warning: commands will be executed using /bin/sh
job 2547 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2748167 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 48181 members 
Mstep: Class 3 contains 48290 members 
Mstep: Class 4 contains 47943 members 
Mstep: Class 5 contains 48196 members 
Mstep: Class 6 contains 48047 members 
Mstep: Class 7 contains 48188 members 
Mstep: Class 8 contains 48275 members 
Mstep: Class 9 contains 47909 members 
Mstep: Class 10 contains 48158 members 
Mstep: Class 11 contains 48606 members 
Mstep: Class 12 contains 47865 members 
Mstep: Class 13 contains 48309 members 
Mstep: Class 14 contains 48425 members 
Mstep: Class 15 contains 48269 members 
Mstep: Class 16 contains 48476 members 
Mstep: Class 17 contains 48074 members 
Mstep: Class 18 contains 47887 members 
Mstep: Class 19 contains 48332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2411.849854 but Gain 3404.500000
Score: -133110360.000000 Penalty: 61281.042969
Iteration 0F: 19 clusters Score -1.331104e+08 nChanged 867235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2341 members 
Mstep: Class 2 contains 20875 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 208149 members 
Mstep: Class 5 contains 40846 members 
Mstep: Class 6 contains 166134 members 
Mstep: Class 7 contains 51897 members 
Mstep: Class 8 contains 81120 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 67201 members 
Mstep: Class 12 contains 40943 members 
Mstep: Class 13 contains 24048 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 49150 members 
Mstep: Class 16 contains 18343 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 19 contains 51618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135990384.000000 Penalty: 61281.042969
Iteration 1F: 19 clusters Score -1.359904e+08 nChanged 357911
Entering Unmasked Mstep 
Mstep: Class 0 contains 2189 members 
Mstep: Class 2 contains 14752 members 
Mstep: Class 3 contains 9583 members 
Mstep: Class 4 contains 257407 members 
Mstep: Class 5 contains 50570 members 
Mstep: Class 6 contains 212470 members 
Mstep: Class 7 contains 34497 members 
Mstep: Class 8 contains 56676 members 
Mstep: Class 9 contains 27847 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 66137 members 
Mstep: Class 12 contains 39078 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 38675 members 
Mstep: Class 16 contains 15600 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 32863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136509952.000000 Penalty: 61281.042969
Iteration 2F: 19 clusters Score -1.3651e+08 nChanged 264727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1925 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 203197 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 266468 members 
Mstep: Class 7 contains 22909 members 
Mstep: Class 8 contains 53683 members 
Mstep: Class 9 contains 26723 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 11 contains 68970 members 
Mstep: Class 12 contains 40890 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37476 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 9993 members 
Mstep: Class 18 contains 8417 members 
Mstep: Class 19 contains 23782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136736144.000000 Penalty: 61281.042969
Iteration 3F: 19 clusters Score -1.367361e+08 nChanged 232930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1542 members 
Mstep: Class 2 contains 16510 members 
Mstep: Class 3 contains 9456 members 
Mstep: Class 4 contains 198607 members 
Mstep: Class 5 contains 88736 members 
Mstep: Class 6 contains 225637 members 
Mstep: Class 7 contains 18148 members 
Mstep: Class 8 contains 59022 members 
Mstep: Class 9 contains 24099 members 
Mstep: Class 10 contains 37226 members 
Mstep: Class 11 contains 81516 members 
Mstep: Class 12 contains 49936 members 
Mstep: Class 13 contains 19336 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 40137 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3068.245605 but Gain 3404.503906
Score: -137031488.000000 Penalty: 57876.539062
Iteration 4F: 18 clusters Score -1.370315e+08 nChanged 142918
Entering Unmasked Mstep 
Mstep: Class 0 contains 934 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 163122 members 
Mstep: Class 5 contains 104988 members 
Mstep: Class 6 contains 226655 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 63111 members 
Mstep: Class 9 contains 22310 members 
Mstep: Class 10 contains 45503 members 
Mstep: Class 11 contains 91751 members 
Mstep: Class 12 contains 59329 members 
Mstep: Class 13 contains 21476 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 41868 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 12197 members 
Mstep: Class 19 contains 14676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137182096.000000 Penalty: 57876.539062
Iteration 5F: 18 clusters Score -1.371821e+08 nChanged 116561
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 2 contains 17467 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 141240 members 
Mstep: Class 5 contains 116014 members 
Mstep: Class 6 contains 214351 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 65092 members 
Mstep: Class 9 contains 20285 members 
Mstep: Class 10 contains 51293 members 
Mstep: Class 11 contains 102513 members 
Mstep: Class 12 contains 69142 members 
Mstep: Class 13 contains 22596 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 44161 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 12525 members 
Mstep: Class 19 contains 11331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137282880.000000 Penalty: 57876.539062
Iteration 6F: 18 clusters Score -1.372829e+08 nChanged 99524
Entering Unmasked Mstep 
Mstep: Class 0 contains 763 members 
Mstep: Class 2 contains 17356 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 127422 members 
Mstep: Class 5 contains 123939 members 
Mstep: Class 6 contains 196335 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 65940 members 
Mstep: Class 9 contains 18042 members 
Mstep: Class 10 contains 55853 members 
Mstep: Class 11 contains 114561 members 
Mstep: Class 12 contains 78759 members 
Mstep: Class 13 contains 22826 members 
Mstep: Class 14 contains 7004 members 
Mstep: Class 15 contains 47188 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 12870 members 
Mstep: Class 19 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137352768.000000 Penalty: 57876.539062
Iteration 7F: 18 clusters Score -1.373528e+08 nChanged 101135
Entering Unmasked Mstep 
Mstep: Class 0 contains 686 members 
Mstep: Class 2 contains 17113 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 119723 members 
Mstep: Class 5 contains 129813 members 
Mstep: Class 6 contains 168766 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 65210 members 
Mstep: Class 9 contains 16132 members 
Mstep: Class 10 contains 59375 members 
Mstep: Class 11 contains 131424 members 
Mstep: Class 12 contains 89628 members 
Mstep: Class 13 contains 22684 members 
Mstep: Class 14 contains 8029 members 
Mstep: Class 15 contains 51259 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 13123 members 
Mstep: Class 19 contains 6683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137408480.000000 Penalty: 57876.539062
Iteration 8F: 18 clusters Score -1.374085e+08 nChanged 102886
Entering Unmasked Mstep 
Mstep: Class 0 contains 677 members 
Mstep: Class 2 contains 16866 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 113073 members 
Mstep: Class 5 contains 134024 members 
Mstep: Class 6 contains 141949 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 64340 members 
Mstep: Class 9 contains 14590 members 
Mstep: Class 10 contains 61787 members 
Mstep: Class 11 contains 144306 members 
Mstep: Class 12 contains 103747 members 
Mstep: Class 13 contains 22511 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 56096 members 
Mstep: Class 16 contains 2136 members 
Mstep: Class 17 contains 13148 members 
Mstep: Class 19 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137452304.000000 Penalty: 57876.539062
Iteration 9F: 18 clusters Score -1.374523e+08 nChanged 83239
Entering Unmasked Mstep 
Mstep: Class 0 contains 670 members 
Mstep: Class 2 contains 16596 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 111537 members 
Mstep: Class 5 contains 138666 members 
Mstep: Class 6 contains 125505 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 63398 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 63435 members 
Mstep: Class 11 contains 138383 members 
Mstep: Class 12 contains 121810 members 
Mstep: Class 13 contains 22384 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 59899 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 19 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137489392.000000 Penalty: 57876.539062
Iteration 10F: 18 clusters Score -1.374894e+08 nChanged 76706
Entering Unmasked Mstep 
Mstep: Class 0 contains 666 members 
Mstep: Class 2 contains 16216 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 109733 members 
Mstep: Class 5 contains 142533 members 
Mstep: Class 6 contains 113634 members 
Mstep: Class 7 contains 6106 members 
Mstep: Class 8 contains 62071 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 64497 members 
Mstep: Class 11 contains 122784 members 
Mstep: Class 12 contains 146634 members 
Mstep: Class 13 contains 22369 members 
Mstep: Class 14 contains 10766 members 
Mstep: Class 15 contains 63171 members 
Mstep: Class 16 contains 2134 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 19 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137505488.000000 Penalty: 57876.539062
Iteration 11F: 18 clusters Score -1.375055e+08 nChanged 71734
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 2 contains 15818 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 109106 members 
Mstep: Class 5 contains 149480 members 
Mstep: Class 6 contains 105794 members 
Mstep: Class 7 contains 5874 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 65232 members 
Mstep: Class 11 contains 112008 members 
Mstep: Class 12 contains 158928 members 
Mstep: Class 13 contains 22335 members 
Mstep: Class 14 contains 11683 members 
Mstep: Class 15 contains 65502 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 11757 members 
Mstep: Class 19 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137515408.000000 Penalty: 57876.539062
Iteration 12F: 18 clusters Score -1.375154e+08 nChanged 56436
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 2 contains 15473 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 110116 members 
Mstep: Class 5 contains 158696 members 
Mstep: Class 6 contains 104835 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 58741 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 65719 members 
Mstep: Class 11 contains 109483 members 
Mstep: Class 12 contains 153651 members 
Mstep: Class 13 contains 22299 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 66788 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 11150 members 
Mstep: Class 19 contains 3411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137528544.000000 Penalty: 57876.539062
Iteration 13F: 18 clusters Score -1.375285e+08 nChanged 45499
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 2 contains 15294 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 111024 members 
Mstep: Class 5 contains 167768 members 
Mstep: Class 6 contains 105405 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 56225 members 
Mstep: Class 9 contains 10875 members 
Mstep: Class 10 contains 65992 members 
Mstep: Class 11 contains 109911 members 
Mstep: Class 12 contains 144002 members 
Mstep: Class 13 contains 22374 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 67829 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 10748 members 
Mstep: Class 19 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137541104.000000 Penalty: 57876.539062
Iteration 14Q: 18 clusters Score -1.375411e+08 nChanged 39628
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 111492 members 
Mstep: Class 5 contains 176555 members 
Mstep: Class 6 contains 105869 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 53690 members 
Mstep: Class 9 contains 10544 members 
Mstep: Class 10 contains 66109 members 
Mstep: Class 11 contains 110241 members 
Mstep: Class 12 contains 134769 members 
Mstep: Class 13 contains 22485 members 
Mstep: Class 14 contains 15613 members 
Mstep: Class 15 contains 68954 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 10462 members 
Mstep: Class 19 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137553008.000000 Penalty: 57876.539062
Iteration 15Q: 18 clusters Score -1.37553e+08 nChanged 36275
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 2 contains 15104 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 111369 members 
Mstep: Class 5 contains 185524 members 
Mstep: Class 6 contains 105864 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 51162 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 66105 members 
Mstep: Class 11 contains 109357 members 
Mstep: Class 12 contains 127341 members 
Mstep: Class 13 contains 22627 members 
Mstep: Class 14 contains 17224 members 
Mstep: Class 15 contains 70071 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 19 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137565104.000000 Penalty: 57876.539062
Iteration 16Q: 18 clusters Score -1.375651e+08 nChanged 34071
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 2 contains 15058 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 110931 members 
Mstep: Class 5 contains 193728 members 
Mstep: Class 6 contains 105440 members 
Mstep: Class 7 contains 4969 members 
Mstep: Class 8 contains 48627 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 65961 members 
Mstep: Class 11 contains 107367 members 
Mstep: Class 12 contains 122440 members 
Mstep: Class 13 contains 22782 members 
Mstep: Class 14 contains 19002 members 
Mstep: Class 15 contains 71077 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 19 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137571104.000000 Penalty: 57876.539062
Iteration 17Q: 18 clusters Score -1.375711e+08 nChanged 31585
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 2 contains 15004 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 110343 members 
Mstep: Class 5 contains 199345 members 
Mstep: Class 6 contains 104972 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 9897 members 
Mstep: Class 10 contains 65768 members 
Mstep: Class 11 contains 105390 members 
Mstep: Class 12 contains 120317 members 
Mstep: Class 13 contains 22909 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 71991 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 10004 members 
Mstep: Class 19 contains 2799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137572656.000000 Penalty: 57876.539062
Iteration 18Q: 18 clusters Score -1.375727e+08 nChanged 27968
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 110080 members 
Mstep: Class 5 contains 201869 members 
Mstep: Class 6 contains 104469 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 43942 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 65557 members 
Mstep: Class 11 contains 104689 members 
Mstep: Class 12 contains 119851 members 
Mstep: Class 13 contains 23016 members 
Mstep: Class 14 contains 22652 members 
Mstep: Class 15 contains 72625 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137572848.000000 Penalty: 57876.539062
Iteration 19Q: 18 clusters Score -1.375728e+08 nChanged 24008
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 110086 members 
Mstep: Class 5 contains 201707 members 
Mstep: Class 6 contains 104027 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 42082 members 
Mstep: Class 9 contains 9629 members 
Mstep: Class 10 contains 65252 members 
Mstep: Class 11 contains 105360 members 
Mstep: Class 12 contains 120132 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 24301 members 
Mstep: Class 15 contains 73203 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 9576 members 
Mstep: Class 19 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137574256.000000 Penalty: 57876.539062
Iteration 20F: 18 clusters Score -1.375743e+08 nChanged 21224
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 110190 members 
Mstep: Class 5 contains 200288 members 
Mstep: Class 6 contains 103391 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 40621 members 
Mstep: Class 9 contains 9543 members 
Mstep: Class 10 contains 64934 members 
Mstep: Class 11 contains 106903 members 
Mstep: Class 12 contains 120337 members 
Mstep: Class 13 contains 23431 members 
Mstep: Class 14 contains 25923 members 
Mstep: Class 15 contains 73843 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9413 members 
Mstep: Class 19 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137575088.000000 Penalty: 57876.539062
Iteration 21Q: 18 clusters Score -1.375751e+08 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 110264 members 
Mstep: Class 5 contains 198641 members 
Mstep: Class 6 contains 102686 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 39450 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 64610 members 
Mstep: Class 11 contains 108911 members 
Mstep: Class 12 contains 120085 members 
Mstep: Class 13 contains 23655 members 
Mstep: Class 14 contains 27455 members 
Mstep: Class 15 contains 74578 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9311 members 
Mstep: Class 19 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137576288.000000 Penalty: 57876.539062
Iteration 22Q: 18 clusters Score -1.375763e+08 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 642 members 
Mstep: Class 2 contains 14850 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 110377 members 
Mstep: Class 5 contains 196989 members 
Mstep: Class 6 contains 101756 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 38451 members 
Mstep: Class 9 contains 9351 members 
Mstep: Class 10 contains 64278 members 
Mstep: Class 11 contains 111091 members 
Mstep: Class 12 contains 119445 members 
Mstep: Class 13 contains 23950 members 
Mstep: Class 14 contains 28932 members 
Mstep: Class 15 contains 75514 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 19 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137577776.000000 Penalty: 57876.539062
Iteration 23Q: 18 clusters Score -1.375778e+08 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 640 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 110640 members 
Mstep: Class 5 contains 195241 members 
Mstep: Class 6 contains 100753 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 63961 members 
Mstep: Class 11 contains 112970 members 
Mstep: Class 12 contains 118872 members 
Mstep: Class 13 contains 24262 members 
Mstep: Class 14 contains 30278 members 
Mstep: Class 15 contains 76522 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 19 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137579568.000000 Penalty: 57876.539062
Iteration 24Q: 18 clusters Score -1.375796e+08 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 640 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 110878 members 
Mstep: Class 5 contains 193747 members 
Mstep: Class 6 contains 100058 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 36955 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 63581 members 
Mstep: Class 11 contains 114030 members 
Mstep: Class 12 contains 118533 members 
Mstep: Class 13 contains 24639 members 
Mstep: Class 14 contains 31494 members 
Mstep: Class 15 contains 77494 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 19 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137581744.000000 Penalty: 57876.539062
Iteration 25Q: 18 clusters Score -1.375817e+08 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 640 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 111019 members 
Mstep: Class 5 contains 192329 members 
Mstep: Class 6 contains 99784 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 36370 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 63179 members 
Mstep: Class 11 contains 114490 members 
Mstep: Class 12 contains 118453 members 
Mstep: Class 13 contains 25029 members 
Mstep: Class 14 contains 32588 members 
Mstep: Class 15 contains 78405 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9146 members 
Mstep: Class 19 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137583728.000000 Penalty: 57876.539062
Iteration 26Q: 18 clusters Score -1.375837e+08 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 641 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 111115 members 
Mstep: Class 5 contains 190861 members 
Mstep: Class 6 contains 99812 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 35902 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 62774 members 
Mstep: Class 11 contains 114576 members 
Mstep: Class 12 contains 118598 members 
Mstep: Class 13 contains 25449 members 
Mstep: Class 14 contains 33592 members 
Mstep: Class 15 contains 79220 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 19 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3397.085693 but Gain 3404.503906
Score: -137584128.000000 Penalty: 54472.035156
Iteration 27Q: 17 clusters Score -1.375841e+08 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 112013 members 
Mstep: Class 5 contains 190022 members 
Mstep: Class 6 contains 100142 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 35536 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 62325 members 
Mstep: Class 11 contains 114459 members 
Mstep: Class 12 contains 119265 members 
Mstep: Class 13 contains 25917 members 
Mstep: Class 14 contains 34583 members 
Mstep: Class 15 contains 80088 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137587888.000000 Penalty: 54472.035156
Iteration 28Q: 17 clusters Score -1.375879e+08 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 2 contains 14947 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 4 contains 111982 members 
Mstep: Class 5 contains 188314 members 
Mstep: Class 6 contains 100785 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 35175 members 
Mstep: Class 9 contains 9291 members 
Mstep: Class 10 contains 61823 members 
Mstep: Class 11 contains 113890 members 
Mstep: Class 12 contains 119741 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 80867 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137589552.000000 Penalty: 54472.035156
Iteration 29Q: 17 clusters Score -1.375896e+08 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 111890 members 
Mstep: Class 5 contains 186820 members 
Mstep: Class 6 contains 101303 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 34842 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 61317 members 
Mstep: Class 11 contains 113231 members 
Mstep: Class 12 contains 120321 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 36382 members 
Mstep: Class 15 contains 81572 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137591760.000000 Penalty: 54472.035156
Iteration 30Q: 17 clusters Score -1.375918e+08 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14959 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 111821 members 
Mstep: Class 5 contains 185329 members 
Mstep: Class 6 contains 102075 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 34495 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 60769 members 
Mstep: Class 11 contains 112477 members 
Mstep: Class 12 contains 120807 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 37116 members 
Mstep: Class 15 contains 82256 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137592800.000000 Penalty: 54472.035156
Iteration 31Q: 17 clusters Score -1.375928e+08 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14946 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 111717 members 
Mstep: Class 5 contains 183506 members 
Mstep: Class 6 contains 102927 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 34158 members 
Mstep: Class 9 contains 9613 members 
Mstep: Class 10 contains 60246 members 
Mstep: Class 11 contains 111977 members 
Mstep: Class 12 contains 121377 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 37789 members 
Mstep: Class 15 contains 82850 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137594064.000000 Penalty: 54472.035156
Iteration 32Q: 17 clusters Score -1.375941e+08 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14918 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 111584 members 
Mstep: Class 5 contains 181624 members 
Mstep: Class 6 contains 103716 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 33826 members 
Mstep: Class 9 contains 9718 members 
Mstep: Class 10 contains 59800 members 
Mstep: Class 11 contains 111693 members 
Mstep: Class 12 contains 121841 members 
Mstep: Class 13 contains 28582 members 
Mstep: Class 14 contains 38388 members 
Mstep: Class 15 contains 83497 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137594624.000000 Penalty: 54472.035156
Iteration 33Q: 17 clusters Score -1.375946e+08 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 111369 members 
Mstep: Class 5 contains 179784 members 
Mstep: Class 6 contains 104637 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 33495 members 
Mstep: Class 9 contains 9816 members 
Mstep: Class 10 contains 59400 members 
Mstep: Class 11 contains 111297 members 
Mstep: Class 12 contains 122208 members 
Mstep: Class 13 contains 29179 members 
Mstep: Class 14 contains 38904 members 
Mstep: Class 15 contains 84251 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137595440.000000 Penalty: 54472.035156
Iteration 34Q: 17 clusters Score -1.375954e+08 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 111161 members 
Mstep: Class 5 contains 177643 members 
Mstep: Class 6 contains 105750 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 33142 members 
Mstep: Class 9 contains 9901 members 
Mstep: Class 10 contains 59101 members 
Mstep: Class 11 contains 110930 members 
Mstep: Class 12 contains 122538 members 
Mstep: Class 13 contains 29730 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 85136 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137596496.000000 Penalty: 54472.035156
Iteration 35Q: 17 clusters Score -1.375965e+08 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 110939 members 
Mstep: Class 5 contains 175481 members 
Mstep: Class 6 contains 107041 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 32782 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 58831 members 
Mstep: Class 11 contains 110498 members 
Mstep: Class 12 contains 122701 members 
Mstep: Class 13 contains 30216 members 
Mstep: Class 14 contains 39738 members 
Mstep: Class 15 contains 86148 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137597264.000000 Penalty: 54472.035156
Iteration 36Q: 17 clusters Score -1.375973e+08 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 110597 members 
Mstep: Class 5 contains 173154 members 
Mstep: Class 6 contains 108538 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 32446 members 
Mstep: Class 9 contains 10113 members 
Mstep: Class 10 contains 58643 members 
Mstep: Class 11 contains 109925 members 
Mstep: Class 12 contains 122810 members 
Mstep: Class 13 contains 30688 members 
Mstep: Class 14 contains 40077 members 
Mstep: Class 15 contains 87374 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137597888.000000 Penalty: 54472.035156
Iteration 37Q: 17 clusters Score -1.375979e+08 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 647 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 110216 members 
Mstep: Class 5 contains 170598 members 
Mstep: Class 6 contains 109977 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 32137 members 
Mstep: Class 9 contains 10214 members 
Mstep: Class 10 contains 58516 members 
Mstep: Class 11 contains 109320 members 
Mstep: Class 12 contains 122890 members 
Mstep: Class 13 contains 31121 members 
Mstep: Class 14 contains 40428 members 
Mstep: Class 15 contains 88941 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137598544.000000 Penalty: 54472.035156
Iteration 38Q: 17 clusters Score -1.375985e+08 nChanged 13055
Entering ConstructFrom: 
Score: -137598544.000000 Penalty: 54472.035156
Entering ConstructFrom: 
Trying to split cluster 2 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -2165842.500000 Penalty: 2382.711182
	Iteration 0F: 2 clusters Score -2165842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2155054.250000 Penalty: 4765.422363
	Iteration 0F: 3 clusters Score -2155054 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2158385.500000 Penalty: 4765.422363
	Iteration 1F: 3 clusters Score -2158386 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4765.422363
	Iteration 2F: 3 clusters Score -2158759 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2159056.750000 Penalty: 4765.422363
	Iteration 3Q: 3 clusters Score -2159057 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2159388.000000 Penalty: 4765.422363
	Iteration 4Q: 3 clusters Score -2159388 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2159838.500000 Penalty: 4765.422363
	Iteration 5Q: 3 clusters Score -2159838 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2160351.250000 Penalty: 4765.422363
	Iteration 6F: 3 clusters Score -2160351 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2160963.500000 Penalty: 4765.422363
	Iteration 7F: 3 clusters Score -2160964 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2161608.500000 Penalty: 4765.422363
	Iteration 8F: 3 clusters Score -2161608 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2162267.000000 Penalty: 4765.422363
	Iteration 9F: 3 clusters Score -2162267 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2162971.500000 Penalty: 4765.422363
	Iteration 10F: 3 clusters Score -2162972 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2163744.500000 Penalty: 4765.422363
	Iteration 11F: 3 clusters Score -2163744 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2164521.500000 Penalty: 4765.422363
	Iteration 12F: 3 clusters Score -2164522 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2165204.500000 Penalty: 4765.422363
	Iteration 13Q: 3 clusters Score -2165204 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2165639.500000 Penalty: 4765.422363
	Iteration 14Q: 3 clusters Score -2165640 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2165874.500000 Penalty: 4765.422363
	Iteration 15Q: 3 clusters Score -2165874 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2165999.000000 Penalty: 4765.422363
	Iteration 16Q: 3 clusters Score -2165999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2166063.500000 Penalty: 4765.422363
	Iteration 17Q: 3 clusters Score -2166064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2166097.500000 Penalty: 4765.422363
	Iteration 18Q: 3 clusters Score -2166098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2166117.750000 Penalty: 4765.422363
	Iteration 19Q: 3 clusters Score -2166118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2166130.250000 Penalty: 4765.422363
	Iteration 20F: 3 clusters Score -2166130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2166134.750000 Penalty: 4765.422363
	Iteration 21Q: 3 clusters Score -2166135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2166147.000000 Penalty: 4765.422363
	Iteration 22Q: 3 clusters Score -2166147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2166154.000000 Penalty: 4765.422363
	Iteration 23Q: 3 clusters Score -2166154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2166159.500000 Penalty: 4765.422363
	Iteration 24Q: 3 clusters Score -2166160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2166166.500000 Penalty: 4765.422363
	Iteration 25Q: 3 clusters Score -2166166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2166164.500000 Penalty: 4765.422363
	Iteration 26Q: 3 clusters Score -2166164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2166167.000000 Penalty: 4765.422363
	Iteration 27Q: 3 clusters Score -2166167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2166167.500000 Penalty: 4765.422363
	Iteration 28Q: 3 clusters Score -2166168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2166164.000000 Penalty: 4765.422363
	Iteration 29Q: 3 clusters Score -2166164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2166165.000000 Penalty: 4765.422363
	Iteration 30Q: 3 clusters Score -2166165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2166165.000000 Penalty: 4765.422363
	Iteration 31Q: 3 clusters Score -2166165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2166167.250000 Penalty: 4765.422363
	Iteration 32Q: 3 clusters Score -2166167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2166171.750000 Penalty: 4765.422363
	Iteration 33Q: 3 clusters Score -2166172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2166171.500000 Penalty: 4765.422363
	Iteration 34Q: 3 clusters Score -2166172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2166167.250000 Penalty: 4765.422363
	Iteration 35Q: 3 clusters Score -2166167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2166167.750000 Penalty: 4765.422363
	Iteration 36Q: 3 clusters Score -2166168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2166167.750000 Penalty: 4765.422363
	Iteration 37F: 3 clusters Score -2166168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 58464 members 
Mstep: Class 11 contains 108766 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9445 members 
Entering Unmasked Estep 
Score: -137597696.000000 Penalty: 57876.539062
Splitting cluster 2 changes total score from -137598544.000000 to -137597696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -328354.562500 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -328354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -325619.500000 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -325619.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326056.031250 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -326056 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -326185.281250 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -326185.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -326237.656250 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -326237.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -326276.937500 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -326276.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -326307.718750 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -326307.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -326330.062500 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -326330.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -326348.250000 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -326348.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -326359.562500 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -326359.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -326371.218750 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -326371.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -326383.125000 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -326383.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -326398.093750 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -326398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -326407.156250 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -326407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -326415.500000 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -326415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -326424.343750 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -326424.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -326434.062500 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -326434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -326440.937500 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -326440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -326444.562500 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -326444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -326447.843750 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -326447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -326449.375000 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -326449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -326449.343750 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -326449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109847 members 
Entering Unmasked Estep 
Score: -17051330.000000 Penalty: 2878.497314
	Iteration 0F: 2 clusters Score -1.705133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -16986002.000000 Penalty: 5756.994629
	Iteration 0F: 3 clusters Score -1.6986e+07 nChanged 51941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -17016128.000000 Penalty: 5756.994629
	Iteration 1F: 3 clusters Score -1.701613e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -17017000.000000 Penalty: 5756.994629
	Iteration 2Q: 3 clusters Score -1.7017e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -17018014.000000 Penalty: 5756.994629
	Iteration 3Q: 3 clusters Score -1.701801e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -17019354.000000 Penalty: 5756.994629
	Iteration 4Q: 3 clusters Score -1.701935e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -17020926.000000 Penalty: 5756.994629
	Iteration 5Q: 3 clusters Score -1.702093e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -17022950.000000 Penalty: 5756.994629
	Iteration 6Q: 3 clusters Score -1.702295e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -17025716.000000 Penalty: 5756.994629
	Iteration 7Q: 3 clusters Score -1.702572e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -17029444.000000 Penalty: 5756.994629
	Iteration 8F: 3 clusters Score -1.702944e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -17033660.000000 Penalty: 5756.994629
	Iteration 9F: 3 clusters Score -1.703366e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -17037924.000000 Penalty: 5756.994629
	Iteration 10F: 3 clusters Score -1.703792e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -17041230.000000 Penalty: 5756.994629
	Iteration 11Q: 3 clusters Score -1.704123e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -17043102.000000 Penalty: 5756.994629
	Iteration 12Q: 3 clusters Score -1.70431e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -17044106.000000 Penalty: 5756.994629
	Iteration 13Q: 3 clusters Score -1.704411e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -17044934.000000 Penalty: 5756.994629
	Iteration 14Q: 3 clusters Score -1.704493e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -17045450.000000 Penalty: 5756.994629
	Iteration 15Q: 3 clusters Score -1.704545e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -17046050.000000 Penalty: 5756.994629
	Iteration 16Q: 3 clusters Score -1.704605e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -17046642.000000 Penalty: 5756.994629
	Iteration 17Q: 3 clusters Score -1.704664e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -17047110.000000 Penalty: 5756.994629
	Iteration 18Q: 3 clusters Score -1.704711e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -17047610.000000 Penalty: 5756.994629
	Iteration 19Q: 3 clusters Score -1.704761e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -17048114.000000 Penalty: 5756.994629
	Iteration 20F: 3 clusters Score -1.704811e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -17048648.000000 Penalty: 5756.994629
	Iteration 21Q: 3 clusters Score -1.704865e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -17049150.000000 Penalty: 5756.994629
	Iteration 22Q: 3 clusters Score -1.704915e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -17049532.000000 Penalty: 5756.994629
	Iteration 23Q: 3 clusters Score -1.704953e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -17049766.000000 Penalty: 5756.994629
	Iteration 24Q: 3 clusters Score -1.704977e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -17049924.000000 Penalty: 5756.994629
	Iteration 25Q: 3 clusters Score -1.704992e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -17050004.000000 Penalty: 5756.994629
	Iteration 26Q: 3 clusters Score -1.705e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -17050090.000000 Penalty: 5756.994629
	Iteration 27Q: 3 clusters Score -1.705009e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -17050082.000000 Penalty: 5756.994629
	Iteration 28Q: 3 clusters Score -1.705008e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -17050138.000000 Penalty: 5756.994629
	Iteration 29Q: 3 clusters Score -1.705014e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -17050244.000000 Penalty: 5756.994629
	Iteration 30Q: 3 clusters Score -1.705024e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -17050336.000000 Penalty: 5756.994629
	Iteration 31Q: 3 clusters Score -1.705034e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 99464 members 
Entering Unmasked Estep 
Score: -17050310.000000 Penalty: 5756.994629
	Iteration 32Q: 3 clusters Score -1.705031e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -17050318.000000 Penalty: 5756.994629
	Iteration 33Q: 3 clusters Score -1.705032e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -17050428.000000 Penalty: 5756.994629
	Iteration 34Q: 3 clusters Score -1.705043e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -17050430.000000 Penalty: 5756.994629
	Iteration 35Q: 3 clusters Score -1.705043e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -17050462.000000 Penalty: 5756.994629
	Iteration 36Q: 3 clusters Score -1.705046e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -17050508.000000 Penalty: 5756.994629
	Iteration 37Q: 3 clusters Score -1.705051e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -17050476.000000 Penalty: 5756.994629
	Iteration 38Q: 3 clusters Score -1.705048e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -17050502.000000 Penalty: 5756.994629
	Iteration 39Q: 3 clusters Score -1.70505e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -17050422.000000 Penalty: 5756.994629
	Iteration 40F: 3 clusters Score -1.705042e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -17050418.000000 Penalty: 5756.994629
	Iteration 41Q: 3 clusters Score -1.705042e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -17050436.000000 Penalty: 5756.994629
	Iteration 42Q: 3 clusters Score -1.705044e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -17050400.000000 Penalty: 5756.994629
	Iteration 43Q: 3 clusters Score -1.70504e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -17050410.000000 Penalty: 5756.994629
	Iteration 44Q: 3 clusters Score -1.705041e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -17050376.000000 Penalty: 5756.994629
	Iteration 45Q: 3 clusters Score -1.705038e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -17050402.000000 Penalty: 5756.994629
	Iteration 46Q: 3 clusters Score -1.70504e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -17050416.000000 Penalty: 5756.994629
	Iteration 47Q: 3 clusters Score -1.705042e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -17050418.000000 Penalty: 5756.994629
	Iteration 48Q: 3 clusters Score -1.705042e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -17050386.000000 Penalty: 5756.994629
	Iteration 49Q: 3 clusters Score -1.705039e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -17050356.000000 Penalty: 5756.994629
	Iteration 50Q: 3 clusters Score -1.705036e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -17050354.000000 Penalty: 5756.994629
	Iteration 51Q: 3 clusters Score -1.705035e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -17050344.000000 Penalty: 5756.994629
	Iteration 52Q: 3 clusters Score -1.705034e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -17050338.000000 Penalty: 5756.994629
	Iteration 53Q: 3 clusters Score -1.705034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -17050278.000000 Penalty: 5756.994629
	Iteration 54Q: 3 clusters Score -1.705028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -17050266.000000 Penalty: 5756.994629
	Iteration 55Q: 3 clusters Score -1.705027e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -17050240.000000 Penalty: 5756.994629
	Iteration 56Q: 3 clusters Score -1.705024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -17050240.000000 Penalty: 5756.994629
	Iteration 57Q: 3 clusters Score -1.705024e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -17050234.000000 Penalty: 5756.994629
	Iteration 58Q: 3 clusters Score -1.705023e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -17050226.000000 Penalty: 5756.994629
	Iteration 59Q: 3 clusters Score -1.705023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -17050206.000000 Penalty: 5756.994629
	Iteration 60F: 3 clusters Score -1.705021e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -17050204.000000 Penalty: 5756.994629
	Iteration 61Q: 3 clusters Score -1.70502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -17050198.000000 Penalty: 5756.994629
	Iteration 62Q: 3 clusters Score -1.70502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -17050184.000000 Penalty: 5756.994629
	Iteration 63Q: 3 clusters Score -1.705018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -17050218.000000 Penalty: 5756.994629
	Iteration 64Q: 3 clusters Score -1.705022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -17050214.000000 Penalty: 5756.994629
	Iteration 65Q: 3 clusters Score -1.705021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -17050192.000000 Penalty: 5756.994629
	Iteration 66Q: 3 clusters Score -1.705019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -17050194.000000 Penalty: 5756.994629
	Iteration 67Q: 3 clusters Score -1.705019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -17050196.000000 Penalty: 5756.994629
	Iteration 68Q: 3 clusters Score -1.70502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -17050190.000000 Penalty: 5756.994629
	Iteration 69Q: 3 clusters Score -1.705019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -17050208.000000 Penalty: 5756.994629
	Iteration 70Q: 3 clusters Score -1.705021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -17050174.000000 Penalty: 5756.994629
	Iteration 71Q: 3 clusters Score -1.705017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -17050162.000000 Penalty: 5756.994629
	Iteration 72Q: 3 clusters Score -1.705016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -17050186.000000 Penalty: 5756.994629
	Iteration 73Q: 3 clusters Score -1.705019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -17050168.000000 Penalty: 5756.994629
	Iteration 74Q: 3 clusters Score -1.705017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -17050156.000000 Penalty: 5756.994629
	Iteration 75Q: 3 clusters Score -1.705016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -17050142.000000 Penalty: 5756.994629
	Iteration 76Q: 3 clusters Score -1.705014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -17050142.000000 Penalty: 5756.994629
	Iteration 77Q: 3 clusters Score -1.705014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -17050136.000000 Penalty: 5756.994629
	Iteration 78Q: 3 clusters Score -1.705014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -17050154.000000 Penalty: 5756.994629
	Iteration 79Q: 3 clusters Score -1.705015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -17050150.000000 Penalty: 5756.994629
	Iteration 80F: 3 clusters Score -1.705015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -17050136.000000 Penalty: 5756.994629
	Iteration 81Q: 3 clusters Score -1.705014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -17050136.000000 Penalty: 5756.994629
	Iteration 82Q: 3 clusters Score -1.705014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 104581 members 
Entering Unmasked Estep 
Score: -17050124.000000 Penalty: 5756.994629
	Iteration 83Q: 3 clusters Score -1.705012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -17050126.000000 Penalty: 5756.994629
	Iteration 84Q: 3 clusters Score -1.705013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -17050124.000000 Penalty: 5756.994629
	Iteration 85Q: 3 clusters Score -1.705012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -17050124.000000 Penalty: 5756.994629
	Iteration 86Q: 3 clusters Score -1.705012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -17050118.000000 Penalty: 5756.994629
	Iteration 87Q: 3 clusters Score -1.705012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -17050112.000000 Penalty: 5756.994629
	Iteration 88Q: 3 clusters Score -1.705011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 104645 members 
Entering Unmasked Estep 
Score: -17050120.000000 Penalty: 5756.994629
	Iteration 89Q: 3 clusters Score -1.705012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -17050120.000000 Penalty: 5756.994629
	Iteration 90Q: 3 clusters Score -1.705012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -17050112.000000 Penalty: 5756.994629
	Iteration 91Q: 3 clusters Score -1.705011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -17050118.000000 Penalty: 5756.994629
	Iteration 92Q: 3 clusters Score -1.705012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -17050108.000000 Penalty: 5756.994629
	Iteration 93Q: 3 clusters Score -1.705011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -17050120.000000 Penalty: 5756.994629
	Iteration 94Q: 3 clusters Score -1.705012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -17050122.000000 Penalty: 5756.994629
	Iteration 95Q: 3 clusters Score -1.705012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -17050128.000000 Penalty: 5756.994629
	Iteration 96Q: 3 clusters Score -1.705013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -17050132.000000 Penalty: 5756.994629
	Iteration 97Q: 3 clusters Score -1.705013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -17050136.000000 Penalty: 5756.994629
	Iteration 98Q: 3 clusters Score -1.705014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -17050128.000000 Penalty: 5756.994629
	Iteration 99Q: 3 clusters Score -1.705013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -17050116.000000 Penalty: 5756.994629
	Iteration 100F: 3 clusters Score -1.705012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -17050126.000000 Penalty: 5756.994629
	Iteration 101Q: 3 clusters Score -1.705013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -17050132.000000 Penalty: 5756.994629
	Iteration 102Q: 3 clusters Score -1.705013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -17050140.000000 Penalty: 5756.994629
	Iteration 103Q: 3 clusters Score -1.705014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -17050124.000000 Penalty: 5756.994629
	Iteration 104Q: 3 clusters Score -1.705012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -17050148.000000 Penalty: 5756.994629
	Iteration 105Q: 3 clusters Score -1.705015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -17050148.000000 Penalty: 5756.994629
	Iteration 106Q: 3 clusters Score -1.705015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -17050138.000000 Penalty: 5756.994629
	Iteration 107Q: 3 clusters Score -1.705014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -17050132.000000 Penalty: 5756.994629
	Iteration 108Q: 3 clusters Score -1.705013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -17050146.000000 Penalty: 5756.994629
	Iteration 109Q: 3 clusters Score -1.705015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -17050134.000000 Penalty: 5756.994629
	Iteration 110Q: 3 clusters Score -1.705013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -17050114.000000 Penalty: 5756.994629
	Iteration 111Q: 3 clusters Score -1.705011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -17050098.000000 Penalty: 5756.994629
	Iteration 112Q: 3 clusters Score -1.70501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -17050096.000000 Penalty: 5756.994629
	Iteration 113Q: 3 clusters Score -1.70501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -17050094.000000 Penalty: 5756.994629
	Iteration 114Q: 3 clusters Score -1.705009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -17050098.000000 Penalty: 5756.994629
	Iteration 115Q: 3 clusters Score -1.70501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -17050108.000000 Penalty: 5756.994629
	Iteration 116Q: 3 clusters Score -1.705011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -17050110.000000 Penalty: 5756.994629
	Iteration 117Q: 3 clusters Score -1.705011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -17050100.000000 Penalty: 5756.994629
	Iteration 118Q: 3 clusters Score -1.70501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -17050100.000000 Penalty: 5756.994629
	Iteration 119Q: 3 clusters Score -1.70501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -17050094.000000 Penalty: 5756.994629
	Iteration 120F: 3 clusters Score -1.705009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Entering Unmasked Estep 
Score: -25692628.000000 Penalty: 2983.390625
	Iteration 0F: 2 clusters Score -2.569263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -25607406.000000 Penalty: 5966.781250
	Iteration 0F: 3 clusters Score -2.560741e+07 nChanged 80436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -25653858.000000 Penalty: 5966.781250
	Iteration 1F: 3 clusters Score -2.565386e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -25654482.000000 Penalty: 5966.781250
	Iteration 2Q: 3 clusters Score -2.565448e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -25655326.000000 Penalty: 5966.781250
	Iteration 3Q: 3 clusters Score -2.565533e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -25656492.000000 Penalty: 5966.781250
	Iteration 4Q: 3 clusters Score -2.565649e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -25657920.000000 Penalty: 5966.781250
	Iteration 5Q: 3 clusters Score -2.565792e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -25660434.000000 Penalty: 5966.781250
	Iteration 6Q: 3 clusters Score -2.566043e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -25663686.000000 Penalty: 5966.781250
	Iteration 7F: 3 clusters Score -2.566369e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -25666606.000000 Penalty: 5966.781250
	Iteration 8F: 3 clusters Score -2.566661e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -25668524.000000 Penalty: 5966.781250
	Iteration 9F: 3 clusters Score -2.566852e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -25669504.000000 Penalty: 5966.781250
	Iteration 10F: 3 clusters Score -2.56695e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 142383 members 
Entering Unmasked Estep 
Score: -25672360.000000 Penalty: 5966.781250
	Iteration 11F: 3 clusters Score -2.567236e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -25676156.000000 Penalty: 5966.781250
	Iteration 12Q: 3 clusters Score -2.567616e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 155713 members 
Entering Unmasked Estep 
Score: -25680344.000000 Penalty: 5966.781250
	Iteration 13Q: 3 clusters Score -2.568034e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 159752 members 
Entering Unmasked Estep 
Score: -25683714.000000 Penalty: 5966.781250
	Iteration 14Q: 3 clusters Score -2.568371e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -25685662.000000 Penalty: 5966.781250
	Iteration 15Q: 3 clusters Score -2.568566e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 164013 members 
Entering Unmasked Estep 
Score: -25686972.000000 Penalty: 5966.781250
	Iteration 16Q: 3 clusters Score -2.568697e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -25687940.000000 Penalty: 5966.781250
	Iteration 17Q: 3 clusters Score -2.568794e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -25688494.000000 Penalty: 5966.781250
	Iteration 18Q: 3 clusters Score -2.568849e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -25688850.000000 Penalty: 5966.781250
	Iteration 19Q: 3 clusters Score -2.568885e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -25689150.000000 Penalty: 5966.781250
	Iteration 20F: 3 clusters Score -2.568915e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -25689242.000000 Penalty: 5966.781250
	Iteration 21Q: 3 clusters Score -2.568924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -25689310.000000 Penalty: 5966.781250
	Iteration 22Q: 3 clusters Score -2.568931e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 166700 members 
Entering Unmasked Estep 
Score: -25689310.000000 Penalty: 5966.781250
	Iteration 23Q: 3 clusters Score -2.568931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -25689364.000000 Penalty: 5966.781250
	Iteration 24Q: 3 clusters Score -2.568936e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -25689438.000000 Penalty: 5966.781250
	Iteration 25Q: 3 clusters Score -2.568944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -25689486.000000 Penalty: 5966.781250
	Iteration 26Q: 3 clusters Score -2.568949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -25689504.000000 Penalty: 5966.781250
	Iteration 27Q: 3 clusters Score -2.56895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -25689512.000000 Penalty: 5966.781250
	Iteration 28Q: 3 clusters Score -2.568951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -25689542.000000 Penalty: 5966.781250
	Iteration 29Q: 3 clusters Score -2.568954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -25689556.000000 Penalty: 5966.781250
	Iteration 30Q: 3 clusters Score -2.568956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -25689598.000000 Penalty: 5966.781250
	Iteration 31Q: 3 clusters Score -2.56896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 166920 members 
Entering Unmasked Estep 
Score: -25689616.000000 Penalty: 5966.781250
	Iteration 32Q: 3 clusters Score -2.568962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -25689618.000000 Penalty: 5966.781250
	Iteration 33Q: 3 clusters Score -2.568962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -25689626.000000 Penalty: 5966.781250
	Iteration 34Q: 3 clusters Score -2.568963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 166949 members 
Entering Unmasked Estep 
Score: -25689640.000000 Penalty: 5966.781250
	Iteration 35Q: 3 clusters Score -2.568964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -25689622.000000 Penalty: 5966.781250
	Iteration 36Q: 3 clusters Score -2.568962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 166959 members 
Entering Unmasked Estep 
Score: -25689640.000000 Penalty: 5966.781250
	Iteration 37Q: 3 clusters Score -2.568964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 166959 members 
Entering Unmasked Estep 
Score: -25689658.000000 Penalty: 5966.781250
	Iteration 38Q: 3 clusters Score -2.568966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -25689658.000000 Penalty: 5966.781250
	Iteration 39Q: 3 clusters Score -2.568966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -25689658.000000 Penalty: 5966.781250
	Iteration 40F: 3 clusters Score -2.568966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -25689654.000000 Penalty: 5966.781250
	Iteration 41Q: 3 clusters Score -2.568965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -25689660.000000 Penalty: 5966.781250
	Iteration 42Q: 3 clusters Score -2.568966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -25689640.000000 Penalty: 5966.781250
	Iteration 43Q: 3 clusters Score -2.568964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -25689646.000000 Penalty: 5966.781250
	Iteration 44Q: 3 clusters Score -2.568965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -25689646.000000 Penalty: 5966.781250
	Iteration 45F: 3 clusters Score -2.568965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Entering Unmasked Estep 
Score: -17081890.000000 Penalty: 2881.729492
	Iteration 0F: 2 clusters Score -1.708189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -17014990.000000 Penalty: 5763.458984
	Iteration 0F: 3 clusters Score -1.701499e+07 nChanged 52806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -17046200.000000 Penalty: 5763.458984
	Iteration 1F: 3 clusters Score -1.70462e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -17047614.000000 Penalty: 5763.458984
	Iteration 2Q: 3 clusters Score -1.704761e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -17049356.000000 Penalty: 5763.458984
	Iteration 3Q: 3 clusters Score -1.704936e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -17051866.000000 Penalty: 5763.458984
	Iteration 4Q: 3 clusters Score -1.705187e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -17054882.000000 Penalty: 5763.458984
	Iteration 5F: 3 clusters Score -1.705488e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -17058212.000000 Penalty: 5763.458984
	Iteration 6F: 3 clusters Score -1.705821e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -17061800.000000 Penalty: 5763.458984
	Iteration 7F: 3 clusters Score -1.70618e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -17064886.000000 Penalty: 5763.458984
	Iteration 8F: 3 clusters Score -1.706489e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -17067786.000000 Penalty: 5763.458984
	Iteration 9Q: 3 clusters Score -1.706779e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -17070240.000000 Penalty: 5763.458984
	Iteration 10Q: 3 clusters Score -1.707024e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -17072352.000000 Penalty: 5763.458984
	Iteration 11Q: 3 clusters Score -1.707235e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -17073758.000000 Penalty: 5763.458984
	Iteration 12Q: 3 clusters Score -1.707376e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -17074532.000000 Penalty: 5763.458984
	Iteration 13Q: 3 clusters Score -1.707453e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -17074980.000000 Penalty: 5763.458984
	Iteration 14Q: 3 clusters Score -1.707498e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -17075296.000000 Penalty: 5763.458984
	Iteration 15Q: 3 clusters Score -1.70753e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -17075600.000000 Penalty: 5763.458984
	Iteration 16Q: 3 clusters Score -1.70756e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -17075954.000000 Penalty: 5763.458984
	Iteration 17Q: 3 clusters Score -1.707595e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -17076136.000000 Penalty: 5763.458984
	Iteration 18Q: 3 clusters Score -1.707614e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -17076462.000000 Penalty: 5763.458984
	Iteration 19Q: 3 clusters Score -1.707646e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -17076846.000000 Penalty: 5763.458984
	Iteration 20F: 3 clusters Score -1.707685e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -17077190.000000 Penalty: 5763.458984
	Iteration 21Q: 3 clusters Score -1.707719e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -17077502.000000 Penalty: 5763.458984
	Iteration 22Q: 3 clusters Score -1.70775e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -17077842.000000 Penalty: 5763.458984
	Iteration 23Q: 3 clusters Score -1.707784e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -17078272.000000 Penalty: 5763.458984
	Iteration 24Q: 3 clusters Score -1.707827e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -17078650.000000 Penalty: 5763.458984
	Iteration 25Q: 3 clusters Score -1.707865e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -17078974.000000 Penalty: 5763.458984
	Iteration 26Q: 3 clusters Score -1.707897e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -17079370.000000 Penalty: 5763.458984
	Iteration 27Q: 3 clusters Score -1.707937e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -17079770.000000 Penalty: 5763.458984
	Iteration 28Q: 3 clusters Score -1.707977e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -17080226.000000 Penalty: 5763.458984
	Iteration 29Q: 3 clusters Score -1.708023e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -17080724.000000 Penalty: 5763.458984
	Iteration 30Q: 3 clusters Score -1.708072e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -17081248.000000 Penalty: 5763.458984
	Iteration 31Q: 3 clusters Score -1.708125e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -17081598.000000 Penalty: 5763.458984
	Iteration 32Q: 3 clusters Score -1.70816e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -17081840.000000 Penalty: 5763.458984
	Iteration 33Q: 3 clusters Score -1.708184e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -17081744.000000 Penalty: 5763.458984
	Iteration 34Q: 3 clusters Score -1.708174e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -17081710.000000 Penalty: 5763.458984
	Iteration 35Q: 3 clusters Score -1.708171e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102223 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -17081636.000000 Penalty: 5763.458984
	Iteration 36Q: 3 clusters Score -1.708164e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -17081618.000000 Penalty: 5763.458984
	Iteration 37Q: 3 clusters Score -1.708162e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -17081590.000000 Penalty: 5763.458984
	Iteration 38Q: 3 clusters Score -1.708159e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -17081762.000000 Penalty: 5763.458984
	Iteration 39Q: 3 clusters Score -1.708176e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -17081908.000000 Penalty: 5763.458984
	Iteration 40F: 3 clusters Score -1.708191e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107305 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -17081942.000000 Penalty: 5763.458984
	Iteration 41Q: 3 clusters Score -1.708194e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -17081862.000000 Penalty: 5763.458984
	Iteration 42Q: 3 clusters Score -1.708186e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -17081808.000000 Penalty: 5763.458984
	Iteration 43Q: 3 clusters Score -1.708181e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -17081766.000000 Penalty: 5763.458984
	Iteration 44Q: 3 clusters Score -1.708177e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -17081726.000000 Penalty: 5763.458984
	Iteration 45Q: 3 clusters Score -1.708173e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -17081682.000000 Penalty: 5763.458984
	Iteration 46Q: 3 clusters Score -1.708168e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -17081670.000000 Penalty: 5763.458984
	Iteration 47Q: 3 clusters Score -1.708167e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17081634.000000 Penalty: 5763.458984
	Iteration 48Q: 3 clusters Score -1.708163e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17081630.000000 Penalty: 5763.458984
	Iteration 49Q: 3 clusters Score -1.708163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -17081608.000000 Penalty: 5763.458984
	Iteration 50Q: 3 clusters Score -1.708161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17081588.000000 Penalty: 5763.458984
	Iteration 51Q: 3 clusters Score -1.708159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17081566.000000 Penalty: 5763.458984
	Iteration 52Q: 3 clusters Score -1.708157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109378 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17081566.000000 Penalty: 5763.458984
	Iteration 53Q: 3 clusters Score -1.708157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17081566.000000 Penalty: 5763.458984
	Iteration 54Q: 3 clusters Score -1.708157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109425 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -17081574.000000 Penalty: 5763.458984
	Iteration 55Q: 3 clusters Score -1.708157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17081586.000000 Penalty: 5763.458984
	Iteration 56Q: 3 clusters Score -1.708159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17081592.000000 Penalty: 5763.458984
	Iteration 57Q: 3 clusters Score -1.708159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -17081576.000000 Penalty: 5763.458984
	Iteration 58Q: 3 clusters Score -1.708158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17081568.000000 Penalty: 5763.458984
	Iteration 59Q: 3 clusters Score -1.708157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17081560.000000 Penalty: 5763.458984
	Iteration 60F: 3 clusters Score -1.708156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17081562.000000 Penalty: 5763.458984
	Iteration 61Q: 3 clusters Score -1.708156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17081574.000000 Penalty: 5763.458984
	Iteration 62Q: 3 clusters Score -1.708157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17081570.000000 Penalty: 5763.458984
	Iteration 63Q: 3 clusters Score -1.708157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17081550.000000 Penalty: 5763.458984
	Iteration 64Q: 3 clusters Score -1.708155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -17081552.000000 Penalty: 5763.458984
	Iteration 65Q: 3 clusters Score -1.708155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -17081540.000000 Penalty: 5763.458984
	Iteration 66Q: 3 clusters Score -1.708154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17081546.000000 Penalty: 5763.458984
	Iteration 67Q: 3 clusters Score -1.708155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -17081544.000000 Penalty: 5763.458984
	Iteration 68Q: 3 clusters Score -1.708154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17081550.000000 Penalty: 5763.458984
	Iteration 69Q: 3 clusters Score -1.708155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17081536.000000 Penalty: 5763.458984
	Iteration 70Q: 3 clusters Score -1.708154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17081538.000000 Penalty: 5763.458984
	Iteration 71Q: 3 clusters Score -1.708154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17081542.000000 Penalty: 5763.458984
	Iteration 72Q: 3 clusters Score -1.708154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17081542.000000 Penalty: 5763.458984
	Iteration 73F: 3 clusters Score -1.708154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -352840.625000 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -352840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -349950.656250 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -349950.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -350627.000000 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -350627 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -350942.593750 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -350942.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -351102.812500 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -351102.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -351223.375000 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -351223.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -351340.312500 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -351340.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -351513.218750 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -351513.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -351722.000000 Penalty: 3881.717773
	Iteration 7F: 3 clusters Score -351722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -351911.625000 Penalty: 3881.717773
	Iteration 8F: 3 clusters Score -351911.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -352073.843750 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -352073.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -352234.843750 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -352234.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -352381.750000 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -352381.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -352540.468750 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -352540.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -352641.437500 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -352641.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -352713.250000 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -352713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -352736.187500 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -352736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -352747.000000 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -352747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -352754.968750 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -352755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -352758.687500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -352758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -352762.687500 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -352762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -352764.750000 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -352764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Entering Unmasked Estep 
Score: -4895810.500000 Penalty: 2571.437012
	Iteration 0F: 2 clusters Score -4895810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4873976.500000 Penalty: 5142.874023
	Iteration 0F: 3 clusters Score -4873976 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4881973.000000 Penalty: 5142.874023
	Iteration 1F: 3 clusters Score -4881973 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4882444.500000 Penalty: 5142.874023
	Iteration 2Q: 3 clusters Score -4882444 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4882973.500000 Penalty: 5142.874023
	Iteration 3Q: 3 clusters Score -4882974 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4883455.500000 Penalty: 5142.874023
	Iteration 4Q: 3 clusters Score -4883456 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4884091.500000 Penalty: 5142.874023
	Iteration 5Q: 3 clusters Score -4884092 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4884930.500000 Penalty: 5142.874023
	Iteration 6Q: 3 clusters Score -4884930 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4885987.000000 Penalty: 5142.874023
	Iteration 7F: 3 clusters Score -4885987 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4887414.000000 Penalty: 5142.874023
	Iteration 8F: 3 clusters Score -4887414 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4888986.000000 Penalty: 5142.874023
	Iteration 9F: 3 clusters Score -4888986 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4890485.500000 Penalty: 5142.874023
	Iteration 10F: 3 clusters Score -4890486 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4891562.500000 Penalty: 5142.874023
	Iteration 11Q: 3 clusters Score -4891562 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4892338.500000 Penalty: 5142.874023
	Iteration 12Q: 3 clusters Score -4892338 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4892841.500000 Penalty: 5142.874023
	Iteration 13Q: 3 clusters Score -4892842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4893144.500000 Penalty: 5142.874023
	Iteration 14Q: 3 clusters Score -4893144 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4893283.500000 Penalty: 5142.874023
	Iteration 15Q: 3 clusters Score -4893284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4893373.000000 Penalty: 5142.874023
	Iteration 16Q: 3 clusters Score -4893373 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4893444.500000 Penalty: 5142.874023
	Iteration 17Q: 3 clusters Score -4893444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4893510.500000 Penalty: 5142.874023
	Iteration 18Q: 3 clusters Score -4893510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4893561.500000 Penalty: 5142.874023
	Iteration 19Q: 3 clusters Score -4893562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4893606.500000 Penalty: 5142.874023
	Iteration 20F: 3 clusters Score -4893606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4893612.500000 Penalty: 5142.874023
	Iteration 21Q: 3 clusters Score -4893612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4893621.500000 Penalty: 5142.874023
	Iteration 22Q: 3 clusters Score -4893622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4893635.500000 Penalty: 5142.874023
	Iteration 23Q: 3 clusters Score -4893636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4893643.500000 Penalty: 5142.874023
	Iteration 24Q: 3 clusters Score -4893644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4893647.000000 Penalty: 5142.874023
	Iteration 25Q: 3 clusters Score -4893647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4893656.500000 Penalty: 5142.874023
	Iteration 26Q: 3 clusters Score -4893656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4893664.500000 Penalty: 5142.874023
	Iteration 27Q: 3 clusters Score -4893664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4893662.500000 Penalty: 5142.874023
	Iteration 28Q: 3 clusters Score -4893662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4893665.500000 Penalty: 5142.874023
	Iteration 29Q: 3 clusters Score -4893666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4893665.500000 Penalty: 5142.874023
	Iteration 30F: 3 clusters Score -4893666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1379870.000000 Penalty: 2292.576172
	Iteration 0F: 2 clusters Score -1379870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1372519.625000 Penalty: 4585.152344
	Iteration 0F: 3 clusters Score -1372520 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1378459.375000 Penalty: 4585.152344
	Iteration 1F: 3 clusters Score -1378459 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1383098.375000 Penalty: 4585.152344
	Iteration 2F: 3 clusters Score -1383098 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1385288.375000 Penalty: 4585.152344
	Iteration 3F: 3 clusters Score -1385288 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1385961.500000 Penalty: 4585.152344
	Iteration 4F: 3 clusters Score -1385962 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1386189.875000 Penalty: 4585.152344
	Iteration 5Q: 3 clusters Score -1386190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1386279.875000 Penalty: 4585.152344
	Iteration 6Q: 3 clusters Score -1386280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1386318.000000 Penalty: 4585.152344
	Iteration 7Q: 3 clusters Score -1386318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1386331.625000 Penalty: 4585.152344
	Iteration 8Q: 3 clusters Score -1386332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1386340.500000 Penalty: 4585.152344
	Iteration 9Q: 3 clusters Score -1386340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1386347.125000 Penalty: 4585.152344
	Iteration 10Q: 3 clusters Score -1386347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1386349.625000 Penalty: 4585.152344
	Iteration 11Q: 3 clusters Score -1386350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1386355.125000 Penalty: 4585.152344
	Iteration 12Q: 3 clusters Score -1386355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1386353.250000 Penalty: 4585.152344
	Iteration 13Q: 3 clusters Score -1386353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1386353.250000 Penalty: 4585.152344
	Iteration 14F: 3 clusters Score -1386353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 58464 members 
Mstep: Class 11 contains 108766 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9445 members 
Entering Unmasked Estep 
Score: -137603664.000000 Penalty: 57876.539062
Splitting cluster 9 changes total score from -137598544.000000 to -137603664.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (58464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Entering Unmasked Estep 
Score: -8575254.000000 Penalty: 2722.089355
	Iteration 0F: 2 clusters Score -8575254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -8536153.000000 Penalty: 5444.178711
	Iteration 0F: 3 clusters Score -8536153 nChanged 27202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8552530.000000 Penalty: 5444.178711
	Iteration 1F: 3 clusters Score -8552530 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8555753.000000 Penalty: 5444.178711
	Iteration 2F: 3 clusters Score -8555753 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -8560750.000000 Penalty: 5444.178711
	Iteration 3F: 3 clusters Score -8560750 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8565520.000000 Penalty: 5444.178711
	Iteration 4F: 3 clusters Score -8565520 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -8568325.000000 Penalty: 5444.178711
	Iteration 5F: 3 clusters Score -8568325 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -8569560.000000 Penalty: 5444.178711
	Iteration 6F: 3 clusters Score -8569560 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -8570166.000000 Penalty: 5444.178711
	Iteration 7Q: 3 clusters Score -8570166 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -8570389.000000 Penalty: 5444.178711
	Iteration 8Q: 3 clusters Score -8570389 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -8570517.000000 Penalty: 5444.178711
	Iteration 9Q: 3 clusters Score -8570517 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -8570599.000000 Penalty: 5444.178711
	Iteration 10Q: 3 clusters Score -8570599 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -8570732.000000 Penalty: 5444.178711
	Iteration 11Q: 3 clusters Score -8570732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -8570814.000000 Penalty: 5444.178711
	Iteration 12Q: 3 clusters Score -8570814 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -8570942.000000 Penalty: 5444.178711
	Iteration 13Q: 3 clusters Score -8570942 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -8571079.000000 Penalty: 5444.178711
	Iteration 14Q: 3 clusters Score -8571079 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -8571218.000000 Penalty: 5444.178711
	Iteration 15Q: 3 clusters Score -8571218 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8571361.000000 Penalty: 5444.178711
	Iteration 16Q: 3 clusters Score -8571361 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -8571475.000000 Penalty: 5444.178711
	Iteration 17Q: 3 clusters Score -8571475 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8571611.000000 Penalty: 5444.178711
	Iteration 18Q: 3 clusters Score -8571611 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8571750.000000 Penalty: 5444.178711
	Iteration 19Q: 3 clusters Score -8571750 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8571918.000000 Penalty: 5444.178711
	Iteration 20F: 3 clusters Score -8571918 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8572167.000000 Penalty: 5444.178711
	Iteration 21Q: 3 clusters Score -8572167 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8572296.000000 Penalty: 5444.178711
	Iteration 22Q: 3 clusters Score -8572296 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -8572514.000000 Penalty: 5444.178711
	Iteration 23Q: 3 clusters Score -8572514 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -8572662.000000 Penalty: 5444.178711
	Iteration 24Q: 3 clusters Score -8572662 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -8572816.000000 Penalty: 5444.178711
	Iteration 25Q: 3 clusters Score -8572816 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8572930.000000 Penalty: 5444.178711
	Iteration 26Q: 3 clusters Score -8572930 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -8573003.000000 Penalty: 5444.178711
	Iteration 27Q: 3 clusters Score -8573003 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8573184.000000 Penalty: 5444.178711
	Iteration 28Q: 3 clusters Score -8573184 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -8573312.000000 Penalty: 5444.178711
	Iteration 29Q: 3 clusters Score -8573312 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8573436.000000 Penalty: 5444.178711
	Iteration 30Q: 3 clusters Score -8573436 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8573553.000000 Penalty: 5444.178711
	Iteration 31Q: 3 clusters Score -8573553 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8573681.000000 Penalty: 5444.178711
	Iteration 32Q: 3 clusters Score -8573681 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8573774.000000 Penalty: 5444.178711
	Iteration 33Q: 3 clusters Score -8573774 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8573854.000000 Penalty: 5444.178711
	Iteration 34Q: 3 clusters Score -8573854 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8573964 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8574054 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8574205.000000 Penalty: 5444.178711
	Iteration 37Q: 3 clusters Score -8574205 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8574338.000000 Penalty: 5444.178711
	Iteration 38Q: 3 clusters Score -8574338 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8574444.000000 Penalty: 5444.178711
	Iteration 39Q: 3 clusters Score -8574444 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8574543.000000 Penalty: 5444.178711
	Iteration 40F: 3 clusters Score -8574543 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8574633.000000 Penalty: 5444.178711
	Iteration 41Q: 3 clusters Score -8574633 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8574733.000000 Penalty: 5444.178711
	Iteration 42Q: 3 clusters Score -8574733 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -8574868.000000 Penalty: 5444.178711
	Iteration 43Q: 3 clusters Score -8574868 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8574939.000000 Penalty: 5444.178711
	Iteration 44Q: 3 clusters Score -8574939 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -8575039.000000 Penalty: 5444.178711
	Iteration 45Q: 3 clusters Score -8575039 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -8575133.000000 Penalty: 5444.178711
	Iteration 46Q: 3 clusters Score -8575133 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -8575225.000000 Penalty: 5444.178711
	Iteration 47Q: 3 clusters Score -8575225 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -8575315.000000 Penalty: 5444.178711
	Iteration 48Q: 3 clusters Score -8575315 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -8575411.000000 Penalty: 5444.178711
	Iteration 49Q: 3 clusters Score -8575411 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -8575465.000000 Penalty: 5444.178711
	Iteration 50Q: 3 clusters Score -8575465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -8575510.000000 Penalty: 5444.178711
	Iteration 51Q: 3 clusters Score -8575510 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -8575553.000000 Penalty: 5444.178711
	Iteration 52Q: 3 clusters Score -8575553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -8575569.000000 Penalty: 5444.178711
	Iteration 53Q: 3 clusters Score -8575569 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -8575603.000000 Penalty: 5444.178711
	Iteration 54Q: 3 clusters Score -8575603 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -8575646.000000 Penalty: 5444.178711
	Iteration 55Q: 3 clusters Score -8575646 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -8575675.000000 Penalty: 5444.178711
	Iteration 56Q: 3 clusters Score -8575675 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -8575714.000000 Penalty: 5444.178711
	Iteration 57Q: 3 clusters Score -8575714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -8575723.000000 Penalty: 5444.178711
	Iteration 58Q: 3 clusters Score -8575723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -8575760.000000 Penalty: 5444.178711
	Iteration 59Q: 3 clusters Score -8575760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -8575753.000000 Penalty: 5444.178711
	Iteration 60F: 3 clusters Score -8575753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -8575748.000000 Penalty: 5444.178711
	Iteration 61Q: 3 clusters Score -8575748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -8575766.000000 Penalty: 5444.178711
	Iteration 62Q: 3 clusters Score -8575766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -8575773.000000 Penalty: 5444.178711
	Iteration 63Q: 3 clusters Score -8575773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -8575787.000000 Penalty: 5444.178711
	Iteration 64Q: 3 clusters Score -8575787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8575773.000000 Penalty: 5444.178711
	Iteration 65Q: 3 clusters Score -8575773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -8575782.000000 Penalty: 5444.178711
	Iteration 66Q: 3 clusters Score -8575782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -8575780.000000 Penalty: 5444.178711
	Iteration 67Q: 3 clusters Score -8575780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -8575773.000000 Penalty: 5444.178711
	Iteration 68Q: 3 clusters Score -8575773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -8575786.000000 Penalty: 5444.178711
	Iteration 69Q: 3 clusters Score -8575786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -8575790.000000 Penalty: 5444.178711
	Iteration 70Q: 3 clusters Score -8575790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -8575794.000000 Penalty: 5444.178711
	Iteration 71Q: 3 clusters Score -8575794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -8575809.000000 Penalty: 5444.178711
	Iteration 72Q: 3 clusters Score -8575809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8575824.000000 Penalty: 5444.178711
	Iteration 73Q: 3 clusters Score -8575824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -8575814.000000 Penalty: 5444.178711
	Iteration 74Q: 3 clusters Score -8575814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -8575820.000000 Penalty: 5444.178711
	Iteration 75Q: 3 clusters Score -8575820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -8575847.000000 Penalty: 5444.178711
	Iteration 76Q: 3 clusters Score -8575847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -8575845.000000 Penalty: 5444.178711
	Iteration 77Q: 3 clusters Score -8575845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -8575850.000000 Penalty: 5444.178711
	Iteration 78Q: 3 clusters Score -8575850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -8575853.000000 Penalty: 5444.178711
	Iteration 79Q: 3 clusters Score -8575853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -8575850.000000 Penalty: 5444.178711
	Iteration 80F: 3 clusters Score -8575850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -8575849.000000 Penalty: 5444.178711
	Iteration 81Q: 3 clusters Score -8575849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -8575853.000000 Penalty: 5444.178711
	Iteration 82Q: 3 clusters Score -8575853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -8575862.000000 Penalty: 5444.178711
	Iteration 83Q: 3 clusters Score -8575862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -8575860.000000 Penalty: 5444.178711
	Iteration 84Q: 3 clusters Score -8575860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -8575874.000000 Penalty: 5444.178711
	Iteration 85Q: 3 clusters Score -8575874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -8575870.000000 Penalty: 5444.178711
	Iteration 86Q: 3 clusters Score -8575870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -8575899.000000 Penalty: 5444.178711
	Iteration 87Q: 3 clusters Score -8575899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -8575936.000000 Penalty: 5444.178711
	Iteration 88Q: 3 clusters Score -8575936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8575975.000000 Penalty: 5444.178711
	Iteration 89Q: 3 clusters Score -8575975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -8575994.000000 Penalty: 5444.178711
	Iteration 90Q: 3 clusters Score -8575994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -8576048.000000 Penalty: 5444.178711
	Iteration 91Q: 3 clusters Score -8576048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -8576158.000000 Penalty: 5444.178711
	Iteration 92Q: 3 clusters Score -8576158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -8576337.000000 Penalty: 5444.178711
	Iteration 93Q: 3 clusters Score -8576337 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -8576649.000000 Penalty: 5444.178711
	Iteration 94Q: 3 clusters Score -8576649 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -8577107.000000 Penalty: 5444.178711
	Iteration 95Q: 3 clusters Score -8577107 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -8577568.000000 Penalty: 5444.178711
	Iteration 96Q: 3 clusters Score -8577568 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -8577813.000000 Penalty: 5444.178711
	Iteration 97Q: 3 clusters Score -8577813 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -8577888.000000 Penalty: 5444.178711
	Iteration 98Q: 3 clusters Score -8577888 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -8577931.000000 Penalty: 5444.178711
	Iteration 99Q: 3 clusters Score -8577931 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -8577971.000000 Penalty: 5444.178711
	Iteration 100F: 3 clusters Score -8577971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -8577989.000000 Penalty: 5444.178711
	Iteration 101Q: 3 clusters Score -8577989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -8577985.000000 Penalty: 5444.178711
	Iteration 102Q: 3 clusters Score -8577985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -8577988.000000 Penalty: 5444.178711
	Iteration 103Q: 3 clusters Score -8577988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -8577987.000000 Penalty: 5444.178711
	Iteration 104Q: 3 clusters Score -8577987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -8577993.000000 Penalty: 5444.178711
	Iteration 105Q: 3 clusters Score -8577993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -8578003.000000 Penalty: 5444.178711
	Iteration 106Q: 3 clusters Score -8578003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -8578004.000000 Penalty: 5444.178711
	Iteration 107Q: 3 clusters Score -8578004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -8578004.000000 Penalty: 5444.178711
	Iteration 108Q: 3 clusters Score -8578004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8578008.000000 Penalty: 5444.178711
	Iteration 109Q: 3 clusters Score -8578008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -8578002.000000 Penalty: 5444.178711
	Iteration 110Q: 3 clusters Score -8578002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -8577993.000000 Penalty: 5444.178711
	Iteration 111Q: 3 clusters Score -8577993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -8578004.000000 Penalty: 5444.178711
	Iteration 112Q: 3 clusters Score -8578004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -8578012.000000 Penalty: 5444.178711
	Iteration 113Q: 3 clusters Score -8578012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -8578016.000000 Penalty: 5444.178711
	Iteration 114Q: 3 clusters Score -8578016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -8578023.000000 Penalty: 5444.178711
	Iteration 115Q: 3 clusters Score -8578023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -8578027.000000 Penalty: 5444.178711
	Iteration 116Q: 3 clusters Score -8578027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -8578018.000000 Penalty: 5444.178711
	Iteration 117Q: 3 clusters Score -8578018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -8578026.000000 Penalty: 5444.178711
	Iteration 118Q: 3 clusters Score -8578026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -8578017.000000 Penalty: 5444.178711
	Iteration 119Q: 3 clusters Score -8578017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -8578017.000000 Penalty: 5444.178711
	Iteration 120F: 3 clusters Score -8578017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -8578021.000000 Penalty: 5444.178711
	Iteration 121Q: 3 clusters Score -8578021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -8578019.000000 Penalty: 5444.178711
	Iteration 122Q: 3 clusters Score -8578019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -8578017.000000 Penalty: 5444.178711
	Iteration 123Q: 3 clusters Score -8578017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -8578017.000000 Penalty: 5444.178711
	Iteration 124F: 3 clusters Score -8578017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 108766 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 53779 members 
Entering Unmasked Estep 
Score: -137605808.000000 Penalty: 61281.042969
Splitting cluster 10 changes total score from -137598544.000000 to -137605808.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (108766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Entering Unmasked Estep 
Score: -16740391.000000 Penalty: 2876.044678
	Iteration 0F: 2 clusters Score -1.674039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -16671996.000000 Penalty: 5752.089355
	Iteration 0F: 3 clusters Score -1.6672e+07 nChanged 51374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -16701482.000000 Penalty: 5752.089355
	Iteration 1F: 3 clusters Score -1.670148e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -16702407.000000 Penalty: 5752.089355
	Iteration 2Q: 3 clusters Score -1.670241e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -16703607.000000 Penalty: 5752.089355
	Iteration 3Q: 3 clusters Score -1.670361e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -16704957.000000 Penalty: 5752.089355
	Iteration 4Q: 3 clusters Score -1.670496e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -16706674.000000 Penalty: 5752.089355
	Iteration 5Q: 3 clusters Score -1.670667e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -16708805.000000 Penalty: 5752.089355
	Iteration 6Q: 3 clusters Score -1.67088e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -16711497.000000 Penalty: 5752.089355
	Iteration 7Q: 3 clusters Score -1.67115e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -16714857.000000 Penalty: 5752.089355
	Iteration 8F: 3 clusters Score -1.671486e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -16718673.000000 Penalty: 5752.089355
	Iteration 9F: 3 clusters Score -1.671867e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -16722564.000000 Penalty: 5752.089355
	Iteration 10F: 3 clusters Score -1.672256e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -16725584.000000 Penalty: 5752.089355
	Iteration 11Q: 3 clusters Score -1.672558e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -16727482.000000 Penalty: 5752.089355
	Iteration 12Q: 3 clusters Score -1.672748e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -16728540.000000 Penalty: 5752.089355
	Iteration 13Q: 3 clusters Score -1.672854e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -16729062.000000 Penalty: 5752.089355
	Iteration 14Q: 3 clusters Score -1.672906e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -16729406.000000 Penalty: 5752.089355
	Iteration 15Q: 3 clusters Score -1.672941e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -16729777.000000 Penalty: 5752.089355
	Iteration 16Q: 3 clusters Score -1.672978e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -16730089.000000 Penalty: 5752.089355
	Iteration 17Q: 3 clusters Score -1.673009e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -16730392.000000 Penalty: 5752.089355
	Iteration 18Q: 3 clusters Score -1.673039e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -16730719.000000 Penalty: 5752.089355
	Iteration 19Q: 3 clusters Score -1.673072e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -16731033.000000 Penalty: 5752.089355
	Iteration 20F: 3 clusters Score -1.673103e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -16731374.000000 Penalty: 5752.089355
	Iteration 21Q: 3 clusters Score -1.673137e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -16731770.000000 Penalty: 5752.089355
	Iteration 22Q: 3 clusters Score -1.673177e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -16732125.000000 Penalty: 5752.089355
	Iteration 23Q: 3 clusters Score -1.673212e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -16732535.000000 Penalty: 5752.089355
	Iteration 24Q: 3 clusters Score -1.673254e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -16733039.000000 Penalty: 5752.089355
	Iteration 25Q: 3 clusters Score -1.673304e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -16733433.000000 Penalty: 5752.089355
	Iteration 26Q: 3 clusters Score -1.673343e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -16733879.000000 Penalty: 5752.089355
	Iteration 27Q: 3 clusters Score -1.673388e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -16734320.000000 Penalty: 5752.089355
	Iteration 28Q: 3 clusters Score -1.673432e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -16734677.000000 Penalty: 5752.089355
	Iteration 29Q: 3 clusters Score -1.673468e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -16735203.000000 Penalty: 5752.089355
	Iteration 30Q: 3 clusters Score -1.67352e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -16735584.000000 Penalty: 5752.089355
	Iteration 31Q: 3 clusters Score -1.673558e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -16735987.000000 Penalty: 5752.089355
	Iteration 32Q: 3 clusters Score -1.673599e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -16736356.000000 Penalty: 5752.089355
	Iteration 33Q: 3 clusters Score -1.673636e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -16736780.000000 Penalty: 5752.089355
	Iteration 34Q: 3 clusters Score -1.673678e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -16737270.000000 Penalty: 5752.089355
	Iteration 35Q: 3 clusters Score -1.673727e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -16737822.000000 Penalty: 5752.089355
	Iteration 36Q: 3 clusters Score -1.673782e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -16738317.000000 Penalty: 5752.089355
	Iteration 37Q: 3 clusters Score -1.673832e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -16738851.000000 Penalty: 5752.089355
	Iteration 38Q: 3 clusters Score -1.673885e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -16739232.000000 Penalty: 5752.089355
	Iteration 39Q: 3 clusters Score -1.673923e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -16739546.000000 Penalty: 5752.089355
	Iteration 40F: 3 clusters Score -1.673955e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -16739869.000000 Penalty: 5752.089355
	Iteration 41Q: 3 clusters Score -1.673987e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -16740144.000000 Penalty: 5752.089355
	Iteration 42Q: 3 clusters Score -1.674014e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -16740337.000000 Penalty: 5752.089355
	Iteration 43Q: 3 clusters Score -1.674034e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -16740460.000000 Penalty: 5752.089355
	Iteration 44Q: 3 clusters Score -1.674046e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -16740623.000000 Penalty: 5752.089355
	Iteration 45Q: 3 clusters Score -1.674062e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -16740722.000000 Penalty: 5752.089355
	Iteration 46Q: 3 clusters Score -1.674072e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -16740753.000000 Penalty: 5752.089355
	Iteration 47Q: 3 clusters Score -1.674075e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -16740727.000000 Penalty: 5752.089355
	Iteration 48Q: 3 clusters Score -1.674073e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -16740735.000000 Penalty: 5752.089355
	Iteration 49Q: 3 clusters Score -1.674074e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -16740705.000000 Penalty: 5752.089355
	Iteration 50Q: 3 clusters Score -1.67407e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -16740616.000000 Penalty: 5752.089355
	Iteration 51Q: 3 clusters Score -1.674062e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -16740568.000000 Penalty: 5752.089355
	Iteration 52Q: 3 clusters Score -1.674057e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 105614 members 
Entering Unmasked Estep 
Score: -16740508.000000 Penalty: 5752.089355
	Iteration 53Q: 3 clusters Score -1.674051e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -16740478.000000 Penalty: 5752.089355
	Iteration 54Q: 3 clusters Score -1.674048e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -16740469.000000 Penalty: 5752.089355
	Iteration 55Q: 3 clusters Score -1.674047e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -16740422.000000 Penalty: 5752.089355
	Iteration 56Q: 3 clusters Score -1.674042e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 105930 members 
Entering Unmasked Estep 
Score: -16740383.000000 Penalty: 5752.089355
	Iteration 57Q: 3 clusters Score -1.674038e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -16740388.000000 Penalty: 5752.089355
	Iteration 58Q: 3 clusters Score -1.674039e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -16740367.000000 Penalty: 5752.089355
	Iteration 59Q: 3 clusters Score -1.674037e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -16740364.000000 Penalty: 5752.089355
	Iteration 60F: 3 clusters Score -1.674036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -16740376.000000 Penalty: 5752.089355
	Iteration 61Q: 3 clusters Score -1.674038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -16740377.000000 Penalty: 5752.089355
	Iteration 62Q: 3 clusters Score -1.674038e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -16740386.000000 Penalty: 5752.089355
	Iteration 63Q: 3 clusters Score -1.674039e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -16740402.000000 Penalty: 5752.089355
	Iteration 64Q: 3 clusters Score -1.67404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -16740435.000000 Penalty: 5752.089355
	Iteration 65Q: 3 clusters Score -1.674044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -16740450.000000 Penalty: 5752.089355
	Iteration 66Q: 3 clusters Score -1.674045e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -16740427.000000 Penalty: 5752.089355
	Iteration 67Q: 3 clusters Score -1.674043e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -16740459.000000 Penalty: 5752.089355
	Iteration 68Q: 3 clusters Score -1.674046e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -16740500.000000 Penalty: 5752.089355
	Iteration 69Q: 3 clusters Score -1.67405e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -16740541.000000 Penalty: 5752.089355
	Iteration 70Q: 3 clusters Score -1.674054e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -16740568.000000 Penalty: 5752.089355
	Iteration 71Q: 3 clusters Score -1.674057e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -16740617.000000 Penalty: 5752.089355
	Iteration 72Q: 3 clusters Score -1.674062e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -16740610.000000 Penalty: 5752.089355
	Iteration 73Q: 3 clusters Score -1.674061e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -16740643.000000 Penalty: 5752.089355
	Iteration 74Q: 3 clusters Score -1.674064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -16740631.000000 Penalty: 5752.089355
	Iteration 75Q: 3 clusters Score -1.674063e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -16740652.000000 Penalty: 5752.089355
	Iteration 76Q: 3 clusters Score -1.674065e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -16740653.000000 Penalty: 5752.089355
	Iteration 77Q: 3 clusters Score -1.674065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -16740698.000000 Penalty: 5752.089355
	Iteration 78Q: 3 clusters Score -1.67407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -16740708.000000 Penalty: 5752.089355
	Iteration 79Q: 3 clusters Score -1.674071e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -16740737.000000 Penalty: 5752.089355
	Iteration 80F: 3 clusters Score -1.674074e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -16740755.000000 Penalty: 5752.089355
	Iteration 81Q: 3 clusters Score -1.674076e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -16740808.000000 Penalty: 5752.089355
	Iteration 82Q: 3 clusters Score -1.674081e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -16740813.000000 Penalty: 5752.089355
	Iteration 83Q: 3 clusters Score -1.674081e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -16740837.000000 Penalty: 5752.089355
	Iteration 84Q: 3 clusters Score -1.674084e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -16740921.000000 Penalty: 5752.089355
	Iteration 85Q: 3 clusters Score -1.674092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -16740925.000000 Penalty: 5752.089355
	Iteration 86Q: 3 clusters Score -1.674092e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -16740956.000000 Penalty: 5752.089355
	Iteration 87Q: 3 clusters Score -1.674096e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -16741007.000000 Penalty: 5752.089355
	Iteration 88Q: 3 clusters Score -1.674101e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -16741040.000000 Penalty: 5752.089355
	Iteration 89Q: 3 clusters Score -1.674104e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -16741101.000000 Penalty: 5752.089355
	Iteration 90Q: 3 clusters Score -1.67411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -16741093.000000 Penalty: 5752.089355
	Iteration 91Q: 3 clusters Score -1.674109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -16741118.000000 Penalty: 5752.089355
	Iteration 92Q: 3 clusters Score -1.674112e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -16741142.000000 Penalty: 5752.089355
	Iteration 93Q: 3 clusters Score -1.674114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -16741169.000000 Penalty: 5752.089355
	Iteration 94Q: 3 clusters Score -1.674117e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -16741194.000000 Penalty: 5752.089355
	Iteration 95Q: 3 clusters Score -1.674119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -16741234.000000 Penalty: 5752.089355
	Iteration 96Q: 3 clusters Score -1.674123e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -16741247.000000 Penalty: 5752.089355
	Iteration 97Q: 3 clusters Score -1.674125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -16741255.000000 Penalty: 5752.089355
	Iteration 98Q: 3 clusters Score -1.674126e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -16741264.000000 Penalty: 5752.089355
	Iteration 99Q: 3 clusters Score -1.674126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -16741253.000000 Penalty: 5752.089355
	Iteration 100F: 3 clusters Score -1.674125e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -16741275.000000 Penalty: 5752.089355
	Iteration 101Q: 3 clusters Score -1.674128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -16741282.000000 Penalty: 5752.089355
	Iteration 102Q: 3 clusters Score -1.674128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -16741299.000000 Penalty: 5752.089355
	Iteration 103Q: 3 clusters Score -1.67413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -16741313.000000 Penalty: 5752.089355
	Iteration 104Q: 3 clusters Score -1.674131e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -16741333.000000 Penalty: 5752.089355
	Iteration 105Q: 3 clusters Score -1.674133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -16741332.000000 Penalty: 5752.089355
	Iteration 106Q: 3 clusters Score -1.674133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -16741360.000000 Penalty: 5752.089355
	Iteration 107Q: 3 clusters Score -1.674136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -16741348.000000 Penalty: 5752.089355
	Iteration 108Q: 3 clusters Score -1.674135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -16741382.000000 Penalty: 5752.089355
	Iteration 109Q: 3 clusters Score -1.674138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -16741369.000000 Penalty: 5752.089355
	Iteration 110Q: 3 clusters Score -1.674137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -16741386.000000 Penalty: 5752.089355
	Iteration 111Q: 3 clusters Score -1.674139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -16741428.000000 Penalty: 5752.089355
	Iteration 112Q: 3 clusters Score -1.674143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -16741419.000000 Penalty: 5752.089355
	Iteration 113Q: 3 clusters Score -1.674142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -16741422.000000 Penalty: 5752.089355
	Iteration 114Q: 3 clusters Score -1.674142e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -16741430.000000 Penalty: 5752.089355
	Iteration 115Q: 3 clusters Score -1.674143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -16741413.000000 Penalty: 5752.089355
	Iteration 116Q: 3 clusters Score -1.674141e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -16741465.000000 Penalty: 5752.089355
	Iteration 117Q: 3 clusters Score -1.674146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -16741448.000000 Penalty: 5752.089355
	Iteration 118Q: 3 clusters Score -1.674145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -16741461.000000 Penalty: 5752.089355
	Iteration 119Q: 3 clusters Score -1.674146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -16741476.000000 Penalty: 5752.089355
	Iteration 120F: 3 clusters Score -1.674148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -16741486.000000 Penalty: 5752.089355
	Iteration 121Q: 3 clusters Score -1.674149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -16741506.000000 Penalty: 5752.089355
	Iteration 122Q: 3 clusters Score -1.674151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -16741509.000000 Penalty: 5752.089355
	Iteration 123Q: 3 clusters Score -1.674151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -16741519.000000 Penalty: 5752.089355
	Iteration 124Q: 3 clusters Score -1.674152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -16741527.000000 Penalty: 5752.089355
	Iteration 125Q: 3 clusters Score -1.674153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -16741517.000000 Penalty: 5752.089355
	Iteration 126Q: 3 clusters Score -1.674152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -16741538.000000 Penalty: 5752.089355
	Iteration 127Q: 3 clusters Score -1.674154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -16741542.000000 Penalty: 5752.089355
	Iteration 128Q: 3 clusters Score -1.674154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -16741551.000000 Penalty: 5752.089355
	Iteration 129Q: 3 clusters Score -1.674155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -16741560.000000 Penalty: 5752.089355
	Iteration 130Q: 3 clusters Score -1.674156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -16741560.000000 Penalty: 5752.089355
	Iteration 131Q: 3 clusters Score -1.674156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -16741568.000000 Penalty: 5752.089355
	Iteration 132Q: 3 clusters Score -1.674157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -16741551.000000 Penalty: 5752.089355
	Iteration 133Q: 3 clusters Score -1.674155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -16741554.000000 Penalty: 5752.089355
	Iteration 134Q: 3 clusters Score -1.674155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -16741551.000000 Penalty: 5752.089355
	Iteration 135Q: 3 clusters Score -1.674155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -16741563.000000 Penalty: 5752.089355
	Iteration 136Q: 3 clusters Score -1.674156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -16741544.000000 Penalty: 5752.089355
	Iteration 137Q: 3 clusters Score -1.674154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -16741542.000000 Penalty: 5752.089355
	Iteration 138Q: 3 clusters Score -1.674154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -16741550.000000 Penalty: 5752.089355
	Iteration 139Q: 3 clusters Score -1.674155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -16741561.000000 Penalty: 5752.089355
	Iteration 140F: 3 clusters Score -1.674156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -16741559.000000 Penalty: 5752.089355
	Iteration 141Q: 3 clusters Score -1.674156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -16741567.000000 Penalty: 5752.089355
	Iteration 142Q: 3 clusters Score -1.674157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -16741550.000000 Penalty: 5752.089355
	Iteration 143Q: 3 clusters Score -1.674155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -16741557.000000 Penalty: 5752.089355
	Iteration 144Q: 3 clusters Score -1.674156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -16741541.000000 Penalty: 5752.089355
	Iteration 145Q: 3 clusters Score -1.674154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -16741543.000000 Penalty: 5752.089355
	Iteration 146Q: 3 clusters Score -1.674154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -16741552.000000 Penalty: 5752.089355
	Iteration 147Q: 3 clusters Score -1.674155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -16741565.000000 Penalty: 5752.089355
	Iteration 148Q: 3 clusters Score -1.674156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -16741561.000000 Penalty: 5752.089355
	Iteration 149Q: 3 clusters Score -1.674156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -16741579.000000 Penalty: 5752.089355
	Iteration 150Q: 3 clusters Score -1.674158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -16741590.000000 Penalty: 5752.089355
	Iteration 151Q: 3 clusters Score -1.674159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -16741594.000000 Penalty: 5752.089355
	Iteration 152Q: 3 clusters Score -1.674159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -16741599.000000 Penalty: 5752.089355
	Iteration 153Q: 3 clusters Score -1.67416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -16741578.000000 Penalty: 5752.089355
	Iteration 154Q: 3 clusters Score -1.674158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 103605 members 
Entering Unmasked Estep 
Score: -16741582.000000 Penalty: 5752.089355
	Iteration 155Q: 3 clusters Score -1.674158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -16741576.000000 Penalty: 5752.089355
	Iteration 156Q: 3 clusters Score -1.674158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -16741570.000000 Penalty: 5752.089355
	Iteration 157Q: 3 clusters Score -1.674157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -16741569.000000 Penalty: 5752.089355
	Iteration 158Q: 3 clusters Score -1.674157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -16741578.000000 Penalty: 5752.089355
	Iteration 159Q: 3 clusters Score -1.674158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -16741581.000000 Penalty: 5752.089355
	Iteration 160F: 3 clusters Score -1.674158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -16741593.000000 Penalty: 5752.089355
	Iteration 161Q: 3 clusters Score -1.674159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -16741590.000000 Penalty: 5752.089355
	Iteration 162Q: 3 clusters Score -1.674159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -16741586.000000 Penalty: 5752.089355
	Iteration 163Q: 3 clusters Score -1.674159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -16741586.000000 Penalty: 5752.089355
	Iteration 164F: 3 clusters Score -1.674159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 53779 members 
Mstep: Class 19 contains 103589 members 
Entering Unmasked Estep 
Score: -137607264.000000 Penalty: 64685.542969
Splitting cluster 11 changes total score from -137598544.000000 to -137607264.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (122917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Entering Unmasked Estep 
Score: -18931548.000000 Penalty: 2906.377686
	Iteration 0F: 2 clusters Score -1.893155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -18859204.000000 Penalty: 5812.755371
	Iteration 0F: 3 clusters Score -1.88592e+07 nChanged 58680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -18893816.000000 Penalty: 5812.755371
	Iteration 1F: 3 clusters Score -1.889382e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -18895102.000000 Penalty: 5812.755371
	Iteration 2Q: 3 clusters Score -1.88951e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -18896970.000000 Penalty: 5812.755371
	Iteration 3Q: 3 clusters Score -1.889697e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -18899304.000000 Penalty: 5812.755371
	Iteration 4Q: 3 clusters Score -1.88993e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -18902546.000000 Penalty: 5812.755371
	Iteration 5F: 3 clusters Score -1.890255e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -18907336.000000 Penalty: 5812.755371
	Iteration 6F: 3 clusters Score -1.890734e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -18913558.000000 Penalty: 5812.755371
	Iteration 7F: 3 clusters Score -1.891356e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -18919356.000000 Penalty: 5812.755371
	Iteration 8F: 3 clusters Score -1.891936e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -18923258.000000 Penalty: 5812.755371
	Iteration 9F: 3 clusters Score -1.892326e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -18925388.000000 Penalty: 5812.755371
	Iteration 10Q: 3 clusters Score -1.892539e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -18926708.000000 Penalty: 5812.755371
	Iteration 11Q: 3 clusters Score -1.892671e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -18927502.000000 Penalty: 5812.755371
	Iteration 12Q: 3 clusters Score -1.89275e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -18928390.000000 Penalty: 5812.755371
	Iteration 13Q: 3 clusters Score -1.892839e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -18929352.000000 Penalty: 5812.755371
	Iteration 14Q: 3 clusters Score -1.892935e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -18930242.000000 Penalty: 5812.755371
	Iteration 15Q: 3 clusters Score -1.893024e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -18930958.000000 Penalty: 5812.755371
	Iteration 16Q: 3 clusters Score -1.893096e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -18931710.000000 Penalty: 5812.755371
	Iteration 17Q: 3 clusters Score -1.893171e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -18932480.000000 Penalty: 5812.755371
	Iteration 18Q: 3 clusters Score -1.893248e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -18933092.000000 Penalty: 5812.755371
	Iteration 19Q: 3 clusters Score -1.893309e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -18933812.000000 Penalty: 5812.755371
	Iteration 20F: 3 clusters Score -1.893381e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -18934444.000000 Penalty: 5812.755371
	Iteration 21Q: 3 clusters Score -1.893444e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -18934906.000000 Penalty: 5812.755371
	Iteration 22Q: 3 clusters Score -1.893491e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -18935214.000000 Penalty: 5812.755371
	Iteration 23Q: 3 clusters Score -1.893521e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -18935198.000000 Penalty: 5812.755371
	Iteration 24Q: 3 clusters Score -1.89352e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -18935238.000000 Penalty: 5812.755371
	Iteration 25Q: 3 clusters Score -1.893524e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -18934988.000000 Penalty: 5812.755371
	Iteration 26Q: 3 clusters Score -1.893499e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -18934610.000000 Penalty: 5812.755371
	Iteration 27Q: 3 clusters Score -1.893461e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -18934072.000000 Penalty: 5812.755371
	Iteration 28Q: 3 clusters Score -1.893407e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -18933524.000000 Penalty: 5812.755371
	Iteration 29Q: 3 clusters Score -1.893352e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -18933180.000000 Penalty: 5812.755371
	Iteration 30Q: 3 clusters Score -1.893318e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -18932852.000000 Penalty: 5812.755371
	Iteration 31Q: 3 clusters Score -1.893285e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -18932458.000000 Penalty: 5812.755371
	Iteration 32Q: 3 clusters Score -1.893246e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -18932300.000000 Penalty: 5812.755371
	Iteration 33Q: 3 clusters Score -1.89323e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -18932158.000000 Penalty: 5812.755371
	Iteration 34Q: 3 clusters Score -1.893216e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119835 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18931934.000000 Penalty: 5812.755371
	Iteration 35Q: 3 clusters Score -1.893193e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5812.755371
	Iteration 36Q: 3 clusters Score -1.893177e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -18931618.000000 Penalty: 5812.755371
	Iteration 37Q: 3 clusters Score -1.893162e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -18931528.000000 Penalty: 5812.755371
	Iteration 38Q: 3 clusters Score -1.893153e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -18931500.000000 Penalty: 5812.755371
	Iteration 39Q: 3 clusters Score -1.89315e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18931452.000000 Penalty: 5812.755371
	Iteration 40F: 3 clusters Score -1.893145e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -18931330.000000 Penalty: 5812.755371
	Iteration 41Q: 3 clusters Score -1.893133e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18931338.000000 Penalty: 5812.755371
	Iteration 42Q: 3 clusters Score -1.893134e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18931288.000000 Penalty: 5812.755371
	Iteration 43Q: 3 clusters Score -1.893129e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18931254.000000 Penalty: 5812.755371
	Iteration 44Q: 3 clusters Score -1.893125e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18931180.000000 Penalty: 5812.755371
	Iteration 45Q: 3 clusters Score -1.893118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18931210.000000 Penalty: 5812.755371
	Iteration 46Q: 3 clusters Score -1.893121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18931204.000000 Penalty: 5812.755371
	Iteration 47Q: 3 clusters Score -1.89312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -18931170.000000 Penalty: 5812.755371
	Iteration 48Q: 3 clusters Score -1.893117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18931188.000000 Penalty: 5812.755371
	Iteration 49Q: 3 clusters Score -1.893119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -18931188.000000 Penalty: 5812.755371
	Iteration 50Q: 3 clusters Score -1.893119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18931210.000000 Penalty: 5812.755371
	Iteration 51Q: 3 clusters Score -1.893121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18931208.000000 Penalty: 5812.755371
	Iteration 52Q: 3 clusters Score -1.893121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18931198.000000 Penalty: 5812.755371
	Iteration 53Q: 3 clusters Score -1.89312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18931202.000000 Penalty: 5812.755371
	Iteration 54Q: 3 clusters Score -1.89312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18931222.000000 Penalty: 5812.755371
	Iteration 55Q: 3 clusters Score -1.893122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18931218.000000 Penalty: 5812.755371
	Iteration 56Q: 3 clusters Score -1.893122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -18931208.000000 Penalty: 5812.755371
	Iteration 57Q: 3 clusters Score -1.893121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18931210.000000 Penalty: 5812.755371
	Iteration 58Q: 3 clusters Score -1.893121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18931226.000000 Penalty: 5812.755371
	Iteration 59Q: 3 clusters Score -1.893123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18931218.000000 Penalty: 5812.755371
	Iteration 60F: 3 clusters Score -1.893122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18931188.000000 Penalty: 5812.755371
	Iteration 61Q: 3 clusters Score -1.893119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18931186.000000 Penalty: 5812.755371
	Iteration 62Q: 3 clusters Score -1.893119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18931178.000000 Penalty: 5812.755371
	Iteration 63Q: 3 clusters Score -1.893118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18931200.000000 Penalty: 5812.755371
	Iteration 64Q: 3 clusters Score -1.89312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -18931220.000000 Penalty: 5812.755371
	Iteration 65Q: 3 clusters Score -1.893122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18931206.000000 Penalty: 5812.755371
	Iteration 66Q: 3 clusters Score -1.893121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18931204.000000 Penalty: 5812.755371
	Iteration 67Q: 3 clusters Score -1.89312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -18931186.000000 Penalty: 5812.755371
	Iteration 68Q: 3 clusters Score -1.893119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18931190.000000 Penalty: 5812.755371
	Iteration 69Q: 3 clusters Score -1.893119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18931220.000000 Penalty: 5812.755371
	Iteration 70Q: 3 clusters Score -1.893122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18931230.000000 Penalty: 5812.755371
	Iteration 71Q: 3 clusters Score -1.893123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -18931214.000000 Penalty: 5812.755371
	Iteration 72Q: 3 clusters Score -1.893121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -18931214.000000 Penalty: 5812.755371
	Iteration 73Q: 3 clusters Score -1.893121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121148 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18931214.000000 Penalty: 5812.755371
	Iteration 74Q: 3 clusters Score -1.893121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -18931204.000000 Penalty: 5812.755371
	Iteration 75Q: 3 clusters Score -1.89312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -18931202.000000 Penalty: 5812.755371
	Iteration 76Q: 3 clusters Score -1.89312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18931190.000000 Penalty: 5812.755371
	Iteration 77Q: 3 clusters Score -1.893119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18931182.000000 Penalty: 5812.755371
	Iteration 78Q: 3 clusters Score -1.893118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18931186.000000 Penalty: 5812.755371
	Iteration 79Q: 3 clusters Score -1.893119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18931182.000000 Penalty: 5812.755371
	Iteration 80F: 3 clusters Score -1.893118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18931192.000000 Penalty: 5812.755371
	Iteration 81Q: 3 clusters Score -1.893119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -18931188.000000 Penalty: 5812.755371
	Iteration 82Q: 3 clusters Score -1.893119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18931190.000000 Penalty: 5812.755371
	Iteration 83Q: 3 clusters Score -1.893119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18931208.000000 Penalty: 5812.755371
	Iteration 84Q: 3 clusters Score -1.893121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -18931198.000000 Penalty: 5812.755371
	Iteration 85Q: 3 clusters Score -1.89312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18931208.000000 Penalty: 5812.755371
	Iteration 86Q: 3 clusters Score -1.893121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18931234.000000 Penalty: 5812.755371
	Iteration 87Q: 3 clusters Score -1.893123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121115 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18931222.000000 Penalty: 5812.755371
	Iteration 88Q: 3 clusters Score -1.893122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18931228.000000 Penalty: 5812.755371
	Iteration 89Q: 3 clusters Score -1.893123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18931232.000000 Penalty: 5812.755371
	Iteration 90Q: 3 clusters Score -1.893123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18931234.000000 Penalty: 5812.755371
	Iteration 91Q: 3 clusters Score -1.893123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18931246.000000 Penalty: 5812.755371
	Iteration 92Q: 3 clusters Score -1.893125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18931246.000000 Penalty: 5812.755371
	Iteration 93Q: 3 clusters Score -1.893125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -18931252.000000 Penalty: 5812.755371
	Iteration 94Q: 3 clusters Score -1.893125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18931254.000000 Penalty: 5812.755371
	Iteration 95Q: 3 clusters Score -1.893125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -18931244.000000 Penalty: 5812.755371
	Iteration 96Q: 3 clusters Score -1.893124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18931250.000000 Penalty: 5812.755371
	Iteration 97Q: 3 clusters Score -1.893125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18931262.000000 Penalty: 5812.755371
	Iteration 98Q: 3 clusters Score -1.893126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18931240.000000 Penalty: 5812.755371
	Iteration 99Q: 3 clusters Score -1.893124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18931230.000000 Penalty: 5812.755371
	Iteration 100F: 3 clusters Score -1.893123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18931226.000000 Penalty: 5812.755371
	Iteration 101Q: 3 clusters Score -1.893123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18931232.000000 Penalty: 5812.755371
	Iteration 102Q: 3 clusters Score -1.893123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18931234.000000 Penalty: 5812.755371
	Iteration 103Q: 3 clusters Score -1.893123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -18931250.000000 Penalty: 5812.755371
	Iteration 104Q: 3 clusters Score -1.893125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18931258.000000 Penalty: 5812.755371
	Iteration 105Q: 3 clusters Score -1.893126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18931268.000000 Penalty: 5812.755371
	Iteration 106Q: 3 clusters Score -1.893127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -18931258.000000 Penalty: 5812.755371
	Iteration 107Q: 3 clusters Score -1.893126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -18931272.000000 Penalty: 5812.755371
	Iteration 108Q: 3 clusters Score -1.893127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18931260.000000 Penalty: 5812.755371
	Iteration 109Q: 3 clusters Score -1.893126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18931264.000000 Penalty: 5812.755371
	Iteration 110Q: 3 clusters Score -1.893126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18931264.000000 Penalty: 5812.755371
	Iteration 111Q: 3 clusters Score -1.893126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -18931260.000000 Penalty: 5812.755371
	Iteration 112Q: 3 clusters Score -1.893126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18931268.000000 Penalty: 5812.755371
	Iteration 113Q: 3 clusters Score -1.893127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18931272.000000 Penalty: 5812.755371
	Iteration 114Q: 3 clusters Score -1.893127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18931274.000000 Penalty: 5812.755371
	Iteration 115Q: 3 clusters Score -1.893127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18931272.000000 Penalty: 5812.755371
	Iteration 116Q: 3 clusters Score -1.893127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -18931260.000000 Penalty: 5812.755371
	Iteration 117Q: 3 clusters Score -1.893126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18931260.000000 Penalty: 5812.755371
	Iteration 118Q: 3 clusters Score -1.893126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18931260.000000 Penalty: 5812.755371
	Iteration 119Q: 3 clusters Score -1.893126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18931264.000000 Penalty: 5812.755371
	Iteration 120F: 3 clusters Score -1.893126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18931278.000000 Penalty: 5812.755371
	Iteration 121Q: 3 clusters Score -1.893128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18931272.000000 Penalty: 5812.755371
	Iteration 122Q: 3 clusters Score -1.893127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18931288.000000 Penalty: 5812.755371
	Iteration 123Q: 3 clusters Score -1.893129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18931276.000000 Penalty: 5812.755371
	Iteration 124Q: 3 clusters Score -1.893128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18931292.000000 Penalty: 5812.755371
	Iteration 125Q: 3 clusters Score -1.893129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -18931290.000000 Penalty: 5812.755371
	Iteration 126Q: 3 clusters Score -1.893129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -18931280.000000 Penalty: 5812.755371
	Iteration 127Q: 3 clusters Score -1.893128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18931282.000000 Penalty: 5812.755371
	Iteration 128Q: 3 clusters Score -1.893128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -18931290.000000 Penalty: 5812.755371
	Iteration 129Q: 3 clusters Score -1.893129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18931308.000000 Penalty: 5812.755371
	Iteration 130Q: 3 clusters Score -1.893131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18931328.000000 Penalty: 5812.755371
	Iteration 131Q: 3 clusters Score -1.893133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18931330.000000 Penalty: 5812.755371
	Iteration 132Q: 3 clusters Score -1.893133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18931322.000000 Penalty: 5812.755371
	Iteration 133Q: 3 clusters Score -1.893132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18931334.000000 Penalty: 5812.755371
	Iteration 134Q: 3 clusters Score -1.893133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18931330.000000 Penalty: 5812.755371
	Iteration 135Q: 3 clusters Score -1.893133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18931336.000000 Penalty: 5812.755371
	Iteration 136Q: 3 clusters Score -1.893134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -18931324.000000 Penalty: 5812.755371
	Iteration 137Q: 3 clusters Score -1.893132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18931330.000000 Penalty: 5812.755371
	Iteration 138Q: 3 clusters Score -1.893133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18931332.000000 Penalty: 5812.755371
	Iteration 139Q: 3 clusters Score -1.893133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18931332.000000 Penalty: 5812.755371
	Iteration 140F: 3 clusters Score -1.893133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Entering Unmasked Estep 
Score: -4708101.000000 Penalty: 2568.578369
	Iteration 0F: 2 clusters Score -4708101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4686619.000000 Penalty: 5137.156738
	Iteration 0F: 3 clusters Score -4686619 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4695182.500000 Penalty: 5137.156738
	Iteration 1F: 3 clusters Score -4695182 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4696442.500000 Penalty: 5137.156738
	Iteration 2F: 3 clusters Score -4696442 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4698038.000000 Penalty: 5137.156738
	Iteration 3F: 3 clusters Score -4698038 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4699950.000000 Penalty: 5137.156738
	Iteration 4F: 3 clusters Score -4699950 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4701722.000000 Penalty: 5137.156738
	Iteration 5F: 3 clusters Score -4701722 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4703131.000000 Penalty: 5137.156738
	Iteration 6F: 3 clusters Score -4703131 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4704093.000000 Penalty: 5137.156738
	Iteration 7F: 3 clusters Score -4704093 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4704609.000000 Penalty: 5137.156738
	Iteration 8Q: 3 clusters Score -4704609 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4704893.500000 Penalty: 5137.156738
	Iteration 9Q: 3 clusters Score -4704894 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4705083.000000 Penalty: 5137.156738
	Iteration 10Q: 3 clusters Score -4705083 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4705206.500000 Penalty: 5137.156738
	Iteration 11Q: 3 clusters Score -4705206 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4705302.000000 Penalty: 5137.156738
	Iteration 12Q: 3 clusters Score -4705302 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4705454.000000 Penalty: 5137.156738
	Iteration 13Q: 3 clusters Score -4705454 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4705636.000000 Penalty: 5137.156738
	Iteration 14Q: 3 clusters Score -4705636 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4705818.500000 Penalty: 5137.156738
	Iteration 15Q: 3 clusters Score -4705818 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4706010.500000 Penalty: 5137.156738
	Iteration 16Q: 3 clusters Score -4706010 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4706209.500000 Penalty: 5137.156738
	Iteration 17Q: 3 clusters Score -4706210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4706417.000000 Penalty: 5137.156738
	Iteration 18Q: 3 clusters Score -4706417 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4706613.000000 Penalty: 5137.156738
	Iteration 19Q: 3 clusters Score -4706613 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4706764.000000 Penalty: 5137.156738
	Iteration 20F: 3 clusters Score -4706764 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4706881.500000 Penalty: 5137.156738
	Iteration 21Q: 3 clusters Score -4706882 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4706994.000000 Penalty: 5137.156738
	Iteration 22Q: 3 clusters Score -4706994 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4707056.000000 Penalty: 5137.156738
	Iteration 23Q: 3 clusters Score -4707056 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4707092.500000 Penalty: 5137.156738
	Iteration 24Q: 3 clusters Score -4707092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4707134.000000 Penalty: 5137.156738
	Iteration 25Q: 3 clusters Score -4707134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4707150.500000 Penalty: 5137.156738
	Iteration 26Q: 3 clusters Score -4707150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4707184.000000 Penalty: 5137.156738
	Iteration 27Q: 3 clusters Score -4707184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4707209.000000 Penalty: 5137.156738
	Iteration 28Q: 3 clusters Score -4707209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4707229.000000 Penalty: 5137.156738
	Iteration 29Q: 3 clusters Score -4707229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4707222.500000 Penalty: 5137.156738
	Iteration 30Q: 3 clusters Score -4707222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4707248.500000 Penalty: 5137.156738
	Iteration 31Q: 3 clusters Score -4707248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4707262.500000 Penalty: 5137.156738
	Iteration 32Q: 3 clusters Score -4707262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4707253.000000 Penalty: 5137.156738
	Iteration 33Q: 3 clusters Score -4707253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4707257.500000 Penalty: 5137.156738
	Iteration 34Q: 3 clusters Score -4707258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4707254.500000 Penalty: 5137.156738
	Iteration 35Q: 3 clusters Score -4707254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4707257.000000 Penalty: 5137.156738
	Iteration 36Q: 3 clusters Score -4707257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4707262.000000 Penalty: 5137.156738
	Iteration 37Q: 3 clusters Score -4707262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4707251.000000 Penalty: 5137.156738
	Iteration 38Q: 3 clusters Score -4707251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4707263.000000 Penalty: 5137.156738
	Iteration 39Q: 3 clusters Score -4707263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4707260.500000 Penalty: 5137.156738
	Iteration 40F: 3 clusters Score -4707260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4707260.500000 Penalty: 5137.156738
	Iteration 41Q: 3 clusters Score -4707260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4707263.500000 Penalty: 5137.156738
	Iteration 42Q: 3 clusters Score -4707264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -4707268.000000 Penalty: 5137.156738
	Iteration 43Q: 3 clusters Score -4707268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4707274.000000 Penalty: 5137.156738
	Iteration 44Q: 3 clusters Score -4707274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4707269.500000 Penalty: 5137.156738
	Iteration 45Q: 3 clusters Score -4707270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4707273.000000 Penalty: 5137.156738
	Iteration 46Q: 3 clusters Score -4707273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4707269.500000 Penalty: 5137.156738
	Iteration 47Q: 3 clusters Score -4707270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4707272.500000 Penalty: 5137.156738
	Iteration 48Q: 3 clusters Score -4707272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4707269.500000 Penalty: 5137.156738
	Iteration 49Q: 3 clusters Score -4707270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4707270.000000 Penalty: 5137.156738
	Iteration 50Q: 3 clusters Score -4707270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4707273.500000 Penalty: 5137.156738
	Iteration 51Q: 3 clusters Score -4707274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4707274.000000 Penalty: 5137.156738
	Iteration 52Q: 3 clusters Score -4707274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4707277.500000 Penalty: 5137.156738
	Iteration 53Q: 3 clusters Score -4707278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4707278.500000 Penalty: 5137.156738
	Iteration 54Q: 3 clusters Score -4707278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -4707281.000000 Penalty: 5137.156738
	Iteration 55Q: 3 clusters Score -4707281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4707280.000000 Penalty: 5137.156738
	Iteration 56Q: 3 clusters Score -4707280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4707280.000000 Penalty: 5137.156738
	Iteration 57Q: 3 clusters Score -4707280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4707280.000000 Penalty: 5137.156738
	Iteration 58Q: 3 clusters Score -4707280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4707281.000000 Penalty: 5137.156738
	Iteration 59Q: 3 clusters Score -4707281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4707281.000000 Penalty: 5137.156738
	Iteration 60F: 3 clusters Score -4707281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Entering Unmasked Estep 
Score: -6081381.000000 Penalty: 2632.712158
	Iteration 0F: 2 clusters Score -6081381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -6053874.500000 Penalty: 5265.424316
	Iteration 0F: 3 clusters Score -6053874 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6064862.500000 Penalty: 5265.424316
	Iteration 1F: 3 clusters Score -6064862 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6067073.500000 Penalty: 5265.424316
	Iteration 2F: 3 clusters Score -6067074 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6069938.500000 Penalty: 5265.424316
	Iteration 3F: 3 clusters Score -6069938 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6073063.500000 Penalty: 5265.424316
	Iteration 4F: 3 clusters Score -6073064 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -6076013.000000 Penalty: 5265.424316
	Iteration 5F: 3 clusters Score -6076013 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6078520.000000 Penalty: 5265.424316
	Iteration 6F: 3 clusters Score -6078520 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6080488.500000 Penalty: 5265.424316
	Iteration 7F: 3 clusters Score -6080488 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6081917.000000 Penalty: 5265.424316
	Iteration 8Q: 3 clusters Score -6081917 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -6082661.000000 Penalty: 5265.424316
	Iteration 9Q: 3 clusters Score -6082661 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -6082901.500000 Penalty: 5265.424316
	Iteration 10Q: 3 clusters Score -6082902 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6083040.000000 Penalty: 5265.424316
	Iteration 11Q: 3 clusters Score -6083040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6083124.000000 Penalty: 5265.424316
	Iteration 12Q: 3 clusters Score -6083124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -6083180.500000 Penalty: 5265.424316
	Iteration 13Q: 3 clusters Score -6083180 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -6083209.500000 Penalty: 5265.424316
	Iteration 14Q: 3 clusters Score -6083210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -6083225.500000 Penalty: 5265.424316
	Iteration 15Q: 3 clusters Score -6083226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6083226.500000 Penalty: 5265.424316
	Iteration 16Q: 3 clusters Score -6083226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -6083235.000000 Penalty: 5265.424316
	Iteration 17Q: 3 clusters Score -6083235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -6083238.000000 Penalty: 5265.424316
	Iteration 18Q: 3 clusters Score -6083238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -6083241.500000 Penalty: 5265.424316
	Iteration 19Q: 3 clusters Score -6083242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -6083237.000000 Penalty: 5265.424316
	Iteration 20F: 3 clusters Score -6083237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6083252.000000 Penalty: 5265.424316
	Iteration 21Q: 3 clusters Score -6083252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6083263.000000 Penalty: 5265.424316
	Iteration 22Q: 3 clusters Score -6083263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -6083264.000000 Penalty: 5265.424316
	Iteration 23Q: 3 clusters Score -6083264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -6083267.000000 Penalty: 5265.424316
	Iteration 24Q: 3 clusters Score -6083267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -6083265.500000 Penalty: 5265.424316
	Iteration 25Q: 3 clusters Score -6083266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -6083267.500000 Penalty: 5265.424316
	Iteration 26Q: 3 clusters Score -6083268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6083273.000000 Penalty: 5265.424316
	Iteration 27Q: 3 clusters Score -6083273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -6083273.000000 Penalty: 5265.424316
	Iteration 28Q: 3 clusters Score -6083273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -6083264.500000 Penalty: 5265.424316
	Iteration 29Q: 3 clusters Score -6083264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -6083260.000000 Penalty: 5265.424316
	Iteration 30Q: 3 clusters Score -6083260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -6083261.500000 Penalty: 5265.424316
	Iteration 31Q: 3 clusters Score -6083262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6083262.500000 Penalty: 5265.424316
	Iteration 32Q: 3 clusters Score -6083262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6083262.500000 Penalty: 5265.424316
	Iteration 33F: 3 clusters Score -6083262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 53779 members 
Mstep: Class 19 contains 103589 members 
Mstep: Class 20 contains 38834 members 
Entering Unmasked Estep 
Score: -137608480.000000 Penalty: 68090.046875
Splitting cluster 14 changes total score from -137598544.000000 to -137608480.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (90907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Entering Unmasked Estep 
Score: -14014741.000000 Penalty: 2831.562744
	Iteration 0F: 2 clusters Score -1.401474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -13954587.000000 Penalty: 5663.125488
	Iteration 0F: 3 clusters Score -1.395459e+07 nChanged 42845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -13978754.000000 Penalty: 5663.125488
	Iteration 1F: 3 clusters Score -1.397875e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -13979667.000000 Penalty: 5663.125488
	Iteration 2Q: 3 clusters Score -1.397967e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -13980873.000000 Penalty: 5663.125488
	Iteration 3Q: 3 clusters Score -1.398087e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -13982432.000000 Penalty: 5663.125488
	Iteration 4Q: 3 clusters Score -1.398243e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -13984472.000000 Penalty: 5663.125488
	Iteration 5Q: 3 clusters Score -1.398447e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -13987012.000000 Penalty: 5663.125488
	Iteration 6F: 3 clusters Score -1.398701e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -13990090.000000 Penalty: 5663.125488
	Iteration 7F: 3 clusters Score -1.399009e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -13993570.000000 Penalty: 5663.125488
	Iteration 8F: 3 clusters Score -1.399357e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -13996703.000000 Penalty: 5663.125488
	Iteration 9F: 3 clusters Score -1.39967e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -13999692.000000 Penalty: 5663.125488
	Iteration 10Q: 3 clusters Score -1.399969e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -14002042.000000 Penalty: 5663.125488
	Iteration 11Q: 3 clusters Score -1.400204e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -14003501.000000 Penalty: 5663.125488
	Iteration 12Q: 3 clusters Score -1.40035e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -14004701.000000 Penalty: 5663.125488
	Iteration 13Q: 3 clusters Score -1.40047e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 76821 members 
Entering Unmasked Estep 
Score: -14005712.000000 Penalty: 5663.125488
	Iteration 14Q: 3 clusters Score -1.400571e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -14006579.000000 Penalty: 5663.125488
	Iteration 15Q: 3 clusters Score -1.400658e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -14007284.000000 Penalty: 5663.125488
	Iteration 16Q: 3 clusters Score -1.400728e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -14008006.000000 Penalty: 5663.125488
	Iteration 17Q: 3 clusters Score -1.400801e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -14008652.000000 Penalty: 5663.125488
	Iteration 18Q: 3 clusters Score -1.400865e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -14009260.000000 Penalty: 5663.125488
	Iteration 19Q: 3 clusters Score -1.400926e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -14009857.000000 Penalty: 5663.125488
	Iteration 20F: 3 clusters Score -1.400986e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 5663.125488
	Iteration 21Q: 3 clusters Score -1.401031e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -14010730.000000 Penalty: 5663.125488
	Iteration 22Q: 3 clusters Score -1.401073e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -14011103.000000 Penalty: 5663.125488
	Iteration 23Q: 3 clusters Score -1.40111e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -14011435.000000 Penalty: 5663.125488
	Iteration 24Q: 3 clusters Score -1.401144e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -14011620.000000 Penalty: 5663.125488
	Iteration 25Q: 3 clusters Score -1.401162e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -14011774.000000 Penalty: 5663.125488
	Iteration 26Q: 3 clusters Score -1.401177e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -14011862.000000 Penalty: 5663.125488
	Iteration 27Q: 3 clusters Score -1.401186e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -14011924.000000 Penalty: 5663.125488
	Iteration 28Q: 3 clusters Score -1.401192e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -14012025.000000 Penalty: 5663.125488
	Iteration 29Q: 3 clusters Score -1.401202e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -14012095.000000 Penalty: 5663.125488
	Iteration 30Q: 3 clusters Score -1.40121e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -14012139.000000 Penalty: 5663.125488
	Iteration 31Q: 3 clusters Score -1.401214e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -14012147.000000 Penalty: 5663.125488
	Iteration 32Q: 3 clusters Score -1.401215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -14012192.000000 Penalty: 5663.125488
	Iteration 33Q: 3 clusters Score -1.401219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -14012225.000000 Penalty: 5663.125488
	Iteration 34Q: 3 clusters Score -1.401222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -14012241.000000 Penalty: 5663.125488
	Iteration 35Q: 3 clusters Score -1.401224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -14012258.000000 Penalty: 5663.125488
	Iteration 36Q: 3 clusters Score -1.401226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -14012284.000000 Penalty: 5663.125488
	Iteration 37Q: 3 clusters Score -1.401228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -14012314.000000 Penalty: 5663.125488
	Iteration 38Q: 3 clusters Score -1.401231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -14012319.000000 Penalty: 5663.125488
	Iteration 39Q: 3 clusters Score -1.401232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -14012332.000000 Penalty: 5663.125488
	Iteration 40F: 3 clusters Score -1.401233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -14012352.000000 Penalty: 5663.125488
	Iteration 41Q: 3 clusters Score -1.401235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -14012383.000000 Penalty: 5663.125488
	Iteration 42Q: 3 clusters Score -1.401238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -14012391.000000 Penalty: 5663.125488
	Iteration 43Q: 3 clusters Score -1.401239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -14012404.000000 Penalty: 5663.125488
	Iteration 44Q: 3 clusters Score -1.40124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -14012429.000000 Penalty: 5663.125488
	Iteration 45Q: 3 clusters Score -1.401243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -14012435.000000 Penalty: 5663.125488
	Iteration 46Q: 3 clusters Score -1.401244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -14012452.000000 Penalty: 5663.125488
	Iteration 47Q: 3 clusters Score -1.401245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -14012452.000000 Penalty: 5663.125488
	Iteration 48Q: 3 clusters Score -1.401245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -14012466.000000 Penalty: 5663.125488
	Iteration 49Q: 3 clusters Score -1.401247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -14012472.000000 Penalty: 5663.125488
	Iteration 50Q: 3 clusters Score -1.401247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -14012477.000000 Penalty: 5663.125488
	Iteration 51Q: 3 clusters Score -1.401248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -14012507.000000 Penalty: 5663.125488
	Iteration 52Q: 3 clusters Score -1.401251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -14012506.000000 Penalty: 5663.125488
	Iteration 53Q: 3 clusters Score -1.401251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -14012516.000000 Penalty: 5663.125488
	Iteration 54Q: 3 clusters Score -1.401252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -14012513.000000 Penalty: 5663.125488
	Iteration 55Q: 3 clusters Score -1.401251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -14012512.000000 Penalty: 5663.125488
	Iteration 56Q: 3 clusters Score -1.401251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -14012519.000000 Penalty: 5663.125488
	Iteration 57Q: 3 clusters Score -1.401252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -14012522.000000 Penalty: 5663.125488
	Iteration 58Q: 3 clusters Score -1.401252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -14012528.000000 Penalty: 5663.125488
	Iteration 59Q: 3 clusters Score -1.401253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -14012525.000000 Penalty: 5663.125488
	Iteration 60F: 3 clusters Score -1.401252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -274550.437500 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -274550.4 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 1060 members 
Entering Unmasked Estep 
Score: -272164.406250 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -272164.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274324.500000 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -274324.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -275623.906250 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -275623.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -276381.625000 Penalty: 3803.142334
	Iteration 3F: 3 clusters Score -276381.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -276872.156250 Penalty: 3803.142334
	Iteration 4F: 3 clusters Score -276872.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277486.000000 Penalty: 3803.142334
	Iteration 5Q: 3 clusters Score -277486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -277899.906250 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -277899.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -278170.218750 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -278170.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -278360.375000 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -278360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -278527.625000 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -278527.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -278537.062500 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -278537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -278545.000000 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -278545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -278559.500000 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -278559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -278574.312500 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -278574.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -278595.093750 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -278595.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -278632.718750 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -278632.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -278666.843750 Penalty: 3803.142334
	Iteration 16Q: 3 clusters Score -278666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -278714.281250 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -278714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -278730.250000 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -278730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -278731.906250 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -278731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -278737.093750 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -278737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -278750.281250 Penalty: 3803.142334
	Iteration 21Q: 3 clusters Score -278750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -278753.781250 Penalty: 3803.142334
	Iteration 22F: 3 clusters Score -278753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -278767.625000 Penalty: 3803.142334
	Iteration 23Q: 3 clusters Score -278767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -278776.406250 Penalty: 3803.142334
	Iteration 24Q: 3 clusters Score -278776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -278778.937500 Penalty: 3803.142334
	Iteration 25Q: 3 clusters Score -278778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -278780.656250 Penalty: 3803.142334
	Iteration 26Q: 3 clusters Score -278780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -278781.343750 Penalty: 3803.142334
	Iteration 27Q: 3 clusters Score -278781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -278790.343750 Penalty: 3803.142334
	Iteration 28F: 3 clusters Score -278790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -278819.312500 Penalty: 3803.142334
	Iteration 29Q: 3 clusters Score -278819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -278853.687500 Penalty: 3803.142334
	Iteration 30Q: 3 clusters Score -278853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -278876.875000 Penalty: 3803.142334
	Iteration 31Q: 3 clusters Score -278876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -278897.968750 Penalty: 3803.142334
	Iteration 32Q: 3 clusters Score -278898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -278987.562500 Penalty: 3803.142334
	Iteration 33Q: 3 clusters Score -278987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -279064.875000 Penalty: 3803.142334
	Iteration 34Q: 3 clusters Score -279064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -279273.218750 Penalty: 3803.142334
	Iteration 35Q: 3 clusters Score -279273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -279503.343750 Penalty: 3803.142334
	Iteration 36Q: 3 clusters Score -279503.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -279833.250000 Penalty: 3803.142334
	Iteration 37Q: 3 clusters Score -279833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -280130.281250 Penalty: 3803.142334
	Iteration 38Q: 3 clusters Score -280130.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -280616.593750 Penalty: 3803.142334
	Iteration 39Q: 3 clusters Score -280616.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -281105.656250 Penalty: 3803.142334
	Iteration 40F: 3 clusters Score -281105.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -281413.625000 Penalty: 3803.142334
	Iteration 41Q: 3 clusters Score -281413.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -281599.937500 Penalty: 3803.142334
	Iteration 42Q: 3 clusters Score -281599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -281665.906250 Penalty: 3803.142334
	Iteration 43Q: 3 clusters Score -281665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -281683.031250 Penalty: 3803.142334
	Iteration 44Q: 3 clusters Score -281683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -281704.593750 Penalty: 3803.142334
	Iteration 45Q: 3 clusters Score -281704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -281726.656250 Penalty: 3803.142334
	Iteration 46Q: 3 clusters Score -281726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -281757.562500 Penalty: 3803.142334
	Iteration 47Q: 3 clusters Score -281757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -281761.187500 Penalty: 3803.142334
	Iteration 48Q: 3 clusters Score -281761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -281761.937500 Penalty: 3803.142334
	Iteration 49Q: 3 clusters Score -281761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -281761.937500 Penalty: 3803.142334
	Iteration 50F: 3 clusters Score -281761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 53779 members 
Mstep: Class 19 contains 103589 members 
Mstep: Class 20 contains 38834 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
Score: -137614496.000000 Penalty: 71494.546875
Splitting cluster 16 changes total score from -137598544.000000 to -137614496.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (9445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Entering Unmasked Estep 
Score: -1484695.750000 Penalty: 2270.003906
	Iteration 0F: 2 clusters Score -1484696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1477402.250000 Penalty: 4540.007812
	Iteration 0F: 3 clusters Score -1477402 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1479447.250000 Penalty: 4540.007812
	Iteration 1F: 3 clusters Score -1479447 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1479718.250000 Penalty: 4540.007812
	Iteration 2F: 3 clusters Score -1479718 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1479924.750000 Penalty: 4540.007812
	Iteration 3Q: 3 clusters Score -1479925 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1480083.875000 Penalty: 4540.007812
	Iteration 4Q: 3 clusters Score -1480084 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1480205.750000 Penalty: 4540.007812
	Iteration 5Q: 3 clusters Score -1480206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1480315.250000 Penalty: 4540.007812
	Iteration 6Q: 3 clusters Score -1480315 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1480408.125000 Penalty: 4540.007812
	Iteration 7Q: 3 clusters Score -1480408 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1480493.625000 Penalty: 4540.007812
	Iteration 8Q: 3 clusters Score -1480494 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1480592.750000 Penalty: 4540.007812
	Iteration 9Q: 3 clusters Score -1480593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1480720.125000 Penalty: 4540.007812
	Iteration 10Q: 3 clusters Score -1480720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1480867.125000 Penalty: 4540.007812
	Iteration 11Q: 3 clusters Score -1480867 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1481052.000000 Penalty: 4540.007812
	Iteration 12Q: 3 clusters Score -1481052 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1481279.375000 Penalty: 4540.007812
	Iteration 13Q: 3 clusters Score -1481279 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1481514.875000 Penalty: 4540.007812
	Iteration 14Q: 3 clusters Score -1481515 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1481757.750000 Penalty: 4540.007812
	Iteration 15Q: 3 clusters Score -1481758 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1481988.750000 Penalty: 4540.007812
	Iteration 16Q: 3 clusters Score -1481989 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1482161.500000 Penalty: 4540.007812
	Iteration 17Q: 3 clusters Score -1482162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1482308.000000 Penalty: 4540.007812
	Iteration 18Q: 3 clusters Score -1482308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1482408.375000 Penalty: 4540.007812
	Iteration 19Q: 3 clusters Score -1482408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1482487.000000 Penalty: 4540.007812
	Iteration 20F: 3 clusters Score -1482487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1482539.750000 Penalty: 4540.007812
	Iteration 21Q: 3 clusters Score -1482540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1482575.250000 Penalty: 4540.007812
	Iteration 22Q: 3 clusters Score -1482575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1482597.375000 Penalty: 4540.007812
	Iteration 23Q: 3 clusters Score -1482597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1482615.750000 Penalty: 4540.007812
	Iteration 24Q: 3 clusters Score -1482616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1482628.125000 Penalty: 4540.007812
	Iteration 25Q: 3 clusters Score -1482628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1482639.625000 Penalty: 4540.007812
	Iteration 26Q: 3 clusters Score -1482640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1482652.875000 Penalty: 4540.007812
	Iteration 27Q: 3 clusters Score -1482653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1482661.000000 Penalty: 4540.007812
	Iteration 28Q: 3 clusters Score -1482661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1482670.000000 Penalty: 4540.007812
	Iteration 29Q: 3 clusters Score -1482670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1482676.250000 Penalty: 4540.007812
	Iteration 30Q: 3 clusters Score -1482676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1482683.625000 Penalty: 4540.007812
	Iteration 31Q: 3 clusters Score -1482684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1482683.625000 Penalty: 4540.007812
	Iteration 32Q: 3 clusters Score -1482684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1482685.625000 Penalty: 4540.007812
	Iteration 33Q: 3 clusters Score -1482686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1482691.625000 Penalty: 4540.007812
	Iteration 34Q: 3 clusters Score -1482692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1482696.750000 Penalty: 4540.007812
	Iteration 35Q: 3 clusters Score -1482697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1482696.750000 Penalty: 4540.007812
	Iteration 36Q: 3 clusters Score -1482697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1482701.750000 Penalty: 4540.007812
	Iteration 37Q: 3 clusters Score -1482702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1482704.125000 Penalty: 4540.007812
	Iteration 38Q: 3 clusters Score -1482704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1482704.125000 Penalty: 4540.007812
	Iteration 39Q: 3 clusters Score -1482704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1482705.375000 Penalty: 4540.007812
	Iteration 40F: 3 clusters Score -1482705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1482704.875000 Penalty: 4540.007812
	Iteration 41Q: 3 clusters Score -1482705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1482704.875000 Penalty: 4540.007812
	Iteration 42F: 3 clusters Score -1482705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 109847 members 
Mstep: Class 5 contains 167678 members 
Mstep: Class 6 contains 111288 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 122917 members 
Mstep: Class 13 contains 31482 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137618912.000000 Penalty: 71494.546875
Iteration 39Q: 22 clusters Score -1.376189e+08 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 647 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 109510 members 
Mstep: Class 5 contains 165608 members 
Mstep: Class 6 contains 112519 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 31832 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 123190 members 
Mstep: Class 13 contains 31621 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 93484 members 
Mstep: Class 16 contains 368 members 
Mstep: Class 17 contains 9525 members 
Mstep: Class 18 contains 52406 members 
Mstep: Class 19 contains 101594 members 
Mstep: Class 20 contains 38472 members 
Mstep: Class 21 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137625552.000000 Penalty: 71494.546875
Iteration 40F: 22 clusters Score -1.376256e+08 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 14848 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 108811 members 
Mstep: Class 5 contains 160451 members 
Mstep: Class 6 contains 112299 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 122901 members 
Mstep: Class 13 contains 31549 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 95337 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 53367 members 
Mstep: Class 19 contains 103150 members 
Mstep: Class 20 contains 39947 members 
Mstep: Class 21 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137630192.000000 Penalty: 71494.546875
Iteration 41Q: 22 clusters Score -1.376302e+08 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14828 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 108193 members 
Mstep: Class 5 contains 155784 members 
Mstep: Class 6 contains 111320 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 30442 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 122709 members 
Mstep: Class 13 contains 31624 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 97639 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 54061 members 
Mstep: Class 19 contains 104811 members 
Mstep: Class 20 contains 41109 members 
Mstep: Class 21 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137633088.000000 Penalty: 71494.546875
Iteration 42Q: 22 clusters Score -1.376331e+08 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 107703 members 
Mstep: Class 5 contains 151546 members 
Mstep: Class 6 contains 109754 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 29776 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 122380 members 
Mstep: Class 13 contains 31738 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 100135 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9353 members 
Mstep: Class 18 contains 54786 members 
Mstep: Class 19 contains 106530 members 
Mstep: Class 20 contains 42066 members 
Mstep: Class 21 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137635920.000000 Penalty: 71494.546875
Iteration 43Q: 22 clusters Score -1.376359e+08 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14981 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 107373 members 
Mstep: Class 5 contains 147807 members 
Mstep: Class 6 contains 107917 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 29127 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 8493 members 
Mstep: Class 12 contains 121931 members 
Mstep: Class 13 contains 31868 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 102768 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9279 members 
Mstep: Class 18 contains 55402 members 
Mstep: Class 19 contains 107967 members 
Mstep: Class 20 contains 42897 members 
Mstep: Class 21 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137638400.000000 Penalty: 71494.546875
Iteration 44Q: 22 clusters Score -1.376384e+08 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 15097 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 107189 members 
Mstep: Class 5 contains 144338 members 
Mstep: Class 6 contains 106271 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 28538 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 9477 members 
Mstep: Class 12 contains 121613 members 
Mstep: Class 13 contains 32005 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 105074 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9184 members 
Mstep: Class 18 contains 55923 members 
Mstep: Class 19 contains 108950 members 
Mstep: Class 20 contains 43705 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137638944.000000 Penalty: 71494.546875
Iteration 45Q: 22 clusters Score -1.376389e+08 nChanged 15966
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 107242 members 
Mstep: Class 5 contains 141048 members 
Mstep: Class 6 contains 104933 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 28044 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 121579 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 106679 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 56371 members 
Mstep: Class 19 contains 109600 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137640976.000000 Penalty: 71494.546875
Iteration 46Q: 22 clusters Score -1.37641e+08 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 15309 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 107283 members 
Mstep: Class 5 contains 137785 members 
Mstep: Class 6 contains 103934 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 27652 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 11710 members 
Mstep: Class 12 contains 121706 members 
Mstep: Class 13 contains 32272 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 108009 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 56859 members 
Mstep: Class 19 contains 109818 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137642304.000000 Penalty: 71494.546875
Iteration 47Q: 22 clusters Score -1.376423e+08 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 15412 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 107359 members 
Mstep: Class 5 contains 134447 members 
Mstep: Class 6 contains 103283 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 27346 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 122057 members 
Mstep: Class 13 contains 32336 members 
Mstep: Class 14 contains 2294 members 
Mstep: Class 15 contains 109151 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 57249 members 
Mstep: Class 19 contains 109721 members 
Mstep: Class 20 contains 46135 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137644256.000000 Penalty: 71494.546875
Iteration 48Q: 22 clusters Score -1.376443e+08 nChanged 15435
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 107508 members 
Mstep: Class 5 contains 131223 members 
Mstep: Class 6 contains 103048 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 27091 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 14174 members 
Mstep: Class 12 contains 122446 members 
Mstep: Class 13 contains 32370 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 109690 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8740 members 
Mstep: Class 18 contains 57601 members 
Mstep: Class 19 contains 109588 members 
Mstep: Class 20 contains 46923 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137646736.000000 Penalty: 71494.546875
Iteration 49Q: 22 clusters Score -1.376467e+08 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15639 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 107565 members 
Mstep: Class 5 contains 128024 members 
Mstep: Class 6 contains 103205 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 26880 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 15420 members 
Mstep: Class 12 contains 122932 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 109601 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8604 members 
Mstep: Class 18 contains 57967 members 
Mstep: Class 19 contains 109642 members 
Mstep: Class 20 contains 47718 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137649104.000000 Penalty: 71494.546875
Iteration 50Q: 22 clusters Score -1.376491e+08 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 15715 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 107598 members 
Mstep: Class 5 contains 125227 members 
Mstep: Class 6 contains 103555 members 
Mstep: Class 7 contains 2231 members 
Mstep: Class 8 contains 26747 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 123303 members 
Mstep: Class 13 contains 32440 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 108982 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 58293 members 
Mstep: Class 19 contains 109783 members 
Mstep: Class 20 contains 48440 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137651568.000000 Penalty: 71494.546875
Iteration 51Q: 22 clusters Score -1.376516e+08 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 15791 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 107520 members 
Mstep: Class 5 contains 122857 members 
Mstep: Class 6 contains 104092 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 26655 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 12 contains 123381 members 
Mstep: Class 13 contains 32455 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 108010 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 110104 members 
Mstep: Class 20 contains 49148 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137655136.000000 Penalty: 71494.546875
Iteration 52Q: 22 clusters Score -1.376551e+08 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 15881 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 107357 members 
Mstep: Class 5 contains 120839 members 
Mstep: Class 6 contains 104650 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 19274 members 
Mstep: Class 12 contains 123258 members 
Mstep: Class 13 contains 32447 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 106929 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 18 contains 58754 members 
Mstep: Class 19 contains 110558 members 
Mstep: Class 20 contains 49805 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137656752.000000 Penalty: 71494.546875
Iteration 53Q: 22 clusters Score -1.376568e+08 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15937 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 107058 members 
Mstep: Class 5 contains 119219 members 
Mstep: Class 6 contains 105292 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 26582 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 122814 members 
Mstep: Class 13 contains 32435 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 105910 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 58843 members 
Mstep: Class 19 contains 111039 members 
Mstep: Class 20 contains 50427 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137657888.000000 Penalty: 71494.546875
Iteration 54Q: 22 clusters Score -1.376579e+08 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 16010 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 106745 members 
Mstep: Class 5 contains 117826 members 
Mstep: Class 6 contains 105881 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 26574 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 122226 members 
Mstep: Class 13 contains 32425 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 104990 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8297 members 
Mstep: Class 18 contains 58902 members 
Mstep: Class 19 contains 111576 members 
Mstep: Class 20 contains 51001 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137660320.000000 Penalty: 71494.546875
Iteration 55Q: 22 clusters Score -1.376603e+08 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 16044 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 106433 members 
Mstep: Class 5 contains 116674 members 
Mstep: Class 6 contains 106500 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 26620 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 121428 members 
Mstep: Class 13 contains 32416 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 104240 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8229 members 
Mstep: Class 18 contains 58867 members 
Mstep: Class 19 contains 112115 members 
Mstep: Class 20 contains 51532 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137662000.000000 Penalty: 71494.546875
Iteration 56Q: 22 clusters Score -1.37662e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 16084 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 106028 members 
Mstep: Class 5 contains 115706 members 
Mstep: Class 6 contains 107153 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 26680 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 23899 members 
Mstep: Class 12 contains 120449 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 103762 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 58824 members 
Mstep: Class 19 contains 112581 members 
Mstep: Class 20 contains 52020 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137663200.000000 Penalty: 71494.546875
Iteration 57Q: 22 clusters Score -1.376632e+08 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16117 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 105573 members 
Mstep: Class 5 contains 114892 members 
Mstep: Class 6 contains 107718 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 26747 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 24737 members 
Mstep: Class 12 contains 119420 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 103526 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 58777 members 
Mstep: Class 19 contains 113013 members 
Mstep: Class 20 contains 52478 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137664064.000000 Penalty: 71494.546875
Iteration 58Q: 22 clusters Score -1.376641e+08 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 16168 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 105132 members 
Mstep: Class 5 contains 114082 members 
Mstep: Class 6 contains 108197 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 26773 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 25458 members 
Mstep: Class 12 contains 118492 members 
Mstep: Class 13 contains 32371 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 103536 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 58685 members 
Mstep: Class 19 contains 113406 members 
Mstep: Class 20 contains 52869 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137665264.000000 Penalty: 71494.546875
Iteration 59Q: 22 clusters Score -1.376653e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 16180 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 104653 members 
Mstep: Class 5 contains 113277 members 
Mstep: Class 6 contains 108526 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 26838 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 26050 members 
Mstep: Class 12 contains 117801 members 
Mstep: Class 13 contains 32359 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 103767 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8225 members 
Mstep: Class 18 contains 58590 members 
Mstep: Class 19 contains 113724 members 
Mstep: Class 20 contains 53215 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137669120.000000 Penalty: 71494.546875
Iteration 60F: 22 clusters Score -1.376691e+08 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 533 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 16164 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 112407 members 
Mstep: Class 6 contains 108629 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 26927 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 27209 members 
Mstep: Class 12 contains 117286 members 
Mstep: Class 13 contains 32346 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 104011 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 58491 members 
Mstep: Class 19 contains 113569 members 
Mstep: Class 20 contains 53560 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137675440.000000 Penalty: 71494.546875
Iteration 61Q: 22 clusters Score -1.376754e+08 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16139 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 103704 members 
Mstep: Class 5 contains 111533 members 
Mstep: Class 6 contains 108553 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 27035 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 28441 members 
Mstep: Class 12 contains 116823 members 
Mstep: Class 13 contains 32337 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 104283 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 58323 members 
Mstep: Class 19 contains 113489 members 
Mstep: Class 20 contains 53907 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137677072.000000 Penalty: 71494.546875
Iteration 62Q: 22 clusters Score -1.376771e+08 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 103284 members 
Mstep: Class 5 contains 110808 members 
Mstep: Class 6 contains 108310 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 27155 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 29628 members 
Mstep: Class 12 contains 116378 members 
Mstep: Class 13 contains 32324 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 104436 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8411 members 
Mstep: Class 18 contains 58184 members 
Mstep: Class 19 contains 113552 members 
Mstep: Class 20 contains 54206 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137679328.000000 Penalty: 71494.546875
Iteration 63Q: 22 clusters Score -1.376793e+08 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16089 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 102940 members 
Mstep: Class 5 contains 110187 members 
Mstep: Class 6 contains 107910 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 27268 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 30662 members 
Mstep: Class 12 contains 115956 members 
Mstep: Class 13 contains 32324 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 104552 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 58091 members 
Mstep: Class 19 contains 113795 members 
Mstep: Class 20 contains 54461 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137680640.000000 Penalty: 71494.546875
Iteration 64Q: 22 clusters Score -1.376806e+08 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16081 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 102585 members 
Mstep: Class 5 contains 109621 members 
Mstep: Class 6 contains 107455 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 27393 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 31595 members 
Mstep: Class 12 contains 115553 members 
Mstep: Class 13 contains 32348 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 104615 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8580 members 
Mstep: Class 18 contains 57960 members 
Mstep: Class 19 contains 114181 members 
Mstep: Class 20 contains 54709 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137681952.000000 Penalty: 71494.546875
Iteration 65Q: 22 clusters Score -1.37682e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16082 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 102264 members 
Mstep: Class 5 contains 109049 members 
Mstep: Class 6 contains 106941 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 27487 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 32510 members 
Mstep: Class 12 contains 115268 members 
Mstep: Class 13 contains 32375 members 
Mstep: Class 14 contains 3720 members 
Mstep: Class 15 contains 104636 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 57831 members 
Mstep: Class 19 contains 114547 members 
Mstep: Class 20 contains 54952 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137683008.000000 Penalty: 71494.546875
Iteration 66Q: 22 clusters Score -1.37683e+08 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16061 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 101983 members 
Mstep: Class 5 contains 108520 members 
Mstep: Class 6 contains 106356 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 27569 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 33373 members 
Mstep: Class 12 contains 115081 members 
Mstep: Class 13 contains 32400 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 104563 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 57734 members 
Mstep: Class 19 contains 114937 members 
Mstep: Class 20 contains 55210 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137684384.000000 Penalty: 71494.546875
Iteration 67Q: 22 clusters Score -1.376844e+08 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16041 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 101769 members 
Mstep: Class 5 contains 108029 members 
Mstep: Class 6 contains 105768 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 27668 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 114861 members 
Mstep: Class 13 contains 32413 members 
Mstep: Class 14 contains 3794 members 
Mstep: Class 15 contains 104444 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 57617 members 
Mstep: Class 19 contains 115379 members 
Mstep: Class 20 contains 55443 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137685600.000000 Penalty: 71494.546875
Iteration 68Q: 22 clusters Score -1.376856e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 101554 members 
Mstep: Class 5 contains 107562 members 
Mstep: Class 6 contains 105190 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 27770 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 34875 members 
Mstep: Class 12 contains 114662 members 
Mstep: Class 13 contains 32413 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 104311 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9090 members 
Mstep: Class 18 contains 57528 members 
Mstep: Class 19 contains 115832 members 
Mstep: Class 20 contains 55697 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137686272.000000 Penalty: 71494.546875
Iteration 69Q: 22 clusters Score -1.376863e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16051 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 101357 members 
Mstep: Class 5 contains 107094 members 
Mstep: Class 6 contains 104616 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 27871 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 35516 members 
Mstep: Class 12 contains 114379 members 
Mstep: Class 13 contains 32420 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 104183 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9223 members 
Mstep: Class 18 contains 57446 members 
Mstep: Class 19 contains 116388 members 
Mstep: Class 20 contains 55946 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137686768.000000 Penalty: 71494.546875
Iteration 70Q: 22 clusters Score -1.376868e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16063 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 101181 members 
Mstep: Class 5 contains 106682 members 
Mstep: Class 6 contains 104134 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 27971 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 36037 members 
Mstep: Class 12 contains 114099 members 
Mstep: Class 13 contains 32443 members 
Mstep: Class 14 contains 3870 members 
Mstep: Class 15 contains 104070 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9380 members 
Mstep: Class 18 contains 57384 members 
Mstep: Class 19 contains 116844 members 
Mstep: Class 20 contains 56174 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137687040.000000 Penalty: 71494.546875
Iteration 71Q: 22 clusters Score -1.37687e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16047 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 100997 members 
Mstep: Class 5 contains 106264 members 
Mstep: Class 6 contains 103667 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 28101 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 36519 members 
Mstep: Class 12 contains 113857 members 
Mstep: Class 13 contains 32451 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 103942 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 57317 members 
Mstep: Class 19 contains 117305 members 
Mstep: Class 20 contains 56390 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137687632.000000 Penalty: 71494.546875
Iteration 72Q: 22 clusters Score -1.376876e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 100791 members 
Mstep: Class 5 contains 105887 members 
Mstep: Class 6 contains 103234 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 28243 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 36975 members 
Mstep: Class 12 contains 113656 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 3943 members 
Mstep: Class 15 contains 103869 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9750 members 
Mstep: Class 18 contains 57247 members 
Mstep: Class 19 contains 117637 members 
Mstep: Class 20 contains 56572 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137689088.000000 Penalty: 71494.546875
Iteration 73Q: 22 clusters Score -1.376891e+08 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 100559 members 
Mstep: Class 5 contains 105535 members 
Mstep: Class 6 contains 102945 members 
Mstep: Class 7 contains 2009 members 
Mstep: Class 8 contains 28355 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 37400 members 
Mstep: Class 12 contains 113395 members 
Mstep: Class 13 contains 32473 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 103775 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 57185 members 
Mstep: Class 19 contains 117945 members 
Mstep: Class 20 contains 56787 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137689584.000000 Penalty: 71494.546875
Iteration 74Q: 22 clusters Score -1.376896e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16047 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 100327 members 
Mstep: Class 5 contains 105207 members 
Mstep: Class 6 contains 102808 members 
Mstep: Class 7 contains 2002 members 
Mstep: Class 8 contains 28482 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 37770 members 
Mstep: Class 12 contains 113160 members 
Mstep: Class 13 contains 32494 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 103699 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 57119 members 
Mstep: Class 19 contains 118089 members 
Mstep: Class 20 contains 56959 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137690400.000000 Penalty: 71494.546875
Iteration 75Q: 22 clusters Score -1.376904e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 100036 members 
Mstep: Class 5 contains 104934 members 
Mstep: Class 6 contains 102811 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 28600 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 38102 members 
Mstep: Class 12 contains 112914 members 
Mstep: Class 13 contains 32513 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 103644 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 57060 members 
Mstep: Class 19 contains 118192 members 
Mstep: Class 20 contains 57077 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137690528.000000 Penalty: 71494.546875
Iteration 76Q: 22 clusters Score -1.376905e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16069 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 99752 members 
Mstep: Class 5 contains 104682 members 
Mstep: Class 6 contains 102836 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 28703 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 38413 members 
Mstep: Class 12 contains 112709 members 
Mstep: Class 13 contains 32557 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 103589 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 57012 members 
Mstep: Class 19 contains 118258 members 
Mstep: Class 20 contains 57176 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137690656.000000 Penalty: 71494.546875
Iteration 77Q: 22 clusters Score -1.376907e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 99423 members 
Mstep: Class 5 contains 104430 members 
Mstep: Class 6 contains 102872 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 28771 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5807 members 
Mstep: Class 11 contains 38717 members 
Mstep: Class 12 contains 112536 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 103508 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10631 members 
Mstep: Class 18 contains 56960 members 
Mstep: Class 19 contains 118365 members 
Mstep: Class 20 contains 57303 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137690880.000000 Penalty: 71494.546875
Iteration 78Q: 22 clusters Score -1.376909e+08 nChanged 4558
Entering ConstructFrom: 
Score: -137690880.000000 Penalty: 71494.546875
Entering ConstructFrom: 
Trying to split cluster 1 (16584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Entering Unmasked Estep 
Score: -2281787.500000 Penalty: 2409.615967
	Iteration 0F: 2 clusters Score -2281788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2269914.250000 Penalty: 4819.231934
	Iteration 0F: 3 clusters Score -2269914 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2274416.500000 Penalty: 4819.231934
	Iteration 1F: 3 clusters Score -2274416 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2275556.250000 Penalty: 4819.231934
	Iteration 2F: 3 clusters Score -2275556 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2276807.000000 Penalty: 4819.231934
	Iteration 3F: 3 clusters Score -2276807 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2277988.250000 Penalty: 4819.231934
	Iteration 4F: 3 clusters Score -2277988 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2278909.000000 Penalty: 4819.231934
	Iteration 5F: 3 clusters Score -2278909 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2279632.500000 Penalty: 4819.231934
	Iteration 6F: 3 clusters Score -2279632 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2280157.500000 Penalty: 4819.231934
	Iteration 7Q: 3 clusters Score -2280158 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2280533.750000 Penalty: 4819.231934
	Iteration 8Q: 3 clusters Score -2280534 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2280792.750000 Penalty: 4819.231934
	Iteration 9Q: 3 clusters Score -2280793 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2280982.250000 Penalty: 4819.231934
	Iteration 10Q: 3 clusters Score -2280982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2281163.000000 Penalty: 4819.231934
	Iteration 11Q: 3 clusters Score -2281163 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2281319.750000 Penalty: 4819.231934
	Iteration 12Q: 3 clusters Score -2281320 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2281435.250000 Penalty: 4819.231934
	Iteration 13Q: 3 clusters Score -2281435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2281522.250000 Penalty: 4819.231934
	Iteration 14Q: 3 clusters Score -2281522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2281580.000000 Penalty: 4819.231934
	Iteration 15Q: 3 clusters Score -2281580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2281622.750000 Penalty: 4819.231934
	Iteration 16Q: 3 clusters Score -2281623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2281643.000000 Penalty: 4819.231934
	Iteration 17Q: 3 clusters Score -2281643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2281658.250000 Penalty: 4819.231934
	Iteration 18Q: 3 clusters Score -2281658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2281660.500000 Penalty: 4819.231934
	Iteration 19Q: 3 clusters Score -2281660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2281669.500000 Penalty: 4819.231934
	Iteration 20F: 3 clusters Score -2281670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2281679.000000 Penalty: 4819.231934
	Iteration 21Q: 3 clusters Score -2281679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2281679.750000 Penalty: 4819.231934
	Iteration 22Q: 3 clusters Score -2281680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2281682.750000 Penalty: 4819.231934
	Iteration 23Q: 3 clusters Score -2281683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2281686.500000 Penalty: 4819.231934
	Iteration 24Q: 3 clusters Score -2281686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2281695.250000 Penalty: 4819.231934
	Iteration 25Q: 3 clusters Score -2281695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2281695.250000 Penalty: 4819.231934
	Iteration 26Q: 3 clusters Score -2281695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2281692.750000 Penalty: 4819.231934
	Iteration 27Q: 3 clusters Score -2281693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2281692.000000 Penalty: 4819.231934
	Iteration 28Q: 3 clusters Score -2281692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2281690.000000 Penalty: 4819.231934
	Iteration 29Q: 3 clusters Score -2281690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2281690.000000 Penalty: 4819.231934
	Iteration 30F: 3 clusters Score -2281690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -2330131.500000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -2330132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2318669.000000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -2318669 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2322484.250000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -2322484 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2322939.000000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -2322939 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2323423.250000 Penalty: 4803.800781
	Iteration 3F: 3 clusters Score -2323423 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2323990.500000 Penalty: 4803.800781
	Iteration 4F: 3 clusters Score -2323990 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2324782.000000 Penalty: 4803.800781
	Iteration 5F: 3 clusters Score -2324782 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2325897.750000 Penalty: 4803.800781
	Iteration 6F: 3 clusters Score -2325898 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2327103.000000 Penalty: 4803.800781
	Iteration 7F: 3 clusters Score -2327103 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2328249.000000 Penalty: 4803.800781
	Iteration 8F: 3 clusters Score -2328249 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2329173.500000 Penalty: 4803.800781
	Iteration 9F: 3 clusters Score -2329174 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2329730.000000 Penalty: 4803.800781
	Iteration 10Q: 3 clusters Score -2329730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2330055.750000 Penalty: 4803.800781
	Iteration 11Q: 3 clusters Score -2330056 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2330280.250000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -2330280 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2330495.000000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -2330495 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2330668.750000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -2330669 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2330805.250000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -2330805 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2330927.250000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -2330927 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2331022.000000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -2331022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2331083.000000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -2331083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2331141.250000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -2331141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2331185.750000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -2331186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2331214.750000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -2331215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2331240.750000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -2331241 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2331271.000000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -2331271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2331288.000000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -2331288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2331308.750000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -2331309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2331335.750000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -2331336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2331342.250000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -2331342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2331363.000000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -2331363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2331368.000000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -2331368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2331377.250000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -2331377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2331384.500000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -2331384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2331389.750000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -2331390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2331392.750000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -2331393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2331399.500000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -2331400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2331403.750000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -2331404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2331414.000000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -2331414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2331417.000000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -2331417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2331416.500000 Penalty: 4803.800781
	Iteration 38Q: 3 clusters Score -2331416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2331417.500000 Penalty: 4803.800781
	Iteration 39Q: 3 clusters Score -2331418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2331416.250000 Penalty: 4803.800781
	Iteration 40F: 3 clusters Score -2331416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2331413.250000 Penalty: 4803.800781
	Iteration 41Q: 3 clusters Score -2331413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2331421.750000 Penalty: 4803.800781
	Iteration 42Q: 3 clusters Score -2331422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2331418.500000 Penalty: 4803.800781
	Iteration 43Q: 3 clusters Score -2331418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2331423.000000 Penalty: 4803.800781
	Iteration 44Q: 3 clusters Score -2331423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2331422.500000 Penalty: 4803.800781
	Iteration 45Q: 3 clusters Score -2331422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2331425.250000 Penalty: 4803.800781
	Iteration 46Q: 3 clusters Score -2331425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2331424.750000 Penalty: 4803.800781
	Iteration 47Q: 3 clusters Score -2331425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2331424.750000 Penalty: 4803.800781
	Iteration 48F: 3 clusters Score -2331425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 102938 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 4594 members 
Entering Unmasked Estep 
Score: -137691744.000000 Penalty: 74899.046875
Splitting cluster 2 changes total score from -137690880.000000 to -137691744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -310423.562500 Penalty: 1886.013916
	Iteration 0F: 2 clusters Score -310423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -307772.156250 Penalty: 3772.027832
	Iteration 0F: 3 clusters Score -307772.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -308223.656250 Penalty: 3772.027832
	Iteration 1F: 3 clusters Score -308223.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -308343.593750 Penalty: 3772.027832
	Iteration 2F: 3 clusters Score -308343.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -308403.343750 Penalty: 3772.027832
	Iteration 3Q: 3 clusters Score -308403.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -308430.500000 Penalty: 3772.027832
	Iteration 4Q: 3 clusters Score -308430.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308454.093750 Penalty: 3772.027832
	Iteration 5Q: 3 clusters Score -308454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -308477.250000 Penalty: 3772.027832
	Iteration 6Q: 3 clusters Score -308477.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -308492.531250 Penalty: 3772.027832
	Iteration 7Q: 3 clusters Score -308492.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308508.406250 Penalty: 3772.027832
	Iteration 8Q: 3 clusters Score -308508.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308519.562500 Penalty: 3772.027832
	Iteration 9Q: 3 clusters Score -308519.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -308542.375000 Penalty: 3772.027832
	Iteration 10Q: 3 clusters Score -308542.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308565.250000 Penalty: 3772.027832
	Iteration 11Q: 3 clusters Score -308565.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -308583.625000 Penalty: 3772.027832
	Iteration 12Q: 3 clusters Score -308583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308590.625000 Penalty: 3772.027832
	Iteration 13Q: 3 clusters Score -308590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -308592.718750 Penalty: 3772.027832
	Iteration 14Q: 3 clusters Score -308592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308595.781250 Penalty: 3772.027832
	Iteration 15Q: 3 clusters Score -308595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -308596.156250 Penalty: 3772.027832
	Iteration 16Q: 3 clusters Score -308596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308596.843750 Penalty: 3772.027832
	Iteration 17Q: 3 clusters Score -308596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308596.843750 Penalty: 3772.027832
	Iteration 18F: 3 clusters Score -308596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (99080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Entering Unmasked Estep 
Score: -15392773.000000 Penalty: 2852.913330
	Iteration 0F: 2 clusters Score -1.539277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -15329901.000000 Penalty: 5705.826660
	Iteration 0F: 3 clusters Score -1.53299e+07 nChanged 46907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -15357101.000000 Penalty: 5705.826660
	Iteration 1F: 3 clusters Score -1.53571e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -15358175.000000 Penalty: 5705.826660
	Iteration 2Q: 3 clusters Score -1.535818e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -15359572.000000 Penalty: 5705.826660
	Iteration 3Q: 3 clusters Score -1.535957e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -15361515.000000 Penalty: 5705.826660
	Iteration 4Q: 3 clusters Score -1.536152e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -15364780.000000 Penalty: 5705.826660
	Iteration 5F: 3 clusters Score -1.536478e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -15370006.000000 Penalty: 5705.826660
	Iteration 6F: 3 clusters Score -1.537001e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -15376808.000000 Penalty: 5705.826660
	Iteration 7F: 3 clusters Score -1.537681e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -15382866.000000 Penalty: 5705.826660
	Iteration 8F: 3 clusters Score -1.538287e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -15387137.000000 Penalty: 5705.826660
	Iteration 9Q: 3 clusters Score -1.538714e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -15389173.000000 Penalty: 5705.826660
	Iteration 10Q: 3 clusters Score -1.538917e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -15390023.000000 Penalty: 5705.826660
	Iteration 11Q: 3 clusters Score -1.539002e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15390346.000000 Penalty: 5705.826660
	Iteration 12Q: 3 clusters Score -1.539035e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15390454.000000 Penalty: 5705.826660
	Iteration 13Q: 3 clusters Score -1.539045e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15390521.000000 Penalty: 5705.826660
	Iteration 14Q: 3 clusters Score -1.539052e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15390592.000000 Penalty: 5705.826660
	Iteration 15Q: 3 clusters Score -1.539059e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15390582.000000 Penalty: 5705.826660
	Iteration 16Q: 3 clusters Score -1.539058e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15390599.000000 Penalty: 5705.826660
	Iteration 17Q: 3 clusters Score -1.53906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15390603.000000 Penalty: 5705.826660
	Iteration 18Q: 3 clusters Score -1.53906e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15390623.000000 Penalty: 5705.826660
	Iteration 19Q: 3 clusters Score -1.539062e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15390608.000000 Penalty: 5705.826660
	Iteration 20F: 3 clusters Score -1.539061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15390621.000000 Penalty: 5705.826660
	Iteration 21Q: 3 clusters Score -1.539062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15390623.000000 Penalty: 5705.826660
	Iteration 22Q: 3 clusters Score -1.539062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15390643.000000 Penalty: 5705.826660
	Iteration 23Q: 3 clusters Score -1.539064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -15390641.000000 Penalty: 5705.826660
	Iteration 24Q: 3 clusters Score -1.539064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15390642.000000 Penalty: 5705.826660
	Iteration 25Q: 3 clusters Score -1.539064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15390646.000000 Penalty: 5705.826660
	Iteration 26Q: 3 clusters Score -1.539065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98009 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15390659.000000 Penalty: 5705.826660
	Iteration 27Q: 3 clusters Score -1.539066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15390659.000000 Penalty: 5705.826660
	Iteration 28Q: 3 clusters Score -1.539066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -15390651.000000 Penalty: 5705.826660
	Iteration 29Q: 3 clusters Score -1.539065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15390670.000000 Penalty: 5705.826660
	Iteration 30Q: 3 clusters Score -1.539067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15390689.000000 Penalty: 5705.826660
	Iteration 31Q: 3 clusters Score -1.539069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -15390686.000000 Penalty: 5705.826660
	Iteration 32Q: 3 clusters Score -1.539069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15390687.000000 Penalty: 5705.826660
	Iteration 33Q: 3 clusters Score -1.539069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15390681.000000 Penalty: 5705.826660
	Iteration 34Q: 3 clusters Score -1.539068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15390688.000000 Penalty: 5705.826660
	Iteration 35Q: 3 clusters Score -1.539069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -15390669.000000 Penalty: 5705.826660
	Iteration 36Q: 3 clusters Score -1.539067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15390686.000000 Penalty: 5705.826660
	Iteration 37Q: 3 clusters Score -1.539069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15390682.000000 Penalty: 5705.826660
	Iteration 38Q: 3 clusters Score -1.539068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15390679.000000 Penalty: 5705.826660
	Iteration 39Q: 3 clusters Score -1.539068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15390677.000000 Penalty: 5705.826660
	Iteration 40F: 3 clusters Score -1.539068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Entering Unmasked Estep 
Score: -16057281.000000 Penalty: 2865.534912
	Iteration 0F: 2 clusters Score -1.605728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -15989299.000000 Penalty: 5731.069824
	Iteration 0F: 3 clusters Score -1.59893e+07 nChanged 49502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -16017952.000000 Penalty: 5731.069824
	Iteration 1F: 3 clusters Score -1.601795e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -16019228.000000 Penalty: 5731.069824
	Iteration 2Q: 3 clusters Score -1.601923e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -16020802.000000 Penalty: 5731.069824
	Iteration 3Q: 3 clusters Score -1.60208e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -16023197.000000 Penalty: 5731.069824
	Iteration 4Q: 3 clusters Score -1.60232e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -16026647.000000 Penalty: 5731.069824
	Iteration 5F: 3 clusters Score -1.602665e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -16032128.000000 Penalty: 5731.069824
	Iteration 6F: 3 clusters Score -1.603213e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -16039178.000000 Penalty: 5731.069824
	Iteration 7F: 3 clusters Score -1.603918e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -16044674.000000 Penalty: 5731.069824
	Iteration 8F: 3 clusters Score -1.604467e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -16047064.000000 Penalty: 5731.069824
	Iteration 9Q: 3 clusters Score -1.604706e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -16048167.000000 Penalty: 5731.069824
	Iteration 10Q: 3 clusters Score -1.604817e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -16049034.000000 Penalty: 5731.069824
	Iteration 11Q: 3 clusters Score -1.604903e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -16049844.000000 Penalty: 5731.069824
	Iteration 12Q: 3 clusters Score -1.604984e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -16050415.000000 Penalty: 5731.069824
	Iteration 13Q: 3 clusters Score -1.605042e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -16051038.000000 Penalty: 5731.069824
	Iteration 14Q: 3 clusters Score -1.605104e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -16051591.000000 Penalty: 5731.069824
	Iteration 15Q: 3 clusters Score -1.605159e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -16052029.000000 Penalty: 5731.069824
	Iteration 16Q: 3 clusters Score -1.605203e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -16052410.000000 Penalty: 5731.069824
	Iteration 17Q: 3 clusters Score -1.605241e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -16052681.000000 Penalty: 5731.069824
	Iteration 18Q: 3 clusters Score -1.605268e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -16052926.000000 Penalty: 5731.069824
	Iteration 19Q: 3 clusters Score -1.605293e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -16053202.000000 Penalty: 5731.069824
	Iteration 20F: 3 clusters Score -1.60532e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -16053511.000000 Penalty: 5731.069824
	Iteration 21Q: 3 clusters Score -1.605351e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -16053627.000000 Penalty: 5731.069824
	Iteration 22Q: 3 clusters Score -1.605363e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -16053813.000000 Penalty: 5731.069824
	Iteration 23Q: 3 clusters Score -1.605381e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -16053984.000000 Penalty: 5731.069824
	Iteration 24Q: 3 clusters Score -1.605398e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -16054245.000000 Penalty: 5731.069824
	Iteration 25Q: 3 clusters Score -1.605424e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -16054365.000000 Penalty: 5731.069824
	Iteration 26Q: 3 clusters Score -1.605436e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -16054567.000000 Penalty: 5731.069824
	Iteration 27Q: 3 clusters Score -1.605457e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -16054760.000000 Penalty: 5731.069824
	Iteration 28Q: 3 clusters Score -1.605476e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -16054889.000000 Penalty: 5731.069824
	Iteration 29Q: 3 clusters Score -1.605489e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -16055131.000000 Penalty: 5731.069824
	Iteration 30Q: 3 clusters Score -1.605513e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -16055245.000000 Penalty: 5731.069824
	Iteration 31Q: 3 clusters Score -1.605524e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -16055400.000000 Penalty: 5731.069824
	Iteration 32Q: 3 clusters Score -1.60554e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -16055517.000000 Penalty: 5731.069824
	Iteration 33Q: 3 clusters Score -1.605552e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -16055672.000000 Penalty: 5731.069824
	Iteration 34Q: 3 clusters Score -1.605567e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -16055849.000000 Penalty: 5731.069824
	Iteration 35Q: 3 clusters Score -1.605585e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -16055912.000000 Penalty: 5731.069824
	Iteration 36Q: 3 clusters Score -1.605591e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -16055901.000000 Penalty: 5731.069824
	Iteration 37Q: 3 clusters Score -1.60559e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -16055887.000000 Penalty: 5731.069824
	Iteration 38Q: 3 clusters Score -1.605589e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -16055894.000000 Penalty: 5731.069824
	Iteration 39Q: 3 clusters Score -1.605589e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -16055895.000000 Penalty: 5731.069824
	Iteration 40F: 3 clusters Score -1.60559e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -16055922.000000 Penalty: 5731.069824
	Iteration 41Q: 3 clusters Score -1.605592e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -16055930.000000 Penalty: 5731.069824
	Iteration 42Q: 3 clusters Score -1.605593e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -16055891.000000 Penalty: 5731.069824
	Iteration 43Q: 3 clusters Score -1.605589e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -16055865.000000 Penalty: 5731.069824
	Iteration 44Q: 3 clusters Score -1.605586e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16055863.000000 Penalty: 5731.069824
	Iteration 45Q: 3 clusters Score -1.605586e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16055842.000000 Penalty: 5731.069824
	Iteration 46Q: 3 clusters Score -1.605584e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -16055804.000000 Penalty: 5731.069824
	Iteration 47Q: 3 clusters Score -1.60558e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -16055747.000000 Penalty: 5731.069824
	Iteration 48Q: 3 clusters Score -1.605575e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16055722.000000 Penalty: 5731.069824
	Iteration 49Q: 3 clusters Score -1.605572e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16055727.000000 Penalty: 5731.069824
	Iteration 50Q: 3 clusters Score -1.605573e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16055688.000000 Penalty: 5731.069824
	Iteration 51Q: 3 clusters Score -1.605569e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16055674.000000 Penalty: 5731.069824
	Iteration 52Q: 3 clusters Score -1.605567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16055667.000000 Penalty: 5731.069824
	Iteration 53Q: 3 clusters Score -1.605567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16055654.000000 Penalty: 5731.069824
	Iteration 54Q: 3 clusters Score -1.605565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16055598.000000 Penalty: 5731.069824
	Iteration 55Q: 3 clusters Score -1.60556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16055583.000000 Penalty: 5731.069824
	Iteration 56Q: 3 clusters Score -1.605558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -16055569.000000 Penalty: 5731.069824
	Iteration 57Q: 3 clusters Score -1.605557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16055573.000000 Penalty: 5731.069824
	Iteration 58Q: 3 clusters Score -1.605557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16055571.000000 Penalty: 5731.069824
	Iteration 59Q: 3 clusters Score -1.605557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16055572.000000 Penalty: 5731.069824
	Iteration 60F: 3 clusters Score -1.605557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16055566.000000 Penalty: 5731.069824
	Iteration 61Q: 3 clusters Score -1.605557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16055569.000000 Penalty: 5731.069824
	Iteration 62Q: 3 clusters Score -1.605557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16055580.000000 Penalty: 5731.069824
	Iteration 63Q: 3 clusters Score -1.605558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16055564.000000 Penalty: 5731.069824
	Iteration 64Q: 3 clusters Score -1.605556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16055542.000000 Penalty: 5731.069824
	Iteration 65Q: 3 clusters Score -1.605554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16055542.000000 Penalty: 5731.069824
	Iteration 66Q: 3 clusters Score -1.605554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16055543.000000 Penalty: 5731.069824
	Iteration 67Q: 3 clusters Score -1.605554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16055534.000000 Penalty: 5731.069824
	Iteration 68Q: 3 clusters Score -1.605553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16055533.000000 Penalty: 5731.069824
	Iteration 69Q: 3 clusters Score -1.605553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16055543.000000 Penalty: 5731.069824
	Iteration 70Q: 3 clusters Score -1.605554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16055541.000000 Penalty: 5731.069824
	Iteration 71Q: 3 clusters Score -1.605554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16055551.000000 Penalty: 5731.069824
	Iteration 72Q: 3 clusters Score -1.605555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16055551.000000 Penalty: 5731.069824
	Iteration 73Q: 3 clusters Score -1.605555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16055551.000000 Penalty: 5731.069824
	Iteration 74Q: 3 clusters Score -1.605555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16055560.000000 Penalty: 5731.069824
	Iteration 75Q: 3 clusters Score -1.605556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16055556.000000 Penalty: 5731.069824
	Iteration 76Q: 3 clusters Score -1.605556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16055567.000000 Penalty: 5731.069824
	Iteration 77Q: 3 clusters Score -1.605557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16055559.000000 Penalty: 5731.069824
	Iteration 78Q: 3 clusters Score -1.605556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16055563.000000 Penalty: 5731.069824
	Iteration 79Q: 3 clusters Score -1.605556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16055559.000000 Penalty: 5731.069824
	Iteration 80F: 3 clusters Score -1.605556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16055555.000000 Penalty: 5731.069824
	Iteration 81Q: 3 clusters Score -1.605556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16055554.000000 Penalty: 5731.069824
	Iteration 82Q: 3 clusters Score -1.605555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16055554.000000 Penalty: 5731.069824
	Iteration 83Q: 3 clusters Score -1.605555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16055554.000000 Penalty: 5731.069824
	Iteration 84F: 3 clusters Score -1.605555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Entering Unmasked Estep 
Score: -15820120.000000 Penalty: 2862.386963
	Iteration 0F: 2 clusters Score -1.582012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -15756348.000000 Penalty: 5724.773926
	Iteration 0F: 3 clusters Score -1.575635e+07 nChanged 48747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -15784366.000000 Penalty: 5724.773926
	Iteration 1F: 3 clusters Score -1.578437e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -15785619.000000 Penalty: 5724.773926
	Iteration 2Q: 3 clusters Score -1.578562e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -15787596.000000 Penalty: 5724.773926
	Iteration 3Q: 3 clusters Score -1.57876e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -15790131.000000 Penalty: 5724.773926
	Iteration 4F: 3 clusters Score -1.579013e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -15793380.000000 Penalty: 5724.773926
	Iteration 5F: 3 clusters Score -1.579338e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -15797472.000000 Penalty: 5724.773926
	Iteration 6F: 3 clusters Score -1.579747e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -15801815.000000 Penalty: 5724.773926
	Iteration 7F: 3 clusters Score -1.580182e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -15805815.000000 Penalty: 5724.773926
	Iteration 8F: 3 clusters Score -1.580582e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -15808396.000000 Penalty: 5724.773926
	Iteration 9Q: 3 clusters Score -1.58084e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -15809701.000000 Penalty: 5724.773926
	Iteration 10Q: 3 clusters Score -1.58097e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -15810291.000000 Penalty: 5724.773926
	Iteration 11Q: 3 clusters Score -1.581029e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -15810631.000000 Penalty: 5724.773926
	Iteration 12Q: 3 clusters Score -1.581063e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -15810868.000000 Penalty: 5724.773926
	Iteration 13Q: 3 clusters Score -1.581087e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -15811160.000000 Penalty: 5724.773926
	Iteration 14Q: 3 clusters Score -1.581116e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -15811351.000000 Penalty: 5724.773926
	Iteration 15Q: 3 clusters Score -1.581135e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -15811575.000000 Penalty: 5724.773926
	Iteration 16Q: 3 clusters Score -1.581158e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -15811783.000000 Penalty: 5724.773926
	Iteration 17Q: 3 clusters Score -1.581178e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -15811992.000000 Penalty: 5724.773926
	Iteration 18Q: 3 clusters Score -1.581199e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -15812014.000000 Penalty: 5724.773926
	Iteration 19Q: 3 clusters Score -1.581201e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -15812107.000000 Penalty: 5724.773926
	Iteration 20F: 3 clusters Score -1.581211e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -15812231.000000 Penalty: 5724.773926
	Iteration 21Q: 3 clusters Score -1.581223e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -15812346.000000 Penalty: 5724.773926
	Iteration 22Q: 3 clusters Score -1.581235e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -15812359.000000 Penalty: 5724.773926
	Iteration 23Q: 3 clusters Score -1.581236e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -15812468.000000 Penalty: 5724.773926
	Iteration 24Q: 3 clusters Score -1.581247e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -15812568.000000 Penalty: 5724.773926
	Iteration 25Q: 3 clusters Score -1.581257e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -15812641.000000 Penalty: 5724.773926
	Iteration 26Q: 3 clusters Score -1.581264e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -15812793.000000 Penalty: 5724.773926
	Iteration 27Q: 3 clusters Score -1.581279e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -15812866.000000 Penalty: 5724.773926
	Iteration 28Q: 3 clusters Score -1.581287e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -15812993.000000 Penalty: 5724.773926
	Iteration 29Q: 3 clusters Score -1.581299e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -15813088.000000 Penalty: 5724.773926
	Iteration 30Q: 3 clusters Score -1.581309e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -15813202.000000 Penalty: 5724.773926
	Iteration 31Q: 3 clusters Score -1.58132e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -15813284.000000 Penalty: 5724.773926
	Iteration 32Q: 3 clusters Score -1.581328e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -15813439.000000 Penalty: 5724.773926
	Iteration 33Q: 3 clusters Score -1.581344e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -15813599.000000 Penalty: 5724.773926
	Iteration 34Q: 3 clusters Score -1.58136e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -15813763.000000 Penalty: 5724.773926
	Iteration 35Q: 3 clusters Score -1.581376e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -15813992.000000 Penalty: 5724.773926
	Iteration 36Q: 3 clusters Score -1.581399e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -15814175.000000 Penalty: 5724.773926
	Iteration 37Q: 3 clusters Score -1.581418e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -15814390.000000 Penalty: 5724.773926
	Iteration 38Q: 3 clusters Score -1.581439e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -15814678.000000 Penalty: 5724.773926
	Iteration 39Q: 3 clusters Score -1.581468e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -15815069.000000 Penalty: 5724.773926
	Iteration 40F: 3 clusters Score -1.581507e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -15815343.000000 Penalty: 5724.773926
	Iteration 41Q: 3 clusters Score -1.581534e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -15815712.000000 Penalty: 5724.773926
	Iteration 42Q: 3 clusters Score -1.581571e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -15816054.000000 Penalty: 5724.773926
	Iteration 43Q: 3 clusters Score -1.581605e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -15816532.000000 Penalty: 5724.773926
	Iteration 44Q: 3 clusters Score -1.581653e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -15817035.000000 Penalty: 5724.773926
	Iteration 45Q: 3 clusters Score -1.581704e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -15817458.000000 Penalty: 5724.773926
	Iteration 46Q: 3 clusters Score -1.581746e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -15817990.000000 Penalty: 5724.773926
	Iteration 47Q: 3 clusters Score -1.581799e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -15818523.000000 Penalty: 5724.773926
	Iteration 48Q: 3 clusters Score -1.581852e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -15818859.000000 Penalty: 5724.773926
	Iteration 49Q: 3 clusters Score -1.581886e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -15819222.000000 Penalty: 5724.773926
	Iteration 50Q: 3 clusters Score -1.581922e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -15819381.000000 Penalty: 5724.773926
	Iteration 51Q: 3 clusters Score -1.581938e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -15819518.000000 Penalty: 5724.773926
	Iteration 52Q: 3 clusters Score -1.581952e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -15819551.000000 Penalty: 5724.773926
	Iteration 53Q: 3 clusters Score -1.581955e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -15819586.000000 Penalty: 5724.773926
	Iteration 54Q: 3 clusters Score -1.581959e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -15819694.000000 Penalty: 5724.773926
	Iteration 55Q: 3 clusters Score -1.581969e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -15819766.000000 Penalty: 5724.773926
	Iteration 56Q: 3 clusters Score -1.581977e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -15819934.000000 Penalty: 5724.773926
	Iteration 57Q: 3 clusters Score -1.581993e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -15820107.000000 Penalty: 5724.773926
	Iteration 58Q: 3 clusters Score -1.582011e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -15820237.000000 Penalty: 5724.773926
	Iteration 59Q: 3 clusters Score -1.582024e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -15820423.000000 Penalty: 5724.773926
	Iteration 60F: 3 clusters Score -1.582042e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -15820466.000000 Penalty: 5724.773926
	Iteration 61Q: 3 clusters Score -1.582047e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -15820531.000000 Penalty: 5724.773926
	Iteration 62Q: 3 clusters Score -1.582053e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -15820538.000000 Penalty: 5724.773926
	Iteration 63Q: 3 clusters Score -1.582054e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -15820564.000000 Penalty: 5724.773926
	Iteration 64Q: 3 clusters Score -1.582056e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -15820574.000000 Penalty: 5724.773926
	Iteration 65Q: 3 clusters Score -1.582057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -15820594.000000 Penalty: 5724.773926
	Iteration 66Q: 3 clusters Score -1.582059e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -15820611.000000 Penalty: 5724.773926
	Iteration 67Q: 3 clusters Score -1.582061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -15820627.000000 Penalty: 5724.773926
	Iteration 68Q: 3 clusters Score -1.582063e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -15820641.000000 Penalty: 5724.773926
	Iteration 69Q: 3 clusters Score -1.582064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -15820640.000000 Penalty: 5724.773926
	Iteration 70Q: 3 clusters Score -1.582064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -15820619.000000 Penalty: 5724.773926
	Iteration 71Q: 3 clusters Score -1.582062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -15820631.000000 Penalty: 5724.773926
	Iteration 72Q: 3 clusters Score -1.582063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -15820647.000000 Penalty: 5724.773926
	Iteration 73Q: 3 clusters Score -1.582065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -15820634.000000 Penalty: 5724.773926
	Iteration 74Q: 3 clusters Score -1.582063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -15820615.000000 Penalty: 5724.773926
	Iteration 75Q: 3 clusters Score -1.582062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -15820609.000000 Penalty: 5724.773926
	Iteration 76Q: 3 clusters Score -1.582061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -15820624.000000 Penalty: 5724.773926
	Iteration 77Q: 3 clusters Score -1.582062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -15820617.000000 Penalty: 5724.773926
	Iteration 78Q: 3 clusters Score -1.582062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -15820618.000000 Penalty: 5724.773926
	Iteration 79Q: 3 clusters Score -1.582062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -15820617.000000 Penalty: 5724.773926
	Iteration 80F: 3 clusters Score -1.582062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -15820618.000000 Penalty: 5724.773926
	Iteration 81Q: 3 clusters Score -1.582062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -15820615.000000 Penalty: 5724.773926
	Iteration 82Q: 3 clusters Score -1.582062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -15820605.000000 Penalty: 5724.773926
	Iteration 83Q: 3 clusters Score -1.58206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -15820610.000000 Penalty: 5724.773926
	Iteration 84Q: 3 clusters Score -1.582061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -15820591.000000 Penalty: 5724.773926
	Iteration 85Q: 3 clusters Score -1.582059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -15820596.000000 Penalty: 5724.773926
	Iteration 86Q: 3 clusters Score -1.58206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -15820609.000000 Penalty: 5724.773926
	Iteration 87Q: 3 clusters Score -1.582061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -15820596.000000 Penalty: 5724.773926
	Iteration 88Q: 3 clusters Score -1.58206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -15820612.000000 Penalty: 5724.773926
	Iteration 89Q: 3 clusters Score -1.582061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -15820601.000000 Penalty: 5724.773926
	Iteration 90Q: 3 clusters Score -1.58206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -15820603.000000 Penalty: 5724.773926
	Iteration 91Q: 3 clusters Score -1.58206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -15820597.000000 Penalty: 5724.773926
	Iteration 92Q: 3 clusters Score -1.58206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -15820603.000000 Penalty: 5724.773926
	Iteration 93Q: 3 clusters Score -1.58206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -15820600.000000 Penalty: 5724.773926
	Iteration 94Q: 3 clusters Score -1.58206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -15820624.000000 Penalty: 5724.773926
	Iteration 95Q: 3 clusters Score -1.582062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -15820613.000000 Penalty: 5724.773926
	Iteration 96Q: 3 clusters Score -1.582061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -15820612.000000 Penalty: 5724.773926
	Iteration 97Q: 3 clusters Score -1.582061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -15820617.000000 Penalty: 5724.773926
	Iteration 98Q: 3 clusters Score -1.582062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -15820621.000000 Penalty: 5724.773926
	Iteration 99Q: 3 clusters Score -1.582062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -15820616.000000 Penalty: 5724.773926
	Iteration 100F: 3 clusters Score -1.582062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 98467 members 
Entering Unmasked Estep 
Score: -137691328.000000 Penalty: 78303.554688
Splitting cluster 6 changes total score from -137690880.000000 to -137691328.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -276766.718750 Penalty: 1882.029785
	Iteration 0F: 2 clusters Score -276766.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -274247.312500 Penalty: 3764.059570
	Iteration 0F: 3 clusters Score -274247.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -275212.187500 Penalty: 3764.059570
	Iteration 1F: 3 clusters Score -275212.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275634.093750 Penalty: 3764.059570
	Iteration 2F: 3 clusters Score -275634.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -275860.937500 Penalty: 3764.059570
	Iteration 3F: 3 clusters Score -275860.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -275994.125000 Penalty: 3764.059570
	Iteration 4Q: 3 clusters Score -275994.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -276083.781250 Penalty: 3764.059570
	Iteration 5Q: 3 clusters Score -276083.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -276165.437500 Penalty: 3764.059570
	Iteration 6Q: 3 clusters Score -276165.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -276259.812500 Penalty: 3764.059570
	Iteration 7Q: 3 clusters Score -276259.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -276328.125000 Penalty: 3764.059570
	Iteration 8Q: 3 clusters Score -276328.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -276370.968750 Penalty: 3764.059570
	Iteration 9Q: 3 clusters Score -276371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -276403.125000 Penalty: 3764.059570
	Iteration 10Q: 3 clusters Score -276403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -276435.093750 Penalty: 3764.059570
	Iteration 11Q: 3 clusters Score -276435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -276461.125000 Penalty: 3764.059570
	Iteration 12Q: 3 clusters Score -276461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -276475.937500 Penalty: 3764.059570
	Iteration 13Q: 3 clusters Score -276475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -276487.812500 Penalty: 3764.059570
	Iteration 14Q: 3 clusters Score -276487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -276492.312500 Penalty: 3764.059570
	Iteration 15Q: 3 clusters Score -276492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -276497.218750 Penalty: 3764.059570
	Iteration 16Q: 3 clusters Score -276497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -276501.625000 Penalty: 3764.059570
	Iteration 17Q: 3 clusters Score -276501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -276510.093750 Penalty: 3764.059570
	Iteration 18Q: 3 clusters Score -276510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -276523.093750 Penalty: 3764.059570
	Iteration 19Q: 3 clusters Score -276523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -276535.906250 Penalty: 3764.059570
	Iteration 20F: 3 clusters Score -276535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -276538.781250 Penalty: 3764.059570
	Iteration 21Q: 3 clusters Score -276538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -276541.656250 Penalty: 3764.059570
	Iteration 22Q: 3 clusters Score -276541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -276544.718750 Penalty: 3764.059570
	Iteration 23Q: 3 clusters Score -276544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -276544.718750 Penalty: 3764.059570
	Iteration 24F: 3 clusters Score -276544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Entering Unmasked Estep 
Score: -4439255.000000 Penalty: 2546.849121
	Iteration 0F: 2 clusters Score -4439255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4419558.500000 Penalty: 5093.698242
	Iteration 0F: 3 clusters Score -4419558 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4426473.500000 Penalty: 5093.698242
	Iteration 1F: 3 clusters Score -4426474 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4426842.500000 Penalty: 5093.698242
	Iteration 2Q: 3 clusters Score -4426842 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4427170.500000 Penalty: 5093.698242
	Iteration 3Q: 3 clusters Score -4427170 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4427539.500000 Penalty: 5093.698242
	Iteration 4Q: 3 clusters Score -4427540 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4428010.000000 Penalty: 5093.698242
	Iteration 5Q: 3 clusters Score -4428010 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4428677.500000 Penalty: 5093.698242
	Iteration 6Q: 3 clusters Score -4428678 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4429584.000000 Penalty: 5093.698242
	Iteration 7F: 3 clusters Score -4429584 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4430597.000000 Penalty: 5093.698242
	Iteration 8F: 3 clusters Score -4430597 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -4431755.500000 Penalty: 5093.698242
	Iteration 9F: 3 clusters Score -4431756 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4432961.000000 Penalty: 5093.698242
	Iteration 10F: 3 clusters Score -4432961 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4434054.000000 Penalty: 5093.698242
	Iteration 11Q: 3 clusters Score -4434054 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4434973.000000 Penalty: 5093.698242
	Iteration 12Q: 3 clusters Score -4434973 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4435528.500000 Penalty: 5093.698242
	Iteration 13Q: 3 clusters Score -4435528 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4435800.500000 Penalty: 5093.698242
	Iteration 14Q: 3 clusters Score -4435800 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4435964.500000 Penalty: 5093.698242
	Iteration 15Q: 3 clusters Score -4435964 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4436108.500000 Penalty: 5093.698242
	Iteration 16Q: 3 clusters Score -4436108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4436202.000000 Penalty: 5093.698242
	Iteration 17Q: 3 clusters Score -4436202 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4436276.500000 Penalty: 5093.698242
	Iteration 18Q: 3 clusters Score -4436276 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4436375.000000 Penalty: 5093.698242
	Iteration 19Q: 3 clusters Score -4436375 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4436418.500000 Penalty: 5093.698242
	Iteration 20F: 3 clusters Score -4436418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4436483.000000 Penalty: 5093.698242
	Iteration 21Q: 3 clusters Score -4436483 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4436525.500000 Penalty: 5093.698242
	Iteration 22Q: 3 clusters Score -4436526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4436585.500000 Penalty: 5093.698242
	Iteration 23Q: 3 clusters Score -4436586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4436618.500000 Penalty: 5093.698242
	Iteration 24Q: 3 clusters Score -4436618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4436647.500000 Penalty: 5093.698242
	Iteration 25Q: 3 clusters Score -4436648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4436675.000000 Penalty: 5093.698242
	Iteration 26Q: 3 clusters Score -4436675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4436710.500000 Penalty: 5093.698242
	Iteration 27Q: 3 clusters Score -4436710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4436738.000000 Penalty: 5093.698242
	Iteration 28Q: 3 clusters Score -4436738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4436764.500000 Penalty: 5093.698242
	Iteration 29Q: 3 clusters Score -4436764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4436793.000000 Penalty: 5093.698242
	Iteration 30Q: 3 clusters Score -4436793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4436830.500000 Penalty: 5093.698242
	Iteration 31Q: 3 clusters Score -4436830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4436844.500000 Penalty: 5093.698242
	Iteration 32Q: 3 clusters Score -4436844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4436868.500000 Penalty: 5093.698242
	Iteration 33Q: 3 clusters Score -4436868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4436880.500000 Penalty: 5093.698242
	Iteration 34Q: 3 clusters Score -4436880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4436902.000000 Penalty: 5093.698242
	Iteration 35Q: 3 clusters Score -4436902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4436916.500000 Penalty: 5093.698242
	Iteration 36Q: 3 clusters Score -4436916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4436933.500000 Penalty: 5093.698242
	Iteration 37Q: 3 clusters Score -4436934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4436952.500000 Penalty: 5093.698242
	Iteration 38Q: 3 clusters Score -4436952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4436963.500000 Penalty: 5093.698242
	Iteration 39Q: 3 clusters Score -4436964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4436969.500000 Penalty: 5093.698242
	Iteration 40F: 3 clusters Score -4436970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4436979.000000 Penalty: 5093.698242
	Iteration 41Q: 3 clusters Score -4436979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4436992.500000 Penalty: 5093.698242
	Iteration 42Q: 3 clusters Score -4436992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4436995.000000 Penalty: 5093.698242
	Iteration 43Q: 3 clusters Score -4436995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4436996.500000 Penalty: 5093.698242
	Iteration 44Q: 3 clusters Score -4436996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4437001.500000 Penalty: 5093.698242
	Iteration 45Q: 3 clusters Score -4437002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4436996.000000 Penalty: 5093.698242
	Iteration 46Q: 3 clusters Score -4436996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4437006.500000 Penalty: 5093.698242
	Iteration 47Q: 3 clusters Score -4437006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4437014.500000 Penalty: 5093.698242
	Iteration 48Q: 3 clusters Score -4437014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4437013.500000 Penalty: 5093.698242
	Iteration 49Q: 3 clusters Score -4437014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4437018.500000 Penalty: 5093.698242
	Iteration 50Q: 3 clusters Score -4437018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4437017.500000 Penalty: 5093.698242
	Iteration 51Q: 3 clusters Score -4437018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4437023.000000 Penalty: 5093.698242
	Iteration 52Q: 3 clusters Score -4437023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4437033.000000 Penalty: 5093.698242
	Iteration 53Q: 3 clusters Score -4437033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4437040.500000 Penalty: 5093.698242
	Iteration 54Q: 3 clusters Score -4437040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4437043.000000 Penalty: 5093.698242
	Iteration 55Q: 3 clusters Score -4437043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4437045.000000 Penalty: 5093.698242
	Iteration 56Q: 3 clusters Score -4437045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4437051.000000 Penalty: 5093.698242
	Iteration 57Q: 3 clusters Score -4437051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4437054.000000 Penalty: 5093.698242
	Iteration 58Q: 3 clusters Score -4437054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4437057.500000 Penalty: 5093.698242
	Iteration 59Q: 3 clusters Score -4437058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4437054.500000 Penalty: 5093.698242
	Iteration 60F: 3 clusters Score -4437054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4437052.000000 Penalty: 5093.698242
	Iteration 61Q: 3 clusters Score -4437052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4437052.000000 Penalty: 5093.698242
	Iteration 62Q: 3 clusters Score -4437052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4437055.500000 Penalty: 5093.698242
	Iteration 63Q: 3 clusters Score -4437056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4437056.000000 Penalty: 5093.698242
	Iteration 64Q: 3 clusters Score -4437056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4437054.500000 Penalty: 5093.698242
	Iteration 65Q: 3 clusters Score -4437054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4437058.000000 Penalty: 5093.698242
	Iteration 66Q: 3 clusters Score -4437058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4437052.000000 Penalty: 5093.698242
	Iteration 67Q: 3 clusters Score -4437052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4437061.000000 Penalty: 5093.698242
	Iteration 68Q: 3 clusters Score -4437061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4437068.000000 Penalty: 5093.698242
	Iteration 69Q: 3 clusters Score -4437068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4437066.500000 Penalty: 5093.698242
	Iteration 70Q: 3 clusters Score -4437066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4437066.500000 Penalty: 5093.698242
	Iteration 71F: 3 clusters Score -4437066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85615.867188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85615.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84129.484375 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -84129.48 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84820.718750 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84820.72 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85427.585938 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -85427.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -85844.250000 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -85844.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -86053.054688 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -86053.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -86156.070312 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -86156.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -86216.570312 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -86216.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -86238.695312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -86238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -86248.531250 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -86248.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -86248.531250 Penalty: 3284.877197
	Iteration 9F: 3 clusters Score -86248.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 98467 members 
Mstep: Class 24 contains 140 members 
Entering Unmasked Estep 
Score: -137690272.000000 Penalty: 81708.054688
Splitting cluster 9 changes total score from -137690880.000000 to -137690272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -856881.625000 Penalty: 2149.541992
	Iteration 0F: 2 clusters Score -856881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -851843.250000 Penalty: 4299.083984
	Iteration 0F: 3 clusters Score -851843.2 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -853149.375000 Penalty: 4299.083984
	Iteration 1F: 3 clusters Score -853149.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -853476.812500 Penalty: 4299.083984
	Iteration 2F: 3 clusters Score -853476.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -853713.750000 Penalty: 4299.083984
	Iteration 3F: 3 clusters Score -853713.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -853908.312500 Penalty: 4299.083984
	Iteration 4Q: 3 clusters Score -853908.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -854092.875000 Penalty: 4299.083984
	Iteration 5Q: 3 clusters Score -854092.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -854261.750000 Penalty: 4299.083984
	Iteration 6Q: 3 clusters Score -854261.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -854402.375000 Penalty: 4299.083984
	Iteration 7Q: 3 clusters Score -854402.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854522.250000 Penalty: 4299.083984
	Iteration 8Q: 3 clusters Score -854522.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -854640.125000 Penalty: 4299.083984
	Iteration 9Q: 3 clusters Score -854640.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -854753.625000 Penalty: 4299.083984
	Iteration 10Q: 3 clusters Score -854753.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -854867.562500 Penalty: 4299.083984
	Iteration 11Q: 3 clusters Score -854867.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -854958.437500 Penalty: 4299.083984
	Iteration 12Q: 3 clusters Score -854958.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -855039.500000 Penalty: 4299.083984
	Iteration 13Q: 3 clusters Score -855039.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -855105.312500 Penalty: 4299.083984
	Iteration 14Q: 3 clusters Score -855105.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -855190.375000 Penalty: 4299.083984
	Iteration 15Q: 3 clusters Score -855190.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -855263.312500 Penalty: 4299.083984
	Iteration 16Q: 3 clusters Score -855263.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -855343.375000 Penalty: 4299.083984
	Iteration 17Q: 3 clusters Score -855343.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -855389.437500 Penalty: 4299.083984
	Iteration 18Q: 3 clusters Score -855389.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -855422.375000 Penalty: 4299.083984
	Iteration 19Q: 3 clusters Score -855422.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -855441.687500 Penalty: 4299.083984
	Iteration 20F: 3 clusters Score -855441.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -855455.125000 Penalty: 4299.083984
	Iteration 21Q: 3 clusters Score -855455.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -855466.125000 Penalty: 4299.083984
	Iteration 22Q: 3 clusters Score -855466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -855477.625000 Penalty: 4299.083984
	Iteration 23Q: 3 clusters Score -855477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -855481.187500 Penalty: 4299.083984
	Iteration 24Q: 3 clusters Score -855481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -855483.312500 Penalty: 4299.083984
	Iteration 25Q: 3 clusters Score -855483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -855487.187500 Penalty: 4299.083984
	Iteration 26Q: 3 clusters Score -855487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -855491.000000 Penalty: 4299.083984
	Iteration 27Q: 3 clusters Score -855491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -855493.687500 Penalty: 4299.083984
	Iteration 28Q: 3 clusters Score -855493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -855496.750000 Penalty: 4299.083984
	Iteration 29Q: 3 clusters Score -855496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -855497.750000 Penalty: 4299.083984
	Iteration 30Q: 3 clusters Score -855497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -855497.750000 Penalty: 4299.083984
	Iteration 31F: 3 clusters Score -855497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Entering Unmasked Estep 
Score: -6019754.500000 Penalty: 2621.718506
	Iteration 0F: 2 clusters Score -6019754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5993312.500000 Penalty: 5243.437012
	Iteration 0F: 3 clusters Score -5993312 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -6002990.000000 Penalty: 5243.437012
	Iteration 1F: 3 clusters Score -6002990 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -6003381.500000 Penalty: 5243.437012
	Iteration 2Q: 3 clusters Score -6003382 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -6003851.000000 Penalty: 5243.437012
	Iteration 3Q: 3 clusters Score -6003851 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6004336.000000 Penalty: 5243.437012
	Iteration 4Q: 3 clusters Score -6004336 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6004984.500000 Penalty: 5243.437012
	Iteration 5Q: 3 clusters Score -6004984 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6005870.500000 Penalty: 5243.437012
	Iteration 6Q: 3 clusters Score -6005870 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -6007115.500000 Penalty: 5243.437012
	Iteration 7F: 3 clusters Score -6007116 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6008628.000000 Penalty: 5243.437012
	Iteration 8F: 3 clusters Score -6008628 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -6010228.500000 Penalty: 5243.437012
	Iteration 9F: 3 clusters Score -6010228 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6011739.500000 Penalty: 5243.437012
	Iteration 10F: 3 clusters Score -6011740 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6012851.000000 Penalty: 5243.437012
	Iteration 11Q: 3 clusters Score -6012851 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6013639.500000 Penalty: 5243.437012
	Iteration 12Q: 3 clusters Score -6013640 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -6014189.000000 Penalty: 5243.437012
	Iteration 13Q: 3 clusters Score -6014189 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6014595.500000 Penalty: 5243.437012
	Iteration 14Q: 3 clusters Score -6014596 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -6014911.500000 Penalty: 5243.437012
	Iteration 15Q: 3 clusters Score -6014912 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6015208.500000 Penalty: 5243.437012
	Iteration 16Q: 3 clusters Score -6015208 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6015474.500000 Penalty: 5243.437012
	Iteration 17Q: 3 clusters Score -6015474 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6015712.000000 Penalty: 5243.437012
	Iteration 18Q: 3 clusters Score -6015712 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -6015945.500000 Penalty: 5243.437012
	Iteration 19Q: 3 clusters Score -6015946 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -6016180.000000 Penalty: 5243.437012
	Iteration 20F: 3 clusters Score -6016180 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -6016355.000000 Penalty: 5243.437012
	Iteration 21Q: 3 clusters Score -6016355 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -6016541.500000 Penalty: 5243.437012
	Iteration 22Q: 3 clusters Score -6016542 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6016728.000000 Penalty: 5243.437012
	Iteration 23Q: 3 clusters Score -6016728 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -6016911.500000 Penalty: 5243.437012
	Iteration 24Q: 3 clusters Score -6016912 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6017042.500000 Penalty: 5243.437012
	Iteration 25Q: 3 clusters Score -6017042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -6017152.500000 Penalty: 5243.437012
	Iteration 26Q: 3 clusters Score -6017152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -6017225.000000 Penalty: 5243.437012
	Iteration 27Q: 3 clusters Score -6017225 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -6017285.000000 Penalty: 5243.437012
	Iteration 28Q: 3 clusters Score -6017285 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -6017326.500000 Penalty: 5243.437012
	Iteration 29Q: 3 clusters Score -6017326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -6017380.000000 Penalty: 5243.437012
	Iteration 30Q: 3 clusters Score -6017380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -6017403.000000 Penalty: 5243.437012
	Iteration 31Q: 3 clusters Score -6017403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -6017426.500000 Penalty: 5243.437012
	Iteration 32Q: 3 clusters Score -6017426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -6017439.500000 Penalty: 5243.437012
	Iteration 33Q: 3 clusters Score -6017440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -6017454.000000 Penalty: 5243.437012
	Iteration 34Q: 3 clusters Score -6017454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -6017464.500000 Penalty: 5243.437012
	Iteration 35Q: 3 clusters Score -6017464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -6017474.000000 Penalty: 5243.437012
	Iteration 36Q: 3 clusters Score -6017474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -6017479.500000 Penalty: 5243.437012
	Iteration 37Q: 3 clusters Score -6017480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -6017495.000000 Penalty: 5243.437012
	Iteration 38Q: 3 clusters Score -6017495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -6017499.000000 Penalty: 5243.437012
	Iteration 39Q: 3 clusters Score -6017499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -6017510.000000 Penalty: 5243.437012
	Iteration 40F: 3 clusters Score -6017510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -6017518.000000 Penalty: 5243.437012
	Iteration 41Q: 3 clusters Score -6017518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -6017522.500000 Penalty: 5243.437012
	Iteration 42Q: 3 clusters Score -6017522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -6017521.000000 Penalty: 5243.437012
	Iteration 43Q: 3 clusters Score -6017521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -6017518.500000 Penalty: 5243.437012
	Iteration 44Q: 3 clusters Score -6017518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -6017527.000000 Penalty: 5243.437012
	Iteration 45Q: 3 clusters Score -6017527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -6017529.500000 Penalty: 5243.437012
	Iteration 46Q: 3 clusters Score -6017530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -6017533.500000 Penalty: 5243.437012
	Iteration 47Q: 3 clusters Score -6017534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -6017527.500000 Penalty: 5243.437012
	Iteration 48Q: 3 clusters Score -6017528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6017535.000000 Penalty: 5243.437012
	Iteration 49Q: 3 clusters Score -6017535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -6017542.000000 Penalty: 5243.437012
	Iteration 50Q: 3 clusters Score -6017542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -6017537.500000 Penalty: 5243.437012
	Iteration 51Q: 3 clusters Score -6017538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -6017538.500000 Penalty: 5243.437012
	Iteration 52Q: 3 clusters Score -6017538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -6017538.500000 Penalty: 5243.437012
	Iteration 53F: 3 clusters Score -6017538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (112417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Entering Unmasked Estep 
Score: -17329622.000000 Penalty: 2884.232666
	Iteration 0F: 2 clusters Score -1.732962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -17257810.000000 Penalty: 5768.465332
	Iteration 0F: 3 clusters Score -1.725781e+07 nChanged 53268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -17288662.000000 Penalty: 5768.465332
	Iteration 1F: 3 clusters Score -1.728866e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -17290058.000000 Penalty: 5768.465332
	Iteration 2Q: 3 clusters Score -1.729006e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -17291934.000000 Penalty: 5768.465332
	Iteration 3Q: 3 clusters Score -1.729193e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -17295250.000000 Penalty: 5768.465332
	Iteration 4F: 3 clusters Score -1.729525e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -17300778.000000 Penalty: 5768.465332
	Iteration 5F: 3 clusters Score -1.730078e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -17308730.000000 Penalty: 5768.465332
	Iteration 6F: 3 clusters Score -1.730873e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -17317636.000000 Penalty: 5768.465332
	Iteration 7F: 3 clusters Score -1.731764e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -17324080.000000 Penalty: 5768.465332
	Iteration 8F: 3 clusters Score -1.732408e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110220 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17326274.000000 Penalty: 5768.465332
	Iteration 9Q: 3 clusters Score -1.732627e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17326868.000000 Penalty: 5768.465332
	Iteration 10Q: 3 clusters Score -1.732687e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17326992.000000 Penalty: 5768.465332
	Iteration 11Q: 3 clusters Score -1.732699e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112100 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17327052.000000 Penalty: 5768.465332
	Iteration 12Q: 3 clusters Score -1.732705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17327084.000000 Penalty: 5768.465332
	Iteration 13Q: 3 clusters Score -1.732708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17327104.000000 Penalty: 5768.465332
	Iteration 14Q: 3 clusters Score -1.73271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17327120.000000 Penalty: 5768.465332
	Iteration 15Q: 3 clusters Score -1.732712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17327134.000000 Penalty: 5768.465332
	Iteration 16Q: 3 clusters Score -1.732713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17327140.000000 Penalty: 5768.465332
	Iteration 17Q: 3 clusters Score -1.732714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17327148.000000 Penalty: 5768.465332
	Iteration 18Q: 3 clusters Score -1.732715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17327166.000000 Penalty: 5768.465332
	Iteration 19Q: 3 clusters Score -1.732717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17327164.000000 Penalty: 5768.465332
	Iteration 20F: 3 clusters Score -1.732716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17327176.000000 Penalty: 5768.465332
	Iteration 21Q: 3 clusters Score -1.732718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17327170.000000 Penalty: 5768.465332
	Iteration 22Q: 3 clusters Score -1.732717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17327166.000000 Penalty: 5768.465332
	Iteration 23Q: 3 clusters Score -1.732717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17327166.000000 Penalty: 5768.465332
	Iteration 24F: 3 clusters Score -1.732717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Entering Unmasked Estep 
Score: -4884291.000000 Penalty: 2577.346924
	Iteration 0F: 2 clusters Score -4884291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4862136.500000 Penalty: 5154.693848
	Iteration 0F: 3 clusters Score -4862136 nChanged 14626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4870253.500000 Penalty: 5154.693848
	Iteration 1F: 3 clusters Score -4870254 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4870938.500000 Penalty: 5154.693848
	Iteration 2F: 3 clusters Score -4870938 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -4871669.000000 Penalty: 5154.693848
	Iteration 3F: 3 clusters Score -4871669 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4872639.500000 Penalty: 5154.693848
	Iteration 4F: 3 clusters Score -4872640 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4873922.500000 Penalty: 5154.693848
	Iteration 5F: 3 clusters Score -4873922 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4875388.500000 Penalty: 5154.693848
	Iteration 6F: 3 clusters Score -4875388 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4876874.500000 Penalty: 5154.693848
	Iteration 7F: 3 clusters Score -4876874 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4878256.000000 Penalty: 5154.693848
	Iteration 8F: 3 clusters Score -4878256 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4879502.500000 Penalty: 5154.693848
	Iteration 9Q: 3 clusters Score -4879502 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4880443.500000 Penalty: 5154.693848
	Iteration 10Q: 3 clusters Score -4880444 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4881048.000000 Penalty: 5154.693848
	Iteration 11Q: 3 clusters Score -4881048 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4881449.000000 Penalty: 5154.693848
	Iteration 12Q: 3 clusters Score -4881449 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4881696.000000 Penalty: 5154.693848
	Iteration 13Q: 3 clusters Score -4881696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4881867.500000 Penalty: 5154.693848
	Iteration 14Q: 3 clusters Score -4881868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4881952.500000 Penalty: 5154.693848
	Iteration 15Q: 3 clusters Score -4881952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4881996.500000 Penalty: 5154.693848
	Iteration 16Q: 3 clusters Score -4881996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4882032.500000 Penalty: 5154.693848
	Iteration 17Q: 3 clusters Score -4882032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4882060.000000 Penalty: 5154.693848
	Iteration 18Q: 3 clusters Score -4882060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4882085.500000 Penalty: 5154.693848
	Iteration 19Q: 3 clusters Score -4882086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4882100.500000 Penalty: 5154.693848
	Iteration 20F: 3 clusters Score -4882100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4882117.500000 Penalty: 5154.693848
	Iteration 21Q: 3 clusters Score -4882118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4882122.500000 Penalty: 5154.693848
	Iteration 22Q: 3 clusters Score -4882122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4882120.500000 Penalty: 5154.693848
	Iteration 23Q: 3 clusters Score -4882120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4882126.500000 Penalty: 5154.693848
	Iteration 24Q: 3 clusters Score -4882126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4882127.500000 Penalty: 5154.693848
	Iteration 25Q: 3 clusters Score -4882128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4882131.500000 Penalty: 5154.693848
	Iteration 26Q: 3 clusters Score -4882132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4882133.000000 Penalty: 5154.693848
	Iteration 27Q: 3 clusters Score -4882133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4882126.500000 Penalty: 5154.693848
	Iteration 28Q: 3 clusters Score -4882126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4882127.000000 Penalty: 5154.693848
	Iteration 29Q: 3 clusters Score -4882127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4882128.500000 Penalty: 5154.693848
	Iteration 30Q: 3 clusters Score -4882128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4882129.000000 Penalty: 5154.693848
	Iteration 31Q: 3 clusters Score -4882129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4882129.000000 Penalty: 5154.693848
	Iteration 32F: 3 clusters Score -4882129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -605352.062500 Penalty: 2064.134521
	Iteration 0F: 2 clusters Score -605352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -601373.812500 Penalty: 4128.269043
	Iteration 0F: 3 clusters Score -601373.8 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -602320.437500 Penalty: 4128.269043
	Iteration 1F: 3 clusters Score -602320.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -602583.750000 Penalty: 4128.269043
	Iteration 2F: 3 clusters Score -602583.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -602782.750000 Penalty: 4128.269043
	Iteration 3F: 3 clusters Score -602782.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -602936.250000 Penalty: 4128.269043
	Iteration 4Q: 3 clusters Score -602936.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -603075.750000 Penalty: 4128.269043
	Iteration 5Q: 3 clusters Score -603075.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -603206.812500 Penalty: 4128.269043
	Iteration 6Q: 3 clusters Score -603206.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -603330.875000 Penalty: 4128.269043
	Iteration 7Q: 3 clusters Score -603330.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -603445.937500 Penalty: 4128.269043
	Iteration 8Q: 3 clusters Score -603445.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -603530.250000 Penalty: 4128.269043
	Iteration 9Q: 3 clusters Score -603530.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -603598.562500 Penalty: 4128.269043
	Iteration 10Q: 3 clusters Score -603598.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -603658.250000 Penalty: 4128.269043
	Iteration 11Q: 3 clusters Score -603658.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -603697.687500 Penalty: 4128.269043
	Iteration 12Q: 3 clusters Score -603697.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -603721.312500 Penalty: 4128.269043
	Iteration 13Q: 3 clusters Score -603721.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -603742.000000 Penalty: 4128.269043
	Iteration 14Q: 3 clusters Score -603742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -603758.812500 Penalty: 4128.269043
	Iteration 15Q: 3 clusters Score -603758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -603768.000000 Penalty: 4128.269043
	Iteration 16Q: 3 clusters Score -603768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -603779.437500 Penalty: 4128.269043
	Iteration 17Q: 3 clusters Score -603779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -603788.187500 Penalty: 4128.269043
	Iteration 18Q: 3 clusters Score -603788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -603796.625000 Penalty: 4128.269043
	Iteration 19Q: 3 clusters Score -603796.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -603806.625000 Penalty: 4128.269043
	Iteration 20F: 3 clusters Score -603806.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -603814.625000 Penalty: 4128.269043
	Iteration 21Q: 3 clusters Score -603814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -603821.687500 Penalty: 4128.269043
	Iteration 22Q: 3 clusters Score -603821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -603829.000000 Penalty: 4128.269043
	Iteration 23Q: 3 clusters Score -603829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -603832.500000 Penalty: 4128.269043
	Iteration 24Q: 3 clusters Score -603832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -603837.250000 Penalty: 4128.269043
	Iteration 25Q: 3 clusters Score -603837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -603843.000000 Penalty: 4128.269043
	Iteration 26Q: 3 clusters Score -603843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -603847.625000 Penalty: 4128.269043
	Iteration 27Q: 3 clusters Score -603847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -603851.437500 Penalty: 4128.269043
	Iteration 28Q: 3 clusters Score -603851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -603855.437500 Penalty: 4128.269043
	Iteration 29Q: 3 clusters Score -603855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -603857.937500 Penalty: 4128.269043
	Iteration 30Q: 3 clusters Score -603857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -603858.875000 Penalty: 4128.269043
	Iteration 31Q: 3 clusters Score -603858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -603863.250000 Penalty: 4128.269043
	Iteration 32Q: 3 clusters Score -603863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -603865.625000 Penalty: 4128.269043
	Iteration 33Q: 3 clusters Score -603865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -603866.812500 Penalty: 4128.269043
	Iteration 34Q: 3 clusters Score -603866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -603866.937500 Penalty: 4128.269043
	Iteration 35Q: 3 clusters Score -603866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -603867.562500 Penalty: 4128.269043
	Iteration 36Q: 3 clusters Score -603867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -603869.125000 Penalty: 4128.269043
	Iteration 37Q: 3 clusters Score -603869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -603870.125000 Penalty: 4128.269043
	Iteration 38Q: 3 clusters Score -603870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -603870.125000 Penalty: 4128.269043
	Iteration 39F: 3 clusters Score -603870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (103391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Entering Unmasked Estep 
Score: -15928829.000000 Penalty: 2863.475830
	Iteration 0F: 2 clusters Score -1.592883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -15862474.000000 Penalty: 5726.951660
	Iteration 0F: 3 clusters Score -1.586247e+07 nChanged 49168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -15890682.000000 Penalty: 5726.951660
	Iteration 1F: 3 clusters Score -1.589068e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -15892013.000000 Penalty: 5726.951660
	Iteration 2Q: 3 clusters Score -1.589201e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -15893675.000000 Penalty: 5726.951660
	Iteration 3Q: 3 clusters Score -1.589368e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -15896018.000000 Penalty: 5726.951660
	Iteration 4Q: 3 clusters Score -1.589602e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -15898993.000000 Penalty: 5726.951660
	Iteration 5F: 3 clusters Score -1.589899e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -15902976.000000 Penalty: 5726.951660
	Iteration 6F: 3 clusters Score -1.590298e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -15907723.000000 Penalty: 5726.951660
	Iteration 7F: 3 clusters Score -1.590772e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -15911977.000000 Penalty: 5726.951660
	Iteration 8F: 3 clusters Score -1.591198e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -15914938.000000 Penalty: 5726.951660
	Iteration 9F: 3 clusters Score -1.591494e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -15916707.000000 Penalty: 5726.951660
	Iteration 10Q: 3 clusters Score -1.591671e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -15917598.000000 Penalty: 5726.951660
	Iteration 11Q: 3 clusters Score -1.59176e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -15918180.000000 Penalty: 5726.951660
	Iteration 12Q: 3 clusters Score -1.591818e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -15918587.000000 Penalty: 5726.951660
	Iteration 13Q: 3 clusters Score -1.591859e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -15918976.000000 Penalty: 5726.951660
	Iteration 14Q: 3 clusters Score -1.591898e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -15919279.000000 Penalty: 5726.951660
	Iteration 15Q: 3 clusters Score -1.591928e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -15919680.000000 Penalty: 5726.951660
	Iteration 16Q: 3 clusters Score -1.591968e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -15920104.000000 Penalty: 5726.951660
	Iteration 17Q: 3 clusters Score -1.59201e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -15920642.000000 Penalty: 5726.951660
	Iteration 18Q: 3 clusters Score -1.592064e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -15921189.000000 Penalty: 5726.951660
	Iteration 19Q: 3 clusters Score -1.592119e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -15921855.000000 Penalty: 5726.951660
	Iteration 20F: 3 clusters Score -1.592186e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -15922567.000000 Penalty: 5726.951660
	Iteration 21Q: 3 clusters Score -1.592257e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -15923276.000000 Penalty: 5726.951660
	Iteration 22Q: 3 clusters Score -1.592328e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -15923946.000000 Penalty: 5726.951660
	Iteration 23Q: 3 clusters Score -1.592395e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -15924746.000000 Penalty: 5726.951660
	Iteration 24Q: 3 clusters Score -1.592475e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -15925302.000000 Penalty: 5726.951660
	Iteration 25Q: 3 clusters Score -1.59253e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -15925713.000000 Penalty: 5726.951660
	Iteration 26Q: 3 clusters Score -1.592571e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -15926037.000000 Penalty: 5726.951660
	Iteration 27Q: 3 clusters Score -1.592604e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -15926271.000000 Penalty: 5726.951660
	Iteration 28Q: 3 clusters Score -1.592627e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -15926369.000000 Penalty: 5726.951660
	Iteration 29Q: 3 clusters Score -1.592637e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -15926453.000000 Penalty: 5726.951660
	Iteration 30Q: 3 clusters Score -1.592645e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -15926528.000000 Penalty: 5726.951660
	Iteration 31Q: 3 clusters Score -1.592653e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -15926617.000000 Penalty: 5726.951660
	Iteration 32Q: 3 clusters Score -1.592662e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -15926659.000000 Penalty: 5726.951660
	Iteration 33Q: 3 clusters Score -1.592666e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -15926670.000000 Penalty: 5726.951660
	Iteration 34Q: 3 clusters Score -1.592667e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -15926654.000000 Penalty: 5726.951660
	Iteration 35Q: 3 clusters Score -1.592665e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -15926704.000000 Penalty: 5726.951660
	Iteration 36Q: 3 clusters Score -1.59267e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -15926713.000000 Penalty: 5726.951660
	Iteration 37Q: 3 clusters Score -1.592671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -15926735.000000 Penalty: 5726.951660
	Iteration 38Q: 3 clusters Score -1.592674e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -15926732.000000 Penalty: 5726.951660
	Iteration 39Q: 3 clusters Score -1.592673e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -15926764.000000 Penalty: 5726.951660
	Iteration 40F: 3 clusters Score -1.592676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -15926761.000000 Penalty: 5726.951660
	Iteration 41Q: 3 clusters Score -1.592676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -15926784.000000 Penalty: 5726.951660
	Iteration 42Q: 3 clusters Score -1.592678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -15926791.000000 Penalty: 5726.951660
	Iteration 43Q: 3 clusters Score -1.592679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -15926761.000000 Penalty: 5726.951660
	Iteration 44Q: 3 clusters Score -1.592676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -15926772.000000 Penalty: 5726.951660
	Iteration 45Q: 3 clusters Score -1.592677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -15926763.000000 Penalty: 5726.951660
	Iteration 46Q: 3 clusters Score -1.592676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -15926769.000000 Penalty: 5726.951660
	Iteration 47Q: 3 clusters Score -1.592677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -15926782.000000 Penalty: 5726.951660
	Iteration 48Q: 3 clusters Score -1.592678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -15926772.000000 Penalty: 5726.951660
	Iteration 49Q: 3 clusters Score -1.592677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -15926778.000000 Penalty: 5726.951660
	Iteration 50Q: 3 clusters Score -1.592678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -15926781.000000 Penalty: 5726.951660
	Iteration 51Q: 3 clusters Score -1.592678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -15926786.000000 Penalty: 5726.951660
	Iteration 52Q: 3 clusters Score -1.592679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -15926790.000000 Penalty: 5726.951660
	Iteration 53Q: 3 clusters Score -1.592679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 102361 members 
Entering Unmasked Estep 
Score: -15926806.000000 Penalty: 5726.951660
	Iteration 54Q: 3 clusters Score -1.592681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -15926799.000000 Penalty: 5726.951660
	Iteration 55Q: 3 clusters Score -1.59268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -15926799.000000 Penalty: 5726.951660
	Iteration 56Q: 3 clusters Score -1.59268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -15926793.000000 Penalty: 5726.951660
	Iteration 57Q: 3 clusters Score -1.592679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -15926802.000000 Penalty: 5726.951660
	Iteration 58Q: 3 clusters Score -1.59268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -15926819.000000 Penalty: 5726.951660
	Iteration 59Q: 3 clusters Score -1.592682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 102388 members 
Entering Unmasked Estep 
Score: -15926817.000000 Penalty: 5726.951660
	Iteration 60F: 3 clusters Score -1.592682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -15926801.000000 Penalty: 5726.951660
	Iteration 61Q: 3 clusters Score -1.59268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -15926805.000000 Penalty: 5726.951660
	Iteration 62Q: 3 clusters Score -1.59268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -15926810.000000 Penalty: 5726.951660
	Iteration 63Q: 3 clusters Score -1.592681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -15926804.000000 Penalty: 5726.951660
	Iteration 64Q: 3 clusters Score -1.59268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -15926800.000000 Penalty: 5726.951660
	Iteration 65Q: 3 clusters Score -1.59268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -15926798.000000 Penalty: 5726.951660
	Iteration 66Q: 3 clusters Score -1.59268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -15926798.000000 Penalty: 5726.951660
	Iteration 67F: 3 clusters Score -1.59268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -44170.109375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -44170.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42925.355469 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -42925.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43314.570312 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -43314.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43721.281250 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -43721.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43976.296875 Penalty: 2931.755127
	Iteration 3F: 3 clusters Score -43976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44154.988281 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -44154.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44239.398438 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -44239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44239.398438 Penalty: 2931.755127
	Iteration 6F: 3 clusters Score -44239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 98467 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
Score: -137689456.000000 Penalty: 81708.054688
Splitting cluster 16 changes total score from -137690880.000000 to -137689456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (10835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Entering Unmasked Estep 
Score: -1712359.500000 Penalty: 2304.053223
	Iteration 0F: 2 clusters Score -1712360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1704183.125000 Penalty: 4608.106445
	Iteration 0F: 3 clusters Score -1704183 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1706564.875000 Penalty: 4608.106445
	Iteration 1F: 3 clusters Score -1706565 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1706868.125000 Penalty: 4608.106445
	Iteration 2F: 3 clusters Score -1706868 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1707098.375000 Penalty: 4608.106445
	Iteration 3Q: 3 clusters Score -1707098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1707283.000000 Penalty: 4608.106445
	Iteration 4Q: 3 clusters Score -1707283 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1707478.750000 Penalty: 4608.106445
	Iteration 5Q: 3 clusters Score -1707479 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1707698.875000 Penalty: 4608.106445
	Iteration 6Q: 3 clusters Score -1707699 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1707965.625000 Penalty: 4608.106445
	Iteration 7Q: 3 clusters Score -1707966 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1708275.875000 Penalty: 4608.106445
	Iteration 8Q: 3 clusters Score -1708276 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1708622.250000 Penalty: 4608.106445
	Iteration 9Q: 3 clusters Score -1708622 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1709039.375000 Penalty: 4608.106445
	Iteration 10Q: 3 clusters Score -1709039 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1709396.000000 Penalty: 4608.106445
	Iteration 11Q: 3 clusters Score -1709396 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1709693.375000 Penalty: 4608.106445
	Iteration 12Q: 3 clusters Score -1709693 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1709901.375000 Penalty: 4608.106445
	Iteration 13Q: 3 clusters Score -1709901 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1710038.250000 Penalty: 4608.106445
	Iteration 14Q: 3 clusters Score -1710038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1710126.500000 Penalty: 4608.106445
	Iteration 15Q: 3 clusters Score -1710126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1710182.000000 Penalty: 4608.106445
	Iteration 16Q: 3 clusters Score -1710182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1710224.375000 Penalty: 4608.106445
	Iteration 17Q: 3 clusters Score -1710224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1710238.750000 Penalty: 4608.106445
	Iteration 18Q: 3 clusters Score -1710239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1710250.125000 Penalty: 4608.106445
	Iteration 19Q: 3 clusters Score -1710250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1710258.750000 Penalty: 4608.106445
	Iteration 20F: 3 clusters Score -1710259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1710279.000000 Penalty: 4608.106445
	Iteration 21Q: 3 clusters Score -1710279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1710292.750000 Penalty: 4608.106445
	Iteration 22Q: 3 clusters Score -1710293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1710299.375000 Penalty: 4608.106445
	Iteration 23Q: 3 clusters Score -1710299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1710317.625000 Penalty: 4608.106445
	Iteration 24Q: 3 clusters Score -1710318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1710322.750000 Penalty: 4608.106445
	Iteration 25Q: 3 clusters Score -1710323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1710333.625000 Penalty: 4608.106445
	Iteration 26Q: 3 clusters Score -1710334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1710347.500000 Penalty: 4608.106445
	Iteration 27Q: 3 clusters Score -1710348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1710365.875000 Penalty: 4608.106445
	Iteration 28Q: 3 clusters Score -1710366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1710376.750000 Penalty: 4608.106445
	Iteration 29Q: 3 clusters Score -1710377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1710387.250000 Penalty: 4608.106445
	Iteration 30Q: 3 clusters Score -1710387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1710387.250000 Penalty: 4608.106445
	Iteration 31F: 3 clusters Score -1710387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Entering Unmasked Estep 
Score: -8492584.000000 Penalty: 2715.490967
	Iteration 0F: 2 clusters Score -8492584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8454391.000000 Penalty: 5430.981934
	Iteration 0F: 3 clusters Score -8454391 nChanged 26569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8470255.000000 Penalty: 5430.981934
	Iteration 1F: 3 clusters Score -8470255 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -8472409.000000 Penalty: 5430.981934
	Iteration 2F: 3 clusters Score -8472409 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8475589.000000 Penalty: 5430.981934
	Iteration 3F: 3 clusters Score -8475589 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -8479081.000000 Penalty: 5430.981934
	Iteration 4F: 3 clusters Score -8479081 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8481829.000000 Penalty: 5430.981934
	Iteration 5F: 3 clusters Score -8481829 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -8483572.000000 Penalty: 5430.981934
	Iteration 6F: 3 clusters Score -8483572 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8484797.000000 Penalty: 5430.981934
	Iteration 7Q: 3 clusters Score -8484797 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8485582.000000 Penalty: 5430.981934
	Iteration 8Q: 3 clusters Score -8485582 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8486290.000000 Penalty: 5430.981934
	Iteration 9Q: 3 clusters Score -8486290 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8486985.000000 Penalty: 5430.981934
	Iteration 10Q: 3 clusters Score -8486985 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -8487716.000000 Penalty: 5430.981934
	Iteration 11Q: 3 clusters Score -8487716 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -8488402.000000 Penalty: 5430.981934
	Iteration 12Q: 3 clusters Score -8488402 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -8488926.000000 Penalty: 5430.981934
	Iteration 13Q: 3 clusters Score -8488926 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -8489380.000000 Penalty: 5430.981934
	Iteration 14Q: 3 clusters Score -8489380 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -8489757.000000 Penalty: 5430.981934
	Iteration 15Q: 3 clusters Score -8489757 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -8490041.000000 Penalty: 5430.981934
	Iteration 16Q: 3 clusters Score -8490041 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -8490241.000000 Penalty: 5430.981934
	Iteration 17Q: 3 clusters Score -8490241 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -8490424.000000 Penalty: 5430.981934
	Iteration 18Q: 3 clusters Score -8490424 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -8490635.000000 Penalty: 5430.981934
	Iteration 19Q: 3 clusters Score -8490635 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8490856.000000 Penalty: 5430.981934
	Iteration 20F: 3 clusters Score -8490856 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -8491070.000000 Penalty: 5430.981934
	Iteration 21Q: 3 clusters Score -8491070 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -8491284.000000 Penalty: 5430.981934
	Iteration 22Q: 3 clusters Score -8491284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -8491353.000000 Penalty: 5430.981934
	Iteration 23Q: 3 clusters Score -8491353 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -8491429.000000 Penalty: 5430.981934
	Iteration 24Q: 3 clusters Score -8491429 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -8491464.000000 Penalty: 5430.981934
	Iteration 25Q: 3 clusters Score -8491464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -8491504.000000 Penalty: 5430.981934
	Iteration 26Q: 3 clusters Score -8491504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -8491513.000000 Penalty: 5430.981934
	Iteration 27Q: 3 clusters Score -8491513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -8491531.000000 Penalty: 5430.981934
	Iteration 28Q: 3 clusters Score -8491531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -8491544.000000 Penalty: 5430.981934
	Iteration 29Q: 3 clusters Score -8491544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -8491554.000000 Penalty: 5430.981934
	Iteration 30Q: 3 clusters Score -8491554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -8491564.000000 Penalty: 5430.981934
	Iteration 31Q: 3 clusters Score -8491564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -8491558.000000 Penalty: 5430.981934
	Iteration 32Q: 3 clusters Score -8491558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -8491553.000000 Penalty: 5430.981934
	Iteration 33Q: 3 clusters Score -8491553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8491565.000000 Penalty: 5430.981934
	Iteration 34Q: 3 clusters Score -8491565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -8491567.000000 Penalty: 5430.981934
	Iteration 35Q: 3 clusters Score -8491567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -8491556.000000 Penalty: 5430.981934
	Iteration 36Q: 3 clusters Score -8491556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -8491548.000000 Penalty: 5430.981934
	Iteration 37Q: 3 clusters Score -8491548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -8491555.000000 Penalty: 5430.981934
	Iteration 38Q: 3 clusters Score -8491555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -8491554.000000 Penalty: 5430.981934
	Iteration 39Q: 3 clusters Score -8491554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -8491555.000000 Penalty: 5430.981934
	Iteration 40F: 3 clusters Score -8491555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -8491559.000000 Penalty: 5430.981934
	Iteration 41Q: 3 clusters Score -8491559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -8491560.000000 Penalty: 5430.981934
	Iteration 42Q: 3 clusters Score -8491560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -8491559.000000 Penalty: 5430.981934
	Iteration 43Q: 3 clusters Score -8491559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -8491559.000000 Penalty: 5430.981934
	Iteration 44F: 3 clusters Score -8491559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (118371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118371 members 
Entering Unmasked Estep 
Score: -18277138.000000 Penalty: 2897.031494
	Iteration 0F: 2 clusters Score -1.827714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -18203878.000000 Penalty: 5794.062988
	Iteration 0F: 3 clusters Score -1.820388e+07 nChanged 56113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -18236130.000000 Penalty: 5794.062988
	Iteration 1F: 3 clusters Score -1.823613e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -18237028.000000 Penalty: 5794.062988
	Iteration 2Q: 3 clusters Score -1.823703e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -18238410.000000 Penalty: 5794.062988
	Iteration 3Q: 3 clusters Score -1.823841e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -18240104.000000 Penalty: 5794.062988
	Iteration 4Q: 3 clusters Score -1.82401e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -18242756.000000 Penalty: 5794.062988
	Iteration 5Q: 3 clusters Score -1.824276e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -18246862.000000 Penalty: 5794.062988
	Iteration 6F: 3 clusters Score -1.824686e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -18252464.000000 Penalty: 5794.062988
	Iteration 7F: 3 clusters Score -1.825246e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -18259288.000000 Penalty: 5794.062988
	Iteration 8F: 3 clusters Score -1.825929e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -18265864.000000 Penalty: 5794.062988
	Iteration 9F: 3 clusters Score -1.826586e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -18270686.000000 Penalty: 5794.062988
	Iteration 10Q: 3 clusters Score -1.827069e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -18273384.000000 Penalty: 5794.062988
	Iteration 11Q: 3 clusters Score -1.827338e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -18274658.000000 Penalty: 5794.062988
	Iteration 12Q: 3 clusters Score -1.827466e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -18275178.000000 Penalty: 5794.062988
	Iteration 13Q: 3 clusters Score -1.827518e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -18275334.000000 Penalty: 5794.062988
	Iteration 14Q: 3 clusters Score -1.827533e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -18275286.000000 Penalty: 5794.062988
	Iteration 15Q: 3 clusters Score -1.827529e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -18275216.000000 Penalty: 5794.062988
	Iteration 16Q: 3 clusters Score -1.827522e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -18275176.000000 Penalty: 5794.062988
	Iteration 17Q: 3 clusters Score -1.827518e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
Score: -18275122.000000 Penalty: 5794.062988
	Iteration 18Q: 3 clusters Score -1.827512e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -18275046.000000 Penalty: 5794.062988
	Iteration 19Q: 3 clusters Score -1.827505e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -18275054.000000 Penalty: 5794.062988
	Iteration 20F: 3 clusters Score -1.827505e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -18275026.000000 Penalty: 5794.062988
	Iteration 21Q: 3 clusters Score -1.827503e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -18275014.000000 Penalty: 5794.062988
	Iteration 22Q: 3 clusters Score -1.827501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -18275024.000000 Penalty: 5794.062988
	Iteration 23Q: 3 clusters Score -1.827502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -18275012.000000 Penalty: 5794.062988
	Iteration 24Q: 3 clusters Score -1.827501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -18275034.000000 Penalty: 5794.062988
	Iteration 25Q: 3 clusters Score -1.827503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -18275044.000000 Penalty: 5794.062988
	Iteration 26Q: 3 clusters Score -1.827504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -18275042.000000 Penalty: 5794.062988
	Iteration 27Q: 3 clusters Score -1.827504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -18275036.000000 Penalty: 5794.062988
	Iteration 28Q: 3 clusters Score -1.827504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 117947 members 
Entering Unmasked Estep 
Score: -18275050.000000 Penalty: 5794.062988
	Iteration 29Q: 3 clusters Score -1.827505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -18275044.000000 Penalty: 5794.062988
	Iteration 30Q: 3 clusters Score -1.827504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -18275028.000000 Penalty: 5794.062988
	Iteration 31Q: 3 clusters Score -1.827503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -18275016.000000 Penalty: 5794.062988
	Iteration 32Q: 3 clusters Score -1.827502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 117962 members 
Entering Unmasked Estep 
Score: -18275020.000000 Penalty: 5794.062988
	Iteration 33Q: 3 clusters Score -1.827502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -18275022.000000 Penalty: 5794.062988
	Iteration 34Q: 3 clusters Score -1.827502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -18275022.000000 Penalty: 5794.062988
	Iteration 35F: 3 clusters Score -1.827502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Entering Unmasked Estep 
Score: -8634138.000000 Penalty: 2717.538574
	Iteration 0F: 2 clusters Score -8634138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -8595494.000000 Penalty: 5435.077148
	Iteration 0F: 3 clusters Score -8595494 nChanged 26680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -8610290.000000 Penalty: 5435.077148
	Iteration 1F: 3 clusters Score -8610290 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -8610896.000000 Penalty: 5435.077148
	Iteration 2Q: 3 clusters Score -8610896 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8611450.000000 Penalty: 5435.077148
	Iteration 3Q: 3 clusters Score -8611450 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -8612098.000000 Penalty: 5435.077148
	Iteration 4Q: 3 clusters Score -8612098 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -8612984.000000 Penalty: 5435.077148
	Iteration 5Q: 3 clusters Score -8612984 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -8614172.000000 Penalty: 5435.077148
	Iteration 6Q: 3 clusters Score -8614172 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8615644.000000 Penalty: 5435.077148
	Iteration 7F: 3 clusters Score -8615644 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8617593.000000 Penalty: 5435.077148
	Iteration 8F: 3 clusters Score -8617593 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -8619851.000000 Penalty: 5435.077148
	Iteration 9F: 3 clusters Score -8619851 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8622175.000000 Penalty: 5435.077148
	Iteration 10F: 3 clusters Score -8622175 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -8624300.000000 Penalty: 5435.077148
	Iteration 11F: 3 clusters Score -8624300 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -8626242.000000 Penalty: 5435.077148
	Iteration 12Q: 3 clusters Score -8626242 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -8627748.000000 Penalty: 5435.077148
	Iteration 13Q: 3 clusters Score -8627748 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -8628920.000000 Penalty: 5435.077148
	Iteration 14Q: 3 clusters Score -8628920 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -8629834.000000 Penalty: 5435.077148
	Iteration 15Q: 3 clusters Score -8629834 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -8630510.000000 Penalty: 5435.077148
	Iteration 16Q: 3 clusters Score -8630510 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -8630901.000000 Penalty: 5435.077148
	Iteration 17Q: 3 clusters Score -8630901 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -8631162.000000 Penalty: 5435.077148
	Iteration 18Q: 3 clusters Score -8631162 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5435.077148
	Iteration 19Q: 3 clusters Score -8631340 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -8631480.000000 Penalty: 5435.077148
	Iteration 20F: 3 clusters Score -8631480 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -8631570.000000 Penalty: 5435.077148
	Iteration 21Q: 3 clusters Score -8631570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -8631665.000000 Penalty: 5435.077148
	Iteration 22Q: 3 clusters Score -8631665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -8631705.000000 Penalty: 5435.077148
	Iteration 23Q: 3 clusters Score -8631705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -8631737.000000 Penalty: 5435.077148
	Iteration 24Q: 3 clusters Score -8631737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -8631766.000000 Penalty: 5435.077148
	Iteration 25Q: 3 clusters Score -8631766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -8631780.000000 Penalty: 5435.077148
	Iteration 26Q: 3 clusters Score -8631780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -8631793.000000 Penalty: 5435.077148
	Iteration 27Q: 3 clusters Score -8631793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -8631792.000000 Penalty: 5435.077148
	Iteration 28Q: 3 clusters Score -8631792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -8631803.000000 Penalty: 5435.077148
	Iteration 29Q: 3 clusters Score -8631803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -8631813.000000 Penalty: 5435.077148
	Iteration 30Q: 3 clusters Score -8631813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -8631806.000000 Penalty: 5435.077148
	Iteration 31Q: 3 clusters Score -8631806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -8631819.000000 Penalty: 5435.077148
	Iteration 32Q: 3 clusters Score -8631819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -8631822.000000 Penalty: 5435.077148
	Iteration 33Q: 3 clusters Score -8631822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -8631833.000000 Penalty: 5435.077148
	Iteration 34Q: 3 clusters Score -8631833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -8631834.000000 Penalty: 5435.077148
	Iteration 35Q: 3 clusters Score -8631834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -8631838.000000 Penalty: 5435.077148
	Iteration 36Q: 3 clusters Score -8631838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -8631835.000000 Penalty: 5435.077148
	Iteration 37Q: 3 clusters Score -8631835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -8631837.000000 Penalty: 5435.077148
	Iteration 38Q: 3 clusters Score -8631837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -8631838.000000 Penalty: 5435.077148
	Iteration 39Q: 3 clusters Score -8631838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -8631842.000000 Penalty: 5435.077148
	Iteration 40F: 3 clusters Score -8631842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -238937.500000 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -238937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -236566.515625 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -236566.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -237552.375000 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -237552.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -238571.640625 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -238571.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239705.218750 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -239705.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -241243.671875 Penalty: 3709.172363
	Iteration 4F: 3 clusters Score -241243.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -241754.343750 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -241754.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -241865.000000 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -241865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -241913.937500 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -241913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241916.515625 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -241916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241916.515625 Penalty: 3709.172363
	Iteration 9F: 3 clusters Score -241916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 98467 members 
Mstep: Class 24 contains 824 members 
Entering Unmasked Estep 
Score: -137692544.000000 Penalty: 81708.054688
Splitting cluster 21 changes total score from -137690880.000000 to -137692544.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 104253 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39005 members 
Mstep: Class 12 contains 112417 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 10835 members 
Mstep: Class 18 contains 56929 members 
Mstep: Class 19 contains 118371 members 
Mstep: Class 20 contains 57401 members 
Mstep: Class 21 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137694752.000000 Penalty: 81708.054688
Iteration 79Q: 25 clusters Score -1.376948e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 99054 members 
Mstep: Class 5 contains 104094 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 28945 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 5810 members 
Mstep: Class 11 contains 39314 members 
Mstep: Class 12 contains 112626 members 
Mstep: Class 13 contains 32550 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 103661 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 56627 members 
Mstep: Class 19 contains 118711 members 
Mstep: Class 20 contains 57510 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 4503 members 
Mstep: Class 23 contains 96167 members 
Mstep: Class 24 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137726704.000000 Penalty: 81708.054688
Iteration 80F: 25 clusters Score -1.377267e+08 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 98581 members 
Mstep: Class 5 contains 103894 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 29040 members 
Mstep: Class 9 contains 1146 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 39411 members 
Mstep: Class 12 contains 112365 members 
Mstep: Class 13 contains 32500 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 103400 members 
Mstep: Class 16 contains 362 members 
Mstep: Class 17 contains 11217 members 
Mstep: Class 18 contains 56268 members 
Mstep: Class 19 contains 117845 members 
Mstep: Class 20 contains 57557 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 97094 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137745376.000000 Penalty: 81708.054688
Iteration 81Q: 25 clusters Score -1.377454e+08 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 98135 members 
Mstep: Class 5 contains 103692 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 8 contains 29116 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 39546 members 
Mstep: Class 12 contains 112156 members 
Mstep: Class 13 contains 32430 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 103021 members 
Mstep: Class 16 contains 359 members 
Mstep: Class 17 contains 11426 members 
Mstep: Class 18 contains 55860 members 
Mstep: Class 19 contains 117311 members 
Mstep: Class 20 contains 57566 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 97876 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137747184.000000 Penalty: 81708.054688
Iteration 82Q: 25 clusters Score -1.377472e+08 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 97646 members 
Mstep: Class 5 contains 103445 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 29177 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 111979 members 
Mstep: Class 13 contains 32386 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 102745 members 
Mstep: Class 16 contains 353 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 55476 members 
Mstep: Class 19 contains 116927 members 
Mstep: Class 20 contains 57564 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 98503 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137748224.000000 Penalty: 81708.054688
Iteration 83Q: 25 clusters Score -1.377482e+08 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15077 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 97178 members 
Mstep: Class 5 contains 103242 members 
Mstep: Class 6 contains 7223 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 29240 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 111794 members 
Mstep: Class 13 contains 32364 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 102483 members 
Mstep: Class 16 contains 345 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 55042 members 
Mstep: Class 19 contains 116601 members 
Mstep: Class 20 contains 57549 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 99024 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137749280.000000 Penalty: 81708.054688
Iteration 84Q: 25 clusters Score -1.377493e+08 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 96728 members 
Mstep: Class 5 contains 103001 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 29275 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 39995 members 
Mstep: Class 12 contains 111566 members 
Mstep: Class 13 contains 32374 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 102299 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 12149 members 
Mstep: Class 18 contains 54566 members 
Mstep: Class 19 contains 116332 members 
Mstep: Class 20 contains 57569 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 99538 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137749888.000000 Penalty: 81708.054688
Iteration 85Q: 25 clusters Score -1.377499e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 16228 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 96307 members 
Mstep: Class 5 contains 102763 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 29336 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 40114 members 
Mstep: Class 12 contains 111419 members 
Mstep: Class 13 contains 32371 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 15 contains 102273 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 54106 members 
Mstep: Class 19 contains 116039 members 
Mstep: Class 20 contains 57541 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 99860 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137751232.000000 Penalty: 81708.054688
Iteration 86Q: 25 clusters Score -1.377512e+08 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 16740 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 95915 members 
Mstep: Class 5 contains 102583 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 29406 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 40217 members 
Mstep: Class 12 contains 111304 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 102331 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 18 contains 53672 members 
Mstep: Class 19 contains 115723 members 
Mstep: Class 20 contains 57487 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 100082 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752208.000000 Penalty: 81708.054688
Iteration 87Q: 25 clusters Score -1.377522e+08 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17196 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 95530 members 
Mstep: Class 5 contains 102407 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 29478 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 40334 members 
Mstep: Class 12 contains 111235 members 
Mstep: Class 13 contains 32353 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 102348 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 12981 members 
Mstep: Class 18 contains 53267 members 
Mstep: Class 19 contains 115573 members 
Mstep: Class 20 contains 57420 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 100197 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752816.000000 Penalty: 81708.054688
Iteration 88Q: 25 clusters Score -1.377528e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 17614 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 95133 members 
Mstep: Class 5 contains 102234 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 29525 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 40439 members 
Mstep: Class 12 contains 111158 members 
Mstep: Class 13 contains 32327 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 102384 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 52943 members 
Mstep: Class 19 contains 115505 members 
Mstep: Class 20 contains 57362 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 100250 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752496.000000 Penalty: 81708.054688
Iteration 89Q: 25 clusters Score -1.377525e+08 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 94770 members 
Mstep: Class 5 contains 102055 members 
Mstep: Class 6 contains 9058 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 40510 members 
Mstep: Class 12 contains 111131 members 
Mstep: Class 13 contains 32291 members 
Mstep: Class 14 contains 4321 members 
Mstep: Class 15 contains 102372 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 13554 members 
Mstep: Class 18 contains 52659 members 
Mstep: Class 19 contains 115435 members 
Mstep: Class 20 contains 57319 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4973 members 
Mstep: Class 23 contains 100323 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753312.000000 Penalty: 81708.054688
Iteration 90Q: 25 clusters Score -1.377533e+08 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 18365 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 94389 members 
Mstep: Class 5 contains 101846 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 29648 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 40568 members 
Mstep: Class 12 contains 111110 members 
Mstep: Class 13 contains 32235 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 102393 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 52345 members 
Mstep: Class 19 contains 115402 members 
Mstep: Class 20 contains 57261 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 4991 members 
Mstep: Class 23 contains 100419 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753744.000000 Penalty: 81708.054688
Iteration 91Q: 25 clusters Score -1.377537e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 18736 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 94015 members 
Mstep: Class 5 contains 101578 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 29699 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 5914 members 
Mstep: Class 11 contains 40635 members 
Mstep: Class 12 contains 111049 members 
Mstep: Class 13 contains 32200 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 102460 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 14238 members 
Mstep: Class 18 contains 52038 members 
Mstep: Class 19 contains 115438 members 
Mstep: Class 20 contains 57207 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5007 members 
Mstep: Class 23 contains 100466 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754432.000000 Penalty: 81708.054688
Iteration 92Q: 25 clusters Score -1.377544e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 19051 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 93658 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 29765 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 40712 members 
Mstep: Class 12 contains 111011 members 
Mstep: Class 13 contains 32168 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 102497 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 14590 members 
Mstep: Class 18 contains 51716 members 
Mstep: Class 19 contains 115428 members 
Mstep: Class 20 contains 57153 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 100526 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754864.000000 Penalty: 81708.054688
Iteration 93Q: 25 clusters Score -1.377549e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 19346 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 93268 members 
Mstep: Class 5 contains 101196 members 
Mstep: Class 6 contains 9658 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 29832 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 5943 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 110963 members 
Mstep: Class 13 contains 32136 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 102548 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 51403 members 
Mstep: Class 19 contains 115390 members 
Mstep: Class 20 contains 57102 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5027 members 
Mstep: Class 23 contains 100637 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754912.000000 Penalty: 81708.054688
Iteration 94Q: 25 clusters Score -1.377549e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 92881 members 
Mstep: Class 5 contains 101045 members 
Mstep: Class 6 contains 9771 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 29908 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 40817 members 
Mstep: Class 12 contains 110902 members 
Mstep: Class 13 contains 32088 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 102610 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 15384 members 
Mstep: Class 18 contains 51123 members 
Mstep: Class 19 contains 115304 members 
Mstep: Class 20 contains 57019 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 5045 members 
Mstep: Class 23 contains 100757 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755408.000000 Penalty: 81708.054688
Iteration 95Q: 25 clusters Score -1.377554e+08 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 19881 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 92472 members 
Mstep: Class 5 contains 100888 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 30000 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 40877 members 
Mstep: Class 12 contains 110871 members 
Mstep: Class 13 contains 32057 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 102704 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 50842 members 
Mstep: Class 19 contains 115131 members 
Mstep: Class 20 contains 56957 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 100903 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755632.000000 Penalty: 81708.054688
Iteration 96Q: 25 clusters Score -1.377556e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 20112 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 91997 members 
Mstep: Class 5 contains 100702 members 
Mstep: Class 6 contains 10001 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 30074 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 6022 members 
Mstep: Class 11 contains 40925 members 
Mstep: Class 12 contains 110913 members 
Mstep: Class 13 contains 32033 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 102779 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 16216 members 
Mstep: Class 18 contains 50607 members 
Mstep: Class 19 contains 115011 members 
Mstep: Class 20 contains 56886 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5069 members 
Mstep: Class 23 contains 101018 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755536.000000 Penalty: 81708.054688
Iteration 97Q: 25 clusters Score -1.377555e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 20322 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 91501 members 
Mstep: Class 5 contains 100554 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 30158 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 40981 members 
Mstep: Class 12 contains 111018 members 
Mstep: Class 13 contains 31991 members 
Mstep: Class 14 contains 4390 members 
Mstep: Class 15 contains 102763 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 16658 members 
Mstep: Class 18 contains 50385 members 
Mstep: Class 19 contains 114917 members 
Mstep: Class 20 contains 56803 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 101113 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755296.000000 Penalty: 81708.054688
Iteration 98Q: 25 clusters Score -1.377553e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 20529 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 90976 members 
Mstep: Class 5 contains 100413 members 
Mstep: Class 6 contains 10245 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 30222 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 41054 members 
Mstep: Class 12 contains 111075 members 
Mstep: Class 13 contains 31979 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 102740 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 17119 members 
Mstep: Class 18 contains 50189 members 
Mstep: Class 19 contains 114861 members 
Mstep: Class 20 contains 56705 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 101202 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755872.000000 Penalty: 81708.054688
Iteration 99Q: 25 clusters Score -1.377559e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 20733 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 90493 members 
Mstep: Class 5 contains 100276 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 30300 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 41111 members 
Mstep: Class 12 contains 111129 members 
Mstep: Class 13 contains 31951 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 102687 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 17560 members 
Mstep: Class 18 contains 49987 members 
Mstep: Class 19 contains 114788 members 
Mstep: Class 20 contains 56604 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 101341 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762256.000000 Penalty: 81708.054688
Iteration 100F: 25 clusters Score -1.377623e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 20976 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 89983 members 
Mstep: Class 5 contains 100163 members 
Mstep: Class 6 contains 10447 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 30345 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 41142 members 
Mstep: Class 12 contains 111247 members 
Mstep: Class 13 contains 31926 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 102655 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 18047 members 
Mstep: Class 18 contains 49740 members 
Mstep: Class 19 contains 114746 members 
Mstep: Class 20 contains 56476 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5124 members 
Mstep: Class 23 contains 101437 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762544.000000 Penalty: 81708.054688
Iteration 101Q: 25 clusters Score -1.377625e+08 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 21198 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 89471 members 
Mstep: Class 5 contains 100096 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 30370 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 41154 members 
Mstep: Class 12 contains 111350 members 
Mstep: Class 13 contains 31887 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 102578 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 18598 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 114695 members 
Mstep: Class 20 contains 56354 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 101539 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 25 clusters Score -1.377626e+08 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 21407 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 88947 members 
Mstep: Class 5 contains 100103 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 30448 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 41169 members 
Mstep: Class 12 contains 111357 members 
Mstep: Class 13 contains 31851 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 102515 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 19150 members 
Mstep: Class 18 contains 49337 members 
Mstep: Class 19 contains 114644 members 
Mstep: Class 20 contains 56231 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 101579 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
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Score: -137763488.000000 Penalty: 81708.054688
Iteration 103Q: 25 clusters Score -1.377635e+08 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 21600 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 88371 members 
Mstep: Class 5 contains 100113 members 
Mstep: Class 6 contains 10719 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 30518 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 41193 members 
Mstep: Class 12 contains 111351 members 
Mstep: Class 13 contains 31795 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 102479 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 19707 members 
Mstep: Class 18 contains 49168 members 
Mstep: Class 19 contains 114609 members 
Mstep: Class 20 contains 56108 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 101636 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
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Score: -137764320.000000 Penalty: 81708.054688
Iteration 104Q: 25 clusters Score -1.377643e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 21833 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 87752 members 
Mstep: Class 5 contains 100159 members 
Mstep: Class 6 contains 10799 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 30587 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 41230 members 
Mstep: Class 12 contains 111388 members 
Mstep: Class 13 contains 31726 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 102463 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 48964 members 
Mstep: Class 19 contains 114512 members 
Mstep: Class 20 contains 55969 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 101678 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
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Iteration 105Q: 25 clusters Score -1.377644e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 87084 members 
Mstep: Class 5 contains 100217 members 
Mstep: Class 6 contains 10869 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 30663 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 6481 members 
Mstep: Class 11 contains 41309 members 
Mstep: Class 12 contains 111363 members 
Mstep: Class 13 contains 31637 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 102489 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 20946 members 
Mstep: Class 18 contains 48758 members 
Mstep: Class 19 contains 114388 members 
Mstep: Class 20 contains 55839 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 101712 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137764448.000000 Penalty: 81708.054688
Iteration 106Q: 25 clusters Score -1.377644e+08 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 86341 members 
Mstep: Class 5 contains 100254 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 30749 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 41383 members 
Mstep: Class 12 contains 111328 members 
Mstep: Class 13 contains 31556 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 102482 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 21663 members 
Mstep: Class 18 contains 48559 members 
Mstep: Class 19 contains 114251 members 
Mstep: Class 20 contains 55737 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 101793 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137764848.000000 Penalty: 81708.054688
Iteration 107Q: 25 clusters Score -1.377648e+08 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 22518 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 85595 members 
Mstep: Class 5 contains 100270 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 30828 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 41454 members 
Mstep: Class 12 contains 111305 members 
Mstep: Class 13 contains 31462 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 102475 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 22446 members 
Mstep: Class 18 contains 48327 members 
Mstep: Class 19 contains 114163 members 
Mstep: Class 20 contains 55623 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 101842 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765040.000000 Penalty: 81708.054688
Iteration 108Q: 25 clusters Score -1.37765e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 22735 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 84836 members 
Mstep: Class 5 contains 100264 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 30932 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 41530 members 
Mstep: Class 12 contains 111283 members 
Mstep: Class 13 contains 31358 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 102472 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 23227 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 19 contains 114056 members 
Mstep: Class 20 contains 55501 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 101919 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765184.000000 Penalty: 81708.054688
Iteration 109Q: 25 clusters Score -1.377652e+08 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 83976 members 
Mstep: Class 5 contains 100275 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 31014 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 41567 members 
Mstep: Class 12 contains 111174 members 
Mstep: Class 13 contains 31249 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 102450 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 24094 members 
Mstep: Class 18 contains 47833 members 
Mstep: Class 19 contains 114101 members 
Mstep: Class 20 contains 55381 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5215 members 
Mstep: Class 23 contains 102009 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765808.000000 Penalty: 81708.054688
Iteration 110Q: 25 clusters Score -1.377658e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 23242 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 83051 members 
Mstep: Class 5 contains 100345 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 31113 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 41631 members 
Mstep: Class 12 contains 111068 members 
Mstep: Class 13 contains 31143 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 102395 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 25025 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 114104 members 
Mstep: Class 20 contains 55263 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 102078 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766304.000000 Penalty: 81708.054688
Iteration 111Q: 25 clusters Score -1.377663e+08 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 23462 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 82073 members 
Mstep: Class 5 contains 100442 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 41684 members 
Mstep: Class 12 contains 110942 members 
Mstep: Class 13 contains 31062 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 102394 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 26024 members 
Mstep: Class 18 contains 47248 members 
Mstep: Class 19 contains 114104 members 
Mstep: Class 20 contains 55122 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 102135 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767184.000000 Penalty: 81708.054688
Iteration 112Q: 25 clusters Score -1.377672e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 23739 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 81078 members 
Mstep: Class 5 contains 100510 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 31270 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 110929 members 
Mstep: Class 13 contains 31011 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 102366 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 27050 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 114021 members 
Mstep: Class 20 contains 54979 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 102162 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766720.000000 Penalty: 81708.054688
Iteration 113Q: 25 clusters Score -1.377667e+08 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 80034 members 
Mstep: Class 5 contains 100668 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 31403 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 41810 members 
Mstep: Class 12 contains 110867 members 
Mstep: Class 13 contains 30952 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 102272 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 28155 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 113940 members 
Mstep: Class 20 contains 54834 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5293 members 
Mstep: Class 23 contains 102197 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767536.000000 Penalty: 81708.054688
Iteration 114Q: 25 clusters Score -1.377675e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 24182 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 78963 members 
Mstep: Class 5 contains 100831 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 31493 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 110829 members 
Mstep: Class 13 contains 30860 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 102109 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 29317 members 
Mstep: Class 18 contains 46326 members 
Mstep: Class 19 contains 113865 members 
Mstep: Class 20 contains 54721 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5311 members 
Mstep: Class 23 contains 102255 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768288.000000 Penalty: 81708.054688
Iteration 115Q: 25 clusters Score -1.377683e+08 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 24385 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 77963 members 
Mstep: Class 5 contains 100895 members 
Mstep: Class 6 contains 11458 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 31586 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 110813 members 
Mstep: Class 13 contains 30791 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 101996 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 30479 members 
Mstep: Class 18 contains 46051 members 
Mstep: Class 19 contains 113756 members 
Mstep: Class 20 contains 54573 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5324 members 
Mstep: Class 23 contains 102318 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768464.000000 Penalty: 81708.054688
Iteration 116Q: 25 clusters Score -1.377685e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 24595 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 77047 members 
Mstep: Class 5 contains 101020 members 
Mstep: Class 6 contains 11495 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 31657 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 7384 members 
Mstep: Class 11 contains 42032 members 
Mstep: Class 12 contains 110711 members 
Mstep: Class 13 contains 30717 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 101888 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 31624 members 
Mstep: Class 18 contains 45773 members 
Mstep: Class 19 contains 113644 members 
Mstep: Class 20 contains 54429 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5335 members 
Mstep: Class 23 contains 102370 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768992.000000 Penalty: 81708.054688
Iteration 117Q: 25 clusters Score -1.37769e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 24817 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 76188 members 
Mstep: Class 5 contains 101184 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 31714 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 42103 members 
Mstep: Class 12 contains 110536 members 
Mstep: Class 13 contains 30666 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 101764 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 32716 members 
Mstep: Class 18 contains 45514 members 
Mstep: Class 19 contains 113534 members 
Mstep: Class 20 contains 54296 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 102431 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137769136.000000 Penalty: 81708.054688
Iteration 118Q: 25 clusters Score -1.377691e+08 nChanged 6580
Entering ConstructFrom: 
Score: -137769136.000000 Penalty: 81708.054688
Entering ConstructFrom: 
Trying to split cluster 1 (12682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Entering Unmasked Estep 
Score: -1729489.625000 Penalty: 2343.088867
	Iteration 0F: 2 clusters Score -1729490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1720169.125000 Penalty: 4686.177734
	Iteration 0F: 3 clusters Score -1720169 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1723335.125000 Penalty: 4686.177734
	Iteration 1F: 3 clusters Score -1723335 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1724412.750000 Penalty: 4686.177734
	Iteration 2F: 3 clusters Score -1724413 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1725745.250000 Penalty: 4686.177734
	Iteration 3F: 3 clusters Score -1725745 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1726807.375000 Penalty: 4686.177734
	Iteration 4F: 3 clusters Score -1726807 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1727523.500000 Penalty: 4686.177734
	Iteration 5F: 3 clusters Score -1727524 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1727949.625000 Penalty: 4686.177734
	Iteration 6F: 3 clusters Score -1727950 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1728250.375000 Penalty: 4686.177734
	Iteration 7Q: 3 clusters Score -1728250 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1728486.250000 Penalty: 4686.177734
	Iteration 8Q: 3 clusters Score -1728486 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1728686.875000 Penalty: 4686.177734
	Iteration 9Q: 3 clusters Score -1728687 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1728842.375000 Penalty: 4686.177734
	Iteration 10Q: 3 clusters Score -1728842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1728966.625000 Penalty: 4686.177734
	Iteration 11Q: 3 clusters Score -1728967 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1729056.125000 Penalty: 4686.177734
	Iteration 12Q: 3 clusters Score -1729056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1729137.125000 Penalty: 4686.177734
	Iteration 13Q: 3 clusters Score -1729137 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1729192.500000 Penalty: 4686.177734
	Iteration 14Q: 3 clusters Score -1729192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1729235.625000 Penalty: 4686.177734
	Iteration 15Q: 3 clusters Score -1729236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1729271.000000 Penalty: 4686.177734
	Iteration 16Q: 3 clusters Score -1729271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1729303.750000 Penalty: 4686.177734
	Iteration 17Q: 3 clusters Score -1729304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1729334.375000 Penalty: 4686.177734
	Iteration 18Q: 3 clusters Score -1729334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1729363.625000 Penalty: 4686.177734
	Iteration 19Q: 3 clusters Score -1729364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1729382.625000 Penalty: 4686.177734
	Iteration 20F: 3 clusters Score -1729383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1729394.625000 Penalty: 4686.177734
	Iteration 21Q: 3 clusters Score -1729395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1729406.375000 Penalty: 4686.177734
	Iteration 22Q: 3 clusters Score -1729406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1729411.125000 Penalty: 4686.177734
	Iteration 23Q: 3 clusters Score -1729411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1729413.125000 Penalty: 4686.177734
	Iteration 24Q: 3 clusters Score -1729413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1729426.250000 Penalty: 4686.177734
	Iteration 25Q: 3 clusters Score -1729426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1729437.125000 Penalty: 4686.177734
	Iteration 26Q: 3 clusters Score -1729437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1729442.500000 Penalty: 4686.177734
	Iteration 27Q: 3 clusters Score -1729442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1729442.000000 Penalty: 4686.177734
	Iteration 28Q: 3 clusters Score -1729442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1729442.250000 Penalty: 4686.177734
	Iteration 29Q: 3 clusters Score -1729442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1729441.750000 Penalty: 4686.177734
	Iteration 30Q: 3 clusters Score -1729442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1729443.625000 Penalty: 4686.177734
	Iteration 31Q: 3 clusters Score -1729444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1729447.125000 Penalty: 4686.177734
	Iteration 32Q: 3 clusters Score -1729447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1729448.000000 Penalty: 4686.177734
	Iteration 33Q: 3 clusters Score -1729448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1729450.875000 Penalty: 4686.177734
	Iteration 34Q: 3 clusters Score -1729451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1729450.125000 Penalty: 4686.177734
	Iteration 35Q: 3 clusters Score -1729450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1729448.125000 Penalty: 4686.177734
	Iteration 36Q: 3 clusters Score -1729448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1729451.125000 Penalty: 4686.177734
	Iteration 37Q: 3 clusters Score -1729451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1729453.500000 Penalty: 4686.177734
	Iteration 38Q: 3 clusters Score -1729454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1729454.750000 Penalty: 4686.177734
	Iteration 39Q: 3 clusters Score -1729455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1729454.000000 Penalty: 4686.177734
	Iteration 40F: 3 clusters Score -1729454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1729455.875000 Penalty: 4686.177734
	Iteration 41Q: 3 clusters Score -1729456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1729457.250000 Penalty: 4686.177734
	Iteration 42Q: 3 clusters Score -1729457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1729456.875000 Penalty: 4686.177734
	Iteration 43Q: 3 clusters Score -1729457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1729457.250000 Penalty: 4686.177734
	Iteration 44Q: 3 clusters Score -1729457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1729457.250000 Penalty: 4686.177734
	Iteration 45F: 3 clusters Score -1729457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Entering Unmasked Estep 
Score: -3627484.500000 Penalty: 2511.572998
	Iteration 0F: 2 clusters Score -3627484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3610257.750000 Penalty: 5023.145996
	Iteration 0F: 3 clusters Score -3610258 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3616425.750000 Penalty: 5023.145996
	Iteration 1F: 3 clusters Score -3616426 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3616967.250000 Penalty: 5023.145996
	Iteration 2F: 3 clusters Score -3616967 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3617478.250000 Penalty: 5023.145996
	Iteration 3F: 3 clusters Score -3617478 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3617937.000000 Penalty: 5023.145996
	Iteration 4Q: 3 clusters Score -3617937 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3618455.250000 Penalty: 5023.145996
	Iteration 5Q: 3 clusters Score -3618455 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3619071.250000 Penalty: 5023.145996
	Iteration 6Q: 3 clusters Score -3619071 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3619765.750000 Penalty: 5023.145996
	Iteration 7Q: 3 clusters Score -3619766 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3620643.250000 Penalty: 5023.145996
	Iteration 8Q: 3 clusters Score -3620643 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3621623.750000 Penalty: 5023.145996
	Iteration 9F: 3 clusters Score -3621624 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3622636.000000 Penalty: 5023.145996
	Iteration 10Q: 3 clusters Score -3622636 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3623507.250000 Penalty: 5023.145996
	Iteration 11Q: 3 clusters Score -3623507 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3624163.000000 Penalty: 5023.145996
	Iteration 12Q: 3 clusters Score -3624163 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3624659.750000 Penalty: 5023.145996
	Iteration 13Q: 3 clusters Score -3624660 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3624955.250000 Penalty: 5023.145996
	Iteration 14Q: 3 clusters Score -3624955 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3625145.250000 Penalty: 5023.145996
	Iteration 15Q: 3 clusters Score -3625145 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3625291.000000 Penalty: 5023.145996
	Iteration 16Q: 3 clusters Score -3625291 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3625395.500000 Penalty: 5023.145996
	Iteration 17Q: 3 clusters Score -3625396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3625473.500000 Penalty: 5023.145996
	Iteration 18Q: 3 clusters Score -3625474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3625539.250000 Penalty: 5023.145996
	Iteration 19Q: 3 clusters Score -3625539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3625586.750000 Penalty: 5023.145996
	Iteration 20F: 3 clusters Score -3625587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3625641.750000 Penalty: 5023.145996
	Iteration 21Q: 3 clusters Score -3625642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3625670.000000 Penalty: 5023.145996
	Iteration 22Q: 3 clusters Score -3625670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3625699.250000 Penalty: 5023.145996
	Iteration 23Q: 3 clusters Score -3625699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3625715.250000 Penalty: 5023.145996
	Iteration 24Q: 3 clusters Score -3625715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3625728.250000 Penalty: 5023.145996
	Iteration 25Q: 3 clusters Score -3625728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3625743.000000 Penalty: 5023.145996
	Iteration 26Q: 3 clusters Score -3625743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3625761.000000 Penalty: 5023.145996
	Iteration 27Q: 3 clusters Score -3625761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3625767.500000 Penalty: 5023.145996
	Iteration 28Q: 3 clusters Score -3625768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3625773.250000 Penalty: 5023.145996
	Iteration 29Q: 3 clusters Score -3625773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3625778.000000 Penalty: 5023.145996
	Iteration 30Q: 3 clusters Score -3625778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3625779.500000 Penalty: 5023.145996
	Iteration 31Q: 3 clusters Score -3625780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3625780.750000 Penalty: 5023.145996
	Iteration 32Q: 3 clusters Score -3625781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3625791.500000 Penalty: 5023.145996
	Iteration 33Q: 3 clusters Score -3625792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3625795.000000 Penalty: 5023.145996
	Iteration 34Q: 3 clusters Score -3625795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3625797.000000 Penalty: 5023.145996
	Iteration 35Q: 3 clusters Score -3625797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3625801.000000 Penalty: 5023.145996
	Iteration 36Q: 3 clusters Score -3625801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3625798.500000 Penalty: 5023.145996
	Iteration 37Q: 3 clusters Score -3625798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3625801.000000 Penalty: 5023.145996
	Iteration 38Q: 3 clusters Score -3625801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3625798.250000 Penalty: 5023.145996
	Iteration 39Q: 3 clusters Score -3625798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3625802.000000 Penalty: 5023.145996
	Iteration 40F: 3 clusters Score -3625802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3625811.750000 Penalty: 5023.145996
	Iteration 41Q: 3 clusters Score -3625812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3625815.000000 Penalty: 5023.145996
	Iteration 42Q: 3 clusters Score -3625815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3625823.250000 Penalty: 5023.145996
	Iteration 43Q: 3 clusters Score -3625823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3625822.750000 Penalty: 5023.145996
	Iteration 44Q: 3 clusters Score -3625823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3625820.250000 Penalty: 5023.145996
	Iteration 45Q: 3 clusters Score -3625820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3625829.250000 Penalty: 5023.145996
	Iteration 46Q: 3 clusters Score -3625829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3625828.750000 Penalty: 5023.145996
	Iteration 47Q: 3 clusters Score -3625829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3625830.750000 Penalty: 5023.145996
	Iteration 48Q: 3 clusters Score -3625831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3625830.750000 Penalty: 5023.145996
	Iteration 49Q: 3 clusters Score -3625831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3625832.250000 Penalty: 5023.145996
	Iteration 50Q: 3 clusters Score -3625832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3625832.750000 Penalty: 5023.145996
	Iteration 51Q: 3 clusters Score -3625833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3625830.250000 Penalty: 5023.145996
	Iteration 52Q: 3 clusters Score -3625830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3625831.750000 Penalty: 5023.145996
	Iteration 53Q: 3 clusters Score -3625832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3625829.250000 Penalty: 5023.145996
	Iteration 54Q: 3 clusters Score -3625829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3625840.250000 Penalty: 5023.145996
	Iteration 55Q: 3 clusters Score -3625840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3625838.750000 Penalty: 5023.145996
	Iteration 56Q: 3 clusters Score -3625839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3625847.750000 Penalty: 5023.145996
	Iteration 57Q: 3 clusters Score -3625848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3625849.750000 Penalty: 5023.145996
	Iteration 58Q: 3 clusters Score -3625850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3625851.750000 Penalty: 5023.145996
	Iteration 59Q: 3 clusters Score -3625852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3625850.000000 Penalty: 5023.145996
	Iteration 60F: 3 clusters Score -3625850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3625846.500000 Penalty: 5023.145996
	Iteration 61Q: 3 clusters Score -3625846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3625847.000000 Penalty: 5023.145996
	Iteration 62Q: 3 clusters Score -3625847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3625848.750000 Penalty: 5023.145996
	Iteration 63Q: 3 clusters Score -3625849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3625848.500000 Penalty: 5023.145996
	Iteration 64Q: 3 clusters Score -3625848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3625850.250000 Penalty: 5023.145996
	Iteration 65Q: 3 clusters Score -3625850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3625848.250000 Penalty: 5023.145996
	Iteration 66Q: 3 clusters Score -3625848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3625854.250000 Penalty: 5023.145996
	Iteration 67Q: 3 clusters Score -3625854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3625852.250000 Penalty: 5023.145996
	Iteration 68Q: 3 clusters Score -3625852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3625854.000000 Penalty: 5023.145996
	Iteration 69Q: 3 clusters Score -3625854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3625854.750000 Penalty: 5023.145996
	Iteration 70Q: 3 clusters Score -3625855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3625853.750000 Penalty: 5023.145996
	Iteration 71Q: 3 clusters Score -3625854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3625854.750000 Penalty: 5023.145996
	Iteration 72Q: 3 clusters Score -3625855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3625859.250000 Penalty: 5023.145996
	Iteration 73Q: 3 clusters Score -3625859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3625862.000000 Penalty: 5023.145996
	Iteration 74Q: 3 clusters Score -3625862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3625860.250000 Penalty: 5023.145996
	Iteration 75Q: 3 clusters Score -3625860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3625859.000000 Penalty: 5023.145996
	Iteration 76Q: 3 clusters Score -3625859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3625859.000000 Penalty: 5023.145996
	Iteration 77F: 3 clusters Score -3625859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -310561.562500 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -310561.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -307930.125000 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -307930.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308383.218750 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -308383.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -308488.531250 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -308488.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -308535.125000 Penalty: 3772.274658
	Iteration 3Q: 3 clusters Score -308535.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -308574.312500 Penalty: 3772.274658
	Iteration 4Q: 3 clusters Score -308574.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308605.687500 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -308605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308620.812500 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -308620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -308627.406250 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -308627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -308632.343750 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -308632.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -308638.968750 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -308639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308646.656250 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -308646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308653.656250 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -308653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308661.312500 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -308661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308668.968750 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -308669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308675.656250 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -308675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -308684.375000 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -308684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -308696.031250 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -308696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308708.093750 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -308708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308715.500000 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -308715.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308724.375000 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -308724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -308727.531250 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -308727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -308729.781250 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -308729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -308731.312500 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -308731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -308731.312500 Penalty: 3772.274658
	Iteration 23F: 3 clusters Score -308731.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Entering Unmasked Estep 
Score: -11737999.000000 Penalty: 2785.205811
	Iteration 0F: 2 clusters Score -1.1738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -11687990.000000 Penalty: 5570.411621
	Iteration 0F: 3 clusters Score -1.168799e+07 nChanged 35520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -11707530.000000 Penalty: 5570.411621
	Iteration 1F: 3 clusters Score -1.170753e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -11708277.000000 Penalty: 5570.411621
	Iteration 2Q: 3 clusters Score -1.170828e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -11709012.000000 Penalty: 5570.411621
	Iteration 3Q: 3 clusters Score -1.170901e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -11710023.000000 Penalty: 5570.411621
	Iteration 4Q: 3 clusters Score -1.171002e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -11711723.000000 Penalty: 5570.411621
	Iteration 5Q: 3 clusters Score -1.171172e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -11714525.000000 Penalty: 5570.411621
	Iteration 6F: 3 clusters Score -1.171452e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -11718751.000000 Penalty: 5570.411621
	Iteration 7F: 3 clusters Score -1.171875e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -11724023.000000 Penalty: 5570.411621
	Iteration 8F: 3 clusters Score -1.172402e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -11728634.000000 Penalty: 5570.411621
	Iteration 9F: 3 clusters Score -1.172863e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -11731636.000000 Penalty: 5570.411621
	Iteration 10Q: 3 clusters Score -1.173164e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -11733484.000000 Penalty: 5570.411621
	Iteration 11Q: 3 clusters Score -1.173348e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -11734561.000000 Penalty: 5570.411621
	Iteration 12Q: 3 clusters Score -1.173456e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11735053.000000 Penalty: 5570.411621
	Iteration 13Q: 3 clusters Score -1.173505e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11735333.000000 Penalty: 5570.411621
	Iteration 14Q: 3 clusters Score -1.173533e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11735499.000000 Penalty: 5570.411621
	Iteration 15Q: 3 clusters Score -1.17355e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11735581.000000 Penalty: 5570.411621
	Iteration 16Q: 3 clusters Score -1.173558e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11735639.000000 Penalty: 5570.411621
	Iteration 17Q: 3 clusters Score -1.173564e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11735689.000000 Penalty: 5570.411621
	Iteration 18Q: 3 clusters Score -1.173569e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11735738.000000 Penalty: 5570.411621
	Iteration 19Q: 3 clusters Score -1.173574e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11735756.000000 Penalty: 5570.411621
	Iteration 20F: 3 clusters Score -1.173576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11735786.000000 Penalty: 5570.411621
	Iteration 21Q: 3 clusters Score -1.173579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11735778.000000 Penalty: 5570.411621
	Iteration 22Q: 3 clusters Score -1.173578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11735780.000000 Penalty: 5570.411621
	Iteration 23Q: 3 clusters Score -1.173578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11735774.000000 Penalty: 5570.411621
	Iteration 24Q: 3 clusters Score -1.173577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11735790.000000 Penalty: 5570.411621
	Iteration 25Q: 3 clusters Score -1.173579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11735786.000000 Penalty: 5570.411621
	Iteration 26Q: 3 clusters Score -1.173579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11735788.000000 Penalty: 5570.411621
	Iteration 27Q: 3 clusters Score -1.173579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11735798.000000 Penalty: 5570.411621
	Iteration 28Q: 3 clusters Score -1.17358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11735801.000000 Penalty: 5570.411621
	Iteration 29Q: 3 clusters Score -1.17358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11735811.000000 Penalty: 5570.411621
	Iteration 30Q: 3 clusters Score -1.173581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11735819.000000 Penalty: 5570.411621
	Iteration 31Q: 3 clusters Score -1.173582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11735821.000000 Penalty: 5570.411621
	Iteration 32Q: 3 clusters Score -1.173582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11735814.000000 Penalty: 5570.411621
	Iteration 33Q: 3 clusters Score -1.173581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11735825.000000 Penalty: 5570.411621
	Iteration 34Q: 3 clusters Score -1.173582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11735837.000000 Penalty: 5570.411621
	Iteration 35Q: 3 clusters Score -1.173584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11735830.000000 Penalty: 5570.411621
	Iteration 36Q: 3 clusters Score -1.173583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11735823.000000 Penalty: 5570.411621
	Iteration 37Q: 3 clusters Score -1.173582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11735816.000000 Penalty: 5570.411621
	Iteration 38Q: 3 clusters Score -1.173582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11735823.000000 Penalty: 5570.411621
	Iteration 39Q: 3 clusters Score -1.173582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11735823.000000 Penalty: 5570.411621
	Iteration 40F: 3 clusters Score -1.173582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Entering Unmasked Estep 
Score: -15625318.000000 Penalty: 2858.658203
	Iteration 0F: 2 clusters Score -1.562532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -15558490.000000 Penalty: 5717.316406
	Iteration 0F: 3 clusters Score -1.555849e+07 nChanged 47957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -15585770.000000 Penalty: 5717.316406
	Iteration 1F: 3 clusters Score -1.558577e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -15587176.000000 Penalty: 5717.316406
	Iteration 2Q: 3 clusters Score -1.558718e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -15589520.000000 Penalty: 5717.316406
	Iteration 3Q: 3 clusters Score -1.558952e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -15593382.000000 Penalty: 5717.316406
	Iteration 4F: 3 clusters Score -1.559338e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -15599041.000000 Penalty: 5717.316406
	Iteration 5F: 3 clusters Score -1.559904e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -15606222.000000 Penalty: 5717.316406
	Iteration 6F: 3 clusters Score -1.560622e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -15613382.000000 Penalty: 5717.316406
	Iteration 7F: 3 clusters Score -1.561338e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -15618645.000000 Penalty: 5717.316406
	Iteration 8F: 3 clusters Score -1.561864e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -15621129.000000 Penalty: 5717.316406
	Iteration 9Q: 3 clusters Score -1.562113e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15622130.000000 Penalty: 5717.316406
	Iteration 10Q: 3 clusters Score -1.562213e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15622510.000000 Penalty: 5717.316406
	Iteration 11Q: 3 clusters Score -1.562251e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15622666.000000 Penalty: 5717.316406
	Iteration 12Q: 3 clusters Score -1.562267e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15622758.000000 Penalty: 5717.316406
	Iteration 13Q: 3 clusters Score -1.562276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15622790.000000 Penalty: 5717.316406
	Iteration 14Q: 3 clusters Score -1.562279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15622833.000000 Penalty: 5717.316406
	Iteration 15Q: 3 clusters Score -1.562283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15622851.000000 Penalty: 5717.316406
	Iteration 16Q: 3 clusters Score -1.562285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15622852.000000 Penalty: 5717.316406
	Iteration 17Q: 3 clusters Score -1.562285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15622859.000000 Penalty: 5717.316406
	Iteration 18Q: 3 clusters Score -1.562286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15622868.000000 Penalty: 5717.316406
	Iteration 19Q: 3 clusters Score -1.562287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15622872.000000 Penalty: 5717.316406
	Iteration 20F: 3 clusters Score -1.562287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15622880.000000 Penalty: 5717.316406
	Iteration 21Q: 3 clusters Score -1.562288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15622882.000000 Penalty: 5717.316406
	Iteration 22Q: 3 clusters Score -1.562288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15622890.000000 Penalty: 5717.316406
	Iteration 23Q: 3 clusters Score -1.562289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15622888.000000 Penalty: 5717.316406
	Iteration 24Q: 3 clusters Score -1.562289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15622888.000000 Penalty: 5717.316406
	Iteration 25F: 3 clusters Score -1.562289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -1793595.000000 Penalty: 2320.287598
	Iteration 0F: 2 clusters Score -1793595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1784961.250000 Penalty: 4640.575195
	Iteration 0F: 3 clusters Score -1784961 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1787466.125000 Penalty: 4640.575195
	Iteration 1F: 3 clusters Score -1787466 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1787741.125000 Penalty: 4640.575195
	Iteration 2F: 3 clusters Score -1787741 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1787936.250000 Penalty: 4640.575195
	Iteration 3Q: 3 clusters Score -1787936 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1788089.750000 Penalty: 4640.575195
	Iteration 4Q: 3 clusters Score -1788090 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1788207.750000 Penalty: 4640.575195
	Iteration 5Q: 3 clusters Score -1788208 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1788301.375000 Penalty: 4640.575195
	Iteration 6Q: 3 clusters Score -1788301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1788373.875000 Penalty: 4640.575195
	Iteration 7Q: 3 clusters Score -1788374 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1788434.250000 Penalty: 4640.575195
	Iteration 8Q: 3 clusters Score -1788434 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1788486.375000 Penalty: 4640.575195
	Iteration 9Q: 3 clusters Score -1788486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1788543.250000 Penalty: 4640.575195
	Iteration 10Q: 3 clusters Score -1788543 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1788606.250000 Penalty: 4640.575195
	Iteration 11Q: 3 clusters Score -1788606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1788675.750000 Penalty: 4640.575195
	Iteration 12Q: 3 clusters Score -1788676 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1788747.125000 Penalty: 4640.575195
	Iteration 13Q: 3 clusters Score -1788747 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1788828.625000 Penalty: 4640.575195
	Iteration 14Q: 3 clusters Score -1788829 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1788935.250000 Penalty: 4640.575195
	Iteration 15Q: 3 clusters Score -1788935 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1789083.875000 Penalty: 4640.575195
	Iteration 16Q: 3 clusters Score -1789084 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1789297.750000 Penalty: 4640.575195
	Iteration 17Q: 3 clusters Score -1789298 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1789570.375000 Penalty: 4640.575195
	Iteration 18Q: 3 clusters Score -1789570 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1789874.250000 Penalty: 4640.575195
	Iteration 19Q: 3 clusters Score -1789874 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1790212.375000 Penalty: 4640.575195
	Iteration 20F: 3 clusters Score -1790212 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1790540.375000 Penalty: 4640.575195
	Iteration 21Q: 3 clusters Score -1790540 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1790836.375000 Penalty: 4640.575195
	Iteration 22Q: 3 clusters Score -1790836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1791049.250000 Penalty: 4640.575195
	Iteration 23Q: 3 clusters Score -1791049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1791195.125000 Penalty: 4640.575195
	Iteration 24Q: 3 clusters Score -1791195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1791292.375000 Penalty: 4640.575195
	Iteration 25Q: 3 clusters Score -1791292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1791364.750000 Penalty: 4640.575195
	Iteration 26Q: 3 clusters Score -1791365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1791422.375000 Penalty: 4640.575195
	Iteration 27Q: 3 clusters Score -1791422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1791457.125000 Penalty: 4640.575195
	Iteration 28Q: 3 clusters Score -1791457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1791482.875000 Penalty: 4640.575195
	Iteration 29Q: 3 clusters Score -1791483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1791503.750000 Penalty: 4640.575195
	Iteration 30Q: 3 clusters Score -1791504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1791518.250000 Penalty: 4640.575195
	Iteration 31Q: 3 clusters Score -1791518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1791525.500000 Penalty: 4640.575195
	Iteration 32Q: 3 clusters Score -1791526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1791533.125000 Penalty: 4640.575195
	Iteration 33Q: 3 clusters Score -1791533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1791548.500000 Penalty: 4640.575195
	Iteration 34Q: 3 clusters Score -1791548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1791555.625000 Penalty: 4640.575195
	Iteration 35Q: 3 clusters Score -1791556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1791555.875000 Penalty: 4640.575195
	Iteration 36Q: 3 clusters Score -1791556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1791557.750000 Penalty: 4640.575195
	Iteration 37Q: 3 clusters Score -1791558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1791561.125000 Penalty: 4640.575195
	Iteration 38Q: 3 clusters Score -1791561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1791564.375000 Penalty: 4640.575195
	Iteration 39Q: 3 clusters Score -1791564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1791570.125000 Penalty: 4640.575195
	Iteration 40F: 3 clusters Score -1791570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1791572.375000 Penalty: 4640.575195
	Iteration 41Q: 3 clusters Score -1791572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1791572.375000 Penalty: 4640.575195
	Iteration 42F: 3 clusters Score -1791572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -242759.328125 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -242759.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240354.640625 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -240354.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -240922.218750 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -240922.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241230.468750 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -241230.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -241493.078125 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -241493.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241672.500000 Penalty: 3700.973633
	Iteration 4F: 3 clusters Score -241672.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241801.640625 Penalty: 3700.973633
	Iteration 5F: 3 clusters Score -241801.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -241908.250000 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -241908.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -241984.578125 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -241984.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -242034.062500 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -242034.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -242067.093750 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -242067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -242090.093750 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -242090.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -242112.421875 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -242112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -242126.656250 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -242126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -242129.390625 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -242129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -242133.765625 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -242133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -242141.390625 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -242141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -242152.343750 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -242152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242154.703125 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -242154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -242156.906250 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -242156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -242157.687500 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -242157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -242158.000000 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -242158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Entering Unmasked Estep 
Score: -4898636.000000 Penalty: 2570.704102
	Iteration 0F: 2 clusters Score -4898636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4877065.500000 Penalty: 5141.408203
	Iteration 0F: 3 clusters Score -4877066 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4884989.000000 Penalty: 5141.408203
	Iteration 1F: 3 clusters Score -4884989 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4885522.000000 Penalty: 5141.408203
	Iteration 2Q: 3 clusters Score -4885522 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4885956.500000 Penalty: 5141.408203
	Iteration 3Q: 3 clusters Score -4885956 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4886386.500000 Penalty: 5141.408203
	Iteration 4Q: 3 clusters Score -4886386 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4886732.000000 Penalty: 5141.408203
	Iteration 5Q: 3 clusters Score -4886732 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4887096.000000 Penalty: 5141.408203
	Iteration 6Q: 3 clusters Score -4887096 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4887478.500000 Penalty: 5141.408203
	Iteration 7Q: 3 clusters Score -4887478 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4887954.500000 Penalty: 5141.408203
	Iteration 8Q: 3 clusters Score -4887954 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4888610.500000 Penalty: 5141.408203
	Iteration 9Q: 3 clusters Score -4888610 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4889480.500000 Penalty: 5141.408203
	Iteration 10Q: 3 clusters Score -4889480 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4890581.500000 Penalty: 5141.408203
	Iteration 11F: 3 clusters Score -4890582 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4891951.000000 Penalty: 5141.408203
	Iteration 12F: 3 clusters Score -4891951 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4893299.500000 Penalty: 5141.408203
	Iteration 13F: 3 clusters Score -4893300 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4894380.000000 Penalty: 5141.408203
	Iteration 14Q: 3 clusters Score -4894380 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4895221.500000 Penalty: 5141.408203
	Iteration 15Q: 3 clusters Score -4895222 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4895678.500000 Penalty: 5141.408203
	Iteration 16Q: 3 clusters Score -4895678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4895960.000000 Penalty: 5141.408203
	Iteration 17Q: 3 clusters Score -4895960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4896151.500000 Penalty: 5141.408203
	Iteration 18Q: 3 clusters Score -4896152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4896267.500000 Penalty: 5141.408203
	Iteration 19Q: 3 clusters Score -4896268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4896343.000000 Penalty: 5141.408203
	Iteration 20F: 3 clusters Score -4896343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4896382.000000 Penalty: 5141.408203
	Iteration 21Q: 3 clusters Score -4896382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4896408.000000 Penalty: 5141.408203
	Iteration 22Q: 3 clusters Score -4896408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4896417.500000 Penalty: 5141.408203
	Iteration 23Q: 3 clusters Score -4896418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4896441.000000 Penalty: 5141.408203
	Iteration 24Q: 3 clusters Score -4896441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4896461.000000 Penalty: 5141.408203
	Iteration 25Q: 3 clusters Score -4896461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4896473.000000 Penalty: 5141.408203
	Iteration 26Q: 3 clusters Score -4896473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4896486.500000 Penalty: 5141.408203
	Iteration 27Q: 3 clusters Score -4896486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4896487.000000 Penalty: 5141.408203
	Iteration 28Q: 3 clusters Score -4896487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4896498.000000 Penalty: 5141.408203
	Iteration 29Q: 3 clusters Score -4896498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4896499.000000 Penalty: 5141.408203
	Iteration 30Q: 3 clusters Score -4896499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4896497.000000 Penalty: 5141.408203
	Iteration 31Q: 3 clusters Score -4896497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4896508.500000 Penalty: 5141.408203
	Iteration 32Q: 3 clusters Score -4896508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4896506.500000 Penalty: 5141.408203
	Iteration 33Q: 3 clusters Score -4896506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4896513.500000 Penalty: 5141.408203
	Iteration 34Q: 3 clusters Score -4896514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4896513.000000 Penalty: 5141.408203
	Iteration 35Q: 3 clusters Score -4896513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4896517.500000 Penalty: 5141.408203
	Iteration 36Q: 3 clusters Score -4896518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4896522.000000 Penalty: 5141.408203
	Iteration 37Q: 3 clusters Score -4896522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4896521.000000 Penalty: 5141.408203
	Iteration 38Q: 3 clusters Score -4896521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4896524.500000 Penalty: 5141.408203
	Iteration 39Q: 3 clusters Score -4896524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4896528.500000 Penalty: 5141.408203
	Iteration 40F: 3 clusters Score -4896528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -109855.421875 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -109855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108268.765625 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -108268.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109327.171875 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -109327.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -109751.054688 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -109751.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110229.671875 Penalty: 3418.750244
	Iteration 3F: 3 clusters Score -110229.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111009.164062 Penalty: 3418.750244
	Iteration 4F: 3 clusters Score -111009.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112844.906250 Penalty: 3418.750244
	Iteration 5F: 3 clusters Score -112844.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115986.531250 Penalty: 3418.750244
	Iteration 6F: 3 clusters Score -115986.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117420.140625 Penalty: 3418.750244
	Iteration 7F: 3 clusters Score -117420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117753.265625 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -117753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117875.187500 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -117875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117875.187500 Penalty: 3418.750244
	Iteration 10F: 3 clusters Score -117875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 75408 members 
Mstep: Class 5 contains 101402 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 31753 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 110445 members 
Mstep: Class 13 contains 30609 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 101566 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 33713 members 
Mstep: Class 18 contains 45268 members 
Mstep: Class 19 contains 113263 members 
Mstep: Class 20 contains 54179 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5360 members 
Mstep: Class 23 contains 102575 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 447 members 
Entering Unmasked Estep 
Score: -137775696.000000 Penalty: 85112.554688
Splitting cluster 9 changes total score from -137769136.000000 to -137775696.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (7451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Entering Unmasked Estep 
Score: -1092331.375000 Penalty: 2211.193604
	Iteration 0F: 2 clusters Score -1092331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1086248.250000 Penalty: 4422.387207
	Iteration 0F: 3 clusters Score -1086248 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1087938.625000 Penalty: 4422.387207
	Iteration 1F: 3 clusters Score -1087939 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1088247.750000 Penalty: 4422.387207
	Iteration 2F: 3 clusters Score -1088248 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1088484.250000 Penalty: 4422.387207
	Iteration 3F: 3 clusters Score -1088484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1088693.750000 Penalty: 4422.387207
	Iteration 4Q: 3 clusters Score -1088694 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1088909.375000 Penalty: 4422.387207
	Iteration 5Q: 3 clusters Score -1088909 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1089080.250000 Penalty: 4422.387207
	Iteration 6Q: 3 clusters Score -1089080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1089210.875000 Penalty: 4422.387207
	Iteration 7Q: 3 clusters Score -1089211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1089344.250000 Penalty: 4422.387207
	Iteration 8Q: 3 clusters Score -1089344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1089477.000000 Penalty: 4422.387207
	Iteration 9Q: 3 clusters Score -1089477 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1089609.000000 Penalty: 4422.387207
	Iteration 10Q: 3 clusters Score -1089609 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1089756.625000 Penalty: 4422.387207
	Iteration 11Q: 3 clusters Score -1089757 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1089919.375000 Penalty: 4422.387207
	Iteration 12Q: 3 clusters Score -1089919 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1090067.250000 Penalty: 4422.387207
	Iteration 13Q: 3 clusters Score -1090067 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1090173.250000 Penalty: 4422.387207
	Iteration 14Q: 3 clusters Score -1090173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1090257.250000 Penalty: 4422.387207
	Iteration 15Q: 3 clusters Score -1090257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1090326.250000 Penalty: 4422.387207
	Iteration 16Q: 3 clusters Score -1090326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1090400.000000 Penalty: 4422.387207
	Iteration 17Q: 3 clusters Score -1090400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1090463.625000 Penalty: 4422.387207
	Iteration 18Q: 3 clusters Score -1090464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1090515.625000 Penalty: 4422.387207
	Iteration 19Q: 3 clusters Score -1090516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1090562.375000 Penalty: 4422.387207
	Iteration 20F: 3 clusters Score -1090562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1090602.250000 Penalty: 4422.387207
	Iteration 21Q: 3 clusters Score -1090602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1090644.500000 Penalty: 4422.387207
	Iteration 22Q: 3 clusters Score -1090644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1090678.000000 Penalty: 4422.387207
	Iteration 23Q: 3 clusters Score -1090678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1090693.750000 Penalty: 4422.387207
	Iteration 24Q: 3 clusters Score -1090694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1090705.000000 Penalty: 4422.387207
	Iteration 25Q: 3 clusters Score -1090705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1090716.625000 Penalty: 4422.387207
	Iteration 26Q: 3 clusters Score -1090717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1090728.750000 Penalty: 4422.387207
	Iteration 27Q: 3 clusters Score -1090729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1090738.375000 Penalty: 4422.387207
	Iteration 28Q: 3 clusters Score -1090738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1090746.875000 Penalty: 4422.387207
	Iteration 29Q: 3 clusters Score -1090747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1090748.125000 Penalty: 4422.387207
	Iteration 30Q: 3 clusters Score -1090748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1090754.000000 Penalty: 4422.387207
	Iteration 31Q: 3 clusters Score -1090754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1090753.125000 Penalty: 4422.387207
	Iteration 32Q: 3 clusters Score -1090753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1090755.500000 Penalty: 4422.387207
	Iteration 33Q: 3 clusters Score -1090756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1090756.625000 Penalty: 4422.387207
	Iteration 34Q: 3 clusters Score -1090757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1090762.000000 Penalty: 4422.387207
	Iteration 35Q: 3 clusters Score -1090762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1090766.000000 Penalty: 4422.387207
	Iteration 36Q: 3 clusters Score -1090766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1090769.500000 Penalty: 4422.387207
	Iteration 37Q: 3 clusters Score -1090770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1090773.500000 Penalty: 4422.387207
	Iteration 38Q: 3 clusters Score -1090774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1090773.750000 Penalty: 4422.387207
	Iteration 39Q: 3 clusters Score -1090774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1090775.750000 Penalty: 4422.387207
	Iteration 40F: 3 clusters Score -1090776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1090781.125000 Penalty: 4422.387207
	Iteration 41Q: 3 clusters Score -1090781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1090780.500000 Penalty: 4422.387207
	Iteration 42Q: 3 clusters Score -1090780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1090781.125000 Penalty: 4422.387207
	Iteration 43Q: 3 clusters Score -1090781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1090781.125000 Penalty: 4422.387207
	Iteration 44F: 3 clusters Score -1090781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Entering Unmasked Estep 
Score: -6514033.500000 Penalty: 2641.325684
	Iteration 0F: 2 clusters Score -6514034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -6485549.500000 Penalty: 5282.651367
	Iteration 0F: 3 clusters Score -6485550 nChanged 19293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -6496402.000000 Penalty: 5282.651367
	Iteration 1F: 3 clusters Score -6496402 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6497044.500000 Penalty: 5282.651367
	Iteration 2Q: 3 clusters Score -6497044 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -6497670.500000 Penalty: 5282.651367
	Iteration 3Q: 3 clusters Score -6497670 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6498258.500000 Penalty: 5282.651367
	Iteration 4Q: 3 clusters Score -6498258 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6499039.500000 Penalty: 5282.651367
	Iteration 5Q: 3 clusters Score -6499040 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6499880.000000 Penalty: 5282.651367
	Iteration 6Q: 3 clusters Score -6499880 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6500863.500000 Penalty: 5282.651367
	Iteration 7Q: 3 clusters Score -6500864 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -6501934.000000 Penalty: 5282.651367
	Iteration 8Q: 3 clusters Score -6501934 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6502969.500000 Penalty: 5282.651367
	Iteration 9Q: 3 clusters Score -6502970 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6504062.500000 Penalty: 5282.651367
	Iteration 10Q: 3 clusters Score -6504062 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6505095.500000 Penalty: 5282.651367
	Iteration 11Q: 3 clusters Score -6505096 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -6505785.000000 Penalty: 5282.651367
	Iteration 12Q: 3 clusters Score -6505785 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6506309.500000 Penalty: 5282.651367
	Iteration 13Q: 3 clusters Score -6506310 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -6506649.000000 Penalty: 5282.651367
	Iteration 14Q: 3 clusters Score -6506649 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6506934.000000 Penalty: 5282.651367
	Iteration 15Q: 3 clusters Score -6506934 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6507153.000000 Penalty: 5282.651367
	Iteration 16Q: 3 clusters Score -6507153 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6507372.500000 Penalty: 5282.651367
	Iteration 17Q: 3 clusters Score -6507372 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -6507588.500000 Penalty: 5282.651367
	Iteration 18Q: 3 clusters Score -6507588 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -6507784.500000 Penalty: 5282.651367
	Iteration 19Q: 3 clusters Score -6507784 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -6507982.000000 Penalty: 5282.651367
	Iteration 20F: 3 clusters Score -6507982 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -6508169.000000 Penalty: 5282.651367
	Iteration 21Q: 3 clusters Score -6508169 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -6508382.500000 Penalty: 5282.651367
	Iteration 22Q: 3 clusters Score -6508382 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -6508625.500000 Penalty: 5282.651367
	Iteration 23Q: 3 clusters Score -6508626 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6508833.000000 Penalty: 5282.651367
	Iteration 24Q: 3 clusters Score -6508833 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -6509085.000000 Penalty: 5282.651367
	Iteration 25Q: 3 clusters Score -6509085 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -6509310.500000 Penalty: 5282.651367
	Iteration 26Q: 3 clusters Score -6509310 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -6509505.000000 Penalty: 5282.651367
	Iteration 27Q: 3 clusters Score -6509505 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -6509739.000000 Penalty: 5282.651367
	Iteration 28Q: 3 clusters Score -6509739 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -6509951.000000 Penalty: 5282.651367
	Iteration 29Q: 3 clusters Score -6509951 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6510110.500000 Penalty: 5282.651367
	Iteration 30Q: 3 clusters Score -6510110 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -6510300.000000 Penalty: 5282.651367
	Iteration 31Q: 3 clusters Score -6510300 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -6510435.000000 Penalty: 5282.651367
	Iteration 32Q: 3 clusters Score -6510435 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -6510594.000000 Penalty: 5282.651367
	Iteration 33Q: 3 clusters Score -6510594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6510721.000000 Penalty: 5282.651367
	Iteration 34Q: 3 clusters Score -6510721 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -6510840.000000 Penalty: 5282.651367
	Iteration 35Q: 3 clusters Score -6510840 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -6510933.500000 Penalty: 5282.651367
	Iteration 36Q: 3 clusters Score -6510934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6511025.000000 Penalty: 5282.651367
	Iteration 37Q: 3 clusters Score -6511025 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -6511124.000000 Penalty: 5282.651367
	Iteration 38Q: 3 clusters Score -6511124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -6511210.500000 Penalty: 5282.651367
	Iteration 39Q: 3 clusters Score -6511210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -6511303.000000 Penalty: 5282.651367
	Iteration 40F: 3 clusters Score -6511303 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6511379.000000 Penalty: 5282.651367
	Iteration 41Q: 3 clusters Score -6511379 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6511441.500000 Penalty: 5282.651367
	Iteration 42Q: 3 clusters Score -6511442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6511467.500000 Penalty: 5282.651367
	Iteration 43Q: 3 clusters Score -6511468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -6511516.500000 Penalty: 5282.651367
	Iteration 44Q: 3 clusters Score -6511516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -6511574.000000 Penalty: 5282.651367
	Iteration 45Q: 3 clusters Score -6511574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -6511609.000000 Penalty: 5282.651367
	Iteration 46Q: 3 clusters Score -6511609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -6511662.000000 Penalty: 5282.651367
	Iteration 47Q: 3 clusters Score -6511662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -6511682.500000 Penalty: 5282.651367
	Iteration 48Q: 3 clusters Score -6511682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6511726.000000 Penalty: 5282.651367
	Iteration 49Q: 3 clusters Score -6511726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -6511729.500000 Penalty: 5282.651367
	Iteration 50Q: 3 clusters Score -6511730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -6511744.000000 Penalty: 5282.651367
	Iteration 51Q: 3 clusters Score -6511744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -6511756.000000 Penalty: 5282.651367
	Iteration 52Q: 3 clusters Score -6511756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -6511772.500000 Penalty: 5282.651367
	Iteration 53Q: 3 clusters Score -6511772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6511779.500000 Penalty: 5282.651367
	Iteration 54Q: 3 clusters Score -6511780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6511780.000000 Penalty: 5282.651367
	Iteration 55Q: 3 clusters Score -6511780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -6511788.500000 Penalty: 5282.651367
	Iteration 56Q: 3 clusters Score -6511788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -6511800.000000 Penalty: 5282.651367
	Iteration 57Q: 3 clusters Score -6511800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -6511792.000000 Penalty: 5282.651367
	Iteration 58Q: 3 clusters Score -6511792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -6511797.000000 Penalty: 5282.651367
	Iteration 59Q: 3 clusters Score -6511797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -6511798.000000 Penalty: 5282.651367
	Iteration 60F: 3 clusters Score -6511798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -6511811.500000 Penalty: 5282.651367
	Iteration 61Q: 3 clusters Score -6511812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -6511805.500000 Penalty: 5282.651367
	Iteration 62Q: 3 clusters Score -6511806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6511813.000000 Penalty: 5282.651367
	Iteration 63Q: 3 clusters Score -6511813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6511808.000000 Penalty: 5282.651367
	Iteration 64Q: 3 clusters Score -6511808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -6511809.500000 Penalty: 5282.651367
	Iteration 65Q: 3 clusters Score -6511810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -6511814.000000 Penalty: 5282.651367
	Iteration 66Q: 3 clusters Score -6511814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -6511809.500000 Penalty: 5282.651367
	Iteration 67Q: 3 clusters Score -6511810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -6511813.500000 Penalty: 5282.651367
	Iteration 68Q: 3 clusters Score -6511814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -6511812.500000 Penalty: 5282.651367
	Iteration 69Q: 3 clusters Score -6511812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -6511812.500000 Penalty: 5282.651367
	Iteration 70F: 3 clusters Score -6511812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Entering Unmasked Estep 
Score: -17016640.000000 Penalty: 2879.843750
	Iteration 0F: 2 clusters Score -1.701664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -16946342.000000 Penalty: 5759.687500
	Iteration 0F: 3 clusters Score -1.694634e+07 nChanged 52477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -16976760.000000 Penalty: 5759.687500
	Iteration 1F: 3 clusters Score -1.697676e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -16978238.000000 Penalty: 5759.687500
	Iteration 2Q: 3 clusters Score -1.697824e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -16980060.000000 Penalty: 5759.687500
	Iteration 3Q: 3 clusters Score -1.698006e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -16983242.000000 Penalty: 5759.687500
	Iteration 4F: 3 clusters Score -1.698324e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -16988480.000000 Penalty: 5759.687500
	Iteration 5F: 3 clusters Score -1.698848e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -16995670.000000 Penalty: 5759.687500
	Iteration 6F: 3 clusters Score -1.699567e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -17003356.000000 Penalty: 5759.687500
	Iteration 7F: 3 clusters Score -1.700336e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -17008474.000000 Penalty: 5759.687500
	Iteration 8F: 3 clusters Score -1.700847e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -17010750.000000 Penalty: 5759.687500
	Iteration 9Q: 3 clusters Score -1.701075e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -17011886.000000 Penalty: 5759.687500
	Iteration 10Q: 3 clusters Score -1.701189e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -17012730.000000 Penalty: 5759.687500
	Iteration 11Q: 3 clusters Score -1.701273e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -17013252.000000 Penalty: 5759.687500
	Iteration 12Q: 3 clusters Score -1.701325e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -17013632.000000 Penalty: 5759.687500
	Iteration 13Q: 3 clusters Score -1.701363e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -17014020.000000 Penalty: 5759.687500
	Iteration 14Q: 3 clusters Score -1.701402e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -17014318.000000 Penalty: 5759.687500
	Iteration 15Q: 3 clusters Score -1.701432e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -17014520.000000 Penalty: 5759.687500
	Iteration 16Q: 3 clusters Score -1.701452e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -17014620.000000 Penalty: 5759.687500
	Iteration 17Q: 3 clusters Score -1.701462e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -17014760.000000 Penalty: 5759.687500
	Iteration 18Q: 3 clusters Score -1.701476e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -17014942.000000 Penalty: 5759.687500
	Iteration 19Q: 3 clusters Score -1.701494e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -17015124.000000 Penalty: 5759.687500
	Iteration 20F: 3 clusters Score -1.701512e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -17015290.000000 Penalty: 5759.687500
	Iteration 21Q: 3 clusters Score -1.701529e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -17015542.000000 Penalty: 5759.687500
	Iteration 22Q: 3 clusters Score -1.701554e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -17015718.000000 Penalty: 5759.687500
	Iteration 23Q: 3 clusters Score -1.701572e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -17015870.000000 Penalty: 5759.687500
	Iteration 24Q: 3 clusters Score -1.701587e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -17016006.000000 Penalty: 5759.687500
	Iteration 25Q: 3 clusters Score -1.701601e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -17016238.000000 Penalty: 5759.687500
	Iteration 26Q: 3 clusters Score -1.701624e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -17016436.000000 Penalty: 5759.687500
	Iteration 27Q: 3 clusters Score -1.701644e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -17016556.000000 Penalty: 5759.687500
	Iteration 28Q: 3 clusters Score -1.701656e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -17016648.000000 Penalty: 5759.687500
	Iteration 29Q: 3 clusters Score -1.701665e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -17016808.000000 Penalty: 5759.687500
	Iteration 30Q: 3 clusters Score -1.701681e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -17016982.000000 Penalty: 5759.687500
	Iteration 31Q: 3 clusters Score -1.701698e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -17017126.000000 Penalty: 5759.687500
	Iteration 32Q: 3 clusters Score -1.701713e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -17017204.000000 Penalty: 5759.687500
	Iteration 33Q: 3 clusters Score -1.70172e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -17017338.000000 Penalty: 5759.687500
	Iteration 34Q: 3 clusters Score -1.701734e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -17017306.000000 Penalty: 5759.687500
	Iteration 35Q: 3 clusters Score -1.701731e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -17017296.000000 Penalty: 5759.687500
	Iteration 36Q: 3 clusters Score -1.70173e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -17017180.000000 Penalty: 5759.687500
	Iteration 37Q: 3 clusters Score -1.701718e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -17016960.000000 Penalty: 5759.687500
	Iteration 38Q: 3 clusters Score -1.701696e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -17016796.000000 Penalty: 5759.687500
	Iteration 39Q: 3 clusters Score -1.70168e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -17016556.000000 Penalty: 5759.687500
	Iteration 40F: 3 clusters Score -1.701656e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -17016420.000000 Penalty: 5759.687500
	Iteration 41Q: 3 clusters Score -1.701642e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107665 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -17016264.000000 Penalty: 5759.687500
	Iteration 42Q: 3 clusters Score -1.701626e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17016170.000000 Penalty: 5759.687500
	Iteration 43Q: 3 clusters Score -1.701617e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17016080.000000 Penalty: 5759.687500
	Iteration 44Q: 3 clusters Score -1.701608e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -17016000.000000 Penalty: 5759.687500
	Iteration 45Q: 3 clusters Score -1.7016e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -17015910.000000 Penalty: 5759.687500
	Iteration 46Q: 3 clusters Score -1.701591e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17015826.000000 Penalty: 5759.687500
	Iteration 47Q: 3 clusters Score -1.701583e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17015778.000000 Penalty: 5759.687500
	Iteration 48Q: 3 clusters Score -1.701578e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17015722.000000 Penalty: 5759.687500
	Iteration 49Q: 3 clusters Score -1.701572e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17015624.000000 Penalty: 5759.687500
	Iteration 50Q: 3 clusters Score -1.701562e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17015558.000000 Penalty: 5759.687500
	Iteration 51Q: 3 clusters Score -1.701556e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -17015524.000000 Penalty: 5759.687500
	Iteration 52Q: 3 clusters Score -1.701552e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17015512.000000 Penalty: 5759.687500
	Iteration 53Q: 3 clusters Score -1.701551e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17015506.000000 Penalty: 5759.687500
	Iteration 54Q: 3 clusters Score -1.701551e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17015480.000000 Penalty: 5759.687500
	Iteration 55Q: 3 clusters Score -1.701548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17015480.000000 Penalty: 5759.687500
	Iteration 56Q: 3 clusters Score -1.701548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17015440.000000 Penalty: 5759.687500
	Iteration 57Q: 3 clusters Score -1.701544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17015450.000000 Penalty: 5759.687500
	Iteration 58Q: 3 clusters Score -1.701545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17015430.000000 Penalty: 5759.687500
	Iteration 59Q: 3 clusters Score -1.701543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17015418.000000 Penalty: 5759.687500
	Iteration 60F: 3 clusters Score -1.701542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17015414.000000 Penalty: 5759.687500
	Iteration 61Q: 3 clusters Score -1.701541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17015392.000000 Penalty: 5759.687500
	Iteration 62Q: 3 clusters Score -1.701539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -17015420.000000 Penalty: 5759.687500
	Iteration 63Q: 3 clusters Score -1.701542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17015398.000000 Penalty: 5759.687500
	Iteration 64Q: 3 clusters Score -1.70154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17015392.000000 Penalty: 5759.687500
	Iteration 65Q: 3 clusters Score -1.701539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17015388.000000 Penalty: 5759.687500
	Iteration 66Q: 3 clusters Score -1.701539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17015380.000000 Penalty: 5759.687500
	Iteration 67Q: 3 clusters Score -1.701538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17015378.000000 Penalty: 5759.687500
	Iteration 68Q: 3 clusters Score -1.701538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -17015386.000000 Penalty: 5759.687500
	Iteration 69Q: 3 clusters Score -1.701539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17015380.000000 Penalty: 5759.687500
	Iteration 70Q: 3 clusters Score -1.701538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -17015392.000000 Penalty: 5759.687500
	Iteration 71Q: 3 clusters Score -1.701539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17015388.000000 Penalty: 5759.687500
	Iteration 72Q: 3 clusters Score -1.701539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17015388.000000 Penalty: 5759.687500
	Iteration 73F: 3 clusters Score -1.701539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Entering Unmasked Estep 
Score: -4585393.500000 Penalty: 2561.604248
	Iteration 0F: 2 clusters Score -4585394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4564438.500000 Penalty: 5123.208496
	Iteration 0F: 3 clusters Score -4564438 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4572541.000000 Penalty: 5123.208496
	Iteration 1F: 3 clusters Score -4572541 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4573509.500000 Penalty: 5123.208496
	Iteration 2F: 3 clusters Score -4573510 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4574547.500000 Penalty: 5123.208496
	Iteration 3F: 3 clusters Score -4574548 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4575647.000000 Penalty: 5123.208496
	Iteration 4F: 3 clusters Score -4575647 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4576709.000000 Penalty: 5123.208496
	Iteration 5F: 3 clusters Score -4576709 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4577563.500000 Penalty: 5123.208496
	Iteration 6F: 3 clusters Score -4577564 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4578216.000000 Penalty: 5123.208496
	Iteration 7Q: 3 clusters Score -4578216 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4578661.500000 Penalty: 5123.208496
	Iteration 8Q: 3 clusters Score -4578662 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4578959.500000 Penalty: 5123.208496
	Iteration 9Q: 3 clusters Score -4578960 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4579227.500000 Penalty: 5123.208496
	Iteration 10Q: 3 clusters Score -4579228 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4579448.000000 Penalty: 5123.208496
	Iteration 11Q: 3 clusters Score -4579448 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4579722.500000 Penalty: 5123.208496
	Iteration 12Q: 3 clusters Score -4579722 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4580137.500000 Penalty: 5123.208496
	Iteration 13Q: 3 clusters Score -4580138 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4580591.000000 Penalty: 5123.208496
	Iteration 14Q: 3 clusters Score -4580591 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4581079.000000 Penalty: 5123.208496
	Iteration 15Q: 3 clusters Score -4581079 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4581437.500000 Penalty: 5123.208496
	Iteration 16Q: 3 clusters Score -4581438 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4581702.000000 Penalty: 5123.208496
	Iteration 17Q: 3 clusters Score -4581702 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4581917.500000 Penalty: 5123.208496
	Iteration 18Q: 3 clusters Score -4581918 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4582072.000000 Penalty: 5123.208496
	Iteration 19Q: 3 clusters Score -4582072 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4582204.000000 Penalty: 5123.208496
	Iteration 20F: 3 clusters Score -4582204 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4582307.500000 Penalty: 5123.208496
	Iteration 21Q: 3 clusters Score -4582308 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4582396.000000 Penalty: 5123.208496
	Iteration 22Q: 3 clusters Score -4582396 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4582509.500000 Penalty: 5123.208496
	Iteration 23Q: 3 clusters Score -4582510 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4582566.000000 Penalty: 5123.208496
	Iteration 24Q: 3 clusters Score -4582566 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4582633.000000 Penalty: 5123.208496
	Iteration 25Q: 3 clusters Score -4582633 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4582698.000000 Penalty: 5123.208496
	Iteration 26Q: 3 clusters Score -4582698 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4582772.500000 Penalty: 5123.208496
	Iteration 27Q: 3 clusters Score -4582772 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4582827.500000 Penalty: 5123.208496
	Iteration 28Q: 3 clusters Score -4582828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4582887.500000 Penalty: 5123.208496
	Iteration 29Q: 3 clusters Score -4582888 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4582933.000000 Penalty: 5123.208496
	Iteration 30Q: 3 clusters Score -4582933 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4582988.000000 Penalty: 5123.208496
	Iteration 31Q: 3 clusters Score -4582988 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4583030.000000 Penalty: 5123.208496
	Iteration 32Q: 3 clusters Score -4583030 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4583077.000000 Penalty: 5123.208496
	Iteration 33Q: 3 clusters Score -4583077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4583113.000000 Penalty: 5123.208496
	Iteration 34Q: 3 clusters Score -4583113 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4583155.000000 Penalty: 5123.208496
	Iteration 35Q: 3 clusters Score -4583155 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -4583216.500000 Penalty: 5123.208496
	Iteration 36Q: 3 clusters Score -4583216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -4583254.000000 Penalty: 5123.208496
	Iteration 37Q: 3 clusters Score -4583254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4583275.000000 Penalty: 5123.208496
	Iteration 38Q: 3 clusters Score -4583275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4583311.500000 Penalty: 5123.208496
	Iteration 39Q: 3 clusters Score -4583312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4583323.500000 Penalty: 5123.208496
	Iteration 40F: 3 clusters Score -4583324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4583349.000000 Penalty: 5123.208496
	Iteration 41Q: 3 clusters Score -4583349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4583365.000000 Penalty: 5123.208496
	Iteration 42Q: 3 clusters Score -4583365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4583380.500000 Penalty: 5123.208496
	Iteration 43Q: 3 clusters Score -4583380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4583383.500000 Penalty: 5123.208496
	Iteration 44Q: 3 clusters Score -4583384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4583398.000000 Penalty: 5123.208496
	Iteration 45Q: 3 clusters Score -4583398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4583416.000000 Penalty: 5123.208496
	Iteration 46Q: 3 clusters Score -4583416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4583426.000000 Penalty: 5123.208496
	Iteration 47Q: 3 clusters Score -4583426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4583444.000000 Penalty: 5123.208496
	Iteration 48Q: 3 clusters Score -4583444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4583458.000000 Penalty: 5123.208496
	Iteration 49Q: 3 clusters Score -4583458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4583471.500000 Penalty: 5123.208496
	Iteration 50Q: 3 clusters Score -4583472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4583477.000000 Penalty: 5123.208496
	Iteration 51Q: 3 clusters Score -4583477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4583483.500000 Penalty: 5123.208496
	Iteration 52Q: 3 clusters Score -4583484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4583489.500000 Penalty: 5123.208496
	Iteration 53Q: 3 clusters Score -4583490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -4583504.000000 Penalty: 5123.208496
	Iteration 54Q: 3 clusters Score -4583504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4583513.500000 Penalty: 5123.208496
	Iteration 55Q: 3 clusters Score -4583514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4583517.500000 Penalty: 5123.208496
	Iteration 56Q: 3 clusters Score -4583518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4583524.500000 Penalty: 5123.208496
	Iteration 57Q: 3 clusters Score -4583524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4583528.500000 Penalty: 5123.208496
	Iteration 58Q: 3 clusters Score -4583528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4583531.000000 Penalty: 5123.208496
	Iteration 59Q: 3 clusters Score -4583531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -4583528.000000 Penalty: 5123.208496
	Iteration 60F: 3 clusters Score -4583528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4583525.500000 Penalty: 5123.208496
	Iteration 61Q: 3 clusters Score -4583526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4583531.000000 Penalty: 5123.208496
	Iteration 62Q: 3 clusters Score -4583531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4583546.000000 Penalty: 5123.208496
	Iteration 63Q: 3 clusters Score -4583546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4583541.500000 Penalty: 5123.208496
	Iteration 64Q: 3 clusters Score -4583542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4583542.500000 Penalty: 5123.208496
	Iteration 65Q: 3 clusters Score -4583542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4583546.000000 Penalty: 5123.208496
	Iteration 66Q: 3 clusters Score -4583546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4583544.000000 Penalty: 5123.208496
	Iteration 67Q: 3 clusters Score -4583544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4583546.000000 Penalty: 5123.208496
	Iteration 68Q: 3 clusters Score -4583546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4583549.000000 Penalty: 5123.208496
	Iteration 69Q: 3 clusters Score -4583549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4583550.500000 Penalty: 5123.208496
	Iteration 70Q: 3 clusters Score -4583550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4583546.000000 Penalty: 5123.208496
	Iteration 71Q: 3 clusters Score -4583546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -4583542.000000 Penalty: 5123.208496
	Iteration 72Q: 3 clusters Score -4583542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4583543.000000 Penalty: 5123.208496
	Iteration 73Q: 3 clusters Score -4583543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4583537.500000 Penalty: 5123.208496
	Iteration 74Q: 3 clusters Score -4583538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4583540.000000 Penalty: 5123.208496
	Iteration 75Q: 3 clusters Score -4583540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4583542.500000 Penalty: 5123.208496
	Iteration 76Q: 3 clusters Score -4583542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4583542.500000 Penalty: 5123.208496
	Iteration 77F: 3 clusters Score -4583542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -683667.750000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -683667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -679351.187500 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -679351.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -680418.250000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -680418.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -680655.375000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -680655.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -680851.625000 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -680851.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -681050.125000 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -681050.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -681245.812500 Penalty: 4187.892578
	Iteration 5F: 3 clusters Score -681245.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -681395.000000 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -681395 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -681554.312500 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -681554.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -681692.562500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -681692.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -681826.437500 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -681826.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -681959.750000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -681959.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -682064.187500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -682064.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -682130.687500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -682130.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -682175.562500 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -682175.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -682214.375000 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -682214.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682241.375000 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -682241.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -682264.750000 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -682264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -682287.062500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -682287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -682300.187500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -682300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -682311.250000 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -682311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -682319.187500 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -682319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -682322.312500 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -682322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -682323.187500 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -682323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -682323.187500 Penalty: 4187.892578
	Iteration 23F: 3 clusters Score -682323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Entering Unmasked Estep 
Score: -15650204.000000 Penalty: 2859.059082
	Iteration 0F: 2 clusters Score -1.56502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -15584369.000000 Penalty: 5718.118164
	Iteration 0F: 3 clusters Score -1.558437e+07 nChanged 48265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -15613258.000000 Penalty: 5718.118164
	Iteration 1F: 3 clusters Score -1.561326e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -15614919.000000 Penalty: 5718.118164
	Iteration 2Q: 3 clusters Score -1.561492e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -15617042.000000 Penalty: 5718.118164
	Iteration 3F: 3 clusters Score -1.561704e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -15620111.000000 Penalty: 5718.118164
	Iteration 4F: 3 clusters Score -1.562011e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -15624229.000000 Penalty: 5718.118164
	Iteration 5F: 3 clusters Score -1.562423e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -15629019.000000 Penalty: 5718.118164
	Iteration 6F: 3 clusters Score -1.562902e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -15634431.000000 Penalty: 5718.118164
	Iteration 7F: 3 clusters Score -1.563443e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -15639816.000000 Penalty: 5718.118164
	Iteration 8F: 3 clusters Score -1.563982e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -15644156.000000 Penalty: 5718.118164
	Iteration 9F: 3 clusters Score -1.564416e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -15646479.000000 Penalty: 5718.118164
	Iteration 10Q: 3 clusters Score -1.564648e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -15647670.000000 Penalty: 5718.118164
	Iteration 11Q: 3 clusters Score -1.564767e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15648146.000000 Penalty: 5718.118164
	Iteration 12Q: 3 clusters Score -1.564815e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15648339.000000 Penalty: 5718.118164
	Iteration 13Q: 3 clusters Score -1.564834e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15648507.000000 Penalty: 5718.118164
	Iteration 14Q: 3 clusters Score -1.564851e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15648637.000000 Penalty: 5718.118164
	Iteration 15Q: 3 clusters Score -1.564864e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15648732.000000 Penalty: 5718.118164
	Iteration 16Q: 3 clusters Score -1.564873e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15648794.000000 Penalty: 5718.118164
	Iteration 17Q: 3 clusters Score -1.564879e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15648869.000000 Penalty: 5718.118164
	Iteration 18Q: 3 clusters Score -1.564887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15648929.000000 Penalty: 5718.118164
	Iteration 19Q: 3 clusters Score -1.564893e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15648961.000000 Penalty: 5718.118164
	Iteration 20F: 3 clusters Score -1.564896e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15649031.000000 Penalty: 5718.118164
	Iteration 21Q: 3 clusters Score -1.564903e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15649106.000000 Penalty: 5718.118164
	Iteration 22Q: 3 clusters Score -1.564911e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -15649158.000000 Penalty: 5718.118164
	Iteration 23Q: 3 clusters Score -1.564916e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15649225.000000 Penalty: 5718.118164
	Iteration 24Q: 3 clusters Score -1.564922e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15649238.000000 Penalty: 5718.118164
	Iteration 25Q: 3 clusters Score -1.564924e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15649294.000000 Penalty: 5718.118164
	Iteration 26Q: 3 clusters Score -1.564929e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15649320.000000 Penalty: 5718.118164
	Iteration 27Q: 3 clusters Score -1.564932e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15649349.000000 Penalty: 5718.118164
	Iteration 28Q: 3 clusters Score -1.564935e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15649370.000000 Penalty: 5718.118164
	Iteration 29Q: 3 clusters Score -1.564937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15649383.000000 Penalty: 5718.118164
	Iteration 30Q: 3 clusters Score -1.564938e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15649400.000000 Penalty: 5718.118164
	Iteration 31Q: 3 clusters Score -1.56494e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15649422.000000 Penalty: 5718.118164
	Iteration 32Q: 3 clusters Score -1.564942e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15649454.000000 Penalty: 5718.118164
	Iteration 33Q: 3 clusters Score -1.564945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15649483.000000 Penalty: 5718.118164
	Iteration 34Q: 3 clusters Score -1.564948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15649498.000000 Penalty: 5718.118164
	Iteration 35Q: 3 clusters Score -1.56495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -15649529.000000 Penalty: 5718.118164
	Iteration 36Q: 3 clusters Score -1.564953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15649522.000000 Penalty: 5718.118164
	Iteration 37Q: 3 clusters Score -1.564952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -15649544.000000 Penalty: 5718.118164
	Iteration 38Q: 3 clusters Score -1.564954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15649553.000000 Penalty: 5718.118164
	Iteration 39Q: 3 clusters Score -1.564955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15649568.000000 Penalty: 5718.118164
	Iteration 40F: 3 clusters Score -1.564957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15649584.000000 Penalty: 5718.118164
	Iteration 41Q: 3 clusters Score -1.564958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15649574.000000 Penalty: 5718.118164
	Iteration 42Q: 3 clusters Score -1.564957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -15649580.000000 Penalty: 5718.118164
	Iteration 43Q: 3 clusters Score -1.564958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15649602.000000 Penalty: 5718.118164
	Iteration 44Q: 3 clusters Score -1.56496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15649592.000000 Penalty: 5718.118164
	Iteration 45Q: 3 clusters Score -1.564959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15649607.000000 Penalty: 5718.118164
	Iteration 46Q: 3 clusters Score -1.564961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -15649618.000000 Penalty: 5718.118164
	Iteration 47Q: 3 clusters Score -1.564962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15649631.000000 Penalty: 5718.118164
	Iteration 48Q: 3 clusters Score -1.564963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15649641.000000 Penalty: 5718.118164
	Iteration 49Q: 3 clusters Score -1.564964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15649657.000000 Penalty: 5718.118164
	Iteration 50Q: 3 clusters Score -1.564966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15649659.000000 Penalty: 5718.118164
	Iteration 51Q: 3 clusters Score -1.564966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15649662.000000 Penalty: 5718.118164
	Iteration 52Q: 3 clusters Score -1.564966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15649665.000000 Penalty: 5718.118164
	Iteration 53Q: 3 clusters Score -1.564966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15649678.000000 Penalty: 5718.118164
	Iteration 54Q: 3 clusters Score -1.564968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15649673.000000 Penalty: 5718.118164
	Iteration 55Q: 3 clusters Score -1.564967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15649678.000000 Penalty: 5718.118164
	Iteration 56Q: 3 clusters Score -1.564968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -15649668.000000 Penalty: 5718.118164
	Iteration 57Q: 3 clusters Score -1.564967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15649678.000000 Penalty: 5718.118164
	Iteration 58Q: 3 clusters Score -1.564968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15649674.000000 Penalty: 5718.118164
	Iteration 59Q: 3 clusters Score -1.564967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -15649679.000000 Penalty: 5718.118164
	Iteration 60F: 3 clusters Score -1.564968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -15649680.000000 Penalty: 5718.118164
	Iteration 61Q: 3 clusters Score -1.564968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -15649677.000000 Penalty: 5718.118164
	Iteration 62Q: 3 clusters Score -1.564968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15649678.000000 Penalty: 5718.118164
	Iteration 63Q: 3 clusters Score -1.564968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15649678.000000 Penalty: 5718.118164
	Iteration 64F: 3 clusters Score -1.564968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38925.101562 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38925.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39120.871094 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39120.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39261.757812 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39261.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39314.738281 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -39314.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39455.156250 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39455.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39606.343750 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39606.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39696.667969 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39696.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39761.960938 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39761.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39807.367188 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39807.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39826.421875 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -39826.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39849.445312 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -39849.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39875.757812 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -39875.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39888.265625 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -39888.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39915.042969 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -39915.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39932.101562 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -39932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39940.367188 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -39940.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39944.664062 Penalty: 2886.761230
	Iteration 16Q: 3 clusters Score -39944.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39946.140625 Penalty: 2886.761230
	Iteration 17F: 3 clusters Score -39946.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39962.742188 Penalty: 2886.761230
	Iteration 18Q: 3 clusters Score -39962.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39981.984375 Penalty: 2886.761230
	Iteration 19Q: 3 clusters Score -39981.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39981.984375 Penalty: 2886.761230
	Iteration 20F: 3 clusters Score -39981.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Entering Unmasked Estep 
Score: -5286473.500000 Penalty: 2585.558594
	Iteration 0F: 2 clusters Score -5286474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5263494.000000 Penalty: 5171.117188
	Iteration 0F: 3 clusters Score -5263494 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5271707.500000 Penalty: 5171.117188
	Iteration 1F: 3 clusters Score -5271708 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5272210.500000 Penalty: 5171.117188
	Iteration 2Q: 3 clusters Score -5272210 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5272752.500000 Penalty: 5171.117188
	Iteration 3Q: 3 clusters Score -5272752 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5273373.000000 Penalty: 5171.117188
	Iteration 4Q: 3 clusters Score -5273373 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5274257.500000 Penalty: 5171.117188
	Iteration 5F: 3 clusters Score -5274258 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -5275692.000000 Penalty: 5171.117188
	Iteration 6F: 3 clusters Score -5275692 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5277781.000000 Penalty: 5171.117188
	Iteration 7F: 3 clusters Score -5277781 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5280225.000000 Penalty: 5171.117188
	Iteration 8F: 3 clusters Score -5280225 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5282248.000000 Penalty: 5171.117188
	Iteration 9F: 3 clusters Score -5282248 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5283362.500000 Penalty: 5171.117188
	Iteration 10Q: 3 clusters Score -5283362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5283786.500000 Penalty: 5171.117188
	Iteration 11Q: 3 clusters Score -5283786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5283956.500000 Penalty: 5171.117188
	Iteration 12Q: 3 clusters Score -5283956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5284040.000000 Penalty: 5171.117188
	Iteration 13Q: 3 clusters Score -5284040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5284076.000000 Penalty: 5171.117188
	Iteration 14Q: 3 clusters Score -5284076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5284115.500000 Penalty: 5171.117188
	Iteration 15Q: 3 clusters Score -5284116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5284138.000000 Penalty: 5171.117188
	Iteration 16Q: 3 clusters Score -5284138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5284153.500000 Penalty: 5171.117188
	Iteration 17Q: 3 clusters Score -5284154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5284165.000000 Penalty: 5171.117188
	Iteration 18Q: 3 clusters Score -5284165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5284169.500000 Penalty: 5171.117188
	Iteration 19Q: 3 clusters Score -5284170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5284176.000000 Penalty: 5171.117188
	Iteration 20F: 3 clusters Score -5284176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5284176.500000 Penalty: 5171.117188
	Iteration 21Q: 3 clusters Score -5284176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5284183.500000 Penalty: 5171.117188
	Iteration 22Q: 3 clusters Score -5284184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5284185.500000 Penalty: 5171.117188
	Iteration 23Q: 3 clusters Score -5284186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5284187.000000 Penalty: 5171.117188
	Iteration 24Q: 3 clusters Score -5284187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5284190.500000 Penalty: 5171.117188
	Iteration 25Q: 3 clusters Score -5284190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5284190.000000 Penalty: 5171.117188
	Iteration 26Q: 3 clusters Score -5284190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5284190.000000 Penalty: 5171.117188
	Iteration 27F: 3 clusters Score -5284190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Entering Unmasked Estep 
Score: -6791895.000000 Penalty: 2658.648193
	Iteration 0F: 2 clusters Score -6791895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -6761297.500000 Penalty: 5317.296387
	Iteration 0F: 3 clusters Score -6761298 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -6772964.500000 Penalty: 5317.296387
	Iteration 1F: 3 clusters Score -6772964 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -6773597.000000 Penalty: 5317.296387
	Iteration 2Q: 3 clusters Score -6773597 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -6774353.000000 Penalty: 5317.296387
	Iteration 3Q: 3 clusters Score -6774353 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6775345.500000 Penalty: 5317.296387
	Iteration 4Q: 3 clusters Score -6775346 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6776530.500000 Penalty: 5317.296387
	Iteration 5F: 3 clusters Score -6776530 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6777858.000000 Penalty: 5317.296387
	Iteration 6F: 3 clusters Score -6777858 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -6779386.000000 Penalty: 5317.296387
	Iteration 7F: 3 clusters Score -6779386 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6781068.500000 Penalty: 5317.296387
	Iteration 8F: 3 clusters Score -6781068 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -6782881.000000 Penalty: 5317.296387
	Iteration 9F: 3 clusters Score -6782881 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6784609.000000 Penalty: 5317.296387
	Iteration 10F: 3 clusters Score -6784609 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6785968.500000 Penalty: 5317.296387
	Iteration 11Q: 3 clusters Score -6785968 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6786964.000000 Penalty: 5317.296387
	Iteration 12Q: 3 clusters Score -6786964 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -6787796.000000 Penalty: 5317.296387
	Iteration 13Q: 3 clusters Score -6787796 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6788369.000000 Penalty: 5317.296387
	Iteration 14Q: 3 clusters Score -6788369 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6788803.000000 Penalty: 5317.296387
	Iteration 15Q: 3 clusters Score -6788803 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -6789196.500000 Penalty: 5317.296387
	Iteration 16Q: 3 clusters Score -6789196 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6789486.500000 Penalty: 5317.296387
	Iteration 17Q: 3 clusters Score -6789486 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6789729.500000 Penalty: 5317.296387
	Iteration 18Q: 3 clusters Score -6789730 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6789927.500000 Penalty: 5317.296387
	Iteration 19Q: 3 clusters Score -6789928 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6790062.500000 Penalty: 5317.296387
	Iteration 20F: 3 clusters Score -6790062 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6790148.500000 Penalty: 5317.296387
	Iteration 21Q: 3 clusters Score -6790148 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6790228.500000 Penalty: 5317.296387
	Iteration 22Q: 3 clusters Score -6790228 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6790315.000000 Penalty: 5317.296387
	Iteration 23Q: 3 clusters Score -6790315 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6790351.500000 Penalty: 5317.296387
	Iteration 24Q: 3 clusters Score -6790352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6790385.500000 Penalty: 5317.296387
	Iteration 25Q: 3 clusters Score -6790386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6790391.000000 Penalty: 5317.296387
	Iteration 26Q: 3 clusters Score -6790391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6790412.000000 Penalty: 5317.296387
	Iteration 27Q: 3 clusters Score -6790412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6790425.000000 Penalty: 5317.296387
	Iteration 28Q: 3 clusters Score -6790425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6790444.500000 Penalty: 5317.296387
	Iteration 29Q: 3 clusters Score -6790444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6790432.500000 Penalty: 5317.296387
	Iteration 30Q: 3 clusters Score -6790432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6790432.500000 Penalty: 5317.296387
	Iteration 31Q: 3 clusters Score -6790432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6790456.500000 Penalty: 5317.296387
	Iteration 32Q: 3 clusters Score -6790456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6790449.500000 Penalty: 5317.296387
	Iteration 33Q: 3 clusters Score -6790450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6790454.000000 Penalty: 5317.296387
	Iteration 34Q: 3 clusters Score -6790454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6790458.000000 Penalty: 5317.296387
	Iteration 35Q: 3 clusters Score -6790458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6790446.500000 Penalty: 5317.296387
	Iteration 36Q: 3 clusters Score -6790446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6790458.000000 Penalty: 5317.296387
	Iteration 37Q: 3 clusters Score -6790458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6790465.000000 Penalty: 5317.296387
	Iteration 38Q: 3 clusters Score -6790465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6790461.000000 Penalty: 5317.296387
	Iteration 39Q: 3 clusters Score -6790461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6790461.500000 Penalty: 5317.296387
	Iteration 40F: 3 clusters Score -6790462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6790479.000000 Penalty: 5317.296387
	Iteration 41Q: 3 clusters Score -6790479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6790468.000000 Penalty: 5317.296387
	Iteration 42Q: 3 clusters Score -6790468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6790484.000000 Penalty: 5317.296387
	Iteration 43Q: 3 clusters Score -6790484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6790485.500000 Penalty: 5317.296387
	Iteration 44Q: 3 clusters Score -6790486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6790488.500000 Penalty: 5317.296387
	Iteration 45Q: 3 clusters Score -6790488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6790485.000000 Penalty: 5317.296387
	Iteration 46Q: 3 clusters Score -6790485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6790495.000000 Penalty: 5317.296387
	Iteration 47Q: 3 clusters Score -6790495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6790497.500000 Penalty: 5317.296387
	Iteration 48Q: 3 clusters Score -6790498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6790504.000000 Penalty: 5317.296387
	Iteration 49Q: 3 clusters Score -6790504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6790505.000000 Penalty: 5317.296387
	Iteration 50Q: 3 clusters Score -6790505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6790504.500000 Penalty: 5317.296387
	Iteration 51Q: 3 clusters Score -6790504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6790500.500000 Penalty: 5317.296387
	Iteration 52Q: 3 clusters Score -6790500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6790502.000000 Penalty: 5317.296387
	Iteration 53Q: 3 clusters Score -6790502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6790497.000000 Penalty: 5317.296387
	Iteration 54Q: 3 clusters Score -6790497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6790501.500000 Penalty: 5317.296387
	Iteration 55Q: 3 clusters Score -6790502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6790497.000000 Penalty: 5317.296387
	Iteration 56Q: 3 clusters Score -6790497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6790497.000000 Penalty: 5317.296387
	Iteration 57F: 3 clusters Score -6790497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (113263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Entering Unmasked Estep 
Score: -17477872.000000 Penalty: 2886.091797
	Iteration 0F: 2 clusters Score -1.747787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -17407364.000000 Penalty: 5772.183594
	Iteration 0F: 3 clusters Score -1.740736e+07 nChanged 53732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -17439248.000000 Penalty: 5772.183594
	Iteration 1F: 3 clusters Score -1.743925e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -17441630.000000 Penalty: 5772.183594
	Iteration 2Q: 3 clusters Score -1.744163e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -17444990.000000 Penalty: 5772.183594
	Iteration 3F: 3 clusters Score -1.744499e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -17450018.000000 Penalty: 5772.183594
	Iteration 4F: 3 clusters Score -1.745002e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -17456524.000000 Penalty: 5772.183594
	Iteration 5F: 3 clusters Score -1.745652e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -17463608.000000 Penalty: 5772.183594
	Iteration 6F: 3 clusters Score -1.746361e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -17469328.000000 Penalty: 5772.183594
	Iteration 7F: 3 clusters Score -1.746933e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -17472538.000000 Penalty: 5772.183594
	Iteration 8Q: 3 clusters Score -1.747254e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -17474036.000000 Penalty: 5772.183594
	Iteration 9Q: 3 clusters Score -1.747404e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -17474798.000000 Penalty: 5772.183594
	Iteration 10Q: 3 clusters Score -1.74748e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -17475350.000000 Penalty: 5772.183594
	Iteration 11Q: 3 clusters Score -1.747535e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -17475710.000000 Penalty: 5772.183594
	Iteration 12Q: 3 clusters Score -1.747571e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -17475894.000000 Penalty: 5772.183594
	Iteration 13Q: 3 clusters Score -1.747589e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -17476086.000000 Penalty: 5772.183594
	Iteration 14Q: 3 clusters Score -1.747609e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -17476230.000000 Penalty: 5772.183594
	Iteration 15Q: 3 clusters Score -1.747623e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -17476330.000000 Penalty: 5772.183594
	Iteration 16Q: 3 clusters Score -1.747633e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -17476456.000000 Penalty: 5772.183594
	Iteration 17Q: 3 clusters Score -1.747646e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -17476466.000000 Penalty: 5772.183594
	Iteration 18Q: 3 clusters Score -1.747647e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -17476488.000000 Penalty: 5772.183594
	Iteration 19Q: 3 clusters Score -1.747649e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -17476554.000000 Penalty: 5772.183594
	Iteration 20F: 3 clusters Score -1.747655e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -17476574.000000 Penalty: 5772.183594
	Iteration 21Q: 3 clusters Score -1.747657e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -17476560.000000 Penalty: 5772.183594
	Iteration 22Q: 3 clusters Score -1.747656e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -17476526.000000 Penalty: 5772.183594
	Iteration 23Q: 3 clusters Score -1.747653e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -17476530.000000 Penalty: 5772.183594
	Iteration 24Q: 3 clusters Score -1.747653e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -17476542.000000 Penalty: 5772.183594
	Iteration 25Q: 3 clusters Score -1.747654e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -17476584.000000 Penalty: 5772.183594
	Iteration 26Q: 3 clusters Score -1.747658e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -17476504.000000 Penalty: 5772.183594
	Iteration 27Q: 3 clusters Score -1.74765e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -17476508.000000 Penalty: 5772.183594
	Iteration 28Q: 3 clusters Score -1.747651e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -17476504.000000 Penalty: 5772.183594
	Iteration 29Q: 3 clusters Score -1.74765e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -17476514.000000 Penalty: 5772.183594
	Iteration 30Q: 3 clusters Score -1.747651e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -17476560.000000 Penalty: 5772.183594
	Iteration 31Q: 3 clusters Score -1.747656e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -17476542.000000 Penalty: 5772.183594
	Iteration 32Q: 3 clusters Score -1.747654e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -17476564.000000 Penalty: 5772.183594
	Iteration 33Q: 3 clusters Score -1.747656e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -17476548.000000 Penalty: 5772.183594
	Iteration 34Q: 3 clusters Score -1.747655e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -17476462.000000 Penalty: 5772.183594
	Iteration 35Q: 3 clusters Score -1.747646e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -17476444.000000 Penalty: 5772.183594
	Iteration 36Q: 3 clusters Score -1.747644e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -17476416.000000 Penalty: 5772.183594
	Iteration 37Q: 3 clusters Score -1.747642e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -17476394.000000 Penalty: 5772.183594
	Iteration 38Q: 3 clusters Score -1.747639e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -17476386.000000 Penalty: 5772.183594
	Iteration 39Q: 3 clusters Score -1.747639e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -17476342.000000 Penalty: 5772.183594
	Iteration 40F: 3 clusters Score -1.747634e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17476336.000000 Penalty: 5772.183594
	Iteration 41Q: 3 clusters Score -1.747634e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -17476346.000000 Penalty: 5772.183594
	Iteration 42Q: 3 clusters Score -1.747635e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -17476322.000000 Penalty: 5772.183594
	Iteration 43Q: 3 clusters Score -1.747632e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -17476312.000000 Penalty: 5772.183594
	Iteration 44Q: 3 clusters Score -1.747631e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -17476320.000000 Penalty: 5772.183594
	Iteration 45Q: 3 clusters Score -1.747632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -17476302.000000 Penalty: 5772.183594
	Iteration 46Q: 3 clusters Score -1.74763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -17476302.000000 Penalty: 5772.183594
	Iteration 47Q: 3 clusters Score -1.74763e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17476300.000000 Penalty: 5772.183594
	Iteration 48Q: 3 clusters Score -1.74763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110543 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -17476298.000000 Penalty: 5772.183594
	Iteration 49Q: 3 clusters Score -1.74763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -17476300.000000 Penalty: 5772.183594
	Iteration 50Q: 3 clusters Score -1.74763e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -17476258.000000 Penalty: 5772.183594
	Iteration 51Q: 3 clusters Score -1.747626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -17476282.000000 Penalty: 5772.183594
	Iteration 52Q: 3 clusters Score -1.747628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17476276.000000 Penalty: 5772.183594
	Iteration 53Q: 3 clusters Score -1.747628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -17476278.000000 Penalty: 5772.183594
	Iteration 54Q: 3 clusters Score -1.747628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -17476272.000000 Penalty: 5772.183594
	Iteration 55Q: 3 clusters Score -1.747627e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -17476286.000000 Penalty: 5772.183594
	Iteration 56Q: 3 clusters Score -1.747629e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -17476264.000000 Penalty: 5772.183594
	Iteration 57Q: 3 clusters Score -1.747626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -17476254.000000 Penalty: 5772.183594
	Iteration 58Q: 3 clusters Score -1.747625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -17476266.000000 Penalty: 5772.183594
	Iteration 59Q: 3 clusters Score -1.747627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -17476252.000000 Penalty: 5772.183594
	Iteration 60F: 3 clusters Score -1.747625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17476282.000000 Penalty: 5772.183594
	Iteration 61Q: 3 clusters Score -1.747628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17476272.000000 Penalty: 5772.183594
	Iteration 62Q: 3 clusters Score -1.747627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17476290.000000 Penalty: 5772.183594
	Iteration 63Q: 3 clusters Score -1.747629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17476286.000000 Penalty: 5772.183594
	Iteration 64Q: 3 clusters Score -1.747629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17476268.000000 Penalty: 5772.183594
	Iteration 65Q: 3 clusters Score -1.747627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17476268.000000 Penalty: 5772.183594
	Iteration 66Q: 3 clusters Score -1.747627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -17476262.000000 Penalty: 5772.183594
	Iteration 67Q: 3 clusters Score -1.747626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -17476262.000000 Penalty: 5772.183594
	Iteration 68Q: 3 clusters Score -1.747626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17476262.000000 Penalty: 5772.183594
	Iteration 69Q: 3 clusters Score -1.747626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17476272.000000 Penalty: 5772.183594
	Iteration 70Q: 3 clusters Score -1.747627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -17476256.000000 Penalty: 5772.183594
	Iteration 71Q: 3 clusters Score -1.747626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -17476248.000000 Penalty: 5772.183594
	Iteration 72Q: 3 clusters Score -1.747625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111385 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17476252.000000 Penalty: 5772.183594
	Iteration 73Q: 3 clusters Score -1.747625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17476226.000000 Penalty: 5772.183594
	Iteration 74Q: 3 clusters Score -1.747623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17476228.000000 Penalty: 5772.183594
	Iteration 75Q: 3 clusters Score -1.747623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -17476216.000000 Penalty: 5772.183594
	Iteration 76Q: 3 clusters Score -1.747622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17476220.000000 Penalty: 5772.183594
	Iteration 77Q: 3 clusters Score -1.747622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17476216.000000 Penalty: 5772.183594
	Iteration 78Q: 3 clusters Score -1.747622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17476216.000000 Penalty: 5772.183594
	Iteration 79Q: 3 clusters Score -1.747622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17476230.000000 Penalty: 5772.183594
	Iteration 80F: 3 clusters Score -1.747623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17476234.000000 Penalty: 5772.183594
	Iteration 81Q: 3 clusters Score -1.747623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17476250.000000 Penalty: 5772.183594
	Iteration 82Q: 3 clusters Score -1.747625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17476258.000000 Penalty: 5772.183594
	Iteration 83Q: 3 clusters Score -1.747626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17476246.000000 Penalty: 5772.183594
	Iteration 84Q: 3 clusters Score -1.747625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17476270.000000 Penalty: 5772.183594
	Iteration 85Q: 3 clusters Score -1.747627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17476258.000000 Penalty: 5772.183594
	Iteration 86Q: 3 clusters Score -1.747626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -17476250.000000 Penalty: 5772.183594
	Iteration 87Q: 3 clusters Score -1.747625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17476246.000000 Penalty: 5772.183594
	Iteration 88Q: 3 clusters Score -1.747625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17476240.000000 Penalty: 5772.183594
	Iteration 89Q: 3 clusters Score -1.747624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17476236.000000 Penalty: 5772.183594
	Iteration 90Q: 3 clusters Score -1.747624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17476226.000000 Penalty: 5772.183594
	Iteration 91Q: 3 clusters Score -1.747623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -17476226.000000 Penalty: 5772.183594
	Iteration 92Q: 3 clusters Score -1.747623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17476226.000000 Penalty: 5772.183594
	Iteration 93Q: 3 clusters Score -1.747623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17476236.000000 Penalty: 5772.183594
	Iteration 94Q: 3 clusters Score -1.747624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17476248.000000 Penalty: 5772.183594
	Iteration 95Q: 3 clusters Score -1.747625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -17476246.000000 Penalty: 5772.183594
	Iteration 96Q: 3 clusters Score -1.747625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17476254.000000 Penalty: 5772.183594
	Iteration 97Q: 3 clusters Score -1.747625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17476254.000000 Penalty: 5772.183594
	Iteration 98F: 3 clusters Score -1.747625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Entering Unmasked Estep 
Score: -8154119.500000 Penalty: 2703.211914
	Iteration 0F: 2 clusters Score -8154120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -8117599.000000 Penalty: 5406.423828
	Iteration 0F: 3 clusters Score -8117599 nChanged 25213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8131865.500000 Penalty: 5406.423828
	Iteration 1F: 3 clusters Score -8131866 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -8132696.500000 Penalty: 5406.423828
	Iteration 2Q: 3 clusters Score -8132696 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -8133927.000000 Penalty: 5406.423828
	Iteration 3Q: 3 clusters Score -8133927 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -8135710.000000 Penalty: 5406.423828
	Iteration 4F: 3 clusters Score -8135710 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -8138528.000000 Penalty: 5406.423828
	Iteration 5F: 3 clusters Score -8138528 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8142059.500000 Penalty: 5406.423828
	Iteration 6F: 3 clusters Score -8142060 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8145614.500000 Penalty: 5406.423828
	Iteration 7F: 3 clusters Score -8145614 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -8148451.000000 Penalty: 5406.423828
	Iteration 8F: 3 clusters Score -8148451 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -8150186.000000 Penalty: 5406.423828
	Iteration 9Q: 3 clusters Score -8150186 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -8150982.000000 Penalty: 5406.423828
	Iteration 10Q: 3 clusters Score -8150982 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -8151284.000000 Penalty: 5406.423828
	Iteration 11Q: 3 clusters Score -8151284 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -8151459.500000 Penalty: 5406.423828
	Iteration 12Q: 3 clusters Score -8151460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -8151560.500000 Penalty: 5406.423828
	Iteration 13Q: 3 clusters Score -8151560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -8151608.500000 Penalty: 5406.423828
	Iteration 14Q: 3 clusters Score -8151608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -8151655.500000 Penalty: 5406.423828
	Iteration 15Q: 3 clusters Score -8151656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -8151672.500000 Penalty: 5406.423828
	Iteration 16Q: 3 clusters Score -8151672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -8151701.000000 Penalty: 5406.423828
	Iteration 17Q: 3 clusters Score -8151701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -8151713.000000 Penalty: 5406.423828
	Iteration 18Q: 3 clusters Score -8151713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -8151730.000000 Penalty: 5406.423828
	Iteration 19Q: 3 clusters Score -8151730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -8151740.000000 Penalty: 5406.423828
	Iteration 20F: 3 clusters Score -8151740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -8151756.000000 Penalty: 5406.423828
	Iteration 21Q: 3 clusters Score -8151756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -8151774.500000 Penalty: 5406.423828
	Iteration 22Q: 3 clusters Score -8151774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -8151775.000000 Penalty: 5406.423828
	Iteration 23Q: 3 clusters Score -8151775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -8151778.500000 Penalty: 5406.423828
	Iteration 24Q: 3 clusters Score -8151778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -8151791.000000 Penalty: 5406.423828
	Iteration 25Q: 3 clusters Score -8151791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -8151800.000000 Penalty: 5406.423828
	Iteration 26Q: 3 clusters Score -8151800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -8151804.500000 Penalty: 5406.423828
	Iteration 27Q: 3 clusters Score -8151804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -8151816.500000 Penalty: 5406.423828
	Iteration 28Q: 3 clusters Score -8151816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -8151820.500000 Penalty: 5406.423828
	Iteration 29Q: 3 clusters Score -8151820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -8151817.500000 Penalty: 5406.423828
	Iteration 30Q: 3 clusters Score -8151818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -8151817.500000 Penalty: 5406.423828
	Iteration 31F: 3 clusters Score -8151818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133913.031250 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133913 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134379.390625 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134379.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134683.640625 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134683.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134918.906250 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134918.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135090.609375 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -135090.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135214.859375 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -135214.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135344.562500 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135344.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135480.140625 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135529.906250 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135559.734375 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135580.281250 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135591.125000 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135598.296875 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135604.453125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135604.453125 Penalty: 3416.731934
	Iteration 14F: 3 clusters Score -135604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -788505.875000 Penalty: 2129.506348
	Iteration 0F: 2 clusters Score -788505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -783821.500000 Penalty: 4259.012695
	Iteration 0F: 3 clusters Score -783821.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -785018.625000 Penalty: 4259.012695
	Iteration 1F: 3 clusters Score -785018.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -785284.937500 Penalty: 4259.012695
	Iteration 2F: 3 clusters Score -785284.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -785487.125000 Penalty: 4259.012695
	Iteration 3F: 3 clusters Score -785487.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -785723.125000 Penalty: 4259.012695
	Iteration 4F: 3 clusters Score -785723.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -785963.875000 Penalty: 4259.012695
	Iteration 5Q: 3 clusters Score -785963.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -786227.187500 Penalty: 4259.012695
	Iteration 6F: 3 clusters Score -786227.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -786539.000000 Penalty: 4259.012695
	Iteration 7F: 3 clusters Score -786539 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -786820.875000 Penalty: 4259.012695
	Iteration 8F: 3 clusters Score -786820.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -787040.625000 Penalty: 4259.012695
	Iteration 9Q: 3 clusters Score -787040.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -787185.312500 Penalty: 4259.012695
	Iteration 10Q: 3 clusters Score -787185.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -787281.875000 Penalty: 4259.012695
	Iteration 11Q: 3 clusters Score -787281.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -787337.062500 Penalty: 4259.012695
	Iteration 12Q: 3 clusters Score -787337.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -787391.687500 Penalty: 4259.012695
	Iteration 13Q: 3 clusters Score -787391.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -787445.875000 Penalty: 4259.012695
	Iteration 14Q: 3 clusters Score -787445.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -787474.625000 Penalty: 4259.012695
	Iteration 15Q: 3 clusters Score -787474.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -787493.250000 Penalty: 4259.012695
	Iteration 16Q: 3 clusters Score -787493.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -787514.937500 Penalty: 4259.012695
	Iteration 17Q: 3 clusters Score -787514.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -787535.562500 Penalty: 4259.012695
	Iteration 18Q: 3 clusters Score -787535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -787554.187500 Penalty: 4259.012695
	Iteration 19Q: 3 clusters Score -787554.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -787566.062500 Penalty: 4259.012695
	Iteration 20F: 3 clusters Score -787566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -787571.625000 Penalty: 4259.012695
	Iteration 21Q: 3 clusters Score -787571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -787578.562500 Penalty: 4259.012695
	Iteration 22Q: 3 clusters Score -787578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -787585.625000 Penalty: 4259.012695
	Iteration 23Q: 3 clusters Score -787585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -787586.937500 Penalty: 4259.012695
	Iteration 24Q: 3 clusters Score -787586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -787590.875000 Penalty: 4259.012695
	Iteration 25Q: 3 clusters Score -787590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -787591.562500 Penalty: 4259.012695
	Iteration 26Q: 3 clusters Score -787591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -787591.062500 Penalty: 4259.012695
	Iteration 27Q: 3 clusters Score -787591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -787591.062500 Penalty: 4259.012695
	Iteration 28F: 3 clusters Score -787591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Entering Unmasked Estep 
Score: -15790120.000000 Penalty: 2861.510498
	Iteration 0F: 2 clusters Score -1.579012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -15725986.000000 Penalty: 5723.020996
	Iteration 0F: 3 clusters Score -1.572599e+07 nChanged 48566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -15753978.000000 Penalty: 5723.020996
	Iteration 1F: 3 clusters Score -1.575398e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -15754714.000000 Penalty: 5723.020996
	Iteration 2Q: 3 clusters Score -1.575471e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -15755608.000000 Penalty: 5723.020996
	Iteration 3Q: 3 clusters Score -1.575561e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -15756922.000000 Penalty: 5723.020996
	Iteration 4Q: 3 clusters Score -1.575692e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -15758630.000000 Penalty: 5723.020996
	Iteration 5Q: 3 clusters Score -1.575863e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -15761193.000000 Penalty: 5723.020996
	Iteration 6F: 3 clusters Score -1.576119e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -15764578.000000 Penalty: 5723.020996
	Iteration 7F: 3 clusters Score -1.576458e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -15768244.000000 Penalty: 5723.020996
	Iteration 8F: 3 clusters Score -1.576824e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -15772246.000000 Penalty: 5723.020996
	Iteration 9F: 3 clusters Score -1.577225e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -15776233.000000 Penalty: 5723.020996
	Iteration 10F: 3 clusters Score -1.577623e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -15779370.000000 Penalty: 5723.020996
	Iteration 11Q: 3 clusters Score -1.577937e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -15781374.000000 Penalty: 5723.020996
	Iteration 12Q: 3 clusters Score -1.578137e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -15782512.000000 Penalty: 5723.020996
	Iteration 13Q: 3 clusters Score -1.578251e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -15783285.000000 Penalty: 5723.020996
	Iteration 14Q: 3 clusters Score -1.578328e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -15783951.000000 Penalty: 5723.020996
	Iteration 15Q: 3 clusters Score -1.578395e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -15784548.000000 Penalty: 5723.020996
	Iteration 16Q: 3 clusters Score -1.578455e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -15785114.000000 Penalty: 5723.020996
	Iteration 17Q: 3 clusters Score -1.578511e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -15785616.000000 Penalty: 5723.020996
	Iteration 18Q: 3 clusters Score -1.578562e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -15786131.000000 Penalty: 5723.020996
	Iteration 19Q: 3 clusters Score -1.578613e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -15786639.000000 Penalty: 5723.020996
	Iteration 20F: 3 clusters Score -1.578664e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -15787074.000000 Penalty: 5723.020996
	Iteration 21Q: 3 clusters Score -1.578707e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -15787477.000000 Penalty: 5723.020996
	Iteration 22Q: 3 clusters Score -1.578748e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -15787861.000000 Penalty: 5723.020996
	Iteration 23Q: 3 clusters Score -1.578786e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -15788275.000000 Penalty: 5723.020996
	Iteration 24Q: 3 clusters Score -1.578828e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -15788613.000000 Penalty: 5723.020996
	Iteration 25Q: 3 clusters Score -1.578861e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -15788912.000000 Penalty: 5723.020996
	Iteration 26Q: 3 clusters Score -1.578891e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -15789148.000000 Penalty: 5723.020996
	Iteration 27Q: 3 clusters Score -1.578915e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -15789385.000000 Penalty: 5723.020996
	Iteration 28Q: 3 clusters Score -1.578938e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -15789489.000000 Penalty: 5723.020996
	Iteration 29Q: 3 clusters Score -1.578949e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -15789532.000000 Penalty: 5723.020996
	Iteration 30Q: 3 clusters Score -1.578953e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -15789438.000000 Penalty: 5723.020996
	Iteration 31Q: 3 clusters Score -1.578944e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -15789391.000000 Penalty: 5723.020996
	Iteration 32Q: 3 clusters Score -1.578939e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -15789359.000000 Penalty: 5723.020996
	Iteration 33Q: 3 clusters Score -1.578936e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -15789322.000000 Penalty: 5723.020996
	Iteration 34Q: 3 clusters Score -1.578932e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -15789281.000000 Penalty: 5723.020996
	Iteration 35Q: 3 clusters Score -1.578928e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -15789267.000000 Penalty: 5723.020996
	Iteration 36Q: 3 clusters Score -1.578927e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -15789276.000000 Penalty: 5723.020996
	Iteration 37Q: 3 clusters Score -1.578928e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -15789240.000000 Penalty: 5723.020996
	Iteration 38Q: 3 clusters Score -1.578924e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -15789163.000000 Penalty: 5723.020996
	Iteration 39Q: 3 clusters Score -1.578916e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -15789181.000000 Penalty: 5723.020996
	Iteration 40F: 3 clusters Score -1.578918e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -15789153.000000 Penalty: 5723.020996
	Iteration 41Q: 3 clusters Score -1.578915e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -15789107.000000 Penalty: 5723.020996
	Iteration 42Q: 3 clusters Score -1.578911e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -15789072.000000 Penalty: 5723.020996
	Iteration 43Q: 3 clusters Score -1.578907e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15789042.000000 Penalty: 5723.020996
	Iteration 44Q: 3 clusters Score -1.578904e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15789026.000000 Penalty: 5723.020996
	Iteration 45Q: 3 clusters Score -1.578903e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100557 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -15788995.000000 Penalty: 5723.020996
	Iteration 46Q: 3 clusters Score -1.5789e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -15788956.000000 Penalty: 5723.020996
	Iteration 47Q: 3 clusters Score -1.578896e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15788977.000000 Penalty: 5723.020996
	Iteration 48Q: 3 clusters Score -1.578898e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -15789003.000000 Penalty: 5723.020996
	Iteration 49Q: 3 clusters Score -1.5789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -15788978.000000 Penalty: 5723.020996
	Iteration 50Q: 3 clusters Score -1.578898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15788973.000000 Penalty: 5723.020996
	Iteration 51Q: 3 clusters Score -1.578897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15788968.000000 Penalty: 5723.020996
	Iteration 52Q: 3 clusters Score -1.578897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15788972.000000 Penalty: 5723.020996
	Iteration 53Q: 3 clusters Score -1.578897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15788968.000000 Penalty: 5723.020996
	Iteration 54Q: 3 clusters Score -1.578897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15788970.000000 Penalty: 5723.020996
	Iteration 55Q: 3 clusters Score -1.578897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15788945.000000 Penalty: 5723.020996
	Iteration 56Q: 3 clusters Score -1.578894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15788952.000000 Penalty: 5723.020996
	Iteration 57Q: 3 clusters Score -1.578895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15788955.000000 Penalty: 5723.020996
	Iteration 58Q: 3 clusters Score -1.578896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15788926.000000 Penalty: 5723.020996
	Iteration 59Q: 3 clusters Score -1.578893e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101073 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15788895.000000 Penalty: 5723.020996
	Iteration 60F: 3 clusters Score -1.57889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15788889.000000 Penalty: 5723.020996
	Iteration 61Q: 3 clusters Score -1.578889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15788876.000000 Penalty: 5723.020996
	Iteration 62Q: 3 clusters Score -1.578888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15788902.000000 Penalty: 5723.020996
	Iteration 63Q: 3 clusters Score -1.57889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15788902.000000 Penalty: 5723.020996
	Iteration 64Q: 3 clusters Score -1.57889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15788924.000000 Penalty: 5723.020996
	Iteration 65Q: 3 clusters Score -1.578892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15788914.000000 Penalty: 5723.020996
	Iteration 66Q: 3 clusters Score -1.578891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15788910.000000 Penalty: 5723.020996
	Iteration 67Q: 3 clusters Score -1.578891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15788905.000000 Penalty: 5723.020996
	Iteration 68Q: 3 clusters Score -1.57889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15788919.000000 Penalty: 5723.020996
	Iteration 69Q: 3 clusters Score -1.578892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15788924.000000 Penalty: 5723.020996
	Iteration 70Q: 3 clusters Score -1.578892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15788932.000000 Penalty: 5723.020996
	Iteration 71Q: 3 clusters Score -1.578893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15788914.000000 Penalty: 5723.020996
	Iteration 72Q: 3 clusters Score -1.578891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15788923.000000 Penalty: 5723.020996
	Iteration 73Q: 3 clusters Score -1.578892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15788926.000000 Penalty: 5723.020996
	Iteration 74Q: 3 clusters Score -1.578893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15788923.000000 Penalty: 5723.020996
	Iteration 75Q: 3 clusters Score -1.578892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15788917.000000 Penalty: 5723.020996
	Iteration 76Q: 3 clusters Score -1.578892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15788922.000000 Penalty: 5723.020996
	Iteration 77Q: 3 clusters Score -1.578892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15788922.000000 Penalty: 5723.020996
	Iteration 78Q: 3 clusters Score -1.578892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -15788899.000000 Penalty: 5723.020996
	Iteration 79Q: 3 clusters Score -1.57889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15788905.000000 Penalty: 5723.020996
	Iteration 80F: 3 clusters Score -1.57889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15788904.000000 Penalty: 5723.020996
	Iteration 81Q: 3 clusters Score -1.57889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15788912.000000 Penalty: 5723.020996
	Iteration 82Q: 3 clusters Score -1.578891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15788904.000000 Penalty: 5723.020996
	Iteration 83Q: 3 clusters Score -1.57889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15788904.000000 Penalty: 5723.020996
	Iteration 84Q: 3 clusters Score -1.57889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15788896.000000 Penalty: 5723.020996
	Iteration 85Q: 3 clusters Score -1.57889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15788901.000000 Penalty: 5723.020996
	Iteration 86Q: 3 clusters Score -1.57889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15788897.000000 Penalty: 5723.020996
	Iteration 87Q: 3 clusters Score -1.57889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15788912.000000 Penalty: 5723.020996
	Iteration 88Q: 3 clusters Score -1.578891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15788903.000000 Penalty: 5723.020996
	Iteration 89Q: 3 clusters Score -1.57889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15788903.000000 Penalty: 5723.020996
	Iteration 90F: 3 clusters Score -1.57889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -113178.031250 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -113178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111372.078125 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111372.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111725.156250 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111725.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111861.414062 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111926.015625 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111978.585938 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111978.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112044.960938 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -112045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112149.125000 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -112149.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112300.273438 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112300.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112554.679688 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112554.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112675.515625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112675.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112719.390625 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112760.390625 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112789.406250 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112821.414062 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112831.828125 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112839.656250 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112849.539062 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112857.812500 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112859.531250 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112860.492188 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112860.492188 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 75408 members 
Mstep: Class 5 contains 101402 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 31753 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 110445 members 
Mstep: Class 13 contains 30609 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 101566 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 33713 members 
Mstep: Class 18 contains 45268 members 
Mstep: Class 19 contains 113263 members 
Mstep: Class 20 contains 54179 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5360 members 
Mstep: Class 23 contains 102575 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776128.000000 Penalty: 85112.554688
Iteration 119Q: 26 clusters Score -1.377761e+08 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 25184 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 74682 members 
Mstep: Class 5 contains 101597 members 
Mstep: Class 6 contains 11616 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 42334 members 
Mstep: Class 12 contains 110292 members 
Mstep: Class 13 contains 30536 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 101428 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 34711 members 
Mstep: Class 18 contains 45078 members 
Mstep: Class 19 contains 113052 members 
Mstep: Class 20 contains 54051 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 102613 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776864.000000 Penalty: 85112.554688
Iteration 120F: 26 clusters Score -1.377769e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25358 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 73822 members 
Mstep: Class 5 contains 101801 members 
Mstep: Class 6 contains 11654 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31779 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 42417 members 
Mstep: Class 12 contains 110158 members 
Mstep: Class 13 contains 30457 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 101224 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 35897 members 
Mstep: Class 18 contains 44905 members 
Mstep: Class 19 contains 112876 members 
Mstep: Class 20 contains 53950 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 102635 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778368.000000 Penalty: 85112.554688
Iteration 121Q: 26 clusters Score -1.377784e+08 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 25470 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 73013 members 
Mstep: Class 5 contains 102080 members 
Mstep: Class 6 contains 11664 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31791 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 42483 members 
Mstep: Class 12 contains 109995 members 
Mstep: Class 13 contains 30391 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 101061 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 37002 members 
Mstep: Class 18 contains 44745 members 
Mstep: Class 19 contains 112704 members 
Mstep: Class 20 contains 53835 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 102627 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 122Q: 26 clusters Score -1.377789e+08 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 72321 members 
Mstep: Class 5 contains 102302 members 
Mstep: Class 6 contains 11687 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 42555 members 
Mstep: Class 12 contains 109857 members 
Mstep: Class 13 contains 30324 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 100944 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 38061 members 
Mstep: Class 18 contains 44586 members 
Mstep: Class 19 contains 112421 members 
Mstep: Class 20 contains 53731 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 102630 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779440.000000 Penalty: 85112.554688
Iteration 123Q: 26 clusters Score -1.377794e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 71691 members 
Mstep: Class 5 contains 102469 members 
Mstep: Class 6 contains 11709 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31809 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 42627 members 
Mstep: Class 12 contains 109691 members 
Mstep: Class 13 contains 30262 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 100810 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 39129 members 
Mstep: Class 18 contains 44461 members 
Mstep: Class 19 contains 112132 members 
Mstep: Class 20 contains 53628 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 102682 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780224.000000 Penalty: 85112.554688
Iteration 124Q: 26 clusters Score -1.377802e+08 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 25752 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 71086 members 
Mstep: Class 5 contains 102722 members 
Mstep: Class 6 contains 11740 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7590 members 
Mstep: Class 11 contains 42643 members 
Mstep: Class 12 contains 109459 members 
Mstep: Class 13 contains 30200 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 100703 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 40141 members 
Mstep: Class 18 contains 44338 members 
Mstep: Class 19 contains 111923 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 102746 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780528.000000 Penalty: 85112.554688
Iteration 125Q: 26 clusters Score -1.377805e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25813 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 70578 members 
Mstep: Class 5 contains 102933 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 42661 members 
Mstep: Class 12 contains 109277 members 
Mstep: Class 13 contains 30130 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 100612 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 41091 members 
Mstep: Class 18 contains 44221 members 
Mstep: Class 19 contains 111707 members 
Mstep: Class 20 contains 53347 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 102770 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780832.000000 Penalty: 85112.554688
Iteration 126Q: 26 clusters Score -1.377808e+08 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25878 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 70151 members 
Mstep: Class 5 contains 103203 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31813 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 42684 members 
Mstep: Class 12 contains 109078 members 
Mstep: Class 13 contains 30064 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 100492 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 41907 members 
Mstep: Class 18 contains 44135 members 
Mstep: Class 19 contains 111483 members 
Mstep: Class 20 contains 53199 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 102772 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781344.000000 Penalty: 85112.554688
Iteration 127Q: 26 clusters Score -1.377813e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 69757 members 
Mstep: Class 5 contains 103588 members 
Mstep: Class 6 contains 11838 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 31840 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 42742 members 
Mstep: Class 12 contains 108921 members 
Mstep: Class 13 contains 30015 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 100363 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 42616 members 
Mstep: Class 18 contains 44050 members 
Mstep: Class 19 contains 111193 members 
Mstep: Class 20 contains 53015 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 102747 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781440.000000 Penalty: 85112.554688
Iteration 128Q: 26 clusters Score -1.377814e+08 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 25979 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 69423 members 
Mstep: Class 5 contains 103878 members 
Mstep: Class 6 contains 11873 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 31871 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 12 contains 108846 members 
Mstep: Class 13 contains 29966 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 100263 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 43279 members 
Mstep: Class 18 contains 43963 members 
Mstep: Class 19 contains 110907 members 
Mstep: Class 20 contains 52833 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 102736 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781632.000000 Penalty: 85112.554688
Iteration 129Q: 26 clusters Score -1.377816e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 26019 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 69124 members 
Mstep: Class 5 contains 104121 members 
Mstep: Class 6 contains 11906 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 108725 members 
Mstep: Class 13 contains 29924 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 100229 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 43888 members 
Mstep: Class 19 contains 110697 members 
Mstep: Class 20 contains 52671 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 102700 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781584.000000 Penalty: 85112.554688
Iteration 130Q: 26 clusters Score -1.377816e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 26081 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 68853 members 
Mstep: Class 5 contains 104254 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7663 members 
Mstep: Class 11 contains 42820 members 
Mstep: Class 12 contains 108623 members 
Mstep: Class 13 contains 29878 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 100162 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 44473 members 
Mstep: Class 18 contains 43817 members 
Mstep: Class 19 contains 110588 members 
Mstep: Class 20 contains 52522 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 102641 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781872.000000 Penalty: 85112.554688
Iteration 131Q: 26 clusters Score -1.377819e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 26136 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 68590 members 
Mstep: Class 5 contains 104430 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 42876 members 
Mstep: Class 12 contains 108472 members 
Mstep: Class 13 contains 29832 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 100114 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 45016 members 
Mstep: Class 18 contains 43748 members 
Mstep: Class 19 contains 110478 members 
Mstep: Class 20 contains 52403 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5483 members 
Mstep: Class 23 contains 102561 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782064.000000 Penalty: 85112.554688
Iteration 132Q: 26 clusters Score -1.377821e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 26190 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 68371 members 
Mstep: Class 5 contains 104577 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 31882 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 42916 members 
Mstep: Class 12 contains 108323 members 
Mstep: Class 13 contains 29786 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 100054 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 45532 members 
Mstep: Class 18 contains 43687 members 
Mstep: Class 19 contains 110354 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 102523 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782768.000000 Penalty: 85112.554688
Iteration 133Q: 26 clusters Score -1.377828e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 26230 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 68135 members 
Mstep: Class 5 contains 104718 members 
Mstep: Class 6 contains 12010 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 31869 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 42971 members 
Mstep: Class 12 contains 108162 members 
Mstep: Class 13 contains 29745 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 100053 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 46019 members 
Mstep: Class 18 contains 43642 members 
Mstep: Class 19 contains 110242 members 
Mstep: Class 20 contains 52199 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 102473 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783040.000000 Penalty: 85112.554688
Iteration 134Q: 26 clusters Score -1.37783e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 26277 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 67895 members 
Mstep: Class 5 contains 104913 members 
Mstep: Class 6 contains 12023 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 42997 members 
Mstep: Class 12 contains 108010 members 
Mstep: Class 13 contains 29716 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 100048 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 46495 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 110158 members 
Mstep: Class 20 contains 52087 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102415 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783120.000000 Penalty: 85112.554688
Iteration 135Q: 26 clusters Score -1.377831e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 26310 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 67699 members 
Mstep: Class 5 contains 105120 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31842 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 11 contains 43016 members 
Mstep: Class 12 contains 107846 members 
Mstep: Class 13 contains 29698 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 99997 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 46912 members 
Mstep: Class 18 contains 43515 members 
Mstep: Class 19 contains 110119 members 
Mstep: Class 20 contains 51972 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 102355 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782880.000000 Penalty: 85112.554688
Iteration 136Q: 26 clusters Score -1.377829e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 26339 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 67496 members 
Mstep: Class 5 contains 105273 members 
Mstep: Class 6 contains 12041 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31835 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 43029 members 
Mstep: Class 12 contains 107722 members 
Mstep: Class 13 contains 29673 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 100002 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 47263 members 
Mstep: Class 18 contains 43470 members 
Mstep: Class 19 contains 110106 members 
Mstep: Class 20 contains 51873 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 102305 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782736.000000 Penalty: 85112.554688
Iteration 137Q: 26 clusters Score -1.377827e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 26371 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 67329 members 
Mstep: Class 5 contains 105453 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31840 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 107610 members 
Mstep: Class 13 contains 29643 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 99958 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 47597 members 
Mstep: Class 18 contains 43442 members 
Mstep: Class 19 contains 110062 members 
Mstep: Class 20 contains 51793 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5499 members 
Mstep: Class 23 contains 102249 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782960.000000 Penalty: 85112.554688
Iteration 138Q: 26 clusters Score -1.37783e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 26404 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 67176 members 
Mstep: Class 5 contains 105657 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31819 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 43040 members 
Mstep: Class 12 contains 107466 members 
Mstep: Class 13 contains 29615 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 99932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 47899 members 
Mstep: Class 18 contains 43410 members 
Mstep: Class 19 contains 110043 members 
Mstep: Class 20 contains 51702 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 102188 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783312.000000 Penalty: 85112.554688
Iteration 139Q: 26 clusters Score -1.377833e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 26424 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 67018 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31812 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7737 members 
Mstep: Class 11 contains 43048 members 
Mstep: Class 12 contains 107335 members 
Mstep: Class 13 contains 29591 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99862 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 48155 members 
Mstep: Class 18 contains 43375 members 
Mstep: Class 19 contains 110013 members 
Mstep: Class 20 contains 51633 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 102159 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783552.000000 Penalty: 85112.554688
Iteration 140F: 26 clusters Score -1.377836e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 26440 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 66847 members 
Mstep: Class 5 contains 106165 members 
Mstep: Class 6 contains 12078 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 43054 members 
Mstep: Class 12 contains 107216 members 
Mstep: Class 13 contains 29570 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99818 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 48382 members 
Mstep: Class 18 contains 43350 members 
Mstep: Class 19 contains 109930 members 
Mstep: Class 20 contains 51572 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 102153 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783728.000000 Penalty: 85112.554688
Iteration 141Q: 26 clusters Score -1.377837e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 26462 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 66692 members 
Mstep: Class 5 contains 106461 members 
Mstep: Class 6 contains 12095 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 31794 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 43057 members 
Mstep: Class 12 contains 107088 members 
Mstep: Class 13 contains 29546 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 99779 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 48600 members 
Mstep: Class 18 contains 43319 members 
Mstep: Class 19 contains 109829 members 
Mstep: Class 20 contains 51518 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 102127 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784144.000000 Penalty: 85112.554688
Iteration 142Q: 26 clusters Score -1.377841e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 26474 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 66545 members 
Mstep: Class 5 contains 106822 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 43056 members 
Mstep: Class 12 contains 106939 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 99726 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 48796 members 
Mstep: Class 18 contains 43290 members 
Mstep: Class 19 contains 109731 members 
Mstep: Class 20 contains 51446 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 102117 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784384.000000 Penalty: 85112.554688
Iteration 143Q: 26 clusters Score -1.377844e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 26506 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 66419 members 
Mstep: Class 5 contains 107187 members 
Mstep: Class 6 contains 12120 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 31783 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 106780 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 99630 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 48957 members 
Mstep: Class 18 contains 43270 members 
Mstep: Class 19 contains 109617 members 
Mstep: Class 20 contains 51400 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 102117 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
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Score: -137784560.000000 Penalty: 85112.554688
Iteration 144Q: 26 clusters Score -1.377846e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 66317 members 
Mstep: Class 5 contains 107605 members 
Mstep: Class 6 contains 12115 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 31774 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 43091 members 
Mstep: Class 12 contains 106691 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 99571 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49103 members 
Mstep: Class 18 contains 43248 members 
Mstep: Class 19 contains 109405 members 
Mstep: Class 20 contains 51329 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 102079 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
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Score: -137784560.000000 Penalty: 85112.554688
Iteration 145Q: 26 clusters Score -1.377846e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 26544 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 66224 members 
Mstep: Class 5 contains 107958 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7762 members 
Mstep: Class 11 contains 43098 members 
Mstep: Class 12 contains 106652 members 
Mstep: Class 13 contains 29485 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 99521 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49237 members 
Mstep: Class 18 contains 43222 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 51268 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5510 members 
Mstep: Class 23 contains 102033 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
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Score: -137784960.000000 Penalty: 85112.554688
Iteration 146Q: 26 clusters Score -1.37785e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 26555 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 66135 members 
Mstep: Class 5 contains 108336 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 43113 members 
Mstep: Class 12 contains 106549 members 
Mstep: Class 13 contains 29475 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 99480 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49356 members 
Mstep: Class 18 contains 43206 members 
Mstep: Class 19 contains 109025 members 
Mstep: Class 20 contains 51213 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 102017 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785424.000000 Penalty: 85112.554688
Iteration 147Q: 26 clusters Score -1.377854e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 26569 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 66037 members 
Mstep: Class 5 contains 108700 members 
Mstep: Class 6 contains 12112 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7766 members 
Mstep: Class 11 contains 43122 members 
Mstep: Class 12 contains 106420 members 
Mstep: Class 13 contains 29459 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 99461 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49469 members 
Mstep: Class 18 contains 43193 members 
Mstep: Class 19 contains 108883 members 
Mstep: Class 20 contains 51152 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 101991 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785376.000000 Penalty: 85112.554688
Iteration 148Q: 26 clusters Score -1.377854e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 26590 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65980 members 
Mstep: Class 5 contains 108919 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7768 members 
Mstep: Class 11 contains 43110 members 
Mstep: Class 12 contains 106377 members 
Mstep: Class 13 contains 29441 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99443 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49581 members 
Mstep: Class 18 contains 43180 members 
Mstep: Class 19 contains 108773 members 
Mstep: Class 20 contains 51099 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 101956 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785264.000000 Penalty: 85112.554688
Iteration 149Q: 26 clusters Score -1.377853e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 26607 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 65922 members 
Mstep: Class 5 contains 109051 members 
Mstep: Class 6 contains 12124 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31784 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 43103 members 
Mstep: Class 12 contains 106345 members 
Mstep: Class 13 contains 29424 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 99436 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49671 members 
Mstep: Class 18 contains 43169 members 
Mstep: Class 19 contains 108706 members 
Mstep: Class 20 contains 51079 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 101918 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785520.000000 Penalty: 85112.554688
Iteration 150Q: 26 clusters Score -1.377855e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 26618 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 65833 members 
Mstep: Class 5 contains 109162 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31772 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 43104 members 
Mstep: Class 12 contains 106286 members 
Mstep: Class 13 contains 29422 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 99442 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49751 members 
Mstep: Class 18 contains 43152 members 
Mstep: Class 19 contains 108706 members 
Mstep: Class 20 contains 51065 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5521 members 
Mstep: Class 23 contains 101905 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785104.000000 Penalty: 85112.554688
Iteration 151Q: 26 clusters Score -1.377851e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 26618 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65752 members 
Mstep: Class 5 contains 109162 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 31774 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7768 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 106275 members 
Mstep: Class 13 contains 29417 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99454 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49822 members 
Mstep: Class 18 contains 43129 members 
Mstep: Class 19 contains 108783 members 
Mstep: Class 20 contains 51028 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5521 members 
Mstep: Class 23 contains 101909 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785088.000000 Penalty: 85112.554688
Iteration 152Q: 26 clusters Score -1.377851e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 26627 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 65700 members 
Mstep: Class 5 contains 109108 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 43077 members 
Mstep: Class 12 contains 106247 members 
Mstep: Class 13 contains 29408 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 99477 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 18 contains 43113 members 
Mstep: Class 19 contains 108913 members 
Mstep: Class 20 contains 50984 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 101901 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784944.000000 Penalty: 85112.554688
Iteration 153Q: 26 clusters Score -1.377849e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 26639 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 65649 members 
Mstep: Class 5 contains 108977 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 43068 members 
Mstep: Class 12 contains 106238 members 
Mstep: Class 13 contains 29404 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99501 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 49938 members 
Mstep: Class 18 contains 43100 members 
Mstep: Class 19 contains 109031 members 
Mstep: Class 20 contains 50970 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 101911 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784608.000000 Penalty: 85112.554688
Iteration 154Q: 26 clusters Score -1.377846e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 26637 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 65592 members 
Mstep: Class 5 contains 108883 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7772 members 
Mstep: Class 11 contains 43069 members 
Mstep: Class 12 contains 106250 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99482 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50008 members 
Mstep: Class 18 contains 43084 members 
Mstep: Class 19 contains 109125 members 
Mstep: Class 20 contains 50949 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 101948 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784800.000000 Penalty: 85112.554688
Iteration 155Q: 26 clusters Score -1.377848e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 26646 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 65533 members 
Mstep: Class 5 contains 108770 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 12 contains 106218 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99495 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50077 members 
Mstep: Class 18 contains 43068 members 
Mstep: Class 19 contains 109266 members 
Mstep: Class 20 contains 50928 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 101961 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785024.000000 Penalty: 85112.554688
Iteration 156Q: 26 clusters Score -1.37785e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 65497 members 
Mstep: Class 5 contains 108669 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 31790 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7775 members 
Mstep: Class 11 contains 43062 members 
Mstep: Class 12 contains 106233 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99531 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50138 members 
Mstep: Class 18 contains 43048 members 
Mstep: Class 19 contains 109306 members 
Mstep: Class 20 contains 50927 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 101960 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785056.000000 Penalty: 85112.554688
Iteration 157Q: 26 clusters Score -1.377851e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 26683 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 65477 members 
Mstep: Class 5 contains 108597 members 
Mstep: Class 6 contains 12131 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 31798 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 43068 members 
Mstep: Class 12 contains 106209 members 
Mstep: Class 13 contains 29389 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99564 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50210 members 
Mstep: Class 18 contains 43022 members 
Mstep: Class 19 contains 109282 members 
Mstep: Class 20 contains 50925 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 101987 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785264.000000 Penalty: 85112.554688
Iteration 158Q: 26 clusters Score -1.377853e+08 nChanged 2054
Entering ConstructFrom: 
Score: -137785264.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1698048.125000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1698048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1688908.375000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1688908 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1692165.750000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1692166 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1693148.000000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1693148 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1694209.250000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1694209 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1695217.375000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1695217 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1696071.250000 Penalty: 4676.342285
	Iteration 5F: 3 clusters Score -1696071 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1696649.875000 Penalty: 4676.342285
	Iteration 6F: 3 clusters Score -1696650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1697037.500000 Penalty: 4676.342285
	Iteration 7Q: 3 clusters Score -1697038 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1697279.875000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1697280 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1697434.750000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1697435 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1697540.625000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1697541 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1697602.750000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1697603 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1697664.000000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1697664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1697709.125000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1697709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1697746.375000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1697746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1697781.250000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1697781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1697801.375000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1697801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1697805.375000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1697805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1697813.750000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1697814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1697822.625000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1697823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1697828.750000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1697829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1697830.250000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1697830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1697828.750000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1697829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1697828.375000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1697828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1697832.625000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1697833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1697831.875000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1697832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1697836.875000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1697837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1697835.625000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1697836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1697833.625000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1697834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1697835.750000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1697836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1697838.000000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1697838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1697835.125000 Penalty: 4676.342285
	Iteration 31Q: 3 clusters Score -1697835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1697837.000000 Penalty: 4676.342285
	Iteration 32Q: 3 clusters Score -1697837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1697839.500000 Penalty: 4676.342285
	Iteration 33Q: 3 clusters Score -1697840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1697844.250000 Penalty: 4676.342285
	Iteration 34Q: 3 clusters Score -1697844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1697844.500000 Penalty: 4676.342285
	Iteration 35Q: 3 clusters Score -1697844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1697844.250000 Penalty: 4676.342285
	Iteration 36Q: 3 clusters Score -1697844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1697847.250000 Penalty: 4676.342285
	Iteration 37Q: 3 clusters Score -1697847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1697846.500000 Penalty: 4676.342285
	Iteration 38Q: 3 clusters Score -1697846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1697848.250000 Penalty: 4676.342285
	Iteration 39Q: 3 clusters Score -1697848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1697847.000000 Penalty: 4676.342285
	Iteration 40F: 3 clusters Score -1697847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1697847.125000 Penalty: 4676.342285
	Iteration 41Q: 3 clusters Score -1697847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1697848.500000 Penalty: 4676.342285
	Iteration 42Q: 3 clusters Score -1697848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1697848.500000 Penalty: 4676.342285
	Iteration 43F: 3 clusters Score -1697848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -3874354.750000 Penalty: 2527.682861
	Iteration 0F: 2 clusters Score -3874355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3855957.750000 Penalty: 5055.365723
	Iteration 0F: 3 clusters Score -3855958 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3862400.250000 Penalty: 5055.365723
	Iteration 1F: 3 clusters Score -3862400 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3862943.750000 Penalty: 5055.365723
	Iteration 2F: 3 clusters Score -3862944 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3863544.250000 Penalty: 5055.365723
	Iteration 3Q: 3 clusters Score -3863544 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3864241.500000 Penalty: 5055.365723
	Iteration 4Q: 3 clusters Score -3864242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3865153.000000 Penalty: 5055.365723
	Iteration 5F: 3 clusters Score -3865153 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3866220.000000 Penalty: 5055.365723
	Iteration 6F: 3 clusters Score -3866220 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3867173.250000 Penalty: 5055.365723
	Iteration 7F: 3 clusters Score -3867173 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3867996.500000 Penalty: 5055.365723
	Iteration 8F: 3 clusters Score -3867996 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3868676.250000 Penalty: 5055.365723
	Iteration 9Q: 3 clusters Score -3868676 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3869269.000000 Penalty: 5055.365723
	Iteration 10Q: 3 clusters Score -3869269 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3869768.250000 Penalty: 5055.365723
	Iteration 11Q: 3 clusters Score -3869768 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3870160.750000 Penalty: 5055.365723
	Iteration 12Q: 3 clusters Score -3870161 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3870427.000000 Penalty: 5055.365723
	Iteration 13Q: 3 clusters Score -3870427 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3870671.000000 Penalty: 5055.365723
	Iteration 14Q: 3 clusters Score -3870671 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3870898.750000 Penalty: 5055.365723
	Iteration 15Q: 3 clusters Score -3870899 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3871114.750000 Penalty: 5055.365723
	Iteration 16Q: 3 clusters Score -3871115 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3871322.500000 Penalty: 5055.365723
	Iteration 17Q: 3 clusters Score -3871322 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3871546.250000 Penalty: 5055.365723
	Iteration 18Q: 3 clusters Score -3871546 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3871784.250000 Penalty: 5055.365723
	Iteration 19Q: 3 clusters Score -3871784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3872017.000000 Penalty: 5055.365723
	Iteration 20F: 3 clusters Score -3872017 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3872188.500000 Penalty: 5055.365723
	Iteration 21Q: 3 clusters Score -3872188 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3872316.250000 Penalty: 5055.365723
	Iteration 22Q: 3 clusters Score -3872316 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3872405.500000 Penalty: 5055.365723
	Iteration 23Q: 3 clusters Score -3872406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3872476.500000 Penalty: 5055.365723
	Iteration 24Q: 3 clusters Score -3872476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3872523.500000 Penalty: 5055.365723
	Iteration 25Q: 3 clusters Score -3872524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3872550.000000 Penalty: 5055.365723
	Iteration 26Q: 3 clusters Score -3872550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3872563.250000 Penalty: 5055.365723
	Iteration 27Q: 3 clusters Score -3872563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3872590.250000 Penalty: 5055.365723
	Iteration 28Q: 3 clusters Score -3872590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3872610.500000 Penalty: 5055.365723
	Iteration 29Q: 3 clusters Score -3872610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3872617.750000 Penalty: 5055.365723
	Iteration 30Q: 3 clusters Score -3872618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3872625.250000 Penalty: 5055.365723
	Iteration 31Q: 3 clusters Score -3872625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3872634.250000 Penalty: 5055.365723
	Iteration 32Q: 3 clusters Score -3872634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3872636.500000 Penalty: 5055.365723
	Iteration 33Q: 3 clusters Score -3872636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3872638.250000 Penalty: 5055.365723
	Iteration 34Q: 3 clusters Score -3872638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3872655.000000 Penalty: 5055.365723
	Iteration 35Q: 3 clusters Score -3872655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3872657.000000 Penalty: 5055.365723
	Iteration 36Q: 3 clusters Score -3872657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3872665.250000 Penalty: 5055.365723
	Iteration 37Q: 3 clusters Score -3872665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3872678.000000 Penalty: 5055.365723
	Iteration 38Q: 3 clusters Score -3872678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3872684.000000 Penalty: 5055.365723
	Iteration 39Q: 3 clusters Score -3872684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3872686.500000 Penalty: 5055.365723
	Iteration 40F: 3 clusters Score -3872686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3872696.750000 Penalty: 5055.365723
	Iteration 41Q: 3 clusters Score -3872697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3872696.000000 Penalty: 5055.365723
	Iteration 42Q: 3 clusters Score -3872696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3872699.000000 Penalty: 5055.365723
	Iteration 43Q: 3 clusters Score -3872699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3872698.750000 Penalty: 5055.365723
	Iteration 44Q: 3 clusters Score -3872699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3872698.500000 Penalty: 5055.365723
	Iteration 45Q: 3 clusters Score -3872698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3872705.500000 Penalty: 5055.365723
	Iteration 46Q: 3 clusters Score -3872706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3872700.500000 Penalty: 5055.365723
	Iteration 47Q: 3 clusters Score -3872700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3872710.250000 Penalty: 5055.365723
	Iteration 48Q: 3 clusters Score -3872710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3872713.000000 Penalty: 5055.365723
	Iteration 49Q: 3 clusters Score -3872713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3872721.500000 Penalty: 5055.365723
	Iteration 50Q: 3 clusters Score -3872722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3872718.250000 Penalty: 5055.365723
	Iteration 51Q: 3 clusters Score -3872718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3872720.250000 Penalty: 5055.365723
	Iteration 52Q: 3 clusters Score -3872720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3872720.250000 Penalty: 5055.365723
	Iteration 53F: 3 clusters Score -3872720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -310074.437500 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -310074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -307437.500000 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -307437.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307837.968750 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -307838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -307942.937500 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -307942.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -307997.875000 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -307997.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308040.875000 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -308040.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308067.218750 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -308067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308085.812500 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -308085.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308104.156250 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -308104.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -308119.468750 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -308119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308127.218750 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -308127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308132.562500 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -308132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308137.875000 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -308137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308140.437500 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -308140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -308141.593750 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -308141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308143.468750 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -308143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -308146.187500 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -308146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308152.062500 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -308152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308156.843750 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -308156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -308161.468750 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -308161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -308162.687500 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -308162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -308164.625000 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -308164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -308166.312500 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -308166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -308170.187500 Penalty: 3771.533447
	Iteration 22Q: 3 clusters Score -308170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -308173.593750 Penalty: 3771.533447
	Iteration 23Q: 3 clusters Score -308173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -308175.906250 Penalty: 3771.533447
	Iteration 24Q: 3 clusters Score -308175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -308177.968750 Penalty: 3771.533447
	Iteration 25Q: 3 clusters Score -308178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308183.406250 Penalty: 3771.533447
	Iteration 26Q: 3 clusters Score -308183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -308187.093750 Penalty: 3771.533447
	Iteration 27Q: 3 clusters Score -308187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -308189.875000 Penalty: 3771.533447
	Iteration 28Q: 3 clusters Score -308189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308191.781250 Penalty: 3771.533447
	Iteration 29Q: 3 clusters Score -308191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -308192.375000 Penalty: 3771.533447
	Iteration 30Q: 3 clusters Score -308192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -308193.375000 Penalty: 3771.533447
	Iteration 31Q: 3 clusters Score -308193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308193.875000 Penalty: 3771.533447
	Iteration 32Q: 3 clusters Score -308193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -308195.000000 Penalty: 3771.533447
	Iteration 33Q: 3 clusters Score -308195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308195.531250 Penalty: 3771.533447
	Iteration 34Q: 3 clusters Score -308195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -308197.343750 Penalty: 3771.533447
	Iteration 35Q: 3 clusters Score -308197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -308199.468750 Penalty: 3771.533447
	Iteration 36Q: 3 clusters Score -308199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -308200.718750 Penalty: 3771.533447
	Iteration 37Q: 3 clusters Score -308200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -308200.718750 Penalty: 3771.533447
	Iteration 38F: 3 clusters Score -308200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Entering Unmasked Estep 
Score: -10204677.000000 Penalty: 2750.097412
	Iteration 0F: 2 clusters Score -1.020468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -10160995.000000 Penalty: 5500.194824
	Iteration 0F: 3 clusters Score -1.0161e+07 nChanged 30269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -10177907.000000 Penalty: 5500.194824
	Iteration 1F: 3 clusters Score -1.017791e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -10178536.000000 Penalty: 5500.194824
	Iteration 2Q: 3 clusters Score -1.017854e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -10179084.000000 Penalty: 5500.194824
	Iteration 3Q: 3 clusters Score -1.017908e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -10179541.000000 Penalty: 5500.194824
	Iteration 4Q: 3 clusters Score -1.017954e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -10180067.000000 Penalty: 5500.194824
	Iteration 5Q: 3 clusters Score -1.018007e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -10180740.000000 Penalty: 5500.194824
	Iteration 6Q: 3 clusters Score -1.018074e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -10181548.000000 Penalty: 5500.194824
	Iteration 7Q: 3 clusters Score -1.018155e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -10182622.000000 Penalty: 5500.194824
	Iteration 8Q: 3 clusters Score -1.018262e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -10184413.000000 Penalty: 5500.194824
	Iteration 9Q: 3 clusters Score -1.018441e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -10186787.000000 Penalty: 5500.194824
	Iteration 10F: 3 clusters Score -1.018679e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -10189941.000000 Penalty: 5500.194824
	Iteration 11F: 3 clusters Score -1.018994e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -10192976.000000 Penalty: 5500.194824
	Iteration 12F: 3 clusters Score -1.019298e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -10195212.000000 Penalty: 5500.194824
	Iteration 13Q: 3 clusters Score -1.019521e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -10196627.000000 Penalty: 5500.194824
	Iteration 14Q: 3 clusters Score -1.019663e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -10197602.000000 Penalty: 5500.194824
	Iteration 15Q: 3 clusters Score -1.01976e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -10198279.000000 Penalty: 5500.194824
	Iteration 16Q: 3 clusters Score -1.019828e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -10198863.000000 Penalty: 5500.194824
	Iteration 17Q: 3 clusters Score -1.019886e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -10199269.000000 Penalty: 5500.194824
	Iteration 18Q: 3 clusters Score -1.019927e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -10199643.000000 Penalty: 5500.194824
	Iteration 19Q: 3 clusters Score -1.019964e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -10199953.000000 Penalty: 5500.194824
	Iteration 20F: 3 clusters Score -1.019995e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -10200297.000000 Penalty: 5500.194824
	Iteration 21Q: 3 clusters Score -1.02003e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -10200530.000000 Penalty: 5500.194824
	Iteration 22Q: 3 clusters Score -1.020053e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -10200781.000000 Penalty: 5500.194824
	Iteration 23Q: 3 clusters Score -1.020078e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -10201007.000000 Penalty: 5500.194824
	Iteration 24Q: 3 clusters Score -1.020101e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -10201240.000000 Penalty: 5500.194824
	Iteration 25Q: 3 clusters Score -1.020124e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -10201401.000000 Penalty: 5500.194824
	Iteration 26Q: 3 clusters Score -1.02014e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -10201580.000000 Penalty: 5500.194824
	Iteration 27Q: 3 clusters Score -1.020158e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -10201738.000000 Penalty: 5500.194824
	Iteration 28Q: 3 clusters Score -1.020174e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -10201845.000000 Penalty: 5500.194824
	Iteration 29Q: 3 clusters Score -1.020184e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -10201900.000000 Penalty: 5500.194824
	Iteration 30Q: 3 clusters Score -1.02019e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -10201973.000000 Penalty: 5500.194824
	Iteration 31Q: 3 clusters Score -1.020197e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -10202068.000000 Penalty: 5500.194824
	Iteration 32Q: 3 clusters Score -1.020207e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -10202098.000000 Penalty: 5500.194824
	Iteration 33Q: 3 clusters Score -1.02021e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -10202183.000000 Penalty: 5500.194824
	Iteration 34Q: 3 clusters Score -1.020218e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -10202204.000000 Penalty: 5500.194824
	Iteration 35Q: 3 clusters Score -1.02022e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -10202244.000000 Penalty: 5500.194824
	Iteration 36Q: 3 clusters Score -1.020224e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -10202276.000000 Penalty: 5500.194824
	Iteration 37Q: 3 clusters Score -1.020228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -10202318.000000 Penalty: 5500.194824
	Iteration 38Q: 3 clusters Score -1.020232e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -10202334.000000 Penalty: 5500.194824
	Iteration 39Q: 3 clusters Score -1.020233e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -10202355.000000 Penalty: 5500.194824
	Iteration 40F: 3 clusters Score -1.020236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -10202394.000000 Penalty: 5500.194824
	Iteration 41Q: 3 clusters Score -1.020239e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -10202387.000000 Penalty: 5500.194824
	Iteration 42Q: 3 clusters Score -1.020239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -10202399.000000 Penalty: 5500.194824
	Iteration 43Q: 3 clusters Score -1.02024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -10202411.000000 Penalty: 5500.194824
	Iteration 44Q: 3 clusters Score -1.020241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -10202425.000000 Penalty: 5500.194824
	Iteration 45Q: 3 clusters Score -1.020242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -10202450.000000 Penalty: 5500.194824
	Iteration 46Q: 3 clusters Score -1.020245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -10202467.000000 Penalty: 5500.194824
	Iteration 47Q: 3 clusters Score -1.020247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -10202482.000000 Penalty: 5500.194824
	Iteration 48Q: 3 clusters Score -1.020248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -10202498.000000 Penalty: 5500.194824
	Iteration 49Q: 3 clusters Score -1.02025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -10202493.000000 Penalty: 5500.194824
	Iteration 50Q: 3 clusters Score -1.020249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -10202504.000000 Penalty: 5500.194824
	Iteration 51Q: 3 clusters Score -1.02025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -10202500.000000 Penalty: 5500.194824
	Iteration 52Q: 3 clusters Score -1.02025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -10202512.000000 Penalty: 5500.194824
	Iteration 53Q: 3 clusters Score -1.020251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -10202518.000000 Penalty: 5500.194824
	Iteration 54Q: 3 clusters Score -1.020252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -10202522.000000 Penalty: 5500.194824
	Iteration 55Q: 3 clusters Score -1.020252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -10202529.000000 Penalty: 5500.194824
	Iteration 56Q: 3 clusters Score -1.020253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -10202529.000000 Penalty: 5500.194824
	Iteration 57Q: 3 clusters Score -1.020253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -10202527.000000 Penalty: 5500.194824
	Iteration 58Q: 3 clusters Score -1.020253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -10202531.000000 Penalty: 5500.194824
	Iteration 59Q: 3 clusters Score -1.020253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -10202526.000000 Penalty: 5500.194824
	Iteration 60F: 3 clusters Score -1.020253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -10202533.000000 Penalty: 5500.194824
	Iteration 61Q: 3 clusters Score -1.020253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -10202538.000000 Penalty: 5500.194824
	Iteration 62Q: 3 clusters Score -1.020254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -10202533.000000 Penalty: 5500.194824
	Iteration 63Q: 3 clusters Score -1.020253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -10202534.000000 Penalty: 5500.194824
	Iteration 64Q: 3 clusters Score -1.020253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -10202531.000000 Penalty: 5500.194824
	Iteration 65Q: 3 clusters Score -1.020253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -10202526.000000 Penalty: 5500.194824
	Iteration 66Q: 3 clusters Score -1.020253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -10202527.000000 Penalty: 5500.194824
	Iteration 67Q: 3 clusters Score -1.020253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -10202526.000000 Penalty: 5500.194824
	Iteration 68Q: 3 clusters Score -1.020253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -10202525.000000 Penalty: 5500.194824
	Iteration 69Q: 3 clusters Score -1.020252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -10202525.000000 Penalty: 5500.194824
	Iteration 70Q: 3 clusters Score -1.020252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -10202525.000000 Penalty: 5500.194824
	Iteration 71F: 3 clusters Score -1.020252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (108562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Entering Unmasked Estep 
Score: -16733585.000000 Penalty: 2875.579102
	Iteration 0F: 2 clusters Score -1.673358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -16663102.000000 Penalty: 5751.158203
	Iteration 0F: 3 clusters Score -1.66631e+07 nChanged 51446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -16693465.000000 Penalty: 5751.158203
	Iteration 1F: 3 clusters Score -1.669346e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -16694916.000000 Penalty: 5751.158203
	Iteration 2Q: 3 clusters Score -1.669492e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -16696997.000000 Penalty: 5751.158203
	Iteration 3Q: 3 clusters Score -1.6697e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -16699855.000000 Penalty: 5751.158203
	Iteration 4Q: 3 clusters Score -1.669986e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -16703596.000000 Penalty: 5751.158203
	Iteration 5Q: 3 clusters Score -1.67036e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -16708452.000000 Penalty: 5751.158203
	Iteration 6F: 3 clusters Score -1.670845e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -16713647.000000 Penalty: 5751.158203
	Iteration 7F: 3 clusters Score -1.671365e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -16717903.000000 Penalty: 5751.158203
	Iteration 8F: 3 clusters Score -1.67179e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -16720143.000000 Penalty: 5751.158203
	Iteration 9Q: 3 clusters Score -1.672014e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -16720859.000000 Penalty: 5751.158203
	Iteration 10Q: 3 clusters Score -1.672086e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -16721162.000000 Penalty: 5751.158203
	Iteration 11Q: 3 clusters Score -1.672116e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -16721372.000000 Penalty: 5751.158203
	Iteration 12Q: 3 clusters Score -1.672137e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -16721536.000000 Penalty: 5751.158203
	Iteration 13Q: 3 clusters Score -1.672154e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -16721740.000000 Penalty: 5751.158203
	Iteration 14Q: 3 clusters Score -1.672174e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -16721839.000000 Penalty: 5751.158203
	Iteration 15Q: 3 clusters Score -1.672184e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -16721968.000000 Penalty: 5751.158203
	Iteration 16Q: 3 clusters Score -1.672197e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -16722147.000000 Penalty: 5751.158203
	Iteration 17Q: 3 clusters Score -1.672215e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -16722367.000000 Penalty: 5751.158203
	Iteration 18Q: 3 clusters Score -1.672237e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -16722589.000000 Penalty: 5751.158203
	Iteration 19Q: 3 clusters Score -1.672259e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -16722782.000000 Penalty: 5751.158203
	Iteration 20F: 3 clusters Score -1.672278e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -16723030.000000 Penalty: 5751.158203
	Iteration 21Q: 3 clusters Score -1.672303e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -16723290.000000 Penalty: 5751.158203
	Iteration 22Q: 3 clusters Score -1.672329e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -16723649.000000 Penalty: 5751.158203
	Iteration 23Q: 3 clusters Score -1.672365e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -16723984.000000 Penalty: 5751.158203
	Iteration 24Q: 3 clusters Score -1.672398e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -16724464.000000 Penalty: 5751.158203
	Iteration 25Q: 3 clusters Score -1.672446e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -16725004.000000 Penalty: 5751.158203
	Iteration 26Q: 3 clusters Score -1.6725e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -16725555.000000 Penalty: 5751.158203
	Iteration 27Q: 3 clusters Score -1.672556e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -16726113.000000 Penalty: 5751.158203
	Iteration 28Q: 3 clusters Score -1.672611e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -16726695.000000 Penalty: 5751.158203
	Iteration 29Q: 3 clusters Score -1.67267e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -16727199.000000 Penalty: 5751.158203
	Iteration 30Q: 3 clusters Score -1.67272e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -16727679.000000 Penalty: 5751.158203
	Iteration 31Q: 3 clusters Score -1.672768e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -16728245.000000 Penalty: 5751.158203
	Iteration 32Q: 3 clusters Score -1.672824e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -16728726.000000 Penalty: 5751.158203
	Iteration 33Q: 3 clusters Score -1.672873e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -16729095.000000 Penalty: 5751.158203
	Iteration 34Q: 3 clusters Score -1.67291e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -16729363.000000 Penalty: 5751.158203
	Iteration 35Q: 3 clusters Score -1.672936e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -16729587.000000 Penalty: 5751.158203
	Iteration 36Q: 3 clusters Score -1.672959e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -16729867.000000 Penalty: 5751.158203
	Iteration 37Q: 3 clusters Score -1.672987e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -16730070.000000 Penalty: 5751.158203
	Iteration 38Q: 3 clusters Score -1.673007e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -16730225.000000 Penalty: 5751.158203
	Iteration 39Q: 3 clusters Score -1.673022e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -16730328.000000 Penalty: 5751.158203
	Iteration 40F: 3 clusters Score -1.673033e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -16730437.000000 Penalty: 5751.158203
	Iteration 41Q: 3 clusters Score -1.673044e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -16730550.000000 Penalty: 5751.158203
	Iteration 42Q: 3 clusters Score -1.673055e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -16730634.000000 Penalty: 5751.158203
	Iteration 43Q: 3 clusters Score -1.673063e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -16730734.000000 Penalty: 5751.158203
	Iteration 44Q: 3 clusters Score -1.673073e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -16730796.000000 Penalty: 5751.158203
	Iteration 45Q: 3 clusters Score -1.67308e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -16730815.000000 Penalty: 5751.158203
	Iteration 46Q: 3 clusters Score -1.673082e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -16730922.000000 Penalty: 5751.158203
	Iteration 47Q: 3 clusters Score -1.673092e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -16730973.000000 Penalty: 5751.158203
	Iteration 48Q: 3 clusters Score -1.673097e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -16731012.000000 Penalty: 5751.158203
	Iteration 49Q: 3 clusters Score -1.673101e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -16731060.000000 Penalty: 5751.158203
	Iteration 50Q: 3 clusters Score -1.673106e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -16731131.000000 Penalty: 5751.158203
	Iteration 51Q: 3 clusters Score -1.673113e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -16731178.000000 Penalty: 5751.158203
	Iteration 52Q: 3 clusters Score -1.673118e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -16731176.000000 Penalty: 5751.158203
	Iteration 53Q: 3 clusters Score -1.673118e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -16731185.000000 Penalty: 5751.158203
	Iteration 54Q: 3 clusters Score -1.673118e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 103115 members 
Entering Unmasked Estep 
Score: -16731224.000000 Penalty: 5751.158203
	Iteration 55Q: 3 clusters Score -1.673122e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -16731231.000000 Penalty: 5751.158203
	Iteration 56Q: 3 clusters Score -1.673123e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -16731225.000000 Penalty: 5751.158203
	Iteration 57Q: 3 clusters Score -1.673122e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -16731227.000000 Penalty: 5751.158203
	Iteration 58Q: 3 clusters Score -1.673123e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -16731231.000000 Penalty: 5751.158203
	Iteration 59Q: 3 clusters Score -1.673123e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -16731264.000000 Penalty: 5751.158203
	Iteration 60F: 3 clusters Score -1.673126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -16731274.000000 Penalty: 5751.158203
	Iteration 61Q: 3 clusters Score -1.673127e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 103725 members 
Entering Unmasked Estep 
Score: -16731276.000000 Penalty: 5751.158203
	Iteration 62Q: 3 clusters Score -1.673128e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -16731296.000000 Penalty: 5751.158203
	Iteration 63Q: 3 clusters Score -1.67313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -16731292.000000 Penalty: 5751.158203
	Iteration 64Q: 3 clusters Score -1.673129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -16731304.000000 Penalty: 5751.158203
	Iteration 65Q: 3 clusters Score -1.67313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 103890 members 
Entering Unmasked Estep 
Score: -16731319.000000 Penalty: 5751.158203
	Iteration 66Q: 3 clusters Score -1.673132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -16731332.000000 Penalty: 5751.158203
	Iteration 67Q: 3 clusters Score -1.673133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16731340.000000 Penalty: 5751.158203
	Iteration 68Q: 3 clusters Score -1.673134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -16731339.000000 Penalty: 5751.158203
	Iteration 69Q: 3 clusters Score -1.673134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -16731344.000000 Penalty: 5751.158203
	Iteration 70Q: 3 clusters Score -1.673134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -16731335.000000 Penalty: 5751.158203
	Iteration 71Q: 3 clusters Score -1.673134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -16731317.000000 Penalty: 5751.158203
	Iteration 72Q: 3 clusters Score -1.673132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -16731315.000000 Penalty: 5751.158203
	Iteration 73Q: 3 clusters Score -1.673132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -16731315.000000 Penalty: 5751.158203
	Iteration 74Q: 3 clusters Score -1.673132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -16731350.000000 Penalty: 5751.158203
	Iteration 75Q: 3 clusters Score -1.673135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -16731355.000000 Penalty: 5751.158203
	Iteration 76Q: 3 clusters Score -1.673136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -16731340.000000 Penalty: 5751.158203
	Iteration 77Q: 3 clusters Score -1.673134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -16731354.000000 Penalty: 5751.158203
	Iteration 78Q: 3 clusters Score -1.673135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -16731348.000000 Penalty: 5751.158203
	Iteration 79Q: 3 clusters Score -1.673135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -16731358.000000 Penalty: 5751.158203
	Iteration 80F: 3 clusters Score -1.673136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -16731360.000000 Penalty: 5751.158203
	Iteration 81Q: 3 clusters Score -1.673136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -16731370.000000 Penalty: 5751.158203
	Iteration 82Q: 3 clusters Score -1.673137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -16731367.000000 Penalty: 5751.158203
	Iteration 83Q: 3 clusters Score -1.673137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -16731357.000000 Penalty: 5751.158203
	Iteration 84Q: 3 clusters Score -1.673136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -16731351.000000 Penalty: 5751.158203
	Iteration 85Q: 3 clusters Score -1.673135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -16731365.000000 Penalty: 5751.158203
	Iteration 86Q: 3 clusters Score -1.673136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -16731362.000000 Penalty: 5751.158203
	Iteration 87Q: 3 clusters Score -1.673136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -16731364.000000 Penalty: 5751.158203
	Iteration 88Q: 3 clusters Score -1.673136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -16731360.000000 Penalty: 5751.158203
	Iteration 89Q: 3 clusters Score -1.673136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -16731373.000000 Penalty: 5751.158203
	Iteration 90Q: 3 clusters Score -1.673137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -16731365.000000 Penalty: 5751.158203
	Iteration 91Q: 3 clusters Score -1.673136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -16731378.000000 Penalty: 5751.158203
	Iteration 92Q: 3 clusters Score -1.673138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -16731354.000000 Penalty: 5751.158203
	Iteration 93Q: 3 clusters Score -1.673135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -16731362.000000 Penalty: 5751.158203
	Iteration 94Q: 3 clusters Score -1.673136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -16731378.000000 Penalty: 5751.158203
	Iteration 95Q: 3 clusters Score -1.673138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -16731376.000000 Penalty: 5751.158203
	Iteration 96Q: 3 clusters Score -1.673138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -16731374.000000 Penalty: 5751.158203
	Iteration 97Q: 3 clusters Score -1.673137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -16731365.000000 Penalty: 5751.158203
	Iteration 98Q: 3 clusters Score -1.673136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -16731367.000000 Penalty: 5751.158203
	Iteration 99Q: 3 clusters Score -1.673137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -16731360.000000 Penalty: 5751.158203
	Iteration 100F: 3 clusters Score -1.673136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -16731355.000000 Penalty: 5751.158203
	Iteration 101Q: 3 clusters Score -1.673136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -16731371.000000 Penalty: 5751.158203
	Iteration 102Q: 3 clusters Score -1.673137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -16731371.000000 Penalty: 5751.158203
	Iteration 103Q: 3 clusters Score -1.673137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -16731373.000000 Penalty: 5751.158203
	Iteration 104Q: 3 clusters Score -1.673137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -16731376.000000 Penalty: 5751.158203
	Iteration 105Q: 3 clusters Score -1.673138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -16731373.000000 Penalty: 5751.158203
	Iteration 106Q: 3 clusters Score -1.673137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -16731373.000000 Penalty: 5751.158203
	Iteration 107Q: 3 clusters Score -1.673137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -16731372.000000 Penalty: 5751.158203
	Iteration 108Q: 3 clusters Score -1.673137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -16731364.000000 Penalty: 5751.158203
	Iteration 109Q: 3 clusters Score -1.673136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -16731374.000000 Penalty: 5751.158203
	Iteration 110Q: 3 clusters Score -1.673137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -16731371.000000 Penalty: 5751.158203
	Iteration 111Q: 3 clusters Score -1.673137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 104419 members 
Entering Unmasked Estep 
Score: -16731359.000000 Penalty: 5751.158203
	Iteration 112Q: 3 clusters Score -1.673136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -16731369.000000 Penalty: 5751.158203
	Iteration 113Q: 3 clusters Score -1.673137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -16731369.000000 Penalty: 5751.158203
	Iteration 114Q: 3 clusters Score -1.673137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -16731369.000000 Penalty: 5751.158203
	Iteration 115F: 3 clusters Score -1.673137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Entering Unmasked Estep 
Score: -1880107.375000 Penalty: 2332.011475
	Iteration 0F: 2 clusters Score -1880107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1871115.125000 Penalty: 4664.022949
	Iteration 0F: 3 clusters Score -1871115 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1873917.125000 Penalty: 4664.022949
	Iteration 1F: 3 clusters Score -1873917 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1874287.250000 Penalty: 4664.022949
	Iteration 2F: 3 clusters Score -1874287 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1874563.500000 Penalty: 4664.022949
	Iteration 3F: 3 clusters Score -1874564 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1874804.250000 Penalty: 4664.022949
	Iteration 4Q: 3 clusters Score -1874804 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1875058.625000 Penalty: 4664.022949
	Iteration 5Q: 3 clusters Score -1875059 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1875296.875000 Penalty: 4664.022949
	Iteration 6Q: 3 clusters Score -1875297 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1875577.000000 Penalty: 4664.022949
	Iteration 7Q: 3 clusters Score -1875577 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1875880.125000 Penalty: 4664.022949
	Iteration 8Q: 3 clusters Score -1875880 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1876196.500000 Penalty: 4664.022949
	Iteration 9Q: 3 clusters Score -1876196 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1876518.125000 Penalty: 4664.022949
	Iteration 10Q: 3 clusters Score -1876518 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1876846.125000 Penalty: 4664.022949
	Iteration 11Q: 3 clusters Score -1876846 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1877103.875000 Penalty: 4664.022949
	Iteration 12Q: 3 clusters Score -1877104 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1877310.750000 Penalty: 4664.022949
	Iteration 13Q: 3 clusters Score -1877311 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1877494.000000 Penalty: 4664.022949
	Iteration 14Q: 3 clusters Score -1877494 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1877625.000000 Penalty: 4664.022949
	Iteration 15Q: 3 clusters Score -1877625 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1877714.375000 Penalty: 4664.022949
	Iteration 16Q: 3 clusters Score -1877714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1877785.250000 Penalty: 4664.022949
	Iteration 17Q: 3 clusters Score -1877785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1877837.250000 Penalty: 4664.022949
	Iteration 18Q: 3 clusters Score -1877837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1877864.875000 Penalty: 4664.022949
	Iteration 19Q: 3 clusters Score -1877865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1877890.250000 Penalty: 4664.022949
	Iteration 20F: 3 clusters Score -1877890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1877916.500000 Penalty: 4664.022949
	Iteration 21Q: 3 clusters Score -1877916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1877946.750000 Penalty: 4664.022949
	Iteration 22Q: 3 clusters Score -1877947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1877972.250000 Penalty: 4664.022949
	Iteration 23Q: 3 clusters Score -1877972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1877996.625000 Penalty: 4664.022949
	Iteration 24Q: 3 clusters Score -1877997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1878028.625000 Penalty: 4664.022949
	Iteration 25Q: 3 clusters Score -1878029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1878048.750000 Penalty: 4664.022949
	Iteration 26Q: 3 clusters Score -1878049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1878069.625000 Penalty: 4664.022949
	Iteration 27Q: 3 clusters Score -1878070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1878098.000000 Penalty: 4664.022949
	Iteration 28Q: 3 clusters Score -1878098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1878114.625000 Penalty: 4664.022949
	Iteration 29Q: 3 clusters Score -1878115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1878142.125000 Penalty: 4664.022949
	Iteration 30Q: 3 clusters Score -1878142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1878161.375000 Penalty: 4664.022949
	Iteration 31Q: 3 clusters Score -1878161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1878182.250000 Penalty: 4664.022949
	Iteration 32Q: 3 clusters Score -1878182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1878201.750000 Penalty: 4664.022949
	Iteration 33Q: 3 clusters Score -1878202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1878215.625000 Penalty: 4664.022949
	Iteration 34Q: 3 clusters Score -1878216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1878227.250000 Penalty: 4664.022949
	Iteration 35Q: 3 clusters Score -1878227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1878237.875000 Penalty: 4664.022949
	Iteration 36Q: 3 clusters Score -1878238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1878242.875000 Penalty: 4664.022949
	Iteration 37Q: 3 clusters Score -1878243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1878249.875000 Penalty: 4664.022949
	Iteration 38Q: 3 clusters Score -1878250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1878260.625000 Penalty: 4664.022949
	Iteration 39Q: 3 clusters Score -1878261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1878264.250000 Penalty: 4664.022949
	Iteration 40F: 3 clusters Score -1878264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1878274.250000 Penalty: 4664.022949
	Iteration 41Q: 3 clusters Score -1878274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1878282.500000 Penalty: 4664.022949
	Iteration 42Q: 3 clusters Score -1878282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1878285.500000 Penalty: 4664.022949
	Iteration 43Q: 3 clusters Score -1878286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1878289.250000 Penalty: 4664.022949
	Iteration 44Q: 3 clusters Score -1878289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1878290.250000 Penalty: 4664.022949
	Iteration 45Q: 3 clusters Score -1878290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1878294.000000 Penalty: 4664.022949
	Iteration 46Q: 3 clusters Score -1878294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1878299.000000 Penalty: 4664.022949
	Iteration 47Q: 3 clusters Score -1878299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1878302.125000 Penalty: 4664.022949
	Iteration 48Q: 3 clusters Score -1878302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1878307.750000 Penalty: 4664.022949
	Iteration 49Q: 3 clusters Score -1878308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1878306.250000 Penalty: 4664.022949
	Iteration 50Q: 3 clusters Score -1878306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1878307.625000 Penalty: 4664.022949
	Iteration 51Q: 3 clusters Score -1878308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1878310.000000 Penalty: 4664.022949
	Iteration 52Q: 3 clusters Score -1878310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1878310.750000 Penalty: 4664.022949
	Iteration 53Q: 3 clusters Score -1878311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1878313.250000 Penalty: 4664.022949
	Iteration 54Q: 3 clusters Score -1878313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1878315.000000 Penalty: 4664.022949
	Iteration 55Q: 3 clusters Score -1878315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1878319.125000 Penalty: 4664.022949
	Iteration 56Q: 3 clusters Score -1878319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1878319.500000 Penalty: 4664.022949
	Iteration 57Q: 3 clusters Score -1878320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1878319.500000 Penalty: 4664.022949
	Iteration 58Q: 3 clusters Score -1878320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1878319.625000 Penalty: 4664.022949
	Iteration 59Q: 3 clusters Score -1878320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1878323.500000 Penalty: 4664.022949
	Iteration 60F: 3 clusters Score -1878324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1878327.000000 Penalty: 4664.022949
	Iteration 61Q: 3 clusters Score -1878327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1878329.625000 Penalty: 4664.022949
	Iteration 62Q: 3 clusters Score -1878330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1878334.125000 Penalty: 4664.022949
	Iteration 63Q: 3 clusters Score -1878334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1878336.375000 Penalty: 4664.022949
	Iteration 64Q: 3 clusters Score -1878336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1878335.000000 Penalty: 4664.022949
	Iteration 65Q: 3 clusters Score -1878335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1878338.375000 Penalty: 4664.022949
	Iteration 66Q: 3 clusters Score -1878338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1878337.875000 Penalty: 4664.022949
	Iteration 67Q: 3 clusters Score -1878338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1878338.500000 Penalty: 4664.022949
	Iteration 68Q: 3 clusters Score -1878338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1878340.625000 Penalty: 4664.022949
	Iteration 69Q: 3 clusters Score -1878341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1878339.375000 Penalty: 4664.022949
	Iteration 70Q: 3 clusters Score -1878339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1878340.750000 Penalty: 4664.022949
	Iteration 71Q: 3 clusters Score -1878341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1878343.375000 Penalty: 4664.022949
	Iteration 72Q: 3 clusters Score -1878343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1878344.250000 Penalty: 4664.022949
	Iteration 73Q: 3 clusters Score -1878344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1878346.375000 Penalty: 4664.022949
	Iteration 74Q: 3 clusters Score -1878346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1878348.000000 Penalty: 4664.022949
	Iteration 75Q: 3 clusters Score -1878348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1878351.625000 Penalty: 4664.022949
	Iteration 76Q: 3 clusters Score -1878352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1878350.875000 Penalty: 4664.022949
	Iteration 77Q: 3 clusters Score -1878351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1878352.750000 Penalty: 4664.022949
	Iteration 78Q: 3 clusters Score -1878353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1878354.750000 Penalty: 4664.022949
	Iteration 79Q: 3 clusters Score -1878355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1878354.375000 Penalty: 4664.022949
	Iteration 80F: 3 clusters Score -1878354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1878357.375000 Penalty: 4664.022949
	Iteration 81Q: 3 clusters Score -1878357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1878361.750000 Penalty: 4664.022949
	Iteration 82Q: 3 clusters Score -1878362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1878361.625000 Penalty: 4664.022949
	Iteration 83Q: 3 clusters Score -1878362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1878361.750000 Penalty: 4664.022949
	Iteration 84Q: 3 clusters Score -1878362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1878366.500000 Penalty: 4664.022949
	Iteration 85Q: 3 clusters Score -1878366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1878366.500000 Penalty: 4664.022949
	Iteration 86Q: 3 clusters Score -1878366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1878366.500000 Penalty: 4664.022949
	Iteration 87F: 3 clusters Score -1878366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -245834.437500 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -245834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -243443.218750 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -243443.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -244167.406250 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -244167.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -244523.062500 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -244523.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -244713.546875 Penalty: 3707.205566
	Iteration 3F: 3 clusters Score -244713.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244843.625000 Penalty: 3707.205566
	Iteration 4F: 3 clusters Score -244843.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -244942.921875 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -244942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -245026.687500 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -245026.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -245071.843750 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -245071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -245099.500000 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -245099.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -245129.656250 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -245129.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -245168.343750 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -245168.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -245202.390625 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -245202.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -245238.437500 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -245238.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -245273.109375 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -245273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -245297.250000 Penalty: 3707.205566
	Iteration 14Q: 3 clusters Score -245297.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -245320.109375 Penalty: 3707.205566
	Iteration 15Q: 3 clusters Score -245320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -245340.531250 Penalty: 3707.205566
	Iteration 16Q: 3 clusters Score -245340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -245357.265625 Penalty: 3707.205566
	Iteration 17Q: 3 clusters Score -245357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -245363.000000 Penalty: 3707.205566
	Iteration 18Q: 3 clusters Score -245363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -245368.796875 Penalty: 3707.205566
	Iteration 19Q: 3 clusters Score -245368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -245376.218750 Penalty: 3707.205566
	Iteration 20F: 3 clusters Score -245376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -245383.234375 Penalty: 3707.205566
	Iteration 21Q: 3 clusters Score -245383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -245391.796875 Penalty: 3707.205566
	Iteration 22Q: 3 clusters Score -245391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -245401.156250 Penalty: 3707.205566
	Iteration 23Q: 3 clusters Score -245401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -245418.421875 Penalty: 3707.205566
	Iteration 24Q: 3 clusters Score -245418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -245438.078125 Penalty: 3707.205566
	Iteration 25Q: 3 clusters Score -245438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -245456.812500 Penalty: 3707.205566
	Iteration 26Q: 3 clusters Score -245456.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -245474.781250 Penalty: 3707.205566
	Iteration 27Q: 3 clusters Score -245474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -245480.875000 Penalty: 3707.205566
	Iteration 28Q: 3 clusters Score -245480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -245487.296875 Penalty: 3707.205566
	Iteration 29Q: 3 clusters Score -245487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -245498.546875 Penalty: 3707.205566
	Iteration 30Q: 3 clusters Score -245498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -245508.046875 Penalty: 3707.205566
	Iteration 31Q: 3 clusters Score -245508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -245518.125000 Penalty: 3707.205566
	Iteration 32Q: 3 clusters Score -245518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -245526.312500 Penalty: 3707.205566
	Iteration 33Q: 3 clusters Score -245526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -245531.625000 Penalty: 3707.205566
	Iteration 34Q: 3 clusters Score -245531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -245534.609375 Penalty: 3707.205566
	Iteration 35Q: 3 clusters Score -245534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -245539.406250 Penalty: 3707.205566
	Iteration 36Q: 3 clusters Score -245539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -245544.906250 Penalty: 3707.205566
	Iteration 37Q: 3 clusters Score -245544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -245552.671875 Penalty: 3707.205566
	Iteration 38Q: 3 clusters Score -245552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -245561.265625 Penalty: 3707.205566
	Iteration 39Q: 3 clusters Score -245561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -245575.421875 Penalty: 3707.205566
	Iteration 40F: 3 clusters Score -245575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -245589.625000 Penalty: 3707.205566
	Iteration 41Q: 3 clusters Score -245589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -245594.921875 Penalty: 3707.205566
	Iteration 42Q: 3 clusters Score -245594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -245600.828125 Penalty: 3707.205566
	Iteration 43Q: 3 clusters Score -245600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -245608.765625 Penalty: 3707.205566
	Iteration 44Q: 3 clusters Score -245608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -245611.625000 Penalty: 3707.205566
	Iteration 45Q: 3 clusters Score -245611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -245614.609375 Penalty: 3707.205566
	Iteration 46Q: 3 clusters Score -245614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -245617.234375 Penalty: 3707.205566
	Iteration 47Q: 3 clusters Score -245617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -245619.343750 Penalty: 3707.205566
	Iteration 48Q: 3 clusters Score -245619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -245619.343750 Penalty: 3707.205566
	Iteration 49F: 3 clusters Score -245619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Entering Unmasked Estep 
Score: -4905604.500000 Penalty: 2571.071045
	Iteration 0F: 2 clusters Score -4905604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4883806.000000 Penalty: 5142.142090
	Iteration 0F: 3 clusters Score -4883806 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4891879.000000 Penalty: 5142.142090
	Iteration 1F: 3 clusters Score -4891879 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4892437.500000 Penalty: 5142.142090
	Iteration 2Q: 3 clusters Score -4892438 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4892948.500000 Penalty: 5142.142090
	Iteration 3Q: 3 clusters Score -4892948 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4893444.500000 Penalty: 5142.142090
	Iteration 4Q: 3 clusters Score -4893444 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4893963.500000 Penalty: 5142.142090
	Iteration 5Q: 3 clusters Score -4893964 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4894726.000000 Penalty: 5142.142090
	Iteration 6Q: 3 clusters Score -4894726 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4895692.000000 Penalty: 5142.142090
	Iteration 7F: 3 clusters Score -4895692 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4896964.000000 Penalty: 5142.142090
	Iteration 8F: 3 clusters Score -4896964 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4898394.000000 Penalty: 5142.142090
	Iteration 9F: 3 clusters Score -4898394 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4899867.000000 Penalty: 5142.142090
	Iteration 10F: 3 clusters Score -4899867 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4901079.500000 Penalty: 5142.142090
	Iteration 11Q: 3 clusters Score -4901080 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4901976.500000 Penalty: 5142.142090
	Iteration 12Q: 3 clusters Score -4901976 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -4902574.500000 Penalty: 5142.142090
	Iteration 13Q: 3 clusters Score -4902574 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4902920.500000 Penalty: 5142.142090
	Iteration 14Q: 3 clusters Score -4902920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4903110.000000 Penalty: 5142.142090
	Iteration 15Q: 3 clusters Score -4903110 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4903228.000000 Penalty: 5142.142090
	Iteration 16Q: 3 clusters Score -4903228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4903273.500000 Penalty: 5142.142090
	Iteration 17Q: 3 clusters Score -4903274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4903319.500000 Penalty: 5142.142090
	Iteration 18Q: 3 clusters Score -4903320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4903357.500000 Penalty: 5142.142090
	Iteration 19Q: 3 clusters Score -4903358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4903395.000000 Penalty: 5142.142090
	Iteration 20F: 3 clusters Score -4903395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4903426.500000 Penalty: 5142.142090
	Iteration 21Q: 3 clusters Score -4903426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4903447.500000 Penalty: 5142.142090
	Iteration 22Q: 3 clusters Score -4903448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4903477.500000 Penalty: 5142.142090
	Iteration 23Q: 3 clusters Score -4903478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4903485.500000 Penalty: 5142.142090
	Iteration 24Q: 3 clusters Score -4903486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4903497.000000 Penalty: 5142.142090
	Iteration 25Q: 3 clusters Score -4903497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4903502.500000 Penalty: 5142.142090
	Iteration 26Q: 3 clusters Score -4903502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4903501.500000 Penalty: 5142.142090
	Iteration 27Q: 3 clusters Score -4903502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4903509.000000 Penalty: 5142.142090
	Iteration 28Q: 3 clusters Score -4903509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4903523.000000 Penalty: 5142.142090
	Iteration 29Q: 3 clusters Score -4903523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4903523.500000 Penalty: 5142.142090
	Iteration 30Q: 3 clusters Score -4903524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4903525.500000 Penalty: 5142.142090
	Iteration 31Q: 3 clusters Score -4903526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4903525.500000 Penalty: 5142.142090
	Iteration 32Q: 3 clusters Score -4903526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4903528.000000 Penalty: 5142.142090
	Iteration 33Q: 3 clusters Score -4903528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4903528.500000 Penalty: 5142.142090
	Iteration 34Q: 3 clusters Score -4903528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4903531.500000 Penalty: 5142.142090
	Iteration 35Q: 3 clusters Score -4903532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4903534.500000 Penalty: 5142.142090
	Iteration 36Q: 3 clusters Score -4903534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4903542.000000 Penalty: 5142.142090
	Iteration 37Q: 3 clusters Score -4903542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4903537.500000 Penalty: 5142.142090
	Iteration 38Q: 3 clusters Score -4903538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4903535.000000 Penalty: 5142.142090
	Iteration 39Q: 3 clusters Score -4903535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4903540.500000 Penalty: 5142.142090
	Iteration 40F: 3 clusters Score -4903540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4903538.000000 Penalty: 5142.142090
	Iteration 41Q: 3 clusters Score -4903538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4903544.500000 Penalty: 5142.142090
	Iteration 42Q: 3 clusters Score -4903544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4903540.000000 Penalty: 5142.142090
	Iteration 43Q: 3 clusters Score -4903540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4903535.000000 Penalty: 5142.142090
	Iteration 44Q: 3 clusters Score -4903535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4903537.000000 Penalty: 5142.142090
	Iteration 45Q: 3 clusters Score -4903537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4903538.500000 Penalty: 5142.142090
	Iteration 46Q: 3 clusters Score -4903538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4903539.500000 Penalty: 5142.142090
	Iteration 47Q: 3 clusters Score -4903540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4903539.000000 Penalty: 5142.142090
	Iteration 48Q: 3 clusters Score -4903539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4903543.500000 Penalty: 5142.142090
	Iteration 49Q: 3 clusters Score -4903544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4903546.000000 Penalty: 5142.142090
	Iteration 50Q: 3 clusters Score -4903546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4903550.500000 Penalty: 5142.142090
	Iteration 51Q: 3 clusters Score -4903550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4903547.500000 Penalty: 5142.142090
	Iteration 52Q: 3 clusters Score -4903548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4903547.500000 Penalty: 5142.142090
	Iteration 53F: 3 clusters Score -4903548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67583.273438 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67583.27 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68086.484375 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -68086.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68443.117188 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68443.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -68556.765625 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -68556.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68644.703125 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68720.390625 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68720.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -68823.718750 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68823.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -68918.132812 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68918.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -68929.906250 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68929.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68934.078125 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68934.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68940.742188 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68940.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68945.421875 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68945.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68953.210938 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -68953.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68961.703125 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -68961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -68967.023438 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -68967.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -68972.000000 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -68972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68975.132812 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -68975.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68978.437500 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -68978.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68997.085938 Penalty: 3118.777832
	Iteration 18F: 3 clusters Score -68997.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69083.359375 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -69083.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69118.250000 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -69118.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69127.562500 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -69127.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69127.562500 Penalty: 3118.777832
	Iteration 22F: 3 clusters Score -69127.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99584 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 50906 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102019 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
Score: -137783920.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137785264.000000 to -137783920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -1140077.750000 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -1140078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1133824.250000 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -1133824 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1135614.375000 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -1135614 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1136035.375000 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -1136035 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1136427.000000 Penalty: 4443.818359
	Iteration 3F: 3 clusters Score -1136427 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1136772.000000 Penalty: 4443.818359
	Iteration 4F: 3 clusters Score -1136772 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1137079.625000 Penalty: 4443.818359
	Iteration 5F: 3 clusters Score -1137080 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1137332.750000 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -1137333 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1137520.375000 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -1137520 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1137666.375000 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -1137666 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1137786.125000 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -1137786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1137897.000000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -1137897 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1137996.625000 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -1137997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1138081.375000 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -1138081 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1138153.500000 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -1138154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1138216.625000 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -1138217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1138258.500000 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -1138258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1138298.000000 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -1138298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1138326.000000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -1138326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1138352.375000 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -1138352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1138378.500000 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -1138378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1138405.125000 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -1138405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1138428.375000 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -1138428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1138451.125000 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -1138451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1138475.375000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -1138475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1138491.125000 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -1138491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1138511.500000 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -1138512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1138525.625000 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -1138526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1138532.500000 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -1138532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1138544.875000 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -1138545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1138554.375000 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -1138554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1138567.500000 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -1138568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1138574.875000 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -1138575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1138579.125000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -1138579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1138584.875000 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -1138585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1138584.375000 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -1138584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1138587.625000 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -1138588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1138588.625000 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -1138589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1138591.500000 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -1138592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1138595.125000 Penalty: 4443.818359
	Iteration 38Q: 3 clusters Score -1138595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1138599.125000 Penalty: 4443.818359
	Iteration 39Q: 3 clusters Score -1138599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1138606.000000 Penalty: 4443.818359
	Iteration 40F: 3 clusters Score -1138606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1138620.875000 Penalty: 4443.818359
	Iteration 41Q: 3 clusters Score -1138621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1138635.500000 Penalty: 4443.818359
	Iteration 42Q: 3 clusters Score -1138636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1138653.125000 Penalty: 4443.818359
	Iteration 43Q: 3 clusters Score -1138653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1138674.000000 Penalty: 4443.818359
	Iteration 44Q: 3 clusters Score -1138674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1138696.000000 Penalty: 4443.818359
	Iteration 45Q: 3 clusters Score -1138696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1138715.250000 Penalty: 4443.818359
	Iteration 46Q: 3 clusters Score -1138715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1138725.375000 Penalty: 4443.818359
	Iteration 47Q: 3 clusters Score -1138725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1138735.500000 Penalty: 4443.818359
	Iteration 48Q: 3 clusters Score -1138736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1138739.000000 Penalty: 4443.818359
	Iteration 49Q: 3 clusters Score -1138739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1138741.125000 Penalty: 4443.818359
	Iteration 50Q: 3 clusters Score -1138741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1138744.750000 Penalty: 4443.818359
	Iteration 51Q: 3 clusters Score -1138745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1138746.625000 Penalty: 4443.818359
	Iteration 52Q: 3 clusters Score -1138747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1138751.875000 Penalty: 4443.818359
	Iteration 53Q: 3 clusters Score -1138752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1138752.500000 Penalty: 4443.818359
	Iteration 54Q: 3 clusters Score -1138752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1138752.500000 Penalty: 4443.818359
	Iteration 55F: 3 clusters Score -1138752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Entering Unmasked Estep 
Score: -6648066.500000 Penalty: 2646.419434
	Iteration 0F: 2 clusters Score -6648066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6619120.000000 Penalty: 5292.838867
	Iteration 0F: 3 clusters Score -6619120 nChanged 19723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6630226.500000 Penalty: 5292.838867
	Iteration 1F: 3 clusters Score -6630226 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -6631056.500000 Penalty: 5292.838867
	Iteration 2Q: 3 clusters Score -6631056 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -6631926.500000 Penalty: 5292.838867
	Iteration 3Q: 3 clusters Score -6631926 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -6632952.500000 Penalty: 5292.838867
	Iteration 4F: 3 clusters Score -6632952 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6634349.500000 Penalty: 5292.838867
	Iteration 5F: 3 clusters Score -6634350 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6636043.500000 Penalty: 5292.838867
	Iteration 6F: 3 clusters Score -6636044 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -6638335.000000 Penalty: 5292.838867
	Iteration 7F: 3 clusters Score -6638335 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -6640872.500000 Penalty: 5292.838867
	Iteration 8F: 3 clusters Score -6640872 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -6643072.500000 Penalty: 5292.838867
	Iteration 9F: 3 clusters Score -6643072 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -6644569.500000 Penalty: 5292.838867
	Iteration 10Q: 3 clusters Score -6644570 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -6645253.500000 Penalty: 5292.838867
	Iteration 11Q: 3 clusters Score -6645254 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6645550.000000 Penalty: 5292.838867
	Iteration 12Q: 3 clusters Score -6645550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -6645655.500000 Penalty: 5292.838867
	Iteration 13Q: 3 clusters Score -6645656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6645702.000000 Penalty: 5292.838867
	Iteration 14Q: 3 clusters Score -6645702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -6645751.000000 Penalty: 5292.838867
	Iteration 15Q: 3 clusters Score -6645751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -6645765.500000 Penalty: 5292.838867
	Iteration 16Q: 3 clusters Score -6645766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6645793.000000 Penalty: 5292.838867
	Iteration 17Q: 3 clusters Score -6645793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6645796.000000 Penalty: 5292.838867
	Iteration 18Q: 3 clusters Score -6645796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6645805.500000 Penalty: 5292.838867
	Iteration 19Q: 3 clusters Score -6645806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6645806.000000 Penalty: 5292.838867
	Iteration 20F: 3 clusters Score -6645806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6645811.500000 Penalty: 5292.838867
	Iteration 21Q: 3 clusters Score -6645812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6645814.500000 Penalty: 5292.838867
	Iteration 22Q: 3 clusters Score -6645814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6645814.500000 Penalty: 5292.838867
	Iteration 23F: 3 clusters Score -6645814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Entering Unmasked Estep 
Score: -16367342.000000 Penalty: 2870.125977
	Iteration 0F: 2 clusters Score -1.636734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -16298787.000000 Penalty: 5740.251953
	Iteration 0F: 3 clusters Score -1.629879e+07 nChanged 50569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -16328548.000000 Penalty: 5740.251953
	Iteration 1F: 3 clusters Score -1.632855e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -16329963.000000 Penalty: 5740.251953
	Iteration 2Q: 3 clusters Score -1.632996e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -16332092.000000 Penalty: 5740.251953
	Iteration 3Q: 3 clusters Score -1.633209e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -16335364.000000 Penalty: 5740.251953
	Iteration 4F: 3 clusters Score -1.633536e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -16340888.000000 Penalty: 5740.251953
	Iteration 5F: 3 clusters Score -1.634089e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -16348282.000000 Penalty: 5740.251953
	Iteration 6F: 3 clusters Score -1.634828e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -16355892.000000 Penalty: 5740.251953
	Iteration 7F: 3 clusters Score -1.635589e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -16360078.000000 Penalty: 5740.251953
	Iteration 8F: 3 clusters Score -1.636008e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -16361481.000000 Penalty: 5740.251953
	Iteration 9Q: 3 clusters Score -1.636148e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -16362000.000000 Penalty: 5740.251953
	Iteration 10Q: 3 clusters Score -1.6362e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -16362404.000000 Penalty: 5740.251953
	Iteration 11Q: 3 clusters Score -1.63624e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -16362693.000000 Penalty: 5740.251953
	Iteration 12Q: 3 clusters Score -1.636269e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -16362971.000000 Penalty: 5740.251953
	Iteration 13Q: 3 clusters Score -1.636297e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -16363198.000000 Penalty: 5740.251953
	Iteration 14Q: 3 clusters Score -1.63632e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -16363418.000000 Penalty: 5740.251953
	Iteration 15Q: 3 clusters Score -1.636342e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -16363611.000000 Penalty: 5740.251953
	Iteration 16Q: 3 clusters Score -1.636361e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -16363745.000000 Penalty: 5740.251953
	Iteration 17Q: 3 clusters Score -1.636374e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -16363838.000000 Penalty: 5740.251953
	Iteration 18Q: 3 clusters Score -1.636384e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -16363930.000000 Penalty: 5740.251953
	Iteration 19Q: 3 clusters Score -1.636393e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -16363983.000000 Penalty: 5740.251953
	Iteration 20F: 3 clusters Score -1.636398e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -16364111.000000 Penalty: 5740.251953
	Iteration 21Q: 3 clusters Score -1.636411e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -16364177.000000 Penalty: 5740.251953
	Iteration 22Q: 3 clusters Score -1.636418e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -16364287.000000 Penalty: 5740.251953
	Iteration 23Q: 3 clusters Score -1.636429e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -16364327.000000 Penalty: 5740.251953
	Iteration 24Q: 3 clusters Score -1.636433e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -16364400.000000 Penalty: 5740.251953
	Iteration 25Q: 3 clusters Score -1.63644e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -16364488.000000 Penalty: 5740.251953
	Iteration 26Q: 3 clusters Score -1.636449e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -16364603.000000 Penalty: 5740.251953
	Iteration 27Q: 3 clusters Score -1.63646e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -16364711.000000 Penalty: 5740.251953
	Iteration 28Q: 3 clusters Score -1.636471e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -16364827.000000 Penalty: 5740.251953
	Iteration 29Q: 3 clusters Score -1.636483e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -16364921.000000 Penalty: 5740.251953
	Iteration 30Q: 3 clusters Score -1.636492e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -16364999.000000 Penalty: 5740.251953
	Iteration 31Q: 3 clusters Score -1.6365e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -16365056.000000 Penalty: 5740.251953
	Iteration 32Q: 3 clusters Score -1.636506e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -16365187.000000 Penalty: 5740.251953
	Iteration 33Q: 3 clusters Score -1.636519e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -16365263.000000 Penalty: 5740.251953
	Iteration 34Q: 3 clusters Score -1.636526e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -16365365.000000 Penalty: 5740.251953
	Iteration 35Q: 3 clusters Score -1.636536e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -16365448.000000 Penalty: 5740.251953
	Iteration 36Q: 3 clusters Score -1.636545e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -16365550.000000 Penalty: 5740.251953
	Iteration 37Q: 3 clusters Score -1.636555e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -16365624.000000 Penalty: 5740.251953
	Iteration 38Q: 3 clusters Score -1.636562e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -16365749.000000 Penalty: 5740.251953
	Iteration 39Q: 3 clusters Score -1.636575e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -16365881.000000 Penalty: 5740.251953
	Iteration 40F: 3 clusters Score -1.636588e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -16366093.000000 Penalty: 5740.251953
	Iteration 41Q: 3 clusters Score -1.636609e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -16366275.000000 Penalty: 5740.251953
	Iteration 42Q: 3 clusters Score -1.636628e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -16366470.000000 Penalty: 5740.251953
	Iteration 43Q: 3 clusters Score -1.636647e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -16366632.000000 Penalty: 5740.251953
	Iteration 44Q: 3 clusters Score -1.636663e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -16366786.000000 Penalty: 5740.251953
	Iteration 45Q: 3 clusters Score -1.636679e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -16366911.000000 Penalty: 5740.251953
	Iteration 46Q: 3 clusters Score -1.636691e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -16366940.000000 Penalty: 5740.251953
	Iteration 47Q: 3 clusters Score -1.636694e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -16366932.000000 Penalty: 5740.251953
	Iteration 48Q: 3 clusters Score -1.636693e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -16366978.000000 Penalty: 5740.251953
	Iteration 49Q: 3 clusters Score -1.636698e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -16367053.000000 Penalty: 5740.251953
	Iteration 50Q: 3 clusters Score -1.636705e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -16367057.000000 Penalty: 5740.251953
	Iteration 51Q: 3 clusters Score -1.636706e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -16366972.000000 Penalty: 5740.251953
	Iteration 52Q: 3 clusters Score -1.636697e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -16366872.000000 Penalty: 5740.251953
	Iteration 53Q: 3 clusters Score -1.636687e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -16366850.000000 Penalty: 5740.251953
	Iteration 54Q: 3 clusters Score -1.636685e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -16366821.000000 Penalty: 5740.251953
	Iteration 55Q: 3 clusters Score -1.636682e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -16366712.000000 Penalty: 5740.251953
	Iteration 56Q: 3 clusters Score -1.636671e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -16366575.000000 Penalty: 5740.251953
	Iteration 57Q: 3 clusters Score -1.636658e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -16366481.000000 Penalty: 5740.251953
	Iteration 58Q: 3 clusters Score -1.636648e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16366395.000000 Penalty: 5740.251953
	Iteration 59Q: 3 clusters Score -1.63664e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -16366332.000000 Penalty: 5740.251953
	Iteration 60F: 3 clusters Score -1.636633e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -16366245.000000 Penalty: 5740.251953
	Iteration 61Q: 3 clusters Score -1.636624e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16366163.000000 Penalty: 5740.251953
	Iteration 62Q: 3 clusters Score -1.636616e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16366120.000000 Penalty: 5740.251953
	Iteration 63Q: 3 clusters Score -1.636612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16366095.000000 Penalty: 5740.251953
	Iteration 64Q: 3 clusters Score -1.63661e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16366053.000000 Penalty: 5740.251953
	Iteration 65Q: 3 clusters Score -1.636605e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16366012.000000 Penalty: 5740.251953
	Iteration 66Q: 3 clusters Score -1.636601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16366005.000000 Penalty: 5740.251953
	Iteration 67Q: 3 clusters Score -1.6366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16365994.000000 Penalty: 5740.251953
	Iteration 68Q: 3 clusters Score -1.636599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16365979.000000 Penalty: 5740.251953
	Iteration 69Q: 3 clusters Score -1.636598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16365963.000000 Penalty: 5740.251953
	Iteration 70Q: 3 clusters Score -1.636596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16365964.000000 Penalty: 5740.251953
	Iteration 71Q: 3 clusters Score -1.636596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16365942.000000 Penalty: 5740.251953
	Iteration 72Q: 3 clusters Score -1.636594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16365920.000000 Penalty: 5740.251953
	Iteration 73Q: 3 clusters Score -1.636592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16365915.000000 Penalty: 5740.251953
	Iteration 74Q: 3 clusters Score -1.636592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16365897.000000 Penalty: 5740.251953
	Iteration 75Q: 3 clusters Score -1.63659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16365892.000000 Penalty: 5740.251953
	Iteration 76Q: 3 clusters Score -1.636589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16365905.000000 Penalty: 5740.251953
	Iteration 77Q: 3 clusters Score -1.63659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16365891.000000 Penalty: 5740.251953
	Iteration 78Q: 3 clusters Score -1.636589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16365896.000000 Penalty: 5740.251953
	Iteration 79Q: 3 clusters Score -1.63659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16365916.000000 Penalty: 5740.251953
	Iteration 80F: 3 clusters Score -1.636592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16365896.000000 Penalty: 5740.251953
	Iteration 81Q: 3 clusters Score -1.63659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16365906.000000 Penalty: 5740.251953
	Iteration 82Q: 3 clusters Score -1.636591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16365908.000000 Penalty: 5740.251953
	Iteration 83Q: 3 clusters Score -1.636591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16365893.000000 Penalty: 5740.251953
	Iteration 84Q: 3 clusters Score -1.636589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16365889.000000 Penalty: 5740.251953
	Iteration 85Q: 3 clusters Score -1.636589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16365889.000000 Penalty: 5740.251953
	Iteration 86F: 3 clusters Score -1.636589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Entering Unmasked Estep 
Score: -4401357.500000 Penalty: 2551.474854
	Iteration 0F: 2 clusters Score -4401358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4381246.000000 Penalty: 5102.949707
	Iteration 0F: 3 clusters Score -4381246 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4388581.000000 Penalty: 5102.949707
	Iteration 1F: 3 clusters Score -4388581 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4389380.000000 Penalty: 5102.949707
	Iteration 2F: 3 clusters Score -4389380 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4390209.000000 Penalty: 5102.949707
	Iteration 3F: 3 clusters Score -4390209 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4391241.000000 Penalty: 5102.949707
	Iteration 4F: 3 clusters Score -4391241 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4392414.500000 Penalty: 5102.949707
	Iteration 5F: 3 clusters Score -4392414 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4393696.000000 Penalty: 5102.949707
	Iteration 6F: 3 clusters Score -4393696 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4394998.000000 Penalty: 5102.949707
	Iteration 7F: 3 clusters Score -4394998 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -4396209.500000 Penalty: 5102.949707
	Iteration 8F: 3 clusters Score -4396210 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4397233.000000 Penalty: 5102.949707
	Iteration 9Q: 3 clusters Score -4397233 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -4397960.000000 Penalty: 5102.949707
	Iteration 10Q: 3 clusters Score -4397960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4398445.500000 Penalty: 5102.949707
	Iteration 11Q: 3 clusters Score -4398446 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4398698.000000 Penalty: 5102.949707
	Iteration 12Q: 3 clusters Score -4398698 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4398861.000000 Penalty: 5102.949707
	Iteration 13Q: 3 clusters Score -4398861 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4398956.500000 Penalty: 5102.949707
	Iteration 14Q: 3 clusters Score -4398956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4399015.500000 Penalty: 5102.949707
	Iteration 15Q: 3 clusters Score -4399016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4399046.500000 Penalty: 5102.949707
	Iteration 16Q: 3 clusters Score -4399046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4399077.500000 Penalty: 5102.949707
	Iteration 17Q: 3 clusters Score -4399078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4399094.500000 Penalty: 5102.949707
	Iteration 18Q: 3 clusters Score -4399094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4399121.500000 Penalty: 5102.949707
	Iteration 19Q: 3 clusters Score -4399122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4399137.000000 Penalty: 5102.949707
	Iteration 20F: 3 clusters Score -4399137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4399144.500000 Penalty: 5102.949707
	Iteration 21Q: 3 clusters Score -4399144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4399148.500000 Penalty: 5102.949707
	Iteration 22Q: 3 clusters Score -4399148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4399155.500000 Penalty: 5102.949707
	Iteration 23Q: 3 clusters Score -4399156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4399159.500000 Penalty: 5102.949707
	Iteration 24Q: 3 clusters Score -4399160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4399162.000000 Penalty: 5102.949707
	Iteration 25Q: 3 clusters Score -4399162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4399164.500000 Penalty: 5102.949707
	Iteration 26Q: 3 clusters Score -4399164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4399172.000000 Penalty: 5102.949707
	Iteration 27Q: 3 clusters Score -4399172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4399174.500000 Penalty: 5102.949707
	Iteration 28Q: 3 clusters Score -4399174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4399181.500000 Penalty: 5102.949707
	Iteration 29Q: 3 clusters Score -4399182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4399183.500000 Penalty: 5102.949707
	Iteration 30Q: 3 clusters Score -4399184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4399186.000000 Penalty: 5102.949707
	Iteration 31Q: 3 clusters Score -4399186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4399185.500000 Penalty: 5102.949707
	Iteration 32Q: 3 clusters Score -4399186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4399185.500000 Penalty: 5102.949707
	Iteration 33F: 3 clusters Score -4399186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -721675.000000 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -721675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -717257.000000 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -717257 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -718399.500000 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -718399.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -718812.125000 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -718812.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -719144.875000 Penalty: 4214.507324
	Iteration 3F: 3 clusters Score -719144.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -719439.312500 Penalty: 4214.507324
	Iteration 4F: 3 clusters Score -719439.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -719684.000000 Penalty: 4214.507324
	Iteration 5F: 3 clusters Score -719684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -719887.500000 Penalty: 4214.507324
	Iteration 6F: 3 clusters Score -719887.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -720029.000000 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -720029 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -720120.812500 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -720120.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -720182.062500 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -720182.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -720222.687500 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -720222.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -720255.187500 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -720255.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -720281.375000 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -720281.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -720295.500000 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -720295.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -720304.437500 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -720304.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -720310.937500 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -720310.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -720320.437500 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -720320.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -720327.187500 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -720327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -720330.500000 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -720330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -720333.687500 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -720333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -720337.500000 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -720337.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -720341.687500 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -720341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -720346.875000 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -720346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -720347.187500 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -720347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -720349.687500 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -720349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -720350.125000 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -720350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -720353.312500 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -720353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -720354.312500 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -720354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -720355.125000 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -720355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -720360.187500 Penalty: 4214.507324
	Iteration 29Q: 3 clusters Score -720360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -720365.250000 Penalty: 4214.507324
	Iteration 30Q: 3 clusters Score -720365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -720366.312500 Penalty: 4214.507324
	Iteration 31Q: 3 clusters Score -720366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -720367.000000 Penalty: 4214.507324
	Iteration 32Q: 3 clusters Score -720367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -720368.312500 Penalty: 4214.507324
	Iteration 33Q: 3 clusters Score -720368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -720369.125000 Penalty: 4214.507324
	Iteration 34Q: 3 clusters Score -720369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -720369.187500 Penalty: 4214.507324
	Iteration 35Q: 3 clusters Score -720369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -720369.562500 Penalty: 4214.507324
	Iteration 36Q: 3 clusters Score -720369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -720369.562500 Penalty: 4214.507324
	Iteration 37F: 3 clusters Score -720369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Entering Unmasked Estep 
Score: -15349214.000000 Penalty: 2854.171631
	Iteration 0F: 2 clusters Score -1.534921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -15284656.000000 Penalty: 5708.343262
	Iteration 0F: 3 clusters Score -1.528466e+07 nChanged 47009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -15311177.000000 Penalty: 5708.343262
	Iteration 1F: 3 clusters Score -1.531118e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -15312253.000000 Penalty: 5708.343262
	Iteration 2Q: 3 clusters Score -1.531225e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -15313757.000000 Penalty: 5708.343262
	Iteration 3Q: 3 clusters Score -1.531376e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -15315556.000000 Penalty: 5708.343262
	Iteration 4Q: 3 clusters Score -1.531556e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -15317765.000000 Penalty: 5708.343262
	Iteration 5Q: 3 clusters Score -1.531776e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -15320191.000000 Penalty: 5708.343262
	Iteration 6F: 3 clusters Score -1.532019e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -15322772.000000 Penalty: 5708.343262
	Iteration 7F: 3 clusters Score -1.532277e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -15325344.000000 Penalty: 5708.343262
	Iteration 8F: 3 clusters Score -1.532534e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -15327447.000000 Penalty: 5708.343262
	Iteration 9Q: 3 clusters Score -1.532745e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -15329311.000000 Penalty: 5708.343262
	Iteration 10Q: 3 clusters Score -1.532931e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -15330893.000000 Penalty: 5708.343262
	Iteration 11Q: 3 clusters Score -1.533089e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -15332600.000000 Penalty: 5708.343262
	Iteration 12Q: 3 clusters Score -1.53326e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -15334272.000000 Penalty: 5708.343262
	Iteration 13Q: 3 clusters Score -1.533427e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -15335990.000000 Penalty: 5708.343262
	Iteration 14Q: 3 clusters Score -1.533599e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -15337559.000000 Penalty: 5708.343262
	Iteration 15Q: 3 clusters Score -1.533756e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -15338666.000000 Penalty: 5708.343262
	Iteration 16Q: 3 clusters Score -1.533867e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -15339710.000000 Penalty: 5708.343262
	Iteration 17Q: 3 clusters Score -1.533971e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -15340685.000000 Penalty: 5708.343262
	Iteration 18Q: 3 clusters Score -1.534068e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -15341443.000000 Penalty: 5708.343262
	Iteration 19Q: 3 clusters Score -1.534144e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -15342438.000000 Penalty: 5708.343262
	Iteration 20F: 3 clusters Score -1.534244e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -15343417.000000 Penalty: 5708.343262
	Iteration 21Q: 3 clusters Score -1.534342e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -15344339.000000 Penalty: 5708.343262
	Iteration 22Q: 3 clusters Score -1.534434e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -15345149.000000 Penalty: 5708.343262
	Iteration 23Q: 3 clusters Score -1.534515e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -15345730.000000 Penalty: 5708.343262
	Iteration 24Q: 3 clusters Score -1.534573e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -15346177.000000 Penalty: 5708.343262
	Iteration 25Q: 3 clusters Score -1.534618e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15346481.000000 Penalty: 5708.343262
	Iteration 26Q: 3 clusters Score -1.534648e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15346642.000000 Penalty: 5708.343262
	Iteration 27Q: 3 clusters Score -1.534664e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15346715.000000 Penalty: 5708.343262
	Iteration 28Q: 3 clusters Score -1.534672e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15346787.000000 Penalty: 5708.343262
	Iteration 29Q: 3 clusters Score -1.534679e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98670 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15346792.000000 Penalty: 5708.343262
	Iteration 30Q: 3 clusters Score -1.534679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15346849.000000 Penalty: 5708.343262
	Iteration 31Q: 3 clusters Score -1.534685e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15346866.000000 Penalty: 5708.343262
	Iteration 32Q: 3 clusters Score -1.534687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15346891.000000 Penalty: 5708.343262
	Iteration 33Q: 3 clusters Score -1.534689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15346874.000000 Penalty: 5708.343262
	Iteration 34Q: 3 clusters Score -1.534687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15346886.000000 Penalty: 5708.343262
	Iteration 35Q: 3 clusters Score -1.534689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15346912.000000 Penalty: 5708.343262
	Iteration 36Q: 3 clusters Score -1.534691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15346917.000000 Penalty: 5708.343262
	Iteration 37Q: 3 clusters Score -1.534692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98961 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15346916.000000 Penalty: 5708.343262
	Iteration 38Q: 3 clusters Score -1.534692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15346926.000000 Penalty: 5708.343262
	Iteration 39Q: 3 clusters Score -1.534693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -15346918.000000 Penalty: 5708.343262
	Iteration 40F: 3 clusters Score -1.534692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15346920.000000 Penalty: 5708.343262
	Iteration 41Q: 3 clusters Score -1.534692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15346943.000000 Penalty: 5708.343262
	Iteration 42Q: 3 clusters Score -1.534694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15346954.000000 Penalty: 5708.343262
	Iteration 43Q: 3 clusters Score -1.534695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15346947.000000 Penalty: 5708.343262
	Iteration 44Q: 3 clusters Score -1.534695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15346944.000000 Penalty: 5708.343262
	Iteration 45Q: 3 clusters Score -1.534694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15346939.000000 Penalty: 5708.343262
	Iteration 46Q: 3 clusters Score -1.534694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15346938.000000 Penalty: 5708.343262
	Iteration 47Q: 3 clusters Score -1.534694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15346935.000000 Penalty: 5708.343262
	Iteration 48Q: 3 clusters Score -1.534694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15346938.000000 Penalty: 5708.343262
	Iteration 49Q: 3 clusters Score -1.534694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15346934.000000 Penalty: 5708.343262
	Iteration 50Q: 3 clusters Score -1.534693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15346935.000000 Penalty: 5708.343262
	Iteration 51Q: 3 clusters Score -1.534694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15346934.000000 Penalty: 5708.343262
	Iteration 52Q: 3 clusters Score -1.534693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15346931.000000 Penalty: 5708.343262
	Iteration 53Q: 3 clusters Score -1.534693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15346931.000000 Penalty: 5708.343262
	Iteration 54F: 3 clusters Score -1.534693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38942.234375 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38942.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39260.894531 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39260.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39401.882812 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39401.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39498.089844 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -39498.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39599.117188 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39599.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39660.625000 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39660.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39703.246094 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39703.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39722.156250 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39722.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39724.402344 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39724.402344 Penalty: 2886.761230
	Iteration 9F: 3 clusters Score -39724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Entering Unmasked Estep 
Score: -7845746.500000 Penalty: 2684.660156
	Iteration 0F: 2 clusters Score -7845746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -7811864.500000 Penalty: 5369.320312
	Iteration 0F: 3 clusters Score -7811864 nChanged 23367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -7824724.000000 Penalty: 5369.320312
	Iteration 1F: 3 clusters Score -7824724 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -7825205.500000 Penalty: 5369.320312
	Iteration 2Q: 3 clusters Score -7825206 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7825675.500000 Penalty: 5369.320312
	Iteration 3Q: 3 clusters Score -7825676 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -7826122.500000 Penalty: 5369.320312
	Iteration 4Q: 3 clusters Score -7826122 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -7826520.000000 Penalty: 5369.320312
	Iteration 5Q: 3 clusters Score -7826520 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -7827071.500000 Penalty: 5369.320312
	Iteration 6Q: 3 clusters Score -7827072 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7827805.500000 Penalty: 5369.320312
	Iteration 7Q: 3 clusters Score -7827806 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -7828927.000000 Penalty: 5369.320312
	Iteration 8Q: 3 clusters Score -7828927 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7830555.500000 Penalty: 5369.320312
	Iteration 9F: 3 clusters Score -7830556 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7832883.500000 Penalty: 5369.320312
	Iteration 10F: 3 clusters Score -7832884 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7836046.500000 Penalty: 5369.320312
	Iteration 11F: 3 clusters Score -7836046 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -7839217.000000 Penalty: 5369.320312
	Iteration 12F: 3 clusters Score -7839217 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -7841362.500000 Penalty: 5369.320312
	Iteration 13Q: 3 clusters Score -7841362 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -7842517.500000 Penalty: 5369.320312
	Iteration 14Q: 3 clusters Score -7842518 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -7843001.000000 Penalty: 5369.320312
	Iteration 15Q: 3 clusters Score -7843001 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7843206.500000 Penalty: 5369.320312
	Iteration 16Q: 3 clusters Score -7843206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -7843280.000000 Penalty: 5369.320312
	Iteration 17Q: 3 clusters Score -7843280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -7843322.000000 Penalty: 5369.320312
	Iteration 18Q: 3 clusters Score -7843322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -7843348.000000 Penalty: 5369.320312
	Iteration 19Q: 3 clusters Score -7843348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -7843374.500000 Penalty: 5369.320312
	Iteration 20F: 3 clusters Score -7843374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7843392.000000 Penalty: 5369.320312
	Iteration 21Q: 3 clusters Score -7843392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -7843398.000000 Penalty: 5369.320312
	Iteration 22Q: 3 clusters Score -7843398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -7843404.000000 Penalty: 5369.320312
	Iteration 23Q: 3 clusters Score -7843404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -7843410.000000 Penalty: 5369.320312
	Iteration 24Q: 3 clusters Score -7843410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7843413.000000 Penalty: 5369.320312
	Iteration 25Q: 3 clusters Score -7843413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7843413.000000 Penalty: 5369.320312
	Iteration 26F: 3 clusters Score -7843413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Entering Unmasked Estep 
Score: -6459505.500000 Penalty: 2645.976074
	Iteration 0F: 2 clusters Score -6459506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -6430370.500000 Penalty: 5291.952148
	Iteration 0F: 3 clusters Score -6430370 nChanged 19665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -6441212.000000 Penalty: 5291.952148
	Iteration 1F: 3 clusters Score -6441212 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6441817.000000 Penalty: 5291.952148
	Iteration 2Q: 3 clusters Score -6441817 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6442491.500000 Penalty: 5291.952148
	Iteration 3Q: 3 clusters Score -6442492 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6443352.000000 Penalty: 5291.952148
	Iteration 4Q: 3 clusters Score -6443352 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6444457.500000 Penalty: 5291.952148
	Iteration 5Q: 3 clusters Score -6444458 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6445997.500000 Penalty: 5291.952148
	Iteration 6F: 3 clusters Score -6445998 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -6448041.500000 Penalty: 5291.952148
	Iteration 7F: 3 clusters Score -6448042 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -6450418.500000 Penalty: 5291.952148
	Iteration 8F: 3 clusters Score -6450418 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6452772.500000 Penalty: 5291.952148
	Iteration 9F: 3 clusters Score -6452772 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -6454656.000000 Penalty: 5291.952148
	Iteration 10Q: 3 clusters Score -6454656 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6455796.500000 Penalty: 5291.952148
	Iteration 11Q: 3 clusters Score -6455796 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -6456429.500000 Penalty: 5291.952148
	Iteration 12Q: 3 clusters Score -6456430 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6456855.500000 Penalty: 5291.952148
	Iteration 13Q: 3 clusters Score -6456856 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -6457115.000000 Penalty: 5291.952148
	Iteration 14Q: 3 clusters Score -6457115 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -6457307.500000 Penalty: 5291.952148
	Iteration 15Q: 3 clusters Score -6457308 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -6457499.500000 Penalty: 5291.952148
	Iteration 16Q: 3 clusters Score -6457500 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -6457638.000000 Penalty: 5291.952148
	Iteration 17Q: 3 clusters Score -6457638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6457746.500000 Penalty: 5291.952148
	Iteration 18Q: 3 clusters Score -6457746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -6457844.000000 Penalty: 5291.952148
	Iteration 19Q: 3 clusters Score -6457844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -6457910.000000 Penalty: 5291.952148
	Iteration 20F: 3 clusters Score -6457910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -6457941.500000 Penalty: 5291.952148
	Iteration 21Q: 3 clusters Score -6457942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6457960.500000 Penalty: 5291.952148
	Iteration 22Q: 3 clusters Score -6457960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -6457988.000000 Penalty: 5291.952148
	Iteration 23Q: 3 clusters Score -6457988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -6458019.000000 Penalty: 5291.952148
	Iteration 24Q: 3 clusters Score -6458019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -6458028.500000 Penalty: 5291.952148
	Iteration 25Q: 3 clusters Score -6458028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6458039.000000 Penalty: 5291.952148
	Iteration 26Q: 3 clusters Score -6458039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6458038.500000 Penalty: 5291.952148
	Iteration 27Q: 3 clusters Score -6458038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6458051.500000 Penalty: 5291.952148
	Iteration 28Q: 3 clusters Score -6458052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -6458061.500000 Penalty: 5291.952148
	Iteration 29Q: 3 clusters Score -6458062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -6458048.500000 Penalty: 5291.952148
	Iteration 30Q: 3 clusters Score -6458048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -6458067.000000 Penalty: 5291.952148
	Iteration 31Q: 3 clusters Score -6458067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -6458067.000000 Penalty: 5291.952148
	Iteration 32Q: 3 clusters Score -6458067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -6458076.000000 Penalty: 5291.952148
	Iteration 33Q: 3 clusters Score -6458076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -6458073.000000 Penalty: 5291.952148
	Iteration 34Q: 3 clusters Score -6458073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -6458078.000000 Penalty: 5291.952148
	Iteration 35Q: 3 clusters Score -6458078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6458078.000000 Penalty: 5291.952148
	Iteration 36Q: 3 clusters Score -6458078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -6458087.500000 Penalty: 5291.952148
	Iteration 37Q: 3 clusters Score -6458088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -6458091.500000 Penalty: 5291.952148
	Iteration 38Q: 3 clusters Score -6458092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -6458078.500000 Penalty: 5291.952148
	Iteration 39Q: 3 clusters Score -6458078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -6458080.500000 Penalty: 5291.952148
	Iteration 40F: 3 clusters Score -6458080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -6458084.000000 Penalty: 5291.952148
	Iteration 41Q: 3 clusters Score -6458084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -6458083.000000 Penalty: 5291.952148
	Iteration 42Q: 3 clusters Score -6458083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -6458082.500000 Penalty: 5291.952148
	Iteration 43Q: 3 clusters Score -6458082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -6458083.000000 Penalty: 5291.952148
	Iteration 44Q: 3 clusters Score -6458083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6458078.500000 Penalty: 5291.952148
	Iteration 45Q: 3 clusters Score -6458078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -6458084.500000 Penalty: 5291.952148
	Iteration 46Q: 3 clusters Score -6458084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -6458083.500000 Penalty: 5291.952148
	Iteration 47Q: 3 clusters Score -6458084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6458080.000000 Penalty: 5291.952148
	Iteration 48Q: 3 clusters Score -6458080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -6458086.500000 Penalty: 5291.952148
	Iteration 49Q: 3 clusters Score -6458086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -6458086.500000 Penalty: 5291.952148
	Iteration 50F: 3 clusters Score -6458086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Entering Unmasked Estep 
Score: -16838572.000000 Penalty: 2877.098145
	Iteration 0F: 2 clusters Score -1.683857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -16769175.000000 Penalty: 5754.196289
	Iteration 0F: 3 clusters Score -1.676918e+07 nChanged 51910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -16798556.000000 Penalty: 5754.196289
	Iteration 1F: 3 clusters Score -1.679856e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -16799190.000000 Penalty: 5754.196289
	Iteration 2Q: 3 clusters Score -1.679919e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -16799846.000000 Penalty: 5754.196289
	Iteration 3Q: 3 clusters Score -1.679985e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -16800758.000000 Penalty: 5754.196289
	Iteration 4Q: 3 clusters Score -1.680076e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -16801850.000000 Penalty: 5754.196289
	Iteration 5Q: 3 clusters Score -1.680185e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -16803464.000000 Penalty: 5754.196289
	Iteration 6Q: 3 clusters Score -1.680346e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -16805678.000000 Penalty: 5754.196289
	Iteration 7Q: 3 clusters Score -1.680568e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -16809308.000000 Penalty: 5754.196289
	Iteration 8F: 3 clusters Score -1.680931e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -16814902.000000 Penalty: 5754.196289
	Iteration 9F: 3 clusters Score -1.68149e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -16821670.000000 Penalty: 5754.196289
	Iteration 10F: 3 clusters Score -1.682167e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -16826430.000000 Penalty: 5754.196289
	Iteration 11F: 3 clusters Score -1.682643e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -16828360.000000 Penalty: 5754.196289
	Iteration 12Q: 3 clusters Score -1.682836e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -16829222.000000 Penalty: 5754.196289
	Iteration 13Q: 3 clusters Score -1.682922e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -16829712.000000 Penalty: 5754.196289
	Iteration 14Q: 3 clusters Score -1.682971e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -16830294.000000 Penalty: 5754.196289
	Iteration 15Q: 3 clusters Score -1.683029e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -16830624.000000 Penalty: 5754.196289
	Iteration 16Q: 3 clusters Score -1.683062e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -16830904.000000 Penalty: 5754.196289
	Iteration 17Q: 3 clusters Score -1.68309e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -16831178.000000 Penalty: 5754.196289
	Iteration 18Q: 3 clusters Score -1.683118e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -16831304.000000 Penalty: 5754.196289
	Iteration 19Q: 3 clusters Score -1.68313e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -16831502.000000 Penalty: 5754.196289
	Iteration 20F: 3 clusters Score -1.68315e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -16831674.000000 Penalty: 5754.196289
	Iteration 21Q: 3 clusters Score -1.683167e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -16831734.000000 Penalty: 5754.196289
	Iteration 22Q: 3 clusters Score -1.683173e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -16831856.000000 Penalty: 5754.196289
	Iteration 23Q: 3 clusters Score -1.683186e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -16831944.000000 Penalty: 5754.196289
	Iteration 24Q: 3 clusters Score -1.683194e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -16832008.000000 Penalty: 5754.196289
	Iteration 25Q: 3 clusters Score -1.683201e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -16832132.000000 Penalty: 5754.196289
	Iteration 26Q: 3 clusters Score -1.683213e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -16832134.000000 Penalty: 5754.196289
	Iteration 27Q: 3 clusters Score -1.683213e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -16832156.000000 Penalty: 5754.196289
	Iteration 28Q: 3 clusters Score -1.683216e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -16832218.000000 Penalty: 5754.196289
	Iteration 29Q: 3 clusters Score -1.683222e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -16832244.000000 Penalty: 5754.196289
	Iteration 30Q: 3 clusters Score -1.683224e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -16832298.000000 Penalty: 5754.196289
	Iteration 31Q: 3 clusters Score -1.68323e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -16832330.000000 Penalty: 5754.196289
	Iteration 32Q: 3 clusters Score -1.683233e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -16832324.000000 Penalty: 5754.196289
	Iteration 33Q: 3 clusters Score -1.683232e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -16832350.000000 Penalty: 5754.196289
	Iteration 34Q: 3 clusters Score -1.683235e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -16832402.000000 Penalty: 5754.196289
	Iteration 35Q: 3 clusters Score -1.68324e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -16832486.000000 Penalty: 5754.196289
	Iteration 36Q: 3 clusters Score -1.683249e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -16832508.000000 Penalty: 5754.196289
	Iteration 37Q: 3 clusters Score -1.683251e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -16832582.000000 Penalty: 5754.196289
	Iteration 38Q: 3 clusters Score -1.683258e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -16832678.000000 Penalty: 5754.196289
	Iteration 39Q: 3 clusters Score -1.683268e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -16832754.000000 Penalty: 5754.196289
	Iteration 40F: 3 clusters Score -1.683275e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -16832834.000000 Penalty: 5754.196289
	Iteration 41Q: 3 clusters Score -1.683283e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -16832922.000000 Penalty: 5754.196289
	Iteration 42Q: 3 clusters Score -1.683292e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -16833032.000000 Penalty: 5754.196289
	Iteration 43Q: 3 clusters Score -1.683303e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -16833112.000000 Penalty: 5754.196289
	Iteration 44Q: 3 clusters Score -1.683311e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -16833220.000000 Penalty: 5754.196289
	Iteration 45Q: 3 clusters Score -1.683322e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -16833326.000000 Penalty: 5754.196289
	Iteration 46Q: 3 clusters Score -1.683333e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -16833408.000000 Penalty: 5754.196289
	Iteration 47Q: 3 clusters Score -1.683341e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -16833536.000000 Penalty: 5754.196289
	Iteration 48Q: 3 clusters Score -1.683354e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -16833608.000000 Penalty: 5754.196289
	Iteration 49Q: 3 clusters Score -1.683361e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -16833696.000000 Penalty: 5754.196289
	Iteration 50Q: 3 clusters Score -1.68337e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -16833826.000000 Penalty: 5754.196289
	Iteration 51Q: 3 clusters Score -1.683383e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -16833904.000000 Penalty: 5754.196289
	Iteration 52Q: 3 clusters Score -1.68339e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -16833986.000000 Penalty: 5754.196289
	Iteration 53Q: 3 clusters Score -1.683399e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -16834132.000000 Penalty: 5754.196289
	Iteration 54Q: 3 clusters Score -1.683413e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -16834266.000000 Penalty: 5754.196289
	Iteration 55Q: 3 clusters Score -1.683427e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -16834388.000000 Penalty: 5754.196289
	Iteration 56Q: 3 clusters Score -1.683439e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -16834466.000000 Penalty: 5754.196289
	Iteration 57Q: 3 clusters Score -1.683447e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -16834614.000000 Penalty: 5754.196289
	Iteration 58Q: 3 clusters Score -1.683461e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -16834834.000000 Penalty: 5754.196289
	Iteration 59Q: 3 clusters Score -1.683483e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -16835002.000000 Penalty: 5754.196289
	Iteration 60F: 3 clusters Score -1.6835e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -16835244.000000 Penalty: 5754.196289
	Iteration 61Q: 3 clusters Score -1.683524e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -16835388.000000 Penalty: 5754.196289
	Iteration 62Q: 3 clusters Score -1.683539e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -16835614.000000 Penalty: 5754.196289
	Iteration 63Q: 3 clusters Score -1.683561e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -16835876.000000 Penalty: 5754.196289
	Iteration 64Q: 3 clusters Score -1.683588e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -16836182.000000 Penalty: 5754.196289
	Iteration 65Q: 3 clusters Score -1.683618e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -16836514.000000 Penalty: 5754.196289
	Iteration 66Q: 3 clusters Score -1.683651e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -16836750.000000 Penalty: 5754.196289
	Iteration 67Q: 3 clusters Score -1.683675e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -16836956.000000 Penalty: 5754.196289
	Iteration 68Q: 3 clusters Score -1.683696e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -16837140.000000 Penalty: 5754.196289
	Iteration 69Q: 3 clusters Score -1.683714e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -16837226.000000 Penalty: 5754.196289
	Iteration 70Q: 3 clusters Score -1.683723e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -16837272.000000 Penalty: 5754.196289
	Iteration 71Q: 3 clusters Score -1.683727e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -16837246.000000 Penalty: 5754.196289
	Iteration 72Q: 3 clusters Score -1.683725e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -16837248.000000 Penalty: 5754.196289
	Iteration 73Q: 3 clusters Score -1.683725e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -16837108.000000 Penalty: 5754.196289
	Iteration 74Q: 3 clusters Score -1.683711e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -16836958.000000 Penalty: 5754.196289
	Iteration 75Q: 3 clusters Score -1.683696e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -16836864.000000 Penalty: 5754.196289
	Iteration 76Q: 3 clusters Score -1.683686e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -16836740.000000 Penalty: 5754.196289
	Iteration 77Q: 3 clusters Score -1.683674e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -16836760.000000 Penalty: 5754.196289
	Iteration 78Q: 3 clusters Score -1.683676e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16836666.000000 Penalty: 5754.196289
	Iteration 79Q: 3 clusters Score -1.683667e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16836620.000000 Penalty: 5754.196289
	Iteration 80F: 3 clusters Score -1.683662e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -16836546.000000 Penalty: 5754.196289
	Iteration 81Q: 3 clusters Score -1.683655e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16836508.000000 Penalty: 5754.196289
	Iteration 82Q: 3 clusters Score -1.683651e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16836508.000000 Penalty: 5754.196289
	Iteration 83Q: 3 clusters Score -1.683651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16836470.000000 Penalty: 5754.196289
	Iteration 84Q: 3 clusters Score -1.683647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16836458.000000 Penalty: 5754.196289
	Iteration 85Q: 3 clusters Score -1.683646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16836450.000000 Penalty: 5754.196289
	Iteration 86Q: 3 clusters Score -1.683645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16836436.000000 Penalty: 5754.196289
	Iteration 87Q: 3 clusters Score -1.683644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16836444.000000 Penalty: 5754.196289
	Iteration 88Q: 3 clusters Score -1.683644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16836422.000000 Penalty: 5754.196289
	Iteration 89Q: 3 clusters Score -1.683642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16836440.000000 Penalty: 5754.196289
	Iteration 90Q: 3 clusters Score -1.683644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16836438.000000 Penalty: 5754.196289
	Iteration 91Q: 3 clusters Score -1.683644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16836434.000000 Penalty: 5754.196289
	Iteration 92Q: 3 clusters Score -1.683643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16836410.000000 Penalty: 5754.196289
	Iteration 93Q: 3 clusters Score -1.683641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16836434.000000 Penalty: 5754.196289
	Iteration 94Q: 3 clusters Score -1.683643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16836446.000000 Penalty: 5754.196289
	Iteration 95Q: 3 clusters Score -1.683645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16836444.000000 Penalty: 5754.196289
	Iteration 96Q: 3 clusters Score -1.683644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16836434.000000 Penalty: 5754.196289
	Iteration 97Q: 3 clusters Score -1.683643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16836430.000000 Penalty: 5754.196289
	Iteration 98Q: 3 clusters Score -1.683643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16836438.000000 Penalty: 5754.196289
	Iteration 99Q: 3 clusters Score -1.683644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16836434.000000 Penalty: 5754.196289
	Iteration 100F: 3 clusters Score -1.683643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16836436.000000 Penalty: 5754.196289
	Iteration 101Q: 3 clusters Score -1.683644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16836436.000000 Penalty: 5754.196289
	Iteration 102F: 3 clusters Score -1.683644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Entering Unmasked Estep 
Score: -7659842.500000 Penalty: 2687.758545
	Iteration 0F: 2 clusters Score -7659842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7625688.500000 Penalty: 5375.517090
	Iteration 0F: 3 clusters Score -7625688 nChanged 23395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7638518.500000 Penalty: 5375.517090
	Iteration 1F: 3 clusters Score -7638518 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7639233.000000 Penalty: 5375.517090
	Iteration 2Q: 3 clusters Score -7639233 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -7640065.000000 Penalty: 5375.517090
	Iteration 3Q: 3 clusters Score -7640065 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -7641237.500000 Penalty: 5375.517090
	Iteration 4F: 3 clusters Score -7641238 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7642992.000000 Penalty: 5375.517090
	Iteration 5F: 3 clusters Score -7642992 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7645757.500000 Penalty: 5375.517090
	Iteration 6F: 3 clusters Score -7645758 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7649445.500000 Penalty: 5375.517090
	Iteration 7F: 3 clusters Score -7649446 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -7652983.500000 Penalty: 5375.517090
	Iteration 8F: 3 clusters Score -7652984 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -7655421.500000 Penalty: 5375.517090
	Iteration 9F: 3 clusters Score -7655422 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -7656631.000000 Penalty: 5375.517090
	Iteration 10Q: 3 clusters Score -7656631 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -7657125.500000 Penalty: 5375.517090
	Iteration 11Q: 3 clusters Score -7657126 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -7657337.500000 Penalty: 5375.517090
	Iteration 12Q: 3 clusters Score -7657338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -7657451.000000 Penalty: 5375.517090
	Iteration 13Q: 3 clusters Score -7657451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -7657517.500000 Penalty: 5375.517090
	Iteration 14Q: 3 clusters Score -7657518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -7657548.000000 Penalty: 5375.517090
	Iteration 15Q: 3 clusters Score -7657548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -7657566.500000 Penalty: 5375.517090
	Iteration 16Q: 3 clusters Score -7657566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -7657580.000000 Penalty: 5375.517090
	Iteration 17Q: 3 clusters Score -7657580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -7657584.000000 Penalty: 5375.517090
	Iteration 18Q: 3 clusters Score -7657584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -7657593.500000 Penalty: 5375.517090
	Iteration 19Q: 3 clusters Score -7657594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -7657603.000000 Penalty: 5375.517090
	Iteration 20F: 3 clusters Score -7657603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7657604.500000 Penalty: 5375.517090
	Iteration 21Q: 3 clusters Score -7657604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -7657603.500000 Penalty: 5375.517090
	Iteration 22Q: 3 clusters Score -7657604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -7657613.000000 Penalty: 5375.517090
	Iteration 23Q: 3 clusters Score -7657613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -7657616.000000 Penalty: 5375.517090
	Iteration 24Q: 3 clusters Score -7657616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -7657613.500000 Penalty: 5375.517090
	Iteration 25Q: 3 clusters Score -7657614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -7657614.000000 Penalty: 5375.517090
	Iteration 26Q: 3 clusters Score -7657614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7657620.000000 Penalty: 5375.517090
	Iteration 27Q: 3 clusters Score -7657620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -7657620.000000 Penalty: 5375.517090
	Iteration 28Q: 3 clusters Score -7657620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -7657619.500000 Penalty: 5375.517090
	Iteration 29Q: 3 clusters Score -7657620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -7657625.500000 Penalty: 5375.517090
	Iteration 30Q: 3 clusters Score -7657626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -7657620.500000 Penalty: 5375.517090
	Iteration 31Q: 3 clusters Score -7657620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -7657629.500000 Penalty: 5375.517090
	Iteration 32Q: 3 clusters Score -7657630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -7657635.500000 Penalty: 5375.517090
	Iteration 33Q: 3 clusters Score -7657636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -7657644.500000 Penalty: 5375.517090
	Iteration 34Q: 3 clusters Score -7657644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7657635.500000 Penalty: 5375.517090
	Iteration 35Q: 3 clusters Score -7657636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7657638.000000 Penalty: 5375.517090
	Iteration 36Q: 3 clusters Score -7657638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7657644.500000 Penalty: 5375.517090
	Iteration 37Q: 3 clusters Score -7657644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7657635.500000 Penalty: 5375.517090
	Iteration 38Q: 3 clusters Score -7657636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -7657639.000000 Penalty: 5375.517090
	Iteration 39Q: 3 clusters Score -7657639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -7657641.000000 Penalty: 5375.517090
	Iteration 40F: 3 clusters Score -7657641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 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 486 members 
Entering Unmasked Estep 
Score: -133846.203125 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133846.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134203.750000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134203.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134373.406250 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134373.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134518.578125 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134518.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134621.593750 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -134621.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134709.328125 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -134709.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134841.828125 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -134841.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134999.203125 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -134999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135144.656250 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135144.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135253.171875 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135253.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135355.687500 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135355.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135462.859375 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135558.171875 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135685.593750 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135774.468750 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -135774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135920.437500 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -135920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135964.156250 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -135964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135969.328125 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -135969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135972.343750 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -135972.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135976.859375 Penalty: 3416.731934
	Iteration 19F: 3 clusters Score -135976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135978.187500 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -135978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99584 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 50906 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102019 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 514 members 
Entering Unmasked Estep 
Score: -137784112.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137785264.000000 to -137784112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -811338.562500 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -811338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -806476.250000 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -806476.2 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -807663.812500 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -807663.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -807924.937500 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -807924.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -808125.687500 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -808125.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -808302.937500 Penalty: 4273.332031
	Iteration 4Q: 3 clusters Score -808302.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -808543.750000 Penalty: 4273.332031
	Iteration 5F: 3 clusters Score -808543.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -808807.937500 Penalty: 4273.332031
	Iteration 6F: 3 clusters Score -808807.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -809109.937500 Penalty: 4273.332031
	Iteration 7F: 3 clusters Score -809109.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -809439.687500 Penalty: 4273.332031
	Iteration 8F: 3 clusters Score -809439.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -809746.062500 Penalty: 4273.332031
	Iteration 9F: 3 clusters Score -809746.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -809998.500000 Penalty: 4273.332031
	Iteration 10F: 3 clusters Score -809998.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -810138.125000 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -810138.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -810235.125000 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -810235.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -810303.375000 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -810303.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -810346.687500 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -810346.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -810372.437500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -810372.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -810386.187500 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -810386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -810389.687500 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -810389.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -810395.750000 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -810395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -810399.937500 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -810399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -810400.562500 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -810400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -810401.312500 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -810401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -810404.750000 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -810404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -810407.437500 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -810407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -810410.062500 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -810410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -810411.437500 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -810411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -810412.500000 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -810412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -810414.375000 Penalty: 4273.332031
	Iteration 27Q: 3 clusters Score -810414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -810414.125000 Penalty: 4273.332031
	Iteration 28Q: 3 clusters Score -810414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -810414.187500 Penalty: 4273.332031
	Iteration 29Q: 3 clusters Score -810414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -810414.875000 Penalty: 4273.332031
	Iteration 30Q: 3 clusters Score -810414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -810417.437500 Penalty: 4273.332031
	Iteration 31Q: 3 clusters Score -810417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -810416.437500 Penalty: 4273.332031
	Iteration 32Q: 3 clusters Score -810416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -810416.437500 Penalty: 4273.332031
	Iteration 33F: 3 clusters Score -810416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Entering Unmasked Estep 
Score: -15707715.000000 Penalty: 2860.162598
	Iteration 0F: 2 clusters Score -1.570772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -15643568.000000 Penalty: 5720.325195
	Iteration 0F: 3 clusters Score -1.564357e+07 nChanged 48132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -15671785.000000 Penalty: 5720.325195
	Iteration 1F: 3 clusters Score -1.567178e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -15673066.000000 Penalty: 5720.325195
	Iteration 2Q: 3 clusters Score -1.567307e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -15674606.000000 Penalty: 5720.325195
	Iteration 3Q: 3 clusters Score -1.567461e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -15676906.000000 Penalty: 5720.325195
	Iteration 4Q: 3 clusters Score -1.567691e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -15679844.000000 Penalty: 5720.325195
	Iteration 5F: 3 clusters Score -1.567984e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -15683680.000000 Penalty: 5720.325195
	Iteration 6F: 3 clusters Score -1.568368e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -15688407.000000 Penalty: 5720.325195
	Iteration 7F: 3 clusters Score -1.568841e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -15693354.000000 Penalty: 5720.325195
	Iteration 8F: 3 clusters Score -1.569335e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -15697708.000000 Penalty: 5720.325195
	Iteration 9F: 3 clusters Score -1.569771e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -15700501.000000 Penalty: 5720.325195
	Iteration 10Q: 3 clusters Score -1.57005e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -15702101.000000 Penalty: 5720.325195
	Iteration 11Q: 3 clusters Score -1.57021e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -15702967.000000 Penalty: 5720.325195
	Iteration 12Q: 3 clusters Score -1.570297e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -15703736.000000 Penalty: 5720.325195
	Iteration 13Q: 3 clusters Score -1.570374e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -15704320.000000 Penalty: 5720.325195
	Iteration 14Q: 3 clusters Score -1.570432e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -15704801.000000 Penalty: 5720.325195
	Iteration 15Q: 3 clusters Score -1.57048e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -15705218.000000 Penalty: 5720.325195
	Iteration 16Q: 3 clusters Score -1.570522e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -15705649.000000 Penalty: 5720.325195
	Iteration 17Q: 3 clusters Score -1.570565e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -15705996.000000 Penalty: 5720.325195
	Iteration 18Q: 3 clusters Score -1.5706e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -15706309.000000 Penalty: 5720.325195
	Iteration 19Q: 3 clusters Score -1.570631e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -15706464.000000 Penalty: 5720.325195
	Iteration 20F: 3 clusters Score -1.570646e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -15706616.000000 Penalty: 5720.325195
	Iteration 21Q: 3 clusters Score -1.570662e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -15706704.000000 Penalty: 5720.325195
	Iteration 22Q: 3 clusters Score -1.57067e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -15706718.000000 Penalty: 5720.325195
	Iteration 23Q: 3 clusters Score -1.570672e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -15706679.000000 Penalty: 5720.325195
	Iteration 24Q: 3 clusters Score -1.570668e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -15706636.000000 Penalty: 5720.325195
	Iteration 25Q: 3 clusters Score -1.570664e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -15706617.000000 Penalty: 5720.325195
	Iteration 26Q: 3 clusters Score -1.570662e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -15706613.000000 Penalty: 5720.325195
	Iteration 27Q: 3 clusters Score -1.570661e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -15706559.000000 Penalty: 5720.325195
	Iteration 28Q: 3 clusters Score -1.570656e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -15706519.000000 Penalty: 5720.325195
	Iteration 29Q: 3 clusters Score -1.570652e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -15706550.000000 Penalty: 5720.325195
	Iteration 30Q: 3 clusters Score -1.570655e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -15706522.000000 Penalty: 5720.325195
	Iteration 31Q: 3 clusters Score -1.570652e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -15706493.000000 Penalty: 5720.325195
	Iteration 32Q: 3 clusters Score -1.570649e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -15706478.000000 Penalty: 5720.325195
	Iteration 33Q: 3 clusters Score -1.570648e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -15706466.000000 Penalty: 5720.325195
	Iteration 34Q: 3 clusters Score -1.570647e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -15706429.000000 Penalty: 5720.325195
	Iteration 35Q: 3 clusters Score -1.570643e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -15706429.000000 Penalty: 5720.325195
	Iteration 36Q: 3 clusters Score -1.570643e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -15706413.000000 Penalty: 5720.325195
	Iteration 37Q: 3 clusters Score -1.570641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -15706374.000000 Penalty: 5720.325195
	Iteration 38Q: 3 clusters Score -1.570637e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -15706377.000000 Penalty: 5720.325195
	Iteration 39Q: 3 clusters Score -1.570638e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -15706365.000000 Penalty: 5720.325195
	Iteration 40F: 3 clusters Score -1.570636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -15706331.000000 Penalty: 5720.325195
	Iteration 41Q: 3 clusters Score -1.570633e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -15706323.000000 Penalty: 5720.325195
	Iteration 42Q: 3 clusters Score -1.570632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -15706314.000000 Penalty: 5720.325195
	Iteration 43Q: 3 clusters Score -1.570631e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -15706275.000000 Penalty: 5720.325195
	Iteration 44Q: 3 clusters Score -1.570628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -15706271.000000 Penalty: 5720.325195
	Iteration 45Q: 3 clusters Score -1.570627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -15706266.000000 Penalty: 5720.325195
	Iteration 46Q: 3 clusters Score -1.570627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -15706259.000000 Penalty: 5720.325195
	Iteration 47Q: 3 clusters Score -1.570626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -15706276.000000 Penalty: 5720.325195
	Iteration 48Q: 3 clusters Score -1.570628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -15706278.000000 Penalty: 5720.325195
	Iteration 49Q: 3 clusters Score -1.570628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -15706263.000000 Penalty: 5720.325195
	Iteration 50Q: 3 clusters Score -1.570626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -15706247.000000 Penalty: 5720.325195
	Iteration 51Q: 3 clusters Score -1.570625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -15706269.000000 Penalty: 5720.325195
	Iteration 52Q: 3 clusters Score -1.570627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -15706251.000000 Penalty: 5720.325195
	Iteration 53Q: 3 clusters Score -1.570625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -15706249.000000 Penalty: 5720.325195
	Iteration 54Q: 3 clusters Score -1.570625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -15706264.000000 Penalty: 5720.325195
	Iteration 55Q: 3 clusters Score -1.570626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -15706260.000000 Penalty: 5720.325195
	Iteration 56Q: 3 clusters Score -1.570626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -15706255.000000 Penalty: 5720.325195
	Iteration 57Q: 3 clusters Score -1.570626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -15706249.000000 Penalty: 5720.325195
	Iteration 58Q: 3 clusters Score -1.570625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -15706252.000000 Penalty: 5720.325195
	Iteration 59Q: 3 clusters Score -1.570625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -15706258.000000 Penalty: 5720.325195
	Iteration 60F: 3 clusters Score -1.570626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -15706251.000000 Penalty: 5720.325195
	Iteration 61Q: 3 clusters Score -1.570625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -15706240.000000 Penalty: 5720.325195
	Iteration 62Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -15706241.000000 Penalty: 5720.325195
	Iteration 63Q: 3 clusters Score -1.570624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -15706233.000000 Penalty: 5720.325195
	Iteration 64Q: 3 clusters Score -1.570623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -15706239.000000 Penalty: 5720.325195
	Iteration 65Q: 3 clusters Score -1.570624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -15706238.000000 Penalty: 5720.325195
	Iteration 66Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -15706237.000000 Penalty: 5720.325195
	Iteration 67Q: 3 clusters Score -1.570624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -15706245.000000 Penalty: 5720.325195
	Iteration 68Q: 3 clusters Score -1.570624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -15706239.000000 Penalty: 5720.325195
	Iteration 69Q: 3 clusters Score -1.570624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -15706242.000000 Penalty: 5720.325195
	Iteration 70Q: 3 clusters Score -1.570624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -15706254.000000 Penalty: 5720.325195
	Iteration 71Q: 3 clusters Score -1.570625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -15706245.000000 Penalty: 5720.325195
	Iteration 72Q: 3 clusters Score -1.570624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -15706245.000000 Penalty: 5720.325195
	Iteration 73Q: 3 clusters Score -1.570624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -15706241.000000 Penalty: 5720.325195
	Iteration 74Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -15706252.000000 Penalty: 5720.325195
	Iteration 75Q: 3 clusters Score -1.570625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -15706245.000000 Penalty: 5720.325195
	Iteration 76Q: 3 clusters Score -1.570624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -15706246.000000 Penalty: 5720.325195
	Iteration 77Q: 3 clusters Score -1.570625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -15706244.000000 Penalty: 5720.325195
	Iteration 78Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -15706249.000000 Penalty: 5720.325195
	Iteration 79Q: 3 clusters Score -1.570625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -15706250.000000 Penalty: 5720.325195
	Iteration 80F: 3 clusters Score -1.570625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -15706244.000000 Penalty: 5720.325195
	Iteration 81Q: 3 clusters Score -1.570624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -15706252.000000 Penalty: 5720.325195
	Iteration 82Q: 3 clusters Score -1.570625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -15706237.000000 Penalty: 5720.325195
	Iteration 83Q: 3 clusters Score -1.570624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -15706238.000000 Penalty: 5720.325195
	Iteration 84Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -15706240.000000 Penalty: 5720.325195
	Iteration 85Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -15706247.000000 Penalty: 5720.325195
	Iteration 86Q: 3 clusters Score -1.570625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -15706245.000000 Penalty: 5720.325195
	Iteration 87Q: 3 clusters Score -1.570624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -15706253.000000 Penalty: 5720.325195
	Iteration 88Q: 3 clusters Score -1.570625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -15706253.000000 Penalty: 5720.325195
	Iteration 89Q: 3 clusters Score -1.570625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -15706250.000000 Penalty: 5720.325195
	Iteration 90Q: 3 clusters Score -1.570625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -15706253.000000 Penalty: 5720.325195
	Iteration 91Q: 3 clusters Score -1.570625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -15706256.000000 Penalty: 5720.325195
	Iteration 92Q: 3 clusters Score -1.570626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -15706257.000000 Penalty: 5720.325195
	Iteration 93Q: 3 clusters Score -1.570626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -15706257.000000 Penalty: 5720.325195
	Iteration 94F: 3 clusters Score -1.570626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113040.562500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113040.6 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 377 members 
Entering Unmasked Estep 
Score: -111255.070312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111255.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111552.179688 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111552.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111710.507812 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -111710.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111801.054688 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -111801.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111988.492188 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -111988.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112505.843750 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -112505.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112862.367188 Penalty: 3332.630615
	Iteration 6F: 3 clusters Score -112862.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113093.953125 Penalty: 3332.630615
	Iteration 7F: 3 clusters Score -113094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113244.789062 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -113244.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113338.609375 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -113338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113373.726562 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -113373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113376.789062 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -113376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113378.234375 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -113378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113382.429688 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -113382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113382.429688 Penalty: 3332.630615
	Iteration 14F: 3 clusters Score -113382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99584 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 50906 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102019 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 566 members 
Entering Unmasked Estep 
Score: -137784096.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137785264.000000 to -137784096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64180.203125 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64180.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64399.515625 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64399.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64477.640625 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64477.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64526.476562 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -64526.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64593.285156 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -64593.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64658.539062 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -64658.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64831.929688 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -64831.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -64962.789062 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -64962.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -65338.867188 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -65338.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -65611.023438 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -65611.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -65821.578125 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -65821.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -65856.187500 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -65856.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65858.765625 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -65858.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65859.687500 Penalty: 3158.620605
	Iteration 13F: 3 clusters Score -65859.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -65867.320312 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -65867.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -65867.320312 Penalty: 3158.620605
	Iteration 15F: 3 clusters Score -65867.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99584 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 50906 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102019 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 90 members 
Entering Unmasked Estep 
Score: -137783952.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137785264.000000 to -137783952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 65454 members 
Mstep: Class 5 contains 108562 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99584 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 109229 members 
Mstep: Class 20 contains 50906 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102019 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785616.000000 Penalty: 85112.554688
Iteration 159Q: 26 clusters Score -1.377856e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 26709 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65425 members 
Mstep: Class 5 contains 108513 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 31806 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43104 members 
Mstep: Class 12 contains 106134 members 
Mstep: Class 13 contains 29382 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 99615 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50338 members 
Mstep: Class 18 contains 42993 members 
Mstep: Class 19 contains 109231 members 
Mstep: Class 20 contains 50886 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 102070 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785504.000000 Penalty: 85112.554688
Iteration 160F: 26 clusters Score -1.377855e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 26725 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65396 members 
Mstep: Class 5 contains 108480 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 43122 members 
Mstep: Class 12 contains 106094 members 
Mstep: Class 13 contains 29381 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 99628 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50410 members 
Mstep: Class 18 contains 42979 members 
Mstep: Class 19 contains 109246 members 
Mstep: Class 20 contains 50859 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 102087 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785520.000000 Penalty: 85112.554688
Iteration 161Q: 26 clusters Score -1.377855e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 26730 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65374 members 
Mstep: Class 5 contains 108431 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7782 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 106086 members 
Mstep: Class 13 contains 29377 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99655 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50495 members 
Mstep: Class 18 contains 42966 members 
Mstep: Class 19 contains 109227 members 
Mstep: Class 20 contains 50831 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 102097 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785232.000000 Penalty: 85112.554688
Iteration 162Q: 26 clusters Score -1.377852e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 26740 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65366 members 
Mstep: Class 5 contains 108353 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7785 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 106116 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99654 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50586 members 
Mstep: Class 18 contains 42955 members 
Mstep: Class 19 contains 109196 members 
Mstep: Class 20 contains 50819 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5509 members 
Mstep: Class 23 contains 102102 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785488.000000 Penalty: 85112.554688
Iteration 163Q: 26 clusters Score -1.377855e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 26750 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 65362 members 
Mstep: Class 5 contains 108254 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 43149 members 
Mstep: Class 12 contains 106098 members 
Mstep: Class 13 contains 29374 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99645 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50655 members 
Mstep: Class 18 contains 42947 members 
Mstep: Class 19 contains 109236 members 
Mstep: Class 20 contains 50804 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5510 members 
Mstep: Class 23 contains 102118 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785232.000000 Penalty: 85112.554688
Iteration 164Q: 26 clusters Score -1.377852e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 26757 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65363 members 
Mstep: Class 5 contains 108118 members 
Mstep: Class 6 contains 12152 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31792 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 106118 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99610 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50741 members 
Mstep: Class 18 contains 42942 members 
Mstep: Class 19 contains 109292 members 
Mstep: Class 20 contains 50785 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5512 members 
Mstep: Class 23 contains 102139 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785120.000000 Penalty: 85112.554688
Iteration 165Q: 26 clusters Score -1.377851e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 26764 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65363 members 
Mstep: Class 5 contains 108028 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 43169 members 
Mstep: Class 12 contains 106112 members 
Mstep: Class 13 contains 29371 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 99553 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50839 members 
Mstep: Class 18 contains 42936 members 
Mstep: Class 19 contains 109308 members 
Mstep: Class 20 contains 50757 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 102195 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784752.000000 Penalty: 85112.554688
Iteration 166Q: 26 clusters Score -1.377848e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 26781 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65367 members 
Mstep: Class 5 contains 107959 members 
Mstep: Class 6 contains 12175 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31782 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 43182 members 
Mstep: Class 12 contains 106105 members 
Mstep: Class 13 contains 29374 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 99503 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50906 members 
Mstep: Class 18 contains 42927 members 
Mstep: Class 19 contains 109357 members 
Mstep: Class 20 contains 50714 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 102216 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784688.000000 Penalty: 85112.554688
Iteration 167Q: 26 clusters Score -1.377847e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65351 members 
Mstep: Class 5 contains 107907 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 43189 members 
Mstep: Class 12 contains 106082 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99501 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 50972 members 
Mstep: Class 18 contains 42918 members 
Mstep: Class 19 contains 109397 members 
Mstep: Class 20 contains 50666 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5504 members 
Mstep: Class 23 contains 102247 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784992.000000 Penalty: 85112.554688
Iteration 168Q: 26 clusters Score -1.37785e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 26801 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65340 members 
Mstep: Class 5 contains 107876 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31782 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7789 members 
Mstep: Class 11 contains 43204 members 
Mstep: Class 12 contains 106071 members 
Mstep: Class 13 contains 29376 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99480 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51026 members 
Mstep: Class 18 contains 42912 members 
Mstep: Class 19 contains 109402 members 
Mstep: Class 20 contains 50644 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 102263 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785120.000000 Penalty: 85112.554688
Iteration 169Q: 26 clusters Score -1.377851e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65338 members 
Mstep: Class 5 contains 107838 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 43219 members 
Mstep: Class 12 contains 106053 members 
Mstep: Class 13 contains 29376 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99465 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51100 members 
Mstep: Class 18 contains 42898 members 
Mstep: Class 19 contains 109394 members 
Mstep: Class 20 contains 50614 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 102278 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784912.000000 Penalty: 85112.554688
Iteration 170Q: 26 clusters Score -1.377849e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 26824 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65347 members 
Mstep: Class 5 contains 107811 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7794 members 
Mstep: Class 11 contains 43251 members 
Mstep: Class 12 contains 106015 members 
Mstep: Class 13 contains 29376 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99441 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51152 members 
Mstep: Class 18 contains 42890 members 
Mstep: Class 19 contains 109397 members 
Mstep: Class 20 contains 50585 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 102301 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784864.000000 Penalty: 85112.554688
Iteration 171Q: 26 clusters Score -1.377849e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 26839 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65357 members 
Mstep: Class 5 contains 107781 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31766 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 43289 members 
Mstep: Class 12 contains 106022 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 99403 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51197 members 
Mstep: Class 18 contains 42886 members 
Mstep: Class 19 contains 109398 members 
Mstep: Class 20 contains 50566 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 102291 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784688.000000 Penalty: 85112.554688
Iteration 172Q: 26 clusters Score -1.377847e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 26847 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65365 members 
Mstep: Class 5 contains 107744 members 
Mstep: Class 6 contains 12204 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31757 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 43313 members 
Mstep: Class 12 contains 106009 members 
Mstep: Class 13 contains 29362 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99378 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51245 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 109425 members 
Mstep: Class 20 contains 50544 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5499 members 
Mstep: Class 23 contains 102279 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784720.000000 Penalty: 85112.554688
Iteration 173Q: 26 clusters Score -1.377847e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 26849 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65348 members 
Mstep: Class 5 contains 107775 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31760 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 43335 members 
Mstep: Class 12 contains 105989 members 
Mstep: Class 13 contains 29361 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99387 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51302 members 
Mstep: Class 18 contains 42869 members 
Mstep: Class 19 contains 109379 members 
Mstep: Class 20 contains 50517 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 102273 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784480.000000 Penalty: 85112.554688
Iteration 174Q: 26 clusters Score -1.377845e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 26858 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65350 members 
Mstep: Class 5 contains 107761 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31762 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 43355 members 
Mstep: Class 12 contains 105980 members 
Mstep: Class 13 contains 29349 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99430 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51366 members 
Mstep: Class 18 contains 42861 members 
Mstep: Class 19 contains 109275 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 102297 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784272.000000 Penalty: 85112.554688
Iteration 175Q: 26 clusters Score -1.377843e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 26866 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 65347 members 
Mstep: Class 5 contains 107793 members 
Mstep: Class 6 contains 12232 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 31762 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 43375 members 
Mstep: Class 12 contains 105953 members 
Mstep: Class 13 contains 29347 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99446 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51428 members 
Mstep: Class 18 contains 42853 members 
Mstep: Class 19 contains 109199 members 
Mstep: Class 20 contains 50458 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 102297 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784304.000000 Penalty: 85112.554688
Iteration 176Q: 26 clusters Score -1.377843e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 26870 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 65334 members 
Mstep: Class 5 contains 107820 members 
Mstep: Class 6 contains 12247 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 31760 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 43400 members 
Mstep: Class 12 contains 105965 members 
Mstep: Class 13 contains 29340 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99452 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51499 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 109106 members 
Mstep: Class 20 contains 50432 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 102277 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 85112.554688
Iteration 177Q: 26 clusters Score -1.377846e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65320 members 
Mstep: Class 5 contains 107817 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 31757 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 43425 members 
Mstep: Class 12 contains 105972 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 99444 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51558 members 
Mstep: Class 18 contains 42850 members 
Mstep: Class 19 contains 109050 members 
Mstep: Class 20 contains 50426 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 102256 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784720.000000 Penalty: 85112.554688
Iteration 178Q: 26 clusters Score -1.377847e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 26906 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65312 members 
Mstep: Class 5 contains 107783 members 
Mstep: Class 6 contains 12263 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 31759 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 43443 members 
Mstep: Class 12 contains 106002 members 
Mstep: Class 13 contains 29320 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 99445 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51629 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 109003 members 
Mstep: Class 20 contains 50420 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 102221 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784704.000000 Penalty: 85112.554688
Iteration 179Q: 26 clusters Score -1.377847e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 26913 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65305 members 
Mstep: Class 5 contains 107776 members 
Mstep: Class 6 contains 12263 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31762 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7824 members 
Mstep: Class 11 contains 43454 members 
Mstep: Class 12 contains 106013 members 
Mstep: Class 13 contains 29308 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 99433 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51698 members 
Mstep: Class 18 contains 42842 members 
Mstep: Class 19 contains 108982 members 
Mstep: Class 20 contains 50395 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 102206 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784608.000000 Penalty: 85112.554688
Iteration 180F: 26 clusters Score -1.377846e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 26914 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65303 members 
Mstep: Class 5 contains 107773 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 31774 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7825 members 
Mstep: Class 11 contains 43449 members 
Mstep: Class 12 contains 106031 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 99411 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51747 members 
Mstep: Class 18 contains 42836 members 
Mstep: Class 19 contains 108976 members 
Mstep: Class 20 contains 50378 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 102185 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784528.000000 Penalty: 85112.554688
Iteration 181Q: 26 clusters Score -1.377845e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 26920 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 65312 members 
Mstep: Class 5 contains 107732 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 31773 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 43459 members 
Mstep: Class 12 contains 106031 members 
Mstep: Class 13 contains 29292 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 99412 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51789 members 
Mstep: Class 18 contains 42836 members 
Mstep: Class 19 contains 108995 members 
Mstep: Class 20 contains 50350 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 102169 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784544.000000 Penalty: 85112.554688
Iteration 182Q: 26 clusters Score -1.377845e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65313 members 
Mstep: Class 5 contains 107755 members 
Mstep: Class 6 contains 12297 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 43463 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 99407 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51817 members 
Mstep: Class 18 contains 42834 members 
Mstep: Class 19 contains 108959 members 
Mstep: Class 20 contains 50313 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 102168 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 85112.554688
Iteration 183Q: 26 clusters Score -1.377846e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 26942 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65309 members 
Mstep: Class 5 contains 107767 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 43470 members 
Mstep: Class 12 contains 106087 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 99418 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51842 members 
Mstep: Class 18 contains 42825 members 
Mstep: Class 19 contains 108879 members 
Mstep: Class 20 contains 50281 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102169 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784400.000000 Penalty: 85112.554688
Iteration 184Q: 26 clusters Score -1.377844e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65296 members 
Mstep: Class 5 contains 107738 members 
Mstep: Class 6 contains 12311 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 43479 members 
Mstep: Class 12 contains 106137 members 
Mstep: Class 13 contains 29273 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 99423 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51867 members 
Mstep: Class 18 contains 42818 members 
Mstep: Class 19 contains 108812 members 
Mstep: Class 20 contains 50261 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 102187 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784352.000000 Penalty: 85112.554688
Iteration 185Q: 26 clusters Score -1.377844e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 26964 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65284 members 
Mstep: Class 5 contains 107728 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 43495 members 
Mstep: Class 12 contains 106175 members 
Mstep: Class 13 contains 29261 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 99396 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51910 members 
Mstep: Class 18 contains 42805 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 50243 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 102209 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784624.000000 Penalty: 85112.554688
Iteration 186Q: 26 clusters Score -1.377846e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65277 members 
Mstep: Class 5 contains 107756 members 
Mstep: Class 6 contains 12327 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31780 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 43524 members 
Mstep: Class 12 contains 106175 members 
Mstep: Class 13 contains 29246 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 99378 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51956 members 
Mstep: Class 18 contains 42801 members 
Mstep: Class 19 contains 108683 members 
Mstep: Class 20 contains 50213 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102230 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784864.000000 Penalty: 85112.554688
Iteration 187Q: 26 clusters Score -1.377849e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65272 members 
Mstep: Class 5 contains 107799 members 
Mstep: Class 6 contains 12334 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31780 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 43542 members 
Mstep: Class 12 contains 106167 members 
Mstep: Class 13 contains 29229 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 99370 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 51983 members 
Mstep: Class 18 contains 42799 members 
Mstep: Class 19 contains 108623 members 
Mstep: Class 20 contains 50172 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 102253 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785184.000000 Penalty: 85112.554688
Iteration 188Q: 26 clusters Score -1.377852e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65261 members 
Mstep: Class 5 contains 107815 members 
Mstep: Class 6 contains 12337 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7892 members 
Mstep: Class 11 contains 43548 members 
Mstep: Class 12 contains 106141 members 
Mstep: Class 13 contains 29212 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 99367 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52002 members 
Mstep: Class 18 contains 42791 members 
Mstep: Class 19 contains 108623 members 
Mstep: Class 20 contains 50155 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102276 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785088.000000 Penalty: 85112.554688
Iteration 189Q: 26 clusters Score -1.377851e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65234 members 
Mstep: Class 5 contains 107797 members 
Mstep: Class 6 contains 12340 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 106146 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 99364 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52025 members 
Mstep: Class 18 contains 42782 members 
Mstep: Class 19 contains 108621 members 
Mstep: Class 20 contains 50144 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 102306 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785088.000000 Penalty: 85112.554688
Iteration 190Q: 26 clusters Score -1.377851e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 27011 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65213 members 
Mstep: Class 5 contains 107755 members 
Mstep: Class 6 contains 12351 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31772 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 43580 members 
Mstep: Class 12 contains 106162 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99381 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52067 members 
Mstep: Class 18 contains 42766 members 
Mstep: Class 19 contains 108616 members 
Mstep: Class 20 contains 50108 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 102319 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785024.000000 Penalty: 85112.554688
Iteration 191Q: 26 clusters Score -1.37785e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 27022 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65199 members 
Mstep: Class 5 contains 107653 members 
Mstep: Class 6 contains 12359 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 43600 members 
Mstep: Class 12 contains 106197 members 
Mstep: Class 13 contains 29165 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 99395 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52108 members 
Mstep: Class 18 contains 42752 members 
Mstep: Class 19 contains 108627 members 
Mstep: Class 20 contains 50094 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 102327 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785232.000000 Penalty: 85112.554688
Iteration 192Q: 26 clusters Score -1.377852e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 27030 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65190 members 
Mstep: Class 5 contains 107669 members 
Mstep: Class 6 contains 12360 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 106188 members 
Mstep: Class 13 contains 29160 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99401 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52146 members 
Mstep: Class 18 contains 42733 members 
Mstep: Class 19 contains 108611 members 
Mstep: Class 20 contains 50051 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5484 members 
Mstep: Class 23 contains 102345 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785184.000000 Penalty: 85112.554688
Iteration 193Q: 26 clusters Score -1.377852e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 65170 members 
Mstep: Class 5 contains 107631 members 
Mstep: Class 6 contains 12365 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31764 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 7991 members 
Mstep: Class 11 contains 43616 members 
Mstep: Class 12 contains 106215 members 
Mstep: Class 13 contains 29150 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99379 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52212 members 
Mstep: Class 18 contains 42718 members 
Mstep: Class 19 contains 108633 members 
Mstep: Class 20 contains 50007 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 102354 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785072.000000 Penalty: 85112.554688
Iteration 194Q: 26 clusters Score -1.377851e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 27042 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65169 members 
Mstep: Class 5 contains 107684 members 
Mstep: Class 6 contains 12359 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 43622 members 
Mstep: Class 12 contains 106257 members 
Mstep: Class 13 contains 29125 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99370 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52267 members 
Mstep: Class 18 contains 42702 members 
Mstep: Class 19 contains 108566 members 
Mstep: Class 20 contains 49950 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102349 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784976.000000 Penalty: 85112.554688
Iteration 195Q: 26 clusters Score -1.37785e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 27043 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65158 members 
Mstep: Class 5 contains 107725 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31764 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 43626 members 
Mstep: Class 12 contains 106322 members 
Mstep: Class 13 contains 29096 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 99342 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52324 members 
Mstep: Class 18 contains 42686 members 
Mstep: Class 19 contains 108498 members 
Mstep: Class 20 contains 49907 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102352 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785312.000000 Penalty: 85112.554688
Iteration 196Q: 26 clusters Score -1.377853e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 27046 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65137 members 
Mstep: Class 5 contains 107709 members 
Mstep: Class 6 contains 12377 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31752 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8098 members 
Mstep: Class 11 contains 43632 members 
Mstep: Class 12 contains 106354 members 
Mstep: Class 13 contains 29057 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 99328 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 42673 members 
Mstep: Class 19 contains 108485 members 
Mstep: Class 20 contains 49886 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102358 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785328.000000 Penalty: 85112.554688
Iteration 197Q: 26 clusters Score -1.377853e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 27059 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 65131 members 
Mstep: Class 5 contains 107694 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31747 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 43618 members 
Mstep: Class 12 contains 106350 members 
Mstep: Class 13 contains 29019 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 99309 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52429 members 
Mstep: Class 18 contains 42661 members 
Mstep: Class 19 contains 108526 members 
Mstep: Class 20 contains 49851 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102369 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785184.000000 Penalty: 85112.554688
Iteration 198Q: 26 clusters Score -1.377852e+08 nChanged 1557
Entering ConstructFrom: 
Score: -137785184.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Entering Unmasked Estep 
Score: -1680713.125000 Penalty: 2335.725586
	Iteration 0F: 2 clusters Score -1680713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1671583.875000 Penalty: 4671.451172
	Iteration 0F: 3 clusters Score -1671584 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1674581.375000 Penalty: 4671.451172
	Iteration 1F: 3 clusters Score -1674581 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1675244.250000 Penalty: 4671.451172
	Iteration 2F: 3 clusters Score -1675244 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1676328.750000 Penalty: 4671.451172
	Iteration 3F: 3 clusters Score -1676329 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1677694.375000 Penalty: 4671.451172
	Iteration 4F: 3 clusters Score -1677694 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1678844.625000 Penalty: 4671.451172
	Iteration 5F: 3 clusters Score -1678845 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1679576.000000 Penalty: 4671.451172
	Iteration 6F: 3 clusters Score -1679576 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1679962.875000 Penalty: 4671.451172
	Iteration 7Q: 3 clusters Score -1679963 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1680175.875000 Penalty: 4671.451172
	Iteration 8Q: 3 clusters Score -1680176 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1680290.625000 Penalty: 4671.451172
	Iteration 9Q: 3 clusters Score -1680291 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1680359.375000 Penalty: 4671.451172
	Iteration 10Q: 3 clusters Score -1680359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1680388.875000 Penalty: 4671.451172
	Iteration 11Q: 3 clusters Score -1680389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1680417.625000 Penalty: 4671.451172
	Iteration 12Q: 3 clusters Score -1680418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1680426.125000 Penalty: 4671.451172
	Iteration 13Q: 3 clusters Score -1680426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1680428.500000 Penalty: 4671.451172
	Iteration 14Q: 3 clusters Score -1680428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1680427.875000 Penalty: 4671.451172
	Iteration 15Q: 3 clusters Score -1680428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1680430.000000 Penalty: 4671.451172
	Iteration 16Q: 3 clusters Score -1680430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1680431.625000 Penalty: 4671.451172
	Iteration 17Q: 3 clusters Score -1680432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1680438.500000 Penalty: 4671.451172
	Iteration 18Q: 3 clusters Score -1680438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1680439.250000 Penalty: 4671.451172
	Iteration 19Q: 3 clusters Score -1680439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1680440.000000 Penalty: 4671.451172
	Iteration 20F: 3 clusters Score -1680440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1680441.000000 Penalty: 4671.451172
	Iteration 21Q: 3 clusters Score -1680441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1680441.000000 Penalty: 4671.451172
	Iteration 22F: 3 clusters Score -1680441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -3929405.250000 Penalty: 2531.142334
	Iteration 0F: 2 clusters Score -3929405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3910720.750000 Penalty: 5062.284668
	Iteration 0F: 3 clusters Score -3910721 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3917122.250000 Penalty: 5062.284668
	Iteration 1F: 3 clusters Score -3917122 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3917525.500000 Penalty: 5062.284668
	Iteration 2Q: 3 clusters Score -3917526 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3917944.500000 Penalty: 5062.284668
	Iteration 3Q: 3 clusters Score -3917944 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3918358.750000 Penalty: 5062.284668
	Iteration 4Q: 3 clusters Score -3918359 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3918784.250000 Penalty: 5062.284668
	Iteration 5Q: 3 clusters Score -3918784 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3919295.000000 Penalty: 5062.284668
	Iteration 6Q: 3 clusters Score -3919295 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3920026.250000 Penalty: 5062.284668
	Iteration 7Q: 3 clusters Score -3920026 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3921039.250000 Penalty: 5062.284668
	Iteration 8F: 3 clusters Score -3921039 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3922304.000000 Penalty: 5062.284668
	Iteration 9F: 3 clusters Score -3922304 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3923759.250000 Penalty: 5062.284668
	Iteration 10F: 3 clusters Score -3923759 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3925050.750000 Penalty: 5062.284668
	Iteration 11F: 3 clusters Score -3925051 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3926007.750000 Penalty: 5062.284668
	Iteration 12Q: 3 clusters Score -3926008 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3926547.000000 Penalty: 5062.284668
	Iteration 13Q: 3 clusters Score -3926547 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3926821.250000 Penalty: 5062.284668
	Iteration 14Q: 3 clusters Score -3926821 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3926992.250000 Penalty: 5062.284668
	Iteration 15Q: 3 clusters Score -3926992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3927092.750000 Penalty: 5062.284668
	Iteration 16Q: 3 clusters Score -3927093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3927138.750000 Penalty: 5062.284668
	Iteration 17Q: 3 clusters Score -3927139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3927169.500000 Penalty: 5062.284668
	Iteration 18Q: 3 clusters Score -3927170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3927204.500000 Penalty: 5062.284668
	Iteration 19Q: 3 clusters Score -3927204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3927215.750000 Penalty: 5062.284668
	Iteration 20F: 3 clusters Score -3927216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3927229.500000 Penalty: 5062.284668
	Iteration 21Q: 3 clusters Score -3927230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3927234.750000 Penalty: 5062.284668
	Iteration 22Q: 3 clusters Score -3927235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3927235.500000 Penalty: 5062.284668
	Iteration 23Q: 3 clusters Score -3927236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3927234.750000 Penalty: 5062.284668
	Iteration 24Q: 3 clusters Score -3927235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3927243.250000 Penalty: 5062.284668
	Iteration 25Q: 3 clusters Score -3927243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3927248.500000 Penalty: 5062.284668
	Iteration 26Q: 3 clusters Score -3927248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3927247.750000 Penalty: 5062.284668
	Iteration 27Q: 3 clusters Score -3927248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3927252.750000 Penalty: 5062.284668
	Iteration 28Q: 3 clusters Score -3927253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3927256.500000 Penalty: 5062.284668
	Iteration 29Q: 3 clusters Score -3927256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3927256.000000 Penalty: 5062.284668
	Iteration 30Q: 3 clusters Score -3927256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3927255.750000 Penalty: 5062.284668
	Iteration 31Q: 3 clusters Score -3927256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3927255.750000 Penalty: 5062.284668
	Iteration 32F: 3 clusters Score -3927256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -309308.468750 Penalty: 1885.147705
	Iteration 0F: 2 clusters Score -309308.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -306668.312500 Penalty: 3770.295410
	Iteration 0F: 3 clusters Score -306668.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -307109.750000 Penalty: 3770.295410
	Iteration 1F: 3 clusters Score -307109.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -307249.062500 Penalty: 3770.295410
	Iteration 2F: 3 clusters Score -307249.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -307327.812500 Penalty: 3770.295410
	Iteration 3Q: 3 clusters Score -307327.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -307383.812500 Penalty: 3770.295410
	Iteration 4Q: 3 clusters Score -307383.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -307424.718750 Penalty: 3770.295410
	Iteration 5Q: 3 clusters Score -307424.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -307445.062500 Penalty: 3770.295410
	Iteration 6Q: 3 clusters Score -307445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -307457.187500 Penalty: 3770.295410
	Iteration 7Q: 3 clusters Score -307457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -307467.656250 Penalty: 3770.295410
	Iteration 8Q: 3 clusters Score -307467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307472.531250 Penalty: 3770.295410
	Iteration 9Q: 3 clusters Score -307472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307474.531250 Penalty: 3770.295410
	Iteration 10Q: 3 clusters Score -307474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307478.281250 Penalty: 3770.295410
	Iteration 11Q: 3 clusters Score -307478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307481.593750 Penalty: 3770.295410
	Iteration 12Q: 3 clusters Score -307481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307481.937500 Penalty: 3770.295410
	Iteration 13Q: 3 clusters Score -307481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -307484.656250 Penalty: 3770.295410
	Iteration 14Q: 3 clusters Score -307484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -307487.906250 Penalty: 3770.295410
	Iteration 15Q: 3 clusters Score -307487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307492.656250 Penalty: 3770.295410
	Iteration 16Q: 3 clusters Score -307492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -307494.468750 Penalty: 3770.295410
	Iteration 17Q: 3 clusters Score -307494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -307496.406250 Penalty: 3770.295410
	Iteration 18Q: 3 clusters Score -307496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307497.125000 Penalty: 3770.295410
	Iteration 19Q: 3 clusters Score -307497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307498.937500 Penalty: 3770.295410
	Iteration 20F: 3 clusters Score -307498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307500.781250 Penalty: 3770.295410
	Iteration 21Q: 3 clusters Score -307500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307500.781250 Penalty: 3770.295410
	Iteration 22F: 3 clusters Score -307500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Entering Unmasked Estep 
Score: -10153737.000000 Penalty: 2748.824951
	Iteration 0F: 2 clusters Score -1.015374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -10109994.000000 Penalty: 5497.649902
	Iteration 0F: 3 clusters Score -1.010999e+07 nChanged 30391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -10127272.000000 Penalty: 5497.649902
	Iteration 1F: 3 clusters Score -1.012727e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -10127979.000000 Penalty: 5497.649902
	Iteration 2Q: 3 clusters Score -1.012798e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -10128567.000000 Penalty: 5497.649902
	Iteration 3Q: 3 clusters Score -1.012857e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -10129212.000000 Penalty: 5497.649902
	Iteration 4Q: 3 clusters Score -1.012921e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -10129925.000000 Penalty: 5497.649902
	Iteration 5Q: 3 clusters Score -1.012992e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -10130843.000000 Penalty: 5497.649902
	Iteration 6Q: 3 clusters Score -1.013084e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -10132016.000000 Penalty: 5497.649902
	Iteration 7Q: 3 clusters Score -1.013202e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -10133562.000000 Penalty: 5497.649902
	Iteration 8Q: 3 clusters Score -1.013356e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -10135674.000000 Penalty: 5497.649902
	Iteration 9F: 3 clusters Score -1.013567e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -10138103.000000 Penalty: 5497.649902
	Iteration 10F: 3 clusters Score -1.01381e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -10140697.000000 Penalty: 5497.649902
	Iteration 11F: 3 clusters Score -1.01407e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -10142988.000000 Penalty: 5497.649902
	Iteration 12Q: 3 clusters Score -1.014299e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -10144357.000000 Penalty: 5497.649902
	Iteration 13Q: 3 clusters Score -1.014436e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -10145040.000000 Penalty: 5497.649902
	Iteration 14Q: 3 clusters Score -1.014504e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -10145526.000000 Penalty: 5497.649902
	Iteration 15Q: 3 clusters Score -1.014553e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -10145952.000000 Penalty: 5497.649902
	Iteration 16Q: 3 clusters Score -1.014595e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -10146233.000000 Penalty: 5497.649902
	Iteration 17Q: 3 clusters Score -1.014623e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -10146538.000000 Penalty: 5497.649902
	Iteration 18Q: 3 clusters Score -1.014654e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -10146870.000000 Penalty: 5497.649902
	Iteration 19Q: 3 clusters Score -1.014687e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -10147237.000000 Penalty: 5497.649902
	Iteration 20F: 3 clusters Score -1.014724e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -10147516.000000 Penalty: 5497.649902
	Iteration 21Q: 3 clusters Score -1.014752e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -10147770.000000 Penalty: 5497.649902
	Iteration 22Q: 3 clusters Score -1.014777e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -10148021.000000 Penalty: 5497.649902
	Iteration 23Q: 3 clusters Score -1.014802e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -10148256.000000 Penalty: 5497.649902
	Iteration 24Q: 3 clusters Score -1.014826e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -10148567.000000 Penalty: 5497.649902
	Iteration 25Q: 3 clusters Score -1.014857e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -10148810.000000 Penalty: 5497.649902
	Iteration 26Q: 3 clusters Score -1.014881e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -10149061.000000 Penalty: 5497.649902
	Iteration 27Q: 3 clusters Score -1.014906e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -10149347.000000 Penalty: 5497.649902
	Iteration 28Q: 3 clusters Score -1.014935e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -10149580.000000 Penalty: 5497.649902
	Iteration 29Q: 3 clusters Score -1.014958e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -10149757.000000 Penalty: 5497.649902
	Iteration 30Q: 3 clusters Score -1.014976e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -10149944.000000 Penalty: 5497.649902
	Iteration 31Q: 3 clusters Score -1.014994e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -10150071.000000 Penalty: 5497.649902
	Iteration 32Q: 3 clusters Score -1.015007e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -10150200.000000 Penalty: 5497.649902
	Iteration 33Q: 3 clusters Score -1.01502e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -10150342.000000 Penalty: 5497.649902
	Iteration 34Q: 3 clusters Score -1.015034e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -10150478.000000 Penalty: 5497.649902
	Iteration 35Q: 3 clusters Score -1.015048e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -10150618.000000 Penalty: 5497.649902
	Iteration 36Q: 3 clusters Score -1.015062e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -10150743.000000 Penalty: 5497.649902
	Iteration 37Q: 3 clusters Score -1.015074e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -10150785.000000 Penalty: 5497.649902
	Iteration 38Q: 3 clusters Score -1.015078e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -10150921.000000 Penalty: 5497.649902
	Iteration 39Q: 3 clusters Score -1.015092e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -10151010.000000 Penalty: 5497.649902
	Iteration 40F: 3 clusters Score -1.015101e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -10151059.000000 Penalty: 5497.649902
	Iteration 41Q: 3 clusters Score -1.015106e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -10151078.000000 Penalty: 5497.649902
	Iteration 42Q: 3 clusters Score -1.015108e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -10151110.000000 Penalty: 5497.649902
	Iteration 43Q: 3 clusters Score -1.015111e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -10151136.000000 Penalty: 5497.649902
	Iteration 44Q: 3 clusters Score -1.015114e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -10151167.000000 Penalty: 5497.649902
	Iteration 45Q: 3 clusters Score -1.015117e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -10151187.000000 Penalty: 5497.649902
	Iteration 46Q: 3 clusters Score -1.015119e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -10151233.000000 Penalty: 5497.649902
	Iteration 47Q: 3 clusters Score -1.015123e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -10151244.000000 Penalty: 5497.649902
	Iteration 48Q: 3 clusters Score -1.015124e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -10151272.000000 Penalty: 5497.649902
	Iteration 49Q: 3 clusters Score -1.015127e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -10151303.000000 Penalty: 5497.649902
	Iteration 50Q: 3 clusters Score -1.01513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -10151314.000000 Penalty: 5497.649902
	Iteration 51Q: 3 clusters Score -1.015131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -10151342.000000 Penalty: 5497.649902
	Iteration 52Q: 3 clusters Score -1.015134e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -10151343.000000 Penalty: 5497.649902
	Iteration 53Q: 3 clusters Score -1.015134e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -10151371.000000 Penalty: 5497.649902
	Iteration 54Q: 3 clusters Score -1.015137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -10151379.000000 Penalty: 5497.649902
	Iteration 55Q: 3 clusters Score -1.015138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -10151417.000000 Penalty: 5497.649902
	Iteration 56Q: 3 clusters Score -1.015142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -10151400.000000 Penalty: 5497.649902
	Iteration 57Q: 3 clusters Score -1.01514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -10151410.000000 Penalty: 5497.649902
	Iteration 58Q: 3 clusters Score -1.015141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -10151427.000000 Penalty: 5497.649902
	Iteration 59Q: 3 clusters Score -1.015143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -10151423.000000 Penalty: 5497.649902
	Iteration 60F: 3 clusters Score -1.015142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -10151436.000000 Penalty: 5497.649902
	Iteration 61Q: 3 clusters Score -1.015144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -10151425.000000 Penalty: 5497.649902
	Iteration 62Q: 3 clusters Score -1.015142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -10151407.000000 Penalty: 5497.649902
	Iteration 63Q: 3 clusters Score -1.015141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -10151405.000000 Penalty: 5497.649902
	Iteration 64Q: 3 clusters Score -1.01514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -10151419.000000 Penalty: 5497.649902
	Iteration 65Q: 3 clusters Score -1.015142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -10151421.000000 Penalty: 5497.649902
	Iteration 66Q: 3 clusters Score -1.015142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -10151422.000000 Penalty: 5497.649902
	Iteration 67Q: 3 clusters Score -1.015142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -10151426.000000 Penalty: 5497.649902
	Iteration 68Q: 3 clusters Score -1.015143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -10151428.000000 Penalty: 5497.649902
	Iteration 69Q: 3 clusters Score -1.015143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -10151427.000000 Penalty: 5497.649902
	Iteration 70Q: 3 clusters Score -1.015143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -10151422.000000 Penalty: 5497.649902
	Iteration 71Q: 3 clusters Score -1.015142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -10151413.000000 Penalty: 5497.649902
	Iteration 72Q: 3 clusters Score -1.015141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -10151413.000000 Penalty: 5497.649902
	Iteration 73Q: 3 clusters Score -1.015141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -10151414.000000 Penalty: 5497.649902
	Iteration 74Q: 3 clusters Score -1.015141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -10151422.000000 Penalty: 5497.649902
	Iteration 75Q: 3 clusters Score -1.015142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -10151423.000000 Penalty: 5497.649902
	Iteration 76Q: 3 clusters Score -1.015142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -10151421.000000 Penalty: 5497.649902
	Iteration 77Q: 3 clusters Score -1.015142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -10151424.000000 Penalty: 5497.649902
	Iteration 78Q: 3 clusters Score -1.015142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -10151427.000000 Penalty: 5497.649902
	Iteration 79Q: 3 clusters Score -1.015143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -10151434.000000 Penalty: 5497.649902
	Iteration 80F: 3 clusters Score -1.015143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -10151431.000000 Penalty: 5497.649902
	Iteration 81Q: 3 clusters Score -1.015143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -10151425.000000 Penalty: 5497.649902
	Iteration 82Q: 3 clusters Score -1.015142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -10151432.000000 Penalty: 5497.649902
	Iteration 83Q: 3 clusters Score -1.015143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -10151428.000000 Penalty: 5497.649902
	Iteration 84Q: 3 clusters Score -1.015143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -10151429.000000 Penalty: 5497.649902
	Iteration 85Q: 3 clusters Score -1.015143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -10151433.000000 Penalty: 5497.649902
	Iteration 86Q: 3 clusters Score -1.015143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -10151436.000000 Penalty: 5497.649902
	Iteration 87Q: 3 clusters Score -1.015144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -10151438.000000 Penalty: 5497.649902
	Iteration 88Q: 3 clusters Score -1.015144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -10151439.000000 Penalty: 5497.649902
	Iteration 89Q: 3 clusters Score -1.015144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -10151438.000000 Penalty: 5497.649902
	Iteration 90Q: 3 clusters Score -1.015144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -10151444.000000 Penalty: 5497.649902
	Iteration 91Q: 3 clusters Score -1.015144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -10151444.000000 Penalty: 5497.649902
	Iteration 92Q: 3 clusters Score -1.015144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -10151442.000000 Penalty: 5497.649902
	Iteration 93Q: 3 clusters Score -1.015144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -10151442.000000 Penalty: 5497.649902
	Iteration 94F: 3 clusters Score -1.015144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Entering Unmasked Estep 
Score: -16599861.000000 Penalty: 2873.475098
	Iteration 0F: 2 clusters Score -1.659986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -16529904.000000 Penalty: 5746.950195
	Iteration 0F: 3 clusters Score -1.65299e+07 nChanged 51075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -16558554.000000 Penalty: 5746.950195
	Iteration 1F: 3 clusters Score -1.655855e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -16559331.000000 Penalty: 5746.950195
	Iteration 2Q: 3 clusters Score -1.655933e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -16560464.000000 Penalty: 5746.950195
	Iteration 3Q: 3 clusters Score -1.656046e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -16562235.000000 Penalty: 5746.950195
	Iteration 4Q: 3 clusters Score -1.656224e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -16564877.000000 Penalty: 5746.950195
	Iteration 5Q: 3 clusters Score -1.656488e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -16568332.000000 Penalty: 5746.950195
	Iteration 6Q: 3 clusters Score -1.656833e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -16572963.000000 Penalty: 5746.950195
	Iteration 7F: 3 clusters Score -1.657296e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -16578016.000000 Penalty: 5746.950195
	Iteration 8F: 3 clusters Score -1.657802e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -16582830.000000 Penalty: 5746.950195
	Iteration 9F: 3 clusters Score -1.658283e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -16586485.000000 Penalty: 5746.950195
	Iteration 10F: 3 clusters Score -1.658648e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -16588959.000000 Penalty: 5746.950195
	Iteration 11Q: 3 clusters Score -1.658896e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -16590545.000000 Penalty: 5746.950195
	Iteration 12Q: 3 clusters Score -1.659054e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -16591572.000000 Penalty: 5746.950195
	Iteration 13Q: 3 clusters Score -1.659157e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -16592389.000000 Penalty: 5746.950195
	Iteration 14Q: 3 clusters Score -1.659239e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -16593034.000000 Penalty: 5746.950195
	Iteration 15Q: 3 clusters Score -1.659303e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -16593701.000000 Penalty: 5746.950195
	Iteration 16Q: 3 clusters Score -1.65937e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -16594378.000000 Penalty: 5746.950195
	Iteration 17Q: 3 clusters Score -1.659438e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -16594929.000000 Penalty: 5746.950195
	Iteration 18Q: 3 clusters Score -1.659493e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -16595406.000000 Penalty: 5746.950195
	Iteration 19Q: 3 clusters Score -1.659541e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -16595890.000000 Penalty: 5746.950195
	Iteration 20F: 3 clusters Score -1.659589e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -16596188.000000 Penalty: 5746.950195
	Iteration 21Q: 3 clusters Score -1.659619e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -16596430.000000 Penalty: 5746.950195
	Iteration 22Q: 3 clusters Score -1.659643e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -16596621.000000 Penalty: 5746.950195
	Iteration 23Q: 3 clusters Score -1.659662e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -16596819.000000 Penalty: 5746.950195
	Iteration 24Q: 3 clusters Score -1.659682e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -16596986.000000 Penalty: 5746.950195
	Iteration 25Q: 3 clusters Score -1.659699e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -16597101.000000 Penalty: 5746.950195
	Iteration 26Q: 3 clusters Score -1.65971e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -16597252.000000 Penalty: 5746.950195
	Iteration 27Q: 3 clusters Score -1.659725e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -16597344.000000 Penalty: 5746.950195
	Iteration 28Q: 3 clusters Score -1.659734e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -16597493.000000 Penalty: 5746.950195
	Iteration 29Q: 3 clusters Score -1.659749e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -16597553.000000 Penalty: 5746.950195
	Iteration 30Q: 3 clusters Score -1.659755e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -16597647.000000 Penalty: 5746.950195
	Iteration 31Q: 3 clusters Score -1.659765e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -16597679.000000 Penalty: 5746.950195
	Iteration 32Q: 3 clusters Score -1.659768e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -16597765.000000 Penalty: 5746.950195
	Iteration 33Q: 3 clusters Score -1.659776e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -16597826.000000 Penalty: 5746.950195
	Iteration 34Q: 3 clusters Score -1.659783e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -16597826.000000 Penalty: 5746.950195
	Iteration 35Q: 3 clusters Score -1.659783e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -16597827.000000 Penalty: 5746.950195
	Iteration 36Q: 3 clusters Score -1.659783e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -16597874.000000 Penalty: 5746.950195
	Iteration 37Q: 3 clusters Score -1.659787e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -16597896.000000 Penalty: 5746.950195
	Iteration 38Q: 3 clusters Score -1.65979e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -16597875.000000 Penalty: 5746.950195
	Iteration 39Q: 3 clusters Score -1.659788e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -16597891.000000 Penalty: 5746.950195
	Iteration 40F: 3 clusters Score -1.659789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -16597898.000000 Penalty: 5746.950195
	Iteration 41Q: 3 clusters Score -1.65979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -16597924.000000 Penalty: 5746.950195
	Iteration 42Q: 3 clusters Score -1.659792e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -16597921.000000 Penalty: 5746.950195
	Iteration 43Q: 3 clusters Score -1.659792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -16597944.000000 Penalty: 5746.950195
	Iteration 44Q: 3 clusters Score -1.659794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -16597943.000000 Penalty: 5746.950195
	Iteration 45Q: 3 clusters Score -1.659794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -16597949.000000 Penalty: 5746.950195
	Iteration 46Q: 3 clusters Score -1.659795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -16597967.000000 Penalty: 5746.950195
	Iteration 47Q: 3 clusters Score -1.659797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16597977.000000 Penalty: 5746.950195
	Iteration 48Q: 3 clusters Score -1.659798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -16597960.000000 Penalty: 5746.950195
	Iteration 49Q: 3 clusters Score -1.659796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -16597969.000000 Penalty: 5746.950195
	Iteration 50Q: 3 clusters Score -1.659797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16597968.000000 Penalty: 5746.950195
	Iteration 51Q: 3 clusters Score -1.659797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -16597968.000000 Penalty: 5746.950195
	Iteration 52Q: 3 clusters Score -1.659797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -16597984.000000 Penalty: 5746.950195
	Iteration 53Q: 3 clusters Score -1.659798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -16598004.000000 Penalty: 5746.950195
	Iteration 54Q: 3 clusters Score -1.6598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -16598007.000000 Penalty: 5746.950195
	Iteration 55Q: 3 clusters Score -1.659801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -16598011.000000 Penalty: 5746.950195
	Iteration 56Q: 3 clusters Score -1.659801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -16597993.000000 Penalty: 5746.950195
	Iteration 57Q: 3 clusters Score -1.659799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -16598004.000000 Penalty: 5746.950195
	Iteration 58Q: 3 clusters Score -1.6598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -16598004.000000 Penalty: 5746.950195
	Iteration 59Q: 3 clusters Score -1.6598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -16597992.000000 Penalty: 5746.950195
	Iteration 60F: 3 clusters Score -1.659799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -16597995.000000 Penalty: 5746.950195
	Iteration 61Q: 3 clusters Score -1.6598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -16598009.000000 Penalty: 5746.950195
	Iteration 62Q: 3 clusters Score -1.659801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16598002.000000 Penalty: 5746.950195
	Iteration 63Q: 3 clusters Score -1.6598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -16598000.000000 Penalty: 5746.950195
	Iteration 64Q: 3 clusters Score -1.6598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -16597986.000000 Penalty: 5746.950195
	Iteration 65Q: 3 clusters Score -1.659799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -16597991.000000 Penalty: 5746.950195
	Iteration 66Q: 3 clusters Score -1.659799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -16598002.000000 Penalty: 5746.950195
	Iteration 67Q: 3 clusters Score -1.6598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -16597979.000000 Penalty: 5746.950195
	Iteration 68Q: 3 clusters Score -1.659798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16598001.000000 Penalty: 5746.950195
	Iteration 69Q: 3 clusters Score -1.6598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -16597986.000000 Penalty: 5746.950195
	Iteration 70Q: 3 clusters Score -1.659799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -16597995.000000 Penalty: 5746.950195
	Iteration 71Q: 3 clusters Score -1.6598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -16597988.000000 Penalty: 5746.950195
	Iteration 72Q: 3 clusters Score -1.659799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -16597993.000000 Penalty: 5746.950195
	Iteration 73Q: 3 clusters Score -1.659799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -16597982.000000 Penalty: 5746.950195
	Iteration 74Q: 3 clusters Score -1.659798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -16597980.000000 Penalty: 5746.950195
	Iteration 75Q: 3 clusters Score -1.659798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -16597984.000000 Penalty: 5746.950195
	Iteration 76Q: 3 clusters Score -1.659798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -16598002.000000 Penalty: 5746.950195
	Iteration 77Q: 3 clusters Score -1.6598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -16597993.000000 Penalty: 5746.950195
	Iteration 78Q: 3 clusters Score -1.659799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16598009.000000 Penalty: 5746.950195
	Iteration 79Q: 3 clusters Score -1.659801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -16598011.000000 Penalty: 5746.950195
	Iteration 80F: 3 clusters Score -1.659801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -16598014.000000 Penalty: 5746.950195
	Iteration 81Q: 3 clusters Score -1.659801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16598008.000000 Penalty: 5746.950195
	Iteration 82Q: 3 clusters Score -1.659801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -16598011.000000 Penalty: 5746.950195
	Iteration 83Q: 3 clusters Score -1.659801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -16598020.000000 Penalty: 5746.950195
	Iteration 84Q: 3 clusters Score -1.659802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -16598025.000000 Penalty: 5746.950195
	Iteration 85Q: 3 clusters Score -1.659802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -16598023.000000 Penalty: 5746.950195
	Iteration 86Q: 3 clusters Score -1.659802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -16598023.000000 Penalty: 5746.950195
	Iteration 87Q: 3 clusters Score -1.659802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16598022.000000 Penalty: 5746.950195
	Iteration 88Q: 3 clusters Score -1.659802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -16598019.000000 Penalty: 5746.950195
	Iteration 89Q: 3 clusters Score -1.659802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16598034.000000 Penalty: 5746.950195
	Iteration 90Q: 3 clusters Score -1.659803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16598026.000000 Penalty: 5746.950195
	Iteration 91Q: 3 clusters Score -1.659803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16598029.000000 Penalty: 5746.950195
	Iteration 92Q: 3 clusters Score -1.659803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -16598035.000000 Penalty: 5746.950195
	Iteration 93Q: 3 clusters Score -1.659804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -16598040.000000 Penalty: 5746.950195
	Iteration 94Q: 3 clusters Score -1.659804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -16598043.000000 Penalty: 5746.950195
	Iteration 95Q: 3 clusters Score -1.659804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -16598043.000000 Penalty: 5746.950195
	Iteration 96Q: 3 clusters Score -1.659804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16598040.000000 Penalty: 5746.950195
	Iteration 97Q: 3 clusters Score -1.659804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -16598043.000000 Penalty: 5746.950195
	Iteration 98Q: 3 clusters Score -1.659804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -16598036.000000 Penalty: 5746.950195
	Iteration 99Q: 3 clusters Score -1.659804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16598034.000000 Penalty: 5746.950195
	Iteration 100F: 3 clusters Score -1.659803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -16598026.000000 Penalty: 5746.950195
	Iteration 101Q: 3 clusters Score -1.659803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -16598029.000000 Penalty: 5746.950195
	Iteration 102Q: 3 clusters Score -1.659803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16598036.000000 Penalty: 5746.950195
	Iteration 103Q: 3 clusters Score -1.659804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16598028.000000 Penalty: 5746.950195
	Iteration 104Q: 3 clusters Score -1.659803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -16598021.000000 Penalty: 5746.950195
	Iteration 105Q: 3 clusters Score -1.659802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -16598007.000000 Penalty: 5746.950195
	Iteration 106Q: 3 clusters Score -1.659801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -16598010.000000 Penalty: 5746.950195
	Iteration 107Q: 3 clusters Score -1.659801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -16598012.000000 Penalty: 5746.950195
	Iteration 108Q: 3 clusters Score -1.659801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -16598019.000000 Penalty: 5746.950195
	Iteration 109Q: 3 clusters Score -1.659802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -16598014.000000 Penalty: 5746.950195
	Iteration 110Q: 3 clusters Score -1.659801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -16598014.000000 Penalty: 5746.950195
	Iteration 111Q: 3 clusters Score -1.659801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -16598011.000000 Penalty: 5746.950195
	Iteration 112Q: 3 clusters Score -1.659801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -16598008.000000 Penalty: 5746.950195
	Iteration 113Q: 3 clusters Score -1.659801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -16598008.000000 Penalty: 5746.950195
	Iteration 114F: 3 clusters Score -1.659801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Entering Unmasked Estep 
Score: -1920100.000000 Penalty: 2337.191895
	Iteration 0F: 2 clusters Score -1920100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1910980.250000 Penalty: 4674.383789
	Iteration 0F: 3 clusters Score -1910980 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1913705.125000 Penalty: 4674.383789
	Iteration 1F: 3 clusters Score -1913705 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1914055.500000 Penalty: 4674.383789
	Iteration 2F: 3 clusters Score -1914056 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1914302.625000 Penalty: 4674.383789
	Iteration 3Q: 3 clusters Score -1914303 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1914551.500000 Penalty: 4674.383789
	Iteration 4Q: 3 clusters Score -1914552 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1914842.125000 Penalty: 4674.383789
	Iteration 5Q: 3 clusters Score -1914842 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1915147.875000 Penalty: 4674.383789
	Iteration 6Q: 3 clusters Score -1915148 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1915479.625000 Penalty: 4674.383789
	Iteration 7Q: 3 clusters Score -1915480 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1915849.500000 Penalty: 4674.383789
	Iteration 8Q: 3 clusters Score -1915850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1916278.250000 Penalty: 4674.383789
	Iteration 9F: 3 clusters Score -1916278 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1916691.500000 Penalty: 4674.383789
	Iteration 10Q: 3 clusters Score -1916692 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1917096.500000 Penalty: 4674.383789
	Iteration 11Q: 3 clusters Score -1917096 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1917448.250000 Penalty: 4674.383789
	Iteration 12Q: 3 clusters Score -1917448 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1917706.625000 Penalty: 4674.383789
	Iteration 13Q: 3 clusters Score -1917707 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1917859.875000 Penalty: 4674.383789
	Iteration 14Q: 3 clusters Score -1917860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1917959.875000 Penalty: 4674.383789
	Iteration 15Q: 3 clusters Score -1917960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1918022.000000 Penalty: 4674.383789
	Iteration 16Q: 3 clusters Score -1918022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1918080.875000 Penalty: 4674.383789
	Iteration 17Q: 3 clusters Score -1918081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1918116.625000 Penalty: 4674.383789
	Iteration 18Q: 3 clusters Score -1918117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1918139.125000 Penalty: 4674.383789
	Iteration 19Q: 3 clusters Score -1918139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1918165.875000 Penalty: 4674.383789
	Iteration 20F: 3 clusters Score -1918166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1918183.750000 Penalty: 4674.383789
	Iteration 21Q: 3 clusters Score -1918184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1918194.250000 Penalty: 4674.383789
	Iteration 22Q: 3 clusters Score -1918194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1918204.375000 Penalty: 4674.383789
	Iteration 23Q: 3 clusters Score -1918204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1918215.375000 Penalty: 4674.383789
	Iteration 24Q: 3 clusters Score -1918215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1918226.500000 Penalty: 4674.383789
	Iteration 25Q: 3 clusters Score -1918226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1918236.875000 Penalty: 4674.383789
	Iteration 26Q: 3 clusters Score -1918237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1918244.375000 Penalty: 4674.383789
	Iteration 27Q: 3 clusters Score -1918244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1918255.125000 Penalty: 4674.383789
	Iteration 28Q: 3 clusters Score -1918255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1918258.875000 Penalty: 4674.383789
	Iteration 29Q: 3 clusters Score -1918259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1918260.250000 Penalty: 4674.383789
	Iteration 30Q: 3 clusters Score -1918260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1918266.625000 Penalty: 4674.383789
	Iteration 31Q: 3 clusters Score -1918267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1918270.625000 Penalty: 4674.383789
	Iteration 32Q: 3 clusters Score -1918271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1918273.375000 Penalty: 4674.383789
	Iteration 33Q: 3 clusters Score -1918273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1918276.250000 Penalty: 4674.383789
	Iteration 34Q: 3 clusters Score -1918276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1918281.000000 Penalty: 4674.383789
	Iteration 35Q: 3 clusters Score -1918281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1918290.625000 Penalty: 4674.383789
	Iteration 36Q: 3 clusters Score -1918291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1918302.500000 Penalty: 4674.383789
	Iteration 37Q: 3 clusters Score -1918302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1918306.375000 Penalty: 4674.383789
	Iteration 38Q: 3 clusters Score -1918306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1918308.250000 Penalty: 4674.383789
	Iteration 39Q: 3 clusters Score -1918308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1918317.500000 Penalty: 4674.383789
	Iteration 40F: 3 clusters Score -1918318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1918322.500000 Penalty: 4674.383789
	Iteration 41Q: 3 clusters Score -1918322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1918324.750000 Penalty: 4674.383789
	Iteration 42Q: 3 clusters Score -1918325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1918328.875000 Penalty: 4674.383789
	Iteration 43Q: 3 clusters Score -1918329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1918328.000000 Penalty: 4674.383789
	Iteration 44Q: 3 clusters Score -1918328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1918328.125000 Penalty: 4674.383789
	Iteration 45Q: 3 clusters Score -1918328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1918330.750000 Penalty: 4674.383789
	Iteration 46Q: 3 clusters Score -1918331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1918331.750000 Penalty: 4674.383789
	Iteration 47Q: 3 clusters Score -1918332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1918331.750000 Penalty: 4674.383789
	Iteration 48F: 3 clusters Score -1918332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -246545.750000 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -246545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -244113.921875 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -244113.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -244730.187500 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -244730.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -245157.125000 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -245157.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -245429.875000 Penalty: 3708.611084
	Iteration 3F: 3 clusters Score -245429.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245606.640625 Penalty: 3708.611084
	Iteration 4F: 3 clusters Score -245606.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -245720.671875 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -245720.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245802.421875 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -245802.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -245870.750000 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -245870.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -245924.062500 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -245924.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245976.921875 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -245976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -246016.750000 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -246016.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -246046.953125 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -246047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -246063.296875 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -246063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -246073.359375 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -246073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -246083.000000 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -246083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -246088.750000 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -246088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -246099.375000 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -246099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -246107.359375 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -246107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -246118.031250 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -246118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -246119.906250 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -246119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -246120.531250 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -246120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -246121.078125 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -246121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -246122.187500 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -246122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -246122.187500 Penalty: 3708.611084
	Iteration 23F: 3 clusters Score -246122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Entering Unmasked Estep 
Score: -4896372.500000 Penalty: 2570.571289
	Iteration 0F: 2 clusters Score -4896372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4874679.000000 Penalty: 5141.142578
	Iteration 0F: 3 clusters Score -4874679 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4882366.000000 Penalty: 5141.142578
	Iteration 1F: 3 clusters Score -4882366 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4882902.000000 Penalty: 5141.142578
	Iteration 2Q: 3 clusters Score -4882902 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4883311.500000 Penalty: 5141.142578
	Iteration 3Q: 3 clusters Score -4883312 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4883712.500000 Penalty: 5141.142578
	Iteration 4Q: 3 clusters Score -4883712 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4884085.000000 Penalty: 5141.142578
	Iteration 5Q: 3 clusters Score -4884085 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4884499.500000 Penalty: 5141.142578
	Iteration 6Q: 3 clusters Score -4884500 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4884928.000000 Penalty: 5141.142578
	Iteration 7Q: 3 clusters Score -4884928 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4885395.500000 Penalty: 5141.142578
	Iteration 8Q: 3 clusters Score -4885396 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4885945.500000 Penalty: 5141.142578
	Iteration 9Q: 3 clusters Score -4885946 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4886618.000000 Penalty: 5141.142578
	Iteration 10Q: 3 clusters Score -4886618 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4887441.000000 Penalty: 5141.142578
	Iteration 11Q: 3 clusters Score -4887441 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4888373.000000 Penalty: 5141.142578
	Iteration 12Q: 3 clusters Score -4888373 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4889462.000000 Penalty: 5141.142578
	Iteration 13Q: 3 clusters Score -4889462 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4890336.000000 Penalty: 5141.142578
	Iteration 14Q: 3 clusters Score -4890336 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4890985.000000 Penalty: 5141.142578
	Iteration 15Q: 3 clusters Score -4890985 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4891520.000000 Penalty: 5141.142578
	Iteration 16Q: 3 clusters Score -4891520 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4891909.500000 Penalty: 5141.142578
	Iteration 17Q: 3 clusters Score -4891910 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4892244.000000 Penalty: 5141.142578
	Iteration 18Q: 3 clusters Score -4892244 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4892530.000000 Penalty: 5141.142578
	Iteration 19Q: 3 clusters Score -4892530 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4892792.500000 Penalty: 5141.142578
	Iteration 20F: 3 clusters Score -4892792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4892979.000000 Penalty: 5141.142578
	Iteration 21Q: 3 clusters Score -4892979 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4893126.500000 Penalty: 5141.142578
	Iteration 22Q: 3 clusters Score -4893126 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4893242.500000 Penalty: 5141.142578
	Iteration 23Q: 3 clusters Score -4893242 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4893338.500000 Penalty: 5141.142578
	Iteration 24Q: 3 clusters Score -4893338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4893419.000000 Penalty: 5141.142578
	Iteration 25Q: 3 clusters Score -4893419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4893487.500000 Penalty: 5141.142578
	Iteration 26Q: 3 clusters Score -4893488 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4893558.500000 Penalty: 5141.142578
	Iteration 27Q: 3 clusters Score -4893558 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4893619.500000 Penalty: 5141.142578
	Iteration 28Q: 3 clusters Score -4893620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4893689.500000 Penalty: 5141.142578
	Iteration 29Q: 3 clusters Score -4893690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4893746.000000 Penalty: 5141.142578
	Iteration 30Q: 3 clusters Score -4893746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4893794.500000 Penalty: 5141.142578
	Iteration 31Q: 3 clusters Score -4893794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4893829.500000 Penalty: 5141.142578
	Iteration 32Q: 3 clusters Score -4893830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4893861.500000 Penalty: 5141.142578
	Iteration 33Q: 3 clusters Score -4893862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4893905.000000 Penalty: 5141.142578
	Iteration 34Q: 3 clusters Score -4893905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4893927.000000 Penalty: 5141.142578
	Iteration 35Q: 3 clusters Score -4893927 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4893964.000000 Penalty: 5141.142578
	Iteration 36Q: 3 clusters Score -4893964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4894000.500000 Penalty: 5141.142578
	Iteration 37Q: 3 clusters Score -4894000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4894029.000000 Penalty: 5141.142578
	Iteration 38Q: 3 clusters Score -4894029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4894044.000000 Penalty: 5141.142578
	Iteration 39Q: 3 clusters Score -4894044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4894059.500000 Penalty: 5141.142578
	Iteration 40F: 3 clusters Score -4894060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4894070.500000 Penalty: 5141.142578
	Iteration 41Q: 3 clusters Score -4894070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4894076.000000 Penalty: 5141.142578
	Iteration 42Q: 3 clusters Score -4894076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4894089.500000 Penalty: 5141.142578
	Iteration 43Q: 3 clusters Score -4894090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4894119.000000 Penalty: 5141.142578
	Iteration 44Q: 3 clusters Score -4894119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4894117.500000 Penalty: 5141.142578
	Iteration 45Q: 3 clusters Score -4894118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4894133.500000 Penalty: 5141.142578
	Iteration 46Q: 3 clusters Score -4894134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4894135.500000 Penalty: 5141.142578
	Iteration 47Q: 3 clusters Score -4894136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4894148.500000 Penalty: 5141.142578
	Iteration 48Q: 3 clusters Score -4894148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4894157.000000 Penalty: 5141.142578
	Iteration 49Q: 3 clusters Score -4894157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4894144.500000 Penalty: 5141.142578
	Iteration 50Q: 3 clusters Score -4894144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4894152.500000 Penalty: 5141.142578
	Iteration 51Q: 3 clusters Score -4894152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4894157.000000 Penalty: 5141.142578
	Iteration 52Q: 3 clusters Score -4894157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4894158.500000 Penalty: 5141.142578
	Iteration 53Q: 3 clusters Score -4894158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4894157.000000 Penalty: 5141.142578
	Iteration 54Q: 3 clusters Score -4894157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4894160.000000 Penalty: 5141.142578
	Iteration 55Q: 3 clusters Score -4894160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4894166.500000 Penalty: 5141.142578
	Iteration 56Q: 3 clusters Score -4894166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4894163.000000 Penalty: 5141.142578
	Iteration 57Q: 3 clusters Score -4894163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4894169.000000 Penalty: 5141.142578
	Iteration 58Q: 3 clusters Score -4894169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4894173.500000 Penalty: 5141.142578
	Iteration 59Q: 3 clusters Score -4894174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4894172.500000 Penalty: 5141.142578
	Iteration 60F: 3 clusters Score -4894172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4894176.500000 Penalty: 5141.142578
	Iteration 61Q: 3 clusters Score -4894176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4894176.500000 Penalty: 5141.142578
	Iteration 62Q: 3 clusters Score -4894176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4894183.500000 Penalty: 5141.142578
	Iteration 63Q: 3 clusters Score -4894184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4894188.500000 Penalty: 5141.142578
	Iteration 64Q: 3 clusters Score -4894188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4894188.500000 Penalty: 5141.142578
	Iteration 65Q: 3 clusters Score -4894188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4894192.500000 Penalty: 5141.142578
	Iteration 66Q: 3 clusters Score -4894192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4894196.000000 Penalty: 5141.142578
	Iteration 67Q: 3 clusters Score -4894196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4894196.500000 Penalty: 5141.142578
	Iteration 68Q: 3 clusters Score -4894196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4894202.500000 Penalty: 5141.142578
	Iteration 69Q: 3 clusters Score -4894202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4894201.500000 Penalty: 5141.142578
	Iteration 70Q: 3 clusters Score -4894202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4894199.500000 Penalty: 5141.142578
	Iteration 71Q: 3 clusters Score -4894200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4894200.000000 Penalty: 5141.142578
	Iteration 72Q: 3 clusters Score -4894200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4894195.500000 Penalty: 5141.142578
	Iteration 73Q: 3 clusters Score -4894196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4894203.000000 Penalty: 5141.142578
	Iteration 74Q: 3 clusters Score -4894203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4894204.500000 Penalty: 5141.142578
	Iteration 75Q: 3 clusters Score -4894204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4894206.500000 Penalty: 5141.142578
	Iteration 76Q: 3 clusters Score -4894206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4894212.000000 Penalty: 5141.142578
	Iteration 77Q: 3 clusters Score -4894212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4894210.500000 Penalty: 5141.142578
	Iteration 78Q: 3 clusters Score -4894210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4894212.000000 Penalty: 5141.142578
	Iteration 79Q: 3 clusters Score -4894212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4894220.500000 Penalty: 5141.142578
	Iteration 80F: 3 clusters Score -4894220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4894219.000000 Penalty: 5141.142578
	Iteration 81Q: 3 clusters Score -4894219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4894216.500000 Penalty: 5141.142578
	Iteration 82Q: 3 clusters Score -4894216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4894221.000000 Penalty: 5141.142578
	Iteration 83Q: 3 clusters Score -4894221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4894223.500000 Penalty: 5141.142578
	Iteration 84Q: 3 clusters Score -4894224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4894216.000000 Penalty: 5141.142578
	Iteration 85Q: 3 clusters Score -4894216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4894216.000000 Penalty: 5141.142578
	Iteration 86F: 3 clusters Score -4894216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67567.500000 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67567.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68088.804688 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -68088.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68277.265625 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68277.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68341.976562 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -68341.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68397.546875 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68397.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68429.062500 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68429.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68449.343750 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68449.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68489.867188 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68489.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68530.085938 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68530.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68559.734375 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68559.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68637.218750 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68637.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68727.671875 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68727.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68776.718750 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -68776.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68828.953125 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -68828.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68907.539062 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -68907.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69006.632812 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -69006.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69077.328125 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -69077.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69099.835938 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -69099.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69115.570312 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -69115.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69154.585938 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -69154.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69174.468750 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -69174.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69230.304688 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -69230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69313.867188 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -69313.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69313.867188 Penalty: 3118.777832
	Iteration 23F: 3 clusters Score -69313.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27071 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65119 members 
Mstep: Class 5 contains 107645 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31736 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 43607 members 
Mstep: Class 12 contains 106385 members 
Mstep: Class 13 contains 28974 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99303 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52486 members 
Mstep: Class 18 contains 42654 members 
Mstep: Class 19 contains 108528 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102374 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 215 members 
Entering Unmasked Estep 
Score: -137783552.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137785184.000000 to -137783552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -1201342.875000 Penalty: 2234.887939
	Iteration 0F: 2 clusters Score -1201343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1194791.375000 Penalty: 4469.775879
	Iteration 0F: 3 clusters Score -1194791 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1196643.875000 Penalty: 4469.775879
	Iteration 1F: 3 clusters Score -1196644 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1197100.375000 Penalty: 4469.775879
	Iteration 2F: 3 clusters Score -1197100 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1197547.250000 Penalty: 4469.775879
	Iteration 3F: 3 clusters Score -1197547 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1197893.625000 Penalty: 4469.775879
	Iteration 4F: 3 clusters Score -1197894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1198201.000000 Penalty: 4469.775879
	Iteration 5F: 3 clusters Score -1198201 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1198451.750000 Penalty: 4469.775879
	Iteration 6Q: 3 clusters Score -1198452 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1198687.500000 Penalty: 4469.775879
	Iteration 7Q: 3 clusters Score -1198688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1198916.875000 Penalty: 4469.775879
	Iteration 8Q: 3 clusters Score -1198917 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1199134.125000 Penalty: 4469.775879
	Iteration 9Q: 3 clusters Score -1199134 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1199306.000000 Penalty: 4469.775879
	Iteration 10Q: 3 clusters Score -1199306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1199461.250000 Penalty: 4469.775879
	Iteration 11Q: 3 clusters Score -1199461 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1199602.500000 Penalty: 4469.775879
	Iteration 12Q: 3 clusters Score -1199602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1199692.000000 Penalty: 4469.775879
	Iteration 13Q: 3 clusters Score -1199692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1199773.500000 Penalty: 4469.775879
	Iteration 14Q: 3 clusters Score -1199774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1199838.750000 Penalty: 4469.775879
	Iteration 15Q: 3 clusters Score -1199839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1199898.875000 Penalty: 4469.775879
	Iteration 16Q: 3 clusters Score -1199899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1199934.500000 Penalty: 4469.775879
	Iteration 17Q: 3 clusters Score -1199934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1199963.875000 Penalty: 4469.775879
	Iteration 18Q: 3 clusters Score -1199964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1199986.625000 Penalty: 4469.775879
	Iteration 19Q: 3 clusters Score -1199987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1200011.125000 Penalty: 4469.775879
	Iteration 20F: 3 clusters Score -1200011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1200027.500000 Penalty: 4469.775879
	Iteration 21Q: 3 clusters Score -1200028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1200050.375000 Penalty: 4469.775879
	Iteration 22Q: 3 clusters Score -1200050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1200065.250000 Penalty: 4469.775879
	Iteration 23Q: 3 clusters Score -1200065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1200072.875000 Penalty: 4469.775879
	Iteration 24Q: 3 clusters Score -1200073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1200081.375000 Penalty: 4469.775879
	Iteration 25Q: 3 clusters Score -1200081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1200086.625000 Penalty: 4469.775879
	Iteration 26Q: 3 clusters Score -1200087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1200088.875000 Penalty: 4469.775879
	Iteration 27Q: 3 clusters Score -1200089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1200098.125000 Penalty: 4469.775879
	Iteration 28Q: 3 clusters Score -1200098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1200109.375000 Penalty: 4469.775879
	Iteration 29Q: 3 clusters Score -1200109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1200117.875000 Penalty: 4469.775879
	Iteration 30Q: 3 clusters Score -1200118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1200125.875000 Penalty: 4469.775879
	Iteration 31Q: 3 clusters Score -1200126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1200135.750000 Penalty: 4469.775879
	Iteration 32Q: 3 clusters Score -1200136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1200144.375000 Penalty: 4469.775879
	Iteration 33Q: 3 clusters Score -1200144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1200156.625000 Penalty: 4469.775879
	Iteration 34Q: 3 clusters Score -1200157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1200160.500000 Penalty: 4469.775879
	Iteration 35Q: 3 clusters Score -1200160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1200165.875000 Penalty: 4469.775879
	Iteration 36Q: 3 clusters Score -1200166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1200168.000000 Penalty: 4469.775879
	Iteration 37Q: 3 clusters Score -1200168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1200170.250000 Penalty: 4469.775879
	Iteration 38Q: 3 clusters Score -1200170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1200170.750000 Penalty: 4469.775879
	Iteration 39Q: 3 clusters Score -1200171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1200172.125000 Penalty: 4469.775879
	Iteration 40F: 3 clusters Score -1200172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1200171.625000 Penalty: 4469.775879
	Iteration 41Q: 3 clusters Score -1200172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1200171.625000 Penalty: 4469.775879
	Iteration 42F: 3 clusters Score -1200172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Entering Unmasked Estep 
Score: -6727996.500000 Penalty: 2649.377197
	Iteration 0F: 2 clusters Score -6727996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -6698529.500000 Penalty: 5298.754395
	Iteration 0F: 3 clusters Score -6698530 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6709565.000000 Penalty: 5298.754395
	Iteration 1F: 3 clusters Score -6709565 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -6710091.500000 Penalty: 5298.754395
	Iteration 2Q: 3 clusters Score -6710092 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6710602.500000 Penalty: 5298.754395
	Iteration 3Q: 3 clusters Score -6710602 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -6711139.000000 Penalty: 5298.754395
	Iteration 4Q: 3 clusters Score -6711139 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6711768.500000 Penalty: 5298.754395
	Iteration 5Q: 3 clusters Score -6711768 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -6712645.500000 Penalty: 5298.754395
	Iteration 6Q: 3 clusters Score -6712646 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6713885.000000 Penalty: 5298.754395
	Iteration 7F: 3 clusters Score -6713885 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -6715506.000000 Penalty: 5298.754395
	Iteration 8F: 3 clusters Score -6715506 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -6717427.000000 Penalty: 5298.754395
	Iteration 9F: 3 clusters Score -6717427 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -6719376.500000 Penalty: 5298.754395
	Iteration 10F: 3 clusters Score -6719376 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -6720690.000000 Penalty: 5298.754395
	Iteration 11Q: 3 clusters Score -6720690 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6721376.500000 Penalty: 5298.754395
	Iteration 12Q: 3 clusters Score -6721376 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -6721669.500000 Penalty: 5298.754395
	Iteration 13Q: 3 clusters Score -6721670 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6721928.500000 Penalty: 5298.754395
	Iteration 14Q: 3 clusters Score -6721928 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -6722066.000000 Penalty: 5298.754395
	Iteration 15Q: 3 clusters Score -6722066 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6722221.000000 Penalty: 5298.754395
	Iteration 16Q: 3 clusters Score -6722221 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -6722349.500000 Penalty: 5298.754395
	Iteration 17Q: 3 clusters Score -6722350 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6722477.500000 Penalty: 5298.754395
	Iteration 18Q: 3 clusters Score -6722478 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6722585.500000 Penalty: 5298.754395
	Iteration 19Q: 3 clusters Score -6722586 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6722738.500000 Penalty: 5298.754395
	Iteration 20F: 3 clusters Score -6722738 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6722858.500000 Penalty: 5298.754395
	Iteration 21Q: 3 clusters Score -6722858 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -6722915.000000 Penalty: 5298.754395
	Iteration 22Q: 3 clusters Score -6722915 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6723018.000000 Penalty: 5298.754395
	Iteration 23Q: 3 clusters Score -6723018 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -6723143.000000 Penalty: 5298.754395
	Iteration 24Q: 3 clusters Score -6723143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -6723227.500000 Penalty: 5298.754395
	Iteration 25Q: 3 clusters Score -6723228 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6723329.000000 Penalty: 5298.754395
	Iteration 26Q: 3 clusters Score -6723329 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6723452.000000 Penalty: 5298.754395
	Iteration 27Q: 3 clusters Score -6723452 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -6723576.000000 Penalty: 5298.754395
	Iteration 28Q: 3 clusters Score -6723576 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6723728.500000 Penalty: 5298.754395
	Iteration 29Q: 3 clusters Score -6723728 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -6723882.000000 Penalty: 5298.754395
	Iteration 30Q: 3 clusters Score -6723882 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -6724053.000000 Penalty: 5298.754395
	Iteration 31Q: 3 clusters Score -6724053 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -6724202.000000 Penalty: 5298.754395
	Iteration 32Q: 3 clusters Score -6724202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -6724364.500000 Penalty: 5298.754395
	Iteration 33Q: 3 clusters Score -6724364 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -6724534.500000 Penalty: 5298.754395
	Iteration 34Q: 3 clusters Score -6724534 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -6724704.500000 Penalty: 5298.754395
	Iteration 35Q: 3 clusters Score -6724704 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -6724889.500000 Penalty: 5298.754395
	Iteration 36Q: 3 clusters Score -6724890 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -6725037.000000 Penalty: 5298.754395
	Iteration 37Q: 3 clusters Score -6725037 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6725162.000000 Penalty: 5298.754395
	Iteration 38Q: 3 clusters Score -6725162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -6725235.000000 Penalty: 5298.754395
	Iteration 39Q: 3 clusters Score -6725235 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -6725330.000000 Penalty: 5298.754395
	Iteration 40F: 3 clusters Score -6725330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -6725385.000000 Penalty: 5298.754395
	Iteration 41Q: 3 clusters Score -6725385 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -6725457.500000 Penalty: 5298.754395
	Iteration 42Q: 3 clusters Score -6725458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -6725512.000000 Penalty: 5298.754395
	Iteration 43Q: 3 clusters Score -6725512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -6725570.000000 Penalty: 5298.754395
	Iteration 44Q: 3 clusters Score -6725570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -6725620.000000 Penalty: 5298.754395
	Iteration 45Q: 3 clusters Score -6725620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6725664.000000 Penalty: 5298.754395
	Iteration 46Q: 3 clusters Score -6725664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -6725708.000000 Penalty: 5298.754395
	Iteration 47Q: 3 clusters Score -6725708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -6725730.000000 Penalty: 5298.754395
	Iteration 48Q: 3 clusters Score -6725730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -6725764.500000 Penalty: 5298.754395
	Iteration 49Q: 3 clusters Score -6725764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -6725788.000000 Penalty: 5298.754395
	Iteration 50Q: 3 clusters Score -6725788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6725817.500000 Penalty: 5298.754395
	Iteration 51Q: 3 clusters Score -6725818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -6725828.000000 Penalty: 5298.754395
	Iteration 52Q: 3 clusters Score -6725828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -6725846.000000 Penalty: 5298.754395
	Iteration 53Q: 3 clusters Score -6725846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -6725867.500000 Penalty: 5298.754395
	Iteration 54Q: 3 clusters Score -6725868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -6725875.500000 Penalty: 5298.754395
	Iteration 55Q: 3 clusters Score -6725876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6725883.000000 Penalty: 5298.754395
	Iteration 56Q: 3 clusters Score -6725883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -6725899.500000 Penalty: 5298.754395
	Iteration 57Q: 3 clusters Score -6725900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -6725908.000000 Penalty: 5298.754395
	Iteration 58Q: 3 clusters Score -6725908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -6725906.500000 Penalty: 5298.754395
	Iteration 59Q: 3 clusters Score -6725906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6725917.500000 Penalty: 5298.754395
	Iteration 60F: 3 clusters Score -6725918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6725915.500000 Penalty: 5298.754395
	Iteration 61Q: 3 clusters Score -6725916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -6725919.000000 Penalty: 5298.754395
	Iteration 62Q: 3 clusters Score -6725919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -6725926.500000 Penalty: 5298.754395
	Iteration 63Q: 3 clusters Score -6725926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6725931.000000 Penalty: 5298.754395
	Iteration 64Q: 3 clusters Score -6725931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -6725937.000000 Penalty: 5298.754395
	Iteration 65Q: 3 clusters Score -6725937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -6725936.500000 Penalty: 5298.754395
	Iteration 66Q: 3 clusters Score -6725936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -6725937.500000 Penalty: 5298.754395
	Iteration 67Q: 3 clusters Score -6725938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6725931.500000 Penalty: 5298.754395
	Iteration 68Q: 3 clusters Score -6725932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -6725924.500000 Penalty: 5298.754395
	Iteration 69Q: 3 clusters Score -6725924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6725927.500000 Penalty: 5298.754395
	Iteration 70Q: 3 clusters Score -6725928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6725928.000000 Penalty: 5298.754395
	Iteration 71Q: 3 clusters Score -6725928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -6725924.000000 Penalty: 5298.754395
	Iteration 72Q: 3 clusters Score -6725924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6725923.500000 Penalty: 5298.754395
	Iteration 73Q: 3 clusters Score -6725924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6725932.000000 Penalty: 5298.754395
	Iteration 74Q: 3 clusters Score -6725932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -6725938.000000 Penalty: 5298.754395
	Iteration 75Q: 3 clusters Score -6725938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -6725934.000000 Penalty: 5298.754395
	Iteration 76Q: 3 clusters Score -6725934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -6725939.500000 Penalty: 5298.754395
	Iteration 77Q: 3 clusters Score -6725940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6725940.000000 Penalty: 5298.754395
	Iteration 78Q: 3 clusters Score -6725940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -6725940.000000 Penalty: 5298.754395
	Iteration 79Q: 3 clusters Score -6725940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -6725934.000000 Penalty: 5298.754395
	Iteration 80F: 3 clusters Score -6725934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -6725935.000000 Penalty: 5298.754395
	Iteration 81Q: 3 clusters Score -6725935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -6725932.000000 Penalty: 5298.754395
	Iteration 82Q: 3 clusters Score -6725932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -6725936.500000 Penalty: 5298.754395
	Iteration 83Q: 3 clusters Score -6725936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6725933.500000 Penalty: 5298.754395
	Iteration 84Q: 3 clusters Score -6725934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -6725937.000000 Penalty: 5298.754395
	Iteration 85Q: 3 clusters Score -6725937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6725929.000000 Penalty: 5298.754395
	Iteration 86Q: 3 clusters Score -6725929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6725935.500000 Penalty: 5298.754395
	Iteration 87Q: 3 clusters Score -6725936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -6725942.000000 Penalty: 5298.754395
	Iteration 88Q: 3 clusters Score -6725942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6725938.500000 Penalty: 5298.754395
	Iteration 89Q: 3 clusters Score -6725938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -6725943.000000 Penalty: 5298.754395
	Iteration 90Q: 3 clusters Score -6725943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -6725946.500000 Penalty: 5298.754395
	Iteration 91Q: 3 clusters Score -6725946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -6725942.000000 Penalty: 5298.754395
	Iteration 92Q: 3 clusters Score -6725942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -6725945.000000 Penalty: 5298.754395
	Iteration 93Q: 3 clusters Score -6725945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6725945.000000 Penalty: 5298.754395
	Iteration 94Q: 3 clusters Score -6725945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -6725943.500000 Penalty: 5298.754395
	Iteration 95Q: 3 clusters Score -6725944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -6725943.500000 Penalty: 5298.754395
	Iteration 96F: 3 clusters Score -6725944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Entering Unmasked Estep 
Score: -16404826.000000 Penalty: 2870.555176
	Iteration 0F: 2 clusters Score -1.640483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -16335972.000000 Penalty: 5741.110352
	Iteration 0F: 3 clusters Score -1.633597e+07 nChanged 50464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -16365012.000000 Penalty: 5741.110352
	Iteration 1F: 3 clusters Score -1.636501e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -16366193.000000 Penalty: 5741.110352
	Iteration 2Q: 3 clusters Score -1.636619e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -16367483.000000 Penalty: 5741.110352
	Iteration 3Q: 3 clusters Score -1.636748e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -16369387.000000 Penalty: 5741.110352
	Iteration 4Q: 3 clusters Score -1.636939e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -16372058.000000 Penalty: 5741.110352
	Iteration 5Q: 3 clusters Score -1.637206e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -16375681.000000 Penalty: 5741.110352
	Iteration 6F: 3 clusters Score -1.637568e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -16380655.000000 Penalty: 5741.110352
	Iteration 7F: 3 clusters Score -1.638066e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -16386107.000000 Penalty: 5741.110352
	Iteration 8F: 3 clusters Score -1.638611e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -16390096.000000 Penalty: 5741.110352
	Iteration 9F: 3 clusters Score -1.63901e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -16391796.000000 Penalty: 5741.110352
	Iteration 10Q: 3 clusters Score -1.63918e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -16392462.000000 Penalty: 5741.110352
	Iteration 11Q: 3 clusters Score -1.639246e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -16392807.000000 Penalty: 5741.110352
	Iteration 12Q: 3 clusters Score -1.639281e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -16393031.000000 Penalty: 5741.110352
	Iteration 13Q: 3 clusters Score -1.639303e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -16393324.000000 Penalty: 5741.110352
	Iteration 14Q: 3 clusters Score -1.639332e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -16393624.000000 Penalty: 5741.110352
	Iteration 15Q: 3 clusters Score -1.639362e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -16393980.000000 Penalty: 5741.110352
	Iteration 16Q: 3 clusters Score -1.639398e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -16394139.000000 Penalty: 5741.110352
	Iteration 17Q: 3 clusters Score -1.639414e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -16394306.000000 Penalty: 5741.110352
	Iteration 18Q: 3 clusters Score -1.639431e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -16394600.000000 Penalty: 5741.110352
	Iteration 19Q: 3 clusters Score -1.63946e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -16394864.000000 Penalty: 5741.110352
	Iteration 20F: 3 clusters Score -1.639486e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -16395089.000000 Penalty: 5741.110352
	Iteration 21Q: 3 clusters Score -1.639509e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -16395215.000000 Penalty: 5741.110352
	Iteration 22Q: 3 clusters Score -1.639522e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -16395462.000000 Penalty: 5741.110352
	Iteration 23Q: 3 clusters Score -1.639546e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -16395644.000000 Penalty: 5741.110352
	Iteration 24Q: 3 clusters Score -1.639564e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -16395739.000000 Penalty: 5741.110352
	Iteration 25Q: 3 clusters Score -1.639574e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -16395805.000000 Penalty: 5741.110352
	Iteration 26Q: 3 clusters Score -1.63958e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -16395878.000000 Penalty: 5741.110352
	Iteration 27Q: 3 clusters Score -1.639588e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -16395967.000000 Penalty: 5741.110352
	Iteration 28Q: 3 clusters Score -1.639597e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -16395984.000000 Penalty: 5741.110352
	Iteration 29Q: 3 clusters Score -1.639598e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -16396040.000000 Penalty: 5741.110352
	Iteration 30Q: 3 clusters Score -1.639604e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -16395996.000000 Penalty: 5741.110352
	Iteration 31Q: 3 clusters Score -1.6396e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -16396031.000000 Penalty: 5741.110352
	Iteration 32Q: 3 clusters Score -1.639603e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -16396075.000000 Penalty: 5741.110352
	Iteration 33Q: 3 clusters Score -1.639608e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -16396133.000000 Penalty: 5741.110352
	Iteration 34Q: 3 clusters Score -1.639613e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -16396198.000000 Penalty: 5741.110352
	Iteration 35Q: 3 clusters Score -1.63962e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -16396255.000000 Penalty: 5741.110352
	Iteration 36Q: 3 clusters Score -1.639626e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -16396292.000000 Penalty: 5741.110352
	Iteration 37Q: 3 clusters Score -1.639629e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -16396341.000000 Penalty: 5741.110352
	Iteration 38Q: 3 clusters Score -1.639634e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -16396399.000000 Penalty: 5741.110352
	Iteration 39Q: 3 clusters Score -1.63964e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -16396463.000000 Penalty: 5741.110352
	Iteration 40F: 3 clusters Score -1.639646e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -16396506.000000 Penalty: 5741.110352
	Iteration 41Q: 3 clusters Score -1.639651e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -16396607.000000 Penalty: 5741.110352
	Iteration 42Q: 3 clusters Score -1.639661e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -16396661.000000 Penalty: 5741.110352
	Iteration 43Q: 3 clusters Score -1.639666e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -16396724.000000 Penalty: 5741.110352
	Iteration 44Q: 3 clusters Score -1.639672e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -16396876.000000 Penalty: 5741.110352
	Iteration 45Q: 3 clusters Score -1.639688e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -16396958.000000 Penalty: 5741.110352
	Iteration 46Q: 3 clusters Score -1.639696e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -16397085.000000 Penalty: 5741.110352
	Iteration 47Q: 3 clusters Score -1.639708e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -16397104.000000 Penalty: 5741.110352
	Iteration 48Q: 3 clusters Score -1.63971e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -16397191.000000 Penalty: 5741.110352
	Iteration 49Q: 3 clusters Score -1.639719e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -16397239.000000 Penalty: 5741.110352
	Iteration 50Q: 3 clusters Score -1.639724e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -16397328.000000 Penalty: 5741.110352
	Iteration 51Q: 3 clusters Score -1.639733e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -16397435.000000 Penalty: 5741.110352
	Iteration 52Q: 3 clusters Score -1.639744e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -16397589.000000 Penalty: 5741.110352
	Iteration 53Q: 3 clusters Score -1.639759e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -16397729.000000 Penalty: 5741.110352
	Iteration 54Q: 3 clusters Score -1.639773e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -16397855.000000 Penalty: 5741.110352
	Iteration 55Q: 3 clusters Score -1.639786e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -16398005.000000 Penalty: 5741.110352
	Iteration 56Q: 3 clusters Score -1.6398e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -16398167.000000 Penalty: 5741.110352
	Iteration 57Q: 3 clusters Score -1.639817e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -16398374.000000 Penalty: 5741.110352
	Iteration 58Q: 3 clusters Score -1.639837e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -16398581.000000 Penalty: 5741.110352
	Iteration 59Q: 3 clusters Score -1.639858e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -16398806.000000 Penalty: 5741.110352
	Iteration 60F: 3 clusters Score -1.639881e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -16399053.000000 Penalty: 5741.110352
	Iteration 61Q: 3 clusters Score -1.639905e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -16399342.000000 Penalty: 5741.110352
	Iteration 62Q: 3 clusters Score -1.639934e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -16399621.000000 Penalty: 5741.110352
	Iteration 63Q: 3 clusters Score -1.639962e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -16399950.000000 Penalty: 5741.110352
	Iteration 64Q: 3 clusters Score -1.639995e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -16400311.000000 Penalty: 5741.110352
	Iteration 65Q: 3 clusters Score -1.640031e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -16400654.000000 Penalty: 5741.110352
	Iteration 66Q: 3 clusters Score -1.640065e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -16401011.000000 Penalty: 5741.110352
	Iteration 67Q: 3 clusters Score -1.640101e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -16401258.000000 Penalty: 5741.110352
	Iteration 68Q: 3 clusters Score -1.640126e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -16401510.000000 Penalty: 5741.110352
	Iteration 69Q: 3 clusters Score -1.640151e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -16401728.000000 Penalty: 5741.110352
	Iteration 70Q: 3 clusters Score -1.640173e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -16401905.000000 Penalty: 5741.110352
	Iteration 71Q: 3 clusters Score -1.64019e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -16402013.000000 Penalty: 5741.110352
	Iteration 72Q: 3 clusters Score -1.640201e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -16402144.000000 Penalty: 5741.110352
	Iteration 73Q: 3 clusters Score -1.640214e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -16402190.000000 Penalty: 5741.110352
	Iteration 74Q: 3 clusters Score -1.640219e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -16402332.000000 Penalty: 5741.110352
	Iteration 75Q: 3 clusters Score -1.640233e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -16402426.000000 Penalty: 5741.110352
	Iteration 76Q: 3 clusters Score -1.640243e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -16402478.000000 Penalty: 5741.110352
	Iteration 77Q: 3 clusters Score -1.640248e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -16402507.000000 Penalty: 5741.110352
	Iteration 78Q: 3 clusters Score -1.640251e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -16402530.000000 Penalty: 5741.110352
	Iteration 79Q: 3 clusters Score -1.640253e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -16402631.000000 Penalty: 5741.110352
	Iteration 80F: 3 clusters Score -1.640263e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -16402635.000000 Penalty: 5741.110352
	Iteration 81Q: 3 clusters Score -1.640264e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -16402664.000000 Penalty: 5741.110352
	Iteration 82Q: 3 clusters Score -1.640266e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -16402693.000000 Penalty: 5741.110352
	Iteration 83Q: 3 clusters Score -1.640269e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -16402758.000000 Penalty: 5741.110352
	Iteration 84Q: 3 clusters Score -1.640276e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -16402740.000000 Penalty: 5741.110352
	Iteration 85Q: 3 clusters Score -1.640274e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -16402749.000000 Penalty: 5741.110352
	Iteration 86Q: 3 clusters Score -1.640275e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -16402774.000000 Penalty: 5741.110352
	Iteration 87Q: 3 clusters Score -1.640277e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -16402793.000000 Penalty: 5741.110352
	Iteration 88Q: 3 clusters Score -1.640279e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -16402849.000000 Penalty: 5741.110352
	Iteration 89Q: 3 clusters Score -1.640285e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -16402881.000000 Penalty: 5741.110352
	Iteration 90Q: 3 clusters Score -1.640288e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -16402891.000000 Penalty: 5741.110352
	Iteration 91Q: 3 clusters Score -1.640289e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -16402903.000000 Penalty: 5741.110352
	Iteration 92Q: 3 clusters Score -1.64029e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -16402925.000000 Penalty: 5741.110352
	Iteration 93Q: 3 clusters Score -1.640292e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -16402929.000000 Penalty: 5741.110352
	Iteration 94Q: 3 clusters Score -1.640293e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -16402942.000000 Penalty: 5741.110352
	Iteration 95Q: 3 clusters Score -1.640294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -16402949.000000 Penalty: 5741.110352
	Iteration 96Q: 3 clusters Score -1.640295e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -16402987.000000 Penalty: 5741.110352
	Iteration 97Q: 3 clusters Score -1.640299e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -16402971.000000 Penalty: 5741.110352
	Iteration 98Q: 3 clusters Score -1.640297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -16402971.000000 Penalty: 5741.110352
	Iteration 99Q: 3 clusters Score -1.640297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -16402986.000000 Penalty: 5741.110352
	Iteration 100F: 3 clusters Score -1.640299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -16402988.000000 Penalty: 5741.110352
	Iteration 101Q: 3 clusters Score -1.640299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -16402978.000000 Penalty: 5741.110352
	Iteration 102Q: 3 clusters Score -1.640298e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -16402988.000000 Penalty: 5741.110352
	Iteration 103Q: 3 clusters Score -1.640299e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -16403003.000000 Penalty: 5741.110352
	Iteration 104Q: 3 clusters Score -1.6403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -16403005.000000 Penalty: 5741.110352
	Iteration 105Q: 3 clusters Score -1.6403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -16402992.000000 Penalty: 5741.110352
	Iteration 106Q: 3 clusters Score -1.640299e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -16402967.000000 Penalty: 5741.110352
	Iteration 107Q: 3 clusters Score -1.640297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -16402981.000000 Penalty: 5741.110352
	Iteration 108Q: 3 clusters Score -1.640298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -16402992.000000 Penalty: 5741.110352
	Iteration 109Q: 3 clusters Score -1.640299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -16402990.000000 Penalty: 5741.110352
	Iteration 110Q: 3 clusters Score -1.640299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -16402985.000000 Penalty: 5741.110352
	Iteration 111Q: 3 clusters Score -1.640298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -16403006.000000 Penalty: 5741.110352
	Iteration 112Q: 3 clusters Score -1.640301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -16403013.000000 Penalty: 5741.110352
	Iteration 113Q: 3 clusters Score -1.640301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -16403013.000000 Penalty: 5741.110352
	Iteration 114Q: 3 clusters Score -1.640301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -16403024.000000 Penalty: 5741.110352
	Iteration 115Q: 3 clusters Score -1.640302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -16403058.000000 Penalty: 5741.110352
	Iteration 116Q: 3 clusters Score -1.640306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -16403061.000000 Penalty: 5741.110352
	Iteration 117Q: 3 clusters Score -1.640306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -16403085.000000 Penalty: 5741.110352
	Iteration 118Q: 3 clusters Score -1.640308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -16403095.000000 Penalty: 5741.110352
	Iteration 119Q: 3 clusters Score -1.64031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -16403097.000000 Penalty: 5741.110352
	Iteration 120F: 3 clusters Score -1.64031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -16403089.000000 Penalty: 5741.110352
	Iteration 121Q: 3 clusters Score -1.640309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -16403074.000000 Penalty: 5741.110352
	Iteration 122Q: 3 clusters Score -1.640307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -16403068.000000 Penalty: 5741.110352
	Iteration 123Q: 3 clusters Score -1.640307e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -16403071.000000 Penalty: 5741.110352
	Iteration 124Q: 3 clusters Score -1.640307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -16403084.000000 Penalty: 5741.110352
	Iteration 125Q: 3 clusters Score -1.640308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 102699 members 
Entering Unmasked Estep 
Score: -16403080.000000 Penalty: 5741.110352
	Iteration 126Q: 3 clusters Score -1.640308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -16403077.000000 Penalty: 5741.110352
	Iteration 127Q: 3 clusters Score -1.640308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -16403073.000000 Penalty: 5741.110352
	Iteration 128Q: 3 clusters Score -1.640307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -16403082.000000 Penalty: 5741.110352
	Iteration 129Q: 3 clusters Score -1.640308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16403074.000000 Penalty: 5741.110352
	Iteration 130Q: 3 clusters Score -1.640307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -16403088.000000 Penalty: 5741.110352
	Iteration 131Q: 3 clusters Score -1.640309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -16403097.000000 Penalty: 5741.110352
	Iteration 132Q: 3 clusters Score -1.64031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -16403095.000000 Penalty: 5741.110352
	Iteration 133Q: 3 clusters Score -1.64031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -16403099.000000 Penalty: 5741.110352
	Iteration 134Q: 3 clusters Score -1.64031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -16403105.000000 Penalty: 5741.110352
	Iteration 135Q: 3 clusters Score -1.64031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -16403098.000000 Penalty: 5741.110352
	Iteration 136Q: 3 clusters Score -1.64031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -16403094.000000 Penalty: 5741.110352
	Iteration 137Q: 3 clusters Score -1.640309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -16403083.000000 Penalty: 5741.110352
	Iteration 138Q: 3 clusters Score -1.640308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 102805 members 
Entering Unmasked Estep 
Score: -16403088.000000 Penalty: 5741.110352
	Iteration 139Q: 3 clusters Score -1.640309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 102811 members 
Entering Unmasked Estep 
Score: -16403082.000000 Penalty: 5741.110352
	Iteration 140F: 3 clusters Score -1.640308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -16403092.000000 Penalty: 5741.110352
	Iteration 141Q: 3 clusters Score -1.640309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -16403089.000000 Penalty: 5741.110352
	Iteration 142Q: 3 clusters Score -1.640309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -16403077.000000 Penalty: 5741.110352
	Iteration 143Q: 3 clusters Score -1.640308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -16403097.000000 Penalty: 5741.110352
	Iteration 144Q: 3 clusters Score -1.64031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -16403087.000000 Penalty: 5741.110352
	Iteration 145Q: 3 clusters Score -1.640309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -16403085.000000 Penalty: 5741.110352
	Iteration 146Q: 3 clusters Score -1.640308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -16403101.000000 Penalty: 5741.110352
	Iteration 147Q: 3 clusters Score -1.64031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -16403103.000000 Penalty: 5741.110352
	Iteration 148Q: 3 clusters Score -1.64031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -16403102.000000 Penalty: 5741.110352
	Iteration 149Q: 3 clusters Score -1.64031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -16403107.000000 Penalty: 5741.110352
	Iteration 150Q: 3 clusters Score -1.640311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -16403109.000000 Penalty: 5741.110352
	Iteration 151Q: 3 clusters Score -1.640311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -16403107.000000 Penalty: 5741.110352
	Iteration 152Q: 3 clusters Score -1.640311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -16403112.000000 Penalty: 5741.110352
	Iteration 153Q: 3 clusters Score -1.640311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -16403109.000000 Penalty: 5741.110352
	Iteration 154Q: 3 clusters Score -1.640311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -16403116.000000 Penalty: 5741.110352
	Iteration 155Q: 3 clusters Score -1.640312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -16403104.000000 Penalty: 5741.110352
	Iteration 156Q: 3 clusters Score -1.64031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -16403097.000000 Penalty: 5741.110352
	Iteration 157Q: 3 clusters Score -1.64031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -16403098.000000 Penalty: 5741.110352
	Iteration 158Q: 3 clusters Score -1.64031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -16403098.000000 Penalty: 5741.110352
	Iteration 159F: 3 clusters Score -1.64031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Entering Unmasked Estep 
Score: -4341068.500000 Penalty: 2547.990234
	Iteration 0F: 2 clusters Score -4341068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4321161.500000 Penalty: 5095.980469
	Iteration 0F: 3 clusters Score -4321162 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4328216.000000 Penalty: 5095.980469
	Iteration 1F: 3 clusters Score -4328216 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4328649.500000 Penalty: 5095.980469
	Iteration 2Q: 3 clusters Score -4328650 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -4329007.500000 Penalty: 5095.980469
	Iteration 3Q: 3 clusters Score -4329008 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4329340.500000 Penalty: 5095.980469
	Iteration 4Q: 3 clusters Score -4329340 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4329646.000000 Penalty: 5095.980469
	Iteration 5Q: 3 clusters Score -4329646 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4329975.500000 Penalty: 5095.980469
	Iteration 6Q: 3 clusters Score -4329976 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4330345.500000 Penalty: 5095.980469
	Iteration 7Q: 3 clusters Score -4330346 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -4330795.000000 Penalty: 5095.980469
	Iteration 8Q: 3 clusters Score -4330795 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4331344.500000 Penalty: 5095.980469
	Iteration 9Q: 3 clusters Score -4331344 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4332070.000000 Penalty: 5095.980469
	Iteration 10Q: 3 clusters Score -4332070 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4333057.500000 Penalty: 5095.980469
	Iteration 11F: 3 clusters Score -4333058 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4334249.000000 Penalty: 5095.980469
	Iteration 12F: 3 clusters Score -4334249 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4335561.500000 Penalty: 5095.980469
	Iteration 13F: 3 clusters Score -4335562 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4336754.500000 Penalty: 5095.980469
	Iteration 14F: 3 clusters Score -4336754 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4337658.500000 Penalty: 5095.980469
	Iteration 15Q: 3 clusters Score -4337658 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4338194.500000 Penalty: 5095.980469
	Iteration 16Q: 3 clusters Score -4338194 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4338485.500000 Penalty: 5095.980469
	Iteration 17Q: 3 clusters Score -4338486 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4338637.000000 Penalty: 5095.980469
	Iteration 18Q: 3 clusters Score -4338637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4338724.000000 Penalty: 5095.980469
	Iteration 19Q: 3 clusters Score -4338724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4338760.500000 Penalty: 5095.980469
	Iteration 20F: 3 clusters Score -4338760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4338789.500000 Penalty: 5095.980469
	Iteration 21Q: 3 clusters Score -4338790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4338809.000000 Penalty: 5095.980469
	Iteration 22Q: 3 clusters Score -4338809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4338829.000000 Penalty: 5095.980469
	Iteration 23Q: 3 clusters Score -4338829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4338839.500000 Penalty: 5095.980469
	Iteration 24Q: 3 clusters Score -4338840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4338854.000000 Penalty: 5095.980469
	Iteration 25Q: 3 clusters Score -4338854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4338864.000000 Penalty: 5095.980469
	Iteration 26Q: 3 clusters Score -4338864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4338865.000000 Penalty: 5095.980469
	Iteration 27Q: 3 clusters Score -4338865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4338875.500000 Penalty: 5095.980469
	Iteration 28Q: 3 clusters Score -4338876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4338884.500000 Penalty: 5095.980469
	Iteration 29Q: 3 clusters Score -4338884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4338889.500000 Penalty: 5095.980469
	Iteration 30Q: 3 clusters Score -4338890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4338895.000000 Penalty: 5095.980469
	Iteration 31Q: 3 clusters Score -4338895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4338896.500000 Penalty: 5095.980469
	Iteration 32Q: 3 clusters Score -4338896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4338903.000000 Penalty: 5095.980469
	Iteration 33Q: 3 clusters Score -4338903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4338903.000000 Penalty: 5095.980469
	Iteration 34F: 3 clusters Score -4338903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -718405.625000 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -718405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -713997.125000 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -713997.1 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -715127.500000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -715127.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -715416.375000 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -715416.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -715657.500000 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -715657.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -715868.062500 Penalty: 4212.275391
	Iteration 4F: 3 clusters Score -715868.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -716067.687500 Penalty: 4212.275391
	Iteration 5F: 3 clusters Score -716067.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -716227.375000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -716227.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -716389.125000 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -716389.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -716557.687500 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -716557.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -716689.437500 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -716689.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -716776.000000 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -716776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -716828.250000 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -716828.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -716860.375000 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -716860.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -716887.437500 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -716887.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -716908.687500 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -716908.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -716925.562500 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -716925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -716941.750000 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -716941.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -716954.000000 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -716954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -716969.437500 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -716969.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -716982.062500 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -716982.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -716996.937500 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -716996.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -717008.437500 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -717008.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -717017.625000 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -717017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -717021.125000 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -717021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -717023.687500 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -717023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -717026.562500 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -717026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -717027.937500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -717027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -717032.562500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -717032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -717034.187500 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -717034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -717035.062500 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -717035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -717035.062500 Penalty: 4212.275391
	Iteration 30F: 3 clusters Score -717035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Entering Unmasked Estep 
Score: -15305314.000000 Penalty: 2853.470947
	Iteration 0F: 2 clusters Score -1.530531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -15240609.000000 Penalty: 5706.941895
	Iteration 0F: 3 clusters Score -1.524061e+07 nChanged 47150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -15267761.000000 Penalty: 5706.941895
	Iteration 1F: 3 clusters Score -1.526776e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -15268700.000000 Penalty: 5706.941895
	Iteration 2Q: 3 clusters Score -1.52687e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -15269860.000000 Penalty: 5706.941895
	Iteration 3Q: 3 clusters Score -1.526986e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -15271743.000000 Penalty: 5706.941895
	Iteration 4Q: 3 clusters Score -1.527174e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -15274852.000000 Penalty: 5706.941895
	Iteration 5F: 3 clusters Score -1.527485e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -15279576.000000 Penalty: 5706.941895
	Iteration 6F: 3 clusters Score -1.527958e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -15286259.000000 Penalty: 5706.941895
	Iteration 7F: 3 clusters Score -1.528626e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -15292728.000000 Penalty: 5706.941895
	Iteration 8F: 3 clusters Score -1.529273e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -15297779.000000 Penalty: 5706.941895
	Iteration 9F: 3 clusters Score -1.529778e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -15300791.000000 Penalty: 5706.941895
	Iteration 10Q: 3 clusters Score -1.530079e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -15302339.000000 Penalty: 5706.941895
	Iteration 11Q: 3 clusters Score -1.530234e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -15303225.000000 Penalty: 5706.941895
	Iteration 12Q: 3 clusters Score -1.530322e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -15303804.000000 Penalty: 5706.941895
	Iteration 13Q: 3 clusters Score -1.53038e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -15304195.000000 Penalty: 5706.941895
	Iteration 14Q: 3 clusters Score -1.53042e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -15304322.000000 Penalty: 5706.941895
	Iteration 15Q: 3 clusters Score -1.530432e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -15304401.000000 Penalty: 5706.941895
	Iteration 16Q: 3 clusters Score -1.53044e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -15304457.000000 Penalty: 5706.941895
	Iteration 17Q: 3 clusters Score -1.530446e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -15304516.000000 Penalty: 5706.941895
	Iteration 18Q: 3 clusters Score -1.530452e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -15304543.000000 Penalty: 5706.941895
	Iteration 19Q: 3 clusters Score -1.530454e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -15304560.000000 Penalty: 5706.941895
	Iteration 20F: 3 clusters Score -1.530456e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -15304534.000000 Penalty: 5706.941895
	Iteration 21Q: 3 clusters Score -1.530453e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -15304559.000000 Penalty: 5706.941895
	Iteration 22Q: 3 clusters Score -1.530456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -15304542.000000 Penalty: 5706.941895
	Iteration 23Q: 3 clusters Score -1.530454e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -15304543.000000 Penalty: 5706.941895
	Iteration 24Q: 3 clusters Score -1.530454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -15304530.000000 Penalty: 5706.941895
	Iteration 25Q: 3 clusters Score -1.530453e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -15304541.000000 Penalty: 5706.941895
	Iteration 26Q: 3 clusters Score -1.530454e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -15304556.000000 Penalty: 5706.941895
	Iteration 27Q: 3 clusters Score -1.530456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -15304535.000000 Penalty: 5706.941895
	Iteration 28Q: 3 clusters Score -1.530454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -15304528.000000 Penalty: 5706.941895
	Iteration 29Q: 3 clusters Score -1.530453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -15304535.000000 Penalty: 5706.941895
	Iteration 30Q: 3 clusters Score -1.530454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -15304537.000000 Penalty: 5706.941895
	Iteration 31Q: 3 clusters Score -1.530454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -15304529.000000 Penalty: 5706.941895
	Iteration 32Q: 3 clusters Score -1.530453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -15304526.000000 Penalty: 5706.941895
	Iteration 33Q: 3 clusters Score -1.530453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -15304540.000000 Penalty: 5706.941895
	Iteration 34Q: 3 clusters Score -1.530454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -15304524.000000 Penalty: 5706.941895
	Iteration 35Q: 3 clusters Score -1.530452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -15304535.000000 Penalty: 5706.941895
	Iteration 36Q: 3 clusters Score -1.530454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -15304522.000000 Penalty: 5706.941895
	Iteration 37Q: 3 clusters Score -1.530452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -15304529.000000 Penalty: 5706.941895
	Iteration 38Q: 3 clusters Score -1.530453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -15304523.000000 Penalty: 5706.941895
	Iteration 39Q: 3 clusters Score -1.530452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -15304536.000000 Penalty: 5706.941895
	Iteration 40F: 3 clusters Score -1.530454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -15304549.000000 Penalty: 5706.941895
	Iteration 41Q: 3 clusters Score -1.530455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -15304555.000000 Penalty: 5706.941895
	Iteration 42Q: 3 clusters Score -1.530456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -15304555.000000 Penalty: 5706.941895
	Iteration 43Q: 3 clusters Score -1.530456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -15304557.000000 Penalty: 5706.941895
	Iteration 44Q: 3 clusters Score -1.530456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -15304566.000000 Penalty: 5706.941895
	Iteration 45Q: 3 clusters Score -1.530457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -15304560.000000 Penalty: 5706.941895
	Iteration 46Q: 3 clusters Score -1.530456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -15304546.000000 Penalty: 5706.941895
	Iteration 47Q: 3 clusters Score -1.530455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -15304548.000000 Penalty: 5706.941895
	Iteration 48Q: 3 clusters Score -1.530455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -15304574.000000 Penalty: 5706.941895
	Iteration 49Q: 3 clusters Score -1.530457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -15304570.000000 Penalty: 5706.941895
	Iteration 50Q: 3 clusters Score -1.530457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -15304569.000000 Penalty: 5706.941895
	Iteration 51Q: 3 clusters Score -1.530457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -15304570.000000 Penalty: 5706.941895
	Iteration 52Q: 3 clusters Score -1.530457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -15304571.000000 Penalty: 5706.941895
	Iteration 53Q: 3 clusters Score -1.530457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -15304561.000000 Penalty: 5706.941895
	Iteration 54Q: 3 clusters Score -1.530456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -15304563.000000 Penalty: 5706.941895
	Iteration 55Q: 3 clusters Score -1.530456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -15304568.000000 Penalty: 5706.941895
	Iteration 56Q: 3 clusters Score -1.530457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -15304577.000000 Penalty: 5706.941895
	Iteration 57Q: 3 clusters Score -1.530458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -15304569.000000 Penalty: 5706.941895
	Iteration 58Q: 3 clusters Score -1.530457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -15304578.000000 Penalty: 5706.941895
	Iteration 59Q: 3 clusters Score -1.530458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -15304573.000000 Penalty: 5706.941895
	Iteration 60F: 3 clusters Score -1.530457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -15304580.000000 Penalty: 5706.941895
	Iteration 61Q: 3 clusters Score -1.530458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -15304578.000000 Penalty: 5706.941895
	Iteration 62Q: 3 clusters Score -1.530458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -15304568.000000 Penalty: 5706.941895
	Iteration 63Q: 3 clusters Score -1.530457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -15304567.000000 Penalty: 5706.941895
	Iteration 64Q: 3 clusters Score -1.530457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -15304575.000000 Penalty: 5706.941895
	Iteration 65Q: 3 clusters Score -1.530458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -15304582.000000 Penalty: 5706.941895
	Iteration 66Q: 3 clusters Score -1.530458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -15304569.000000 Penalty: 5706.941895
	Iteration 67Q: 3 clusters Score -1.530457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -15304566.000000 Penalty: 5706.941895
	Iteration 68Q: 3 clusters Score -1.530457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -15304565.000000 Penalty: 5706.941895
	Iteration 69Q: 3 clusters Score -1.530456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -15304565.000000 Penalty: 5706.941895
	Iteration 70Q: 3 clusters Score -1.530456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -15304563.000000 Penalty: 5706.941895
	Iteration 71Q: 3 clusters Score -1.530456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -15304575.000000 Penalty: 5706.941895
	Iteration 72Q: 3 clusters Score -1.530458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -15304577.000000 Penalty: 5706.941895
	Iteration 73Q: 3 clusters Score -1.530458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -15304581.000000 Penalty: 5706.941895
	Iteration 74Q: 3 clusters Score -1.530458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -15304578.000000 Penalty: 5706.941895
	Iteration 75Q: 3 clusters Score -1.530458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -15304578.000000 Penalty: 5706.941895
	Iteration 76F: 3 clusters Score -1.530458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38842.871094 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38842.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39071.039062 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39071.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39188.218750 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39188.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39323.074219 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -39323.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39347.488281 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39347.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39385.074219 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39385.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39397.492188 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39397.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39402.796875 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39402.796875 Penalty: 2886.761230
	Iteration 8F: 3 clusters Score -39402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Entering Unmasked Estep 
Score: -8187734.500000 Penalty: 2695.338867
	Iteration 0F: 2 clusters Score -8187734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -8152284.500000 Penalty: 5390.677734
	Iteration 0F: 3 clusters Score -8152284 nChanged 24299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -8165692.000000 Penalty: 5390.677734
	Iteration 1F: 3 clusters Score -8165692 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -8166322.000000 Penalty: 5390.677734
	Iteration 2Q: 3 clusters Score -8166322 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8166907.500000 Penalty: 5390.677734
	Iteration 3Q: 3 clusters Score -8166908 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -8167544.000000 Penalty: 5390.677734
	Iteration 4Q: 3 clusters Score -8167544 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -8168190.000000 Penalty: 5390.677734
	Iteration 5Q: 3 clusters Score -8168190 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8168952.000000 Penalty: 5390.677734
	Iteration 6Q: 3 clusters Score -8168952 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8169928.000000 Penalty: 5390.677734
	Iteration 7Q: 3 clusters Score -8169928 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8171369.000000 Penalty: 5390.677734
	Iteration 8Q: 3 clusters Score -8171369 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8173551.000000 Penalty: 5390.677734
	Iteration 9F: 3 clusters Score -8173551 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8176202.500000 Penalty: 5390.677734
	Iteration 10F: 3 clusters Score -8176202 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8178092.000000 Penalty: 5390.677734
	Iteration 11F: 3 clusters Score -8178092 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8178933.500000 Penalty: 5390.677734
	Iteration 12Q: 3 clusters Score -8178934 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8179291.500000 Penalty: 5390.677734
	Iteration 13Q: 3 clusters Score -8179292 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -8179522.500000 Penalty: 5390.677734
	Iteration 14Q: 3 clusters Score -8179522 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8179667.000000 Penalty: 5390.677734
	Iteration 15Q: 3 clusters Score -8179667 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -8179766.000000 Penalty: 5390.677734
	Iteration 16Q: 3 clusters Score -8179766 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8179849.500000 Penalty: 5390.677734
	Iteration 17Q: 3 clusters Score -8179850 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -8179908.500000 Penalty: 5390.677734
	Iteration 18Q: 3 clusters Score -8179908 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -8179928.500000 Penalty: 5390.677734
	Iteration 19Q: 3 clusters Score -8179928 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8179960.000000 Penalty: 5390.677734
	Iteration 20F: 3 clusters Score -8179960 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8180017.000000 Penalty: 5390.677734
	Iteration 21Q: 3 clusters Score -8180017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8180057.500000 Penalty: 5390.677734
	Iteration 22Q: 3 clusters Score -8180058 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8180065.500000 Penalty: 5390.677734
	Iteration 23Q: 3 clusters Score -8180066 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8180124.000000 Penalty: 5390.677734
	Iteration 24Q: 3 clusters Score -8180124 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -8180165.000000 Penalty: 5390.677734
	Iteration 25Q: 3 clusters Score -8180165 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -8180229.500000 Penalty: 5390.677734
	Iteration 26Q: 3 clusters Score -8180230 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -8180219.000000 Penalty: 5390.677734
	Iteration 27Q: 3 clusters Score -8180219 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -8180230.000000 Penalty: 5390.677734
	Iteration 28Q: 3 clusters Score -8180230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8180243.000000 Penalty: 5390.677734
	Iteration 29Q: 3 clusters Score -8180243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -8180284.500000 Penalty: 5390.677734
	Iteration 30Q: 3 clusters Score -8180284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -8180286.500000 Penalty: 5390.677734
	Iteration 31Q: 3 clusters Score -8180286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -8180280.000000 Penalty: 5390.677734
	Iteration 32Q: 3 clusters Score -8180280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -8180289.500000 Penalty: 5390.677734
	Iteration 33Q: 3 clusters Score -8180290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8180299.000000 Penalty: 5390.677734
	Iteration 34Q: 3 clusters Score -8180299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -8180322.000000 Penalty: 5390.677734
	Iteration 35Q: 3 clusters Score -8180322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -8180332.000000 Penalty: 5390.677734
	Iteration 36Q: 3 clusters Score -8180332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -8180341.000000 Penalty: 5390.677734
	Iteration 37Q: 3 clusters Score -8180341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8180350.500000 Penalty: 5390.677734
	Iteration 38Q: 3 clusters Score -8180350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -8180373.500000 Penalty: 5390.677734
	Iteration 39Q: 3 clusters Score -8180374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8180371.000000 Penalty: 5390.677734
	Iteration 40F: 3 clusters Score -8180371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -8180369.500000 Penalty: 5390.677734
	Iteration 41Q: 3 clusters Score -8180370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -8180369.000000 Penalty: 5390.677734
	Iteration 42Q: 3 clusters Score -8180369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -8180374.000000 Penalty: 5390.677734
	Iteration 43Q: 3 clusters Score -8180374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8180367.500000 Penalty: 5390.677734
	Iteration 44Q: 3 clusters Score -8180368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -8180374.500000 Penalty: 5390.677734
	Iteration 45Q: 3 clusters Score -8180374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8180369.500000 Penalty: 5390.677734
	Iteration 46Q: 3 clusters Score -8180370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8180370.500000 Penalty: 5390.677734
	Iteration 47Q: 3 clusters Score -8180370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8180363.000000 Penalty: 5390.677734
	Iteration 48Q: 3 clusters Score -8180363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -8180365.000000 Penalty: 5390.677734
	Iteration 49Q: 3 clusters Score -8180365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -8180375.500000 Penalty: 5390.677734
	Iteration 50Q: 3 clusters Score -8180376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8180365.500000 Penalty: 5390.677734
	Iteration 51Q: 3 clusters Score -8180366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -8180371.500000 Penalty: 5390.677734
	Iteration 52Q: 3 clusters Score -8180372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8180364.500000 Penalty: 5390.677734
	Iteration 53Q: 3 clusters Score -8180364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -8180356.500000 Penalty: 5390.677734
	Iteration 54Q: 3 clusters Score -8180356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -8180354.000000 Penalty: 5390.677734
	Iteration 55Q: 3 clusters Score -8180354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -8180354.000000 Penalty: 5390.677734
	Iteration 56Q: 3 clusters Score -8180354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8180354.500000 Penalty: 5390.677734
	Iteration 57Q: 3 clusters Score -8180354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -8180353.000000 Penalty: 5390.677734
	Iteration 58Q: 3 clusters Score -8180353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -8180364.000000 Penalty: 5390.677734
	Iteration 59Q: 3 clusters Score -8180364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -8180363.000000 Penalty: 5390.677734
	Iteration 60F: 3 clusters Score -8180363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -8180362.000000 Penalty: 5390.677734
	Iteration 61Q: 3 clusters Score -8180362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -8180366.500000 Penalty: 5390.677734
	Iteration 62Q: 3 clusters Score -8180366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8180365.000000 Penalty: 5390.677734
	Iteration 63Q: 3 clusters Score -8180365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -8180363.500000 Penalty: 5390.677734
	Iteration 64Q: 3 clusters Score -8180364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8180363.000000 Penalty: 5390.677734
	Iteration 65Q: 3 clusters Score -8180363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8180363.500000 Penalty: 5390.677734
	Iteration 66Q: 3 clusters Score -8180364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -8180367.500000 Penalty: 5390.677734
	Iteration 67Q: 3 clusters Score -8180368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -8180367.500000 Penalty: 5390.677734
	Iteration 68F: 3 clusters Score -8180368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Entering Unmasked Estep 
Score: -6406253.000000 Penalty: 2643.897217
	Iteration 0F: 2 clusters Score -6406253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6377591.500000 Penalty: 5287.794434
	Iteration 0F: 3 clusters Score -6377592 nChanged 19654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -6388312.000000 Penalty: 5287.794434
	Iteration 1F: 3 clusters Score -6388312 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -6388985.500000 Penalty: 5287.794434
	Iteration 2Q: 3 clusters Score -6388986 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6389752.000000 Penalty: 5287.794434
	Iteration 3Q: 3 clusters Score -6389752 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6390877.000000 Penalty: 5287.794434
	Iteration 4F: 3 clusters Score -6390877 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -6392272.000000 Penalty: 5287.794434
	Iteration 5F: 3 clusters Score -6392272 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -6393937.000000 Penalty: 5287.794434
	Iteration 6F: 3 clusters Score -6393937 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -6395539.000000 Penalty: 5287.794434
	Iteration 7F: 3 clusters Score -6395539 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6396832.000000 Penalty: 5287.794434
	Iteration 8F: 3 clusters Score -6396832 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -6397791.000000 Penalty: 5287.794434
	Iteration 9Q: 3 clusters Score -6397791 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -6398395.500000 Penalty: 5287.794434
	Iteration 10Q: 3 clusters Score -6398396 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6398851.000000 Penalty: 5287.794434
	Iteration 11Q: 3 clusters Score -6398851 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6399110.500000 Penalty: 5287.794434
	Iteration 12Q: 3 clusters Score -6399110 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6399333.500000 Penalty: 5287.794434
	Iteration 13Q: 3 clusters Score -6399334 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6399520.500000 Penalty: 5287.794434
	Iteration 14Q: 3 clusters Score -6399520 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -6399639.000000 Penalty: 5287.794434
	Iteration 15Q: 3 clusters Score -6399639 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -6399750.500000 Penalty: 5287.794434
	Iteration 16Q: 3 clusters Score -6399750 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -6399877.500000 Penalty: 5287.794434
	Iteration 17Q: 3 clusters Score -6399878 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6400000.000000 Penalty: 5287.794434
	Iteration 18Q: 3 clusters Score -6400000 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -6400108.000000 Penalty: 5287.794434
	Iteration 19Q: 3 clusters Score -6400108 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6400236.000000 Penalty: 5287.794434
	Iteration 20F: 3 clusters Score -6400236 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -6400317.500000 Penalty: 5287.794434
	Iteration 21Q: 3 clusters Score -6400318 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6400483.500000 Penalty: 5287.794434
	Iteration 22Q: 3 clusters Score -6400484 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -6400600.500000 Penalty: 5287.794434
	Iteration 23Q: 3 clusters Score -6400600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6400727.500000 Penalty: 5287.794434
	Iteration 24Q: 3 clusters Score -6400728 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -6400802.000000 Penalty: 5287.794434
	Iteration 25Q: 3 clusters Score -6400802 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -6400864.000000 Penalty: 5287.794434
	Iteration 26Q: 3 clusters Score -6400864 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -6400934.500000 Penalty: 5287.794434
	Iteration 27Q: 3 clusters Score -6400934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -6400955.000000 Penalty: 5287.794434
	Iteration 28Q: 3 clusters Score -6400955 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -6400994.500000 Penalty: 5287.794434
	Iteration 29Q: 3 clusters Score -6400994 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -6401088.000000 Penalty: 5287.794434
	Iteration 30Q: 3 clusters Score -6401088 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6401162.500000 Penalty: 5287.794434
	Iteration 31Q: 3 clusters Score -6401162 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -6401240.500000 Penalty: 5287.794434
	Iteration 32Q: 3 clusters Score -6401240 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -6401319.000000 Penalty: 5287.794434
	Iteration 33Q: 3 clusters Score -6401319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -6401403.000000 Penalty: 5287.794434
	Iteration 34Q: 3 clusters Score -6401403 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -6401529.500000 Penalty: 5287.794434
	Iteration 35Q: 3 clusters Score -6401530 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -6401679.000000 Penalty: 5287.794434
	Iteration 36Q: 3 clusters Score -6401679 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -6401835.500000 Penalty: 5287.794434
	Iteration 37Q: 3 clusters Score -6401836 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -6401965.000000 Penalty: 5287.794434
	Iteration 38Q: 3 clusters Score -6401965 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -6402113.500000 Penalty: 5287.794434
	Iteration 39Q: 3 clusters Score -6402114 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -6402334.000000 Penalty: 5287.794434
	Iteration 40F: 3 clusters Score -6402334 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -6402650.500000 Penalty: 5287.794434
	Iteration 41Q: 3 clusters Score -6402650 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6402912.500000 Penalty: 5287.794434
	Iteration 42Q: 3 clusters Score -6402912 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6403189.500000 Penalty: 5287.794434
	Iteration 43Q: 3 clusters Score -6403190 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -6403483.000000 Penalty: 5287.794434
	Iteration 44Q: 3 clusters Score -6403483 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6403832.000000 Penalty: 5287.794434
	Iteration 45Q: 3 clusters Score -6403832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -6404133.000000 Penalty: 5287.794434
	Iteration 46Q: 3 clusters Score -6404133 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -6404355.000000 Penalty: 5287.794434
	Iteration 47Q: 3 clusters Score -6404355 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -6404497.000000 Penalty: 5287.794434
	Iteration 48Q: 3 clusters Score -6404497 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6404564.000000 Penalty: 5287.794434
	Iteration 49Q: 3 clusters Score -6404564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -6404584.500000 Penalty: 5287.794434
	Iteration 50Q: 3 clusters Score -6404584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -6404587.500000 Penalty: 5287.794434
	Iteration 51Q: 3 clusters Score -6404588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6404604.500000 Penalty: 5287.794434
	Iteration 52Q: 3 clusters Score -6404604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6404611.000000 Penalty: 5287.794434
	Iteration 53Q: 3 clusters Score -6404611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6404617.500000 Penalty: 5287.794434
	Iteration 54Q: 3 clusters Score -6404618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -6404625.500000 Penalty: 5287.794434
	Iteration 55Q: 3 clusters Score -6404626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6404618.000000 Penalty: 5287.794434
	Iteration 56Q: 3 clusters Score -6404618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -6404614.500000 Penalty: 5287.794434
	Iteration 57Q: 3 clusters Score -6404614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -6404612.500000 Penalty: 5287.794434
	Iteration 58Q: 3 clusters Score -6404612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -6404594.500000 Penalty: 5287.794434
	Iteration 59Q: 3 clusters Score -6404594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -6404597.000000 Penalty: 5287.794434
	Iteration 60F: 3 clusters Score -6404597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -6404605.000000 Penalty: 5287.794434
	Iteration 61Q: 3 clusters Score -6404605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -6404606.000000 Penalty: 5287.794434
	Iteration 62Q: 3 clusters Score -6404606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -6404608.500000 Penalty: 5287.794434
	Iteration 63Q: 3 clusters Score -6404608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -6404608.500000 Penalty: 5287.794434
	Iteration 64Q: 3 clusters Score -6404608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -6404606.500000 Penalty: 5287.794434
	Iteration 65Q: 3 clusters Score -6404606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6404601.500000 Penalty: 5287.794434
	Iteration 66Q: 3 clusters Score -6404602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6404611.000000 Penalty: 5287.794434
	Iteration 67Q: 3 clusters Score -6404611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6404607.000000 Penalty: 5287.794434
	Iteration 68Q: 3 clusters Score -6404607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6404610.500000 Penalty: 5287.794434
	Iteration 69Q: 3 clusters Score -6404610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6404607.500000 Penalty: 5287.794434
	Iteration 70Q: 3 clusters Score -6404608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6404610.000000 Penalty: 5287.794434
	Iteration 71Q: 3 clusters Score -6404610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -6404610.000000 Penalty: 5287.794434
	Iteration 72Q: 3 clusters Score -6404610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -6404614.000000 Penalty: 5287.794434
	Iteration 73Q: 3 clusters Score -6404614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -6404623.500000 Penalty: 5287.794434
	Iteration 74Q: 3 clusters Score -6404624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -6404622.000000 Penalty: 5287.794434
	Iteration 75Q: 3 clusters Score -6404622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6404620.500000 Penalty: 5287.794434
	Iteration 76Q: 3 clusters Score -6404620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -6404631.000000 Penalty: 5287.794434
	Iteration 77Q: 3 clusters Score -6404631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -6404626.500000 Penalty: 5287.794434
	Iteration 78Q: 3 clusters Score -6404626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -6404632.000000 Penalty: 5287.794434
	Iteration 79Q: 3 clusters Score -6404632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6404641.000000 Penalty: 5287.794434
	Iteration 80F: 3 clusters Score -6404641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -6404630.000000 Penalty: 5287.794434
	Iteration 81Q: 3 clusters Score -6404630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -6404634.500000 Penalty: 5287.794434
	Iteration 82Q: 3 clusters Score -6404634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6404633.500000 Penalty: 5287.794434
	Iteration 83Q: 3 clusters Score -6404634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -6404635.000000 Penalty: 5287.794434
	Iteration 84Q: 3 clusters Score -6404635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6404637.500000 Penalty: 5287.794434
	Iteration 85Q: 3 clusters Score -6404638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6404635.000000 Penalty: 5287.794434
	Iteration 86Q: 3 clusters Score -6404635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6404633.500000 Penalty: 5287.794434
	Iteration 87Q: 3 clusters Score -6404634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6404633.000000 Penalty: 5287.794434
	Iteration 88Q: 3 clusters Score -6404633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6404634.500000 Penalty: 5287.794434
	Iteration 89Q: 3 clusters Score -6404634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6404642.500000 Penalty: 5287.794434
	Iteration 90Q: 3 clusters Score -6404642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6404642.000000 Penalty: 5287.794434
	Iteration 91Q: 3 clusters Score -6404642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -6404641.500000 Penalty: 5287.794434
	Iteration 92Q: 3 clusters Score -6404642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -6404645.000000 Penalty: 5287.794434
	Iteration 93Q: 3 clusters Score -6404645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -6404630.500000 Penalty: 5287.794434
	Iteration 94Q: 3 clusters Score -6404630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -6404631.000000 Penalty: 5287.794434
	Iteration 95Q: 3 clusters Score -6404631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -6404622.000000 Penalty: 5287.794434
	Iteration 96Q: 3 clusters Score -6404622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6404631.000000 Penalty: 5287.794434
	Iteration 97Q: 3 clusters Score -6404631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -6404638.500000 Penalty: 5287.794434
	Iteration 98Q: 3 clusters Score -6404638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -6404630.500000 Penalty: 5287.794434
	Iteration 99Q: 3 clusters Score -6404630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6404637.000000 Penalty: 5287.794434
	Iteration 100F: 3 clusters Score -6404637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -6404633.500000 Penalty: 5287.794434
	Iteration 101Q: 3 clusters Score -6404634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -6404633.500000 Penalty: 5287.794434
	Iteration 102Q: 3 clusters Score -6404634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -6404632.000000 Penalty: 5287.794434
	Iteration 103Q: 3 clusters Score -6404632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -6404630.500000 Penalty: 5287.794434
	Iteration 104Q: 3 clusters Score -6404630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -6404625.000000 Penalty: 5287.794434
	Iteration 105Q: 3 clusters Score -6404625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6404632.500000 Penalty: 5287.794434
	Iteration 106Q: 3 clusters Score -6404632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6404634.500000 Penalty: 5287.794434
	Iteration 107Q: 3 clusters Score -6404634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6404634.500000 Penalty: 5287.794434
	Iteration 108F: 3 clusters Score -6404634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Entering Unmasked Estep 
Score: -16712270.000000 Penalty: 2875.501465
	Iteration 0F: 2 clusters Score -1.671227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -16642829.000000 Penalty: 5751.002930
	Iteration 0F: 3 clusters Score -1.664283e+07 nChanged 51626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -16673230.000000 Penalty: 5751.002930
	Iteration 1F: 3 clusters Score -1.667323e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -16674620.000000 Penalty: 5751.002930
	Iteration 2Q: 3 clusters Score -1.667462e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -16676545.000000 Penalty: 5751.002930
	Iteration 3Q: 3 clusters Score -1.667654e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -16679216.000000 Penalty: 5751.002930
	Iteration 4Q: 3 clusters Score -1.667922e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -16683441.000000 Penalty: 5751.002930
	Iteration 5F: 3 clusters Score -1.668344e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -16689257.000000 Penalty: 5751.002930
	Iteration 6F: 3 clusters Score -1.668926e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -16695965.000000 Penalty: 5751.002930
	Iteration 7F: 3 clusters Score -1.669596e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -16701068.000000 Penalty: 5751.002930
	Iteration 8F: 3 clusters Score -1.670107e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -16703202.000000 Penalty: 5751.002930
	Iteration 9Q: 3 clusters Score -1.67032e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -16704258.000000 Penalty: 5751.002930
	Iteration 10Q: 3 clusters Score -1.670426e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -16704829.000000 Penalty: 5751.002930
	Iteration 11Q: 3 clusters Score -1.670483e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -16705092.000000 Penalty: 5751.002930
	Iteration 12Q: 3 clusters Score -1.670509e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -16705306.000000 Penalty: 5751.002930
	Iteration 13Q: 3 clusters Score -1.670531e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -16705564.000000 Penalty: 5751.002930
	Iteration 14Q: 3 clusters Score -1.670556e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -16705712.000000 Penalty: 5751.002930
	Iteration 15Q: 3 clusters Score -1.670571e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -16705783.000000 Penalty: 5751.002930
	Iteration 16Q: 3 clusters Score -1.670578e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -16705880.000000 Penalty: 5751.002930
	Iteration 17Q: 3 clusters Score -1.670588e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -16705874.000000 Penalty: 5751.002930
	Iteration 18Q: 3 clusters Score -1.670587e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -16705984.000000 Penalty: 5751.002930
	Iteration 19Q: 3 clusters Score -1.670598e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -16706001.000000 Penalty: 5751.002930
	Iteration 20F: 3 clusters Score -1.6706e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -16706066.000000 Penalty: 5751.002930
	Iteration 21Q: 3 clusters Score -1.670607e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -16706105.000000 Penalty: 5751.002930
	Iteration 22Q: 3 clusters Score -1.67061e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -16706105.000000 Penalty: 5751.002930
	Iteration 23Q: 3 clusters Score -1.67061e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -16706149.000000 Penalty: 5751.002930
	Iteration 24Q: 3 clusters Score -1.670615e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -16706176.000000 Penalty: 5751.002930
	Iteration 25Q: 3 clusters Score -1.670618e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -16706182.000000 Penalty: 5751.002930
	Iteration 26Q: 3 clusters Score -1.670618e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -16706269.000000 Penalty: 5751.002930
	Iteration 27Q: 3 clusters Score -1.670627e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -16706266.000000 Penalty: 5751.002930
	Iteration 28Q: 3 clusters Score -1.670627e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -16706302.000000 Penalty: 5751.002930
	Iteration 29Q: 3 clusters Score -1.67063e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -16706373.000000 Penalty: 5751.002930
	Iteration 30Q: 3 clusters Score -1.670637e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -16706415.000000 Penalty: 5751.002930
	Iteration 31Q: 3 clusters Score -1.670642e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -16706454.000000 Penalty: 5751.002930
	Iteration 32Q: 3 clusters Score -1.670645e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -16706547.000000 Penalty: 5751.002930
	Iteration 33Q: 3 clusters Score -1.670655e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -16706615.000000 Penalty: 5751.002930
	Iteration 34Q: 3 clusters Score -1.670662e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -16706628.000000 Penalty: 5751.002930
	Iteration 35Q: 3 clusters Score -1.670663e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -16706632.000000 Penalty: 5751.002930
	Iteration 36Q: 3 clusters Score -1.670663e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -16706664.000000 Penalty: 5751.002930
	Iteration 37Q: 3 clusters Score -1.670666e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -16706693.000000 Penalty: 5751.002930
	Iteration 38Q: 3 clusters Score -1.670669e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -16706698.000000 Penalty: 5751.002930
	Iteration 39Q: 3 clusters Score -1.67067e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -16706716.000000 Penalty: 5751.002930
	Iteration 40F: 3 clusters Score -1.670672e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -16706771.000000 Penalty: 5751.002930
	Iteration 41Q: 3 clusters Score -1.670677e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -16706836.000000 Penalty: 5751.002930
	Iteration 42Q: 3 clusters Score -1.670684e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -16706851.000000 Penalty: 5751.002930
	Iteration 43Q: 3 clusters Score -1.670685e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -16706901.000000 Penalty: 5751.002930
	Iteration 44Q: 3 clusters Score -1.67069e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -16706963.000000 Penalty: 5751.002930
	Iteration 45Q: 3 clusters Score -1.670696e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -16707058.000000 Penalty: 5751.002930
	Iteration 46Q: 3 clusters Score -1.670706e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -16707117.000000 Penalty: 5751.002930
	Iteration 47Q: 3 clusters Score -1.670712e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -16707213.000000 Penalty: 5751.002930
	Iteration 48Q: 3 clusters Score -1.670721e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -16707336.000000 Penalty: 5751.002930
	Iteration 49Q: 3 clusters Score -1.670734e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -16707417.000000 Penalty: 5751.002930
	Iteration 50Q: 3 clusters Score -1.670742e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -16707500.000000 Penalty: 5751.002930
	Iteration 51Q: 3 clusters Score -1.67075e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -16707564.000000 Penalty: 5751.002930
	Iteration 52Q: 3 clusters Score -1.670756e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -16707665.000000 Penalty: 5751.002930
	Iteration 53Q: 3 clusters Score -1.670766e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -16707677.000000 Penalty: 5751.002930
	Iteration 54Q: 3 clusters Score -1.670768e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -16707708.000000 Penalty: 5751.002930
	Iteration 55Q: 3 clusters Score -1.670771e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -16707773.000000 Penalty: 5751.002930
	Iteration 56Q: 3 clusters Score -1.670777e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -16707859.000000 Penalty: 5751.002930
	Iteration 57Q: 3 clusters Score -1.670786e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -16707873.000000 Penalty: 5751.002930
	Iteration 58Q: 3 clusters Score -1.670787e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -16708026.000000 Penalty: 5751.002930
	Iteration 59Q: 3 clusters Score -1.670803e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -16708111.000000 Penalty: 5751.002930
	Iteration 60F: 3 clusters Score -1.670811e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84488 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -16708222.000000 Penalty: 5751.002930
	Iteration 61Q: 3 clusters Score -1.670822e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -16708279.000000 Penalty: 5751.002930
	Iteration 62Q: 3 clusters Score -1.670828e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -16708404.000000 Penalty: 5751.002930
	Iteration 63Q: 3 clusters Score -1.67084e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -16708449.000000 Penalty: 5751.002930
	Iteration 64Q: 3 clusters Score -1.670845e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -16708543.000000 Penalty: 5751.002930
	Iteration 65Q: 3 clusters Score -1.670854e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -16708686.000000 Penalty: 5751.002930
	Iteration 66Q: 3 clusters Score -1.670869e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -16708833.000000 Penalty: 5751.002930
	Iteration 67Q: 3 clusters Score -1.670883e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -16709001.000000 Penalty: 5751.002930
	Iteration 68Q: 3 clusters Score -1.6709e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -16709095.000000 Penalty: 5751.002930
	Iteration 69Q: 3 clusters Score -1.67091e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -16709271.000000 Penalty: 5751.002930
	Iteration 70Q: 3 clusters Score -1.670927e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -16709470.000000 Penalty: 5751.002930
	Iteration 71Q: 3 clusters Score -1.670947e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -16709651.000000 Penalty: 5751.002930
	Iteration 72Q: 3 clusters Score -1.670965e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -16709735.000000 Penalty: 5751.002930
	Iteration 73Q: 3 clusters Score -1.670974e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -16709931.000000 Penalty: 5751.002930
	Iteration 74Q: 3 clusters Score -1.670993e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -16710150.000000 Penalty: 5751.002930
	Iteration 75Q: 3 clusters Score -1.671015e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -16710334.000000 Penalty: 5751.002930
	Iteration 76Q: 3 clusters Score -1.671033e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -16710539.000000 Penalty: 5751.002930
	Iteration 77Q: 3 clusters Score -1.671054e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -16710648.000000 Penalty: 5751.002930
	Iteration 78Q: 3 clusters Score -1.671065e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -16710831.000000 Penalty: 5751.002930
	Iteration 79Q: 3 clusters Score -1.671083e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -16710966.000000 Penalty: 5751.002930
	Iteration 80F: 3 clusters Score -1.671097e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -16710971.000000 Penalty: 5751.002930
	Iteration 81Q: 3 clusters Score -1.671097e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -16710979.000000 Penalty: 5751.002930
	Iteration 82Q: 3 clusters Score -1.671098e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -16710961.000000 Penalty: 5751.002930
	Iteration 83Q: 3 clusters Score -1.671096e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -16710990.000000 Penalty: 5751.002930
	Iteration 84Q: 3 clusters Score -1.671099e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -16711073.000000 Penalty: 5751.002930
	Iteration 85Q: 3 clusters Score -1.671107e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -16710963.000000 Penalty: 5751.002930
	Iteration 86Q: 3 clusters Score -1.671096e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -16710906.000000 Penalty: 5751.002930
	Iteration 87Q: 3 clusters Score -1.671091e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -16710882.000000 Penalty: 5751.002930
	Iteration 88Q: 3 clusters Score -1.671088e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -16710801.000000 Penalty: 5751.002930
	Iteration 89Q: 3 clusters Score -1.67108e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -16710735.000000 Penalty: 5751.002930
	Iteration 90Q: 3 clusters Score -1.671074e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -16710711.000000 Penalty: 5751.002930
	Iteration 91Q: 3 clusters Score -1.671071e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -16710645.000000 Penalty: 5751.002930
	Iteration 92Q: 3 clusters Score -1.671064e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -16710575.000000 Penalty: 5751.002930
	Iteration 93Q: 3 clusters Score -1.671058e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16710547.000000 Penalty: 5751.002930
	Iteration 94Q: 3 clusters Score -1.671055e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16710493.000000 Penalty: 5751.002930
	Iteration 95Q: 3 clusters Score -1.671049e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16710504.000000 Penalty: 5751.002930
	Iteration 96Q: 3 clusters Score -1.67105e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16710488.000000 Penalty: 5751.002930
	Iteration 97Q: 3 clusters Score -1.671049e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16710450.000000 Penalty: 5751.002930
	Iteration 98Q: 3 clusters Score -1.671045e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16710465.000000 Penalty: 5751.002930
	Iteration 99Q: 3 clusters Score -1.671046e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16710444.000000 Penalty: 5751.002930
	Iteration 100F: 3 clusters Score -1.671044e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16710434.000000 Penalty: 5751.002930
	Iteration 101Q: 3 clusters Score -1.671043e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16710406.000000 Penalty: 5751.002930
	Iteration 102Q: 3 clusters Score -1.671041e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16710371.000000 Penalty: 5751.002930
	Iteration 103Q: 3 clusters Score -1.671037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16710377.000000 Penalty: 5751.002930
	Iteration 104Q: 3 clusters Score -1.671038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16710366.000000 Penalty: 5751.002930
	Iteration 105Q: 3 clusters Score -1.671037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16710365.000000 Penalty: 5751.002930
	Iteration 106Q: 3 clusters Score -1.671036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16710359.000000 Penalty: 5751.002930
	Iteration 107Q: 3 clusters Score -1.671036e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16710368.000000 Penalty: 5751.002930
	Iteration 108Q: 3 clusters Score -1.671037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16710367.000000 Penalty: 5751.002930
	Iteration 109Q: 3 clusters Score -1.671037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16710356.000000 Penalty: 5751.002930
	Iteration 110Q: 3 clusters Score -1.671036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16710355.000000 Penalty: 5751.002930
	Iteration 111Q: 3 clusters Score -1.671036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16710348.000000 Penalty: 5751.002930
	Iteration 112Q: 3 clusters Score -1.671035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16710341.000000 Penalty: 5751.002930
	Iteration 113Q: 3 clusters Score -1.671034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16710333.000000 Penalty: 5751.002930
	Iteration 114Q: 3 clusters Score -1.671033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16710336.000000 Penalty: 5751.002930
	Iteration 115Q: 3 clusters Score -1.671034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16710335.000000 Penalty: 5751.002930
	Iteration 116Q: 3 clusters Score -1.671034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16710336.000000 Penalty: 5751.002930
	Iteration 117Q: 3 clusters Score -1.671034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16710336.000000 Penalty: 5751.002930
	Iteration 118F: 3 clusters Score -1.671034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Entering Unmasked Estep 
Score: -7497622.500000 Penalty: 2682.490234
	Iteration 0F: 2 clusters Score -7497622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -7463899.500000 Penalty: 5364.980469
	Iteration 0F: 3 clusters Score -7463900 nChanged 22997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -7476637.000000 Penalty: 5364.980469
	Iteration 1F: 3 clusters Score -7476637 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -7477153.000000 Penalty: 5364.980469
	Iteration 2Q: 3 clusters Score -7477153 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7477718.500000 Penalty: 5364.980469
	Iteration 3Q: 3 clusters Score -7477718 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7478333.500000 Penalty: 5364.980469
	Iteration 4Q: 3 clusters Score -7478334 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -7479432.000000 Penalty: 5364.980469
	Iteration 5Q: 3 clusters Score -7479432 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -7481281.000000 Penalty: 5364.980469
	Iteration 6F: 3 clusters Score -7481281 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7484412.500000 Penalty: 5364.980469
	Iteration 7F: 3 clusters Score -7484412 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7488363.000000 Penalty: 5364.980469
	Iteration 8F: 3 clusters Score -7488363 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -7491850.000000 Penalty: 5364.980469
	Iteration 9F: 3 clusters Score -7491850 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -7493886.000000 Penalty: 5364.980469
	Iteration 10Q: 3 clusters Score -7493886 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7494685.500000 Penalty: 5364.980469
	Iteration 11Q: 3 clusters Score -7494686 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -7495011.000000 Penalty: 5364.980469
	Iteration 12Q: 3 clusters Score -7495011 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -7495135.500000 Penalty: 5364.980469
	Iteration 13Q: 3 clusters Score -7495136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -7495201.500000 Penalty: 5364.980469
	Iteration 14Q: 3 clusters Score -7495202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -7495237.000000 Penalty: 5364.980469
	Iteration 15Q: 3 clusters Score -7495237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -7495248.500000 Penalty: 5364.980469
	Iteration 16Q: 3 clusters Score -7495248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -7495272.500000 Penalty: 5364.980469
	Iteration 17Q: 3 clusters Score -7495272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -7495284.000000 Penalty: 5364.980469
	Iteration 18Q: 3 clusters Score -7495284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -7495297.000000 Penalty: 5364.980469
	Iteration 19Q: 3 clusters Score -7495297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7495301.500000 Penalty: 5364.980469
	Iteration 20F: 3 clusters Score -7495302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -7495308.500000 Penalty: 5364.980469
	Iteration 21Q: 3 clusters Score -7495308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -7495316.000000 Penalty: 5364.980469
	Iteration 22Q: 3 clusters Score -7495316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -7495322.000000 Penalty: 5364.980469
	Iteration 23Q: 3 clusters Score -7495322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -7495324.500000 Penalty: 5364.980469
	Iteration 24Q: 3 clusters Score -7495324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -7495329.500000 Penalty: 5364.980469
	Iteration 25Q: 3 clusters Score -7495330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -7495327.500000 Penalty: 5364.980469
	Iteration 26Q: 3 clusters Score -7495328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -7495327.500000 Penalty: 5364.980469
	Iteration 27F: 3 clusters Score -7495328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133868.546875 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133868.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134359.937500 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134359.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134625.703125 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134625.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134791.781250 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134791.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135016.671875 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -135016.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135225.656250 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -135225.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135341.031250 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135435.296875 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135477.031250 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135502.375000 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135526.906250 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135547.687500 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135567.531250 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135581.687500 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135597.406250 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -135597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135606.968750 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -135607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135608.468750 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -135608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135613.453125 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -135613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135619.312500 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -135619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135620.359375 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -135620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135620.359375 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -135620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -805905.312500 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -805905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -801084.562500 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -801084.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -802391.500000 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -802391.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -802957.062500 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -802957.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -803639.750000 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -803639.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -804242.750000 Penalty: 4270.085449
	Iteration 4F: 3 clusters Score -804242.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -804583.062500 Penalty: 4270.085449
	Iteration 5F: 3 clusters Score -804583.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -804730.937500 Penalty: 4270.085449
	Iteration 6Q: 3 clusters Score -804730.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -804803.062500 Penalty: 4270.085449
	Iteration 7Q: 3 clusters Score -804803.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -804853.562500 Penalty: 4270.085449
	Iteration 8Q: 3 clusters Score -804853.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -804879.812500 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -804879.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -804895.625000 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -804895.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -804906.062500 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -804906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -804909.687500 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -804909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -804912.250000 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -804912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -804917.812500 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -804917.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -804918.875000 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -804918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -804918.812500 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -804918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -804921.000000 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -804921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -804921.562500 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -804921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -804921.562500 Penalty: 4270.085449
	Iteration 19F: 3 clusters Score -804921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Entering Unmasked Estep 
Score: -15760959.000000 Penalty: 2861.024414
	Iteration 0F: 2 clusters Score -1.576096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -15696652.000000 Penalty: 5722.048828
	Iteration 0F: 3 clusters Score -1.569665e+07 nChanged 48606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -15724446.000000 Penalty: 5722.048828
	Iteration 1F: 3 clusters Score -1.572445e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -15725154.000000 Penalty: 5722.048828
	Iteration 2Q: 3 clusters Score -1.572515e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -15726122.000000 Penalty: 5722.048828
	Iteration 3Q: 3 clusters Score -1.572612e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -15727245.000000 Penalty: 5722.048828
	Iteration 4Q: 3 clusters Score -1.572724e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -15728670.000000 Penalty: 5722.048828
	Iteration 5Q: 3 clusters Score -1.572867e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -15730648.000000 Penalty: 5722.048828
	Iteration 6Q: 3 clusters Score -1.573065e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -15733527.000000 Penalty: 5722.048828
	Iteration 7F: 3 clusters Score -1.573353e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -15737290.000000 Penalty: 5722.048828
	Iteration 8F: 3 clusters Score -1.573729e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -15741609.000000 Penalty: 5722.048828
	Iteration 9F: 3 clusters Score -1.574161e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -15745666.000000 Penalty: 5722.048828
	Iteration 10F: 3 clusters Score -1.574567e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -15748480.000000 Penalty: 5722.048828
	Iteration 11Q: 3 clusters Score -1.574848e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -15750179.000000 Penalty: 5722.048828
	Iteration 12Q: 3 clusters Score -1.575018e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -15751421.000000 Penalty: 5722.048828
	Iteration 13Q: 3 clusters Score -1.575142e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -15752494.000000 Penalty: 5722.048828
	Iteration 14Q: 3 clusters Score -1.575249e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -15753472.000000 Penalty: 5722.048828
	Iteration 15Q: 3 clusters Score -1.575347e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -15754442.000000 Penalty: 5722.048828
	Iteration 16Q: 3 clusters Score -1.575444e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -15755415.000000 Penalty: 5722.048828
	Iteration 17Q: 3 clusters Score -1.575542e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -15756282.000000 Penalty: 5722.048828
	Iteration 18Q: 3 clusters Score -1.575628e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -15757138.000000 Penalty: 5722.048828
	Iteration 19Q: 3 clusters Score -1.575714e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -15757768.000000 Penalty: 5722.048828
	Iteration 20F: 3 clusters Score -1.575777e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -15758427.000000 Penalty: 5722.048828
	Iteration 21Q: 3 clusters Score -1.575843e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -15758812.000000 Penalty: 5722.048828
	Iteration 22Q: 3 clusters Score -1.575881e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -15759280.000000 Penalty: 5722.048828
	Iteration 23Q: 3 clusters Score -1.575928e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -15759588.000000 Penalty: 5722.048828
	Iteration 24Q: 3 clusters Score -1.575959e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -15759820.000000 Penalty: 5722.048828
	Iteration 25Q: 3 clusters Score -1.575982e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -15759912.000000 Penalty: 5722.048828
	Iteration 26Q: 3 clusters Score -1.575991e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -15760030.000000 Penalty: 5722.048828
	Iteration 27Q: 3 clusters Score -1.576003e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -15760014.000000 Penalty: 5722.048828
	Iteration 28Q: 3 clusters Score -1.576001e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -15759998.000000 Penalty: 5722.048828
	Iteration 29Q: 3 clusters Score -1.576e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -15760049.000000 Penalty: 5722.048828
	Iteration 30Q: 3 clusters Score -1.576005e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -15759989.000000 Penalty: 5722.048828
	Iteration 31Q: 3 clusters Score -1.575999e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -15759927.000000 Penalty: 5722.048828
	Iteration 32Q: 3 clusters Score -1.575993e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -15759928.000000 Penalty: 5722.048828
	Iteration 33Q: 3 clusters Score -1.575993e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 98975 members 
Entering Unmasked Estep 
Score: -15759892.000000 Penalty: 5722.048828
	Iteration 34Q: 3 clusters Score -1.575989e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -15759894.000000 Penalty: 5722.048828
	Iteration 35Q: 3 clusters Score -1.575989e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -15759891.000000 Penalty: 5722.048828
	Iteration 36Q: 3 clusters Score -1.575989e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -15759877.000000 Penalty: 5722.048828
	Iteration 37Q: 3 clusters Score -1.575988e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -15759861.000000 Penalty: 5722.048828
	Iteration 38Q: 3 clusters Score -1.575986e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -15759847.000000 Penalty: 5722.048828
	Iteration 39Q: 3 clusters Score -1.575985e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -15759840.000000 Penalty: 5722.048828
	Iteration 40F: 3 clusters Score -1.575984e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -15759844.000000 Penalty: 5722.048828
	Iteration 41Q: 3 clusters Score -1.575984e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -15759839.000000 Penalty: 5722.048828
	Iteration 42Q: 3 clusters Score -1.575984e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -15759837.000000 Penalty: 5722.048828
	Iteration 43Q: 3 clusters Score -1.575984e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -15759804.000000 Penalty: 5722.048828
	Iteration 44Q: 3 clusters Score -1.57598e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -15759763.000000 Penalty: 5722.048828
	Iteration 45Q: 3 clusters Score -1.575976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -15759756.000000 Penalty: 5722.048828
	Iteration 46Q: 3 clusters Score -1.575976e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -15759763.000000 Penalty: 5722.048828
	Iteration 47Q: 3 clusters Score -1.575976e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -15759750.000000 Penalty: 5722.048828
	Iteration 48Q: 3 clusters Score -1.575975e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -15759754.000000 Penalty: 5722.048828
	Iteration 49Q: 3 clusters Score -1.575975e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -15759739.000000 Penalty: 5722.048828
	Iteration 50Q: 3 clusters Score -1.575974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -15759765.000000 Penalty: 5722.048828
	Iteration 51Q: 3 clusters Score -1.575976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -15759761.000000 Penalty: 5722.048828
	Iteration 52Q: 3 clusters Score -1.575976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -15759748.000000 Penalty: 5722.048828
	Iteration 53Q: 3 clusters Score -1.575975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -15759728.000000 Penalty: 5722.048828
	Iteration 54Q: 3 clusters Score -1.575973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -15759737.000000 Penalty: 5722.048828
	Iteration 55Q: 3 clusters Score -1.575974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -15759739.000000 Penalty: 5722.048828
	Iteration 56Q: 3 clusters Score -1.575974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -15759732.000000 Penalty: 5722.048828
	Iteration 57Q: 3 clusters Score -1.575973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -15759731.000000 Penalty: 5722.048828
	Iteration 58Q: 3 clusters Score -1.575973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -15759717.000000 Penalty: 5722.048828
	Iteration 59Q: 3 clusters Score -1.575972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -15759735.000000 Penalty: 5722.048828
	Iteration 60F: 3 clusters Score -1.575974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -15759741.000000 Penalty: 5722.048828
	Iteration 61Q: 3 clusters Score -1.575974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -15759745.000000 Penalty: 5722.048828
	Iteration 62Q: 3 clusters Score -1.575974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -15759740.000000 Penalty: 5722.048828
	Iteration 63Q: 3 clusters Score -1.575974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -15759736.000000 Penalty: 5722.048828
	Iteration 64Q: 3 clusters Score -1.575974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -15759742.000000 Penalty: 5722.048828
	Iteration 65Q: 3 clusters Score -1.575974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -15759738.000000 Penalty: 5722.048828
	Iteration 66Q: 3 clusters Score -1.575974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -15759733.000000 Penalty: 5722.048828
	Iteration 67Q: 3 clusters Score -1.575973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -15759742.000000 Penalty: 5722.048828
	Iteration 68Q: 3 clusters Score -1.575974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -15759723.000000 Penalty: 5722.048828
	Iteration 69Q: 3 clusters Score -1.575972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -15759735.000000 Penalty: 5722.048828
	Iteration 70Q: 3 clusters Score -1.575974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -15759737.000000 Penalty: 5722.048828
	Iteration 71Q: 3 clusters Score -1.575974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -15759733.000000 Penalty: 5722.048828
	Iteration 72Q: 3 clusters Score -1.575973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -15759737.000000 Penalty: 5722.048828
	Iteration 73Q: 3 clusters Score -1.575974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -15759726.000000 Penalty: 5722.048828
	Iteration 74Q: 3 clusters Score -1.575973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -15759731.000000 Penalty: 5722.048828
	Iteration 75Q: 3 clusters Score -1.575973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -15759731.000000 Penalty: 5722.048828
	Iteration 76Q: 3 clusters Score -1.575973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -15759737.000000 Penalty: 5722.048828
	Iteration 77Q: 3 clusters Score -1.575974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -15759734.000000 Penalty: 5722.048828
	Iteration 78Q: 3 clusters Score -1.575973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -15759746.000000 Penalty: 5722.048828
	Iteration 79Q: 3 clusters Score -1.575975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 101204 members 
Entering Unmasked Estep 
Score: -15759741.000000 Penalty: 5722.048828
	Iteration 80F: 3 clusters Score -1.575974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -15759724.000000 Penalty: 5722.048828
	Iteration 81Q: 3 clusters Score -1.575972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -15759724.000000 Penalty: 5722.048828
	Iteration 82Q: 3 clusters Score -1.575972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -15759729.000000 Penalty: 5722.048828
	Iteration 83Q: 3 clusters Score -1.575973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -15759728.000000 Penalty: 5722.048828
	Iteration 84Q: 3 clusters Score -1.575973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -15759727.000000 Penalty: 5722.048828
	Iteration 85Q: 3 clusters Score -1.575973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -15759720.000000 Penalty: 5722.048828
	Iteration 86Q: 3 clusters Score -1.575972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -15759720.000000 Penalty: 5722.048828
	Iteration 87F: 3 clusters Score -1.575972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113040.562500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111299.796875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111299.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111776.859375 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111776.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112040.757812 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -112040.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112230.226562 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -112230.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112389.109375 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -112389.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112520.351562 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -112520.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -112600.078125 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112600.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -112667.328125 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112667.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -112742.562500 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -112742.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -112787.500000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -112787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -112817.101562 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -112817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -112854.734375 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -112854.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -112883.914062 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -112883.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -112933.945312 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -112933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113034.914062 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -113034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113181.031250 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -113181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113311.140625 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -113311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -113323.539062 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -113323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113341.726562 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -113341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -113373.984375 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -113374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -113383.953125 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -113384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113388.375000 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -113388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113388.375000 Penalty: 3332.630615
	Iteration 22F: 3 clusters Score -113388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27071 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65119 members 
Mstep: Class 5 contains 107645 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31736 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 43607 members 
Mstep: Class 12 contains 106385 members 
Mstep: Class 13 contains 28974 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99303 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52486 members 
Mstep: Class 18 contains 42654 members 
Mstep: Class 19 contains 108528 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102374 members 
Mstep: Class 24 contains 572 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 256 members 
Entering Unmasked Estep 
Score: -137783584.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137785184.000000 to -137783584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64238.097656 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64238.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64517.839844 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64517.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64639.410156 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64639.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64769.550781 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -64769.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -64967.644531 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -64967.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -65192.523438 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65192.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -65364.210938 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -65364.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65563.039062 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65563.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65769.726562 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65769.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65810.562500 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -65810.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -65813.554688 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -65813.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65818.648438 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -65818.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65845.203125 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -65845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -65907.265625 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -65907.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65950.156250 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -65950.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65950.156250 Penalty: 3158.620605
	Iteration 15F: 3 clusters Score -65950.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27071 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65119 members 
Mstep: Class 5 contains 107645 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31736 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 43607 members 
Mstep: Class 12 contains 106385 members 
Mstep: Class 13 contains 28974 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99303 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52486 members 
Mstep: Class 18 contains 42654 members 
Mstep: Class 19 contains 108528 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102374 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 89 members 
Entering Unmasked Estep 
Score: -137783584.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137785184.000000 to -137783584.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27071 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65119 members 
Mstep: Class 5 contains 107645 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31736 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 43607 members 
Mstep: Class 12 contains 106385 members 
Mstep: Class 13 contains 28974 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99303 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52486 members 
Mstep: Class 18 contains 42654 members 
Mstep: Class 19 contains 108528 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102374 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785072.000000 Penalty: 85112.554688
Iteration 199Q: 26 clusters Score -1.377851e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 65107 members 
Mstep: Class 5 contains 107614 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31735 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8238 members 
Mstep: Class 11 contains 43591 members 
Mstep: Class 12 contains 106421 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99302 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52533 members 
Mstep: Class 18 contains 42633 members 
Mstep: Class 19 contains 108556 members 
Mstep: Class 20 contains 49789 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102362 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785248.000000 Penalty: 85112.554688
Iteration 200F: 26 clusters Score -1.377852e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 27079 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 65114 members 
Mstep: Class 5 contains 107544 members 
Mstep: Class 6 contains 12410 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31727 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 43590 members 
Mstep: Class 12 contains 106437 members 
Mstep: Class 13 contains 28914 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99310 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52585 members 
Mstep: Class 18 contains 42613 members 
Mstep: Class 19 contains 108612 members 
Mstep: Class 20 contains 49743 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 102354 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785056.000000 Penalty: 85112.554688
Iteration 201Q: 26 clusters Score -1.377851e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 27081 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 65108 members 
Mstep: Class 5 contains 107459 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31727 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 43592 members 
Mstep: Class 12 contains 106455 members 
Mstep: Class 13 contains 28876 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99317 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52656 members 
Mstep: Class 18 contains 42591 members 
Mstep: Class 19 contains 108665 members 
Mstep: Class 20 contains 49694 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102349 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784960.000000 Penalty: 85112.554688
Iteration 202Q: 26 clusters Score -1.37785e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 27079 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 107423 members 
Mstep: Class 6 contains 12428 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31714 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 43591 members 
Mstep: Class 12 contains 106493 members 
Mstep: Class 13 contains 28843 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99331 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52711 members 
Mstep: Class 18 contains 42575 members 
Mstep: Class 19 contains 108660 members 
Mstep: Class 20 contains 49649 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 102345 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784880.000000 Penalty: 85112.554688
Iteration 203Q: 26 clusters Score -1.377849e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 65120 members 
Mstep: Class 5 contains 107383 members 
Mstep: Class 6 contains 12443 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31706 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 106519 members 
Mstep: Class 13 contains 28789 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99341 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52766 members 
Mstep: Class 18 contains 42556 members 
Mstep: Class 19 contains 108656 members 
Mstep: Class 20 contains 49600 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102355 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785360.000000 Penalty: 85112.554688
Iteration 204Q: 26 clusters Score -1.377854e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65118 members 
Mstep: Class 5 contains 107300 members 
Mstep: Class 6 contains 12451 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31706 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 106553 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99350 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52830 members 
Mstep: Class 18 contains 42532 members 
Mstep: Class 19 contains 108666 members 
Mstep: Class 20 contains 49572 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 102361 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785472.000000 Penalty: 85112.554688
Iteration 205Q: 26 clusters Score -1.377855e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27089 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65124 members 
Mstep: Class 5 contains 107233 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31695 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 106544 members 
Mstep: Class 13 contains 28715 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 99363 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52884 members 
Mstep: Class 18 contains 42507 members 
Mstep: Class 19 contains 108714 members 
Mstep: Class 20 contains 49540 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 102365 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785264.000000 Penalty: 85112.554688
Iteration 206Q: 26 clusters Score -1.377853e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65137 members 
Mstep: Class 5 contains 107146 members 
Mstep: Class 6 contains 12460 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 31693 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 43593 members 
Mstep: Class 12 contains 106520 members 
Mstep: Class 13 contains 28687 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99361 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52957 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 108745 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102371 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785152.000000 Penalty: 85112.554688
Iteration 207Q: 26 clusters Score -1.377852e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 27109 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65154 members 
Mstep: Class 5 contains 107089 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31691 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 43590 members 
Mstep: Class 12 contains 106543 members 
Mstep: Class 13 contains 28665 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 99374 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 52998 members 
Mstep: Class 18 contains 42444 members 
Mstep: Class 19 contains 108767 members 
Mstep: Class 20 contains 49512 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 102338 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784928.000000 Penalty: 85112.554688
Iteration 208Q: 26 clusters Score -1.377849e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 27111 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65170 members 
Mstep: Class 5 contains 107081 members 
Mstep: Class 6 contains 12463 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 31692 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 43603 members 
Mstep: Class 12 contains 106551 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 99389 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53054 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 108732 members 
Mstep: Class 20 contains 49497 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 102299 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784960.000000 Penalty: 85112.554688
Iteration 209Q: 26 clusters Score -1.37785e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 27118 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65169 members 
Mstep: Class 5 contains 107072 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31694 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8719 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 106574 members 
Mstep: Class 13 contains 28624 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 99396 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53110 members 
Mstep: Class 18 contains 42389 members 
Mstep: Class 19 contains 108702 members 
Mstep: Class 20 contains 49484 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102256 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785344.000000 Penalty: 85112.554688
Iteration 210Q: 26 clusters Score -1.377853e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65162 members 
Mstep: Class 5 contains 107052 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 43616 members 
Mstep: Class 12 contains 106602 members 
Mstep: Class 13 contains 28606 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 99399 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53176 members 
Mstep: Class 18 contains 42367 members 
Mstep: Class 19 contains 108652 members 
Mstep: Class 20 contains 49470 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102245 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785200.000000 Penalty: 85112.554688
Iteration 211Q: 26 clusters Score -1.377852e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65179 members 
Mstep: Class 5 contains 107055 members 
Mstep: Class 6 contains 12487 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31681 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 11 contains 43634 members 
Mstep: Class 12 contains 106607 members 
Mstep: Class 13 contains 28598 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 99391 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53226 members 
Mstep: Class 18 contains 42346 members 
Mstep: Class 19 contains 108580 members 
Mstep: Class 20 contains 49454 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102246 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785248.000000 Penalty: 85112.554688
Iteration 212Q: 26 clusters Score -1.377852e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65173 members 
Mstep: Class 5 contains 107068 members 
Mstep: Class 6 contains 12494 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31689 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8793 members 
Mstep: Class 11 contains 43645 members 
Mstep: Class 12 contains 106620 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99391 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53276 members 
Mstep: Class 18 contains 42321 members 
Mstep: Class 19 contains 108520 members 
Mstep: Class 20 contains 49440 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102240 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785568.000000 Penalty: 85112.554688
Iteration 213Q: 26 clusters Score -1.377856e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65167 members 
Mstep: Class 5 contains 107114 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 43640 members 
Mstep: Class 12 contains 106613 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99391 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53317 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 108456 members 
Mstep: Class 20 contains 49424 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 102247 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785952.000000 Penalty: 85112.554688
Iteration 214Q: 26 clusters Score -1.37786e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27139 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65162 members 
Mstep: Class 5 contains 107163 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31689 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8827 members 
Mstep: Class 11 contains 43660 members 
Mstep: Class 12 contains 106598 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99398 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53342 members 
Mstep: Class 18 contains 42281 members 
Mstep: Class 19 contains 108370 members 
Mstep: Class 20 contains 49416 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102257 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785872.000000 Penalty: 85112.554688
Iteration 215Q: 26 clusters Score -1.377859e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 27152 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65161 members 
Mstep: Class 5 contains 107272 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 31693 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8842 members 
Mstep: Class 11 contains 43672 members 
Mstep: Class 12 contains 106569 members 
Mstep: Class 13 contains 28565 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99399 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53363 members 
Mstep: Class 18 contains 42266 members 
Mstep: Class 19 contains 108238 members 
Mstep: Class 20 contains 49408 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 102275 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785904.000000 Penalty: 85112.554688
Iteration 216Q: 26 clusters Score -1.377859e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 27154 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65151 members 
Mstep: Class 5 contains 107346 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31699 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 43682 members 
Mstep: Class 12 contains 106581 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 99411 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53396 members 
Mstep: Class 18 contains 42244 members 
Mstep: Class 19 contains 108110 members 
Mstep: Class 20 contains 49412 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102268 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785888.000000 Penalty: 85112.554688
Iteration 217Q: 26 clusters Score -1.377859e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 27160 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 65143 members 
Mstep: Class 5 contains 107402 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31698 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8860 members 
Mstep: Class 11 contains 43689 members 
Mstep: Class 12 contains 106589 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 99421 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53429 members 
Mstep: Class 18 contains 42216 members 
Mstep: Class 19 contains 108006 members 
Mstep: Class 20 contains 49427 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102259 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786080.000000 Penalty: 85112.554688
Iteration 218Q: 26 clusters Score -1.377861e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 27174 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65128 members 
Mstep: Class 5 contains 107395 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31695 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8872 members 
Mstep: Class 11 contains 43704 members 
Mstep: Class 12 contains 106596 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99422 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53465 members 
Mstep: Class 18 contains 42194 members 
Mstep: Class 19 contains 107979 members 
Mstep: Class 20 contains 49440 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 102238 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785824.000000 Penalty: 85112.554688
Iteration 219Q: 26 clusters Score -1.377858e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 27183 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65109 members 
Mstep: Class 5 contains 107428 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31693 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8883 members 
Mstep: Class 11 contains 43725 members 
Mstep: Class 12 contains 106610 members 
Mstep: Class 13 contains 28570 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99397 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53512 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 107923 members 
Mstep: Class 20 contains 49444 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 102213 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785808.000000 Penalty: 85112.554688
Iteration 220F: 26 clusters Score -1.377858e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27179 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65085 members 
Mstep: Class 5 contains 107411 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31689 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 106658 members 
Mstep: Class 13 contains 28569 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99373 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53572 members 
Mstep: Class 18 contains 42153 members 
Mstep: Class 19 contains 107895 members 
Mstep: Class 20 contains 49451 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 102200 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785904.000000 Penalty: 85112.554688
Iteration 221Q: 26 clusters Score -1.377859e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27185 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 65069 members 
Mstep: Class 5 contains 107429 members 
Mstep: Class 6 contains 12504 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 31684 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 43742 members 
Mstep: Class 12 contains 106671 members 
Mstep: Class 13 contains 28565 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99355 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53608 members 
Mstep: Class 18 contains 42133 members 
Mstep: Class 19 contains 107887 members 
Mstep: Class 20 contains 49464 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5483 members 
Mstep: Class 23 contains 102180 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786128.000000 Penalty: 85112.554688
Iteration 222Q: 26 clusters Score -1.377861e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 27187 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 65071 members 
Mstep: Class 5 contains 107420 members 
Mstep: Class 6 contains 12504 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8918 members 
Mstep: Class 11 contains 43746 members 
Mstep: Class 12 contains 106670 members 
Mstep: Class 13 contains 28555 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 99360 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53648 members 
Mstep: Class 18 contains 42112 members 
Mstep: Class 19 contains 107872 members 
Mstep: Class 20 contains 49465 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5484 members 
Mstep: Class 23 contains 102165 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786176.000000 Penalty: 85112.554688
Iteration 223Q: 26 clusters Score -1.377862e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27193 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 65057 members 
Mstep: Class 5 contains 107408 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 43761 members 
Mstep: Class 12 contains 106679 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 99348 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53701 members 
Mstep: Class 18 contains 42096 members 
Mstep: Class 19 contains 107845 members 
Mstep: Class 20 contains 49477 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 102141 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786448.000000 Penalty: 85112.554688
Iteration 224Q: 26 clusters Score -1.377864e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 27186 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 65043 members 
Mstep: Class 5 contains 107397 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 31697 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8930 members 
Mstep: Class 11 contains 43768 members 
Mstep: Class 12 contains 106678 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 99323 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53748 members 
Mstep: Class 18 contains 42085 members 
Mstep: Class 19 contains 107851 members 
Mstep: Class 20 contains 49481 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 102136 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786560.000000 Penalty: 85112.554688
Iteration 225Q: 26 clusters Score -1.377866e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 27190 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 65026 members 
Mstep: Class 5 contains 107358 members 
Mstep: Class 6 contains 12488 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 31701 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8931 members 
Mstep: Class 11 contains 43758 members 
Mstep: Class 12 contains 106709 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 99320 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53799 members 
Mstep: Class 18 contains 42073 members 
Mstep: Class 19 contains 107819 members 
Mstep: Class 20 contains 49485 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 102138 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786704.000000 Penalty: 85112.554688
Iteration 226Q: 26 clusters Score -1.377867e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 27200 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 65002 members 
Mstep: Class 5 contains 107323 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 31699 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8929 members 
Mstep: Class 11 contains 43754 members 
Mstep: Class 12 contains 106772 members 
Mstep: Class 13 contains 28578 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 99308 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53869 members 
Mstep: Class 18 contains 42055 members 
Mstep: Class 19 contains 107761 members 
Mstep: Class 20 contains 49485 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 102130 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786880.000000 Penalty: 85112.554688
Iteration 227Q: 26 clusters Score -1.377869e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 27208 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64988 members 
Mstep: Class 5 contains 107350 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 31691 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8931 members 
Mstep: Class 11 contains 43766 members 
Mstep: Class 12 contains 106786 members 
Mstep: Class 13 contains 28580 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 99306 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53920 members 
Mstep: Class 18 contains 42040 members 
Mstep: Class 19 contains 107679 members 
Mstep: Class 20 contains 49479 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 102134 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786912.000000 Penalty: 85112.554688
Iteration 228Q: 26 clusters Score -1.377869e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 27210 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64970 members 
Mstep: Class 5 contains 107345 members 
Mstep: Class 6 contains 12494 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31685 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8937 members 
Mstep: Class 11 contains 43786 members 
Mstep: Class 12 contains 106808 members 
Mstep: Class 13 contains 28586 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 99305 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 53989 members 
Mstep: Class 18 contains 42028 members 
Mstep: Class 19 contains 107616 members 
Mstep: Class 20 contains 49478 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 102111 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786896.000000 Penalty: 85112.554688
Iteration 229Q: 26 clusters Score -1.377869e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 27213 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64965 members 
Mstep: Class 5 contains 107324 members 
Mstep: Class 6 contains 12504 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31686 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 43790 members 
Mstep: Class 12 contains 106803 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 99318 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54059 members 
Mstep: Class 18 contains 42008 members 
Mstep: Class 19 contains 107570 members 
Mstep: Class 20 contains 49478 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 102099 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786928.000000 Penalty: 85112.554688
Iteration 230Q: 26 clusters Score -1.377869e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64950 members 
Mstep: Class 5 contains 107290 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 31686 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8944 members 
Mstep: Class 11 contains 43788 members 
Mstep: Class 12 contains 106810 members 
Mstep: Class 13 contains 28600 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 99310 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54133 members 
Mstep: Class 18 contains 41989 members 
Mstep: Class 19 contains 107535 members 
Mstep: Class 20 contains 49488 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102095 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787072.000000 Penalty: 85112.554688
Iteration 231Q: 26 clusters Score -1.377871e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27223 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64937 members 
Mstep: Class 5 contains 107208 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8947 members 
Mstep: Class 11 contains 43786 members 
Mstep: Class 12 contains 106837 members 
Mstep: Class 13 contains 28607 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 99331 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54199 members 
Mstep: Class 18 contains 41979 members 
Mstep: Class 19 contains 107505 members 
Mstep: Class 20 contains 49500 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 102078 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787456.000000 Penalty: 85112.554688
Iteration 232Q: 26 clusters Score -1.377875e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27229 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64915 members 
Mstep: Class 5 contains 107103 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31681 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8948 members 
Mstep: Class 11 contains 43787 members 
Mstep: Class 12 contains 106888 members 
Mstep: Class 13 contains 28617 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99334 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54248 members 
Mstep: Class 18 contains 41975 members 
Mstep: Class 19 contains 107519 members 
Mstep: Class 20 contains 49512 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 102072 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787808.000000 Penalty: 85112.554688
Iteration 233Q: 26 clusters Score -1.377878e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27236 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64902 members 
Mstep: Class 5 contains 107003 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31672 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8950 members 
Mstep: Class 11 contains 43796 members 
Mstep: Class 12 contains 106922 members 
Mstep: Class 13 contains 28617 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 99355 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54305 members 
Mstep: Class 18 contains 41955 members 
Mstep: Class 19 contains 107528 members 
Mstep: Class 20 contains 49539 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 102053 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787936.000000 Penalty: 85112.554688
Iteration 234Q: 26 clusters Score -1.377879e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64897 members 
Mstep: Class 5 contains 106937 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 31658 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 43791 members 
Mstep: Class 12 contains 106958 members 
Mstep: Class 13 contains 28618 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 99349 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54361 members 
Mstep: Class 18 contains 41938 members 
Mstep: Class 19 contains 107557 members 
Mstep: Class 20 contains 49563 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 101999 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787984.000000 Penalty: 85112.554688
Iteration 235Q: 26 clusters Score -1.37788e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64891 members 
Mstep: Class 5 contains 106873 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 31649 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8956 members 
Mstep: Class 11 contains 43780 members 
Mstep: Class 12 contains 107077 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 99331 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54419 members 
Mstep: Class 18 contains 41929 members 
Mstep: Class 19 contains 107531 members 
Mstep: Class 20 contains 49591 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 101920 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787952.000000 Penalty: 85112.554688
Iteration 236Q: 26 clusters Score -1.37788e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27266 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 64880 members 
Mstep: Class 5 contains 106883 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 31631 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 11 contains 43782 members 
Mstep: Class 12 contains 107137 members 
Mstep: Class 13 contains 28623 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99311 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54472 members 
Mstep: Class 18 contains 41922 members 
Mstep: Class 19 contains 107500 members 
Mstep: Class 20 contains 49605 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101853 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787968.000000 Penalty: 85112.554688
Iteration 237Q: 26 clusters Score -1.37788e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27270 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64872 members 
Mstep: Class 5 contains 106903 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 31618 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 43800 members 
Mstep: Class 12 contains 107151 members 
Mstep: Class 13 contains 28632 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 99288 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54529 members 
Mstep: Class 18 contains 41916 members 
Mstep: Class 19 contains 107495 members 
Mstep: Class 20 contains 49615 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 101777 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788096.000000 Penalty: 85112.554688
Iteration 238Q: 26 clusters Score -1.377881e+08 nChanged 1519
Entering ConstructFrom: 
Score: -137788096.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -1670034.250000 Penalty: 2334.230225
	Iteration 0F: 2 clusters Score -1670034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1660888.625000 Penalty: 4668.460449
	Iteration 0F: 3 clusters Score -1660889 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1664373.750000 Penalty: 4668.460449
	Iteration 1F: 3 clusters Score -1664374 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1665600.250000 Penalty: 4668.460449
	Iteration 2F: 3 clusters Score -1665600 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1666805.750000 Penalty: 4668.460449
	Iteration 3F: 3 clusters Score -1666806 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1667793.125000 Penalty: 4668.460449
	Iteration 4F: 3 clusters Score -1667793 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1668490.625000 Penalty: 4668.460449
	Iteration 5F: 3 clusters Score -1668491 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1668982.000000 Penalty: 4668.460449
	Iteration 6F: 3 clusters Score -1668982 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1669312.375000 Penalty: 4668.460449
	Iteration 7Q: 3 clusters Score -1669312 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1669506.250000 Penalty: 4668.460449
	Iteration 8Q: 3 clusters Score -1669506 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1669599.250000 Penalty: 4668.460449
	Iteration 9Q: 3 clusters Score -1669599 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1669660.875000 Penalty: 4668.460449
	Iteration 10Q: 3 clusters Score -1669661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1669704.375000 Penalty: 4668.460449
	Iteration 11Q: 3 clusters Score -1669704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1669746.750000 Penalty: 4668.460449
	Iteration 12Q: 3 clusters Score -1669747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1669777.375000 Penalty: 4668.460449
	Iteration 13Q: 3 clusters Score -1669777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1669798.250000 Penalty: 4668.460449
	Iteration 14Q: 3 clusters Score -1669798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1669816.625000 Penalty: 4668.460449
	Iteration 15Q: 3 clusters Score -1669817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1669825.750000 Penalty: 4668.460449
	Iteration 16Q: 3 clusters Score -1669826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1669828.000000 Penalty: 4668.460449
	Iteration 17Q: 3 clusters Score -1669828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1669833.125000 Penalty: 4668.460449
	Iteration 18Q: 3 clusters Score -1669833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1669832.250000 Penalty: 4668.460449
	Iteration 19Q: 3 clusters Score -1669832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1669832.000000 Penalty: 4668.460449
	Iteration 20F: 3 clusters Score -1669832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1669832.250000 Penalty: 4668.460449
	Iteration 21Q: 3 clusters Score -1669832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1669832.250000 Penalty: 4668.460449
	Iteration 22F: 3 clusters Score -1669832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Entering Unmasked Estep 
Score: -3959720.500000 Penalty: 2533.022217
	Iteration 0F: 2 clusters Score -3959720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3940836.750000 Penalty: 5066.044434
	Iteration 0F: 3 clusters Score -3940837 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3947468.500000 Penalty: 5066.044434
	Iteration 1F: 3 clusters Score -3947468 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3947865.750000 Penalty: 5066.044434
	Iteration 2Q: 3 clusters Score -3947866 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3948265.250000 Penalty: 5066.044434
	Iteration 3Q: 3 clusters Score -3948265 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3948761.750000 Penalty: 5066.044434
	Iteration 4Q: 3 clusters Score -3948762 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3949385.250000 Penalty: 5066.044434
	Iteration 5Q: 3 clusters Score -3949385 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3950168.750000 Penalty: 5066.044434
	Iteration 6Q: 3 clusters Score -3950169 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3951212.000000 Penalty: 5066.044434
	Iteration 7F: 3 clusters Score -3951212 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3952449.500000 Penalty: 5066.044434
	Iteration 8F: 3 clusters Score -3952450 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3953794.000000 Penalty: 5066.044434
	Iteration 9F: 3 clusters Score -3953794 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3955096.000000 Penalty: 5066.044434
	Iteration 10Q: 3 clusters Score -3955096 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3956233.250000 Penalty: 5066.044434
	Iteration 11Q: 3 clusters Score -3956233 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3956985.500000 Penalty: 5066.044434
	Iteration 12Q: 3 clusters Score -3956986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3957400.500000 Penalty: 5066.044434
	Iteration 13Q: 3 clusters Score -3957400 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3957614.500000 Penalty: 5066.044434
	Iteration 14Q: 3 clusters Score -3957614 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3957725.250000 Penalty: 5066.044434
	Iteration 15Q: 3 clusters Score -3957725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3957812.250000 Penalty: 5066.044434
	Iteration 16Q: 3 clusters Score -3957812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3957873.000000 Penalty: 5066.044434
	Iteration 17Q: 3 clusters Score -3957873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3957924.000000 Penalty: 5066.044434
	Iteration 18Q: 3 clusters Score -3957924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3957965.000000 Penalty: 5066.044434
	Iteration 19Q: 3 clusters Score -3957965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3957996.500000 Penalty: 5066.044434
	Iteration 20F: 3 clusters Score -3957996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3958014.000000 Penalty: 5066.044434
	Iteration 21Q: 3 clusters Score -3958014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3958014.000000 Penalty: 5066.044434
	Iteration 22Q: 3 clusters Score -3958014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3958031.000000 Penalty: 5066.044434
	Iteration 23Q: 3 clusters Score -3958031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3958045.750000 Penalty: 5066.044434
	Iteration 24Q: 3 clusters Score -3958046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3958053.750000 Penalty: 5066.044434
	Iteration 25Q: 3 clusters Score -3958054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3958058.750000 Penalty: 5066.044434
	Iteration 26Q: 3 clusters Score -3958059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3958070.250000 Penalty: 5066.044434
	Iteration 27Q: 3 clusters Score -3958070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3958067.500000 Penalty: 5066.044434
	Iteration 28Q: 3 clusters Score -3958068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3958078.500000 Penalty: 5066.044434
	Iteration 29Q: 3 clusters Score -3958078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3958081.750000 Penalty: 5066.044434
	Iteration 30Q: 3 clusters Score -3958082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3958085.750000 Penalty: 5066.044434
	Iteration 31Q: 3 clusters Score -3958086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3958088.000000 Penalty: 5066.044434
	Iteration 32Q: 3 clusters Score -3958088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3958086.250000 Penalty: 5066.044434
	Iteration 33Q: 3 clusters Score -3958086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3958088.750000 Penalty: 5066.044434
	Iteration 34Q: 3 clusters Score -3958089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3958086.000000 Penalty: 5066.044434
	Iteration 35Q: 3 clusters Score -3958086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3958087.750000 Penalty: 5066.044434
	Iteration 36Q: 3 clusters Score -3958088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3958091.500000 Penalty: 5066.044434
	Iteration 37Q: 3 clusters Score -3958092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3958087.750000 Penalty: 5066.044434
	Iteration 38Q: 3 clusters Score -3958088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3958089.500000 Penalty: 5066.044434
	Iteration 39Q: 3 clusters Score -3958090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3958094.750000 Penalty: 5066.044434
	Iteration 40F: 3 clusters Score -3958095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3958100.750000 Penalty: 5066.044434
	Iteration 41Q: 3 clusters Score -3958101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3958100.250000 Penalty: 5066.044434
	Iteration 42Q: 3 clusters Score -3958100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3958106.000000 Penalty: 5066.044434
	Iteration 43Q: 3 clusters Score -3958106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3958093.750000 Penalty: 5066.044434
	Iteration 44Q: 3 clusters Score -3958094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3958103.250000 Penalty: 5066.044434
	Iteration 45Q: 3 clusters Score -3958103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3958101.750000 Penalty: 5066.044434
	Iteration 46Q: 3 clusters Score -3958102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3958101.750000 Penalty: 5066.044434
	Iteration 47F: 3 clusters Score -3958102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -310255.656250 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -310255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -307617.156250 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -307617.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -308064.625000 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -308064.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -308187.687500 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -308187.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308243.000000 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -308243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -308289.156250 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -308289.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -308329.750000 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -308329.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -308357.968750 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -308358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -308378.718750 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -308378.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -308397.343750 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -308397.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -308411.562500 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -308411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -308417.468750 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -308417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -308423.187500 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -308423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -308426.093750 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -308426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -308428.281250 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -308428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -308430.906250 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -308430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -308432.000000 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -308432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308433.656250 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -308433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308434.250000 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -308434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -308435.718750 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -308435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308437.437500 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -308437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -308440.156250 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -308440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -308442.250000 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -308442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -308442.250000 Penalty: 3771.780518
	Iteration 22F: 3 clusters Score -308442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Entering Unmasked Estep 
Score: -10112244.000000 Penalty: 2747.798340
	Iteration 0F: 2 clusters Score -1.011224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -10069015.000000 Penalty: 5495.596680
	Iteration 0F: 3 clusters Score -1.006902e+07 nChanged 30118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -10085585.000000 Penalty: 5495.596680
	Iteration 1F: 3 clusters Score -1.008558e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -10086073.000000 Penalty: 5495.596680
	Iteration 2Q: 3 clusters Score -1.008607e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -10086439.000000 Penalty: 5495.596680
	Iteration 3Q: 3 clusters Score -1.008644e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -10086897.000000 Penalty: 5495.596680
	Iteration 4Q: 3 clusters Score -1.00869e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -10087396.000000 Penalty: 5495.596680
	Iteration 5Q: 3 clusters Score -1.00874e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -10088198.000000 Penalty: 5495.596680
	Iteration 6Q: 3 clusters Score -1.00882e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -10089320.000000 Penalty: 5495.596680
	Iteration 7Q: 3 clusters Score -1.008932e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -10090820.000000 Penalty: 5495.596680
	Iteration 8Q: 3 clusters Score -1.009082e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -10093166.000000 Penalty: 5495.596680
	Iteration 9F: 3 clusters Score -1.009317e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -10096418.000000 Penalty: 5495.596680
	Iteration 10F: 3 clusters Score -1.009642e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -10099977.000000 Penalty: 5495.596680
	Iteration 11F: 3 clusters Score -1.009998e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -10102944.000000 Penalty: 5495.596680
	Iteration 12F: 3 clusters Score -1.010294e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -10104921.000000 Penalty: 5495.596680
	Iteration 13Q: 3 clusters Score -1.010492e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -10106208.000000 Penalty: 5495.596680
	Iteration 14Q: 3 clusters Score -1.010621e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -10107119.000000 Penalty: 5495.596680
	Iteration 15Q: 3 clusters Score -1.010712e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -10107827.000000 Penalty: 5495.596680
	Iteration 16Q: 3 clusters Score -1.010783e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10108405.000000 Penalty: 5495.596680
	Iteration 17Q: 3 clusters Score -1.01084e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10108750.000000 Penalty: 5495.596680
	Iteration 18Q: 3 clusters Score -1.010875e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10109032.000000 Penalty: 5495.596680
	Iteration 19Q: 3 clusters Score -1.010903e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10109253.000000 Penalty: 5495.596680
	Iteration 20F: 3 clusters Score -1.010925e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10109463.000000 Penalty: 5495.596680
	Iteration 21Q: 3 clusters Score -1.010946e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10109587.000000 Penalty: 5495.596680
	Iteration 22Q: 3 clusters Score -1.010959e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10109687.000000 Penalty: 5495.596680
	Iteration 23Q: 3 clusters Score -1.010969e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10109759.000000 Penalty: 5495.596680
	Iteration 24Q: 3 clusters Score -1.010976e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10109850.000000 Penalty: 5495.596680
	Iteration 25Q: 3 clusters Score -1.010985e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10109884.000000 Penalty: 5495.596680
	Iteration 26Q: 3 clusters Score -1.010988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10109918.000000 Penalty: 5495.596680
	Iteration 27Q: 3 clusters Score -1.010992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10109934.000000 Penalty: 5495.596680
	Iteration 28Q: 3 clusters Score -1.010993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10109940.000000 Penalty: 5495.596680
	Iteration 29Q: 3 clusters Score -1.010994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10109956.000000 Penalty: 5495.596680
	Iteration 30Q: 3 clusters Score -1.010996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10109973.000000 Penalty: 5495.596680
	Iteration 31Q: 3 clusters Score -1.010997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10109970.000000 Penalty: 5495.596680
	Iteration 32Q: 3 clusters Score -1.010997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10109965.000000 Penalty: 5495.596680
	Iteration 33Q: 3 clusters Score -1.010996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10109962.000000 Penalty: 5495.596680
	Iteration 34Q: 3 clusters Score -1.010996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10109974.000000 Penalty: 5495.596680
	Iteration 35Q: 3 clusters Score -1.010997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10109979.000000 Penalty: 5495.596680
	Iteration 36Q: 3 clusters Score -1.010998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10109979.000000 Penalty: 5495.596680
	Iteration 37Q: 3 clusters Score -1.010998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10109993.000000 Penalty: 5495.596680
	Iteration 38Q: 3 clusters Score -1.010999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10109990.000000 Penalty: 5495.596680
	Iteration 39Q: 3 clusters Score -1.010999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10109996.000000 Penalty: 5495.596680
	Iteration 40F: 3 clusters Score -1.011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10109998.000000 Penalty: 5495.596680
	Iteration 41Q: 3 clusters Score -1.011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10109998.000000 Penalty: 5495.596680
	Iteration 42Q: 3 clusters Score -1.011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10109999.000000 Penalty: 5495.596680
	Iteration 43Q: 3 clusters Score -1.011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10110017.000000 Penalty: 5495.596680
	Iteration 44Q: 3 clusters Score -1.011002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10110004.000000 Penalty: 5495.596680
	Iteration 45Q: 3 clusters Score -1.011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10110001.000000 Penalty: 5495.596680
	Iteration 46Q: 3 clusters Score -1.011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10110004.000000 Penalty: 5495.596680
	Iteration 47Q: 3 clusters Score -1.011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10110004.000000 Penalty: 5495.596680
	Iteration 48Q: 3 clusters Score -1.011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10110004.000000 Penalty: 5495.596680
	Iteration 49F: 3 clusters Score -1.011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Entering Unmasked Estep 
Score: -16480721.000000 Penalty: 2871.743652
	Iteration 0F: 2 clusters Score -1.648072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -16411018.000000 Penalty: 5743.487305
	Iteration 0F: 3 clusters Score -1.641102e+07 nChanged 50439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -16440874.000000 Penalty: 5743.487305
	Iteration 1F: 3 clusters Score -1.644087e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -16442558.000000 Penalty: 5743.487305
	Iteration 2Q: 3 clusters Score -1.644256e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -16445209.000000 Penalty: 5743.487305
	Iteration 3Q: 3 clusters Score -1.644521e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -16449197.000000 Penalty: 5743.487305
	Iteration 4F: 3 clusters Score -1.64492e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -16455515.000000 Penalty: 5743.487305
	Iteration 5F: 3 clusters Score -1.645552e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -16462983.000000 Penalty: 5743.487305
	Iteration 6F: 3 clusters Score -1.646298e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -16468583.000000 Penalty: 5743.487305
	Iteration 7F: 3 clusters Score -1.646858e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -16470920.000000 Penalty: 5743.487305
	Iteration 8Q: 3 clusters Score -1.647092e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -16471517.000000 Penalty: 5743.487305
	Iteration 9Q: 3 clusters Score -1.647152e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -16471932.000000 Penalty: 5743.487305
	Iteration 10Q: 3 clusters Score -1.647193e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -16472230.000000 Penalty: 5743.487305
	Iteration 11Q: 3 clusters Score -1.647223e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -16472473.000000 Penalty: 5743.487305
	Iteration 12Q: 3 clusters Score -1.647247e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -16472753.000000 Penalty: 5743.487305
	Iteration 13Q: 3 clusters Score -1.647275e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -16472839.000000 Penalty: 5743.487305
	Iteration 14Q: 3 clusters Score -1.647284e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -16473029.000000 Penalty: 5743.487305
	Iteration 15Q: 3 clusters Score -1.647303e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -16473239.000000 Penalty: 5743.487305
	Iteration 16Q: 3 clusters Score -1.647324e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -16473349.000000 Penalty: 5743.487305
	Iteration 17Q: 3 clusters Score -1.647335e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -16473494.000000 Penalty: 5743.487305
	Iteration 18Q: 3 clusters Score -1.647349e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -16473607.000000 Penalty: 5743.487305
	Iteration 19Q: 3 clusters Score -1.647361e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -16473630.000000 Penalty: 5743.487305
	Iteration 20F: 3 clusters Score -1.647363e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -16473722.000000 Penalty: 5743.487305
	Iteration 21Q: 3 clusters Score -1.647372e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -16473785.000000 Penalty: 5743.487305
	Iteration 22Q: 3 clusters Score -1.647378e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -16473920.000000 Penalty: 5743.487305
	Iteration 23Q: 3 clusters Score -1.647392e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -16474024.000000 Penalty: 5743.487305
	Iteration 24Q: 3 clusters Score -1.647402e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -16474082.000000 Penalty: 5743.487305
	Iteration 25Q: 3 clusters Score -1.647408e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -16474177.000000 Penalty: 5743.487305
	Iteration 26Q: 3 clusters Score -1.647418e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -16474309.000000 Penalty: 5743.487305
	Iteration 27Q: 3 clusters Score -1.647431e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -16474452.000000 Penalty: 5743.487305
	Iteration 28Q: 3 clusters Score -1.647445e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -16474531.000000 Penalty: 5743.487305
	Iteration 29Q: 3 clusters Score -1.647453e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -16474704.000000 Penalty: 5743.487305
	Iteration 30Q: 3 clusters Score -1.64747e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -16474772.000000 Penalty: 5743.487305
	Iteration 31Q: 3 clusters Score -1.647477e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -16474947.000000 Penalty: 5743.487305
	Iteration 32Q: 3 clusters Score -1.647495e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -16475088.000000 Penalty: 5743.487305
	Iteration 33Q: 3 clusters Score -1.647509e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -16475216.000000 Penalty: 5743.487305
	Iteration 34Q: 3 clusters Score -1.647522e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -16475359.000000 Penalty: 5743.487305
	Iteration 35Q: 3 clusters Score -1.647536e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -16475543.000000 Penalty: 5743.487305
	Iteration 36Q: 3 clusters Score -1.647554e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -16475726.000000 Penalty: 5743.487305
	Iteration 37Q: 3 clusters Score -1.647573e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -16475835.000000 Penalty: 5743.487305
	Iteration 38Q: 3 clusters Score -1.647584e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -16476028.000000 Penalty: 5743.487305
	Iteration 39Q: 3 clusters Score -1.647603e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -16476182.000000 Penalty: 5743.487305
	Iteration 40F: 3 clusters Score -1.647618e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -16476320.000000 Penalty: 5743.487305
	Iteration 41Q: 3 clusters Score -1.647632e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -16476443.000000 Penalty: 5743.487305
	Iteration 42Q: 3 clusters Score -1.647644e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -16476529.000000 Penalty: 5743.487305
	Iteration 43Q: 3 clusters Score -1.647653e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -16476679.000000 Penalty: 5743.487305
	Iteration 44Q: 3 clusters Score -1.647668e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -16476774.000000 Penalty: 5743.487305
	Iteration 45Q: 3 clusters Score -1.647677e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -16476941.000000 Penalty: 5743.487305
	Iteration 46Q: 3 clusters Score -1.647694e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -16477076.000000 Penalty: 5743.487305
	Iteration 47Q: 3 clusters Score -1.647708e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -16477133.000000 Penalty: 5743.487305
	Iteration 48Q: 3 clusters Score -1.647713e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -16477268.000000 Penalty: 5743.487305
	Iteration 49Q: 3 clusters Score -1.647727e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -16477383.000000 Penalty: 5743.487305
	Iteration 50Q: 3 clusters Score -1.647738e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -16477462.000000 Penalty: 5743.487305
	Iteration 51Q: 3 clusters Score -1.647746e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -16477562.000000 Penalty: 5743.487305
	Iteration 52Q: 3 clusters Score -1.647756e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -16477596.000000 Penalty: 5743.487305
	Iteration 53Q: 3 clusters Score -1.64776e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -16477686.000000 Penalty: 5743.487305
	Iteration 54Q: 3 clusters Score -1.647769e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -16477792.000000 Penalty: 5743.487305
	Iteration 55Q: 3 clusters Score -1.647779e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -16477904.000000 Penalty: 5743.487305
	Iteration 56Q: 3 clusters Score -1.64779e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -16477993.000000 Penalty: 5743.487305
	Iteration 57Q: 3 clusters Score -1.647799e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -16478117.000000 Penalty: 5743.487305
	Iteration 58Q: 3 clusters Score -1.647812e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -16478259.000000 Penalty: 5743.487305
	Iteration 59Q: 3 clusters Score -1.647826e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -16478389.000000 Penalty: 5743.487305
	Iteration 60F: 3 clusters Score -1.647839e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -16478435.000000 Penalty: 5743.487305
	Iteration 61Q: 3 clusters Score -1.647844e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -16478514.000000 Penalty: 5743.487305
	Iteration 62Q: 3 clusters Score -1.647851e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -16478553.000000 Penalty: 5743.487305
	Iteration 63Q: 3 clusters Score -1.647855e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -16478575.000000 Penalty: 5743.487305
	Iteration 64Q: 3 clusters Score -1.647858e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -16478600.000000 Penalty: 5743.487305
	Iteration 65Q: 3 clusters Score -1.64786e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -16478687.000000 Penalty: 5743.487305
	Iteration 66Q: 3 clusters Score -1.647869e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -16478766.000000 Penalty: 5743.487305
	Iteration 67Q: 3 clusters Score -1.647877e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -16478773.000000 Penalty: 5743.487305
	Iteration 68Q: 3 clusters Score -1.647877e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -16478815.000000 Penalty: 5743.487305
	Iteration 69Q: 3 clusters Score -1.647882e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -16478799.000000 Penalty: 5743.487305
	Iteration 70Q: 3 clusters Score -1.64788e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -16478851.000000 Penalty: 5743.487305
	Iteration 71Q: 3 clusters Score -1.647885e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -16478893.000000 Penalty: 5743.487305
	Iteration 72Q: 3 clusters Score -1.647889e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -16478958.000000 Penalty: 5743.487305
	Iteration 73Q: 3 clusters Score -1.647896e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -16478988.000000 Penalty: 5743.487305
	Iteration 74Q: 3 clusters Score -1.647899e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -16479024.000000 Penalty: 5743.487305
	Iteration 75Q: 3 clusters Score -1.647902e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -16479055.000000 Penalty: 5743.487305
	Iteration 76Q: 3 clusters Score -1.647906e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -16479014.000000 Penalty: 5743.487305
	Iteration 77Q: 3 clusters Score -1.647901e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -16479039.000000 Penalty: 5743.487305
	Iteration 78Q: 3 clusters Score -1.647904e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -16479069.000000 Penalty: 5743.487305
	Iteration 79Q: 3 clusters Score -1.647907e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -16479042.000000 Penalty: 5743.487305
	Iteration 80F: 3 clusters Score -1.647904e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -16479043.000000 Penalty: 5743.487305
	Iteration 81Q: 3 clusters Score -1.647904e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -16479062.000000 Penalty: 5743.487305
	Iteration 82Q: 3 clusters Score -1.647906e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -16479038.000000 Penalty: 5743.487305
	Iteration 83Q: 3 clusters Score -1.647904e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -16479016.000000 Penalty: 5743.487305
	Iteration 84Q: 3 clusters Score -1.647902e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -16478991.000000 Penalty: 5743.487305
	Iteration 85Q: 3 clusters Score -1.647899e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -16478994.000000 Penalty: 5743.487305
	Iteration 86Q: 3 clusters Score -1.647899e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -16479018.000000 Penalty: 5743.487305
	Iteration 87Q: 3 clusters Score -1.647902e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -16478993.000000 Penalty: 5743.487305
	Iteration 88Q: 3 clusters Score -1.647899e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -16479004.000000 Penalty: 5743.487305
	Iteration 89Q: 3 clusters Score -1.6479e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -16479039.000000 Penalty: 5743.487305
	Iteration 90Q: 3 clusters Score -1.647904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -16479025.000000 Penalty: 5743.487305
	Iteration 91Q: 3 clusters Score -1.647902e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -16479004.000000 Penalty: 5743.487305
	Iteration 92Q: 3 clusters Score -1.6479e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -16478984.000000 Penalty: 5743.487305
	Iteration 93Q: 3 clusters Score -1.647898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16478985.000000 Penalty: 5743.487305
	Iteration 94Q: 3 clusters Score -1.647898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16478998.000000 Penalty: 5743.487305
	Iteration 95Q: 3 clusters Score -1.6479e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -16478988.000000 Penalty: 5743.487305
	Iteration 96Q: 3 clusters Score -1.647899e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16478935.000000 Penalty: 5743.487305
	Iteration 97Q: 3 clusters Score -1.647894e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -16478913.000000 Penalty: 5743.487305
	Iteration 98Q: 3 clusters Score -1.647891e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16478921.000000 Penalty: 5743.487305
	Iteration 99Q: 3 clusters Score -1.647892e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16478908.000000 Penalty: 5743.487305
	Iteration 100F: 3 clusters Score -1.647891e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16478859.000000 Penalty: 5743.487305
	Iteration 101Q: 3 clusters Score -1.647886e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -16478885.000000 Penalty: 5743.487305
	Iteration 102Q: 3 clusters Score -1.647888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16478868.000000 Penalty: 5743.487305
	Iteration 103Q: 3 clusters Score -1.647887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -16478884.000000 Penalty: 5743.487305
	Iteration 104Q: 3 clusters Score -1.647888e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16478889.000000 Penalty: 5743.487305
	Iteration 105Q: 3 clusters Score -1.647889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -16478917.000000 Penalty: 5743.487305
	Iteration 106Q: 3 clusters Score -1.647892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16478914.000000 Penalty: 5743.487305
	Iteration 107Q: 3 clusters Score -1.647891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16478877.000000 Penalty: 5743.487305
	Iteration 108Q: 3 clusters Score -1.647888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16478879.000000 Penalty: 5743.487305
	Iteration 109Q: 3 clusters Score -1.647888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16478869.000000 Penalty: 5743.487305
	Iteration 110Q: 3 clusters Score -1.647887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16478833.000000 Penalty: 5743.487305
	Iteration 111Q: 3 clusters Score -1.647883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16478842.000000 Penalty: 5743.487305
	Iteration 112Q: 3 clusters Score -1.647884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16478859.000000 Penalty: 5743.487305
	Iteration 113Q: 3 clusters Score -1.647886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16478863.000000 Penalty: 5743.487305
	Iteration 114Q: 3 clusters Score -1.647886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -16478856.000000 Penalty: 5743.487305
	Iteration 115Q: 3 clusters Score -1.647886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16478853.000000 Penalty: 5743.487305
	Iteration 116Q: 3 clusters Score -1.647885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16478867.000000 Penalty: 5743.487305
	Iteration 117Q: 3 clusters Score -1.647887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16478843.000000 Penalty: 5743.487305
	Iteration 118Q: 3 clusters Score -1.647884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16478837.000000 Penalty: 5743.487305
	Iteration 119Q: 3 clusters Score -1.647884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16478833.000000 Penalty: 5743.487305
	Iteration 120F: 3 clusters Score -1.647883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16478819.000000 Penalty: 5743.487305
	Iteration 121Q: 3 clusters Score -1.647882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16478831.000000 Penalty: 5743.487305
	Iteration 122Q: 3 clusters Score -1.647883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16478826.000000 Penalty: 5743.487305
	Iteration 123Q: 3 clusters Score -1.647883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16478819.000000 Penalty: 5743.487305
	Iteration 124Q: 3 clusters Score -1.647882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16478821.000000 Penalty: 5743.487305
	Iteration 125Q: 3 clusters Score -1.647882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16478822.000000 Penalty: 5743.487305
	Iteration 126Q: 3 clusters Score -1.647882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16478816.000000 Penalty: 5743.487305
	Iteration 127Q: 3 clusters Score -1.647882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16478830.000000 Penalty: 5743.487305
	Iteration 128Q: 3 clusters Score -1.647883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16478830.000000 Penalty: 5743.487305
	Iteration 129F: 3 clusters Score -1.647883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Entering Unmasked Estep 
Score: -1940724.000000 Penalty: 2339.821289
	Iteration 0F: 2 clusters Score -1940724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1931490.875000 Penalty: 4679.642578
	Iteration 0F: 3 clusters Score -1931491 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1934217.500000 Penalty: 4679.642578
	Iteration 1F: 3 clusters Score -1934218 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1934523.750000 Penalty: 4679.642578
	Iteration 2F: 3 clusters Score -1934524 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1934733.750000 Penalty: 4679.642578
	Iteration 3Q: 3 clusters Score -1934734 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1934923.875000 Penalty: 4679.642578
	Iteration 4Q: 3 clusters Score -1934924 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1935093.500000 Penalty: 4679.642578
	Iteration 5Q: 3 clusters Score -1935094 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1935276.500000 Penalty: 4679.642578
	Iteration 6Q: 3 clusters Score -1935276 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1935489.750000 Penalty: 4679.642578
	Iteration 7Q: 3 clusters Score -1935490 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1935748.000000 Penalty: 4679.642578
	Iteration 8Q: 3 clusters Score -1935748 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1936061.625000 Penalty: 4679.642578
	Iteration 9Q: 3 clusters Score -1936062 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1936425.125000 Penalty: 4679.642578
	Iteration 10Q: 3 clusters Score -1936425 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1936883.750000 Penalty: 4679.642578
	Iteration 11F: 3 clusters Score -1936884 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1937487.375000 Penalty: 4679.642578
	Iteration 12F: 3 clusters Score -1937487 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1938044.375000 Penalty: 4679.642578
	Iteration 13Q: 3 clusters Score -1938044 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1938428.375000 Penalty: 4679.642578
	Iteration 14Q: 3 clusters Score -1938428 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1938617.375000 Penalty: 4679.642578
	Iteration 15Q: 3 clusters Score -1938617 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1938716.500000 Penalty: 4679.642578
	Iteration 16Q: 3 clusters Score -1938716 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1938782.500000 Penalty: 4679.642578
	Iteration 17Q: 3 clusters Score -1938782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1938826.125000 Penalty: 4679.642578
	Iteration 18Q: 3 clusters Score -1938826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1938856.125000 Penalty: 4679.642578
	Iteration 19Q: 3 clusters Score -1938856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1938878.000000 Penalty: 4679.642578
	Iteration 20F: 3 clusters Score -1938878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1938888.250000 Penalty: 4679.642578
	Iteration 21Q: 3 clusters Score -1938888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1938895.750000 Penalty: 4679.642578
	Iteration 22Q: 3 clusters Score -1938896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1938902.875000 Penalty: 4679.642578
	Iteration 23Q: 3 clusters Score -1938903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1938909.250000 Penalty: 4679.642578
	Iteration 24Q: 3 clusters Score -1938909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1938917.500000 Penalty: 4679.642578
	Iteration 25Q: 3 clusters Score -1938918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1938926.750000 Penalty: 4679.642578
	Iteration 26Q: 3 clusters Score -1938927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1938932.875000 Penalty: 4679.642578
	Iteration 27Q: 3 clusters Score -1938933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1938936.375000 Penalty: 4679.642578
	Iteration 28Q: 3 clusters Score -1938936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1938947.000000 Penalty: 4679.642578
	Iteration 29Q: 3 clusters Score -1938947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1938950.375000 Penalty: 4679.642578
	Iteration 30Q: 3 clusters Score -1938950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1938954.625000 Penalty: 4679.642578
	Iteration 31Q: 3 clusters Score -1938955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1938961.250000 Penalty: 4679.642578
	Iteration 32Q: 3 clusters Score -1938961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1938968.000000 Penalty: 4679.642578
	Iteration 33Q: 3 clusters Score -1938968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1938975.875000 Penalty: 4679.642578
	Iteration 34Q: 3 clusters Score -1938976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1938977.500000 Penalty: 4679.642578
	Iteration 35Q: 3 clusters Score -1938978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1938978.375000 Penalty: 4679.642578
	Iteration 36Q: 3 clusters Score -1938978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1938984.250000 Penalty: 4679.642578
	Iteration 37Q: 3 clusters Score -1938984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1938986.625000 Penalty: 4679.642578
	Iteration 38Q: 3 clusters Score -1938987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1938988.750000 Penalty: 4679.642578
	Iteration 39Q: 3 clusters Score -1938989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1938987.875000 Penalty: 4679.642578
	Iteration 40F: 3 clusters Score -1938988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -247156.000000 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -247156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -244675.671875 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -244675.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245226.656250 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -245226.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -245545.281250 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -245545.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -245793.390625 Penalty: 3709.732666
	Iteration 3F: 3 clusters Score -245793.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -245976.984375 Penalty: 3709.732666
	Iteration 4F: 3 clusters Score -245977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -246122.421875 Penalty: 3709.732666
	Iteration 5F: 3 clusters Score -246122.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -246256.171875 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -246256.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -246358.703125 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -246358.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -246427.421875 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -246427.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -246486.281250 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -246486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -246530.671875 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -246530.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -246560.515625 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -246560.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -246585.953125 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -246586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -246594.484375 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -246594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -246603.875000 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -246603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -246612.656250 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -246612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -246626.828125 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -246626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -246649.671875 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -246649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -246670.546875 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -246670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -246688.765625 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -246688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -246708.250000 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -246708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -246729.843750 Penalty: 3709.732666
	Iteration 21Q: 3 clusters Score -246729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -246743.671875 Penalty: 3709.732666
	Iteration 22Q: 3 clusters Score -246743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -246764.890625 Penalty: 3709.732666
	Iteration 23Q: 3 clusters Score -246764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -246775.156250 Penalty: 3709.732666
	Iteration 24Q: 3 clusters Score -246775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -246782.703125 Penalty: 3709.732666
	Iteration 25Q: 3 clusters Score -246782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -246783.609375 Penalty: 3709.732666
	Iteration 26Q: 3 clusters Score -246783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -246784.765625 Penalty: 3709.732666
	Iteration 27Q: 3 clusters Score -246784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -246788.859375 Penalty: 3709.732666
	Iteration 28Q: 3 clusters Score -246788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -246790.187500 Penalty: 3709.732666
	Iteration 29Q: 3 clusters Score -246790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -246790.187500 Penalty: 3709.732666
	Iteration 30F: 3 clusters Score -246790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Entering Unmasked Estep 
Score: -4876031.000000 Penalty: 2569.537598
	Iteration 0F: 2 clusters Score -4876031 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 15809 members 
Entering Unmasked Estep 
Score: -4854451.000000 Penalty: 5139.075195
	Iteration 0F: 3 clusters Score -4854451 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4861967.500000 Penalty: 5139.075195
	Iteration 1F: 3 clusters Score -4861968 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4862394.500000 Penalty: 5139.075195
	Iteration 2Q: 3 clusters Score -4862394 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -4862711.000000 Penalty: 5139.075195
	Iteration 3Q: 3 clusters Score -4862711 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4862996.000000 Penalty: 5139.075195
	Iteration 4Q: 3 clusters Score -4862996 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4863245.000000 Penalty: 5139.075195
	Iteration 5Q: 3 clusters Score -4863245 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4863528.000000 Penalty: 5139.075195
	Iteration 6Q: 3 clusters Score -4863528 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4863835.000000 Penalty: 5139.075195
	Iteration 7Q: 3 clusters Score -4863835 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4864199.500000 Penalty: 5139.075195
	Iteration 8Q: 3 clusters Score -4864200 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4864590.500000 Penalty: 5139.075195
	Iteration 9Q: 3 clusters Score -4864590 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4865117.500000 Penalty: 5139.075195
	Iteration 10Q: 3 clusters Score -4865118 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4865776.000000 Penalty: 5139.075195
	Iteration 11Q: 3 clusters Score -4865776 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4866709.500000 Penalty: 5139.075195
	Iteration 12F: 3 clusters Score -4866710 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4868052.500000 Penalty: 5139.075195
	Iteration 13F: 3 clusters Score -4868052 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -4869529.000000 Penalty: 5139.075195
	Iteration 14F: 3 clusters Score -4869529 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4870883.000000 Penalty: 5139.075195
	Iteration 15F: 3 clusters Score -4870883 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4871915.500000 Penalty: 5139.075195
	Iteration 16Q: 3 clusters Score -4871916 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4872586.000000 Penalty: 5139.075195
	Iteration 17Q: 3 clusters Score -4872586 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4873052.000000 Penalty: 5139.075195
	Iteration 18Q: 3 clusters Score -4873052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4873348.000000 Penalty: 5139.075195
	Iteration 19Q: 3 clusters Score -4873348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4873527.500000 Penalty: 5139.075195
	Iteration 20F: 3 clusters Score -4873528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4873628.000000 Penalty: 5139.075195
	Iteration 21Q: 3 clusters Score -4873628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4873668.000000 Penalty: 5139.075195
	Iteration 22Q: 3 clusters Score -4873668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4873706.500000 Penalty: 5139.075195
	Iteration 23Q: 3 clusters Score -4873706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4873738.500000 Penalty: 5139.075195
	Iteration 24Q: 3 clusters Score -4873738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4873768.000000 Penalty: 5139.075195
	Iteration 25Q: 3 clusters Score -4873768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4873779.500000 Penalty: 5139.075195
	Iteration 26Q: 3 clusters Score -4873780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4873789.500000 Penalty: 5139.075195
	Iteration 27Q: 3 clusters Score -4873790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4873791.500000 Penalty: 5139.075195
	Iteration 28Q: 3 clusters Score -4873792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4873799.000000 Penalty: 5139.075195
	Iteration 29Q: 3 clusters Score -4873799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4873798.000000 Penalty: 5139.075195
	Iteration 30Q: 3 clusters Score -4873798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4873806.500000 Penalty: 5139.075195
	Iteration 31Q: 3 clusters Score -4873806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4873809.000000 Penalty: 5139.075195
	Iteration 32Q: 3 clusters Score -4873809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4873816.500000 Penalty: 5139.075195
	Iteration 33Q: 3 clusters Score -4873816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4873815.000000 Penalty: 5139.075195
	Iteration 34Q: 3 clusters Score -4873815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4873819.500000 Penalty: 5139.075195
	Iteration 35Q: 3 clusters Score -4873820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4873820.000000 Penalty: 5139.075195
	Iteration 36Q: 3 clusters Score -4873820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4873823.500000 Penalty: 5139.075195
	Iteration 37Q: 3 clusters Score -4873824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4873822.000000 Penalty: 5139.075195
	Iteration 38Q: 3 clusters Score -4873822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4873826.500000 Penalty: 5139.075195
	Iteration 39Q: 3 clusters Score -4873826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4873826.500000 Penalty: 5139.075195
	Iteration 40F: 3 clusters Score -4873826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 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 266 members 
Entering Unmasked Estep 
Score: -67598.468750 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67598.47 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67896.773438 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -67896.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68020.125000 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68020.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68116.375000 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -68116.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68146.492188 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68146.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68184.914062 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68184.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68243.890625 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68243.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68299.992188 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68299.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68330.976562 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68330.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68389.648438 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68389.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68460.312500 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68460.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68514.210938 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68514.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68547.507812 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -68547.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68582.828125 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -68582.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68601.914062 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -68601.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68680.054688 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -68680.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68756.328125 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -68756.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68769.171875 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -68769.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68827.664062 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -68827.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68856.460938 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -68856.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68893.179688 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -68893.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68931.695312 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -68931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68947.726562 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -68947.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68966.179688 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -68966.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68990.046875 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -68990.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69022.015625 Penalty: 3118.777832
	Iteration 25Q: 3 clusters Score -69022.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69066.148438 Penalty: 3118.777832
	Iteration 26Q: 3 clusters Score -69066.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69096.968750 Penalty: 3118.777832
	Iteration 27Q: 3 clusters Score -69096.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69127.593750 Penalty: 3118.777832
	Iteration 28Q: 3 clusters Score -69127.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69147.148438 Penalty: 3118.777832
	Iteration 29Q: 3 clusters Score -69147.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69159.757812 Penalty: 3118.777832
	Iteration 30Q: 3 clusters Score -69159.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69159.757812 Penalty: 3118.777832
	Iteration 31F: 3 clusters Score -69159.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64850 members 
Mstep: Class 5 contains 106896 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 43808 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 41899 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101726 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 263 members 
Entering Unmasked Estep 
Score: -137786768.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137788096.000000 to -137786768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -1314095.250000 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -1314095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1307028.625000 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -1307029 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1309127.750000 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -1309128 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1309623.000000 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -1309623 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1309981.500000 Penalty: 4513.916016
	Iteration 3F: 3 clusters Score -1309982 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1310275.625000 Penalty: 4513.916016
	Iteration 4F: 3 clusters Score -1310276 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1310521.500000 Penalty: 4513.916016
	Iteration 5Q: 3 clusters Score -1310522 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1310738.375000 Penalty: 4513.916016
	Iteration 6Q: 3 clusters Score -1310738 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1310917.875000 Penalty: 4513.916016
	Iteration 7Q: 3 clusters Score -1310918 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1311106.000000 Penalty: 4513.916016
	Iteration 8Q: 3 clusters Score -1311106 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1311294.750000 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -1311295 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1311495.000000 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -1311495 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1311673.500000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -1311674 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1311836.250000 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -1311836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1311952.625000 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -1311953 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1312063.375000 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -1312063 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1312162.000000 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -1312162 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1312240.500000 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -1312240 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1312318.500000 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -1312318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1312376.625000 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -1312377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1312433.875000 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -1312434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1312484.125000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -1312484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1312533.500000 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -1312534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1312565.875000 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -1312566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1312581.125000 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -1312581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1312592.000000 Penalty: 4513.916016
	Iteration 24Q: 3 clusters Score -1312592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1312605.250000 Penalty: 4513.916016
	Iteration 25Q: 3 clusters Score -1312605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1312616.250000 Penalty: 4513.916016
	Iteration 26Q: 3 clusters Score -1312616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1312624.125000 Penalty: 4513.916016
	Iteration 27Q: 3 clusters Score -1312624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1312632.375000 Penalty: 4513.916016
	Iteration 28Q: 3 clusters Score -1312632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1312645.375000 Penalty: 4513.916016
	Iteration 29Q: 3 clusters Score -1312645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1312656.125000 Penalty: 4513.916016
	Iteration 30Q: 3 clusters Score -1312656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1312664.250000 Penalty: 4513.916016
	Iteration 31Q: 3 clusters Score -1312664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1312678.250000 Penalty: 4513.916016
	Iteration 32Q: 3 clusters Score -1312678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1312691.875000 Penalty: 4513.916016
	Iteration 33Q: 3 clusters Score -1312692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1312699.375000 Penalty: 4513.916016
	Iteration 34Q: 3 clusters Score -1312699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1312715.750000 Penalty: 4513.916016
	Iteration 35Q: 3 clusters Score -1312716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1312725.500000 Penalty: 4513.916016
	Iteration 36Q: 3 clusters Score -1312726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1312730.375000 Penalty: 4513.916016
	Iteration 37Q: 3 clusters Score -1312730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1312742.375000 Penalty: 4513.916016
	Iteration 38Q: 3 clusters Score -1312742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1312747.125000 Penalty: 4513.916016
	Iteration 39Q: 3 clusters Score -1312747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1312755.375000 Penalty: 4513.916016
	Iteration 40F: 3 clusters Score -1312755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1312758.250000 Penalty: 4513.916016
	Iteration 41Q: 3 clusters Score -1312758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1312760.625000 Penalty: 4513.916016
	Iteration 42Q: 3 clusters Score -1312761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1312765.000000 Penalty: 4513.916016
	Iteration 43Q: 3 clusters Score -1312765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1312764.375000 Penalty: 4513.916016
	Iteration 44Q: 3 clusters Score -1312764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1312767.000000 Penalty: 4513.916016
	Iteration 45Q: 3 clusters Score -1312767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1312767.000000 Penalty: 4513.916016
	Iteration 46F: 3 clusters Score -1312767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Entering Unmasked Estep 
Score: -6759356.000000 Penalty: 2650.517822
	Iteration 0F: 2 clusters Score -6759356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6729721.500000 Penalty: 5301.035645
	Iteration 0F: 3 clusters Score -6729722 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -6740984.500000 Penalty: 5301.035645
	Iteration 1F: 3 clusters Score -6740984 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -6741522.500000 Penalty: 5301.035645
	Iteration 2Q: 3 clusters Score -6741522 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6742085.500000 Penalty: 5301.035645
	Iteration 3Q: 3 clusters Score -6742086 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6742648.000000 Penalty: 5301.035645
	Iteration 4Q: 3 clusters Score -6742648 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6743267.500000 Penalty: 5301.035645
	Iteration 5Q: 3 clusters Score -6743268 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -6744119.000000 Penalty: 5301.035645
	Iteration 6Q: 3 clusters Score -6744119 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -6745345.000000 Penalty: 5301.035645
	Iteration 7F: 3 clusters Score -6745345 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6746876.500000 Penalty: 5301.035645
	Iteration 8F: 3 clusters Score -6746876 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6748630.000000 Penalty: 5301.035645
	Iteration 9F: 3 clusters Score -6748630 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -6750480.500000 Penalty: 5301.035645
	Iteration 10F: 3 clusters Score -6750480 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6751996.000000 Penalty: 5301.035645
	Iteration 11Q: 3 clusters Score -6751996 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -6753006.000000 Penalty: 5301.035645
	Iteration 12Q: 3 clusters Score -6753006 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6753647.000000 Penalty: 5301.035645
	Iteration 13Q: 3 clusters Score -6753647 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -6754101.000000 Penalty: 5301.035645
	Iteration 14Q: 3 clusters Score -6754101 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -6754458.500000 Penalty: 5301.035645
	Iteration 15Q: 3 clusters Score -6754458 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -6754729.000000 Penalty: 5301.035645
	Iteration 16Q: 3 clusters Score -6754729 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -6754951.000000 Penalty: 5301.035645
	Iteration 17Q: 3 clusters Score -6754951 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6755151.500000 Penalty: 5301.035645
	Iteration 18Q: 3 clusters Score -6755152 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -6755369.000000 Penalty: 5301.035645
	Iteration 19Q: 3 clusters Score -6755369 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6755599.500000 Penalty: 5301.035645
	Iteration 20F: 3 clusters Score -6755600 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6755800.500000 Penalty: 5301.035645
	Iteration 21Q: 3 clusters Score -6755800 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6755959.000000 Penalty: 5301.035645
	Iteration 22Q: 3 clusters Score -6755959 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6756113.500000 Penalty: 5301.035645
	Iteration 23Q: 3 clusters Score -6756114 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -6756283.500000 Penalty: 5301.035645
	Iteration 24Q: 3 clusters Score -6756284 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -6756401.000000 Penalty: 5301.035645
	Iteration 25Q: 3 clusters Score -6756401 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -6756534.500000 Penalty: 5301.035645
	Iteration 26Q: 3 clusters Score -6756534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6756615.000000 Penalty: 5301.035645
	Iteration 27Q: 3 clusters Score -6756615 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6756691.500000 Penalty: 5301.035645
	Iteration 28Q: 3 clusters Score -6756692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6756752.000000 Penalty: 5301.035645
	Iteration 29Q: 3 clusters Score -6756752 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6756806.500000 Penalty: 5301.035645
	Iteration 30Q: 3 clusters Score -6756806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6756879.000000 Penalty: 5301.035645
	Iteration 31Q: 3 clusters Score -6756879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6756940.000000 Penalty: 5301.035645
	Iteration 32Q: 3 clusters Score -6756940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6756987.000000 Penalty: 5301.035645
	Iteration 33Q: 3 clusters Score -6756987 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6757044.000000 Penalty: 5301.035645
	Iteration 34Q: 3 clusters Score -6757044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6757062.000000 Penalty: 5301.035645
	Iteration 35Q: 3 clusters Score -6757062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6757087.500000 Penalty: 5301.035645
	Iteration 36Q: 3 clusters Score -6757088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6757123.500000 Penalty: 5301.035645
	Iteration 37Q: 3 clusters Score -6757124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6757143.000000 Penalty: 5301.035645
	Iteration 38Q: 3 clusters Score -6757143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6757196.000000 Penalty: 5301.035645
	Iteration 39Q: 3 clusters Score -6757196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6757224.000000 Penalty: 5301.035645
	Iteration 40F: 3 clusters Score -6757224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6757228.000000 Penalty: 5301.035645
	Iteration 41Q: 3 clusters Score -6757228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6757248.500000 Penalty: 5301.035645
	Iteration 42Q: 3 clusters Score -6757248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6757231.000000 Penalty: 5301.035645
	Iteration 43Q: 3 clusters Score -6757231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6757241.500000 Penalty: 5301.035645
	Iteration 44Q: 3 clusters Score -6757242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6757254.000000 Penalty: 5301.035645
	Iteration 45Q: 3 clusters Score -6757254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6757254.000000 Penalty: 5301.035645
	Iteration 46Q: 3 clusters Score -6757254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6757266.000000 Penalty: 5301.035645
	Iteration 47Q: 3 clusters Score -6757266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6757270.000000 Penalty: 5301.035645
	Iteration 48Q: 3 clusters Score -6757270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6757272.000000 Penalty: 5301.035645
	Iteration 49Q: 3 clusters Score -6757272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6757270.500000 Penalty: 5301.035645
	Iteration 50Q: 3 clusters Score -6757270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6757280.000000 Penalty: 5301.035645
	Iteration 51Q: 3 clusters Score -6757280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6757276.500000 Penalty: 5301.035645
	Iteration 52Q: 3 clusters Score -6757276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6757279.000000 Penalty: 5301.035645
	Iteration 53Q: 3 clusters Score -6757279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6757287.000000 Penalty: 5301.035645
	Iteration 54Q: 3 clusters Score -6757287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6757293.000000 Penalty: 5301.035645
	Iteration 55Q: 3 clusters Score -6757293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6757288.500000 Penalty: 5301.035645
	Iteration 56Q: 3 clusters Score -6757288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6757284.000000 Penalty: 5301.035645
	Iteration 57Q: 3 clusters Score -6757284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6757289.500000 Penalty: 5301.035645
	Iteration 58Q: 3 clusters Score -6757290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6757301.000000 Penalty: 5301.035645
	Iteration 59Q: 3 clusters Score -6757301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6757307.000000 Penalty: 5301.035645
	Iteration 60F: 3 clusters Score -6757307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6757305.500000 Penalty: 5301.035645
	Iteration 61Q: 3 clusters Score -6757306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6757303.000000 Penalty: 5301.035645
	Iteration 62Q: 3 clusters Score -6757303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6757303.500000 Penalty: 5301.035645
	Iteration 63Q: 3 clusters Score -6757304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6757309.500000 Penalty: 5301.035645
	Iteration 64Q: 3 clusters Score -6757310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6757316.500000 Penalty: 5301.035645
	Iteration 65Q: 3 clusters Score -6757316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6757307.000000 Penalty: 5301.035645
	Iteration 66Q: 3 clusters Score -6757307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6757313.500000 Penalty: 5301.035645
	Iteration 67Q: 3 clusters Score -6757314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6757317.000000 Penalty: 5301.035645
	Iteration 68Q: 3 clusters Score -6757317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6757315.000000 Penalty: 5301.035645
	Iteration 69Q: 3 clusters Score -6757315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6757321.000000 Penalty: 5301.035645
	Iteration 70Q: 3 clusters Score -6757321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6757319.500000 Penalty: 5301.035645
	Iteration 71Q: 3 clusters Score -6757320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6757319.000000 Penalty: 5301.035645
	Iteration 72Q: 3 clusters Score -6757319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6757321.000000 Penalty: 5301.035645
	Iteration 73Q: 3 clusters Score -6757321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6757319.000000 Penalty: 5301.035645
	Iteration 74Q: 3 clusters Score -6757319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6757319.000000 Penalty: 5301.035645
	Iteration 75F: 3 clusters Score -6757319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Entering Unmasked Estep 
Score: -16534891.000000 Penalty: 2872.343750
	Iteration 0F: 2 clusters Score -1.653489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -16465470.000000 Penalty: 5744.687500
	Iteration 0F: 3 clusters Score -1.646547e+07 nChanged 50986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -16495001.000000 Penalty: 5744.687500
	Iteration 1F: 3 clusters Score -1.6495e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -16496007.000000 Penalty: 5744.687500
	Iteration 2Q: 3 clusters Score -1.649601e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -16497375.000000 Penalty: 5744.687500
	Iteration 3Q: 3 clusters Score -1.649738e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -16499076.000000 Penalty: 5744.687500
	Iteration 4Q: 3 clusters Score -1.649908e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -16501353.000000 Penalty: 5744.687500
	Iteration 5Q: 3 clusters Score -1.650135e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -16504776.000000 Penalty: 5744.687500
	Iteration 6F: 3 clusters Score -1.650478e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -16509988.000000 Penalty: 5744.687500
	Iteration 7F: 3 clusters Score -1.650999e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -16516124.000000 Penalty: 5744.687500
	Iteration 8F: 3 clusters Score -1.651612e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -16520792.000000 Penalty: 5744.687500
	Iteration 9F: 3 clusters Score -1.652079e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -16522650.000000 Penalty: 5744.687500
	Iteration 10Q: 3 clusters Score -1.652265e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -16523520.000000 Penalty: 5744.687500
	Iteration 11Q: 3 clusters Score -1.652352e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -16523945.000000 Penalty: 5744.687500
	Iteration 12Q: 3 clusters Score -1.652394e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -16524335.000000 Penalty: 5744.687500
	Iteration 13Q: 3 clusters Score -1.652434e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -16524552.000000 Penalty: 5744.687500
	Iteration 14Q: 3 clusters Score -1.652455e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -16524899.000000 Penalty: 5744.687500
	Iteration 15Q: 3 clusters Score -1.65249e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -16525121.000000 Penalty: 5744.687500
	Iteration 16Q: 3 clusters Score -1.652512e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -16525244.000000 Penalty: 5744.687500
	Iteration 17Q: 3 clusters Score -1.652524e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -16525307.000000 Penalty: 5744.687500
	Iteration 18Q: 3 clusters Score -1.652531e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -16525379.000000 Penalty: 5744.687500
	Iteration 19Q: 3 clusters Score -1.652538e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -16525553.000000 Penalty: 5744.687500
	Iteration 20F: 3 clusters Score -1.652555e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -16525633.000000 Penalty: 5744.687500
	Iteration 21Q: 3 clusters Score -1.652563e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -16525699.000000 Penalty: 5744.687500
	Iteration 22Q: 3 clusters Score -1.65257e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -16525677.000000 Penalty: 5744.687500
	Iteration 23Q: 3 clusters Score -1.652568e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -16525669.000000 Penalty: 5744.687500
	Iteration 24Q: 3 clusters Score -1.652567e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -16525658.000000 Penalty: 5744.687500
	Iteration 25Q: 3 clusters Score -1.652566e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -16525669.000000 Penalty: 5744.687500
	Iteration 26Q: 3 clusters Score -1.652567e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -16525640.000000 Penalty: 5744.687500
	Iteration 27Q: 3 clusters Score -1.652564e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -16525689.000000 Penalty: 5744.687500
	Iteration 28Q: 3 clusters Score -1.652569e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -16525736.000000 Penalty: 5744.687500
	Iteration 29Q: 3 clusters Score -1.652574e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -16525784.000000 Penalty: 5744.687500
	Iteration 30Q: 3 clusters Score -1.652578e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -16525841.000000 Penalty: 5744.687500
	Iteration 31Q: 3 clusters Score -1.652584e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -16525870.000000 Penalty: 5744.687500
	Iteration 32Q: 3 clusters Score -1.652587e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -16525877.000000 Penalty: 5744.687500
	Iteration 33Q: 3 clusters Score -1.652588e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -16525891.000000 Penalty: 5744.687500
	Iteration 34Q: 3 clusters Score -1.652589e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -16525907.000000 Penalty: 5744.687500
	Iteration 35Q: 3 clusters Score -1.652591e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -16525859.000000 Penalty: 5744.687500
	Iteration 36Q: 3 clusters Score -1.652586e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -16525846.000000 Penalty: 5744.687500
	Iteration 37Q: 3 clusters Score -1.652585e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -16525873.000000 Penalty: 5744.687500
	Iteration 38Q: 3 clusters Score -1.652587e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -16525869.000000 Penalty: 5744.687500
	Iteration 39Q: 3 clusters Score -1.652587e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -16525859.000000 Penalty: 5744.687500
	Iteration 40F: 3 clusters Score -1.652586e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -16525847.000000 Penalty: 5744.687500
	Iteration 41Q: 3 clusters Score -1.652585e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -16525858.000000 Penalty: 5744.687500
	Iteration 42Q: 3 clusters Score -1.652586e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -16525884.000000 Penalty: 5744.687500
	Iteration 43Q: 3 clusters Score -1.652588e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -16525893.000000 Penalty: 5744.687500
	Iteration 44Q: 3 clusters Score -1.652589e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -16525875.000000 Penalty: 5744.687500
	Iteration 45Q: 3 clusters Score -1.652588e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -16525892.000000 Penalty: 5744.687500
	Iteration 46Q: 3 clusters Score -1.652589e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -16525923.000000 Penalty: 5744.687500
	Iteration 47Q: 3 clusters Score -1.652592e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -16525934.000000 Penalty: 5744.687500
	Iteration 48Q: 3 clusters Score -1.652593e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -16525929.000000 Penalty: 5744.687500
	Iteration 49Q: 3 clusters Score -1.652593e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -16525909.000000 Penalty: 5744.687500
	Iteration 50Q: 3 clusters Score -1.652591e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -16525921.000000 Penalty: 5744.687500
	Iteration 51Q: 3 clusters Score -1.652592e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -16525955.000000 Penalty: 5744.687500
	Iteration 52Q: 3 clusters Score -1.652596e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -16526018.000000 Penalty: 5744.687500
	Iteration 53Q: 3 clusters Score -1.652602e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -16526025.000000 Penalty: 5744.687500
	Iteration 54Q: 3 clusters Score -1.652602e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -16526037.000000 Penalty: 5744.687500
	Iteration 55Q: 3 clusters Score -1.652604e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -16526086.000000 Penalty: 5744.687500
	Iteration 56Q: 3 clusters Score -1.652609e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -16526101.000000 Penalty: 5744.687500
	Iteration 57Q: 3 clusters Score -1.65261e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -16526122.000000 Penalty: 5744.687500
	Iteration 58Q: 3 clusters Score -1.652612e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -16526147.000000 Penalty: 5744.687500
	Iteration 59Q: 3 clusters Score -1.652615e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -16526126.000000 Penalty: 5744.687500
	Iteration 60F: 3 clusters Score -1.652613e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -16526140.000000 Penalty: 5744.687500
	Iteration 61Q: 3 clusters Score -1.652614e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -16526139.000000 Penalty: 5744.687500
	Iteration 62Q: 3 clusters Score -1.652614e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -16526170.000000 Penalty: 5744.687500
	Iteration 63Q: 3 clusters Score -1.652617e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -16526189.000000 Penalty: 5744.687500
	Iteration 64Q: 3 clusters Score -1.652619e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -16526205.000000 Penalty: 5744.687500
	Iteration 65Q: 3 clusters Score -1.65262e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -16526182.000000 Penalty: 5744.687500
	Iteration 66Q: 3 clusters Score -1.652618e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -16526191.000000 Penalty: 5744.687500
	Iteration 67Q: 3 clusters Score -1.652619e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -16526225.000000 Penalty: 5744.687500
	Iteration 68Q: 3 clusters Score -1.652622e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -16526210.000000 Penalty: 5744.687500
	Iteration 69Q: 3 clusters Score -1.652621e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -16526235.000000 Penalty: 5744.687500
	Iteration 70Q: 3 clusters Score -1.652624e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -16526256.000000 Penalty: 5744.687500
	Iteration 71Q: 3 clusters Score -1.652626e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -16526239.000000 Penalty: 5744.687500
	Iteration 72Q: 3 clusters Score -1.652624e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -16526247.000000 Penalty: 5744.687500
	Iteration 73Q: 3 clusters Score -1.652625e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -16526285.000000 Penalty: 5744.687500
	Iteration 74Q: 3 clusters Score -1.652628e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -16526318.000000 Penalty: 5744.687500
	Iteration 75Q: 3 clusters Score -1.652632e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -16526348.000000 Penalty: 5744.687500
	Iteration 76Q: 3 clusters Score -1.652635e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -16526338.000000 Penalty: 5744.687500
	Iteration 77Q: 3 clusters Score -1.652634e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -16526370.000000 Penalty: 5744.687500
	Iteration 78Q: 3 clusters Score -1.652637e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -16526364.000000 Penalty: 5744.687500
	Iteration 79Q: 3 clusters Score -1.652636e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -16526390.000000 Penalty: 5744.687500
	Iteration 80F: 3 clusters Score -1.652639e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -16526418.000000 Penalty: 5744.687500
	Iteration 81Q: 3 clusters Score -1.652642e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -16526443.000000 Penalty: 5744.687500
	Iteration 82Q: 3 clusters Score -1.652644e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -16526465.000000 Penalty: 5744.687500
	Iteration 83Q: 3 clusters Score -1.652646e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -16526550.000000 Penalty: 5744.687500
	Iteration 84Q: 3 clusters Score -1.652655e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -16526543.000000 Penalty: 5744.687500
	Iteration 85Q: 3 clusters Score -1.652654e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -16526562.000000 Penalty: 5744.687500
	Iteration 86Q: 3 clusters Score -1.652656e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -16526646.000000 Penalty: 5744.687500
	Iteration 87Q: 3 clusters Score -1.652665e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -16526652.000000 Penalty: 5744.687500
	Iteration 88Q: 3 clusters Score -1.652665e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -16526635.000000 Penalty: 5744.687500
	Iteration 89Q: 3 clusters Score -1.652664e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -16526664.000000 Penalty: 5744.687500
	Iteration 90Q: 3 clusters Score -1.652666e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -16526685.000000 Penalty: 5744.687500
	Iteration 91Q: 3 clusters Score -1.652668e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -16526722.000000 Penalty: 5744.687500
	Iteration 92Q: 3 clusters Score -1.652672e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -16526746.000000 Penalty: 5744.687500
	Iteration 93Q: 3 clusters Score -1.652675e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -16526789.000000 Penalty: 5744.687500
	Iteration 94Q: 3 clusters Score -1.652679e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -16526862.000000 Penalty: 5744.687500
	Iteration 95Q: 3 clusters Score -1.652686e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -16526929.000000 Penalty: 5744.687500
	Iteration 96Q: 3 clusters Score -1.652693e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -16526938.000000 Penalty: 5744.687500
	Iteration 97Q: 3 clusters Score -1.652694e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -16526995.000000 Penalty: 5744.687500
	Iteration 98Q: 3 clusters Score -1.6527e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -16527092.000000 Penalty: 5744.687500
	Iteration 99Q: 3 clusters Score -1.652709e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -16527164.000000 Penalty: 5744.687500
	Iteration 100F: 3 clusters Score -1.652716e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -16527191.000000 Penalty: 5744.687500
	Iteration 101Q: 3 clusters Score -1.652719e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -16527267.000000 Penalty: 5744.687500
	Iteration 102Q: 3 clusters Score -1.652727e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -16527373.000000 Penalty: 5744.687500
	Iteration 103Q: 3 clusters Score -1.652737e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -16527530.000000 Penalty: 5744.687500
	Iteration 104Q: 3 clusters Score -1.652753e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -16527703.000000 Penalty: 5744.687500
	Iteration 105Q: 3 clusters Score -1.65277e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -16527898.000000 Penalty: 5744.687500
	Iteration 106Q: 3 clusters Score -1.65279e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -16528012.000000 Penalty: 5744.687500
	Iteration 107Q: 3 clusters Score -1.652801e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -16528155.000000 Penalty: 5744.687500
	Iteration 108Q: 3 clusters Score -1.652816e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -16528308.000000 Penalty: 5744.687500
	Iteration 109Q: 3 clusters Score -1.652831e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -16528578.000000 Penalty: 5744.687500
	Iteration 110Q: 3 clusters Score -1.652858e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -16528742.000000 Penalty: 5744.687500
	Iteration 111Q: 3 clusters Score -1.652874e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -16529089.000000 Penalty: 5744.687500
	Iteration 112Q: 3 clusters Score -1.652909e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -16529362.000000 Penalty: 5744.687500
	Iteration 113Q: 3 clusters Score -1.652936e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -16529651.000000 Penalty: 5744.687500
	Iteration 114Q: 3 clusters Score -1.652965e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -16529951.000000 Penalty: 5744.687500
	Iteration 115Q: 3 clusters Score -1.652995e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -16530229.000000 Penalty: 5744.687500
	Iteration 116Q: 3 clusters Score -1.653023e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -16530505.000000 Penalty: 5744.687500
	Iteration 117Q: 3 clusters Score -1.65305e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -16530840.000000 Penalty: 5744.687500
	Iteration 118Q: 3 clusters Score -1.653084e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -16531085.000000 Penalty: 5744.687500
	Iteration 119Q: 3 clusters Score -1.653108e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -16531364.000000 Penalty: 5744.687500
	Iteration 120F: 3 clusters Score -1.653136e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -16531531.000000 Penalty: 5744.687500
	Iteration 121Q: 3 clusters Score -1.653153e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -16531638.000000 Penalty: 5744.687500
	Iteration 122Q: 3 clusters Score -1.653164e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -16531766.000000 Penalty: 5744.687500
	Iteration 123Q: 3 clusters Score -1.653177e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -16531912.000000 Penalty: 5744.687500
	Iteration 124Q: 3 clusters Score -1.653191e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -16532012.000000 Penalty: 5744.687500
	Iteration 125Q: 3 clusters Score -1.653201e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -16532130.000000 Penalty: 5744.687500
	Iteration 126Q: 3 clusters Score -1.653213e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -16532212.000000 Penalty: 5744.687500
	Iteration 127Q: 3 clusters Score -1.653221e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -16532264.000000 Penalty: 5744.687500
	Iteration 128Q: 3 clusters Score -1.653226e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -16532354.000000 Penalty: 5744.687500
	Iteration 129Q: 3 clusters Score -1.653235e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -16532385.000000 Penalty: 5744.687500
	Iteration 130Q: 3 clusters Score -1.653238e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -16532491.000000 Penalty: 5744.687500
	Iteration 131Q: 3 clusters Score -1.653249e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -16532573.000000 Penalty: 5744.687500
	Iteration 132Q: 3 clusters Score -1.653257e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -16532631.000000 Penalty: 5744.687500
	Iteration 133Q: 3 clusters Score -1.653263e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -16532665.000000 Penalty: 5744.687500
	Iteration 134Q: 3 clusters Score -1.653266e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -16532695.000000 Penalty: 5744.687500
	Iteration 135Q: 3 clusters Score -1.65327e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16532702.000000 Penalty: 5744.687500
	Iteration 136Q: 3 clusters Score -1.65327e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -16532766.000000 Penalty: 5744.687500
	Iteration 137Q: 3 clusters Score -1.653277e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -16532792.000000 Penalty: 5744.687500
	Iteration 138Q: 3 clusters Score -1.653279e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -16532804.000000 Penalty: 5744.687500
	Iteration 139Q: 3 clusters Score -1.65328e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -16532821.000000 Penalty: 5744.687500
	Iteration 140F: 3 clusters Score -1.653282e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -16532830.000000 Penalty: 5744.687500
	Iteration 141Q: 3 clusters Score -1.653283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -16532864.000000 Penalty: 5744.687500
	Iteration 142Q: 3 clusters Score -1.653286e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -16532859.000000 Penalty: 5744.687500
	Iteration 143Q: 3 clusters Score -1.653286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -16532870.000000 Penalty: 5744.687500
	Iteration 144Q: 3 clusters Score -1.653287e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -16532867.000000 Penalty: 5744.687500
	Iteration 145Q: 3 clusters Score -1.653287e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -16532875.000000 Penalty: 5744.687500
	Iteration 146Q: 3 clusters Score -1.653288e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -16532882.000000 Penalty: 5744.687500
	Iteration 147Q: 3 clusters Score -1.653288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -16532859.000000 Penalty: 5744.687500
	Iteration 148Q: 3 clusters Score -1.653286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -16532881.000000 Penalty: 5744.687500
	Iteration 149Q: 3 clusters Score -1.653288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -16532870.000000 Penalty: 5744.687500
	Iteration 150Q: 3 clusters Score -1.653287e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -16532874.000000 Penalty: 5744.687500
	Iteration 151Q: 3 clusters Score -1.653287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -16532933.000000 Penalty: 5744.687500
	Iteration 152Q: 3 clusters Score -1.653293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -16532939.000000 Penalty: 5744.687500
	Iteration 153Q: 3 clusters Score -1.653294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -16532947.000000 Penalty: 5744.687500
	Iteration 154Q: 3 clusters Score -1.653295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -16532942.000000 Penalty: 5744.687500
	Iteration 155Q: 3 clusters Score -1.653294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -16532968.000000 Penalty: 5744.687500
	Iteration 156Q: 3 clusters Score -1.653297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -16532972.000000 Penalty: 5744.687500
	Iteration 157Q: 3 clusters Score -1.653297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -16532969.000000 Penalty: 5744.687500
	Iteration 158Q: 3 clusters Score -1.653297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -16532986.000000 Penalty: 5744.687500
	Iteration 159Q: 3 clusters Score -1.653299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -16533006.000000 Penalty: 5744.687500
	Iteration 160F: 3 clusters Score -1.653301e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -16532992.000000 Penalty: 5744.687500
	Iteration 161Q: 3 clusters Score -1.653299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -16532990.000000 Penalty: 5744.687500
	Iteration 162Q: 3 clusters Score -1.653299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -16533003.000000 Penalty: 5744.687500
	Iteration 163Q: 3 clusters Score -1.6533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -16532994.000000 Penalty: 5744.687500
	Iteration 164Q: 3 clusters Score -1.653299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16532987.000000 Penalty: 5744.687500
	Iteration 165Q: 3 clusters Score -1.653299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -16533001.000000 Penalty: 5744.687500
	Iteration 166Q: 3 clusters Score -1.6533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -16532989.000000 Penalty: 5744.687500
	Iteration 167Q: 3 clusters Score -1.653299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -16532992.000000 Penalty: 5744.687500
	Iteration 168Q: 3 clusters Score -1.653299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -16533004.000000 Penalty: 5744.687500
	Iteration 169Q: 3 clusters Score -1.6533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -16533015.000000 Penalty: 5744.687500
	Iteration 170Q: 3 clusters Score -1.653302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -16533019.000000 Penalty: 5744.687500
	Iteration 171Q: 3 clusters Score -1.653302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -16533020.000000 Penalty: 5744.687500
	Iteration 172Q: 3 clusters Score -1.653302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -16533018.000000 Penalty: 5744.687500
	Iteration 173Q: 3 clusters Score -1.653302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -16533025.000000 Penalty: 5744.687500
	Iteration 174Q: 3 clusters Score -1.653302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -16533008.000000 Penalty: 5744.687500
	Iteration 175Q: 3 clusters Score -1.653301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -16533004.000000 Penalty: 5744.687500
	Iteration 176Q: 3 clusters Score -1.6533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -16533001.000000 Penalty: 5744.687500
	Iteration 177Q: 3 clusters Score -1.6533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -16533010.000000 Penalty: 5744.687500
	Iteration 178Q: 3 clusters Score -1.653301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -16532999.000000 Penalty: 5744.687500
	Iteration 179Q: 3 clusters Score -1.6533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -16533006.000000 Penalty: 5744.687500
	Iteration 180F: 3 clusters Score -1.653301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -16533001.000000 Penalty: 5744.687500
	Iteration 181Q: 3 clusters Score -1.6533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -16533006.000000 Penalty: 5744.687500
	Iteration 182Q: 3 clusters Score -1.653301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -16533012.000000 Penalty: 5744.687500
	Iteration 183Q: 3 clusters Score -1.653301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -16533004.000000 Penalty: 5744.687500
	Iteration 184Q: 3 clusters Score -1.6533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -16533004.000000 Penalty: 5744.687500
	Iteration 185Q: 3 clusters Score -1.6533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16533000.000000 Penalty: 5744.687500
	Iteration 186Q: 3 clusters Score -1.6533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -16532997.000000 Penalty: 5744.687500
	Iteration 187Q: 3 clusters Score -1.6533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -16533010.000000 Penalty: 5744.687500
	Iteration 188Q: 3 clusters Score -1.653301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -16533013.000000 Penalty: 5744.687500
	Iteration 189Q: 3 clusters Score -1.653301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -16533005.000000 Penalty: 5744.687500
	Iteration 190Q: 3 clusters Score -1.6533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -16533006.000000 Penalty: 5744.687500
	Iteration 191Q: 3 clusters Score -1.653301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -16533002.000000 Penalty: 5744.687500
	Iteration 192Q: 3 clusters Score -1.6533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -16533003.000000 Penalty: 5744.687500
	Iteration 193Q: 3 clusters Score -1.6533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16533012.000000 Penalty: 5744.687500
	Iteration 194Q: 3 clusters Score -1.653301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -16533017.000000 Penalty: 5744.687500
	Iteration 195Q: 3 clusters Score -1.653302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -16532996.000000 Penalty: 5744.687500
	Iteration 196Q: 3 clusters Score -1.6533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16533001.000000 Penalty: 5744.687500
	Iteration 197Q: 3 clusters Score -1.6533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -16533010.000000 Penalty: 5744.687500
	Iteration 198Q: 3 clusters Score -1.653301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -16533011.000000 Penalty: 5744.687500
	Iteration 199Q: 3 clusters Score -1.653301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16533011.000000 Penalty: 5744.687500
	Iteration 200F: 3 clusters Score -1.653301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -16533015.000000 Penalty: 5744.687500
	Iteration 201Q: 3 clusters Score -1.653302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -16533007.000000 Penalty: 5744.687500
	Iteration 202Q: 3 clusters Score -1.653301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -16533017.000000 Penalty: 5744.687500
	Iteration 203Q: 3 clusters Score -1.653302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -16533010.000000 Penalty: 5744.687500
	Iteration 204Q: 3 clusters Score -1.653301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -16533010.000000 Penalty: 5744.687500
	Iteration 205F: 3 clusters Score -1.653301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Entering Unmasked Estep 
Score: -4293855.000000 Penalty: 2545.088867
	Iteration 0F: 2 clusters Score -4293855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4274156.000000 Penalty: 5090.177734
	Iteration 0F: 3 clusters Score -4274156 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4281191.500000 Penalty: 5090.177734
	Iteration 1F: 3 clusters Score -4281192 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4281870.000000 Penalty: 5090.177734
	Iteration 2F: 3 clusters Score -4281870 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4282681.000000 Penalty: 5090.177734
	Iteration 3F: 3 clusters Score -4282681 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4283776.000000 Penalty: 5090.177734
	Iteration 4F: 3 clusters Score -4283776 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4285119.500000 Penalty: 5090.177734
	Iteration 5F: 3 clusters Score -4285120 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4286521.500000 Penalty: 5090.177734
	Iteration 6F: 3 clusters Score -4286522 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4287880.500000 Penalty: 5090.177734
	Iteration 7F: 3 clusters Score -4287880 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4289049.500000 Penalty: 5090.177734
	Iteration 8F: 3 clusters Score -4289050 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4289962.500000 Penalty: 5090.177734
	Iteration 9Q: 3 clusters Score -4289962 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4290595.500000 Penalty: 5090.177734
	Iteration 10Q: 3 clusters Score -4290596 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4290984.500000 Penalty: 5090.177734
	Iteration 11Q: 3 clusters Score -4290984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4291251.000000 Penalty: 5090.177734
	Iteration 12Q: 3 clusters Score -4291251 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4291414.500000 Penalty: 5090.177734
	Iteration 13Q: 3 clusters Score -4291414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4291510.000000 Penalty: 5090.177734
	Iteration 14Q: 3 clusters Score -4291510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4291560.500000 Penalty: 5090.177734
	Iteration 15Q: 3 clusters Score -4291560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4291588.500000 Penalty: 5090.177734
	Iteration 16Q: 3 clusters Score -4291588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4291596.000000 Penalty: 5090.177734
	Iteration 17Q: 3 clusters Score -4291596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4291600.000000 Penalty: 5090.177734
	Iteration 18Q: 3 clusters Score -4291600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4291609.500000 Penalty: 5090.177734
	Iteration 19Q: 3 clusters Score -4291610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4291619.500000 Penalty: 5090.177734
	Iteration 20F: 3 clusters Score -4291620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4291622.500000 Penalty: 5090.177734
	Iteration 21Q: 3 clusters Score -4291622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4291628.500000 Penalty: 5090.177734
	Iteration 22Q: 3 clusters Score -4291628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4291637.500000 Penalty: 5090.177734
	Iteration 23Q: 3 clusters Score -4291638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4291636.500000 Penalty: 5090.177734
	Iteration 24Q: 3 clusters Score -4291636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4291640.000000 Penalty: 5090.177734
	Iteration 25Q: 3 clusters Score -4291640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4291641.000000 Penalty: 5090.177734
	Iteration 26Q: 3 clusters Score -4291641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4291649.000000 Penalty: 5090.177734
	Iteration 27Q: 3 clusters Score -4291649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4291647.000000 Penalty: 5090.177734
	Iteration 28Q: 3 clusters Score -4291647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4291647.000000 Penalty: 5090.177734
	Iteration 29Q: 3 clusters Score -4291647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4291644.500000 Penalty: 5090.177734
	Iteration 30Q: 3 clusters Score -4291644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4291654.000000 Penalty: 5090.177734
	Iteration 31Q: 3 clusters Score -4291654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4291655.500000 Penalty: 5090.177734
	Iteration 32Q: 3 clusters Score -4291656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4291656.500000 Penalty: 5090.177734
	Iteration 33Q: 3 clusters Score -4291656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4291659.000000 Penalty: 5090.177734
	Iteration 34Q: 3 clusters Score -4291659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4291659.000000 Penalty: 5090.177734
	Iteration 35Q: 3 clusters Score -4291659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4291663.000000 Penalty: 5090.177734
	Iteration 36Q: 3 clusters Score -4291663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4291663.000000 Penalty: 5090.177734
	Iteration 37F: 3 clusters Score -4291663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -719793.062500 Penalty: 2106.594971
	Iteration 0F: 2 clusters Score -719793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -715337.250000 Penalty: 4213.189941
	Iteration 0F: 3 clusters Score -715337.2 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -716478.250000 Penalty: 4213.189941
	Iteration 1F: 3 clusters Score -716478.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -716877.312500 Penalty: 4213.189941
	Iteration 2F: 3 clusters Score -716877.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -717265.687500 Penalty: 4213.189941
	Iteration 3F: 3 clusters Score -717265.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -717579.687500 Penalty: 4213.189941
	Iteration 4F: 3 clusters Score -717579.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -717824.437500 Penalty: 4213.189941
	Iteration 5F: 3 clusters Score -717824.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -717991.750000 Penalty: 4213.189941
	Iteration 6Q: 3 clusters Score -717991.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -718123.250000 Penalty: 4213.189941
	Iteration 7Q: 3 clusters Score -718123.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -718201.000000 Penalty: 4213.189941
	Iteration 8Q: 3 clusters Score -718201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -718258.062500 Penalty: 4213.189941
	Iteration 9Q: 3 clusters Score -718258.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -718307.562500 Penalty: 4213.189941
	Iteration 10Q: 3 clusters Score -718307.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -718346.562500 Penalty: 4213.189941
	Iteration 11Q: 3 clusters Score -718346.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -718366.500000 Penalty: 4213.189941
	Iteration 12Q: 3 clusters Score -718366.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -718382.812500 Penalty: 4213.189941
	Iteration 13Q: 3 clusters Score -718382.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -718401.250000 Penalty: 4213.189941
	Iteration 14Q: 3 clusters Score -718401.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -718414.875000 Penalty: 4213.189941
	Iteration 15Q: 3 clusters Score -718414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -718424.312500 Penalty: 4213.189941
	Iteration 16Q: 3 clusters Score -718424.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -718432.500000 Penalty: 4213.189941
	Iteration 17Q: 3 clusters Score -718432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718435.875000 Penalty: 4213.189941
	Iteration 18Q: 3 clusters Score -718435.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -718437.875000 Penalty: 4213.189941
	Iteration 19Q: 3 clusters Score -718437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -718442.312500 Penalty: 4213.189941
	Iteration 20F: 3 clusters Score -718442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -718446.437500 Penalty: 4213.189941
	Iteration 21Q: 3 clusters Score -718446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -718447.750000 Penalty: 4213.189941
	Iteration 22Q: 3 clusters Score -718447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -718448.250000 Penalty: 4213.189941
	Iteration 23Q: 3 clusters Score -718448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -718450.812500 Penalty: 4213.189941
	Iteration 24Q: 3 clusters Score -718450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -718452.312500 Penalty: 4213.189941
	Iteration 25Q: 3 clusters Score -718452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -718452.687500 Penalty: 4213.189941
	Iteration 26Q: 3 clusters Score -718452.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -718455.312500 Penalty: 4213.189941
	Iteration 27Q: 3 clusters Score -718455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -718456.312500 Penalty: 4213.189941
	Iteration 28Q: 3 clusters Score -718456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -718456.687500 Penalty: 4213.189941
	Iteration 29Q: 3 clusters Score -718456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -718457.375000 Penalty: 4213.189941
	Iteration 30Q: 3 clusters Score -718457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -718458.937500 Penalty: 4213.189941
	Iteration 31Q: 3 clusters Score -718458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -718460.250000 Penalty: 4213.189941
	Iteration 32Q: 3 clusters Score -718460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -718460.250000 Penalty: 4213.189941
	Iteration 33F: 3 clusters Score -718460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Entering Unmasked Estep 
Score: -15304646.000000 Penalty: 2853.443359
	Iteration 0F: 2 clusters Score -1.530465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -15240376.000000 Penalty: 5706.886719
	Iteration 0F: 3 clusters Score -1.524038e+07 nChanged 47090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -15267726.000000 Penalty: 5706.886719
	Iteration 1F: 3 clusters Score -1.526773e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -15268932.000000 Penalty: 5706.886719
	Iteration 2Q: 3 clusters Score -1.526893e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -15270486.000000 Penalty: 5706.886719
	Iteration 3Q: 3 clusters Score -1.527049e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -15272702.000000 Penalty: 5706.886719
	Iteration 4Q: 3 clusters Score -1.52727e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -15275919.000000 Penalty: 5706.886719
	Iteration 5F: 3 clusters Score -1.527592e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -15279836.000000 Penalty: 5706.886719
	Iteration 6F: 3 clusters Score -1.527984e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -15284519.000000 Penalty: 5706.886719
	Iteration 7F: 3 clusters Score -1.528452e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -15289235.000000 Penalty: 5706.886719
	Iteration 8F: 3 clusters Score -1.528924e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -15293547.000000 Penalty: 5706.886719
	Iteration 9F: 3 clusters Score -1.529355e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -15297296.000000 Penalty: 5706.886719
	Iteration 10Q: 3 clusters Score -1.52973e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -15299937.000000 Penalty: 5706.886719
	Iteration 11Q: 3 clusters Score -1.529994e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -15301199.000000 Penalty: 5706.886719
	Iteration 12Q: 3 clusters Score -1.53012e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -15301791.000000 Penalty: 5706.886719
	Iteration 13Q: 3 clusters Score -1.530179e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -15302065.000000 Penalty: 5706.886719
	Iteration 14Q: 3 clusters Score -1.530206e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -15302236.000000 Penalty: 5706.886719
	Iteration 15Q: 3 clusters Score -1.530224e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -15302332.000000 Penalty: 5706.886719
	Iteration 16Q: 3 clusters Score -1.530233e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -15302421.000000 Penalty: 5706.886719
	Iteration 17Q: 3 clusters Score -1.530242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -15302481.000000 Penalty: 5706.886719
	Iteration 18Q: 3 clusters Score -1.530248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -15302515.000000 Penalty: 5706.886719
	Iteration 19Q: 3 clusters Score -1.530252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -15302538.000000 Penalty: 5706.886719
	Iteration 20F: 3 clusters Score -1.530254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -15302599.000000 Penalty: 5706.886719
	Iteration 21Q: 3 clusters Score -1.53026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -15302630.000000 Penalty: 5706.886719
	Iteration 22Q: 3 clusters Score -1.530263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -15302692.000000 Penalty: 5706.886719
	Iteration 23Q: 3 clusters Score -1.530269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -15302715.000000 Penalty: 5706.886719
	Iteration 24Q: 3 clusters Score -1.530272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -15302736.000000 Penalty: 5706.886719
	Iteration 25Q: 3 clusters Score -1.530274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -15302762.000000 Penalty: 5706.886719
	Iteration 26Q: 3 clusters Score -1.530276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -15302772.000000 Penalty: 5706.886719
	Iteration 27Q: 3 clusters Score -1.530277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 98685 members 
Entering Unmasked Estep 
Score: -15302810.000000 Penalty: 5706.886719
	Iteration 28Q: 3 clusters Score -1.530281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -15302833.000000 Penalty: 5706.886719
	Iteration 29Q: 3 clusters Score -1.530283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -15302847.000000 Penalty: 5706.886719
	Iteration 30Q: 3 clusters Score -1.530285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -15302875.000000 Penalty: 5706.886719
	Iteration 31Q: 3 clusters Score -1.530288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -15302879.000000 Penalty: 5706.886719
	Iteration 32Q: 3 clusters Score -1.530288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 98651 members 
Entering Unmasked Estep 
Score: -15302890.000000 Penalty: 5706.886719
	Iteration 33Q: 3 clusters Score -1.530289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -15302880.000000 Penalty: 5706.886719
	Iteration 34Q: 3 clusters Score -1.530288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -15302887.000000 Penalty: 5706.886719
	Iteration 35Q: 3 clusters Score -1.530289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -15302893.000000 Penalty: 5706.886719
	Iteration 36Q: 3 clusters Score -1.530289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -15302881.000000 Penalty: 5706.886719
	Iteration 37Q: 3 clusters Score -1.530288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -15302885.000000 Penalty: 5706.886719
	Iteration 38Q: 3 clusters Score -1.530288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -15302893.000000 Penalty: 5706.886719
	Iteration 39Q: 3 clusters Score -1.530289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -15302905.000000 Penalty: 5706.886719
	Iteration 40F: 3 clusters Score -1.53029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -15302906.000000 Penalty: 5706.886719
	Iteration 41Q: 3 clusters Score -1.530291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -15302909.000000 Penalty: 5706.886719
	Iteration 42Q: 3 clusters Score -1.530291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -15302921.000000 Penalty: 5706.886719
	Iteration 43Q: 3 clusters Score -1.530292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -15302927.000000 Penalty: 5706.886719
	Iteration 44Q: 3 clusters Score -1.530293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -15302939.000000 Penalty: 5706.886719
	Iteration 45Q: 3 clusters Score -1.530294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -15302955.000000 Penalty: 5706.886719
	Iteration 46Q: 3 clusters Score -1.530296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -15302970.000000 Penalty: 5706.886719
	Iteration 47Q: 3 clusters Score -1.530297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -15302967.000000 Penalty: 5706.886719
	Iteration 48Q: 3 clusters Score -1.530297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -15302978.000000 Penalty: 5706.886719
	Iteration 49Q: 3 clusters Score -1.530298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -15302992.000000 Penalty: 5706.886719
	Iteration 50Q: 3 clusters Score -1.530299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -15303024.000000 Penalty: 5706.886719
	Iteration 51Q: 3 clusters Score -1.530302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -15303029.000000 Penalty: 5706.886719
	Iteration 52Q: 3 clusters Score -1.530303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -15303024.000000 Penalty: 5706.886719
	Iteration 53Q: 3 clusters Score -1.530302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -15303028.000000 Penalty: 5706.886719
	Iteration 54Q: 3 clusters Score -1.530303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -15303048.000000 Penalty: 5706.886719
	Iteration 55Q: 3 clusters Score -1.530305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -15303038.000000 Penalty: 5706.886719
	Iteration 56Q: 3 clusters Score -1.530304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -15303056.000000 Penalty: 5706.886719
	Iteration 57Q: 3 clusters Score -1.530306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -15303068.000000 Penalty: 5706.886719
	Iteration 58Q: 3 clusters Score -1.530307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -15303060.000000 Penalty: 5706.886719
	Iteration 59Q: 3 clusters Score -1.530306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -15303059.000000 Penalty: 5706.886719
	Iteration 60F: 3 clusters Score -1.530306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -15303059.000000 Penalty: 5706.886719
	Iteration 61Q: 3 clusters Score -1.530306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -15303066.000000 Penalty: 5706.886719
	Iteration 62Q: 3 clusters Score -1.530307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -15303083.000000 Penalty: 5706.886719
	Iteration 63Q: 3 clusters Score -1.530308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -15303097.000000 Penalty: 5706.886719
	Iteration 64Q: 3 clusters Score -1.53031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -15303097.000000 Penalty: 5706.886719
	Iteration 65Q: 3 clusters Score -1.53031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -15303109.000000 Penalty: 5706.886719
	Iteration 66Q: 3 clusters Score -1.530311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -15303125.000000 Penalty: 5706.886719
	Iteration 67Q: 3 clusters Score -1.530312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -15303144.000000 Penalty: 5706.886719
	Iteration 68Q: 3 clusters Score -1.530314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -15303143.000000 Penalty: 5706.886719
	Iteration 69Q: 3 clusters Score -1.530314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -15303149.000000 Penalty: 5706.886719
	Iteration 70Q: 3 clusters Score -1.530315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -15303157.000000 Penalty: 5706.886719
	Iteration 71Q: 3 clusters Score -1.530316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -15303153.000000 Penalty: 5706.886719
	Iteration 72Q: 3 clusters Score -1.530315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -15303180.000000 Penalty: 5706.886719
	Iteration 73Q: 3 clusters Score -1.530318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -15303180.000000 Penalty: 5706.886719
	Iteration 74Q: 3 clusters Score -1.530318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -15303197.000000 Penalty: 5706.886719
	Iteration 75Q: 3 clusters Score -1.53032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 98393 members 
Entering Unmasked Estep 
Score: -15303219.000000 Penalty: 5706.886719
	Iteration 76Q: 3 clusters Score -1.530322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -15303209.000000 Penalty: 5706.886719
	Iteration 77Q: 3 clusters Score -1.530321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -15303198.000000 Penalty: 5706.886719
	Iteration 78Q: 3 clusters Score -1.53032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -15303215.000000 Penalty: 5706.886719
	Iteration 79Q: 3 clusters Score -1.530322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -15303237.000000 Penalty: 5706.886719
	Iteration 80F: 3 clusters Score -1.530324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -15303268.000000 Penalty: 5706.886719
	Iteration 81Q: 3 clusters Score -1.530327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -15303275.000000 Penalty: 5706.886719
	Iteration 82Q: 3 clusters Score -1.530328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -15303267.000000 Penalty: 5706.886719
	Iteration 83Q: 3 clusters Score -1.530327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -15303280.000000 Penalty: 5706.886719
	Iteration 84Q: 3 clusters Score -1.530328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -15303283.000000 Penalty: 5706.886719
	Iteration 85Q: 3 clusters Score -1.530328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -15303289.000000 Penalty: 5706.886719
	Iteration 86Q: 3 clusters Score -1.530329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -15303300.000000 Penalty: 5706.886719
	Iteration 87Q: 3 clusters Score -1.53033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -15303292.000000 Penalty: 5706.886719
	Iteration 88Q: 3 clusters Score -1.530329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -15303312.000000 Penalty: 5706.886719
	Iteration 89Q: 3 clusters Score -1.530331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -15303323.000000 Penalty: 5706.886719
	Iteration 90Q: 3 clusters Score -1.530332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -15303331.000000 Penalty: 5706.886719
	Iteration 91Q: 3 clusters Score -1.530333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -15303339.000000 Penalty: 5706.886719
	Iteration 92Q: 3 clusters Score -1.530334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -15303340.000000 Penalty: 5706.886719
	Iteration 93Q: 3 clusters Score -1.530334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -15303328.000000 Penalty: 5706.886719
	Iteration 94Q: 3 clusters Score -1.530333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -15303351.000000 Penalty: 5706.886719
	Iteration 95Q: 3 clusters Score -1.530335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -15303370.000000 Penalty: 5706.886719
	Iteration 96Q: 3 clusters Score -1.530337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -15303377.000000 Penalty: 5706.886719
	Iteration 97Q: 3 clusters Score -1.530338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -15303378.000000 Penalty: 5706.886719
	Iteration 98Q: 3 clusters Score -1.530338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -15303384.000000 Penalty: 5706.886719
	Iteration 99Q: 3 clusters Score -1.530338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -15303381.000000 Penalty: 5706.886719
	Iteration 100F: 3 clusters Score -1.530338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -15303383.000000 Penalty: 5706.886719
	Iteration 101Q: 3 clusters Score -1.530338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -15303402.000000 Penalty: 5706.886719
	Iteration 102Q: 3 clusters Score -1.53034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -15303389.000000 Penalty: 5706.886719
	Iteration 103Q: 3 clusters Score -1.530339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -15303403.000000 Penalty: 5706.886719
	Iteration 104Q: 3 clusters Score -1.53034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -15303402.000000 Penalty: 5706.886719
	Iteration 105Q: 3 clusters Score -1.53034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -15303410.000000 Penalty: 5706.886719
	Iteration 106Q: 3 clusters Score -1.530341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -15303413.000000 Penalty: 5706.886719
	Iteration 107Q: 3 clusters Score -1.530341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -15303422.000000 Penalty: 5706.886719
	Iteration 108Q: 3 clusters Score -1.530342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -15303420.000000 Penalty: 5706.886719
	Iteration 109Q: 3 clusters Score -1.530342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -15303423.000000 Penalty: 5706.886719
	Iteration 110Q: 3 clusters Score -1.530342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -15303431.000000 Penalty: 5706.886719
	Iteration 111Q: 3 clusters Score -1.530343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 98059 members 
Entering Unmasked Estep 
Score: -15303445.000000 Penalty: 5706.886719
	Iteration 112Q: 3 clusters Score -1.530344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -15303445.000000 Penalty: 5706.886719
	Iteration 113Q: 3 clusters Score -1.530344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -15303443.000000 Penalty: 5706.886719
	Iteration 114Q: 3 clusters Score -1.530344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -15303445.000000 Penalty: 5706.886719
	Iteration 115Q: 3 clusters Score -1.530344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -15303453.000000 Penalty: 5706.886719
	Iteration 116Q: 3 clusters Score -1.530345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -15303460.000000 Penalty: 5706.886719
	Iteration 117Q: 3 clusters Score -1.530346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -15303458.000000 Penalty: 5706.886719
	Iteration 118Q: 3 clusters Score -1.530346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -15303458.000000 Penalty: 5706.886719
	Iteration 119F: 3 clusters Score -1.530346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38910.566406 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38910.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39263.503906 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39263.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39426.578125 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39426.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39564.367188 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -39564.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39661.226562 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39661.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39730.421875 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39730.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39805.535156 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39805.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39832.933594 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39832.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39902.054688 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39902.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39974.664062 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -39974.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40015.750000 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -40015.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40015.792969 Penalty: 2886.761230
	Iteration 11F: 3 clusters Score -40015.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40029.429688 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -40029.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40034.394531 Penalty: 2886.761230
	Iteration 13F: 3 clusters Score -40034.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40054.332031 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -40054.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40054.332031 Penalty: 2886.761230
	Iteration 15F: 3 clusters Score -40054.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Entering Unmasked Estep 
Score: -8512641.000000 Penalty: 2705.072510
	Iteration 0F: 2 clusters Score -8512641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -8476150.000000 Penalty: 5410.145020
	Iteration 0F: 3 clusters Score -8476150 nChanged 25282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8490327.000000 Penalty: 5410.145020
	Iteration 1F: 3 clusters Score -8490327 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8490941.000000 Penalty: 5410.145020
	Iteration 2Q: 3 clusters Score -8490941 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -8491583.000000 Penalty: 5410.145020
	Iteration 3Q: 3 clusters Score -8491583 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -8492289.000000 Penalty: 5410.145020
	Iteration 4Q: 3 clusters Score -8492289 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -8493113.000000 Penalty: 5410.145020
	Iteration 5Q: 3 clusters Score -8493113 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -8494303.000000 Penalty: 5410.145020
	Iteration 6Q: 3 clusters Score -8494303 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8495796.000000 Penalty: 5410.145020
	Iteration 7Q: 3 clusters Score -8495796 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -8497672.000000 Penalty: 5410.145020
	Iteration 8F: 3 clusters Score -8497672 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8499920.000000 Penalty: 5410.145020
	Iteration 9F: 3 clusters Score -8499920 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -8502002.000000 Penalty: 5410.145020
	Iteration 10F: 3 clusters Score -8502002 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -8503296.000000 Penalty: 5410.145020
	Iteration 11Q: 3 clusters Score -8503296 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -8503964.000000 Penalty: 5410.145020
	Iteration 12Q: 3 clusters Score -8503964 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8504303.000000 Penalty: 5410.145020
	Iteration 13Q: 3 clusters Score -8504303 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -8504623.000000 Penalty: 5410.145020
	Iteration 14Q: 3 clusters Score -8504623 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -8504928.000000 Penalty: 5410.145020
	Iteration 15Q: 3 clusters Score -8504928 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -8505155.000000 Penalty: 5410.145020
	Iteration 16Q: 3 clusters Score -8505155 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -8505424.000000 Penalty: 5410.145020
	Iteration 17Q: 3 clusters Score -8505424 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -8505630.000000 Penalty: 5410.145020
	Iteration 18Q: 3 clusters Score -8505630 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -8505861.000000 Penalty: 5410.145020
	Iteration 19Q: 3 clusters Score -8505861 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -8505993.000000 Penalty: 5410.145020
	Iteration 20F: 3 clusters Score -8505993 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -8506149.000000 Penalty: 5410.145020
	Iteration 21Q: 3 clusters Score -8506149 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -8506284.000000 Penalty: 5410.145020
	Iteration 22Q: 3 clusters Score -8506284 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -8506419.000000 Penalty: 5410.145020
	Iteration 23Q: 3 clusters Score -8506419 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -8506536.000000 Penalty: 5410.145020
	Iteration 24Q: 3 clusters Score -8506536 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -8506686.000000 Penalty: 5410.145020
	Iteration 25Q: 3 clusters Score -8506686 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -8506746.000000 Penalty: 5410.145020
	Iteration 26Q: 3 clusters Score -8506746 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -8506856.000000 Penalty: 5410.145020
	Iteration 27Q: 3 clusters Score -8506856 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -8507001.000000 Penalty: 5410.145020
	Iteration 28Q: 3 clusters Score -8507001 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8507090.000000 Penalty: 5410.145020
	Iteration 29Q: 3 clusters Score -8507090 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -8507201.000000 Penalty: 5410.145020
	Iteration 30Q: 3 clusters Score -8507201 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8507305.000000 Penalty: 5410.145020
	Iteration 31Q: 3 clusters Score -8507305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -8507400.000000 Penalty: 5410.145020
	Iteration 32Q: 3 clusters Score -8507400 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -8507462.000000 Penalty: 5410.145020
	Iteration 33Q: 3 clusters Score -8507462 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -8507537.000000 Penalty: 5410.145020
	Iteration 34Q: 3 clusters Score -8507537 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -8507615.000000 Penalty: 5410.145020
	Iteration 35Q: 3 clusters Score -8507615 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8507693.000000 Penalty: 5410.145020
	Iteration 36Q: 3 clusters Score -8507693 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8507837.000000 Penalty: 5410.145020
	Iteration 37Q: 3 clusters Score -8507837 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8507907.000000 Penalty: 5410.145020
	Iteration 38Q: 3 clusters Score -8507907 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8508002.000000 Penalty: 5410.145020
	Iteration 39Q: 3 clusters Score -8508002 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -8508120.000000 Penalty: 5410.145020
	Iteration 40F: 3 clusters Score -8508120 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -8508217.000000 Penalty: 5410.145020
	Iteration 41Q: 3 clusters Score -8508217 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -8508353.000000 Penalty: 5410.145020
	Iteration 42Q: 3 clusters Score -8508353 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8508476.000000 Penalty: 5410.145020
	Iteration 43Q: 3 clusters Score -8508476 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -8508591.000000 Penalty: 5410.145020
	Iteration 44Q: 3 clusters Score -8508591 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -8508728.000000 Penalty: 5410.145020
	Iteration 45Q: 3 clusters Score -8508728 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8508838.000000 Penalty: 5410.145020
	Iteration 46Q: 3 clusters Score -8508838 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8508960.000000 Penalty: 5410.145020
	Iteration 47Q: 3 clusters Score -8508960 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8509020.000000 Penalty: 5410.145020
	Iteration 48Q: 3 clusters Score -8509020 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8509161.000000 Penalty: 5410.145020
	Iteration 49Q: 3 clusters Score -8509161 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8509254.000000 Penalty: 5410.145020
	Iteration 50Q: 3 clusters Score -8509254 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8509304.000000 Penalty: 5410.145020
	Iteration 51Q: 3 clusters Score -8509304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8509417.000000 Penalty: 5410.145020
	Iteration 52Q: 3 clusters Score -8509417 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8509481.000000 Penalty: 5410.145020
	Iteration 53Q: 3 clusters Score -8509481 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8509573.000000 Penalty: 5410.145020
	Iteration 54Q: 3 clusters Score -8509573 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8509644.000000 Penalty: 5410.145020
	Iteration 55Q: 3 clusters Score -8509644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8509712.000000 Penalty: 5410.145020
	Iteration 56Q: 3 clusters Score -8509712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8509781.000000 Penalty: 5410.145020
	Iteration 57Q: 3 clusters Score -8509781 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8509849.000000 Penalty: 5410.145020
	Iteration 58Q: 3 clusters Score -8509849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8509919.000000 Penalty: 5410.145020
	Iteration 59Q: 3 clusters Score -8509919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8509951.000000 Penalty: 5410.145020
	Iteration 60F: 3 clusters Score -8509951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8509978.000000 Penalty: 5410.145020
	Iteration 61Q: 3 clusters Score -8509978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8510008.000000 Penalty: 5410.145020
	Iteration 62Q: 3 clusters Score -8510008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8510036.000000 Penalty: 5410.145020
	Iteration 63Q: 3 clusters Score -8510036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8510063.000000 Penalty: 5410.145020
	Iteration 64Q: 3 clusters Score -8510063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8510084.000000 Penalty: 5410.145020
	Iteration 65Q: 3 clusters Score -8510084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8510113.000000 Penalty: 5410.145020
	Iteration 66Q: 3 clusters Score -8510113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8510118.000000 Penalty: 5410.145020
	Iteration 67Q: 3 clusters Score -8510118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8510149.000000 Penalty: 5410.145020
	Iteration 68Q: 3 clusters Score -8510149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8510165.000000 Penalty: 5410.145020
	Iteration 69Q: 3 clusters Score -8510165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8510179.000000 Penalty: 5410.145020
	Iteration 70Q: 3 clusters Score -8510179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8510177.000000 Penalty: 5410.145020
	Iteration 71Q: 3 clusters Score -8510177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8510196.000000 Penalty: 5410.145020
	Iteration 72Q: 3 clusters Score -8510196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8510213.000000 Penalty: 5410.145020
	Iteration 73Q: 3 clusters Score -8510213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8510229.000000 Penalty: 5410.145020
	Iteration 74Q: 3 clusters Score -8510229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8510225.000000 Penalty: 5410.145020
	Iteration 75Q: 3 clusters Score -8510225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8510226.000000 Penalty: 5410.145020
	Iteration 76Q: 3 clusters Score -8510226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8510241.000000 Penalty: 5410.145020
	Iteration 77Q: 3 clusters Score -8510241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8510252.000000 Penalty: 5410.145020
	Iteration 78Q: 3 clusters Score -8510252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8510252.000000 Penalty: 5410.145020
	Iteration 79Q: 3 clusters Score -8510252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8510265.000000 Penalty: 5410.145020
	Iteration 80F: 3 clusters Score -8510265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8510268.000000 Penalty: 5410.145020
	Iteration 81Q: 3 clusters Score -8510268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8510258.000000 Penalty: 5410.145020
	Iteration 82Q: 3 clusters Score -8510258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8510267.000000 Penalty: 5410.145020
	Iteration 83Q: 3 clusters Score -8510267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8510273.000000 Penalty: 5410.145020
	Iteration 84Q: 3 clusters Score -8510273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8510265.000000 Penalty: 5410.145020
	Iteration 85Q: 3 clusters Score -8510265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8510268.000000 Penalty: 5410.145020
	Iteration 86Q: 3 clusters Score -8510268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8510274.000000 Penalty: 5410.145020
	Iteration 87Q: 3 clusters Score -8510274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8510278.000000 Penalty: 5410.145020
	Iteration 88Q: 3 clusters Score -8510278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8510272.000000 Penalty: 5410.145020
	Iteration 89Q: 3 clusters Score -8510272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8510276.000000 Penalty: 5410.145020
	Iteration 90Q: 3 clusters Score -8510276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8510285.000000 Penalty: 5410.145020
	Iteration 91Q: 3 clusters Score -8510285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8510304.000000 Penalty: 5410.145020
	Iteration 92Q: 3 clusters Score -8510304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8510309.000000 Penalty: 5410.145020
	Iteration 93Q: 3 clusters Score -8510309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8510324.000000 Penalty: 5410.145020
	Iteration 94Q: 3 clusters Score -8510324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8510337.000000 Penalty: 5410.145020
	Iteration 95Q: 3 clusters Score -8510337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8510348.000000 Penalty: 5410.145020
	Iteration 96Q: 3 clusters Score -8510348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8510356.000000 Penalty: 5410.145020
	Iteration 97Q: 3 clusters Score -8510356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8510363.000000 Penalty: 5410.145020
	Iteration 98Q: 3 clusters Score -8510363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8510366.000000 Penalty: 5410.145020
	Iteration 99Q: 3 clusters Score -8510366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8510374.000000 Penalty: 5410.145020
	Iteration 100F: 3 clusters Score -8510374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8510377.000000 Penalty: 5410.145020
	Iteration 101Q: 3 clusters Score -8510377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8510389.000000 Penalty: 5410.145020
	Iteration 102Q: 3 clusters Score -8510389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8510380.000000 Penalty: 5410.145020
	Iteration 103Q: 3 clusters Score -8510380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8510388.000000 Penalty: 5410.145020
	Iteration 104Q: 3 clusters Score -8510388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8510396.000000 Penalty: 5410.145020
	Iteration 105Q: 3 clusters Score -8510396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8510393.000000 Penalty: 5410.145020
	Iteration 106Q: 3 clusters Score -8510393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8510393.000000 Penalty: 5410.145020
	Iteration 107Q: 3 clusters Score -8510393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8510389.000000 Penalty: 5410.145020
	Iteration 108Q: 3 clusters Score -8510389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8510396.000000 Penalty: 5410.145020
	Iteration 109Q: 3 clusters Score -8510396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8510399.000000 Penalty: 5410.145020
	Iteration 110Q: 3 clusters Score -8510399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8510399.000000 Penalty: 5410.145020
	Iteration 111Q: 3 clusters Score -8510399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8510396.000000 Penalty: 5410.145020
	Iteration 112Q: 3 clusters Score -8510396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8510395.000000 Penalty: 5410.145020
	Iteration 113Q: 3 clusters Score -8510395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8510397.000000 Penalty: 5410.145020
	Iteration 114Q: 3 clusters Score -8510397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8510400.000000 Penalty: 5410.145020
	Iteration 115Q: 3 clusters Score -8510400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8510401.000000 Penalty: 5410.145020
	Iteration 116Q: 3 clusters Score -8510401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8510409.000000 Penalty: 5410.145020
	Iteration 117Q: 3 clusters Score -8510409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8510406.000000 Penalty: 5410.145020
	Iteration 118Q: 3 clusters Score -8510406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8510410.000000 Penalty: 5410.145020
	Iteration 119Q: 3 clusters Score -8510410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8510406.000000 Penalty: 5410.145020
	Iteration 120F: 3 clusters Score -8510406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8510396.000000 Penalty: 5410.145020
	Iteration 121Q: 3 clusters Score -8510396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8510396.000000 Penalty: 5410.145020
	Iteration 122F: 3 clusters Score -8510396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Entering Unmasked Estep 
Score: -6293098.500000 Penalty: 2639.468262
	Iteration 0F: 2 clusters Score -6293098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -6264745.000000 Penalty: 5278.936523
	Iteration 0F: 3 clusters Score -6264745 nChanged 19067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6275463.000000 Penalty: 5278.936523
	Iteration 1F: 3 clusters Score -6275463 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6276180.500000 Penalty: 5278.936523
	Iteration 2Q: 3 clusters Score -6276180 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -6276824.000000 Penalty: 5278.936523
	Iteration 3Q: 3 clusters Score -6276824 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6277511.500000 Penalty: 5278.936523
	Iteration 4Q: 3 clusters Score -6277512 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -6278222.500000 Penalty: 5278.936523
	Iteration 5Q: 3 clusters Score -6278222 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -6279160.000000 Penalty: 5278.936523
	Iteration 6Q: 3 clusters Score -6279160 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -6280283.000000 Penalty: 5278.936523
	Iteration 7F: 3 clusters Score -6280283 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -6281653.000000 Penalty: 5278.936523
	Iteration 8F: 3 clusters Score -6281653 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6283014.500000 Penalty: 5278.936523
	Iteration 9F: 3 clusters Score -6283014 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -6284190.500000 Penalty: 5278.936523
	Iteration 10F: 3 clusters Score -6284190 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -6285052.500000 Penalty: 5278.936523
	Iteration 11Q: 3 clusters Score -6285052 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6285777.000000 Penalty: 5278.936523
	Iteration 12Q: 3 clusters Score -6285777 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -6286319.500000 Penalty: 5278.936523
	Iteration 13Q: 3 clusters Score -6286320 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -6286772.500000 Penalty: 5278.936523
	Iteration 14Q: 3 clusters Score -6286772 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6287229.000000 Penalty: 5278.936523
	Iteration 15Q: 3 clusters Score -6287229 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -6287670.000000 Penalty: 5278.936523
	Iteration 16Q: 3 clusters Score -6287670 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6288096.000000 Penalty: 5278.936523
	Iteration 17Q: 3 clusters Score -6288096 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -6288545.500000 Penalty: 5278.936523
	Iteration 18Q: 3 clusters Score -6288546 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -6288926.500000 Penalty: 5278.936523
	Iteration 19Q: 3 clusters Score -6288926 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -6289224.500000 Penalty: 5278.936523
	Iteration 20F: 3 clusters Score -6289224 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6289453.000000 Penalty: 5278.936523
	Iteration 21Q: 3 clusters Score -6289453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6289664.000000 Penalty: 5278.936523
	Iteration 22Q: 3 clusters Score -6289664 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -6289875.500000 Penalty: 5278.936523
	Iteration 23Q: 3 clusters Score -6289876 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -6289976.000000 Penalty: 5278.936523
	Iteration 24Q: 3 clusters Score -6289976 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -6290067.500000 Penalty: 5278.936523
	Iteration 25Q: 3 clusters Score -6290068 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6290155.000000 Penalty: 5278.936523
	Iteration 26Q: 3 clusters Score -6290155 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -6290216.500000 Penalty: 5278.936523
	Iteration 27Q: 3 clusters Score -6290216 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6290272.500000 Penalty: 5278.936523
	Iteration 28Q: 3 clusters Score -6290272 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6290365.000000 Penalty: 5278.936523
	Iteration 29Q: 3 clusters Score -6290365 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -6290436.000000 Penalty: 5278.936523
	Iteration 30Q: 3 clusters Score -6290436 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6290507.500000 Penalty: 5278.936523
	Iteration 31Q: 3 clusters Score -6290508 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6290598.000000 Penalty: 5278.936523
	Iteration 32Q: 3 clusters Score -6290598 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6290699.000000 Penalty: 5278.936523
	Iteration 33Q: 3 clusters Score -6290699 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6290760.500000 Penalty: 5278.936523
	Iteration 34Q: 3 clusters Score -6290760 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6290813.000000 Penalty: 5278.936523
	Iteration 35Q: 3 clusters Score -6290813 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6290856.500000 Penalty: 5278.936523
	Iteration 36Q: 3 clusters Score -6290856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6290914.500000 Penalty: 5278.936523
	Iteration 37Q: 3 clusters Score -6290914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6290951.500000 Penalty: 5278.936523
	Iteration 38Q: 3 clusters Score -6290952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6291007.000000 Penalty: 5278.936523
	Iteration 39Q: 3 clusters Score -6291007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6291039.000000 Penalty: 5278.936523
	Iteration 40F: 3 clusters Score -6291039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6291071.000000 Penalty: 5278.936523
	Iteration 41Q: 3 clusters Score -6291071 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6291117.000000 Penalty: 5278.936523
	Iteration 42Q: 3 clusters Score -6291117 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6291153.500000 Penalty: 5278.936523
	Iteration 43Q: 3 clusters Score -6291154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6291197.000000 Penalty: 5278.936523
	Iteration 44Q: 3 clusters Score -6291197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6291217.500000 Penalty: 5278.936523
	Iteration 45Q: 3 clusters Score -6291218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6291228.500000 Penalty: 5278.936523
	Iteration 46Q: 3 clusters Score -6291228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6291248.500000 Penalty: 5278.936523
	Iteration 47Q: 3 clusters Score -6291248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6291264.500000 Penalty: 5278.936523
	Iteration 48Q: 3 clusters Score -6291264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6291256.500000 Penalty: 5278.936523
	Iteration 49Q: 3 clusters Score -6291256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6291252.000000 Penalty: 5278.936523
	Iteration 50Q: 3 clusters Score -6291252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6291249.500000 Penalty: 5278.936523
	Iteration 51Q: 3 clusters Score -6291250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6291266.000000 Penalty: 5278.936523
	Iteration 52Q: 3 clusters Score -6291266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -6291281.500000 Penalty: 5278.936523
	Iteration 53Q: 3 clusters Score -6291282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6291280.000000 Penalty: 5278.936523
	Iteration 54Q: 3 clusters Score -6291280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6291296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6291320.000000 Penalty: 5278.936523
	Iteration 56Q: 3 clusters Score -6291320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6291327.500000 Penalty: 5278.936523
	Iteration 57Q: 3 clusters Score -6291328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6291336.000000 Penalty: 5278.936523
	Iteration 58Q: 3 clusters Score -6291336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6291348.500000 Penalty: 5278.936523
	Iteration 59Q: 3 clusters Score -6291348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6291346.000000 Penalty: 5278.936523
	Iteration 60F: 3 clusters Score -6291346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6291354.000000 Penalty: 5278.936523
	Iteration 61Q: 3 clusters Score -6291354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6291351.500000 Penalty: 5278.936523
	Iteration 62Q: 3 clusters Score -6291352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6291357.000000 Penalty: 5278.936523
	Iteration 63Q: 3 clusters Score -6291357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6291346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6291350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6291342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6291364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6291376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6291370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6291374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6291385.000000 Penalty: 5278.936523
	Iteration 71Q: 3 clusters Score -6291385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6291394.000000 Penalty: 5278.936523
	Iteration 72Q: 3 clusters Score -6291394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6291413.500000 Penalty: 5278.936523
	Iteration 73Q: 3 clusters Score -6291414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6291421.000000 Penalty: 5278.936523
	Iteration 74Q: 3 clusters Score -6291421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6291424.500000 Penalty: 5278.936523
	Iteration 75Q: 3 clusters Score -6291424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6291421.000000 Penalty: 5278.936523
	Iteration 76Q: 3 clusters Score -6291421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6291427.500000 Penalty: 5278.936523
	Iteration 77Q: 3 clusters Score -6291428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6291435.500000 Penalty: 5278.936523
	Iteration 78Q: 3 clusters Score -6291436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6291428.500000 Penalty: 5278.936523
	Iteration 79Q: 3 clusters Score -6291428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6291437.500000 Penalty: 5278.936523
	Iteration 80F: 3 clusters Score -6291438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6291425.000000 Penalty: 5278.936523
	Iteration 81Q: 3 clusters Score -6291425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6291438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6291441.000000 Penalty: 5278.936523
	Iteration 83Q: 3 clusters Score -6291441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6291456.500000 Penalty: 5278.936523
	Iteration 84Q: 3 clusters Score -6291456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6291463.500000 Penalty: 5278.936523
	Iteration 85Q: 3 clusters Score -6291464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6291467.500000 Penalty: 5278.936523
	Iteration 86Q: 3 clusters Score -6291468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6291487.500000 Penalty: 5278.936523
	Iteration 87Q: 3 clusters Score -6291488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6291499.500000 Penalty: 5278.936523
	Iteration 88Q: 3 clusters Score -6291500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6291498.000000 Penalty: 5278.936523
	Iteration 89Q: 3 clusters Score -6291498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6291494.500000 Penalty: 5278.936523
	Iteration 90Q: 3 clusters Score -6291494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6291504.000000 Penalty: 5278.936523
	Iteration 91Q: 3 clusters Score -6291504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6291511.000000 Penalty: 5278.936523
	Iteration 92Q: 3 clusters Score -6291511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6291532.500000 Penalty: 5278.936523
	Iteration 93Q: 3 clusters Score -6291532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6291536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6291547.000000 Penalty: 5278.936523
	Iteration 95Q: 3 clusters Score -6291547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6291568.000000 Penalty: 5278.936523
	Iteration 96Q: 3 clusters Score -6291568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6291582.500000 Penalty: 5278.936523
	Iteration 97Q: 3 clusters Score -6291582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6291587.500000 Penalty: 5278.936523
	Iteration 98Q: 3 clusters Score -6291588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6291602.500000 Penalty: 5278.936523
	Iteration 99Q: 3 clusters Score -6291602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6291611.000000 Penalty: 5278.936523
	Iteration 100F: 3 clusters Score -6291611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6291607.500000 Penalty: 5278.936523
	Iteration 101Q: 3 clusters Score -6291608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6291618.500000 Penalty: 5278.936523
	Iteration 102Q: 3 clusters Score -6291618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6291623.000000 Penalty: 5278.936523
	Iteration 103Q: 3 clusters Score -6291623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6291628.500000 Penalty: 5278.936523
	Iteration 104Q: 3 clusters Score -6291628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6291627.000000 Penalty: 5278.936523
	Iteration 105Q: 3 clusters Score -6291627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6291631.000000 Penalty: 5278.936523
	Iteration 106Q: 3 clusters Score -6291631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6291622.500000 Penalty: 5278.936523
	Iteration 107Q: 3 clusters Score -6291622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6291622.500000 Penalty: 5278.936523
	Iteration 108Q: 3 clusters Score -6291622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6291625.500000 Penalty: 5278.936523
	Iteration 109Q: 3 clusters Score -6291626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6291629.500000 Penalty: 5278.936523
	Iteration 110Q: 3 clusters Score -6291630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6291629.500000 Penalty: 5278.936523
	Iteration 111Q: 3 clusters Score -6291630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6291632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6291631.000000 Penalty: 5278.936523
	Iteration 113Q: 3 clusters Score -6291631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6291632.000000 Penalty: 5278.936523
	Iteration 114Q: 3 clusters Score -6291632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6291632.000000 Penalty: 5278.936523
	Iteration 115Q: 3 clusters Score -6291632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6291637.000000 Penalty: 5278.936523
	Iteration 116Q: 3 clusters Score -6291637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6291632.000000 Penalty: 5278.936523
	Iteration 117Q: 3 clusters Score -6291632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6291628.500000 Penalty: 5278.936523
	Iteration 118Q: 3 clusters Score -6291628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6291628.500000 Penalty: 5278.936523
	Iteration 119F: 3 clusters Score -6291628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107514 members 
Entering Unmasked Estep 
Score: -16544740.000000 Penalty: 2873.173340
	Iteration 0F: 2 clusters Score -1.654474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.647565e+07 nChanged 51040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.650538e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -16507431.000000 Penalty: 5746.346680
	Iteration 2Q: 3 clusters Score -1.650743e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -16510950.000000 Penalty: 5746.346680
	Iteration 3F: 3 clusters Score -1.651095e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -16516742.000000 Penalty: 5746.346680
	Iteration 4F: 3 clusters Score -1.651674e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -16524274.000000 Penalty: 5746.346680
	Iteration 5F: 3 clusters Score -1.652427e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -16531919.000000 Penalty: 5746.346680
	Iteration 6F: 3 clusters Score -1.653192e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -16537372.000000 Penalty: 5746.346680
	Iteration 7F: 3 clusters Score -1.653737e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -16539689.000000 Penalty: 5746.346680
	Iteration 8Q: 3 clusters Score -1.653969e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -16540413.000000 Penalty: 5746.346680
	Iteration 9Q: 3 clusters Score -1.654041e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -16540789.000000 Penalty: 5746.346680
	Iteration 10Q: 3 clusters Score -1.654079e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -16541072.000000 Penalty: 5746.346680
	Iteration 11Q: 3 clusters Score -1.654107e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -16541423.000000 Penalty: 5746.346680
	Iteration 12Q: 3 clusters Score -1.654142e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -16541756.000000 Penalty: 5746.346680
	Iteration 13Q: 3 clusters Score -1.654176e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -16541932.000000 Penalty: 5746.346680
	Iteration 14Q: 3 clusters Score -1.654193e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -16542085.000000 Penalty: 5746.346680
	Iteration 15Q: 3 clusters Score -1.654208e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -16542213.000000 Penalty: 5746.346680
	Iteration 16Q: 3 clusters Score -1.654221e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -16542429.000000 Penalty: 5746.346680
	Iteration 17Q: 3 clusters Score -1.654243e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -16542534.000000 Penalty: 5746.346680
	Iteration 18Q: 3 clusters Score -1.654253e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -16542706.000000 Penalty: 5746.346680
	Iteration 19Q: 3 clusters Score -1.654271e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -16542874.000000 Penalty: 5746.346680
	Iteration 20F: 3 clusters Score -1.654287e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -16543003.000000 Penalty: 5746.346680
	Iteration 21Q: 3 clusters Score -1.6543e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -16543221.000000 Penalty: 5746.346680
	Iteration 22Q: 3 clusters Score -1.654322e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -16543332.000000 Penalty: 5746.346680
	Iteration 23Q: 3 clusters Score -1.654333e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -16543447.000000 Penalty: 5746.346680
	Iteration 24Q: 3 clusters Score -1.654345e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95932 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -16543607.000000 Penalty: 5746.346680
	Iteration 25Q: 3 clusters Score -1.654361e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -16543678.000000 Penalty: 5746.346680
	Iteration 26Q: 3 clusters Score -1.654368e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -16543688.000000 Penalty: 5746.346680
	Iteration 27Q: 3 clusters Score -1.654369e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -16543768.000000 Penalty: 5746.346680
	Iteration 28Q: 3 clusters Score -1.654377e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -16543766.000000 Penalty: 5746.346680
	Iteration 29Q: 3 clusters Score -1.654377e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -16543734.000000 Penalty: 5746.346680
	Iteration 30Q: 3 clusters Score -1.654373e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -16543717.000000 Penalty: 5746.346680
	Iteration 31Q: 3 clusters Score -1.654372e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -16543744.000000 Penalty: 5746.346680
	Iteration 32Q: 3 clusters Score -1.654374e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -16543749.000000 Penalty: 5746.346680
	Iteration 33Q: 3 clusters Score -1.654375e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -16543722.000000 Penalty: 5746.346680
	Iteration 34Q: 3 clusters Score -1.654372e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -16543604.000000 Penalty: 5746.346680
	Iteration 35Q: 3 clusters Score -1.65436e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -16543557.000000 Penalty: 5746.346680
	Iteration 36Q: 3 clusters Score -1.654356e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -16543523.000000 Penalty: 5746.346680
	Iteration 37Q: 3 clusters Score -1.654352e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -16543466.000000 Penalty: 5746.346680
	Iteration 38Q: 3 clusters Score -1.654347e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -16543403.000000 Penalty: 5746.346680
	Iteration 39Q: 3 clusters Score -1.65434e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -16543355.000000 Penalty: 5746.346680
	Iteration 40F: 3 clusters Score -1.654336e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -16543311.000000 Penalty: 5746.346680
	Iteration 41Q: 3 clusters Score -1.654331e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -16543250.000000 Penalty: 5746.346680
	Iteration 42Q: 3 clusters Score -1.654325e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -16543199.000000 Penalty: 5746.346680
	Iteration 43Q: 3 clusters Score -1.65432e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16543113.000000 Penalty: 5746.346680
	Iteration 44Q: 3 clusters Score -1.654311e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -16543111.000000 Penalty: 5746.346680
	Iteration 45Q: 3 clusters Score -1.654311e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -16543091.000000 Penalty: 5746.346680
	Iteration 46Q: 3 clusters Score -1.654309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105593 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -16543050.000000 Penalty: 5746.346680
	Iteration 47Q: 3 clusters Score -1.654305e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -16543041.000000 Penalty: 5746.346680
	Iteration 48Q: 3 clusters Score -1.654304e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16543028.000000 Penalty: 5746.346680
	Iteration 49Q: 3 clusters Score -1.654303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16543009.000000 Penalty: 5746.346680
	Iteration 50Q: 3 clusters Score -1.654301e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16543047.000000 Penalty: 5746.346680
	Iteration 51Q: 3 clusters Score -1.654305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16543032.000000 Penalty: 5746.346680
	Iteration 52Q: 3 clusters Score -1.654303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16543017.000000 Penalty: 5746.346680
	Iteration 53Q: 3 clusters Score -1.654302e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16543026.000000 Penalty: 5746.346680
	Iteration 54Q: 3 clusters Score -1.654303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16542992.000000 Penalty: 5746.346680
	Iteration 55Q: 3 clusters Score -1.654299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16543009.000000 Penalty: 5746.346680
	Iteration 56Q: 3 clusters Score -1.654301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16543011.000000 Penalty: 5746.346680
	Iteration 57Q: 3 clusters Score -1.654301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16543022.000000 Penalty: 5746.346680
	Iteration 58Q: 3 clusters Score -1.654302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16543006.000000 Penalty: 5746.346680
	Iteration 59Q: 3 clusters Score -1.654301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -16543013.000000 Penalty: 5746.346680
	Iteration 60F: 3 clusters Score -1.654301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16543005.000000 Penalty: 5746.346680
	Iteration 61Q: 3 clusters Score -1.6543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16543010.000000 Penalty: 5746.346680
	Iteration 62Q: 3 clusters Score -1.654301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -16543000.000000 Penalty: 5746.346680
	Iteration 63Q: 3 clusters Score -1.6543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16542999.000000 Penalty: 5746.346680
	Iteration 64Q: 3 clusters Score -1.6543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16542977.000000 Penalty: 5746.346680
	Iteration 65Q: 3 clusters Score -1.654298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16542991.000000 Penalty: 5746.346680
	Iteration 66Q: 3 clusters Score -1.654299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16542989.000000 Penalty: 5746.346680
	Iteration 67Q: 3 clusters Score -1.654299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16542995.000000 Penalty: 5746.346680
	Iteration 68Q: 3 clusters Score -1.6543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16543002.000000 Penalty: 5746.346680
	Iteration 69Q: 3 clusters Score -1.6543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -16542998.000000 Penalty: 5746.346680
	Iteration 70Q: 3 clusters Score -1.6543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16543000.000000 Penalty: 5746.346680
	Iteration 71Q: 3 clusters Score -1.6543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16542997.000000 Penalty: 5746.346680
	Iteration 72Q: 3 clusters Score -1.6543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16543013.000000 Penalty: 5746.346680
	Iteration 73Q: 3 clusters Score -1.654301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16543011.000000 Penalty: 5746.346680
	Iteration 74Q: 3 clusters Score -1.654301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16543003.000000 Penalty: 5746.346680
	Iteration 75Q: 3 clusters Score -1.6543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16542993.000000 Penalty: 5746.346680
	Iteration 76Q: 3 clusters Score -1.654299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16542992.000000 Penalty: 5746.346680
	Iteration 77Q: 3 clusters Score -1.654299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16542997.000000 Penalty: 5746.346680
	Iteration 78Q: 3 clusters Score -1.6543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16542997.000000 Penalty: 5746.346680
	Iteration 79F: 3 clusters Score -1.6543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Entering Unmasked Estep 
Score: -7466990.000000 Penalty: 2681.413086
	Iteration 0F: 2 clusters Score -7466990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -7433688.500000 Penalty: 5362.826172
	Iteration 0F: 3 clusters Score -7433688 nChanged 22907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -7446253.500000 Penalty: 5362.826172
	Iteration 1F: 3 clusters Score -7446254 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -7446755.000000 Penalty: 5362.826172
	Iteration 2Q: 3 clusters Score -7446755 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7447355.500000 Penalty: 5362.826172
	Iteration 3Q: 3 clusters Score -7447356 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -7448140.500000 Penalty: 5362.826172
	Iteration 4Q: 3 clusters Score -7448140 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -7449305.500000 Penalty: 5362.826172
	Iteration 5Q: 3 clusters Score -7449306 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -7451076.000000 Penalty: 5362.826172
	Iteration 6F: 3 clusters Score -7451076 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -7453812.000000 Penalty: 5362.826172
	Iteration 7F: 3 clusters Score -7453812 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -7457386.000000 Penalty: 5362.826172
	Iteration 8F: 3 clusters Score -7457386 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -7460782.000000 Penalty: 5362.826172
	Iteration 9F: 3 clusters Score -7460782 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -7462937.500000 Penalty: 5362.826172
	Iteration 10Q: 3 clusters Score -7462938 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -7463917.500000 Penalty: 5362.826172
	Iteration 11Q: 3 clusters Score -7463918 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -7464334.000000 Penalty: 5362.826172
	Iteration 12Q: 3 clusters Score -7464334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -7464516.500000 Penalty: 5362.826172
	Iteration 13Q: 3 clusters Score -7464516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -7464592.000000 Penalty: 5362.826172
	Iteration 14Q: 3 clusters Score -7464592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -7464634.000000 Penalty: 5362.826172
	Iteration 15Q: 3 clusters Score -7464634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -7464656.000000 Penalty: 5362.826172
	Iteration 16Q: 3 clusters Score -7464656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -7464666.500000 Penalty: 5362.826172
	Iteration 17Q: 3 clusters Score -7464666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -7464672.500000 Penalty: 5362.826172
	Iteration 18Q: 3 clusters Score -7464672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -7464672.500000 Penalty: 5362.826172
	Iteration 19F: 3 clusters Score -7464672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -7464672.000000 Penalty: 5362.826172
	Iteration 20F: 3 clusters Score -7464672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -7464675.000000 Penalty: 5362.826172
	Iteration 21Q: 3 clusters Score -7464675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -7464679.000000 Penalty: 5362.826172
	Iteration 22Q: 3 clusters Score -7464679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -7464679.000000 Penalty: 5362.826172
	Iteration 23F: 3 clusters Score -7464679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 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 501 members 
Entering Unmasked Estep 
Score: -133873.671875 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133873.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134266.796875 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134266.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134458.031250 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134629.781250 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134629.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134788.859375 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -134788.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134969.625000 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -134969.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -135174.203125 Penalty: 3416.731934
	Iteration 6F: 3 clusters Score -135174.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135427.359375 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135427.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135824.187500 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135824.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136137.406250 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -136137.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136215.546875 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -136215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136239.359375 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -136239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136242.156250 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -136242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136243.093750 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -136243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136243.093750 Penalty: 3416.731934
	Iteration 14F: 3 clusters Score -136243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64850 members 
Mstep: Class 5 contains 106896 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 43808 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 41899 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101726 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
Score: -137787168.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137788096.000000 to -137787168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -807832.062500 Penalty: 2135.630127
	Iteration 0F: 2 clusters Score -807832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -803009.812500 Penalty: 4271.260254
	Iteration 0F: 3 clusters Score -803009.8 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -804223.375000 Penalty: 4271.260254
	Iteration 1F: 3 clusters Score -804223.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -804514.750000 Penalty: 4271.260254
	Iteration 2F: 3 clusters Score -804514.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -804733.437500 Penalty: 4271.260254
	Iteration 3F: 3 clusters Score -804733.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -804905.812500 Penalty: 4271.260254
	Iteration 4F: 3 clusters Score -804905.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -805076.250000 Penalty: 4271.260254
	Iteration 5Q: 3 clusters Score -805076.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -805264.250000 Penalty: 4271.260254
	Iteration 6Q: 3 clusters Score -805264.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -805523.062500 Penalty: 4271.260254
	Iteration 7F: 3 clusters Score -805523.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -805845.812500 Penalty: 4271.260254
	Iteration 8F: 3 clusters Score -805845.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -806147.437500 Penalty: 4271.260254
	Iteration 9F: 3 clusters Score -806147.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -806398.375000 Penalty: 4271.260254
	Iteration 10Q: 3 clusters Score -806398.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -806583.062500 Penalty: 4271.260254
	Iteration 11Q: 3 clusters Score -806583.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -806686.062500 Penalty: 4271.260254
	Iteration 12Q: 3 clusters Score -806686.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -806754.000000 Penalty: 4271.260254
	Iteration 13Q: 3 clusters Score -806754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -806806.312500 Penalty: 4271.260254
	Iteration 14Q: 3 clusters Score -806806.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -806847.062500 Penalty: 4271.260254
	Iteration 15Q: 3 clusters Score -806847.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -806874.812500 Penalty: 4271.260254
	Iteration 16Q: 3 clusters Score -806874.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -806892.875000 Penalty: 4271.260254
	Iteration 17Q: 3 clusters Score -806892.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -806907.437500 Penalty: 4271.260254
	Iteration 18Q: 3 clusters Score -806907.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -806913.250000 Penalty: 4271.260254
	Iteration 19Q: 3 clusters Score -806913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -806916.875000 Penalty: 4271.260254
	Iteration 20F: 3 clusters Score -806916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -806920.375000 Penalty: 4271.260254
	Iteration 21Q: 3 clusters Score -806920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -806921.562500 Penalty: 4271.260254
	Iteration 22Q: 3 clusters Score -806921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -806921.437500 Penalty: 4271.260254
	Iteration 23Q: 3 clusters Score -806921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -806921.437500 Penalty: 4271.260254
	Iteration 24F: 3 clusters Score -806921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Entering Unmasked Estep 
Score: -15662274.000000 Penalty: 2859.449463
	Iteration 0F: 2 clusters Score -1.566227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -15598287.000000 Penalty: 5718.898926
	Iteration 0F: 3 clusters Score -1.559829e+07 nChanged 47996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -15625829.000000 Penalty: 5718.898926
	Iteration 1F: 3 clusters Score -1.562583e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -15626743.000000 Penalty: 5718.898926
	Iteration 2Q: 3 clusters Score -1.562674e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -15627879.000000 Penalty: 5718.898926
	Iteration 3Q: 3 clusters Score -1.562788e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -15629416.000000 Penalty: 5718.898926
	Iteration 4Q: 3 clusters Score -1.562942e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -15631313.000000 Penalty: 5718.898926
	Iteration 5Q: 3 clusters Score -1.563131e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -15634058.000000 Penalty: 5718.898926
	Iteration 6Q: 3 clusters Score -1.563406e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -15637207.000000 Penalty: 5718.898926
	Iteration 7F: 3 clusters Score -1.563721e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -15640333.000000 Penalty: 5718.898926
	Iteration 8F: 3 clusters Score -1.564033e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -15643178.000000 Penalty: 5718.898926
	Iteration 9F: 3 clusters Score -1.564318e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -15645778.000000 Penalty: 5718.898926
	Iteration 10Q: 3 clusters Score -1.564578e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -15647683.000000 Penalty: 5718.898926
	Iteration 11Q: 3 clusters Score -1.564768e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -15649171.000000 Penalty: 5718.898926
	Iteration 12Q: 3 clusters Score -1.564917e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -15650238.000000 Penalty: 5718.898926
	Iteration 13Q: 3 clusters Score -1.565024e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -15650822.000000 Penalty: 5718.898926
	Iteration 14Q: 3 clusters Score -1.565082e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -15651211.000000 Penalty: 5718.898926
	Iteration 15Q: 3 clusters Score -1.565121e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -15651396.000000 Penalty: 5718.898926
	Iteration 16Q: 3 clusters Score -1.56514e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -15651591.000000 Penalty: 5718.898926
	Iteration 17Q: 3 clusters Score -1.565159e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -15651672.000000 Penalty: 5718.898926
	Iteration 18Q: 3 clusters Score -1.565167e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -15651766.000000 Penalty: 5718.898926
	Iteration 19Q: 3 clusters Score -1.565177e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -15651855.000000 Penalty: 5718.898926
	Iteration 20F: 3 clusters Score -1.565186e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -15651900.000000 Penalty: 5718.898926
	Iteration 21Q: 3 clusters Score -1.56519e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -15651992.000000 Penalty: 5718.898926
	Iteration 22Q: 3 clusters Score -1.565199e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -15651984.000000 Penalty: 5718.898926
	Iteration 23Q: 3 clusters Score -1.565198e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -15651957.000000 Penalty: 5718.898926
	Iteration 24Q: 3 clusters Score -1.565196e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -15651969.000000 Penalty: 5718.898926
	Iteration 25Q: 3 clusters Score -1.565197e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -15651979.000000 Penalty: 5718.898926
	Iteration 26Q: 3 clusters Score -1.565198e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -15651988.000000 Penalty: 5718.898926
	Iteration 27Q: 3 clusters Score -1.565199e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -15652040.000000 Penalty: 5718.898926
	Iteration 28Q: 3 clusters Score -1.565204e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -15652099.000000 Penalty: 5718.898926
	Iteration 29Q: 3 clusters Score -1.56521e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -15652172.000000 Penalty: 5718.898926
	Iteration 30Q: 3 clusters Score -1.565217e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -15652225.000000 Penalty: 5718.898926
	Iteration 31Q: 3 clusters Score -1.565222e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -15652298.000000 Penalty: 5718.898926
	Iteration 32Q: 3 clusters Score -1.56523e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -15652371.000000 Penalty: 5718.898926
	Iteration 33Q: 3 clusters Score -1.565237e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -15652363.000000 Penalty: 5718.898926
	Iteration 34Q: 3 clusters Score -1.565236e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -15652425.000000 Penalty: 5718.898926
	Iteration 35Q: 3 clusters Score -1.565242e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -15652473.000000 Penalty: 5718.898926
	Iteration 36Q: 3 clusters Score -1.565247e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -15652468.000000 Penalty: 5718.898926
	Iteration 37Q: 3 clusters Score -1.565247e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -15652459.000000 Penalty: 5718.898926
	Iteration 38Q: 3 clusters Score -1.565246e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -15652480.000000 Penalty: 5718.898926
	Iteration 39Q: 3 clusters Score -1.565248e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -15652537.000000 Penalty: 5718.898926
	Iteration 40F: 3 clusters Score -1.565254e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -15652534.000000 Penalty: 5718.898926
	Iteration 41Q: 3 clusters Score -1.565253e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -15652551.000000 Penalty: 5718.898926
	Iteration 42Q: 3 clusters Score -1.565255e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -15652546.000000 Penalty: 5718.898926
	Iteration 43Q: 3 clusters Score -1.565255e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -15652587.000000 Penalty: 5718.898926
	Iteration 44Q: 3 clusters Score -1.565259e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -15652695.000000 Penalty: 5718.898926
	Iteration 45Q: 3 clusters Score -1.56527e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -15652716.000000 Penalty: 5718.898926
	Iteration 46Q: 3 clusters Score -1.565272e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -15652751.000000 Penalty: 5718.898926
	Iteration 47Q: 3 clusters Score -1.565275e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -15652833.000000 Penalty: 5718.898926
	Iteration 48Q: 3 clusters Score -1.565283e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -15652862.000000 Penalty: 5718.898926
	Iteration 49Q: 3 clusters Score -1.565286e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -15652907.000000 Penalty: 5718.898926
	Iteration 50Q: 3 clusters Score -1.565291e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -15652942.000000 Penalty: 5718.898926
	Iteration 51Q: 3 clusters Score -1.565294e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -15653017.000000 Penalty: 5718.898926
	Iteration 52Q: 3 clusters Score -1.565302e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -15653033.000000 Penalty: 5718.898926
	Iteration 53Q: 3 clusters Score -1.565303e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -15653082.000000 Penalty: 5718.898926
	Iteration 54Q: 3 clusters Score -1.565308e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -15653169.000000 Penalty: 5718.898926
	Iteration 55Q: 3 clusters Score -1.565317e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -15653275.000000 Penalty: 5718.898926
	Iteration 56Q: 3 clusters Score -1.565328e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -15653334.000000 Penalty: 5718.898926
	Iteration 57Q: 3 clusters Score -1.565333e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -15653349.000000 Penalty: 5718.898926
	Iteration 58Q: 3 clusters Score -1.565335e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -15653431.000000 Penalty: 5718.898926
	Iteration 59Q: 3 clusters Score -1.565343e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -15653503.000000 Penalty: 5718.898926
	Iteration 60F: 3 clusters Score -1.56535e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -15653628.000000 Penalty: 5718.898926
	Iteration 61Q: 3 clusters Score -1.565363e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -15653716.000000 Penalty: 5718.898926
	Iteration 62Q: 3 clusters Score -1.565372e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -15653811.000000 Penalty: 5718.898926
	Iteration 63Q: 3 clusters Score -1.565381e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -15653942.000000 Penalty: 5718.898926
	Iteration 64Q: 3 clusters Score -1.565394e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -15654151.000000 Penalty: 5718.898926
	Iteration 65Q: 3 clusters Score -1.565415e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -15654244.000000 Penalty: 5718.898926
	Iteration 66Q: 3 clusters Score -1.565424e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -15654388.000000 Penalty: 5718.898926
	Iteration 67Q: 3 clusters Score -1.565439e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -15654552.000000 Penalty: 5718.898926
	Iteration 68Q: 3 clusters Score -1.565455e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -15654801.000000 Penalty: 5718.898926
	Iteration 69Q: 3 clusters Score -1.56548e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -15655055.000000 Penalty: 5718.898926
	Iteration 70Q: 3 clusters Score -1.565506e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -15655292.000000 Penalty: 5718.898926
	Iteration 71Q: 3 clusters Score -1.565529e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -15655575.000000 Penalty: 5718.898926
	Iteration 72Q: 3 clusters Score -1.565558e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -15655939.000000 Penalty: 5718.898926
	Iteration 73Q: 3 clusters Score -1.565594e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -15656310.000000 Penalty: 5718.898926
	Iteration 74Q: 3 clusters Score -1.565631e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -15656675.000000 Penalty: 5718.898926
	Iteration 75Q: 3 clusters Score -1.565668e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -15657027.000000 Penalty: 5718.898926
	Iteration 76Q: 3 clusters Score -1.565703e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -15657491.000000 Penalty: 5718.898926
	Iteration 77Q: 3 clusters Score -1.565749e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -15657921.000000 Penalty: 5718.898926
	Iteration 78Q: 3 clusters Score -1.565792e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -15658401.000000 Penalty: 5718.898926
	Iteration 79Q: 3 clusters Score -1.56584e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -15658756.000000 Penalty: 5718.898926
	Iteration 80F: 3 clusters Score -1.565876e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -15659140.000000 Penalty: 5718.898926
	Iteration 81Q: 3 clusters Score -1.565914e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -15659406.000000 Penalty: 5718.898926
	Iteration 82Q: 3 clusters Score -1.565941e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -15659598.000000 Penalty: 5718.898926
	Iteration 83Q: 3 clusters Score -1.56596e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -15659754.000000 Penalty: 5718.898926
	Iteration 84Q: 3 clusters Score -1.565975e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -15659830.000000 Penalty: 5718.898926
	Iteration 85Q: 3 clusters Score -1.565983e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -15659891.000000 Penalty: 5718.898926
	Iteration 86Q: 3 clusters Score -1.565989e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -15659945.000000 Penalty: 5718.898926
	Iteration 87Q: 3 clusters Score -1.565994e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -15659991.000000 Penalty: 5718.898926
	Iteration 88Q: 3 clusters Score -1.565999e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -15660051.000000 Penalty: 5718.898926
	Iteration 89Q: 3 clusters Score -1.566005e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -15660106.000000 Penalty: 5718.898926
	Iteration 90Q: 3 clusters Score -1.566011e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15660120.000000 Penalty: 5718.898926
	Iteration 91Q: 3 clusters Score -1.566012e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -15660139.000000 Penalty: 5718.898926
	Iteration 92Q: 3 clusters Score -1.566014e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -15660161.000000 Penalty: 5718.898926
	Iteration 93Q: 3 clusters Score -1.566016e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -15660192.000000 Penalty: 5718.898926
	Iteration 94Q: 3 clusters Score -1.566019e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15660189.000000 Penalty: 5718.898926
	Iteration 95Q: 3 clusters Score -1.566019e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -15660210.000000 Penalty: 5718.898926
	Iteration 96Q: 3 clusters Score -1.566021e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -15660248.000000 Penalty: 5718.898926
	Iteration 97Q: 3 clusters Score -1.566025e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -15660239.000000 Penalty: 5718.898926
	Iteration 98Q: 3 clusters Score -1.566024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -15660233.000000 Penalty: 5718.898926
	Iteration 99Q: 3 clusters Score -1.566023e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -15660274.000000 Penalty: 5718.898926
	Iteration 100F: 3 clusters Score -1.566027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -15660263.000000 Penalty: 5718.898926
	Iteration 101Q: 3 clusters Score -1.566026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -15660258.000000 Penalty: 5718.898926
	Iteration 102Q: 3 clusters Score -1.566026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15660275.000000 Penalty: 5718.898926
	Iteration 103Q: 3 clusters Score -1.566028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15660273.000000 Penalty: 5718.898926
	Iteration 104Q: 3 clusters Score -1.566027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15660279.000000 Penalty: 5718.898926
	Iteration 105Q: 3 clusters Score -1.566028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -15660264.000000 Penalty: 5718.898926
	Iteration 106Q: 3 clusters Score -1.566026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15660277.000000 Penalty: 5718.898926
	Iteration 107Q: 3 clusters Score -1.566028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15660285.000000 Penalty: 5718.898926
	Iteration 108Q: 3 clusters Score -1.566028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15660273.000000 Penalty: 5718.898926
	Iteration 109Q: 3 clusters Score -1.566027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -15660272.000000 Penalty: 5718.898926
	Iteration 110Q: 3 clusters Score -1.566027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -15660276.000000 Penalty: 5718.898926
	Iteration 111Q: 3 clusters Score -1.566028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15660286.000000 Penalty: 5718.898926
	Iteration 112Q: 3 clusters Score -1.566029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -15660280.000000 Penalty: 5718.898926
	Iteration 113Q: 3 clusters Score -1.566028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15660290.000000 Penalty: 5718.898926
	Iteration 114Q: 3 clusters Score -1.566029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15660282.000000 Penalty: 5718.898926
	Iteration 115Q: 3 clusters Score -1.566028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15660277.000000 Penalty: 5718.898926
	Iteration 116Q: 3 clusters Score -1.566028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -15660273.000000 Penalty: 5718.898926
	Iteration 117Q: 3 clusters Score -1.566027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15660283.000000 Penalty: 5718.898926
	Iteration 118Q: 3 clusters Score -1.566028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15660276.000000 Penalty: 5718.898926
	Iteration 119Q: 3 clusters Score -1.566028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15660282.000000 Penalty: 5718.898926
	Iteration 120F: 3 clusters Score -1.566028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15660290.000000 Penalty: 5718.898926
	Iteration 121Q: 3 clusters Score -1.566029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15660295.000000 Penalty: 5718.898926
	Iteration 122Q: 3 clusters Score -1.56603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -15660294.000000 Penalty: 5718.898926
	Iteration 123Q: 3 clusters Score -1.566029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15660300.000000 Penalty: 5718.898926
	Iteration 124Q: 3 clusters Score -1.56603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15660300.000000 Penalty: 5718.898926
	Iteration 125F: 3 clusters Score -1.56603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113040.562500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111216.468750 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111216.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111522.789062 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111522.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111670.828125 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -111670.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111827.757812 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -111827.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111963.343750 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -111963.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112126.156250 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -112126.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112225.390625 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112225.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112332.000000 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112456.578125 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -112456.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112536.695312 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -112536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112587.312500 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -112587.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -112629.921875 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -112629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -112678.507812 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -112678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -112730.328125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -112730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -112771.414062 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -112771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -112798.976562 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -112799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -112817.718750 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -112817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -112832.789062 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -112832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -112855.664062 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -112855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -112946.945312 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -112946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -113108.460938 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -113108.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -113125.242188 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -113125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -113147.039062 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -113147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113152.781250 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -113152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -113154.976562 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -113155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -113158.718750 Penalty: 3332.630615
	Iteration 25Q: 3 clusters Score -113158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -113168.273438 Penalty: 3332.630615
	Iteration 26Q: 3 clusters Score -113168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113176.000000 Penalty: 3332.630615
	Iteration 27Q: 3 clusters Score -113176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -113183.554688 Penalty: 3332.630615
	Iteration 28Q: 3 clusters Score -113183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113189.359375 Penalty: 3332.630615
	Iteration 29Q: 3 clusters Score -113189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113194.335938 Penalty: 3332.630615
	Iteration 30Q: 3 clusters Score -113194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113194.335938 Penalty: 3332.630615
	Iteration 31F: 3 clusters Score -113194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64850 members 
Mstep: Class 5 contains 106896 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 43808 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 41899 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101726 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 255 members 
Entering Unmasked Estep 
Score: -137786496.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137788096.000000 to -137786496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64249.484375 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64249.48 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64549.867188 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64549.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64728.980469 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64728.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -64973.464844 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -64973.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -65222.449219 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -65222.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -65352.175781 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65352.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65495.761719 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -65495.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -65545.429688 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65545.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -65632.382812 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65632.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -65647.562500 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -65647.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -65651.890625 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -65651.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -65672.671875 Penalty: 3158.620605
	Iteration 11F: 3 clusters Score -65672.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65843.921875 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -65843.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -65884.421875 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -65884.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65919.328125 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -65919.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -65969.515625 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -65969.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -65990.835938 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -65990.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -66001.656250 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -66001.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -66001.656250 Penalty: 3158.620605
	Iteration 18F: 3 clusters Score -66001.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64850 members 
Mstep: Class 5 contains 106896 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 43808 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 41899 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101726 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 98 members 
Entering Unmasked Estep 
Score: -137786848.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137788096.000000 to -137786848.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64850 members 
Mstep: Class 5 contains 106896 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 43808 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 41899 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 101726 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788368.000000 Penalty: 85112.554688
Iteration 239Q: 26 clusters Score -1.377884e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 27278 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64823 members 
Mstep: Class 5 contains 106847 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 31599 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 43806 members 
Mstep: Class 12 contains 107201 members 
Mstep: Class 13 contains 28644 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 99276 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54637 members 
Mstep: Class 18 contains 41886 members 
Mstep: Class 19 contains 107574 members 
Mstep: Class 20 contains 49628 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 101650 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788400.000000 Penalty: 85112.554688
Iteration 240F: 26 clusters Score -1.377884e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27281 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 64790 members 
Mstep: Class 5 contains 106771 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 31583 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8970 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 107234 members 
Mstep: Class 13 contains 28649 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 99267 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54699 members 
Mstep: Class 18 contains 41877 members 
Mstep: Class 19 contains 107631 members 
Mstep: Class 20 contains 49641 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 101589 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788352.000000 Penalty: 85112.554688
Iteration 241Q: 26 clusters Score -1.377884e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27288 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 64766 members 
Mstep: Class 5 contains 106667 members 
Mstep: Class 6 contains 12539 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31571 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8976 members 
Mstep: Class 11 contains 43829 members 
Mstep: Class 12 contains 107260 members 
Mstep: Class 13 contains 28647 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 99282 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54767 members 
Mstep: Class 18 contains 41870 members 
Mstep: Class 19 contains 107675 members 
Mstep: Class 20 contains 49653 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 101542 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788576.000000 Penalty: 85112.554688
Iteration 242Q: 26 clusters Score -1.377886e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27294 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 64747 members 
Mstep: Class 5 contains 106575 members 
Mstep: Class 6 contains 12546 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31560 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 43849 members 
Mstep: Class 12 contains 107306 members 
Mstep: Class 13 contains 28646 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 99281 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54842 members 
Mstep: Class 18 contains 41861 members 
Mstep: Class 19 contains 107675 members 
Mstep: Class 20 contains 49685 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 101485 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788784.000000 Penalty: 85112.554688
Iteration 243Q: 26 clusters Score -1.377888e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27305 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 64722 members 
Mstep: Class 5 contains 106577 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 31549 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8983 members 
Mstep: Class 11 contains 43867 members 
Mstep: Class 12 contains 107290 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 99256 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54920 members 
Mstep: Class 18 contains 41858 members 
Mstep: Class 19 contains 107650 members 
Mstep: Class 20 contains 49697 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 101459 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788720.000000 Penalty: 85112.554688
Iteration 244Q: 26 clusters Score -1.377887e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 27311 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 64699 members 
Mstep: Class 5 contains 106577 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 31545 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 43875 members 
Mstep: Class 12 contains 107341 members 
Mstep: Class 13 contains 28655 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 99203 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 54987 members 
Mstep: Class 18 contains 41844 members 
Mstep: Class 19 contains 107648 members 
Mstep: Class 20 contains 49708 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5499 members 
Mstep: Class 23 contains 101403 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788624.000000 Penalty: 85112.554688
Iteration 245Q: 26 clusters Score -1.377886e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27326 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 64674 members 
Mstep: Class 5 contains 106548 members 
Mstep: Class 6 contains 12547 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 31532 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8990 members 
Mstep: Class 11 contains 43873 members 
Mstep: Class 12 contains 107355 members 
Mstep: Class 13 contains 28659 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 99181 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55065 members 
Mstep: Class 18 contains 41827 members 
Mstep: Class 19 contains 107680 members 
Mstep: Class 20 contains 49720 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 101352 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788864.000000 Penalty: 85112.554688
Iteration 246Q: 26 clusters Score -1.377889e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 64652 members 
Mstep: Class 5 contains 106498 members 
Mstep: Class 6 contains 12541 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 31521 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 43873 members 
Mstep: Class 12 contains 107363 members 
Mstep: Class 13 contains 28665 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 99154 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55158 members 
Mstep: Class 18 contains 41821 members 
Mstep: Class 19 contains 107700 members 
Mstep: Class 20 contains 49739 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 101311 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789088.000000 Penalty: 85112.554688
Iteration 247Q: 26 clusters Score -1.377891e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27335 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 64640 members 
Mstep: Class 5 contains 106483 members 
Mstep: Class 6 contains 12529 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 31511 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43891 members 
Mstep: Class 12 contains 107335 members 
Mstep: Class 13 contains 28673 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 99123 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55238 members 
Mstep: Class 18 contains 41812 members 
Mstep: Class 19 contains 107720 members 
Mstep: Class 20 contains 49752 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 101287 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789104.000000 Penalty: 85112.554688
Iteration 248Q: 26 clusters Score -1.377891e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 27342 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64628 members 
Mstep: Class 5 contains 106453 members 
Mstep: Class 6 contains 12530 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 31500 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43904 members 
Mstep: Class 12 contains 107384 members 
Mstep: Class 13 contains 28675 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 99085 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55324 members 
Mstep: Class 18 contains 41805 members 
Mstep: Class 19 contains 107686 members 
Mstep: Class 20 contains 49767 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 101242 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789248.000000 Penalty: 85112.554688
Iteration 249Q: 26 clusters Score -1.377892e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27342 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64633 members 
Mstep: Class 5 contains 106384 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 31481 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43922 members 
Mstep: Class 12 contains 107437 members 
Mstep: Class 13 contains 28681 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 99047 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55393 members 
Mstep: Class 18 contains 41808 members 
Mstep: Class 19 contains 107676 members 
Mstep: Class 20 contains 49778 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 101217 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789456.000000 Penalty: 85112.554688
Iteration 250Q: 26 clusters Score -1.377895e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 27356 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64625 members 
Mstep: Class 5 contains 106300 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31454 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 43934 members 
Mstep: Class 12 contains 107482 members 
Mstep: Class 13 contains 28693 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 98998 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55462 members 
Mstep: Class 18 contains 41803 members 
Mstep: Class 19 contains 107692 members 
Mstep: Class 20 contains 49811 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 101197 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789616.000000 Penalty: 85112.554688
Iteration 251Q: 26 clusters Score -1.377896e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 27361 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 64634 members 
Mstep: Class 5 contains 106275 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 31440 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 43949 members 
Mstep: Class 12 contains 107487 members 
Mstep: Class 13 contains 28702 members 
Mstep: Class 14 contains 4906 members 
Mstep: Class 15 contains 98971 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55524 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 107674 members 
Mstep: Class 20 contains 49847 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5511 members 
Mstep: Class 23 contains 101161 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789984.000000 Penalty: 85112.554688
Iteration 252Q: 26 clusters Score -1.3779e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 27373 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64620 members 
Mstep: Class 5 contains 106284 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 107496 members 
Mstep: Class 13 contains 28715 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 98925 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55573 members 
Mstep: Class 18 contains 41769 members 
Mstep: Class 19 contains 107660 members 
Mstep: Class 20 contains 49878 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5511 members 
Mstep: Class 23 contains 101116 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790160.000000 Penalty: 85112.554688
Iteration 253Q: 26 clusters Score -1.377902e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 27384 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64600 members 
Mstep: Class 5 contains 106329 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 31416 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43960 members 
Mstep: Class 12 contains 107448 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 98882 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55637 members 
Mstep: Class 18 contains 41749 members 
Mstep: Class 19 contains 107672 members 
Mstep: Class 20 contains 49912 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5514 members 
Mstep: Class 23 contains 101086 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790112.000000 Penalty: 85112.554688
Iteration 254Q: 26 clusters Score -1.377901e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 27394 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64568 members 
Mstep: Class 5 contains 106364 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31401 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 43968 members 
Mstep: Class 12 contains 107459 members 
Mstep: Class 13 contains 28731 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 98857 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55700 members 
Mstep: Class 18 contains 41728 members 
Mstep: Class 19 contains 107661 members 
Mstep: Class 20 contains 49927 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5514 members 
Mstep: Class 23 contains 101031 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790016.000000 Penalty: 85112.554688
Iteration 255Q: 26 clusters Score -1.3779e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27408 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64539 members 
Mstep: Class 5 contains 106404 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 31398 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43975 members 
Mstep: Class 12 contains 107459 members 
Mstep: Class 13 contains 28742 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 98842 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55757 members 
Mstep: Class 18 contains 41713 members 
Mstep: Class 19 contains 107631 members 
Mstep: Class 20 contains 49940 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5514 members 
Mstep: Class 23 contains 100978 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789776.000000 Penalty: 85112.554688
Iteration 256Q: 26 clusters Score -1.377898e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 27421 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 64540 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 31390 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 43983 members 
Mstep: Class 12 contains 107434 members 
Mstep: Class 13 contains 28751 members 
Mstep: Class 14 contains 4912 members 
Mstep: Class 15 contains 98831 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55829 members 
Mstep: Class 18 contains 41701 members 
Mstep: Class 19 contains 107615 members 
Mstep: Class 20 contains 49954 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 100939 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789776.000000 Penalty: 85112.554688
Iteration 257Q: 26 clusters Score -1.377898e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27429 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64536 members 
Mstep: Class 5 contains 106402 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 31386 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 44008 members 
Mstep: Class 12 contains 107382 members 
Mstep: Class 13 contains 28760 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 98784 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55877 members 
Mstep: Class 18 contains 41689 members 
Mstep: Class 19 contains 107616 members 
Mstep: Class 20 contains 49965 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 100943 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789936.000000 Penalty: 85112.554688
Iteration 258Q: 26 clusters Score -1.377899e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27434 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 64527 members 
Mstep: Class 5 contains 106421 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 31387 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8996 members 
Mstep: Class 11 contains 44019 members 
Mstep: Class 12 contains 107380 members 
Mstep: Class 13 contains 28776 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 98717 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55912 members 
Mstep: Class 18 contains 41673 members 
Mstep: Class 19 contains 107606 members 
Mstep: Class 20 contains 49988 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 100927 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790032.000000 Penalty: 85112.554688
Iteration 259Q: 26 clusters Score -1.3779e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27443 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 64509 members 
Mstep: Class 5 contains 106410 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 31385 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 44025 members 
Mstep: Class 12 contains 107421 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 15 contains 98679 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 55954 members 
Mstep: Class 18 contains 41658 members 
Mstep: Class 19 contains 107599 members 
Mstep: Class 20 contains 50005 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 100883 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790320.000000 Penalty: 85112.554688
Iteration 260F: 26 clusters Score -1.377903e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27451 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64497 members 
Mstep: Class 5 contains 106406 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 31381 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 44032 members 
Mstep: Class 12 contains 107492 members 
Mstep: Class 13 contains 28797 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 98648 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56003 members 
Mstep: Class 18 contains 41641 members 
Mstep: Class 19 contains 107570 members 
Mstep: Class 20 contains 50012 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 100826 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790512.000000 Penalty: 85112.554688
Iteration 261Q: 26 clusters Score -1.377905e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 27451 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 64490 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 12506 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 31370 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 44046 members 
Mstep: Class 12 contains 107577 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 98598 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56035 members 
Mstep: Class 18 contains 41632 members 
Mstep: Class 19 contains 107541 members 
Mstep: Class 20 contains 50040 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 100769 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790592.000000 Penalty: 85112.554688
Iteration 262Q: 26 clusters Score -1.377906e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 27462 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 64476 members 
Mstep: Class 5 contains 106389 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 31366 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9000 members 
Mstep: Class 11 contains 44083 members 
Mstep: Class 12 contains 107576 members 
Mstep: Class 13 contains 28809 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 98546 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56091 members 
Mstep: Class 18 contains 41618 members 
Mstep: Class 19 contains 107522 members 
Mstep: Class 20 contains 50052 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5535 members 
Mstep: Class 23 contains 100756 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790736.000000 Penalty: 85112.554688
Iteration 263Q: 26 clusters Score -1.377907e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27474 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 64458 members 
Mstep: Class 5 contains 106374 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 31364 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 44096 members 
Mstep: Class 12 contains 107579 members 
Mstep: Class 13 contains 28815 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 98472 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56130 members 
Mstep: Class 18 contains 41603 members 
Mstep: Class 19 contains 107583 members 
Mstep: Class 20 contains 50067 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 100726 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790752.000000 Penalty: 85112.554688
Iteration 264Q: 26 clusters Score -1.377908e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27484 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 64448 members 
Mstep: Class 5 contains 106347 members 
Mstep: Class 6 contains 12506 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 31359 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 44103 members 
Mstep: Class 12 contains 107607 members 
Mstep: Class 13 contains 28813 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 98430 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56185 members 
Mstep: Class 18 contains 41592 members 
Mstep: Class 19 contains 107611 members 
Mstep: Class 20 contains 50084 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 100661 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790848.000000 Penalty: 85112.554688
Iteration 265Q: 26 clusters Score -1.377908e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27495 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 64447 members 
Mstep: Class 5 contains 106339 members 
Mstep: Class 6 contains 12503 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 31363 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 44106 members 
Mstep: Class 12 contains 107605 members 
Mstep: Class 13 contains 28807 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 98391 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56230 members 
Mstep: Class 18 contains 41582 members 
Mstep: Class 19 contains 107618 members 
Mstep: Class 20 contains 50102 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 100632 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791056.000000 Penalty: 85112.554688
Iteration 266Q: 26 clusters Score -1.377911e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64435 members 
Mstep: Class 5 contains 106327 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 31367 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 44084 members 
Mstep: Class 12 contains 107649 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 4953 members 
Mstep: Class 15 contains 98334 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56289 members 
Mstep: Class 18 contains 41576 members 
Mstep: Class 19 contains 107598 members 
Mstep: Class 20 contains 50125 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 100616 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790896.000000 Penalty: 85112.554688
Iteration 267Q: 26 clusters Score -1.377909e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64423 members 
Mstep: Class 5 contains 106326 members 
Mstep: Class 6 contains 12495 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31385 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 11 contains 44071 members 
Mstep: Class 12 contains 107649 members 
Mstep: Class 13 contains 28808 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 98283 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56331 members 
Mstep: Class 18 contains 41559 members 
Mstep: Class 19 contains 107624 members 
Mstep: Class 20 contains 50131 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 100608 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790864.000000 Penalty: 85112.554688
Iteration 268Q: 26 clusters Score -1.377909e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27521 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64413 members 
Mstep: Class 5 contains 106364 members 
Mstep: Class 6 contains 12486 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31394 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 44076 members 
Mstep: Class 12 contains 107669 members 
Mstep: Class 13 contains 28815 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 15 contains 98244 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56367 members 
Mstep: Class 18 contains 41552 members 
Mstep: Class 19 contains 107608 members 
Mstep: Class 20 contains 50144 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 100554 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790912.000000 Penalty: 85112.554688
Iteration 269Q: 26 clusters Score -1.377909e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27523 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64405 members 
Mstep: Class 5 contains 106385 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 44074 members 
Mstep: Class 12 contains 107670 members 
Mstep: Class 13 contains 28820 members 
Mstep: Class 14 contains 4961 members 
Mstep: Class 15 contains 98204 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56408 members 
Mstep: Class 18 contains 41545 members 
Mstep: Class 19 contains 107575 members 
Mstep: Class 20 contains 50175 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 100540 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790832.000000 Penalty: 85112.554688
Iteration 270Q: 26 clusters Score -1.377908e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64387 members 
Mstep: Class 5 contains 106359 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 31402 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 44085 members 
Mstep: Class 12 contains 107699 members 
Mstep: Class 13 contains 28822 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 98149 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56466 members 
Mstep: Class 18 contains 41541 members 
Mstep: Class 19 contains 107579 members 
Mstep: Class 20 contains 50198 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 100531 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790672.000000 Penalty: 85112.554688
Iteration 271Q: 26 clusters Score -1.377907e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64369 members 
Mstep: Class 5 contains 106367 members 
Mstep: Class 6 contains 12456 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9024 members 
Mstep: Class 11 contains 44065 members 
Mstep: Class 12 contains 107719 members 
Mstep: Class 13 contains 28822 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 98111 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56520 members 
Mstep: Class 18 contains 41539 members 
Mstep: Class 19 contains 107572 members 
Mstep: Class 20 contains 50219 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 100510 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790624.000000 Penalty: 85112.554688
Iteration 272Q: 26 clusters Score -1.377906e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 27521 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 64340 members 
Mstep: Class 5 contains 106364 members 
Mstep: Class 6 contains 12447 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9025 members 
Mstep: Class 11 contains 44059 members 
Mstep: Class 12 contains 107747 members 
Mstep: Class 13 contains 28826 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 98058 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56542 members 
Mstep: Class 18 contains 41538 members 
Mstep: Class 19 contains 107605 members 
Mstep: Class 20 contains 50238 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5540 members 
Mstep: Class 23 contains 100498 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790480.000000 Penalty: 85112.554688
Iteration 273Q: 26 clusters Score -1.377905e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 27518 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64318 members 
Mstep: Class 5 contains 106366 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9026 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 107789 members 
Mstep: Class 13 contains 28834 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 98004 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56565 members 
Mstep: Class 18 contains 41533 members 
Mstep: Class 19 contains 107628 members 
Mstep: Class 20 contains 50246 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 100474 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790528.000000 Penalty: 85112.554688
Iteration 274Q: 26 clusters Score -1.377905e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64298 members 
Mstep: Class 5 contains 106350 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9027 members 
Mstep: Class 11 contains 44058 members 
Mstep: Class 12 contains 107826 members 
Mstep: Class 13 contains 28840 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 97981 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56583 members 
Mstep: Class 18 contains 41526 members 
Mstep: Class 19 contains 107658 members 
Mstep: Class 20 contains 50242 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 100439 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790432.000000 Penalty: 85112.554688
Iteration 275Q: 26 clusters Score -1.377904e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 27508 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64287 members 
Mstep: Class 5 contains 106353 members 
Mstep: Class 6 contains 12431 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 31425 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 44040 members 
Mstep: Class 12 contains 107869 members 
Mstep: Class 13 contains 28849 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56607 members 
Mstep: Class 18 contains 41519 members 
Mstep: Class 19 contains 107645 members 
Mstep: Class 20 contains 50250 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 100424 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790640.000000 Penalty: 85112.554688
Iteration 276Q: 26 clusters Score -1.377906e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 27509 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 64271 members 
Mstep: Class 5 contains 106369 members 
Mstep: Class 6 contains 12425 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 44024 members 
Mstep: Class 12 contains 107857 members 
Mstep: Class 13 contains 28852 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 97931 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56653 members 
Mstep: Class 18 contains 41514 members 
Mstep: Class 19 contains 107640 members 
Mstep: Class 20 contains 50275 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5543 members 
Mstep: Class 23 contains 100410 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790880.000000 Penalty: 85112.554688
Iteration 277Q: 26 clusters Score -1.377909e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27511 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64254 members 
Mstep: Class 5 contains 106370 members 
Mstep: Class 6 contains 12426 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 31412 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 44016 members 
Mstep: Class 12 contains 107860 members 
Mstep: Class 13 contains 28855 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 97932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56689 members 
Mstep: Class 18 contains 41506 members 
Mstep: Class 19 contains 107607 members 
Mstep: Class 20 contains 50297 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 100405 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791152.000000 Penalty: 85112.554688
Iteration 278Q: 26 clusters Score -1.377912e+08 nChanged 1096
Entering ConstructFrom: 
Score: -137791152.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Entering Unmasked Estep 
Score: -1671185.000000 Penalty: 2334.412598
	Iteration 0F: 2 clusters Score -1671185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1662060.250000 Penalty: 4668.825195
	Iteration 0F: 3 clusters Score -1662060 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1665586.250000 Penalty: 4668.825195
	Iteration 1F: 3 clusters Score -1665586 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1666771.125000 Penalty: 4668.825195
	Iteration 2F: 3 clusters Score -1666771 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1667822.375000 Penalty: 4668.825195
	Iteration 3F: 3 clusters Score -1667822 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1668501.000000 Penalty: 4668.825195
	Iteration 4F: 3 clusters Score -1668501 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1669026.000000 Penalty: 4668.825195
	Iteration 5F: 3 clusters Score -1669026 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1669352.000000 Penalty: 4668.825195
	Iteration 6Q: 3 clusters Score -1669352 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1669564.500000 Penalty: 4668.825195
	Iteration 7Q: 3 clusters Score -1669564 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1669703.625000 Penalty: 4668.825195
	Iteration 8Q: 3 clusters Score -1669704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1669792.375000 Penalty: 4668.825195
	Iteration 9Q: 3 clusters Score -1669792 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1669868.625000 Penalty: 4668.825195
	Iteration 10Q: 3 clusters Score -1669869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1669919.875000 Penalty: 4668.825195
	Iteration 11Q: 3 clusters Score -1669920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1669979.250000 Penalty: 4668.825195
	Iteration 12Q: 3 clusters Score -1669979 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1670048.375000 Penalty: 4668.825195
	Iteration 13Q: 3 clusters Score -1670048 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1670108.125000 Penalty: 4668.825195
	Iteration 14Q: 3 clusters Score -1670108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1670190.375000 Penalty: 4668.825195
	Iteration 15Q: 3 clusters Score -1670190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1670276.625000 Penalty: 4668.825195
	Iteration 16Q: 3 clusters Score -1670277 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1670369.500000 Penalty: 4668.825195
	Iteration 17Q: 3 clusters Score -1670370 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1670470.000000 Penalty: 4668.825195
	Iteration 18Q: 3 clusters Score -1670470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1670546.500000 Penalty: 4668.825195
	Iteration 19Q: 3 clusters Score -1670546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1670625.250000 Penalty: 4668.825195
	Iteration 20F: 3 clusters Score -1670625 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1670689.375000 Penalty: 4668.825195
	Iteration 21Q: 3 clusters Score -1670689 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1670742.875000 Penalty: 4668.825195
	Iteration 22Q: 3 clusters Score -1670743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1670787.000000 Penalty: 4668.825195
	Iteration 23Q: 3 clusters Score -1670787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1670824.875000 Penalty: 4668.825195
	Iteration 24Q: 3 clusters Score -1670825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1670857.625000 Penalty: 4668.825195
	Iteration 25Q: 3 clusters Score -1670858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1670877.625000 Penalty: 4668.825195
	Iteration 26Q: 3 clusters Score -1670878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1670901.000000 Penalty: 4668.825195
	Iteration 27Q: 3 clusters Score -1670901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1670921.625000 Penalty: 4668.825195
	Iteration 28Q: 3 clusters Score -1670922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1670947.000000 Penalty: 4668.825195
	Iteration 29Q: 3 clusters Score -1670947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1670952.625000 Penalty: 4668.825195
	Iteration 30Q: 3 clusters Score -1670953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1670962.125000 Penalty: 4668.825195
	Iteration 31Q: 3 clusters Score -1670962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1670976.875000 Penalty: 4668.825195
	Iteration 32Q: 3 clusters Score -1670977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1670986.125000 Penalty: 4668.825195
	Iteration 33Q: 3 clusters Score -1670986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1670994.875000 Penalty: 4668.825195
	Iteration 34Q: 3 clusters Score -1670995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1671004.750000 Penalty: 4668.825195
	Iteration 35Q: 3 clusters Score -1671005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1671011.250000 Penalty: 4668.825195
	Iteration 36Q: 3 clusters Score -1671011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1671016.000000 Penalty: 4668.825195
	Iteration 37Q: 3 clusters Score -1671016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1671022.250000 Penalty: 4668.825195
	Iteration 38Q: 3 clusters Score -1671022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1671029.625000 Penalty: 4668.825195
	Iteration 39Q: 3 clusters Score -1671030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1671031.625000 Penalty: 4668.825195
	Iteration 40F: 3 clusters Score -1671032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1671032.750000 Penalty: 4668.825195
	Iteration 41Q: 3 clusters Score -1671033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1671034.375000 Penalty: 4668.825195
	Iteration 42Q: 3 clusters Score -1671034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1671034.000000 Penalty: 4668.825195
	Iteration 43Q: 3 clusters Score -1671034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1671036.875000 Penalty: 4668.825195
	Iteration 44Q: 3 clusters Score -1671037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1671036.500000 Penalty: 4668.825195
	Iteration 45Q: 3 clusters Score -1671036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1671036.500000 Penalty: 4668.825195
	Iteration 46F: 3 clusters Score -1671036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Entering Unmasked Estep 
Score: -3995299.750000 Penalty: 2535.185547
	Iteration 0F: 2 clusters Score -3995300 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 13834 members 
Entering Unmasked Estep 
Score: -3976512.750000 Penalty: 5070.371094
	Iteration 0F: 3 clusters Score -3976513 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3983072.000000 Penalty: 5070.371094
	Iteration 1F: 3 clusters Score -3983072 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3983614.500000 Penalty: 5070.371094
	Iteration 2F: 3 clusters Score -3983614 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3984112.000000 Penalty: 5070.371094
	Iteration 3Q: 3 clusters Score -3984112 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3984612.000000 Penalty: 5070.371094
	Iteration 4Q: 3 clusters Score -3984612 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3985130.000000 Penalty: 5070.371094
	Iteration 5Q: 3 clusters Score -3985130 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3985815.500000 Penalty: 5070.371094
	Iteration 6Q: 3 clusters Score -3985816 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3986649.250000 Penalty: 5070.371094
	Iteration 7Q: 3 clusters Score -3986649 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3987562.500000 Penalty: 5070.371094
	Iteration 8F: 3 clusters Score -3987562 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3988456.000000 Penalty: 5070.371094
	Iteration 9F: 3 clusters Score -3988456 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3989359.500000 Penalty: 5070.371094
	Iteration 10Q: 3 clusters Score -3989360 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3990200.000000 Penalty: 5070.371094
	Iteration 11Q: 3 clusters Score -3990200 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3990911.500000 Penalty: 5070.371094
	Iteration 12Q: 3 clusters Score -3990912 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3991453.250000 Penalty: 5070.371094
	Iteration 13Q: 3 clusters Score -3991453 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3991907.000000 Penalty: 5070.371094
	Iteration 14Q: 3 clusters Score -3991907 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3992287.000000 Penalty: 5070.371094
	Iteration 15Q: 3 clusters Score -3992287 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3992564.250000 Penalty: 5070.371094
	Iteration 16Q: 3 clusters Score -3992564 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3992761.000000 Penalty: 5070.371094
	Iteration 17Q: 3 clusters Score -3992761 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3992909.750000 Penalty: 5070.371094
	Iteration 18Q: 3 clusters Score -3992910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3993019.250000 Penalty: 5070.371094
	Iteration 19Q: 3 clusters Score -3993019 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3993111.500000 Penalty: 5070.371094
	Iteration 20F: 3 clusters Score -3993112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3993179.500000 Penalty: 5070.371094
	Iteration 21Q: 3 clusters Score -3993180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3993228.500000 Penalty: 5070.371094
	Iteration 22Q: 3 clusters Score -3993228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3993271.250000 Penalty: 5070.371094
	Iteration 23Q: 3 clusters Score -3993271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3993307.250000 Penalty: 5070.371094
	Iteration 24Q: 3 clusters Score -3993307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3993334.000000 Penalty: 5070.371094
	Iteration 25Q: 3 clusters Score -3993334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3993347.250000 Penalty: 5070.371094
	Iteration 26Q: 3 clusters Score -3993347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3993365.500000 Penalty: 5070.371094
	Iteration 27Q: 3 clusters Score -3993366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3993369.500000 Penalty: 5070.371094
	Iteration 28Q: 3 clusters Score -3993370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3993373.000000 Penalty: 5070.371094
	Iteration 29Q: 3 clusters Score -3993373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3993381.250000 Penalty: 5070.371094
	Iteration 30Q: 3 clusters Score -3993381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3993384.000000 Penalty: 5070.371094
	Iteration 31Q: 3 clusters Score -3993384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3993388.750000 Penalty: 5070.371094
	Iteration 32Q: 3 clusters Score -3993389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3993392.250000 Penalty: 5070.371094
	Iteration 33Q: 3 clusters Score -3993392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3993395.750000 Penalty: 5070.371094
	Iteration 34Q: 3 clusters Score -3993396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3993395.250000 Penalty: 5070.371094
	Iteration 35Q: 3 clusters Score -3993395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3993399.000000 Penalty: 5070.371094
	Iteration 36Q: 3 clusters Score -3993399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3993400.000000 Penalty: 5070.371094
	Iteration 37Q: 3 clusters Score -3993400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3993398.500000 Penalty: 5070.371094
	Iteration 38Q: 3 clusters Score -3993398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3993402.250000 Penalty: 5070.371094
	Iteration 39Q: 3 clusters Score -3993402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3993411.750000 Penalty: 5070.371094
	Iteration 40F: 3 clusters Score -3993412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3993410.750000 Penalty: 5070.371094
	Iteration 41Q: 3 clusters Score -3993411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3993407.500000 Penalty: 5070.371094
	Iteration 42Q: 3 clusters Score -3993408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3993410.750000 Penalty: 5070.371094
	Iteration 43Q: 3 clusters Score -3993411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3993412.000000 Penalty: 5070.371094
	Iteration 44Q: 3 clusters Score -3993412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3993409.250000 Penalty: 5070.371094
	Iteration 45Q: 3 clusters Score -3993409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3993409.250000 Penalty: 5070.371094
	Iteration 46F: 3 clusters Score -3993409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -309475.406250 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -309475.4 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 979 members 
Entering Unmasked Estep 
Score: -306850.937500 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -306850.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -307284.500000 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -307284.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -307384.125000 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -307384.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -307434.968750 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -307435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307464.531250 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -307464.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307489.093750 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -307489.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -307510.281250 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -307510.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -307521.218750 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -307521.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -307528.718750 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -307528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -307531.843750 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -307531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -307534.750000 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -307534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -307539.468750 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -307539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307545.000000 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -307545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -307549.343750 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -307549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307556.156250 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -307556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307561.843750 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -307561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -307565.218750 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -307565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -307568.937500 Penalty: 3770.543457
	Iteration 17Q: 3 clusters Score -307568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -307569.687500 Penalty: 3770.543457
	Iteration 18Q: 3 clusters Score -307569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -307570.187500 Penalty: 3770.543457
	Iteration 19Q: 3 clusters Score -307570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -307570.187500 Penalty: 3770.543457
	Iteration 20F: 3 clusters Score -307570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -10017889.000000 Penalty: 2745.447021
	Iteration 0F: 2 clusters Score -1.001789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -9974730.000000 Penalty: 5490.894043
	Iteration 0F: 3 clusters Score -9974730 nChanged 30115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9991348.000000 Penalty: 5490.894043
	Iteration 1F: 3 clusters Score -9991348 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9991871.000000 Penalty: 5490.894043
	Iteration 2Q: 3 clusters Score -9991871 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -9992427.000000 Penalty: 5490.894043
	Iteration 3Q: 3 clusters Score -9992427 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -9992911.000000 Penalty: 5490.894043
	Iteration 4Q: 3 clusters Score -9992911 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -9993346.000000 Penalty: 5490.894043
	Iteration 5Q: 3 clusters Score -9993346 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -9993875.000000 Penalty: 5490.894043
	Iteration 6Q: 3 clusters Score -9993875 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -9994561.000000 Penalty: 5490.894043
	Iteration 7Q: 3 clusters Score -9994561 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -9995472.000000 Penalty: 5490.894043
	Iteration 8Q: 3 clusters Score -9995472 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -9996934.000000 Penalty: 5490.894043
	Iteration 9Q: 3 clusters Score -9996934 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -9998923.000000 Penalty: 5490.894043
	Iteration 10F: 3 clusters Score -9998923 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -10001732.000000 Penalty: 5490.894043
	Iteration 11F: 3 clusters Score -1.000173e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -10004950.000000 Penalty: 5490.894043
	Iteration 12F: 3 clusters Score -1.000495e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -10007767.000000 Penalty: 5490.894043
	Iteration 13F: 3 clusters Score -1.000777e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -10009658.000000 Penalty: 5490.894043
	Iteration 14Q: 3 clusters Score -1.000966e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10010772.000000 Penalty: 5490.894043
	Iteration 15Q: 3 clusters Score -1.001077e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -10011512.000000 Penalty: 5490.894043
	Iteration 16Q: 3 clusters Score -1.001151e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -10012132.000000 Penalty: 5490.894043
	Iteration 17Q: 3 clusters Score -1.001213e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -10012599.000000 Penalty: 5490.894043
	Iteration 18Q: 3 clusters Score -1.00126e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -10013126.000000 Penalty: 5490.894043
	Iteration 19Q: 3 clusters Score -1.001313e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -10013523.000000 Penalty: 5490.894043
	Iteration 20F: 3 clusters Score -1.001352e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -10013846.000000 Penalty: 5490.894043
	Iteration 21Q: 3 clusters Score -1.001385e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -10014055.000000 Penalty: 5490.894043
	Iteration 22Q: 3 clusters Score -1.001406e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -10014245.000000 Penalty: 5490.894043
	Iteration 23Q: 3 clusters Score -1.001424e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -10014400.000000 Penalty: 5490.894043
	Iteration 24Q: 3 clusters Score -1.00144e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -10014535.000000 Penalty: 5490.894043
	Iteration 25Q: 3 clusters Score -1.001454e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -10014641.000000 Penalty: 5490.894043
	Iteration 26Q: 3 clusters Score -1.001464e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -10014751.000000 Penalty: 5490.894043
	Iteration 27Q: 3 clusters Score -1.001475e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -10014843.000000 Penalty: 5490.894043
	Iteration 28Q: 3 clusters Score -1.001484e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -10014932.000000 Penalty: 5490.894043
	Iteration 29Q: 3 clusters Score -1.001493e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -10015000.000000 Penalty: 5490.894043
	Iteration 30Q: 3 clusters Score -1.0015e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -10015033.000000 Penalty: 5490.894043
	Iteration 31Q: 3 clusters Score -1.001503e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -10015089.000000 Penalty: 5490.894043
	Iteration 32Q: 3 clusters Score -1.001509e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -10015165.000000 Penalty: 5490.894043
	Iteration 33Q: 3 clusters Score -1.001516e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -10015216.000000 Penalty: 5490.894043
	Iteration 34Q: 3 clusters Score -1.001522e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -10015247.000000 Penalty: 5490.894043
	Iteration 35Q: 3 clusters Score -1.001525e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -10015305.000000 Penalty: 5490.894043
	Iteration 36Q: 3 clusters Score -1.00153e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -10015326.000000 Penalty: 5490.894043
	Iteration 37Q: 3 clusters Score -1.001533e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -10015376.000000 Penalty: 5490.894043
	Iteration 38Q: 3 clusters Score -1.001538e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -10015400.000000 Penalty: 5490.894043
	Iteration 39Q: 3 clusters Score -1.00154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -10015407.000000 Penalty: 5490.894043
	Iteration 40F: 3 clusters Score -1.001541e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -10015436.000000 Penalty: 5490.894043
	Iteration 41Q: 3 clusters Score -1.001544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -10015456.000000 Penalty: 5490.894043
	Iteration 42Q: 3 clusters Score -1.001546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -10015449.000000 Penalty: 5490.894043
	Iteration 43Q: 3 clusters Score -1.001545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -10015460.000000 Penalty: 5490.894043
	Iteration 44Q: 3 clusters Score -1.001546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -10015469.000000 Penalty: 5490.894043
	Iteration 45Q: 3 clusters Score -1.001547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -10015469.000000 Penalty: 5490.894043
	Iteration 46Q: 3 clusters Score -1.001547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -10015486.000000 Penalty: 5490.894043
	Iteration 47Q: 3 clusters Score -1.001549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -10015477.000000 Penalty: 5490.894043
	Iteration 48Q: 3 clusters Score -1.001548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -10015484.000000 Penalty: 5490.894043
	Iteration 49Q: 3 clusters Score -1.001548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -10015492.000000 Penalty: 5490.894043
	Iteration 50Q: 3 clusters Score -1.001549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -10015507.000000 Penalty: 5490.894043
	Iteration 51Q: 3 clusters Score -1.001551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -10015501.000000 Penalty: 5490.894043
	Iteration 52Q: 3 clusters Score -1.00155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -10015495.000000 Penalty: 5490.894043
	Iteration 53Q: 3 clusters Score -1.00155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -10015493.000000 Penalty: 5490.894043
	Iteration 54Q: 3 clusters Score -1.001549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -10015494.000000 Penalty: 5490.894043
	Iteration 55Q: 3 clusters Score -1.001549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -10015496.000000 Penalty: 5490.894043
	Iteration 56Q: 3 clusters Score -1.00155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -10015496.000000 Penalty: 5490.894043
	Iteration 57F: 3 clusters Score -1.00155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Entering Unmasked Estep 
Score: -16397518.000000 Penalty: 2870.536621
	Iteration 0F: 2 clusters Score -1.639752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -16328019.000000 Penalty: 5741.073242
	Iteration 0F: 3 clusters Score -1.632802e+07 nChanged 50166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -16356545.000000 Penalty: 5741.073242
	Iteration 1F: 3 clusters Score -1.635654e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -16357218.000000 Penalty: 5741.073242
	Iteration 2Q: 3 clusters Score -1.635722e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -16357758.000000 Penalty: 5741.073242
	Iteration 3Q: 3 clusters Score -1.635776e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -16358349.000000 Penalty: 5741.073242
	Iteration 4Q: 3 clusters Score -1.635835e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -16359162.000000 Penalty: 5741.073242
	Iteration 5Q: 3 clusters Score -1.635916e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -16360029.000000 Penalty: 5741.073242
	Iteration 6Q: 3 clusters Score -1.636003e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -16361214.000000 Penalty: 5741.073242
	Iteration 7Q: 3 clusters Score -1.636121e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -16363081.000000 Penalty: 5741.073242
	Iteration 8Q: 3 clusters Score -1.636308e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -16366156.000000 Penalty: 5741.073242
	Iteration 9Q: 3 clusters Score -1.636616e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -16370133.000000 Penalty: 5741.073242
	Iteration 10F: 3 clusters Score -1.637013e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -16374591.000000 Penalty: 5741.073242
	Iteration 11F: 3 clusters Score -1.637459e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -16379115.000000 Penalty: 5741.073242
	Iteration 12F: 3 clusters Score -1.637912e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -16382779.000000 Penalty: 5741.073242
	Iteration 13Q: 3 clusters Score -1.638278e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -16385313.000000 Penalty: 5741.073242
	Iteration 14Q: 3 clusters Score -1.638531e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -16386868.000000 Penalty: 5741.073242
	Iteration 15Q: 3 clusters Score -1.638687e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -16388053.000000 Penalty: 5741.073242
	Iteration 16Q: 3 clusters Score -1.638805e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -16389023.000000 Penalty: 5741.073242
	Iteration 17Q: 3 clusters Score -1.638902e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -16389919.000000 Penalty: 5741.073242
	Iteration 18Q: 3 clusters Score -1.638992e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -16390782.000000 Penalty: 5741.073242
	Iteration 19Q: 3 clusters Score -1.639078e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -16391509.000000 Penalty: 5741.073242
	Iteration 20F: 3 clusters Score -1.639151e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -16392157.000000 Penalty: 5741.073242
	Iteration 21Q: 3 clusters Score -1.639216e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -16392722.000000 Penalty: 5741.073242
	Iteration 22Q: 3 clusters Score -1.639272e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -16393249.000000 Penalty: 5741.073242
	Iteration 23Q: 3 clusters Score -1.639325e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -16393652.000000 Penalty: 5741.073242
	Iteration 24Q: 3 clusters Score -1.639365e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -16393920.000000 Penalty: 5741.073242
	Iteration 25Q: 3 clusters Score -1.639392e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -16394231.000000 Penalty: 5741.073242
	Iteration 26Q: 3 clusters Score -1.639423e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16394449.000000 Penalty: 5741.073242
	Iteration 27Q: 3 clusters Score -1.639445e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -16394652.000000 Penalty: 5741.073242
	Iteration 28Q: 3 clusters Score -1.639465e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16394781.000000 Penalty: 5741.073242
	Iteration 29Q: 3 clusters Score -1.639478e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -16394864.000000 Penalty: 5741.073242
	Iteration 30Q: 3 clusters Score -1.639486e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16394956.000000 Penalty: 5741.073242
	Iteration 31Q: 3 clusters Score -1.639496e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -16394994.000000 Penalty: 5741.073242
	Iteration 32Q: 3 clusters Score -1.639499e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16395020.000000 Penalty: 5741.073242
	Iteration 33Q: 3 clusters Score -1.639502e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16395043.000000 Penalty: 5741.073242
	Iteration 34Q: 3 clusters Score -1.639504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16395084.000000 Penalty: 5741.073242
	Iteration 35Q: 3 clusters Score -1.639508e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16395093.000000 Penalty: 5741.073242
	Iteration 36Q: 3 clusters Score -1.639509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16395098.000000 Penalty: 5741.073242
	Iteration 37Q: 3 clusters Score -1.63951e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -16395106.000000 Penalty: 5741.073242
	Iteration 38Q: 3 clusters Score -1.639511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -16395091.000000 Penalty: 5741.073242
	Iteration 39Q: 3 clusters Score -1.639509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16395103.000000 Penalty: 5741.073242
	Iteration 40F: 3 clusters Score -1.63951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16395105.000000 Penalty: 5741.073242
	Iteration 41Q: 3 clusters Score -1.63951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16395108.000000 Penalty: 5741.073242
	Iteration 42Q: 3 clusters Score -1.639511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16395127.000000 Penalty: 5741.073242
	Iteration 43Q: 3 clusters Score -1.639513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16395138.000000 Penalty: 5741.073242
	Iteration 44Q: 3 clusters Score -1.639514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16395145.000000 Penalty: 5741.073242
	Iteration 45Q: 3 clusters Score -1.639514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16395147.000000 Penalty: 5741.073242
	Iteration 46Q: 3 clusters Score -1.639515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16395170.000000 Penalty: 5741.073242
	Iteration 47Q: 3 clusters Score -1.639517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16395163.000000 Penalty: 5741.073242
	Iteration 48Q: 3 clusters Score -1.639516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16395158.000000 Penalty: 5741.073242
	Iteration 49Q: 3 clusters Score -1.639516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16395175.000000 Penalty: 5741.073242
	Iteration 50Q: 3 clusters Score -1.639518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16395178.000000 Penalty: 5741.073242
	Iteration 51Q: 3 clusters Score -1.639518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16395179.000000 Penalty: 5741.073242
	Iteration 52Q: 3 clusters Score -1.639518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16395182.000000 Penalty: 5741.073242
	Iteration 53Q: 3 clusters Score -1.639518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16395182.000000 Penalty: 5741.073242
	Iteration 54Q: 3 clusters Score -1.639518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16395180.000000 Penalty: 5741.073242
	Iteration 55Q: 3 clusters Score -1.639518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16395186.000000 Penalty: 5741.073242
	Iteration 56Q: 3 clusters Score -1.639519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16395192.000000 Penalty: 5741.073242
	Iteration 57Q: 3 clusters Score -1.639519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16395194.000000 Penalty: 5741.073242
	Iteration 58Q: 3 clusters Score -1.639519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16395199.000000 Penalty: 5741.073242
	Iteration 59Q: 3 clusters Score -1.63952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16395200.000000 Penalty: 5741.073242
	Iteration 60F: 3 clusters Score -1.63952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16395195.000000 Penalty: 5741.073242
	Iteration 61Q: 3 clusters Score -1.63952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16395205.000000 Penalty: 5741.073242
	Iteration 62Q: 3 clusters Score -1.63952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16395205.000000 Penalty: 5741.073242
	Iteration 63Q: 3 clusters Score -1.63952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16395215.000000 Penalty: 5741.073242
	Iteration 64Q: 3 clusters Score -1.639522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16395207.000000 Penalty: 5741.073242
	Iteration 65Q: 3 clusters Score -1.639521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16395217.000000 Penalty: 5741.073242
	Iteration 66Q: 3 clusters Score -1.639522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16395224.000000 Penalty: 5741.073242
	Iteration 67Q: 3 clusters Score -1.639522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16395209.000000 Penalty: 5741.073242
	Iteration 68Q: 3 clusters Score -1.639521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16395209.000000 Penalty: 5741.073242
	Iteration 69F: 3 clusters Score -1.639521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Entering Unmasked Estep 
Score: -1927265.000000 Penalty: 2338.091309
	Iteration 0F: 2 clusters Score -1927265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1918006.750000 Penalty: 4676.182617
	Iteration 0F: 3 clusters Score -1918007 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1920811.125000 Penalty: 4676.182617
	Iteration 1F: 3 clusters Score -1920811 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1921136.750000 Penalty: 4676.182617
	Iteration 2F: 3 clusters Score -1921137 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1921374.250000 Penalty: 4676.182617
	Iteration 3Q: 3 clusters Score -1921374 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1921580.500000 Penalty: 4676.182617
	Iteration 4Q: 3 clusters Score -1921580 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1921798.875000 Penalty: 4676.182617
	Iteration 5Q: 3 clusters Score -1921799 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1922051.625000 Penalty: 4676.182617
	Iteration 6Q: 3 clusters Score -1922052 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1922301.875000 Penalty: 4676.182617
	Iteration 7Q: 3 clusters Score -1922302 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1922638.000000 Penalty: 4676.182617
	Iteration 8Q: 3 clusters Score -1922638 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1923052.125000 Penalty: 4676.182617
	Iteration 9Q: 3 clusters Score -1923052 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1923503.875000 Penalty: 4676.182617
	Iteration 10F: 3 clusters Score -1923504 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1923906.375000 Penalty: 4676.182617
	Iteration 11Q: 3 clusters Score -1923906 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1924241.250000 Penalty: 4676.182617
	Iteration 12Q: 3 clusters Score -1924241 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1924513.500000 Penalty: 4676.182617
	Iteration 13Q: 3 clusters Score -1924514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1924695.875000 Penalty: 4676.182617
	Iteration 14Q: 3 clusters Score -1924696 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1924819.125000 Penalty: 4676.182617
	Iteration 15Q: 3 clusters Score -1924819 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1924909.125000 Penalty: 4676.182617
	Iteration 16Q: 3 clusters Score -1924909 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1924958.750000 Penalty: 4676.182617
	Iteration 17Q: 3 clusters Score -1924959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1924997.250000 Penalty: 4676.182617
	Iteration 18Q: 3 clusters Score -1924997 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1925025.625000 Penalty: 4676.182617
	Iteration 19Q: 3 clusters Score -1925026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1925068.875000 Penalty: 4676.182617
	Iteration 20F: 3 clusters Score -1925069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1925101.625000 Penalty: 4676.182617
	Iteration 21Q: 3 clusters Score -1925102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1925130.500000 Penalty: 4676.182617
	Iteration 22Q: 3 clusters Score -1925130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1925157.750000 Penalty: 4676.182617
	Iteration 23Q: 3 clusters Score -1925158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1925180.375000 Penalty: 4676.182617
	Iteration 24Q: 3 clusters Score -1925180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1925198.375000 Penalty: 4676.182617
	Iteration 25Q: 3 clusters Score -1925198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1925224.000000 Penalty: 4676.182617
	Iteration 26Q: 3 clusters Score -1925224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1925251.375000 Penalty: 4676.182617
	Iteration 27Q: 3 clusters Score -1925251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1925273.000000 Penalty: 4676.182617
	Iteration 28Q: 3 clusters Score -1925273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1925294.000000 Penalty: 4676.182617
	Iteration 29Q: 3 clusters Score -1925294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1925315.750000 Penalty: 4676.182617
	Iteration 30Q: 3 clusters Score -1925316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1925329.000000 Penalty: 4676.182617
	Iteration 31Q: 3 clusters Score -1925329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1925331.125000 Penalty: 4676.182617
	Iteration 32Q: 3 clusters Score -1925331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1925342.000000 Penalty: 4676.182617
	Iteration 33Q: 3 clusters Score -1925342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1925357.625000 Penalty: 4676.182617
	Iteration 34Q: 3 clusters Score -1925358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1925369.250000 Penalty: 4676.182617
	Iteration 35Q: 3 clusters Score -1925369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1925382.625000 Penalty: 4676.182617
	Iteration 36Q: 3 clusters Score -1925383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1925391.125000 Penalty: 4676.182617
	Iteration 37Q: 3 clusters Score -1925391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1925402.500000 Penalty: 4676.182617
	Iteration 38Q: 3 clusters Score -1925402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1925403.625000 Penalty: 4676.182617
	Iteration 39Q: 3 clusters Score -1925404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1925411.875000 Penalty: 4676.182617
	Iteration 40F: 3 clusters Score -1925412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1925424.875000 Penalty: 4676.182617
	Iteration 41Q: 3 clusters Score -1925425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1925435.250000 Penalty: 4676.182617
	Iteration 42Q: 3 clusters Score -1925435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1925445.125000 Penalty: 4676.182617
	Iteration 43Q: 3 clusters Score -1925445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1925448.375000 Penalty: 4676.182617
	Iteration 44Q: 3 clusters Score -1925448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1925456.375000 Penalty: 4676.182617
	Iteration 45Q: 3 clusters Score -1925456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1925463.625000 Penalty: 4676.182617
	Iteration 46Q: 3 clusters Score -1925464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1925466.875000 Penalty: 4676.182617
	Iteration 47Q: 3 clusters Score -1925467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1925467.750000 Penalty: 4676.182617
	Iteration 48Q: 3 clusters Score -1925468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1925470.750000 Penalty: 4676.182617
	Iteration 49Q: 3 clusters Score -1925471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1925474.625000 Penalty: 4676.182617
	Iteration 50Q: 3 clusters Score -1925475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1925476.625000 Penalty: 4676.182617
	Iteration 51Q: 3 clusters Score -1925477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1925479.750000 Penalty: 4676.182617
	Iteration 52Q: 3 clusters Score -1925480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1925482.625000 Penalty: 4676.182617
	Iteration 53Q: 3 clusters Score -1925483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1925484.125000 Penalty: 4676.182617
	Iteration 54Q: 3 clusters Score -1925484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1925483.500000 Penalty: 4676.182617
	Iteration 55Q: 3 clusters Score -1925484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1925486.125000 Penalty: 4676.182617
	Iteration 56Q: 3 clusters Score -1925486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1925488.375000 Penalty: 4676.182617
	Iteration 57Q: 3 clusters Score -1925488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1925483.750000 Penalty: 4676.182617
	Iteration 58Q: 3 clusters Score -1925484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1925486.375000 Penalty: 4676.182617
	Iteration 59Q: 3 clusters Score -1925486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1925484.875000 Penalty: 4676.182617
	Iteration 60F: 3 clusters Score -1925485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1925485.375000 Penalty: 4676.182617
	Iteration 61Q: 3 clusters Score -1925485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1925485.375000 Penalty: 4676.182617
	Iteration 62F: 3 clusters Score -1925485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -248933.609375 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -248933.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -246441.875000 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -246441.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -247044.343750 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -247044.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -247473.812500 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -247473.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247757.609375 Penalty: 3713.360107
	Iteration 3F: 3 clusters Score -247757.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247929.093750 Penalty: 3713.360107
	Iteration 4F: 3 clusters Score -247929.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248060.140625 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -248060.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -248155.359375 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -248155.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -248241.156250 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -248241.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248316.609375 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -248316.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -248375.000000 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -248375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248407.515625 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -248407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -248426.656250 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -248426.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -248453.406250 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -248453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -248470.406250 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -248470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -248488.609375 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -248488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -248501.703125 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -248501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -248506.500000 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -248506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -248516.750000 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -248516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248520.328125 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -248520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -248523.140625 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -248523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -248525.921875 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -248525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -248528.046875 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -248528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -248530.000000 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -248530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -248531.828125 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -248531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -248536.984375 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -248537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -248539.031250 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -248539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -248539.031250 Penalty: 3713.360107
	Iteration 26F: 3 clusters Score -248539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Entering Unmasked Estep 
Score: -4846101.000000 Penalty: 2567.986816
	Iteration 0F: 2 clusters Score -4846101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4824580.000000 Penalty: 5135.973633
	Iteration 0F: 3 clusters Score -4824580 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4832297.000000 Penalty: 5135.973633
	Iteration 1F: 3 clusters Score -4832297 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4832779.000000 Penalty: 5135.973633
	Iteration 2Q: 3 clusters Score -4832779 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4833139.000000 Penalty: 5135.973633
	Iteration 3Q: 3 clusters Score -4833139 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4833475.000000 Penalty: 5135.973633
	Iteration 4Q: 3 clusters Score -4833475 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4833751.000000 Penalty: 5135.973633
	Iteration 5Q: 3 clusters Score -4833751 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4833987.500000 Penalty: 5135.973633
	Iteration 6Q: 3 clusters Score -4833988 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4834236.500000 Penalty: 5135.973633
	Iteration 7Q: 3 clusters Score -4834236 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4834493.500000 Penalty: 5135.973633
	Iteration 8Q: 3 clusters Score -4834494 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4834788.000000 Penalty: 5135.973633
	Iteration 9Q: 3 clusters Score -4834788 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4835161.500000 Penalty: 5135.973633
	Iteration 10Q: 3 clusters Score -4835162 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4835671.000000 Penalty: 5135.973633
	Iteration 11Q: 3 clusters Score -4835671 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4836335.000000 Penalty: 5135.973633
	Iteration 12Q: 3 clusters Score -4836335 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4837269.000000 Penalty: 5135.973633
	Iteration 13Q: 3 clusters Score -4837269 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4838401.000000 Penalty: 5135.973633
	Iteration 14F: 3 clusters Score -4838401 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4839705.000000 Penalty: 5135.973633
	Iteration 15F: 3 clusters Score -4839705 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4840958.500000 Penalty: 5135.973633
	Iteration 16Q: 3 clusters Score -4840958 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4841992.000000 Penalty: 5135.973633
	Iteration 17Q: 3 clusters Score -4841992 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4842660.500000 Penalty: 5135.973633
	Iteration 18Q: 3 clusters Score -4842660 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4843038.500000 Penalty: 5135.973633
	Iteration 19Q: 3 clusters Score -4843038 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4843282.000000 Penalty: 5135.973633
	Iteration 20F: 3 clusters Score -4843282 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4843426.500000 Penalty: 5135.973633
	Iteration 21Q: 3 clusters Score -4843426 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4843571.500000 Penalty: 5135.973633
	Iteration 22Q: 3 clusters Score -4843572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4843653.000000 Penalty: 5135.973633
	Iteration 23Q: 3 clusters Score -4843653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4843718.500000 Penalty: 5135.973633
	Iteration 24Q: 3 clusters Score -4843718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4843741.500000 Penalty: 5135.973633
	Iteration 25Q: 3 clusters Score -4843742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4843772.000000 Penalty: 5135.973633
	Iteration 26Q: 3 clusters Score -4843772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4843790.500000 Penalty: 5135.973633
	Iteration 27Q: 3 clusters Score -4843790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4843808.000000 Penalty: 5135.973633
	Iteration 28Q: 3 clusters Score -4843808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4843820.500000 Penalty: 5135.973633
	Iteration 29Q: 3 clusters Score -4843820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4843827.000000 Penalty: 5135.973633
	Iteration 30Q: 3 clusters Score -4843827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4843837.000000 Penalty: 5135.973633
	Iteration 31Q: 3 clusters Score -4843837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4843845.500000 Penalty: 5135.973633
	Iteration 32Q: 3 clusters Score -4843846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4843846.500000 Penalty: 5135.973633
	Iteration 33Q: 3 clusters Score -4843846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4843851.500000 Penalty: 5135.973633
	Iteration 34Q: 3 clusters Score -4843852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4843862.000000 Penalty: 5135.973633
	Iteration 35Q: 3 clusters Score -4843862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4843865.000000 Penalty: 5135.973633
	Iteration 36Q: 3 clusters Score -4843865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4843865.000000 Penalty: 5135.973633
	Iteration 37Q: 3 clusters Score -4843865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4843866.000000 Penalty: 5135.973633
	Iteration 38Q: 3 clusters Score -4843866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4843865.500000 Penalty: 5135.973633
	Iteration 39Q: 3 clusters Score -4843866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4843871.500000 Penalty: 5135.973633
	Iteration 40F: 3 clusters Score -4843872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4843872.000000 Penalty: 5135.973633
	Iteration 41Q: 3 clusters Score -4843872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4843873.500000 Penalty: 5135.973633
	Iteration 42Q: 3 clusters Score -4843874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4843869.500000 Penalty: 5135.973633
	Iteration 43Q: 3 clusters Score -4843870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4843874.500000 Penalty: 5135.973633
	Iteration 44Q: 3 clusters Score -4843874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4843869.500000 Penalty: 5135.973633
	Iteration 45Q: 3 clusters Score -4843870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4843870.000000 Penalty: 5135.973633
	Iteration 46Q: 3 clusters Score -4843870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4843871.000000 Penalty: 5135.973633
	Iteration 47Q: 3 clusters Score -4843871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4843872.000000 Penalty: 5135.973633
	Iteration 48Q: 3 clusters Score -4843872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4843866.000000 Penalty: 5135.973633
	Iteration 49Q: 3 clusters Score -4843866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4843870.000000 Penalty: 5135.973633
	Iteration 50Q: 3 clusters Score -4843870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4843875.500000 Penalty: 5135.973633
	Iteration 51Q: 3 clusters Score -4843876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4843872.500000 Penalty: 5135.973633
	Iteration 52Q: 3 clusters Score -4843872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4843874.500000 Penalty: 5135.973633
	Iteration 53Q: 3 clusters Score -4843874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4843878.000000 Penalty: 5135.973633
	Iteration 54Q: 3 clusters Score -4843878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4843878.000000 Penalty: 5135.973633
	Iteration 55Q: 3 clusters Score -4843878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4843881.000000 Penalty: 5135.973633
	Iteration 56Q: 3 clusters Score -4843881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4843878.500000 Penalty: 5135.973633
	Iteration 57Q: 3 clusters Score -4843878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4843878.500000 Penalty: 5135.973633
	Iteration 58F: 3 clusters Score -4843878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67538.453125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67538.45 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67884.820312 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -67884.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68129.984375 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68129.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68464.523438 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -68464.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68613.570312 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68613.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68710.281250 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68710.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68747.687500 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68747.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68808.601562 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68856.929688 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68856.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68896.828125 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68896.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68914.101562 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68918.140625 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68918.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68936.906250 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -68936.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68974.992188 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -68974.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68976.562500 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -68976.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68978.671875 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -68978.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68983.437500 Penalty: 3118.777832
	Iteration 16F: 3 clusters Score -68983.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68995.054688 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -68995.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69022.265625 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -69022.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69105.273438 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -69105.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69112.312500 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -69112.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69229.171875 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -69229.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69247.609375 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -69247.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69263.585938 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -69263.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -69269.632812 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -69269.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69273.953125 Penalty: 3118.777832
	Iteration 25Q: 3 clusters Score -69273.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69283.781250 Penalty: 3118.777832
	Iteration 26Q: 3 clusters Score -69283.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69283.781250 Penalty: 3118.777832
	Iteration 27F: 3 clusters Score -69283.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64238 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 352 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 44007 members 
Mstep: Class 12 contains 107887 members 
Mstep: Class 13 contains 28858 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 97932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 18 contains 41492 members 
Mstep: Class 19 contains 107576 members 
Mstep: Class 20 contains 50313 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 100378 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 186 members 
Entering Unmasked Estep 
Score: -137789648.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137791152.000000 to -137789648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -1324312.500000 Penalty: 2258.860352
	Iteration 0F: 2 clusters Score -1324312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1317210.125000 Penalty: 4517.720703
	Iteration 0F: 3 clusters Score -1317210 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1319464.500000 Penalty: 4517.720703
	Iteration 1F: 3 clusters Score -1319464 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1319977.750000 Penalty: 4517.720703
	Iteration 2F: 3 clusters Score -1319978 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1320440.000000 Penalty: 4517.720703
	Iteration 3F: 3 clusters Score -1320440 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1320923.250000 Penalty: 4517.720703
	Iteration 4F: 3 clusters Score -1320923 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1321372.625000 Penalty: 4517.720703
	Iteration 5F: 3 clusters Score -1321373 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1321780.625000 Penalty: 4517.720703
	Iteration 6F: 3 clusters Score -1321781 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1322160.750000 Penalty: 4517.720703
	Iteration 7F: 3 clusters Score -1322161 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1322420.125000 Penalty: 4517.720703
	Iteration 8Q: 3 clusters Score -1322420 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1322608.625000 Penalty: 4517.720703
	Iteration 9Q: 3 clusters Score -1322609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1322772.250000 Penalty: 4517.720703
	Iteration 10Q: 3 clusters Score -1322772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1322903.750000 Penalty: 4517.720703
	Iteration 11Q: 3 clusters Score -1322904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1323005.750000 Penalty: 4517.720703
	Iteration 12Q: 3 clusters Score -1323006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1323072.500000 Penalty: 4517.720703
	Iteration 13Q: 3 clusters Score -1323072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1323108.375000 Penalty: 4517.720703
	Iteration 14Q: 3 clusters Score -1323108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1323125.250000 Penalty: 4517.720703
	Iteration 15Q: 3 clusters Score -1323125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1323135.500000 Penalty: 4517.720703
	Iteration 16Q: 3 clusters Score -1323136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1323140.125000 Penalty: 4517.720703
	Iteration 17Q: 3 clusters Score -1323140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1323145.875000 Penalty: 4517.720703
	Iteration 18Q: 3 clusters Score -1323146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1323152.250000 Penalty: 4517.720703
	Iteration 19Q: 3 clusters Score -1323152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1323158.750000 Penalty: 4517.720703
	Iteration 20F: 3 clusters Score -1323159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1323162.375000 Penalty: 4517.720703
	Iteration 21Q: 3 clusters Score -1323162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1323165.250000 Penalty: 4517.720703
	Iteration 22Q: 3 clusters Score -1323165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1323165.375000 Penalty: 4517.720703
	Iteration 23Q: 3 clusters Score -1323165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1323165.375000 Penalty: 4517.720703
	Iteration 24F: 3 clusters Score -1323165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Entering Unmasked Estep 
Score: -6790706.000000 Penalty: 2651.641846
	Iteration 0F: 2 clusters Score -6790706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6761078.500000 Penalty: 5303.283691
	Iteration 0F: 3 clusters Score -6761078 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6772190.000000 Penalty: 5303.283691
	Iteration 1F: 3 clusters Score -6772190 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -6772657.500000 Penalty: 5303.283691
	Iteration 2Q: 3 clusters Score -6772658 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -6773086.500000 Penalty: 5303.283691
	Iteration 3Q: 3 clusters Score -6773086 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -6773495.500000 Penalty: 5303.283691
	Iteration 4Q: 3 clusters Score -6773496 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -6773967.500000 Penalty: 5303.283691
	Iteration 5Q: 3 clusters Score -6773968 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -6774455.500000 Penalty: 5303.283691
	Iteration 6Q: 3 clusters Score -6774456 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -6775044.000000 Penalty: 5303.283691
	Iteration 7Q: 3 clusters Score -6775044 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -6775784.000000 Penalty: 5303.283691
	Iteration 8Q: 3 clusters Score -6775784 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6776763.000000 Penalty: 5303.283691
	Iteration 9Q: 3 clusters Score -6776763 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -6777819.000000 Penalty: 5303.283691
	Iteration 10Q: 3 clusters Score -6777819 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6779138.000000 Penalty: 5303.283691
	Iteration 11Q: 3 clusters Score -6779138 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6780545.500000 Penalty: 5303.283691
	Iteration 12F: 3 clusters Score -6780546 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -6781738.500000 Penalty: 5303.283691
	Iteration 13Q: 3 clusters Score -6781738 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -6782441.500000 Penalty: 5303.283691
	Iteration 14Q: 3 clusters Score -6782442 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -6782809.500000 Penalty: 5303.283691
	Iteration 15Q: 3 clusters Score -6782810 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -6783041.000000 Penalty: 5303.283691
	Iteration 16Q: 3 clusters Score -6783041 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6783259.500000 Penalty: 5303.283691
	Iteration 17Q: 3 clusters Score -6783260 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6783458.500000 Penalty: 5303.283691
	Iteration 18Q: 3 clusters Score -6783458 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6783597.000000 Penalty: 5303.283691
	Iteration 19Q: 3 clusters Score -6783597 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6783694.500000 Penalty: 5303.283691
	Iteration 20F: 3 clusters Score -6783694 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -6783758.500000 Penalty: 5303.283691
	Iteration 21Q: 3 clusters Score -6783758 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -6783844.000000 Penalty: 5303.283691
	Iteration 22Q: 3 clusters Score -6783844 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -6783949.500000 Penalty: 5303.283691
	Iteration 23Q: 3 clusters Score -6783950 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -6784057.000000 Penalty: 5303.283691
	Iteration 24Q: 3 clusters Score -6784057 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6784120.500000 Penalty: 5303.283691
	Iteration 25Q: 3 clusters Score -6784120 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -6784180.500000 Penalty: 5303.283691
	Iteration 26Q: 3 clusters Score -6784180 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -6784240.000000 Penalty: 5303.283691
	Iteration 27Q: 3 clusters Score -6784240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -6784279.000000 Penalty: 5303.283691
	Iteration 28Q: 3 clusters Score -6784279 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -6784368.000000 Penalty: 5303.283691
	Iteration 29Q: 3 clusters Score -6784368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6784407.000000 Penalty: 5303.283691
	Iteration 30Q: 3 clusters Score -6784407 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -6784464.000000 Penalty: 5303.283691
	Iteration 31Q: 3 clusters Score -6784464 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -6784477.500000 Penalty: 5303.283691
	Iteration 32Q: 3 clusters Score -6784478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -6784526.000000 Penalty: 5303.283691
	Iteration 33Q: 3 clusters Score -6784526 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6784558.000000 Penalty: 5303.283691
	Iteration 34Q: 3 clusters Score -6784558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6784596.000000 Penalty: 5303.283691
	Iteration 35Q: 3 clusters Score -6784596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6784620.500000 Penalty: 5303.283691
	Iteration 36Q: 3 clusters Score -6784620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -6784641.000000 Penalty: 5303.283691
	Iteration 37Q: 3 clusters Score -6784641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -6784666.000000 Penalty: 5303.283691
	Iteration 38Q: 3 clusters Score -6784666 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -6784681.500000 Penalty: 5303.283691
	Iteration 39Q: 3 clusters Score -6784682 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -6784691.000000 Penalty: 5303.283691
	Iteration 40F: 3 clusters Score -6784691 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -6784695.000000 Penalty: 5303.283691
	Iteration 41Q: 3 clusters Score -6784695 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -6784724.000000 Penalty: 5303.283691
	Iteration 42Q: 3 clusters Score -6784724 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -6784759.500000 Penalty: 5303.283691
	Iteration 43Q: 3 clusters Score -6784760 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6784783.000000 Penalty: 5303.283691
	Iteration 44Q: 3 clusters Score -6784783 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -6784825.500000 Penalty: 5303.283691
	Iteration 45Q: 3 clusters Score -6784826 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -6784868.500000 Penalty: 5303.283691
	Iteration 46Q: 3 clusters Score -6784868 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6784915.000000 Penalty: 5303.283691
	Iteration 47Q: 3 clusters Score -6784915 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6784998.000000 Penalty: 5303.283691
	Iteration 48Q: 3 clusters Score -6784998 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -6785026.000000 Penalty: 5303.283691
	Iteration 49Q: 3 clusters Score -6785026 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -6785099.500000 Penalty: 5303.283691
	Iteration 50Q: 3 clusters Score -6785100 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -6785144.000000 Penalty: 5303.283691
	Iteration 51Q: 3 clusters Score -6785144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -6785226.500000 Penalty: 5303.283691
	Iteration 52Q: 3 clusters Score -6785226 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6785342.000000 Penalty: 5303.283691
	Iteration 53Q: 3 clusters Score -6785342 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -6785398.500000 Penalty: 5303.283691
	Iteration 54Q: 3 clusters Score -6785398 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -6785490.000000 Penalty: 5303.283691
	Iteration 55Q: 3 clusters Score -6785490 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -6785585.500000 Penalty: 5303.283691
	Iteration 56Q: 3 clusters Score -6785586 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -6785682.000000 Penalty: 5303.283691
	Iteration 57Q: 3 clusters Score -6785682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6785811.500000 Penalty: 5303.283691
	Iteration 58Q: 3 clusters Score -6785812 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -6785917.000000 Penalty: 5303.283691
	Iteration 59Q: 3 clusters Score -6785917 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6786061.500000 Penalty: 5303.283691
	Iteration 60F: 3 clusters Score -6786062 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -6786159.500000 Penalty: 5303.283691
	Iteration 61Q: 3 clusters Score -6786160 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -6786281.000000 Penalty: 5303.283691
	Iteration 62Q: 3 clusters Score -6786281 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -6786427.500000 Penalty: 5303.283691
	Iteration 63Q: 3 clusters Score -6786428 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -6786620.000000 Penalty: 5303.283691
	Iteration 64Q: 3 clusters Score -6786620 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -6786756.000000 Penalty: 5303.283691
	Iteration 65Q: 3 clusters Score -6786756 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -6786913.000000 Penalty: 5303.283691
	Iteration 66Q: 3 clusters Score -6786913 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -6787067.500000 Penalty: 5303.283691
	Iteration 67Q: 3 clusters Score -6787068 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -6787252.000000 Penalty: 5303.283691
	Iteration 68Q: 3 clusters Score -6787252 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -6787408.000000 Penalty: 5303.283691
	Iteration 69Q: 3 clusters Score -6787408 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -6787550.500000 Penalty: 5303.283691
	Iteration 70Q: 3 clusters Score -6787550 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6787681.000000 Penalty: 5303.283691
	Iteration 71Q: 3 clusters Score -6787681 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -6787818.000000 Penalty: 5303.283691
	Iteration 72Q: 3 clusters Score -6787818 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6787905.000000 Penalty: 5303.283691
	Iteration 73Q: 3 clusters Score -6787905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6787972.500000 Penalty: 5303.283691
	Iteration 74Q: 3 clusters Score -6787972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6788060.000000 Penalty: 5303.283691
	Iteration 75Q: 3 clusters Score -6788060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6788137.000000 Penalty: 5303.283691
	Iteration 76Q: 3 clusters Score -6788137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6788204.500000 Penalty: 5303.283691
	Iteration 77Q: 3 clusters Score -6788204 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6788259.500000 Penalty: 5303.283691
	Iteration 78Q: 3 clusters Score -6788260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6788298.000000 Penalty: 5303.283691
	Iteration 79Q: 3 clusters Score -6788298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6788331.000000 Penalty: 5303.283691
	Iteration 80F: 3 clusters Score -6788331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6788376.500000 Penalty: 5303.283691
	Iteration 81Q: 3 clusters Score -6788376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6788408.000000 Penalty: 5303.283691
	Iteration 82Q: 3 clusters Score -6788408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6788438.000000 Penalty: 5303.283691
	Iteration 83Q: 3 clusters Score -6788438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6788477.000000 Penalty: 5303.283691
	Iteration 84Q: 3 clusters Score -6788477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6788505.000000 Penalty: 5303.283691
	Iteration 85Q: 3 clusters Score -6788505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6788500.500000 Penalty: 5303.283691
	Iteration 86Q: 3 clusters Score -6788500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6788524.000000 Penalty: 5303.283691
	Iteration 87Q: 3 clusters Score -6788524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6788535.500000 Penalty: 5303.283691
	Iteration 88Q: 3 clusters Score -6788536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6788570.000000 Penalty: 5303.283691
	Iteration 89Q: 3 clusters Score -6788570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6788565.500000 Penalty: 5303.283691
	Iteration 90Q: 3 clusters Score -6788566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6788575.000000 Penalty: 5303.283691
	Iteration 91Q: 3 clusters Score -6788575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6788582.500000 Penalty: 5303.283691
	Iteration 92Q: 3 clusters Score -6788582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6788590.500000 Penalty: 5303.283691
	Iteration 93Q: 3 clusters Score -6788590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6788610.000000 Penalty: 5303.283691
	Iteration 94Q: 3 clusters Score -6788610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6788617.500000 Penalty: 5303.283691
	Iteration 95Q: 3 clusters Score -6788618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6788625.500000 Penalty: 5303.283691
	Iteration 96Q: 3 clusters Score -6788626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6788627.000000 Penalty: 5303.283691
	Iteration 97Q: 3 clusters Score -6788627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6788620.000000 Penalty: 5303.283691
	Iteration 98Q: 3 clusters Score -6788620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6788628.500000 Penalty: 5303.283691
	Iteration 99Q: 3 clusters Score -6788628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6788631.000000 Penalty: 5303.283691
	Iteration 100F: 3 clusters Score -6788631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6788630.000000 Penalty: 5303.283691
	Iteration 101Q: 3 clusters Score -6788630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6788633.500000 Penalty: 5303.283691
	Iteration 102Q: 3 clusters Score -6788634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6788630.000000 Penalty: 5303.283691
	Iteration 103Q: 3 clusters Score -6788630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6788634.500000 Penalty: 5303.283691
	Iteration 104Q: 3 clusters Score -6788634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6788637.500000 Penalty: 5303.283691
	Iteration 105Q: 3 clusters Score -6788638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6788637.500000 Penalty: 5303.283691
	Iteration 106F: 3 clusters Score -6788638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Entering Unmasked Estep 
Score: -16657676.000000 Penalty: 2874.032227
	Iteration 0F: 2 clusters Score -1.665768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -16587978.000000 Penalty: 5748.064453
	Iteration 0F: 3 clusters Score -1.658798e+07 nChanged 51142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -16616899.000000 Penalty: 5748.064453
	Iteration 1F: 3 clusters Score -1.66169e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -16617822.000000 Penalty: 5748.064453
	Iteration 2Q: 3 clusters Score -1.661782e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -16619023.000000 Penalty: 5748.064453
	Iteration 3Q: 3 clusters Score -1.661902e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -16620794.000000 Penalty: 5748.064453
	Iteration 4Q: 3 clusters Score -1.662079e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -16623005.000000 Penalty: 5748.064453
	Iteration 5Q: 3 clusters Score -1.6623e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -16626244.000000 Penalty: 5748.064453
	Iteration 6F: 3 clusters Score -1.662624e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -16630508.000000 Penalty: 5748.064453
	Iteration 7F: 3 clusters Score -1.663051e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -16635103.000000 Penalty: 5748.064453
	Iteration 8F: 3 clusters Score -1.66351e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -16639446.000000 Penalty: 5748.064453
	Iteration 9F: 3 clusters Score -1.663945e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -16643152.000000 Penalty: 5748.064453
	Iteration 10Q: 3 clusters Score -1.664315e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -16645627.000000 Penalty: 5748.064453
	Iteration 11Q: 3 clusters Score -1.664563e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -16647830.000000 Penalty: 5748.064453
	Iteration 12Q: 3 clusters Score -1.664783e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -16649199.000000 Penalty: 5748.064453
	Iteration 13Q: 3 clusters Score -1.66492e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -16650282.000000 Penalty: 5748.064453
	Iteration 14Q: 3 clusters Score -1.665028e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -16651171.000000 Penalty: 5748.064453
	Iteration 15Q: 3 clusters Score -1.665117e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -16652177.000000 Penalty: 5748.064453
	Iteration 16Q: 3 clusters Score -1.665218e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -16652827.000000 Penalty: 5748.064453
	Iteration 17Q: 3 clusters Score -1.665283e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -16653380.000000 Penalty: 5748.064453
	Iteration 18Q: 3 clusters Score -1.665338e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -16653861.000000 Penalty: 5748.064453
	Iteration 19Q: 3 clusters Score -1.665386e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -16654308.000000 Penalty: 5748.064453
	Iteration 20F: 3 clusters Score -1.665431e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -16654535.000000 Penalty: 5748.064453
	Iteration 21Q: 3 clusters Score -1.665454e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -16654761.000000 Penalty: 5748.064453
	Iteration 22Q: 3 clusters Score -1.665476e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -16654887.000000 Penalty: 5748.064453
	Iteration 23Q: 3 clusters Score -1.665489e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -16654991.000000 Penalty: 5748.064453
	Iteration 24Q: 3 clusters Score -1.665499e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -16655091.000000 Penalty: 5748.064453
	Iteration 25Q: 3 clusters Score -1.665509e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -16655127.000000 Penalty: 5748.064453
	Iteration 26Q: 3 clusters Score -1.665513e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -16655213.000000 Penalty: 5748.064453
	Iteration 27Q: 3 clusters Score -1.665521e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -16655253.000000 Penalty: 5748.064453
	Iteration 28Q: 3 clusters Score -1.665525e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -16655261.000000 Penalty: 5748.064453
	Iteration 29Q: 3 clusters Score -1.665526e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -16655318.000000 Penalty: 5748.064453
	Iteration 30Q: 3 clusters Score -1.665532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -16655312.000000 Penalty: 5748.064453
	Iteration 31Q: 3 clusters Score -1.665531e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -16655328.000000 Penalty: 5748.064453
	Iteration 32Q: 3 clusters Score -1.665533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -16655348.000000 Penalty: 5748.064453
	Iteration 33Q: 3 clusters Score -1.665535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -16655352.000000 Penalty: 5748.064453
	Iteration 34Q: 3 clusters Score -1.665535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -16655372.000000 Penalty: 5748.064453
	Iteration 35Q: 3 clusters Score -1.665537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -16655387.000000 Penalty: 5748.064453
	Iteration 36Q: 3 clusters Score -1.665539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -16655441.000000 Penalty: 5748.064453
	Iteration 37Q: 3 clusters Score -1.665544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -16655439.000000 Penalty: 5748.064453
	Iteration 38Q: 3 clusters Score -1.665544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -16655444.000000 Penalty: 5748.064453
	Iteration 39Q: 3 clusters Score -1.665544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -16655437.000000 Penalty: 5748.064453
	Iteration 40F: 3 clusters Score -1.665544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -16655442.000000 Penalty: 5748.064453
	Iteration 41Q: 3 clusters Score -1.665544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -16655457.000000 Penalty: 5748.064453
	Iteration 42Q: 3 clusters Score -1.665546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -16655445.000000 Penalty: 5748.064453
	Iteration 43Q: 3 clusters Score -1.665544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -16655448.000000 Penalty: 5748.064453
	Iteration 44Q: 3 clusters Score -1.665545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -16655443.000000 Penalty: 5748.064453
	Iteration 45Q: 3 clusters Score -1.665544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -16655454.000000 Penalty: 5748.064453
	Iteration 46Q: 3 clusters Score -1.665545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -16655455.000000 Penalty: 5748.064453
	Iteration 47Q: 3 clusters Score -1.665546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -16655454.000000 Penalty: 5748.064453
	Iteration 48Q: 3 clusters Score -1.665545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -16655449.000000 Penalty: 5748.064453
	Iteration 49Q: 3 clusters Score -1.665545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -16655448.000000 Penalty: 5748.064453
	Iteration 50Q: 3 clusters Score -1.665545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -16655454.000000 Penalty: 5748.064453
	Iteration 51Q: 3 clusters Score -1.665545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -16655455.000000 Penalty: 5748.064453
	Iteration 52Q: 3 clusters Score -1.665546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -16655462.000000 Penalty: 5748.064453
	Iteration 53Q: 3 clusters Score -1.665546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -16655459.000000 Penalty: 5748.064453
	Iteration 54Q: 3 clusters Score -1.665546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -16655445.000000 Penalty: 5748.064453
	Iteration 55Q: 3 clusters Score -1.665544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -16655443.000000 Penalty: 5748.064453
	Iteration 56Q: 3 clusters Score -1.665544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -16655452.000000 Penalty: 5748.064453
	Iteration 57Q: 3 clusters Score -1.665545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -16655456.000000 Penalty: 5748.064453
	Iteration 58Q: 3 clusters Score -1.665546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -16655452.000000 Penalty: 5748.064453
	Iteration 59Q: 3 clusters Score -1.665545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -16655446.000000 Penalty: 5748.064453
	Iteration 60F: 3 clusters Score -1.665545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Entering Unmasked Estep 
Score: -4327817.500000 Penalty: 2546.995361
	Iteration 0F: 2 clusters Score -4327818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4308002.500000 Penalty: 5093.990723
	Iteration 0F: 3 clusters Score -4308002 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4314888.000000 Penalty: 5093.990723
	Iteration 1F: 3 clusters Score -4314888 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4315409.000000 Penalty: 5093.990723
	Iteration 2F: 3 clusters Score -4315409 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4315938.500000 Penalty: 5093.990723
	Iteration 3Q: 3 clusters Score -4315938 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4316447.000000 Penalty: 5093.990723
	Iteration 4Q: 3 clusters Score -4316447 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4317124.500000 Penalty: 5093.990723
	Iteration 5Q: 3 clusters Score -4317124 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4318070.500000 Penalty: 5093.990723
	Iteration 6F: 3 clusters Score -4318070 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -4319245.500000 Penalty: 5093.990723
	Iteration 7F: 3 clusters Score -4319246 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4320650.000000 Penalty: 5093.990723
	Iteration 8F: 3 clusters Score -4320650 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4322033.000000 Penalty: 5093.990723
	Iteration 9F: 3 clusters Score -4322033 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4323172.000000 Penalty: 5093.990723
	Iteration 10F: 3 clusters Score -4323172 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4324077.500000 Penalty: 5093.990723
	Iteration 11Q: 3 clusters Score -4324078 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4324657.000000 Penalty: 5093.990723
	Iteration 12Q: 3 clusters Score -4324657 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4325023.000000 Penalty: 5093.990723
	Iteration 13Q: 3 clusters Score -4325023 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4325271.000000 Penalty: 5093.990723
	Iteration 14Q: 3 clusters Score -4325271 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4325407.500000 Penalty: 5093.990723
	Iteration 15Q: 3 clusters Score -4325408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4325486.500000 Penalty: 5093.990723
	Iteration 16Q: 3 clusters Score -4325486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4325524.000000 Penalty: 5093.990723
	Iteration 17Q: 3 clusters Score -4325524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4325552.000000 Penalty: 5093.990723
	Iteration 18Q: 3 clusters Score -4325552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4325570.000000 Penalty: 5093.990723
	Iteration 19Q: 3 clusters Score -4325570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4325582.500000 Penalty: 5093.990723
	Iteration 20F: 3 clusters Score -4325582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4325583.500000 Penalty: 5093.990723
	Iteration 21Q: 3 clusters Score -4325584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4325585.000000 Penalty: 5093.990723
	Iteration 22Q: 3 clusters Score -4325585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4325590.500000 Penalty: 5093.990723
	Iteration 23Q: 3 clusters Score -4325590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4325598.000000 Penalty: 5093.990723
	Iteration 24Q: 3 clusters Score -4325598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4325596.500000 Penalty: 5093.990723
	Iteration 25Q: 3 clusters Score -4325596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4325596.500000 Penalty: 5093.990723
	Iteration 26F: 3 clusters Score -4325596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -737182.687500 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -737182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -732768.750000 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -732768.8 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -734148.250000 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -734148.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -734574.375000 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -734574.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -734885.187500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -734885.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -735112.937500 Penalty: 4224.924316
	Iteration 4F: 3 clusters Score -735112.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -735304.875000 Penalty: 4224.924316
	Iteration 5Q: 3 clusters Score -735304.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -735467.500000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -735467.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -735582.312500 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -735582.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -735659.125000 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -735659.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -735722.812500 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -735722.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -735770.812500 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -735770.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -735808.062500 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -735808.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -735828.437500 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -735828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -735835.812500 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -735835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -735842.312500 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -735842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -735845.187500 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -735845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -735848.000000 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -735848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -735850.875000 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -735850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -735853.875000 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -735853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -735853.187500 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -735853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -735855.312500 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -735855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -735855.812500 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -735855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -735855.500000 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -735855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -735855.500000 Penalty: 4224.924316
	Iteration 23F: 3 clusters Score -735855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Entering Unmasked Estep 
Score: -15097033.000000 Penalty: 2850.022949
	Iteration 0F: 2 clusters Score -1.509703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -15033412.000000 Penalty: 5700.045898
	Iteration 0F: 3 clusters Score -1.503341e+07 nChanged 46445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -15060050.000000 Penalty: 5700.045898
	Iteration 1F: 3 clusters Score -1.506005e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -15061128.000000 Penalty: 5700.045898
	Iteration 2Q: 3 clusters Score -1.506113e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -15062391.000000 Penalty: 5700.045898
	Iteration 3Q: 3 clusters Score -1.506239e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -15064345.000000 Penalty: 5700.045898
	Iteration 4Q: 3 clusters Score -1.506434e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -15067195.000000 Penalty: 5700.045898
	Iteration 5F: 3 clusters Score -1.50672e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -15071285.000000 Penalty: 5700.045898
	Iteration 6F: 3 clusters Score -1.507128e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -15076053.000000 Penalty: 5700.045898
	Iteration 7F: 3 clusters Score -1.507605e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -15080522.000000 Penalty: 5700.045898
	Iteration 8F: 3 clusters Score -1.508052e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -15083782.000000 Penalty: 5700.045898
	Iteration 9Q: 3 clusters Score -1.508378e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -15085751.000000 Penalty: 5700.045898
	Iteration 10Q: 3 clusters Score -1.508575e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -15086972.000000 Penalty: 5700.045898
	Iteration 11Q: 3 clusters Score -1.508697e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -15087871.000000 Penalty: 5700.045898
	Iteration 12Q: 3 clusters Score -1.508787e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -15088835.000000 Penalty: 5700.045898
	Iteration 13Q: 3 clusters Score -1.508884e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -15089717.000000 Penalty: 5700.045898
	Iteration 14Q: 3 clusters Score -1.508972e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -15090645.000000 Penalty: 5700.045898
	Iteration 15Q: 3 clusters Score -1.509064e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -15091531.000000 Penalty: 5700.045898
	Iteration 16Q: 3 clusters Score -1.509153e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -15092324.000000 Penalty: 5700.045898
	Iteration 17Q: 3 clusters Score -1.509232e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -15093010.000000 Penalty: 5700.045898
	Iteration 18Q: 3 clusters Score -1.509301e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -15093601.000000 Penalty: 5700.045898
	Iteration 19Q: 3 clusters Score -1.50936e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -15093970.000000 Penalty: 5700.045898
	Iteration 20F: 3 clusters Score -1.509397e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -15094225.000000 Penalty: 5700.045898
	Iteration 21Q: 3 clusters Score -1.509422e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -15094397.000000 Penalty: 5700.045898
	Iteration 22Q: 3 clusters Score -1.50944e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -15094542.000000 Penalty: 5700.045898
	Iteration 23Q: 3 clusters Score -1.509454e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -15094595.000000 Penalty: 5700.045898
	Iteration 24Q: 3 clusters Score -1.50946e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -15094651.000000 Penalty: 5700.045898
	Iteration 25Q: 3 clusters Score -1.509465e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -15094674.000000 Penalty: 5700.045898
	Iteration 26Q: 3 clusters Score -1.509467e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -15094700.000000 Penalty: 5700.045898
	Iteration 27Q: 3 clusters Score -1.50947e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -15094716.000000 Penalty: 5700.045898
	Iteration 28Q: 3 clusters Score -1.509472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -15094729.000000 Penalty: 5700.045898
	Iteration 29Q: 3 clusters Score -1.509473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -15094729.000000 Penalty: 5700.045898
	Iteration 30Q: 3 clusters Score -1.509473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -15094732.000000 Penalty: 5700.045898
	Iteration 31Q: 3 clusters Score -1.509473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -15094735.000000 Penalty: 5700.045898
	Iteration 32Q: 3 clusters Score -1.509474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -15094733.000000 Penalty: 5700.045898
	Iteration 33Q: 3 clusters Score -1.509473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -15094739.000000 Penalty: 5700.045898
	Iteration 34Q: 3 clusters Score -1.509474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -15094719.000000 Penalty: 5700.045898
	Iteration 35Q: 3 clusters Score -1.509472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -15094744.000000 Penalty: 5700.045898
	Iteration 36Q: 3 clusters Score -1.509474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -15094741.000000 Penalty: 5700.045898
	Iteration 37Q: 3 clusters Score -1.509474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -15094749.000000 Penalty: 5700.045898
	Iteration 38Q: 3 clusters Score -1.509475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -15094747.000000 Penalty: 5700.045898
	Iteration 39Q: 3 clusters Score -1.509475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -15094747.000000 Penalty: 5700.045898
	Iteration 40F: 3 clusters Score -1.509475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -15094734.000000 Penalty: 5700.045898
	Iteration 41Q: 3 clusters Score -1.509473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -15094748.000000 Penalty: 5700.045898
	Iteration 42Q: 3 clusters Score -1.509475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -15094733.000000 Penalty: 5700.045898
	Iteration 43Q: 3 clusters Score -1.509473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -15094744.000000 Penalty: 5700.045898
	Iteration 44Q: 3 clusters Score -1.509474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -15094735.000000 Penalty: 5700.045898
	Iteration 45Q: 3 clusters Score -1.509474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -15094746.000000 Penalty: 5700.045898
	Iteration 46Q: 3 clusters Score -1.509475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -15094739.000000 Penalty: 5700.045898
	Iteration 47Q: 3 clusters Score -1.509474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -15094745.000000 Penalty: 5700.045898
	Iteration 48Q: 3 clusters Score -1.509474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -15094751.000000 Penalty: 5700.045898
	Iteration 49Q: 3 clusters Score -1.509475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -15094750.000000 Penalty: 5700.045898
	Iteration 50Q: 3 clusters Score -1.509475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -15094744.000000 Penalty: 5700.045898
	Iteration 51Q: 3 clusters Score -1.509474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -15094757.000000 Penalty: 5700.045898
	Iteration 52Q: 3 clusters Score -1.509476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -15094754.000000 Penalty: 5700.045898
	Iteration 53Q: 3 clusters Score -1.509475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -15094757.000000 Penalty: 5700.045898
	Iteration 54Q: 3 clusters Score -1.509476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -15094756.000000 Penalty: 5700.045898
	Iteration 55Q: 3 clusters Score -1.509476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -15094756.000000 Penalty: 5700.045898
	Iteration 56F: 3 clusters Score -1.509476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38895.398438 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38895.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39188.140625 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39188.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39310.667969 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39310.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39486.039062 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -39486.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39565.792969 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39565.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39628.453125 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39628.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39703.691406 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39703.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39737.347656 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39737.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39765.324219 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39765.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39819.070312 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -39819.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39835.488281 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -39835.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39838.691406 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -39838.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39844.632812 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -39844.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39849.718750 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -39849.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39849.718750 Penalty: 2886.761230
	Iteration 14F: 3 clusters Score -39849.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Entering Unmasked Estep 
Score: -8843482.000000 Penalty: 2714.556885
	Iteration 0F: 2 clusters Score -8843482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8805208.000000 Penalty: 5429.113770
	Iteration 0F: 3 clusters Score -8805208 nChanged 26555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -8820137.000000 Penalty: 5429.113770
	Iteration 1F: 3 clusters Score -8820137 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -8820574.000000 Penalty: 5429.113770
	Iteration 2Q: 3 clusters Score -8820574 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -8821026.000000 Penalty: 5429.113770
	Iteration 3Q: 3 clusters Score -8821026 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -8821443.000000 Penalty: 5429.113770
	Iteration 4Q: 3 clusters Score -8821443 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -8822046.000000 Penalty: 5429.113770
	Iteration 5Q: 3 clusters Score -8822046 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -8822853.000000 Penalty: 5429.113770
	Iteration 6Q: 3 clusters Score -8822853 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -8824204.000000 Penalty: 5429.113770
	Iteration 7Q: 3 clusters Score -8824204 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -8826102.000000 Penalty: 5429.113770
	Iteration 8F: 3 clusters Score -8826102 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8828882.000000 Penalty: 5429.113770
	Iteration 9F: 3 clusters Score -8828882 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8832415.000000 Penalty: 5429.113770
	Iteration 10F: 3 clusters Score -8832415 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -8835701.000000 Penalty: 5429.113770
	Iteration 11F: 3 clusters Score -8835701 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -8838104.000000 Penalty: 5429.113770
	Iteration 12Q: 3 clusters Score -8838104 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -8839485.000000 Penalty: 5429.113770
	Iteration 13Q: 3 clusters Score -8839485 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -8840290.000000 Penalty: 5429.113770
	Iteration 14Q: 3 clusters Score -8840290 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -8840684.000000 Penalty: 5429.113770
	Iteration 15Q: 3 clusters Score -8840684 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -8840846.000000 Penalty: 5429.113770
	Iteration 16Q: 3 clusters Score -8840846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -8840934.000000 Penalty: 5429.113770
	Iteration 17Q: 3 clusters Score -8840934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -8840996.000000 Penalty: 5429.113770
	Iteration 18Q: 3 clusters Score -8840996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -8841026.000000 Penalty: 5429.113770
	Iteration 19Q: 3 clusters Score -8841026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -8841053.000000 Penalty: 5429.113770
	Iteration 20F: 3 clusters Score -8841053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -8841069.000000 Penalty: 5429.113770
	Iteration 21Q: 3 clusters Score -8841069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -8841073.000000 Penalty: 5429.113770
	Iteration 22Q: 3 clusters Score -8841073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -8841083.000000 Penalty: 5429.113770
	Iteration 23Q: 3 clusters Score -8841083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -8841094.000000 Penalty: 5429.113770
	Iteration 24Q: 3 clusters Score -8841094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -8841102.000000 Penalty: 5429.113770
	Iteration 25Q: 3 clusters Score -8841102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -8841117.000000 Penalty: 5429.113770
	Iteration 26Q: 3 clusters Score -8841117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -8841120.000000 Penalty: 5429.113770
	Iteration 27Q: 3 clusters Score -8841120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -8841123.000000 Penalty: 5429.113770
	Iteration 28Q: 3 clusters Score -8841123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -8841123.000000 Penalty: 5429.113770
	Iteration 29Q: 3 clusters Score -8841123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -8841126.000000 Penalty: 5429.113770
	Iteration 30Q: 3 clusters Score -8841126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -8841130.000000 Penalty: 5429.113770
	Iteration 31Q: 3 clusters Score -8841130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -8841130.000000 Penalty: 5429.113770
	Iteration 32Q: 3 clusters Score -8841130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -8841140.000000 Penalty: 5429.113770
	Iteration 33Q: 3 clusters Score -8841140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -8841138.000000 Penalty: 5429.113770
	Iteration 34Q: 3 clusters Score -8841138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -8841144.000000 Penalty: 5429.113770
	Iteration 35Q: 3 clusters Score -8841144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -8841145.000000 Penalty: 5429.113770
	Iteration 36Q: 3 clusters Score -8841145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -8841145.000000 Penalty: 5429.113770
	Iteration 37F: 3 clusters Score -8841145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Entering Unmasked Estep 
Score: -6231974.000000 Penalty: 2637.047363
	Iteration 0F: 2 clusters Score -6231974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6203824.500000 Penalty: 5274.094727
	Iteration 0F: 3 clusters Score -6203824 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -6214405.000000 Penalty: 5274.094727
	Iteration 1F: 3 clusters Score -6214405 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -6215154.500000 Penalty: 5274.094727
	Iteration 2Q: 3 clusters Score -6215154 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6215956.500000 Penalty: 5274.094727
	Iteration 3Q: 3 clusters Score -6215956 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -6217058.500000 Penalty: 5274.094727
	Iteration 4F: 3 clusters Score -6217058 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6218607.500000 Penalty: 5274.094727
	Iteration 5F: 3 clusters Score -6218608 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6220707.500000 Penalty: 5274.094727
	Iteration 6F: 3 clusters Score -6220708 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -6223213.500000 Penalty: 5274.094727
	Iteration 7F: 3 clusters Score -6223214 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6225478.000000 Penalty: 5274.094727
	Iteration 8F: 3 clusters Score -6225478 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -6226993.000000 Penalty: 5274.094727
	Iteration 9Q: 3 clusters Score -6226993 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6227967.500000 Penalty: 5274.094727
	Iteration 10Q: 3 clusters Score -6227968 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6228607.000000 Penalty: 5274.094727
	Iteration 11Q: 3 clusters Score -6228607 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -6229020.000000 Penalty: 5274.094727
	Iteration 12Q: 3 clusters Score -6229020 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -6229313.000000 Penalty: 5274.094727
	Iteration 13Q: 3 clusters Score -6229313 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -6229585.000000 Penalty: 5274.094727
	Iteration 14Q: 3 clusters Score -6229585 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -6229823.500000 Penalty: 5274.094727
	Iteration 15Q: 3 clusters Score -6229824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -6230075.000000 Penalty: 5274.094727
	Iteration 16Q: 3 clusters Score -6230075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -6230255.000000 Penalty: 5274.094727
	Iteration 17Q: 3 clusters Score -6230255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6230350.000000 Penalty: 5274.094727
	Iteration 18Q: 3 clusters Score -6230350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -6230432.000000 Penalty: 5274.094727
	Iteration 19Q: 3 clusters Score -6230432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -6230466.500000 Penalty: 5274.094727
	Iteration 20F: 3 clusters Score -6230466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -6230495.000000 Penalty: 5274.094727
	Iteration 21Q: 3 clusters Score -6230495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -6230503.500000 Penalty: 5274.094727
	Iteration 22Q: 3 clusters Score -6230504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -6230502.000000 Penalty: 5274.094727
	Iteration 23Q: 3 clusters Score -6230502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6230529.500000 Penalty: 5274.094727
	Iteration 24Q: 3 clusters Score -6230530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -6230525.500000 Penalty: 5274.094727
	Iteration 25Q: 3 clusters Score -6230526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6230538.500000 Penalty: 5274.094727
	Iteration 26Q: 3 clusters Score -6230538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -6230539.000000 Penalty: 5274.094727
	Iteration 27Q: 3 clusters Score -6230539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -6230548.500000 Penalty: 5274.094727
	Iteration 28Q: 3 clusters Score -6230548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6230546.000000 Penalty: 5274.094727
	Iteration 29Q: 3 clusters Score -6230546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6230550.000000 Penalty: 5274.094727
	Iteration 30Q: 3 clusters Score -6230550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6230550.500000 Penalty: 5274.094727
	Iteration 31Q: 3 clusters Score -6230550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6230551.500000 Penalty: 5274.094727
	Iteration 32Q: 3 clusters Score -6230552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6230557.000000 Penalty: 5274.094727
	Iteration 33Q: 3 clusters Score -6230557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -6230556.000000 Penalty: 5274.094727
	Iteration 34Q: 3 clusters Score -6230556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -6230564.000000 Penalty: 5274.094727
	Iteration 35Q: 3 clusters Score -6230564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6230561.000000 Penalty: 5274.094727
	Iteration 36Q: 3 clusters Score -6230561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6230563.000000 Penalty: 5274.094727
	Iteration 37Q: 3 clusters Score -6230563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6230559.500000 Penalty: 5274.094727
	Iteration 38Q: 3 clusters Score -6230560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -6230560.000000 Penalty: 5274.094727
	Iteration 39Q: 3 clusters Score -6230560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -6230560.000000 Penalty: 5274.094727
	Iteration 40F: 3 clusters Score -6230560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Entering Unmasked Estep 
Score: -16545256.000000 Penalty: 2873.316406
	Iteration 0F: 2 clusters Score -1.654526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -16475487.000000 Penalty: 5746.632812
	Iteration 0F: 3 clusters Score -1.647549e+07 nChanged 51046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -16505041.000000 Penalty: 5746.632812
	Iteration 1F: 3 clusters Score -1.650504e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -16505762.000000 Penalty: 5746.632812
	Iteration 2Q: 3 clusters Score -1.650576e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -16506687.000000 Penalty: 5746.632812
	Iteration 3Q: 3 clusters Score -1.650669e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -16507804.000000 Penalty: 5746.632812
	Iteration 4Q: 3 clusters Score -1.65078e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -16509415.000000 Penalty: 5746.632812
	Iteration 5Q: 3 clusters Score -1.650942e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -16511861.000000 Penalty: 5746.632812
	Iteration 6Q: 3 clusters Score -1.651186e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -16515341.000000 Penalty: 5746.632812
	Iteration 7F: 3 clusters Score -1.651534e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -16519729.000000 Penalty: 5746.632812
	Iteration 8F: 3 clusters Score -1.651973e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -16524975.000000 Penalty: 5746.632812
	Iteration 9F: 3 clusters Score -1.652498e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -16530812.000000 Penalty: 5746.632812
	Iteration 10F: 3 clusters Score -1.653081e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -16535404.000000 Penalty: 5746.632812
	Iteration 11F: 3 clusters Score -1.65354e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -16537871.000000 Penalty: 5746.632812
	Iteration 12Q: 3 clusters Score -1.653787e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -16538752.000000 Penalty: 5746.632812
	Iteration 13Q: 3 clusters Score -1.653875e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -16539230.000000 Penalty: 5746.632812
	Iteration 14Q: 3 clusters Score -1.653923e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -16539570.000000 Penalty: 5746.632812
	Iteration 15Q: 3 clusters Score -1.653957e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -16539929.000000 Penalty: 5746.632812
	Iteration 16Q: 3 clusters Score -1.653993e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -16540138.000000 Penalty: 5746.632812
	Iteration 17Q: 3 clusters Score -1.654014e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -16540374.000000 Penalty: 5746.632812
	Iteration 18Q: 3 clusters Score -1.654037e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -16540600.000000 Penalty: 5746.632812
	Iteration 19Q: 3 clusters Score -1.65406e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -16540828.000000 Penalty: 5746.632812
	Iteration 20F: 3 clusters Score -1.654083e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -16541108.000000 Penalty: 5746.632812
	Iteration 21Q: 3 clusters Score -1.654111e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -16541250.000000 Penalty: 5746.632812
	Iteration 22Q: 3 clusters Score -1.654125e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -16541507.000000 Penalty: 5746.632812
	Iteration 23Q: 3 clusters Score -1.654151e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -16541694.000000 Penalty: 5746.632812
	Iteration 24Q: 3 clusters Score -1.654169e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -16541781.000000 Penalty: 5746.632812
	Iteration 25Q: 3 clusters Score -1.654178e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -16542024.000000 Penalty: 5746.632812
	Iteration 26Q: 3 clusters Score -1.654202e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -16542201.000000 Penalty: 5746.632812
	Iteration 27Q: 3 clusters Score -1.65422e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -16542456.000000 Penalty: 5746.632812
	Iteration 28Q: 3 clusters Score -1.654246e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -16542680.000000 Penalty: 5746.632812
	Iteration 29Q: 3 clusters Score -1.654268e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -16542928.000000 Penalty: 5746.632812
	Iteration 30Q: 3 clusters Score -1.654293e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -16543048.000000 Penalty: 5746.632812
	Iteration 31Q: 3 clusters Score -1.654305e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -16543212.000000 Penalty: 5746.632812
	Iteration 32Q: 3 clusters Score -1.654321e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -16543329.000000 Penalty: 5746.632812
	Iteration 33Q: 3 clusters Score -1.654333e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -16543487.000000 Penalty: 5746.632812
	Iteration 34Q: 3 clusters Score -1.654349e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -16543659.000000 Penalty: 5746.632812
	Iteration 35Q: 3 clusters Score -1.654366e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -16543814.000000 Penalty: 5746.632812
	Iteration 36Q: 3 clusters Score -1.654381e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -16544004.000000 Penalty: 5746.632812
	Iteration 37Q: 3 clusters Score -1.6544e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -16544148.000000 Penalty: 5746.632812
	Iteration 38Q: 3 clusters Score -1.654415e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -16544238.000000 Penalty: 5746.632812
	Iteration 39Q: 3 clusters Score -1.654424e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -16544203.000000 Penalty: 5746.632812
	Iteration 40F: 3 clusters Score -1.65442e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -16544201.000000 Penalty: 5746.632812
	Iteration 41Q: 3 clusters Score -1.65442e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -16544272.000000 Penalty: 5746.632812
	Iteration 42Q: 3 clusters Score -1.654427e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -16544256.000000 Penalty: 5746.632812
	Iteration 43Q: 3 clusters Score -1.654426e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -16544268.000000 Penalty: 5746.632812
	Iteration 44Q: 3 clusters Score -1.654427e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -16544302.000000 Penalty: 5746.632812
	Iteration 45Q: 3 clusters Score -1.65443e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -16544255.000000 Penalty: 5746.632812
	Iteration 46Q: 3 clusters Score -1.654426e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -16544190.000000 Penalty: 5746.632812
	Iteration 47Q: 3 clusters Score -1.654419e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -16544208.000000 Penalty: 5746.632812
	Iteration 48Q: 3 clusters Score -1.654421e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -16544204.000000 Penalty: 5746.632812
	Iteration 49Q: 3 clusters Score -1.65442e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -16544149.000000 Penalty: 5746.632812
	Iteration 50Q: 3 clusters Score -1.654415e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -16544132.000000 Penalty: 5746.632812
	Iteration 51Q: 3 clusters Score -1.654413e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -16544095.000000 Penalty: 5746.632812
	Iteration 52Q: 3 clusters Score -1.65441e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -16544062.000000 Penalty: 5746.632812
	Iteration 53Q: 3 clusters Score -1.654406e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -16543997.000000 Penalty: 5746.632812
	Iteration 54Q: 3 clusters Score -1.6544e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -16543961.000000 Penalty: 5746.632812
	Iteration 55Q: 3 clusters Score -1.654396e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -16543918.000000 Penalty: 5746.632812
	Iteration 56Q: 3 clusters Score -1.654392e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104812 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -16543930.000000 Penalty: 5746.632812
	Iteration 57Q: 3 clusters Score -1.654393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16543887.000000 Penalty: 5746.632812
	Iteration 58Q: 3 clusters Score -1.654389e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16543903.000000 Penalty: 5746.632812
	Iteration 59Q: 3 clusters Score -1.65439e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -16543838.000000 Penalty: 5746.632812
	Iteration 60F: 3 clusters Score -1.654384e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -16543822.000000 Penalty: 5746.632812
	Iteration 61Q: 3 clusters Score -1.654382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -16543807.000000 Penalty: 5746.632812
	Iteration 62Q: 3 clusters Score -1.654381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -16543767.000000 Penalty: 5746.632812
	Iteration 63Q: 3 clusters Score -1.654377e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -16543782.000000 Penalty: 5746.632812
	Iteration 64Q: 3 clusters Score -1.654378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16543769.000000 Penalty: 5746.632812
	Iteration 65Q: 3 clusters Score -1.654377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16543812.000000 Penalty: 5746.632812
	Iteration 66Q: 3 clusters Score -1.654381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -16543796.000000 Penalty: 5746.632812
	Iteration 67Q: 3 clusters Score -1.65438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -16543801.000000 Penalty: 5746.632812
	Iteration 68Q: 3 clusters Score -1.65438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16543781.000000 Penalty: 5746.632812
	Iteration 69Q: 3 clusters Score -1.654378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16543770.000000 Penalty: 5746.632812
	Iteration 70Q: 3 clusters Score -1.654377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -16543768.000000 Penalty: 5746.632812
	Iteration 71Q: 3 clusters Score -1.654377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16543769.000000 Penalty: 5746.632812
	Iteration 72Q: 3 clusters Score -1.654377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -16543762.000000 Penalty: 5746.632812
	Iteration 73Q: 3 clusters Score -1.654376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -16543771.000000 Penalty: 5746.632812
	Iteration 74Q: 3 clusters Score -1.654377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16543763.000000 Penalty: 5746.632812
	Iteration 75Q: 3 clusters Score -1.654376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16543772.000000 Penalty: 5746.632812
	Iteration 76Q: 3 clusters Score -1.654377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16543760.000000 Penalty: 5746.632812
	Iteration 77Q: 3 clusters Score -1.654376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16543748.000000 Penalty: 5746.632812
	Iteration 78Q: 3 clusters Score -1.654375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -16543746.000000 Penalty: 5746.632812
	Iteration 79Q: 3 clusters Score -1.654375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -16543743.000000 Penalty: 5746.632812
	Iteration 80F: 3 clusters Score -1.654374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16543744.000000 Penalty: 5746.632812
	Iteration 81Q: 3 clusters Score -1.654374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105764 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -16543739.000000 Penalty: 5746.632812
	Iteration 82Q: 3 clusters Score -1.654374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16543743.000000 Penalty: 5746.632812
	Iteration 83Q: 3 clusters Score -1.654374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -16543753.000000 Penalty: 5746.632812
	Iteration 84Q: 3 clusters Score -1.654375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16543773.000000 Penalty: 5746.632812
	Iteration 85Q: 3 clusters Score -1.654377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16543752.000000 Penalty: 5746.632812
	Iteration 86Q: 3 clusters Score -1.654375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16543762.000000 Penalty: 5746.632812
	Iteration 87Q: 3 clusters Score -1.654376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105834 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16543764.000000 Penalty: 5746.632812
	Iteration 88Q: 3 clusters Score -1.654376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16543784.000000 Penalty: 5746.632812
	Iteration 89Q: 3 clusters Score -1.654378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16543773.000000 Penalty: 5746.632812
	Iteration 90Q: 3 clusters Score -1.654377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -16543776.000000 Penalty: 5746.632812
	Iteration 91Q: 3 clusters Score -1.654378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -16543775.000000 Penalty: 5746.632812
	Iteration 92Q: 3 clusters Score -1.654378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16543775.000000 Penalty: 5746.632812
	Iteration 93Q: 3 clusters Score -1.654378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -16543781.000000 Penalty: 5746.632812
	Iteration 94Q: 3 clusters Score -1.654378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16543795.000000 Penalty: 5746.632812
	Iteration 95Q: 3 clusters Score -1.65438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16543791.000000 Penalty: 5746.632812
	Iteration 96Q: 3 clusters Score -1.654379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16543786.000000 Penalty: 5746.632812
	Iteration 97Q: 3 clusters Score -1.654379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16543786.000000 Penalty: 5746.632812
	Iteration 98F: 3 clusters Score -1.654379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Entering Unmasked Estep 
Score: -7575409.500000 Penalty: 2684.852539
	Iteration 0F: 2 clusters Score -7575410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -7541364.500000 Penalty: 5369.705078
	Iteration 0F: 3 clusters Score -7541364 nChanged 23400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -7554360.000000 Penalty: 5369.705078
	Iteration 1F: 3 clusters Score -7554360 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7554807.500000 Penalty: 5369.705078
	Iteration 2Q: 3 clusters Score -7554808 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -7555193.000000 Penalty: 5369.705078
	Iteration 3Q: 3 clusters Score -7555193 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -7555580.500000 Penalty: 5369.705078
	Iteration 4Q: 3 clusters Score -7555580 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -7555927.500000 Penalty: 5369.705078
	Iteration 5Q: 3 clusters Score -7555928 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -7556414.500000 Penalty: 5369.705078
	Iteration 6Q: 3 clusters Score -7556414 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -7557213.500000 Penalty: 5369.705078
	Iteration 7Q: 3 clusters Score -7557214 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7558430.500000 Penalty: 5369.705078
	Iteration 8Q: 3 clusters Score -7558430 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -7560284.500000 Penalty: 5369.705078
	Iteration 9F: 3 clusters Score -7560284 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7563154.500000 Penalty: 5369.705078
	Iteration 10F: 3 clusters Score -7563154 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -7566574.000000 Penalty: 5369.705078
	Iteration 11F: 3 clusters Score -7566574 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -7569472.500000 Penalty: 5369.705078
	Iteration 12F: 3 clusters Score -7569472 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -7571340.500000 Penalty: 5369.705078
	Iteration 13Q: 3 clusters Score -7571340 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -7572251.000000 Penalty: 5369.705078
	Iteration 14Q: 3 clusters Score -7572251 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -7572670.000000 Penalty: 5369.705078
	Iteration 15Q: 3 clusters Score -7572670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7572866.500000 Penalty: 5369.705078
	Iteration 16Q: 3 clusters Score -7572866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -7572954.500000 Penalty: 5369.705078
	Iteration 17Q: 3 clusters Score -7572954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -7573007.500000 Penalty: 5369.705078
	Iteration 18Q: 3 clusters Score -7573008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -7573059.000000 Penalty: 5369.705078
	Iteration 19Q: 3 clusters Score -7573059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -7573054.000000 Penalty: 5369.705078
	Iteration 20F: 3 clusters Score -7573054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -7573071.000000 Penalty: 5369.705078
	Iteration 21Q: 3 clusters Score -7573071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -7573070.500000 Penalty: 5369.705078
	Iteration 22Q: 3 clusters Score -7573070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -7573070.000000 Penalty: 5369.705078
	Iteration 23Q: 3 clusters Score -7573070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7573072.000000 Penalty: 5369.705078
	Iteration 24Q: 3 clusters Score -7573072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -7573075.000000 Penalty: 5369.705078
	Iteration 25Q: 3 clusters Score -7573075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -7573075.000000 Penalty: 5369.705078
	Iteration 26Q: 3 clusters Score -7573075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -7573079.500000 Penalty: 5369.705078
	Iteration 27Q: 3 clusters Score -7573080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -7573080.000000 Penalty: 5369.705078
	Iteration 28Q: 3 clusters Score -7573080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7573080.000000 Penalty: 5369.705078
	Iteration 29Q: 3 clusters Score -7573080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -7573082.000000 Penalty: 5369.705078
	Iteration 30Q: 3 clusters Score -7573082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -7573091.500000 Penalty: 5369.705078
	Iteration 31Q: 3 clusters Score -7573092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -7573090.500000 Penalty: 5369.705078
	Iteration 32Q: 3 clusters Score -7573090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -7573094.000000 Penalty: 5369.705078
	Iteration 33Q: 3 clusters Score -7573094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -7573094.000000 Penalty: 5369.705078
	Iteration 34F: 3 clusters Score -7573094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133884.078125 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133884.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134258.953125 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134457.218750 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134457.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134683.750000 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134683.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134850.171875 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -134850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135099.500000 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -135099.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135331.234375 Penalty: 3416.731934
	Iteration 6F: 3 clusters Score -135331.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135462.703125 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135462.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135491.140625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135507.265625 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135507.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135522.953125 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135532.000000 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135536.843750 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135540.609375 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135544.406250 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -135544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135547.578125 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -135547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135553.546875 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -135553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135557.921875 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -135557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135562.703125 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -135562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135566.750000 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -135566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135570.000000 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -135570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135577.406250 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -135577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135580.140625 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -135580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135581.687500 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -135581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135584.671875 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -135584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135588.859375 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -135588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135591.156250 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -135591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135594.875000 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -135594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135599.484375 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -135599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135600.390625 Penalty: 3416.731934
	Iteration 29Q: 3 clusters Score -135600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135600.390625 Penalty: 3416.731934
	Iteration 30F: 3 clusters Score -135600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Entering Unmasked Estep 
Score: -815686.500000 Penalty: 2138.011230
	Iteration 0F: 2 clusters Score -815686.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -810829.562500 Penalty: 4276.022461
	Iteration 0F: 3 clusters Score -810829.6 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -812112.000000 Penalty: 4276.022461
	Iteration 1F: 3 clusters Score -812112 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -812558.312500 Penalty: 4276.022461
	Iteration 2F: 3 clusters Score -812558.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -813021.500000 Penalty: 4276.022461
	Iteration 3F: 3 clusters Score -813021.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -813522.375000 Penalty: 4276.022461
	Iteration 4F: 3 clusters Score -813522.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -813958.062500 Penalty: 4276.022461
	Iteration 5F: 3 clusters Score -813958.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -814316.687500 Penalty: 4276.022461
	Iteration 6F: 3 clusters Score -814316.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -814499.500000 Penalty: 4276.022461
	Iteration 7Q: 3 clusters Score -814499.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -814598.500000 Penalty: 4276.022461
	Iteration 8Q: 3 clusters Score -814598.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -814648.125000 Penalty: 4276.022461
	Iteration 9Q: 3 clusters Score -814648.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -814674.375000 Penalty: 4276.022461
	Iteration 10Q: 3 clusters Score -814674.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -814692.187500 Penalty: 4276.022461
	Iteration 11Q: 3 clusters Score -814692.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -814702.500000 Penalty: 4276.022461
	Iteration 12Q: 3 clusters Score -814702.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -814704.875000 Penalty: 4276.022461
	Iteration 13Q: 3 clusters Score -814704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -814709.750000 Penalty: 4276.022461
	Iteration 14Q: 3 clusters Score -814709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -814711.187500 Penalty: 4276.022461
	Iteration 15Q: 3 clusters Score -814711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -814711.125000 Penalty: 4276.022461
	Iteration 16Q: 3 clusters Score -814711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -814711.687500 Penalty: 4276.022461
	Iteration 17Q: 3 clusters Score -814711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -814714.687500 Penalty: 4276.022461
	Iteration 18Q: 3 clusters Score -814714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -814714.937500 Penalty: 4276.022461
	Iteration 19Q: 3 clusters Score -814714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -814717.750000 Penalty: 4276.022461
	Iteration 20F: 3 clusters Score -814717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -814718.937500 Penalty: 4276.022461
	Iteration 21Q: 3 clusters Score -814718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -814717.687500 Penalty: 4276.022461
	Iteration 22Q: 3 clusters Score -814717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -814720.187500 Penalty: 4276.022461
	Iteration 23Q: 3 clusters Score -814720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -814720.687500 Penalty: 4276.022461
	Iteration 24Q: 3 clusters Score -814720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -814722.500000 Penalty: 4276.022461
	Iteration 25Q: 3 clusters Score -814722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -814720.750000 Penalty: 4276.022461
	Iteration 26Q: 3 clusters Score -814720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -814720.750000 Penalty: 4276.022461
	Iteration 27F: 3 clusters Score -814720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Entering Unmasked Estep 
Score: -15457627.000000 Penalty: 2856.141113
	Iteration 0F: 2 clusters Score -1.545763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -15393876.000000 Penalty: 5712.282227
	Iteration 0F: 3 clusters Score -1.539388e+07 nChanged 47593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -15421106.000000 Penalty: 5712.282227
	Iteration 1F: 3 clusters Score -1.542111e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -15422053.000000 Penalty: 5712.282227
	Iteration 2Q: 3 clusters Score -1.542205e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -15422890.000000 Penalty: 5712.282227
	Iteration 3Q: 3 clusters Score -1.542289e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -15423897.000000 Penalty: 5712.282227
	Iteration 4Q: 3 clusters Score -1.54239e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -15425163.000000 Penalty: 5712.282227
	Iteration 5Q: 3 clusters Score -1.542516e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -15426826.000000 Penalty: 5712.282227
	Iteration 6Q: 3 clusters Score -1.542683e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -15429419.000000 Penalty: 5712.282227
	Iteration 7Q: 3 clusters Score -1.542942e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -15433111.000000 Penalty: 5712.282227
	Iteration 8F: 3 clusters Score -1.543311e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -15437274.000000 Penalty: 5712.282227
	Iteration 9F: 3 clusters Score -1.543727e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -15441673.000000 Penalty: 5712.282227
	Iteration 10F: 3 clusters Score -1.544167e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -15444938.000000 Penalty: 5712.282227
	Iteration 11Q: 3 clusters Score -1.544494e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -15446800.000000 Penalty: 5712.282227
	Iteration 12Q: 3 clusters Score -1.54468e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -15448056.000000 Penalty: 5712.282227
	Iteration 13Q: 3 clusters Score -1.544806e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -15448995.000000 Penalty: 5712.282227
	Iteration 14Q: 3 clusters Score -1.5449e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -15450094.000000 Penalty: 5712.282227
	Iteration 15Q: 3 clusters Score -1.545009e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -15451095.000000 Penalty: 5712.282227
	Iteration 16Q: 3 clusters Score -1.54511e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -15451936.000000 Penalty: 5712.282227
	Iteration 17Q: 3 clusters Score -1.545194e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -15452876.000000 Penalty: 5712.282227
	Iteration 18Q: 3 clusters Score -1.545288e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -15453703.000000 Penalty: 5712.282227
	Iteration 19Q: 3 clusters Score -1.54537e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -15454271.000000 Penalty: 5712.282227
	Iteration 20F: 3 clusters Score -1.545427e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -15454664.000000 Penalty: 5712.282227
	Iteration 21Q: 3 clusters Score -1.545466e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -15454881.000000 Penalty: 5712.282227
	Iteration 22Q: 3 clusters Score -1.545488e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -15455033.000000 Penalty: 5712.282227
	Iteration 23Q: 3 clusters Score -1.545503e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -15455144.000000 Penalty: 5712.282227
	Iteration 24Q: 3 clusters Score -1.545514e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -15455289.000000 Penalty: 5712.282227
	Iteration 25Q: 3 clusters Score -1.545529e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 98975 members 
Entering Unmasked Estep 
Score: -15455378.000000 Penalty: 5712.282227
	Iteration 26Q: 3 clusters Score -1.545538e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 99154 members 
Entering Unmasked Estep 
Score: -15455414.000000 Penalty: 5712.282227
	Iteration 27Q: 3 clusters Score -1.545541e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -15455432.000000 Penalty: 5712.282227
	Iteration 28Q: 3 clusters Score -1.545543e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -15455458.000000 Penalty: 5712.282227
	Iteration 29Q: 3 clusters Score -1.545546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -15455476.000000 Penalty: 5712.282227
	Iteration 30Q: 3 clusters Score -1.545548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -15455475.000000 Penalty: 5712.282227
	Iteration 31Q: 3 clusters Score -1.545548e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -15455490.000000 Penalty: 5712.282227
	Iteration 32Q: 3 clusters Score -1.545549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -15455467.000000 Penalty: 5712.282227
	Iteration 33Q: 3 clusters Score -1.545547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -15455475.000000 Penalty: 5712.282227
	Iteration 34Q: 3 clusters Score -1.545548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -15455484.000000 Penalty: 5712.282227
	Iteration 35Q: 3 clusters Score -1.545548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -15455487.000000 Penalty: 5712.282227
	Iteration 36Q: 3 clusters Score -1.545549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -15455500.000000 Penalty: 5712.282227
	Iteration 37Q: 3 clusters Score -1.54555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -15455513.000000 Penalty: 5712.282227
	Iteration 38Q: 3 clusters Score -1.545551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -15455518.000000 Penalty: 5712.282227
	Iteration 39Q: 3 clusters Score -1.545552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -15455519.000000 Penalty: 5712.282227
	Iteration 40F: 3 clusters Score -1.545552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -15455528.000000 Penalty: 5712.282227
	Iteration 41Q: 3 clusters Score -1.545553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -15455537.000000 Penalty: 5712.282227
	Iteration 42Q: 3 clusters Score -1.545554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -15455537.000000 Penalty: 5712.282227
	Iteration 43Q: 3 clusters Score -1.545554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -15455524.000000 Penalty: 5712.282227
	Iteration 44Q: 3 clusters Score -1.545552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -15455528.000000 Penalty: 5712.282227
	Iteration 45Q: 3 clusters Score -1.545553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -15455527.000000 Penalty: 5712.282227
	Iteration 46Q: 3 clusters Score -1.545553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -15455528.000000 Penalty: 5712.282227
	Iteration 47Q: 3 clusters Score -1.545553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -15455523.000000 Penalty: 5712.282227
	Iteration 48Q: 3 clusters Score -1.545552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -15455523.000000 Penalty: 5712.282227
	Iteration 49F: 3 clusters Score -1.545552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113040.562500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111258.476562 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111258.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111623.031250 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111855.289062 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -111855.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112278.429688 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -112278.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112535.335938 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -112535.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112680.976562 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -112681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112738.750000 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112763.820312 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112788.007812 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -112788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112818.835938 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -112818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112868.765625 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -112868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112898.398438 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -112898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112918.921875 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -112918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112964.617188 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -112964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113012.718750 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -113012.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113118.484375 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -113118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113281.695312 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -113281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113313.742188 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -113313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113327.296875 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -113327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113344.796875 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -113344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113364.289062 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -113364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113386.953125 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -113387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113391.718750 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -113391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113391.718750 Penalty: 3332.630615
	Iteration 23F: 3 clusters Score -113391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64238 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 44007 members 
Mstep: Class 12 contains 107887 members 
Mstep: Class 13 contains 28858 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 97932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 18 contains 41492 members 
Mstep: Class 19 contains 107576 members 
Mstep: Class 20 contains 50313 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 100378 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
Score: -137789568.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137791152.000000 to -137789568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64330.390625 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64330.39 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64969.761719 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64969.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65351.781250 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -65351.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65678.820312 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -65678.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65827.328125 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -65827.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65851.546875 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65851.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65893.062500 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -65893.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65942.109375 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65942.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65980.257812 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65980.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66054.031250 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -66054.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66058.023438 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -66058.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66063.437500 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -66063.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66063.437500 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -66063.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64238 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 44007 members 
Mstep: Class 12 contains 107887 members 
Mstep: Class 13 contains 28858 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 97932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 18 contains 41492 members 
Mstep: Class 19 contains 107576 members 
Mstep: Class 20 contains 50313 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 100378 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 105 members 
Mstep: Class 26 contains 478 members 
Entering Unmasked Estep 
Score: -137789696.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137791152.000000 to -137789696.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64238 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 44007 members 
Mstep: Class 12 contains 107887 members 
Mstep: Class 13 contains 28858 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 97932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 18 contains 41492 members 
Mstep: Class 19 contains 107576 members 
Mstep: Class 20 contains 50313 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 100378 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791104.000000 Penalty: 85112.554688
Iteration 279Q: 26 clusters Score -1.377911e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27522 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 64227 members 
Mstep: Class 5 contains 106344 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 31411 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 43985 members 
Mstep: Class 12 contains 107899 members 
Mstep: Class 13 contains 28861 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 97940 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56745 members 
Mstep: Class 18 contains 41484 members 
Mstep: Class 19 contains 107552 members 
Mstep: Class 20 contains 50345 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 100368 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791008.000000 Penalty: 85112.554688
Iteration 280F: 26 clusters Score -1.37791e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27529 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 64221 members 
Mstep: Class 5 contains 106355 members 
Mstep: Class 6 contains 12425 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 31413 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 43965 members 
Mstep: Class 12 contains 107906 members 
Mstep: Class 13 contains 28866 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 97935 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56782 members 
Mstep: Class 18 contains 41473 members 
Mstep: Class 19 contains 107523 members 
Mstep: Class 20 contains 50361 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 100353 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791200.000000 Penalty: 85112.554688
Iteration 281Q: 26 clusters Score -1.377912e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27533 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 64214 members 
Mstep: Class 5 contains 106359 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 31416 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43955 members 
Mstep: Class 12 contains 107910 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 97947 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56810 members 
Mstep: Class 18 contains 41464 members 
Mstep: Class 19 contains 107473 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 100349 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791488.000000 Penalty: 85112.554688
Iteration 282Q: 26 clusters Score -1.377915e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 27531 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 64205 members 
Mstep: Class 5 contains 106389 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 31414 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43953 members 
Mstep: Class 12 contains 107901 members 
Mstep: Class 13 contains 28885 members 
Mstep: Class 14 contains 5021 members 
Mstep: Class 15 contains 97949 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56809 members 
Mstep: Class 18 contains 41455 members 
Mstep: Class 19 contains 107456 members 
Mstep: Class 20 contains 50399 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 100324 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791792.000000 Penalty: 85112.554688
Iteration 283Q: 26 clusters Score -1.377918e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27533 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 64200 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 31417 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43937 members 
Mstep: Class 12 contains 107914 members 
Mstep: Class 13 contains 28888 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 97960 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56808 members 
Mstep: Class 18 contains 41444 members 
Mstep: Class 19 contains 107459 members 
Mstep: Class 20 contains 50416 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 100317 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791968.000000 Penalty: 85112.554688
Iteration 284Q: 26 clusters Score -1.37792e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27535 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 64191 members 
Mstep: Class 5 contains 106359 members 
Mstep: Class 6 contains 12420 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43925 members 
Mstep: Class 12 contains 107960 members 
Mstep: Class 13 contains 28890 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 97955 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56836 members 
Mstep: Class 18 contains 41436 members 
Mstep: Class 19 contains 107402 members 
Mstep: Class 20 contains 50452 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 100300 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792000.000000 Penalty: 85112.554688
Iteration 285Q: 26 clusters Score -1.37792e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27538 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 64181 members 
Mstep: Class 5 contains 106351 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43917 members 
Mstep: Class 12 contains 107978 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 97937 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56841 members 
Mstep: Class 18 contains 41434 members 
Mstep: Class 19 contains 107401 members 
Mstep: Class 20 contains 50493 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 100278 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792304.000000 Penalty: 85112.554688
Iteration 286Q: 26 clusters Score -1.377923e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27534 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64167 members 
Mstep: Class 5 contains 106345 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43896 members 
Mstep: Class 12 contains 107984 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 97922 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56855 members 
Mstep: Class 18 contains 41431 members 
Mstep: Class 19 contains 107421 members 
Mstep: Class 20 contains 50508 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 100282 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792384.000000 Penalty: 85112.554688
Iteration 287Q: 26 clusters Score -1.377924e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27537 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64145 members 
Mstep: Class 5 contains 106297 members 
Mstep: Class 6 contains 12407 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43870 members 
Mstep: Class 12 contains 108024 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 97919 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56858 members 
Mstep: Class 18 contains 41428 members 
Mstep: Class 19 contains 107463 members 
Mstep: Class 20 contains 50524 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 100274 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792352.000000 Penalty: 85112.554688
Iteration 288Q: 26 clusters Score -1.377924e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27539 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 64118 members 
Mstep: Class 5 contains 106254 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 31417 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43845 members 
Mstep: Class 12 contains 108038 members 
Mstep: Class 13 contains 28898 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 97944 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56861 members 
Mstep: Class 18 contains 41425 members 
Mstep: Class 19 contains 107516 members 
Mstep: Class 20 contains 50546 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 100254 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792384.000000 Penalty: 85112.554688
Iteration 289Q: 26 clusters Score -1.377924e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27542 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64105 members 
Mstep: Class 5 contains 106211 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43835 members 
Mstep: Class 12 contains 108017 members 
Mstep: Class 13 contains 28901 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 97970 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56867 members 
Mstep: Class 18 contains 41417 members 
Mstep: Class 19 contains 107573 members 
Mstep: Class 20 contains 50572 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 100221 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792400.000000 Penalty: 85112.554688
Iteration 290Q: 26 clusters Score -1.377924e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27541 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64078 members 
Mstep: Class 5 contains 106177 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 107993 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 97998 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56874 members 
Mstep: Class 18 contains 41412 members 
Mstep: Class 19 contains 107616 members 
Mstep: Class 20 contains 50587 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 100203 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792352.000000 Penalty: 85112.554688
Iteration 291Q: 26 clusters Score -1.377924e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27547 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 64060 members 
Mstep: Class 5 contains 106163 members 
Mstep: Class 6 contains 12396 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9033 members 
Mstep: Class 11 contains 43821 members 
Mstep: Class 12 contains 107984 members 
Mstep: Class 13 contains 28905 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 98018 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56883 members 
Mstep: Class 18 contains 41402 members 
Mstep: Class 19 contains 107628 members 
Mstep: Class 20 contains 50610 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 100188 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792416.000000 Penalty: 85112.554688
Iteration 292Q: 26 clusters Score -1.377924e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27550 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 64057 members 
Mstep: Class 5 contains 106140 members 
Mstep: Class 6 contains 12394 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9034 members 
Mstep: Class 11 contains 43805 members 
Mstep: Class 12 contains 107992 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 98004 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56882 members 
Mstep: Class 18 contains 41397 members 
Mstep: Class 19 contains 107633 members 
Mstep: Class 20 contains 50649 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 100185 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792512.000000 Penalty: 85112.554688
Iteration 293Q: 26 clusters Score -1.377925e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27551 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 64052 members 
Mstep: Class 5 contains 106092 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 43797 members 
Mstep: Class 12 contains 108001 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 97996 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56875 members 
Mstep: Class 18 contains 41395 members 
Mstep: Class 19 contains 107681 members 
Mstep: Class 20 contains 50679 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 100162 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792416.000000 Penalty: 85112.554688
Iteration 294Q: 26 clusters Score -1.377924e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27544 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64049 members 
Mstep: Class 5 contains 106044 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 31425 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9034 members 
Mstep: Class 11 contains 43795 members 
Mstep: Class 12 contains 108002 members 
Mstep: Class 13 contains 28918 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 97984 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56888 members 
Mstep: Class 18 contains 41385 members 
Mstep: Class 19 contains 107717 members 
Mstep: Class 20 contains 50720 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5562 members 
Mstep: Class 23 contains 100149 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792464.000000 Penalty: 85112.554688
Iteration 295Q: 26 clusters Score -1.377925e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27537 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64038 members 
Mstep: Class 5 contains 106007 members 
Mstep: Class 6 contains 12376 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 43797 members 
Mstep: Class 12 contains 107988 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 97972 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56905 members 
Mstep: Class 18 contains 41376 members 
Mstep: Class 19 contains 107776 members 
Mstep: Class 20 contains 50757 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 100129 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792528.000000 Penalty: 85112.554688
Iteration 296Q: 26 clusters Score -1.377925e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27532 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64036 members 
Mstep: Class 5 contains 105989 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 43791 members 
Mstep: Class 12 contains 107960 members 
Mstep: Class 13 contains 28925 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 97950 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56912 members 
Mstep: Class 18 contains 41371 members 
Mstep: Class 19 contains 107816 members 
Mstep: Class 20 contains 50793 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5563 members 
Mstep: Class 23 contains 100140 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792624.000000 Penalty: 85112.554688
Iteration 297Q: 26 clusters Score -1.377926e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27528 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64019 members 
Mstep: Class 5 contains 105958 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 43790 members 
Mstep: Class 12 contains 107952 members 
Mstep: Class 13 contains 28925 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 97945 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56925 members 
Mstep: Class 18 contains 41367 members 
Mstep: Class 19 contains 107868 members 
Mstep: Class 20 contains 50817 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 100130 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 85112.554688
Iteration 298Q: 26 clusters Score -1.377928e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27535 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 64004 members 
Mstep: Class 5 contains 105975 members 
Mstep: Class 6 contains 12348 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 31417 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 43784 members 
Mstep: Class 12 contains 107934 members 
Mstep: Class 13 contains 28926 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 15 contains 97925 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56943 members 
Mstep: Class 18 contains 41361 members 
Mstep: Class 19 contains 107862 members 
Mstep: Class 20 contains 50844 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 100131 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792912.000000 Penalty: 85112.554688
Iteration 299Q: 26 clusters Score -1.377929e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27540 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63994 members 
Mstep: Class 5 contains 106005 members 
Mstep: Class 6 contains 12343 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 31410 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 43782 members 
Mstep: Class 12 contains 107914 members 
Mstep: Class 13 contains 28925 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 97917 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56957 members 
Mstep: Class 18 contains 41354 members 
Mstep: Class 19 contains 107865 members 
Mstep: Class 20 contains 50865 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 100114 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792912.000000 Penalty: 85112.554688
Iteration 300F: 26 clusters Score -1.377929e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27539 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63987 members 
Mstep: Class 5 contains 106031 members 
Mstep: Class 6 contains 12337 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 43774 members 
Mstep: Class 12 contains 107897 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 97910 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56970 members 
Mstep: Class 18 contains 41349 members 
Mstep: Class 19 contains 107871 members 
Mstep: Class 20 contains 50894 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 100080 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 85112.554688
Iteration 301Q: 26 clusters Score -1.37793e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 27547 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63976 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 12331 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 31408 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 107914 members 
Mstep: Class 13 contains 28934 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 97929 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 56987 members 
Mstep: Class 18 contains 41343 members 
Mstep: Class 19 contains 107862 members 
Mstep: Class 20 contains 50921 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 100051 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792912.000000 Penalty: 85112.554688
Iteration 302Q: 26 clusters Score -1.377929e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 27552 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63962 members 
Mstep: Class 5 contains 105972 members 
Mstep: Class 6 contains 12324 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 31401 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9038 members 
Mstep: Class 11 contains 43769 members 
Mstep: Class 12 contains 107934 members 
Mstep: Class 13 contains 28935 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 97922 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57009 members 
Mstep: Class 18 contains 41334 members 
Mstep: Class 19 contains 107866 members 
Mstep: Class 20 contains 50948 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 100031 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792944.000000 Penalty: 85112.554688
Iteration 303Q: 26 clusters Score -1.377929e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 27553 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 63944 members 
Mstep: Class 5 contains 105995 members 
Mstep: Class 6 contains 12319 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 31391 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9040 members 
Mstep: Class 11 contains 43757 members 
Mstep: Class 12 contains 107952 members 
Mstep: Class 13 contains 28933 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 97908 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57018 members 
Mstep: Class 18 contains 41329 members 
Mstep: Class 19 contains 107872 members 
Mstep: Class 20 contains 50986 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 99997 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793200.000000 Penalty: 85112.554688
Iteration 304Q: 26 clusters Score -1.377932e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 27559 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 63930 members 
Mstep: Class 5 contains 105979 members 
Mstep: Class 6 contains 12314 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 31383 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9040 members 
Mstep: Class 11 contains 43744 members 
Mstep: Class 12 contains 107973 members 
Mstep: Class 13 contains 28938 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 97914 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57030 members 
Mstep: Class 18 contains 41320 members 
Mstep: Class 19 contains 107882 members 
Mstep: Class 20 contains 51014 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 99969 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793088.000000 Penalty: 85112.554688
Iteration 305Q: 26 clusters Score -1.377931e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27566 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 63924 members 
Mstep: Class 5 contains 105981 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 31384 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9041 members 
Mstep: Class 11 contains 43731 members 
Mstep: Class 12 contains 107976 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 97908 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57050 members 
Mstep: Class 18 contains 41312 members 
Mstep: Class 19 contains 107892 members 
Mstep: Class 20 contains 51040 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 99930 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793152.000000 Penalty: 85112.554688
Iteration 306Q: 26 clusters Score -1.377932e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27561 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63919 members 
Mstep: Class 5 contains 105981 members 
Mstep: Class 6 contains 12300 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 31380 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9042 members 
Mstep: Class 11 contains 43719 members 
Mstep: Class 12 contains 107973 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 97875 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57068 members 
Mstep: Class 18 contains 41303 members 
Mstep: Class 19 contains 107926 members 
Mstep: Class 20 contains 51061 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5585 members 
Mstep: Class 23 contains 99919 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 85112.554688
Iteration 307Q: 26 clusters Score -1.37793e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27562 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63905 members 
Mstep: Class 5 contains 105958 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 31373 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 43704 members 
Mstep: Class 12 contains 108005 members 
Mstep: Class 13 contains 28957 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 97839 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57095 members 
Mstep: Class 18 contains 41299 members 
Mstep: Class 19 contains 107945 members 
Mstep: Class 20 contains 51086 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 99905 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793184.000000 Penalty: 85112.554688
Iteration 308Q: 26 clusters Score -1.377932e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27567 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63893 members 
Mstep: Class 5 contains 105947 members 
Mstep: Class 6 contains 12284 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 31364 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9045 members 
Mstep: Class 11 contains 43692 members 
Mstep: Class 12 contains 108031 members 
Mstep: Class 13 contains 28959 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 97812 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57118 members 
Mstep: Class 18 contains 41294 members 
Mstep: Class 19 contains 107954 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 99890 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793296.000000 Penalty: 85112.554688
Iteration 309Q: 26 clusters Score -1.377933e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 27572 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63879 members 
Mstep: Class 5 contains 105968 members 
Mstep: Class 6 contains 12274 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 31359 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9047 members 
Mstep: Class 11 contains 43680 members 
Mstep: Class 12 contains 108048 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 97787 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 41285 members 
Mstep: Class 19 contains 107956 members 
Mstep: Class 20 contains 51134 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 99874 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793632.000000 Penalty: 85112.554688
Iteration 310Q: 26 clusters Score -1.377936e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 27580 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63859 members 
Mstep: Class 5 contains 106008 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 31350 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9051 members 
Mstep: Class 11 contains 43669 members 
Mstep: Class 12 contains 108071 members 
Mstep: Class 13 contains 28964 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 97765 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57147 members 
Mstep: Class 18 contains 41277 members 
Mstep: Class 19 contains 107932 members 
Mstep: Class 20 contains 51163 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 99853 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793536.000000 Penalty: 85112.554688
Iteration 311Q: 26 clusters Score -1.377935e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27595 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63835 members 
Mstep: Class 5 contains 105999 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 31345 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 43661 members 
Mstep: Class 12 contains 108092 members 
Mstep: Class 13 contains 28963 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 97740 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57155 members 
Mstep: Class 18 contains 41267 members 
Mstep: Class 19 contains 107948 members 
Mstep: Class 20 contains 51203 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 99839 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793648.000000 Penalty: 85112.554688
Iteration 312Q: 26 clusters Score -1.377936e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27595 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63820 members 
Mstep: Class 5 contains 106016 members 
Mstep: Class 6 contains 12240 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 31336 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9056 members 
Mstep: Class 11 contains 43659 members 
Mstep: Class 12 contains 108112 members 
Mstep: Class 13 contains 28964 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 97734 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57160 members 
Mstep: Class 18 contains 41258 members 
Mstep: Class 19 contains 107970 members 
Mstep: Class 20 contains 51209 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 99816 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793552.000000 Penalty: 85112.554688
Iteration 313Q: 26 clusters Score -1.377936e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27598 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63800 members 
Mstep: Class 5 contains 106063 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 31331 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9058 members 
Mstep: Class 11 contains 43644 members 
Mstep: Class 12 contains 108131 members 
Mstep: Class 13 contains 28968 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 97724 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57158 members 
Mstep: Class 18 contains 41246 members 
Mstep: Class 19 contains 107983 members 
Mstep: Class 20 contains 51224 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 99788 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793536.000000 Penalty: 85112.554688
Iteration 314Q: 26 clusters Score -1.377935e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27596 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63773 members 
Mstep: Class 5 contains 106124 members 
Mstep: Class 6 contains 12215 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 31332 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 43639 members 
Mstep: Class 12 contains 108140 members 
Mstep: Class 13 contains 28974 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 97704 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57143 members 
Mstep: Class 18 contains 41236 members 
Mstep: Class 19 contains 107999 members 
Mstep: Class 20 contains 51231 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 99767 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793584.000000 Penalty: 85112.554688
Iteration 315Q: 26 clusters Score -1.377936e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27598 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63751 members 
Mstep: Class 5 contains 106162 members 
Mstep: Class 6 contains 12204 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 31330 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 43639 members 
Mstep: Class 12 contains 108173 members 
Mstep: Class 13 contains 28979 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 97660 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57141 members 
Mstep: Class 18 contains 41233 members 
Mstep: Class 19 contains 108008 members 
Mstep: Class 20 contains 51233 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5593 members 
Mstep: Class 23 contains 99755 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793648.000000 Penalty: 85112.554688
Iteration 316Q: 26 clusters Score -1.377936e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 27601 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63719 members 
Mstep: Class 5 contains 106192 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31332 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 43627 members 
Mstep: Class 12 contains 108156 members 
Mstep: Class 13 contains 28979 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 97630 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57148 members 
Mstep: Class 18 contains 41232 members 
Mstep: Class 19 contains 108060 members 
Mstep: Class 20 contains 51234 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5593 members 
Mstep: Class 23 contains 99755 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793488.000000 Penalty: 85112.554688
Iteration 317Q: 26 clusters Score -1.377935e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 27609 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 63690 members 
Mstep: Class 5 contains 106234 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31328 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9065 members 
Mstep: Class 11 contains 43616 members 
Mstep: Class 12 contains 108171 members 
Mstep: Class 13 contains 28979 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 97605 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57144 members 
Mstep: Class 18 contains 41223 members 
Mstep: Class 19 contains 108088 members 
Mstep: Class 20 contains 51244 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5593 members 
Mstep: Class 23 contains 99741 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793776.000000 Penalty: 85112.554688
Iteration 318Q: 26 clusters Score -1.377938e+08 nChanged 876
Entering ConstructFrom: 
Score: -137793776.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1673273.625000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -1673274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1664320.625000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -1664321 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1667798.875000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -1667799 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1668880.250000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -1668880 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1669668.750000 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -1669669 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1670164.125000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -1670164 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1670509.875000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -1670510 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1670754.875000 Penalty: 4669.432617
	Iteration 6Q: 3 clusters Score -1670755 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1670927.000000 Penalty: 4669.432617
	Iteration 7Q: 3 clusters Score -1670927 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1671048.125000 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -1671048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1671150.500000 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -1671150 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1671214.750000 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -1671215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1671280.625000 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -1671281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1671350.875000 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -1671351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1671390.500000 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -1671390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1671438.625000 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -1671439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1671464.125000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -1671464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1671481.500000 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -1671482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1671508.375000 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -1671508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1671523.000000 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -1671523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1671536.125000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -1671536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1671555.250000 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -1671555 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1671589.500000 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -1671590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1671615.125000 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -1671615 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1671646.625000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -1671647 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1671676.750000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -1671677 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1671697.000000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -1671697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1671723.000000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -1671723 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1671758.375000 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -1671758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1671792.500000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -1671792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1671821.125000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -1671821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1671847.125000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -1671847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1671880.375000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -1671880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1671908.625000 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -1671909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1671940.000000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -1671940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1671970.500000 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -1671970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1672003.000000 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -1672003 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1672027.000000 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -1672027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1672050.250000 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -1672050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1672078.750000 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -1672079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1672103.875000 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -1672104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1672129.875000 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -1672130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1672150.250000 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -1672150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1672173.000000 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -1672173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1672189.750000 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -1672190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1672208.250000 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -1672208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1672240.000000 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -1672240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1672270.625000 Penalty: 4669.432617
	Iteration 46Q: 3 clusters Score -1672271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1672304.875000 Penalty: 4669.432617
	Iteration 47Q: 3 clusters Score -1672305 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1672341.000000 Penalty: 4669.432617
	Iteration 48Q: 3 clusters Score -1672341 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1672395.375000 Penalty: 4669.432617
	Iteration 49Q: 3 clusters Score -1672395 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1672457.625000 Penalty: 4669.432617
	Iteration 50Q: 3 clusters Score -1672458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1672536.875000 Penalty: 4669.432617
	Iteration 51Q: 3 clusters Score -1672537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1672624.250000 Penalty: 4669.432617
	Iteration 52Q: 3 clusters Score -1672624 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1672716.625000 Penalty: 4669.432617
	Iteration 53Q: 3 clusters Score -1672717 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1672820.500000 Penalty: 4669.432617
	Iteration 54Q: 3 clusters Score -1672820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1672904.750000 Penalty: 4669.432617
	Iteration 55Q: 3 clusters Score -1672905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1672978.625000 Penalty: 4669.432617
	Iteration 56Q: 3 clusters Score -1672979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1673026.125000 Penalty: 4669.432617
	Iteration 57Q: 3 clusters Score -1673026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1673061.250000 Penalty: 4669.432617
	Iteration 58Q: 3 clusters Score -1673061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1673079.750000 Penalty: 4669.432617
	Iteration 59Q: 3 clusters Score -1673080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1673108.250000 Penalty: 4669.432617
	Iteration 60F: 3 clusters Score -1673108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1673132.125000 Penalty: 4669.432617
	Iteration 61Q: 3 clusters Score -1673132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1673147.375000 Penalty: 4669.432617
	Iteration 62Q: 3 clusters Score -1673147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1673154.250000 Penalty: 4669.432617
	Iteration 63Q: 3 clusters Score -1673154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1673154.625000 Penalty: 4669.432617
	Iteration 64Q: 3 clusters Score -1673155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1673156.125000 Penalty: 4669.432617
	Iteration 65Q: 3 clusters Score -1673156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1673155.625000 Penalty: 4669.432617
	Iteration 66Q: 3 clusters Score -1673156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1673155.250000 Penalty: 4669.432617
	Iteration 67Q: 3 clusters Score -1673155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1673155.250000 Penalty: 4669.432617
	Iteration 68F: 3 clusters Score -1673155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Entering Unmasked Estep 
Score: -4010222.500000 Penalty: 2536.085449
	Iteration 0F: 2 clusters Score -4010222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3991113.250000 Penalty: 5072.170898
	Iteration 0F: 3 clusters Score -3991113 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3997973.500000 Penalty: 5072.170898
	Iteration 1F: 3 clusters Score -3997974 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3998445.000000 Penalty: 5072.170898
	Iteration 2F: 3 clusters Score -3998445 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3998877.750000 Penalty: 5072.170898
	Iteration 3Q: 3 clusters Score -3998878 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3999297.500000 Penalty: 5072.170898
	Iteration 4Q: 3 clusters Score -3999298 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3999829.250000 Penalty: 5072.170898
	Iteration 5Q: 3 clusters Score -3999829 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4000500.000000 Penalty: 5072.170898
	Iteration 6Q: 3 clusters Score -4000500 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4001384.500000 Penalty: 5072.170898
	Iteration 7F: 3 clusters Score -4001384 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -4002589.250000 Penalty: 5072.170898
	Iteration 8F: 3 clusters Score -4002589 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4004114.000000 Penalty: 5072.170898
	Iteration 9F: 3 clusters Score -4004114 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4005590.250000 Penalty: 5072.170898
	Iteration 10F: 3 clusters Score -4005590 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4006653.000000 Penalty: 5072.170898
	Iteration 11Q: 3 clusters Score -4006653 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4007289.500000 Penalty: 5072.170898
	Iteration 12Q: 3 clusters Score -4007290 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4007623.750000 Penalty: 5072.170898
	Iteration 13Q: 3 clusters Score -4007624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4007813.750000 Penalty: 5072.170898
	Iteration 14Q: 3 clusters Score -4007814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4007903.250000 Penalty: 5072.170898
	Iteration 15Q: 3 clusters Score -4007903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4007956.750000 Penalty: 5072.170898
	Iteration 16Q: 3 clusters Score -4007957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4007997.250000 Penalty: 5072.170898
	Iteration 17Q: 3 clusters Score -4007997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4008033.500000 Penalty: 5072.170898
	Iteration 18Q: 3 clusters Score -4008034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4008048.500000 Penalty: 5072.170898
	Iteration 19Q: 3 clusters Score -4008048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4008056.000000 Penalty: 5072.170898
	Iteration 20F: 3 clusters Score -4008056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4008057.000000 Penalty: 5072.170898
	Iteration 21Q: 3 clusters Score -4008057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4008061.750000 Penalty: 5072.170898
	Iteration 22Q: 3 clusters Score -4008062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4008068.000000 Penalty: 5072.170898
	Iteration 23Q: 3 clusters Score -4008068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4008073.250000 Penalty: 5072.170898
	Iteration 24Q: 3 clusters Score -4008073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4008072.000000 Penalty: 5072.170898
	Iteration 25Q: 3 clusters Score -4008072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4008072.000000 Penalty: 5072.170898
	Iteration 26F: 3 clusters Score -4008072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -309601.656250 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -309601.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306982.031250 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -306982 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307462.000000 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -307462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -307573.250000 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -307573.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -307638.218750 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -307638.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -307677.218750 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -307677.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307701.468750 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -307701.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -307715.187500 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -307715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307720.281250 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -307720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307723.343750 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -307723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -307726.125000 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -307726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -307728.468750 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -307728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -307730.906250 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -307730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -307735.093750 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -307735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -307738.156250 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -307738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -307742.031250 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -307742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -307743.937500 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -307743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -307745.343750 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -307745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307745.437500 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -307745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -307746.343750 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -307746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307746.906250 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -307746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307746.906250 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -307746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Entering Unmasked Estep 
Score: -9928003.000000 Penalty: 2743.197510
	Iteration 0F: 2 clusters Score -9928003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -9885404.000000 Penalty: 5486.395020
	Iteration 0F: 3 clusters Score -9885404 nChanged 29576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -9901790.000000 Penalty: 5486.395020
	Iteration 1F: 3 clusters Score -9901790 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -9902258.000000 Penalty: 5486.395020
	Iteration 2Q: 3 clusters Score -9902258 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -9902700.000000 Penalty: 5486.395020
	Iteration 3Q: 3 clusters Score -9902700 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -9903122.000000 Penalty: 5486.395020
	Iteration 4Q: 3 clusters Score -9903122 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -9903644.000000 Penalty: 5486.395020
	Iteration 5Q: 3 clusters Score -9903644 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -9904258.000000 Penalty: 5486.395020
	Iteration 6Q: 3 clusters Score -9904258 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -9904924.000000 Penalty: 5486.395020
	Iteration 7Q: 3 clusters Score -9904924 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -9905708.000000 Penalty: 5486.395020
	Iteration 8Q: 3 clusters Score -9905708 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -9906663.000000 Penalty: 5486.395020
	Iteration 9Q: 3 clusters Score -9906663 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -9907860.000000 Penalty: 5486.395020
	Iteration 10Q: 3 clusters Score -9907860 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -9909321.000000 Penalty: 5486.395020
	Iteration 11Q: 3 clusters Score -9909321 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -9911004.000000 Penalty: 5486.395020
	Iteration 12Q: 3 clusters Score -9911004 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -9913018.000000 Penalty: 5486.395020
	Iteration 13F: 3 clusters Score -9913018 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -9914934.000000 Penalty: 5486.395020
	Iteration 14F: 3 clusters Score -9914934 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -9916561.000000 Penalty: 5486.395020
	Iteration 15Q: 3 clusters Score -9916561 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -9917762.000000 Penalty: 5486.395020
	Iteration 16Q: 3 clusters Score -9917762 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -9918448.000000 Penalty: 5486.395020
	Iteration 17Q: 3 clusters Score -9918448 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -9918967.000000 Penalty: 5486.395020
	Iteration 18Q: 3 clusters Score -9918967 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -9919389.000000 Penalty: 5486.395020
	Iteration 19Q: 3 clusters Score -9919389 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -9919656.000000 Penalty: 5486.395020
	Iteration 20F: 3 clusters Score -9919656 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9919975.000000 Penalty: 5486.395020
	Iteration 21Q: 3 clusters Score -9919975 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9920284.000000 Penalty: 5486.395020
	Iteration 22Q: 3 clusters Score -9920284 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -9920554.000000 Penalty: 5486.395020
	Iteration 23Q: 3 clusters Score -9920554 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -9920811.000000 Penalty: 5486.395020
	Iteration 24Q: 3 clusters Score -9920811 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -9921109.000000 Penalty: 5486.395020
	Iteration 25Q: 3 clusters Score -9921109 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -9921365.000000 Penalty: 5486.395020
	Iteration 26Q: 3 clusters Score -9921365 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -9921657.000000 Penalty: 5486.395020
	Iteration 27Q: 3 clusters Score -9921657 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -9921944.000000 Penalty: 5486.395020
	Iteration 28Q: 3 clusters Score -9921944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -9922188.000000 Penalty: 5486.395020
	Iteration 29Q: 3 clusters Score -9922188 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -9922411.000000 Penalty: 5486.395020
	Iteration 30Q: 3 clusters Score -9922411 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -9922624.000000 Penalty: 5486.395020
	Iteration 31Q: 3 clusters Score -9922624 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -9922863.000000 Penalty: 5486.395020
	Iteration 32Q: 3 clusters Score -9922863 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -9923047.000000 Penalty: 5486.395020
	Iteration 33Q: 3 clusters Score -9923047 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -9923261.000000 Penalty: 5486.395020
	Iteration 34Q: 3 clusters Score -9923261 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9923455.000000 Penalty: 5486.395020
	Iteration 35Q: 3 clusters Score -9923455 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -9923623.000000 Penalty: 5486.395020
	Iteration 36Q: 3 clusters Score -9923623 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -9923819.000000 Penalty: 5486.395020
	Iteration 37Q: 3 clusters Score -9923819 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -9923981.000000 Penalty: 5486.395020
	Iteration 38Q: 3 clusters Score -9923981 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -9924138.000000 Penalty: 5486.395020
	Iteration 39Q: 3 clusters Score -9924138 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -9924266.000000 Penalty: 5486.395020
	Iteration 40F: 3 clusters Score -9924266 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -9924391.000000 Penalty: 5486.395020
	Iteration 41Q: 3 clusters Score -9924391 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -9924491.000000 Penalty: 5486.395020
	Iteration 42Q: 3 clusters Score -9924491 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -9924590.000000 Penalty: 5486.395020
	Iteration 43Q: 3 clusters Score -9924590 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -9924687.000000 Penalty: 5486.395020
	Iteration 44Q: 3 clusters Score -9924687 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -9924815.000000 Penalty: 5486.395020
	Iteration 45Q: 3 clusters Score -9924815 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -9924952.000000 Penalty: 5486.395020
	Iteration 46Q: 3 clusters Score -9924952 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -9925016.000000 Penalty: 5486.395020
	Iteration 47Q: 3 clusters Score -9925016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -9925087.000000 Penalty: 5486.395020
	Iteration 48Q: 3 clusters Score -9925087 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -9925167.000000 Penalty: 5486.395020
	Iteration 49Q: 3 clusters Score -9925167 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -9925249.000000 Penalty: 5486.395020
	Iteration 50Q: 3 clusters Score -9925249 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -9925313.000000 Penalty: 5486.395020
	Iteration 51Q: 3 clusters Score -9925313 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -9925346.000000 Penalty: 5486.395020
	Iteration 52Q: 3 clusters Score -9925346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9925393.000000 Penalty: 5486.395020
	Iteration 53Q: 3 clusters Score -9925393 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -9925418.000000 Penalty: 5486.395020
	Iteration 54Q: 3 clusters Score -9925418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -9925445.000000 Penalty: 5486.395020
	Iteration 55Q: 3 clusters Score -9925445 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -9925456.000000 Penalty: 5486.395020
	Iteration 56Q: 3 clusters Score -9925456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -9925485.000000 Penalty: 5486.395020
	Iteration 57Q: 3 clusters Score -9925485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -9925488.000000 Penalty: 5486.395020
	Iteration 58Q: 3 clusters Score -9925488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -9925526.000000 Penalty: 5486.395020
	Iteration 59Q: 3 clusters Score -9925526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -9925541.000000 Penalty: 5486.395020
	Iteration 60F: 3 clusters Score -9925541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -9925560.000000 Penalty: 5486.395020
	Iteration 61Q: 3 clusters Score -9925560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -9925582.000000 Penalty: 5486.395020
	Iteration 62Q: 3 clusters Score -9925582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -9925599.000000 Penalty: 5486.395020
	Iteration 63Q: 3 clusters Score -9925599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -9925614.000000 Penalty: 5486.395020
	Iteration 64Q: 3 clusters Score -9925614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -9925618.000000 Penalty: 5486.395020
	Iteration 65Q: 3 clusters Score -9925618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -9925617.000000 Penalty: 5486.395020
	Iteration 66Q: 3 clusters Score -9925617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9925619.000000 Penalty: 5486.395020
	Iteration 67Q: 3 clusters Score -9925619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -9925628.000000 Penalty: 5486.395020
	Iteration 68Q: 3 clusters Score -9925628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -9925644.000000 Penalty: 5486.395020
	Iteration 69Q: 3 clusters Score -9925644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -9925656.000000 Penalty: 5486.395020
	Iteration 70Q: 3 clusters Score -9925656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -9925671.000000 Penalty: 5486.395020
	Iteration 71Q: 3 clusters Score -9925671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -9925679.000000 Penalty: 5486.395020
	Iteration 72Q: 3 clusters Score -9925679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -9925674.000000 Penalty: 5486.395020
	Iteration 73Q: 3 clusters Score -9925674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -9925671.000000 Penalty: 5486.395020
	Iteration 74Q: 3 clusters Score -9925671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -9925671.000000 Penalty: 5486.395020
	Iteration 75Q: 3 clusters Score -9925671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -9925672.000000 Penalty: 5486.395020
	Iteration 76Q: 3 clusters Score -9925672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -9925675.000000 Penalty: 5486.395020
	Iteration 77Q: 3 clusters Score -9925675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -9925675.000000 Penalty: 5486.395020
	Iteration 78Q: 3 clusters Score -9925675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -9925675.000000 Penalty: 5486.395020
	Iteration 79F: 3 clusters Score -9925675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Entering Unmasked Estep 
Score: -16386441.000000 Penalty: 2870.396729
	Iteration 0F: 2 clusters Score -1.638644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -16316648.000000 Penalty: 5740.793457
	Iteration 0F: 3 clusters Score -1.631665e+07 nChanged 50105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -16346020.000000 Penalty: 5740.793457
	Iteration 1F: 3 clusters Score -1.634602e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -16347207.000000 Penalty: 5740.793457
	Iteration 2Q: 3 clusters Score -1.634721e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -16349092.000000 Penalty: 5740.793457
	Iteration 3Q: 3 clusters Score -1.634909e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -16351968.000000 Penalty: 5740.793457
	Iteration 4F: 3 clusters Score -1.635197e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -16356539.000000 Penalty: 5740.793457
	Iteration 5F: 3 clusters Score -1.635654e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -16363386.000000 Penalty: 5740.793457
	Iteration 6F: 3 clusters Score -1.636339e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -16371525.000000 Penalty: 5740.793457
	Iteration 7F: 3 clusters Score -1.637152e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -16378019.000000 Penalty: 5740.793457
	Iteration 8F: 3 clusters Score -1.637802e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -16381600.000000 Penalty: 5740.793457
	Iteration 9Q: 3 clusters Score -1.63816e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -16382994.000000 Penalty: 5740.793457
	Iteration 10Q: 3 clusters Score -1.638299e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -16383514.000000 Penalty: 5740.793457
	Iteration 11Q: 3 clusters Score -1.638351e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -16383699.000000 Penalty: 5740.793457
	Iteration 12Q: 3 clusters Score -1.63837e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -16383781.000000 Penalty: 5740.793457
	Iteration 13Q: 3 clusters Score -1.638378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -16383863.000000 Penalty: 5740.793457
	Iteration 14Q: 3 clusters Score -1.638386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -16383891.000000 Penalty: 5740.793457
	Iteration 15Q: 3 clusters Score -1.638389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -16383908.000000 Penalty: 5740.793457
	Iteration 16Q: 3 clusters Score -1.638391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -16383911.000000 Penalty: 5740.793457
	Iteration 17Q: 3 clusters Score -1.638391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -16383918.000000 Penalty: 5740.793457
	Iteration 18Q: 3 clusters Score -1.638392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -16383920.000000 Penalty: 5740.793457
	Iteration 19Q: 3 clusters Score -1.638392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -16383925.000000 Penalty: 5740.793457
	Iteration 20F: 3 clusters Score -1.638392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -16383930.000000 Penalty: 5740.793457
	Iteration 21Q: 3 clusters Score -1.638393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -16383930.000000 Penalty: 5740.793457
	Iteration 22F: 3 clusters Score -1.638393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -1887028.500000 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -1887028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1878032.875000 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -1878033 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1880709.750000 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -1880710 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1881008.375000 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -1881008 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1881205.000000 Penalty: 4665.696777
	Iteration 3Q: 3 clusters Score -1881205 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1881353.125000 Penalty: 4665.696777
	Iteration 4Q: 3 clusters Score -1881353 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1881499.750000 Penalty: 4665.696777
	Iteration 5Q: 3 clusters Score -1881500 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1881669.750000 Penalty: 4665.696777
	Iteration 6Q: 3 clusters Score -1881670 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1881897.375000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -1881897 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1882166.125000 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -1882166 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1882490.125000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -1882490 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1882832.250000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -1882832 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1883157.500000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -1883158 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1883491.000000 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -1883491 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1883812.500000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -1883812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1884126.500000 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -1884126 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1884384.125000 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -1884384 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1884532.750000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -1884533 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1884631.125000 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -1884631 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1884694.500000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -1884694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1884744.250000 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -1884744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1884781.750000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -1884782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1884820.375000 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -1884820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1884841.625000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -1884842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1884858.625000 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -1884859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1884882.125000 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -1884882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1884904.875000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -1884905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1884924.500000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -1884924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1884938.625000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -1884939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1884956.000000 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -1884956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1884979.875000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -1884980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1885003.750000 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -1885004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1885013.375000 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -1885013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1885027.750000 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -1885028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1885041.625000 Penalty: 4665.696777
	Iteration 33Q: 3 clusters Score -1885042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1885052.125000 Penalty: 4665.696777
	Iteration 34Q: 3 clusters Score -1885052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1885066.125000 Penalty: 4665.696777
	Iteration 35Q: 3 clusters Score -1885066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1885070.625000 Penalty: 4665.696777
	Iteration 36Q: 3 clusters Score -1885071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1885078.500000 Penalty: 4665.696777
	Iteration 37Q: 3 clusters Score -1885078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1885092.875000 Penalty: 4665.696777
	Iteration 38Q: 3 clusters Score -1885093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1885098.625000 Penalty: 4665.696777
	Iteration 39Q: 3 clusters Score -1885099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1885101.500000 Penalty: 4665.696777
	Iteration 40F: 3 clusters Score -1885102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1885108.750000 Penalty: 4665.696777
	Iteration 41Q: 3 clusters Score -1885109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1885112.500000 Penalty: 4665.696777
	Iteration 42Q: 3 clusters Score -1885112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1885121.625000 Penalty: 4665.696777
	Iteration 43Q: 3 clusters Score -1885122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1885127.000000 Penalty: 4665.696777
	Iteration 44Q: 3 clusters Score -1885127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1885126.875000 Penalty: 4665.696777
	Iteration 45Q: 3 clusters Score -1885127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1885132.000000 Penalty: 4665.696777
	Iteration 46Q: 3 clusters Score -1885132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1885132.625000 Penalty: 4665.696777
	Iteration 47Q: 3 clusters Score -1885133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1885136.250000 Penalty: 4665.696777
	Iteration 48Q: 3 clusters Score -1885136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1885137.000000 Penalty: 4665.696777
	Iteration 49Q: 3 clusters Score -1885137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1885142.375000 Penalty: 4665.696777
	Iteration 50Q: 3 clusters Score -1885142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1885150.375000 Penalty: 4665.696777
	Iteration 51Q: 3 clusters Score -1885150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1885150.125000 Penalty: 4665.696777
	Iteration 52Q: 3 clusters Score -1885150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1885154.625000 Penalty: 4665.696777
	Iteration 53Q: 3 clusters Score -1885155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1885165.000000 Penalty: 4665.696777
	Iteration 54Q: 3 clusters Score -1885165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1885173.250000 Penalty: 4665.696777
	Iteration 55Q: 3 clusters Score -1885173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1885179.875000 Penalty: 4665.696777
	Iteration 56Q: 3 clusters Score -1885180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1885187.750000 Penalty: 4665.696777
	Iteration 57Q: 3 clusters Score -1885188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1885192.125000 Penalty: 4665.696777
	Iteration 58Q: 3 clusters Score -1885192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1885195.375000 Penalty: 4665.696777
	Iteration 59Q: 3 clusters Score -1885195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1885196.375000 Penalty: 4665.696777
	Iteration 60F: 3 clusters Score -1885196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1885199.250000 Penalty: 4665.696777
	Iteration 61Q: 3 clusters Score -1885199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1885208.625000 Penalty: 4665.696777
	Iteration 62Q: 3 clusters Score -1885209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1885215.000000 Penalty: 4665.696777
	Iteration 63Q: 3 clusters Score -1885215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1885219.750000 Penalty: 4665.696777
	Iteration 64Q: 3 clusters Score -1885220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1885223.875000 Penalty: 4665.696777
	Iteration 65Q: 3 clusters Score -1885224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1885227.125000 Penalty: 4665.696777
	Iteration 66Q: 3 clusters Score -1885227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1885227.250000 Penalty: 4665.696777
	Iteration 67Q: 3 clusters Score -1885227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1885229.625000 Penalty: 4665.696777
	Iteration 68Q: 3 clusters Score -1885230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1885227.375000 Penalty: 4665.696777
	Iteration 69Q: 3 clusters Score -1885227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1885228.500000 Penalty: 4665.696777
	Iteration 70Q: 3 clusters Score -1885228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1885228.000000 Penalty: 4665.696777
	Iteration 71Q: 3 clusters Score -1885228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1885228.875000 Penalty: 4665.696777
	Iteration 72Q: 3 clusters Score -1885229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1885231.750000 Penalty: 4665.696777
	Iteration 73Q: 3 clusters Score -1885232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1885233.250000 Penalty: 4665.696777
	Iteration 74Q: 3 clusters Score -1885233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1885233.625000 Penalty: 4665.696777
	Iteration 75Q: 3 clusters Score -1885234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1885232.250000 Penalty: 4665.696777
	Iteration 76Q: 3 clusters Score -1885232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1885231.750000 Penalty: 4665.696777
	Iteration 77Q: 3 clusters Score -1885232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1885231.750000 Penalty: 4665.696777
	Iteration 78F: 3 clusters Score -1885232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -252090.906250 Penalty: 1859.719727
	Iteration 0F: 2 clusters Score -252090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -249618.171875 Penalty: 3719.439453
	Iteration 0F: 3 clusters Score -249618.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -250134.140625 Penalty: 3719.439453
	Iteration 1F: 3 clusters Score -250134.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -250324.265625 Penalty: 3719.439453
	Iteration 2F: 3 clusters Score -250324.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250428.906250 Penalty: 3719.439453
	Iteration 3F: 3 clusters Score -250428.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -250535.296875 Penalty: 3719.439453
	Iteration 4Q: 3 clusters Score -250535.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -250736.562500 Penalty: 3719.439453
	Iteration 5Q: 3 clusters Score -250736.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -250893.828125 Penalty: 3719.439453
	Iteration 6Q: 3 clusters Score -250893.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251009.046875 Penalty: 3719.439453
	Iteration 7F: 3 clusters Score -251009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -251108.718750 Penalty: 3719.439453
	Iteration 8Q: 3 clusters Score -251108.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -251204.171875 Penalty: 3719.439453
	Iteration 9Q: 3 clusters Score -251204.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -251275.687500 Penalty: 3719.439453
	Iteration 10Q: 3 clusters Score -251275.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -251344.750000 Penalty: 3719.439453
	Iteration 11Q: 3 clusters Score -251344.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -251427.046875 Penalty: 3719.439453
	Iteration 12Q: 3 clusters Score -251427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251498.546875 Penalty: 3719.439453
	Iteration 13Q: 3 clusters Score -251498.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -251551.140625 Penalty: 3719.439453
	Iteration 14Q: 3 clusters Score -251551.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -251584.406250 Penalty: 3719.439453
	Iteration 15Q: 3 clusters Score -251584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -251607.593750 Penalty: 3719.439453
	Iteration 16Q: 3 clusters Score -251607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -251629.953125 Penalty: 3719.439453
	Iteration 17Q: 3 clusters Score -251630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -251655.125000 Penalty: 3719.439453
	Iteration 18Q: 3 clusters Score -251655.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -251683.656250 Penalty: 3719.439453
	Iteration 19Q: 3 clusters Score -251683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -251699.031250 Penalty: 3719.439453
	Iteration 20F: 3 clusters Score -251699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -251709.578125 Penalty: 3719.439453
	Iteration 21Q: 3 clusters Score -251709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -251716.843750 Penalty: 3719.439453
	Iteration 22Q: 3 clusters Score -251716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -251724.359375 Penalty: 3719.439453
	Iteration 23Q: 3 clusters Score -251724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -251748.234375 Penalty: 3719.439453
	Iteration 24Q: 3 clusters Score -251748.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -251770.328125 Penalty: 3719.439453
	Iteration 25Q: 3 clusters Score -251770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -251787.468750 Penalty: 3719.439453
	Iteration 26Q: 3 clusters Score -251787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251796.718750 Penalty: 3719.439453
	Iteration 27Q: 3 clusters Score -251796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -251800.890625 Penalty: 3719.439453
	Iteration 28Q: 3 clusters Score -251800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -251803.968750 Penalty: 3719.439453
	Iteration 29Q: 3 clusters Score -251804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -251804.640625 Penalty: 3719.439453
	Iteration 30Q: 3 clusters Score -251804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -251804.640625 Penalty: 3719.439453
	Iteration 31F: 3 clusters Score -251804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Entering Unmasked Estep 
Score: -4833576.500000 Penalty: 2567.354492
	Iteration 0F: 2 clusters Score -4833576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4812186.000000 Penalty: 5134.708984
	Iteration 0F: 3 clusters Score -4812186 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4819800.000000 Penalty: 5134.708984
	Iteration 1F: 3 clusters Score -4819800 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4820212.500000 Penalty: 5134.708984
	Iteration 2Q: 3 clusters Score -4820212 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4820573.500000 Penalty: 5134.708984
	Iteration 3Q: 3 clusters Score -4820574 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4820876.000000 Penalty: 5134.708984
	Iteration 4Q: 3 clusters Score -4820876 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4821175.500000 Penalty: 5134.708984
	Iteration 5Q: 3 clusters Score -4821176 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4821491.500000 Penalty: 5134.708984
	Iteration 6Q: 3 clusters Score -4821492 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4821839.500000 Penalty: 5134.708984
	Iteration 7Q: 3 clusters Score -4821840 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4822325.500000 Penalty: 5134.708984
	Iteration 8Q: 3 clusters Score -4822326 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4822957.000000 Penalty: 5134.708984
	Iteration 9Q: 3 clusters Score -4822957 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4823846.500000 Penalty: 5134.708984
	Iteration 10Q: 3 clusters Score -4823846 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4824981.000000 Penalty: 5134.708984
	Iteration 11F: 3 clusters Score -4824981 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4826281.000000 Penalty: 5134.708984
	Iteration 12F: 3 clusters Score -4826281 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4827596.000000 Penalty: 5134.708984
	Iteration 13Q: 3 clusters Score -4827596 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4828652.500000 Penalty: 5134.708984
	Iteration 14Q: 3 clusters Score -4828652 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4829394.500000 Penalty: 5134.708984
	Iteration 15Q: 3 clusters Score -4829394 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4829869.000000 Penalty: 5134.708984
	Iteration 16Q: 3 clusters Score -4829869 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4830182.000000 Penalty: 5134.708984
	Iteration 17Q: 3 clusters Score -4830182 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4830441.500000 Penalty: 5134.708984
	Iteration 18Q: 3 clusters Score -4830442 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4830618.000000 Penalty: 5134.708984
	Iteration 19Q: 3 clusters Score -4830618 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4830746.000000 Penalty: 5134.708984
	Iteration 20F: 3 clusters Score -4830746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4830899.000000 Penalty: 5134.708984
	Iteration 21Q: 3 clusters Score -4830899 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4831008.000000 Penalty: 5134.708984
	Iteration 22Q: 3 clusters Score -4831008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4831073.500000 Penalty: 5134.708984
	Iteration 23Q: 3 clusters Score -4831074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4831114.000000 Penalty: 5134.708984
	Iteration 24Q: 3 clusters Score -4831114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4831149.000000 Penalty: 5134.708984
	Iteration 25Q: 3 clusters Score -4831149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4831179.000000 Penalty: 5134.708984
	Iteration 26Q: 3 clusters Score -4831179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4831194.000000 Penalty: 5134.708984
	Iteration 27Q: 3 clusters Score -4831194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4831213.500000 Penalty: 5134.708984
	Iteration 28Q: 3 clusters Score -4831214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4831219.500000 Penalty: 5134.708984
	Iteration 29Q: 3 clusters Score -4831220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4831237.500000 Penalty: 5134.708984
	Iteration 30Q: 3 clusters Score -4831238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4831248.000000 Penalty: 5134.708984
	Iteration 31Q: 3 clusters Score -4831248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4831267.000000 Penalty: 5134.708984
	Iteration 32Q: 3 clusters Score -4831267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4831285.500000 Penalty: 5134.708984
	Iteration 33Q: 3 clusters Score -4831286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4831283.000000 Penalty: 5134.708984
	Iteration 34Q: 3 clusters Score -4831283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4831295.000000 Penalty: 5134.708984
	Iteration 35Q: 3 clusters Score -4831295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4831313.500000 Penalty: 5134.708984
	Iteration 36Q: 3 clusters Score -4831314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4831320.500000 Penalty: 5134.708984
	Iteration 37Q: 3 clusters Score -4831320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4831332.000000 Penalty: 5134.708984
	Iteration 38Q: 3 clusters Score -4831332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4831334.000000 Penalty: 5134.708984
	Iteration 39Q: 3 clusters Score -4831334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4831329.500000 Penalty: 5134.708984
	Iteration 40F: 3 clusters Score -4831330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4831337.500000 Penalty: 5134.708984
	Iteration 41Q: 3 clusters Score -4831338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4831343.000000 Penalty: 5134.708984
	Iteration 42Q: 3 clusters Score -4831343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4831347.000000 Penalty: 5134.708984
	Iteration 43Q: 3 clusters Score -4831347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4831357.000000 Penalty: 5134.708984
	Iteration 44Q: 3 clusters Score -4831357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4831354.000000 Penalty: 5134.708984
	Iteration 45Q: 3 clusters Score -4831354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4831362.000000 Penalty: 5134.708984
	Iteration 46Q: 3 clusters Score -4831362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4831358.500000 Penalty: 5134.708984
	Iteration 47Q: 3 clusters Score -4831358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4831356.500000 Penalty: 5134.708984
	Iteration 48Q: 3 clusters Score -4831356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4831357.500000 Penalty: 5134.708984
	Iteration 49Q: 3 clusters Score -4831358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4831354.500000 Penalty: 5134.708984
	Iteration 50Q: 3 clusters Score -4831354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4831358.500000 Penalty: 5134.708984
	Iteration 51Q: 3 clusters Score -4831358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4831362.000000 Penalty: 5134.708984
	Iteration 52Q: 3 clusters Score -4831362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4831362.000000 Penalty: 5134.708984
	Iteration 53Q: 3 clusters Score -4831362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4831360.500000 Penalty: 5134.708984
	Iteration 54Q: 3 clusters Score -4831360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4831360.500000 Penalty: 5134.708984
	Iteration 55F: 3 clusters Score -4831360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67585.312500 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67585.31 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67921.679688 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -67921.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68127.500000 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68127.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68227.640625 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -68227.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68336.046875 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68336.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68474.359375 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68474.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68625.078125 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68625.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68721.914062 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68721.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68774.742188 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68774.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68809.734375 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68809.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68843.421875 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68843.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68872.398438 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68894.664062 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -68894.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68897.398438 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -68897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68899.234375 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -68899.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68901.023438 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -68901.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68902.906250 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -68902.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68902.906250 Penalty: 3118.777832
	Iteration 17F: 3 clusters Score -68902.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Entering Unmasked Estep 
Score: -1329672.625000 Penalty: 2259.847168
	Iteration 0F: 2 clusters Score -1329673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1322526.250000 Penalty: 4519.694336
	Iteration 0F: 3 clusters Score -1322526 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1324660.375000 Penalty: 4519.694336
	Iteration 1F: 3 clusters Score -1324660 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1325012.625000 Penalty: 4519.694336
	Iteration 2F: 3 clusters Score -1325013 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1325303.125000 Penalty: 4519.694336
	Iteration 3F: 3 clusters Score -1325303 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1325598.500000 Penalty: 4519.694336
	Iteration 4F: 3 clusters Score -1325598 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1325837.625000 Penalty: 4519.694336
	Iteration 5Q: 3 clusters Score -1325838 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1326059.750000 Penalty: 4519.694336
	Iteration 6Q: 3 clusters Score -1326060 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1326265.875000 Penalty: 4519.694336
	Iteration 7Q: 3 clusters Score -1326266 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1326471.875000 Penalty: 4519.694336
	Iteration 8Q: 3 clusters Score -1326472 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1326692.500000 Penalty: 4519.694336
	Iteration 9Q: 3 clusters Score -1326692 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1326902.625000 Penalty: 4519.694336
	Iteration 10Q: 3 clusters Score -1326903 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1327064.750000 Penalty: 4519.694336
	Iteration 11Q: 3 clusters Score -1327065 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1327215.125000 Penalty: 4519.694336
	Iteration 12Q: 3 clusters Score -1327215 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1327364.875000 Penalty: 4519.694336
	Iteration 13Q: 3 clusters Score -1327365 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1327509.750000 Penalty: 4519.694336
	Iteration 14Q: 3 clusters Score -1327510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1327645.625000 Penalty: 4519.694336
	Iteration 15Q: 3 clusters Score -1327646 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1327801.750000 Penalty: 4519.694336
	Iteration 16Q: 3 clusters Score -1327802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1327924.125000 Penalty: 4519.694336
	Iteration 17Q: 3 clusters Score -1327924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1328023.500000 Penalty: 4519.694336
	Iteration 18Q: 3 clusters Score -1328024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1328112.375000 Penalty: 4519.694336
	Iteration 19Q: 3 clusters Score -1328112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1328203.750000 Penalty: 4519.694336
	Iteration 20F: 3 clusters Score -1328204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1328281.125000 Penalty: 4519.694336
	Iteration 21Q: 3 clusters Score -1328281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1328328.125000 Penalty: 4519.694336
	Iteration 22Q: 3 clusters Score -1328328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1328376.500000 Penalty: 4519.694336
	Iteration 23Q: 3 clusters Score -1328376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1328414.875000 Penalty: 4519.694336
	Iteration 24Q: 3 clusters Score -1328415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1328437.125000 Penalty: 4519.694336
	Iteration 25Q: 3 clusters Score -1328437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1328450.625000 Penalty: 4519.694336
	Iteration 26Q: 3 clusters Score -1328451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1328463.000000 Penalty: 4519.694336
	Iteration 27Q: 3 clusters Score -1328463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1328475.000000 Penalty: 4519.694336
	Iteration 28Q: 3 clusters Score -1328475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1328479.250000 Penalty: 4519.694336
	Iteration 29Q: 3 clusters Score -1328479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1328483.500000 Penalty: 4519.694336
	Iteration 30Q: 3 clusters Score -1328484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1328487.875000 Penalty: 4519.694336
	Iteration 31Q: 3 clusters Score -1328488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1328489.750000 Penalty: 4519.694336
	Iteration 32Q: 3 clusters Score -1328490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1328493.500000 Penalty: 4519.694336
	Iteration 33Q: 3 clusters Score -1328494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1328494.250000 Penalty: 4519.694336
	Iteration 34Q: 3 clusters Score -1328494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1328497.000000 Penalty: 4519.694336
	Iteration 35Q: 3 clusters Score -1328497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1328496.625000 Penalty: 4519.694336
	Iteration 36Q: 3 clusters Score -1328497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1328499.750000 Penalty: 4519.694336
	Iteration 37Q: 3 clusters Score -1328500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1328502.500000 Penalty: 4519.694336
	Iteration 38Q: 3 clusters Score -1328502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1328506.875000 Penalty: 4519.694336
	Iteration 39Q: 3 clusters Score -1328507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1328509.375000 Penalty: 4519.694336
	Iteration 40F: 3 clusters Score -1328509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1328513.750000 Penalty: 4519.694336
	Iteration 41Q: 3 clusters Score -1328514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1328519.250000 Penalty: 4519.694336
	Iteration 42Q: 3 clusters Score -1328519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1328522.875000 Penalty: 4519.694336
	Iteration 43Q: 3 clusters Score -1328523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1328524.875000 Penalty: 4519.694336
	Iteration 44Q: 3 clusters Score -1328525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1328523.625000 Penalty: 4519.694336
	Iteration 45Q: 3 clusters Score -1328524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1328523.625000 Penalty: 4519.694336
	Iteration 46F: 3 clusters Score -1328524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Entering Unmasked Estep 
Score: -6729792.500000 Penalty: 2649.383057
	Iteration 0F: 2 clusters Score -6729792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -6700359.500000 Penalty: 5298.766113
	Iteration 0F: 3 clusters Score -6700360 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -6711087.500000 Penalty: 5298.766113
	Iteration 1F: 3 clusters Score -6711088 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -6711716.500000 Penalty: 5298.766113
	Iteration 2Q: 3 clusters Score -6711716 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6712463.500000 Penalty: 5298.766113
	Iteration 3Q: 3 clusters Score -6712464 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -6713432.000000 Penalty: 5298.766113
	Iteration 4Q: 3 clusters Score -6713432 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6714737.000000 Penalty: 5298.766113
	Iteration 5F: 3 clusters Score -6714737 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -6716357.000000 Penalty: 5298.766113
	Iteration 6F: 3 clusters Score -6716357 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -6718366.000000 Penalty: 5298.766113
	Iteration 7F: 3 clusters Score -6718366 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6720551.500000 Penalty: 5298.766113
	Iteration 8F: 3 clusters Score -6720552 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6722171.000000 Penalty: 5298.766113
	Iteration 9F: 3 clusters Score -6722171 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -6722930.500000 Penalty: 5298.766113
	Iteration 10Q: 3 clusters Score -6722930 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -6723276.500000 Penalty: 5298.766113
	Iteration 11Q: 3 clusters Score -6723276 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -6723458.000000 Penalty: 5298.766113
	Iteration 12Q: 3 clusters Score -6723458 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -6723635.000000 Penalty: 5298.766113
	Iteration 13Q: 3 clusters Score -6723635 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6723751.000000 Penalty: 5298.766113
	Iteration 14Q: 3 clusters Score -6723751 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -6723876.500000 Penalty: 5298.766113
	Iteration 15Q: 3 clusters Score -6723876 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6724023.000000 Penalty: 5298.766113
	Iteration 16Q: 3 clusters Score -6724023 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6724137.000000 Penalty: 5298.766113
	Iteration 17Q: 3 clusters Score -6724137 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -6724221.000000 Penalty: 5298.766113
	Iteration 18Q: 3 clusters Score -6724221 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6724372.000000 Penalty: 5298.766113
	Iteration 19Q: 3 clusters Score -6724372 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -6724478.000000 Penalty: 5298.766113
	Iteration 20F: 3 clusters Score -6724478 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6724612.000000 Penalty: 5298.766113
	Iteration 21Q: 3 clusters Score -6724612 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -6724788.500000 Penalty: 5298.766113
	Iteration 22Q: 3 clusters Score -6724788 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -6724921.500000 Penalty: 5298.766113
	Iteration 23Q: 3 clusters Score -6724922 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -6725060.000000 Penalty: 5298.766113
	Iteration 24Q: 3 clusters Score -6725060 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -6725208.500000 Penalty: 5298.766113
	Iteration 25Q: 3 clusters Score -6725208 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6725348.500000 Penalty: 5298.766113
	Iteration 26Q: 3 clusters Score -6725348 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -6725539.500000 Penalty: 5298.766113
	Iteration 27Q: 3 clusters Score -6725540 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6725648.000000 Penalty: 5298.766113
	Iteration 28Q: 3 clusters Score -6725648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -6725767.500000 Penalty: 5298.766113
	Iteration 29Q: 3 clusters Score -6725768 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -6725906.000000 Penalty: 5298.766113
	Iteration 30Q: 3 clusters Score -6725906 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -6726037.500000 Penalty: 5298.766113
	Iteration 31Q: 3 clusters Score -6726038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -6726207.500000 Penalty: 5298.766113
	Iteration 32Q: 3 clusters Score -6726208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -6726352.000000 Penalty: 5298.766113
	Iteration 33Q: 3 clusters Score -6726352 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6726467.500000 Penalty: 5298.766113
	Iteration 34Q: 3 clusters Score -6726468 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -6726561.000000 Penalty: 5298.766113
	Iteration 35Q: 3 clusters Score -6726561 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6726715.500000 Penalty: 5298.766113
	Iteration 36Q: 3 clusters Score -6726716 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6726793.500000 Penalty: 5298.766113
	Iteration 37Q: 3 clusters Score -6726794 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6726878.000000 Penalty: 5298.766113
	Iteration 38Q: 3 clusters Score -6726878 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6726959.500000 Penalty: 5298.766113
	Iteration 39Q: 3 clusters Score -6726960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6727035.000000 Penalty: 5298.766113
	Iteration 40F: 3 clusters Score -6727035 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6727102.500000 Penalty: 5298.766113
	Iteration 41Q: 3 clusters Score -6727102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6727159.500000 Penalty: 5298.766113
	Iteration 42Q: 3 clusters Score -6727160 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6727254.000000 Penalty: 5298.766113
	Iteration 43Q: 3 clusters Score -6727254 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -6727305.500000 Penalty: 5298.766113
	Iteration 44Q: 3 clusters Score -6727306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6727342.000000 Penalty: 5298.766113
	Iteration 45Q: 3 clusters Score -6727342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6727373.000000 Penalty: 5298.766113
	Iteration 46Q: 3 clusters Score -6727373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6727410.000000 Penalty: 5298.766113
	Iteration 47Q: 3 clusters Score -6727410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6727437.000000 Penalty: 5298.766113
	Iteration 48Q: 3 clusters Score -6727437 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6727514.000000 Penalty: 5298.766113
	Iteration 49Q: 3 clusters Score -6727514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6727539.500000 Penalty: 5298.766113
	Iteration 50Q: 3 clusters Score -6727540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6727542.500000 Penalty: 5298.766113
	Iteration 51Q: 3 clusters Score -6727542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6727555.000000 Penalty: 5298.766113
	Iteration 52Q: 3 clusters Score -6727555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6727578.000000 Penalty: 5298.766113
	Iteration 53Q: 3 clusters Score -6727578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6727584.000000 Penalty: 5298.766113
	Iteration 54Q: 3 clusters Score -6727584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6727590.500000 Penalty: 5298.766113
	Iteration 55Q: 3 clusters Score -6727590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6727612.000000 Penalty: 5298.766113
	Iteration 56Q: 3 clusters Score -6727612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6727620.500000 Penalty: 5298.766113
	Iteration 57Q: 3 clusters Score -6727620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6727643.500000 Penalty: 5298.766113
	Iteration 58Q: 3 clusters Score -6727644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6727654.500000 Penalty: 5298.766113
	Iteration 59Q: 3 clusters Score -6727654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6727669.000000 Penalty: 5298.766113
	Iteration 60F: 3 clusters Score -6727669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6727678.500000 Penalty: 5298.766113
	Iteration 61Q: 3 clusters Score -6727678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6727693.000000 Penalty: 5298.766113
	Iteration 62Q: 3 clusters Score -6727693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6727688.500000 Penalty: 5298.766113
	Iteration 63Q: 3 clusters Score -6727688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6727697.500000 Penalty: 5298.766113
	Iteration 64Q: 3 clusters Score -6727698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6727700.500000 Penalty: 5298.766113
	Iteration 65Q: 3 clusters Score -6727700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6727702.000000 Penalty: 5298.766113
	Iteration 66Q: 3 clusters Score -6727702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6727710.000000 Penalty: 5298.766113
	Iteration 67Q: 3 clusters Score -6727710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6727716.000000 Penalty: 5298.766113
	Iteration 68Q: 3 clusters Score -6727716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6727710.500000 Penalty: 5298.766113
	Iteration 69Q: 3 clusters Score -6727710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6727714.500000 Penalty: 5298.766113
	Iteration 70Q: 3 clusters Score -6727714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6727723.000000 Penalty: 5298.766113
	Iteration 71Q: 3 clusters Score -6727723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6727725.500000 Penalty: 5298.766113
	Iteration 72Q: 3 clusters Score -6727726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6727724.000000 Penalty: 5298.766113
	Iteration 73Q: 3 clusters Score -6727724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6727727.000000 Penalty: 5298.766113
	Iteration 74Q: 3 clusters Score -6727727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6727727.000000 Penalty: 5298.766113
	Iteration 75Q: 3 clusters Score -6727727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6727726.000000 Penalty: 5298.766113
	Iteration 76Q: 3 clusters Score -6727726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6727720.000000 Penalty: 5298.766113
	Iteration 77Q: 3 clusters Score -6727720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6727718.000000 Penalty: 5298.766113
	Iteration 78Q: 3 clusters Score -6727718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6727721.500000 Penalty: 5298.766113
	Iteration 79Q: 3 clusters Score -6727722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6727722.000000 Penalty: 5298.766113
	Iteration 80F: 3 clusters Score -6727722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6727726.000000 Penalty: 5298.766113
	Iteration 81Q: 3 clusters Score -6727726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6727726.000000 Penalty: 5298.766113
	Iteration 82Q: 3 clusters Score -6727726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6727726.000000 Penalty: 5298.766113
	Iteration 83Q: 3 clusters Score -6727726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6727722.000000 Penalty: 5298.766113
	Iteration 84Q: 3 clusters Score -6727722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6727722.000000 Penalty: 5298.766113
	Iteration 85Q: 3 clusters Score -6727722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6727719.500000 Penalty: 5298.766113
	Iteration 86Q: 3 clusters Score -6727720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6727719.000000 Penalty: 5298.766113
	Iteration 87Q: 3 clusters Score -6727719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6727717.000000 Penalty: 5298.766113
	Iteration 88Q: 3 clusters Score -6727717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6727717.000000 Penalty: 5298.766113
	Iteration 89Q: 3 clusters Score -6727717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6727720.500000 Penalty: 5298.766113
	Iteration 90Q: 3 clusters Score -6727720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6727727.500000 Penalty: 5298.766113
	Iteration 91Q: 3 clusters Score -6727728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6727725.500000 Penalty: 5298.766113
	Iteration 92Q: 3 clusters Score -6727726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6727723.500000 Penalty: 5298.766113
	Iteration 93Q: 3 clusters Score -6727724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6727724.500000 Penalty: 5298.766113
	Iteration 94Q: 3 clusters Score -6727724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6727735.500000 Penalty: 5298.766113
	Iteration 95Q: 3 clusters Score -6727736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6727734.500000 Penalty: 5298.766113
	Iteration 96Q: 3 clusters Score -6727734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6727738.500000 Penalty: 5298.766113
	Iteration 97Q: 3 clusters Score -6727738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6727737.500000 Penalty: 5298.766113
	Iteration 98Q: 3 clusters Score -6727738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6727737.500000 Penalty: 5298.766113
	Iteration 99F: 3 clusters Score -6727738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Entering Unmasked Estep 
Score: -16703185.000000 Penalty: 2874.624756
	Iteration 0F: 2 clusters Score -1.670318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -16633316.000000 Penalty: 5749.249512
	Iteration 0F: 3 clusters Score -1.663332e+07 nChanged 51421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -16662860.000000 Penalty: 5749.249512
	Iteration 1F: 3 clusters Score -1.666286e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -16663672.000000 Penalty: 5749.249512
	Iteration 2Q: 3 clusters Score -1.666367e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -16664640.000000 Penalty: 5749.249512
	Iteration 3Q: 3 clusters Score -1.666464e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -16665954.000000 Penalty: 5749.249512
	Iteration 4Q: 3 clusters Score -1.666595e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -16667431.000000 Penalty: 5749.249512
	Iteration 5Q: 3 clusters Score -1.666743e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -16669743.000000 Penalty: 5749.249512
	Iteration 6Q: 3 clusters Score -1.666974e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -16673056.000000 Penalty: 5749.249512
	Iteration 7F: 3 clusters Score -1.667306e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -16677433.000000 Penalty: 5749.249512
	Iteration 8F: 3 clusters Score -1.667743e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -16682111.000000 Penalty: 5749.249512
	Iteration 9F: 3 clusters Score -1.668211e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -16686072.000000 Penalty: 5749.249512
	Iteration 10F: 3 clusters Score -1.668607e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -16688522.000000 Penalty: 5749.249512
	Iteration 11Q: 3 clusters Score -1.668852e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -16690083.000000 Penalty: 5749.249512
	Iteration 12Q: 3 clusters Score -1.669008e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -16691136.000000 Penalty: 5749.249512
	Iteration 13Q: 3 clusters Score -1.669114e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -16692099.000000 Penalty: 5749.249512
	Iteration 14Q: 3 clusters Score -1.66921e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -16693003.000000 Penalty: 5749.249512
	Iteration 15Q: 3 clusters Score -1.6693e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -16693850.000000 Penalty: 5749.249512
	Iteration 16Q: 3 clusters Score -1.669385e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -16694760.000000 Penalty: 5749.249512
	Iteration 17Q: 3 clusters Score -1.669476e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -16695673.000000 Penalty: 5749.249512
	Iteration 18Q: 3 clusters Score -1.669567e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -16696432.000000 Penalty: 5749.249512
	Iteration 19Q: 3 clusters Score -1.669643e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -16697229.000000 Penalty: 5749.249512
	Iteration 20F: 3 clusters Score -1.669723e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -16697878.000000 Penalty: 5749.249512
	Iteration 21Q: 3 clusters Score -1.669788e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -16698405.000000 Penalty: 5749.249512
	Iteration 22Q: 3 clusters Score -1.66984e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -16698997.000000 Penalty: 5749.249512
	Iteration 23Q: 3 clusters Score -1.6699e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -16699417.000000 Penalty: 5749.249512
	Iteration 24Q: 3 clusters Score -1.669942e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -16699706.000000 Penalty: 5749.249512
	Iteration 25Q: 3 clusters Score -1.669971e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -16699914.000000 Penalty: 5749.249512
	Iteration 26Q: 3 clusters Score -1.669991e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -16700065.000000 Penalty: 5749.249512
	Iteration 27Q: 3 clusters Score -1.670006e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -16700239.000000 Penalty: 5749.249512
	Iteration 28Q: 3 clusters Score -1.670024e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -16700315.000000 Penalty: 5749.249512
	Iteration 29Q: 3 clusters Score -1.670032e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16700465.000000 Penalty: 5749.249512
	Iteration 30Q: 3 clusters Score -1.670046e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -16700501.000000 Penalty: 5749.249512
	Iteration 31Q: 3 clusters Score -1.67005e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -16700551.000000 Penalty: 5749.249512
	Iteration 32Q: 3 clusters Score -1.670055e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -16700591.000000 Penalty: 5749.249512
	Iteration 33Q: 3 clusters Score -1.670059e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16700611.000000 Penalty: 5749.249512
	Iteration 34Q: 3 clusters Score -1.670061e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -16700665.000000 Penalty: 5749.249512
	Iteration 35Q: 3 clusters Score -1.670066e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -16700667.000000 Penalty: 5749.249512
	Iteration 36Q: 3 clusters Score -1.670067e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16700682.000000 Penalty: 5749.249512
	Iteration 37Q: 3 clusters Score -1.670068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -16700712.000000 Penalty: 5749.249512
	Iteration 38Q: 3 clusters Score -1.670071e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16700746.000000 Penalty: 5749.249512
	Iteration 39Q: 3 clusters Score -1.670075e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16700772.000000 Penalty: 5749.249512
	Iteration 40F: 3 clusters Score -1.670077e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16700803.000000 Penalty: 5749.249512
	Iteration 41Q: 3 clusters Score -1.67008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -16700797.000000 Penalty: 5749.249512
	Iteration 42Q: 3 clusters Score -1.67008e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16700841.000000 Penalty: 5749.249512
	Iteration 43Q: 3 clusters Score -1.670084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16700845.000000 Penalty: 5749.249512
	Iteration 44Q: 3 clusters Score -1.670084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16700868.000000 Penalty: 5749.249512
	Iteration 45Q: 3 clusters Score -1.670087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -16700846.000000 Penalty: 5749.249512
	Iteration 46Q: 3 clusters Score -1.670085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16700851.000000 Penalty: 5749.249512
	Iteration 47Q: 3 clusters Score -1.670085e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16700888.000000 Penalty: 5749.249512
	Iteration 48Q: 3 clusters Score -1.670089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16700920.000000 Penalty: 5749.249512
	Iteration 49Q: 3 clusters Score -1.670092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -16700931.000000 Penalty: 5749.249512
	Iteration 50Q: 3 clusters Score -1.670093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16700950.000000 Penalty: 5749.249512
	Iteration 51Q: 3 clusters Score -1.670095e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16700947.000000 Penalty: 5749.249512
	Iteration 52Q: 3 clusters Score -1.670095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -16700959.000000 Penalty: 5749.249512
	Iteration 53Q: 3 clusters Score -1.670096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16700965.000000 Penalty: 5749.249512
	Iteration 54Q: 3 clusters Score -1.670096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16700962.000000 Penalty: 5749.249512
	Iteration 55Q: 3 clusters Score -1.670096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16700964.000000 Penalty: 5749.249512
	Iteration 56Q: 3 clusters Score -1.670096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16700970.000000 Penalty: 5749.249512
	Iteration 57Q: 3 clusters Score -1.670097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16700971.000000 Penalty: 5749.249512
	Iteration 58Q: 3 clusters Score -1.670097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16700971.000000 Penalty: 5749.249512
	Iteration 59Q: 3 clusters Score -1.670097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16700975.000000 Penalty: 5749.249512
	Iteration 60F: 3 clusters Score -1.670098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16700969.000000 Penalty: 5749.249512
	Iteration 61Q: 3 clusters Score -1.670097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16700975.000000 Penalty: 5749.249512
	Iteration 62Q: 3 clusters Score -1.670098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16700985.000000 Penalty: 5749.249512
	Iteration 63Q: 3 clusters Score -1.670098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107057 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16700987.000000 Penalty: 5749.249512
	Iteration 64Q: 3 clusters Score -1.670099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16700988.000000 Penalty: 5749.249512
	Iteration 65Q: 3 clusters Score -1.670099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16700973.000000 Penalty: 5749.249512
	Iteration 66Q: 3 clusters Score -1.670097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16700987.000000 Penalty: 5749.249512
	Iteration 67Q: 3 clusters Score -1.670099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16700993.000000 Penalty: 5749.249512
	Iteration 68Q: 3 clusters Score -1.670099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16701000.000000 Penalty: 5749.249512
	Iteration 69Q: 3 clusters Score -1.6701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16701004.000000 Penalty: 5749.249512
	Iteration 70Q: 3 clusters Score -1.6701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16701011.000000 Penalty: 5749.249512
	Iteration 71Q: 3 clusters Score -1.670101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16701003.000000 Penalty: 5749.249512
	Iteration 72Q: 3 clusters Score -1.6701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16701003.000000 Penalty: 5749.249512
	Iteration 73Q: 3 clusters Score -1.6701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16700996.000000 Penalty: 5749.249512
	Iteration 74Q: 3 clusters Score -1.6701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16701001.000000 Penalty: 5749.249512
	Iteration 75Q: 3 clusters Score -1.6701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16700998.000000 Penalty: 5749.249512
	Iteration 76Q: 3 clusters Score -1.6701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16700998.000000 Penalty: 5749.249512
	Iteration 77F: 3 clusters Score -1.6701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Entering Unmasked Estep 
Score: -4345980.500000 Penalty: 2548.007324
	Iteration 0F: 2 clusters Score -4345980 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 14575 members 
Entering Unmasked Estep 
Score: -4326111.500000 Penalty: 5096.014648
	Iteration 0F: 3 clusters Score -4326112 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4333018.000000 Penalty: 5096.014648
	Iteration 1F: 3 clusters Score -4333018 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4333467.000000 Penalty: 5096.014648
	Iteration 2Q: 3 clusters Score -4333467 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4333829.000000 Penalty: 5096.014648
	Iteration 3Q: 3 clusters Score -4333829 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4334175.000000 Penalty: 5096.014648
	Iteration 4Q: 3 clusters Score -4334175 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4334504.500000 Penalty: 5096.014648
	Iteration 5Q: 3 clusters Score -4334504 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4334904.000000 Penalty: 5096.014648
	Iteration 6Q: 3 clusters Score -4334904 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4335393.000000 Penalty: 5096.014648
	Iteration 7Q: 3 clusters Score -4335393 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4336080.500000 Penalty: 5096.014648
	Iteration 8Q: 3 clusters Score -4336080 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4336873.000000 Penalty: 5096.014648
	Iteration 9Q: 3 clusters Score -4336873 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4337831.000000 Penalty: 5096.014648
	Iteration 10Q: 3 clusters Score -4337831 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4338822.000000 Penalty: 5096.014648
	Iteration 11F: 3 clusters Score -4338822 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4339710.500000 Penalty: 5096.014648
	Iteration 12Q: 3 clusters Score -4339710 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -4340497.000000 Penalty: 5096.014648
	Iteration 13Q: 3 clusters Score -4340497 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -4341162.500000 Penalty: 5096.014648
	Iteration 14Q: 3 clusters Score -4341162 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4341739.000000 Penalty: 5096.014648
	Iteration 15Q: 3 clusters Score -4341739 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4342260.000000 Penalty: 5096.014648
	Iteration 16Q: 3 clusters Score -4342260 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4342678.000000 Penalty: 5096.014648
	Iteration 17Q: 3 clusters Score -4342678 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -4342999.500000 Penalty: 5096.014648
	Iteration 18Q: 3 clusters Score -4343000 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4343249.000000 Penalty: 5096.014648
	Iteration 19Q: 3 clusters Score -4343249 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4343429.000000 Penalty: 5096.014648
	Iteration 20F: 3 clusters Score -4343429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4343560.000000 Penalty: 5096.014648
	Iteration 21Q: 3 clusters Score -4343560 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4343664.500000 Penalty: 5096.014648
	Iteration 22Q: 3 clusters Score -4343664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4343732.500000 Penalty: 5096.014648
	Iteration 23Q: 3 clusters Score -4343732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4343800.000000 Penalty: 5096.014648
	Iteration 24Q: 3 clusters Score -4343800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4343834.500000 Penalty: 5096.014648
	Iteration 25Q: 3 clusters Score -4343834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4343864.000000 Penalty: 5096.014648
	Iteration 26Q: 3 clusters Score -4343864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4343893.500000 Penalty: 5096.014648
	Iteration 27Q: 3 clusters Score -4343894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4343910.500000 Penalty: 5096.014648
	Iteration 28Q: 3 clusters Score -4343910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4343936.000000 Penalty: 5096.014648
	Iteration 29Q: 3 clusters Score -4343936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4343964.000000 Penalty: 5096.014648
	Iteration 30Q: 3 clusters Score -4343964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4343973.500000 Penalty: 5096.014648
	Iteration 31Q: 3 clusters Score -4343974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4343986.500000 Penalty: 5096.014648
	Iteration 32Q: 3 clusters Score -4343986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -4343989.500000 Penalty: 5096.014648
	Iteration 33Q: 3 clusters Score -4343990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4343991.000000 Penalty: 5096.014648
	Iteration 34Q: 3 clusters Score -4343991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4343994.500000 Penalty: 5096.014648
	Iteration 35Q: 3 clusters Score -4343994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4343995.500000 Penalty: 5096.014648
	Iteration 36Q: 3 clusters Score -4343996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4343997.000000 Penalty: 5096.014648
	Iteration 37Q: 3 clusters Score -4343997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4343997.500000 Penalty: 5096.014648
	Iteration 38Q: 3 clusters Score -4343998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4344006.000000 Penalty: 5096.014648
	Iteration 39Q: 3 clusters Score -4344006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4344001.000000 Penalty: 5096.014648
	Iteration 40F: 3 clusters Score -4344001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4344002.500000 Penalty: 5096.014648
	Iteration 41Q: 3 clusters Score -4344002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4344004.000000 Penalty: 5096.014648
	Iteration 42Q: 3 clusters Score -4344004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4344003.500000 Penalty: 5096.014648
	Iteration 43Q: 3 clusters Score -4344004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4344001.000000 Penalty: 5096.014648
	Iteration 44Q: 3 clusters Score -4344001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4344001.000000 Penalty: 5096.014648
	Iteration 45F: 3 clusters Score -4344001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -761638.187500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -761638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -757002.250000 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -757002.2 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -758122.250000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -758122.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -758348.625000 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -758348.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -758494.937500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -758494.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -758630.750000 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -758630.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -758776.125000 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -758776.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -758953.375000 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -758953.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -759133.062500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -759133.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -759381.062500 Penalty: 4241.015137
	Iteration 8F: 3 clusters Score -759381.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -759628.562500 Penalty: 4241.015137
	Iteration 9F: 3 clusters Score -759628.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -759850.062500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -759850.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -760041.875000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -760041.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -760152.875000 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -760152.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -760224.562500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -760224.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -760258.500000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -760258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -760284.937500 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -760284.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -760304.562500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -760304.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -760321.625000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -760321.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -760341.250000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -760341.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -760354.562500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -760354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -760366.062500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -760366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -760377.437500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -760377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -760383.250000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -760383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -760388.187500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -760388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -760387.187500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -760387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -760389.375000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -760389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -760388.125000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -760388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -760388.125000 Penalty: 4241.015137
	Iteration 27F: 3 clusters Score -760388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Entering Unmasked Estep 
Score: -15047014.000000 Penalty: 2849.180908
	Iteration 0F: 2 clusters Score -1.504701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -14983232.000000 Penalty: 5698.361816
	Iteration 0F: 3 clusters Score -1.498323e+07 nChanged 46316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -15010481.000000 Penalty: 5698.361816
	Iteration 1F: 3 clusters Score -1.501048e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -15011996.000000 Penalty: 5698.361816
	Iteration 2Q: 3 clusters Score -1.5012e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -15014045.000000 Penalty: 5698.361816
	Iteration 3Q: 3 clusters Score -1.501404e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -15016608.000000 Penalty: 5698.361816
	Iteration 4F: 3 clusters Score -1.501661e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -15019937.000000 Penalty: 5698.361816
	Iteration 5F: 3 clusters Score -1.501994e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -15023493.000000 Penalty: 5698.361816
	Iteration 6F: 3 clusters Score -1.502349e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -15027265.000000 Penalty: 5698.361816
	Iteration 7F: 3 clusters Score -1.502726e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -15031125.000000 Penalty: 5698.361816
	Iteration 8F: 3 clusters Score -1.503112e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -15034964.000000 Penalty: 5698.361816
	Iteration 9F: 3 clusters Score -1.503496e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -15038543.000000 Penalty: 5698.361816
	Iteration 10Q: 3 clusters Score -1.503854e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -15041207.000000 Penalty: 5698.361816
	Iteration 11Q: 3 clusters Score -1.504121e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -15042933.000000 Penalty: 5698.361816
	Iteration 12Q: 3 clusters Score -1.504293e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -15043685.000000 Penalty: 5698.361816
	Iteration 13Q: 3 clusters Score -1.504368e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -15044134.000000 Penalty: 5698.361816
	Iteration 14Q: 3 clusters Score -1.504413e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -15044343.000000 Penalty: 5698.361816
	Iteration 15Q: 3 clusters Score -1.504434e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -15044470.000000 Penalty: 5698.361816
	Iteration 16Q: 3 clusters Score -1.504447e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -15044534.000000 Penalty: 5698.361816
	Iteration 17Q: 3 clusters Score -1.504453e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -15044585.000000 Penalty: 5698.361816
	Iteration 18Q: 3 clusters Score -1.504458e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -15044636.000000 Penalty: 5698.361816
	Iteration 19Q: 3 clusters Score -1.504464e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -15044668.000000 Penalty: 5698.361816
	Iteration 20F: 3 clusters Score -1.504467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -15044678.000000 Penalty: 5698.361816
	Iteration 21Q: 3 clusters Score -1.504468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -15044687.000000 Penalty: 5698.361816
	Iteration 22Q: 3 clusters Score -1.504469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -15044678.000000 Penalty: 5698.361816
	Iteration 23Q: 3 clusters Score -1.504468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -15044672.000000 Penalty: 5698.361816
	Iteration 24Q: 3 clusters Score -1.504467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -15044679.000000 Penalty: 5698.361816
	Iteration 25Q: 3 clusters Score -1.504468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -15044703.000000 Penalty: 5698.361816
	Iteration 26Q: 3 clusters Score -1.50447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -15044687.000000 Penalty: 5698.361816
	Iteration 27Q: 3 clusters Score -1.504469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -15044702.000000 Penalty: 5698.361816
	Iteration 28Q: 3 clusters Score -1.50447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15044702.000000 Penalty: 5698.361816
	Iteration 29Q: 3 clusters Score -1.50447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -15044703.000000 Penalty: 5698.361816
	Iteration 30Q: 3 clusters Score -1.50447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15044701.000000 Penalty: 5698.361816
	Iteration 31Q: 3 clusters Score -1.50447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15044701.000000 Penalty: 5698.361816
	Iteration 32F: 3 clusters Score -1.50447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38945.656250 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38945.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39237.113281 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39237.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39388.167969 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39388.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39557.062500 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -39557.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39698.925781 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39698.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39790.488281 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39790.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39899.292969 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39899.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39925.457031 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39925.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39957.691406 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39957.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40009.777344 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -40009.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40032.574219 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -40032.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40053.753906 Penalty: 2886.761230
	Iteration 11F: 3 clusters Score -40053.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40122.652344 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -40122.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40222.707031 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -40222.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40276.375000 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -40276.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40324.707031 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -40324.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40452.507812 Penalty: 2886.761230
	Iteration 16Q: 3 clusters Score -40452.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40452.507812 Penalty: 2886.761230
	Iteration 17F: 3 clusters Score -40452.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63658 members 
Mstep: Class 5 contains 106317 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31327 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 108145 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 97600 members 
Mstep: Class 16 contains 122 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 41216 members 
Mstep: Class 19 contains 108103 members 
Mstep: Class 20 contains 51256 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 99715 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 215 members 
Entering Unmasked Estep 
Score: -137792128.000000 Penalty: 88517.062500
Splitting cluster 16 changes total score from -137793776.000000 to -137792128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (57132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Entering Unmasked Estep 
Score: -8908441.000000 Penalty: 2716.373535
	Iteration 0F: 2 clusters Score -8908441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -8869959.000000 Penalty: 5432.747070
	Iteration 0F: 3 clusters Score -8869959 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8884833.000000 Penalty: 5432.747070
	Iteration 1F: 3 clusters Score -8884833 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -8885586.000000 Penalty: 5432.747070
	Iteration 2Q: 3 clusters Score -8885586 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8886370.000000 Penalty: 5432.747070
	Iteration 3Q: 3 clusters Score -8886370 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8887511.000000 Penalty: 5432.747070
	Iteration 4Q: 3 clusters Score -8887511 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8889280.000000 Penalty: 5432.747070
	Iteration 5F: 3 clusters Score -8889280 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -8891841.000000 Penalty: 5432.747070
	Iteration 6F: 3 clusters Score -8891841 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -8895482.000000 Penalty: 5432.747070
	Iteration 7F: 3 clusters Score -8895482 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8899599.000000 Penalty: 5432.747070
	Iteration 8F: 3 clusters Score -8899599 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8902672.000000 Penalty: 5432.747070
	Iteration 9F: 3 clusters Score -8902672 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8904544.000000 Penalty: 5432.747070
	Iteration 10Q: 3 clusters Score -8904544 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8905366.000000 Penalty: 5432.747070
	Iteration 11Q: 3 clusters Score -8905366 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8905713.000000 Penalty: 5432.747070
	Iteration 12Q: 3 clusters Score -8905713 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8905868.000000 Penalty: 5432.747070
	Iteration 13Q: 3 clusters Score -8905868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8905929.000000 Penalty: 5432.747070
	Iteration 14Q: 3 clusters Score -8905929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8905987.000000 Penalty: 5432.747070
	Iteration 15Q: 3 clusters Score -8905987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8906024.000000 Penalty: 5432.747070
	Iteration 16Q: 3 clusters Score -8906024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8906043.000000 Penalty: 5432.747070
	Iteration 17Q: 3 clusters Score -8906043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8906065.000000 Penalty: 5432.747070
	Iteration 18Q: 3 clusters Score -8906065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8906074.000000 Penalty: 5432.747070
	Iteration 19Q: 3 clusters Score -8906074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8906094.000000 Penalty: 5432.747070
	Iteration 20F: 3 clusters Score -8906094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8906085.000000 Penalty: 5432.747070
	Iteration 21Q: 3 clusters Score -8906085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8906096.000000 Penalty: 5432.747070
	Iteration 22Q: 3 clusters Score -8906096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8906108.000000 Penalty: 5432.747070
	Iteration 23Q: 3 clusters Score -8906108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8906129.000000 Penalty: 5432.747070
	Iteration 24Q: 3 clusters Score -8906129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8906130.000000 Penalty: 5432.747070
	Iteration 25Q: 3 clusters Score -8906130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8906133.000000 Penalty: 5432.747070
	Iteration 26Q: 3 clusters Score -8906133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8906139.000000 Penalty: 5432.747070
	Iteration 27Q: 3 clusters Score -8906139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8906146.000000 Penalty: 5432.747070
	Iteration 28Q: 3 clusters Score -8906146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8906143.000000 Penalty: 5432.747070
	Iteration 29Q: 3 clusters Score -8906143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8906143.000000 Penalty: 5432.747070
	Iteration 30F: 3 clusters Score -8906143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Entering Unmasked Estep 
Score: -6190589.000000 Penalty: 2635.392334
	Iteration 0F: 2 clusters Score -6190589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -6162742.000000 Penalty: 5270.784668
	Iteration 0F: 3 clusters Score -6162742 nChanged 18888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -6173047.000000 Penalty: 5270.784668
	Iteration 1F: 3 clusters Score -6173047 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -6173665.000000 Penalty: 5270.784668
	Iteration 2Q: 3 clusters Score -6173665 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6174243.500000 Penalty: 5270.784668
	Iteration 3Q: 3 clusters Score -6174244 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -6175040.000000 Penalty: 5270.784668
	Iteration 4Q: 3 clusters Score -6175040 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -6176122.500000 Penalty: 5270.784668
	Iteration 5Q: 3 clusters Score -6176122 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -6177534.000000 Penalty: 5270.784668
	Iteration 6F: 3 clusters Score -6177534 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -6179165.500000 Penalty: 5270.784668
	Iteration 7F: 3 clusters Score -6179166 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6180781.000000 Penalty: 5270.784668
	Iteration 8F: 3 clusters Score -6180781 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6182142.500000 Penalty: 5270.784668
	Iteration 9F: 3 clusters Score -6182142 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -6183017.500000 Penalty: 5270.784668
	Iteration 10Q: 3 clusters Score -6183018 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6183545.000000 Penalty: 5270.784668
	Iteration 11Q: 3 clusters Score -6183545 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6183912.500000 Penalty: 5270.784668
	Iteration 12Q: 3 clusters Score -6183912 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -6184253.500000 Penalty: 5270.784668
	Iteration 13Q: 3 clusters Score -6184254 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6184539.500000 Penalty: 5270.784668
	Iteration 14Q: 3 clusters Score -6184540 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6184805.000000 Penalty: 5270.784668
	Iteration 15Q: 3 clusters Score -6184805 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -6185088.000000 Penalty: 5270.784668
	Iteration 16Q: 3 clusters Score -6185088 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -6185346.500000 Penalty: 5270.784668
	Iteration 17Q: 3 clusters Score -6185346 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -6185625.500000 Penalty: 5270.784668
	Iteration 18Q: 3 clusters Score -6185626 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -6185879.000000 Penalty: 5270.784668
	Iteration 19Q: 3 clusters Score -6185879 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -6186118.500000 Penalty: 5270.784668
	Iteration 20F: 3 clusters Score -6186118 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -6186356.500000 Penalty: 5270.784668
	Iteration 21Q: 3 clusters Score -6186356 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6186537.000000 Penalty: 5270.784668
	Iteration 22Q: 3 clusters Score -6186537 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -6186720.500000 Penalty: 5270.784668
	Iteration 23Q: 3 clusters Score -6186720 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -6186897.000000 Penalty: 5270.784668
	Iteration 24Q: 3 clusters Score -6186897 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -6187034.500000 Penalty: 5270.784668
	Iteration 25Q: 3 clusters Score -6187034 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6187215.000000 Penalty: 5270.784668
	Iteration 26Q: 3 clusters Score -6187215 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -6187311.000000 Penalty: 5270.784668
	Iteration 27Q: 3 clusters Score -6187311 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -6187415.000000 Penalty: 5270.784668
	Iteration 28Q: 3 clusters Score -6187415 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -6187508.000000 Penalty: 5270.784668
	Iteration 29Q: 3 clusters Score -6187508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6187577.500000 Penalty: 5270.784668
	Iteration 30Q: 3 clusters Score -6187578 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6187648.000000 Penalty: 5270.784668
	Iteration 31Q: 3 clusters Score -6187648 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -6187729.000000 Penalty: 5270.784668
	Iteration 32Q: 3 clusters Score -6187729 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6187793.000000 Penalty: 5270.784668
	Iteration 33Q: 3 clusters Score -6187793 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -6187869.500000 Penalty: 5270.784668
	Iteration 34Q: 3 clusters Score -6187870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6187940.000000 Penalty: 5270.784668
	Iteration 35Q: 3 clusters Score -6187940 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6188012.000000 Penalty: 5270.784668
	Iteration 36Q: 3 clusters Score -6188012 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6188076.000000 Penalty: 5270.784668
	Iteration 37Q: 3 clusters Score -6188076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -6188128.000000 Penalty: 5270.784668
	Iteration 38Q: 3 clusters Score -6188128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -6188199.500000 Penalty: 5270.784668
	Iteration 39Q: 3 clusters Score -6188200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6188269.500000 Penalty: 5270.784668
	Iteration 40F: 3 clusters Score -6188270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -6188312.500000 Penalty: 5270.784668
	Iteration 41Q: 3 clusters Score -6188312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -6188370.000000 Penalty: 5270.784668
	Iteration 42Q: 3 clusters Score -6188370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6188424.500000 Penalty: 5270.784668
	Iteration 43Q: 3 clusters Score -6188424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6188478.500000 Penalty: 5270.784668
	Iteration 44Q: 3 clusters Score -6188478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6188516.000000 Penalty: 5270.784668
	Iteration 45Q: 3 clusters Score -6188516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6188555.500000 Penalty: 5270.784668
	Iteration 46Q: 3 clusters Score -6188556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6188598.000000 Penalty: 5270.784668
	Iteration 47Q: 3 clusters Score -6188598 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6188636.000000 Penalty: 5270.784668
	Iteration 48Q: 3 clusters Score -6188636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6188664.500000 Penalty: 5270.784668
	Iteration 49Q: 3 clusters Score -6188664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6188700.500000 Penalty: 5270.784668
	Iteration 50Q: 3 clusters Score -6188700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6188712.500000 Penalty: 5270.784668
	Iteration 51Q: 3 clusters Score -6188712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6188720.000000 Penalty: 5270.784668
	Iteration 52Q: 3 clusters Score -6188720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6188735.000000 Penalty: 5270.784668
	Iteration 53Q: 3 clusters Score -6188735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6188736.500000 Penalty: 5270.784668
	Iteration 54Q: 3 clusters Score -6188736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6188777.500000 Penalty: 5270.784668
	Iteration 55Q: 3 clusters Score -6188778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6188775.500000 Penalty: 5270.784668
	Iteration 56Q: 3 clusters Score -6188776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6188796.000000 Penalty: 5270.784668
	Iteration 57Q: 3 clusters Score -6188796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6188799.000000 Penalty: 5270.784668
	Iteration 58Q: 3 clusters Score -6188799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6188803.000000 Penalty: 5270.784668
	Iteration 59Q: 3 clusters Score -6188803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6188809.000000 Penalty: 5270.784668
	Iteration 60F: 3 clusters Score -6188809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6188815.500000 Penalty: 5270.784668
	Iteration 61Q: 3 clusters Score -6188816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6188844.000000 Penalty: 5270.784668
	Iteration 62Q: 3 clusters Score -6188844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6188849.500000 Penalty: 5270.784668
	Iteration 63Q: 3 clusters Score -6188850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6188862.500000 Penalty: 5270.784668
	Iteration 64Q: 3 clusters Score -6188862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6188870.500000 Penalty: 5270.784668
	Iteration 65Q: 3 clusters Score -6188870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6188866.500000 Penalty: 5270.784668
	Iteration 66Q: 3 clusters Score -6188866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6188866.500000 Penalty: 5270.784668
	Iteration 67Q: 3 clusters Score -6188866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6188868.500000 Penalty: 5270.784668
	Iteration 68Q: 3 clusters Score -6188868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6188870.000000 Penalty: 5270.784668
	Iteration 69Q: 3 clusters Score -6188870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6188873.000000 Penalty: 5270.784668
	Iteration 70Q: 3 clusters Score -6188873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6188889.000000 Penalty: 5270.784668
	Iteration 71Q: 3 clusters Score -6188889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6188905.000000 Penalty: 5270.784668
	Iteration 72Q: 3 clusters Score -6188905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6188921.500000 Penalty: 5270.784668
	Iteration 73Q: 3 clusters Score -6188922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6188932.000000 Penalty: 5270.784668
	Iteration 74Q: 3 clusters Score -6188932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6188938.500000 Penalty: 5270.784668
	Iteration 75Q: 3 clusters Score -6188938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6188933.500000 Penalty: 5270.784668
	Iteration 76Q: 3 clusters Score -6188934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6188939.000000 Penalty: 5270.784668
	Iteration 77Q: 3 clusters Score -6188939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6188934.000000 Penalty: 5270.784668
	Iteration 78Q: 3 clusters Score -6188934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6188942.000000 Penalty: 5270.784668
	Iteration 79Q: 3 clusters Score -6188942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6188946.000000 Penalty: 5270.784668
	Iteration 80F: 3 clusters Score -6188946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6188958.500000 Penalty: 5270.784668
	Iteration 81Q: 3 clusters Score -6188958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6188969.000000 Penalty: 5270.784668
	Iteration 82Q: 3 clusters Score -6188969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6188973.500000 Penalty: 5270.784668
	Iteration 83Q: 3 clusters Score -6188974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6188991.500000 Penalty: 5270.784668
	Iteration 84Q: 3 clusters Score -6188992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6188988.000000 Penalty: 5270.784668
	Iteration 85Q: 3 clusters Score -6188988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6188979.000000 Penalty: 5270.784668
	Iteration 86Q: 3 clusters Score -6188979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6188988.500000 Penalty: 5270.784668
	Iteration 87Q: 3 clusters Score -6188988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6188992.500000 Penalty: 5270.784668
	Iteration 88Q: 3 clusters Score -6188992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6189005.000000 Penalty: 5270.784668
	Iteration 89Q: 3 clusters Score -6189005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6189008.000000 Penalty: 5270.784668
	Iteration 90Q: 3 clusters Score -6189008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6189014.500000 Penalty: 5270.784668
	Iteration 91Q: 3 clusters Score -6189014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6189017.000000 Penalty: 5270.784668
	Iteration 92Q: 3 clusters Score -6189017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6189028.500000 Penalty: 5270.784668
	Iteration 93Q: 3 clusters Score -6189028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6189045.000000 Penalty: 5270.784668
	Iteration 94Q: 3 clusters Score -6189045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6189047.500000 Penalty: 5270.784668
	Iteration 95Q: 3 clusters Score -6189048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6189051.500000 Penalty: 5270.784668
	Iteration 96Q: 3 clusters Score -6189052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6189071.500000 Penalty: 5270.784668
	Iteration 97Q: 3 clusters Score -6189072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6189084.000000 Penalty: 5270.784668
	Iteration 98Q: 3 clusters Score -6189084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6189090.000000 Penalty: 5270.784668
	Iteration 99Q: 3 clusters Score -6189090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6189079.000000 Penalty: 5270.784668
	Iteration 100F: 3 clusters Score -6189079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6189092.000000 Penalty: 5270.784668
	Iteration 101Q: 3 clusters Score -6189092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6189100.000000 Penalty: 5270.784668
	Iteration 102Q: 3 clusters Score -6189100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6189112.500000 Penalty: 5270.784668
	Iteration 103Q: 3 clusters Score -6189112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6189113.000000 Penalty: 5270.784668
	Iteration 104Q: 3 clusters Score -6189113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6189117.000000 Penalty: 5270.784668
	Iteration 105Q: 3 clusters Score -6189117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6189122.000000 Penalty: 5270.784668
	Iteration 106Q: 3 clusters Score -6189122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6189128.000000 Penalty: 5270.784668
	Iteration 107Q: 3 clusters Score -6189128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6189129.000000 Penalty: 5270.784668
	Iteration 108Q: 3 clusters Score -6189129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6189116.000000 Penalty: 5270.784668
	Iteration 109Q: 3 clusters Score -6189116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6189129.000000 Penalty: 5270.784668
	Iteration 110Q: 3 clusters Score -6189129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6189134.000000 Penalty: 5270.784668
	Iteration 111Q: 3 clusters Score -6189134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6189136.000000 Penalty: 5270.784668
	Iteration 112Q: 3 clusters Score -6189136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6189139.000000 Penalty: 5270.784668
	Iteration 113Q: 3 clusters Score -6189139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6189139.000000 Penalty: 5270.784668
	Iteration 114F: 3 clusters Score -6189139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Entering Unmasked Estep 
Score: -16624500.000000 Penalty: 2874.528076
	Iteration 0F: 2 clusters Score -1.66245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -16554306.000000 Penalty: 5749.056152
	Iteration 0F: 3 clusters Score -1.655431e+07 nChanged 51248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -16583814.000000 Penalty: 5749.056152
	Iteration 1F: 3 clusters Score -1.658381e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -16584751.000000 Penalty: 5749.056152
	Iteration 2Q: 3 clusters Score -1.658475e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -16585711.000000 Penalty: 5749.056152
	Iteration 3Q: 3 clusters Score -1.658571e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -16587054.000000 Penalty: 5749.056152
	Iteration 4Q: 3 clusters Score -1.658705e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -16588874.000000 Penalty: 5749.056152
	Iteration 5Q: 3 clusters Score -1.658887e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -16591798.000000 Penalty: 5749.056152
	Iteration 6Q: 3 clusters Score -1.65918e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -16595624.000000 Penalty: 5749.056152
	Iteration 7F: 3 clusters Score -1.659562e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -16601217.000000 Penalty: 5749.056152
	Iteration 8F: 3 clusters Score -1.660122e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -16607278.000000 Penalty: 5749.056152
	Iteration 9F: 3 clusters Score -1.660728e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -16612621.000000 Penalty: 5749.056152
	Iteration 10F: 3 clusters Score -1.661262e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -16616241.000000 Penalty: 5749.056152
	Iteration 11Q: 3 clusters Score -1.661624e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -16618445.000000 Penalty: 5749.056152
	Iteration 12Q: 3 clusters Score -1.661844e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -16619562.000000 Penalty: 5749.056152
	Iteration 13Q: 3 clusters Score -1.661956e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -16620328.000000 Penalty: 5749.056152
	Iteration 14Q: 3 clusters Score -1.662033e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16620838.000000 Penalty: 5749.056152
	Iteration 15Q: 3 clusters Score -1.662084e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16621120.000000 Penalty: 5749.056152
	Iteration 16Q: 3 clusters Score -1.662112e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16621331.000000 Penalty: 5749.056152
	Iteration 17Q: 3 clusters Score -1.662133e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16621497.000000 Penalty: 5749.056152
	Iteration 18Q: 3 clusters Score -1.66215e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16621621.000000 Penalty: 5749.056152
	Iteration 19Q: 3 clusters Score -1.662162e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -16621713.000000 Penalty: 5749.056152
	Iteration 20F: 3 clusters Score -1.662171e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16621785.000000 Penalty: 5749.056152
	Iteration 21Q: 3 clusters Score -1.662178e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16621834.000000 Penalty: 5749.056152
	Iteration 22Q: 3 clusters Score -1.662183e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16621873.000000 Penalty: 5749.056152
	Iteration 23Q: 3 clusters Score -1.662187e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -16621891.000000 Penalty: 5749.056152
	Iteration 24Q: 3 clusters Score -1.662189e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -16621929.000000 Penalty: 5749.056152
	Iteration 25Q: 3 clusters Score -1.662193e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -16621971.000000 Penalty: 5749.056152
	Iteration 26Q: 3 clusters Score -1.662197e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16621986.000000 Penalty: 5749.056152
	Iteration 27Q: 3 clusters Score -1.662199e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16621985.000000 Penalty: 5749.056152
	Iteration 28Q: 3 clusters Score -1.662198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16622008.000000 Penalty: 5749.056152
	Iteration 29Q: 3 clusters Score -1.662201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -16622019.000000 Penalty: 5749.056152
	Iteration 30Q: 3 clusters Score -1.662202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16622061.000000 Penalty: 5749.056152
	Iteration 31Q: 3 clusters Score -1.662206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16622058.000000 Penalty: 5749.056152
	Iteration 32Q: 3 clusters Score -1.662206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16622073.000000 Penalty: 5749.056152
	Iteration 33Q: 3 clusters Score -1.662207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16622083.000000 Penalty: 5749.056152
	Iteration 34Q: 3 clusters Score -1.662208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -16622098.000000 Penalty: 5749.056152
	Iteration 35Q: 3 clusters Score -1.66221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16622114.000000 Penalty: 5749.056152
	Iteration 36Q: 3 clusters Score -1.662211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16622101.000000 Penalty: 5749.056152
	Iteration 37Q: 3 clusters Score -1.66221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16622110.000000 Penalty: 5749.056152
	Iteration 38Q: 3 clusters Score -1.662211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16622110.000000 Penalty: 5749.056152
	Iteration 39Q: 3 clusters Score -1.662211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16622119.000000 Penalty: 5749.056152
	Iteration 40F: 3 clusters Score -1.662212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16622116.000000 Penalty: 5749.056152
	Iteration 41Q: 3 clusters Score -1.662212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16622125.000000 Penalty: 5749.056152
	Iteration 42Q: 3 clusters Score -1.662212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16622109.000000 Penalty: 5749.056152
	Iteration 43Q: 3 clusters Score -1.662211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16622109.000000 Penalty: 5749.056152
	Iteration 44Q: 3 clusters Score -1.662211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16622110.000000 Penalty: 5749.056152
	Iteration 45Q: 3 clusters Score -1.662211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -16622120.000000 Penalty: 5749.056152
	Iteration 46Q: 3 clusters Score -1.662212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16622118.000000 Penalty: 5749.056152
	Iteration 47Q: 3 clusters Score -1.662212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16622143.000000 Penalty: 5749.056152
	Iteration 48Q: 3 clusters Score -1.662214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16622141.000000 Penalty: 5749.056152
	Iteration 49Q: 3 clusters Score -1.662214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16622151.000000 Penalty: 5749.056152
	Iteration 50Q: 3 clusters Score -1.662215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16622144.000000 Penalty: 5749.056152
	Iteration 51Q: 3 clusters Score -1.662214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16622148.000000 Penalty: 5749.056152
	Iteration 52Q: 3 clusters Score -1.662215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16622156.000000 Penalty: 5749.056152
	Iteration 53Q: 3 clusters Score -1.662216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16622151.000000 Penalty: 5749.056152
	Iteration 54Q: 3 clusters Score -1.662215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16622159.000000 Penalty: 5749.056152
	Iteration 55Q: 3 clusters Score -1.662216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16622159.000000 Penalty: 5749.056152
	Iteration 56F: 3 clusters Score -1.662216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Entering Unmasked Estep 
Score: -7720448.500000 Penalty: 2689.458008
	Iteration 0F: 2 clusters Score -7720448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7686108.500000 Penalty: 5378.916016
	Iteration 0F: 3 clusters Score -7686108 nChanged 23505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -7699290.000000 Penalty: 5378.916016
	Iteration 1F: 3 clusters Score -7699290 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -7699922.500000 Penalty: 5378.916016
	Iteration 2Q: 3 clusters Score -7699922 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -7700652.500000 Penalty: 5378.916016
	Iteration 3Q: 3 clusters Score -7700652 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7701457.000000 Penalty: 5378.916016
	Iteration 4Q: 3 clusters Score -7701457 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7702516.000000 Penalty: 5378.916016
	Iteration 5Q: 3 clusters Score -7702516 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7703878.500000 Penalty: 5378.916016
	Iteration 6F: 3 clusters Score -7703878 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -7705470.000000 Penalty: 5378.916016
	Iteration 7F: 3 clusters Score -7705470 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7707120.500000 Penalty: 5378.916016
	Iteration 8F: 3 clusters Score -7707120 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -7708764.500000 Penalty: 5378.916016
	Iteration 9F: 3 clusters Score -7708764 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -7710394.500000 Penalty: 5378.916016
	Iteration 10F: 3 clusters Score -7710394 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7712089.000000 Penalty: 5378.916016
	Iteration 11Q: 3 clusters Score -7712089 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7713651.000000 Penalty: 5378.916016
	Iteration 12Q: 3 clusters Score -7713651 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7715048.500000 Penalty: 5378.916016
	Iteration 13Q: 3 clusters Score -7715048 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7716099.500000 Penalty: 5378.916016
	Iteration 14Q: 3 clusters Score -7716100 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7716830.500000 Penalty: 5378.916016
	Iteration 15Q: 3 clusters Score -7716830 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7717320.500000 Penalty: 5378.916016
	Iteration 16Q: 3 clusters Score -7717320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7717591.000000 Penalty: 5378.916016
	Iteration 17Q: 3 clusters Score -7717591 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7717780.500000 Penalty: 5378.916016
	Iteration 18Q: 3 clusters Score -7717780 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7717903.500000 Penalty: 5378.916016
	Iteration 19Q: 3 clusters Score -7717904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7717993.500000 Penalty: 5378.916016
	Iteration 20F: 3 clusters Score -7717994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7718046.000000 Penalty: 5378.916016
	Iteration 21Q: 3 clusters Score -7718046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7718082.000000 Penalty: 5378.916016
	Iteration 22Q: 3 clusters Score -7718082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7718114.500000 Penalty: 5378.916016
	Iteration 23Q: 3 clusters Score -7718114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7718138.500000 Penalty: 5378.916016
	Iteration 24Q: 3 clusters Score -7718138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7718151.500000 Penalty: 5378.916016
	Iteration 25Q: 3 clusters Score -7718152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7718161.000000 Penalty: 5378.916016
	Iteration 26Q: 3 clusters Score -7718161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7718191.000000 Penalty: 5378.916016
	Iteration 27Q: 3 clusters Score -7718191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7718191.000000 Penalty: 5378.916016
	Iteration 28Q: 3 clusters Score -7718191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7718197.500000 Penalty: 5378.916016
	Iteration 29Q: 3 clusters Score -7718198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7718197.000000 Penalty: 5378.916016
	Iteration 30Q: 3 clusters Score -7718197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7718210.500000 Penalty: 5378.916016
	Iteration 31Q: 3 clusters Score -7718210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7718214.500000 Penalty: 5378.916016
	Iteration 32Q: 3 clusters Score -7718214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7718215.000000 Penalty: 5378.916016
	Iteration 33Q: 3 clusters Score -7718215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7718212.500000 Penalty: 5378.916016
	Iteration 34Q: 3 clusters Score -7718212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7718218.500000 Penalty: 5378.916016
	Iteration 35Q: 3 clusters Score -7718218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7718215.500000 Penalty: 5378.916016
	Iteration 36Q: 3 clusters Score -7718216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7718216.000000 Penalty: 5378.916016
	Iteration 37Q: 3 clusters Score -7718216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7718213.500000 Penalty: 5378.916016
	Iteration 38Q: 3 clusters Score -7718214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7718212.500000 Penalty: 5378.916016
	Iteration 39Q: 3 clusters Score -7718212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7718215.000000 Penalty: 5378.916016
	Iteration 40F: 3 clusters Score -7718215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -133883.703125 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133883.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134288.328125 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134288.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134587.468750 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134587.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134814.171875 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134814.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134995.203125 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -134995.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135176.625000 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -135176.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135344.218750 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135344.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135597.265625 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135597.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135892.328125 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135892.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135958.031250 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135970.015625 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135973.046875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135974.546875 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135974.546875 Penalty: 3416.731934
	Iteration 13F: 3 clusters Score -135974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63658 members 
Mstep: Class 5 contains 106317 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31327 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 108145 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 97600 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 41216 members 
Mstep: Class 19 contains 108103 members 
Mstep: Class 20 contains 51256 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 99715 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 556 members 
Entering Unmasked Estep 
Score: -137792304.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137793776.000000 to -137792304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -822599.562500 Penalty: 2140.103516
	Iteration 0F: 2 clusters Score -822599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -817776.687500 Penalty: 4280.207031
	Iteration 0F: 3 clusters Score -817776.7 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -819096.187500 Penalty: 4280.207031
	Iteration 1F: 3 clusters Score -819096.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -819645.437500 Penalty: 4280.207031
	Iteration 2F: 3 clusters Score -819645.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -820224.437500 Penalty: 4280.207031
	Iteration 3F: 3 clusters Score -820224.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -820733.187500 Penalty: 4280.207031
	Iteration 4F: 3 clusters Score -820733.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -821094.562500 Penalty: 4280.207031
	Iteration 5F: 3 clusters Score -821094.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -821286.000000 Penalty: 4280.207031
	Iteration 6Q: 3 clusters Score -821286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -821406.187500 Penalty: 4280.207031
	Iteration 7Q: 3 clusters Score -821406.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -821473.875000 Penalty: 4280.207031
	Iteration 8Q: 3 clusters Score -821473.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -821518.687500 Penalty: 4280.207031
	Iteration 9Q: 3 clusters Score -821518.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -821547.875000 Penalty: 4280.207031
	Iteration 10Q: 3 clusters Score -821547.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -821563.562500 Penalty: 4280.207031
	Iteration 11Q: 3 clusters Score -821563.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -821571.437500 Penalty: 4280.207031
	Iteration 12Q: 3 clusters Score -821571.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -821574.812500 Penalty: 4280.207031
	Iteration 13Q: 3 clusters Score -821574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -821576.000000 Penalty: 4280.207031
	Iteration 14Q: 3 clusters Score -821576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -821579.062500 Penalty: 4280.207031
	Iteration 15Q: 3 clusters Score -821579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -821579.000000 Penalty: 4280.207031
	Iteration 16Q: 3 clusters Score -821579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -821579.187500 Penalty: 4280.207031
	Iteration 17Q: 3 clusters Score -821579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -821581.437500 Penalty: 4280.207031
	Iteration 18Q: 3 clusters Score -821581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -821583.375000 Penalty: 4280.207031
	Iteration 19Q: 3 clusters Score -821583.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -821584.000000 Penalty: 4280.207031
	Iteration 20F: 3 clusters Score -821584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -821585.812500 Penalty: 4280.207031
	Iteration 21Q: 3 clusters Score -821585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -821586.187500 Penalty: 4280.207031
	Iteration 22Q: 3 clusters Score -821586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -821586.187500 Penalty: 4280.207031
	Iteration 23F: 3 clusters Score -821586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (99715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Entering Unmasked Estep 
Score: -15356962.000000 Penalty: 2854.497803
	Iteration 0F: 2 clusters Score -1.535696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -15293214.000000 Penalty: 5708.995605
	Iteration 0F: 3 clusters Score -1.529321e+07 nChanged 47259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -15320712.000000 Penalty: 5708.995605
	Iteration 1F: 3 clusters Score -1.532071e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -15321733.000000 Penalty: 5708.995605
	Iteration 2Q: 3 clusters Score -1.532173e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -15322566.000000 Penalty: 5708.995605
	Iteration 3Q: 3 clusters Score -1.532257e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -15323505.000000 Penalty: 5708.995605
	Iteration 4Q: 3 clusters Score -1.53235e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -15324440.000000 Penalty: 5708.995605
	Iteration 5Q: 3 clusters Score -1.532444e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -15325551.000000 Penalty: 5708.995605
	Iteration 6Q: 3 clusters Score -1.532555e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -15326779.000000 Penalty: 5708.995605
	Iteration 7Q: 3 clusters Score -1.532678e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -15328099.000000 Penalty: 5708.995605
	Iteration 8Q: 3 clusters Score -1.53281e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -15329975.000000 Penalty: 5708.995605
	Iteration 9Q: 3 clusters Score -1.532998e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -15332530.000000 Penalty: 5708.995605
	Iteration 10Q: 3 clusters Score -1.533253e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -15335728.000000 Penalty: 5708.995605
	Iteration 11F: 3 clusters Score -1.533573e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -15339655.000000 Penalty: 5708.995605
	Iteration 12F: 3 clusters Score -1.533966e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -15343980.000000 Penalty: 5708.995605
	Iteration 13F: 3 clusters Score -1.534398e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -15348122.000000 Penalty: 5708.995605
	Iteration 14F: 3 clusters Score -1.534812e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -15351077.000000 Penalty: 5708.995605
	Iteration 15Q: 3 clusters Score -1.535108e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -15352725.000000 Penalty: 5708.995605
	Iteration 16Q: 3 clusters Score -1.535272e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -15353463.000000 Penalty: 5708.995605
	Iteration 17Q: 3 clusters Score -1.535346e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -15353867.000000 Penalty: 5708.995605
	Iteration 18Q: 3 clusters Score -1.535387e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15354119.000000 Penalty: 5708.995605
	Iteration 19Q: 3 clusters Score -1.535412e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15354285.000000 Penalty: 5708.995605
	Iteration 20F: 3 clusters Score -1.535428e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15354419.000000 Penalty: 5708.995605
	Iteration 21Q: 3 clusters Score -1.535442e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15354502.000000 Penalty: 5708.995605
	Iteration 22Q: 3 clusters Score -1.53545e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15354548.000000 Penalty: 5708.995605
	Iteration 23Q: 3 clusters Score -1.535455e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15354579.000000 Penalty: 5708.995605
	Iteration 24Q: 3 clusters Score -1.535458e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15354605.000000 Penalty: 5708.995605
	Iteration 25Q: 3 clusters Score -1.53546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15354631.000000 Penalty: 5708.995605
	Iteration 26Q: 3 clusters Score -1.535463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15354644.000000 Penalty: 5708.995605
	Iteration 27Q: 3 clusters Score -1.535464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15354669.000000 Penalty: 5708.995605
	Iteration 28Q: 3 clusters Score -1.535467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15354676.000000 Penalty: 5708.995605
	Iteration 29Q: 3 clusters Score -1.535468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15354695.000000 Penalty: 5708.995605
	Iteration 30Q: 3 clusters Score -1.53547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15354694.000000 Penalty: 5708.995605
	Iteration 31Q: 3 clusters Score -1.535469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15354698.000000 Penalty: 5708.995605
	Iteration 32Q: 3 clusters Score -1.53547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -15354697.000000 Penalty: 5708.995605
	Iteration 33Q: 3 clusters Score -1.53547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15354695.000000 Penalty: 5708.995605
	Iteration 34Q: 3 clusters Score -1.53547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15354703.000000 Penalty: 5708.995605
	Iteration 35Q: 3 clusters Score -1.53547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15354705.000000 Penalty: 5708.995605
	Iteration 36Q: 3 clusters Score -1.53547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15354714.000000 Penalty: 5708.995605
	Iteration 37Q: 3 clusters Score -1.535471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15354715.000000 Penalty: 5708.995605
	Iteration 38Q: 3 clusters Score -1.535472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15354709.000000 Penalty: 5708.995605
	Iteration 39Q: 3 clusters Score -1.535471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15354728.000000 Penalty: 5708.995605
	Iteration 40F: 3 clusters Score -1.535473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -15354737.000000 Penalty: 5708.995605
	Iteration 41Q: 3 clusters Score -1.535474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15354745.000000 Penalty: 5708.995605
	Iteration 42Q: 3 clusters Score -1.535474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -15354752.000000 Penalty: 5708.995605
	Iteration 43Q: 3 clusters Score -1.535475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15354758.000000 Penalty: 5708.995605
	Iteration 44Q: 3 clusters Score -1.535476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15354765.000000 Penalty: 5708.995605
	Iteration 45Q: 3 clusters Score -1.535476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15354760.000000 Penalty: 5708.995605
	Iteration 46Q: 3 clusters Score -1.535476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -15354766.000000 Penalty: 5708.995605
	Iteration 47Q: 3 clusters Score -1.535477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15354762.000000 Penalty: 5708.995605
	Iteration 48Q: 3 clusters Score -1.535476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15354766.000000 Penalty: 5708.995605
	Iteration 49Q: 3 clusters Score -1.535477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15354763.000000 Penalty: 5708.995605
	Iteration 50Q: 3 clusters Score -1.535476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15354764.000000 Penalty: 5708.995605
	Iteration 51Q: 3 clusters Score -1.535476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15354760.000000 Penalty: 5708.995605
	Iteration 52Q: 3 clusters Score -1.535476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -15354767.000000 Penalty: 5708.995605
	Iteration 53Q: 3 clusters Score -1.535477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15354762.000000 Penalty: 5708.995605
	Iteration 54Q: 3 clusters Score -1.535476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15354771.000000 Penalty: 5708.995605
	Iteration 55Q: 3 clusters Score -1.535477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15354769.000000 Penalty: 5708.995605
	Iteration 56Q: 3 clusters Score -1.535477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15354776.000000 Penalty: 5708.995605
	Iteration 57Q: 3 clusters Score -1.535478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15354776.000000 Penalty: 5708.995605
	Iteration 58F: 3 clusters Score -1.535478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -113179.671875 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -113179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111404.000000 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111404 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111783.023438 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112182.000000 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -112182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112503.062500 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -112503.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112715.453125 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -112715.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112843.531250 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -112843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112884.695312 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -112884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112926.156250 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112963.367188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112982.281250 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112984.203125 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112984.203125 Penalty: 3333.229248
	Iteration 11F: 3 clusters Score -112984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64269.183594 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64269.18 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64526.042969 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64526.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64641.296875 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64641.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64798.843750 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -64798.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64915.550781 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -64915.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65041.695312 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65041.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65154.957031 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -65154.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65320.019531 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65320.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -65459.671875 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65459.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -65534.710938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -65534.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65653.242188 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -65653.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65665.632812 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -65665.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65665.632812 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -65665.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63658 members 
Mstep: Class 5 contains 106317 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31327 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 108145 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 97600 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 41216 members 
Mstep: Class 19 contains 108103 members 
Mstep: Class 20 contains 51256 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 99715 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 84 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
Score: -137792032.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137793776.000000 to -137792032.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63658 members 
Mstep: Class 5 contains 106317 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31327 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 108145 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 97600 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 41216 members 
Mstep: Class 19 contains 108103 members 
Mstep: Class 20 contains 51256 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 99715 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793824.000000 Penalty: 85112.554688
Iteration 319Q: 26 clusters Score -1.377938e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 27617 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63637 members 
Mstep: Class 5 contains 106386 members 
Mstep: Class 6 contains 12162 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31322 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 43595 members 
Mstep: Class 12 contains 108109 members 
Mstep: Class 13 contains 28977 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 97593 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57140 members 
Mstep: Class 18 contains 41209 members 
Mstep: Class 19 contains 108131 members 
Mstep: Class 20 contains 51260 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5595 members 
Mstep: Class 23 contains 99691 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794128.000000 Penalty: 85112.554688
Iteration 320F: 26 clusters Score -1.377941e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 27619 members 
Mstep: Class 3 contains 2003 members 
Mstep: Class 4 contains 63609 members 
Mstep: Class 5 contains 106474 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9069 members 
Mstep: Class 11 contains 43557 members 
Mstep: Class 12 contains 108074 members 
Mstep: Class 13 contains 28980 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 97588 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57164 members 
Mstep: Class 18 contains 41198 members 
Mstep: Class 19 contains 108176 members 
Mstep: Class 20 contains 51250 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 99663 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794128.000000 Penalty: 85112.554688
Iteration 321Q: 26 clusters Score -1.377941e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 27620 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63587 members 
Mstep: Class 5 contains 106537 members 
Mstep: Class 6 contains 12157 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 31298 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 43528 members 
Mstep: Class 12 contains 108091 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 97562 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57167 members 
Mstep: Class 18 contains 41193 members 
Mstep: Class 19 contains 108224 members 
Mstep: Class 20 contains 51246 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 99618 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794288.000000 Penalty: 85112.554688
Iteration 322Q: 26 clusters Score -1.377943e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27631 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63565 members 
Mstep: Class 5 contains 106572 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 31281 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 43491 members 
Mstep: Class 12 contains 108130 members 
Mstep: Class 13 contains 28985 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 97547 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57182 members 
Mstep: Class 18 contains 41189 members 
Mstep: Class 19 contains 108235 members 
Mstep: Class 20 contains 51255 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 99584 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794352.000000 Penalty: 85112.554688
Iteration 323Q: 26 clusters Score -1.377944e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27637 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63528 members 
Mstep: Class 5 contains 106564 members 
Mstep: Class 6 contains 12145 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 31268 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9074 members 
Mstep: Class 11 contains 43469 members 
Mstep: Class 12 contains 108154 members 
Mstep: Class 13 contains 28990 members 
Mstep: Class 14 contains 5195 members 
Mstep: Class 15 contains 97550 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57193 members 
Mstep: Class 18 contains 41180 members 
Mstep: Class 19 contains 108284 members 
Mstep: Class 20 contains 51272 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 99558 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794336.000000 Penalty: 85112.554688
Iteration 324Q: 26 clusters Score -1.377943e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27643 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63509 members 
Mstep: Class 5 contains 106554 members 
Mstep: Class 6 contains 12143 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 31260 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43442 members 
Mstep: Class 12 contains 108171 members 
Mstep: Class 13 contains 28997 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57197 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 108339 members 
Mstep: Class 20 contains 51292 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5598 members 
Mstep: Class 23 contains 99522 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794448.000000 Penalty: 85112.554688
Iteration 325Q: 26 clusters Score -1.377944e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27652 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63494 members 
Mstep: Class 5 contains 106532 members 
Mstep: Class 6 contains 12138 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 31255 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43405 members 
Mstep: Class 12 contains 108201 members 
Mstep: Class 13 contains 29005 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 15 contains 97532 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57193 members 
Mstep: Class 18 contains 41160 members 
Mstep: Class 19 contains 108391 members 
Mstep: Class 20 contains 51321 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5599 members 
Mstep: Class 23 contains 99501 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794608.000000 Penalty: 85112.554688
Iteration 326Q: 26 clusters Score -1.377946e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 27665 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63455 members 
Mstep: Class 5 contains 106596 members 
Mstep: Class 6 contains 12131 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 31255 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43367 members 
Mstep: Class 12 contains 108233 members 
Mstep: Class 13 contains 29009 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 97524 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57187 members 
Mstep: Class 18 contains 41148 members 
Mstep: Class 19 contains 108390 members 
Mstep: Class 20 contains 51337 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5599 members 
Mstep: Class 23 contains 99476 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794528.000000 Penalty: 85112.554688
Iteration 327Q: 26 clusters Score -1.377945e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27678 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63422 members 
Mstep: Class 5 contains 106675 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 31249 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43330 members 
Mstep: Class 12 contains 108228 members 
Mstep: Class 13 contains 29013 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 97528 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57180 members 
Mstep: Class 18 contains 41133 members 
Mstep: Class 19 contains 108414 members 
Mstep: Class 20 contains 51336 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 99449 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794384.000000 Penalty: 85112.554688
Iteration 328Q: 26 clusters Score -1.377944e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27691 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63381 members 
Mstep: Class 5 contains 106742 members 
Mstep: Class 6 contains 12120 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 31242 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43301 members 
Mstep: Class 12 contains 108260 members 
Mstep: Class 13 contains 29018 members 
Mstep: Class 14 contains 5232 members 
Mstep: Class 15 contains 97529 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57166 members 
Mstep: Class 18 contains 41127 members 
Mstep: Class 19 contains 108424 members 
Mstep: Class 20 contains 51345 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 99398 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794384.000000 Penalty: 85112.554688
Iteration 329Q: 26 clusters Score -1.377944e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27694 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63339 members 
Mstep: Class 5 contains 106769 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31229 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 43273 members 
Mstep: Class 12 contains 108261 members 
Mstep: Class 13 contains 29021 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 97551 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57182 members 
Mstep: Class 18 contains 41116 members 
Mstep: Class 19 contains 108437 members 
Mstep: Class 20 contains 51367 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 99372 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794560.000000 Penalty: 85112.554688
Iteration 330Q: 26 clusters Score -1.377946e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27701 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63310 members 
Mstep: Class 5 contains 106836 members 
Mstep: Class 6 contains 12114 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31225 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9074 members 
Mstep: Class 11 contains 43251 members 
Mstep: Class 12 contains 108225 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57194 members 
Mstep: Class 18 contains 41111 members 
Mstep: Class 19 contains 108448 members 
Mstep: Class 20 contains 51387 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 99354 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794528.000000 Penalty: 85112.554688
Iteration 331Q: 26 clusters Score -1.377945e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 27706 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63270 members 
Mstep: Class 5 contains 106891 members 
Mstep: Class 6 contains 12114 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31221 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 43239 members 
Mstep: Class 12 contains 108182 members 
Mstep: Class 13 contains 29027 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 97540 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57229 members 
Mstep: Class 18 contains 41100 members 
Mstep: Class 19 contains 108478 members 
Mstep: Class 20 contains 51400 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 99323 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794736.000000 Penalty: 85112.554688
Iteration 332Q: 26 clusters Score -1.377947e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27710 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63229 members 
Mstep: Class 5 contains 106936 members 
Mstep: Class 6 contains 12104 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31211 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 108161 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 97529 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57252 members 
Mstep: Class 18 contains 41090 members 
Mstep: Class 19 contains 108522 members 
Mstep: Class 20 contains 51413 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 99297 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794576.000000 Penalty: 85112.554688
Iteration 333Q: 26 clusters Score -1.377946e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27719 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63181 members 
Mstep: Class 5 contains 106955 members 
Mstep: Class 6 contains 12104 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31204 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 108196 members 
Mstep: Class 13 contains 29038 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 97505 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57257 members 
Mstep: Class 18 contains 41085 members 
Mstep: Class 19 contains 108566 members 
Mstep: Class 20 contains 51433 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 99276 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794736.000000 Penalty: 85112.554688
Iteration 334Q: 26 clusters Score -1.377947e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 27718 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 63133 members 
Mstep: Class 5 contains 106946 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31205 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 108256 members 
Mstep: Class 13 contains 29037 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 97495 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57270 members 
Mstep: Class 18 contains 41082 members 
Mstep: Class 19 contains 108607 members 
Mstep: Class 20 contains 51448 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5606 members 
Mstep: Class 23 contains 99250 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794912.000000 Penalty: 85112.554688
Iteration 335Q: 26 clusters Score -1.377949e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 27714 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63090 members 
Mstep: Class 5 contains 106935 members 
Mstep: Class 6 contains 12101 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31208 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9079 members 
Mstep: Class 11 contains 43133 members 
Mstep: Class 12 contains 108335 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 5258 members 
Mstep: Class 15 contains 97476 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57302 members 
Mstep: Class 18 contains 41077 members 
Mstep: Class 19 contains 108626 members 
Mstep: Class 20 contains 51472 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5606 members 
Mstep: Class 23 contains 99203 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795200.000000 Penalty: 85112.554688
Iteration 336Q: 26 clusters Score -1.377952e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 27717 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63041 members 
Mstep: Class 5 contains 106931 members 
Mstep: Class 6 contains 12092 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31206 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 108445 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 97472 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57302 members 
Mstep: Class 18 contains 41070 members 
Mstep: Class 19 contains 108629 members 
Mstep: Class 20 contains 51492 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 99174 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795104.000000 Penalty: 85112.554688
Iteration 337Q: 26 clusters Score -1.377951e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 27720 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 63005 members 
Mstep: Class 5 contains 106906 members 
Mstep: Class 6 contains 12079 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31201 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 43068 members 
Mstep: Class 12 contains 108517 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 97461 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57324 members 
Mstep: Class 18 contains 41064 members 
Mstep: Class 19 contains 108647 members 
Mstep: Class 20 contains 51501 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5607 members 
Mstep: Class 23 contains 99173 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795152.000000 Penalty: 85112.554688
Iteration 338Q: 26 clusters Score -1.377952e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27719 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 62977 members 
Mstep: Class 5 contains 106884 members 
Mstep: Class 6 contains 12075 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 43045 members 
Mstep: Class 12 contains 108561 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 5265 members 
Mstep: Class 15 contains 97438 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57351 members 
Mstep: Class 18 contains 41056 members 
Mstep: Class 19 contains 108672 members 
Mstep: Class 20 contains 51506 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5608 members 
Mstep: Class 23 contains 99178 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795248.000000 Penalty: 85112.554688
Iteration 339Q: 26 clusters Score -1.377952e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27721 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 62948 members 
Mstep: Class 5 contains 106868 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31190 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 43031 members 
Mstep: Class 12 contains 108588 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 97417 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57382 members 
Mstep: Class 18 contains 41044 members 
Mstep: Class 19 contains 108700 members 
Mstep: Class 20 contains 51501 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 99183 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795392.000000 Penalty: 85112.554688
Iteration 340F: 26 clusters Score -1.377954e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27730 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 62906 members 
Mstep: Class 5 contains 106846 members 
Mstep: Class 6 contains 12073 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31180 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 43016 members 
Mstep: Class 12 contains 108626 members 
Mstep: Class 13 contains 29051 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 97403 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57417 members 
Mstep: Class 18 contains 41039 members 
Mstep: Class 19 contains 108710 members 
Mstep: Class 20 contains 51495 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 99195 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795312.000000 Penalty: 85112.554688
Iteration 341Q: 26 clusters Score -1.377953e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27740 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 62874 members 
Mstep: Class 5 contains 106845 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31173 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 108662 members 
Mstep: Class 13 contains 29056 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 97386 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57450 members 
Mstep: Class 18 contains 41038 members 
Mstep: Class 19 contains 108717 members 
Mstep: Class 20 contains 51502 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99177 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795648.000000 Penalty: 85112.554688
Iteration 342Q: 26 clusters Score -1.377956e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27748 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 62848 members 
Mstep: Class 5 contains 106830 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31167 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 42976 members 
Mstep: Class 12 contains 108704 members 
Mstep: Class 13 contains 29061 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 97353 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57491 members 
Mstep: Class 18 contains 41030 members 
Mstep: Class 19 contains 108741 members 
Mstep: Class 20 contains 51506 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99158 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795856.000000 Penalty: 85112.554688
Iteration 343Q: 26 clusters Score -1.377959e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27753 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 62829 members 
Mstep: Class 5 contains 106794 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31171 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 42954 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 29066 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 97324 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57526 members 
Mstep: Class 18 contains 41022 members 
Mstep: Class 19 contains 108780 members 
Mstep: Class 20 contains 51517 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99140 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795840.000000 Penalty: 85112.554688
Iteration 344Q: 26 clusters Score -1.377958e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 62814 members 
Mstep: Class 5 contains 106802 members 
Mstep: Class 6 contains 12061 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31181 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 42930 members 
Mstep: Class 12 contains 108751 members 
Mstep: Class 13 contains 29069 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 97305 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57578 members 
Mstep: Class 18 contains 41014 members 
Mstep: Class 19 contains 108761 members 
Mstep: Class 20 contains 51536 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99119 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795920.000000 Penalty: 85112.554688
Iteration 345Q: 26 clusters Score -1.377959e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27761 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 62785 members 
Mstep: Class 5 contains 106807 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31177 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 42904 members 
Mstep: Class 12 contains 108762 members 
Mstep: Class 13 contains 29077 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 97300 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57631 members 
Mstep: Class 18 contains 41000 members 
Mstep: Class 19 contains 108755 members 
Mstep: Class 20 contains 51552 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99115 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796112.000000 Penalty: 85112.554688
Iteration 346Q: 26 clusters Score -1.377961e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 27764 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 62769 members 
Mstep: Class 5 contains 106793 members 
Mstep: Class 6 contains 12053 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31175 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 11 contains 42894 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 97292 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57674 members 
Mstep: Class 18 contains 40995 members 
Mstep: Class 19 contains 108755 members 
Mstep: Class 20 contains 51552 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5611 members 
Mstep: Class 23 contains 99111 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 347Q: 26 clusters Score -1.377962e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 27760 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 62761 members 
Mstep: Class 5 contains 106787 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31175 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 29080 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 97272 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57718 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 108752 members 
Mstep: Class 20 contains 51550 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 99095 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 85112.554688
Iteration 348Q: 26 clusters Score -1.377961e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 27763 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 62751 members 
Mstep: Class 5 contains 106747 members 
Mstep: Class 6 contains 12049 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31172 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 42867 members 
Mstep: Class 12 contains 108856 members 
Mstep: Class 13 contains 29083 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 97235 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57750 members 
Mstep: Class 18 contains 40990 members 
Mstep: Class 19 contains 108780 members 
Mstep: Class 20 contains 51549 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99074 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 85112.554688
Iteration 349Q: 26 clusters Score -1.377962e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 27765 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 62741 members 
Mstep: Class 5 contains 106682 members 
Mstep: Class 6 contains 12036 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31170 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9085 members 
Mstep: Class 11 contains 42861 members 
Mstep: Class 12 contains 108948 members 
Mstep: Class 13 contains 29087 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 97204 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57785 members 
Mstep: Class 18 contains 40982 members 
Mstep: Class 19 contains 108776 members 
Mstep: Class 20 contains 51563 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5611 members 
Mstep: Class 23 contains 99062 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796256.000000 Penalty: 85112.554688
Iteration 350Q: 26 clusters Score -1.377963e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 27767 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62732 members 
Mstep: Class 5 contains 106646 members 
Mstep: Class 6 contains 12029 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31171 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9085 members 
Mstep: Class 11 contains 42849 members 
Mstep: Class 12 contains 109032 members 
Mstep: Class 13 contains 29097 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 97167 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57794 members 
Mstep: Class 18 contains 40972 members 
Mstep: Class 19 contains 108766 members 
Mstep: Class 20 contains 51574 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99068 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 351Q: 26 clusters Score -1.377963e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 27775 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62726 members 
Mstep: Class 5 contains 106599 members 
Mstep: Class 6 contains 12029 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31168 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 42834 members 
Mstep: Class 12 contains 109088 members 
Mstep: Class 13 contains 29106 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 97150 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57806 members 
Mstep: Class 18 contains 40960 members 
Mstep: Class 19 contains 108785 members 
Mstep: Class 20 contains 51589 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 99050 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 85112.554688
Iteration 352Q: 26 clusters Score -1.377962e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62724 members 
Mstep: Class 5 contains 106540 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31166 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 42825 members 
Mstep: Class 12 contains 109134 members 
Mstep: Class 13 contains 29104 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 97148 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57828 members 
Mstep: Class 18 contains 40947 members 
Mstep: Class 19 contains 108807 members 
Mstep: Class 20 contains 51607 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 99034 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 85112.554688
Iteration 353Q: 26 clusters Score -1.377961e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 27774 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62713 members 
Mstep: Class 5 contains 106502 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31166 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 42817 members 
Mstep: Class 12 contains 109154 members 
Mstep: Class 13 contains 29112 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 97140 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57845 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 108833 members 
Mstep: Class 20 contains 51631 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5612 members 
Mstep: Class 23 contains 99012 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 354Q: 26 clusters Score -1.377962e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 27771 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 106504 members 
Mstep: Class 6 contains 12013 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31172 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42803 members 
Mstep: Class 12 contains 109186 members 
Mstep: Class 13 contains 29117 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 97113 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57862 members 
Mstep: Class 18 contains 40931 members 
Mstep: Class 19 contains 108838 members 
Mstep: Class 20 contains 51636 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5615 members 
Mstep: Class 23 contains 99003 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796240.000000 Penalty: 85112.554688
Iteration 355Q: 26 clusters Score -1.377962e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 27774 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62696 members 
Mstep: Class 5 contains 106503 members 
Mstep: Class 6 contains 12010 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31180 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42794 members 
Mstep: Class 12 contains 109219 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 97110 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57869 members 
Mstep: Class 18 contains 40924 members 
Mstep: Class 19 contains 108806 members 
Mstep: Class 20 contains 51653 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 98987 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 356Q: 26 clusters Score -1.377962e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62688 members 
Mstep: Class 5 contains 106522 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31184 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42788 members 
Mstep: Class 12 contains 109248 members 
Mstep: Class 13 contains 29125 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 97090 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57876 members 
Mstep: Class 18 contains 40916 members 
Mstep: Class 19 contains 108782 members 
Mstep: Class 20 contains 51660 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 98976 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 357Q: 26 clusters Score -1.377963e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27779 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62689 members 
Mstep: Class 5 contains 106531 members 
Mstep: Class 6 contains 12000 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 31179 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42771 members 
Mstep: Class 12 contains 109286 members 
Mstep: Class 13 contains 29128 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 97077 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40912 members 
Mstep: Class 19 contains 108761 members 
Mstep: Class 20 contains 51660 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5623 members 
Mstep: Class 23 contains 98983 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796032.000000 Penalty: 85112.554688
Iteration 358Q: 26 clusters Score -1.37796e+08 nChanged 487
Entering ConstructFrom: 
Score: -137796032.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Entering Unmasked Estep 
Score: -1675804.000000 Penalty: 2335.080078
	Iteration 0F: 2 clusters Score -1675804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1666831.000000 Penalty: 4670.160156
	Iteration 0F: 3 clusters Score -1666831 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1669784.500000 Penalty: 4670.160156
	Iteration 1F: 3 clusters Score -1669784 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1670556.625000 Penalty: 4670.160156
	Iteration 2F: 3 clusters Score -1670557 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1671370.500000 Penalty: 4670.160156
	Iteration 3F: 3 clusters Score -1671370 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1672221.125000 Penalty: 4670.160156
	Iteration 4F: 3 clusters Score -1672221 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1673040.000000 Penalty: 4670.160156
	Iteration 5F: 3 clusters Score -1673040 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1673596.875000 Penalty: 4670.160156
	Iteration 6F: 3 clusters Score -1673597 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1673935.375000 Penalty: 4670.160156
	Iteration 7Q: 3 clusters Score -1673935 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1674147.625000 Penalty: 4670.160156
	Iteration 8Q: 3 clusters Score -1674148 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1674302.250000 Penalty: 4670.160156
	Iteration 9Q: 3 clusters Score -1674302 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1674409.750000 Penalty: 4670.160156
	Iteration 10Q: 3 clusters Score -1674410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1674462.875000 Penalty: 4670.160156
	Iteration 11Q: 3 clusters Score -1674463 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1674515.875000 Penalty: 4670.160156
	Iteration 12Q: 3 clusters Score -1674516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1674562.625000 Penalty: 4670.160156
	Iteration 13Q: 3 clusters Score -1674563 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1674608.875000 Penalty: 4670.160156
	Iteration 14Q: 3 clusters Score -1674609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1674649.875000 Penalty: 4670.160156
	Iteration 15Q: 3 clusters Score -1674650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1674688.375000 Penalty: 4670.160156
	Iteration 16Q: 3 clusters Score -1674688 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1674725.000000 Penalty: 4670.160156
	Iteration 17Q: 3 clusters Score -1674725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1674748.125000 Penalty: 4670.160156
	Iteration 18Q: 3 clusters Score -1674748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1674774.500000 Penalty: 4670.160156
	Iteration 19Q: 3 clusters Score -1674774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1674797.875000 Penalty: 4670.160156
	Iteration 20F: 3 clusters Score -1674798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1674821.500000 Penalty: 4670.160156
	Iteration 21Q: 3 clusters Score -1674822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1674836.125000 Penalty: 4670.160156
	Iteration 22Q: 3 clusters Score -1674836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1674852.000000 Penalty: 4670.160156
	Iteration 23Q: 3 clusters Score -1674852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1674861.000000 Penalty: 4670.160156
	Iteration 24Q: 3 clusters Score -1674861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1674869.500000 Penalty: 4670.160156
	Iteration 25Q: 3 clusters Score -1674870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1674870.000000 Penalty: 4670.160156
	Iteration 26Q: 3 clusters Score -1674870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1674876.500000 Penalty: 4670.160156
	Iteration 27Q: 3 clusters Score -1674876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1674874.500000 Penalty: 4670.160156
	Iteration 28Q: 3 clusters Score -1674874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1674876.750000 Penalty: 4670.160156
	Iteration 29Q: 3 clusters Score -1674877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1674880.000000 Penalty: 4670.160156
	Iteration 30Q: 3 clusters Score -1674880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1674880.625000 Penalty: 4670.160156
	Iteration 31Q: 3 clusters Score -1674881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1674882.875000 Penalty: 4670.160156
	Iteration 32Q: 3 clusters Score -1674883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1674884.000000 Penalty: 4670.160156
	Iteration 33Q: 3 clusters Score -1674884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1674886.500000 Penalty: 4670.160156
	Iteration 34Q: 3 clusters Score -1674886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1674888.875000 Penalty: 4670.160156
	Iteration 35Q: 3 clusters Score -1674889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1674884.750000 Penalty: 4670.160156
	Iteration 36Q: 3 clusters Score -1674885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1674887.000000 Penalty: 4670.160156
	Iteration 37Q: 3 clusters Score -1674887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1674887.250000 Penalty: 4670.160156
	Iteration 38Q: 3 clusters Score -1674887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1674887.000000 Penalty: 4670.160156
	Iteration 39Q: 3 clusters Score -1674887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1674891.250000 Penalty: 4670.160156
	Iteration 40F: 3 clusters Score -1674891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1674891.750000 Penalty: 4670.160156
	Iteration 41Q: 3 clusters Score -1674892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1674892.000000 Penalty: 4670.160156
	Iteration 42Q: 3 clusters Score -1674892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1674893.750000 Penalty: 4670.160156
	Iteration 43Q: 3 clusters Score -1674894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1674891.000000 Penalty: 4670.160156
	Iteration 44Q: 3 clusters Score -1674891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1674890.750000 Penalty: 4670.160156
	Iteration 45Q: 3 clusters Score -1674891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1674895.250000 Penalty: 4670.160156
	Iteration 46Q: 3 clusters Score -1674895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1674895.250000 Penalty: 4670.160156
	Iteration 47F: 3 clusters Score -1674895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Entering Unmasked Estep 
Score: -4034055.000000 Penalty: 2537.526855
	Iteration 0F: 2 clusters Score -4034055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4014929.250000 Penalty: 5075.053711
	Iteration 0F: 3 clusters Score -4014929 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -4021873.750000 Penalty: 5075.053711
	Iteration 1F: 3 clusters Score -4021874 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4022520.250000 Penalty: 5075.053711
	Iteration 2F: 3 clusters Score -4022520 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4023190.500000 Penalty: 5075.053711
	Iteration 3Q: 3 clusters Score -4023190 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4023800.750000 Penalty: 5075.053711
	Iteration 4Q: 3 clusters Score -4023801 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4024395.000000 Penalty: 5075.053711
	Iteration 5Q: 3 clusters Score -4024395 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4024930.500000 Penalty: 5075.053711
	Iteration 6Q: 3 clusters Score -4024930 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4025427.750000 Penalty: 5075.053711
	Iteration 7Q: 3 clusters Score -4025428 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4025861.750000 Penalty: 5075.053711
	Iteration 8Q: 3 clusters Score -4025862 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4026288.500000 Penalty: 5075.053711
	Iteration 9Q: 3 clusters Score -4026288 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4026705.000000 Penalty: 5075.053711
	Iteration 10Q: 3 clusters Score -4026705 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4027099.250000 Penalty: 5075.053711
	Iteration 11Q: 3 clusters Score -4027099 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4027466.750000 Penalty: 5075.053711
	Iteration 12Q: 3 clusters Score -4027467 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4027749.750000 Penalty: 5075.053711
	Iteration 13Q: 3 clusters Score -4027750 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4027993.000000 Penalty: 5075.053711
	Iteration 14Q: 3 clusters Score -4027993 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4028129.500000 Penalty: 5075.053711
	Iteration 15Q: 3 clusters Score -4028130 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4028263.250000 Penalty: 5075.053711
	Iteration 16Q: 3 clusters Score -4028263 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4028347.250000 Penalty: 5075.053711
	Iteration 17Q: 3 clusters Score -4028347 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4028444.750000 Penalty: 5075.053711
	Iteration 18Q: 3 clusters Score -4028445 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4028500.750000 Penalty: 5075.053711
	Iteration 19Q: 3 clusters Score -4028501 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4028541.750000 Penalty: 5075.053711
	Iteration 20F: 3 clusters Score -4028542 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4028602.000000 Penalty: 5075.053711
	Iteration 21Q: 3 clusters Score -4028602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4028645.750000 Penalty: 5075.053711
	Iteration 22Q: 3 clusters Score -4028646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4028671.250000 Penalty: 5075.053711
	Iteration 23Q: 3 clusters Score -4028671 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4028726.750000 Penalty: 5075.053711
	Iteration 24Q: 3 clusters Score -4028727 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -4028766.250000 Penalty: 5075.053711
	Iteration 25Q: 3 clusters Score -4028766 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4028808.250000 Penalty: 5075.053711
	Iteration 26Q: 3 clusters Score -4028808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4028874.250000 Penalty: 5075.053711
	Iteration 27Q: 3 clusters Score -4028874 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4028909.750000 Penalty: 5075.053711
	Iteration 28Q: 3 clusters Score -4028910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4028954.250000 Penalty: 5075.053711
	Iteration 29Q: 3 clusters Score -4028954 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4029035.000000 Penalty: 5075.053711
	Iteration 30Q: 3 clusters Score -4029035 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4029091.000000 Penalty: 5075.053711
	Iteration 31Q: 3 clusters Score -4029091 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4029172.000000 Penalty: 5075.053711
	Iteration 32Q: 3 clusters Score -4029172 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4029242.000000 Penalty: 5075.053711
	Iteration 33Q: 3 clusters Score -4029242 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4029318.750000 Penalty: 5075.053711
	Iteration 34Q: 3 clusters Score -4029319 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4029409.000000 Penalty: 5075.053711
	Iteration 35Q: 3 clusters Score -4029409 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4029495.500000 Penalty: 5075.053711
	Iteration 36Q: 3 clusters Score -4029496 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4029579.000000 Penalty: 5075.053711
	Iteration 37Q: 3 clusters Score -4029579 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4029681.250000 Penalty: 5075.053711
	Iteration 38Q: 3 clusters Score -4029681 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4029770.750000 Penalty: 5075.053711
	Iteration 39Q: 3 clusters Score -4029771 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4029886.250000 Penalty: 5075.053711
	Iteration 40F: 3 clusters Score -4029886 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4030007.000000 Penalty: 5075.053711
	Iteration 41Q: 3 clusters Score -4030007 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4030149.000000 Penalty: 5075.053711
	Iteration 42Q: 3 clusters Score -4030149 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4030306.000000 Penalty: 5075.053711
	Iteration 43Q: 3 clusters Score -4030306 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4030477.250000 Penalty: 5075.053711
	Iteration 44Q: 3 clusters Score -4030477 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4030641.250000 Penalty: 5075.053711
	Iteration 45Q: 3 clusters Score -4030641 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4030824.250000 Penalty: 5075.053711
	Iteration 46Q: 3 clusters Score -4030824 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4030998.250000 Penalty: 5075.053711
	Iteration 47Q: 3 clusters Score -4030998 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4031197.500000 Penalty: 5075.053711
	Iteration 48Q: 3 clusters Score -4031198 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4031373.750000 Penalty: 5075.053711
	Iteration 49Q: 3 clusters Score -4031374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4031526.250000 Penalty: 5075.053711
	Iteration 50Q: 3 clusters Score -4031526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4031638.500000 Penalty: 5075.053711
	Iteration 51Q: 3 clusters Score -4031638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4031702.750000 Penalty: 5075.053711
	Iteration 52Q: 3 clusters Score -4031703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4031761.750000 Penalty: 5075.053711
	Iteration 53Q: 3 clusters Score -4031762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4031821.500000 Penalty: 5075.053711
	Iteration 54Q: 3 clusters Score -4031822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4031867.750000 Penalty: 5075.053711
	Iteration 55Q: 3 clusters Score -4031868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4031918.500000 Penalty: 5075.053711
	Iteration 56Q: 3 clusters Score -4031918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4031962.250000 Penalty: 5075.053711
	Iteration 57Q: 3 clusters Score -4031962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4031992.750000 Penalty: 5075.053711
	Iteration 58Q: 3 clusters Score -4031993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4032021.750000 Penalty: 5075.053711
	Iteration 59Q: 3 clusters Score -4032022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4032042.500000 Penalty: 5075.053711
	Iteration 60F: 3 clusters Score -4032042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4032058.750000 Penalty: 5075.053711
	Iteration 61Q: 3 clusters Score -4032059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4032064.750000 Penalty: 5075.053711
	Iteration 62Q: 3 clusters Score -4032065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4032069.000000 Penalty: 5075.053711
	Iteration 63Q: 3 clusters Score -4032069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4032087.500000 Penalty: 5075.053711
	Iteration 64Q: 3 clusters Score -4032088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4032093.500000 Penalty: 5075.053711
	Iteration 65Q: 3 clusters Score -4032094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4032105.500000 Penalty: 5075.053711
	Iteration 66Q: 3 clusters Score -4032106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4032113.250000 Penalty: 5075.053711
	Iteration 67Q: 3 clusters Score -4032113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4032111.500000 Penalty: 5075.053711
	Iteration 68Q: 3 clusters Score -4032112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4032116.500000 Penalty: 5075.053711
	Iteration 69Q: 3 clusters Score -4032116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4032119.500000 Penalty: 5075.053711
	Iteration 70Q: 3 clusters Score -4032120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4032124.000000 Penalty: 5075.053711
	Iteration 71Q: 3 clusters Score -4032124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4032128.250000 Penalty: 5075.053711
	Iteration 72Q: 3 clusters Score -4032128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4032128.500000 Penalty: 5075.053711
	Iteration 73Q: 3 clusters Score -4032128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4032126.000000 Penalty: 5075.053711
	Iteration 74Q: 3 clusters Score -4032126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4032126.000000 Penalty: 5075.053711
	Iteration 75F: 3 clusters Score -4032126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -308530.156250 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -308530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -305932.437500 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -305932.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306344.781250 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -306344.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306459.031250 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -306459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306517.500000 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -306517.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306551.750000 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -306551.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -306570.093750 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -306570.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -306589.593750 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -306589.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -306601.312500 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -306601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -306612.250000 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -306612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -306620.250000 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -306620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -306625.343750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -306625.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -306627.937500 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -306627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -306629.156250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -306629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -306629.531250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -306629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306629.781250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -306629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306629.781250 Penalty: 3769.054443
	Iteration 15F: 3 clusters Score -306629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Entering Unmasked Estep 
Score: -9779358.000000 Penalty: 2739.416992
	Iteration 0F: 2 clusters Score -9779358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -9737329.000000 Penalty: 5478.833984
	Iteration 0F: 3 clusters Score -9737329 nChanged 29254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -9753776.000000 Penalty: 5478.833984
	Iteration 1F: 3 clusters Score -9753776 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -9754384.000000 Penalty: 5478.833984
	Iteration 2Q: 3 clusters Score -9754384 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -9755001.000000 Penalty: 5478.833984
	Iteration 3Q: 3 clusters Score -9755001 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -9755803.000000 Penalty: 5478.833984
	Iteration 4Q: 3 clusters Score -9755803 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -9756711.000000 Penalty: 5478.833984
	Iteration 5Q: 3 clusters Score -9756711 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -9757882.000000 Penalty: 5478.833984
	Iteration 6Q: 3 clusters Score -9757882 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9759406.000000 Penalty: 5478.833984
	Iteration 7Q: 3 clusters Score -9759406 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -9761518.000000 Penalty: 5478.833984
	Iteration 8F: 3 clusters Score -9761518 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -9764199.000000 Penalty: 5478.833984
	Iteration 9F: 3 clusters Score -9764199 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -9766964.000000 Penalty: 5478.833984
	Iteration 10F: 3 clusters Score -9766964 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9769276.000000 Penalty: 5478.833984
	Iteration 11Q: 3 clusters Score -9769276 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -9770881.000000 Penalty: 5478.833984
	Iteration 12Q: 3 clusters Score -9770881 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -9771909.000000 Penalty: 5478.833984
	Iteration 13Q: 3 clusters Score -9771909 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -9772810.000000 Penalty: 5478.833984
	Iteration 14Q: 3 clusters Score -9772810 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -9773532.000000 Penalty: 5478.833984
	Iteration 15Q: 3 clusters Score -9773532 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -9774228.000000 Penalty: 5478.833984
	Iteration 16Q: 3 clusters Score -9774228 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -9774792.000000 Penalty: 5478.833984
	Iteration 17Q: 3 clusters Score -9774792 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -9775273.000000 Penalty: 5478.833984
	Iteration 18Q: 3 clusters Score -9775273 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9775631.000000 Penalty: 5478.833984
	Iteration 19Q: 3 clusters Score -9775631 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -9775982.000000 Penalty: 5478.833984
	Iteration 20F: 3 clusters Score -9775982 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9776227.000000 Penalty: 5478.833984
	Iteration 21Q: 3 clusters Score -9776227 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9776383.000000 Penalty: 5478.833984
	Iteration 22Q: 3 clusters Score -9776383 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9776550.000000 Penalty: 5478.833984
	Iteration 23Q: 3 clusters Score -9776550 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9776703.000000 Penalty: 5478.833984
	Iteration 24Q: 3 clusters Score -9776703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9776850.000000 Penalty: 5478.833984
	Iteration 25Q: 3 clusters Score -9776850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9776930.000000 Penalty: 5478.833984
	Iteration 26Q: 3 clusters Score -9776930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9776953.000000 Penalty: 5478.833984
	Iteration 27Q: 3 clusters Score -9776953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9777009.000000 Penalty: 5478.833984
	Iteration 28Q: 3 clusters Score -9777009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9777019.000000 Penalty: 5478.833984
	Iteration 29Q: 3 clusters Score -9777019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9777039.000000 Penalty: 5478.833984
	Iteration 30Q: 3 clusters Score -9777039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9777067.000000 Penalty: 5478.833984
	Iteration 31Q: 3 clusters Score -9777067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9777083.000000 Penalty: 5478.833984
	Iteration 32Q: 3 clusters Score -9777083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9777089.000000 Penalty: 5478.833984
	Iteration 33Q: 3 clusters Score -9777089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9777113.000000 Penalty: 5478.833984
	Iteration 34Q: 3 clusters Score -9777113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9777115.000000 Penalty: 5478.833984
	Iteration 35Q: 3 clusters Score -9777115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9777110.000000 Penalty: 5478.833984
	Iteration 36Q: 3 clusters Score -9777110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9777105.000000 Penalty: 5478.833984
	Iteration 37Q: 3 clusters Score -9777105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9777110.000000 Penalty: 5478.833984
	Iteration 38Q: 3 clusters Score -9777110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9777124.000000 Penalty: 5478.833984
	Iteration 39Q: 3 clusters Score -9777124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9777124.000000 Penalty: 5478.833984
	Iteration 40F: 3 clusters Score -9777124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9777123.000000 Penalty: 5478.833984
	Iteration 41Q: 3 clusters Score -9777123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9777132.000000 Penalty: 5478.833984
	Iteration 42Q: 3 clusters Score -9777132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9777131.000000 Penalty: 5478.833984
	Iteration 43Q: 3 clusters Score -9777131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9777135.000000 Penalty: 5478.833984
	Iteration 44Q: 3 clusters Score -9777135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9777135.000000 Penalty: 5478.833984
	Iteration 45F: 3 clusters Score -9777135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Entering Unmasked Estep 
Score: -16416256.000000 Penalty: 2870.914062
	Iteration 0F: 2 clusters Score -1.641626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -16346158.000000 Penalty: 5741.828125
	Iteration 0F: 3 clusters Score -1.634616e+07 nChanged 50473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -16374508.000000 Penalty: 5741.828125
	Iteration 1F: 3 clusters Score -1.637451e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -16375151.000000 Penalty: 5741.828125
	Iteration 2Q: 3 clusters Score -1.637515e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -16375807.000000 Penalty: 5741.828125
	Iteration 3Q: 3 clusters Score -1.637581e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -16376429.000000 Penalty: 5741.828125
	Iteration 4Q: 3 clusters Score -1.637643e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -16377058.000000 Penalty: 5741.828125
	Iteration 5Q: 3 clusters Score -1.637706e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -16377989.000000 Penalty: 5741.828125
	Iteration 6Q: 3 clusters Score -1.637799e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -16379367.000000 Penalty: 5741.828125
	Iteration 7Q: 3 clusters Score -1.637937e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -16381412.000000 Penalty: 5741.828125
	Iteration 8Q: 3 clusters Score -1.638141e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -16384535.000000 Penalty: 5741.828125
	Iteration 9Q: 3 clusters Score -1.638454e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -16388912.000000 Penalty: 5741.828125
	Iteration 10F: 3 clusters Score -1.638891e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -16394237.000000 Penalty: 5741.828125
	Iteration 11F: 3 clusters Score -1.639424e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -16399316.000000 Penalty: 5741.828125
	Iteration 12F: 3 clusters Score -1.639932e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -16403145.000000 Penalty: 5741.828125
	Iteration 13Q: 3 clusters Score -1.640314e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -16405711.000000 Penalty: 5741.828125
	Iteration 14Q: 3 clusters Score -1.640571e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -16407393.000000 Penalty: 5741.828125
	Iteration 15Q: 3 clusters Score -1.640739e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -16408591.000000 Penalty: 5741.828125
	Iteration 16Q: 3 clusters Score -1.640859e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -16409569.000000 Penalty: 5741.828125
	Iteration 17Q: 3 clusters Score -1.640957e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -16410319.000000 Penalty: 5741.828125
	Iteration 18Q: 3 clusters Score -1.641032e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -16410990.000000 Penalty: 5741.828125
	Iteration 19Q: 3 clusters Score -1.641099e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -16411592.000000 Penalty: 5741.828125
	Iteration 20F: 3 clusters Score -1.641159e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -16412042.000000 Penalty: 5741.828125
	Iteration 21Q: 3 clusters Score -1.641204e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -16412420.000000 Penalty: 5741.828125
	Iteration 22Q: 3 clusters Score -1.641242e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -16412822.000000 Penalty: 5741.828125
	Iteration 23Q: 3 clusters Score -1.641282e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -16413072.000000 Penalty: 5741.828125
	Iteration 24Q: 3 clusters Score -1.641307e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16413256.000000 Penalty: 5741.828125
	Iteration 25Q: 3 clusters Score -1.641326e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -16413425.000000 Penalty: 5741.828125
	Iteration 26Q: 3 clusters Score -1.641342e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -16413514.000000 Penalty: 5741.828125
	Iteration 27Q: 3 clusters Score -1.641351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16413569.000000 Penalty: 5741.828125
	Iteration 28Q: 3 clusters Score -1.641357e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -16413622.000000 Penalty: 5741.828125
	Iteration 29Q: 3 clusters Score -1.641362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16413682.000000 Penalty: 5741.828125
	Iteration 30Q: 3 clusters Score -1.641368e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -16413680.000000 Penalty: 5741.828125
	Iteration 31Q: 3 clusters Score -1.641368e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16413730.000000 Penalty: 5741.828125
	Iteration 32Q: 3 clusters Score -1.641373e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16413760.000000 Penalty: 5741.828125
	Iteration 33Q: 3 clusters Score -1.641376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16413766.000000 Penalty: 5741.828125
	Iteration 34Q: 3 clusters Score -1.641377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16413780.000000 Penalty: 5741.828125
	Iteration 35Q: 3 clusters Score -1.641378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16413797.000000 Penalty: 5741.828125
	Iteration 36Q: 3 clusters Score -1.64138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16413796.000000 Penalty: 5741.828125
	Iteration 37Q: 3 clusters Score -1.64138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16413811.000000 Penalty: 5741.828125
	Iteration 38Q: 3 clusters Score -1.641381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16413827.000000 Penalty: 5741.828125
	Iteration 39Q: 3 clusters Score -1.641383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16413841.000000 Penalty: 5741.828125
	Iteration 40F: 3 clusters Score -1.641384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -16413844.000000 Penalty: 5741.828125
	Iteration 41Q: 3 clusters Score -1.641384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16413834.000000 Penalty: 5741.828125
	Iteration 42Q: 3 clusters Score -1.641383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16413851.000000 Penalty: 5741.828125
	Iteration 43Q: 3 clusters Score -1.641385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16413842.000000 Penalty: 5741.828125
	Iteration 44Q: 3 clusters Score -1.641384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16413850.000000 Penalty: 5741.828125
	Iteration 45Q: 3 clusters Score -1.641385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16413856.000000 Penalty: 5741.828125
	Iteration 46Q: 3 clusters Score -1.641386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -16413857.000000 Penalty: 5741.828125
	Iteration 47Q: 3 clusters Score -1.641386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105757 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16413858.000000 Penalty: 5741.828125
	Iteration 48Q: 3 clusters Score -1.641386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16413869.000000 Penalty: 5741.828125
	Iteration 49Q: 3 clusters Score -1.641387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16413859.000000 Penalty: 5741.828125
	Iteration 50Q: 3 clusters Score -1.641386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16413870.000000 Penalty: 5741.828125
	Iteration 51Q: 3 clusters Score -1.641387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16413871.000000 Penalty: 5741.828125
	Iteration 52Q: 3 clusters Score -1.641387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -16413871.000000 Penalty: 5741.828125
	Iteration 53Q: 3 clusters Score -1.641387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16413865.000000 Penalty: 5741.828125
	Iteration 54Q: 3 clusters Score -1.641386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16413875.000000 Penalty: 5741.828125
	Iteration 55Q: 3 clusters Score -1.641388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16413862.000000 Penalty: 5741.828125
	Iteration 56Q: 3 clusters Score -1.641386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16413879.000000 Penalty: 5741.828125
	Iteration 57Q: 3 clusters Score -1.641388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16413869.000000 Penalty: 5741.828125
	Iteration 58Q: 3 clusters Score -1.641387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16413872.000000 Penalty: 5741.828125
	Iteration 59Q: 3 clusters Score -1.641387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16413872.000000 Penalty: 5741.828125
	Iteration 60F: 3 clusters Score -1.641387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Entering Unmasked Estep 
Score: -1859863.625000 Penalty: 2329.256104
	Iteration 0F: 2 clusters Score -1859864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1850891.375000 Penalty: 4658.512207
	Iteration 0F: 3 clusters Score -1850891 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1853575.875000 Penalty: 4658.512207
	Iteration 1F: 3 clusters Score -1853576 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1853818.375000 Penalty: 4658.512207
	Iteration 2F: 3 clusters Score -1853818 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1853992.750000 Penalty: 4658.512207
	Iteration 3Q: 3 clusters Score -1853993 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1854116.875000 Penalty: 4658.512207
	Iteration 4Q: 3 clusters Score -1854117 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1854240.500000 Penalty: 4658.512207
	Iteration 5Q: 3 clusters Score -1854240 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1854338.750000 Penalty: 4658.512207
	Iteration 6Q: 3 clusters Score -1854339 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1854441.875000 Penalty: 4658.512207
	Iteration 7Q: 3 clusters Score -1854442 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1854561.750000 Penalty: 4658.512207
	Iteration 8Q: 3 clusters Score -1854562 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1854701.500000 Penalty: 4658.512207
	Iteration 9Q: 3 clusters Score -1854702 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1854908.125000 Penalty: 4658.512207
	Iteration 10Q: 3 clusters Score -1854908 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1855162.875000 Penalty: 4658.512207
	Iteration 11Q: 3 clusters Score -1855163 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1855460.375000 Penalty: 4658.512207
	Iteration 12Q: 3 clusters Score -1855460 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1855781.750000 Penalty: 4658.512207
	Iteration 13Q: 3 clusters Score -1855782 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1856104.750000 Penalty: 4658.512207
	Iteration 14Q: 3 clusters Score -1856105 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1856416.000000 Penalty: 4658.512207
	Iteration 15Q: 3 clusters Score -1856416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1856707.375000 Penalty: 4658.512207
	Iteration 16Q: 3 clusters Score -1856707 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1856940.375000 Penalty: 4658.512207
	Iteration 17Q: 3 clusters Score -1856940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1857136.375000 Penalty: 4658.512207
	Iteration 18Q: 3 clusters Score -1857136 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1857275.125000 Penalty: 4658.512207
	Iteration 19Q: 3 clusters Score -1857275 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1857399.375000 Penalty: 4658.512207
	Iteration 20F: 3 clusters Score -1857399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1857506.750000 Penalty: 4658.512207
	Iteration 21Q: 3 clusters Score -1857507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1857578.125000 Penalty: 4658.512207
	Iteration 22Q: 3 clusters Score -1857578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1857638.375000 Penalty: 4658.512207
	Iteration 23Q: 3 clusters Score -1857638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1857675.375000 Penalty: 4658.512207
	Iteration 24Q: 3 clusters Score -1857675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1857711.625000 Penalty: 4658.512207
	Iteration 25Q: 3 clusters Score -1857712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1857746.500000 Penalty: 4658.512207
	Iteration 26Q: 3 clusters Score -1857746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1857759.625000 Penalty: 4658.512207
	Iteration 27Q: 3 clusters Score -1857760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1857773.500000 Penalty: 4658.512207
	Iteration 28Q: 3 clusters Score -1857774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1857788.500000 Penalty: 4658.512207
	Iteration 29Q: 3 clusters Score -1857788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1857802.375000 Penalty: 4658.512207
	Iteration 30Q: 3 clusters Score -1857802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1857808.500000 Penalty: 4658.512207
	Iteration 31Q: 3 clusters Score -1857808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1857827.375000 Penalty: 4658.512207
	Iteration 32Q: 3 clusters Score -1857827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1857835.500000 Penalty: 4658.512207
	Iteration 33Q: 3 clusters Score -1857836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1857845.500000 Penalty: 4658.512207
	Iteration 34Q: 3 clusters Score -1857846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1857845.750000 Penalty: 4658.512207
	Iteration 35Q: 3 clusters Score -1857846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1857846.875000 Penalty: 4658.512207
	Iteration 36Q: 3 clusters Score -1857847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1857846.500000 Penalty: 4658.512207
	Iteration 37Q: 3 clusters Score -1857846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1857849.750000 Penalty: 4658.512207
	Iteration 38Q: 3 clusters Score -1857850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1857850.500000 Penalty: 4658.512207
	Iteration 39Q: 3 clusters Score -1857850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1857851.125000 Penalty: 4658.512207
	Iteration 40F: 3 clusters Score -1857851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1857856.625000 Penalty: 4658.512207
	Iteration 41Q: 3 clusters Score -1857857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1857855.500000 Penalty: 4658.512207
	Iteration 42Q: 3 clusters Score -1857856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1857857.750000 Penalty: 4658.512207
	Iteration 43Q: 3 clusters Score -1857858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1857860.000000 Penalty: 4658.512207
	Iteration 44Q: 3 clusters Score -1857860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1857863.375000 Penalty: 4658.512207
	Iteration 45Q: 3 clusters Score -1857863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1857864.125000 Penalty: 4658.512207
	Iteration 46Q: 3 clusters Score -1857864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1857867.750000 Penalty: 4658.512207
	Iteration 47Q: 3 clusters Score -1857868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1857872.625000 Penalty: 4658.512207
	Iteration 48Q: 3 clusters Score -1857873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1857876.125000 Penalty: 4658.512207
	Iteration 49Q: 3 clusters Score -1857876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1857876.625000 Penalty: 4658.512207
	Iteration 50Q: 3 clusters Score -1857877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1857880.625000 Penalty: 4658.512207
	Iteration 51Q: 3 clusters Score -1857881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1857883.500000 Penalty: 4658.512207
	Iteration 52Q: 3 clusters Score -1857884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1857885.500000 Penalty: 4658.512207
	Iteration 53Q: 3 clusters Score -1857886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1857883.750000 Penalty: 4658.512207
	Iteration 54Q: 3 clusters Score -1857884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1857883.750000 Penalty: 4658.512207
	Iteration 55F: 3 clusters Score -1857884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -253045.843750 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -253045.8 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 862 members 
Entering Unmasked Estep 
Score: -250546.703125 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -250546.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -251234.093750 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -251234.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -251588.343750 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -251588.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -251764.812500 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -251764.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -251934.562500 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -251934.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -252080.593750 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -252080.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -252208.906250 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -252208.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -252298.218750 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -252298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -252340.343750 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -252340.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -252388.656250 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -252388.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -252412.515625 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -252412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -252433.687500 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -252433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -252457.843750 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -252457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -252492.359375 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -252492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -252534.031250 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -252534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -252562.625000 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -252562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -252598.156250 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -252598.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -252634.171875 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -252634.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -252673.250000 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -252673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -252696.843750 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -252696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -252712.015625 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -252712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -252718.359375 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -252718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -252724.500000 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -252724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -252727.859375 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -252727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -252741.703125 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -252741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -252756.843750 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -252756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -252759.734375 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -252759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -252761.031250 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -252761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -252761.031250 Penalty: 3721.358154
	Iteration 28F: 3 clusters Score -252761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Entering Unmasked Estep 
Score: -4811797.500000 Penalty: 2566.227783
	Iteration 0F: 2 clusters Score -4811798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4790337.500000 Penalty: 5132.455566
	Iteration 0F: 3 clusters Score -4790338 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4798012.000000 Penalty: 5132.455566
	Iteration 1F: 3 clusters Score -4798012 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4798512.000000 Penalty: 5132.455566
	Iteration 2Q: 3 clusters Score -4798512 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4798965.000000 Penalty: 5132.455566
	Iteration 3Q: 3 clusters Score -4798965 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4799511.500000 Penalty: 5132.455566
	Iteration 4Q: 3 clusters Score -4799512 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4800123.500000 Penalty: 5132.455566
	Iteration 5Q: 3 clusters Score -4800124 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4800888.000000 Penalty: 5132.455566
	Iteration 6F: 3 clusters Score -4800888 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4801858.500000 Penalty: 5132.455566
	Iteration 7F: 3 clusters Score -4801858 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4803073.000000 Penalty: 5132.455566
	Iteration 8F: 3 clusters Score -4803073 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4804550.500000 Penalty: 5132.455566
	Iteration 9F: 3 clusters Score -4804550 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4806033.500000 Penalty: 5132.455566
	Iteration 10F: 3 clusters Score -4806034 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4807415.500000 Penalty: 5132.455566
	Iteration 11Q: 3 clusters Score -4807416 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4808279.000000 Penalty: 5132.455566
	Iteration 12Q: 3 clusters Score -4808279 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4808830.500000 Penalty: 5132.455566
	Iteration 13Q: 3 clusters Score -4808830 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4809117.500000 Penalty: 5132.455566
	Iteration 14Q: 3 clusters Score -4809118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4809289.500000 Penalty: 5132.455566
	Iteration 15Q: 3 clusters Score -4809290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4809404.000000 Penalty: 5132.455566
	Iteration 16Q: 3 clusters Score -4809404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4809469.000000 Penalty: 5132.455566
	Iteration 17Q: 3 clusters Score -4809469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4809487.000000 Penalty: 5132.455566
	Iteration 18Q: 3 clusters Score -4809487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4809512.500000 Penalty: 5132.455566
	Iteration 19Q: 3 clusters Score -4809512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4809537.500000 Penalty: 5132.455566
	Iteration 20F: 3 clusters Score -4809538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4809555.500000 Penalty: 5132.455566
	Iteration 21Q: 3 clusters Score -4809556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4809559.500000 Penalty: 5132.455566
	Iteration 22Q: 3 clusters Score -4809560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4809560.000000 Penalty: 5132.455566
	Iteration 23Q: 3 clusters Score -4809560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4809558.500000 Penalty: 5132.455566
	Iteration 24Q: 3 clusters Score -4809558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4809557.500000 Penalty: 5132.455566
	Iteration 25Q: 3 clusters Score -4809558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4809560.000000 Penalty: 5132.455566
	Iteration 26Q: 3 clusters Score -4809560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4809565.500000 Penalty: 5132.455566
	Iteration 27Q: 3 clusters Score -4809566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4809575.500000 Penalty: 5132.455566
	Iteration 28Q: 3 clusters Score -4809576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4809578.000000 Penalty: 5132.455566
	Iteration 29Q: 3 clusters Score -4809578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4809576.000000 Penalty: 5132.455566
	Iteration 30Q: 3 clusters Score -4809576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4809576.000000 Penalty: 5132.455566
	Iteration 31F: 3 clusters Score -4809576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67554.718750 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67554.72 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68090.156250 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -68090.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68658.734375 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68658.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69062.445312 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -69062.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69265.484375 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -69265.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69362.296875 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -69362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69415.195312 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -69415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69456.820312 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -69456.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69462.398438 Penalty: 3118.777832
	Iteration 8F: 3 clusters Score -69462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69468.437500 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -69468.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69473.250000 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -69473.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69477.023438 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -69477.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69477.023438 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -69477.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 166 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 372 members 
Entering Unmasked Estep 
Score: -137794880.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137796032.000000 to -137794880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -1333223.000000 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -1333223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1326194.500000 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -1326194 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1328405.875000 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -1328406 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1328875.000000 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -1328875 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1329335.125000 Penalty: 4521.005371
	Iteration 3F: 3 clusters Score -1329335 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1329779.125000 Penalty: 4521.005371
	Iteration 4F: 3 clusters Score -1329779 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1330172.875000 Penalty: 4521.005371
	Iteration 5F: 3 clusters Score -1330173 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1330530.875000 Penalty: 4521.005371
	Iteration 6Q: 3 clusters Score -1330531 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1330868.875000 Penalty: 4521.005371
	Iteration 7Q: 3 clusters Score -1330869 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1331131.500000 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -1331132 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1331327.375000 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -1331327 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1331473.625000 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -1331474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1331582.625000 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -1331583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1331666.875000 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -1331667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1331748.625000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -1331749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1331849.625000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -1331850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1331943.125000 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -1331943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1331985.750000 Penalty: 4521.005371
	Iteration 16Q: 3 clusters Score -1331986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1332021.250000 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -1332021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1332040.250000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -1332040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1332058.125000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -1332058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1332062.250000 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -1332062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1332067.250000 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -1332067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1332073.875000 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -1332074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1332089.125000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -1332089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1332095.000000 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -1332095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1332095.625000 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -1332096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1332095.750000 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -1332096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1332096.750000 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -1332097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1332098.125000 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -1332098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1332098.250000 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -1332098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1332097.625000 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -1332098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1332097.625000 Penalty: 4521.005371
	Iteration 31F: 3 clusters Score -1332098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Entering Unmasked Estep 
Score: -6599524.000000 Penalty: 2644.478027
	Iteration 0F: 2 clusters Score -6599524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -6570672.000000 Penalty: 5288.956055
	Iteration 0F: 3 clusters Score -6570672 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -6581517.000000 Penalty: 5288.956055
	Iteration 1F: 3 clusters Score -6581517 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -6582292.000000 Penalty: 5288.956055
	Iteration 2Q: 3 clusters Score -6582292 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -6583109.000000 Penalty: 5288.956055
	Iteration 3Q: 3 clusters Score -6583109 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6583900.500000 Penalty: 5288.956055
	Iteration 4Q: 3 clusters Score -6583900 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -6584761.500000 Penalty: 5288.956055
	Iteration 5Q: 3 clusters Score -6584762 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6585669.500000 Penalty: 5288.956055
	Iteration 6Q: 3 clusters Score -6585670 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -6586670.000000 Penalty: 5288.956055
	Iteration 7Q: 3 clusters Score -6586670 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6587881.500000 Penalty: 5288.956055
	Iteration 8F: 3 clusters Score -6587882 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6589268.500000 Penalty: 5288.956055
	Iteration 9F: 3 clusters Score -6589268 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6590776.500000 Penalty: 5288.956055
	Iteration 10F: 3 clusters Score -6590776 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6591814.000000 Penalty: 5288.956055
	Iteration 11Q: 3 clusters Score -6591814 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6592417.500000 Penalty: 5288.956055
	Iteration 12Q: 3 clusters Score -6592418 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6592671.500000 Penalty: 5288.956055
	Iteration 13Q: 3 clusters Score -6592672 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -6592891.500000 Penalty: 5288.956055
	Iteration 14Q: 3 clusters Score -6592892 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -6593022.500000 Penalty: 5288.956055
	Iteration 15Q: 3 clusters Score -6593022 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -6593159.000000 Penalty: 5288.956055
	Iteration 16Q: 3 clusters Score -6593159 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6593282.500000 Penalty: 5288.956055
	Iteration 17Q: 3 clusters Score -6593282 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6593382.000000 Penalty: 5288.956055
	Iteration 18Q: 3 clusters Score -6593382 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -6593480.000000 Penalty: 5288.956055
	Iteration 19Q: 3 clusters Score -6593480 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6593563.500000 Penalty: 5288.956055
	Iteration 20F: 3 clusters Score -6593564 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6593670.000000 Penalty: 5288.956055
	Iteration 21Q: 3 clusters Score -6593670 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6593768.000000 Penalty: 5288.956055
	Iteration 22Q: 3 clusters Score -6593768 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -6593876.000000 Penalty: 5288.956055
	Iteration 23Q: 3 clusters Score -6593876 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -6593929.000000 Penalty: 5288.956055
	Iteration 24Q: 3 clusters Score -6593929 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -6594021.000000 Penalty: 5288.956055
	Iteration 25Q: 3 clusters Score -6594021 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6594127.500000 Penalty: 5288.956055
	Iteration 26Q: 3 clusters Score -6594128 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -6594215.500000 Penalty: 5288.956055
	Iteration 27Q: 3 clusters Score -6594216 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6594289.500000 Penalty: 5288.956055
	Iteration 28Q: 3 clusters Score -6594290 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -6594396.000000 Penalty: 5288.956055
	Iteration 29Q: 3 clusters Score -6594396 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -6594503.500000 Penalty: 5288.956055
	Iteration 30Q: 3 clusters Score -6594504 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -6594615.500000 Penalty: 5288.956055
	Iteration 31Q: 3 clusters Score -6594616 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -6594753.000000 Penalty: 5288.956055
	Iteration 32Q: 3 clusters Score -6594753 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6594863.000000 Penalty: 5288.956055
	Iteration 33Q: 3 clusters Score -6594863 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -6595005.000000 Penalty: 5288.956055
	Iteration 34Q: 3 clusters Score -6595005 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -6595154.500000 Penalty: 5288.956055
	Iteration 35Q: 3 clusters Score -6595154 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6595289.500000 Penalty: 5288.956055
	Iteration 36Q: 3 clusters Score -6595290 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6595426.000000 Penalty: 5288.956055
	Iteration 37Q: 3 clusters Score -6595426 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -6595561.000000 Penalty: 5288.956055
	Iteration 38Q: 3 clusters Score -6595561 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6595674.500000 Penalty: 5288.956055
	Iteration 39Q: 3 clusters Score -6595674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6595840.500000 Penalty: 5288.956055
	Iteration 40F: 3 clusters Score -6595840 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -6596012.500000 Penalty: 5288.956055
	Iteration 41Q: 3 clusters Score -6596012 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -6596181.000000 Penalty: 5288.956055
	Iteration 42Q: 3 clusters Score -6596181 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -6596333.500000 Penalty: 5288.956055
	Iteration 43Q: 3 clusters Score -6596334 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -6596441.000000 Penalty: 5288.956055
	Iteration 44Q: 3 clusters Score -6596441 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -6596533.000000 Penalty: 5288.956055
	Iteration 45Q: 3 clusters Score -6596533 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -6596646.000000 Penalty: 5288.956055
	Iteration 46Q: 3 clusters Score -6596646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -6596706.000000 Penalty: 5288.956055
	Iteration 47Q: 3 clusters Score -6596706 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -6596781.000000 Penalty: 5288.956055
	Iteration 48Q: 3 clusters Score -6596781 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -6596846.000000 Penalty: 5288.956055
	Iteration 49Q: 3 clusters Score -6596846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -6596951.000000 Penalty: 5288.956055
	Iteration 50Q: 3 clusters Score -6596951 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -6596976.500000 Penalty: 5288.956055
	Iteration 51Q: 3 clusters Score -6596976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6597047.000000 Penalty: 5288.956055
	Iteration 52Q: 3 clusters Score -6597047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -6597094.500000 Penalty: 5288.956055
	Iteration 53Q: 3 clusters Score -6597094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -6597112.000000 Penalty: 5288.956055
	Iteration 54Q: 3 clusters Score -6597112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -6597157.500000 Penalty: 5288.956055
	Iteration 55Q: 3 clusters Score -6597158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -6597185.500000 Penalty: 5288.956055
	Iteration 56Q: 3 clusters Score -6597186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6597216.000000 Penalty: 5288.956055
	Iteration 57Q: 3 clusters Score -6597216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6597237.500000 Penalty: 5288.956055
	Iteration 58Q: 3 clusters Score -6597238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6597256.000000 Penalty: 5288.956055
	Iteration 59Q: 3 clusters Score -6597256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -6597285.500000 Penalty: 5288.956055
	Iteration 60F: 3 clusters Score -6597286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -6597317.500000 Penalty: 5288.956055
	Iteration 61Q: 3 clusters Score -6597318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6597357.000000 Penalty: 5288.956055
	Iteration 62Q: 3 clusters Score -6597357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6597389.000000 Penalty: 5288.956055
	Iteration 63Q: 3 clusters Score -6597389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -6597399.000000 Penalty: 5288.956055
	Iteration 64Q: 3 clusters Score -6597399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -6597409.500000 Penalty: 5288.956055
	Iteration 65Q: 3 clusters Score -6597410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -6597410.000000 Penalty: 5288.956055
	Iteration 66Q: 3 clusters Score -6597410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -6597413.000000 Penalty: 5288.956055
	Iteration 67Q: 3 clusters Score -6597413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -6597424.000000 Penalty: 5288.956055
	Iteration 68Q: 3 clusters Score -6597424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -6597428.500000 Penalty: 5288.956055
	Iteration 69Q: 3 clusters Score -6597428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -6597428.000000 Penalty: 5288.956055
	Iteration 70Q: 3 clusters Score -6597428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -6597435.500000 Penalty: 5288.956055
	Iteration 71Q: 3 clusters Score -6597436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -6597448.000000 Penalty: 5288.956055
	Iteration 72Q: 3 clusters Score -6597448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -6597446.500000 Penalty: 5288.956055
	Iteration 73Q: 3 clusters Score -6597446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -6597460.500000 Penalty: 5288.956055
	Iteration 74Q: 3 clusters Score -6597460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -6597451.000000 Penalty: 5288.956055
	Iteration 75Q: 3 clusters Score -6597451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6597456.500000 Penalty: 5288.956055
	Iteration 76Q: 3 clusters Score -6597456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -6597450.000000 Penalty: 5288.956055
	Iteration 77Q: 3 clusters Score -6597450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -6597462.000000 Penalty: 5288.956055
	Iteration 78Q: 3 clusters Score -6597462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -6597468.500000 Penalty: 5288.956055
	Iteration 79Q: 3 clusters Score -6597468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -6597466.000000 Penalty: 5288.956055
	Iteration 80F: 3 clusters Score -6597466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -6597470.500000 Penalty: 5288.956055
	Iteration 81Q: 3 clusters Score -6597470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6597472.500000 Penalty: 5288.956055
	Iteration 82Q: 3 clusters Score -6597472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -6597468.500000 Penalty: 5288.956055
	Iteration 83Q: 3 clusters Score -6597468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -6597469.500000 Penalty: 5288.956055
	Iteration 84Q: 3 clusters Score -6597470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -6597474.000000 Penalty: 5288.956055
	Iteration 85Q: 3 clusters Score -6597474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -6597479.000000 Penalty: 5288.956055
	Iteration 86Q: 3 clusters Score -6597479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -6597475.500000 Penalty: 5288.956055
	Iteration 87Q: 3 clusters Score -6597476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -6597476.500000 Penalty: 5288.956055
	Iteration 88Q: 3 clusters Score -6597476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -6597474.500000 Penalty: 5288.956055
	Iteration 89Q: 3 clusters Score -6597474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -6597474.500000 Penalty: 5288.956055
	Iteration 90Q: 3 clusters Score -6597474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -6597479.000000 Penalty: 5288.956055
	Iteration 91Q: 3 clusters Score -6597479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6597474.000000 Penalty: 5288.956055
	Iteration 92Q: 3 clusters Score -6597474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6597474.000000 Penalty: 5288.956055
	Iteration 93F: 3 clusters Score -6597474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Entering Unmasked Estep 
Score: -16888376.000000 Penalty: 2877.302246
	Iteration 0F: 2 clusters Score -1.688838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -16818056.000000 Penalty: 5754.604492
	Iteration 0F: 3 clusters Score -1.681806e+07 nChanged 51907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -16848890.000000 Penalty: 5754.604492
	Iteration 1F: 3 clusters Score -1.684889e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -16850656.000000 Penalty: 5754.604492
	Iteration 2Q: 3 clusters Score -1.685066e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -16853382.000000 Penalty: 5754.604492
	Iteration 3Q: 3 clusters Score -1.685338e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -16857612.000000 Penalty: 5754.604492
	Iteration 4F: 3 clusters Score -1.685761e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -16863670.000000 Penalty: 5754.604492
	Iteration 5F: 3 clusters Score -1.686367e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -16870822.000000 Penalty: 5754.604492
	Iteration 6F: 3 clusters Score -1.687082e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -16875328.000000 Penalty: 5754.604492
	Iteration 7F: 3 clusters Score -1.687533e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -16876844.000000 Penalty: 5754.604492
	Iteration 8Q: 3 clusters Score -1.687684e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -16877330.000000 Penalty: 5754.604492
	Iteration 9Q: 3 clusters Score -1.687733e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -16877634.000000 Penalty: 5754.604492
	Iteration 10Q: 3 clusters Score -1.687763e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -16877800.000000 Penalty: 5754.604492
	Iteration 11Q: 3 clusters Score -1.68778e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -16878052.000000 Penalty: 5754.604492
	Iteration 12Q: 3 clusters Score -1.687805e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -16878174.000000 Penalty: 5754.604492
	Iteration 13Q: 3 clusters Score -1.687817e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -16878368.000000 Penalty: 5754.604492
	Iteration 14Q: 3 clusters Score -1.687837e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -16878468.000000 Penalty: 5754.604492
	Iteration 15Q: 3 clusters Score -1.687847e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -16878574.000000 Penalty: 5754.604492
	Iteration 16Q: 3 clusters Score -1.687857e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -16878614.000000 Penalty: 5754.604492
	Iteration 17Q: 3 clusters Score -1.687861e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -16878624.000000 Penalty: 5754.604492
	Iteration 18Q: 3 clusters Score -1.687862e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -16878650.000000 Penalty: 5754.604492
	Iteration 19Q: 3 clusters Score -1.687865e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -16878660.000000 Penalty: 5754.604492
	Iteration 20F: 3 clusters Score -1.687866e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -16878576.000000 Penalty: 5754.604492
	Iteration 21Q: 3 clusters Score -1.687858e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -16878622.000000 Penalty: 5754.604492
	Iteration 22Q: 3 clusters Score -1.687862e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 5754.604492
	Iteration 23Q: 3 clusters Score -1.687869e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -16878712.000000 Penalty: 5754.604492
	Iteration 24Q: 3 clusters Score -1.687871e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -16878720.000000 Penalty: 5754.604492
	Iteration 25Q: 3 clusters Score -1.687872e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -16878728.000000 Penalty: 5754.604492
	Iteration 26Q: 3 clusters Score -1.687873e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -16878706.000000 Penalty: 5754.604492
	Iteration 27Q: 3 clusters Score -1.687871e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -16878650.000000 Penalty: 5754.604492
	Iteration 28Q: 3 clusters Score -1.687865e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -16878662.000000 Penalty: 5754.604492
	Iteration 29Q: 3 clusters Score -1.687866e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -16878652.000000 Penalty: 5754.604492
	Iteration 30Q: 3 clusters Score -1.687865e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 5754.604492
	Iteration 31Q: 3 clusters Score -1.687866e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -16878660.000000 Penalty: 5754.604492
	Iteration 32Q: 3 clusters Score -1.687866e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 5754.604492
	Iteration 33Q: 3 clusters Score -1.687869e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 5754.604492
	Iteration 34Q: 3 clusters Score -1.687868e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 5754.604492
	Iteration 35Q: 3 clusters Score -1.687869e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 5754.604492
	Iteration 36Q: 3 clusters Score -1.687866e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -16878676.000000 Penalty: 5754.604492
	Iteration 37Q: 3 clusters Score -1.687868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -16878654.000000 Penalty: 5754.604492
	Iteration 38Q: 3 clusters Score -1.687865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -16878672.000000 Penalty: 5754.604492
	Iteration 39Q: 3 clusters Score -1.687867e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -16878646.000000 Penalty: 5754.604492
	Iteration 40F: 3 clusters Score -1.687865e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -16878670.000000 Penalty: 5754.604492
	Iteration 41Q: 3 clusters Score -1.687867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 5754.604492
	Iteration 42Q: 3 clusters Score -1.687868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -16878690.000000 Penalty: 5754.604492
	Iteration 43Q: 3 clusters Score -1.687869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -16878694.000000 Penalty: 5754.604492
	Iteration 44Q: 3 clusters Score -1.687869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -16878706.000000 Penalty: 5754.604492
	Iteration 45Q: 3 clusters Score -1.687871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -16878696.000000 Penalty: 5754.604492
	Iteration 46Q: 3 clusters Score -1.68787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -16878704.000000 Penalty: 5754.604492
	Iteration 47Q: 3 clusters Score -1.68787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -16878724.000000 Penalty: 5754.604492
	Iteration 48Q: 3 clusters Score -1.687872e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -16878694.000000 Penalty: 5754.604492
	Iteration 49Q: 3 clusters Score -1.687869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -16878696.000000 Penalty: 5754.604492
	Iteration 50Q: 3 clusters Score -1.68787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -16878690.000000 Penalty: 5754.604492
	Iteration 51Q: 3 clusters Score -1.687869e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -16878700.000000 Penalty: 5754.604492
	Iteration 52Q: 3 clusters Score -1.68787e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -16878702.000000 Penalty: 5754.604492
	Iteration 53Q: 3 clusters Score -1.68787e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -16878690.000000 Penalty: 5754.604492
	Iteration 54Q: 3 clusters Score -1.687869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -16878708.000000 Penalty: 5754.604492
	Iteration 55Q: 3 clusters Score -1.687871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -16878712.000000 Penalty: 5754.604492
	Iteration 56Q: 3 clusters Score -1.687871e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -16878708.000000 Penalty: 5754.604492
	Iteration 57Q: 3 clusters Score -1.687871e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -16878696.000000 Penalty: 5754.604492
	Iteration 58Q: 3 clusters Score -1.68787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 5754.604492
	Iteration 59Q: 3 clusters Score -1.687868e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -16878704.000000 Penalty: 5754.604492
	Iteration 60F: 3 clusters Score -1.68787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -16878724.000000 Penalty: 5754.604492
	Iteration 61Q: 3 clusters Score -1.687872e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -16878714.000000 Penalty: 5754.604492
	Iteration 62Q: 3 clusters Score -1.687871e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -16878700.000000 Penalty: 5754.604492
	Iteration 63Q: 3 clusters Score -1.68787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -16878718.000000 Penalty: 5754.604492
	Iteration 64Q: 3 clusters Score -1.687872e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -16878714.000000 Penalty: 5754.604492
	Iteration 65Q: 3 clusters Score -1.687871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 5754.604492
	Iteration 66Q: 3 clusters Score -1.687869e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -16878712.000000 Penalty: 5754.604492
	Iteration 67Q: 3 clusters Score -1.687871e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -16878676.000000 Penalty: 5754.604492
	Iteration 68Q: 3 clusters Score -1.687868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -16878674.000000 Penalty: 5754.604492
	Iteration 69Q: 3 clusters Score -1.687867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -16878700.000000 Penalty: 5754.604492
	Iteration 70Q: 3 clusters Score -1.68787e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -16878694.000000 Penalty: 5754.604492
	Iteration 71Q: 3 clusters Score -1.687869e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -16878678.000000 Penalty: 5754.604492
	Iteration 72Q: 3 clusters Score -1.687868e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -16878678.000000 Penalty: 5754.604492
	Iteration 73Q: 3 clusters Score -1.687868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -16878670.000000 Penalty: 5754.604492
	Iteration 74Q: 3 clusters Score -1.687867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -16878668.000000 Penalty: 5754.604492
	Iteration 75Q: 3 clusters Score -1.687867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -16878650.000000 Penalty: 5754.604492
	Iteration 76Q: 3 clusters Score -1.687865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -16878636.000000 Penalty: 5754.604492
	Iteration 77Q: 3 clusters Score -1.687864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -16878644.000000 Penalty: 5754.604492
	Iteration 78Q: 3 clusters Score -1.687864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -16878646.000000 Penalty: 5754.604492
	Iteration 79Q: 3 clusters Score -1.687865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -16878652.000000 Penalty: 5754.604492
	Iteration 80F: 3 clusters Score -1.687865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -16878682.000000 Penalty: 5754.604492
	Iteration 81Q: 3 clusters Score -1.687868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -16878672.000000 Penalty: 5754.604492
	Iteration 82Q: 3 clusters Score -1.687867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 5754.604492
	Iteration 83Q: 3 clusters Score -1.687866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -16878660.000000 Penalty: 5754.604492
	Iteration 84Q: 3 clusters Score -1.687866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -16878656.000000 Penalty: 5754.604492
	Iteration 85Q: 3 clusters Score -1.687866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -16878642.000000 Penalty: 5754.604492
	Iteration 86Q: 3 clusters Score -1.687864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -16878624.000000 Penalty: 5754.604492
	Iteration 87Q: 3 clusters Score -1.687862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -16878624.000000 Penalty: 5754.604492
	Iteration 88Q: 3 clusters Score -1.687862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -16878636.000000 Penalty: 5754.604492
	Iteration 89Q: 3 clusters Score -1.687864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -16878614.000000 Penalty: 5754.604492
	Iteration 90Q: 3 clusters Score -1.687861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -16878616.000000 Penalty: 5754.604492
	Iteration 91Q: 3 clusters Score -1.687862e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -16878620.000000 Penalty: 5754.604492
	Iteration 92Q: 3 clusters Score -1.687862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -16878602.000000 Penalty: 5754.604492
	Iteration 93Q: 3 clusters Score -1.68786e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -16878606.000000 Penalty: 5754.604492
	Iteration 94Q: 3 clusters Score -1.687861e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -16878618.000000 Penalty: 5754.604492
	Iteration 95Q: 3 clusters Score -1.687862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -16878608.000000 Penalty: 5754.604492
	Iteration 96Q: 3 clusters Score -1.687861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -16878602.000000 Penalty: 5754.604492
	Iteration 97Q: 3 clusters Score -1.68786e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -16878622.000000 Penalty: 5754.604492
	Iteration 98Q: 3 clusters Score -1.687862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -16878618.000000 Penalty: 5754.604492
	Iteration 99Q: 3 clusters Score -1.687862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -16878618.000000 Penalty: 5754.604492
	Iteration 100F: 3 clusters Score -1.687862e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -16878614.000000 Penalty: 5754.604492
	Iteration 101Q: 3 clusters Score -1.687861e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -16878634.000000 Penalty: 5754.604492
	Iteration 102Q: 3 clusters Score -1.687863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -16878596.000000 Penalty: 5754.604492
	Iteration 103Q: 3 clusters Score -1.68786e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -16878606.000000 Penalty: 5754.604492
	Iteration 104Q: 3 clusters Score -1.687861e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -16878596.000000 Penalty: 5754.604492
	Iteration 105Q: 3 clusters Score -1.68786e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -16878588.000000 Penalty: 5754.604492
	Iteration 106Q: 3 clusters Score -1.687859e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -16878604.000000 Penalty: 5754.604492
	Iteration 107Q: 3 clusters Score -1.68786e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -16878602.000000 Penalty: 5754.604492
	Iteration 108Q: 3 clusters Score -1.68786e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -16878598.000000 Penalty: 5754.604492
	Iteration 109Q: 3 clusters Score -1.68786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -16878592.000000 Penalty: 5754.604492
	Iteration 110Q: 3 clusters Score -1.687859e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -16878602.000000 Penalty: 5754.604492
	Iteration 111Q: 3 clusters Score -1.68786e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -16878560.000000 Penalty: 5754.604492
	Iteration 112Q: 3 clusters Score -1.687856e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -16878544.000000 Penalty: 5754.604492
	Iteration 113Q: 3 clusters Score -1.687854e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -16878550.000000 Penalty: 5754.604492
	Iteration 114Q: 3 clusters Score -1.687855e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -16878520.000000 Penalty: 5754.604492
	Iteration 115Q: 3 clusters Score -1.687852e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -16878532.000000 Penalty: 5754.604492
	Iteration 116Q: 3 clusters Score -1.687853e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -16878512.000000 Penalty: 5754.604492
	Iteration 117Q: 3 clusters Score -1.687851e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -16878532.000000 Penalty: 5754.604492
	Iteration 118Q: 3 clusters Score -1.687853e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -16878550.000000 Penalty: 5754.604492
	Iteration 119Q: 3 clusters Score -1.687855e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -16878538.000000 Penalty: 5754.604492
	Iteration 120F: 3 clusters Score -1.687854e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -16878552.000000 Penalty: 5754.604492
	Iteration 121Q: 3 clusters Score -1.687855e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -16878546.000000 Penalty: 5754.604492
	Iteration 122Q: 3 clusters Score -1.687855e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -16878550.000000 Penalty: 5754.604492
	Iteration 123Q: 3 clusters Score -1.687855e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -16878554.000000 Penalty: 5754.604492
	Iteration 124Q: 3 clusters Score -1.687855e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -16878564.000000 Penalty: 5754.604492
	Iteration 125Q: 3 clusters Score -1.687856e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -16878540.000000 Penalty: 5754.604492
	Iteration 126Q: 3 clusters Score -1.687854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.687857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -16878564.000000 Penalty: 5754.604492
	Iteration 128Q: 3 clusters Score -1.687856e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -16878568.000000 Penalty: 5754.604492
	Iteration 129Q: 3 clusters Score -1.687857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.687855e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -16878562.000000 Penalty: 5754.604492
	Iteration 131Q: 3 clusters Score -1.687856e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -16878554.000000 Penalty: 5754.604492
	Iteration 132Q: 3 clusters Score -1.687855e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.687856e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -16878624.000000 Penalty: 5754.604492
	Iteration 134Q: 3 clusters Score -1.687862e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -16878618.000000 Penalty: 5754.604492
	Iteration 135Q: 3 clusters Score -1.687862e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.68786e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -16878632.000000 Penalty: 5754.604492
	Iteration 137Q: 3 clusters Score -1.687863e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -16878644.000000 Penalty: 5754.604492
	Iteration 138Q: 3 clusters Score -1.687864e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -16878630.000000 Penalty: 5754.604492
	Iteration 139Q: 3 clusters Score -1.687863e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 5754.604492
	Iteration 140F: 3 clusters Score -1.687866e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -16878658.000000 Penalty: 5754.604492
	Iteration 141Q: 3 clusters Score -1.687866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.687866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.687866e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -16878678.000000 Penalty: 5754.604492
	Iteration 144Q: 3 clusters Score -1.687868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 5754.604492
	Iteration 145Q: 3 clusters Score -1.687868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -16878670.000000 Penalty: 5754.604492
	Iteration 146Q: 3 clusters Score -1.687867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.687869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.687868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.687866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -16878642.000000 Penalty: 5754.604492
	Iteration 150Q: 3 clusters Score -1.687864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.687865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.687867e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.687865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.687864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.687864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -16878652.000000 Penalty: 5754.604492
	Iteration 156Q: 3 clusters Score -1.687865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -16878636.000000 Penalty: 5754.604492
	Iteration 157Q: 3 clusters Score -1.687864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.687865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -16878646.000000 Penalty: 5754.604492
	Iteration 159Q: 3 clusters Score -1.687865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -16878656.000000 Penalty: 5754.604492
	Iteration 160F: 3 clusters Score -1.687866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.687866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -16878672.000000 Penalty: 5754.604492
	Iteration 162Q: 3 clusters Score -1.687867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -16878654.000000 Penalty: 5754.604492
	Iteration 163Q: 3 clusters Score -1.687865e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.687864e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.687864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -16878638.000000 Penalty: 5754.604492
	Iteration 166Q: 3 clusters Score -1.687864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -16878648.000000 Penalty: 5754.604492
	Iteration 167Q: 3 clusters Score -1.687865e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.687864e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.687867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.687866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -16878670.000000 Penalty: 5754.604492
	Iteration 171Q: 3 clusters Score -1.687867e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.687869e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.687868e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -16878662.000000 Penalty: 5754.604492
	Iteration 174Q: 3 clusters Score -1.687866e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.687868e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.687867e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.687869e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.687867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -16878634.000000 Penalty: 5754.604492
	Iteration 179Q: 3 clusters Score -1.687863e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -16878648.000000 Penalty: 5754.604492
	Iteration 180F: 3 clusters Score -1.687865e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.687866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.687865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.687867e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.687864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.687865e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.687865e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.687867e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.687867e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.68787e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -16878722.000000 Penalty: 5754.604492
	Iteration 190Q: 3 clusters Score -1.687872e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -16878748.000000 Penalty: 5754.604492
	Iteration 191Q: 3 clusters Score -1.687875e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.687874e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -16878746.000000 Penalty: 5754.604492
	Iteration 193Q: 3 clusters Score -1.687875e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.687875e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.687875e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.687878e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.687879e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.68788e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.687878e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1.687878e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.687878e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.687878e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.687878e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.68788e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -16878842.000000 Penalty: 5754.604492
	Iteration 205Q: 3 clusters Score -1.687884e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -16878822.000000 Penalty: 5754.604492
	Iteration 206Q: 3 clusters Score -1.687882e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -16878868.000000 Penalty: 5754.604492
	Iteration 207Q: 3 clusters Score -1.687887e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -16878852.000000 Penalty: 5754.604492
	Iteration 208Q: 3 clusters Score -1.687885e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -16878862.000000 Penalty: 5754.604492
	Iteration 209Q: 3 clusters Score -1.687886e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -16878878.000000 Penalty: 5754.604492
	Iteration 210Q: 3 clusters Score -1.687888e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -16878922.000000 Penalty: 5754.604492
	Iteration 211Q: 3 clusters Score -1.687892e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -16878886.000000 Penalty: 5754.604492
	Iteration 212Q: 3 clusters Score -1.687889e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -16878890.000000 Penalty: 5754.604492
	Iteration 213Q: 3 clusters Score -1.687889e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -16878894.000000 Penalty: 5754.604492
	Iteration 214Q: 3 clusters Score -1.687889e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -16878890.000000 Penalty: 5754.604492
	Iteration 215Q: 3 clusters Score -1.687889e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -16878900.000000 Penalty: 5754.604492
	Iteration 216Q: 3 clusters Score -1.68789e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -16878896.000000 Penalty: 5754.604492
	Iteration 217Q: 3 clusters Score -1.68789e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -16878890.000000 Penalty: 5754.604492
	Iteration 218Q: 3 clusters Score -1.687889e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -16878876.000000 Penalty: 5754.604492
	Iteration 219Q: 3 clusters Score -1.687888e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -16878860.000000 Penalty: 5754.604492
	Iteration 220F: 3 clusters Score -1.687886e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -16878888.000000 Penalty: 5754.604492
	Iteration 221Q: 3 clusters Score -1.687889e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -16878876.000000 Penalty: 5754.604492
	Iteration 222Q: 3 clusters Score -1.687888e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -16878860.000000 Penalty: 5754.604492
	Iteration 223Q: 3 clusters Score -1.687886e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -16878874.000000 Penalty: 5754.604492
	Iteration 224Q: 3 clusters Score -1.687887e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -16878906.000000 Penalty: 5754.604492
	Iteration 225Q: 3 clusters Score -1.687891e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -16878924.000000 Penalty: 5754.604492
	Iteration 226Q: 3 clusters Score -1.687892e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -16878972.000000 Penalty: 5754.604492
	Iteration 227Q: 3 clusters Score -1.687897e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -16878944.000000 Penalty: 5754.604492
	Iteration 228Q: 3 clusters Score -1.687894e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -16878942.000000 Penalty: 5754.604492
	Iteration 229Q: 3 clusters Score -1.687894e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -16878980.000000 Penalty: 5754.604492
	Iteration 230Q: 3 clusters Score -1.687898e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -16878978.000000 Penalty: 5754.604492
	Iteration 231Q: 3 clusters Score -1.687898e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -16878978.000000 Penalty: 5754.604492
	Iteration 232Q: 3 clusters Score -1.687898e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -16878966.000000 Penalty: 5754.604492
	Iteration 233Q: 3 clusters Score -1.687897e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -16878940.000000 Penalty: 5754.604492
	Iteration 234Q: 3 clusters Score -1.687894e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -16878930.000000 Penalty: 5754.604492
	Iteration 235Q: 3 clusters Score -1.687893e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -16878966.000000 Penalty: 5754.604492
	Iteration 236Q: 3 clusters Score -1.687897e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -16878986.000000 Penalty: 5754.604492
	Iteration 237Q: 3 clusters Score -1.687899e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -16878992.000000 Penalty: 5754.604492
	Iteration 238Q: 3 clusters Score -1.687899e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -16878968.000000 Penalty: 5754.604492
	Iteration 239Q: 3 clusters Score -1.687897e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -16878984.000000 Penalty: 5754.604492
	Iteration 240F: 3 clusters Score -1.687898e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -16878962.000000 Penalty: 5754.604492
	Iteration 241Q: 3 clusters Score -1.687896e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -16878968.000000 Penalty: 5754.604492
	Iteration 242Q: 3 clusters Score -1.687897e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -16878958.000000 Penalty: 5754.604492
	Iteration 243Q: 3 clusters Score -1.687896e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -16878970.000000 Penalty: 5754.604492
	Iteration 244Q: 3 clusters Score -1.687897e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -16879002.000000 Penalty: 5754.604492
	Iteration 245Q: 3 clusters Score -1.6879e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -16878976.000000 Penalty: 5754.604492
	Iteration 246Q: 3 clusters Score -1.687898e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -16878984.000000 Penalty: 5754.604492
	Iteration 247Q: 3 clusters Score -1.687898e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -16879008.000000 Penalty: 5754.604492
	Iteration 248Q: 3 clusters Score -1.687901e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -16878992.000000 Penalty: 5754.604492
	Iteration 249Q: 3 clusters Score -1.687899e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -16879008.000000 Penalty: 5754.604492
	Iteration 250Q: 3 clusters Score -1.687901e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -16878996.000000 Penalty: 5754.604492
	Iteration 251Q: 3 clusters Score -1.6879e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -16879006.000000 Penalty: 5754.604492
	Iteration 252Q: 3 clusters Score -1.687901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -16879028.000000 Penalty: 5754.604492
	Iteration 253Q: 3 clusters Score -1.687903e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -16879024.000000 Penalty: 5754.604492
	Iteration 254Q: 3 clusters Score -1.687902e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -16879046.000000 Penalty: 5754.604492
	Iteration 255Q: 3 clusters Score -1.687905e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -16879056.000000 Penalty: 5754.604492
	Iteration 256Q: 3 clusters Score -1.687906e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -16879044.000000 Penalty: 5754.604492
	Iteration 257Q: 3 clusters Score -1.687904e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -16879072.000000 Penalty: 5754.604492
	Iteration 258Q: 3 clusters Score -1.687907e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -16879014.000000 Penalty: 5754.604492
	Iteration 259Q: 3 clusters Score -1.687901e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -16879012.000000 Penalty: 5754.604492
	Iteration 260F: 3 clusters Score -1.687901e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -16879040.000000 Penalty: 5754.604492
	Iteration 261Q: 3 clusters Score -1.687904e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -16879028.000000 Penalty: 5754.604492
	Iteration 262Q: 3 clusters Score -1.687903e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -16879028.000000 Penalty: 5754.604492
	Iteration 263Q: 3 clusters Score -1.687903e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -16879060.000000 Penalty: 5754.604492
	Iteration 264Q: 3 clusters Score -1.687906e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -16879082.000000 Penalty: 5754.604492
	Iteration 265Q: 3 clusters Score -1.687908e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -16879124.000000 Penalty: 5754.604492
	Iteration 266Q: 3 clusters Score -1.687912e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -16879142.000000 Penalty: 5754.604492
	Iteration 267Q: 3 clusters Score -1.687914e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -16879198.000000 Penalty: 5754.604492
	Iteration 268Q: 3 clusters Score -1.68792e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -16879208.000000 Penalty: 5754.604492
	Iteration 269Q: 3 clusters Score -1.687921e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -16879202.000000 Penalty: 5754.604492
	Iteration 270Q: 3 clusters Score -1.68792e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -16879194.000000 Penalty: 5754.604492
	Iteration 271Q: 3 clusters Score -1.687919e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -16879146.000000 Penalty: 5754.604492
	Iteration 272Q: 3 clusters Score -1.687915e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -16879170.000000 Penalty: 5754.604492
	Iteration 273Q: 3 clusters Score -1.687917e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -16879186.000000 Penalty: 5754.604492
	Iteration 274Q: 3 clusters Score -1.687919e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -16879188.000000 Penalty: 5754.604492
	Iteration 275Q: 3 clusters Score -1.687919e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -16879180.000000 Penalty: 5754.604492
	Iteration 276Q: 3 clusters Score -1.687918e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -16879202.000000 Penalty: 5754.604492
	Iteration 277Q: 3 clusters Score -1.68792e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -16879214.000000 Penalty: 5754.604492
	Iteration 278Q: 3 clusters Score -1.687921e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -16879222.000000 Penalty: 5754.604492
	Iteration 279Q: 3 clusters Score -1.687922e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -16879244.000000 Penalty: 5754.604492
	Iteration 280F: 3 clusters Score -1.687924e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -16879246.000000 Penalty: 5754.604492
	Iteration 281Q: 3 clusters Score -1.687925e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -16879296.000000 Penalty: 5754.604492
	Iteration 282Q: 3 clusters Score -1.68793e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -16879314.000000 Penalty: 5754.604492
	Iteration 283Q: 3 clusters Score -1.687931e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -16879370.000000 Penalty: 5754.604492
	Iteration 284Q: 3 clusters Score -1.687937e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -16879362.000000 Penalty: 5754.604492
	Iteration 285Q: 3 clusters Score -1.687936e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -16879334.000000 Penalty: 5754.604492
	Iteration 286Q: 3 clusters Score -1.687933e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -16879326.000000 Penalty: 5754.604492
	Iteration 287Q: 3 clusters Score -1.687933e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -16879348.000000 Penalty: 5754.604492
	Iteration 288Q: 3 clusters Score -1.687935e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -16879378.000000 Penalty: 5754.604492
	Iteration 289Q: 3 clusters Score -1.687938e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -16879404.000000 Penalty: 5754.604492
	Iteration 290Q: 3 clusters Score -1.68794e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -16879452.000000 Penalty: 5754.604492
	Iteration 291Q: 3 clusters Score -1.687945e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -16879508.000000 Penalty: 5754.604492
	Iteration 292Q: 3 clusters Score -1.687951e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -16879546.000000 Penalty: 5754.604492
	Iteration 293Q: 3 clusters Score -1.687955e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -16879504.000000 Penalty: 5754.604492
	Iteration 294Q: 3 clusters Score -1.68795e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -16879538.000000 Penalty: 5754.604492
	Iteration 295Q: 3 clusters Score -1.687954e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -16879550.000000 Penalty: 5754.604492
	Iteration 296Q: 3 clusters Score -1.687955e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -16879634.000000 Penalty: 5754.604492
	Iteration 297Q: 3 clusters Score -1.687963e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -16879650.000000 Penalty: 5754.604492
	Iteration 298Q: 3 clusters Score -1.687965e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -16879762.000000 Penalty: 5754.604492
	Iteration 299Q: 3 clusters Score -1.687976e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -16879780.000000 Penalty: 5754.604492
	Iteration 300F: 3 clusters Score -1.687978e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -16879812.000000 Penalty: 5754.604492
	Iteration 301Q: 3 clusters Score -1.687981e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -16879860.000000 Penalty: 5754.604492
	Iteration 302Q: 3 clusters Score -1.687986e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.687994e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1.688005e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1.688015e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.688022e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.688033e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1.688042e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.688055e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1.688068e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1.688085e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.688104e+07 nChanged 1090
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1.688129e+07 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -1.688151e+07 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.688168e+07 nChanged 1230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1.68819e+07 nChanged 1222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -1.688214e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -1.688234e+07 nChanged 1255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -1.688262e+07 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -1.688293e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -1.68833e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -1.688365e+07 nChanged 1212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -1.688399e+07 nChanged 1042
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -1.688428e+07 nChanged 1036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1.688455e+07 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -1.688477e+07 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -1.688497e+07 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -1.688515e+07 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -1.688534e+07 nChanged 548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -1.688547e+07 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -1.688559e+07 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -1.688566e+07 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -1.688572e+07 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -1.688577e+07 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -1.688588e+07 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -1.688589e+07 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -1.688594e+07 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -1.688598e+07 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -1.688602e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -1.688605e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -1.688606e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -1.688609e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -1.68861e+07 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -1.688612e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -1.688614e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -1.688619e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -1.688623e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -1.688629e+07 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -1.688631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -1.688632e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -1.688631e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -16886332.000000 Penalty: 5754.604492
	Iteration 352Q: 3 clusters Score -1.688633e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -1.688635e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -1.688637e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -1.688638e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -1.688637e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -1.688638e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -1.688636e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -1.688637e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -1.688636e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -1.688638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105756 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -1.688637e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -1.688638e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -1.688637e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -1.688639e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -1.688641e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -1.688641e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -1.688643e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -16886438.000000 Penalty: 5754.604492
	Iteration 369Q: 3 clusters Score -1.688644e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -1.688644e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16886454.000000 Penalty: 5754.604492
	Iteration 371Q: 3 clusters Score -1.688645e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -16886446.000000 Penalty: 5754.604492
	Iteration 372Q: 3 clusters Score -1.688645e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -1.688646e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -1.688645e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -1.688647e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -1.688644e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -1.688645e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -1.688643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -1.688644e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -1.688644e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -1.688645e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -1.688646e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -1.688645e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -1.688645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -1.688645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -1.688645e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -16886454.000000 Penalty: 5754.604492
	Iteration 387Q: 3 clusters Score -1.688645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -16886458.000000 Penalty: 5754.604492
	Iteration 388Q: 3 clusters Score -1.688646e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -16886460.000000 Penalty: 5754.604492
	Iteration 389Q: 3 clusters Score -1.688646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16886448.000000 Penalty: 5754.604492
	Iteration 390Q: 3 clusters Score -1.688645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -16886454.000000 Penalty: 5754.604492
	Iteration 391Q: 3 clusters Score -1.688645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -16886452.000000 Penalty: 5754.604492
	Iteration 392Q: 3 clusters Score -1.688645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16886464.000000 Penalty: 5754.604492
	Iteration 393Q: 3 clusters Score -1.688646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -16886470.000000 Penalty: 5754.604492
	Iteration 394Q: 3 clusters Score -1.688647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -16886468.000000 Penalty: 5754.604492
	Iteration 395Q: 3 clusters Score -1.688647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -16886464.000000 Penalty: 5754.604492
	Iteration 396Q: 3 clusters Score -1.688646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -16886462.000000 Penalty: 5754.604492
	Iteration 397Q: 3 clusters Score -1.688646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16886456.000000 Penalty: 5754.604492
	Iteration 398Q: 3 clusters Score -1.688646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -16886446.000000 Penalty: 5754.604492
	Iteration 399Q: 3 clusters Score -1.688645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -16886444.000000 Penalty: 5754.604492
	Iteration 400F: 3 clusters Score -1.688644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -16886434.000000 Penalty: 5754.604492
	Iteration 401Q: 3 clusters Score -1.688643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -16886450.000000 Penalty: 5754.604492
	Iteration 402Q: 3 clusters Score -1.688645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -16886454.000000 Penalty: 5754.604492
	Iteration 403Q: 3 clusters Score -1.688645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -16886454.000000 Penalty: 5754.604492
	Iteration 404Q: 3 clusters Score -1.688645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -16886450.000000 Penalty: 5754.604492
	Iteration 405Q: 3 clusters Score -1.688645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16886452.000000 Penalty: 5754.604492
	Iteration 406Q: 3 clusters Score -1.688645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16886452.000000 Penalty: 5754.604492
	Iteration 407F: 3 clusters Score -1.688645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Entering Unmasked Estep 
Score: -4370126.500000 Penalty: 2549.347412
	Iteration 0F: 2 clusters Score -4370126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4350128.500000 Penalty: 5098.694824
	Iteration 0F: 3 clusters Score -4350128 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4357640.500000 Penalty: 5098.694824
	Iteration 1F: 3 clusters Score -4357640 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4358327.500000 Penalty: 5098.694824
	Iteration 2F: 3 clusters Score -4358328 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4359016.500000 Penalty: 5098.694824
	Iteration 3F: 3 clusters Score -4359016 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4359783.500000 Penalty: 5098.694824
	Iteration 4F: 3 clusters Score -4359784 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4360606.500000 Penalty: 5098.694824
	Iteration 5F: 3 clusters Score -4360606 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4361526.500000 Penalty: 5098.694824
	Iteration 6F: 3 clusters Score -4361526 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4362492.000000 Penalty: 5098.694824
	Iteration 7F: 3 clusters Score -4362492 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4363443.000000 Penalty: 5098.694824
	Iteration 8F: 3 clusters Score -4363443 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4364322.000000 Penalty: 5098.694824
	Iteration 9Q: 3 clusters Score -4364322 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4365167.500000 Penalty: 5098.694824
	Iteration 10Q: 3 clusters Score -4365168 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4365903.000000 Penalty: 5098.694824
	Iteration 11Q: 3 clusters Score -4365903 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4366477.000000 Penalty: 5098.694824
	Iteration 12Q: 3 clusters Score -4366477 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4366942.000000 Penalty: 5098.694824
	Iteration 13Q: 3 clusters Score -4366942 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4367273.500000 Penalty: 5098.694824
	Iteration 14Q: 3 clusters Score -4367274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4367489.000000 Penalty: 5098.694824
	Iteration 15Q: 3 clusters Score -4367489 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4367609.000000 Penalty: 5098.694824
	Iteration 16Q: 3 clusters Score -4367609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4367707.000000 Penalty: 5098.694824
	Iteration 17Q: 3 clusters Score -4367707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4367776.000000 Penalty: 5098.694824
	Iteration 18Q: 3 clusters Score -4367776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4367817.500000 Penalty: 5098.694824
	Iteration 19Q: 3 clusters Score -4367818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4367839.500000 Penalty: 5098.694824
	Iteration 20F: 3 clusters Score -4367840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -4367855.000000 Penalty: 5098.694824
	Iteration 21Q: 3 clusters Score -4367855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4367860.000000 Penalty: 5098.694824
	Iteration 22Q: 3 clusters Score -4367860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4367871.500000 Penalty: 5098.694824
	Iteration 23Q: 3 clusters Score -4367872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4367874.500000 Penalty: 5098.694824
	Iteration 24Q: 3 clusters Score -4367874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4367878.500000 Penalty: 5098.694824
	Iteration 25Q: 3 clusters Score -4367878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4367880.500000 Penalty: 5098.694824
	Iteration 26Q: 3 clusters Score -4367880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4367880.500000 Penalty: 5098.694824
	Iteration 27Q: 3 clusters Score -4367880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4367881.000000 Penalty: 5098.694824
	Iteration 28Q: 3 clusters Score -4367881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4367886.500000 Penalty: 5098.694824
	Iteration 29Q: 3 clusters Score -4367886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4367891.000000 Penalty: 5098.694824
	Iteration 30Q: 3 clusters Score -4367891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4367895.500000 Penalty: 5098.694824
	Iteration 31Q: 3 clusters Score -4367896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4367897.500000 Penalty: 5098.694824
	Iteration 32Q: 3 clusters Score -4367898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4367903.500000 Penalty: 5098.694824
	Iteration 33Q: 3 clusters Score -4367904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4367903.000000 Penalty: 5098.694824
	Iteration 34Q: 3 clusters Score -4367903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4367903.500000 Penalty: 5098.694824
	Iteration 35Q: 3 clusters Score -4367904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4367903.500000 Penalty: 5098.694824
	Iteration 36Q: 3 clusters Score -4367904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4367904.500000 Penalty: 5098.694824
	Iteration 37Q: 3 clusters Score -4367904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4367905.500000 Penalty: 5098.694824
	Iteration 38Q: 3 clusters Score -4367906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4367907.000000 Penalty: 5098.694824
	Iteration 39Q: 3 clusters Score -4367907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4367907.000000 Penalty: 5098.694824
	Iteration 40F: 3 clusters Score -4367907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -782133.937500 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -782133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -777450.250000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -777450.2 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -778709.687500 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -778709.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -779148.500000 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -779148.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -779568.500000 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -779568.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -779872.812500 Penalty: 4254.083984
	Iteration 4F: 3 clusters Score -779872.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -780104.875000 Penalty: 4254.083984
	Iteration 5F: 3 clusters Score -780104.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -780318.312500 Penalty: 4254.083984
	Iteration 6F: 3 clusters Score -780318.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -780461.687500 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -780461.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -780563.062500 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -780563.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -780633.937500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -780633.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -780677.000000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -780677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -780706.687500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -780706.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -780723.562500 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -780723.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -780741.812500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -780741.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -780753.625000 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -780753.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -780762.812500 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -780762.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -780774.062500 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -780774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -780784.312500 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -780784.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -780791.062500 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -780791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -780790.562500 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -780790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -780792.187500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -780792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -780793.437500 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -780793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -780795.375000 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -780795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -780798.437500 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -780798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -780800.312500 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -780800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -780803.937500 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -780803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -780803.250000 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -780803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -780804.312500 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -780804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -780804.562500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -780804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -780805.875000 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -780805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -780807.375000 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -780807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -780809.062500 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -780809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -780812.937500 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -780812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -780816.062500 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -780816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -780818.187500 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -780818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -780818.312500 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -780818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -780817.625000 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -780817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -780817.437500 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -780817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -780817.437500 Penalty: 4254.083984
	Iteration 38F: 3 clusters Score -780817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Entering Unmasked Estep 
Score: -14966192.000000 Penalty: 2847.817871
	Iteration 0F: 2 clusters Score -1.496619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -14902905.000000 Penalty: 5695.635742
	Iteration 0F: 3 clusters Score -1.49029e+07 nChanged 45869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -14929102.000000 Penalty: 5695.635742
	Iteration 1F: 3 clusters Score -1.49291e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -14929871.000000 Penalty: 5695.635742
	Iteration 2Q: 3 clusters Score -1.492987e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -14930549.000000 Penalty: 5695.635742
	Iteration 3Q: 3 clusters Score -1.493055e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -14931217.000000 Penalty: 5695.635742
	Iteration 4Q: 3 clusters Score -1.493122e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -14931955.000000 Penalty: 5695.635742
	Iteration 5Q: 3 clusters Score -1.493196e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -14933104.000000 Penalty: 5695.635742
	Iteration 6Q: 3 clusters Score -1.49331e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -14934402.000000 Penalty: 5695.635742
	Iteration 7Q: 3 clusters Score -1.49344e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -14936504.000000 Penalty: 5695.635742
	Iteration 8Q: 3 clusters Score -1.49365e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -14939564.000000 Penalty: 5695.635742
	Iteration 9F: 3 clusters Score -1.493956e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -14943631.000000 Penalty: 5695.635742
	Iteration 10F: 3 clusters Score -1.494363e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -14948457.000000 Penalty: 5695.635742
	Iteration 11F: 3 clusters Score -1.494846e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -14953419.000000 Penalty: 5695.635742
	Iteration 12F: 3 clusters Score -1.495342e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -14957441.000000 Penalty: 5695.635742
	Iteration 13Q: 3 clusters Score -1.495744e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -14959841.000000 Penalty: 5695.635742
	Iteration 14Q: 3 clusters Score -1.495984e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -14961357.000000 Penalty: 5695.635742
	Iteration 15Q: 3 clusters Score -1.496136e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -14962324.000000 Penalty: 5695.635742
	Iteration 16Q: 3 clusters Score -1.496232e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -14962791.000000 Penalty: 5695.635742
	Iteration 17Q: 3 clusters Score -1.496279e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -14963337.000000 Penalty: 5695.635742
	Iteration 18Q: 3 clusters Score -1.496334e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -14963670.000000 Penalty: 5695.635742
	Iteration 19Q: 3 clusters Score -1.496367e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -14963876.000000 Penalty: 5695.635742
	Iteration 20F: 3 clusters Score -1.496388e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -14964049.000000 Penalty: 5695.635742
	Iteration 21Q: 3 clusters Score -1.496405e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -14964199.000000 Penalty: 5695.635742
	Iteration 22Q: 3 clusters Score -1.49642e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -14964371.000000 Penalty: 5695.635742
	Iteration 23Q: 3 clusters Score -1.496437e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -14964453.000000 Penalty: 5695.635742
	Iteration 24Q: 3 clusters Score -1.496445e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -14964552.000000 Penalty: 5695.635742
	Iteration 25Q: 3 clusters Score -1.496455e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -14964613.000000 Penalty: 5695.635742
	Iteration 26Q: 3 clusters Score -1.496461e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14964660.000000 Penalty: 5695.635742
	Iteration 27Q: 3 clusters Score -1.496466e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -14964659.000000 Penalty: 5695.635742
	Iteration 28Q: 3 clusters Score -1.496466e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -14964693.000000 Penalty: 5695.635742
	Iteration 29Q: 3 clusters Score -1.496469e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14964703.000000 Penalty: 5695.635742
	Iteration 30Q: 3 clusters Score -1.49647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14964686.000000 Penalty: 5695.635742
	Iteration 31Q: 3 clusters Score -1.496469e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -14964677.000000 Penalty: 5695.635742
	Iteration 32Q: 3 clusters Score -1.496468e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -14964680.000000 Penalty: 5695.635742
	Iteration 33Q: 3 clusters Score -1.496468e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -14964678.000000 Penalty: 5695.635742
	Iteration 34Q: 3 clusters Score -1.496468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14964703.000000 Penalty: 5695.635742
	Iteration 35Q: 3 clusters Score -1.49647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -14964698.000000 Penalty: 5695.635742
	Iteration 36Q: 3 clusters Score -1.49647e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -14964695.000000 Penalty: 5695.635742
	Iteration 37Q: 3 clusters Score -1.49647e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14964729.000000 Penalty: 5695.635742
	Iteration 38Q: 3 clusters Score -1.496473e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -14964758.000000 Penalty: 5695.635742
	Iteration 39Q: 3 clusters Score -1.496476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -14964751.000000 Penalty: 5695.635742
	Iteration 40F: 3 clusters Score -1.496475e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14964774.000000 Penalty: 5695.635742
	Iteration 41Q: 3 clusters Score -1.496477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -14964766.000000 Penalty: 5695.635742
	Iteration 42Q: 3 clusters Score -1.496477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14964767.000000 Penalty: 5695.635742
	Iteration 43Q: 3 clusters Score -1.496477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -14964771.000000 Penalty: 5695.635742
	Iteration 44Q: 3 clusters Score -1.496477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14964761.000000 Penalty: 5695.635742
	Iteration 45Q: 3 clusters Score -1.496476e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14964783.000000 Penalty: 5695.635742
	Iteration 46Q: 3 clusters Score -1.496478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14964791.000000 Penalty: 5695.635742
	Iteration 47Q: 3 clusters Score -1.496479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14964793.000000 Penalty: 5695.635742
	Iteration 48Q: 3 clusters Score -1.496479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -14964810.000000 Penalty: 5695.635742
	Iteration 49Q: 3 clusters Score -1.496481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14964805.000000 Penalty: 5695.635742
	Iteration 50Q: 3 clusters Score -1.49648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -14964807.000000 Penalty: 5695.635742
	Iteration 51Q: 3 clusters Score -1.496481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14964802.000000 Penalty: 5695.635742
	Iteration 52Q: 3 clusters Score -1.49648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14964800.000000 Penalty: 5695.635742
	Iteration 53Q: 3 clusters Score -1.49648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -14964789.000000 Penalty: 5695.635742
	Iteration 54Q: 3 clusters Score -1.496479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14964796.000000 Penalty: 5695.635742
	Iteration 55Q: 3 clusters Score -1.49648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14964790.000000 Penalty: 5695.635742
	Iteration 56Q: 3 clusters Score -1.496479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14964787.000000 Penalty: 5695.635742
	Iteration 57Q: 3 clusters Score -1.496479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -14964777.000000 Penalty: 5695.635742
	Iteration 58Q: 3 clusters Score -1.496478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14964780.000000 Penalty: 5695.635742
	Iteration 59Q: 3 clusters Score -1.496478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14964776.000000 Penalty: 5695.635742
	Iteration 60F: 3 clusters Score -1.496478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14964778.000000 Penalty: 5695.635742
	Iteration 61Q: 3 clusters Score -1.496478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14964782.000000 Penalty: 5695.635742
	Iteration 62Q: 3 clusters Score -1.496478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14964783.000000 Penalty: 5695.635742
	Iteration 63Q: 3 clusters Score -1.496478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14964775.000000 Penalty: 5695.635742
	Iteration 64Q: 3 clusters Score -1.496478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14964786.000000 Penalty: 5695.635742
	Iteration 65Q: 3 clusters Score -1.496479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14964797.000000 Penalty: 5695.635742
	Iteration 66Q: 3 clusters Score -1.49648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14964791.000000 Penalty: 5695.635742
	Iteration 67Q: 3 clusters Score -1.496479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -14964789.000000 Penalty: 5695.635742
	Iteration 68Q: 3 clusters Score -1.496479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14964793.000000 Penalty: 5695.635742
	Iteration 69Q: 3 clusters Score -1.496479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14964795.000000 Penalty: 5695.635742
	Iteration 70Q: 3 clusters Score -1.49648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -14964800.000000 Penalty: 5695.635742
	Iteration 71Q: 3 clusters Score -1.49648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14964779.000000 Penalty: 5695.635742
	Iteration 72Q: 3 clusters Score -1.496478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14964791.000000 Penalty: 5695.635742
	Iteration 73Q: 3 clusters Score -1.496479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14964776.000000 Penalty: 5695.635742
	Iteration 74Q: 3 clusters Score -1.496478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14964797.000000 Penalty: 5695.635742
	Iteration 75Q: 3 clusters Score -1.49648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14964799.000000 Penalty: 5695.635742
	Iteration 76Q: 3 clusters Score -1.49648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14964794.000000 Penalty: 5695.635742
	Iteration 77Q: 3 clusters Score -1.496479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14964786.000000 Penalty: 5695.635742
	Iteration 78Q: 3 clusters Score -1.496479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14964788.000000 Penalty: 5695.635742
	Iteration 79Q: 3 clusters Score -1.496479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14964793.000000 Penalty: 5695.635742
	Iteration 80F: 3 clusters Score -1.496479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14964790.000000 Penalty: 5695.635742
	Iteration 81Q: 3 clusters Score -1.496479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -14964790.000000 Penalty: 5695.635742
	Iteration 82Q: 3 clusters Score -1.496479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -14964786.000000 Penalty: 5695.635742
	Iteration 83Q: 3 clusters Score -1.496479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -14964782.000000 Penalty: 5695.635742
	Iteration 84Q: 3 clusters Score -1.496478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14964794.000000 Penalty: 5695.635742
	Iteration 85Q: 3 clusters Score -1.496479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14964799.000000 Penalty: 5695.635742
	Iteration 86Q: 3 clusters Score -1.49648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14964774.000000 Penalty: 5695.635742
	Iteration 87Q: 3 clusters Score -1.496477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -14964791.000000 Penalty: 5695.635742
	Iteration 88Q: 3 clusters Score -1.496479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14964790.000000 Penalty: 5695.635742
	Iteration 89Q: 3 clusters Score -1.496479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -14964791.000000 Penalty: 5695.635742
	Iteration 90Q: 3 clusters Score -1.496479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14964798.000000 Penalty: 5695.635742
	Iteration 91Q: 3 clusters Score -1.49648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -14964805.000000 Penalty: 5695.635742
	Iteration 92Q: 3 clusters Score -1.49648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -14964806.000000 Penalty: 5695.635742
	Iteration 93Q: 3 clusters Score -1.496481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14964820.000000 Penalty: 5695.635742
	Iteration 94Q: 3 clusters Score -1.496482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -14964817.000000 Penalty: 5695.635742
	Iteration 95Q: 3 clusters Score -1.496482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14964818.000000 Penalty: 5695.635742
	Iteration 96Q: 3 clusters Score -1.496482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14964819.000000 Penalty: 5695.635742
	Iteration 97Q: 3 clusters Score -1.496482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14964813.000000 Penalty: 5695.635742
	Iteration 98Q: 3 clusters Score -1.496481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14964814.000000 Penalty: 5695.635742
	Iteration 99Q: 3 clusters Score -1.496481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14964814.000000 Penalty: 5695.635742
	Iteration 100F: 3 clusters Score -1.496481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38944.992188 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38944.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39421.734375 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39421.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39789.671875 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39789.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40030.492188 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -40030.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40129.656250 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -40129.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40188.527344 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -40188.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40205.339844 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -40205.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40207.058594 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -40207.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40207.058594 Penalty: 2886.761230
	Iteration 8F: 3 clusters Score -40207.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 145 members 
Entering Unmasked Estep 
Score: -137794192.000000 Penalty: 88517.062500
Splitting cluster 16 changes total score from -137796032.000000 to -137794192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (57879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Entering Unmasked Estep 
Score: -9024098.000000 Penalty: 2719.595215
	Iteration 0F: 2 clusters Score -9024098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8985181.000000 Penalty: 5439.190430
	Iteration 0F: 3 clusters Score -8985181 nChanged 26750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -9000093.000000 Penalty: 5439.190430
	Iteration 1F: 3 clusters Score -9000093 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -9000654.000000 Penalty: 5439.190430
	Iteration 2Q: 3 clusters Score -9000654 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -9001186.000000 Penalty: 5439.190430
	Iteration 3Q: 3 clusters Score -9001186 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -9001675.000000 Penalty: 5439.190430
	Iteration 4Q: 3 clusters Score -9001675 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -9002096.000000 Penalty: 5439.190430
	Iteration 5Q: 3 clusters Score -9002096 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9002627.000000 Penalty: 5439.190430
	Iteration 6Q: 3 clusters Score -9002627 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -9003175.000000 Penalty: 5439.190430
	Iteration 7Q: 3 clusters Score -9003175 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -9003777.000000 Penalty: 5439.190430
	Iteration 8Q: 3 clusters Score -9003777 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -9004795.000000 Penalty: 5439.190430
	Iteration 9Q: 3 clusters Score -9004795 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -9006012.000000 Penalty: 5439.190430
	Iteration 10Q: 3 clusters Score -9006012 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -9007786.000000 Penalty: 5439.190430
	Iteration 11Q: 3 clusters Score -9007786 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -9010101.000000 Penalty: 5439.190430
	Iteration 12F: 3 clusters Score -9010101 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -9012317.000000 Penalty: 5439.190430
	Iteration 13F: 3 clusters Score -9012317 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9013581.000000 Penalty: 5439.190430
	Iteration 14Q: 3 clusters Score -9013581 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -9014322.000000 Penalty: 5439.190430
	Iteration 15Q: 3 clusters Score -9014322 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -9014783.000000 Penalty: 5439.190430
	Iteration 16Q: 3 clusters Score -9014783 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -9015158.000000 Penalty: 5439.190430
	Iteration 17Q: 3 clusters Score -9015158 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -9015531.000000 Penalty: 5439.190430
	Iteration 18Q: 3 clusters Score -9015531 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -9015845.000000 Penalty: 5439.190430
	Iteration 19Q: 3 clusters Score -9015845 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -9016143.000000 Penalty: 5439.190430
	Iteration 20F: 3 clusters Score -9016143 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -9016477.000000 Penalty: 5439.190430
	Iteration 21Q: 3 clusters Score -9016477 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9016842.000000 Penalty: 5439.190430
	Iteration 22Q: 3 clusters Score -9016842 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -9017145.000000 Penalty: 5439.190430
	Iteration 23Q: 3 clusters Score -9017145 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -9017377.000000 Penalty: 5439.190430
	Iteration 24Q: 3 clusters Score -9017377 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -9017629.000000 Penalty: 5439.190430
	Iteration 25Q: 3 clusters Score -9017629 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -9017822.000000 Penalty: 5439.190430
	Iteration 26Q: 3 clusters Score -9017822 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -9017997.000000 Penalty: 5439.190430
	Iteration 27Q: 3 clusters Score -9017997 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -9018107.000000 Penalty: 5439.190430
	Iteration 28Q: 3 clusters Score -9018107 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -9018231.000000 Penalty: 5439.190430
	Iteration 29Q: 3 clusters Score -9018231 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -9018375.000000 Penalty: 5439.190430
	Iteration 30Q: 3 clusters Score -9018375 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -9018506.000000 Penalty: 5439.190430
	Iteration 31Q: 3 clusters Score -9018506 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -9018611.000000 Penalty: 5439.190430
	Iteration 32Q: 3 clusters Score -9018611 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -9018722.000000 Penalty: 5439.190430
	Iteration 33Q: 3 clusters Score -9018722 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9018857.000000 Penalty: 5439.190430
	Iteration 34Q: 3 clusters Score -9018857 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -9018940.000000 Penalty: 5439.190430
	Iteration 35Q: 3 clusters Score -9018940 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9019072.000000 Penalty: 5439.190430
	Iteration 36Q: 3 clusters Score -9019072 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -9019174.000000 Penalty: 5439.190430
	Iteration 37Q: 3 clusters Score -9019174 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -9019309.000000 Penalty: 5439.190430
	Iteration 38Q: 3 clusters Score -9019309 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9019419.000000 Penalty: 5439.190430
	Iteration 39Q: 3 clusters Score -9019419 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9019540.000000 Penalty: 5439.190430
	Iteration 40F: 3 clusters Score -9019540 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -9019689.000000 Penalty: 5439.190430
	Iteration 41Q: 3 clusters Score -9019689 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -9019816.000000 Penalty: 5439.190430
	Iteration 42Q: 3 clusters Score -9019816 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -9019948.000000 Penalty: 5439.190430
	Iteration 43Q: 3 clusters Score -9019948 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -9020080.000000 Penalty: 5439.190430
	Iteration 44Q: 3 clusters Score -9020080 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -9020222.000000 Penalty: 5439.190430
	Iteration 45Q: 3 clusters Score -9020222 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -9020326.000000 Penalty: 5439.190430
	Iteration 46Q: 3 clusters Score -9020326 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -9020432.000000 Penalty: 5439.190430
	Iteration 47Q: 3 clusters Score -9020432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -9020536.000000 Penalty: 5439.190430
	Iteration 48Q: 3 clusters Score -9020536 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -9020641.000000 Penalty: 5439.190430
	Iteration 49Q: 3 clusters Score -9020641 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -9020718.000000 Penalty: 5439.190430
	Iteration 50Q: 3 clusters Score -9020718 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -9020839.000000 Penalty: 5439.190430
	Iteration 51Q: 3 clusters Score -9020839 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -9020932.000000 Penalty: 5439.190430
	Iteration 52Q: 3 clusters Score -9020932 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -9021055.000000 Penalty: 5439.190430
	Iteration 53Q: 3 clusters Score -9021055 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -9021119.000000 Penalty: 5439.190430
	Iteration 54Q: 3 clusters Score -9021119 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -9021188.000000 Penalty: 5439.190430
	Iteration 55Q: 3 clusters Score -9021188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -9021238.000000 Penalty: 5439.190430
	Iteration 56Q: 3 clusters Score -9021238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -9021277.000000 Penalty: 5439.190430
	Iteration 57Q: 3 clusters Score -9021277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -9021339.000000 Penalty: 5439.190430
	Iteration 58Q: 3 clusters Score -9021339 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -9021387.000000 Penalty: 5439.190430
	Iteration 59Q: 3 clusters Score -9021387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -9021429.000000 Penalty: 5439.190430
	Iteration 60F: 3 clusters Score -9021429 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -9021470.000000 Penalty: 5439.190430
	Iteration 61Q: 3 clusters Score -9021470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -9021491.000000 Penalty: 5439.190430
	Iteration 62Q: 3 clusters Score -9021491 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -9021546.000000 Penalty: 5439.190430
	Iteration 63Q: 3 clusters Score -9021546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -9021578.000000 Penalty: 5439.190430
	Iteration 64Q: 3 clusters Score -9021578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -9021618.000000 Penalty: 5439.190430
	Iteration 65Q: 3 clusters Score -9021618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -9021641.000000 Penalty: 5439.190430
	Iteration 66Q: 3 clusters Score -9021641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -9021659.000000 Penalty: 5439.190430
	Iteration 67Q: 3 clusters Score -9021659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -9021676.000000 Penalty: 5439.190430
	Iteration 68Q: 3 clusters Score -9021676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -9021697.000000 Penalty: 5439.190430
	Iteration 69Q: 3 clusters Score -9021697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -9021711.000000 Penalty: 5439.190430
	Iteration 70Q: 3 clusters Score -9021711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -9021716.000000 Penalty: 5439.190430
	Iteration 71Q: 3 clusters Score -9021716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -9021716.000000 Penalty: 5439.190430
	Iteration 72Q: 3 clusters Score -9021716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -9021726.000000 Penalty: 5439.190430
	Iteration 73Q: 3 clusters Score -9021726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -9021742.000000 Penalty: 5439.190430
	Iteration 74Q: 3 clusters Score -9021742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -9021737.000000 Penalty: 5439.190430
	Iteration 75Q: 3 clusters Score -9021737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -9021755.000000 Penalty: 5439.190430
	Iteration 76Q: 3 clusters Score -9021755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -9021757.000000 Penalty: 5439.190430
	Iteration 77Q: 3 clusters Score -9021757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -9021767.000000 Penalty: 5439.190430
	Iteration 78Q: 3 clusters Score -9021767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -9021774.000000 Penalty: 5439.190430
	Iteration 79Q: 3 clusters Score -9021774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -9021775.000000 Penalty: 5439.190430
	Iteration 80F: 3 clusters Score -9021775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -9021779.000000 Penalty: 5439.190430
	Iteration 81Q: 3 clusters Score -9021779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -9021789.000000 Penalty: 5439.190430
	Iteration 82Q: 3 clusters Score -9021789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -9021780.000000 Penalty: 5439.190430
	Iteration 83Q: 3 clusters Score -9021780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -9021789.000000 Penalty: 5439.190430
	Iteration 84Q: 3 clusters Score -9021789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -9021794.000000 Penalty: 5439.190430
	Iteration 85Q: 3 clusters Score -9021794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -9021797.000000 Penalty: 5439.190430
	Iteration 86Q: 3 clusters Score -9021797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -9021804.000000 Penalty: 5439.190430
	Iteration 87Q: 3 clusters Score -9021804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -9021817.000000 Penalty: 5439.190430
	Iteration 88Q: 3 clusters Score -9021817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -9021815.000000 Penalty: 5439.190430
	Iteration 89Q: 3 clusters Score -9021815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -9021814.000000 Penalty: 5439.190430
	Iteration 90Q: 3 clusters Score -9021814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -9021814.000000 Penalty: 5439.190430
	Iteration 91Q: 3 clusters Score -9021814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -9021821.000000 Penalty: 5439.190430
	Iteration 92Q: 3 clusters Score -9021821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -9021819.000000 Penalty: 5439.190430
	Iteration 93Q: 3 clusters Score -9021819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -9021823.000000 Penalty: 5439.190430
	Iteration 94Q: 3 clusters Score -9021823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -9021823.000000 Penalty: 5439.190430
	Iteration 95Q: 3 clusters Score -9021823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -9021827.000000 Penalty: 5439.190430
	Iteration 96Q: 3 clusters Score -9021827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -9021828.000000 Penalty: 5439.190430
	Iteration 97Q: 3 clusters Score -9021828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -9021835.000000 Penalty: 5439.190430
	Iteration 98Q: 3 clusters Score -9021835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -9021835.000000 Penalty: 5439.190430
	Iteration 99Q: 3 clusters Score -9021835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -9021834.000000 Penalty: 5439.190430
	Iteration 100F: 3 clusters Score -9021834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -9021836.000000 Penalty: 5439.190430
	Iteration 101Q: 3 clusters Score -9021836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -9021842.000000 Penalty: 5439.190430
	Iteration 102Q: 3 clusters Score -9021842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -9021835.000000 Penalty: 5439.190430
	Iteration 103Q: 3 clusters Score -9021835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -9021840.000000 Penalty: 5439.190430
	Iteration 104Q: 3 clusters Score -9021840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -9021840.000000 Penalty: 5439.190430
	Iteration 105F: 3 clusters Score -9021840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Entering Unmasked Estep 
Score: -6143872.500000 Penalty: 2633.520020
	Iteration 0F: 2 clusters Score -6143872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -6116160.000000 Penalty: 5267.040039
	Iteration 0F: 3 clusters Score -6116160 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6126649.500000 Penalty: 5267.040039
	Iteration 1F: 3 clusters Score -6126650 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -6127229.500000 Penalty: 5267.040039
	Iteration 2Q: 3 clusters Score -6127230 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -6127786.000000 Penalty: 5267.040039
	Iteration 3Q: 3 clusters Score -6127786 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -6128637.500000 Penalty: 5267.040039
	Iteration 4Q: 3 clusters Score -6128638 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -6129958.500000 Penalty: 5267.040039
	Iteration 5F: 3 clusters Score -6129958 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6131949.000000 Penalty: 5267.040039
	Iteration 6F: 3 clusters Score -6131949 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6134636.500000 Penalty: 5267.040039
	Iteration 7F: 3 clusters Score -6134636 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6137544.500000 Penalty: 5267.040039
	Iteration 8F: 3 clusters Score -6137544 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -6139591.000000 Penalty: 5267.040039
	Iteration 9F: 3 clusters Score -6139591 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -6140638.500000 Penalty: 5267.040039
	Iteration 10Q: 3 clusters Score -6140638 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -6141085.000000 Penalty: 5267.040039
	Iteration 11Q: 3 clusters Score -6141085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -6141306.500000 Penalty: 5267.040039
	Iteration 12Q: 3 clusters Score -6141306 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6141439.500000 Penalty: 5267.040039
	Iteration 13Q: 3 clusters Score -6141440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -6141542.000000 Penalty: 5267.040039
	Iteration 14Q: 3 clusters Score -6141542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -6141586.000000 Penalty: 5267.040039
	Iteration 15Q: 3 clusters Score -6141586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6141632.000000 Penalty: 5267.040039
	Iteration 16Q: 3 clusters Score -6141632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -6141656.500000 Penalty: 5267.040039
	Iteration 17Q: 3 clusters Score -6141656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6141674.000000 Penalty: 5267.040039
	Iteration 18Q: 3 clusters Score -6141674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6141688.500000 Penalty: 5267.040039
	Iteration 19Q: 3 clusters Score -6141688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -6141689.000000 Penalty: 5267.040039
	Iteration 20F: 3 clusters Score -6141689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -6141707.000000 Penalty: 5267.040039
	Iteration 21Q: 3 clusters Score -6141707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -6141711.500000 Penalty: 5267.040039
	Iteration 22Q: 3 clusters Score -6141712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -6141722.500000 Penalty: 5267.040039
	Iteration 23Q: 3 clusters Score -6141722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -6141731.500000 Penalty: 5267.040039
	Iteration 24Q: 3 clusters Score -6141732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -6141741.000000 Penalty: 5267.040039
	Iteration 25Q: 3 clusters Score -6141741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -6141745.000000 Penalty: 5267.040039
	Iteration 26Q: 3 clusters Score -6141745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6141752.500000 Penalty: 5267.040039
	Iteration 27Q: 3 clusters Score -6141752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6141758.000000 Penalty: 5267.040039
	Iteration 28Q: 3 clusters Score -6141758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -6141760.500000 Penalty: 5267.040039
	Iteration 29Q: 3 clusters Score -6141760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -6141757.000000 Penalty: 5267.040039
	Iteration 30Q: 3 clusters Score -6141757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -6141764.000000 Penalty: 5267.040039
	Iteration 31Q: 3 clusters Score -6141764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -6141764.000000 Penalty: 5267.040039
	Iteration 32F: 3 clusters Score -6141764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Entering Unmasked Estep 
Score: -16720871.000000 Penalty: 2875.999023
	Iteration 0F: 2 clusters Score -1.672087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -16650891.000000 Penalty: 5751.998047
	Iteration 0F: 3 clusters Score -1.665089e+07 nChanged 51385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -16680659.000000 Penalty: 5751.998047
	Iteration 1F: 3 clusters Score -1.668066e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -16682218.000000 Penalty: 5751.998047
	Iteration 2Q: 3 clusters Score -1.668222e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -16684490.000000 Penalty: 5751.998047
	Iteration 3Q: 3 clusters Score -1.668449e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -16688160.000000 Penalty: 5751.998047
	Iteration 4F: 3 clusters Score -1.668816e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -16693463.000000 Penalty: 5751.998047
	Iteration 5F: 3 clusters Score -1.669346e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -16700595.000000 Penalty: 5751.998047
	Iteration 6F: 3 clusters Score -1.67006e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -16707669.000000 Penalty: 5751.998047
	Iteration 7F: 3 clusters Score -1.670767e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -16712234.000000 Penalty: 5751.998047
	Iteration 8F: 3 clusters Score -1.671223e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -16713988.000000 Penalty: 5751.998047
	Iteration 9Q: 3 clusters Score -1.671399e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -16714570.000000 Penalty: 5751.998047
	Iteration 10Q: 3 clusters Score -1.671457e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -16714890.000000 Penalty: 5751.998047
	Iteration 11Q: 3 clusters Score -1.671489e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -16715286.000000 Penalty: 5751.998047
	Iteration 12Q: 3 clusters Score -1.671529e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -16715556.000000 Penalty: 5751.998047
	Iteration 13Q: 3 clusters Score -1.671556e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -16715841.000000 Penalty: 5751.998047
	Iteration 14Q: 3 clusters Score -1.671584e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -16716123.000000 Penalty: 5751.998047
	Iteration 15Q: 3 clusters Score -1.671612e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -16716328.000000 Penalty: 5751.998047
	Iteration 16Q: 3 clusters Score -1.671633e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -16716583.000000 Penalty: 5751.998047
	Iteration 17Q: 3 clusters Score -1.671658e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -16716690.000000 Penalty: 5751.998047
	Iteration 18Q: 3 clusters Score -1.671669e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -16716882.000000 Penalty: 5751.998047
	Iteration 19Q: 3 clusters Score -1.671688e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -16717024.000000 Penalty: 5751.998047
	Iteration 20F: 3 clusters Score -1.671702e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -16717090.000000 Penalty: 5751.998047
	Iteration 21Q: 3 clusters Score -1.671709e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -16717283.000000 Penalty: 5751.998047
	Iteration 22Q: 3 clusters Score -1.671728e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -16717414.000000 Penalty: 5751.998047
	Iteration 23Q: 3 clusters Score -1.671741e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -16717660.000000 Penalty: 5751.998047
	Iteration 24Q: 3 clusters Score -1.671766e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -16717834.000000 Penalty: 5751.998047
	Iteration 25Q: 3 clusters Score -1.671783e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -16717946.000000 Penalty: 5751.998047
	Iteration 26Q: 3 clusters Score -1.671795e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -16718170.000000 Penalty: 5751.998047
	Iteration 27Q: 3 clusters Score -1.671817e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -16718358.000000 Penalty: 5751.998047
	Iteration 28Q: 3 clusters Score -1.671836e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -16718483.000000 Penalty: 5751.998047
	Iteration 29Q: 3 clusters Score -1.671848e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -16718681.000000 Penalty: 5751.998047
	Iteration 30Q: 3 clusters Score -1.671868e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -16718798.000000 Penalty: 5751.998047
	Iteration 31Q: 3 clusters Score -1.67188e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -16718993.000000 Penalty: 5751.998047
	Iteration 32Q: 3 clusters Score -1.671899e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -16719171.000000 Penalty: 5751.998047
	Iteration 33Q: 3 clusters Score -1.671917e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -16719359.000000 Penalty: 5751.998047
	Iteration 34Q: 3 clusters Score -1.671936e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -16719575.000000 Penalty: 5751.998047
	Iteration 35Q: 3 clusters Score -1.671958e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -16719685.000000 Penalty: 5751.998047
	Iteration 36Q: 3 clusters Score -1.671968e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -16719749.000000 Penalty: 5751.998047
	Iteration 37Q: 3 clusters Score -1.671975e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -16719896.000000 Penalty: 5751.998047
	Iteration 38Q: 3 clusters Score -1.67199e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -16720054.000000 Penalty: 5751.998047
	Iteration 39Q: 3 clusters Score -1.672005e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -16720132.000000 Penalty: 5751.998047
	Iteration 40F: 3 clusters Score -1.672013e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -16720201.000000 Penalty: 5751.998047
	Iteration 41Q: 3 clusters Score -1.67202e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -16720227.000000 Penalty: 5751.998047
	Iteration 42Q: 3 clusters Score -1.672023e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -16720232.000000 Penalty: 5751.998047
	Iteration 43Q: 3 clusters Score -1.672023e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -16720206.000000 Penalty: 5751.998047
	Iteration 44Q: 3 clusters Score -1.672021e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -16720217.000000 Penalty: 5751.998047
	Iteration 45Q: 3 clusters Score -1.672022e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -16720245.000000 Penalty: 5751.998047
	Iteration 46Q: 3 clusters Score -1.672024e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -16720235.000000 Penalty: 5751.998047
	Iteration 47Q: 3 clusters Score -1.672024e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -16720283.000000 Penalty: 5751.998047
	Iteration 48Q: 3 clusters Score -1.672028e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -16720225.000000 Penalty: 5751.998047
	Iteration 49Q: 3 clusters Score -1.672022e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -16720189.000000 Penalty: 5751.998047
	Iteration 50Q: 3 clusters Score -1.672019e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -16720213.000000 Penalty: 5751.998047
	Iteration 51Q: 3 clusters Score -1.672021e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -16720148.000000 Penalty: 5751.998047
	Iteration 52Q: 3 clusters Score -1.672015e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -16720122.000000 Penalty: 5751.998047
	Iteration 53Q: 3 clusters Score -1.672012e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -16720060.000000 Penalty: 5751.998047
	Iteration 54Q: 3 clusters Score -1.672006e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -16720044.000000 Penalty: 5751.998047
	Iteration 55Q: 3 clusters Score -1.672004e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16719999.000000 Penalty: 5751.998047
	Iteration 56Q: 3 clusters Score -1.672e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16719957.000000 Penalty: 5751.998047
	Iteration 57Q: 3 clusters Score -1.671996e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -16719889.000000 Penalty: 5751.998047
	Iteration 58Q: 3 clusters Score -1.671989e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -16719893.000000 Penalty: 5751.998047
	Iteration 59Q: 3 clusters Score -1.671989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -16719853.000000 Penalty: 5751.998047
	Iteration 60F: 3 clusters Score -1.671985e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -16719803.000000 Penalty: 5751.998047
	Iteration 61Q: 3 clusters Score -1.67198e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -16719792.000000 Penalty: 5751.998047
	Iteration 62Q: 3 clusters Score -1.671979e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -16719769.000000 Penalty: 5751.998047
	Iteration 63Q: 3 clusters Score -1.671977e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -16719759.000000 Penalty: 5751.998047
	Iteration 64Q: 3 clusters Score -1.671976e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -16719742.000000 Penalty: 5751.998047
	Iteration 65Q: 3 clusters Score -1.671974e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -16719724.000000 Penalty: 5751.998047
	Iteration 66Q: 3 clusters Score -1.671972e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -16719697.000000 Penalty: 5751.998047
	Iteration 67Q: 3 clusters Score -1.67197e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -16719698.000000 Penalty: 5751.998047
	Iteration 68Q: 3 clusters Score -1.67197e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -16719649.000000 Penalty: 5751.998047
	Iteration 69Q: 3 clusters Score -1.671965e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -16719645.000000 Penalty: 5751.998047
	Iteration 70Q: 3 clusters Score -1.671964e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -16719642.000000 Penalty: 5751.998047
	Iteration 71Q: 3 clusters Score -1.671964e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -16719651.000000 Penalty: 5751.998047
	Iteration 72Q: 3 clusters Score -1.671965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -16719645.000000 Penalty: 5751.998047
	Iteration 73Q: 3 clusters Score -1.671964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -16719635.000000 Penalty: 5751.998047
	Iteration 74Q: 3 clusters Score -1.671964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16719628.000000 Penalty: 5751.998047
	Iteration 75Q: 3 clusters Score -1.671963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16719630.000000 Penalty: 5751.998047
	Iteration 76Q: 3 clusters Score -1.671963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16719649.000000 Penalty: 5751.998047
	Iteration 77Q: 3 clusters Score -1.671965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16719658.000000 Penalty: 5751.998047
	Iteration 78Q: 3 clusters Score -1.671966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16719649.000000 Penalty: 5751.998047
	Iteration 79Q: 3 clusters Score -1.671965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16719644.000000 Penalty: 5751.998047
	Iteration 80F: 3 clusters Score -1.671964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -16719645.000000 Penalty: 5751.998047
	Iteration 81Q: 3 clusters Score -1.671964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16719646.000000 Penalty: 5751.998047
	Iteration 82Q: 3 clusters Score -1.671965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -16719637.000000 Penalty: 5751.998047
	Iteration 83Q: 3 clusters Score -1.671964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -16719638.000000 Penalty: 5751.998047
	Iteration 84Q: 3 clusters Score -1.671964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -16719616.000000 Penalty: 5751.998047
	Iteration 85Q: 3 clusters Score -1.671962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -16719627.000000 Penalty: 5751.998047
	Iteration 86Q: 3 clusters Score -1.671963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16719618.000000 Penalty: 5751.998047
	Iteration 87Q: 3 clusters Score -1.671962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16719634.000000 Penalty: 5751.998047
	Iteration 88Q: 3 clusters Score -1.671963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16719625.000000 Penalty: 5751.998047
	Iteration 89Q: 3 clusters Score -1.671962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16719605.000000 Penalty: 5751.998047
	Iteration 90Q: 3 clusters Score -1.67196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16719574.000000 Penalty: 5751.998047
	Iteration 91Q: 3 clusters Score -1.671957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16719587.000000 Penalty: 5751.998047
	Iteration 92Q: 3 clusters Score -1.671959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -16719584.000000 Penalty: 5751.998047
	Iteration 93Q: 3 clusters Score -1.671958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16719576.000000 Penalty: 5751.998047
	Iteration 94Q: 3 clusters Score -1.671958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16719583.000000 Penalty: 5751.998047
	Iteration 95Q: 3 clusters Score -1.671958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16719573.000000 Penalty: 5751.998047
	Iteration 96Q: 3 clusters Score -1.671957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16719560.000000 Penalty: 5751.998047
	Iteration 97Q: 3 clusters Score -1.671956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16719560.000000 Penalty: 5751.998047
	Iteration 98Q: 3 clusters Score -1.671956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -16719550.000000 Penalty: 5751.998047
	Iteration 99Q: 3 clusters Score -1.671955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16719541.000000 Penalty: 5751.998047
	Iteration 100F: 3 clusters Score -1.671954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -16719548.000000 Penalty: 5751.998047
	Iteration 101Q: 3 clusters Score -1.671955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -16719536.000000 Penalty: 5751.998047
	Iteration 102Q: 3 clusters Score -1.671954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -16719539.000000 Penalty: 5751.998047
	Iteration 103Q: 3 clusters Score -1.671954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16719523.000000 Penalty: 5751.998047
	Iteration 104Q: 3 clusters Score -1.671952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16719518.000000 Penalty: 5751.998047
	Iteration 105Q: 3 clusters Score -1.671952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16719517.000000 Penalty: 5751.998047
	Iteration 106Q: 3 clusters Score -1.671952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16719513.000000 Penalty: 5751.998047
	Iteration 107Q: 3 clusters Score -1.671951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16719523.000000 Penalty: 5751.998047
	Iteration 108Q: 3 clusters Score -1.671952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16719516.000000 Penalty: 5751.998047
	Iteration 109Q: 3 clusters Score -1.671952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -16719504.000000 Penalty: 5751.998047
	Iteration 110Q: 3 clusters Score -1.67195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -16719515.000000 Penalty: 5751.998047
	Iteration 111Q: 3 clusters Score -1.671952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16719507.000000 Penalty: 5751.998047
	Iteration 112Q: 3 clusters Score -1.671951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16719496.000000 Penalty: 5751.998047
	Iteration 113Q: 3 clusters Score -1.67195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16719496.000000 Penalty: 5751.998047
	Iteration 114Q: 3 clusters Score -1.67195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16719497.000000 Penalty: 5751.998047
	Iteration 115Q: 3 clusters Score -1.67195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16719497.000000 Penalty: 5751.998047
	Iteration 116Q: 3 clusters Score -1.67195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16719505.000000 Penalty: 5751.998047
	Iteration 117Q: 3 clusters Score -1.67195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16719497.000000 Penalty: 5751.998047
	Iteration 118Q: 3 clusters Score -1.67195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16719485.000000 Penalty: 5751.998047
	Iteration 119Q: 3 clusters Score -1.671948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16719477.000000 Penalty: 5751.998047
	Iteration 120F: 3 clusters Score -1.671948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16719475.000000 Penalty: 5751.998047
	Iteration 121Q: 3 clusters Score -1.671948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16719468.000000 Penalty: 5751.998047
	Iteration 122Q: 3 clusters Score -1.671947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16719473.000000 Penalty: 5751.998047
	Iteration 123Q: 3 clusters Score -1.671947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16719472.000000 Penalty: 5751.998047
	Iteration 124Q: 3 clusters Score -1.671947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16719477.000000 Penalty: 5751.998047
	Iteration 125Q: 3 clusters Score -1.671948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16719477.000000 Penalty: 5751.998047
	Iteration 126F: 3 clusters Score -1.671948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Entering Unmasked Estep 
Score: -7782987.500000 Penalty: 2691.390381
	Iteration 0F: 2 clusters Score -7782988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -7748416.000000 Penalty: 5382.780762
	Iteration 0F: 3 clusters Score -7748416 nChanged 23627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -7761881.000000 Penalty: 5382.780762
	Iteration 1F: 3 clusters Score -7761881 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -7762781.000000 Penalty: 5382.780762
	Iteration 2Q: 3 clusters Score -7762781 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -7763901.500000 Penalty: 5382.780762
	Iteration 3F: 3 clusters Score -7763902 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -7765398.500000 Penalty: 5382.780762
	Iteration 4F: 3 clusters Score -7765398 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -7767174.000000 Penalty: 5382.780762
	Iteration 5F: 3 clusters Score -7767174 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7768990.000000 Penalty: 5382.780762
	Iteration 6F: 3 clusters Score -7768990 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7770605.000000 Penalty: 5382.780762
	Iteration 7F: 3 clusters Score -7770605 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7772117.000000 Penalty: 5382.780762
	Iteration 8F: 3 clusters Score -7772117 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -7773386.000000 Penalty: 5382.780762
	Iteration 9Q: 3 clusters Score -7773386 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -7774683.000000 Penalty: 5382.780762
	Iteration 10Q: 3 clusters Score -7774683 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -7776033.000000 Penalty: 5382.780762
	Iteration 11Q: 3 clusters Score -7776033 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -7777382.000000 Penalty: 5382.780762
	Iteration 12Q: 3 clusters Score -7777382 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -7778571.000000 Penalty: 5382.780762
	Iteration 13Q: 3 clusters Score -7778571 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -7779296.500000 Penalty: 5382.780762
	Iteration 14Q: 3 clusters Score -7779296 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -7779837.500000 Penalty: 5382.780762
	Iteration 15Q: 3 clusters Score -7779838 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -7780141.000000 Penalty: 5382.780762
	Iteration 16Q: 3 clusters Score -7780141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -7780316.000000 Penalty: 5382.780762
	Iteration 17Q: 3 clusters Score -7780316 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -7780436.500000 Penalty: 5382.780762
	Iteration 18Q: 3 clusters Score -7780436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -7780504.500000 Penalty: 5382.780762
	Iteration 19Q: 3 clusters Score -7780504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7780559.500000 Penalty: 5382.780762
	Iteration 20F: 3 clusters Score -7780560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -7780603.000000 Penalty: 5382.780762
	Iteration 21Q: 3 clusters Score -7780603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7780621.000000 Penalty: 5382.780762
	Iteration 22Q: 3 clusters Score -7780621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -7780651.000000 Penalty: 5382.780762
	Iteration 23Q: 3 clusters Score -7780651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7780661.500000 Penalty: 5382.780762
	Iteration 24Q: 3 clusters Score -7780662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -7780680.500000 Penalty: 5382.780762
	Iteration 25Q: 3 clusters Score -7780680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -7780690.000000 Penalty: 5382.780762
	Iteration 26Q: 3 clusters Score -7780690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -7780719.500000 Penalty: 5382.780762
	Iteration 27Q: 3 clusters Score -7780720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -7780719.500000 Penalty: 5382.780762
	Iteration 28Q: 3 clusters Score -7780720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -7780724.500000 Penalty: 5382.780762
	Iteration 29Q: 3 clusters Score -7780724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -7780739.000000 Penalty: 5382.780762
	Iteration 30Q: 3 clusters Score -7780739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7780746.500000 Penalty: 5382.780762
	Iteration 31Q: 3 clusters Score -7780746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -7780748.000000 Penalty: 5382.780762
	Iteration 32Q: 3 clusters Score -7780748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -7780753.500000 Penalty: 5382.780762
	Iteration 33Q: 3 clusters Score -7780754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7780760.000000 Penalty: 5382.780762
	Iteration 34Q: 3 clusters Score -7780760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7780763.500000 Penalty: 5382.780762
	Iteration 35Q: 3 clusters Score -7780764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -7780762.500000 Penalty: 5382.780762
	Iteration 36Q: 3 clusters Score -7780762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -7780760.500000 Penalty: 5382.780762
	Iteration 37Q: 3 clusters Score -7780760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -7780772.000000 Penalty: 5382.780762
	Iteration 38Q: 3 clusters Score -7780772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -7780772.000000 Penalty: 5382.780762
	Iteration 39Q: 3 clusters Score -7780772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -7780776.000000 Penalty: 5382.780762
	Iteration 40F: 3 clusters Score -7780776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -7780775.000000 Penalty: 5382.780762
	Iteration 41Q: 3 clusters Score -7780775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -7780782.500000 Penalty: 5382.780762
	Iteration 42Q: 3 clusters Score -7780782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7780790.500000 Penalty: 5382.780762
	Iteration 43Q: 3 clusters Score -7780790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -7780793.000000 Penalty: 5382.780762
	Iteration 44Q: 3 clusters Score -7780793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -7780800.500000 Penalty: 5382.780762
	Iteration 45Q: 3 clusters Score -7780800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -7780803.000000 Penalty: 5382.780762
	Iteration 46Q: 3 clusters Score -7780803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -7780800.500000 Penalty: 5382.780762
	Iteration 47Q: 3 clusters Score -7780800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -7780800.500000 Penalty: 5382.780762
	Iteration 48F: 3 clusters Score -7780800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133839.984375 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133840 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134177.500000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134177.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134341.859375 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134480.734375 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134480.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134572.125000 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -134572.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134643.046875 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -134643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134751.265625 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -134751.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134866.234375 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -134866.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -134942.234375 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -134942.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -135058.343750 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135058.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -135186.296875 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135186.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -135306.625000 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -135401.484375 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -135498.234375 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135498.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135619.218750 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -135619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135734.656250 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -135734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -135827.843750 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -135827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -135852.093750 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -135852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -135864.078125 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -135864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135866.296875 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -135866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -135876.125000 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -135876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -135887.765625 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -135887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -135887.765625 Penalty: 3416.731934
	Iteration 22F: 3 clusters Score -135887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 405 members 
Entering Unmasked Estep 
Score: -137794624.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137796032.000000 to -137794624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -827052.375000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -827052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -822118.562500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -822118.6 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -823434.812500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -823434.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -823749.562500 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -823749.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -823995.187500 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -823995.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -824253.312500 Penalty: 4282.859863
	Iteration 4F: 3 clusters Score -824253.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -824560.187500 Penalty: 4282.859863
	Iteration 5F: 3 clusters Score -824560.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -824897.500000 Penalty: 4282.859863
	Iteration 6F: 3 clusters Score -824897.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -825202.062500 Penalty: 4282.859863
	Iteration 7F: 3 clusters Score -825202.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -825443.312500 Penalty: 4282.859863
	Iteration 8F: 3 clusters Score -825443.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -825608.687500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -825608.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -825723.125000 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -825723.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -825818.250000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -825818.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -825885.750000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -825885.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -825941.437500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -825941.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -825997.750000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -825997.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -826035.000000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -826035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -826063.625000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -826063.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -826079.625000 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -826079.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -826085.250000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -826085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -826089.875000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -826089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -826094.312500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -826094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -826097.000000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -826097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -826100.625000 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -826100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -826100.562500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -826100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -826104.500000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -826104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -826104.812500 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -826104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -826107.437500 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -826107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -826110.812500 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -826110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -826113.937500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -826113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -826116.437500 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -826116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -826116.625000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -826116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -826117.562500 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -826117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -826120.625000 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -826120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -826122.312500 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -826122.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -826121.625000 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -826121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -826124.375000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -826124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -826123.437500 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -826123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -826125.437500 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -826125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -826124.687500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -826124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -826124.750000 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -826124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -826124.187500 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -826124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -826125.937500 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -826125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -826125.937500 Penalty: 4282.859863
	Iteration 42F: 3 clusters Score -826125.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Entering Unmasked Estep 
Score: -15245043.000000 Penalty: 2852.660400
	Iteration 0F: 2 clusters Score -1.524504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -15181645.000000 Penalty: 5705.320801
	Iteration 0F: 3 clusters Score -1.518164e+07 nChanged 46722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -15208410.000000 Penalty: 5705.320801
	Iteration 1F: 3 clusters Score -1.520841e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -15209305.000000 Penalty: 5705.320801
	Iteration 2Q: 3 clusters Score -1.52093e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -15210426.000000 Penalty: 5705.320801
	Iteration 3Q: 3 clusters Score -1.521043e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -15211907.000000 Penalty: 5705.320801
	Iteration 4Q: 3 clusters Score -1.521191e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -15214275.000000 Penalty: 5705.320801
	Iteration 5F: 3 clusters Score -1.521428e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -15218015.000000 Penalty: 5705.320801
	Iteration 6F: 3 clusters Score -1.521802e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -15223618.000000 Penalty: 5705.320801
	Iteration 7F: 3 clusters Score -1.522362e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -15230335.000000 Penalty: 5705.320801
	Iteration 8F: 3 clusters Score -1.523034e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -15235801.000000 Penalty: 5705.320801
	Iteration 9F: 3 clusters Score -1.52358e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -15239428.000000 Penalty: 5705.320801
	Iteration 10Q: 3 clusters Score -1.523943e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -15241454.000000 Penalty: 5705.320801
	Iteration 11Q: 3 clusters Score -1.524145e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -15242515.000000 Penalty: 5705.320801
	Iteration 12Q: 3 clusters Score -1.524252e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -15243193.000000 Penalty: 5705.320801
	Iteration 13Q: 3 clusters Score -1.524319e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -15243527.000000 Penalty: 5705.320801
	Iteration 14Q: 3 clusters Score -1.524353e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -15243821.000000 Penalty: 5705.320801
	Iteration 15Q: 3 clusters Score -1.524382e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -15243848.000000 Penalty: 5705.320801
	Iteration 16Q: 3 clusters Score -1.524385e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -15243853.000000 Penalty: 5705.320801
	Iteration 17Q: 3 clusters Score -1.524385e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -15243868.000000 Penalty: 5705.320801
	Iteration 18Q: 3 clusters Score -1.524387e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15243901.000000 Penalty: 5705.320801
	Iteration 19Q: 3 clusters Score -1.52439e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -15243874.000000 Penalty: 5705.320801
	Iteration 20F: 3 clusters Score -1.524387e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -15243885.000000 Penalty: 5705.320801
	Iteration 21Q: 3 clusters Score -1.524388e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -15243812.000000 Penalty: 5705.320801
	Iteration 22Q: 3 clusters Score -1.524381e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -15243787.000000 Penalty: 5705.320801
	Iteration 23Q: 3 clusters Score -1.524379e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15243744.000000 Penalty: 5705.320801
	Iteration 24Q: 3 clusters Score -1.524374e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -15243771.000000 Penalty: 5705.320801
	Iteration 25Q: 3 clusters Score -1.524377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15243763.000000 Penalty: 5705.320801
	Iteration 26Q: 3 clusters Score -1.524376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15243774.000000 Penalty: 5705.320801
	Iteration 27Q: 3 clusters Score -1.524377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15243785.000000 Penalty: 5705.320801
	Iteration 28Q: 3 clusters Score -1.524378e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15243775.000000 Penalty: 5705.320801
	Iteration 29Q: 3 clusters Score -1.524378e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15243745.000000 Penalty: 5705.320801
	Iteration 30Q: 3 clusters Score -1.524374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15243722.000000 Penalty: 5705.320801
	Iteration 31Q: 3 clusters Score -1.524372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15243721.000000 Penalty: 5705.320801
	Iteration 32Q: 3 clusters Score -1.524372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15243717.000000 Penalty: 5705.320801
	Iteration 33Q: 3 clusters Score -1.524372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15243718.000000 Penalty: 5705.320801
	Iteration 34Q: 3 clusters Score -1.524372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15243723.000000 Penalty: 5705.320801
	Iteration 35Q: 3 clusters Score -1.524372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15243724.000000 Penalty: 5705.320801
	Iteration 36Q: 3 clusters Score -1.524372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15243722.000000 Penalty: 5705.320801
	Iteration 37Q: 3 clusters Score -1.524372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15243723.000000 Penalty: 5705.320801
	Iteration 38Q: 3 clusters Score -1.524372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15243716.000000 Penalty: 5705.320801
	Iteration 39Q: 3 clusters Score -1.524372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15243725.000000 Penalty: 5705.320801
	Iteration 40F: 3 clusters Score -1.524372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15243734.000000 Penalty: 5705.320801
	Iteration 41Q: 3 clusters Score -1.524373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -15243714.000000 Penalty: 5705.320801
	Iteration 42Q: 3 clusters Score -1.524371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15243708.000000 Penalty: 5705.320801
	Iteration 43Q: 3 clusters Score -1.524371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15243695.000000 Penalty: 5705.320801
	Iteration 44Q: 3 clusters Score -1.52437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15243688.000000 Penalty: 5705.320801
	Iteration 45Q: 3 clusters Score -1.524369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15243676.000000 Penalty: 5705.320801
	Iteration 46Q: 3 clusters Score -1.524368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15243677.000000 Penalty: 5705.320801
	Iteration 47Q: 3 clusters Score -1.524368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15243671.000000 Penalty: 5705.320801
	Iteration 48Q: 3 clusters Score -1.524367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -15243672.000000 Penalty: 5705.320801
	Iteration 49Q: 3 clusters Score -1.524367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15243666.000000 Penalty: 5705.320801
	Iteration 50Q: 3 clusters Score -1.524367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15243670.000000 Penalty: 5705.320801
	Iteration 51Q: 3 clusters Score -1.524367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15243660.000000 Penalty: 5705.320801
	Iteration 52Q: 3 clusters Score -1.524366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15243658.000000 Penalty: 5705.320801
	Iteration 53Q: 3 clusters Score -1.524366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15243664.000000 Penalty: 5705.320801
	Iteration 54Q: 3 clusters Score -1.524366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15243664.000000 Penalty: 5705.320801
	Iteration 55F: 3 clusters Score -1.524366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -113179.671875 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -113179.7 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 415 members 
Entering Unmasked Estep 
Score: -111408.398438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111408.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111787.328125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111787.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112076.546875 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -112076.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112362.484375 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -112362.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112502.000000 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -112502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112586.382812 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -112586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112650.492188 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -112650.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112681.562500 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112712.828125 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112737.843750 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112767.585938 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112825.515625 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112879.875000 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -112950.859375 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113136.015625 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -113136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113314.000000 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -113314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113388.148438 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -113388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113431.656250 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -113431.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -113456.453125 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -113456.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113478.757812 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -113478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113489.859375 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -113489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113498.320312 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -113498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113504.562500 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -113504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113520.906250 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -113520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113530.132812 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -113530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113531.054688 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -113531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113532.367188 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -113532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113532.367188 Penalty: 3333.229248
	Iteration 27F: 3 clusters Score -113532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 466 members 
Entering Unmasked Estep 
Score: -137794640.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137796032.000000 to -137794640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64226.777344 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64226.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64451.343750 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64451.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64544.531250 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64544.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64561.718750 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -64561.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64574.664062 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -64574.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64589.070312 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -64589.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64603.457031 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -64603.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64620.917969 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -64620.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64631.773438 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -64631.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64641.062500 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -64641.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64657.453125 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -64657.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64672.824219 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -64672.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64689.441406 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -64689.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64708.941406 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -64708.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64792.656250 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -64792.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64872.656250 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -64872.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64992.890625 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -64992.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -65123.410156 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -65123.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -65209.347656 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -65209.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -65243.164062 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -65243.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65273.265625 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -65273.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65485.632812 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -65485.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -65633.492188 Penalty: 3158.620605
	Iteration 22Q: 3 clusters Score -65633.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -65691.085938 Penalty: 3158.620605
	Iteration 23Q: 3 clusters Score -65691.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65693.843750 Penalty: 3158.620605
	Iteration 24Q: 3 clusters Score -65693.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65695.765625 Penalty: 3158.620605
	Iteration 25Q: 3 clusters Score -65695.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65696.726562 Penalty: 3158.620605
	Iteration 26F: 3 clusters Score -65696.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65711.156250 Penalty: 3158.620605
	Iteration 27Q: 3 clusters Score -65711.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65711.156250 Penalty: 3158.620605
	Iteration 28F: 3 clusters Score -65711.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 85 members 
Entering Unmasked Estep 
Score: -137794400.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137796032.000000 to -137794400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62695 members 
Mstep: Class 5 contains 106539 members 
Mstep: Class 6 contains 11994 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 97065 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57879 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 108746 members 
Mstep: Class 20 contains 51657 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98979 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 85112.554688
Iteration 359Q: 26 clusters Score -1.377961e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27778 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62691 members 
Mstep: Class 5 contains 106573 members 
Mstep: Class 6 contains 11988 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31196 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42744 members 
Mstep: Class 12 contains 109319 members 
Mstep: Class 13 contains 29135 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 97069 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57868 members 
Mstep: Class 18 contains 40900 members 
Mstep: Class 19 contains 108731 members 
Mstep: Class 20 contains 51661 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 98970 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796032.000000 Penalty: 85112.554688
Iteration 360F: 26 clusters Score -1.37796e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27774 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62694 members 
Mstep: Class 5 contains 106594 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42725 members 
Mstep: Class 12 contains 109334 members 
Mstep: Class 13 contains 29134 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 97074 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 18 contains 40899 members 
Mstep: Class 19 contains 108729 members 
Mstep: Class 20 contains 51664 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98960 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796080.000000 Penalty: 85112.554688
Iteration 361Q: 26 clusters Score -1.377961e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27771 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62693 members 
Mstep: Class 5 contains 106616 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42720 members 
Mstep: Class 12 contains 109317 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 97070 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57853 members 
Mstep: Class 18 contains 40898 members 
Mstep: Class 19 contains 108738 members 
Mstep: Class 20 contains 51658 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 98959 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796160.000000 Penalty: 85112.554688
Iteration 362Q: 26 clusters Score -1.377962e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27766 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62693 members 
Mstep: Class 5 contains 106621 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31194 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42712 members 
Mstep: Class 12 contains 109312 members 
Mstep: Class 13 contains 29132 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 97066 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57858 members 
Mstep: Class 18 contains 40896 members 
Mstep: Class 19 contains 108743 members 
Mstep: Class 20 contains 51663 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 98956 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796016.000000 Penalty: 85112.554688
Iteration 363Q: 26 clusters Score -1.37796e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 27765 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62692 members 
Mstep: Class 5 contains 106644 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 31195 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42710 members 
Mstep: Class 12 contains 109296 members 
Mstep: Class 13 contains 29128 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 97066 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 18 contains 40895 members 
Mstep: Class 19 contains 108764 members 
Mstep: Class 20 contains 51668 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 98929 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796160.000000 Penalty: 85112.554688
Iteration 364Q: 26 clusters Score -1.377962e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 27763 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62684 members 
Mstep: Class 5 contains 106643 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31194 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 42702 members 
Mstep: Class 12 contains 109304 members 
Mstep: Class 13 contains 29127 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 97076 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57854 members 
Mstep: Class 18 contains 40889 members 
Mstep: Class 19 contains 108779 members 
Mstep: Class 20 contains 51669 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 98924 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796320.000000 Penalty: 85112.554688
Iteration 365Q: 26 clusters Score -1.377963e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 27760 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62677 members 
Mstep: Class 5 contains 106632 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31198 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 42691 members 
Mstep: Class 12 contains 109309 members 
Mstep: Class 13 contains 29131 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 97067 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57857 members 
Mstep: Class 18 contains 40887 members 
Mstep: Class 19 contains 108795 members 
Mstep: Class 20 contains 51676 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 98927 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 366Q: 26 clusters Score -1.377962e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27761 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62671 members 
Mstep: Class 5 contains 106616 members 
Mstep: Class 6 contains 11986 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31200 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 42673 members 
Mstep: Class 12 contains 109342 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 97043 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57857 members 
Mstep: Class 18 contains 40888 members 
Mstep: Class 19 contains 108814 members 
Mstep: Class 20 contains 51678 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 98933 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 85112.554688
Iteration 367Q: 26 clusters Score -1.377962e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27762 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62664 members 
Mstep: Class 5 contains 106585 members 
Mstep: Class 6 contains 11981 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 42659 members 
Mstep: Class 12 contains 109397 members 
Mstep: Class 13 contains 29132 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 97030 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57861 members 
Mstep: Class 18 contains 40886 members 
Mstep: Class 19 contains 108829 members 
Mstep: Class 20 contains 51673 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5633 members 
Mstep: Class 23 contains 98938 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796160.000000 Penalty: 85112.554688
Iteration 368Q: 26 clusters Score -1.377962e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27764 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62659 members 
Mstep: Class 5 contains 106546 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31188 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42650 members 
Mstep: Class 12 contains 109433 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 5336 members 
Mstep: Class 15 contains 97035 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57861 members 
Mstep: Class 18 contains 40882 members 
Mstep: Class 19 contains 108842 members 
Mstep: Class 20 contains 51670 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 98945 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796112.000000 Penalty: 85112.554688
Iteration 369Q: 26 clusters Score -1.377961e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27767 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62645 members 
Mstep: Class 5 contains 106515 members 
Mstep: Class 6 contains 11972 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31187 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42639 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 29134 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 97033 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57868 members 
Mstep: Class 18 contains 40880 members 
Mstep: Class 19 contains 108852 members 
Mstep: Class 20 contains 51666 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 98954 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796320.000000 Penalty: 85112.554688
Iteration 370Q: 26 clusters Score -1.377963e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27769 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62634 members 
Mstep: Class 5 contains 106484 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31178 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 109507 members 
Mstep: Class 13 contains 29140 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 97028 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57885 members 
Mstep: Class 18 contains 40870 members 
Mstep: Class 19 contains 108869 members 
Mstep: Class 20 contains 51672 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 98948 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796320.000000 Penalty: 85112.554688
Iteration 371Q: 26 clusters Score -1.377963e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27770 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62634 members 
Mstep: Class 5 contains 106478 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 31174 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 109540 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 5345 members 
Mstep: Class 15 contains 97020 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57904 members 
Mstep: Class 18 contains 40865 members 
Mstep: Class 19 contains 108874 members 
Mstep: Class 20 contains 51679 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 98919 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 372Q: 26 clusters Score -1.377965e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27772 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62624 members 
Mstep: Class 5 contains 106469 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31166 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 109572 members 
Mstep: Class 13 contains 29142 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 97016 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57930 members 
Mstep: Class 18 contains 40861 members 
Mstep: Class 19 contains 108884 members 
Mstep: Class 20 contains 51674 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796480.000000 Penalty: 85112.554688
Iteration 373Q: 26 clusters Score -1.377965e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27773 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62615 members 
Mstep: Class 5 contains 106453 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31160 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 109584 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 97010 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57954 members 
Mstep: Class 18 contains 40857 members 
Mstep: Class 19 contains 108913 members 
Mstep: Class 20 contains 51669 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 98884 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796368.000000 Penalty: 85112.554688
Iteration 374Q: 26 clusters Score -1.377964e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27772 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62613 members 
Mstep: Class 5 contains 106431 members 
Mstep: Class 6 contains 11953 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31158 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42581 members 
Mstep: Class 12 contains 109596 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 97008 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57960 members 
Mstep: Class 18 contains 40855 members 
Mstep: Class 19 contains 108940 members 
Mstep: Class 20 contains 51676 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5638 members 
Mstep: Class 23 contains 98876 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796256.000000 Penalty: 85112.554688
Iteration 375Q: 26 clusters Score -1.377963e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27777 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62604 members 
Mstep: Class 5 contains 106414 members 
Mstep: Class 6 contains 11952 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31152 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42574 members 
Mstep: Class 12 contains 109594 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5350 members 
Mstep: Class 15 contains 96997 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57971 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 108979 members 
Mstep: Class 20 contains 51683 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5639 members 
Mstep: Class 23 contains 98867 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796304.000000 Penalty: 85112.554688
Iteration 376Q: 26 clusters Score -1.377963e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27776 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62595 members 
Mstep: Class 5 contains 106402 members 
Mstep: Class 6 contains 11952 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31153 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 109592 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 96997 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57984 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 108995 members 
Mstep: Class 20 contains 51681 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5639 members 
Mstep: Class 23 contains 98868 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 377Q: 26 clusters Score -1.377962e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27779 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62586 members 
Mstep: Class 5 contains 106405 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31151 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42557 members 
Mstep: Class 12 contains 109571 members 
Mstep: Class 13 contains 29148 members 
Mstep: Class 14 contains 5359 members 
Mstep: Class 15 contains 96989 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 40853 members 
Mstep: Class 19 contains 109006 members 
Mstep: Class 20 contains 51684 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 98874 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796336.000000 Penalty: 85112.554688
Iteration 378Q: 26 clusters Score -1.377963e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27779 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62573 members 
Mstep: Class 5 contains 106403 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31151 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42552 members 
Mstep: Class 12 contains 109552 members 
Mstep: Class 13 contains 29149 members 
Mstep: Class 14 contains 5364 members 
Mstep: Class 15 contains 96983 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58013 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 109037 members 
Mstep: Class 20 contains 51681 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 98877 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796256.000000 Penalty: 85112.554688
Iteration 379Q: 26 clusters Score -1.377963e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 27781 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62574 members 
Mstep: Class 5 contains 106387 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31147 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42550 members 
Mstep: Class 12 contains 109544 members 
Mstep: Class 13 contains 29148 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 96977 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58030 members 
Mstep: Class 18 contains 40851 members 
Mstep: Class 19 contains 109057 members 
Mstep: Class 20 contains 51682 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 98872 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796000.000000 Penalty: 85112.554688
Iteration 380F: 26 clusters Score -1.37796e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62564 members 
Mstep: Class 5 contains 106386 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 12 contains 109536 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 96974 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58050 members 
Mstep: Class 18 contains 40851 members 
Mstep: Class 19 contains 109080 members 
Mstep: Class 20 contains 51682 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 98855 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796176.000000 Penalty: 85112.554688
Iteration 381Q: 26 clusters Score -1.377962e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27786 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62563 members 
Mstep: Class 5 contains 106369 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42537 members 
Mstep: Class 12 contains 109541 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 96965 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58067 members 
Mstep: Class 18 contains 40851 members 
Mstep: Class 19 contains 109102 members 
Mstep: Class 20 contains 51687 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 98833 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796096.000000 Penalty: 85112.554688
Iteration 382Q: 26 clusters Score -1.377961e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62562 members 
Mstep: Class 5 contains 106355 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31144 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 109533 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5378 members 
Mstep: Class 15 contains 96969 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58084 members 
Mstep: Class 18 contains 40853 members 
Mstep: Class 19 contains 109117 members 
Mstep: Class 20 contains 51691 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 98821 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 383Q: 26 clusters Score -1.377963e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 106343 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42527 members 
Mstep: Class 12 contains 109538 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 96960 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58103 members 
Mstep: Class 18 contains 40853 members 
Mstep: Class 19 contains 109138 members 
Mstep: Class 20 contains 51691 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 98815 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796256.000000 Penalty: 85112.554688
Iteration 384Q: 26 clusters Score -1.377963e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62541 members 
Mstep: Class 5 contains 106329 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42523 members 
Mstep: Class 12 contains 109531 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 96962 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58116 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 109137 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 98828 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 385Q: 26 clusters Score -1.377963e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27784 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62546 members 
Mstep: Class 5 contains 106324 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42519 members 
Mstep: Class 12 contains 109534 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 15 contains 96957 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58127 members 
Mstep: Class 18 contains 40850 members 
Mstep: Class 19 contains 109128 members 
Mstep: Class 20 contains 51692 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 98830 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796240.000000 Penalty: 85112.554688
Iteration 386Q: 26 clusters Score -1.377962e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62542 members 
Mstep: Class 5 contains 106320 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 31143 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42509 members 
Mstep: Class 12 contains 109540 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 96947 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 40851 members 
Mstep: Class 19 contains 109115 members 
Mstep: Class 20 contains 51691 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 98830 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 387Q: 26 clusters Score -1.377962e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27781 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62541 members 
Mstep: Class 5 contains 106309 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 109563 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 96937 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 40854 members 
Mstep: Class 19 contains 109108 members 
Mstep: Class 20 contains 51687 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 98824 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 85112.554688
Iteration 388Q: 26 clusters Score -1.377961e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27785 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 106303 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42494 members 
Mstep: Class 12 contains 109584 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 96932 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58182 members 
Mstep: Class 18 contains 40854 members 
Mstep: Class 19 contains 109090 members 
Mstep: Class 20 contains 51689 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 98825 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 85112.554688
Iteration 389Q: 26 clusters Score -1.377962e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27791 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62529 members 
Mstep: Class 5 contains 106295 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31135 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42484 members 
Mstep: Class 12 contains 109602 members 
Mstep: Class 13 contains 29148 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 15 contains 96926 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58192 members 
Mstep: Class 18 contains 40854 members 
Mstep: Class 19 contains 109078 members 
Mstep: Class 20 contains 51685 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98828 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796112.000000 Penalty: 85112.554688
Iteration 390Q: 26 clusters Score -1.377961e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27795 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62523 members 
Mstep: Class 5 contains 106306 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42478 members 
Mstep: Class 12 contains 109597 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 96919 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58205 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 109065 members 
Mstep: Class 20 contains 51686 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98835 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796016.000000 Penalty: 85112.554688
Iteration 391Q: 26 clusters Score -1.37796e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27800 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62517 members 
Mstep: Class 5 contains 106306 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42471 members 
Mstep: Class 12 contains 109591 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 96919 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 40850 members 
Mstep: Class 19 contains 109056 members 
Mstep: Class 20 contains 51692 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98841 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796048.000000 Penalty: 85112.554688
Iteration 392Q: 26 clusters Score -1.37796e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62521 members 
Mstep: Class 5 contains 106323 members 
Mstep: Class 6 contains 11934 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31142 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42464 members 
Mstep: Class 12 contains 109570 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 96911 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58240 members 
Mstep: Class 18 contains 40849 members 
Mstep: Class 19 contains 109047 members 
Mstep: Class 20 contains 51703 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98834 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 393Q: 26 clusters Score -1.37796e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62513 members 
Mstep: Class 5 contains 106334 members 
Mstep: Class 6 contains 11930 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 109554 members 
Mstep: Class 13 contains 29145 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 96910 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58248 members 
Mstep: Class 18 contains 40846 members 
Mstep: Class 19 contains 109043 members 
Mstep: Class 20 contains 51713 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98850 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795984.000000 Penalty: 85112.554688
Iteration 394Q: 26 clusters Score -1.37796e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62508 members 
Mstep: Class 5 contains 106347 members 
Mstep: Class 6 contains 11922 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31138 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42449 members 
Mstep: Class 12 contains 109548 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 96911 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 40849 members 
Mstep: Class 19 contains 109038 members 
Mstep: Class 20 contains 51716 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98852 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796080.000000 Penalty: 85112.554688
Iteration 395Q: 26 clusters Score -1.377961e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62513 members 
Mstep: Class 5 contains 106351 members 
Mstep: Class 6 contains 11921 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31138 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 42442 members 
Mstep: Class 12 contains 109553 members 
Mstep: Class 13 contains 29149 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 96913 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 40844 members 
Mstep: Class 19 contains 109029 members 
Mstep: Class 20 contains 51719 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 98843 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796208.000000 Penalty: 85112.554688
Iteration 396Q: 26 clusters Score -1.377962e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62506 members 
Mstep: Class 5 contains 106348 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 109559 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 96907 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 40841 members 
Mstep: Class 19 contains 109035 members 
Mstep: Class 20 contains 51727 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 98843 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796032.000000 Penalty: 85112.554688
Iteration 397Q: 26 clusters Score -1.37796e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62503 members 
Mstep: Class 5 contains 106347 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 109555 members 
Mstep: Class 13 contains 29150 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 96906 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 40839 members 
Mstep: Class 19 contains 109043 members 
Mstep: Class 20 contains 51736 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98844 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796000.000000 Penalty: 85112.554688
Iteration 398Q: 26 clusters Score -1.37796e+08 nChanged 235
Entering ConstructFrom: 
Score: -137796000.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Entering Unmasked Estep 
Score: -1676651.375000 Penalty: 2335.201172
	Iteration 0F: 2 clusters Score -1676651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1667682.000000 Penalty: 4670.402344
	Iteration 0F: 3 clusters Score -1667682 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1670762.250000 Penalty: 4670.402344
	Iteration 1F: 3 clusters Score -1670762 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1671596.000000 Penalty: 4670.402344
	Iteration 2F: 3 clusters Score -1671596 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1672383.750000 Penalty: 4670.402344
	Iteration 3F: 3 clusters Score -1672384 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1673097.750000 Penalty: 4670.402344
	Iteration 4F: 3 clusters Score -1673098 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1673767.250000 Penalty: 4670.402344
	Iteration 5F: 3 clusters Score -1673767 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1674333.500000 Penalty: 4670.402344
	Iteration 6F: 3 clusters Score -1674334 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1674736.750000 Penalty: 4670.402344
	Iteration 7F: 3 clusters Score -1674737 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1675041.375000 Penalty: 4670.402344
	Iteration 8Q: 3 clusters Score -1675041 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1675249.000000 Penalty: 4670.402344
	Iteration 9Q: 3 clusters Score -1675249 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1675389.625000 Penalty: 4670.402344
	Iteration 10Q: 3 clusters Score -1675390 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1675495.500000 Penalty: 4670.402344
	Iteration 11Q: 3 clusters Score -1675496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1675573.250000 Penalty: 4670.402344
	Iteration 12Q: 3 clusters Score -1675573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1675652.375000 Penalty: 4670.402344
	Iteration 13Q: 3 clusters Score -1675652 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1675725.250000 Penalty: 4670.402344
	Iteration 14Q: 3 clusters Score -1675725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1675793.500000 Penalty: 4670.402344
	Iteration 15Q: 3 clusters Score -1675794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1675869.625000 Penalty: 4670.402344
	Iteration 16Q: 3 clusters Score -1675870 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1675963.250000 Penalty: 4670.402344
	Iteration 17Q: 3 clusters Score -1675963 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1676045.250000 Penalty: 4670.402344
	Iteration 18Q: 3 clusters Score -1676045 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1676094.500000 Penalty: 4670.402344
	Iteration 19Q: 3 clusters Score -1676094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1676137.750000 Penalty: 4670.402344
	Iteration 20F: 3 clusters Score -1676138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1676170.625000 Penalty: 4670.402344
	Iteration 21Q: 3 clusters Score -1676171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1676193.750000 Penalty: 4670.402344
	Iteration 22Q: 3 clusters Score -1676194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1676217.000000 Penalty: 4670.402344
	Iteration 23Q: 3 clusters Score -1676217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1676231.625000 Penalty: 4670.402344
	Iteration 24Q: 3 clusters Score -1676232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1676244.875000 Penalty: 4670.402344
	Iteration 25Q: 3 clusters Score -1676245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1676253.000000 Penalty: 4670.402344
	Iteration 26Q: 3 clusters Score -1676253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1676264.375000 Penalty: 4670.402344
	Iteration 27Q: 3 clusters Score -1676264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1676274.500000 Penalty: 4670.402344
	Iteration 28Q: 3 clusters Score -1676274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1676280.875000 Penalty: 4670.402344
	Iteration 29Q: 3 clusters Score -1676281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1676287.250000 Penalty: 4670.402344
	Iteration 30Q: 3 clusters Score -1676287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1676295.125000 Penalty: 4670.402344
	Iteration 31Q: 3 clusters Score -1676295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1676298.500000 Penalty: 4670.402344
	Iteration 32Q: 3 clusters Score -1676298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1676307.375000 Penalty: 4670.402344
	Iteration 33Q: 3 clusters Score -1676307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1676307.625000 Penalty: 4670.402344
	Iteration 34Q: 3 clusters Score -1676308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1676311.625000 Penalty: 4670.402344
	Iteration 35Q: 3 clusters Score -1676312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1676314.875000 Penalty: 4670.402344
	Iteration 36Q: 3 clusters Score -1676315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1676317.000000 Penalty: 4670.402344
	Iteration 37Q: 3 clusters Score -1676317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1676317.250000 Penalty: 4670.402344
	Iteration 38Q: 3 clusters Score -1676317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1676315.375000 Penalty: 4670.402344
	Iteration 39Q: 3 clusters Score -1676315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1676313.875000 Penalty: 4670.402344
	Iteration 40F: 3 clusters Score -1676314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1676313.750000 Penalty: 4670.402344
	Iteration 41Q: 3 clusters Score -1676314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1676318.875000 Penalty: 4670.402344
	Iteration 42Q: 3 clusters Score -1676319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1676321.750000 Penalty: 4670.402344
	Iteration 43Q: 3 clusters Score -1676322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1676322.875000 Penalty: 4670.402344
	Iteration 44Q: 3 clusters Score -1676323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1676324.000000 Penalty: 4670.402344
	Iteration 45Q: 3 clusters Score -1676324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1676326.500000 Penalty: 4670.402344
	Iteration 46Q: 3 clusters Score -1676326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1676328.000000 Penalty: 4670.402344
	Iteration 47Q: 3 clusters Score -1676328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1676326.000000 Penalty: 4670.402344
	Iteration 48Q: 3 clusters Score -1676326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1676326.625000 Penalty: 4670.402344
	Iteration 49Q: 3 clusters Score -1676327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1676328.000000 Penalty: 4670.402344
	Iteration 50Q: 3 clusters Score -1676328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1676327.750000 Penalty: 4670.402344
	Iteration 51Q: 3 clusters Score -1676328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1676329.375000 Penalty: 4670.402344
	Iteration 52Q: 3 clusters Score -1676329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1676328.875000 Penalty: 4670.402344
	Iteration 53Q: 3 clusters Score -1676329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1676328.875000 Penalty: 4670.402344
	Iteration 54Q: 3 clusters Score -1676329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1676330.375000 Penalty: 4670.402344
	Iteration 55Q: 3 clusters Score -1676330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1676332.000000 Penalty: 4670.402344
	Iteration 56Q: 3 clusters Score -1676332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1676334.125000 Penalty: 4670.402344
	Iteration 57Q: 3 clusters Score -1676334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1676334.375000 Penalty: 4670.402344
	Iteration 58Q: 3 clusters Score -1676334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1676334.000000 Penalty: 4670.402344
	Iteration 59Q: 3 clusters Score -1676334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1676334.000000 Penalty: 4670.402344
	Iteration 60F: 3 clusters Score -1676334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Entering Unmasked Estep 
Score: -4037081.250000 Penalty: 2537.714355
	Iteration 0F: 2 clusters Score -4037081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4017987.000000 Penalty: 5075.428711
	Iteration 0F: 3 clusters Score -4017987 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4024884.500000 Penalty: 5075.428711
	Iteration 1F: 3 clusters Score -4024884 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4025486.750000 Penalty: 5075.428711
	Iteration 2F: 3 clusters Score -4025487 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4026183.000000 Penalty: 5075.428711
	Iteration 3F: 3 clusters Score -4026183 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4027050.500000 Penalty: 5075.428711
	Iteration 4F: 3 clusters Score -4027050 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4028031.750000 Penalty: 5075.428711
	Iteration 5F: 3 clusters Score -4028032 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -4029063.750000 Penalty: 5075.428711
	Iteration 6F: 3 clusters Score -4029064 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4030025.500000 Penalty: 5075.428711
	Iteration 7F: 3 clusters Score -4030026 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4030915.750000 Penalty: 5075.428711
	Iteration 8F: 3 clusters Score -4030916 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4031802.750000 Penalty: 5075.428711
	Iteration 9Q: 3 clusters Score -4031803 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4032637.500000 Penalty: 5075.428711
	Iteration 10Q: 3 clusters Score -4032638 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4033270.250000 Penalty: 5075.428711
	Iteration 11Q: 3 clusters Score -4033270 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -4033765.000000 Penalty: 5075.428711
	Iteration 12Q: 3 clusters Score -4033765 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4034094.750000 Penalty: 5075.428711
	Iteration 13Q: 3 clusters Score -4034095 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4034327.750000 Penalty: 5075.428711
	Iteration 14Q: 3 clusters Score -4034328 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4034532.500000 Penalty: 5075.428711
	Iteration 15Q: 3 clusters Score -4034532 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4034658.250000 Penalty: 5075.428711
	Iteration 16Q: 3 clusters Score -4034658 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -4034771.500000 Penalty: 5075.428711
	Iteration 17Q: 3 clusters Score -4034772 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4034861.500000 Penalty: 5075.428711
	Iteration 18Q: 3 clusters Score -4034862 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -4034943.500000 Penalty: 5075.428711
	Iteration 19Q: 3 clusters Score -4034944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4035003.250000 Penalty: 5075.428711
	Iteration 20F: 3 clusters Score -4035003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4035055.500000 Penalty: 5075.428711
	Iteration 21Q: 3 clusters Score -4035056 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4035114.750000 Penalty: 5075.428711
	Iteration 22Q: 3 clusters Score -4035115 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4035127.500000 Penalty: 5075.428711
	Iteration 23Q: 3 clusters Score -4035128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4035175.000000 Penalty: 5075.428711
	Iteration 24Q: 3 clusters Score -4035175 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4035198.750000 Penalty: 5075.428711
	Iteration 25Q: 3 clusters Score -4035199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4035225.250000 Penalty: 5075.428711
	Iteration 26Q: 3 clusters Score -4035225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4035235.750000 Penalty: 5075.428711
	Iteration 27Q: 3 clusters Score -4035236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4035254.250000 Penalty: 5075.428711
	Iteration 28Q: 3 clusters Score -4035254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4035282.250000 Penalty: 5075.428711
	Iteration 29Q: 3 clusters Score -4035282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -4035286.250000 Penalty: 5075.428711
	Iteration 30Q: 3 clusters Score -4035286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4035302.750000 Penalty: 5075.428711
	Iteration 31Q: 3 clusters Score -4035303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4035315.750000 Penalty: 5075.428711
	Iteration 32Q: 3 clusters Score -4035316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4035338.500000 Penalty: 5075.428711
	Iteration 33Q: 3 clusters Score -4035338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4035353.000000 Penalty: 5075.428711
	Iteration 34Q: 3 clusters Score -4035353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4035367.000000 Penalty: 5075.428711
	Iteration 35Q: 3 clusters Score -4035367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4035372.000000 Penalty: 5075.428711
	Iteration 36Q: 3 clusters Score -4035372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4035382.000000 Penalty: 5075.428711
	Iteration 37Q: 3 clusters Score -4035382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4035385.500000 Penalty: 5075.428711
	Iteration 38Q: 3 clusters Score -4035386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4035390.000000 Penalty: 5075.428711
	Iteration 39Q: 3 clusters Score -4035390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -4035395.250000 Penalty: 5075.428711
	Iteration 40F: 3 clusters Score -4035395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4035408.250000 Penalty: 5075.428711
	Iteration 41Q: 3 clusters Score -4035408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4035402.750000 Penalty: 5075.428711
	Iteration 42Q: 3 clusters Score -4035403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4035409.000000 Penalty: 5075.428711
	Iteration 43Q: 3 clusters Score -4035409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4035416.250000 Penalty: 5075.428711
	Iteration 44Q: 3 clusters Score -4035416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4035420.500000 Penalty: 5075.428711
	Iteration 45Q: 3 clusters Score -4035420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4035423.750000 Penalty: 5075.428711
	Iteration 46Q: 3 clusters Score -4035424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -4035424.750000 Penalty: 5075.428711
	Iteration 47Q: 3 clusters Score -4035425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -4035430.750000 Penalty: 5075.428711
	Iteration 48Q: 3 clusters Score -4035431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4035430.000000 Penalty: 5075.428711
	Iteration 49Q: 3 clusters Score -4035430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4035424.000000 Penalty: 5075.428711
	Iteration 50Q: 3 clusters Score -4035424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4035432.250000 Penalty: 5075.428711
	Iteration 51Q: 3 clusters Score -4035432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4035438.250000 Penalty: 5075.428711
	Iteration 52Q: 3 clusters Score -4035438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4035440.000000 Penalty: 5075.428711
	Iteration 53Q: 3 clusters Score -4035440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -4035444.250000 Penalty: 5075.428711
	Iteration 54Q: 3 clusters Score -4035444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4035443.000000 Penalty: 5075.428711
	Iteration 55Q: 3 clusters Score -4035443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4035448.000000 Penalty: 5075.428711
	Iteration 56Q: 3 clusters Score -4035448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4035446.750000 Penalty: 5075.428711
	Iteration 57Q: 3 clusters Score -4035447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4035449.250000 Penalty: 5075.428711
	Iteration 58Q: 3 clusters Score -4035449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4035449.250000 Penalty: 5075.428711
	Iteration 59F: 3 clusters Score -4035449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -308371.281250 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -308371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305709.406250 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -305709.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -306190.343750 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -306190.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -306314.250000 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -306314.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -306364.875000 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -306364.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -306388.562500 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -306388.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -306398.312500 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -306398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -306412.062500 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -306412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306420.843750 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -306420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -306429.062500 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -306429.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -306438.531250 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -306438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -306447.875000 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -306447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -306461.031250 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -306461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -306476.375000 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -306476.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -306490.187500 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -306490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -306497.875000 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -306497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -306507.875000 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -306507.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -306516.125000 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -306516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -306522.812500 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -306522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -306525.468750 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -306525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -306527.718750 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -306527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -306530.093750 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -306530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -306530.250000 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -306530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -306530.250000 Penalty: 3768.805908
	Iteration 22F: 3 clusters Score -306530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Entering Unmasked Estep 
Score: -9748731.000000 Penalty: 2738.628906
	Iteration 0F: 2 clusters Score -9748731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -9706832.000000 Penalty: 5477.257812
	Iteration 0F: 3 clusters Score -9706832 nChanged 29151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -9723634.000000 Penalty: 5477.257812
	Iteration 1F: 3 clusters Score -9723634 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -9724657.000000 Penalty: 5477.257812
	Iteration 2Q: 3 clusters Score -9724657 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -9725835.000000 Penalty: 5477.257812
	Iteration 3Q: 3 clusters Score -9725835 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -9727242.000000 Penalty: 5477.257812
	Iteration 4Q: 3 clusters Score -9727242 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -9729307.000000 Penalty: 5477.257812
	Iteration 5F: 3 clusters Score -9729307 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -9732068.000000 Penalty: 5477.257812
	Iteration 6F: 3 clusters Score -9732068 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -9735182.000000 Penalty: 5477.257812
	Iteration 7F: 3 clusters Score -9735182 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -9737821.000000 Penalty: 5477.257812
	Iteration 8F: 3 clusters Score -9737821 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -9739185.000000 Penalty: 5477.257812
	Iteration 9Q: 3 clusters Score -9739185 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -9739762.000000 Penalty: 5477.257812
	Iteration 10Q: 3 clusters Score -9739762 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9739988.000000 Penalty: 5477.257812
	Iteration 11Q: 3 clusters Score -9739988 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -9740137.000000 Penalty: 5477.257812
	Iteration 12Q: 3 clusters Score -9740137 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -9740275.000000 Penalty: 5477.257812
	Iteration 13Q: 3 clusters Score -9740275 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -9740357.000000 Penalty: 5477.257812
	Iteration 14Q: 3 clusters Score -9740357 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9740445.000000 Penalty: 5477.257812
	Iteration 15Q: 3 clusters Score -9740445 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -9740498.000000 Penalty: 5477.257812
	Iteration 16Q: 3 clusters Score -9740498 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9740611.000000 Penalty: 5477.257812
	Iteration 17Q: 3 clusters Score -9740611 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9740671.000000 Penalty: 5477.257812
	Iteration 18Q: 3 clusters Score -9740671 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -9740734.000000 Penalty: 5477.257812
	Iteration 19Q: 3 clusters Score -9740734 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -9740783.000000 Penalty: 5477.257812
	Iteration 20F: 3 clusters Score -9740783 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -9740814.000000 Penalty: 5477.257812
	Iteration 21Q: 3 clusters Score -9740814 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9740862.000000 Penalty: 5477.257812
	Iteration 22Q: 3 clusters Score -9740862 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -9740929.000000 Penalty: 5477.257812
	Iteration 23Q: 3 clusters Score -9740929 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -9740948.000000 Penalty: 5477.257812
	Iteration 24Q: 3 clusters Score -9740948 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -9741008.000000 Penalty: 5477.257812
	Iteration 25Q: 3 clusters Score -9741008 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -9741064.000000 Penalty: 5477.257812
	Iteration 26Q: 3 clusters Score -9741064 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -9741102.000000 Penalty: 5477.257812
	Iteration 27Q: 3 clusters Score -9741102 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -9741205.000000 Penalty: 5477.257812
	Iteration 28Q: 3 clusters Score -9741205 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -9741272.000000 Penalty: 5477.257812
	Iteration 29Q: 3 clusters Score -9741272 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -9741365.000000 Penalty: 5477.257812
	Iteration 30Q: 3 clusters Score -9741365 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -9741440.000000 Penalty: 5477.257812
	Iteration 31Q: 3 clusters Score -9741440 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -9741544.000000 Penalty: 5477.257812
	Iteration 32Q: 3 clusters Score -9741544 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -9741632.000000 Penalty: 5477.257812
	Iteration 33Q: 3 clusters Score -9741632 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -9741712.000000 Penalty: 5477.257812
	Iteration 34Q: 3 clusters Score -9741712 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -9741872.000000 Penalty: 5477.257812
	Iteration 35Q: 3 clusters Score -9741872 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -9742090.000000 Penalty: 5477.257812
	Iteration 36Q: 3 clusters Score -9742090 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -9742240.000000 Penalty: 5477.257812
	Iteration 37Q: 3 clusters Score -9742240 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -9742374.000000 Penalty: 5477.257812
	Iteration 38Q: 3 clusters Score -9742374 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -9742551.000000 Penalty: 5477.257812
	Iteration 39Q: 3 clusters Score -9742551 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9742734.000000 Penalty: 5477.257812
	Iteration 40F: 3 clusters Score -9742734 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -9742910.000000 Penalty: 5477.257812
	Iteration 41Q: 3 clusters Score -9742910 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -9743067.000000 Penalty: 5477.257812
	Iteration 42Q: 3 clusters Score -9743067 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -9743223.000000 Penalty: 5477.257812
	Iteration 43Q: 3 clusters Score -9743223 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -9743379.000000 Penalty: 5477.257812
	Iteration 44Q: 3 clusters Score -9743379 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -9743564.000000 Penalty: 5477.257812
	Iteration 45Q: 3 clusters Score -9743564 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -9743748.000000 Penalty: 5477.257812
	Iteration 46Q: 3 clusters Score -9743748 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -9743951.000000 Penalty: 5477.257812
	Iteration 47Q: 3 clusters Score -9743951 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -9744156.000000 Penalty: 5477.257812
	Iteration 48Q: 3 clusters Score -9744156 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -9744279.000000 Penalty: 5477.257812
	Iteration 49Q: 3 clusters Score -9744279 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -9744408.000000 Penalty: 5477.257812
	Iteration 50Q: 3 clusters Score -9744408 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -9744566.000000 Penalty: 5477.257812
	Iteration 51Q: 3 clusters Score -9744566 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -9744695.000000 Penalty: 5477.257812
	Iteration 52Q: 3 clusters Score -9744695 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -9744830.000000 Penalty: 5477.257812
	Iteration 53Q: 3 clusters Score -9744830 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -9744946.000000 Penalty: 5477.257812
	Iteration 54Q: 3 clusters Score -9744946 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -9745042.000000 Penalty: 5477.257812
	Iteration 55Q: 3 clusters Score -9745042 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -9745128.000000 Penalty: 5477.257812
	Iteration 56Q: 3 clusters Score -9745128 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9745235.000000 Penalty: 5477.257812
	Iteration 57Q: 3 clusters Score -9745235 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9745383.000000 Penalty: 5477.257812
	Iteration 58Q: 3 clusters Score -9745383 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -9745482.000000 Penalty: 5477.257812
	Iteration 59Q: 3 clusters Score -9745482 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -9745597.000000 Penalty: 5477.257812
	Iteration 60F: 3 clusters Score -9745597 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -9745715.000000 Penalty: 5477.257812
	Iteration 61Q: 3 clusters Score -9745715 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -9745772.000000 Penalty: 5477.257812
	Iteration 62Q: 3 clusters Score -9745772 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9745856.000000 Penalty: 5477.257812
	Iteration 63Q: 3 clusters Score -9745856 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9745948.000000 Penalty: 5477.257812
	Iteration 64Q: 3 clusters Score -9745948 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9746024.000000 Penalty: 5477.257812
	Iteration 65Q: 3 clusters Score -9746024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9746050.000000 Penalty: 5477.257812
	Iteration 66Q: 3 clusters Score -9746050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9746097.000000 Penalty: 5477.257812
	Iteration 67Q: 3 clusters Score -9746097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9746139.000000 Penalty: 5477.257812
	Iteration 68Q: 3 clusters Score -9746139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9746164.000000 Penalty: 5477.257812
	Iteration 69Q: 3 clusters Score -9746164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9746197.000000 Penalty: 5477.257812
	Iteration 70Q: 3 clusters Score -9746197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9746208.000000 Penalty: 5477.257812
	Iteration 71Q: 3 clusters Score -9746208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9746229.000000 Penalty: 5477.257812
	Iteration 72Q: 3 clusters Score -9746229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9746269.000000 Penalty: 5477.257812
	Iteration 73Q: 3 clusters Score -9746269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9746294.000000 Penalty: 5477.257812
	Iteration 74Q: 3 clusters Score -9746294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9746324.000000 Penalty: 5477.257812
	Iteration 75Q: 3 clusters Score -9746324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9746335.000000 Penalty: 5477.257812
	Iteration 76Q: 3 clusters Score -9746335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9746358.000000 Penalty: 5477.257812
	Iteration 77Q: 3 clusters Score -9746358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9746371.000000 Penalty: 5477.257812
	Iteration 78Q: 3 clusters Score -9746371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9746379.000000 Penalty: 5477.257812
	Iteration 79Q: 3 clusters Score -9746379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9746374.000000 Penalty: 5477.257812
	Iteration 80F: 3 clusters Score -9746374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9746363.000000 Penalty: 5477.257812
	Iteration 81Q: 3 clusters Score -9746363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9746388.000000 Penalty: 5477.257812
	Iteration 82Q: 3 clusters Score -9746388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9746388.000000 Penalty: 5477.257812
	Iteration 83Q: 3 clusters Score -9746388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9746388.000000 Penalty: 5477.257812
	Iteration 84Q: 3 clusters Score -9746388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9746393.000000 Penalty: 5477.257812
	Iteration 85Q: 3 clusters Score -9746393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9746398.000000 Penalty: 5477.257812
	Iteration 86Q: 3 clusters Score -9746398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9746406.000000 Penalty: 5477.257812
	Iteration 87Q: 3 clusters Score -9746406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9746423.000000 Penalty: 5477.257812
	Iteration 88Q: 3 clusters Score -9746423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9746422.000000 Penalty: 5477.257812
	Iteration 89Q: 3 clusters Score -9746422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9746439.000000 Penalty: 5477.257812
	Iteration 90Q: 3 clusters Score -9746439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9746441.000000 Penalty: 5477.257812
	Iteration 91Q: 3 clusters Score -9746441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9746455.000000 Penalty: 5477.257812
	Iteration 92Q: 3 clusters Score -9746455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9746449.000000 Penalty: 5477.257812
	Iteration 93Q: 3 clusters Score -9746449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9746453.000000 Penalty: 5477.257812
	Iteration 94Q: 3 clusters Score -9746453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9746467.000000 Penalty: 5477.257812
	Iteration 95Q: 3 clusters Score -9746467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9746463.000000 Penalty: 5477.257812
	Iteration 96Q: 3 clusters Score -9746463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9746459.000000 Penalty: 5477.257812
	Iteration 97Q: 3 clusters Score -9746459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9746468.000000 Penalty: 5477.257812
	Iteration 98Q: 3 clusters Score -9746468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9746465.000000 Penalty: 5477.257812
	Iteration 99Q: 3 clusters Score -9746465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9746465.000000 Penalty: 5477.257812
	Iteration 100F: 3 clusters Score -9746465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9746462.000000 Penalty: 5477.257812
	Iteration 101Q: 3 clusters Score -9746462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9746471.000000 Penalty: 5477.257812
	Iteration 102Q: 3 clusters Score -9746471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9746488.000000 Penalty: 5477.257812
	Iteration 103Q: 3 clusters Score -9746488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9746479.000000 Penalty: 5477.257812
	Iteration 104Q: 3 clusters Score -9746479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9746477.000000 Penalty: 5477.257812
	Iteration 105Q: 3 clusters Score -9746477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9746470.000000 Penalty: 5477.257812
	Iteration 106Q: 3 clusters Score -9746470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9746475.000000 Penalty: 5477.257812
	Iteration 107Q: 3 clusters Score -9746475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9746473.000000 Penalty: 5477.257812
	Iteration 108Q: 3 clusters Score -9746473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9746465.000000 Penalty: 5477.257812
	Iteration 109Q: 3 clusters Score -9746465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9746467.000000 Penalty: 5477.257812
	Iteration 110Q: 3 clusters Score -9746467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9746470.000000 Penalty: 5477.257812
	Iteration 111Q: 3 clusters Score -9746470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9746468.000000 Penalty: 5477.257812
	Iteration 112Q: 3 clusters Score -9746468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9746471.000000 Penalty: 5477.257812
	Iteration 113Q: 3 clusters Score -9746471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9746473.000000 Penalty: 5477.257812
	Iteration 114Q: 3 clusters Score -9746473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9746473.000000 Penalty: 5477.257812
	Iteration 115Q: 3 clusters Score -9746473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9746473.000000 Penalty: 5477.257812
	Iteration 116F: 3 clusters Score -9746473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Entering Unmasked Estep 
Score: -16385064.000000 Penalty: 2870.469238
	Iteration 0F: 2 clusters Score -1.638506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -16314866.000000 Penalty: 5740.938477
	Iteration 0F: 3 clusters Score -1.631487e+07 nChanged 50484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -16343558.000000 Penalty: 5740.938477
	Iteration 1F: 3 clusters Score -1.634356e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -16344164.000000 Penalty: 5740.938477
	Iteration 2Q: 3 clusters Score -1.634416e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -16344740.000000 Penalty: 5740.938477
	Iteration 3Q: 3 clusters Score -1.634474e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -16345262.000000 Penalty: 5740.938477
	Iteration 4Q: 3 clusters Score -1.634526e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -16345975.000000 Penalty: 5740.938477
	Iteration 5Q: 3 clusters Score -1.634598e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -16346714.000000 Penalty: 5740.938477
	Iteration 6Q: 3 clusters Score -1.634671e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -16347655.000000 Penalty: 5740.938477
	Iteration 7Q: 3 clusters Score -1.634766e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -16349079.000000 Penalty: 5740.938477
	Iteration 8Q: 3 clusters Score -1.634908e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -16351581.000000 Penalty: 5740.938477
	Iteration 9Q: 3 clusters Score -1.635158e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -16355219.000000 Penalty: 5740.938477
	Iteration 10F: 3 clusters Score -1.635522e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -16360066.000000 Penalty: 5740.938477
	Iteration 11F: 3 clusters Score -1.636007e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -16363819.000000 Penalty: 5740.938477
	Iteration 12F: 3 clusters Score -1.636382e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -16365441.000000 Penalty: 5740.938477
	Iteration 13Q: 3 clusters Score -1.636544e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -16366181.000000 Penalty: 5740.938477
	Iteration 14Q: 3 clusters Score -1.636618e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -16366699.000000 Penalty: 5740.938477
	Iteration 15Q: 3 clusters Score -1.63667e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -16367255.000000 Penalty: 5740.938477
	Iteration 16Q: 3 clusters Score -1.636726e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -16367834.000000 Penalty: 5740.938477
	Iteration 17Q: 3 clusters Score -1.636783e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -16368456.000000 Penalty: 5740.938477
	Iteration 18Q: 3 clusters Score -1.636846e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -16369336.000000 Penalty: 5740.938477
	Iteration 19Q: 3 clusters Score -1.636934e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -16370278.000000 Penalty: 5740.938477
	Iteration 20F: 3 clusters Score -1.637028e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -16371305.000000 Penalty: 5740.938477
	Iteration 21Q: 3 clusters Score -1.63713e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -16372484.000000 Penalty: 5740.938477
	Iteration 22Q: 3 clusters Score -1.637248e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -16373672.000000 Penalty: 5740.938477
	Iteration 23Q: 3 clusters Score -1.637367e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -16374898.000000 Penalty: 5740.938477
	Iteration 24Q: 3 clusters Score -1.63749e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -16376113.000000 Penalty: 5740.938477
	Iteration 25Q: 3 clusters Score -1.637611e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -16377431.000000 Penalty: 5740.938477
	Iteration 26Q: 3 clusters Score -1.637743e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -16378596.000000 Penalty: 5740.938477
	Iteration 27Q: 3 clusters Score -1.63786e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -16379652.000000 Penalty: 5740.938477
	Iteration 28Q: 3 clusters Score -1.637965e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -16380533.000000 Penalty: 5740.938477
	Iteration 29Q: 3 clusters Score -1.638053e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -16381255.000000 Penalty: 5740.938477
	Iteration 30Q: 3 clusters Score -1.638126e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -16381831.000000 Penalty: 5740.938477
	Iteration 31Q: 3 clusters Score -1.638183e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -16382120.000000 Penalty: 5740.938477
	Iteration 32Q: 3 clusters Score -1.638212e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -16382279.000000 Penalty: 5740.938477
	Iteration 33Q: 3 clusters Score -1.638228e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -16382381.000000 Penalty: 5740.938477
	Iteration 34Q: 3 clusters Score -1.638238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -16382467.000000 Penalty: 5740.938477
	Iteration 35Q: 3 clusters Score -1.638247e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -16382496.000000 Penalty: 5740.938477
	Iteration 36Q: 3 clusters Score -1.63825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -16382512.000000 Penalty: 5740.938477
	Iteration 37Q: 3 clusters Score -1.638251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -16382527.000000 Penalty: 5740.938477
	Iteration 38Q: 3 clusters Score -1.638253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -16382527.000000 Penalty: 5740.938477
	Iteration 39Q: 3 clusters Score -1.638253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -16382539.000000 Penalty: 5740.938477
	Iteration 40F: 3 clusters Score -1.638254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -16382554.000000 Penalty: 5740.938477
	Iteration 41Q: 3 clusters Score -1.638255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -16382553.000000 Penalty: 5740.938477
	Iteration 42Q: 3 clusters Score -1.638255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -16382551.000000 Penalty: 5740.938477
	Iteration 43Q: 3 clusters Score -1.638255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -16382545.000000 Penalty: 5740.938477
	Iteration 44Q: 3 clusters Score -1.638254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -16382542.000000 Penalty: 5740.938477
	Iteration 45Q: 3 clusters Score -1.638254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -16382550.000000 Penalty: 5740.938477
	Iteration 46Q: 3 clusters Score -1.638255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -16382555.000000 Penalty: 5740.938477
	Iteration 47Q: 3 clusters Score -1.638256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -16382554.000000 Penalty: 5740.938477
	Iteration 48Q: 3 clusters Score -1.638255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -16382568.000000 Penalty: 5740.938477
	Iteration 49Q: 3 clusters Score -1.638257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -16382566.000000 Penalty: 5740.938477
	Iteration 50Q: 3 clusters Score -1.638257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -16382566.000000 Penalty: 5740.938477
	Iteration 51F: 3 clusters Score -1.638257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1846143.750000 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -1846144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1837152.750000 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -1837153 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1839819.125000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -1839819 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1840190.125000 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -1840190 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1840514.375000 Penalty: 4654.776367
	Iteration 3F: 3 clusters Score -1840514 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1840831.875000 Penalty: 4654.776367
	Iteration 4Q: 3 clusters Score -1840832 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1841159.375000 Penalty: 4654.776367
	Iteration 5Q: 3 clusters Score -1841159 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1841525.250000 Penalty: 4654.776367
	Iteration 6F: 3 clusters Score -1841525 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1842004.000000 Penalty: 4654.776367
	Iteration 7F: 3 clusters Score -1842004 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1842567.500000 Penalty: 4654.776367
	Iteration 8F: 3 clusters Score -1842568 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1843137.750000 Penalty: 4654.776367
	Iteration 9F: 3 clusters Score -1843138 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1843612.500000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -1843612 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1843904.875000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -1843905 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1844044.750000 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -1844045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1844142.000000 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -1844142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1844227.500000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -1844228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1844286.250000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -1844286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1844323.125000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -1844323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1844336.875000 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -1844337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1844350.500000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -1844350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1844362.625000 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -1844363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1844382.500000 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -1844382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1844396.750000 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -1844397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1844410.500000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -1844410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1844417.250000 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -1844417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1844427.250000 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -1844427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1844433.750000 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -1844434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1844436.625000 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -1844437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1844445.250000 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -1844445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1844446.125000 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -1844446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1844448.125000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -1844448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1844450.000000 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -1844450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1844450.250000 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -1844450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1844453.250000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -1844453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1844456.000000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -1844456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1844455.875000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -1844456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1844458.875000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -1844459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1844457.750000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -1844458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1844457.750000 Penalty: 4654.776367
	Iteration 37F: 3 clusters Score -1844458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -253915.390625 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -253915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251455.218750 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -251455.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -252049.921875 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -252049.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -252244.718750 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -252244.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252352.562500 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -252352.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -252404.140625 Penalty: 3722.996826
	Iteration 4Q: 3 clusters Score -252404.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252449.890625 Penalty: 3722.996826
	Iteration 5Q: 3 clusters Score -252449.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252476.640625 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -252476.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252501.984375 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -252502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -252525.796875 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -252525.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252553.109375 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -252553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252574.812500 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -252574.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -252600.578125 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -252600.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252640.078125 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -252640.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -252699.812500 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -252699.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -252766.125000 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -252766.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -252848.890625 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -252848.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -253029.046875 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -253029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -253187.781250 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -253187.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -253264.578125 Penalty: 3722.996826
	Iteration 18Q: 3 clusters Score -253264.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -253306.531250 Penalty: 3722.996826
	Iteration 19Q: 3 clusters Score -253306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -253327.968750 Penalty: 3722.996826
	Iteration 20F: 3 clusters Score -253328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -253352.781250 Penalty: 3722.996826
	Iteration 21Q: 3 clusters Score -253352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -253364.515625 Penalty: 3722.996826
	Iteration 22Q: 3 clusters Score -253364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -253370.578125 Penalty: 3722.996826
	Iteration 23Q: 3 clusters Score -253370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -253376.265625 Penalty: 3722.996826
	Iteration 24Q: 3 clusters Score -253376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -253377.796875 Penalty: 3722.996826
	Iteration 25Q: 3 clusters Score -253377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -253386.203125 Penalty: 3722.996826
	Iteration 26Q: 3 clusters Score -253386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -253396.468750 Penalty: 3722.996826
	Iteration 27Q: 3 clusters Score -253396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -253405.250000 Penalty: 3722.996826
	Iteration 28Q: 3 clusters Score -253405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -253418.671875 Penalty: 3722.996826
	Iteration 29Q: 3 clusters Score -253418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -253431.000000 Penalty: 3722.996826
	Iteration 30Q: 3 clusters Score -253431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -253439.015625 Penalty: 3722.996826
	Iteration 31Q: 3 clusters Score -253439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -253443.609375 Penalty: 3722.996826
	Iteration 32Q: 3 clusters Score -253443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -253444.234375 Penalty: 3722.996826
	Iteration 33Q: 3 clusters Score -253444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -253444.234375 Penalty: 3722.996826
	Iteration 34F: 3 clusters Score -253444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Entering Unmasked Estep 
Score: -4803531.000000 Penalty: 2565.790039
	Iteration 0F: 2 clusters Score -4803531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4782212.500000 Penalty: 5131.580078
	Iteration 0F: 3 clusters Score -4782212 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4789771.500000 Penalty: 5131.580078
	Iteration 1F: 3 clusters Score -4789772 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4790203.500000 Penalty: 5131.580078
	Iteration 2Q: 3 clusters Score -4790204 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4790559.500000 Penalty: 5131.580078
	Iteration 3Q: 3 clusters Score -4790560 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4790896.500000 Penalty: 5131.580078
	Iteration 4Q: 3 clusters Score -4790896 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4791202.000000 Penalty: 5131.580078
	Iteration 5Q: 3 clusters Score -4791202 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4791532.500000 Penalty: 5131.580078
	Iteration 6Q: 3 clusters Score -4791532 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4791931.000000 Penalty: 5131.580078
	Iteration 7Q: 3 clusters Score -4791931 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4792367.500000 Penalty: 5131.580078
	Iteration 8Q: 3 clusters Score -4792368 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4793012.500000 Penalty: 5131.580078
	Iteration 9Q: 3 clusters Score -4793012 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4793748.500000 Penalty: 5131.580078
	Iteration 10Q: 3 clusters Score -4793748 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4794596.500000 Penalty: 5131.580078
	Iteration 11Q: 3 clusters Score -4794596 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4795487.500000 Penalty: 5131.580078
	Iteration 12Q: 3 clusters Score -4795488 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4796237.500000 Penalty: 5131.580078
	Iteration 13Q: 3 clusters Score -4796238 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4796743.000000 Penalty: 5131.580078
	Iteration 14Q: 3 clusters Score -4796743 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4797075.500000 Penalty: 5131.580078
	Iteration 15Q: 3 clusters Score -4797076 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4797224.000000 Penalty: 5131.580078
	Iteration 16Q: 3 clusters Score -4797224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4797336.000000 Penalty: 5131.580078
	Iteration 17Q: 3 clusters Score -4797336 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4797422.000000 Penalty: 5131.580078
	Iteration 18Q: 3 clusters Score -4797422 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4797442.000000 Penalty: 5131.580078
	Iteration 19Q: 3 clusters Score -4797442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4797499.000000 Penalty: 5131.580078
	Iteration 20F: 3 clusters Score -4797499 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4797504.500000 Penalty: 5131.580078
	Iteration 21Q: 3 clusters Score -4797504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4797537.000000 Penalty: 5131.580078
	Iteration 22Q: 3 clusters Score -4797537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4797583.500000 Penalty: 5131.580078
	Iteration 23Q: 3 clusters Score -4797584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4797582.500000 Penalty: 5131.580078
	Iteration 24Q: 3 clusters Score -4797582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4797588.000000 Penalty: 5131.580078
	Iteration 25Q: 3 clusters Score -4797588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4797588.500000 Penalty: 5131.580078
	Iteration 26Q: 3 clusters Score -4797588 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4797616.000000 Penalty: 5131.580078
	Iteration 27Q: 3 clusters Score -4797616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4797620.500000 Penalty: 5131.580078
	Iteration 28Q: 3 clusters Score -4797620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4797619.000000 Penalty: 5131.580078
	Iteration 29Q: 3 clusters Score -4797619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4797613.500000 Penalty: 5131.580078
	Iteration 30Q: 3 clusters Score -4797614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4797623.000000 Penalty: 5131.580078
	Iteration 31Q: 3 clusters Score -4797623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4797640.500000 Penalty: 5131.580078
	Iteration 32Q: 3 clusters Score -4797640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4797639.000000 Penalty: 5131.580078
	Iteration 33Q: 3 clusters Score -4797639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4797646.500000 Penalty: 5131.580078
	Iteration 34Q: 3 clusters Score -4797646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4797653.500000 Penalty: 5131.580078
	Iteration 35Q: 3 clusters Score -4797654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4797654.000000 Penalty: 5131.580078
	Iteration 36Q: 3 clusters Score -4797654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4797655.000000 Penalty: 5131.580078
	Iteration 37Q: 3 clusters Score -4797655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4797637.500000 Penalty: 5131.580078
	Iteration 38Q: 3 clusters Score -4797638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4797635.000000 Penalty: 5131.580078
	Iteration 39Q: 3 clusters Score -4797635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4797640.000000 Penalty: 5131.580078
	Iteration 40F: 3 clusters Score -4797640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4797634.500000 Penalty: 5131.580078
	Iteration 41Q: 3 clusters Score -4797634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4797641.500000 Penalty: 5131.580078
	Iteration 42Q: 3 clusters Score -4797642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4797654.000000 Penalty: 5131.580078
	Iteration 43Q: 3 clusters Score -4797654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4797651.500000 Penalty: 5131.580078
	Iteration 44Q: 3 clusters Score -4797652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4797655.500000 Penalty: 5131.580078
	Iteration 45Q: 3 clusters Score -4797656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4797664.000000 Penalty: 5131.580078
	Iteration 46Q: 3 clusters Score -4797664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4797666.500000 Penalty: 5131.580078
	Iteration 47Q: 3 clusters Score -4797666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4797661.000000 Penalty: 5131.580078
	Iteration 48Q: 3 clusters Score -4797661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4797662.500000 Penalty: 5131.580078
	Iteration 49Q: 3 clusters Score -4797662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4797668.000000 Penalty: 5131.580078
	Iteration 50Q: 3 clusters Score -4797668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4797674.500000 Penalty: 5131.580078
	Iteration 51Q: 3 clusters Score -4797674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4797663.500000 Penalty: 5131.580078
	Iteration 52Q: 3 clusters Score -4797664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4797672.000000 Penalty: 5131.580078
	Iteration 53Q: 3 clusters Score -4797672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4797688.500000 Penalty: 5131.580078
	Iteration 54Q: 3 clusters Score -4797688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4797696.500000 Penalty: 5131.580078
	Iteration 55Q: 3 clusters Score -4797696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4797692.500000 Penalty: 5131.580078
	Iteration 56Q: 3 clusters Score -4797692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4797705.000000 Penalty: 5131.580078
	Iteration 57Q: 3 clusters Score -4797705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4797725.500000 Penalty: 5131.580078
	Iteration 58Q: 3 clusters Score -4797726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4797739.500000 Penalty: 5131.580078
	Iteration 59Q: 3 clusters Score -4797740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4797753.000000 Penalty: 5131.580078
	Iteration 60F: 3 clusters Score -4797753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4797761.500000 Penalty: 5131.580078
	Iteration 61Q: 3 clusters Score -4797762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4797774.000000 Penalty: 5131.580078
	Iteration 62Q: 3 clusters Score -4797774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4797787.500000 Penalty: 5131.580078
	Iteration 63Q: 3 clusters Score -4797788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4797795.000000 Penalty: 5131.580078
	Iteration 64Q: 3 clusters Score -4797795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4797799.000000 Penalty: 5131.580078
	Iteration 65Q: 3 clusters Score -4797799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4797803.000000 Penalty: 5131.580078
	Iteration 66Q: 3 clusters Score -4797803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4797815.000000 Penalty: 5131.580078
	Iteration 67Q: 3 clusters Score -4797815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4797818.000000 Penalty: 5131.580078
	Iteration 68Q: 3 clusters Score -4797818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4797847.000000 Penalty: 5131.580078
	Iteration 69Q: 3 clusters Score -4797847 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4797861.000000 Penalty: 5131.580078
	Iteration 70Q: 3 clusters Score -4797861 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4797888.000000 Penalty: 5131.580078
	Iteration 71Q: 3 clusters Score -4797888 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4797915.000000 Penalty: 5131.580078
	Iteration 72Q: 3 clusters Score -4797915 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4797944.000000 Penalty: 5131.580078
	Iteration 73Q: 3 clusters Score -4797944 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4797986.000000 Penalty: 5131.580078
	Iteration 74Q: 3 clusters Score -4797986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4798017.500000 Penalty: 5131.580078
	Iteration 75Q: 3 clusters Score -4798018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4798057.000000 Penalty: 5131.580078
	Iteration 76Q: 3 clusters Score -4798057 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4798110.500000 Penalty: 5131.580078
	Iteration 77Q: 3 clusters Score -4798110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4798145.000000 Penalty: 5131.580078
	Iteration 78Q: 3 clusters Score -4798145 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4798224.500000 Penalty: 5131.580078
	Iteration 79Q: 3 clusters Score -4798224 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4798286.000000 Penalty: 5131.580078
	Iteration 80F: 3 clusters Score -4798286 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4798385.000000 Penalty: 5131.580078
	Iteration 81Q: 3 clusters Score -4798385 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4798479.500000 Penalty: 5131.580078
	Iteration 82Q: 3 clusters Score -4798480 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4798593.000000 Penalty: 5131.580078
	Iteration 83Q: 3 clusters Score -4798593 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4798686.000000 Penalty: 5131.580078
	Iteration 84Q: 3 clusters Score -4798686 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4798813.000000 Penalty: 5131.580078
	Iteration 85Q: 3 clusters Score -4798813 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4798985.000000 Penalty: 5131.580078
	Iteration 86Q: 3 clusters Score -4798985 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4799143.000000 Penalty: 5131.580078
	Iteration 87Q: 3 clusters Score -4799143 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4799314.500000 Penalty: 5131.580078
	Iteration 88Q: 3 clusters Score -4799314 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4799488.000000 Penalty: 5131.580078
	Iteration 89Q: 3 clusters Score -4799488 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4799713.000000 Penalty: 5131.580078
	Iteration 90Q: 3 clusters Score -4799713 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4799909.500000 Penalty: 5131.580078
	Iteration 91Q: 3 clusters Score -4799910 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4800133.500000 Penalty: 5131.580078
	Iteration 92Q: 3 clusters Score -4800134 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4800327.000000 Penalty: 5131.580078
	Iteration 93Q: 3 clusters Score -4800327 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4800495.000000 Penalty: 5131.580078
	Iteration 94Q: 3 clusters Score -4800495 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4800641.000000 Penalty: 5131.580078
	Iteration 95Q: 3 clusters Score -4800641 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4800772.000000 Penalty: 5131.580078
	Iteration 96Q: 3 clusters Score -4800772 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4800899.500000 Penalty: 5131.580078
	Iteration 97Q: 3 clusters Score -4800900 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4800980.500000 Penalty: 5131.580078
	Iteration 98Q: 3 clusters Score -4800980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4801017.000000 Penalty: 5131.580078
	Iteration 99Q: 3 clusters Score -4801017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4801080.000000 Penalty: 5131.580078
	Iteration 100F: 3 clusters Score -4801080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4801131.000000 Penalty: 5131.580078
	Iteration 101Q: 3 clusters Score -4801131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4801159.000000 Penalty: 5131.580078
	Iteration 102Q: 3 clusters Score -4801159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4801188.500000 Penalty: 5131.580078
	Iteration 103Q: 3 clusters Score -4801188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4801224.000000 Penalty: 5131.580078
	Iteration 104Q: 3 clusters Score -4801224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4801246.500000 Penalty: 5131.580078
	Iteration 105Q: 3 clusters Score -4801246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4801278.500000 Penalty: 5131.580078
	Iteration 106Q: 3 clusters Score -4801278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4801303.500000 Penalty: 5131.580078
	Iteration 107Q: 3 clusters Score -4801304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4801317.000000 Penalty: 5131.580078
	Iteration 108Q: 3 clusters Score -4801317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4801339.000000 Penalty: 5131.580078
	Iteration 109Q: 3 clusters Score -4801339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4801354.500000 Penalty: 5131.580078
	Iteration 110Q: 3 clusters Score -4801354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4801359.000000 Penalty: 5131.580078
	Iteration 111Q: 3 clusters Score -4801359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4801360.500000 Penalty: 5131.580078
	Iteration 112Q: 3 clusters Score -4801360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4801362.000000 Penalty: 5131.580078
	Iteration 113Q: 3 clusters Score -4801362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4801362.000000 Penalty: 5131.580078
	Iteration 114F: 3 clusters Score -4801362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67505.015625 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67505.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67918.585938 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -67918.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68294.546875 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68294.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68558.078125 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -68558.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68899.023438 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -68899.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69109.867188 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -69109.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69302.109375 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -69302.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69397.648438 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -69397.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69418.921875 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -69418.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69423.046875 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -69423.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69429.000000 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -69429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69429.000000 Penalty: 3118.777832
	Iteration 11F: 3 clusters Score -69429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62496 members 
Mstep: Class 5 contains 106348 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 11 contains 42411 members 
Mstep: Class 12 contains 109565 members 
Mstep: Class 13 contains 29153 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 96909 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 40838 members 
Mstep: Class 19 contains 109050 members 
Mstep: Class 20 contains 51744 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98831 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 180 members 
Entering Unmasked Estep 
Score: -137794816.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137796000.000000 to -137794816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -1333528.000000 Penalty: 2260.557373
	Iteration 0F: 2 clusters Score -1333528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1326441.500000 Penalty: 4521.114746
	Iteration 0F: 3 clusters Score -1326442 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1328526.000000 Penalty: 4521.114746
	Iteration 1F: 3 clusters Score -1328526 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1328933.500000 Penalty: 4521.114746
	Iteration 2F: 3 clusters Score -1328934 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1329291.750000 Penalty: 4521.114746
	Iteration 3F: 3 clusters Score -1329292 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1329647.625000 Penalty: 4521.114746
	Iteration 4F: 3 clusters Score -1329648 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1330001.375000 Penalty: 4521.114746
	Iteration 5F: 3 clusters Score -1330001 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1330327.500000 Penalty: 4521.114746
	Iteration 6F: 3 clusters Score -1330328 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1330602.375000 Penalty: 4521.114746
	Iteration 7Q: 3 clusters Score -1330602 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1330817.000000 Penalty: 4521.114746
	Iteration 8Q: 3 clusters Score -1330817 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1331012.000000 Penalty: 4521.114746
	Iteration 9Q: 3 clusters Score -1331012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1331155.250000 Penalty: 4521.114746
	Iteration 10Q: 3 clusters Score -1331155 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1331289.125000 Penalty: 4521.114746
	Iteration 11Q: 3 clusters Score -1331289 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1331414.625000 Penalty: 4521.114746
	Iteration 12Q: 3 clusters Score -1331415 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1331541.875000 Penalty: 4521.114746
	Iteration 13Q: 3 clusters Score -1331542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1331658.250000 Penalty: 4521.114746
	Iteration 14Q: 3 clusters Score -1331658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1331770.000000 Penalty: 4521.114746
	Iteration 15Q: 3 clusters Score -1331770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1331883.500000 Penalty: 4521.114746
	Iteration 16Q: 3 clusters Score -1331884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1332019.875000 Penalty: 4521.114746
	Iteration 17Q: 3 clusters Score -1332020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1332156.750000 Penalty: 4521.114746
	Iteration 18Q: 3 clusters Score -1332157 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1332242.750000 Penalty: 4521.114746
	Iteration 19Q: 3 clusters Score -1332243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1332301.750000 Penalty: 4521.114746
	Iteration 20F: 3 clusters Score -1332302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1332340.000000 Penalty: 4521.114746
	Iteration 21Q: 3 clusters Score -1332340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1332356.875000 Penalty: 4521.114746
	Iteration 22Q: 3 clusters Score -1332357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1332367.750000 Penalty: 4521.114746
	Iteration 23Q: 3 clusters Score -1332368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1332374.000000 Penalty: 4521.114746
	Iteration 24Q: 3 clusters Score -1332374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1332378.875000 Penalty: 4521.114746
	Iteration 25Q: 3 clusters Score -1332379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1332382.250000 Penalty: 4521.114746
	Iteration 26Q: 3 clusters Score -1332382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1332383.125000 Penalty: 4521.114746
	Iteration 27Q: 3 clusters Score -1332383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1332382.875000 Penalty: 4521.114746
	Iteration 28Q: 3 clusters Score -1332383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1332386.000000 Penalty: 4521.114746
	Iteration 29Q: 3 clusters Score -1332386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1332385.750000 Penalty: 4521.114746
	Iteration 30Q: 3 clusters Score -1332386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1332387.375000 Penalty: 4521.114746
	Iteration 31Q: 3 clusters Score -1332387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1332387.125000 Penalty: 4521.114746
	Iteration 32Q: 3 clusters Score -1332387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1332387.250000 Penalty: 4521.114746
	Iteration 33Q: 3 clusters Score -1332387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1332387.875000 Penalty: 4521.114746
	Iteration 34Q: 3 clusters Score -1332388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1332388.000000 Penalty: 4521.114746
	Iteration 35Q: 3 clusters Score -1332388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1332388.000000 Penalty: 4521.114746
	Iteration 36F: 3 clusters Score -1332388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Entering Unmasked Estep 
Score: -6547170.000000 Penalty: 2642.480469
	Iteration 0F: 2 clusters Score -6547170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -6518422.000000 Penalty: 5284.960938
	Iteration 0F: 3 clusters Score -6518422 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -6529164.500000 Penalty: 5284.960938
	Iteration 1F: 3 clusters Score -6529164 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6529779.500000 Penalty: 5284.960938
	Iteration 2Q: 3 clusters Score -6529780 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -6530284.500000 Penalty: 5284.960938
	Iteration 3Q: 3 clusters Score -6530284 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -6530880.000000 Penalty: 5284.960938
	Iteration 4Q: 3 clusters Score -6530880 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6531561.500000 Penalty: 5284.960938
	Iteration 5Q: 3 clusters Score -6531562 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -6532568.500000 Penalty: 5284.960938
	Iteration 6Q: 3 clusters Score -6532568 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6533864.000000 Penalty: 5284.960938
	Iteration 7F: 3 clusters Score -6533864 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6535524.500000 Penalty: 5284.960938
	Iteration 8F: 3 clusters Score -6535524 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -6537465.000000 Penalty: 5284.960938
	Iteration 9F: 3 clusters Score -6537465 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -6539344.500000 Penalty: 5284.960938
	Iteration 10F: 3 clusters Score -6539344 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6540977.000000 Penalty: 5284.960938
	Iteration 11Q: 3 clusters Score -6540977 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6542159.500000 Penalty: 5284.960938
	Iteration 12Q: 3 clusters Score -6542160 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -6542985.000000 Penalty: 5284.960938
	Iteration 13Q: 3 clusters Score -6542985 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -6543487.500000 Penalty: 5284.960938
	Iteration 14Q: 3 clusters Score -6543488 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -6543851.500000 Penalty: 5284.960938
	Iteration 15Q: 3 clusters Score -6543852 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -6544087.500000 Penalty: 5284.960938
	Iteration 16Q: 3 clusters Score -6544088 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -6544273.000000 Penalty: 5284.960938
	Iteration 17Q: 3 clusters Score -6544273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -6544422.500000 Penalty: 5284.960938
	Iteration 18Q: 3 clusters Score -6544422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -6544539.500000 Penalty: 5284.960938
	Iteration 19Q: 3 clusters Score -6544540 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -6544643.500000 Penalty: 5284.960938
	Iteration 20F: 3 clusters Score -6544644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6544723.500000 Penalty: 5284.960938
	Iteration 21Q: 3 clusters Score -6544724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -6544770.500000 Penalty: 5284.960938
	Iteration 22Q: 3 clusters Score -6544770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -6544832.000000 Penalty: 5284.960938
	Iteration 23Q: 3 clusters Score -6544832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6544880.000000 Penalty: 5284.960938
	Iteration 24Q: 3 clusters Score -6544880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -6544926.500000 Penalty: 5284.960938
	Iteration 25Q: 3 clusters Score -6544926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -6544945.000000 Penalty: 5284.960938
	Iteration 26Q: 3 clusters Score -6544945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6544979.500000 Penalty: 5284.960938
	Iteration 27Q: 3 clusters Score -6544980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -6545012.000000 Penalty: 5284.960938
	Iteration 28Q: 3 clusters Score -6545012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -6545013.500000 Penalty: 5284.960938
	Iteration 29Q: 3 clusters Score -6545014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6545036.000000 Penalty: 5284.960938
	Iteration 30Q: 3 clusters Score -6545036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -6545062.000000 Penalty: 5284.960938
	Iteration 31Q: 3 clusters Score -6545062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6545067.000000 Penalty: 5284.960938
	Iteration 32Q: 3 clusters Score -6545067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -6545073.500000 Penalty: 5284.960938
	Iteration 33Q: 3 clusters Score -6545074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -6545079.000000 Penalty: 5284.960938
	Iteration 34Q: 3 clusters Score -6545079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -6545093.500000 Penalty: 5284.960938
	Iteration 35Q: 3 clusters Score -6545094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -6545080.000000 Penalty: 5284.960938
	Iteration 36Q: 3 clusters Score -6545080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -6545100.000000 Penalty: 5284.960938
	Iteration 37Q: 3 clusters Score -6545100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -6545096.000000 Penalty: 5284.960938
	Iteration 38Q: 3 clusters Score -6545096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -6545097.500000 Penalty: 5284.960938
	Iteration 39Q: 3 clusters Score -6545098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -6545097.000000 Penalty: 5284.960938
	Iteration 40F: 3 clusters Score -6545097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6545102.500000 Penalty: 5284.960938
	Iteration 41Q: 3 clusters Score -6545102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -6545103.000000 Penalty: 5284.960938
	Iteration 42Q: 3 clusters Score -6545103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -6545102.500000 Penalty: 5284.960938
	Iteration 43Q: 3 clusters Score -6545102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -6545107.500000 Penalty: 5284.960938
	Iteration 44Q: 3 clusters Score -6545108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -6545109.500000 Penalty: 5284.960938
	Iteration 45Q: 3 clusters Score -6545110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -6545107.000000 Penalty: 5284.960938
	Iteration 46Q: 3 clusters Score -6545107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -6545116.500000 Penalty: 5284.960938
	Iteration 47Q: 3 clusters Score -6545116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -6545111.000000 Penalty: 5284.960938
	Iteration 48Q: 3 clusters Score -6545111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -6545101.000000 Penalty: 5284.960938
	Iteration 49Q: 3 clusters Score -6545101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -6545105.000000 Penalty: 5284.960938
	Iteration 50Q: 3 clusters Score -6545105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -6545113.500000 Penalty: 5284.960938
	Iteration 51Q: 3 clusters Score -6545114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -6545120.000000 Penalty: 5284.960938
	Iteration 52Q: 3 clusters Score -6545120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -6545123.500000 Penalty: 5284.960938
	Iteration 53Q: 3 clusters Score -6545124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -6545125.000000 Penalty: 5284.960938
	Iteration 54Q: 3 clusters Score -6545125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6545123.500000 Penalty: 5284.960938
	Iteration 55Q: 3 clusters Score -6545124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -6545130.000000 Penalty: 5284.960938
	Iteration 56Q: 3 clusters Score -6545130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -6545126.000000 Penalty: 5284.960938
	Iteration 57Q: 3 clusters Score -6545126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -6545131.000000 Penalty: 5284.960938
	Iteration 58Q: 3 clusters Score -6545131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6545136.500000 Penalty: 5284.960938
	Iteration 59Q: 3 clusters Score -6545136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -6545128.000000 Penalty: 5284.960938
	Iteration 60F: 3 clusters Score -6545128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -6545130.500000 Penalty: 5284.960938
	Iteration 61Q: 3 clusters Score -6545130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6545135.000000 Penalty: 5284.960938
	Iteration 62Q: 3 clusters Score -6545135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -6545131.500000 Penalty: 5284.960938
	Iteration 63Q: 3 clusters Score -6545132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -6545134.500000 Penalty: 5284.960938
	Iteration 64Q: 3 clusters Score -6545134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6545135.500000 Penalty: 5284.960938
	Iteration 65Q: 3 clusters Score -6545136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6545135.500000 Penalty: 5284.960938
	Iteration 66F: 3 clusters Score -6545136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Entering Unmasked Estep 
Score: -16925028.000000 Penalty: 2877.859619
	Iteration 0F: 2 clusters Score -1.692503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -16854798.000000 Penalty: 5755.719238
	Iteration 0F: 3 clusters Score -1.68548e+07 nChanged 51931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -16884944.000000 Penalty: 5755.719238
	Iteration 1F: 3 clusters Score -1.688494e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -16886186.000000 Penalty: 5755.719238
	Iteration 2Q: 3 clusters Score -1.688619e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -16887752.000000 Penalty: 5755.719238
	Iteration 3Q: 3 clusters Score -1.688775e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -16890278.000000 Penalty: 5755.719238
	Iteration 4Q: 3 clusters Score -1.689028e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -16894422.000000 Penalty: 5755.719238
	Iteration 5F: 3 clusters Score -1.689442e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -16901308.000000 Penalty: 5755.719238
	Iteration 6F: 3 clusters Score -1.690131e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -16910274.000000 Penalty: 5755.719238
	Iteration 7F: 3 clusters Score -1.691027e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -16917504.000000 Penalty: 5755.719238
	Iteration 8F: 3 clusters Score -1.69175e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -16921142.000000 Penalty: 5755.719238
	Iteration 9Q: 3 clusters Score -1.692114e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16922098.000000 Penalty: 5755.719238
	Iteration 10Q: 3 clusters Score -1.69221e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16922492.000000 Penalty: 5755.719238
	Iteration 11Q: 3 clusters Score -1.692249e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109160 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16922660.000000 Penalty: 5755.719238
	Iteration 12Q: 3 clusters Score -1.692266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16922698.000000 Penalty: 5755.719238
	Iteration 13Q: 3 clusters Score -1.69227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16922702.000000 Penalty: 5755.719238
	Iteration 14Q: 3 clusters Score -1.69227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16922726.000000 Penalty: 5755.719238
	Iteration 15Q: 3 clusters Score -1.692273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16922746.000000 Penalty: 5755.719238
	Iteration 16Q: 3 clusters Score -1.692275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16922734.000000 Penalty: 5755.719238
	Iteration 17Q: 3 clusters Score -1.692273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16922754.000000 Penalty: 5755.719238
	Iteration 18Q: 3 clusters Score -1.692275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16922742.000000 Penalty: 5755.719238
	Iteration 19Q: 3 clusters Score -1.692274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16922754.000000 Penalty: 5755.719238
	Iteration 20F: 3 clusters Score -1.692275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16922752.000000 Penalty: 5755.719238
	Iteration 21Q: 3 clusters Score -1.692275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16922748.000000 Penalty: 5755.719238
	Iteration 22Q: 3 clusters Score -1.692275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16922756.000000 Penalty: 5755.719238
	Iteration 23Q: 3 clusters Score -1.692276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16922754.000000 Penalty: 5755.719238
	Iteration 24Q: 3 clusters Score -1.692275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16922754.000000 Penalty: 5755.719238
	Iteration 25F: 3 clusters Score -1.692275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Entering Unmasked Estep 
Score: -4373157.000000 Penalty: 2549.517822
	Iteration 0F: 2 clusters Score -4373157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4353048.500000 Penalty: 5099.035645
	Iteration 0F: 3 clusters Score -4353048 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4360319.000000 Penalty: 5099.035645
	Iteration 1F: 3 clusters Score -4360319 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4360764.000000 Penalty: 5099.035645
	Iteration 2Q: 3 clusters Score -4360764 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4361196.000000 Penalty: 5099.035645
	Iteration 3Q: 3 clusters Score -4361196 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4361678.500000 Penalty: 5099.035645
	Iteration 4Q: 3 clusters Score -4361678 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4362126.000000 Penalty: 5099.035645
	Iteration 5Q: 3 clusters Score -4362126 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4362704.500000 Penalty: 5099.035645
	Iteration 6Q: 3 clusters Score -4362704 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4363352.000000 Penalty: 5099.035645
	Iteration 7Q: 3 clusters Score -4363352 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4364027.500000 Penalty: 5099.035645
	Iteration 8Q: 3 clusters Score -4364028 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4364701.000000 Penalty: 5099.035645
	Iteration 9Q: 3 clusters Score -4364701 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4365308.500000 Penalty: 5099.035645
	Iteration 10Q: 3 clusters Score -4365308 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4365761.000000 Penalty: 5099.035645
	Iteration 11Q: 3 clusters Score -4365761 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4366073.000000 Penalty: 5099.035645
	Iteration 12Q: 3 clusters Score -4366073 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4366292.500000 Penalty: 5099.035645
	Iteration 13Q: 3 clusters Score -4366292 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4366466.000000 Penalty: 5099.035645
	Iteration 14Q: 3 clusters Score -4366466 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4366629.000000 Penalty: 5099.035645
	Iteration 15Q: 3 clusters Score -4366629 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4366754.500000 Penalty: 5099.035645
	Iteration 16Q: 3 clusters Score -4366754 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4366858.500000 Penalty: 5099.035645
	Iteration 17Q: 3 clusters Score -4366858 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4366934.000000 Penalty: 5099.035645
	Iteration 18Q: 3 clusters Score -4366934 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4367051.000000 Penalty: 5099.035645
	Iteration 19Q: 3 clusters Score -4367051 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4367133.000000 Penalty: 5099.035645
	Iteration 20F: 3 clusters Score -4367133 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4367205.000000 Penalty: 5099.035645
	Iteration 21Q: 3 clusters Score -4367205 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4367303.500000 Penalty: 5099.035645
	Iteration 22Q: 3 clusters Score -4367304 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4367418.000000 Penalty: 5099.035645
	Iteration 23Q: 3 clusters Score -4367418 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4367549.000000 Penalty: 5099.035645
	Iteration 24Q: 3 clusters Score -4367549 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -4367673.000000 Penalty: 5099.035645
	Iteration 25Q: 3 clusters Score -4367673 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4367818.500000 Penalty: 5099.035645
	Iteration 26Q: 3 clusters Score -4367818 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4367968.500000 Penalty: 5099.035645
	Iteration 27Q: 3 clusters Score -4367968 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4368120.500000 Penalty: 5099.035645
	Iteration 28Q: 3 clusters Score -4368120 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4368243.500000 Penalty: 5099.035645
	Iteration 29Q: 3 clusters Score -4368244 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4368418.000000 Penalty: 5099.035645
	Iteration 30Q: 3 clusters Score -4368418 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4368603.500000 Penalty: 5099.035645
	Iteration 31Q: 3 clusters Score -4368604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4368803.500000 Penalty: 5099.035645
	Iteration 32Q: 3 clusters Score -4368804 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4369003.000000 Penalty: 5099.035645
	Iteration 33Q: 3 clusters Score -4369003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4369231.000000 Penalty: 5099.035645
	Iteration 34Q: 3 clusters Score -4369231 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4369456.500000 Penalty: 5099.035645
	Iteration 35Q: 3 clusters Score -4369456 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4369698.000000 Penalty: 5099.035645
	Iteration 36Q: 3 clusters Score -4369698 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4369911.000000 Penalty: 5099.035645
	Iteration 37Q: 3 clusters Score -4369911 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4370099.000000 Penalty: 5099.035645
	Iteration 38Q: 3 clusters Score -4370099 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -4370251.500000 Penalty: 5099.035645
	Iteration 39Q: 3 clusters Score -4370252 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4370384.000000 Penalty: 5099.035645
	Iteration 40F: 3 clusters Score -4370384 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4370489.000000 Penalty: 5099.035645
	Iteration 41Q: 3 clusters Score -4370489 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4370605.500000 Penalty: 5099.035645
	Iteration 42Q: 3 clusters Score -4370606 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4370678.000000 Penalty: 5099.035645
	Iteration 43Q: 3 clusters Score -4370678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4370753.000000 Penalty: 5099.035645
	Iteration 44Q: 3 clusters Score -4370753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4370814.000000 Penalty: 5099.035645
	Iteration 45Q: 3 clusters Score -4370814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4370854.500000 Penalty: 5099.035645
	Iteration 46Q: 3 clusters Score -4370854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4370877.000000 Penalty: 5099.035645
	Iteration 47Q: 3 clusters Score -4370877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4370900.000000 Penalty: 5099.035645
	Iteration 48Q: 3 clusters Score -4370900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4370932.500000 Penalty: 5099.035645
	Iteration 49Q: 3 clusters Score -4370932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4370966.000000 Penalty: 5099.035645
	Iteration 50Q: 3 clusters Score -4370966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4370985.500000 Penalty: 5099.035645
	Iteration 51Q: 3 clusters Score -4370986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4370999.500000 Penalty: 5099.035645
	Iteration 52Q: 3 clusters Score -4371000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4371020.500000 Penalty: 5099.035645
	Iteration 53Q: 3 clusters Score -4371020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4371029.000000 Penalty: 5099.035645
	Iteration 54Q: 3 clusters Score -4371029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4371033.500000 Penalty: 5099.035645
	Iteration 55Q: 3 clusters Score -4371034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -4371045.500000 Penalty: 5099.035645
	Iteration 56Q: 3 clusters Score -4371046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4371045.500000 Penalty: 5099.035645
	Iteration 57Q: 3 clusters Score -4371046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4371052.500000 Penalty: 5099.035645
	Iteration 58Q: 3 clusters Score -4371052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4371059.000000 Penalty: 5099.035645
	Iteration 59Q: 3 clusters Score -4371059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4371058.000000 Penalty: 5099.035645
	Iteration 60F: 3 clusters Score -4371058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -4371059.000000 Penalty: 5099.035645
	Iteration 61Q: 3 clusters Score -4371059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4371060.500000 Penalty: 5099.035645
	Iteration 62Q: 3 clusters Score -4371060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -4371057.000000 Penalty: 5099.035645
	Iteration 63Q: 3 clusters Score -4371057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4371066.500000 Penalty: 5099.035645
	Iteration 64Q: 3 clusters Score -4371066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -4371066.000000 Penalty: 5099.035645
	Iteration 65Q: 3 clusters Score -4371066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4371066.500000 Penalty: 5099.035645
	Iteration 66Q: 3 clusters Score -4371066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4371063.500000 Penalty: 5099.035645
	Iteration 67Q: 3 clusters Score -4371064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -4371067.000000 Penalty: 5099.035645
	Iteration 68Q: 3 clusters Score -4371067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4371066.500000 Penalty: 5099.035645
	Iteration 69Q: 3 clusters Score -4371066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4371066.500000 Penalty: 5099.035645
	Iteration 70Q: 3 clusters Score -4371066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4371065.500000 Penalty: 5099.035645
	Iteration 71Q: 3 clusters Score -4371066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4371065.000000 Penalty: 5099.035645
	Iteration 72Q: 3 clusters Score -4371065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4371065.000000 Penalty: 5099.035645
	Iteration 73F: 3 clusters Score -4371065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -800310.500000 Penalty: 2132.678467
	Iteration 0F: 2 clusters Score -800310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -795565.000000 Penalty: 4265.356934
	Iteration 0F: 3 clusters Score -795565 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -796686.375000 Penalty: 4265.356934
	Iteration 1F: 3 clusters Score -796686.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -797011.562500 Penalty: 4265.356934
	Iteration 2F: 3 clusters Score -797011.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -797362.750000 Penalty: 4265.356934
	Iteration 3F: 3 clusters Score -797362.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -797705.375000 Penalty: 4265.356934
	Iteration 4F: 3 clusters Score -797705.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -798026.312500 Penalty: 4265.356934
	Iteration 5F: 3 clusters Score -798026.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -798316.625000 Penalty: 4265.356934
	Iteration 6F: 3 clusters Score -798316.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -798520.750000 Penalty: 4265.356934
	Iteration 7Q: 3 clusters Score -798520.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -798679.375000 Penalty: 4265.356934
	Iteration 8Q: 3 clusters Score -798679.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -798789.875000 Penalty: 4265.356934
	Iteration 9Q: 3 clusters Score -798789.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -798874.812500 Penalty: 4265.356934
	Iteration 10Q: 3 clusters Score -798874.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -798930.062500 Penalty: 4265.356934
	Iteration 11Q: 3 clusters Score -798930.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -798961.500000 Penalty: 4265.356934
	Iteration 12Q: 3 clusters Score -798961.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -798988.250000 Penalty: 4265.356934
	Iteration 13Q: 3 clusters Score -798988.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -799005.562500 Penalty: 4265.356934
	Iteration 14Q: 3 clusters Score -799005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -799018.875000 Penalty: 4265.356934
	Iteration 15Q: 3 clusters Score -799018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -799022.937500 Penalty: 4265.356934
	Iteration 16Q: 3 clusters Score -799022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -799027.125000 Penalty: 4265.356934
	Iteration 17Q: 3 clusters Score -799027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -799034.062500 Penalty: 4265.356934
	Iteration 18Q: 3 clusters Score -799034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799036.062500 Penalty: 4265.356934
	Iteration 19Q: 3 clusters Score -799036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -799040.500000 Penalty: 4265.356934
	Iteration 20F: 3 clusters Score -799040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -799044.000000 Penalty: 4265.356934
	Iteration 21Q: 3 clusters Score -799044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -799045.312500 Penalty: 4265.356934
	Iteration 22Q: 3 clusters Score -799045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -799047.937500 Penalty: 4265.356934
	Iteration 23Q: 3 clusters Score -799047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -799047.937500 Penalty: 4265.356934
	Iteration 24F: 3 clusters Score -799047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Entering Unmasked Estep 
Score: -14943478.000000 Penalty: 2847.418701
	Iteration 0F: 2 clusters Score -1.494348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -14880264.000000 Penalty: 5694.837402
	Iteration 0F: 3 clusters Score -1.488026e+07 nChanged 45795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -14906535.000000 Penalty: 5694.837402
	Iteration 1F: 3 clusters Score -1.490654e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -14907413.000000 Penalty: 5694.837402
	Iteration 2Q: 3 clusters Score -1.490741e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -14908400.000000 Penalty: 5694.837402
	Iteration 3Q: 3 clusters Score -1.49084e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -14909480.000000 Penalty: 5694.837402
	Iteration 4Q: 3 clusters Score -1.490948e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -14911048.000000 Penalty: 5694.837402
	Iteration 5Q: 3 clusters Score -1.491105e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -14913190.000000 Penalty: 5694.837402
	Iteration 6Q: 3 clusters Score -1.491319e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -14916281.000000 Penalty: 5694.837402
	Iteration 7F: 3 clusters Score -1.491628e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -14920080.000000 Penalty: 5694.837402
	Iteration 8F: 3 clusters Score -1.492008e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -14924294.000000 Penalty: 5694.837402
	Iteration 9F: 3 clusters Score -1.492429e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -14927553.000000 Penalty: 5694.837402
	Iteration 10F: 3 clusters Score -1.492755e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -14929393.000000 Penalty: 5694.837402
	Iteration 11Q: 3 clusters Score -1.492939e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -14930456.000000 Penalty: 5694.837402
	Iteration 12Q: 3 clusters Score -1.493046e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -14931314.000000 Penalty: 5694.837402
	Iteration 13Q: 3 clusters Score -1.493131e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -14932232.000000 Penalty: 5694.837402
	Iteration 14Q: 3 clusters Score -1.493223e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -14933205.000000 Penalty: 5694.837402
	Iteration 15Q: 3 clusters Score -1.49332e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -14934294.000000 Penalty: 5694.837402
	Iteration 16Q: 3 clusters Score -1.493429e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -14935322.000000 Penalty: 5694.837402
	Iteration 17Q: 3 clusters Score -1.493532e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -14936228.000000 Penalty: 5694.837402
	Iteration 18Q: 3 clusters Score -1.493623e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -14937131.000000 Penalty: 5694.837402
	Iteration 19Q: 3 clusters Score -1.493713e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -14937905.000000 Penalty: 5694.837402
	Iteration 20F: 3 clusters Score -1.49379e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -14938514.000000 Penalty: 5694.837402
	Iteration 21Q: 3 clusters Score -1.493851e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -14939064.000000 Penalty: 5694.837402
	Iteration 22Q: 3 clusters Score -1.493906e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -14939469.000000 Penalty: 5694.837402
	Iteration 23Q: 3 clusters Score -1.493947e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -14939851.000000 Penalty: 5694.837402
	Iteration 24Q: 3 clusters Score -1.493985e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -14940114.000000 Penalty: 5694.837402
	Iteration 25Q: 3 clusters Score -1.494011e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -14940319.000000 Penalty: 5694.837402
	Iteration 26Q: 3 clusters Score -1.494032e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -14940563.000000 Penalty: 5694.837402
	Iteration 27Q: 3 clusters Score -1.494056e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -14940677.000000 Penalty: 5694.837402
	Iteration 28Q: 3 clusters Score -1.494068e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -14940780.000000 Penalty: 5694.837402
	Iteration 29Q: 3 clusters Score -1.494078e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -14940918.000000 Penalty: 5694.837402
	Iteration 30Q: 3 clusters Score -1.494092e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -14941071.000000 Penalty: 5694.837402
	Iteration 31Q: 3 clusters Score -1.494107e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -14941164.000000 Penalty: 5694.837402
	Iteration 32Q: 3 clusters Score -1.494116e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -14941303.000000 Penalty: 5694.837402
	Iteration 33Q: 3 clusters Score -1.49413e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -14941396.000000 Penalty: 5694.837402
	Iteration 34Q: 3 clusters Score -1.49414e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -14941495.000000 Penalty: 5694.837402
	Iteration 35Q: 3 clusters Score -1.49415e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -14941523.000000 Penalty: 5694.837402
	Iteration 36Q: 3 clusters Score -1.494152e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -14941657.000000 Penalty: 5694.837402
	Iteration 37Q: 3 clusters Score -1.494166e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -14941732.000000 Penalty: 5694.837402
	Iteration 38Q: 3 clusters Score -1.494173e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -14941841.000000 Penalty: 5694.837402
	Iteration 39Q: 3 clusters Score -1.494184e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -14941951.000000 Penalty: 5694.837402
	Iteration 40F: 3 clusters Score -1.494195e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -14942022.000000 Penalty: 5694.837402
	Iteration 41Q: 3 clusters Score -1.494202e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -14942107.000000 Penalty: 5694.837402
	Iteration 42Q: 3 clusters Score -1.494211e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -14942147.000000 Penalty: 5694.837402
	Iteration 43Q: 3 clusters Score -1.494215e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -14942174.000000 Penalty: 5694.837402
	Iteration 44Q: 3 clusters Score -1.494217e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14942221.000000 Penalty: 5694.837402
	Iteration 45Q: 3 clusters Score -1.494222e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -14942294.000000 Penalty: 5694.837402
	Iteration 46Q: 3 clusters Score -1.494229e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -14942350.000000 Penalty: 5694.837402
	Iteration 47Q: 3 clusters Score -1.494235e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -14942374.000000 Penalty: 5694.837402
	Iteration 48Q: 3 clusters Score -1.494237e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -14942418.000000 Penalty: 5694.837402
	Iteration 49Q: 3 clusters Score -1.494242e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -14942422.000000 Penalty: 5694.837402
	Iteration 50Q: 3 clusters Score -1.494242e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -14942432.000000 Penalty: 5694.837402
	Iteration 51Q: 3 clusters Score -1.494243e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -14942454.000000 Penalty: 5694.837402
	Iteration 52Q: 3 clusters Score -1.494245e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -14942445.000000 Penalty: 5694.837402
	Iteration 53Q: 3 clusters Score -1.494244e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -14942456.000000 Penalty: 5694.837402
	Iteration 54Q: 3 clusters Score -1.494246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14942478.000000 Penalty: 5694.837402
	Iteration 55Q: 3 clusters Score -1.494248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14942454.000000 Penalty: 5694.837402
	Iteration 56Q: 3 clusters Score -1.494245e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14942453.000000 Penalty: 5694.837402
	Iteration 57Q: 3 clusters Score -1.494245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -14942440.000000 Penalty: 5694.837402
	Iteration 58Q: 3 clusters Score -1.494244e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -14942444.000000 Penalty: 5694.837402
	Iteration 59Q: 3 clusters Score -1.494244e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -14942469.000000 Penalty: 5694.837402
	Iteration 60F: 3 clusters Score -1.494247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -14942442.000000 Penalty: 5694.837402
	Iteration 61Q: 3 clusters Score -1.494244e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -14942454.000000 Penalty: 5694.837402
	Iteration 62Q: 3 clusters Score -1.494245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14942463.000000 Penalty: 5694.837402
	Iteration 63Q: 3 clusters Score -1.494246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -14942472.000000 Penalty: 5694.837402
	Iteration 64Q: 3 clusters Score -1.494247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14942479.000000 Penalty: 5694.837402
	Iteration 65Q: 3 clusters Score -1.494248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14942466.000000 Penalty: 5694.837402
	Iteration 66Q: 3 clusters Score -1.494247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -14942466.000000 Penalty: 5694.837402
	Iteration 67Q: 3 clusters Score -1.494247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -14942482.000000 Penalty: 5694.837402
	Iteration 68Q: 3 clusters Score -1.494248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -14942479.000000 Penalty: 5694.837402
	Iteration 69Q: 3 clusters Score -1.494248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14942483.000000 Penalty: 5694.837402
	Iteration 70Q: 3 clusters Score -1.494248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14942481.000000 Penalty: 5694.837402
	Iteration 71Q: 3 clusters Score -1.494248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14942472.000000 Penalty: 5694.837402
	Iteration 72Q: 3 clusters Score -1.494247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -14942502.000000 Penalty: 5694.837402
	Iteration 73Q: 3 clusters Score -1.49425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -14942492.000000 Penalty: 5694.837402
	Iteration 74Q: 3 clusters Score -1.494249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -14942484.000000 Penalty: 5694.837402
	Iteration 75Q: 3 clusters Score -1.494248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14942474.000000 Penalty: 5694.837402
	Iteration 76Q: 3 clusters Score -1.494247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -14942471.000000 Penalty: 5694.837402
	Iteration 77Q: 3 clusters Score -1.494247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -14942491.000000 Penalty: 5694.837402
	Iteration 78Q: 3 clusters Score -1.494249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -14942500.000000 Penalty: 5694.837402
	Iteration 79Q: 3 clusters Score -1.49425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14942505.000000 Penalty: 5694.837402
	Iteration 80F: 3 clusters Score -1.49425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -14942500.000000 Penalty: 5694.837402
	Iteration 81Q: 3 clusters Score -1.49425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14942511.000000 Penalty: 5694.837402
	Iteration 82Q: 3 clusters Score -1.494251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14942505.000000 Penalty: 5694.837402
	Iteration 83Q: 3 clusters Score -1.49425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14942507.000000 Penalty: 5694.837402
	Iteration 84Q: 3 clusters Score -1.494251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14942500.000000 Penalty: 5694.837402
	Iteration 85Q: 3 clusters Score -1.49425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -14942501.000000 Penalty: 5694.837402
	Iteration 86Q: 3 clusters Score -1.49425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14942499.000000 Penalty: 5694.837402
	Iteration 87Q: 3 clusters Score -1.49425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14942499.000000 Penalty: 5694.837402
	Iteration 88F: 3 clusters Score -1.49425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38959.972656 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38959.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39311.046875 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39311.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39432.351562 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39432.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39553.726562 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -39553.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39705.507812 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39705.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39802.882812 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39802.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39909.355469 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39909.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39941.550781 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39941.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39954.527344 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39954.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39961.472656 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -39961.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39962.410156 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -39962.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39962.410156 Penalty: 2886.761230
	Iteration 11F: 3 clusters Score -39962.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Entering Unmasked Estep 
Score: -9088965.000000 Penalty: 2721.375488
	Iteration 0F: 2 clusters Score -9088965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -9050109.000000 Penalty: 5442.750977
	Iteration 0F: 3 clusters Score -9050109 nChanged 26936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -9064979.000000 Penalty: 5442.750977
	Iteration 1F: 3 clusters Score -9064979 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -9065536.000000 Penalty: 5442.750977
	Iteration 2Q: 3 clusters Score -9065536 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -9065992.000000 Penalty: 5442.750977
	Iteration 3Q: 3 clusters Score -9065992 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -9066676.000000 Penalty: 5442.750977
	Iteration 4Q: 3 clusters Score -9066676 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -9067368.000000 Penalty: 5442.750977
	Iteration 5Q: 3 clusters Score -9067368 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -9068361.000000 Penalty: 5442.750977
	Iteration 6Q: 3 clusters Score -9068361 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -9069819.000000 Penalty: 5442.750977
	Iteration 7Q: 3 clusters Score -9069819 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -9071964.000000 Penalty: 5442.750977
	Iteration 8F: 3 clusters Score -9071964 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -9074871.000000 Penalty: 5442.750977
	Iteration 9F: 3 clusters Score -9074871 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -9077977.000000 Penalty: 5442.750977
	Iteration 10F: 3 clusters Score -9077977 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -9080763.000000 Penalty: 5442.750977
	Iteration 11F: 3 clusters Score -9080763 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -9082913.000000 Penalty: 5442.750977
	Iteration 12Q: 3 clusters Score -9082913 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -9084230.000000 Penalty: 5442.750977
	Iteration 13Q: 3 clusters Score -9084230 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -9085081.000000 Penalty: 5442.750977
	Iteration 14Q: 3 clusters Score -9085081 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -9085542.000000 Penalty: 5442.750977
	Iteration 15Q: 3 clusters Score -9085542 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -9085885.000000 Penalty: 5442.750977
	Iteration 16Q: 3 clusters Score -9085885 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -9086149.000000 Penalty: 5442.750977
	Iteration 17Q: 3 clusters Score -9086149 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -9086277.000000 Penalty: 5442.750977
	Iteration 18Q: 3 clusters Score -9086277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -9086351.000000 Penalty: 5442.750977
	Iteration 19Q: 3 clusters Score -9086351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -9086407.000000 Penalty: 5442.750977
	Iteration 20F: 3 clusters Score -9086407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -9086446.000000 Penalty: 5442.750977
	Iteration 21Q: 3 clusters Score -9086446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -9086472.000000 Penalty: 5442.750977
	Iteration 22Q: 3 clusters Score -9086472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -9086489.000000 Penalty: 5442.750977
	Iteration 23Q: 3 clusters Score -9086489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -9086501.000000 Penalty: 5442.750977
	Iteration 24Q: 3 clusters Score -9086501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -9086512.000000 Penalty: 5442.750977
	Iteration 25Q: 3 clusters Score -9086512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -9086528.000000 Penalty: 5442.750977
	Iteration 26Q: 3 clusters Score -9086528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -9086536.000000 Penalty: 5442.750977
	Iteration 27Q: 3 clusters Score -9086536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -9086533.000000 Penalty: 5442.750977
	Iteration 28Q: 3 clusters Score -9086533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -9086544.000000 Penalty: 5442.750977
	Iteration 29Q: 3 clusters Score -9086544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -9086559.000000 Penalty: 5442.750977
	Iteration 30Q: 3 clusters Score -9086559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -9086569.000000 Penalty: 5442.750977
	Iteration 31Q: 3 clusters Score -9086569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -9086574.000000 Penalty: 5442.750977
	Iteration 32Q: 3 clusters Score -9086574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -9086579.000000 Penalty: 5442.750977
	Iteration 33Q: 3 clusters Score -9086579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -9086577.000000 Penalty: 5442.750977
	Iteration 34Q: 3 clusters Score -9086577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -9086583.000000 Penalty: 5442.750977
	Iteration 35Q: 3 clusters Score -9086583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -9086585.000000 Penalty: 5442.750977
	Iteration 36Q: 3 clusters Score -9086585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -9086597.000000 Penalty: 5442.750977
	Iteration 37Q: 3 clusters Score -9086597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -9086591.000000 Penalty: 5442.750977
	Iteration 38Q: 3 clusters Score -9086591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -9086591.000000 Penalty: 5442.750977
	Iteration 39F: 3 clusters Score -9086591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Entering Unmasked Estep 
Score: -6133635.500000 Penalty: 2633.107422
	Iteration 0F: 2 clusters Score -6133636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -6105998.000000 Penalty: 5266.214844
	Iteration 0F: 3 clusters Score -6105998 nChanged 18824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -6116432.500000 Penalty: 5266.214844
	Iteration 1F: 3 clusters Score -6116432 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6117241.500000 Penalty: 5266.214844
	Iteration 2Q: 3 clusters Score -6117242 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -6118287.000000 Penalty: 5266.214844
	Iteration 3F: 3 clusters Score -6118287 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6119854.000000 Penalty: 5266.214844
	Iteration 4F: 3 clusters Score -6119854 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -6122094.000000 Penalty: 5266.214844
	Iteration 5F: 3 clusters Score -6122094 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6124693.000000 Penalty: 5266.214844
	Iteration 6F: 3 clusters Score -6124693 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6126855.000000 Penalty: 5266.214844
	Iteration 7F: 3 clusters Score -6126855 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -6128384.000000 Penalty: 5266.214844
	Iteration 8F: 3 clusters Score -6128384 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6129378.000000 Penalty: 5266.214844
	Iteration 9Q: 3 clusters Score -6129378 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6130001.500000 Penalty: 5266.214844
	Iteration 10Q: 3 clusters Score -6130002 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6130438.500000 Penalty: 5266.214844
	Iteration 11Q: 3 clusters Score -6130438 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6130812.500000 Penalty: 5266.214844
	Iteration 12Q: 3 clusters Score -6130812 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6131199.500000 Penalty: 5266.214844
	Iteration 13Q: 3 clusters Score -6131200 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6131500.500000 Penalty: 5266.214844
	Iteration 14Q: 3 clusters Score -6131500 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6131684.500000 Penalty: 5266.214844
	Iteration 15Q: 3 clusters Score -6131684 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6131853.500000 Penalty: 5266.214844
	Iteration 16Q: 3 clusters Score -6131854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6131942.500000 Penalty: 5266.214844
	Iteration 17Q: 3 clusters Score -6131942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6132005.000000 Penalty: 5266.214844
	Iteration 18Q: 3 clusters Score -6132005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6132062.500000 Penalty: 5266.214844
	Iteration 19Q: 3 clusters Score -6132062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6132079.000000 Penalty: 5266.214844
	Iteration 20F: 3 clusters Score -6132079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6132088.500000 Penalty: 5266.214844
	Iteration 21Q: 3 clusters Score -6132088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6132113.000000 Penalty: 5266.214844
	Iteration 22Q: 3 clusters Score -6132113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6132128.500000 Penalty: 5266.214844
	Iteration 23Q: 3 clusters Score -6132128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6132135.000000 Penalty: 5266.214844
	Iteration 24Q: 3 clusters Score -6132135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6132144.500000 Penalty: 5266.214844
	Iteration 25Q: 3 clusters Score -6132144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6132152.000000 Penalty: 5266.214844
	Iteration 26Q: 3 clusters Score -6132152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6132163.500000 Penalty: 5266.214844
	Iteration 27Q: 3 clusters Score -6132164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6132168.000000 Penalty: 5266.214844
	Iteration 28Q: 3 clusters Score -6132168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6132176.000000 Penalty: 5266.214844
	Iteration 29Q: 3 clusters Score -6132176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6132172.500000 Penalty: 5266.214844
	Iteration 30Q: 3 clusters Score -6132172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6132181.000000 Penalty: 5266.214844
	Iteration 31Q: 3 clusters Score -6132181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6132190.000000 Penalty: 5266.214844
	Iteration 32Q: 3 clusters Score -6132190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6132193.500000 Penalty: 5266.214844
	Iteration 33Q: 3 clusters Score -6132194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6132192.000000 Penalty: 5266.214844
	Iteration 34Q: 3 clusters Score -6132192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6132190.000000 Penalty: 5266.214844
	Iteration 35Q: 3 clusters Score -6132190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6132190.000000 Penalty: 5266.214844
	Iteration 36F: 3 clusters Score -6132190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Entering Unmasked Estep 
Score: -16767942.000000 Penalty: 2876.691406
	Iteration 0F: 2 clusters Score -1.676794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -16697438.000000 Penalty: 5753.382812
	Iteration 0F: 3 clusters Score -1.669744e+07 nChanged 51748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -16726461.000000 Penalty: 5753.382812
	Iteration 1F: 3 clusters Score -1.672646e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -16727171.000000 Penalty: 5753.382812
	Iteration 2Q: 3 clusters Score -1.672717e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -16727876.000000 Penalty: 5753.382812
	Iteration 3Q: 3 clusters Score -1.672788e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -16728542.000000 Penalty: 5753.382812
	Iteration 4Q: 3 clusters Score -1.672854e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -16729283.000000 Penalty: 5753.382812
	Iteration 5Q: 3 clusters Score -1.672928e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -16730389.000000 Penalty: 5753.382812
	Iteration 6Q: 3 clusters Score -1.673039e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -16732032.000000 Penalty: 5753.382812
	Iteration 7Q: 3 clusters Score -1.673203e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -16735199.000000 Penalty: 5753.382812
	Iteration 8F: 3 clusters Score -1.67352e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -16740585.000000 Penalty: 5753.382812
	Iteration 9F: 3 clusters Score -1.674058e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -16748518.000000 Penalty: 5753.382812
	Iteration 10F: 3 clusters Score -1.674852e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -16756678.000000 Penalty: 5753.382812
	Iteration 11F: 3 clusters Score -1.675668e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -16761893.000000 Penalty: 5753.382812
	Iteration 12F: 3 clusters Score -1.676189e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -16764171.000000 Penalty: 5753.382812
	Iteration 13Q: 3 clusters Score -1.676417e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16764978.000000 Penalty: 5753.382812
	Iteration 14Q: 3 clusters Score -1.676498e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16765239.000000 Penalty: 5753.382812
	Iteration 15Q: 3 clusters Score -1.676524e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16765328.000000 Penalty: 5753.382812
	Iteration 16Q: 3 clusters Score -1.676533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16765409.000000 Penalty: 5753.382812
	Iteration 17Q: 3 clusters Score -1.676541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16765454.000000 Penalty: 5753.382812
	Iteration 18Q: 3 clusters Score -1.676545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16765498.000000 Penalty: 5753.382812
	Iteration 19Q: 3 clusters Score -1.67655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16765506.000000 Penalty: 5753.382812
	Iteration 20F: 3 clusters Score -1.676551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16765510.000000 Penalty: 5753.382812
	Iteration 21Q: 3 clusters Score -1.676551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16765521.000000 Penalty: 5753.382812
	Iteration 22Q: 3 clusters Score -1.676552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16765537.000000 Penalty: 5753.382812
	Iteration 23Q: 3 clusters Score -1.676554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16765544.000000 Penalty: 5753.382812
	Iteration 24Q: 3 clusters Score -1.676554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16765542.000000 Penalty: 5753.382812
	Iteration 25Q: 3 clusters Score -1.676554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16765541.000000 Penalty: 5753.382812
	Iteration 26Q: 3 clusters Score -1.676554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16765537.000000 Penalty: 5753.382812
	Iteration 27Q: 3 clusters Score -1.676554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16765535.000000 Penalty: 5753.382812
	Iteration 28Q: 3 clusters Score -1.676554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16765538.000000 Penalty: 5753.382812
	Iteration 29Q: 3 clusters Score -1.676554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16765542.000000 Penalty: 5753.382812
	Iteration 30Q: 3 clusters Score -1.676554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16765544.000000 Penalty: 5753.382812
	Iteration 31Q: 3 clusters Score -1.676554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16765544.000000 Penalty: 5753.382812
	Iteration 32F: 3 clusters Score -1.676554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Entering Unmasked Estep 
Score: -7797242.000000 Penalty: 2691.807861
	Iteration 0F: 2 clusters Score -7797242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -7762378.500000 Penalty: 5383.615723
	Iteration 0F: 3 clusters Score -7762378 nChanged 23985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7775975.500000 Penalty: 5383.615723
	Iteration 1F: 3 clusters Score -7775976 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -7776986.500000 Penalty: 5383.615723
	Iteration 2Q: 3 clusters Score -7776986 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7778241.500000 Penalty: 5383.615723
	Iteration 3F: 3 clusters Score -7778242 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -7780373.000000 Penalty: 5383.615723
	Iteration 4F: 3 clusters Score -7780373 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -7783522.500000 Penalty: 5383.615723
	Iteration 5F: 3 clusters Score -7783522 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -7787496.000000 Penalty: 5383.615723
	Iteration 6F: 3 clusters Score -7787496 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7791049.000000 Penalty: 5383.615723
	Iteration 7F: 3 clusters Score -7791049 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7793349.000000 Penalty: 5383.615723
	Iteration 8Q: 3 clusters Score -7793349 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7794247.500000 Penalty: 5383.615723
	Iteration 9Q: 3 clusters Score -7794248 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7794537.500000 Penalty: 5383.615723
	Iteration 10Q: 3 clusters Score -7794538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7794675.000000 Penalty: 5383.615723
	Iteration 11Q: 3 clusters Score -7794675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7794757.000000 Penalty: 5383.615723
	Iteration 12Q: 3 clusters Score -7794757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7794807.500000 Penalty: 5383.615723
	Iteration 13Q: 3 clusters Score -7794808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7794831.000000 Penalty: 5383.615723
	Iteration 14Q: 3 clusters Score -7794831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7794849.000000 Penalty: 5383.615723
	Iteration 15Q: 3 clusters Score -7794849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7794870.500000 Penalty: 5383.615723
	Iteration 16Q: 3 clusters Score -7794870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7794893.500000 Penalty: 5383.615723
	Iteration 17Q: 3 clusters Score -7794894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7794898.500000 Penalty: 5383.615723
	Iteration 18Q: 3 clusters Score -7794898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7794898.000000 Penalty: 5383.615723
	Iteration 19Q: 3 clusters Score -7794898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7794898.000000 Penalty: 5383.615723
	Iteration 20F: 3 clusters Score -7794898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133902.078125 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133902.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134327.500000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134327.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134556.687500 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134556.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134726.578125 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134726.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134905.687500 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -134905.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135065.796875 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -135065.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135201.515625 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135201.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -135286.031250 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135330.812500 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135330.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135354.812500 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135377.312500 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135391.578125 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135397.484375 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135399.953125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135399.953125 Penalty: 3416.731934
	Iteration 14F: 3 clusters Score -135400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -830181.312500 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -830181.3 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 2853 members 
Entering Unmasked Estep 
Score: -825291.312500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -825291.3 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -826678.000000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -826678 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -827208.375000 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -827208.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -827783.875000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -827783.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -828306.562500 Penalty: 4284.708496
	Iteration 4F: 3 clusters Score -828306.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -828717.812500 Penalty: 4284.708496
	Iteration 5F: 3 clusters Score -828717.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -828937.062500 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -828937.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -829035.437500 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -829035.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -829096.000000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -829096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -829129.937500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -829129.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -829149.875000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -829149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -829160.250000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -829160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -829169.000000 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -829169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -829175.875000 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -829175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -829178.812500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -829178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -829185.000000 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -829185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -829189.437500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -829189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -829190.312500 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -829190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -829192.812500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -829192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -829195.312500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -829195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -829195.625000 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -829195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -829199.062500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -829199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -829199.562500 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -829199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -829201.812500 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -829201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -829203.375000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -829203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -829205.125000 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -829205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -829206.375000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -829206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -829208.937500 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -829208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -829208.312500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -829208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -829210.062500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -829210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -829211.250000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -829211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -829211.250000 Penalty: 4284.708496
	Iteration 31F: 3 clusters Score -829211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Entering Unmasked Estep 
Score: -15222564.000000 Penalty: 2852.289307
	Iteration 0F: 2 clusters Score -1.522256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -15159301.000000 Penalty: 5704.578613
	Iteration 0F: 3 clusters Score -1.51593e+07 nChanged 46696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -15186354.000000 Penalty: 5704.578613
	Iteration 1F: 3 clusters Score -1.518635e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -15187509.000000 Penalty: 5704.578613
	Iteration 2Q: 3 clusters Score -1.518751e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -15189279.000000 Penalty: 5704.578613
	Iteration 3Q: 3 clusters Score -1.518928e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -15192227.000000 Penalty: 5704.578613
	Iteration 4F: 3 clusters Score -1.519223e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -15196641.000000 Penalty: 5704.578613
	Iteration 5F: 3 clusters Score -1.519664e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -15202515.000000 Penalty: 5704.578613
	Iteration 6F: 3 clusters Score -1.520252e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -15209118.000000 Penalty: 5704.578613
	Iteration 7F: 3 clusters Score -1.520912e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -15214892.000000 Penalty: 5704.578613
	Iteration 8F: 3 clusters Score -1.521489e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15218363.000000 Penalty: 5704.578613
	Iteration 9Q: 3 clusters Score -1.521836e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15219508.000000 Penalty: 5704.578613
	Iteration 10Q: 3 clusters Score -1.521951e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15219863.000000 Penalty: 5704.578613
	Iteration 11Q: 3 clusters Score -1.521986e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15219962.000000 Penalty: 5704.578613
	Iteration 12Q: 3 clusters Score -1.521996e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15220019.000000 Penalty: 5704.578613
	Iteration 13Q: 3 clusters Score -1.522002e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15220058.000000 Penalty: 5704.578613
	Iteration 14Q: 3 clusters Score -1.522006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15220081.000000 Penalty: 5704.578613
	Iteration 15Q: 3 clusters Score -1.522008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15220106.000000 Penalty: 5704.578613
	Iteration 16Q: 3 clusters Score -1.522011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15220087.000000 Penalty: 5704.578613
	Iteration 17Q: 3 clusters Score -1.522009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15220093.000000 Penalty: 5704.578613
	Iteration 18Q: 3 clusters Score -1.522009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15220092.000000 Penalty: 5704.578613
	Iteration 19Q: 3 clusters Score -1.522009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15220109.000000 Penalty: 5704.578613
	Iteration 20F: 3 clusters Score -1.522011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15220117.000000 Penalty: 5704.578613
	Iteration 21Q: 3 clusters Score -1.522012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15220111.000000 Penalty: 5704.578613
	Iteration 22Q: 3 clusters Score -1.522011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15220115.000000 Penalty: 5704.578613
	Iteration 23Q: 3 clusters Score -1.522012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15220115.000000 Penalty: 5704.578613
	Iteration 24F: 3 clusters Score -1.522012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113038.250000 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113038.2 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 423 members 
Entering Unmasked Estep 
Score: -111249.382812 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111249.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111521.359375 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111521.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111648.351562 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -111648.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111829.851562 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -111829.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112100.140625 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -112100.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112343.125000 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -112343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112462.750000 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112462.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112550.828125 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -112567.453125 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -112567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112586.867188 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -112586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112621.132812 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -112621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112637.968750 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -112638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112643.453125 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -112643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112644.765625 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -112644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112644.765625 Penalty: 3332.630615
	Iteration 14F: 3 clusters Score -112644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64230.867188 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64230.87 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64447.054688 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64447.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64490.910156 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64490.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64514.566406 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -64514.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64537.851562 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -64537.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64557.582031 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -64557.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64571.222656 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -64571.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64591.277344 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -64591.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64622.710938 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -64622.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64714.054688 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -64714.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64775.617188 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -64775.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64857.347656 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -64857.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64949.609375 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -64949.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -65053.074219 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -65053.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65114.671875 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -65114.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65188.574219 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -65188.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65247.894531 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -65247.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65279.000000 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -65279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65306.675781 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -65306.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65325.292969 Penalty: 3158.620605
	Iteration 19F: 3 clusters Score -65325.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65416.371094 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -65416.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65421.839844 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -65421.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65421.839844 Penalty: 3158.620605
	Iteration 22F: 3 clusters Score -65421.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62496 members 
Mstep: Class 5 contains 106348 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 11 contains 42411 members 
Mstep: Class 12 contains 109565 members 
Mstep: Class 13 contains 29153 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 96909 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 40838 members 
Mstep: Class 19 contains 109050 members 
Mstep: Class 20 contains 51744 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98831 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796016.000000 Penalty: 85112.554688
Iteration 399Q: 26 clusters Score -1.37796e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62490 members 
Mstep: Class 5 contains 106370 members 
Mstep: Class 6 contains 11897 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42402 members 
Mstep: Class 12 contains 109562 members 
Mstep: Class 13 contains 29156 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 96909 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 40833 members 
Mstep: Class 19 contains 109062 members 
Mstep: Class 20 contains 51748 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 98817 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 400F: 26 clusters Score -1.37796e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27803 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62490 members 
Mstep: Class 5 contains 106378 members 
Mstep: Class 6 contains 11891 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42393 members 
Mstep: Class 12 contains 109588 members 
Mstep: Class 13 contains 29158 members 
Mstep: Class 14 contains 5431 members 
Mstep: Class 15 contains 96899 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58304 members 
Mstep: Class 18 contains 40835 members 
Mstep: Class 19 contains 109065 members 
Mstep: Class 20 contains 51749 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 98799 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 401Q: 26 clusters Score -1.37796e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27803 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62490 members 
Mstep: Class 5 contains 106368 members 
Mstep: Class 6 contains 11887 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42389 members 
Mstep: Class 12 contains 109585 members 
Mstep: Class 13 contains 29159 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 96906 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58306 members 
Mstep: Class 18 contains 40835 members 
Mstep: Class 19 contains 109071 members 
Mstep: Class 20 contains 51753 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 98798 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795888.000000 Penalty: 85112.554688
Iteration 402Q: 26 clusters Score -1.377959e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62485 members 
Mstep: Class 5 contains 106368 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31121 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 12 contains 109596 members 
Mstep: Class 13 contains 29161 members 
Mstep: Class 14 contains 5435 members 
Mstep: Class 15 contains 96904 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58310 members 
Mstep: Class 18 contains 40834 members 
Mstep: Class 19 contains 109071 members 
Mstep: Class 20 contains 51752 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98788 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795888.000000 Penalty: 85112.554688
Iteration 403Q: 26 clusters Score -1.377959e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27800 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62486 members 
Mstep: Class 5 contains 106358 members 
Mstep: Class 6 contains 11881 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42390 members 
Mstep: Class 12 contains 109596 members 
Mstep: Class 13 contains 29161 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 96906 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58316 members 
Mstep: Class 18 contains 40831 members 
Mstep: Class 19 contains 109071 members 
Mstep: Class 20 contains 51753 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98793 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795872.000000 Penalty: 85112.554688
Iteration 404Q: 26 clusters Score -1.377959e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 106351 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42388 members 
Mstep: Class 12 contains 109596 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 96911 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 40829 members 
Mstep: Class 19 contains 109059 members 
Mstep: Class 20 contains 51756 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98797 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795904.000000 Penalty: 85112.554688
Iteration 405Q: 26 clusters Score -1.377959e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62491 members 
Mstep: Class 5 contains 106356 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42386 members 
Mstep: Class 12 contains 109573 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 5441 members 
Mstep: Class 15 contains 96922 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58329 members 
Mstep: Class 18 contains 40827 members 
Mstep: Class 19 contains 109061 members 
Mstep: Class 20 contains 51760 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98788 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796032.000000 Penalty: 85112.554688
Iteration 406Q: 26 clusters Score -1.37796e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62485 members 
Mstep: Class 5 contains 106358 members 
Mstep: Class 6 contains 11886 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42385 members 
Mstep: Class 12 contains 109561 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 96923 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 40824 members 
Mstep: Class 19 contains 109068 members 
Mstep: Class 20 contains 51757 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98787 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 407Q: 26 clusters Score -1.37796e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62485 members 
Mstep: Class 5 contains 106352 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31121 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 109550 members 
Mstep: Class 13 contains 29174 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 96916 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58343 members 
Mstep: Class 18 contains 40819 members 
Mstep: Class 19 contains 109087 members 
Mstep: Class 20 contains 51757 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98785 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795920.000000 Penalty: 85112.554688
Iteration 408Q: 26 clusters Score -1.377959e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62482 members 
Mstep: Class 5 contains 106349 members 
Mstep: Class 6 contains 11881 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42379 members 
Mstep: Class 12 contains 109560 members 
Mstep: Class 13 contains 29177 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 96906 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58344 members 
Mstep: Class 18 contains 40817 members 
Mstep: Class 19 contains 109094 members 
Mstep: Class 20 contains 51759 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98783 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795824.000000 Penalty: 85112.554688
Iteration 409Q: 26 clusters Score -1.377958e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62476 members 
Mstep: Class 5 contains 106344 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 109572 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5445 members 
Mstep: Class 15 contains 96915 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 40815 members 
Mstep: Class 19 contains 109084 members 
Mstep: Class 20 contains 51760 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98786 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795904.000000 Penalty: 85112.554688
Iteration 410Q: 26 clusters Score -1.377959e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62474 members 
Mstep: Class 5 contains 106335 members 
Mstep: Class 6 contains 11865 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42376 members 
Mstep: Class 12 contains 109577 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 5446 members 
Mstep: Class 15 contains 96914 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58353 members 
Mstep: Class 18 contains 40808 members 
Mstep: Class 19 contains 109090 members 
Mstep: Class 20 contains 51762 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98791 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795888.000000 Penalty: 85112.554688
Iteration 411Q: 26 clusters Score -1.377959e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62467 members 
Mstep: Class 5 contains 106318 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31125 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42379 members 
Mstep: Class 12 contains 109578 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 96918 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58359 members 
Mstep: Class 18 contains 40806 members 
Mstep: Class 19 contains 109105 members 
Mstep: Class 20 contains 51767 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98786 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795872.000000 Penalty: 85112.554688
Iteration 412Q: 26 clusters Score -1.377959e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62457 members 
Mstep: Class 5 contains 106323 members 
Mstep: Class 6 contains 11856 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31122 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42367 members 
Mstep: Class 12 contains 109579 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5448 members 
Mstep: Class 15 contains 96923 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58363 members 
Mstep: Class 18 contains 40805 members 
Mstep: Class 19 contains 109113 members 
Mstep: Class 20 contains 51771 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98786 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 413Q: 26 clusters Score -1.37796e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62447 members 
Mstep: Class 5 contains 106323 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31121 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 12 contains 109573 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96922 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58368 members 
Mstep: Class 18 contains 40802 members 
Mstep: Class 19 contains 109122 members 
Mstep: Class 20 contains 51772 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98791 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796000.000000 Penalty: 85112.554688
Iteration 414Q: 26 clusters Score -1.37796e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62441 members 
Mstep: Class 5 contains 106334 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31122 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42357 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96914 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 109128 members 
Mstep: Class 20 contains 51776 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98800 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796016.000000 Penalty: 85112.554688
Iteration 415Q: 26 clusters Score -1.37796e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62435 members 
Mstep: Class 5 contains 106358 members 
Mstep: Class 6 contains 11856 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42347 members 
Mstep: Class 12 contains 109536 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96914 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109136 members 
Mstep: Class 20 contains 51774 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98803 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796000.000000 Penalty: 85112.554688
Iteration 416Q: 26 clusters Score -1.37796e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62432 members 
Mstep: Class 5 contains 106371 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42341 members 
Mstep: Class 12 contains 109518 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96910 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58390 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109136 members 
Mstep: Class 20 contains 51775 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98812 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796016.000000 Penalty: 85112.554688
Iteration 417Q: 26 clusters Score -1.37796e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27800 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62431 members 
Mstep: Class 5 contains 106376 members 
Mstep: Class 6 contains 11858 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31115 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42334 members 
Mstep: Class 12 contains 109501 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96916 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58397 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109133 members 
Mstep: Class 20 contains 51780 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98819 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795936.000000 Penalty: 85112.554688
Iteration 418Q: 26 clusters Score -1.377959e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62432 members 
Mstep: Class 5 contains 106396 members 
Mstep: Class 6 contains 11858 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42331 members 
Mstep: Class 12 contains 109491 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 96922 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58401 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109121 members 
Mstep: Class 20 contains 51783 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98817 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 419Q: 26 clusters Score -1.37796e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62423 members 
Mstep: Class 5 contains 106406 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31108 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42322 members 
Mstep: Class 12 contains 109490 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 96924 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58413 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109110 members 
Mstep: Class 20 contains 51782 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98823 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795808.000000 Penalty: 85112.554688
Iteration 420F: 26 clusters Score -1.377958e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27804 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62419 members 
Mstep: Class 5 contains 106420 members 
Mstep: Class 6 contains 11853 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31107 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42318 members 
Mstep: Class 12 contains 109484 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96920 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58422 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109098 members 
Mstep: Class 20 contains 51786 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98826 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795952.000000 Penalty: 85112.554688
Iteration 421Q: 26 clusters Score -1.37796e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27805 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62420 members 
Mstep: Class 5 contains 106440 members 
Mstep: Class 6 contains 11851 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42315 members 
Mstep: Class 12 contains 109461 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96916 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58432 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109091 members 
Mstep: Class 20 contains 51785 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98832 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796080.000000 Penalty: 85112.554688
Iteration 422Q: 26 clusters Score -1.377961e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62419 members 
Mstep: Class 5 contains 106443 members 
Mstep: Class 6 contains 11853 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42312 members 
Mstep: Class 12 contains 109454 members 
Mstep: Class 13 contains 29179 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96911 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58436 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109092 members 
Mstep: Class 20 contains 51780 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98840 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796080.000000 Penalty: 85112.554688
Iteration 423Q: 26 clusters Score -1.377961e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27806 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62417 members 
Mstep: Class 5 contains 106454 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31109 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42303 members 
Mstep: Class 12 contains 109446 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96912 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58438 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109097 members 
Mstep: Class 20 contains 51778 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98844 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 85112.554688
Iteration 424Q: 26 clusters Score -1.377961e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27809 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 62413 members 
Mstep: Class 5 contains 106453 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31111 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42300 members 
Mstep: Class 12 contains 109442 members 
Mstep: Class 13 contains 29181 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96899 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58441 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109102 members 
Mstep: Class 20 contains 51778 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98854 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796208.000000 Penalty: 85112.554688
Iteration 425Q: 26 clusters Score -1.377962e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27809 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62405 members 
Mstep: Class 5 contains 106463 members 
Mstep: Class 6 contains 11849 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31111 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42294 members 
Mstep: Class 12 contains 109439 members 
Mstep: Class 13 contains 29182 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96893 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58448 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109108 members 
Mstep: Class 20 contains 51777 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98855 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 85112.554688
Iteration 426Q: 26 clusters Score -1.377962e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27809 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62397 members 
Mstep: Class 5 contains 106466 members 
Mstep: Class 6 contains 11848 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31114 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42292 members 
Mstep: Class 12 contains 109433 members 
Mstep: Class 13 contains 29181 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 96884 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58453 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109114 members 
Mstep: Class 20 contains 51784 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98858 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796240.000000 Penalty: 85112.554688
Iteration 427Q: 26 clusters Score -1.377962e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27812 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62397 members 
Mstep: Class 5 contains 106477 members 
Mstep: Class 6 contains 11845 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31116 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42292 members 
Mstep: Class 12 contains 109414 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 5454 members 
Mstep: Class 15 contains 96880 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58454 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109124 members 
Mstep: Class 20 contains 51781 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98857 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 428Q: 26 clusters Score -1.377963e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27813 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62396 members 
Mstep: Class 5 contains 106476 members 
Mstep: Class 6 contains 11840 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42290 members 
Mstep: Class 12 contains 109410 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 5455 members 
Mstep: Class 15 contains 96878 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 109136 members 
Mstep: Class 20 contains 51778 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98854 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796368.000000 Penalty: 85112.554688
Iteration 429Q: 26 clusters Score -1.377964e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62390 members 
Mstep: Class 5 contains 106470 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 109416 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 96878 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58463 members 
Mstep: Class 18 contains 40801 members 
Mstep: Class 19 contains 109137 members 
Mstep: Class 20 contains 51777 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98853 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 430Q: 26 clusters Score -1.377963e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62384 members 
Mstep: Class 5 contains 106477 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31116 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42290 members 
Mstep: Class 12 contains 109409 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 96878 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58465 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 109135 members 
Mstep: Class 20 contains 51774 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98862 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796400.000000 Penalty: 85112.554688
Iteration 431Q: 26 clusters Score -1.377964e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62379 members 
Mstep: Class 5 contains 106484 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31117 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42293 members 
Mstep: Class 12 contains 109400 members 
Mstep: Class 13 contains 29185 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 96874 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58468 members 
Mstep: Class 18 contains 40800 members 
Mstep: Class 19 contains 109142 members 
Mstep: Class 20 contains 51771 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98861 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796336.000000 Penalty: 85112.554688
Iteration 432Q: 26 clusters Score -1.377963e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27818 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62374 members 
Mstep: Class 5 contains 106484 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31117 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42292 members 
Mstep: Class 12 contains 109401 members 
Mstep: Class 13 contains 29186 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 96868 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58474 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109148 members 
Mstep: Class 20 contains 51769 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 98862 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796352.000000 Penalty: 85112.554688
Iteration 433Q: 26 clusters Score -1.377964e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62365 members 
Mstep: Class 5 contains 106485 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31117 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 109408 members 
Mstep: Class 13 contains 29187 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 96866 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58479 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109141 members 
Mstep: Class 20 contains 51769 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98870 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796416.000000 Penalty: 85112.554688
Iteration 434Q: 26 clusters Score -1.377964e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62362 members 
Mstep: Class 5 contains 106490 members 
Mstep: Class 6 contains 11831 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42285 members 
Mstep: Class 12 contains 109408 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 96861 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58481 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109134 members 
Mstep: Class 20 contains 51769 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98876 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796400.000000 Penalty: 85112.554688
Iteration 435Q: 26 clusters Score -1.377964e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27821 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62363 members 
Mstep: Class 5 contains 106495 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 109411 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96853 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58483 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109137 members 
Mstep: Class 20 contains 51763 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98880 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796304.000000 Penalty: 85112.554688
Iteration 436Q: 26 clusters Score -1.377963e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62367 members 
Mstep: Class 5 contains 106495 members 
Mstep: Class 6 contains 11829 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42273 members 
Mstep: Class 12 contains 109408 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96851 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58486 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109143 members 
Mstep: Class 20 contains 51765 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98874 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 85112.554688
Iteration 437Q: 26 clusters Score -1.377962e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62370 members 
Mstep: Class 5 contains 106493 members 
Mstep: Class 6 contains 11824 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42273 members 
Mstep: Class 12 contains 109401 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96846 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58489 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109148 members 
Mstep: Class 20 contains 51764 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98883 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796304.000000 Penalty: 85112.554688
Iteration 438Q: 26 clusters Score -1.377963e+08 nChanged 140
Entering ConstructFrom: 
Score: -137796304.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -1678073.000000 Penalty: 2335.403076
	Iteration 0F: 2 clusters Score -1678073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1668972.125000 Penalty: 4670.806152
	Iteration 0F: 3 clusters Score -1668972 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1672086.000000 Penalty: 4670.806152
	Iteration 1F: 3 clusters Score -1672086 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1673167.000000 Penalty: 4670.806152
	Iteration 2F: 3 clusters Score -1673167 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1674579.000000 Penalty: 4670.806152
	Iteration 3F: 3 clusters Score -1674579 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1675871.875000 Penalty: 4670.806152
	Iteration 4F: 3 clusters Score -1675872 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1676724.250000 Penalty: 4670.806152
	Iteration 5F: 3 clusters Score -1676724 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1677128.625000 Penalty: 4670.806152
	Iteration 6F: 3 clusters Score -1677129 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1677329.750000 Penalty: 4670.806152
	Iteration 7Q: 3 clusters Score -1677330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1677434.250000 Penalty: 4670.806152
	Iteration 8Q: 3 clusters Score -1677434 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1677494.250000 Penalty: 4670.806152
	Iteration 9Q: 3 clusters Score -1677494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1677537.750000 Penalty: 4670.806152
	Iteration 10Q: 3 clusters Score -1677538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1677571.000000 Penalty: 4670.806152
	Iteration 11Q: 3 clusters Score -1677571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1677596.750000 Penalty: 4670.806152
	Iteration 12Q: 3 clusters Score -1677597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1677618.750000 Penalty: 4670.806152
	Iteration 13Q: 3 clusters Score -1677619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1677634.875000 Penalty: 4670.806152
	Iteration 14Q: 3 clusters Score -1677635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1677648.750000 Penalty: 4670.806152
	Iteration 15Q: 3 clusters Score -1677649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1677660.125000 Penalty: 4670.806152
	Iteration 16Q: 3 clusters Score -1677660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1677668.000000 Penalty: 4670.806152
	Iteration 17Q: 3 clusters Score -1677668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1677683.500000 Penalty: 4670.806152
	Iteration 18Q: 3 clusters Score -1677684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1677690.250000 Penalty: 4670.806152
	Iteration 19Q: 3 clusters Score -1677690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1677693.375000 Penalty: 4670.806152
	Iteration 20F: 3 clusters Score -1677693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1677700.250000 Penalty: 4670.806152
	Iteration 21Q: 3 clusters Score -1677700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1677709.875000 Penalty: 4670.806152
	Iteration 22Q: 3 clusters Score -1677710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1677714.000000 Penalty: 4670.806152
	Iteration 23Q: 3 clusters Score -1677714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1677715.500000 Penalty: 4670.806152
	Iteration 24Q: 3 clusters Score -1677716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1677719.375000 Penalty: 4670.806152
	Iteration 25Q: 3 clusters Score -1677719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1677722.000000 Penalty: 4670.806152
	Iteration 26Q: 3 clusters Score -1677722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1677723.375000 Penalty: 4670.806152
	Iteration 27Q: 3 clusters Score -1677723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1677728.000000 Penalty: 4670.806152
	Iteration 28Q: 3 clusters Score -1677728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1677729.625000 Penalty: 4670.806152
	Iteration 29Q: 3 clusters Score -1677730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1677731.250000 Penalty: 4670.806152
	Iteration 30Q: 3 clusters Score -1677731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1677736.250000 Penalty: 4670.806152
	Iteration 31Q: 3 clusters Score -1677736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1677737.250000 Penalty: 4670.806152
	Iteration 32Q: 3 clusters Score -1677737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1677735.750000 Penalty: 4670.806152
	Iteration 33Q: 3 clusters Score -1677736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1677736.625000 Penalty: 4670.806152
	Iteration 34Q: 3 clusters Score -1677737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1677737.250000 Penalty: 4670.806152
	Iteration 35Q: 3 clusters Score -1677737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1677736.750000 Penalty: 4670.806152
	Iteration 36Q: 3 clusters Score -1677737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1677741.375000 Penalty: 4670.806152
	Iteration 37Q: 3 clusters Score -1677741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1677743.875000 Penalty: 4670.806152
	Iteration 38Q: 3 clusters Score -1677744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1677746.125000 Penalty: 4670.806152
	Iteration 39Q: 3 clusters Score -1677746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1677747.000000 Penalty: 4670.806152
	Iteration 40F: 3 clusters Score -1677747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1677746.250000 Penalty: 4670.806152
	Iteration 41Q: 3 clusters Score -1677746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1677742.500000 Penalty: 4670.806152
	Iteration 42Q: 3 clusters Score -1677742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1677743.375000 Penalty: 4670.806152
	Iteration 43Q: 3 clusters Score -1677743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1677744.250000 Penalty: 4670.806152
	Iteration 44Q: 3 clusters Score -1677744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1677740.125000 Penalty: 4670.806152
	Iteration 45Q: 3 clusters Score -1677740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1677741.125000 Penalty: 4670.806152
	Iteration 46Q: 3 clusters Score -1677741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1677743.875000 Penalty: 4670.806152
	Iteration 47Q: 3 clusters Score -1677744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1677743.000000 Penalty: 4670.806152
	Iteration 48Q: 3 clusters Score -1677743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1677743.000000 Penalty: 4670.806152
	Iteration 49F: 3 clusters Score -1677743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Entering Unmasked Estep 
Score: -4040888.000000 Penalty: 2537.946289
	Iteration 0F: 2 clusters Score -4040888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4021732.000000 Penalty: 5075.892578
	Iteration 0F: 3 clusters Score -4021732 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4028677.000000 Penalty: 5075.892578
	Iteration 1F: 3 clusters Score -4028677 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4029210.250000 Penalty: 5075.892578
	Iteration 2F: 3 clusters Score -4029210 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4029717.500000 Penalty: 5075.892578
	Iteration 3Q: 3 clusters Score -4029718 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4030266.500000 Penalty: 5075.892578
	Iteration 4Q: 3 clusters Score -4030266 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4030917.500000 Penalty: 5075.892578
	Iteration 5Q: 3 clusters Score -4030918 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4031691.000000 Penalty: 5075.892578
	Iteration 6F: 3 clusters Score -4031691 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4032653.750000 Penalty: 5075.892578
	Iteration 7F: 3 clusters Score -4032654 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4033861.250000 Penalty: 5075.892578
	Iteration 8F: 3 clusters Score -4033861 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4035265.750000 Penalty: 5075.892578
	Iteration 9F: 3 clusters Score -4035266 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4036587.000000 Penalty: 5075.892578
	Iteration 10F: 3 clusters Score -4036587 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4037435.500000 Penalty: 5075.892578
	Iteration 11Q: 3 clusters Score -4037436 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4037954.000000 Penalty: 5075.892578
	Iteration 12Q: 3 clusters Score -4037954 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4038238.500000 Penalty: 5075.892578
	Iteration 13Q: 3 clusters Score -4038238 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4038419.000000 Penalty: 5075.892578
	Iteration 14Q: 3 clusters Score -4038419 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4038529.500000 Penalty: 5075.892578
	Iteration 15Q: 3 clusters Score -4038530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4038628.250000 Penalty: 5075.892578
	Iteration 16Q: 3 clusters Score -4038628 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4038703.000000 Penalty: 5075.892578
	Iteration 17Q: 3 clusters Score -4038703 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4038769.500000 Penalty: 5075.892578
	Iteration 18Q: 3 clusters Score -4038770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4038813.250000 Penalty: 5075.892578
	Iteration 19Q: 3 clusters Score -4038813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4038858.000000 Penalty: 5075.892578
	Iteration 20F: 3 clusters Score -4038858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4038904.750000 Penalty: 5075.892578
	Iteration 21Q: 3 clusters Score -4038905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4038944.000000 Penalty: 5075.892578
	Iteration 22Q: 3 clusters Score -4038944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4038977.250000 Penalty: 5075.892578
	Iteration 23Q: 3 clusters Score -4038977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4038992.750000 Penalty: 5075.892578
	Iteration 24Q: 3 clusters Score -4038993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4039018.750000 Penalty: 5075.892578
	Iteration 25Q: 3 clusters Score -4039019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4039032.250000 Penalty: 5075.892578
	Iteration 26Q: 3 clusters Score -4039032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4039048.000000 Penalty: 5075.892578
	Iteration 27Q: 3 clusters Score -4039048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4039070.000000 Penalty: 5075.892578
	Iteration 28Q: 3 clusters Score -4039070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4039081.250000 Penalty: 5075.892578
	Iteration 29Q: 3 clusters Score -4039081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4039104.750000 Penalty: 5075.892578
	Iteration 30Q: 3 clusters Score -4039105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4039110.000000 Penalty: 5075.892578
	Iteration 31Q: 3 clusters Score -4039110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4039124.000000 Penalty: 5075.892578
	Iteration 32Q: 3 clusters Score -4039124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4039135.500000 Penalty: 5075.892578
	Iteration 33Q: 3 clusters Score -4039136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4039151.500000 Penalty: 5075.892578
	Iteration 34Q: 3 clusters Score -4039152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4039171.500000 Penalty: 5075.892578
	Iteration 35Q: 3 clusters Score -4039172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4039181.250000 Penalty: 5075.892578
	Iteration 36Q: 3 clusters Score -4039181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4039180.000000 Penalty: 5075.892578
	Iteration 37Q: 3 clusters Score -4039180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4039197.000000 Penalty: 5075.892578
	Iteration 38Q: 3 clusters Score -4039197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4039200.250000 Penalty: 5075.892578
	Iteration 39Q: 3 clusters Score -4039200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4039196.750000 Penalty: 5075.892578
	Iteration 40F: 3 clusters Score -4039197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4039197.500000 Penalty: 5075.892578
	Iteration 41Q: 3 clusters Score -4039198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4039201.500000 Penalty: 5075.892578
	Iteration 42Q: 3 clusters Score -4039202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4039210.750000 Penalty: 5075.892578
	Iteration 43Q: 3 clusters Score -4039211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4039217.250000 Penalty: 5075.892578
	Iteration 44Q: 3 clusters Score -4039217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4039221.000000 Penalty: 5075.892578
	Iteration 45Q: 3 clusters Score -4039221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4039229.250000 Penalty: 5075.892578
	Iteration 46Q: 3 clusters Score -4039229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4039235.250000 Penalty: 5075.892578
	Iteration 47Q: 3 clusters Score -4039235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4039235.750000 Penalty: 5075.892578
	Iteration 48Q: 3 clusters Score -4039236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4039231.250000 Penalty: 5075.892578
	Iteration 49Q: 3 clusters Score -4039231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4039235.750000 Penalty: 5075.892578
	Iteration 50Q: 3 clusters Score -4039236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4039235.250000 Penalty: 5075.892578
	Iteration 51Q: 3 clusters Score -4039235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4039237.000000 Penalty: 5075.892578
	Iteration 52Q: 3 clusters Score -4039237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4039237.750000 Penalty: 5075.892578
	Iteration 53Q: 3 clusters Score -4039238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4039244.000000 Penalty: 5075.892578
	Iteration 54Q: 3 clusters Score -4039244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4039245.500000 Penalty: 5075.892578
	Iteration 55Q: 3 clusters Score -4039246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4039252.250000 Penalty: 5075.892578
	Iteration 56Q: 3 clusters Score -4039252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4039245.750000 Penalty: 5075.892578
	Iteration 57Q: 3 clusters Score -4039246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4039245.500000 Penalty: 5075.892578
	Iteration 58Q: 3 clusters Score -4039246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4039246.250000 Penalty: 5075.892578
	Iteration 59Q: 3 clusters Score -4039246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4039249.000000 Penalty: 5075.892578
	Iteration 60F: 3 clusters Score -4039249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4039248.000000 Penalty: 5075.892578
	Iteration 61Q: 3 clusters Score -4039248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4039247.000000 Penalty: 5075.892578
	Iteration 62Q: 3 clusters Score -4039247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4039245.500000 Penalty: 5075.892578
	Iteration 63Q: 3 clusters Score -4039246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4039243.250000 Penalty: 5075.892578
	Iteration 64Q: 3 clusters Score -4039243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4039244.250000 Penalty: 5075.892578
	Iteration 65Q: 3 clusters Score -4039244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4039244.250000 Penalty: 5075.892578
	Iteration 66F: 3 clusters Score -4039244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -308531.750000 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -308531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305946.375000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -305946.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -306358.562500 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -306358.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306462.375000 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -306462.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -306519.656250 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -306519.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306563.125000 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -306563.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -306587.593750 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -306587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -306599.562500 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -306599.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -306614.375000 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -306614.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306626.468750 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -306626.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -306639.375000 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -306639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -306645.750000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -306645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -306651.093750 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -306651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -306653.875000 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -306653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -306655.250000 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -306655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -306656.031250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -306656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -306658.343750 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -306658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -306660.468750 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -306660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -306661.906250 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -306661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -306661.906250 Penalty: 3769.054443
	Iteration 18F: 3 clusters Score -306661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Entering Unmasked Estep 
Score: -9729425.000000 Penalty: 2738.136230
	Iteration 0F: 2 clusters Score -9729425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -9687514.000000 Penalty: 5476.272461
	Iteration 0F: 3 clusters Score -9687514 nChanged 29063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -9703528.000000 Penalty: 5476.272461
	Iteration 1F: 3 clusters Score -9703528 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -9704039.000000 Penalty: 5476.272461
	Iteration 2Q: 3 clusters Score -9704039 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -9704443.000000 Penalty: 5476.272461
	Iteration 3Q: 3 clusters Score -9704443 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -9704766.000000 Penalty: 5476.272461
	Iteration 4Q: 3 clusters Score -9704766 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -9705262.000000 Penalty: 5476.272461
	Iteration 5Q: 3 clusters Score -9705262 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -9705798.000000 Penalty: 5476.272461
	Iteration 6Q: 3 clusters Score -9705798 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -9706459.000000 Penalty: 5476.272461
	Iteration 7Q: 3 clusters Score -9706459 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -9707417.000000 Penalty: 5476.272461
	Iteration 8Q: 3 clusters Score -9707417 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -9708697.000000 Penalty: 5476.272461
	Iteration 9Q: 3 clusters Score -9708697 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -9710405.000000 Penalty: 5476.272461
	Iteration 10Q: 3 clusters Score -9710405 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -9712459.000000 Penalty: 5476.272461
	Iteration 11F: 3 clusters Score -9712459 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -9715104.000000 Penalty: 5476.272461
	Iteration 12F: 3 clusters Score -9715104 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -9717369.000000 Penalty: 5476.272461
	Iteration 13F: 3 clusters Score -9717369 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -9718762.000000 Penalty: 5476.272461
	Iteration 14Q: 3 clusters Score -9718762 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -9719281.000000 Penalty: 5476.272461
	Iteration 15Q: 3 clusters Score -9719281 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -9719653.000000 Penalty: 5476.272461
	Iteration 16Q: 3 clusters Score -9719653 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -9720028.000000 Penalty: 5476.272461
	Iteration 17Q: 3 clusters Score -9720028 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -9720301.000000 Penalty: 5476.272461
	Iteration 18Q: 3 clusters Score -9720301 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -9720582.000000 Penalty: 5476.272461
	Iteration 19Q: 3 clusters Score -9720582 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -9720841.000000 Penalty: 5476.272461
	Iteration 20F: 3 clusters Score -9720841 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -9721112.000000 Penalty: 5476.272461
	Iteration 21Q: 3 clusters Score -9721112 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -9721310.000000 Penalty: 5476.272461
	Iteration 22Q: 3 clusters Score -9721310 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -9721548.000000 Penalty: 5476.272461
	Iteration 23Q: 3 clusters Score -9721548 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -9721761.000000 Penalty: 5476.272461
	Iteration 24Q: 3 clusters Score -9721761 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -9721953.000000 Penalty: 5476.272461
	Iteration 25Q: 3 clusters Score -9721953 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -9722176.000000 Penalty: 5476.272461
	Iteration 26Q: 3 clusters Score -9722176 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -9722353.000000 Penalty: 5476.272461
	Iteration 27Q: 3 clusters Score -9722353 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -9722542.000000 Penalty: 5476.272461
	Iteration 28Q: 3 clusters Score -9722542 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -9722697.000000 Penalty: 5476.272461
	Iteration 29Q: 3 clusters Score -9722697 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -9722867.000000 Penalty: 5476.272461
	Iteration 30Q: 3 clusters Score -9722867 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -9723049.000000 Penalty: 5476.272461
	Iteration 31Q: 3 clusters Score -9723049 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -9723218.000000 Penalty: 5476.272461
	Iteration 32Q: 3 clusters Score -9723218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -9723376.000000 Penalty: 5476.272461
	Iteration 33Q: 3 clusters Score -9723376 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -9723594.000000 Penalty: 5476.272461
	Iteration 34Q: 3 clusters Score -9723594 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -9723807.000000 Penalty: 5476.272461
	Iteration 35Q: 3 clusters Score -9723807 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -9724029.000000 Penalty: 5476.272461
	Iteration 36Q: 3 clusters Score -9724029 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -9724273.000000 Penalty: 5476.272461
	Iteration 37Q: 3 clusters Score -9724273 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9724481.000000 Penalty: 5476.272461
	Iteration 38Q: 3 clusters Score -9724481 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9724666.000000 Penalty: 5476.272461
	Iteration 39Q: 3 clusters Score -9724666 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -9724852.000000 Penalty: 5476.272461
	Iteration 40F: 3 clusters Score -9724852 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -9725009.000000 Penalty: 5476.272461
	Iteration 41Q: 3 clusters Score -9725009 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -9725142.000000 Penalty: 5476.272461
	Iteration 42Q: 3 clusters Score -9725142 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -9725251.000000 Penalty: 5476.272461
	Iteration 43Q: 3 clusters Score -9725251 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -9725418.000000 Penalty: 5476.272461
	Iteration 44Q: 3 clusters Score -9725418 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9725514.000000 Penalty: 5476.272461
	Iteration 45Q: 3 clusters Score -9725514 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -9725615.000000 Penalty: 5476.272461
	Iteration 46Q: 3 clusters Score -9725615 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -9725694.000000 Penalty: 5476.272461
	Iteration 47Q: 3 clusters Score -9725694 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -9725805.000000 Penalty: 5476.272461
	Iteration 48Q: 3 clusters Score -9725805 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -9725958.000000 Penalty: 5476.272461
	Iteration 49Q: 3 clusters Score -9725958 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9726072.000000 Penalty: 5476.272461
	Iteration 50Q: 3 clusters Score -9726072 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9726156.000000 Penalty: 5476.272461
	Iteration 51Q: 3 clusters Score -9726156 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9726265.000000 Penalty: 5476.272461
	Iteration 52Q: 3 clusters Score -9726265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9726355.000000 Penalty: 5476.272461
	Iteration 53Q: 3 clusters Score -9726355 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -9726421.000000 Penalty: 5476.272461
	Iteration 54Q: 3 clusters Score -9726421 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9726545.000000 Penalty: 5476.272461
	Iteration 55Q: 3 clusters Score -9726545 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -9726606.000000 Penalty: 5476.272461
	Iteration 56Q: 3 clusters Score -9726606 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9726652.000000 Penalty: 5476.272461
	Iteration 57Q: 3 clusters Score -9726652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9726698.000000 Penalty: 5476.272461
	Iteration 58Q: 3 clusters Score -9726698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9726744.000000 Penalty: 5476.272461
	Iteration 59Q: 3 clusters Score -9726744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9726795.000000 Penalty: 5476.272461
	Iteration 60F: 3 clusters Score -9726795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9726830.000000 Penalty: 5476.272461
	Iteration 61Q: 3 clusters Score -9726830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9726888.000000 Penalty: 5476.272461
	Iteration 62Q: 3 clusters Score -9726888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9726883.000000 Penalty: 5476.272461
	Iteration 63Q: 3 clusters Score -9726883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9726908.000000 Penalty: 5476.272461
	Iteration 64Q: 3 clusters Score -9726908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9726954.000000 Penalty: 5476.272461
	Iteration 65Q: 3 clusters Score -9726954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9726977.000000 Penalty: 5476.272461
	Iteration 66Q: 3 clusters Score -9726977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9727004.000000 Penalty: 5476.272461
	Iteration 67Q: 3 clusters Score -9727004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9727029.000000 Penalty: 5476.272461
	Iteration 68Q: 3 clusters Score -9727029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9727046.000000 Penalty: 5476.272461
	Iteration 69Q: 3 clusters Score -9727046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9727040.000000 Penalty: 5476.272461
	Iteration 70Q: 3 clusters Score -9727040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9727043.000000 Penalty: 5476.272461
	Iteration 71Q: 3 clusters Score -9727043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9727054.000000 Penalty: 5476.272461
	Iteration 72Q: 3 clusters Score -9727054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9727058.000000 Penalty: 5476.272461
	Iteration 73Q: 3 clusters Score -9727058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9727052.000000 Penalty: 5476.272461
	Iteration 74Q: 3 clusters Score -9727052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9727065.000000 Penalty: 5476.272461
	Iteration 75Q: 3 clusters Score -9727065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9727064.000000 Penalty: 5476.272461
	Iteration 76Q: 3 clusters Score -9727064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9727073.000000 Penalty: 5476.272461
	Iteration 77Q: 3 clusters Score -9727073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9727075.000000 Penalty: 5476.272461
	Iteration 78Q: 3 clusters Score -9727075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9727067.000000 Penalty: 5476.272461
	Iteration 79Q: 3 clusters Score -9727067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9727081.000000 Penalty: 5476.272461
	Iteration 80F: 3 clusters Score -9727081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9727085.000000 Penalty: 5476.272461
	Iteration 81Q: 3 clusters Score -9727085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9727081.000000 Penalty: 5476.272461
	Iteration 82Q: 3 clusters Score -9727081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9727089.000000 Penalty: 5476.272461
	Iteration 83Q: 3 clusters Score -9727089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9727086.000000 Penalty: 5476.272461
	Iteration 84Q: 3 clusters Score -9727086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9727093.000000 Penalty: 5476.272461
	Iteration 85Q: 3 clusters Score -9727093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9727101.000000 Penalty: 5476.272461
	Iteration 86Q: 3 clusters Score -9727101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9727105.000000 Penalty: 5476.272461
	Iteration 87Q: 3 clusters Score -9727105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9727111.000000 Penalty: 5476.272461
	Iteration 88Q: 3 clusters Score -9727111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9727097.000000 Penalty: 5476.272461
	Iteration 89Q: 3 clusters Score -9727097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9727098.000000 Penalty: 5476.272461
	Iteration 90Q: 3 clusters Score -9727098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9727112.000000 Penalty: 5476.272461
	Iteration 91Q: 3 clusters Score -9727112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9727114.000000 Penalty: 5476.272461
	Iteration 92Q: 3 clusters Score -9727114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9727125.000000 Penalty: 5476.272461
	Iteration 93Q: 3 clusters Score -9727125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9727119.000000 Penalty: 5476.272461
	Iteration 94Q: 3 clusters Score -9727119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9727122.000000 Penalty: 5476.272461
	Iteration 95Q: 3 clusters Score -9727122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9727127.000000 Penalty: 5476.272461
	Iteration 96Q: 3 clusters Score -9727127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9727133.000000 Penalty: 5476.272461
	Iteration 97Q: 3 clusters Score -9727133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9727126.000000 Penalty: 5476.272461
	Iteration 98Q: 3 clusters Score -9727126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9727138.000000 Penalty: 5476.272461
	Iteration 99Q: 3 clusters Score -9727138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9727137.000000 Penalty: 5476.272461
	Iteration 100F: 3 clusters Score -9727137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9727138.000000 Penalty: 5476.272461
	Iteration 101Q: 3 clusters Score -9727138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9727129.000000 Penalty: 5476.272461
	Iteration 102Q: 3 clusters Score -9727129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9727129.000000 Penalty: 5476.272461
	Iteration 103Q: 3 clusters Score -9727129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9727139.000000 Penalty: 5476.272461
	Iteration 104Q: 3 clusters Score -9727139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9727139.000000 Penalty: 5476.272461
	Iteration 105Q: 3 clusters Score -9727139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9727146.000000 Penalty: 5476.272461
	Iteration 106Q: 3 clusters Score -9727146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9727146.000000 Penalty: 5476.272461
	Iteration 107F: 3 clusters Score -9727146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Entering Unmasked Estep 
Score: -16405724.000000 Penalty: 2870.788574
	Iteration 0F: 2 clusters Score -1.640572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -16335314.000000 Penalty: 5741.577148
	Iteration 0F: 3 clusters Score -1.633531e+07 nChanged 50533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -16364281.000000 Penalty: 5741.577148
	Iteration 1F: 3 clusters Score -1.636428e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -16364914.000000 Penalty: 5741.577148
	Iteration 2Q: 3 clusters Score -1.636491e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -16365620.000000 Penalty: 5741.577148
	Iteration 3Q: 3 clusters Score -1.636562e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -16366723.000000 Penalty: 5741.577148
	Iteration 4Q: 3 clusters Score -1.636672e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -16368382.000000 Penalty: 5741.577148
	Iteration 5Q: 3 clusters Score -1.636838e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -16371205.000000 Penalty: 5741.577148
	Iteration 6F: 3 clusters Score -1.63712e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -16376567.000000 Penalty: 5741.577148
	Iteration 7F: 3 clusters Score -1.637657e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -16384859.000000 Penalty: 5741.577148
	Iteration 8F: 3 clusters Score -1.638486e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -16393720.000000 Penalty: 5741.577148
	Iteration 9F: 3 clusters Score -1.639372e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -16399527.000000 Penalty: 5741.577148
	Iteration 10F: 3 clusters Score -1.639953e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -16402014.000000 Penalty: 5741.577148
	Iteration 11Q: 3 clusters Score -1.640201e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -16402757.000000 Penalty: 5741.577148
	Iteration 12Q: 3 clusters Score -1.640276e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -16403026.000000 Penalty: 5741.577148
	Iteration 13Q: 3 clusters Score -1.640303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -16403111.000000 Penalty: 5741.577148
	Iteration 14Q: 3 clusters Score -1.640311e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -16403190.000000 Penalty: 5741.577148
	Iteration 15Q: 3 clusters Score -1.640319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -16403224.000000 Penalty: 5741.577148
	Iteration 16Q: 3 clusters Score -1.640322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -16403233.000000 Penalty: 5741.577148
	Iteration 17Q: 3 clusters Score -1.640323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -16403238.000000 Penalty: 5741.577148
	Iteration 18Q: 3 clusters Score -1.640324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -16403254.000000 Penalty: 5741.577148
	Iteration 19Q: 3 clusters Score -1.640325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -16403267.000000 Penalty: 5741.577148
	Iteration 20F: 3 clusters Score -1.640327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -16403272.000000 Penalty: 5741.577148
	Iteration 21Q: 3 clusters Score -1.640327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -16403285.000000 Penalty: 5741.577148
	Iteration 22Q: 3 clusters Score -1.640328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -16403293.000000 Penalty: 5741.577148
	Iteration 23Q: 3 clusters Score -1.640329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -16403289.000000 Penalty: 5741.577148
	Iteration 24Q: 3 clusters Score -1.640329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -16403289.000000 Penalty: 5741.577148
	Iteration 25F: 3 clusters Score -1.640329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Entering Unmasked Estep 
Score: -1833401.125000 Penalty: 2325.674072
	Iteration 0F: 2 clusters Score -1833401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1824635.625000 Penalty: 4651.348145
	Iteration 0F: 3 clusters Score -1824636 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1827320.125000 Penalty: 4651.348145
	Iteration 1F: 3 clusters Score -1827320 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1827641.250000 Penalty: 4651.348145
	Iteration 2F: 3 clusters Score -1827641 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1827929.500000 Penalty: 4651.348145
	Iteration 3Q: 3 clusters Score -1827930 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1828254.750000 Penalty: 4651.348145
	Iteration 4Q: 3 clusters Score -1828255 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1828590.750000 Penalty: 4651.348145
	Iteration 5F: 3 clusters Score -1828591 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1828960.250000 Penalty: 4651.348145
	Iteration 6Q: 3 clusters Score -1828960 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1829427.750000 Penalty: 4651.348145
	Iteration 7F: 3 clusters Score -1829428 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1829938.750000 Penalty: 4651.348145
	Iteration 8F: 3 clusters Score -1829939 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1830396.500000 Penalty: 4651.348145
	Iteration 9Q: 3 clusters Score -1830396 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1830798.125000 Penalty: 4651.348145
	Iteration 10Q: 3 clusters Score -1830798 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1831078.375000 Penalty: 4651.348145
	Iteration 11Q: 3 clusters Score -1831078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1831266.000000 Penalty: 4651.348145
	Iteration 12Q: 3 clusters Score -1831266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1831345.500000 Penalty: 4651.348145
	Iteration 13Q: 3 clusters Score -1831346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1831396.375000 Penalty: 4651.348145
	Iteration 14Q: 3 clusters Score -1831396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1831423.250000 Penalty: 4651.348145
	Iteration 15Q: 3 clusters Score -1831423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1831440.875000 Penalty: 4651.348145
	Iteration 16Q: 3 clusters Score -1831441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1831469.250000 Penalty: 4651.348145
	Iteration 17Q: 3 clusters Score -1831469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1831481.125000 Penalty: 4651.348145
	Iteration 18Q: 3 clusters Score -1831481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1831506.625000 Penalty: 4651.348145
	Iteration 19Q: 3 clusters Score -1831507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1831518.125000 Penalty: 4651.348145
	Iteration 20F: 3 clusters Score -1831518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1831528.625000 Penalty: 4651.348145
	Iteration 21Q: 3 clusters Score -1831529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1831538.750000 Penalty: 4651.348145
	Iteration 22Q: 3 clusters Score -1831539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1831552.375000 Penalty: 4651.348145
	Iteration 23Q: 3 clusters Score -1831552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1831559.625000 Penalty: 4651.348145
	Iteration 24Q: 3 clusters Score -1831560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1831566.000000 Penalty: 4651.348145
	Iteration 25Q: 3 clusters Score -1831566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1831570.875000 Penalty: 4651.348145
	Iteration 26Q: 3 clusters Score -1831571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1831577.375000 Penalty: 4651.348145
	Iteration 27Q: 3 clusters Score -1831577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1831582.625000 Penalty: 4651.348145
	Iteration 28Q: 3 clusters Score -1831583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1831589.125000 Penalty: 4651.348145
	Iteration 29Q: 3 clusters Score -1831589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1831595.875000 Penalty: 4651.348145
	Iteration 30Q: 3 clusters Score -1831596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1831601.625000 Penalty: 4651.348145
	Iteration 31Q: 3 clusters Score -1831602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1831602.250000 Penalty: 4651.348145
	Iteration 32Q: 3 clusters Score -1831602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1831608.000000 Penalty: 4651.348145
	Iteration 33Q: 3 clusters Score -1831608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1831618.375000 Penalty: 4651.348145
	Iteration 34Q: 3 clusters Score -1831618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1831619.375000 Penalty: 4651.348145
	Iteration 35Q: 3 clusters Score -1831619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1831620.625000 Penalty: 4651.348145
	Iteration 36Q: 3 clusters Score -1831621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1831621.625000 Penalty: 4651.348145
	Iteration 37Q: 3 clusters Score -1831622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1831621.625000 Penalty: 4651.348145
	Iteration 38F: 3 clusters Score -1831622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -253774.531250 Penalty: 1861.362061
	Iteration 0F: 2 clusters Score -253774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -251300.796875 Penalty: 3722.724121
	Iteration 0F: 3 clusters Score -251300.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251841.437500 Penalty: 3722.724121
	Iteration 1F: 3 clusters Score -251841.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252026.015625 Penalty: 3722.724121
	Iteration 2F: 3 clusters Score -252026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252118.890625 Penalty: 3722.724121
	Iteration 3F: 3 clusters Score -252118.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252196.828125 Penalty: 3722.724121
	Iteration 4Q: 3 clusters Score -252196.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252265.500000 Penalty: 3722.724121
	Iteration 5Q: 3 clusters Score -252265.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -252303.218750 Penalty: 3722.724121
	Iteration 6Q: 3 clusters Score -252303.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252344.343750 Penalty: 3722.724121
	Iteration 7Q: 3 clusters Score -252344.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252374.265625 Penalty: 3722.724121
	Iteration 8Q: 3 clusters Score -252374.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252408.984375 Penalty: 3722.724121
	Iteration 9Q: 3 clusters Score -252409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252475.562500 Penalty: 3722.724121
	Iteration 10Q: 3 clusters Score -252475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -252570.062500 Penalty: 3722.724121
	Iteration 11Q: 3 clusters Score -252570.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252728.015625 Penalty: 3722.724121
	Iteration 12Q: 3 clusters Score -252728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252822.015625 Penalty: 3722.724121
	Iteration 13Q: 3 clusters Score -252822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252894.781250 Penalty: 3722.724121
	Iteration 14Q: 3 clusters Score -252894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -252953.359375 Penalty: 3722.724121
	Iteration 15Q: 3 clusters Score -252953.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -252999.484375 Penalty: 3722.724121
	Iteration 16Q: 3 clusters Score -252999.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253050.312500 Penalty: 3722.724121
	Iteration 17Q: 3 clusters Score -253050.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253102.000000 Penalty: 3722.724121
	Iteration 18Q: 3 clusters Score -253102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -253159.843750 Penalty: 3722.724121
	Iteration 19Q: 3 clusters Score -253159.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -253219.250000 Penalty: 3722.724121
	Iteration 20F: 3 clusters Score -253219.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -253272.000000 Penalty: 3722.724121
	Iteration 21Q: 3 clusters Score -253272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -253338.250000 Penalty: 3722.724121
	Iteration 22Q: 3 clusters Score -253338.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -253402.578125 Penalty: 3722.724121
	Iteration 23Q: 3 clusters Score -253402.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -253457.109375 Penalty: 3722.724121
	Iteration 24Q: 3 clusters Score -253457.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -253498.234375 Penalty: 3722.724121
	Iteration 25Q: 3 clusters Score -253498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -253524.921875 Penalty: 3722.724121
	Iteration 26Q: 3 clusters Score -253524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -253554.000000 Penalty: 3722.724121
	Iteration 27Q: 3 clusters Score -253554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -253580.171875 Penalty: 3722.724121
	Iteration 28Q: 3 clusters Score -253580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -253599.234375 Penalty: 3722.724121
	Iteration 29Q: 3 clusters Score -253599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -253610.890625 Penalty: 3722.724121
	Iteration 30Q: 3 clusters Score -253610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -253624.343750 Penalty: 3722.724121
	Iteration 31Q: 3 clusters Score -253624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -253634.890625 Penalty: 3722.724121
	Iteration 32Q: 3 clusters Score -253634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -253639.750000 Penalty: 3722.724121
	Iteration 33Q: 3 clusters Score -253639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -253643.406250 Penalty: 3722.724121
	Iteration 34Q: 3 clusters Score -253643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -253645.875000 Penalty: 3722.724121
	Iteration 35Q: 3 clusters Score -253645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -253647.171875 Penalty: 3722.724121
	Iteration 36Q: 3 clusters Score -253647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -253649.062500 Penalty: 3722.724121
	Iteration 37Q: 3 clusters Score -253649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -253649.062500 Penalty: 3722.724121
	Iteration 38F: 3 clusters Score -253649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Entering Unmasked Estep 
Score: -4801792.000000 Penalty: 2565.702148
	Iteration 0F: 2 clusters Score -4801792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4780515.500000 Penalty: 5131.404297
	Iteration 0F: 3 clusters Score -4780516 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4788404.000000 Penalty: 5131.404297
	Iteration 1F: 3 clusters Score -4788404 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4789079.000000 Penalty: 5131.404297
	Iteration 2F: 3 clusters Score -4789079 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4789853.500000 Penalty: 5131.404297
	Iteration 3F: 3 clusters Score -4789854 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4790721.500000 Penalty: 5131.404297
	Iteration 4F: 3 clusters Score -4790722 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4791738.500000 Penalty: 5131.404297
	Iteration 5F: 3 clusters Score -4791738 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4792929.500000 Penalty: 5131.404297
	Iteration 6F: 3 clusters Score -4792930 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4794330.000000 Penalty: 5131.404297
	Iteration 7F: 3 clusters Score -4794330 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4795725.500000 Penalty: 5131.404297
	Iteration 8F: 3 clusters Score -4795726 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4796746.500000 Penalty: 5131.404297
	Iteration 9Q: 3 clusters Score -4796746 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4797462.500000 Penalty: 5131.404297
	Iteration 10Q: 3 clusters Score -4797462 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4797879.500000 Penalty: 5131.404297
	Iteration 11Q: 3 clusters Score -4797880 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4798158.000000 Penalty: 5131.404297
	Iteration 12Q: 3 clusters Score -4798158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4798383.000000 Penalty: 5131.404297
	Iteration 13Q: 3 clusters Score -4798383 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4798583.000000 Penalty: 5131.404297
	Iteration 14Q: 3 clusters Score -4798583 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4798749.500000 Penalty: 5131.404297
	Iteration 15Q: 3 clusters Score -4798750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4798893.000000 Penalty: 5131.404297
	Iteration 16Q: 3 clusters Score -4798893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4799019.500000 Penalty: 5131.404297
	Iteration 17Q: 3 clusters Score -4799020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4799094.000000 Penalty: 5131.404297
	Iteration 18Q: 3 clusters Score -4799094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4799131.500000 Penalty: 5131.404297
	Iteration 19Q: 3 clusters Score -4799132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4799176.000000 Penalty: 5131.404297
	Iteration 20F: 3 clusters Score -4799176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4799217.000000 Penalty: 5131.404297
	Iteration 21Q: 3 clusters Score -4799217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4799253.000000 Penalty: 5131.404297
	Iteration 22Q: 3 clusters Score -4799253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4799295.500000 Penalty: 5131.404297
	Iteration 23Q: 3 clusters Score -4799296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4799318.000000 Penalty: 5131.404297
	Iteration 24Q: 3 clusters Score -4799318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4799355.500000 Penalty: 5131.404297
	Iteration 25Q: 3 clusters Score -4799356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4799385.000000 Penalty: 5131.404297
	Iteration 26Q: 3 clusters Score -4799385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4799398.000000 Penalty: 5131.404297
	Iteration 27Q: 3 clusters Score -4799398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4799410.500000 Penalty: 5131.404297
	Iteration 28Q: 3 clusters Score -4799410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4799439.000000 Penalty: 5131.404297
	Iteration 29Q: 3 clusters Score -4799439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4799449.500000 Penalty: 5131.404297
	Iteration 30Q: 3 clusters Score -4799450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4799452.500000 Penalty: 5131.404297
	Iteration 31Q: 3 clusters Score -4799452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4799467.000000 Penalty: 5131.404297
	Iteration 32Q: 3 clusters Score -4799467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4799468.000000 Penalty: 5131.404297
	Iteration 33Q: 3 clusters Score -4799468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4799466.000000 Penalty: 5131.404297
	Iteration 34Q: 3 clusters Score -4799466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4799469.000000 Penalty: 5131.404297
	Iteration 35Q: 3 clusters Score -4799469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4799479.000000 Penalty: 5131.404297
	Iteration 36Q: 3 clusters Score -4799479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4799487.500000 Penalty: 5131.404297
	Iteration 37Q: 3 clusters Score -4799488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4799511.500000 Penalty: 5131.404297
	Iteration 38Q: 3 clusters Score -4799512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4799515.000000 Penalty: 5131.404297
	Iteration 39Q: 3 clusters Score -4799515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4799518.000000 Penalty: 5131.404297
	Iteration 40F: 3 clusters Score -4799518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4799517.000000 Penalty: 5131.404297
	Iteration 41Q: 3 clusters Score -4799517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4799519.000000 Penalty: 5131.404297
	Iteration 42Q: 3 clusters Score -4799519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4799520.000000 Penalty: 5131.404297
	Iteration 43Q: 3 clusters Score -4799520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4799520.500000 Penalty: 5131.404297
	Iteration 44Q: 3 clusters Score -4799520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4799521.000000 Penalty: 5131.404297
	Iteration 45Q: 3 clusters Score -4799521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4799521.000000 Penalty: 5131.404297
	Iteration 46F: 3 clusters Score -4799521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67508.828125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67508.83 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68081.414062 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -68081.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68521.398438 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68521.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68827.437500 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -68827.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69043.296875 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -69043.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69155.773438 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -69155.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69173.296875 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -69173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69188.429688 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -69188.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69205.109375 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -69205.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69210.257812 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -69210.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69210.257812 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -69210.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62372 members 
Mstep: Class 5 contains 106485 members 
Mstep: Class 6 contains 11822 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 121 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42271 members 
Mstep: Class 12 contains 109382 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96842 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58495 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109160 members 
Mstep: Class 20 contains 51765 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
Score: -137794816.000000 Penalty: 88517.062500
Splitting cluster 9 changes total score from -137796304.000000 to -137794816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -1333824.875000 Penalty: 2260.611816
	Iteration 0F: 2 clusters Score -1333825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1326712.625000 Penalty: 4521.223633
	Iteration 0F: 3 clusters Score -1326713 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1328770.125000 Penalty: 4521.223633
	Iteration 1F: 3 clusters Score -1328770 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1329215.250000 Penalty: 4521.223633
	Iteration 2F: 3 clusters Score -1329215 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1329644.750000 Penalty: 4521.223633
	Iteration 3F: 3 clusters Score -1329645 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1330141.000000 Penalty: 4521.223633
	Iteration 4F: 3 clusters Score -1330141 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1330663.500000 Penalty: 4521.223633
	Iteration 5F: 3 clusters Score -1330664 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1331090.750000 Penalty: 4521.223633
	Iteration 6F: 3 clusters Score -1331091 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1331417.750000 Penalty: 4521.223633
	Iteration 7Q: 3 clusters Score -1331418 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1331663.625000 Penalty: 4521.223633
	Iteration 8Q: 3 clusters Score -1331664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1331878.125000 Penalty: 4521.223633
	Iteration 9Q: 3 clusters Score -1331878 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1332046.875000 Penalty: 4521.223633
	Iteration 10Q: 3 clusters Score -1332047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1332215.375000 Penalty: 4521.223633
	Iteration 11Q: 3 clusters Score -1332215 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1332367.750000 Penalty: 4521.223633
	Iteration 12Q: 3 clusters Score -1332368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1332481.750000 Penalty: 4521.223633
	Iteration 13Q: 3 clusters Score -1332482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1332565.875000 Penalty: 4521.223633
	Iteration 14Q: 3 clusters Score -1332566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1332615.500000 Penalty: 4521.223633
	Iteration 15Q: 3 clusters Score -1332616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1332636.500000 Penalty: 4521.223633
	Iteration 16Q: 3 clusters Score -1332636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1332644.500000 Penalty: 4521.223633
	Iteration 17Q: 3 clusters Score -1332644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1332649.625000 Penalty: 4521.223633
	Iteration 18Q: 3 clusters Score -1332650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1332656.375000 Penalty: 4521.223633
	Iteration 19Q: 3 clusters Score -1332656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1332660.250000 Penalty: 4521.223633
	Iteration 20F: 3 clusters Score -1332660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1332660.250000 Penalty: 4521.223633
	Iteration 21Q: 3 clusters Score -1332660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1332663.375000 Penalty: 4521.223633
	Iteration 22Q: 3 clusters Score -1332663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1332664.375000 Penalty: 4521.223633
	Iteration 23Q: 3 clusters Score -1332664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1332665.250000 Penalty: 4521.223633
	Iteration 24Q: 3 clusters Score -1332665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1332665.250000 Penalty: 4521.223633
	Iteration 25F: 3 clusters Score -1332665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Entering Unmasked Estep 
Score: -6525592.000000 Penalty: 2641.660400
	Iteration 0F: 2 clusters Score -6525592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -6496978.500000 Penalty: 5283.320801
	Iteration 0F: 3 clusters Score -6496978 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -6507896.500000 Penalty: 5283.320801
	Iteration 1F: 3 clusters Score -6507896 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -6508508.500000 Penalty: 5283.320801
	Iteration 2Q: 3 clusters Score -6508508 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -6509201.000000 Penalty: 5283.320801
	Iteration 3Q: 3 clusters Score -6509201 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -6509904.000000 Penalty: 5283.320801
	Iteration 4Q: 3 clusters Score -6509904 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6510672.500000 Penalty: 5283.320801
	Iteration 5Q: 3 clusters Score -6510672 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -6511401.500000 Penalty: 5283.320801
	Iteration 6Q: 3 clusters Score -6511402 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -6512209.000000 Penalty: 5283.320801
	Iteration 7Q: 3 clusters Score -6512209 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -6513246.000000 Penalty: 5283.320801
	Iteration 8Q: 3 clusters Score -6513246 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6514426.000000 Penalty: 5283.320801
	Iteration 9Q: 3 clusters Score -6514426 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6515677.500000 Penalty: 5283.320801
	Iteration 10Q: 3 clusters Score -6515678 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6516934.000000 Penalty: 5283.320801
	Iteration 11Q: 3 clusters Score -6516934 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -6517914.500000 Penalty: 5283.320801
	Iteration 12Q: 3 clusters Score -6517914 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6518407.000000 Penalty: 5283.320801
	Iteration 13Q: 3 clusters Score -6518407 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -6518709.000000 Penalty: 5283.320801
	Iteration 14Q: 3 clusters Score -6518709 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6518917.000000 Penalty: 5283.320801
	Iteration 15Q: 3 clusters Score -6518917 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -6519051.500000 Penalty: 5283.320801
	Iteration 16Q: 3 clusters Score -6519052 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6519154.000000 Penalty: 5283.320801
	Iteration 17Q: 3 clusters Score -6519154 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -6519294.500000 Penalty: 5283.320801
	Iteration 18Q: 3 clusters Score -6519294 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -6519425.500000 Penalty: 5283.320801
	Iteration 19Q: 3 clusters Score -6519426 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6519508.000000 Penalty: 5283.320801
	Iteration 20F: 3 clusters Score -6519508 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6519590.000000 Penalty: 5283.320801
	Iteration 21Q: 3 clusters Score -6519590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -6519654.000000 Penalty: 5283.320801
	Iteration 22Q: 3 clusters Score -6519654 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6519711.000000 Penalty: 5283.320801
	Iteration 23Q: 3 clusters Score -6519711 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -6519801.500000 Penalty: 5283.320801
	Iteration 24Q: 3 clusters Score -6519802 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -6519885.000000 Penalty: 5283.320801
	Iteration 25Q: 3 clusters Score -6519885 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -6519910.000000 Penalty: 5283.320801
	Iteration 26Q: 3 clusters Score -6519910 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6520006.000000 Penalty: 5283.320801
	Iteration 27Q: 3 clusters Score -6520006 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6520104.000000 Penalty: 5283.320801
	Iteration 28Q: 3 clusters Score -6520104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -6520181.500000 Penalty: 5283.320801
	Iteration 29Q: 3 clusters Score -6520182 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -6520282.500000 Penalty: 5283.320801
	Iteration 30Q: 3 clusters Score -6520282 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -6520415.500000 Penalty: 5283.320801
	Iteration 31Q: 3 clusters Score -6520416 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -6520532.000000 Penalty: 5283.320801
	Iteration 32Q: 3 clusters Score -6520532 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -6520669.000000 Penalty: 5283.320801
	Iteration 33Q: 3 clusters Score -6520669 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -6520800.500000 Penalty: 5283.320801
	Iteration 34Q: 3 clusters Score -6520800 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -6520939.000000 Penalty: 5283.320801
	Iteration 35Q: 3 clusters Score -6520939 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6521026.500000 Penalty: 5283.320801
	Iteration 36Q: 3 clusters Score -6521026 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6521190.000000 Penalty: 5283.320801
	Iteration 37Q: 3 clusters Score -6521190 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6521307.500000 Penalty: 5283.320801
	Iteration 38Q: 3 clusters Score -6521308 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -6521462.000000 Penalty: 5283.320801
	Iteration 39Q: 3 clusters Score -6521462 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6521584.000000 Penalty: 5283.320801
	Iteration 40F: 3 clusters Score -6521584 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -6521731.500000 Penalty: 5283.320801
	Iteration 41Q: 3 clusters Score -6521732 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -6521874.500000 Penalty: 5283.320801
	Iteration 42Q: 3 clusters Score -6521874 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -6522008.000000 Penalty: 5283.320801
	Iteration 43Q: 3 clusters Score -6522008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -6522131.000000 Penalty: 5283.320801
	Iteration 44Q: 3 clusters Score -6522131 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6522229.500000 Penalty: 5283.320801
	Iteration 45Q: 3 clusters Score -6522230 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6522376.000000 Penalty: 5283.320801
	Iteration 46Q: 3 clusters Score -6522376 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6522504.500000 Penalty: 5283.320801
	Iteration 47Q: 3 clusters Score -6522504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -6522586.000000 Penalty: 5283.320801
	Iteration 48Q: 3 clusters Score -6522586 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6522663.000000 Penalty: 5283.320801
	Iteration 49Q: 3 clusters Score -6522663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -6522750.500000 Penalty: 5283.320801
	Iteration 50Q: 3 clusters Score -6522750 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6522818.000000 Penalty: 5283.320801
	Iteration 51Q: 3 clusters Score -6522818 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -6522901.500000 Penalty: 5283.320801
	Iteration 52Q: 3 clusters Score -6522902 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -6522989.000000 Penalty: 5283.320801
	Iteration 53Q: 3 clusters Score -6522989 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6523068.000000 Penalty: 5283.320801
	Iteration 54Q: 3 clusters Score -6523068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -6523120.500000 Penalty: 5283.320801
	Iteration 55Q: 3 clusters Score -6523120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -6523165.500000 Penalty: 5283.320801
	Iteration 56Q: 3 clusters Score -6523166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -6523227.500000 Penalty: 5283.320801
	Iteration 57Q: 3 clusters Score -6523228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -6523252.500000 Penalty: 5283.320801
	Iteration 58Q: 3 clusters Score -6523252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6523291.500000 Penalty: 5283.320801
	Iteration 59Q: 3 clusters Score -6523292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -6523319.000000 Penalty: 5283.320801
	Iteration 60F: 3 clusters Score -6523319 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6523355.500000 Penalty: 5283.320801
	Iteration 61Q: 3 clusters Score -6523356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -6523391.500000 Penalty: 5283.320801
	Iteration 62Q: 3 clusters Score -6523392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -6523401.000000 Penalty: 5283.320801
	Iteration 63Q: 3 clusters Score -6523401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -6523425.000000 Penalty: 5283.320801
	Iteration 64Q: 3 clusters Score -6523425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -6523437.500000 Penalty: 5283.320801
	Iteration 65Q: 3 clusters Score -6523438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -6523459.000000 Penalty: 5283.320801
	Iteration 66Q: 3 clusters Score -6523459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -6523479.000000 Penalty: 5283.320801
	Iteration 67Q: 3 clusters Score -6523479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -6523494.000000 Penalty: 5283.320801
	Iteration 68Q: 3 clusters Score -6523494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -6523500.000000 Penalty: 5283.320801
	Iteration 69Q: 3 clusters Score -6523500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -6523516.000000 Penalty: 5283.320801
	Iteration 70Q: 3 clusters Score -6523516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -6523508.000000 Penalty: 5283.320801
	Iteration 71Q: 3 clusters Score -6523508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -6523509.500000 Penalty: 5283.320801
	Iteration 72Q: 3 clusters Score -6523510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -6523530.500000 Penalty: 5283.320801
	Iteration 73Q: 3 clusters Score -6523530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -6523527.500000 Penalty: 5283.320801
	Iteration 74Q: 3 clusters Score -6523528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -6523529.000000 Penalty: 5283.320801
	Iteration 75Q: 3 clusters Score -6523529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -6523527.000000 Penalty: 5283.320801
	Iteration 76Q: 3 clusters Score -6523527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -6523527.500000 Penalty: 5283.320801
	Iteration 77Q: 3 clusters Score -6523528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -6523532.500000 Penalty: 5283.320801
	Iteration 78Q: 3 clusters Score -6523532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -6523532.000000 Penalty: 5283.320801
	Iteration 79Q: 3 clusters Score -6523532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -6523540.000000 Penalty: 5283.320801
	Iteration 80F: 3 clusters Score -6523540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -6523532.500000 Penalty: 5283.320801
	Iteration 81Q: 3 clusters Score -6523532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6523527.000000 Penalty: 5283.320801
	Iteration 82Q: 3 clusters Score -6523527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6523532.500000 Penalty: 5283.320801
	Iteration 83Q: 3 clusters Score -6523532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -6523534.500000 Penalty: 5283.320801
	Iteration 84Q: 3 clusters Score -6523534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -6523534.500000 Penalty: 5283.320801
	Iteration 85F: 3 clusters Score -6523534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Entering Unmasked Estep 
Score: -16897398.000000 Penalty: 2877.445312
	Iteration 0F: 2 clusters Score -1.68974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -16826924.000000 Penalty: 5754.890625
	Iteration 0F: 3 clusters Score -1.682692e+07 nChanged 51852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -16857152.000000 Penalty: 5754.890625
	Iteration 1F: 3 clusters Score -1.685715e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -16858144.000000 Penalty: 5754.890625
	Iteration 2Q: 3 clusters Score -1.685814e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -16859434.000000 Penalty: 5754.890625
	Iteration 3Q: 3 clusters Score -1.685943e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -16861712.000000 Penalty: 5754.890625
	Iteration 4Q: 3 clusters Score -1.686171e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -16866024.000000 Penalty: 5754.890625
	Iteration 5F: 3 clusters Score -1.686602e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -16873224.000000 Penalty: 5754.890625
	Iteration 6F: 3 clusters Score -1.687322e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -16882052.000000 Penalty: 5754.890625
	Iteration 7F: 3 clusters Score -1.688205e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -16889498.000000 Penalty: 5754.890625
	Iteration 8F: 3 clusters Score -1.68895e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -16893552.000000 Penalty: 5754.890625
	Iteration 9Q: 3 clusters Score -1.689355e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -16894932.000000 Penalty: 5754.890625
	Iteration 10Q: 3 clusters Score -1.689493e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16895280.000000 Penalty: 5754.890625
	Iteration 11Q: 3 clusters Score -1.689528e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16895310.000000 Penalty: 5754.890625
	Iteration 12Q: 3 clusters Score -1.689531e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16895352.000000 Penalty: 5754.890625
	Iteration 13Q: 3 clusters Score -1.689535e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16895372.000000 Penalty: 5754.890625
	Iteration 14Q: 3 clusters Score -1.689537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16895358.000000 Penalty: 5754.890625
	Iteration 15Q: 3 clusters Score -1.689536e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16895344.000000 Penalty: 5754.890625
	Iteration 16Q: 3 clusters Score -1.689534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16895336.000000 Penalty: 5754.890625
	Iteration 17Q: 3 clusters Score -1.689534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16895346.000000 Penalty: 5754.890625
	Iteration 18Q: 3 clusters Score -1.689535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -16895340.000000 Penalty: 5754.890625
	Iteration 19Q: 3 clusters Score -1.689534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16895334.000000 Penalty: 5754.890625
	Iteration 20F: 3 clusters Score -1.689533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16895336.000000 Penalty: 5754.890625
	Iteration 21Q: 3 clusters Score -1.689534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16895342.000000 Penalty: 5754.890625
	Iteration 22Q: 3 clusters Score -1.689534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16895332.000000 Penalty: 5754.890625
	Iteration 23Q: 3 clusters Score -1.689533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16895328.000000 Penalty: 5754.890625
	Iteration 24Q: 3 clusters Score -1.689533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16895334.000000 Penalty: 5754.890625
	Iteration 25Q: 3 clusters Score -1.689533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -16895320.000000 Penalty: 5754.890625
	Iteration 26Q: 3 clusters Score -1.689532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16895338.000000 Penalty: 5754.890625
	Iteration 27Q: 3 clusters Score -1.689534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16895320.000000 Penalty: 5754.890625
	Iteration 28Q: 3 clusters Score -1.689532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16895330.000000 Penalty: 5754.890625
	Iteration 29Q: 3 clusters Score -1.689533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16895332.000000 Penalty: 5754.890625
	Iteration 30Q: 3 clusters Score -1.689533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16895340.000000 Penalty: 5754.890625
	Iteration 31Q: 3 clusters Score -1.689534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16895340.000000 Penalty: 5754.890625
	Iteration 32F: 3 clusters Score -1.689534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Entering Unmasked Estep 
Score: -4378721.000000 Penalty: 2549.823730
	Iteration 0F: 2 clusters Score -4378721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4358714.000000 Penalty: 5099.647461
	Iteration 0F: 3 clusters Score -4358714 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4366039.500000 Penalty: 5099.647461
	Iteration 1F: 3 clusters Score -4366040 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4366583.000000 Penalty: 5099.647461
	Iteration 2F: 3 clusters Score -4366583 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4367195.500000 Penalty: 5099.647461
	Iteration 3Q: 3 clusters Score -4367196 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4367975.500000 Penalty: 5099.647461
	Iteration 4F: 3 clusters Score -4367976 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4369140.000000 Penalty: 5099.647461
	Iteration 5F: 3 clusters Score -4369140 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4370716.000000 Penalty: 5099.647461
	Iteration 6F: 3 clusters Score -4370716 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4372605.000000 Penalty: 5099.647461
	Iteration 7F: 3 clusters Score -4372605 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4374260.500000 Penalty: 5099.647461
	Iteration 8F: 3 clusters Score -4374260 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4375309.000000 Penalty: 5099.647461
	Iteration 9Q: 3 clusters Score -4375309 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4375868.000000 Penalty: 5099.647461
	Iteration 10Q: 3 clusters Score -4375868 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4376142.500000 Penalty: 5099.647461
	Iteration 11Q: 3 clusters Score -4376142 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4376289.500000 Penalty: 5099.647461
	Iteration 12Q: 3 clusters Score -4376290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4376384.000000 Penalty: 5099.647461
	Iteration 13Q: 3 clusters Score -4376384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4376449.000000 Penalty: 5099.647461
	Iteration 14Q: 3 clusters Score -4376449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4376502.000000 Penalty: 5099.647461
	Iteration 15Q: 3 clusters Score -4376502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4376530.000000 Penalty: 5099.647461
	Iteration 16Q: 3 clusters Score -4376530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4376569.000000 Penalty: 5099.647461
	Iteration 17Q: 3 clusters Score -4376569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4376592.500000 Penalty: 5099.647461
	Iteration 18Q: 3 clusters Score -4376592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4376624.000000 Penalty: 5099.647461
	Iteration 19Q: 3 clusters Score -4376624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4376630.000000 Penalty: 5099.647461
	Iteration 20F: 3 clusters Score -4376630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4376629.000000 Penalty: 5099.647461
	Iteration 21Q: 3 clusters Score -4376629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4376633.500000 Penalty: 5099.647461
	Iteration 22Q: 3 clusters Score -4376634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4376636.000000 Penalty: 5099.647461
	Iteration 23Q: 3 clusters Score -4376636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4376652.500000 Penalty: 5099.647461
	Iteration 24Q: 3 clusters Score -4376652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4376656.500000 Penalty: 5099.647461
	Iteration 25Q: 3 clusters Score -4376656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4376667.500000 Penalty: 5099.647461
	Iteration 26Q: 3 clusters Score -4376668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4376666.500000 Penalty: 5099.647461
	Iteration 27Q: 3 clusters Score -4376666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4376666.500000 Penalty: 5099.647461
	Iteration 28F: 3 clusters Score -4376666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -805777.562500 Penalty: 2134.363037
	Iteration 0F: 2 clusters Score -805777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -801009.437500 Penalty: 4268.726074
	Iteration 0F: 3 clusters Score -801009.4 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -802254.062500 Penalty: 4268.726074
	Iteration 1F: 3 clusters Score -802254.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -802665.562500 Penalty: 4268.726074
	Iteration 2F: 3 clusters Score -802665.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -803067.312500 Penalty: 4268.726074
	Iteration 3F: 3 clusters Score -803067.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -803463.500000 Penalty: 4268.726074
	Iteration 4F: 3 clusters Score -803463.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -803771.250000 Penalty: 4268.726074
	Iteration 5F: 3 clusters Score -803771.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -804004.750000 Penalty: 4268.726074
	Iteration 6F: 3 clusters Score -804004.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -804157.062500 Penalty: 4268.726074
	Iteration 7Q: 3 clusters Score -804157.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -804269.750000 Penalty: 4268.726074
	Iteration 8Q: 3 clusters Score -804269.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -804323.062500 Penalty: 4268.726074
	Iteration 9Q: 3 clusters Score -804323.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -804356.687500 Penalty: 4268.726074
	Iteration 10Q: 3 clusters Score -804356.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -804378.000000 Penalty: 4268.726074
	Iteration 11Q: 3 clusters Score -804378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -804397.625000 Penalty: 4268.726074
	Iteration 12Q: 3 clusters Score -804397.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -804412.687500 Penalty: 4268.726074
	Iteration 13Q: 3 clusters Score -804412.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -804424.125000 Penalty: 4268.726074
	Iteration 14Q: 3 clusters Score -804424.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -804435.125000 Penalty: 4268.726074
	Iteration 15Q: 3 clusters Score -804435.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -804447.937500 Penalty: 4268.726074
	Iteration 16Q: 3 clusters Score -804447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -804457.000000 Penalty: 4268.726074
	Iteration 17Q: 3 clusters Score -804457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -804463.750000 Penalty: 4268.726074
	Iteration 18Q: 3 clusters Score -804463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -804471.625000 Penalty: 4268.726074
	Iteration 19Q: 3 clusters Score -804471.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -804477.062500 Penalty: 4268.726074
	Iteration 20F: 3 clusters Score -804477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -804483.562500 Penalty: 4268.726074
	Iteration 21Q: 3 clusters Score -804483.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -804485.437500 Penalty: 4268.726074
	Iteration 22Q: 3 clusters Score -804485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -804489.312500 Penalty: 4268.726074
	Iteration 23Q: 3 clusters Score -804489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -804493.750000 Penalty: 4268.726074
	Iteration 24Q: 3 clusters Score -804493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -804499.500000 Penalty: 4268.726074
	Iteration 25Q: 3 clusters Score -804499.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -804502.500000 Penalty: 4268.726074
	Iteration 26Q: 3 clusters Score -804502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -804503.187500 Penalty: 4268.726074
	Iteration 27Q: 3 clusters Score -804503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -804507.312500 Penalty: 4268.726074
	Iteration 28Q: 3 clusters Score -804507.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -804512.562500 Penalty: 4268.726074
	Iteration 29Q: 3 clusters Score -804512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -804517.062500 Penalty: 4268.726074
	Iteration 30Q: 3 clusters Score -804517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -804519.000000 Penalty: 4268.726074
	Iteration 31Q: 3 clusters Score -804519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -804521.187500 Penalty: 4268.726074
	Iteration 32Q: 3 clusters Score -804521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -804520.750000 Penalty: 4268.726074
	Iteration 33Q: 3 clusters Score -804520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -804522.375000 Penalty: 4268.726074
	Iteration 34Q: 3 clusters Score -804522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -804522.375000 Penalty: 4268.726074
	Iteration 35F: 3 clusters Score -804522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Entering Unmasked Estep 
Score: -14933735.000000 Penalty: 2847.247314
	Iteration 0F: 2 clusters Score -1.493374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -14870356.000000 Penalty: 5694.494629
	Iteration 0F: 3 clusters Score -1.487036e+07 nChanged 45841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -14896975.000000 Penalty: 5694.494629
	Iteration 1F: 3 clusters Score -1.489698e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -14898838.000000 Penalty: 5694.494629
	Iteration 2Q: 3 clusters Score -1.489884e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -14902064.000000 Penalty: 5694.494629
	Iteration 3F: 3 clusters Score -1.490206e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -14907064.000000 Penalty: 5694.494629
	Iteration 4F: 3 clusters Score -1.490706e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -14913588.000000 Penalty: 5694.494629
	Iteration 5F: 3 clusters Score -1.491359e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -14920329.000000 Penalty: 5694.494629
	Iteration 6F: 3 clusters Score -1.492033e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -14925425.000000 Penalty: 5694.494629
	Iteration 7F: 3 clusters Score -1.492542e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -14928454.000000 Penalty: 5694.494629
	Iteration 8Q: 3 clusters Score -1.492845e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -14929974.000000 Penalty: 5694.494629
	Iteration 9Q: 3 clusters Score -1.492997e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -14931010.000000 Penalty: 5694.494629
	Iteration 10Q: 3 clusters Score -1.493101e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -14931621.000000 Penalty: 5694.494629
	Iteration 11Q: 3 clusters Score -1.493162e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -14932017.000000 Penalty: 5694.494629
	Iteration 12Q: 3 clusters Score -1.493202e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -14932266.000000 Penalty: 5694.494629
	Iteration 13Q: 3 clusters Score -1.493227e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -14932423.000000 Penalty: 5694.494629
	Iteration 14Q: 3 clusters Score -1.493242e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -14932521.000000 Penalty: 5694.494629
	Iteration 15Q: 3 clusters Score -1.493252e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -14932560.000000 Penalty: 5694.494629
	Iteration 16Q: 3 clusters Score -1.493256e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -14932636.000000 Penalty: 5694.494629
	Iteration 17Q: 3 clusters Score -1.493264e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -14932648.000000 Penalty: 5694.494629
	Iteration 18Q: 3 clusters Score -1.493265e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -14932651.000000 Penalty: 5694.494629
	Iteration 19Q: 3 clusters Score -1.493265e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -14932676.000000 Penalty: 5694.494629
	Iteration 20F: 3 clusters Score -1.493268e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -14932699.000000 Penalty: 5694.494629
	Iteration 21Q: 3 clusters Score -1.49327e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -14932717.000000 Penalty: 5694.494629
	Iteration 22Q: 3 clusters Score -1.493272e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -14932718.000000 Penalty: 5694.494629
	Iteration 23Q: 3 clusters Score -1.493272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -14932728.000000 Penalty: 5694.494629
	Iteration 24Q: 3 clusters Score -1.493273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -14932728.000000 Penalty: 5694.494629
	Iteration 25Q: 3 clusters Score -1.493273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -14932699.000000 Penalty: 5694.494629
	Iteration 26Q: 3 clusters Score -1.49327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -14932703.000000 Penalty: 5694.494629
	Iteration 27Q: 3 clusters Score -1.49327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -14932709.000000 Penalty: 5694.494629
	Iteration 28Q: 3 clusters Score -1.493271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -14932720.000000 Penalty: 5694.494629
	Iteration 29Q: 3 clusters Score -1.493272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -14932719.000000 Penalty: 5694.494629
	Iteration 30Q: 3 clusters Score -1.493272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -14932722.000000 Penalty: 5694.494629
	Iteration 31Q: 3 clusters Score -1.493272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -14932722.000000 Penalty: 5694.494629
	Iteration 32Q: 3 clusters Score -1.493272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -14932723.000000 Penalty: 5694.494629
	Iteration 33Q: 3 clusters Score -1.493272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -14932717.000000 Penalty: 5694.494629
	Iteration 34Q: 3 clusters Score -1.493272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -14932731.000000 Penalty: 5694.494629
	Iteration 35Q: 3 clusters Score -1.493273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -14932726.000000 Penalty: 5694.494629
	Iteration 36Q: 3 clusters Score -1.493273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -14932723.000000 Penalty: 5694.494629
	Iteration 37Q: 3 clusters Score -1.493272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -14932733.000000 Penalty: 5694.494629
	Iteration 38Q: 3 clusters Score -1.493273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -14932735.000000 Penalty: 5694.494629
	Iteration 39Q: 3 clusters Score -1.493274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -14932735.000000 Penalty: 5694.494629
	Iteration 40F: 3 clusters Score -1.493274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38930.148438 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38930.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39306.550781 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39306.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39563.554688 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -39563.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39726.968750 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -39726.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39906.570312 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -39906.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39976.394531 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39976.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40003.855469 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -40003.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40010.906250 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -40010.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40013.925781 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -40013.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40013.925781 Penalty: 2886.761230
	Iteration 9F: 3 clusters Score -40013.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Entering Unmasked Estep 
Score: -9119779.000000 Penalty: 2722.220947
	Iteration 0F: 2 clusters Score -9119779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -9080478.000000 Penalty: 5444.441895
	Iteration 0F: 3 clusters Score -9080478 nChanged 27156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -9095636.000000 Penalty: 5444.441895
	Iteration 1F: 3 clusters Score -9095636 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -9096256.000000 Penalty: 5444.441895
	Iteration 2Q: 3 clusters Score -9096256 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -9096865.000000 Penalty: 5444.441895
	Iteration 3Q: 3 clusters Score -9096865 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -9097420.000000 Penalty: 5444.441895
	Iteration 4Q: 3 clusters Score -9097420 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -9098084.000000 Penalty: 5444.441895
	Iteration 5Q: 3 clusters Score -9098084 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -9098839.000000 Penalty: 5444.441895
	Iteration 6Q: 3 clusters Score -9098839 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -9099862.000000 Penalty: 5444.441895
	Iteration 7Q: 3 clusters Score -9099862 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -9101271.000000 Penalty: 5444.441895
	Iteration 8Q: 3 clusters Score -9101271 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -9103203.000000 Penalty: 5444.441895
	Iteration 9F: 3 clusters Score -9103203 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9105474.000000 Penalty: 5444.441895
	Iteration 10F: 3 clusters Score -9105474 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -9107447.000000 Penalty: 5444.441895
	Iteration 11F: 3 clusters Score -9107447 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -9108382.000000 Penalty: 5444.441895
	Iteration 12Q: 3 clusters Score -9108382 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -9108762.000000 Penalty: 5444.441895
	Iteration 13Q: 3 clusters Score -9108762 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -9108952.000000 Penalty: 5444.441895
	Iteration 14Q: 3 clusters Score -9108952 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -9109072.000000 Penalty: 5444.441895
	Iteration 15Q: 3 clusters Score -9109072 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -9109197.000000 Penalty: 5444.441895
	Iteration 16Q: 3 clusters Score -9109197 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -9109339.000000 Penalty: 5444.441895
	Iteration 17Q: 3 clusters Score -9109339 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -9109483.000000 Penalty: 5444.441895
	Iteration 18Q: 3 clusters Score -9109483 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9109570.000000 Penalty: 5444.441895
	Iteration 19Q: 3 clusters Score -9109570 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -9109763.000000 Penalty: 5444.441895
	Iteration 20F: 3 clusters Score -9109763 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -9109983.000000 Penalty: 5444.441895
	Iteration 21Q: 3 clusters Score -9109983 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -9110236.000000 Penalty: 5444.441895
	Iteration 22Q: 3 clusters Score -9110236 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9110446.000000 Penalty: 5444.441895
	Iteration 23Q: 3 clusters Score -9110446 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9110658.000000 Penalty: 5444.441895
	Iteration 24Q: 3 clusters Score -9110658 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -9110926.000000 Penalty: 5444.441895
	Iteration 25Q: 3 clusters Score -9110926 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -9111076.000000 Penalty: 5444.441895
	Iteration 26Q: 3 clusters Score -9111076 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -9111256.000000 Penalty: 5444.441895
	Iteration 27Q: 3 clusters Score -9111256 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -9111422.000000 Penalty: 5444.441895
	Iteration 28Q: 3 clusters Score -9111422 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -9111540.000000 Penalty: 5444.441895
	Iteration 29Q: 3 clusters Score -9111540 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -9111709.000000 Penalty: 5444.441895
	Iteration 30Q: 3 clusters Score -9111709 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9111821.000000 Penalty: 5444.441895
	Iteration 31Q: 3 clusters Score -9111821 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -9111902.000000 Penalty: 5444.441895
	Iteration 32Q: 3 clusters Score -9111902 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -9112042.000000 Penalty: 5444.441895
	Iteration 33Q: 3 clusters Score -9112042 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -9112103.000000 Penalty: 5444.441895
	Iteration 34Q: 3 clusters Score -9112103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -9112164.000000 Penalty: 5444.441895
	Iteration 35Q: 3 clusters Score -9112164 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -9112256.000000 Penalty: 5444.441895
	Iteration 36Q: 3 clusters Score -9112256 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -9112300.000000 Penalty: 5444.441895
	Iteration 37Q: 3 clusters Score -9112300 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -9112393.000000 Penalty: 5444.441895
	Iteration 38Q: 3 clusters Score -9112393 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -9112471.000000 Penalty: 5444.441895
	Iteration 39Q: 3 clusters Score -9112471 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9112507.000000 Penalty: 5444.441895
	Iteration 40F: 3 clusters Score -9112507 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -9112607.000000 Penalty: 5444.441895
	Iteration 41Q: 3 clusters Score -9112607 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -9112655.000000 Penalty: 5444.441895
	Iteration 42Q: 3 clusters Score -9112655 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -9112725.000000 Penalty: 5444.441895
	Iteration 43Q: 3 clusters Score -9112725 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -9112745.000000 Penalty: 5444.441895
	Iteration 44Q: 3 clusters Score -9112745 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -9112782.000000 Penalty: 5444.441895
	Iteration 45Q: 3 clusters Score -9112782 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -9112812.000000 Penalty: 5444.441895
	Iteration 46Q: 3 clusters Score -9112812 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -9112916.000000 Penalty: 5444.441895
	Iteration 47Q: 3 clusters Score -9112916 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -9112968.000000 Penalty: 5444.441895
	Iteration 48Q: 3 clusters Score -9112968 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -9113003.000000 Penalty: 5444.441895
	Iteration 49Q: 3 clusters Score -9113003 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -9113014.000000 Penalty: 5444.441895
	Iteration 50Q: 3 clusters Score -9113014 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -9113058.000000 Penalty: 5444.441895
	Iteration 51Q: 3 clusters Score -9113058 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -9113134.000000 Penalty: 5444.441895
	Iteration 52Q: 3 clusters Score -9113134 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -9113237.000000 Penalty: 5444.441895
	Iteration 53Q: 3 clusters Score -9113237 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -9113307.000000 Penalty: 5444.441895
	Iteration 54Q: 3 clusters Score -9113307 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -9113385.000000 Penalty: 5444.441895
	Iteration 55Q: 3 clusters Score -9113385 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -9113469.000000 Penalty: 5444.441895
	Iteration 56Q: 3 clusters Score -9113469 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -9113530.000000 Penalty: 5444.441895
	Iteration 57Q: 3 clusters Score -9113530 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -9113631.000000 Penalty: 5444.441895
	Iteration 58Q: 3 clusters Score -9113631 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -9113757.000000 Penalty: 5444.441895
	Iteration 59Q: 3 clusters Score -9113757 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -9113836.000000 Penalty: 5444.441895
	Iteration 60F: 3 clusters Score -9113836 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -9113944.000000 Penalty: 5444.441895
	Iteration 61Q: 3 clusters Score -9113944 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -9114042.000000 Penalty: 5444.441895
	Iteration 62Q: 3 clusters Score -9114042 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -9114159.000000 Penalty: 5444.441895
	Iteration 63Q: 3 clusters Score -9114159 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -9114264.000000 Penalty: 5444.441895
	Iteration 64Q: 3 clusters Score -9114264 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -9114390.000000 Penalty: 5444.441895
	Iteration 65Q: 3 clusters Score -9114390 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -9114502.000000 Penalty: 5444.441895
	Iteration 66Q: 3 clusters Score -9114502 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -9114682.000000 Penalty: 5444.441895
	Iteration 67Q: 3 clusters Score -9114682 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -9114856.000000 Penalty: 5444.441895
	Iteration 68Q: 3 clusters Score -9114856 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -9115025.000000 Penalty: 5444.441895
	Iteration 69Q: 3 clusters Score -9115025 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -9115227.000000 Penalty: 5444.441895
	Iteration 70Q: 3 clusters Score -9115227 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -9115331.000000 Penalty: 5444.441895
	Iteration 71Q: 3 clusters Score -9115331 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -9115469.000000 Penalty: 5444.441895
	Iteration 72Q: 3 clusters Score -9115469 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9115530.000000 Penalty: 5444.441895
	Iteration 73Q: 3 clusters Score -9115530 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -9115604.000000 Penalty: 5444.441895
	Iteration 74Q: 3 clusters Score -9115604 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -9115744.000000 Penalty: 5444.441895
	Iteration 75Q: 3 clusters Score -9115744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -9115849.000000 Penalty: 5444.441895
	Iteration 76Q: 3 clusters Score -9115849 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9115961.000000 Penalty: 5444.441895
	Iteration 77Q: 3 clusters Score -9115961 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9116103.000000 Penalty: 5444.441895
	Iteration 78Q: 3 clusters Score -9116103 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -9116229.000000 Penalty: 5444.441895
	Iteration 79Q: 3 clusters Score -9116229 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9116365.000000 Penalty: 5444.441895
	Iteration 80F: 3 clusters Score -9116365 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9116420.000000 Penalty: 5444.441895
	Iteration 81Q: 3 clusters Score -9116420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9116519.000000 Penalty: 5444.441895
	Iteration 82Q: 3 clusters Score -9116519 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9116613.000000 Penalty: 5444.441895
	Iteration 83Q: 3 clusters Score -9116613 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9116692.000000 Penalty: 5444.441895
	Iteration 84Q: 3 clusters Score -9116692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9116781.000000 Penalty: 5444.441895
	Iteration 85Q: 3 clusters Score -9116781 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9116861.000000 Penalty: 5444.441895
	Iteration 86Q: 3 clusters Score -9116861 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9116923.000000 Penalty: 5444.441895
	Iteration 87Q: 3 clusters Score -9116923 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9116960.000000 Penalty: 5444.441895
	Iteration 88Q: 3 clusters Score -9116960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9116998.000000 Penalty: 5444.441895
	Iteration 89Q: 3 clusters Score -9116998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9117011.000000 Penalty: 5444.441895
	Iteration 90Q: 3 clusters Score -9117011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9117085.000000 Penalty: 5444.441895
	Iteration 91Q: 3 clusters Score -9117085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9117094.000000 Penalty: 5444.441895
	Iteration 92Q: 3 clusters Score -9117094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9117115.000000 Penalty: 5444.441895
	Iteration 93Q: 3 clusters Score -9117115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9117142.000000 Penalty: 5444.441895
	Iteration 94Q: 3 clusters Score -9117142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9117163.000000 Penalty: 5444.441895
	Iteration 95Q: 3 clusters Score -9117163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9117195.000000 Penalty: 5444.441895
	Iteration 96Q: 3 clusters Score -9117195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9117202.000000 Penalty: 5444.441895
	Iteration 97Q: 3 clusters Score -9117202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9117231.000000 Penalty: 5444.441895
	Iteration 98Q: 3 clusters Score -9117231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9117244.000000 Penalty: 5444.441895
	Iteration 99Q: 3 clusters Score -9117244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9117251.000000 Penalty: 5444.441895
	Iteration 100F: 3 clusters Score -9117251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9117265.000000 Penalty: 5444.441895
	Iteration 101Q: 3 clusters Score -9117265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9117285.000000 Penalty: 5444.441895
	Iteration 102Q: 3 clusters Score -9117285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9117303.000000 Penalty: 5444.441895
	Iteration 103Q: 3 clusters Score -9117303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9117316.000000 Penalty: 5444.441895
	Iteration 104Q: 3 clusters Score -9117316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9117333.000000 Penalty: 5444.441895
	Iteration 105Q: 3 clusters Score -9117333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9117331.000000 Penalty: 5444.441895
	Iteration 106Q: 3 clusters Score -9117331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9117333.000000 Penalty: 5444.441895
	Iteration 107Q: 3 clusters Score -9117333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9117340.000000 Penalty: 5444.441895
	Iteration 108Q: 3 clusters Score -9117340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9117354.000000 Penalty: 5444.441895
	Iteration 109Q: 3 clusters Score -9117354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9117367.000000 Penalty: 5444.441895
	Iteration 110Q: 3 clusters Score -9117367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9117365.000000 Penalty: 5444.441895
	Iteration 111Q: 3 clusters Score -9117365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9117371.000000 Penalty: 5444.441895
	Iteration 112Q: 3 clusters Score -9117371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9117385.000000 Penalty: 5444.441895
	Iteration 113Q: 3 clusters Score -9117385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9117392.000000 Penalty: 5444.441895
	Iteration 114Q: 3 clusters Score -9117392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9117404.000000 Penalty: 5444.441895
	Iteration 115Q: 3 clusters Score -9117404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9117400.000000 Penalty: 5444.441895
	Iteration 116Q: 3 clusters Score -9117400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9117387.000000 Penalty: 5444.441895
	Iteration 117Q: 3 clusters Score -9117387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9117388.000000 Penalty: 5444.441895
	Iteration 118Q: 3 clusters Score -9117388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9117395.000000 Penalty: 5444.441895
	Iteration 119Q: 3 clusters Score -9117395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9117402.000000 Penalty: 5444.441895
	Iteration 120F: 3 clusters Score -9117402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9117395.000000 Penalty: 5444.441895
	Iteration 121Q: 3 clusters Score -9117395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9117399.000000 Penalty: 5444.441895
	Iteration 122Q: 3 clusters Score -9117399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9117407.000000 Penalty: 5444.441895
	Iteration 123Q: 3 clusters Score -9117407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9117404.000000 Penalty: 5444.441895
	Iteration 124Q: 3 clusters Score -9117404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9117404.000000 Penalty: 5444.441895
	Iteration 125Q: 3 clusters Score -9117404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9117406.000000 Penalty: 5444.441895
	Iteration 126Q: 3 clusters Score -9117406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9117405.000000 Penalty: 5444.441895
	Iteration 127Q: 3 clusters Score -9117405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9117399.000000 Penalty: 5444.441895
	Iteration 128Q: 3 clusters Score -9117399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9117409.000000 Penalty: 5444.441895
	Iteration 129Q: 3 clusters Score -9117409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9117408.000000 Penalty: 5444.441895
	Iteration 130Q: 3 clusters Score -9117408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9117405.000000 Penalty: 5444.441895
	Iteration 131Q: 3 clusters Score -9117405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9117406.000000 Penalty: 5444.441895
	Iteration 132Q: 3 clusters Score -9117406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9117411.000000 Penalty: 5444.441895
	Iteration 133Q: 3 clusters Score -9117411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9117415.000000 Penalty: 5444.441895
	Iteration 134Q: 3 clusters Score -9117415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9117411.000000 Penalty: 5444.441895
	Iteration 135Q: 3 clusters Score -9117411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9117411.000000 Penalty: 5444.441895
	Iteration 136F: 3 clusters Score -9117411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Entering Unmasked Estep 
Score: -6127612.000000 Penalty: 2632.864258
	Iteration 0F: 2 clusters Score -6127612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -6100121.000000 Penalty: 5265.728516
	Iteration 0F: 3 clusters Score -6100121 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6110439.000000 Penalty: 5265.728516
	Iteration 1F: 3 clusters Score -6110439 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6111333.000000 Penalty: 5265.728516
	Iteration 2F: 3 clusters Score -6111333 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6112483.500000 Penalty: 5265.728516
	Iteration 3F: 3 clusters Score -6112484 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6114313.500000 Penalty: 5265.728516
	Iteration 4F: 3 clusters Score -6114314 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -6116824.000000 Penalty: 5265.728516
	Iteration 5F: 3 clusters Score -6116824 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6119683.000000 Penalty: 5265.728516
	Iteration 6F: 3 clusters Score -6119683 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -6122101.000000 Penalty: 5265.728516
	Iteration 7F: 3 clusters Score -6122101 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -6123613.000000 Penalty: 5265.728516
	Iteration 8Q: 3 clusters Score -6123613 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -6124411.500000 Penalty: 5265.728516
	Iteration 9Q: 3 clusters Score -6124412 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -6124866.000000 Penalty: 5265.728516
	Iteration 10Q: 3 clusters Score -6124866 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -6125100.000000 Penalty: 5265.728516
	Iteration 11Q: 3 clusters Score -6125100 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -6125251.000000 Penalty: 5265.728516
	Iteration 12Q: 3 clusters Score -6125251 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -6125352.500000 Penalty: 5265.728516
	Iteration 13Q: 3 clusters Score -6125352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6125420.000000 Penalty: 5265.728516
	Iteration 14Q: 3 clusters Score -6125420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6125508.500000 Penalty: 5265.728516
	Iteration 15Q: 3 clusters Score -6125508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -6125571.000000 Penalty: 5265.728516
	Iteration 16Q: 3 clusters Score -6125571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6125624.500000 Penalty: 5265.728516
	Iteration 17Q: 3 clusters Score -6125624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -6125653.500000 Penalty: 5265.728516
	Iteration 18Q: 3 clusters Score -6125654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -6125695.500000 Penalty: 5265.728516
	Iteration 19Q: 3 clusters Score -6125696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -6125730.500000 Penalty: 5265.728516
	Iteration 20F: 3 clusters Score -6125730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -6125774.500000 Penalty: 5265.728516
	Iteration 21Q: 3 clusters Score -6125774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6125818.000000 Penalty: 5265.728516
	Iteration 22Q: 3 clusters Score -6125818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -6125858.000000 Penalty: 5265.728516
	Iteration 23Q: 3 clusters Score -6125858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -6125890.500000 Penalty: 5265.728516
	Iteration 24Q: 3 clusters Score -6125890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -6125916.000000 Penalty: 5265.728516
	Iteration 25Q: 3 clusters Score -6125916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -6125937.000000 Penalty: 5265.728516
	Iteration 26Q: 3 clusters Score -6125937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -6125943.000000 Penalty: 5265.728516
	Iteration 27Q: 3 clusters Score -6125943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -6125969.000000 Penalty: 5265.728516
	Iteration 28Q: 3 clusters Score -6125969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -6125966.500000 Penalty: 5265.728516
	Iteration 29Q: 3 clusters Score -6125966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -6125969.500000 Penalty: 5265.728516
	Iteration 30Q: 3 clusters Score -6125970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -6125985.500000 Penalty: 5265.728516
	Iteration 31Q: 3 clusters Score -6125986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6125996.500000 Penalty: 5265.728516
	Iteration 32Q: 3 clusters Score -6125996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6126013.000000 Penalty: 5265.728516
	Iteration 33Q: 3 clusters Score -6126013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6126015.000000 Penalty: 5265.728516
	Iteration 34Q: 3 clusters Score -6126015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -6126015.500000 Penalty: 5265.728516
	Iteration 35Q: 3 clusters Score -6126016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6126017.000000 Penalty: 5265.728516
	Iteration 36Q: 3 clusters Score -6126017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6126032.500000 Penalty: 5265.728516
	Iteration 37Q: 3 clusters Score -6126032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6126040.000000 Penalty: 5265.728516
	Iteration 38Q: 3 clusters Score -6126040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6126041.500000 Penalty: 5265.728516
	Iteration 39Q: 3 clusters Score -6126042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -6126058.000000 Penalty: 5265.728516
	Iteration 40F: 3 clusters Score -6126058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6126068.500000 Penalty: 5265.728516
	Iteration 41Q: 3 clusters Score -6126068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -6126076.500000 Penalty: 5265.728516
	Iteration 42Q: 3 clusters Score -6126076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -6126084.500000 Penalty: 5265.728516
	Iteration 43Q: 3 clusters Score -6126084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -6126092.000000 Penalty: 5265.728516
	Iteration 44Q: 3 clusters Score -6126092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6126087.500000 Penalty: 5265.728516
	Iteration 45Q: 3 clusters Score -6126088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -6126087.000000 Penalty: 5265.728516
	Iteration 46Q: 3 clusters Score -6126087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -6126087.500000 Penalty: 5265.728516
	Iteration 47Q: 3 clusters Score -6126088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -6126091.000000 Penalty: 5265.728516
	Iteration 48Q: 3 clusters Score -6126091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -6126091.500000 Penalty: 5265.728516
	Iteration 49Q: 3 clusters Score -6126092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -6126085.500000 Penalty: 5265.728516
	Iteration 50Q: 3 clusters Score -6126086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -6126088.500000 Penalty: 5265.728516
	Iteration 51Q: 3 clusters Score -6126088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -6126089.500000 Penalty: 5265.728516
	Iteration 52Q: 3 clusters Score -6126090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6126089.500000 Penalty: 5265.728516
	Iteration 53Q: 3 clusters Score -6126090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -6126088.000000 Penalty: 5265.728516
	Iteration 54Q: 3 clusters Score -6126088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6126095.500000 Penalty: 5265.728516
	Iteration 55Q: 3 clusters Score -6126096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6126095.500000 Penalty: 5265.728516
	Iteration 56F: 3 clusters Score -6126096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109160 members 
Entering Unmasked Estep 
Score: -16784856.000000 Penalty: 2876.941406
	Iteration 0F: 2 clusters Score -1.678486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -16714381.000000 Penalty: 5753.882812
	Iteration 0F: 3 clusters Score -1.671438e+07 nChanged 51829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -16744005.000000 Penalty: 5753.882812
	Iteration 1F: 3 clusters Score -1.6744e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -16744887.000000 Penalty: 5753.882812
	Iteration 2Q: 3 clusters Score -1.674489e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -16746036.000000 Penalty: 5753.882812
	Iteration 3Q: 3 clusters Score -1.674604e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -16747895.000000 Penalty: 5753.882812
	Iteration 4Q: 3 clusters Score -1.67479e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -16750613.000000 Penalty: 5753.882812
	Iteration 5F: 3 clusters Score -1.675061e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -16754380.000000 Penalty: 5753.882812
	Iteration 6F: 3 clusters Score -1.675438e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -16759458.000000 Penalty: 5753.882812
	Iteration 7F: 3 clusters Score -1.675946e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -16765581.000000 Penalty: 5753.882812
	Iteration 8F: 3 clusters Score -1.676558e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -16771751.000000 Penalty: 5753.882812
	Iteration 9F: 3 clusters Score -1.677175e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -16776795.000000 Penalty: 5753.882812
	Iteration 10F: 3 clusters Score -1.67768e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -16779670.000000 Penalty: 5753.882812
	Iteration 11Q: 3 clusters Score -1.677967e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -16780726.000000 Penalty: 5753.882812
	Iteration 12Q: 3 clusters Score -1.678073e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -16781272.000000 Penalty: 5753.882812
	Iteration 13Q: 3 clusters Score -1.678127e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -16781674.000000 Penalty: 5753.882812
	Iteration 14Q: 3 clusters Score -1.678167e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -16781950.000000 Penalty: 5753.882812
	Iteration 15Q: 3 clusters Score -1.678195e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -16782204.000000 Penalty: 5753.882812
	Iteration 16Q: 3 clusters Score -1.67822e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -16782360.000000 Penalty: 5753.882812
	Iteration 17Q: 3 clusters Score -1.678236e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -16782618.000000 Penalty: 5753.882812
	Iteration 18Q: 3 clusters Score -1.678262e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -16782806.000000 Penalty: 5753.882812
	Iteration 19Q: 3 clusters Score -1.678281e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -16783068.000000 Penalty: 5753.882812
	Iteration 20F: 3 clusters Score -1.678307e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -16783274.000000 Penalty: 5753.882812
	Iteration 21Q: 3 clusters Score -1.678327e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -16783384.000000 Penalty: 5753.882812
	Iteration 22Q: 3 clusters Score -1.678338e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -16783538.000000 Penalty: 5753.882812
	Iteration 23Q: 3 clusters Score -1.678354e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -16783614.000000 Penalty: 5753.882812
	Iteration 24Q: 3 clusters Score -1.678361e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -16783764.000000 Penalty: 5753.882812
	Iteration 25Q: 3 clusters Score -1.678376e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -16783902.000000 Penalty: 5753.882812
	Iteration 26Q: 3 clusters Score -1.67839e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -16784036.000000 Penalty: 5753.882812
	Iteration 27Q: 3 clusters Score -1.678404e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -16784096.000000 Penalty: 5753.882812
	Iteration 28Q: 3 clusters Score -1.67841e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -16784166.000000 Penalty: 5753.882812
	Iteration 29Q: 3 clusters Score -1.678417e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -16784216.000000 Penalty: 5753.882812
	Iteration 30Q: 3 clusters Score -1.678422e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -16784248.000000 Penalty: 5753.882812
	Iteration 31Q: 3 clusters Score -1.678425e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -16784300.000000 Penalty: 5753.882812
	Iteration 32Q: 3 clusters Score -1.67843e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -16784256.000000 Penalty: 5753.882812
	Iteration 33Q: 3 clusters Score -1.678426e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -16784288.000000 Penalty: 5753.882812
	Iteration 34Q: 3 clusters Score -1.678429e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -16784292.000000 Penalty: 5753.882812
	Iteration 35Q: 3 clusters Score -1.678429e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -16784180.000000 Penalty: 5753.882812
	Iteration 36Q: 3 clusters Score -1.678418e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -16784146.000000 Penalty: 5753.882812
	Iteration 37Q: 3 clusters Score -1.678415e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -16784140.000000 Penalty: 5753.882812
	Iteration 38Q: 3 clusters Score -1.678414e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -16784096.000000 Penalty: 5753.882812
	Iteration 39Q: 3 clusters Score -1.67841e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -16784076.000000 Penalty: 5753.882812
	Iteration 40F: 3 clusters Score -1.678408e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -16784078.000000 Penalty: 5753.882812
	Iteration 41Q: 3 clusters Score -1.678408e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -16784074.000000 Penalty: 5753.882812
	Iteration 42Q: 3 clusters Score -1.678407e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -16784074.000000 Penalty: 5753.882812
	Iteration 43Q: 3 clusters Score -1.678407e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -16784014.000000 Penalty: 5753.882812
	Iteration 44Q: 3 clusters Score -1.678401e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -16783980.000000 Penalty: 5753.882812
	Iteration 45Q: 3 clusters Score -1.678398e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -16783964.000000 Penalty: 5753.882812
	Iteration 46Q: 3 clusters Score -1.678396e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -16783944.000000 Penalty: 5753.882812
	Iteration 47Q: 3 clusters Score -1.678394e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -16783888.000000 Penalty: 5753.882812
	Iteration 48Q: 3 clusters Score -1.678389e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -16783856.000000 Penalty: 5753.882812
	Iteration 49Q: 3 clusters Score -1.678386e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -16783810.000000 Penalty: 5753.882812
	Iteration 50Q: 3 clusters Score -1.678381e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -16783786.000000 Penalty: 5753.882812
	Iteration 51Q: 3 clusters Score -1.678379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -16783756.000000 Penalty: 5753.882812
	Iteration 52Q: 3 clusters Score -1.678376e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -16783774.000000 Penalty: 5753.882812
	Iteration 53Q: 3 clusters Score -1.678377e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -16783712.000000 Penalty: 5753.882812
	Iteration 54Q: 3 clusters Score -1.678371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -16783678.000000 Penalty: 5753.882812
	Iteration 55Q: 3 clusters Score -1.678368e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -16783682.000000 Penalty: 5753.882812
	Iteration 56Q: 3 clusters Score -1.678368e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -16783668.000000 Penalty: 5753.882812
	Iteration 57Q: 3 clusters Score -1.678367e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -16783678.000000 Penalty: 5753.882812
	Iteration 58Q: 3 clusters Score -1.678368e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -16783656.000000 Penalty: 5753.882812
	Iteration 59Q: 3 clusters Score -1.678366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -16783650.000000 Penalty: 5753.882812
	Iteration 60F: 3 clusters Score -1.678365e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -16783632.000000 Penalty: 5753.882812
	Iteration 61Q: 3 clusters Score -1.678363e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -16783606.000000 Penalty: 5753.882812
	Iteration 62Q: 3 clusters Score -1.678361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -16783584.000000 Penalty: 5753.882812
	Iteration 63Q: 3 clusters Score -1.678358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -16783578.000000 Penalty: 5753.882812
	Iteration 64Q: 3 clusters Score -1.678358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -16783572.000000 Penalty: 5753.882812
	Iteration 65Q: 3 clusters Score -1.678357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -16783604.000000 Penalty: 5753.882812
	Iteration 66Q: 3 clusters Score -1.67836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -16783570.000000 Penalty: 5753.882812
	Iteration 67Q: 3 clusters Score -1.678357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -16783552.000000 Penalty: 5753.882812
	Iteration 68Q: 3 clusters Score -1.678355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -16783540.000000 Penalty: 5753.882812
	Iteration 69Q: 3 clusters Score -1.678354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -16783560.000000 Penalty: 5753.882812
	Iteration 70Q: 3 clusters Score -1.678356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -16783552.000000 Penalty: 5753.882812
	Iteration 71Q: 3 clusters Score -1.678355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -16783550.000000 Penalty: 5753.882812
	Iteration 72Q: 3 clusters Score -1.678355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -16783526.000000 Penalty: 5753.882812
	Iteration 73Q: 3 clusters Score -1.678353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -16783520.000000 Penalty: 5753.882812
	Iteration 74Q: 3 clusters Score -1.678352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -16783518.000000 Penalty: 5753.882812
	Iteration 75Q: 3 clusters Score -1.678352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -16783502.000000 Penalty: 5753.882812
	Iteration 76Q: 3 clusters Score -1.67835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -16783474.000000 Penalty: 5753.882812
	Iteration 77Q: 3 clusters Score -1.678347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -16783456.000000 Penalty: 5753.882812
	Iteration 78Q: 3 clusters Score -1.678346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -16783442.000000 Penalty: 5753.882812
	Iteration 79Q: 3 clusters Score -1.678344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -16783426.000000 Penalty: 5753.882812
	Iteration 80F: 3 clusters Score -1.678343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -16783444.000000 Penalty: 5753.882812
	Iteration 81Q: 3 clusters Score -1.678344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 107374 members 
Entering Unmasked Estep 
Score: -16783440.000000 Penalty: 5753.882812
	Iteration 82Q: 3 clusters Score -1.678344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -16783424.000000 Penalty: 5753.882812
	Iteration 83Q: 3 clusters Score -1.678342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -16783426.000000 Penalty: 5753.882812
	Iteration 84Q: 3 clusters Score -1.678343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 107423 members 
Entering Unmasked Estep 
Score: -16783434.000000 Penalty: 5753.882812
	Iteration 85Q: 3 clusters Score -1.678343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -16783440.000000 Penalty: 5753.882812
	Iteration 86Q: 3 clusters Score -1.678344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -16783428.000000 Penalty: 5753.882812
	Iteration 87Q: 3 clusters Score -1.678343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -16783422.000000 Penalty: 5753.882812
	Iteration 88Q: 3 clusters Score -1.678342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -16783432.000000 Penalty: 5753.882812
	Iteration 89Q: 3 clusters Score -1.678343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -16783432.000000 Penalty: 5753.882812
	Iteration 90Q: 3 clusters Score -1.678343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -16783444.000000 Penalty: 5753.882812
	Iteration 91Q: 3 clusters Score -1.678344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -16783450.000000 Penalty: 5753.882812
	Iteration 92Q: 3 clusters Score -1.678345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -16783444.000000 Penalty: 5753.882812
	Iteration 93Q: 3 clusters Score -1.678344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -16783434.000000 Penalty: 5753.882812
	Iteration 94Q: 3 clusters Score -1.678343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -16783436.000000 Penalty: 5753.882812
	Iteration 95Q: 3 clusters Score -1.678344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -16783446.000000 Penalty: 5753.882812
	Iteration 96Q: 3 clusters Score -1.678345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -16783434.000000 Penalty: 5753.882812
	Iteration 97Q: 3 clusters Score -1.678343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -16783438.000000 Penalty: 5753.882812
	Iteration 98Q: 3 clusters Score -1.678344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -16783432.000000 Penalty: 5753.882812
	Iteration 99Q: 3 clusters Score -1.678343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -16783432.000000 Penalty: 5753.882812
	Iteration 100F: 3 clusters Score -1.678343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Entering Unmasked Estep 
Score: -7800857.500000 Penalty: 2691.908447
	Iteration 0F: 2 clusters Score -7800858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -7765972.000000 Penalty: 5383.816895
	Iteration 0F: 3 clusters Score -7765972 nChanged 23858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -7779607.000000 Penalty: 5383.816895
	Iteration 1F: 3 clusters Score -7779607 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -7780197.500000 Penalty: 5383.816895
	Iteration 2Q: 3 clusters Score -7780198 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -7780661.500000 Penalty: 5383.816895
	Iteration 3Q: 3 clusters Score -7780662 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -7781158.500000 Penalty: 5383.816895
	Iteration 4Q: 3 clusters Score -7781158 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -7781613.000000 Penalty: 5383.816895
	Iteration 5Q: 3 clusters Score -7781613 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7782197.000000 Penalty: 5383.816895
	Iteration 6Q: 3 clusters Score -7782197 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7783050.000000 Penalty: 5383.816895
	Iteration 7Q: 3 clusters Score -7783050 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -7784330.000000 Penalty: 5383.816895
	Iteration 8Q: 3 clusters Score -7784330 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -7786063.500000 Penalty: 5383.816895
	Iteration 9F: 3 clusters Score -7786064 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -7788620.500000 Penalty: 5383.816895
	Iteration 10F: 3 clusters Score -7788620 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -7791577.000000 Penalty: 5383.816895
	Iteration 11F: 3 clusters Score -7791577 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -7794244.500000 Penalty: 5383.816895
	Iteration 12F: 3 clusters Score -7794244 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7796170.500000 Penalty: 5383.816895
	Iteration 13Q: 3 clusters Score -7796170 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7797230.000000 Penalty: 5383.816895
	Iteration 14Q: 3 clusters Score -7797230 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7797822.500000 Penalty: 5383.816895
	Iteration 15Q: 3 clusters Score -7797822 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7798111.500000 Penalty: 5383.816895
	Iteration 16Q: 3 clusters Score -7798112 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7798241.500000 Penalty: 5383.816895
	Iteration 17Q: 3 clusters Score -7798242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7798338.000000 Penalty: 5383.816895
	Iteration 18Q: 3 clusters Score -7798338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7798384.500000 Penalty: 5383.816895
	Iteration 19Q: 3 clusters Score -7798384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7798445.000000 Penalty: 5383.816895
	Iteration 20F: 3 clusters Score -7798445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7798482.000000 Penalty: 5383.816895
	Iteration 21Q: 3 clusters Score -7798482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7798508.000000 Penalty: 5383.816895
	Iteration 22Q: 3 clusters Score -7798508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7798515.000000 Penalty: 5383.816895
	Iteration 23Q: 3 clusters Score -7798515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7798528.000000 Penalty: 5383.816895
	Iteration 24Q: 3 clusters Score -7798528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7798536.000000 Penalty: 5383.816895
	Iteration 25Q: 3 clusters Score -7798536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7798542.000000 Penalty: 5383.816895
	Iteration 26Q: 3 clusters Score -7798542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7798551.500000 Penalty: 5383.816895
	Iteration 27Q: 3 clusters Score -7798552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7798551.000000 Penalty: 5383.816895
	Iteration 28Q: 3 clusters Score -7798551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7798554.000000 Penalty: 5383.816895
	Iteration 29Q: 3 clusters Score -7798554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7798556.500000 Penalty: 5383.816895
	Iteration 30Q: 3 clusters Score -7798556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7798558.000000 Penalty: 5383.816895
	Iteration 31Q: 3 clusters Score -7798558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7798564.500000 Penalty: 5383.816895
	Iteration 32Q: 3 clusters Score -7798564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7798562.000000 Penalty: 5383.816895
	Iteration 33Q: 3 clusters Score -7798562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7798562.000000 Penalty: 5383.816895
	Iteration 34F: 3 clusters Score -7798562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133861.718750 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133861.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134227.234375 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134227.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134531.437500 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134531.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134760.625000 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134760.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135036.656250 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -135036.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135295.250000 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -135295.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -135443.421875 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -135496.953125 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135517.062500 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -135527.562500 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -135534.765625 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135540.296875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -135543.203125 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -135543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135544.078125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -135544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135544.078125 Penalty: 3416.731934
	Iteration 14F: 3 clusters Score -135544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -830932.062500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -830932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -826018.000000 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -826018 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -827318.187500 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -827318.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -827576.875000 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -827576.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -827741.937500 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -827741.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -827891.625000 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -827891.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -828027.437500 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -828027.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -828189.750000 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -828189.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -828396.000000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -828396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -828634.062500 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -828634.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -828973.937500 Penalty: 4285.147949
	Iteration 9F: 3 clusters Score -828973.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -829252.750000 Penalty: 4285.147949
	Iteration 10F: 3 clusters Score -829252.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -829491.375000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -829491.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -829675.375000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -829675.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -829788.562500 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -829788.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -829868.812500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -829868.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -829900.750000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -829900.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -829931.937500 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -829931.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -829956.000000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -829956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -829971.187500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -829971.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -829978.687500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -829978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -829982.375000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -829982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -829983.375000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -829983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -829988.687500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -829988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -829996.937500 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -829996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -830006.000000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -830006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -830008.625000 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -830008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -830011.250000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -830011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -830010.000000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -830010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -830011.937500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -830011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -830015.750000 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -830015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -830017.687500 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -830017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -830018.312500 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -830018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -830018.312500 Penalty: 4285.147949
	Iteration 32F: 3 clusters Score -830018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Entering Unmasked Estep 
Score: -15232336.000000 Penalty: 2852.449951
	Iteration 0F: 2 clusters Score -1.523234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -15169044.000000 Penalty: 5704.899902
	Iteration 0F: 3 clusters Score -1.516904e+07 nChanged 46719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -15195638.000000 Penalty: 5704.899902
	Iteration 1F: 3 clusters Score -1.519564e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -15196344.000000 Penalty: 5704.899902
	Iteration 2Q: 3 clusters Score -1.519634e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -15197109.000000 Penalty: 5704.899902
	Iteration 3Q: 3 clusters Score -1.519711e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -15197994.000000 Penalty: 5704.899902
	Iteration 4Q: 3 clusters Score -1.519799e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -15199350.000000 Penalty: 5704.899902
	Iteration 5Q: 3 clusters Score -1.519935e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -15201633.000000 Penalty: 5704.899902
	Iteration 6Q: 3 clusters Score -1.520163e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -15205063.000000 Penalty: 5704.899902
	Iteration 7F: 3 clusters Score -1.520506e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -15210460.000000 Penalty: 5704.899902
	Iteration 8F: 3 clusters Score -1.521046e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -15216552.000000 Penalty: 5704.899902
	Iteration 9F: 3 clusters Score -1.521655e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -15221994.000000 Penalty: 5704.899902
	Iteration 10F: 3 clusters Score -1.522199e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -15225303.000000 Penalty: 5704.899902
	Iteration 11Q: 3 clusters Score -1.52253e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -15227062.000000 Penalty: 5704.899902
	Iteration 12Q: 3 clusters Score -1.522706e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -15228162.000000 Penalty: 5704.899902
	Iteration 13Q: 3 clusters Score -1.522816e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -15228954.000000 Penalty: 5704.899902
	Iteration 14Q: 3 clusters Score -1.522895e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -15229556.000000 Penalty: 5704.899902
	Iteration 15Q: 3 clusters Score -1.522956e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -15229936.000000 Penalty: 5704.899902
	Iteration 16Q: 3 clusters Score -1.522994e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -15230283.000000 Penalty: 5704.899902
	Iteration 17Q: 3 clusters Score -1.523028e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -15230582.000000 Penalty: 5704.899902
	Iteration 18Q: 3 clusters Score -1.523058e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -15230828.000000 Penalty: 5704.899902
	Iteration 19Q: 3 clusters Score -1.523083e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -15231026.000000 Penalty: 5704.899902
	Iteration 20F: 3 clusters Score -1.523103e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -15231147.000000 Penalty: 5704.899902
	Iteration 21Q: 3 clusters Score -1.523115e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -15231190.000000 Penalty: 5704.899902
	Iteration 22Q: 3 clusters Score -1.523119e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -15231244.000000 Penalty: 5704.899902
	Iteration 23Q: 3 clusters Score -1.523124e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -15231228.000000 Penalty: 5704.899902
	Iteration 24Q: 3 clusters Score -1.523123e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -15231258.000000 Penalty: 5704.899902
	Iteration 25Q: 3 clusters Score -1.523126e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15231238.000000 Penalty: 5704.899902
	Iteration 26Q: 3 clusters Score -1.523124e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -15231203.000000 Penalty: 5704.899902
	Iteration 27Q: 3 clusters Score -1.52312e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -15231207.000000 Penalty: 5704.899902
	Iteration 28Q: 3 clusters Score -1.523121e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -15231147.000000 Penalty: 5704.899902
	Iteration 29Q: 3 clusters Score -1.523115e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15231118.000000 Penalty: 5704.899902
	Iteration 30Q: 3 clusters Score -1.523112e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15231103.000000 Penalty: 5704.899902
	Iteration 31Q: 3 clusters Score -1.52311e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -15231131.000000 Penalty: 5704.899902
	Iteration 32Q: 3 clusters Score -1.523113e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -15231103.000000 Penalty: 5704.899902
	Iteration 33Q: 3 clusters Score -1.52311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15231100.000000 Penalty: 5704.899902
	Iteration 34Q: 3 clusters Score -1.52311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15231113.000000 Penalty: 5704.899902
	Iteration 35Q: 3 clusters Score -1.523111e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -15231076.000000 Penalty: 5704.899902
	Iteration 36Q: 3 clusters Score -1.523108e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15231046.000000 Penalty: 5704.899902
	Iteration 37Q: 3 clusters Score -1.523105e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15231051.000000 Penalty: 5704.899902
	Iteration 38Q: 3 clusters Score -1.523105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15231064.000000 Penalty: 5704.899902
	Iteration 39Q: 3 clusters Score -1.523106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15231049.000000 Penalty: 5704.899902
	Iteration 40F: 3 clusters Score -1.523105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15231063.000000 Penalty: 5704.899902
	Iteration 41Q: 3 clusters Score -1.523106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15231074.000000 Penalty: 5704.899902
	Iteration 42Q: 3 clusters Score -1.523107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15231067.000000 Penalty: 5704.899902
	Iteration 43Q: 3 clusters Score -1.523107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15231073.000000 Penalty: 5704.899902
	Iteration 44Q: 3 clusters Score -1.523107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 45Q: 3 clusters Score -1.523105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 46Q: 3 clusters Score -1.523105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 47Q: 3 clusters Score -1.523105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15231061.000000 Penalty: 5704.899902
	Iteration 48Q: 3 clusters Score -1.523106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15231053.000000 Penalty: 5704.899902
	Iteration 49Q: 3 clusters Score -1.523105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15231063.000000 Penalty: 5704.899902
	Iteration 50Q: 3 clusters Score -1.523106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15231066.000000 Penalty: 5704.899902
	Iteration 51Q: 3 clusters Score -1.523107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15231056.000000 Penalty: 5704.899902
	Iteration 52Q: 3 clusters Score -1.523106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15231057.000000 Penalty: 5704.899902
	Iteration 53Q: 3 clusters Score -1.523106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15231051.000000 Penalty: 5704.899902
	Iteration 54Q: 3 clusters Score -1.523105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -15231042.000000 Penalty: 5704.899902
	Iteration 55Q: 3 clusters Score -1.523104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15231034.000000 Penalty: 5704.899902
	Iteration 56Q: 3 clusters Score -1.523103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15231034.000000 Penalty: 5704.899902
	Iteration 57Q: 3 clusters Score -1.523103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15231035.000000 Penalty: 5704.899902
	Iteration 58Q: 3 clusters Score -1.523104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15231043.000000 Penalty: 5704.899902
	Iteration 59Q: 3 clusters Score -1.523104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 60F: 3 clusters Score -1.523105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 61Q: 3 clusters Score -1.523105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15231045.000000 Penalty: 5704.899902
	Iteration 62Q: 3 clusters Score -1.523104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15231050.000000 Penalty: 5704.899902
	Iteration 63Q: 3 clusters Score -1.523105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15231041.000000 Penalty: 5704.899902
	Iteration 64Q: 3 clusters Score -1.523104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15231045.000000 Penalty: 5704.899902
	Iteration 65Q: 3 clusters Score -1.523104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15231046.000000 Penalty: 5704.899902
	Iteration 66Q: 3 clusters Score -1.523105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15231037.000000 Penalty: 5704.899902
	Iteration 67Q: 3 clusters Score -1.523104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15231036.000000 Penalty: 5704.899902
	Iteration 68Q: 3 clusters Score -1.523104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15231040.000000 Penalty: 5704.899902
	Iteration 69Q: 3 clusters Score -1.523104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -15231037.000000 Penalty: 5704.899902
	Iteration 70Q: 3 clusters Score -1.523104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15231039.000000 Penalty: 5704.899902
	Iteration 71Q: 3 clusters Score -1.523104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15231035.000000 Penalty: 5704.899902
	Iteration 72Q: 3 clusters Score -1.523104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15231034.000000 Penalty: 5704.899902
	Iteration 73Q: 3 clusters Score -1.523103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15231034.000000 Penalty: 5704.899902
	Iteration 74Q: 3 clusters Score -1.523103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -15231026.000000 Penalty: 5704.899902
	Iteration 75Q: 3 clusters Score -1.523103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15231021.000000 Penalty: 5704.899902
	Iteration 76Q: 3 clusters Score -1.523102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15231018.000000 Penalty: 5704.899902
	Iteration 77Q: 3 clusters Score -1.523102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15231018.000000 Penalty: 5704.899902
	Iteration 78F: 3 clusters Score -1.523102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113038.250000 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113038.2 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 394 members 
Entering Unmasked Estep 
Score: -111246.820312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111246.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111696.070312 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111696.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112014.195312 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -112014.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112181.437500 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -112181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112257.546875 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -112257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112315.007812 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -112315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112340.328125 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112340.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112358.898438 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112362.539062 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -112362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112366.500000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -112366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112367.617188 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -112367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112371.929688 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -112371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112377.671875 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -112377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112381.453125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -112381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112383.687500 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -112383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112386.328125 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -112386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112391.273438 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -112391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112396.226562 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -112396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112398.593750 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -112398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112398.593750 Penalty: 3332.630615
	Iteration 19F: 3 clusters Score -112398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64243.519531 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64243.52 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64679.167969 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64679.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65142.371094 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -65142.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -65585.484375 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -65585.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -65727.617188 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -65727.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -65799.250000 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65799.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -65844.179688 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -65844.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -65955.164062 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65955.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -65991.617188 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -65991.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65997.257812 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -65997.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -66004.726562 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -66004.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -66054.906250 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -66054.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -66074.234375 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -66074.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -66087.187500 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -66087.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -66089.773438 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -66089.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -66089.773438 Penalty: 3158.620605
	Iteration 15F: 3 clusters Score -66089.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62372 members 
Mstep: Class 5 contains 106485 members 
Mstep: Class 6 contains 11822 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42271 members 
Mstep: Class 12 contains 109382 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96842 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58495 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109160 members 
Mstep: Class 20 contains 51765 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 487 members 
Mstep: Class 26 contains 96 members 
Entering Unmasked Estep 
Score: -137794928.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137796304.000000 to -137794928.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62372 members 
Mstep: Class 5 contains 106485 members 
Mstep: Class 6 contains 11822 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42271 members 
Mstep: Class 12 contains 109382 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96842 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58495 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109160 members 
Mstep: Class 20 contains 51765 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796288.000000 Penalty: 85112.554688
Iteration 439Q: 26 clusters Score -1.377963e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27825 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62372 members 
Mstep: Class 5 contains 106478 members 
Mstep: Class 6 contains 11821 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31117 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42268 members 
Mstep: Class 12 contains 109391 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96831 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109159 members 
Mstep: Class 20 contains 51768 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98903 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796432.000000 Penalty: 85112.554688
Iteration 440F: 26 clusters Score -1.377964e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27826 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62371 members 
Mstep: Class 5 contains 106475 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42266 members 
Mstep: Class 12 contains 109400 members 
Mstep: Class 13 contains 29192 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96834 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58498 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109154 members 
Mstep: Class 20 contains 51770 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98899 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796384.000000 Penalty: 85112.554688
Iteration 441Q: 26 clusters Score -1.377964e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27827 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62372 members 
Mstep: Class 5 contains 106478 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 12 contains 109396 members 
Mstep: Class 13 contains 29192 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96831 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58499 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109162 members 
Mstep: Class 20 contains 51772 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796336.000000 Penalty: 85112.554688
Iteration 442Q: 26 clusters Score -1.377963e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27825 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62370 members 
Mstep: Class 5 contains 106461 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31121 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42260 members 
Mstep: Class 12 contains 109405 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96834 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58505 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109170 members 
Mstep: Class 20 contains 51772 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98894 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796448.000000 Penalty: 85112.554688
Iteration 443Q: 26 clusters Score -1.377964e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27825 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62367 members 
Mstep: Class 5 contains 106448 members 
Mstep: Class 6 contains 11812 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42257 members 
Mstep: Class 12 contains 109428 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96835 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58509 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109163 members 
Mstep: Class 20 contains 51771 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796272.000000 Penalty: 85112.554688
Iteration 444Q: 26 clusters Score -1.377963e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27825 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62361 members 
Mstep: Class 5 contains 106442 members 
Mstep: Class 6 contains 11812 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31121 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42254 members 
Mstep: Class 12 contains 109434 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96836 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58513 members 
Mstep: Class 18 contains 40793 members 
Mstep: Class 19 contains 109169 members 
Mstep: Class 20 contains 51770 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 445Q: 26 clusters Score -1.377965e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62358 members 
Mstep: Class 5 contains 106440 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31126 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42254 members 
Mstep: Class 12 contains 109444 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96828 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58514 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109171 members 
Mstep: Class 20 contains 51770 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796368.000000 Penalty: 85112.554688
Iteration 446Q: 26 clusters Score -1.377964e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62358 members 
Mstep: Class 5 contains 106432 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42250 members 
Mstep: Class 12 contains 109447 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96822 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58521 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109175 members 
Mstep: Class 20 contains 51772 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796496.000000 Penalty: 85112.554688
Iteration 447Q: 26 clusters Score -1.377965e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62358 members 
Mstep: Class 5 contains 106428 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 109446 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96823 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58525 members 
Mstep: Class 18 contains 40789 members 
Mstep: Class 19 contains 109173 members 
Mstep: Class 20 contains 51773 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796496.000000 Penalty: 85112.554688
Iteration 448Q: 26 clusters Score -1.377965e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62355 members 
Mstep: Class 5 contains 106422 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 109446 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96821 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58537 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109174 members 
Mstep: Class 20 contains 51771 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 85112.554688
Iteration 449Q: 26 clusters Score -1.377965e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27821 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 62352 members 
Mstep: Class 5 contains 106415 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31132 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 109446 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96826 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58543 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109170 members 
Mstep: Class 20 contains 51774 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796640.000000 Penalty: 85112.554688
Iteration 450Q: 26 clusters Score -1.377966e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62350 members 
Mstep: Class 5 contains 106405 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31133 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 109448 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96830 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109172 members 
Mstep: Class 20 contains 51773 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796608.000000 Penalty: 85112.554688
Iteration 451Q: 26 clusters Score -1.377966e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62349 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31132 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42246 members 
Mstep: Class 12 contains 109453 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96834 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58549 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109172 members 
Mstep: Class 20 contains 51779 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796624.000000 Penalty: 85112.554688
Iteration 452Q: 26 clusters Score -1.377966e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62349 members 
Mstep: Class 5 contains 106389 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42246 members 
Mstep: Class 12 contains 109460 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96826 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58555 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109177 members 
Mstep: Class 20 contains 51781 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98889 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796624.000000 Penalty: 85112.554688
Iteration 453Q: 26 clusters Score -1.377966e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62346 members 
Mstep: Class 5 contains 106383 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42243 members 
Mstep: Class 12 contains 109467 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96823 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58560 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109177 members 
Mstep: Class 20 contains 51784 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98889 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 85112.554688
Iteration 454Q: 26 clusters Score -1.377965e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62343 members 
Mstep: Class 5 contains 106377 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42243 members 
Mstep: Class 12 contains 109477 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96823 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109173 members 
Mstep: Class 20 contains 51786 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796432.000000 Penalty: 85112.554688
Iteration 455Q: 26 clusters Score -1.377964e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62344 members 
Mstep: Class 5 contains 106380 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42242 members 
Mstep: Class 12 contains 109479 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96819 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109176 members 
Mstep: Class 20 contains 51787 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98887 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796480.000000 Penalty: 85112.554688
Iteration 456Q: 26 clusters Score -1.377965e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62342 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31132 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42242 members 
Mstep: Class 12 contains 109485 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96812 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109174 members 
Mstep: Class 20 contains 51789 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 85112.554688
Iteration 457Q: 26 clusters Score -1.377965e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62340 members 
Mstep: Class 5 contains 106384 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42241 members 
Mstep: Class 12 contains 109491 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96806 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109169 members 
Mstep: Class 20 contains 51790 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796512.000000 Penalty: 85112.554688
Iteration 458Q: 26 clusters Score -1.377965e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62337 members 
Mstep: Class 5 contains 106387 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42241 members 
Mstep: Class 12 contains 109493 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96801 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109171 members 
Mstep: Class 20 contains 51791 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 85112.554688
Iteration 459Q: 26 clusters Score -1.377965e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 106387 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 109492 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96800 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58564 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109177 members 
Mstep: Class 20 contains 51791 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796496.000000 Penalty: 85112.554688
Iteration 460F: 26 clusters Score -1.377965e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62332 members 
Mstep: Class 5 contains 106388 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31135 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 109495 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96796 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58565 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109179 members 
Mstep: Class 20 contains 51791 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98889 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796560.000000 Penalty: 85112.554688
Iteration 461Q: 26 clusters Score -1.377966e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106388 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31135 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 109503 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96793 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58564 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109177 members 
Mstep: Class 20 contains 51792 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796576.000000 Penalty: 85112.554688
Iteration 462Q: 26 clusters Score -1.377966e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62327 members 
Mstep: Class 5 contains 106391 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31136 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 109505 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96792 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109178 members 
Mstep: Class 20 contains 51792 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796608.000000 Penalty: 85112.554688
Iteration 463Q: 26 clusters Score -1.377966e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62327 members 
Mstep: Class 5 contains 106393 members 
Mstep: Class 6 contains 11808 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 109509 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96793 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58560 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109173 members 
Mstep: Class 20 contains 51792 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98889 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796624.000000 Penalty: 85112.554688
Iteration 464Q: 26 clusters Score -1.377966e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106393 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31136 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 109509 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96792 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58560 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 109171 members 
Mstep: Class 20 contains 51794 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796608.000000 Penalty: 85112.554688
Iteration 465Q: 26 clusters Score -1.377966e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 109505 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96789 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58561 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 109169 members 
Mstep: Class 20 contains 51796 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796528.000000 Penalty: 85112.554688
Iteration 466Q: 26 clusters Score -1.377965e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27823 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 109507 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96793 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109161 members 
Mstep: Class 20 contains 51797 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796592.000000 Penalty: 85112.554688
Iteration 467Q: 26 clusters Score -1.377966e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31138 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 109513 members 
Mstep: Class 13 contains 29198 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96790 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109159 members 
Mstep: Class 20 contains 51796 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796608.000000 Penalty: 85112.554688
Iteration 468Q: 26 clusters Score -1.377966e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42225 members 
Mstep: Class 12 contains 109511 members 
Mstep: Class 13 contains 29198 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96787 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58561 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109161 members 
Mstep: Class 20 contains 51797 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796496.000000 Penalty: 85112.554688
Iteration 469Q: 26 clusters Score -1.377965e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27822 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 109509 members 
Mstep: Class 13 contains 29199 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96785 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109161 members 
Mstep: Class 20 contains 51799 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796528.000000 Penalty: 85112.554688
Iteration 470Q: 26 clusters Score -1.377965e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27821 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 106396 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 109510 members 
Mstep: Class 13 contains 29199 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96778 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58564 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109166 members 
Mstep: Class 20 contains 51801 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796592.000000 Penalty: 85112.554688
Iteration 471Q: 26 clusters Score -1.377966e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27820 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106402 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 109507 members 
Mstep: Class 13 contains 29199 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96774 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58564 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109167 members 
Mstep: Class 20 contains 51801 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 85112.554688
Iteration 472Q: 26 clusters Score -1.377965e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27820 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 106402 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42223 members 
Mstep: Class 12 contains 109505 members 
Mstep: Class 13 contains 29199 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96771 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58566 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109167 members 
Mstep: Class 20 contains 51801 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796480.000000 Penalty: 85112.554688
Iteration 473Q: 26 clusters Score -1.377965e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27820 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 106401 members 
Mstep: Class 6 contains 11804 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 109509 members 
Mstep: Class 13 contains 29200 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96763 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58565 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109170 members 
Mstep: Class 20 contains 51802 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98900 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796448.000000 Penalty: 85112.554688
Iteration 474Q: 26 clusters Score -1.377964e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62329 members 
Mstep: Class 5 contains 106400 members 
Mstep: Class 6 contains 11802 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 109513 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96759 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58560 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109174 members 
Mstep: Class 20 contains 51805 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796480.000000 Penalty: 85112.554688
Iteration 475Q: 26 clusters Score -1.377965e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 11802 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 109515 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96762 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58557 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109178 members 
Mstep: Class 20 contains 51806 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98898 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796384.000000 Penalty: 85112.554688
Iteration 476Q: 26 clusters Score -1.377964e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62327 members 
Mstep: Class 5 contains 106401 members 
Mstep: Class 6 contains 11802 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109514 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96760 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109180 members 
Mstep: Class 20 contains 51806 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796416.000000 Penalty: 85112.554688
Iteration 477Q: 26 clusters Score -1.377964e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 5 contains 106396 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31138 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109520 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96759 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 109183 members 
Mstep: Class 20 contains 51805 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 478Q: 26 clusters Score -1.377965e+08 nChanged 27
Entering ConstructFrom: 
Score: -137796464.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -1678073.000000 Penalty: 2335.403076
	Iteration 0F: 2 clusters Score -1678073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1668977.625000 Penalty: 4670.806152
	Iteration 0F: 3 clusters Score -1668978 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1672124.625000 Penalty: 4670.806152
	Iteration 1F: 3 clusters Score -1672125 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1672872.125000 Penalty: 4670.806152
	Iteration 2F: 3 clusters Score -1672872 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1673615.625000 Penalty: 4670.806152
	Iteration 3F: 3 clusters Score -1673616 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1674356.625000 Penalty: 4670.806152
	Iteration 4F: 3 clusters Score -1674357 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1675041.625000 Penalty: 4670.806152
	Iteration 5F: 3 clusters Score -1675042 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1675595.375000 Penalty: 4670.806152
	Iteration 6F: 3 clusters Score -1675595 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1675999.875000 Penalty: 4670.806152
	Iteration 7Q: 3 clusters Score -1676000 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1676251.000000 Penalty: 4670.806152
	Iteration 8Q: 3 clusters Score -1676251 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1676408.000000 Penalty: 4670.806152
	Iteration 9Q: 3 clusters Score -1676408 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1676491.500000 Penalty: 4670.806152
	Iteration 10Q: 3 clusters Score -1676492 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1676551.250000 Penalty: 4670.806152
	Iteration 11Q: 3 clusters Score -1676551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1676599.500000 Penalty: 4670.806152
	Iteration 12Q: 3 clusters Score -1676600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1676643.375000 Penalty: 4670.806152
	Iteration 13Q: 3 clusters Score -1676643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1676683.375000 Penalty: 4670.806152
	Iteration 14Q: 3 clusters Score -1676683 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1676713.500000 Penalty: 4670.806152
	Iteration 15Q: 3 clusters Score -1676714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1676750.000000 Penalty: 4670.806152
	Iteration 16Q: 3 clusters Score -1676750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1676777.500000 Penalty: 4670.806152
	Iteration 17Q: 3 clusters Score -1676778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1676803.625000 Penalty: 4670.806152
	Iteration 18Q: 3 clusters Score -1676804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1676813.375000 Penalty: 4670.806152
	Iteration 19Q: 3 clusters Score -1676813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1676817.000000 Penalty: 4670.806152
	Iteration 20F: 3 clusters Score -1676817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1676820.875000 Penalty: 4670.806152
	Iteration 21Q: 3 clusters Score -1676821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1676827.750000 Penalty: 4670.806152
	Iteration 22Q: 3 clusters Score -1676828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1676836.250000 Penalty: 4670.806152
	Iteration 23Q: 3 clusters Score -1676836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1676842.125000 Penalty: 4670.806152
	Iteration 24Q: 3 clusters Score -1676842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1676848.125000 Penalty: 4670.806152
	Iteration 25Q: 3 clusters Score -1676848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1676855.875000 Penalty: 4670.806152
	Iteration 26Q: 3 clusters Score -1676856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1676862.875000 Penalty: 4670.806152
	Iteration 27Q: 3 clusters Score -1676863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1676866.875000 Penalty: 4670.806152
	Iteration 28Q: 3 clusters Score -1676867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1676871.875000 Penalty: 4670.806152
	Iteration 29Q: 3 clusters Score -1676872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1676872.125000 Penalty: 4670.806152
	Iteration 30Q: 3 clusters Score -1676872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1676876.625000 Penalty: 4670.806152
	Iteration 31Q: 3 clusters Score -1676877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1676878.375000 Penalty: 4670.806152
	Iteration 32Q: 3 clusters Score -1676878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1676881.250000 Penalty: 4670.806152
	Iteration 33Q: 3 clusters Score -1676881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1676883.625000 Penalty: 4670.806152
	Iteration 34Q: 3 clusters Score -1676884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1676892.875000 Penalty: 4670.806152
	Iteration 35Q: 3 clusters Score -1676893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1676894.125000 Penalty: 4670.806152
	Iteration 36Q: 3 clusters Score -1676894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1676899.250000 Penalty: 4670.806152
	Iteration 37Q: 3 clusters Score -1676899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1676902.125000 Penalty: 4670.806152
	Iteration 38Q: 3 clusters Score -1676902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1676910.000000 Penalty: 4670.806152
	Iteration 39Q: 3 clusters Score -1676910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1676908.125000 Penalty: 4670.806152
	Iteration 40F: 3 clusters Score -1676908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1676913.250000 Penalty: 4670.806152
	Iteration 41Q: 3 clusters Score -1676913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1676916.250000 Penalty: 4670.806152
	Iteration 42Q: 3 clusters Score -1676916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1676923.875000 Penalty: 4670.806152
	Iteration 43Q: 3 clusters Score -1676924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1676934.500000 Penalty: 4670.806152
	Iteration 44Q: 3 clusters Score -1676934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1676941.625000 Penalty: 4670.806152
	Iteration 45Q: 3 clusters Score -1676942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1676945.625000 Penalty: 4670.806152
	Iteration 46Q: 3 clusters Score -1676946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1676957.750000 Penalty: 4670.806152
	Iteration 47Q: 3 clusters Score -1676958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1676957.750000 Penalty: 4670.806152
	Iteration 48Q: 3 clusters Score -1676958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1676965.375000 Penalty: 4670.806152
	Iteration 49Q: 3 clusters Score -1676965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1676968.375000 Penalty: 4670.806152
	Iteration 50Q: 3 clusters Score -1676968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1676975.750000 Penalty: 4670.806152
	Iteration 51Q: 3 clusters Score -1676976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1676978.625000 Penalty: 4670.806152
	Iteration 52Q: 3 clusters Score -1676979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1676980.625000 Penalty: 4670.806152
	Iteration 53Q: 3 clusters Score -1676981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1676986.750000 Penalty: 4670.806152
	Iteration 54Q: 3 clusters Score -1676987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1676996.500000 Penalty: 4670.806152
	Iteration 55Q: 3 clusters Score -1676996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1677001.750000 Penalty: 4670.806152
	Iteration 56Q: 3 clusters Score -1677002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1677008.000000 Penalty: 4670.806152
	Iteration 57Q: 3 clusters Score -1677008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1677013.000000 Penalty: 4670.806152
	Iteration 58Q: 3 clusters Score -1677013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1677010.375000 Penalty: 4670.806152
	Iteration 59Q: 3 clusters Score -1677010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1677017.625000 Penalty: 4670.806152
	Iteration 60F: 3 clusters Score -1677018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1677018.125000 Penalty: 4670.806152
	Iteration 61Q: 3 clusters Score -1677018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1677020.875000 Penalty: 4670.806152
	Iteration 62Q: 3 clusters Score -1677021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1677022.250000 Penalty: 4670.806152
	Iteration 63Q: 3 clusters Score -1677022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1677025.500000 Penalty: 4670.806152
	Iteration 64Q: 3 clusters Score -1677026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1677025.000000 Penalty: 4670.806152
	Iteration 65Q: 3 clusters Score -1677025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1677026.125000 Penalty: 4670.806152
	Iteration 66Q: 3 clusters Score -1677026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1677025.000000 Penalty: 4670.806152
	Iteration 67Q: 3 clusters Score -1677025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1677022.750000 Penalty: 4670.806152
	Iteration 68Q: 3 clusters Score -1677023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1677025.125000 Penalty: 4670.806152
	Iteration 69Q: 3 clusters Score -1677025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1677026.250000 Penalty: 4670.806152
	Iteration 70Q: 3 clusters Score -1677026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1677026.625000 Penalty: 4670.806152
	Iteration 71Q: 3 clusters Score -1677027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1677028.375000 Penalty: 4670.806152
	Iteration 72Q: 3 clusters Score -1677028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1677027.875000 Penalty: 4670.806152
	Iteration 73Q: 3 clusters Score -1677028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1677032.125000 Penalty: 4670.806152
	Iteration 74Q: 3 clusters Score -1677032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1677031.250000 Penalty: 4670.806152
	Iteration 75Q: 3 clusters Score -1677031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1677035.000000 Penalty: 4670.806152
	Iteration 76Q: 3 clusters Score -1677035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1677034.500000 Penalty: 4670.806152
	Iteration 77Q: 3 clusters Score -1677034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1677034.625000 Penalty: 4670.806152
	Iteration 78Q: 3 clusters Score -1677035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1677037.250000 Penalty: 4670.806152
	Iteration 79Q: 3 clusters Score -1677037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1677036.625000 Penalty: 4670.806152
	Iteration 80F: 3 clusters Score -1677037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1677037.750000 Penalty: 4670.806152
	Iteration 81Q: 3 clusters Score -1677038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1677037.750000 Penalty: 4670.806152
	Iteration 82F: 3 clusters Score -1677038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Entering Unmasked Estep 
Score: -4040178.750000 Penalty: 2537.901855
	Iteration 0F: 2 clusters Score -4040179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4021046.500000 Penalty: 5075.803711
	Iteration 0F: 3 clusters Score -4021046 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4027646.750000 Penalty: 5075.803711
	Iteration 1F: 3 clusters Score -4027647 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4028093.500000 Penalty: 5075.803711
	Iteration 2Q: 3 clusters Score -4028094 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4028548.000000 Penalty: 5075.803711
	Iteration 3Q: 3 clusters Score -4028548 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4029066.750000 Penalty: 5075.803711
	Iteration 4Q: 3 clusters Score -4029067 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4029703.250000 Penalty: 5075.803711
	Iteration 5Q: 3 clusters Score -4029703 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4030601.750000 Penalty: 5075.803711
	Iteration 6F: 3 clusters Score -4030602 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4031777.000000 Penalty: 5075.803711
	Iteration 7F: 3 clusters Score -4031777 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4033100.000000 Penalty: 5075.803711
	Iteration 8F: 3 clusters Score -4033100 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4034433.250000 Penalty: 5075.803711
	Iteration 9F: 3 clusters Score -4034433 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4035618.500000 Penalty: 5075.803711
	Iteration 10F: 3 clusters Score -4035618 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4036581.750000 Penalty: 5075.803711
	Iteration 11Q: 3 clusters Score -4036582 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4037218.500000 Penalty: 5075.803711
	Iteration 12Q: 3 clusters Score -4037218 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4037586.750000 Penalty: 5075.803711
	Iteration 13Q: 3 clusters Score -4037587 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4037835.500000 Penalty: 5075.803711
	Iteration 14Q: 3 clusters Score -4037836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4037989.000000 Penalty: 5075.803711
	Iteration 15Q: 3 clusters Score -4037989 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4038086.000000 Penalty: 5075.803711
	Iteration 16Q: 3 clusters Score -4038086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4038137.750000 Penalty: 5075.803711
	Iteration 17Q: 3 clusters Score -4038138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4038200.000000 Penalty: 5075.803711
	Iteration 18Q: 3 clusters Score -4038200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4038217.500000 Penalty: 5075.803711
	Iteration 19Q: 3 clusters Score -4038218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4038240.250000 Penalty: 5075.803711
	Iteration 20F: 3 clusters Score -4038240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4038251.000000 Penalty: 5075.803711
	Iteration 21Q: 3 clusters Score -4038251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4038256.250000 Penalty: 5075.803711
	Iteration 22Q: 3 clusters Score -4038256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4038258.250000 Penalty: 5075.803711
	Iteration 23Q: 3 clusters Score -4038258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4038259.250000 Penalty: 5075.803711
	Iteration 24Q: 3 clusters Score -4038259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4038258.000000 Penalty: 5075.803711
	Iteration 25Q: 3 clusters Score -4038258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4038262.000000 Penalty: 5075.803711
	Iteration 26Q: 3 clusters Score -4038262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4038259.750000 Penalty: 5075.803711
	Iteration 27Q: 3 clusters Score -4038260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4038262.500000 Penalty: 5075.803711
	Iteration 28Q: 3 clusters Score -4038262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4038265.250000 Penalty: 5075.803711
	Iteration 29Q: 3 clusters Score -4038265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4038270.000000 Penalty: 5075.803711
	Iteration 30Q: 3 clusters Score -4038270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4038270.250000 Penalty: 5075.803711
	Iteration 31Q: 3 clusters Score -4038270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4038269.500000 Penalty: 5075.803711
	Iteration 32Q: 3 clusters Score -4038270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4038269.500000 Penalty: 5075.803711
	Iteration 33F: 3 clusters Score -4038270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -308679.812500 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -308679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306070.468750 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -306070.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306482.593750 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -306482.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -306610.218750 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -306610.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306674.500000 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -306674.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306717.031250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -306717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -306738.406250 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -306738.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306748.812500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -306748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -306759.125000 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -306759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306768.531250 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -306768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -306773.031250 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -306773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306774.937500 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -306774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306777.312500 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -306777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306777.906250 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -306777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306778.531250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -306778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306779.593750 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -306779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306780.687500 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -306780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306780.562500 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -306780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306781.718750 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -306781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306781.656250 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -306781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306782.500000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -306782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306783.187500 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -306783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Entering Unmasked Estep 
Score: -9723021.000000 Penalty: 2737.969238
	Iteration 0F: 2 clusters Score -9723021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -9681084.000000 Penalty: 5475.938477
	Iteration 0F: 3 clusters Score -9681084 nChanged 29053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -9697946.000000 Penalty: 5475.938477
	Iteration 1F: 3 clusters Score -9697946 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -9698859.000000 Penalty: 5475.938477
	Iteration 2Q: 3 clusters Score -9698859 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -9700026.000000 Penalty: 5475.938477
	Iteration 3Q: 3 clusters Score -9700026 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -9701305.000000 Penalty: 5475.938477
	Iteration 4Q: 3 clusters Score -9701305 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -9702748.000000 Penalty: 5475.938477
	Iteration 5Q: 3 clusters Score -9702748 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -9704313.000000 Penalty: 5475.938477
	Iteration 6F: 3 clusters Score -9704313 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -9706010.000000 Penalty: 5475.938477
	Iteration 7F: 3 clusters Score -9706010 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -9707826.000000 Penalty: 5475.938477
	Iteration 8F: 3 clusters Score -9707826 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -9709692.000000 Penalty: 5475.938477
	Iteration 9F: 3 clusters Score -9709692 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -9711229.000000 Penalty: 5475.938477
	Iteration 10Q: 3 clusters Score -9711229 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -9712168.000000 Penalty: 5475.938477
	Iteration 11Q: 3 clusters Score -9712168 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -9712529.000000 Penalty: 5475.938477
	Iteration 12Q: 3 clusters Score -9712529 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -9712761.000000 Penalty: 5475.938477
	Iteration 13Q: 3 clusters Score -9712761 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -9712874.000000 Penalty: 5475.938477
	Iteration 14Q: 3 clusters Score -9712874 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -9712951.000000 Penalty: 5475.938477
	Iteration 15Q: 3 clusters Score -9712951 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -9713061.000000 Penalty: 5475.938477
	Iteration 16Q: 3 clusters Score -9713061 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -9713141.000000 Penalty: 5475.938477
	Iteration 17Q: 3 clusters Score -9713141 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -9713191.000000 Penalty: 5475.938477
	Iteration 18Q: 3 clusters Score -9713191 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -9713230.000000 Penalty: 5475.938477
	Iteration 19Q: 3 clusters Score -9713230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -9713296.000000 Penalty: 5475.938477
	Iteration 20F: 3 clusters Score -9713296 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -9713356.000000 Penalty: 5475.938477
	Iteration 21Q: 3 clusters Score -9713356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -9713423.000000 Penalty: 5475.938477
	Iteration 22Q: 3 clusters Score -9713423 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -9713478.000000 Penalty: 5475.938477
	Iteration 23Q: 3 clusters Score -9713478 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -9713591.000000 Penalty: 5475.938477
	Iteration 24Q: 3 clusters Score -9713591 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -9713641.000000 Penalty: 5475.938477
	Iteration 25Q: 3 clusters Score -9713641 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9713755.000000 Penalty: 5475.938477
	Iteration 26Q: 3 clusters Score -9713755 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -9713812.000000 Penalty: 5475.938477
	Iteration 27Q: 3 clusters Score -9713812 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -9713878.000000 Penalty: 5475.938477
	Iteration 28Q: 3 clusters Score -9713878 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -9714021.000000 Penalty: 5475.938477
	Iteration 29Q: 3 clusters Score -9714021 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -9714116.000000 Penalty: 5475.938477
	Iteration 30Q: 3 clusters Score -9714116 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -9714238.000000 Penalty: 5475.938477
	Iteration 31Q: 3 clusters Score -9714238 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9714357.000000 Penalty: 5475.938477
	Iteration 32Q: 3 clusters Score -9714357 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9714489.000000 Penalty: 5475.938477
	Iteration 33Q: 3 clusters Score -9714489 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9714721.000000 Penalty: 5475.938477
	Iteration 34Q: 3 clusters Score -9714721 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9714897.000000 Penalty: 5475.938477
	Iteration 35Q: 3 clusters Score -9714897 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -9715077.000000 Penalty: 5475.938477
	Iteration 36Q: 3 clusters Score -9715077 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -9715353.000000 Penalty: 5475.938477
	Iteration 37Q: 3 clusters Score -9715353 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -9715618.000000 Penalty: 5475.938477
	Iteration 38Q: 3 clusters Score -9715618 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -9715795.000000 Penalty: 5475.938477
	Iteration 39Q: 3 clusters Score -9715795 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -9716049.000000 Penalty: 5475.938477
	Iteration 40F: 3 clusters Score -9716049 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -9716311.000000 Penalty: 5475.938477
	Iteration 41Q: 3 clusters Score -9716311 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -9716491.000000 Penalty: 5475.938477
	Iteration 42Q: 3 clusters Score -9716491 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -9716730.000000 Penalty: 5475.938477
	Iteration 43Q: 3 clusters Score -9716730 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -9716899.000000 Penalty: 5475.938477
	Iteration 44Q: 3 clusters Score -9716899 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -9717079.000000 Penalty: 5475.938477
	Iteration 45Q: 3 clusters Score -9717079 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -9717276.000000 Penalty: 5475.938477
	Iteration 46Q: 3 clusters Score -9717276 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -9717499.000000 Penalty: 5475.938477
	Iteration 47Q: 3 clusters Score -9717499 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -9717709.000000 Penalty: 5475.938477
	Iteration 48Q: 3 clusters Score -9717709 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -9717903.000000 Penalty: 5475.938477
	Iteration 49Q: 3 clusters Score -9717903 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -9718071.000000 Penalty: 5475.938477
	Iteration 50Q: 3 clusters Score -9718071 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -9718239.000000 Penalty: 5475.938477
	Iteration 51Q: 3 clusters Score -9718239 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -9718412.000000 Penalty: 5475.938477
	Iteration 52Q: 3 clusters Score -9718412 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -9718567.000000 Penalty: 5475.938477
	Iteration 53Q: 3 clusters Score -9718567 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -9718749.000000 Penalty: 5475.938477
	Iteration 54Q: 3 clusters Score -9718749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -9718888.000000 Penalty: 5475.938477
	Iteration 55Q: 3 clusters Score -9718888 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -9719030.000000 Penalty: 5475.938477
	Iteration 56Q: 3 clusters Score -9719030 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -9719126.000000 Penalty: 5475.938477
	Iteration 57Q: 3 clusters Score -9719126 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -9719241.000000 Penalty: 5475.938477
	Iteration 58Q: 3 clusters Score -9719241 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -9719310.000000 Penalty: 5475.938477
	Iteration 59Q: 3 clusters Score -9719310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -9719431.000000 Penalty: 5475.938477
	Iteration 60F: 3 clusters Score -9719431 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -9719549.000000 Penalty: 5475.938477
	Iteration 61Q: 3 clusters Score -9719549 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -9719702.000000 Penalty: 5475.938477
	Iteration 62Q: 3 clusters Score -9719702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -9719821.000000 Penalty: 5475.938477
	Iteration 63Q: 3 clusters Score -9719821 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -9719886.000000 Penalty: 5475.938477
	Iteration 64Q: 3 clusters Score -9719886 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -9719988.000000 Penalty: 5475.938477
	Iteration 65Q: 3 clusters Score -9719988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -9720060.000000 Penalty: 5475.938477
	Iteration 66Q: 3 clusters Score -9720060 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -9720146.000000 Penalty: 5475.938477
	Iteration 67Q: 3 clusters Score -9720146 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -9720224.000000 Penalty: 5475.938477
	Iteration 68Q: 3 clusters Score -9720224 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -9720256.000000 Penalty: 5475.938477
	Iteration 69Q: 3 clusters Score -9720256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -9720330.000000 Penalty: 5475.938477
	Iteration 70Q: 3 clusters Score -9720330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -9720398.000000 Penalty: 5475.938477
	Iteration 71Q: 3 clusters Score -9720398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -9720391.000000 Penalty: 5475.938477
	Iteration 72Q: 3 clusters Score -9720391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -9720412.000000 Penalty: 5475.938477
	Iteration 73Q: 3 clusters Score -9720412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -9720453.000000 Penalty: 5475.938477
	Iteration 74Q: 3 clusters Score -9720453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -9720485.000000 Penalty: 5475.938477
	Iteration 75Q: 3 clusters Score -9720485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -9720510.000000 Penalty: 5475.938477
	Iteration 76Q: 3 clusters Score -9720510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -9720526.000000 Penalty: 5475.938477
	Iteration 77Q: 3 clusters Score -9720526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -9720548.000000 Penalty: 5475.938477
	Iteration 78Q: 3 clusters Score -9720548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -9720580.000000 Penalty: 5475.938477
	Iteration 79Q: 3 clusters Score -9720580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -9720585.000000 Penalty: 5475.938477
	Iteration 80F: 3 clusters Score -9720585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -9720618.000000 Penalty: 5475.938477
	Iteration 81Q: 3 clusters Score -9720618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -9720615.000000 Penalty: 5475.938477
	Iteration 82Q: 3 clusters Score -9720615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -9720639.000000 Penalty: 5475.938477
	Iteration 83Q: 3 clusters Score -9720639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -9720637.000000 Penalty: 5475.938477
	Iteration 84Q: 3 clusters Score -9720637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -9720650.000000 Penalty: 5475.938477
	Iteration 85Q: 3 clusters Score -9720650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -9720658.000000 Penalty: 5475.938477
	Iteration 86Q: 3 clusters Score -9720658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -9720672.000000 Penalty: 5475.938477
	Iteration 87Q: 3 clusters Score -9720672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -9720677.000000 Penalty: 5475.938477
	Iteration 88Q: 3 clusters Score -9720677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -9720679.000000 Penalty: 5475.938477
	Iteration 89Q: 3 clusters Score -9720679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -9720676.000000 Penalty: 5475.938477
	Iteration 90Q: 3 clusters Score -9720676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -9720684.000000 Penalty: 5475.938477
	Iteration 91Q: 3 clusters Score -9720684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -9720700.000000 Penalty: 5475.938477
	Iteration 92Q: 3 clusters Score -9720700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -9720696.000000 Penalty: 5475.938477
	Iteration 93Q: 3 clusters Score -9720696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -9720698.000000 Penalty: 5475.938477
	Iteration 94Q: 3 clusters Score -9720698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -9720702.000000 Penalty: 5475.938477
	Iteration 95Q: 3 clusters Score -9720702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -9720694.000000 Penalty: 5475.938477
	Iteration 96Q: 3 clusters Score -9720694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -9720698.000000 Penalty: 5475.938477
	Iteration 97Q: 3 clusters Score -9720698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -9720703.000000 Penalty: 5475.938477
	Iteration 98Q: 3 clusters Score -9720703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -9720708.000000 Penalty: 5475.938477
	Iteration 99Q: 3 clusters Score -9720708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -9720712.000000 Penalty: 5475.938477
	Iteration 100F: 3 clusters Score -9720712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -9720723.000000 Penalty: 5475.938477
	Iteration 101Q: 3 clusters Score -9720723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -9720725.000000 Penalty: 5475.938477
	Iteration 102Q: 3 clusters Score -9720725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -9720710.000000 Penalty: 5475.938477
	Iteration 103Q: 3 clusters Score -9720710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -9720713.000000 Penalty: 5475.938477
	Iteration 104Q: 3 clusters Score -9720713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -9720720.000000 Penalty: 5475.938477
	Iteration 105Q: 3 clusters Score -9720720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -9720725.000000 Penalty: 5475.938477
	Iteration 106Q: 3 clusters Score -9720725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -9720717.000000 Penalty: 5475.938477
	Iteration 107Q: 3 clusters Score -9720717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -9720715.000000 Penalty: 5475.938477
	Iteration 108Q: 3 clusters Score -9720715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -9720716.000000 Penalty: 5475.938477
	Iteration 109Q: 3 clusters Score -9720716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -9720710.000000 Penalty: 5475.938477
	Iteration 110Q: 3 clusters Score -9720710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -9720709.000000 Penalty: 5475.938477
	Iteration 111Q: 3 clusters Score -9720709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -9720717.000000 Penalty: 5475.938477
	Iteration 112Q: 3 clusters Score -9720717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -9720722.000000 Penalty: 5475.938477
	Iteration 113Q: 3 clusters Score -9720722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -9720726.000000 Penalty: 5475.938477
	Iteration 114Q: 3 clusters Score -9720726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -9720725.000000 Penalty: 5475.938477
	Iteration 115Q: 3 clusters Score -9720725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -9720730.000000 Penalty: 5475.938477
	Iteration 116Q: 3 clusters Score -9720730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -9720730.000000 Penalty: 5475.938477
	Iteration 117F: 3 clusters Score -9720730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Entering Unmasked Estep 
Score: -16391640.000000 Penalty: 2870.578613
	Iteration 0F: 2 clusters Score -1.639164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -16321591.000000 Penalty: 5741.157227
	Iteration 0F: 3 clusters Score -1.632159e+07 nChanged 50507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -16349854.000000 Penalty: 5741.157227
	Iteration 1F: 3 clusters Score -1.634985e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -16350342.000000 Penalty: 5741.157227
	Iteration 2Q: 3 clusters Score -1.635034e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -16350934.000000 Penalty: 5741.157227
	Iteration 3Q: 3 clusters Score -1.635093e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -16351474.000000 Penalty: 5741.157227
	Iteration 4Q: 3 clusters Score -1.635147e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -16352239.000000 Penalty: 5741.157227
	Iteration 5Q: 3 clusters Score -1.635224e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -16353317.000000 Penalty: 5741.157227
	Iteration 6Q: 3 clusters Score -1.635332e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -16355204.000000 Penalty: 5741.157227
	Iteration 7Q: 3 clusters Score -1.63552e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -16358691.000000 Penalty: 5741.157227
	Iteration 8F: 3 clusters Score -1.635869e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -16364052.000000 Penalty: 5741.157227
	Iteration 9F: 3 clusters Score -1.636405e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -16371478.000000 Penalty: 5741.157227
	Iteration 10F: 3 clusters Score -1.637148e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -16379315.000000 Penalty: 5741.157227
	Iteration 11F: 3 clusters Score -1.637932e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -16384968.000000 Penalty: 5741.157227
	Iteration 12Q: 3 clusters Score -1.638497e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -16387685.000000 Penalty: 5741.157227
	Iteration 13Q: 3 clusters Score -1.638768e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -16388622.000000 Penalty: 5741.157227
	Iteration 14Q: 3 clusters Score -1.638862e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -16389207.000000 Penalty: 5741.157227
	Iteration 15Q: 3 clusters Score -1.638921e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -16389524.000000 Penalty: 5741.157227
	Iteration 16Q: 3 clusters Score -1.638952e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -16389726.000000 Penalty: 5741.157227
	Iteration 17Q: 3 clusters Score -1.638973e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -16389907.000000 Penalty: 5741.157227
	Iteration 18Q: 3 clusters Score -1.638991e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -16389995.000000 Penalty: 5741.157227
	Iteration 19Q: 3 clusters Score -1.639e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -16390126.000000 Penalty: 5741.157227
	Iteration 20F: 3 clusters Score -1.639013e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -16390160.000000 Penalty: 5741.157227
	Iteration 21Q: 3 clusters Score -1.639016e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -16390213.000000 Penalty: 5741.157227
	Iteration 22Q: 3 clusters Score -1.639021e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -16390253.000000 Penalty: 5741.157227
	Iteration 23Q: 3 clusters Score -1.639025e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -16390241.000000 Penalty: 5741.157227
	Iteration 24Q: 3 clusters Score -1.639024e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -16390282.000000 Penalty: 5741.157227
	Iteration 25Q: 3 clusters Score -1.639028e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -16390269.000000 Penalty: 5741.157227
	Iteration 26Q: 3 clusters Score -1.639027e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -16390297.000000 Penalty: 5741.157227
	Iteration 27Q: 3 clusters Score -1.63903e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -16390314.000000 Penalty: 5741.157227
	Iteration 28Q: 3 clusters Score -1.639031e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -16390340.000000 Penalty: 5741.157227
	Iteration 29Q: 3 clusters Score -1.639034e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -16390360.000000 Penalty: 5741.157227
	Iteration 30Q: 3 clusters Score -1.639036e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -16390359.000000 Penalty: 5741.157227
	Iteration 31Q: 3 clusters Score -1.639036e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -16390366.000000 Penalty: 5741.157227
	Iteration 32Q: 3 clusters Score -1.639037e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -16390352.000000 Penalty: 5741.157227
	Iteration 33Q: 3 clusters Score -1.639035e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -16390304.000000 Penalty: 5741.157227
	Iteration 34Q: 3 clusters Score -1.63903e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -16390262.000000 Penalty: 5741.157227
	Iteration 35Q: 3 clusters Score -1.639026e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -16390267.000000 Penalty: 5741.157227
	Iteration 36Q: 3 clusters Score -1.639027e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -16390232.000000 Penalty: 5741.157227
	Iteration 37Q: 3 clusters Score -1.639023e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -16390289.000000 Penalty: 5741.157227
	Iteration 38Q: 3 clusters Score -1.639029e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -16390326.000000 Penalty: 5741.157227
	Iteration 39Q: 3 clusters Score -1.639033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -16390311.000000 Penalty: 5741.157227
	Iteration 40F: 3 clusters Score -1.639031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -16390316.000000 Penalty: 5741.157227
	Iteration 41Q: 3 clusters Score -1.639032e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -16390315.000000 Penalty: 5741.157227
	Iteration 42Q: 3 clusters Score -1.639032e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -16390338.000000 Penalty: 5741.157227
	Iteration 43Q: 3 clusters Score -1.639034e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -16390306.000000 Penalty: 5741.157227
	Iteration 44Q: 3 clusters Score -1.639031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -16390337.000000 Penalty: 5741.157227
	Iteration 45Q: 3 clusters Score -1.639034e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -16390377.000000 Penalty: 5741.157227
	Iteration 46Q: 3 clusters Score -1.639038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -16390369.000000 Penalty: 5741.157227
	Iteration 47Q: 3 clusters Score -1.639037e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -16390358.000000 Penalty: 5741.157227
	Iteration 48Q: 3 clusters Score -1.639036e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -16390344.000000 Penalty: 5741.157227
	Iteration 49Q: 3 clusters Score -1.639034e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100808 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -16390347.000000 Penalty: 5741.157227
	Iteration 50Q: 3 clusters Score -1.639035e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -16390352.000000 Penalty: 5741.157227
	Iteration 51Q: 3 clusters Score -1.639035e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -16390364.000000 Penalty: 5741.157227
	Iteration 52Q: 3 clusters Score -1.639036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -16390367.000000 Penalty: 5741.157227
	Iteration 53Q: 3 clusters Score -1.639037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -16390343.000000 Penalty: 5741.157227
	Iteration 54Q: 3 clusters Score -1.639034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -16390330.000000 Penalty: 5741.157227
	Iteration 55Q: 3 clusters Score -1.639033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -16390347.000000 Penalty: 5741.157227
	Iteration 56Q: 3 clusters Score -1.639035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -16390368.000000 Penalty: 5741.157227
	Iteration 57Q: 3 clusters Score -1.639037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -16390357.000000 Penalty: 5741.157227
	Iteration 58Q: 3 clusters Score -1.639036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -16390387.000000 Penalty: 5741.157227
	Iteration 59Q: 3 clusters Score -1.639039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -16390372.000000 Penalty: 5741.157227
	Iteration 60F: 3 clusters Score -1.639037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -16390383.000000 Penalty: 5741.157227
	Iteration 61Q: 3 clusters Score -1.639038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -16390395.000000 Penalty: 5741.157227
	Iteration 62Q: 3 clusters Score -1.63904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -16390413.000000 Penalty: 5741.157227
	Iteration 63Q: 3 clusters Score -1.639041e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -16390428.000000 Penalty: 5741.157227
	Iteration 64Q: 3 clusters Score -1.639043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -16390419.000000 Penalty: 5741.157227
	Iteration 65Q: 3 clusters Score -1.639042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -16390399.000000 Penalty: 5741.157227
	Iteration 66Q: 3 clusters Score -1.63904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -16390403.000000 Penalty: 5741.157227
	Iteration 67Q: 3 clusters Score -1.63904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -16390398.000000 Penalty: 5741.157227
	Iteration 68Q: 3 clusters Score -1.63904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -16390398.000000 Penalty: 5741.157227
	Iteration 69Q: 3 clusters Score -1.63904e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -16390382.000000 Penalty: 5741.157227
	Iteration 70Q: 3 clusters Score -1.639038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -16390364.000000 Penalty: 5741.157227
	Iteration 71Q: 3 clusters Score -1.639036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -16390379.000000 Penalty: 5741.157227
	Iteration 72Q: 3 clusters Score -1.639038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -16390389.000000 Penalty: 5741.157227
	Iteration 73Q: 3 clusters Score -1.639039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -16390376.000000 Penalty: 5741.157227
	Iteration 74Q: 3 clusters Score -1.639038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -16390404.000000 Penalty: 5741.157227
	Iteration 75Q: 3 clusters Score -1.63904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -16390419.000000 Penalty: 5741.157227
	Iteration 76Q: 3 clusters Score -1.639042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -16390420.000000 Penalty: 5741.157227
	Iteration 77Q: 3 clusters Score -1.639042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -16390406.000000 Penalty: 5741.157227
	Iteration 78Q: 3 clusters Score -1.639041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -16390401.000000 Penalty: 5741.157227
	Iteration 79Q: 3 clusters Score -1.63904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -16390400.000000 Penalty: 5741.157227
	Iteration 80F: 3 clusters Score -1.63904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16390383.000000 Penalty: 5741.157227
	Iteration 81Q: 3 clusters Score -1.639038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -16390400.000000 Penalty: 5741.157227
	Iteration 82Q: 3 clusters Score -1.63904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -16390385.000000 Penalty: 5741.157227
	Iteration 83Q: 3 clusters Score -1.639038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16390383.000000 Penalty: 5741.157227
	Iteration 84Q: 3 clusters Score -1.639038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102211 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -16390372.000000 Penalty: 5741.157227
	Iteration 85Q: 3 clusters Score -1.639037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16390378.000000 Penalty: 5741.157227
	Iteration 86Q: 3 clusters Score -1.639038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -16390372.000000 Penalty: 5741.157227
	Iteration 87Q: 3 clusters Score -1.639037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -16390384.000000 Penalty: 5741.157227
	Iteration 88Q: 3 clusters Score -1.639038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -16390400.000000 Penalty: 5741.157227
	Iteration 89Q: 3 clusters Score -1.63904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -16390388.000000 Penalty: 5741.157227
	Iteration 90Q: 3 clusters Score -1.639039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -16390390.000000 Penalty: 5741.157227
	Iteration 91Q: 3 clusters Score -1.639039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -16390387.000000 Penalty: 5741.157227
	Iteration 92Q: 3 clusters Score -1.639039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16390378.000000 Penalty: 5741.157227
	Iteration 93Q: 3 clusters Score -1.639038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -16390377.000000 Penalty: 5741.157227
	Iteration 94Q: 3 clusters Score -1.639038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -16390385.000000 Penalty: 5741.157227
	Iteration 95Q: 3 clusters Score -1.639038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16390387.000000 Penalty: 5741.157227
	Iteration 96Q: 3 clusters Score -1.639039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -16390388.000000 Penalty: 5741.157227
	Iteration 97Q: 3 clusters Score -1.639039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -16390388.000000 Penalty: 5741.157227
	Iteration 98F: 3 clusters Score -1.639039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Entering Unmasked Estep 
Score: -1830114.000000 Penalty: 2325.232910
	Iteration 0F: 2 clusters Score -1830114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1821396.875000 Penalty: 4650.465820
	Iteration 0F: 3 clusters Score -1821397 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1823985.000000 Penalty: 4650.465820
	Iteration 1F: 3 clusters Score -1823985 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1824272.875000 Penalty: 4650.465820
	Iteration 2F: 3 clusters Score -1824273 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1824503.750000 Penalty: 4650.465820
	Iteration 3Q: 3 clusters Score -1824504 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1824716.125000 Penalty: 4650.465820
	Iteration 4Q: 3 clusters Score -1824716 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1824920.375000 Penalty: 4650.465820
	Iteration 5Q: 3 clusters Score -1824920 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1825156.125000 Penalty: 4650.465820
	Iteration 6Q: 3 clusters Score -1825156 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1825452.875000 Penalty: 4650.465820
	Iteration 7Q: 3 clusters Score -1825453 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1825841.375000 Penalty: 4650.465820
	Iteration 8Q: 3 clusters Score -1825841 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1826306.250000 Penalty: 4650.465820
	Iteration 9F: 3 clusters Score -1826306 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1826739.125000 Penalty: 4650.465820
	Iteration 10Q: 3 clusters Score -1826739 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1827182.875000 Penalty: 4650.465820
	Iteration 11Q: 3 clusters Score -1827183 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1827523.125000 Penalty: 4650.465820
	Iteration 12Q: 3 clusters Score -1827523 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1827761.125000 Penalty: 4650.465820
	Iteration 13Q: 3 clusters Score -1827761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1827923.625000 Penalty: 4650.465820
	Iteration 14Q: 3 clusters Score -1827924 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1828067.125000 Penalty: 4650.465820
	Iteration 15Q: 3 clusters Score -1828067 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1828185.375000 Penalty: 4650.465820
	Iteration 16Q: 3 clusters Score -1828185 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1828254.875000 Penalty: 4650.465820
	Iteration 17Q: 3 clusters Score -1828255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1828309.000000 Penalty: 4650.465820
	Iteration 18Q: 3 clusters Score -1828309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1828336.000000 Penalty: 4650.465820
	Iteration 19Q: 3 clusters Score -1828336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1828352.500000 Penalty: 4650.465820
	Iteration 20F: 3 clusters Score -1828352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1828366.750000 Penalty: 4650.465820
	Iteration 21Q: 3 clusters Score -1828367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1828382.000000 Penalty: 4650.465820
	Iteration 22Q: 3 clusters Score -1828382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1828399.750000 Penalty: 4650.465820
	Iteration 23Q: 3 clusters Score -1828400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1828407.375000 Penalty: 4650.465820
	Iteration 24Q: 3 clusters Score -1828407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1828410.375000 Penalty: 4650.465820
	Iteration 25Q: 3 clusters Score -1828410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1828415.375000 Penalty: 4650.465820
	Iteration 26Q: 3 clusters Score -1828415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1828417.625000 Penalty: 4650.465820
	Iteration 27Q: 3 clusters Score -1828418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1828421.125000 Penalty: 4650.465820
	Iteration 28Q: 3 clusters Score -1828421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1828421.375000 Penalty: 4650.465820
	Iteration 29Q: 3 clusters Score -1828421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1828427.125000 Penalty: 4650.465820
	Iteration 30Q: 3 clusters Score -1828427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1828423.500000 Penalty: 4650.465820
	Iteration 31Q: 3 clusters Score -1828424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1828421.875000 Penalty: 4650.465820
	Iteration 32Q: 3 clusters Score -1828422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1828422.250000 Penalty: 4650.465820
	Iteration 33Q: 3 clusters Score -1828422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1828422.000000 Penalty: 4650.465820
	Iteration 34Q: 3 clusters Score -1828422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1828426.375000 Penalty: 4650.465820
	Iteration 35Q: 3 clusters Score -1828426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1828423.500000 Penalty: 4650.465820
	Iteration 36Q: 3 clusters Score -1828424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1828422.375000 Penalty: 4650.465820
	Iteration 37Q: 3 clusters Score -1828422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1828425.375000 Penalty: 4650.465820
	Iteration 38Q: 3 clusters Score -1828425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1828428.375000 Penalty: 4650.465820
	Iteration 39Q: 3 clusters Score -1828428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1828428.375000 Penalty: 4650.465820
	Iteration 40F: 3 clusters Score -1828428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -253635.734375 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -253635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251164.062500 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -251164.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251721.312500 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -251721.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251874.171875 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -251874.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -251934.500000 Penalty: 3722.451172
	Iteration 3Q: 3 clusters Score -251934.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -251968.671875 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -251968.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251994.546875 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -251994.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -252017.421875 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -252017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -252033.984375 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -252034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -252047.343750 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -252047.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -252060.531250 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -252060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -252068.281250 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -252068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -252073.640625 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -252073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -252077.984375 Penalty: 3722.451172
	Iteration 12Q: 3 clusters Score -252078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -252083.906250 Penalty: 3722.451172
	Iteration 13Q: 3 clusters Score -252083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -252088.656250 Penalty: 3722.451172
	Iteration 14Q: 3 clusters Score -252088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -252092.031250 Penalty: 3722.451172
	Iteration 15Q: 3 clusters Score -252092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252099.015625 Penalty: 3722.451172
	Iteration 16Q: 3 clusters Score -252099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252105.015625 Penalty: 3722.451172
	Iteration 17Q: 3 clusters Score -252105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -252114.734375 Penalty: 3722.451172
	Iteration 18Q: 3 clusters Score -252114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -252124.078125 Penalty: 3722.451172
	Iteration 19Q: 3 clusters Score -252124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -252133.453125 Penalty: 3722.451172
	Iteration 20F: 3 clusters Score -252133.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -252142.750000 Penalty: 3722.451172
	Iteration 21Q: 3 clusters Score -252142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -252151.703125 Penalty: 3722.451172
	Iteration 22Q: 3 clusters Score -252151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -252160.921875 Penalty: 3722.451172
	Iteration 23Q: 3 clusters Score -252160.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -252175.578125 Penalty: 3722.451172
	Iteration 24Q: 3 clusters Score -252175.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -252191.843750 Penalty: 3722.451172
	Iteration 25Q: 3 clusters Score -252191.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -252216.421875 Penalty: 3722.451172
	Iteration 26Q: 3 clusters Score -252216.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -252239.281250 Penalty: 3722.451172
	Iteration 27Q: 3 clusters Score -252239.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -252260.343750 Penalty: 3722.451172
	Iteration 28Q: 3 clusters Score -252260.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -252283.203125 Penalty: 3722.451172
	Iteration 29Q: 3 clusters Score -252283.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -252351.140625 Penalty: 3722.451172
	Iteration 30Q: 3 clusters Score -252351.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -252483.968750 Penalty: 3722.451172
	Iteration 31Q: 3 clusters Score -252484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -252639.453125 Penalty: 3722.451172
	Iteration 32Q: 3 clusters Score -252639.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -252750.531250 Penalty: 3722.451172
	Iteration 33Q: 3 clusters Score -252750.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -252827.218750 Penalty: 3722.451172
	Iteration 34Q: 3 clusters Score -252827.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -252899.984375 Penalty: 3722.451172
	Iteration 35Q: 3 clusters Score -252900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -252990.828125 Penalty: 3722.451172
	Iteration 36Q: 3 clusters Score -252990.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -253041.796875 Penalty: 3722.451172
	Iteration 37Q: 3 clusters Score -253041.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -253080.093750 Penalty: 3722.451172
	Iteration 38Q: 3 clusters Score -253080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -253114.375000 Penalty: 3722.451172
	Iteration 39Q: 3 clusters Score -253114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -253151.515625 Penalty: 3722.451172
	Iteration 40F: 3 clusters Score -253151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -253184.984375 Penalty: 3722.451172
	Iteration 41Q: 3 clusters Score -253185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -253206.875000 Penalty: 3722.451172
	Iteration 42Q: 3 clusters Score -253206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -253222.375000 Penalty: 3722.451172
	Iteration 43Q: 3 clusters Score -253222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -253223.921875 Penalty: 3722.451172
	Iteration 44Q: 3 clusters Score -253223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -253231.796875 Penalty: 3722.451172
	Iteration 45Q: 3 clusters Score -253231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -253238.921875 Penalty: 3722.451172
	Iteration 46Q: 3 clusters Score -253238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -253258.859375 Penalty: 3722.451172
	Iteration 47Q: 3 clusters Score -253258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -253288.734375 Penalty: 3722.451172
	Iteration 48Q: 3 clusters Score -253288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -253295.000000 Penalty: 3722.451172
	Iteration 49Q: 3 clusters Score -253295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -253301.750000 Penalty: 3722.451172
	Iteration 50Q: 3 clusters Score -253301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -253301.750000 Penalty: 3722.451172
	Iteration 51F: 3 clusters Score -253301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Entering Unmasked Estep 
Score: -4804908.500000 Penalty: 2565.861572
	Iteration 0F: 2 clusters Score -4804908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4783447.500000 Penalty: 5131.723145
	Iteration 0F: 3 clusters Score -4783448 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4791400.000000 Penalty: 5131.723145
	Iteration 1F: 3 clusters Score -4791400 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4791984.500000 Penalty: 5131.723145
	Iteration 2F: 3 clusters Score -4791984 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4792622.500000 Penalty: 5131.723145
	Iteration 3Q: 3 clusters Score -4792622 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4793317.000000 Penalty: 5131.723145
	Iteration 4Q: 3 clusters Score -4793317 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4794137.000000 Penalty: 5131.723145
	Iteration 5F: 3 clusters Score -4794137 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4795261.500000 Penalty: 5131.723145
	Iteration 6F: 3 clusters Score -4795262 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4796544.500000 Penalty: 5131.723145
	Iteration 7F: 3 clusters Score -4796544 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4797900.500000 Penalty: 5131.723145
	Iteration 8F: 3 clusters Score -4797900 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4799154.500000 Penalty: 5131.723145
	Iteration 9F: 3 clusters Score -4799154 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4799850.000000 Penalty: 5131.723145
	Iteration 10Q: 3 clusters Score -4799850 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4800195.500000 Penalty: 5131.723145
	Iteration 11Q: 3 clusters Score -4800196 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4800432.000000 Penalty: 5131.723145
	Iteration 12Q: 3 clusters Score -4800432 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4800613.500000 Penalty: 5131.723145
	Iteration 13Q: 3 clusters Score -4800614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4800771.500000 Penalty: 5131.723145
	Iteration 14Q: 3 clusters Score -4800772 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4800912.000000 Penalty: 5131.723145
	Iteration 15Q: 3 clusters Score -4800912 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4801038.000000 Penalty: 5131.723145
	Iteration 16Q: 3 clusters Score -4801038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4801119.000000 Penalty: 5131.723145
	Iteration 17Q: 3 clusters Score -4801119 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4801200.500000 Penalty: 5131.723145
	Iteration 18Q: 3 clusters Score -4801200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4801269.500000 Penalty: 5131.723145
	Iteration 19Q: 3 clusters Score -4801270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4801337.500000 Penalty: 5131.723145
	Iteration 20F: 3 clusters Score -4801338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4801386.000000 Penalty: 5131.723145
	Iteration 21Q: 3 clusters Score -4801386 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4801447.000000 Penalty: 5131.723145
	Iteration 22Q: 3 clusters Score -4801447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4801487.000000 Penalty: 5131.723145
	Iteration 23Q: 3 clusters Score -4801487 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4801551.500000 Penalty: 5131.723145
	Iteration 24Q: 3 clusters Score -4801552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4801580.500000 Penalty: 5131.723145
	Iteration 25Q: 3 clusters Score -4801580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4801640.000000 Penalty: 5131.723145
	Iteration 26Q: 3 clusters Score -4801640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4801684.000000 Penalty: 5131.723145
	Iteration 27Q: 3 clusters Score -4801684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4801753.000000 Penalty: 5131.723145
	Iteration 28Q: 3 clusters Score -4801753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -4801803.500000 Penalty: 5131.723145
	Iteration 29Q: 3 clusters Score -4801804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4801856.500000 Penalty: 5131.723145
	Iteration 30Q: 3 clusters Score -4801856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4801903.000000 Penalty: 5131.723145
	Iteration 31Q: 3 clusters Score -4801903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4801953.000000 Penalty: 5131.723145
	Iteration 32Q: 3 clusters Score -4801953 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4802007.500000 Penalty: 5131.723145
	Iteration 33Q: 3 clusters Score -4802008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4802052.500000 Penalty: 5131.723145
	Iteration 34Q: 3 clusters Score -4802052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4802078.000000 Penalty: 5131.723145
	Iteration 35Q: 3 clusters Score -4802078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4802111.000000 Penalty: 5131.723145
	Iteration 36Q: 3 clusters Score -4802111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -4802147.500000 Penalty: 5131.723145
	Iteration 37Q: 3 clusters Score -4802148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4802167.500000 Penalty: 5131.723145
	Iteration 38Q: 3 clusters Score -4802168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4802183.500000 Penalty: 5131.723145
	Iteration 39Q: 3 clusters Score -4802184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4802218.000000 Penalty: 5131.723145
	Iteration 40F: 3 clusters Score -4802218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4802246.000000 Penalty: 5131.723145
	Iteration 41Q: 3 clusters Score -4802246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4802271.000000 Penalty: 5131.723145
	Iteration 42Q: 3 clusters Score -4802271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -4802287.000000 Penalty: 5131.723145
	Iteration 43Q: 3 clusters Score -4802287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4802296.500000 Penalty: 5131.723145
	Iteration 44Q: 3 clusters Score -4802296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4802320.000000 Penalty: 5131.723145
	Iteration 45Q: 3 clusters Score -4802320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4802326.500000 Penalty: 5131.723145
	Iteration 46Q: 3 clusters Score -4802326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4802351.000000 Penalty: 5131.723145
	Iteration 47Q: 3 clusters Score -4802351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4802349.500000 Penalty: 5131.723145
	Iteration 48Q: 3 clusters Score -4802350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4802352.500000 Penalty: 5131.723145
	Iteration 49Q: 3 clusters Score -4802352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4802365.500000 Penalty: 5131.723145
	Iteration 50Q: 3 clusters Score -4802366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4802382.000000 Penalty: 5131.723145
	Iteration 51Q: 3 clusters Score -4802382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4802385.500000 Penalty: 5131.723145
	Iteration 52Q: 3 clusters Score -4802386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4802395.500000 Penalty: 5131.723145
	Iteration 53Q: 3 clusters Score -4802396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4802393.000000 Penalty: 5131.723145
	Iteration 54Q: 3 clusters Score -4802393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4802419.000000 Penalty: 5131.723145
	Iteration 55Q: 3 clusters Score -4802419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4802426.500000 Penalty: 5131.723145
	Iteration 56Q: 3 clusters Score -4802426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4802436.500000 Penalty: 5131.723145
	Iteration 57Q: 3 clusters Score -4802436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -4802452.500000 Penalty: 5131.723145
	Iteration 58Q: 3 clusters Score -4802452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4802463.000000 Penalty: 5131.723145
	Iteration 59Q: 3 clusters Score -4802463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4802469.500000 Penalty: 5131.723145
	Iteration 60F: 3 clusters Score -4802470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4802482.500000 Penalty: 5131.723145
	Iteration 61Q: 3 clusters Score -4802482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4802491.500000 Penalty: 5131.723145
	Iteration 62Q: 3 clusters Score -4802492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4802480.000000 Penalty: 5131.723145
	Iteration 63Q: 3 clusters Score -4802480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4802494.000000 Penalty: 5131.723145
	Iteration 64Q: 3 clusters Score -4802494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4802496.000000 Penalty: 5131.723145
	Iteration 65Q: 3 clusters Score -4802496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4802505.000000 Penalty: 5131.723145
	Iteration 66Q: 3 clusters Score -4802505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4802512.000000 Penalty: 5131.723145
	Iteration 67Q: 3 clusters Score -4802512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4802506.500000 Penalty: 5131.723145
	Iteration 68Q: 3 clusters Score -4802506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4802507.000000 Penalty: 5131.723145
	Iteration 69Q: 3 clusters Score -4802507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4802518.500000 Penalty: 5131.723145
	Iteration 70Q: 3 clusters Score -4802518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4802519.500000 Penalty: 5131.723145
	Iteration 71Q: 3 clusters Score -4802520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4802526.000000 Penalty: 5131.723145
	Iteration 72Q: 3 clusters Score -4802526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4802531.000000 Penalty: 5131.723145
	Iteration 73Q: 3 clusters Score -4802531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4802530.000000 Penalty: 5131.723145
	Iteration 74Q: 3 clusters Score -4802530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4802534.000000 Penalty: 5131.723145
	Iteration 75Q: 3 clusters Score -4802534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4802539.000000 Penalty: 5131.723145
	Iteration 76Q: 3 clusters Score -4802539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4802538.000000 Penalty: 5131.723145
	Iteration 77Q: 3 clusters Score -4802538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4802538.000000 Penalty: 5131.723145
	Iteration 78Q: 3 clusters Score -4802538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4802536.500000 Penalty: 5131.723145
	Iteration 79Q: 3 clusters Score -4802536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4802538.500000 Penalty: 5131.723145
	Iteration 80F: 3 clusters Score -4802538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4802536.500000 Penalty: 5131.723145
	Iteration 81Q: 3 clusters Score -4802536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4802541.500000 Penalty: 5131.723145
	Iteration 82Q: 3 clusters Score -4802542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4802541.500000 Penalty: 5131.723145
	Iteration 83F: 3 clusters Score -4802542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -68963.609375 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -68963.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67560.078125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -67560.08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68096.976562 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -68096.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68335.500000 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -68335.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68453.281250 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -68453.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68586.703125 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -68586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68658.570312 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -68658.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68679.687500 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -68679.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68700.078125 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -68700.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68705.015625 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -68705.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68710.007812 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -68710.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68717.500000 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -68717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68722.226562 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -68722.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68722.226562 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -68722.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -1333824.875000 Penalty: 2260.611816
	Iteration 0F: 2 clusters Score -1333825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1326679.125000 Penalty: 4521.223633
	Iteration 0F: 3 clusters Score -1326679 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1328709.750000 Penalty: 4521.223633
	Iteration 1F: 3 clusters Score -1328710 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1329128.125000 Penalty: 4521.223633
	Iteration 2F: 3 clusters Score -1329128 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1329515.250000 Penalty: 4521.223633
	Iteration 3F: 3 clusters Score -1329515 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1329845.125000 Penalty: 4521.223633
	Iteration 4F: 3 clusters Score -1329845 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1330140.500000 Penalty: 4521.223633
	Iteration 5F: 3 clusters Score -1330140 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1330366.375000 Penalty: 4521.223633
	Iteration 6Q: 3 clusters Score -1330366 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1330558.750000 Penalty: 4521.223633
	Iteration 7Q: 3 clusters Score -1330559 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1330756.000000 Penalty: 4521.223633
	Iteration 8Q: 3 clusters Score -1330756 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1330937.750000 Penalty: 4521.223633
	Iteration 9Q: 3 clusters Score -1330938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1331096.125000 Penalty: 4521.223633
	Iteration 10Q: 3 clusters Score -1331096 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1331244.000000 Penalty: 4521.223633
	Iteration 11Q: 3 clusters Score -1331244 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1331393.625000 Penalty: 4521.223633
	Iteration 12Q: 3 clusters Score -1331394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1331536.500000 Penalty: 4521.223633
	Iteration 13Q: 3 clusters Score -1331536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1331664.375000 Penalty: 4521.223633
	Iteration 14Q: 3 clusters Score -1331664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1331772.375000 Penalty: 4521.223633
	Iteration 15Q: 3 clusters Score -1331772 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1331857.125000 Penalty: 4521.223633
	Iteration 16Q: 3 clusters Score -1331857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1331925.250000 Penalty: 4521.223633
	Iteration 17Q: 3 clusters Score -1331925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1331995.750000 Penalty: 4521.223633
	Iteration 18Q: 3 clusters Score -1331996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1332068.375000 Penalty: 4521.223633
	Iteration 19Q: 3 clusters Score -1332068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1332126.125000 Penalty: 4521.223633
	Iteration 20F: 3 clusters Score -1332126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1332179.750000 Penalty: 4521.223633
	Iteration 21Q: 3 clusters Score -1332180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1332214.875000 Penalty: 4521.223633
	Iteration 22Q: 3 clusters Score -1332215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1332253.750000 Penalty: 4521.223633
	Iteration 23Q: 3 clusters Score -1332254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1332291.375000 Penalty: 4521.223633
	Iteration 24Q: 3 clusters Score -1332291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1332323.000000 Penalty: 4521.223633
	Iteration 25Q: 3 clusters Score -1332323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1332352.250000 Penalty: 4521.223633
	Iteration 26Q: 3 clusters Score -1332352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1332376.250000 Penalty: 4521.223633
	Iteration 27Q: 3 clusters Score -1332376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1332397.375000 Penalty: 4521.223633
	Iteration 28Q: 3 clusters Score -1332397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1332411.750000 Penalty: 4521.223633
	Iteration 29Q: 3 clusters Score -1332412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1332427.250000 Penalty: 4521.223633
	Iteration 30Q: 3 clusters Score -1332427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1332438.000000 Penalty: 4521.223633
	Iteration 31Q: 3 clusters Score -1332438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1332451.125000 Penalty: 4521.223633
	Iteration 32Q: 3 clusters Score -1332451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1332454.375000 Penalty: 4521.223633
	Iteration 33Q: 3 clusters Score -1332454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1332457.375000 Penalty: 4521.223633
	Iteration 34Q: 3 clusters Score -1332457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1332462.500000 Penalty: 4521.223633
	Iteration 35Q: 3 clusters Score -1332462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1332465.875000 Penalty: 4521.223633
	Iteration 36Q: 3 clusters Score -1332466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1332475.375000 Penalty: 4521.223633
	Iteration 37Q: 3 clusters Score -1332475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1332480.125000 Penalty: 4521.223633
	Iteration 38Q: 3 clusters Score -1332480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1332479.875000 Penalty: 4521.223633
	Iteration 39Q: 3 clusters Score -1332480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1332479.875000 Penalty: 4521.223633
	Iteration 40F: 3 clusters Score -1332480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Entering Unmasked Estep 
Score: -6517160.500000 Penalty: 2641.337646
	Iteration 0F: 2 clusters Score -6517160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6488553.000000 Penalty: 5282.675293
	Iteration 0F: 3 clusters Score -6488553 nChanged 19375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6499023.000000 Penalty: 5282.675293
	Iteration 1F: 3 clusters Score -6499023 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -6499630.000000 Penalty: 5282.675293
	Iteration 2Q: 3 clusters Score -6499630 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -6500349.500000 Penalty: 5282.675293
	Iteration 3Q: 3 clusters Score -6500350 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -6501228.500000 Penalty: 5282.675293
	Iteration 4Q: 3 clusters Score -6501228 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -6502462.000000 Penalty: 5282.675293
	Iteration 5F: 3 clusters Score -6502462 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6504209.500000 Penalty: 5282.675293
	Iteration 6F: 3 clusters Score -6504210 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -6506523.000000 Penalty: 5282.675293
	Iteration 7F: 3 clusters Score -6506523 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6509197.500000 Penalty: 5282.675293
	Iteration 8F: 3 clusters Score -6509198 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6511704.500000 Penalty: 5282.675293
	Iteration 9F: 3 clusters Score -6511704 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6513282.000000 Penalty: 5282.675293
	Iteration 10Q: 3 clusters Score -6513282 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6514107.000000 Penalty: 5282.675293
	Iteration 11Q: 3 clusters Score -6514107 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6514450.500000 Penalty: 5282.675293
	Iteration 12Q: 3 clusters Score -6514450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6514619.500000 Penalty: 5282.675293
	Iteration 13Q: 3 clusters Score -6514620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6514714.500000 Penalty: 5282.675293
	Iteration 14Q: 3 clusters Score -6514714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6514766.500000 Penalty: 5282.675293
	Iteration 15Q: 3 clusters Score -6514766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6514815.000000 Penalty: 5282.675293
	Iteration 16Q: 3 clusters Score -6514815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6514862.500000 Penalty: 5282.675293
	Iteration 17Q: 3 clusters Score -6514862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6514891.500000 Penalty: 5282.675293
	Iteration 18Q: 3 clusters Score -6514892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6514914.500000 Penalty: 5282.675293
	Iteration 19Q: 3 clusters Score -6514914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6514923.000000 Penalty: 5282.675293
	Iteration 20F: 3 clusters Score -6514923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6514933.000000 Penalty: 5282.675293
	Iteration 21Q: 3 clusters Score -6514933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6514944.500000 Penalty: 5282.675293
	Iteration 22Q: 3 clusters Score -6514944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6514948.500000 Penalty: 5282.675293
	Iteration 23Q: 3 clusters Score -6514948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6514952.500000 Penalty: 5282.675293
	Iteration 24Q: 3 clusters Score -6514952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6514953.000000 Penalty: 5282.675293
	Iteration 25Q: 3 clusters Score -6514953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6514956.000000 Penalty: 5282.675293
	Iteration 26Q: 3 clusters Score -6514956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6514956.000000 Penalty: 5282.675293
	Iteration 27F: 3 clusters Score -6514956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Entering Unmasked Estep 
Score: -16917730.000000 Penalty: 2877.744141
	Iteration 0F: 2 clusters Score -1.691773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -16847366.000000 Penalty: 5755.488281
	Iteration 0F: 3 clusters Score -1.684737e+07 nChanged 52070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -16876656.000000 Penalty: 5755.488281
	Iteration 1F: 3 clusters Score -1.687666e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -16877370.000000 Penalty: 5755.488281
	Iteration 2Q: 3 clusters Score -1.687737e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -16878142.000000 Penalty: 5755.488281
	Iteration 3Q: 3 clusters Score -1.687814e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -16879124.000000 Penalty: 5755.488281
	Iteration 4Q: 3 clusters Score -1.687912e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -16880376.000000 Penalty: 5755.488281
	Iteration 5Q: 3 clusters Score -1.688038e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -16882186.000000 Penalty: 5755.488281
	Iteration 6Q: 3 clusters Score -1.688219e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -16884904.000000 Penalty: 5755.488281
	Iteration 7Q: 3 clusters Score -1.68849e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -16888794.000000 Penalty: 5755.488281
	Iteration 8F: 3 clusters Score -1.688879e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -16893948.000000 Penalty: 5755.488281
	Iteration 9F: 3 clusters Score -1.689395e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -16899384.000000 Penalty: 5755.488281
	Iteration 10F: 3 clusters Score -1.689938e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -16903440.000000 Penalty: 5755.488281
	Iteration 11F: 3 clusters Score -1.690344e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -16905712.000000 Penalty: 5755.488281
	Iteration 12Q: 3 clusters Score -1.690571e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -16907100.000000 Penalty: 5755.488281
	Iteration 13Q: 3 clusters Score -1.69071e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -16907964.000000 Penalty: 5755.488281
	Iteration 14Q: 3 clusters Score -1.690796e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -16908788.000000 Penalty: 5755.488281
	Iteration 15Q: 3 clusters Score -1.690879e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5755.488281
	Iteration 16Q: 3 clusters Score -1.690971e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -16910502.000000 Penalty: 5755.488281
	Iteration 17Q: 3 clusters Score -1.69105e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -16911352.000000 Penalty: 5755.488281
	Iteration 18Q: 3 clusters Score -1.691135e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -16912028.000000 Penalty: 5755.488281
	Iteration 19Q: 3 clusters Score -1.691203e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -16912822.000000 Penalty: 5755.488281
	Iteration 20F: 3 clusters Score -1.691282e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -16913476.000000 Penalty: 5755.488281
	Iteration 21Q: 3 clusters Score -1.691348e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -16914080.000000 Penalty: 5755.488281
	Iteration 22Q: 3 clusters Score -1.691408e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -16914538.000000 Penalty: 5755.488281
	Iteration 23Q: 3 clusters Score -1.691454e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -16915026.000000 Penalty: 5755.488281
	Iteration 24Q: 3 clusters Score -1.691503e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -16915396.000000 Penalty: 5755.488281
	Iteration 25Q: 3 clusters Score -1.69154e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -16915594.000000 Penalty: 5755.488281
	Iteration 26Q: 3 clusters Score -1.691559e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -16915752.000000 Penalty: 5755.488281
	Iteration 27Q: 3 clusters Score -1.691575e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -16915956.000000 Penalty: 5755.488281
	Iteration 28Q: 3 clusters Score -1.691596e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -16916098.000000 Penalty: 5755.488281
	Iteration 29Q: 3 clusters Score -1.69161e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -16916042.000000 Penalty: 5755.488281
	Iteration 30Q: 3 clusters Score -1.691604e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -16916020.000000 Penalty: 5755.488281
	Iteration 31Q: 3 clusters Score -1.691602e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -16916008.000000 Penalty: 5755.488281
	Iteration 32Q: 3 clusters Score -1.691601e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -16915972.000000 Penalty: 5755.488281
	Iteration 33Q: 3 clusters Score -1.691597e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -16915944.000000 Penalty: 5755.488281
	Iteration 34Q: 3 clusters Score -1.691594e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -16915878.000000 Penalty: 5755.488281
	Iteration 35Q: 3 clusters Score -1.691588e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -16915810.000000 Penalty: 5755.488281
	Iteration 36Q: 3 clusters Score -1.691581e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -16915780.000000 Penalty: 5755.488281
	Iteration 37Q: 3 clusters Score -1.691578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -16915784.000000 Penalty: 5755.488281
	Iteration 38Q: 3 clusters Score -1.691578e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -16915794.000000 Penalty: 5755.488281
	Iteration 39Q: 3 clusters Score -1.691579e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -16915764.000000 Penalty: 5755.488281
	Iteration 40F: 3 clusters Score -1.691576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -16915740.000000 Penalty: 5755.488281
	Iteration 41Q: 3 clusters Score -1.691574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -16915766.000000 Penalty: 5755.488281
	Iteration 42Q: 3 clusters Score -1.691577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -16915758.000000 Penalty: 5755.488281
	Iteration 43Q: 3 clusters Score -1.691576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -16915752.000000 Penalty: 5755.488281
	Iteration 44Q: 3 clusters Score -1.691575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -16915760.000000 Penalty: 5755.488281
	Iteration 45Q: 3 clusters Score -1.691576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -16915784.000000 Penalty: 5755.488281
	Iteration 46Q: 3 clusters Score -1.691578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -16915772.000000 Penalty: 5755.488281
	Iteration 47Q: 3 clusters Score -1.691577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -16915764.000000 Penalty: 5755.488281
	Iteration 48Q: 3 clusters Score -1.691576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -16915756.000000 Penalty: 5755.488281
	Iteration 49Q: 3 clusters Score -1.691576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -16915776.000000 Penalty: 5755.488281
	Iteration 50Q: 3 clusters Score -1.691578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -16915774.000000 Penalty: 5755.488281
	Iteration 51Q: 3 clusters Score -1.691577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -16915762.000000 Penalty: 5755.488281
	Iteration 52Q: 3 clusters Score -1.691576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -16915780.000000 Penalty: 5755.488281
	Iteration 53Q: 3 clusters Score -1.691578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -16915794.000000 Penalty: 5755.488281
	Iteration 54Q: 3 clusters Score -1.691579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -16915790.000000 Penalty: 5755.488281
	Iteration 55Q: 3 clusters Score -1.691579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -16915798.000000 Penalty: 5755.488281
	Iteration 56Q: 3 clusters Score -1.69158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
Score: -16915794.000000 Penalty: 5755.488281
	Iteration 57Q: 3 clusters Score -1.691579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -16915804.000000 Penalty: 5755.488281
	Iteration 58Q: 3 clusters Score -1.69158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -16915804.000000 Penalty: 5755.488281
	Iteration 59Q: 3 clusters Score -1.69158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -16915814.000000 Penalty: 5755.488281
	Iteration 60F: 3 clusters Score -1.691581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 108847 members 
Entering Unmasked Estep 
Score: -16915822.000000 Penalty: 5755.488281
	Iteration 61Q: 3 clusters Score -1.691582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -16915810.000000 Penalty: 5755.488281
	Iteration 62Q: 3 clusters Score -1.691581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -16915810.000000 Penalty: 5755.488281
	Iteration 63Q: 3 clusters Score -1.691581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -16915808.000000 Penalty: 5755.488281
	Iteration 64Q: 3 clusters Score -1.691581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -16915804.000000 Penalty: 5755.488281
	Iteration 65Q: 3 clusters Score -1.69158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -16915800.000000 Penalty: 5755.488281
	Iteration 66Q: 3 clusters Score -1.69158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -16915790.000000 Penalty: 5755.488281
	Iteration 67Q: 3 clusters Score -1.691579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -16915796.000000 Penalty: 5755.488281
	Iteration 68Q: 3 clusters Score -1.69158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -16915796.000000 Penalty: 5755.488281
	Iteration 69F: 3 clusters Score -1.69158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Entering Unmasked Estep 
Score: -4381007.500000 Penalty: 2549.950928
	Iteration 0F: 2 clusters Score -4381008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4360908.000000 Penalty: 5099.901855
	Iteration 0F: 3 clusters Score -4360908 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4368376.000000 Penalty: 5099.901855
	Iteration 1F: 3 clusters Score -4368376 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4369200.000000 Penalty: 5099.901855
	Iteration 2F: 3 clusters Score -4369200 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4370118.000000 Penalty: 5099.901855
	Iteration 3F: 3 clusters Score -4370118 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4371159.000000 Penalty: 5099.901855
	Iteration 4F: 3 clusters Score -4371159 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4372240.000000 Penalty: 5099.901855
	Iteration 5F: 3 clusters Score -4372240 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4373251.000000 Penalty: 5099.901855
	Iteration 6F: 3 clusters Score -4373251 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4374011.000000 Penalty: 5099.901855
	Iteration 7F: 3 clusters Score -4374011 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4374610.500000 Penalty: 5099.901855
	Iteration 8Q: 3 clusters Score -4374610 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4375123.500000 Penalty: 5099.901855
	Iteration 9Q: 3 clusters Score -4375124 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4375602.000000 Penalty: 5099.901855
	Iteration 10Q: 3 clusters Score -4375602 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4376066.500000 Penalty: 5099.901855
	Iteration 11Q: 3 clusters Score -4376066 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4376446.500000 Penalty: 5099.901855
	Iteration 12Q: 3 clusters Score -4376446 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4376819.000000 Penalty: 5099.901855
	Iteration 13Q: 3 clusters Score -4376819 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4377126.000000 Penalty: 5099.901855
	Iteration 14Q: 3 clusters Score -4377126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4377456.000000 Penalty: 5099.901855
	Iteration 15Q: 3 clusters Score -4377456 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4377790.000000 Penalty: 5099.901855
	Iteration 16Q: 3 clusters Score -4377790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4378019.500000 Penalty: 5099.901855
	Iteration 17Q: 3 clusters Score -4378020 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -4378243.000000 Penalty: 5099.901855
	Iteration 18Q: 3 clusters Score -4378243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -4378401.000000 Penalty: 5099.901855
	Iteration 19Q: 3 clusters Score -4378401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4378526.000000 Penalty: 5099.901855
	Iteration 20F: 3 clusters Score -4378526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4378615.500000 Penalty: 5099.901855
	Iteration 21Q: 3 clusters Score -4378616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4378676.000000 Penalty: 5099.901855
	Iteration 22Q: 3 clusters Score -4378676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -4378722.000000 Penalty: 5099.901855
	Iteration 23Q: 3 clusters Score -4378722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4378749.500000 Penalty: 5099.901855
	Iteration 24Q: 3 clusters Score -4378750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4378787.500000 Penalty: 5099.901855
	Iteration 25Q: 3 clusters Score -4378788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4378807.500000 Penalty: 5099.901855
	Iteration 26Q: 3 clusters Score -4378808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4378823.000000 Penalty: 5099.901855
	Iteration 27Q: 3 clusters Score -4378823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -4378829.500000 Penalty: 5099.901855
	Iteration 28Q: 3 clusters Score -4378830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4378828.000000 Penalty: 5099.901855
	Iteration 29Q: 3 clusters Score -4378828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4378839.000000 Penalty: 5099.901855
	Iteration 30Q: 3 clusters Score -4378839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4378843.500000 Penalty: 5099.901855
	Iteration 31Q: 3 clusters Score -4378844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4378852.500000 Penalty: 5099.901855
	Iteration 32Q: 3 clusters Score -4378852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4378857.500000 Penalty: 5099.901855
	Iteration 33Q: 3 clusters Score -4378858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -4378856.000000 Penalty: 5099.901855
	Iteration 34Q: 3 clusters Score -4378856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4378861.000000 Penalty: 5099.901855
	Iteration 35Q: 3 clusters Score -4378861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4378861.000000 Penalty: 5099.901855
	Iteration 36F: 3 clusters Score -4378861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -805777.562500 Penalty: 2134.363037
	Iteration 0F: 2 clusters Score -805777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -800998.750000 Penalty: 4268.726074
	Iteration 0F: 3 clusters Score -800998.8 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -802178.500000 Penalty: 4268.726074
	Iteration 1F: 3 clusters Score -802178.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -802444.937500 Penalty: 4268.726074
	Iteration 2F: 3 clusters Score -802444.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -802667.187500 Penalty: 4268.726074
	Iteration 3F: 3 clusters Score -802667.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -802887.250000 Penalty: 4268.726074
	Iteration 4Q: 3 clusters Score -802887.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -803138.000000 Penalty: 4268.726074
	Iteration 5Q: 3 clusters Score -803138 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -803413.562500 Penalty: 4268.726074
	Iteration 6F: 3 clusters Score -803413.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -803669.875000 Penalty: 4268.726074
	Iteration 7F: 3 clusters Score -803669.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -803903.000000 Penalty: 4268.726074
	Iteration 8F: 3 clusters Score -803903 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -804067.375000 Penalty: 4268.726074
	Iteration 9Q: 3 clusters Score -804067.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -804173.562500 Penalty: 4268.726074
	Iteration 10Q: 3 clusters Score -804173.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -804249.250000 Penalty: 4268.726074
	Iteration 11Q: 3 clusters Score -804249.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -804296.375000 Penalty: 4268.726074
	Iteration 12Q: 3 clusters Score -804296.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -804328.062500 Penalty: 4268.726074
	Iteration 13Q: 3 clusters Score -804328.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -804355.750000 Penalty: 4268.726074
	Iteration 14Q: 3 clusters Score -804355.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -804377.062500 Penalty: 4268.726074
	Iteration 15Q: 3 clusters Score -804377.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -804398.312500 Penalty: 4268.726074
	Iteration 16Q: 3 clusters Score -804398.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -804414.187500 Penalty: 4268.726074
	Iteration 17Q: 3 clusters Score -804414.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -804431.437500 Penalty: 4268.726074
	Iteration 18Q: 3 clusters Score -804431.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -804444.125000 Penalty: 4268.726074
	Iteration 19Q: 3 clusters Score -804444.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -804453.000000 Penalty: 4268.726074
	Iteration 20F: 3 clusters Score -804453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -804462.000000 Penalty: 4268.726074
	Iteration 21Q: 3 clusters Score -804462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -804464.250000 Penalty: 4268.726074
	Iteration 22Q: 3 clusters Score -804464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -804466.250000 Penalty: 4268.726074
	Iteration 23Q: 3 clusters Score -804466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -804470.062500 Penalty: 4268.726074
	Iteration 24Q: 3 clusters Score -804470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -804471.687500 Penalty: 4268.726074
	Iteration 25Q: 3 clusters Score -804471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -804477.062500 Penalty: 4268.726074
	Iteration 26Q: 3 clusters Score -804477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -804481.312500 Penalty: 4268.726074
	Iteration 27Q: 3 clusters Score -804481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -804483.437500 Penalty: 4268.726074
	Iteration 28Q: 3 clusters Score -804483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -804483.250000 Penalty: 4268.726074
	Iteration 29Q: 3 clusters Score -804483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -804484.687500 Penalty: 4268.726074
	Iteration 30Q: 3 clusters Score -804484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -804486.000000 Penalty: 4268.726074
	Iteration 31Q: 3 clusters Score -804486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -804485.250000 Penalty: 4268.726074
	Iteration 32Q: 3 clusters Score -804485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -804485.250000 Penalty: 4268.726074
	Iteration 33F: 3 clusters Score -804485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Entering Unmasked Estep 
Score: -14920348.000000 Penalty: 2847.019287
	Iteration 0F: 2 clusters Score -1.492035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -14856909.000000 Penalty: 5694.038574
	Iteration 0F: 3 clusters Score -1.485691e+07 nChanged 45790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -14883139.000000 Penalty: 5694.038574
	Iteration 1F: 3 clusters Score -1.488314e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -14884359.000000 Penalty: 5694.038574
	Iteration 2Q: 3 clusters Score -1.488436e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -14885497.000000 Penalty: 5694.038574
	Iteration 3Q: 3 clusters Score -1.48855e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -14887224.000000 Penalty: 5694.038574
	Iteration 4Q: 3 clusters Score -1.488722e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -14889539.000000 Penalty: 5694.038574
	Iteration 5Q: 3 clusters Score -1.488954e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -14892554.000000 Penalty: 5694.038574
	Iteration 6F: 3 clusters Score -1.489255e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -14895578.000000 Penalty: 5694.038574
	Iteration 7F: 3 clusters Score -1.489558e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -14898740.000000 Penalty: 5694.038574
	Iteration 8F: 3 clusters Score -1.489874e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -14901643.000000 Penalty: 5694.038574
	Iteration 9F: 3 clusters Score -1.490164e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -14903928.000000 Penalty: 5694.038574
	Iteration 10Q: 3 clusters Score -1.490393e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -14905467.000000 Penalty: 5694.038574
	Iteration 11Q: 3 clusters Score -1.490547e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -14906405.000000 Penalty: 5694.038574
	Iteration 12Q: 3 clusters Score -1.49064e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -14906796.000000 Penalty: 5694.038574
	Iteration 13Q: 3 clusters Score -1.49068e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -14907040.000000 Penalty: 5694.038574
	Iteration 14Q: 3 clusters Score -1.490704e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -14907193.000000 Penalty: 5694.038574
	Iteration 15Q: 3 clusters Score -1.490719e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -14907313.000000 Penalty: 5694.038574
	Iteration 16Q: 3 clusters Score -1.490731e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -14907451.000000 Penalty: 5694.038574
	Iteration 17Q: 3 clusters Score -1.490745e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -14907558.000000 Penalty: 5694.038574
	Iteration 18Q: 3 clusters Score -1.490756e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -14907576.000000 Penalty: 5694.038574
	Iteration 19Q: 3 clusters Score -1.490758e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -14907692.000000 Penalty: 5694.038574
	Iteration 20F: 3 clusters Score -1.490769e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -14907781.000000 Penalty: 5694.038574
	Iteration 21Q: 3 clusters Score -1.490778e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -14907858.000000 Penalty: 5694.038574
	Iteration 22Q: 3 clusters Score -1.490786e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -14908034.000000 Penalty: 5694.038574
	Iteration 23Q: 3 clusters Score -1.490803e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -14908142.000000 Penalty: 5694.038574
	Iteration 24Q: 3 clusters Score -1.490814e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -14908267.000000 Penalty: 5694.038574
	Iteration 25Q: 3 clusters Score -1.490827e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -14908392.000000 Penalty: 5694.038574
	Iteration 26Q: 3 clusters Score -1.490839e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -14908489.000000 Penalty: 5694.038574
	Iteration 27Q: 3 clusters Score -1.490849e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -14908536.000000 Penalty: 5694.038574
	Iteration 28Q: 3 clusters Score -1.490854e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -14908659.000000 Penalty: 5694.038574
	Iteration 29Q: 3 clusters Score -1.490866e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -14908737.000000 Penalty: 5694.038574
	Iteration 30Q: 3 clusters Score -1.490874e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -14908812.000000 Penalty: 5694.038574
	Iteration 31Q: 3 clusters Score -1.490881e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -14908846.000000 Penalty: 5694.038574
	Iteration 32Q: 3 clusters Score -1.490885e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -14908895.000000 Penalty: 5694.038574
	Iteration 33Q: 3 clusters Score -1.49089e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -14908951.000000 Penalty: 5694.038574
	Iteration 34Q: 3 clusters Score -1.490895e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -14908992.000000 Penalty: 5694.038574
	Iteration 35Q: 3 clusters Score -1.490899e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -14908987.000000 Penalty: 5694.038574
	Iteration 36Q: 3 clusters Score -1.490899e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -14909004.000000 Penalty: 5694.038574
	Iteration 37Q: 3 clusters Score -1.4909e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -14908995.000000 Penalty: 5694.038574
	Iteration 38Q: 3 clusters Score -1.4909e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -14908978.000000 Penalty: 5694.038574
	Iteration 39Q: 3 clusters Score -1.490898e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -14909012.000000 Penalty: 5694.038574
	Iteration 40F: 3 clusters Score -1.490901e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -14909041.000000 Penalty: 5694.038574
	Iteration 41Q: 3 clusters Score -1.490904e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -14909106.000000 Penalty: 5694.038574
	Iteration 42Q: 3 clusters Score -1.490911e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -14909097.000000 Penalty: 5694.038574
	Iteration 43Q: 3 clusters Score -1.49091e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -14909113.000000 Penalty: 5694.038574
	Iteration 44Q: 3 clusters Score -1.490911e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -14909095.000000 Penalty: 5694.038574
	Iteration 45Q: 3 clusters Score -1.49091e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -14909084.000000 Penalty: 5694.038574
	Iteration 46Q: 3 clusters Score -1.490908e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -14909117.000000 Penalty: 5694.038574
	Iteration 47Q: 3 clusters Score -1.490912e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -14909094.000000 Penalty: 5694.038574
	Iteration 48Q: 3 clusters Score -1.490909e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -14909096.000000 Penalty: 5694.038574
	Iteration 49Q: 3 clusters Score -1.49091e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -14909096.000000 Penalty: 5694.038574
	Iteration 50Q: 3 clusters Score -1.49091e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -14909158.000000 Penalty: 5694.038574
	Iteration 51Q: 3 clusters Score -1.490916e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -14909156.000000 Penalty: 5694.038574
	Iteration 52Q: 3 clusters Score -1.490916e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -14909166.000000 Penalty: 5694.038574
	Iteration 53Q: 3 clusters Score -1.490917e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -14909232.000000 Penalty: 5694.038574
	Iteration 54Q: 3 clusters Score -1.490923e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -14909285.000000 Penalty: 5694.038574
	Iteration 55Q: 3 clusters Score -1.490928e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -14909284.000000 Penalty: 5694.038574
	Iteration 56Q: 3 clusters Score -1.490928e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -14909287.000000 Penalty: 5694.038574
	Iteration 57Q: 3 clusters Score -1.490929e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -14909330.000000 Penalty: 5694.038574
	Iteration 58Q: 3 clusters Score -1.490933e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -14909374.000000 Penalty: 5694.038574
	Iteration 59Q: 3 clusters Score -1.490937e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -14909422.000000 Penalty: 5694.038574
	Iteration 60F: 3 clusters Score -1.490942e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -14909431.000000 Penalty: 5694.038574
	Iteration 61Q: 3 clusters Score -1.490943e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -14909469.000000 Penalty: 5694.038574
	Iteration 62Q: 3 clusters Score -1.490947e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -14909546.000000 Penalty: 5694.038574
	Iteration 63Q: 3 clusters Score -1.490955e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -14909566.000000 Penalty: 5694.038574
	Iteration 64Q: 3 clusters Score -1.490957e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -14909653.000000 Penalty: 5694.038574
	Iteration 65Q: 3 clusters Score -1.490965e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -14909721.000000 Penalty: 5694.038574
	Iteration 66Q: 3 clusters Score -1.490972e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -14909871.000000 Penalty: 5694.038574
	Iteration 67Q: 3 clusters Score -1.490987e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -14909982.000000 Penalty: 5694.038574
	Iteration 68Q: 3 clusters Score -1.490998e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -14910112.000000 Penalty: 5694.038574
	Iteration 69Q: 3 clusters Score -1.491011e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -14910320.000000 Penalty: 5694.038574
	Iteration 70Q: 3 clusters Score -1.491032e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -14910450.000000 Penalty: 5694.038574
	Iteration 71Q: 3 clusters Score -1.491045e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -14910664.000000 Penalty: 5694.038574
	Iteration 72Q: 3 clusters Score -1.491066e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -14910873.000000 Penalty: 5694.038574
	Iteration 73Q: 3 clusters Score -1.491087e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -14911111.000000 Penalty: 5694.038574
	Iteration 74Q: 3 clusters Score -1.491111e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -14911401.000000 Penalty: 5694.038574
	Iteration 75Q: 3 clusters Score -1.49114e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -14911583.000000 Penalty: 5694.038574
	Iteration 76Q: 3 clusters Score -1.491158e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -14911844.000000 Penalty: 5694.038574
	Iteration 77Q: 3 clusters Score -1.491184e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -14912169.000000 Penalty: 5694.038574
	Iteration 78Q: 3 clusters Score -1.491217e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -14912532.000000 Penalty: 5694.038574
	Iteration 79Q: 3 clusters Score -1.491253e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -14912925.000000 Penalty: 5694.038574
	Iteration 80F: 3 clusters Score -1.491292e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -14913354.000000 Penalty: 5694.038574
	Iteration 81Q: 3 clusters Score -1.491335e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -14913792.000000 Penalty: 5694.038574
	Iteration 82Q: 3 clusters Score -1.491379e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -14914239.000000 Penalty: 5694.038574
	Iteration 83Q: 3 clusters Score -1.491424e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -14914634.000000 Penalty: 5694.038574
	Iteration 84Q: 3 clusters Score -1.491463e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -14915196.000000 Penalty: 5694.038574
	Iteration 85Q: 3 clusters Score -1.49152e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -14915676.000000 Penalty: 5694.038574
	Iteration 86Q: 3 clusters Score -1.491568e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -14916087.000000 Penalty: 5694.038574
	Iteration 87Q: 3 clusters Score -1.491609e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -14916412.000000 Penalty: 5694.038574
	Iteration 88Q: 3 clusters Score -1.491641e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -14916736.000000 Penalty: 5694.038574
	Iteration 89Q: 3 clusters Score -1.491674e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -14917020.000000 Penalty: 5694.038574
	Iteration 90Q: 3 clusters Score -1.491702e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -14917348.000000 Penalty: 5694.038574
	Iteration 91Q: 3 clusters Score -1.491735e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -14917574.000000 Penalty: 5694.038574
	Iteration 92Q: 3 clusters Score -1.491757e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -14917811.000000 Penalty: 5694.038574
	Iteration 93Q: 3 clusters Score -1.491781e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -14918011.000000 Penalty: 5694.038574
	Iteration 94Q: 3 clusters Score -1.491801e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -14918210.000000 Penalty: 5694.038574
	Iteration 95Q: 3 clusters Score -1.491821e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -14918306.000000 Penalty: 5694.038574
	Iteration 96Q: 3 clusters Score -1.491831e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -14918458.000000 Penalty: 5694.038574
	Iteration 97Q: 3 clusters Score -1.491846e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -14918534.000000 Penalty: 5694.038574
	Iteration 98Q: 3 clusters Score -1.491853e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -14918550.000000 Penalty: 5694.038574
	Iteration 99Q: 3 clusters Score -1.491855e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -14918608.000000 Penalty: 5694.038574
	Iteration 100F: 3 clusters Score -1.491861e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -14918660.000000 Penalty: 5694.038574
	Iteration 101Q: 3 clusters Score -1.491866e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -14918657.000000 Penalty: 5694.038574
	Iteration 102Q: 3 clusters Score -1.491866e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -14918700.000000 Penalty: 5694.038574
	Iteration 103Q: 3 clusters Score -1.49187e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -14918736.000000 Penalty: 5694.038574
	Iteration 104Q: 3 clusters Score -1.491874e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14918738.000000 Penalty: 5694.038574
	Iteration 105Q: 3 clusters Score -1.491874e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -14918784.000000 Penalty: 5694.038574
	Iteration 106Q: 3 clusters Score -1.491878e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -14918769.000000 Penalty: 5694.038574
	Iteration 107Q: 3 clusters Score -1.491877e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -14918755.000000 Penalty: 5694.038574
	Iteration 108Q: 3 clusters Score -1.491876e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -14918743.000000 Penalty: 5694.038574
	Iteration 109Q: 3 clusters Score -1.491874e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -14918753.000000 Penalty: 5694.038574
	Iteration 110Q: 3 clusters Score -1.491875e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -14918761.000000 Penalty: 5694.038574
	Iteration 111Q: 3 clusters Score -1.491876e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -14918778.000000 Penalty: 5694.038574
	Iteration 112Q: 3 clusters Score -1.491878e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14918787.000000 Penalty: 5694.038574
	Iteration 113Q: 3 clusters Score -1.491879e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94083 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -14918809.000000 Penalty: 5694.038574
	Iteration 114Q: 3 clusters Score -1.491881e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -14918822.000000 Penalty: 5694.038574
	Iteration 115Q: 3 clusters Score -1.491882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -14918805.000000 Penalty: 5694.038574
	Iteration 116Q: 3 clusters Score -1.49188e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14918836.000000 Penalty: 5694.038574
	Iteration 117Q: 3 clusters Score -1.491884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -14918863.000000 Penalty: 5694.038574
	Iteration 118Q: 3 clusters Score -1.491886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14918892.000000 Penalty: 5694.038574
	Iteration 119Q: 3 clusters Score -1.491889e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14918868.000000 Penalty: 5694.038574
	Iteration 120F: 3 clusters Score -1.491887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -14918887.000000 Penalty: 5694.038574
	Iteration 121Q: 3 clusters Score -1.491889e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14918896.000000 Penalty: 5694.038574
	Iteration 122Q: 3 clusters Score -1.49189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -14918898.000000 Penalty: 5694.038574
	Iteration 123Q: 3 clusters Score -1.49189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14918902.000000 Penalty: 5694.038574
	Iteration 124Q: 3 clusters Score -1.49189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14918909.000000 Penalty: 5694.038574
	Iteration 125Q: 3 clusters Score -1.491891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14918900.000000 Penalty: 5694.038574
	Iteration 126Q: 3 clusters Score -1.49189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14918896.000000 Penalty: 5694.038574
	Iteration 127Q: 3 clusters Score -1.49189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -14918880.000000 Penalty: 5694.038574
	Iteration 128Q: 3 clusters Score -1.491888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14918873.000000 Penalty: 5694.038574
	Iteration 129Q: 3 clusters Score -1.491887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -14918875.000000 Penalty: 5694.038574
	Iteration 130Q: 3 clusters Score -1.491888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14918891.000000 Penalty: 5694.038574
	Iteration 131Q: 3 clusters Score -1.491889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -14918881.000000 Penalty: 5694.038574
	Iteration 132Q: 3 clusters Score -1.491888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -14918918.000000 Penalty: 5694.038574
	Iteration 133Q: 3 clusters Score -1.491892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14918920.000000 Penalty: 5694.038574
	Iteration 134Q: 3 clusters Score -1.491892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14918930.000000 Penalty: 5694.038574
	Iteration 135Q: 3 clusters Score -1.491893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -14918924.000000 Penalty: 5694.038574
	Iteration 136Q: 3 clusters Score -1.491892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14918919.000000 Penalty: 5694.038574
	Iteration 137Q: 3 clusters Score -1.491892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14918920.000000 Penalty: 5694.038574
	Iteration 138Q: 3 clusters Score -1.491892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -14918923.000000 Penalty: 5694.038574
	Iteration 139Q: 3 clusters Score -1.491892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14918931.000000 Penalty: 5694.038574
	Iteration 140F: 3 clusters Score -1.491893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14918929.000000 Penalty: 5694.038574
	Iteration 141Q: 3 clusters Score -1.491893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14918913.000000 Penalty: 5694.038574
	Iteration 142Q: 3 clusters Score -1.491891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14918930.000000 Penalty: 5694.038574
	Iteration 143Q: 3 clusters Score -1.491893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14918927.000000 Penalty: 5694.038574
	Iteration 144Q: 3 clusters Score -1.491893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -14918914.000000 Penalty: 5694.038574
	Iteration 145Q: 3 clusters Score -1.491891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -14918913.000000 Penalty: 5694.038574
	Iteration 146Q: 3 clusters Score -1.491891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14918921.000000 Penalty: 5694.038574
	Iteration 147Q: 3 clusters Score -1.491892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14918911.000000 Penalty: 5694.038574
	Iteration 148Q: 3 clusters Score -1.491891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -14918912.000000 Penalty: 5694.038574
	Iteration 149Q: 3 clusters Score -1.491891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -14918910.000000 Penalty: 5694.038574
	Iteration 150Q: 3 clusters Score -1.491891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14918914.000000 Penalty: 5694.038574
	Iteration 151Q: 3 clusters Score -1.491891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14918917.000000 Penalty: 5694.038574
	Iteration 152Q: 3 clusters Score -1.491892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14918912.000000 Penalty: 5694.038574
	Iteration 153Q: 3 clusters Score -1.491891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14918922.000000 Penalty: 5694.038574
	Iteration 154Q: 3 clusters Score -1.491892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14918919.000000 Penalty: 5694.038574
	Iteration 155Q: 3 clusters Score -1.491892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14918931.000000 Penalty: 5694.038574
	Iteration 156Q: 3 clusters Score -1.491893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -14918937.000000 Penalty: 5694.038574
	Iteration 157Q: 3 clusters Score -1.491894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14918931.000000 Penalty: 5694.038574
	Iteration 158Q: 3 clusters Score -1.491893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14918926.000000 Penalty: 5694.038574
	Iteration 159Q: 3 clusters Score -1.491893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14918917.000000 Penalty: 5694.038574
	Iteration 160F: 3 clusters Score -1.491892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14918903.000000 Penalty: 5694.038574
	Iteration 161Q: 3 clusters Score -1.49189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -14918909.000000 Penalty: 5694.038574
	Iteration 162Q: 3 clusters Score -1.491891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14918920.000000 Penalty: 5694.038574
	Iteration 163Q: 3 clusters Score -1.491892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14918919.000000 Penalty: 5694.038574
	Iteration 164Q: 3 clusters Score -1.491892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -14918930.000000 Penalty: 5694.038574
	Iteration 165Q: 3 clusters Score -1.491893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14918937.000000 Penalty: 5694.038574
	Iteration 166Q: 3 clusters Score -1.491894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14918943.000000 Penalty: 5694.038574
	Iteration 167Q: 3 clusters Score -1.491894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14918962.000000 Penalty: 5694.038574
	Iteration 168Q: 3 clusters Score -1.491896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14918963.000000 Penalty: 5694.038574
	Iteration 169Q: 3 clusters Score -1.491896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14918964.000000 Penalty: 5694.038574
	Iteration 170Q: 3 clusters Score -1.491896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -14918970.000000 Penalty: 5694.038574
	Iteration 171Q: 3 clusters Score -1.491897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14918955.000000 Penalty: 5694.038574
	Iteration 172Q: 3 clusters Score -1.491896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -14918966.000000 Penalty: 5694.038574
	Iteration 173Q: 3 clusters Score -1.491897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14918961.000000 Penalty: 5694.038574
	Iteration 174Q: 3 clusters Score -1.491896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14918960.000000 Penalty: 5694.038574
	Iteration 175Q: 3 clusters Score -1.491896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -14918961.000000 Penalty: 5694.038574
	Iteration 176Q: 3 clusters Score -1.491896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14918971.000000 Penalty: 5694.038574
	Iteration 177Q: 3 clusters Score -1.491897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14918979.000000 Penalty: 5694.038574
	Iteration 178Q: 3 clusters Score -1.491898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -14918978.000000 Penalty: 5694.038574
	Iteration 179Q: 3 clusters Score -1.491898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14918973.000000 Penalty: 5694.038574
	Iteration 180F: 3 clusters Score -1.491897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14918973.000000 Penalty: 5694.038574
	Iteration 181Q: 3 clusters Score -1.491897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14918980.000000 Penalty: 5694.038574
	Iteration 182Q: 3 clusters Score -1.491898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14918986.000000 Penalty: 5694.038574
	Iteration 183Q: 3 clusters Score -1.491899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14918981.000000 Penalty: 5694.038574
	Iteration 184Q: 3 clusters Score -1.491898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14918995.000000 Penalty: 5694.038574
	Iteration 185Q: 3 clusters Score -1.4919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14918998.000000 Penalty: 5694.038574
	Iteration 186Q: 3 clusters Score -1.4919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14918987.000000 Penalty: 5694.038574
	Iteration 187Q: 3 clusters Score -1.491899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14918979.000000 Penalty: 5694.038574
	Iteration 188Q: 3 clusters Score -1.491898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14918985.000000 Penalty: 5694.038574
	Iteration 189Q: 3 clusters Score -1.491898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14918977.000000 Penalty: 5694.038574
	Iteration 190Q: 3 clusters Score -1.491898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -14918993.000000 Penalty: 5694.038574
	Iteration 191Q: 3 clusters Score -1.491899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -14918985.000000 Penalty: 5694.038574
	Iteration 192Q: 3 clusters Score -1.491898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -14918979.000000 Penalty: 5694.038574
	Iteration 193Q: 3 clusters Score -1.491898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -14918982.000000 Penalty: 5694.038574
	Iteration 194Q: 3 clusters Score -1.491898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14918975.000000 Penalty: 5694.038574
	Iteration 195Q: 3 clusters Score -1.491898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -14918971.000000 Penalty: 5694.038574
	Iteration 196Q: 3 clusters Score -1.491897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14918968.000000 Penalty: 5694.038574
	Iteration 197Q: 3 clusters Score -1.491897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14918986.000000 Penalty: 5694.038574
	Iteration 198Q: 3 clusters Score -1.491899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14918981.000000 Penalty: 5694.038574
	Iteration 199Q: 3 clusters Score -1.491898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -14918997.000000 Penalty: 5694.038574
	Iteration 200F: 3 clusters Score -1.4919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14918991.000000 Penalty: 5694.038574
	Iteration 201Q: 3 clusters Score -1.491899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -14918999.000000 Penalty: 5694.038574
	Iteration 202Q: 3 clusters Score -1.4919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14918988.000000 Penalty: 5694.038574
	Iteration 203Q: 3 clusters Score -1.491899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14918995.000000 Penalty: 5694.038574
	Iteration 204Q: 3 clusters Score -1.4919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14918982.000000 Penalty: 5694.038574
	Iteration 205Q: 3 clusters Score -1.491898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14918985.000000 Penalty: 5694.038574
	Iteration 206Q: 3 clusters Score -1.491898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14918987.000000 Penalty: 5694.038574
	Iteration 207Q: 3 clusters Score -1.491899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14918992.000000 Penalty: 5694.038574
	Iteration 208Q: 3 clusters Score -1.491899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14918984.000000 Penalty: 5694.038574
	Iteration 209Q: 3 clusters Score -1.491898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14918996.000000 Penalty: 5694.038574
	Iteration 210Q: 3 clusters Score -1.4919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14919002.000000 Penalty: 5694.038574
	Iteration 211Q: 3 clusters Score -1.4919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -14919002.000000 Penalty: 5694.038574
	Iteration 212Q: 3 clusters Score -1.4919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14919003.000000 Penalty: 5694.038574
	Iteration 213Q: 3 clusters Score -1.4919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14919022.000000 Penalty: 5694.038574
	Iteration 214Q: 3 clusters Score -1.491902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14919022.000000 Penalty: 5694.038574
	Iteration 215F: 3 clusters Score -1.491902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -40153.519531 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -40153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38894.636719 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -38894.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39082.042969 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -39082.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39199.230469 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -39199.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39292.312500 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -39292.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39339.679688 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -39339.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39378.625000 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -39378.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39434.246094 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -39434.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39502.210938 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -39502.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39528.910156 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -39528.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39563.152344 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -39563.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39570.226562 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -39570.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39584.199219 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -39584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39613.210938 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -39613.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39651.734375 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -39651.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39652.410156 Penalty: 2886.761230
	Iteration 14F: 3 clusters Score -39652.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39656.832031 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -39656.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39667.902344 Penalty: 2886.761230
	Iteration 16Q: 3 clusters Score -39667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39676.199219 Penalty: 2886.761230
	Iteration 17Q: 3 clusters Score -39676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39676.199219 Penalty: 2886.761230
	Iteration 18F: 3 clusters Score -39676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Entering Unmasked Estep 
Score: -9129533.000000 Penalty: 2722.491943
	Iteration 0F: 2 clusters Score -9129533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -9090291.000000 Penalty: 5444.983887
	Iteration 0F: 3 clusters Score -9090291 nChanged 27269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -9105176.000000 Penalty: 5444.983887
	Iteration 1F: 3 clusters Score -9105176 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -9105741.000000 Penalty: 5444.983887
	Iteration 2Q: 3 clusters Score -9105741 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -9106227.000000 Penalty: 5444.983887
	Iteration 3Q: 3 clusters Score -9106227 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -9106879.000000 Penalty: 5444.983887
	Iteration 4Q: 3 clusters Score -9106879 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -9107563.000000 Penalty: 5444.983887
	Iteration 5Q: 3 clusters Score -9107563 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -9108395.000000 Penalty: 5444.983887
	Iteration 6Q: 3 clusters Score -9108395 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -9109716.000000 Penalty: 5444.983887
	Iteration 7Q: 3 clusters Score -9109716 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -9111818.000000 Penalty: 5444.983887
	Iteration 8F: 3 clusters Score -9111818 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -9114562.000000 Penalty: 5444.983887
	Iteration 9F: 3 clusters Score -9114562 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9117994.000000 Penalty: 5444.983887
	Iteration 10F: 3 clusters Score -9117994 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -9121295.000000 Penalty: 5444.983887
	Iteration 11F: 3 clusters Score -9121295 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -9123812.000000 Penalty: 5444.983887
	Iteration 12Q: 3 clusters Score -9123812 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9125480.000000 Penalty: 5444.983887
	Iteration 13Q: 3 clusters Score -9125480 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9126316.000000 Penalty: 5444.983887
	Iteration 14Q: 3 clusters Score -9126316 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9126762.000000 Penalty: 5444.983887
	Iteration 15Q: 3 clusters Score -9126762 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9126960.000000 Penalty: 5444.983887
	Iteration 16Q: 3 clusters Score -9126960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9127072.000000 Penalty: 5444.983887
	Iteration 17Q: 3 clusters Score -9127072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9127111.000000 Penalty: 5444.983887
	Iteration 18Q: 3 clusters Score -9127111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9127131.000000 Penalty: 5444.983887
	Iteration 19Q: 3 clusters Score -9127131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9127145.000000 Penalty: 5444.983887
	Iteration 20F: 3 clusters Score -9127145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9127158.000000 Penalty: 5444.983887
	Iteration 21Q: 3 clusters Score -9127158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9127172.000000 Penalty: 5444.983887
	Iteration 22Q: 3 clusters Score -9127172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9127185.000000 Penalty: 5444.983887
	Iteration 23Q: 3 clusters Score -9127185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9127198.000000 Penalty: 5444.983887
	Iteration 24Q: 3 clusters Score -9127198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9127194.000000 Penalty: 5444.983887
	Iteration 25Q: 3 clusters Score -9127194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9127209.000000 Penalty: 5444.983887
	Iteration 26Q: 3 clusters Score -9127209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9127208.000000 Penalty: 5444.983887
	Iteration 27Q: 3 clusters Score -9127208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9127216.000000 Penalty: 5444.983887
	Iteration 28Q: 3 clusters Score -9127216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9127220.000000 Penalty: 5444.983887
	Iteration 29Q: 3 clusters Score -9127220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9127231.000000 Penalty: 5444.983887
	Iteration 30Q: 3 clusters Score -9127231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9127228.000000 Penalty: 5444.983887
	Iteration 31Q: 3 clusters Score -9127228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127238.000000 Penalty: 5444.983887
	Iteration 32Q: 3 clusters Score -9127238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127236.000000 Penalty: 5444.983887
	Iteration 33Q: 3 clusters Score -9127236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9127244.000000 Penalty: 5444.983887
	Iteration 34Q: 3 clusters Score -9127244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9127243.000000 Penalty: 5444.983887
	Iteration 35Q: 3 clusters Score -9127243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9127242.000000 Penalty: 5444.983887
	Iteration 36Q: 3 clusters Score -9127242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127240.000000 Penalty: 5444.983887
	Iteration 37Q: 3 clusters Score -9127240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127248.000000 Penalty: 5444.983887
	Iteration 38Q: 3 clusters Score -9127248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127252.000000 Penalty: 5444.983887
	Iteration 39Q: 3 clusters Score -9127252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9127252.000000 Penalty: 5444.983887
	Iteration 40F: 3 clusters Score -9127252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Entering Unmasked Estep 
Score: -6127678.500000 Penalty: 2632.864258
	Iteration 0F: 2 clusters Score -6127678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -6100130.000000 Penalty: 5265.728516
	Iteration 0F: 3 clusters Score -6100130 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -6110063.000000 Penalty: 5265.728516
	Iteration 1F: 3 clusters Score -6110063 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -6110567.500000 Penalty: 5265.728516
	Iteration 2Q: 3 clusters Score -6110568 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -6111167.500000 Penalty: 5265.728516
	Iteration 3Q: 3 clusters Score -6111168 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -6111929.500000 Penalty: 5265.728516
	Iteration 4Q: 3 clusters Score -6111930 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6112728.000000 Penalty: 5265.728516
	Iteration 5Q: 3 clusters Score -6112728 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -6113616.000000 Penalty: 5265.728516
	Iteration 6Q: 3 clusters Score -6113616 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -6114528.500000 Penalty: 5265.728516
	Iteration 7Q: 3 clusters Score -6114528 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -6115521.500000 Penalty: 5265.728516
	Iteration 8Q: 3 clusters Score -6115522 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6116468.000000 Penalty: 5265.728516
	Iteration 9Q: 3 clusters Score -6116468 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -6117305.000000 Penalty: 5265.728516
	Iteration 10Q: 3 clusters Score -6117305 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6118225.500000 Penalty: 5265.728516
	Iteration 11Q: 3 clusters Score -6118226 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -6119016.000000 Penalty: 5265.728516
	Iteration 12Q: 3 clusters Score -6119016 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6119879.500000 Penalty: 5265.728516
	Iteration 13Q: 3 clusters Score -6119880 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -6120652.500000 Penalty: 5265.728516
	Iteration 14Q: 3 clusters Score -6120652 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -6121365.000000 Penalty: 5265.728516
	Iteration 15Q: 3 clusters Score -6121365 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6122116.500000 Penalty: 5265.728516
	Iteration 16Q: 3 clusters Score -6122116 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6122749.000000 Penalty: 5265.728516
	Iteration 17Q: 3 clusters Score -6122749 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -6123235.000000 Penalty: 5265.728516
	Iteration 18Q: 3 clusters Score -6123235 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6123594.000000 Penalty: 5265.728516
	Iteration 19Q: 3 clusters Score -6123594 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6123813.500000 Penalty: 5265.728516
	Iteration 20F: 3 clusters Score -6123814 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6123961.500000 Penalty: 5265.728516
	Iteration 21Q: 3 clusters Score -6123962 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6124066.500000 Penalty: 5265.728516
	Iteration 22Q: 3 clusters Score -6124066 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -6124131.500000 Penalty: 5265.728516
	Iteration 23Q: 3 clusters Score -6124132 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -6124178.000000 Penalty: 5265.728516
	Iteration 24Q: 3 clusters Score -6124178 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6124241.500000 Penalty: 5265.728516
	Iteration 25Q: 3 clusters Score -6124242 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6124314.000000 Penalty: 5265.728516
	Iteration 26Q: 3 clusters Score -6124314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -6124361.500000 Penalty: 5265.728516
	Iteration 27Q: 3 clusters Score -6124362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6124377.000000 Penalty: 5265.728516
	Iteration 28Q: 3 clusters Score -6124377 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6124438.500000 Penalty: 5265.728516
	Iteration 29Q: 3 clusters Score -6124438 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6124493.500000 Penalty: 5265.728516
	Iteration 30Q: 3 clusters Score -6124494 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -6124576.500000 Penalty: 5265.728516
	Iteration 31Q: 3 clusters Score -6124576 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -6124656.500000 Penalty: 5265.728516
	Iteration 32Q: 3 clusters Score -6124656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6124709.000000 Penalty: 5265.728516
	Iteration 33Q: 3 clusters Score -6124709 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -6124753.000000 Penalty: 5265.728516
	Iteration 34Q: 3 clusters Score -6124753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -6124781.000000 Penalty: 5265.728516
	Iteration 35Q: 3 clusters Score -6124781 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -6124808.000000 Penalty: 5265.728516
	Iteration 36Q: 3 clusters Score -6124808 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -6124848.000000 Penalty: 5265.728516
	Iteration 37Q: 3 clusters Score -6124848 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -6124893.500000 Penalty: 5265.728516
	Iteration 38Q: 3 clusters Score -6124894 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6124923.500000 Penalty: 5265.728516
	Iteration 39Q: 3 clusters Score -6124924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -6124947.500000 Penalty: 5265.728516
	Iteration 40F: 3 clusters Score -6124948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6124991.000000 Penalty: 5265.728516
	Iteration 41Q: 3 clusters Score -6124991 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -6125046.500000 Penalty: 5265.728516
	Iteration 42Q: 3 clusters Score -6125046 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -6125078.000000 Penalty: 5265.728516
	Iteration 43Q: 3 clusters Score -6125078 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -6125105.000000 Penalty: 5265.728516
	Iteration 44Q: 3 clusters Score -6125105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6125154.000000 Penalty: 5265.728516
	Iteration 45Q: 3 clusters Score -6125154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6125206.500000 Penalty: 5265.728516
	Iteration 46Q: 3 clusters Score -6125206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -6125254.000000 Penalty: 5265.728516
	Iteration 47Q: 3 clusters Score -6125254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6125307.000000 Penalty: 5265.728516
	Iteration 48Q: 3 clusters Score -6125307 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -6125354.500000 Penalty: 5265.728516
	Iteration 49Q: 3 clusters Score -6125354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6125408.500000 Penalty: 5265.728516
	Iteration 50Q: 3 clusters Score -6125408 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -6125459.000000 Penalty: 5265.728516
	Iteration 51Q: 3 clusters Score -6125459 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6125506.000000 Penalty: 5265.728516
	Iteration 52Q: 3 clusters Score -6125506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -6125563.500000 Penalty: 5265.728516
	Iteration 53Q: 3 clusters Score -6125564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -6125595.500000 Penalty: 5265.728516
	Iteration 54Q: 3 clusters Score -6125596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -6125620.500000 Penalty: 5265.728516
	Iteration 55Q: 3 clusters Score -6125620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -6125654.500000 Penalty: 5265.728516
	Iteration 56Q: 3 clusters Score -6125654 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -6125684.500000 Penalty: 5265.728516
	Iteration 57Q: 3 clusters Score -6125684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -6125706.500000 Penalty: 5265.728516
	Iteration 58Q: 3 clusters Score -6125706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -6125723.000000 Penalty: 5265.728516
	Iteration 59Q: 3 clusters Score -6125723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -6125747.500000 Penalty: 5265.728516
	Iteration 60F: 3 clusters Score -6125748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -6125790.500000 Penalty: 5265.728516
	Iteration 61Q: 3 clusters Score -6125790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -6125817.500000 Penalty: 5265.728516
	Iteration 62Q: 3 clusters Score -6125818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -6125867.500000 Penalty: 5265.728516
	Iteration 63Q: 3 clusters Score -6125868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -6125904.000000 Penalty: 5265.728516
	Iteration 64Q: 3 clusters Score -6125904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -6125944.000000 Penalty: 5265.728516
	Iteration 65Q: 3 clusters Score -6125944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -6125971.500000 Penalty: 5265.728516
	Iteration 66Q: 3 clusters Score -6125972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -6125984.000000 Penalty: 5265.728516
	Iteration 67Q: 3 clusters Score -6125984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -6126009.000000 Penalty: 5265.728516
	Iteration 68Q: 3 clusters Score -6126009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -6126019.500000 Penalty: 5265.728516
	Iteration 69Q: 3 clusters Score -6126020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -6126025.500000 Penalty: 5265.728516
	Iteration 70Q: 3 clusters Score -6126026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -6126043.500000 Penalty: 5265.728516
	Iteration 71Q: 3 clusters Score -6126044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -6126044.000000 Penalty: 5265.728516
	Iteration 72Q: 3 clusters Score -6126044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -6126057.000000 Penalty: 5265.728516
	Iteration 73Q: 3 clusters Score -6126057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -6126070.000000 Penalty: 5265.728516
	Iteration 74Q: 3 clusters Score -6126070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -6126088.500000 Penalty: 5265.728516
	Iteration 75Q: 3 clusters Score -6126088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6126087.000000 Penalty: 5265.728516
	Iteration 76Q: 3 clusters Score -6126087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -6126090.000000 Penalty: 5265.728516
	Iteration 77Q: 3 clusters Score -6126090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6126106.000000 Penalty: 5265.728516
	Iteration 78Q: 3 clusters Score -6126106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -6126105.000000 Penalty: 5265.728516
	Iteration 79Q: 3 clusters Score -6126105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -6126099.000000 Penalty: 5265.728516
	Iteration 80F: 3 clusters Score -6126099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -6126107.500000 Penalty: 5265.728516
	Iteration 81Q: 3 clusters Score -6126108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6126120.500000 Penalty: 5265.728516
	Iteration 82Q: 3 clusters Score -6126120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -6126116.500000 Penalty: 5265.728516
	Iteration 83Q: 3 clusters Score -6126116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -6126113.500000 Penalty: 5265.728516
	Iteration 84Q: 3 clusters Score -6126114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -6126120.000000 Penalty: 5265.728516
	Iteration 85Q: 3 clusters Score -6126120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6126121.500000 Penalty: 5265.728516
	Iteration 86Q: 3 clusters Score -6126122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -6126123.000000 Penalty: 5265.728516
	Iteration 87Q: 3 clusters Score -6126123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -6126124.500000 Penalty: 5265.728516
	Iteration 88Q: 3 clusters Score -6126124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6126120.000000 Penalty: 5265.728516
	Iteration 89Q: 3 clusters Score -6126120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -6126138.500000 Penalty: 5265.728516
	Iteration 90Q: 3 clusters Score -6126138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -6126142.000000 Penalty: 5265.728516
	Iteration 91Q: 3 clusters Score -6126142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -6126140.500000 Penalty: 5265.728516
	Iteration 92Q: 3 clusters Score -6126140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -6126138.000000 Penalty: 5265.728516
	Iteration 93Q: 3 clusters Score -6126138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -6126141.000000 Penalty: 5265.728516
	Iteration 94Q: 3 clusters Score -6126141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -6126141.000000 Penalty: 5265.728516
	Iteration 95Q: 3 clusters Score -6126141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -6126141.000000 Penalty: 5265.728516
	Iteration 96F: 3 clusters Score -6126141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Entering Unmasked Estep 
Score: -16788980.000000 Penalty: 2877.004883
	Iteration 0F: 2 clusters Score -1.678898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -16718496.000000 Penalty: 5754.009766
	Iteration 0F: 3 clusters Score -1.67185e+07 nChanged 51760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -16748150.000000 Penalty: 5754.009766
	Iteration 1F: 3 clusters Score -1.674815e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -16748854.000000 Penalty: 5754.009766
	Iteration 2Q: 3 clusters Score -1.674885e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -16749553.000000 Penalty: 5754.009766
	Iteration 3Q: 3 clusters Score -1.674955e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -16750569.000000 Penalty: 5754.009766
	Iteration 4Q: 3 clusters Score -1.675057e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -16752031.000000 Penalty: 5754.009766
	Iteration 5Q: 3 clusters Score -1.675203e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -16754504.000000 Penalty: 5754.009766
	Iteration 6Q: 3 clusters Score -1.67545e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -16758676.000000 Penalty: 5754.009766
	Iteration 7F: 3 clusters Score -1.675868e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -16764921.000000 Penalty: 5754.009766
	Iteration 8F: 3 clusters Score -1.676492e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -16772138.000000 Penalty: 5754.009766
	Iteration 9F: 3 clusters Score -1.677214e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -16778574.000000 Penalty: 5754.009766
	Iteration 10F: 3 clusters Score -1.677857e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -16782814.000000 Penalty: 5754.009766
	Iteration 11Q: 3 clusters Score -1.678281e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
Score: -16785156.000000 Penalty: 5754.009766
	Iteration 12Q: 3 clusters Score -1.678516e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -16786538.000000 Penalty: 5754.009766
	Iteration 13Q: 3 clusters Score -1.678654e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -16787270.000000 Penalty: 5754.009766
	Iteration 14Q: 3 clusters Score -1.678727e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -16787530.000000 Penalty: 5754.009766
	Iteration 15Q: 3 clusters Score -1.678753e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -16787692.000000 Penalty: 5754.009766
	Iteration 16Q: 3 clusters Score -1.678769e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -16787810.000000 Penalty: 5754.009766
	Iteration 17Q: 3 clusters Score -1.678781e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -16787794.000000 Penalty: 5754.009766
	Iteration 18Q: 3 clusters Score -1.678779e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -16787844.000000 Penalty: 5754.009766
	Iteration 19Q: 3 clusters Score -1.678784e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -16787812.000000 Penalty: 5754.009766
	Iteration 20F: 3 clusters Score -1.678781e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -16787830.000000 Penalty: 5754.009766
	Iteration 21Q: 3 clusters Score -1.678783e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -16787814.000000 Penalty: 5754.009766
	Iteration 22Q: 3 clusters Score -1.678781e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -16787856.000000 Penalty: 5754.009766
	Iteration 23Q: 3 clusters Score -1.678786e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -16787826.000000 Penalty: 5754.009766
	Iteration 24Q: 3 clusters Score -1.678783e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -16787796.000000 Penalty: 5754.009766
	Iteration 25Q: 3 clusters Score -1.67878e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -16787740.000000 Penalty: 5754.009766
	Iteration 26Q: 3 clusters Score -1.678774e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -16787782.000000 Penalty: 5754.009766
	Iteration 27Q: 3 clusters Score -1.678778e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -16787768.000000 Penalty: 5754.009766
	Iteration 28Q: 3 clusters Score -1.678777e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -16787738.000000 Penalty: 5754.009766
	Iteration 29Q: 3 clusters Score -1.678774e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -16787720.000000 Penalty: 5754.009766
	Iteration 30Q: 3 clusters Score -1.678772e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -16787694.000000 Penalty: 5754.009766
	Iteration 31Q: 3 clusters Score -1.678769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -16787694.000000 Penalty: 5754.009766
	Iteration 32Q: 3 clusters Score -1.678769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -16787702.000000 Penalty: 5754.009766
	Iteration 33Q: 3 clusters Score -1.67877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -16787672.000000 Penalty: 5754.009766
	Iteration 34Q: 3 clusters Score -1.678767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -16787678.000000 Penalty: 5754.009766
	Iteration 35Q: 3 clusters Score -1.678768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -16787670.000000 Penalty: 5754.009766
	Iteration 36Q: 3 clusters Score -1.678767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -16787662.000000 Penalty: 5754.009766
	Iteration 37Q: 3 clusters Score -1.678766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -16787636.000000 Penalty: 5754.009766
	Iteration 38Q: 3 clusters Score -1.678764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -16787618.000000 Penalty: 5754.009766
	Iteration 39Q: 3 clusters Score -1.678762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -16787604.000000 Penalty: 5754.009766
	Iteration 40F: 3 clusters Score -1.67876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -16787590.000000 Penalty: 5754.009766
	Iteration 41Q: 3 clusters Score -1.678759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -16787586.000000 Penalty: 5754.009766
	Iteration 42Q: 3 clusters Score -1.678759e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -16787586.000000 Penalty: 5754.009766
	Iteration 43Q: 3 clusters Score -1.678759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -16787604.000000 Penalty: 5754.009766
	Iteration 44Q: 3 clusters Score -1.67876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -16787604.000000 Penalty: 5754.009766
	Iteration 45Q: 3 clusters Score -1.67876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -16787590.000000 Penalty: 5754.009766
	Iteration 46Q: 3 clusters Score -1.678759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 5754.009766
	Iteration 47Q: 3 clusters Score -1.678759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -16787560.000000 Penalty: 5754.009766
	Iteration 48Q: 3 clusters Score -1.678756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -16787556.000000 Penalty: 5754.009766
	Iteration 49Q: 3 clusters Score -1.678756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -16787546.000000 Penalty: 5754.009766
	Iteration 50Q: 3 clusters Score -1.678755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -16787536.000000 Penalty: 5754.009766
	Iteration 51Q: 3 clusters Score -1.678754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -16787544.000000 Penalty: 5754.009766
	Iteration 52Q: 3 clusters Score -1.678754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 107519 members 
Entering Unmasked Estep 
Score: -16787548.000000 Penalty: 5754.009766
	Iteration 53Q: 3 clusters Score -1.678755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -16787544.000000 Penalty: 5754.009766
	Iteration 54Q: 3 clusters Score -1.678754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -16787538.000000 Penalty: 5754.009766
	Iteration 55Q: 3 clusters Score -1.678754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -16787538.000000 Penalty: 5754.009766
	Iteration 56Q: 3 clusters Score -1.678754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -16787538.000000 Penalty: 5754.009766
	Iteration 57Q: 3 clusters Score -1.678754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -16787536.000000 Penalty: 5754.009766
	Iteration 58Q: 3 clusters Score -1.678754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -16787540.000000 Penalty: 5754.009766
	Iteration 59Q: 3 clusters Score -1.678754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -16787542.000000 Penalty: 5754.009766
	Iteration 60F: 3 clusters Score -1.678754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -16787534.000000 Penalty: 5754.009766
	Iteration 61Q: 3 clusters Score -1.678753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -16787538.000000 Penalty: 5754.009766
	Iteration 62Q: 3 clusters Score -1.678754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -16787536.000000 Penalty: 5754.009766
	Iteration 63Q: 3 clusters Score -1.678754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -16787544.000000 Penalty: 5754.009766
	Iteration 64Q: 3 clusters Score -1.678754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -16787546.000000 Penalty: 5754.009766
	Iteration 65Q: 3 clusters Score -1.678755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -16787540.000000 Penalty: 5754.009766
	Iteration 66Q: 3 clusters Score -1.678754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -16787540.000000 Penalty: 5754.009766
	Iteration 67F: 3 clusters Score -1.678754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Entering Unmasked Estep 
Score: -7807239.000000 Penalty: 2692.109619
	Iteration 0F: 2 clusters Score -7807239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7772515.500000 Penalty: 5384.219238
	Iteration 0F: 3 clusters Score -7772516 nChanged 23875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7785655.000000 Penalty: 5384.219238
	Iteration 1F: 3 clusters Score -7785655 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -7786259.000000 Penalty: 5384.219238
	Iteration 2Q: 3 clusters Score -7786259 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -7786830.500000 Penalty: 5384.219238
	Iteration 3Q: 3 clusters Score -7786830 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7787510.000000 Penalty: 5384.219238
	Iteration 4Q: 3 clusters Score -7787510 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -7788479.500000 Penalty: 5384.219238
	Iteration 5Q: 3 clusters Score -7788480 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -7789600.000000 Penalty: 5384.219238
	Iteration 6Q: 3 clusters Score -7789600 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7790987.500000 Penalty: 5384.219238
	Iteration 7F: 3 clusters Score -7790988 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -7792665.500000 Penalty: 5384.219238
	Iteration 8F: 3 clusters Score -7792666 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -7794624.000000 Penalty: 5384.219238
	Iteration 9F: 3 clusters Score -7794624 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7796733.000000 Penalty: 5384.219238
	Iteration 10F: 3 clusters Score -7796733 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -7798799.500000 Penalty: 5384.219238
	Iteration 11F: 3 clusters Score -7798800 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7800460.000000 Penalty: 5384.219238
	Iteration 12Q: 3 clusters Score -7800460 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -7801835.000000 Penalty: 5384.219238
	Iteration 13Q: 3 clusters Score -7801835 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7802935.000000 Penalty: 5384.219238
	Iteration 14Q: 3 clusters Score -7802935 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7803629.500000 Penalty: 5384.219238
	Iteration 15Q: 3 clusters Score -7803630 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7804068.500000 Penalty: 5384.219238
	Iteration 16Q: 3 clusters Score -7804068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7804322.000000 Penalty: 5384.219238
	Iteration 17Q: 3 clusters Score -7804322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7804524.000000 Penalty: 5384.219238
	Iteration 18Q: 3 clusters Score -7804524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7804675.500000 Penalty: 5384.219238
	Iteration 19Q: 3 clusters Score -7804676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7804732.500000 Penalty: 5384.219238
	Iteration 20F: 3 clusters Score -7804732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7804779.000000 Penalty: 5384.219238
	Iteration 21Q: 3 clusters Score -7804779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7804818.500000 Penalty: 5384.219238
	Iteration 22Q: 3 clusters Score -7804818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7804843.000000 Penalty: 5384.219238
	Iteration 23Q: 3 clusters Score -7804843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7804867.500000 Penalty: 5384.219238
	Iteration 24Q: 3 clusters Score -7804868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7804899.500000 Penalty: 5384.219238
	Iteration 25Q: 3 clusters Score -7804900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7804915.500000 Penalty: 5384.219238
	Iteration 26Q: 3 clusters Score -7804916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7804939.500000 Penalty: 5384.219238
	Iteration 27Q: 3 clusters Score -7804940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7804938.000000 Penalty: 5384.219238
	Iteration 28Q: 3 clusters Score -7804938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7804939.500000 Penalty: 5384.219238
	Iteration 29Q: 3 clusters Score -7804940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7804945.000000 Penalty: 5384.219238
	Iteration 30Q: 3 clusters Score -7804945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7804951.000000 Penalty: 5384.219238
	Iteration 31Q: 3 clusters Score -7804951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7804951.000000 Penalty: 5384.219238
	Iteration 32Q: 3 clusters Score -7804951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7804948.000000 Penalty: 5384.219238
	Iteration 33Q: 3 clusters Score -7804948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7804964.000000 Penalty: 5384.219238
	Iteration 34Q: 3 clusters Score -7804964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7804962.000000 Penalty: 5384.219238
	Iteration 35Q: 3 clusters Score -7804962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7804970.500000 Penalty: 5384.219238
	Iteration 36Q: 3 clusters Score -7804970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7804972.500000 Penalty: 5384.219238
	Iteration 37Q: 3 clusters Score -7804972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7804980.500000 Penalty: 5384.219238
	Iteration 38Q: 3 clusters Score -7804980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7804981.500000 Penalty: 5384.219238
	Iteration 39Q: 3 clusters Score -7804982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7804979.000000 Penalty: 5384.219238
	Iteration 40F: 3 clusters Score -7804979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -135773.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -135773.7 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 499 members 
Entering Unmasked Estep 
Score: -133899.578125 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -133899.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134398.859375 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -134398.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134707.359375 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -134707.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134892.140625 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -134892.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135050.890625 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -135050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135209.968750 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -135210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135421.765625 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -135421.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135698.671875 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -135698.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135910.781250 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -135910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135921.328125 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -135921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135936.234375 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -135936.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135937.546875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -135937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135937.546875 Penalty: 3416.731934
	Iteration 12F: 3 clusters Score -135937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 109514 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109188 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98899 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
Score: -137794896.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137796464.000000 to -137794896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Entering Unmasked Estep 
Score: -830477.750000 Penalty: 2142.442139
	Iteration 0F: 2 clusters Score -830477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -825606.500000 Penalty: 4284.884277
	Iteration 0F: 3 clusters Score -825606.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -826984.312500 Penalty: 4284.884277
	Iteration 1F: 3 clusters Score -826984.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -827370.125000 Penalty: 4284.884277
	Iteration 2F: 3 clusters Score -827370.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -827797.312500 Penalty: 4284.884277
	Iteration 3F: 3 clusters Score -827797.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -828301.875000 Penalty: 4284.884277
	Iteration 4F: 3 clusters Score -828301.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -828732.687500 Penalty: 4284.884277
	Iteration 5F: 3 clusters Score -828732.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -829010.750000 Penalty: 4284.884277
	Iteration 6F: 3 clusters Score -829010.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -829219.562500 Penalty: 4284.884277
	Iteration 7Q: 3 clusters Score -829219.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -829360.875000 Penalty: 4284.884277
	Iteration 8Q: 3 clusters Score -829360.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -829430.687500 Penalty: 4284.884277
	Iteration 9Q: 3 clusters Score -829430.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -829473.312500 Penalty: 4284.884277
	Iteration 10Q: 3 clusters Score -829473.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -829497.500000 Penalty: 4284.884277
	Iteration 11Q: 3 clusters Score -829497.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -829512.812500 Penalty: 4284.884277
	Iteration 12Q: 3 clusters Score -829512.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -829526.250000 Penalty: 4284.884277
	Iteration 13Q: 3 clusters Score -829526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -829534.250000 Penalty: 4284.884277
	Iteration 14Q: 3 clusters Score -829534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -829539.062500 Penalty: 4284.884277
	Iteration 15Q: 3 clusters Score -829539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -829543.875000 Penalty: 4284.884277
	Iteration 16Q: 3 clusters Score -829543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -829546.562500 Penalty: 4284.884277
	Iteration 17Q: 3 clusters Score -829546.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -829555.500000 Penalty: 4284.884277
	Iteration 18Q: 3 clusters Score -829555.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -829558.750000 Penalty: 4284.884277
	Iteration 19Q: 3 clusters Score -829558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -829562.750000 Penalty: 4284.884277
	Iteration 20F: 3 clusters Score -829562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -829564.562500 Penalty: 4284.884277
	Iteration 21Q: 3 clusters Score -829564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -829564.750000 Penalty: 4284.884277
	Iteration 22Q: 3 clusters Score -829564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -829566.375000 Penalty: 4284.884277
	Iteration 23Q: 3 clusters Score -829566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -829568.937500 Penalty: 4284.884277
	Iteration 24Q: 3 clusters Score -829568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -829568.937500 Penalty: 4284.884277
	Iteration 25F: 3 clusters Score -829568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Entering Unmasked Estep 
Score: -15233117.000000 Penalty: 2852.459717
	Iteration 0F: 2 clusters Score -1.523312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -15170034.000000 Penalty: 5704.919434
	Iteration 0F: 3 clusters Score -1.517003e+07 nChanged 46676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -15196485.000000 Penalty: 5704.919434
	Iteration 1F: 3 clusters Score -1.519648e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -15197254.000000 Penalty: 5704.919434
	Iteration 2Q: 3 clusters Score -1.519725e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -15197908.000000 Penalty: 5704.919434
	Iteration 3Q: 3 clusters Score -1.519791e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -15198729.000000 Penalty: 5704.919434
	Iteration 4Q: 3 clusters Score -1.519873e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -15199752.000000 Penalty: 5704.919434
	Iteration 5Q: 3 clusters Score -1.519975e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -15200978.000000 Penalty: 5704.919434
	Iteration 6Q: 3 clusters Score -1.520098e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -15202620.000000 Penalty: 5704.919434
	Iteration 7Q: 3 clusters Score -1.520262e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -15205151.000000 Penalty: 5704.919434
	Iteration 8Q: 3 clusters Score -1.520515e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -15209014.000000 Penalty: 5704.919434
	Iteration 9F: 3 clusters Score -1.520901e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -15213798.000000 Penalty: 5704.919434
	Iteration 10F: 3 clusters Score -1.52138e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -15217951.000000 Penalty: 5704.919434
	Iteration 11F: 3 clusters Score -1.521795e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -15220452.000000 Penalty: 5704.919434
	Iteration 12F: 3 clusters Score -1.522045e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -15221505.000000 Penalty: 5704.919434
	Iteration 13Q: 3 clusters Score -1.52215e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -15221911.000000 Penalty: 5704.919434
	Iteration 14Q: 3 clusters Score -1.522191e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -15222190.000000 Penalty: 5704.919434
	Iteration 15Q: 3 clusters Score -1.522219e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -15222596.000000 Penalty: 5704.919434
	Iteration 16Q: 3 clusters Score -1.52226e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -15222914.000000 Penalty: 5704.919434
	Iteration 17Q: 3 clusters Score -1.522291e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -15223283.000000 Penalty: 5704.919434
	Iteration 18Q: 3 clusters Score -1.522328e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -15223601.000000 Penalty: 5704.919434
	Iteration 19Q: 3 clusters Score -1.52236e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -15223885.000000 Penalty: 5704.919434
	Iteration 20F: 3 clusters Score -1.522388e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -15224088.000000 Penalty: 5704.919434
	Iteration 21Q: 3 clusters Score -1.522409e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -15224319.000000 Penalty: 5704.919434
	Iteration 22Q: 3 clusters Score -1.522432e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -15224631.000000 Penalty: 5704.919434
	Iteration 23Q: 3 clusters Score -1.522463e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -15225001.000000 Penalty: 5704.919434
	Iteration 24Q: 3 clusters Score -1.5225e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -15225395.000000 Penalty: 5704.919434
	Iteration 25Q: 3 clusters Score -1.52254e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -15225784.000000 Penalty: 5704.919434
	Iteration 26Q: 3 clusters Score -1.522578e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -15226067.000000 Penalty: 5704.919434
	Iteration 27Q: 3 clusters Score -1.522607e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -15226405.000000 Penalty: 5704.919434
	Iteration 28Q: 3 clusters Score -1.52264e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -15226771.000000 Penalty: 5704.919434
	Iteration 29Q: 3 clusters Score -1.522677e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -15227109.000000 Penalty: 5704.919434
	Iteration 30Q: 3 clusters Score -1.522711e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -15227449.000000 Penalty: 5704.919434
	Iteration 31Q: 3 clusters Score -1.522745e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -15227881.000000 Penalty: 5704.919434
	Iteration 32Q: 3 clusters Score -1.522788e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -15228288.000000 Penalty: 5704.919434
	Iteration 33Q: 3 clusters Score -1.522829e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -15228668.000000 Penalty: 5704.919434
	Iteration 34Q: 3 clusters Score -1.522867e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -15229145.000000 Penalty: 5704.919434
	Iteration 35Q: 3 clusters Score -1.522914e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -15229564.000000 Penalty: 5704.919434
	Iteration 36Q: 3 clusters Score -1.522956e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -15229928.000000 Penalty: 5704.919434
	Iteration 37Q: 3 clusters Score -1.522993e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -15230348.000000 Penalty: 5704.919434
	Iteration 38Q: 3 clusters Score -1.523035e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -15230627.000000 Penalty: 5704.919434
	Iteration 39Q: 3 clusters Score -1.523063e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -15230910.000000 Penalty: 5704.919434
	Iteration 40F: 3 clusters Score -1.523091e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -15231129.000000 Penalty: 5704.919434
	Iteration 41Q: 3 clusters Score -1.523113e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -15231396.000000 Penalty: 5704.919434
	Iteration 42Q: 3 clusters Score -1.52314e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -15231636.000000 Penalty: 5704.919434
	Iteration 43Q: 3 clusters Score -1.523164e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -15231771.000000 Penalty: 5704.919434
	Iteration 44Q: 3 clusters Score -1.523177e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -15231910.000000 Penalty: 5704.919434
	Iteration 45Q: 3 clusters Score -1.523191e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -15231983.000000 Penalty: 5704.919434
	Iteration 46Q: 3 clusters Score -1.523198e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -15232040.000000 Penalty: 5704.919434
	Iteration 47Q: 3 clusters Score -1.523204e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -15232022.000000 Penalty: 5704.919434
	Iteration 48Q: 3 clusters Score -1.523202e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -15231996.000000 Penalty: 5704.919434
	Iteration 49Q: 3 clusters Score -1.5232e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15232025.000000 Penalty: 5704.919434
	Iteration 50Q: 3 clusters Score -1.523202e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15231989.000000 Penalty: 5704.919434
	Iteration 51Q: 3 clusters Score -1.523199e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15231955.000000 Penalty: 5704.919434
	Iteration 52Q: 3 clusters Score -1.523196e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15231908.000000 Penalty: 5704.919434
	Iteration 53Q: 3 clusters Score -1.523191e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15231902.000000 Penalty: 5704.919434
	Iteration 54Q: 3 clusters Score -1.52319e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -15231867.000000 Penalty: 5704.919434
	Iteration 55Q: 3 clusters Score -1.523187e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15231865.000000 Penalty: 5704.919434
	Iteration 56Q: 3 clusters Score -1.523186e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -15231834.000000 Penalty: 5704.919434
	Iteration 57Q: 3 clusters Score -1.523183e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15231824.000000 Penalty: 5704.919434
	Iteration 58Q: 3 clusters Score -1.523182e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -15231848.000000 Penalty: 5704.919434
	Iteration 59Q: 3 clusters Score -1.523185e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15231826.000000 Penalty: 5704.919434
	Iteration 60F: 3 clusters Score -1.523183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15231826.000000 Penalty: 5704.919434
	Iteration 61Q: 3 clusters Score -1.523183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15231849.000000 Penalty: 5704.919434
	Iteration 62Q: 3 clusters Score -1.523185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15231824.000000 Penalty: 5704.919434
	Iteration 63Q: 3 clusters Score -1.523182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15231816.000000 Penalty: 5704.919434
	Iteration 64Q: 3 clusters Score -1.523182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -15231813.000000 Penalty: 5704.919434
	Iteration 65Q: 3 clusters Score -1.523181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15231793.000000 Penalty: 5704.919434
	Iteration 66Q: 3 clusters Score -1.523179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15231802.000000 Penalty: 5704.919434
	Iteration 67Q: 3 clusters Score -1.52318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15231818.000000 Penalty: 5704.919434
	Iteration 68Q: 3 clusters Score -1.523182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15231803.000000 Penalty: 5704.919434
	Iteration 69Q: 3 clusters Score -1.52318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 70Q: 3 clusters Score -1.523181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15231802.000000 Penalty: 5704.919434
	Iteration 71Q: 3 clusters Score -1.52318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15231808.000000 Penalty: 5704.919434
	Iteration 72Q: 3 clusters Score -1.523181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 73Q: 3 clusters Score -1.523181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15231805.000000 Penalty: 5704.919434
	Iteration 74Q: 3 clusters Score -1.52318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15231805.000000 Penalty: 5704.919434
	Iteration 75Q: 3 clusters Score -1.52318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 76Q: 3 clusters Score -1.523181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 77Q: 3 clusters Score -1.523181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15231805.000000 Penalty: 5704.919434
	Iteration 78Q: 3 clusters Score -1.52318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15231799.000000 Penalty: 5704.919434
	Iteration 79Q: 3 clusters Score -1.52318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15231803.000000 Penalty: 5704.919434
	Iteration 80F: 3 clusters Score -1.52318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15231802.000000 Penalty: 5704.919434
	Iteration 81Q: 3 clusters Score -1.52318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15231814.000000 Penalty: 5704.919434
	Iteration 82Q: 3 clusters Score -1.523181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15231811.000000 Penalty: 5704.919434
	Iteration 83Q: 3 clusters Score -1.523181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15231808.000000 Penalty: 5704.919434
	Iteration 84Q: 3 clusters Score -1.523181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 85Q: 3 clusters Score -1.523181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15231813.000000 Penalty: 5704.919434
	Iteration 86Q: 3 clusters Score -1.523181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15231809.000000 Penalty: 5704.919434
	Iteration 87Q: 3 clusters Score -1.523181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15231804.000000 Penalty: 5704.919434
	Iteration 88Q: 3 clusters Score -1.52318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15231800.000000 Penalty: 5704.919434
	Iteration 89Q: 3 clusters Score -1.52318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15231795.000000 Penalty: 5704.919434
	Iteration 90Q: 3 clusters Score -1.52318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15231789.000000 Penalty: 5704.919434
	Iteration 91Q: 3 clusters Score -1.523179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -15231799.000000 Penalty: 5704.919434
	Iteration 92Q: 3 clusters Score -1.52318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15231812.000000 Penalty: 5704.919434
	Iteration 93Q: 3 clusters Score -1.523181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15231810.000000 Penalty: 5704.919434
	Iteration 94Q: 3 clusters Score -1.523181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15231800.000000 Penalty: 5704.919434
	Iteration 95Q: 3 clusters Score -1.52318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15231785.000000 Penalty: 5704.919434
	Iteration 96Q: 3 clusters Score -1.523178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15231793.000000 Penalty: 5704.919434
	Iteration 97Q: 3 clusters Score -1.523179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15231796.000000 Penalty: 5704.919434
	Iteration 98Q: 3 clusters Score -1.52318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15231791.000000 Penalty: 5704.919434
	Iteration 99Q: 3 clusters Score -1.523179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15231794.000000 Penalty: 5704.919434
	Iteration 100F: 3 clusters Score -1.523179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -113038.250000 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -113038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111264.882812 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -111264.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111595.492188 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -111595.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111811.039062 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -111811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112029.921875 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -112029.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -112199.148438 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -112199.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112348.250000 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -112348.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112559.976562 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -112560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112894.710938 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -112894.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113346.328125 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -113346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113380.265625 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -113380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113386.289062 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -113386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113388.304688 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -113388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113388.304688 Penalty: 3332.630615
	Iteration 12F: 3 clusters Score -113388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 109514 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109188 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98899 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 557 members 
Entering Unmasked Estep 
Score: -137794992.000000 Penalty: 88517.062500
Splitting cluster 24 changes total score from -137796464.000000 to -137794992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -65637.523438 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -65637.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64240.460938 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -64240.46 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64481.050781 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -64481.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64597.324219 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -64597.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64790.132812 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -64790.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -65011.996094 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -65012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -65376.253906 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -65376.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -65861.109375 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -65861.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -65985.882812 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -65985.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -66033.429688 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -66033.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -66034.906250 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -66034.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -66034.906250 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -66034.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 109514 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109188 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98899 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 476 members 
Mstep: Class 26 contains 107 members 
Entering Unmasked Estep 
Score: -137795056.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137796464.000000 to -137795056.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106395 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 109514 members 
Mstep: Class 13 contains 29204 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 109188 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98899 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 479Q: 26 clusters Score -1.377965e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 109517 members 
Mstep: Class 13 contains 29205 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96750 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 109190 members 
Mstep: Class 20 contains 51806 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796432.000000 Penalty: 85112.554688
Iteration 480F: 26 clusters Score -1.377964e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 106393 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109522 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 96748 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109191 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98896 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796432.000000 Penalty: 85112.554688
Iteration 481Q: 26 clusters Score -1.377964e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 106393 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31139 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109522 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 96743 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58557 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109194 members 
Mstep: Class 20 contains 51808 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98894 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796336.000000 Penalty: 85112.554688
Iteration 482Q: 26 clusters Score -1.377963e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 106393 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 109520 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 96739 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58559 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109196 members 
Mstep: Class 20 contains 51804 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796416.000000 Penalty: 85112.554688
Iteration 483Q: 26 clusters Score -1.377964e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62332 members 
Mstep: Class 5 contains 106384 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109522 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 96739 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109202 members 
Mstep: Class 20 contains 51807 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796480.000000 Penalty: 85112.554688
Iteration 484Q: 26 clusters Score -1.377965e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 106374 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109528 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 96738 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58565 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 109204 members 
Mstep: Class 20 contains 51811 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 98889 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 485Q: 26 clusters Score -1.377965e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62338 members 
Mstep: Class 5 contains 106360 members 
Mstep: Class 6 contains 11800 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 109529 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5469 members 
Mstep: Class 15 contains 96736 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58565 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 109210 members 
Mstep: Class 20 contains 51815 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796368.000000 Penalty: 85112.554688
Iteration 486Q: 26 clusters Score -1.377964e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62337 members 
Mstep: Class 5 contains 106353 members 
Mstep: Class 6 contains 11800 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 109524 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96737 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58570 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109213 members 
Mstep: Class 20 contains 51819 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796416.000000 Penalty: 85112.554688
Iteration 487Q: 26 clusters Score -1.377964e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62338 members 
Mstep: Class 5 contains 106348 members 
Mstep: Class 6 contains 11800 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 109518 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96736 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109218 members 
Mstep: Class 20 contains 51821 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 488Q: 26 clusters Score -1.377965e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62336 members 
Mstep: Class 5 contains 106348 members 
Mstep: Class 6 contains 11799 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 109511 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96736 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58579 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 109231 members 
Mstep: Class 20 contains 51820 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98888 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796432.000000 Penalty: 85112.554688
Iteration 489Q: 26 clusters Score -1.377964e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 106353 members 
Mstep: Class 6 contains 11798 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 109510 members 
Mstep: Class 13 contains 29206 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96732 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58584 members 
Mstep: Class 18 contains 40794 members 
Mstep: Class 19 contains 109231 members 
Mstep: Class 20 contains 51821 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98890 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796400.000000 Penalty: 85112.554688
Iteration 490Q: 26 clusters Score -1.377964e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 106358 members 
Mstep: Class 6 contains 11798 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31141 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42207 members 
Mstep: Class 12 contains 109504 members 
Mstep: Class 13 contains 29208 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96724 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58589 members 
Mstep: Class 18 contains 40793 members 
Mstep: Class 19 contains 109233 members 
Mstep: Class 20 contains 51821 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 491Q: 26 clusters Score -1.377965e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 106361 members 
Mstep: Class 6 contains 11797 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31142 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 109502 members 
Mstep: Class 13 contains 29210 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96716 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58596 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109235 members 
Mstep: Class 20 contains 51823 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796512.000000 Penalty: 85112.554688
Iteration 492Q: 26 clusters Score -1.377965e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62336 members 
Mstep: Class 5 contains 106374 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31142 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42198 members 
Mstep: Class 12 contains 109485 members 
Mstep: Class 13 contains 29210 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96707 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58603 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109241 members 
Mstep: Class 20 contains 51826 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796624.000000 Penalty: 85112.554688
Iteration 493Q: 26 clusters Score -1.377966e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31143 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42198 members 
Mstep: Class 12 contains 109476 members 
Mstep: Class 13 contains 29210 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96701 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58609 members 
Mstep: Class 18 contains 40792 members 
Mstep: Class 19 contains 109245 members 
Mstep: Class 20 contains 51825 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98892 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796496.000000 Penalty: 85112.554688
Iteration 494Q: 26 clusters Score -1.377965e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62336 members 
Mstep: Class 5 contains 106390 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42194 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 29210 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96696 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58609 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109252 members 
Mstep: Class 20 contains 51828 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796640.000000 Penalty: 85112.554688
Iteration 495Q: 26 clusters Score -1.377966e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62332 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31143 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42193 members 
Mstep: Class 12 contains 109469 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96690 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58609 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109254 members 
Mstep: Class 20 contains 51830 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 98894 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 496Q: 26 clusters Score -1.377965e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62327 members 
Mstep: Class 5 contains 106405 members 
Mstep: Class 6 contains 11789 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42192 members 
Mstep: Class 12 contains 109463 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96687 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58609 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 109260 members 
Mstep: Class 20 contains 51832 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98893 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796512.000000 Penalty: 85112.554688
Iteration 497Q: 26 clusters Score -1.377965e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 5 contains 106404 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31147 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42190 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96684 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58606 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 109266 members 
Mstep: Class 20 contains 51832 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98895 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796368.000000 Penalty: 85112.554688
Iteration 498Q: 26 clusters Score -1.377964e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31146 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42189 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96680 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58605 members 
Mstep: Class 18 contains 40789 members 
Mstep: Class 19 contains 109277 members 
Mstep: Class 20 contains 51833 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98897 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796512.000000 Penalty: 85112.554688
Iteration 499Q: 26 clusters Score -1.377965e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 5 contains 106398 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 31143 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 42189 members 
Mstep: Class 12 contains 109464 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 96676 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 58606 members 
Mstep: Class 18 contains 40787 members 
Mstep: Class 19 contains 109288 members 
Mstep: Class 20 contains 51831 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 98898 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796464.000000 Penalty: 85112.554688
Iteration 500F: 26 clusters Score -1.377965e+08 nChanged 31
Maximum iterations exceeded
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419439232.000000 Penalty: 91923.953125
20->26 Clusters: Score -419439232.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 45388 members 
Mstep: Class 3 contains 45899 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 45509 members 
Mstep: Class 6 contains 45686 members 
Mstep: Class 7 contains 46081 members 
Mstep: Class 8 contains 45566 members 
Mstep: Class 9 contains 45822 members 
Mstep: Class 10 contains 46057 members 
Mstep: Class 11 contains 45985 members 
Mstep: Class 12 contains 45509 members 
Mstep: Class 13 contains 45949 members 
Mstep: Class 14 contains 45849 members 
Mstep: Class 15 contains 46192 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 45833 members 
Mstep: Class 18 contains 46016 members 
Mstep: Class 19 contains 45867 members 
Mstep: Class 20 contains 45890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2120.842773 but Gain 3404.503906
Score: -132919280.000000 Penalty: 64685.542969
Iteration 0F: 20 clusters Score -1.329193e+08 nChanged 868283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2440 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 195323 members 
Mstep: Class 3 contains 18999 members 
Mstep: Class 4 contains 32298 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 74946 members 
Mstep: Class 7 contains 20011 members 
Mstep: Class 8 contains 11364 members 
Mstep: Class 9 contains 12238 members 
Mstep: Class 10 contains 46865 members 
Mstep: Class 12 contains 15813 members 
Mstep: Class 13 contains 23222 members 
Mstep: Class 14 contains 86709 members 
Mstep: Class 15 contains 21746 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 57146 members 
Mstep: Class 18 contains 199590 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 22212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136013376.000000 Penalty: 64685.542969
Iteration 1F: 20 clusters Score -1.360134e+08 nChanged 336584
Entering Unmasked Mstep 
Mstep: Class 0 contains 2314 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 226098 members 
Mstep: Class 3 contains 9622 members 
Mstep: Class 4 contains 20621 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 68227 members 
Mstep: Class 7 contains 11832 members 
Mstep: Class 8 contains 23691 members 
Mstep: Class 9 contains 16899 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 8793 members 
Mstep: Class 14 contains 111114 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 56353 members 
Mstep: Class 18 contains 223819 members 
Mstep: Class 19 contains 26286 members 
Mstep: Class 20 contains 18823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136582192.000000 Penalty: 64685.542969
Iteration 2F: 20 clusters Score -1.365822e+08 nChanged 225081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1872 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 211934 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 71815 members 
Mstep: Class 7 contains 7160 members 
Mstep: Class 8 contains 35020 members 
Mstep: Class 9 contains 17171 members 
Mstep: Class 10 contains 29203 members 
Mstep: Class 12 contains 8531 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 143757 members 
Mstep: Class 15 contains 10875 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 53296 members 
Mstep: Class 18 contains 209926 members 
Mstep: Class 19 contains 21839 members 
Mstep: Class 20 contains 26677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136891776.000000 Penalty: 64685.542969
Iteration 3F: 20 clusters Score -1.368918e+08 nChanged 171443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1094 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 180414 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 16940 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 81661 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 40965 members 
Mstep: Class 9 contains 16225 members 
Mstep: Class 10 contains 23515 members 
Mstep: Class 12 contains 6729 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 192363 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 26123 members 
Mstep: Class 17 contains 50539 members 
Mstep: Class 18 contains 184023 members 
Mstep: Class 19 contains 18554 members 
Mstep: Class 20 contains 34301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111968.000000 Penalty: 64685.542969
Iteration 4F: 20 clusters Score -1.37112e+08 nChanged 158434
Entering Unmasked Mstep 
Mstep: Class 0 contains 810 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 147393 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 96891 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 42008 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 245599 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 16 contains 28034 members 
Mstep: Class 17 contains 49657 members 
Mstep: Class 18 contains 151469 members 
Mstep: Class 19 contains 14870 members 
Mstep: Class 20 contains 39417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171072.000000 Penalty: 64685.542969
Iteration 5F: 20 clusters Score -1.371711e+08 nChanged 127526
Entering Unmasked Mstep 
Mstep: Class 0 contains 709 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 136627 members 
Mstep: Class 3 contains 4643 members 
Mstep: Class 4 contains 15302 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 112136 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 40934 members 
Mstep: Class 9 contains 14770 members 
Mstep: Class 10 contains 16662 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 2220 members 
Mstep: Class 14 contains 252204 members 
Mstep: Class 15 contains 5877 members 
Mstep: Class 16 contains 30862 members 
Mstep: Class 17 contains 53753 members 
Mstep: Class 18 contains 134759 members 
Mstep: Class 19 contains 13798 members 
Mstep: Class 20 contains 42601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137214736.000000 Penalty: 64685.542969
Iteration 6F: 20 clusters Score -1.372147e+08 nChanged 96327
Entering Unmasked Mstep 
Mstep: Class 0 contains 693 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 128637 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 14431 members 
Mstep: Class 5 contains 11120 members 
Mstep: Class 6 contains 127546 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 39283 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 15768 members 
Mstep: Class 12 contains 4633 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 242408 members 
Mstep: Class 15 contains 4906 members 
Mstep: Class 16 contains 33096 members 
Mstep: Class 17 contains 60930 members 
Mstep: Class 18 contains 126202 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 45470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137277392.000000 Penalty: 64685.542969
Iteration 7F: 20 clusters Score -1.372774e+08 nChanged 89636
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 122086 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 13763 members 
Mstep: Class 5 contains 11994 members 
Mstep: Class 6 contains 136694 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 37778 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 235830 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 34082 members 
Mstep: Class 17 contains 70322 members 
Mstep: Class 18 contains 117501 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 48084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137327984.000000 Penalty: 64685.542969
Iteration 8F: 20 clusters Score -1.37328e+08 nChanged 75045
Entering Unmasked Mstep 
Mstep: Class 0 contains 686 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 122154 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 13485 members 
Mstep: Class 5 contains 12690 members 
Mstep: Class 6 contains 131469 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 36310 members 
Mstep: Class 9 contains 13602 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 228845 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 34658 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 115542 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 50089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137381808.000000 Penalty: 64685.542969
Iteration 9F: 20 clusters Score -1.373818e+08 nChanged 61779
Entering Unmasked Mstep 
Mstep: Class 0 contains 651 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 122161 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 13649 members 
Mstep: Class 5 contains 13232 members 
Mstep: Class 6 contains 123944 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 34637 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 10 contains 13573 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 221656 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 34978 members 
Mstep: Class 17 contains 95417 members 
Mstep: Class 18 contains 114763 members 
Mstep: Class 19 contains 14534 members 
Mstep: Class 20 contains 51446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137439712.000000 Penalty: 64685.542969
Iteration 10F: 20 clusters Score -1.374397e+08 nChanged 56719
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 120568 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 117785 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 32944 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 12603 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 214885 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 35225 members 
Mstep: Class 17 contains 111536 members 
Mstep: Class 18 contains 112788 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 20 contains 52210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137508992.000000 Penalty: 64685.542969
Iteration 11F: 20 clusters Score -1.37509e+08 nChanged 55448
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 117259 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 112647 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 31346 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 11899 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 206503 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 35472 members 
Mstep: Class 17 contains 132142 members 
Mstep: Class 18 contains 109127 members 
Mstep: Class 19 contains 14799 members 
Mstep: Class 20 contains 52246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137566208.000000 Penalty: 64685.542969
Iteration 12F: 20 clusters Score -1.375662e+08 nChanged 60570
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 112677 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 15168 members 
Mstep: Class 5 contains 13993 members 
Mstep: Class 6 contains 107271 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 29945 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 11779 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 197384 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 35708 members 
Mstep: Class 17 contains 156847 members 
Mstep: Class 18 contains 103389 members 
Mstep: Class 19 contains 15285 members 
Mstep: Class 20 contains 51884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137584416.000000 Penalty: 64685.542969
Iteration 13F: 20 clusters Score -1.375844e+08 nChanged 55954
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 110346 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 15924 members 
Mstep: Class 5 contains 13772 members 
Mstep: Class 6 contains 103187 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 28799 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 192412 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 36087 members 
Mstep: Class 17 contains 170900 members 
Mstep: Class 18 contains 100742 members 
Mstep: Class 19 contains 15877 members 
Mstep: Class 20 contains 50922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137594880.000000 Penalty: 64685.542969
Iteration 14F: 20 clusters Score -1.375949e+08 nChanged 44443
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 110773 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 16794 members 
Mstep: Class 5 contains 13330 members 
Mstep: Class 6 contains 100266 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 27771 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 189487 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 175292 members 
Mstep: Class 18 contains 101800 members 
Mstep: Class 19 contains 16403 members 
Mstep: Class 20 contains 49845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137601504.000000 Penalty: 64685.542969
Iteration 15Q: 20 clusters Score -1.376015e+08 nChanged 35130
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 112419 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 17734 members 
Mstep: Class 5 contains 12877 members 
Mstep: Class 6 contains 98568 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 26753 members 
Mstep: Class 9 contains 13259 members 
Mstep: Class 10 contains 13107 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 186913 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 36721 members 
Mstep: Class 17 contains 174971 members 
Mstep: Class 18 contains 104585 members 
Mstep: Class 19 contains 16815 members 
Mstep: Class 20 contains 48914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137606432.000000 Penalty: 64685.542969
Iteration 16Q: 20 clusters Score -1.376064e+08 nChanged 27508
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 114622 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 5 contains 12502 members 
Mstep: Class 6 contains 98192 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 25845 members 
Mstep: Class 9 contains 13307 members 
Mstep: Class 10 contains 13793 members 
Mstep: Class 12 contains 4285 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 185160 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 37006 members 
Mstep: Class 17 contains 171469 members 
Mstep: Class 18 contains 107557 members 
Mstep: Class 19 contains 17097 members 
Mstep: Class 20 contains 48298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137607712.000000 Penalty: 64685.542969
Iteration 17Q: 20 clusters Score -1.376077e+08 nChanged 23027
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 116384 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 99413 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 25010 members 
Mstep: Class 9 contains 13350 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 184022 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 37292 members 
Mstep: Class 17 contains 166483 members 
Mstep: Class 18 contains 109990 members 
Mstep: Class 19 contains 17239 members 
Mstep: Class 20 contains 47921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137607664.000000 Penalty: 64685.542969
Iteration 18Q: 20 clusters Score -1.376077e+08 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 117455 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 20292 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 24284 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 12 contains 4351 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 182961 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 37561 members 
Mstep: Class 17 contains 161326 members 
Mstep: Class 18 contains 111524 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 47737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137607536.000000 Penalty: 64685.542969
Iteration 19Q: 20 clusters Score -1.376075e+08 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 118076 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 21066 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 105035 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 13398 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 181851 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 37787 members 
Mstep: Class 17 contains 156966 members 
Mstep: Class 18 contains 112088 members 
Mstep: Class 19 contains 17496 members 
Mstep: Class 20 contains 47622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137608304.000000 Penalty: 64685.542969
Iteration 20F: 20 clusters Score -1.376083e+08 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 118526 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 21709 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 108067 members 
Mstep: Class 7 contains 10496 members 
Mstep: Class 8 contains 22875 members 
Mstep: Class 9 contains 13407 members 
Mstep: Class 10 contains 17113 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 180648 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 37944 members 
Mstep: Class 17 contains 153335 members 
Mstep: Class 18 contains 112198 members 
Mstep: Class 19 contains 17659 members 
Mstep: Class 20 contains 47517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137610656.000000 Penalty: 64685.542969
Iteration 21Q: 20 clusters Score -1.376107e+08 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 118508 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 22214 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 112192 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 22194 members 
Mstep: Class 9 contains 13478 members 
Mstep: Class 10 contains 18176 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 178667 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 38109 members 
Mstep: Class 17 contains 150285 members 
Mstep: Class 18 contains 111710 members 
Mstep: Class 19 contains 17807 members 
Mstep: Class 20 contains 47413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612688.000000 Penalty: 64685.542969
Iteration 22Q: 20 clusters Score -1.376127e+08 nChanged 17533
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 118310 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 22621 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 116386 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 13591 members 
Mstep: Class 10 contains 19274 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 176325 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 38267 members 
Mstep: Class 17 contains 147752 members 
Mstep: Class 18 contains 111066 members 
Mstep: Class 19 contains 17952 members 
Mstep: Class 20 contains 47284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137613568.000000 Penalty: 64685.542969
Iteration 23Q: 20 clusters Score -1.376136e+08 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 118332 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 22983 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 119800 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 20918 members 
Mstep: Class 9 contains 13711 members 
Mstep: Class 10 contains 20434 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 173596 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 38400 members 
Mstep: Class 17 contains 145766 members 
Mstep: Class 18 contains 110855 members 
Mstep: Class 19 contains 18076 members 
Mstep: Class 20 contains 47167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137614672.000000 Penalty: 64685.542969
Iteration 24Q: 20 clusters Score -1.376147e+08 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 118507 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 23340 members 
Mstep: Class 5 contains 10906 members 
Mstep: Class 6 contains 121640 members 
Mstep: Class 7 contains 13991 members 
Mstep: Class 8 contains 20283 members 
Mstep: Class 9 contains 13796 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 170902 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 38528 members 
Mstep: Class 17 contains 144254 members 
Mstep: Class 18 contains 111301 members 
Mstep: Class 19 contains 18249 members 
Mstep: Class 20 contains 47023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137614704.000000 Penalty: 64685.542969
Iteration 25Q: 20 clusters Score -1.376147e+08 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 118800 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 23705 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 122146 members 
Mstep: Class 7 contains 14969 members 
Mstep: Class 8 contains 19616 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 168382 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 38626 members 
Mstep: Class 17 contains 143218 members 
Mstep: Class 18 contains 112200 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 46921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137613408.000000 Penalty: 64685.542969
Iteration 26Q: 20 clusters Score -1.376134e+08 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 119210 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 10818 members 
Mstep: Class 6 contains 121822 members 
Mstep: Class 7 contains 15993 members 
Mstep: Class 8 contains 18938 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 24221 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 165986 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 38688 members 
Mstep: Class 17 contains 142539 members 
Mstep: Class 18 contains 113253 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 46847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612832.000000 Penalty: 64685.542969
Iteration 27Q: 20 clusters Score -1.376128e+08 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 119711 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 24485 members 
Mstep: Class 5 contains 10784 members 
Mstep: Class 6 contains 121191 members 
Mstep: Class 7 contains 16980 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 13931 members 
Mstep: Class 10 contains 25536 members 
Mstep: Class 12 contains 3836 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 163632 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 38751 members 
Mstep: Class 17 contains 142094 members 
Mstep: Class 18 contains 114223 members 
Mstep: Class 19 contains 18825 members 
Mstep: Class 20 contains 46765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612320.000000 Penalty: 64685.542969
Iteration 28Q: 20 clusters Score -1.376123e+08 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 120280 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 24846 members 
Mstep: Class 5 contains 10755 members 
Mstep: Class 6 contains 120479 members 
Mstep: Class 7 contains 17923 members 
Mstep: Class 8 contains 17675 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 26968 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 160984 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 38806 members 
Mstep: Class 17 contains 142022 members 
Mstep: Class 18 contains 114947 members 
Mstep: Class 19 contains 19049 members 
Mstep: Class 20 contains 46704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612064.000000 Penalty: 64685.542969
Iteration 29Q: 20 clusters Score -1.376121e+08 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 120874 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 25238 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 119815 members 
Mstep: Class 7 contains 18809 members 
Mstep: Class 8 contains 17126 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 158254 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 38850 members 
Mstep: Class 17 contains 142042 members 
Mstep: Class 18 contains 115464 members 
Mstep: Class 19 contains 19266 members 
Mstep: Class 20 contains 46581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612032.000000 Penalty: 64685.542969
Iteration 30Q: 20 clusters Score -1.37612e+08 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 121337 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 25611 members 
Mstep: Class 5 contains 10791 members 
Mstep: Class 6 contains 119485 members 
Mstep: Class 7 contains 19617 members 
Mstep: Class 8 contains 16591 members 
Mstep: Class 9 contains 13942 members 
Mstep: Class 10 contains 30269 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 155502 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 38890 members 
Mstep: Class 17 contains 141978 members 
Mstep: Class 18 contains 115727 members 
Mstep: Class 19 contains 19522 members 
Mstep: Class 20 contains 46521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612016.000000 Penalty: 64685.542969
Iteration 31Q: 20 clusters Score -1.37612e+08 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 121656 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 10834 members 
Mstep: Class 6 contains 119362 members 
Mstep: Class 7 contains 20339 members 
Mstep: Class 8 contains 16074 members 
Mstep: Class 9 contains 13940 members 
Mstep: Class 10 contains 32117 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 152726 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 38913 members 
Mstep: Class 17 contains 141874 members 
Mstep: Class 18 contains 115863 members 
Mstep: Class 19 contains 19820 members 
Mstep: Class 20 contains 46475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612288.000000 Penalty: 64685.542969
Iteration 32Q: 20 clusters Score -1.376123e+08 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 121869 members 
Mstep: Class 3 contains 1048 members 
Mstep: Class 4 contains 26296 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 119354 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 13936 members 
Mstep: Class 10 contains 34184 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 149865 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 38929 members 
Mstep: Class 17 contains 141708 members 
Mstep: Class 18 contains 115971 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 46434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611904.000000 Penalty: 64685.542969
Iteration 33Q: 20 clusters Score -1.376119e+08 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 122054 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 26607 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 119317 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 15182 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 36497 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 146967 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 38939 members 
Mstep: Class 17 contains 141409 members 
Mstep: Class 18 contains 116081 members 
Mstep: Class 19 contains 20472 members 
Mstep: Class 20 contains 46397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611632.000000 Penalty: 64685.542969
Iteration 34Q: 20 clusters Score -1.376116e+08 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 122208 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 26908 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 119340 members 
Mstep: Class 7 contains 22089 members 
Mstep: Class 8 contains 14764 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 39023 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 143986 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 38893 members 
Mstep: Class 17 contains 140951 members 
Mstep: Class 18 contains 116130 members 
Mstep: Class 19 contains 20862 members 
Mstep: Class 20 contains 46398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611840.000000 Penalty: 64685.542969
Iteration 35Q: 20 clusters Score -1.376118e+08 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 122329 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 27191 members 
Mstep: Class 5 contains 11020 members 
Mstep: Class 6 contains 119420 members 
Mstep: Class 7 contains 22584 members 
Mstep: Class 8 contains 14417 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 41715 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 141127 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 38819 members 
Mstep: Class 17 contains 140276 members 
Mstep: Class 18 contains 116111 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 46402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611968.000000 Penalty: 64685.542969
Iteration 36Q: 20 clusters Score -1.37612e+08 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 122413 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 11119 members 
Mstep: Class 6 contains 119319 members 
Mstep: Class 7 contains 23026 members 
Mstep: Class 8 contains 14104 members 
Mstep: Class 9 contains 13839 members 
Mstep: Class 10 contains 44698 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 138353 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 38743 members 
Mstep: Class 17 contains 139457 members 
Mstep: Class 18 contains 116012 members 
Mstep: Class 19 contains 21720 members 
Mstep: Class 20 contains 46433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137613440.000000 Penalty: 64685.542969
Iteration 37Q: 20 clusters Score -1.376134e+08 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 122477 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 27647 members 
Mstep: Class 5 contains 11224 members 
Mstep: Class 6 contains 119002 members 
Mstep: Class 7 contains 23420 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 13808 members 
Mstep: Class 10 contains 48001 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 135864 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 38644 members 
Mstep: Class 17 contains 138299 members 
Mstep: Class 18 contains 115982 members 
Mstep: Class 19 contains 22145 members 
Mstep: Class 20 contains 46503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137615408.000000 Penalty: 64685.542969
Iteration 38Q: 20 clusters Score -1.376154e+08 nChanged 10189
Entering ConstructFrom: 
Score: -137615408.000000 Penalty: 64685.542969
Entering ConstructFrom: 
Trying to split cluster 1 (29850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Entering Unmasked Estep 
Score: -4359375.500000 Penalty: 2555.376953
	Iteration 0F: 2 clusters Score -4359376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4338968.000000 Penalty: 5110.753906
	Iteration 0F: 3 clusters Score -4338968 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4346189.000000 Penalty: 5110.753906
	Iteration 1F: 3 clusters Score -4346189 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4346714.500000 Penalty: 5110.753906
	Iteration 2Q: 3 clusters Score -4346714 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4347299.000000 Penalty: 5110.753906
	Iteration 3Q: 3 clusters Score -4347299 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4347936.000000 Penalty: 5110.753906
	Iteration 4Q: 3 clusters Score -4347936 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4348669.500000 Penalty: 5110.753906
	Iteration 5F: 3 clusters Score -4348670 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -4349402.500000 Penalty: 5110.753906
	Iteration 6F: 3 clusters Score -4349402 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4350152.000000 Penalty: 5110.753906
	Iteration 7Q: 3 clusters Score -4350152 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4350898.000000 Penalty: 5110.753906
	Iteration 8Q: 3 clusters Score -4350898 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4351647.000000 Penalty: 5110.753906
	Iteration 9Q: 3 clusters Score -4351647 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4352402.000000 Penalty: 5110.753906
	Iteration 10Q: 3 clusters Score -4352402 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4353049.500000 Penalty: 5110.753906
	Iteration 11Q: 3 clusters Score -4353050 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4353698.000000 Penalty: 5110.753906
	Iteration 12Q: 3 clusters Score -4353698 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -4354318.500000 Penalty: 5110.753906
	Iteration 13Q: 3 clusters Score -4354318 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -4354756.000000 Penalty: 5110.753906
	Iteration 14Q: 3 clusters Score -4354756 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4355070.000000 Penalty: 5110.753906
	Iteration 15Q: 3 clusters Score -4355070 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4355314.000000 Penalty: 5110.753906
	Iteration 16Q: 3 clusters Score -4355314 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4355525.500000 Penalty: 5110.753906
	Iteration 17Q: 3 clusters Score -4355526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4355668.000000 Penalty: 5110.753906
	Iteration 18Q: 3 clusters Score -4355668 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4355837.000000 Penalty: 5110.753906
	Iteration 19Q: 3 clusters Score -4355837 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4355937.000000 Penalty: 5110.753906
	Iteration 20F: 3 clusters Score -4355937 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4356042.000000 Penalty: 5110.753906
	Iteration 21Q: 3 clusters Score -4356042 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4356159.000000 Penalty: 5110.753906
	Iteration 22Q: 3 clusters Score -4356159 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4356273.500000 Penalty: 5110.753906
	Iteration 23Q: 3 clusters Score -4356274 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4356414.500000 Penalty: 5110.753906
	Iteration 24Q: 3 clusters Score -4356414 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4356520.000000 Penalty: 5110.753906
	Iteration 25Q: 3 clusters Score -4356520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4356615.500000 Penalty: 5110.753906
	Iteration 26Q: 3 clusters Score -4356616 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4356711.000000 Penalty: 5110.753906
	Iteration 27Q: 3 clusters Score -4356711 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4356812.500000 Penalty: 5110.753906
	Iteration 28Q: 3 clusters Score -4356812 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4356922.000000 Penalty: 5110.753906
	Iteration 29Q: 3 clusters Score -4356922 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4357031.000000 Penalty: 5110.753906
	Iteration 30Q: 3 clusters Score -4357031 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4357132.000000 Penalty: 5110.753906
	Iteration 31Q: 3 clusters Score -4357132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4357215.500000 Penalty: 5110.753906
	Iteration 32Q: 3 clusters Score -4357216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4357264.500000 Penalty: 5110.753906
	Iteration 33Q: 3 clusters Score -4357264 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4357329.500000 Penalty: 5110.753906
	Iteration 34Q: 3 clusters Score -4357330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4357366.000000 Penalty: 5110.753906
	Iteration 35Q: 3 clusters Score -4357366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4357393.500000 Penalty: 5110.753906
	Iteration 36Q: 3 clusters Score -4357394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4357410.000000 Penalty: 5110.753906
	Iteration 37Q: 3 clusters Score -4357410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4357442.500000 Penalty: 5110.753906
	Iteration 38Q: 3 clusters Score -4357442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4357448.000000 Penalty: 5110.753906
	Iteration 39Q: 3 clusters Score -4357448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4357460.000000 Penalty: 5110.753906
	Iteration 40F: 3 clusters Score -4357460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4357475.500000 Penalty: 5110.753906
	Iteration 41Q: 3 clusters Score -4357476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4357492.500000 Penalty: 5110.753906
	Iteration 42Q: 3 clusters Score -4357492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4357501.500000 Penalty: 5110.753906
	Iteration 43Q: 3 clusters Score -4357502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4357513.500000 Penalty: 5110.753906
	Iteration 44Q: 3 clusters Score -4357514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4357515.500000 Penalty: 5110.753906
	Iteration 45Q: 3 clusters Score -4357516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4357520.000000 Penalty: 5110.753906
	Iteration 46Q: 3 clusters Score -4357520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4357528.500000 Penalty: 5110.753906
	Iteration 47Q: 3 clusters Score -4357528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4357538.500000 Penalty: 5110.753906
	Iteration 48Q: 3 clusters Score -4357538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4357542.500000 Penalty: 5110.753906
	Iteration 49Q: 3 clusters Score -4357542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4357556.500000 Penalty: 5110.753906
	Iteration 50Q: 3 clusters Score -4357556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4357556.500000 Penalty: 5110.753906
	Iteration 51Q: 3 clusters Score -4357556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4357568.500000 Penalty: 5110.753906
	Iteration 52Q: 3 clusters Score -4357568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4357574.000000 Penalty: 5110.753906
	Iteration 53Q: 3 clusters Score -4357574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4357584.500000 Penalty: 5110.753906
	Iteration 54Q: 3 clusters Score -4357584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4357592.500000 Penalty: 5110.753906
	Iteration 55Q: 3 clusters Score -4357592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4357592.500000 Penalty: 5110.753906
	Iteration 56Q: 3 clusters Score -4357592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4357593.500000 Penalty: 5110.753906
	Iteration 57Q: 3 clusters Score -4357594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4357592.000000 Penalty: 5110.753906
	Iteration 58Q: 3 clusters Score -4357592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4357592.000000 Penalty: 5110.753906
	Iteration 59F: 3 clusters Score -4357592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (122397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122397 members 
Entering Unmasked Estep 
Score: -18893104.000000 Penalty: 2905.326172
	Iteration 0F: 2 clusters Score -1.88931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -18833366.000000 Penalty: 5810.652344
	Iteration 0F: 3 clusters Score -1.883337e+07 nChanged 58003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -18866788.000000 Penalty: 5810.652344
	Iteration 1F: 3 clusters Score -1.886679e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -18868006.000000 Penalty: 5810.652344
	Iteration 2Q: 3 clusters Score -1.886801e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -18869462.000000 Penalty: 5810.652344
	Iteration 3Q: 3 clusters Score -1.886946e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -18870992.000000 Penalty: 5810.652344
	Iteration 4Q: 3 clusters Score -1.887099e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -18872922.000000 Penalty: 5810.652344
	Iteration 5Q: 3 clusters Score -1.887292e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -18875224.000000 Penalty: 5810.652344
	Iteration 6Q: 3 clusters Score -1.887522e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -18878542.000000 Penalty: 5810.652344
	Iteration 7Q: 3 clusters Score -1.887854e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -18883260.000000 Penalty: 5810.652344
	Iteration 8F: 3 clusters Score -1.888326e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -18888590.000000 Penalty: 5810.652344
	Iteration 9F: 3 clusters Score -1.888859e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -18892862.000000 Penalty: 5810.652344
	Iteration 10F: 3 clusters Score -1.889286e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -18894846.000000 Penalty: 5810.652344
	Iteration 11Q: 3 clusters Score -1.889485e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -18895910.000000 Penalty: 5810.652344
	Iteration 12Q: 3 clusters Score -1.889591e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -18896522.000000 Penalty: 5810.652344
	Iteration 13Q: 3 clusters Score -1.889652e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -18897014.000000 Penalty: 5810.652344
	Iteration 14Q: 3 clusters Score -1.889701e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -18897480.000000 Penalty: 5810.652344
	Iteration 15Q: 3 clusters Score -1.889748e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -18898002.000000 Penalty: 5810.652344
	Iteration 16Q: 3 clusters Score -1.8898e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -18898528.000000 Penalty: 5810.652344
	Iteration 17Q: 3 clusters Score -1.889853e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -18899048.000000 Penalty: 5810.652344
	Iteration 18Q: 3 clusters Score -1.889905e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -18899506.000000 Penalty: 5810.652344
	Iteration 19Q: 3 clusters Score -1.889951e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -18899972.000000 Penalty: 5810.652344
	Iteration 20F: 3 clusters Score -1.889997e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -18900560.000000 Penalty: 5810.652344
	Iteration 21Q: 3 clusters Score -1.890056e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -18901116.000000 Penalty: 5810.652344
	Iteration 22Q: 3 clusters Score -1.890112e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -18901636.000000 Penalty: 5810.652344
	Iteration 23Q: 3 clusters Score -1.890164e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -18902018.000000 Penalty: 5810.652344
	Iteration 24Q: 3 clusters Score -1.890202e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -18902608.000000 Penalty: 5810.652344
	Iteration 25Q: 3 clusters Score -1.890261e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -18903266.000000 Penalty: 5810.652344
	Iteration 26Q: 3 clusters Score -1.890327e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -18903816.000000 Penalty: 5810.652344
	Iteration 27Q: 3 clusters Score -1.890382e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -18904280.000000 Penalty: 5810.652344
	Iteration 28Q: 3 clusters Score -1.890428e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -18904724.000000 Penalty: 5810.652344
	Iteration 29Q: 3 clusters Score -1.890472e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -18905116.000000 Penalty: 5810.652344
	Iteration 30Q: 3 clusters Score -1.890512e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -18905408.000000 Penalty: 5810.652344
	Iteration 31Q: 3 clusters Score -1.890541e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -18905662.000000 Penalty: 5810.652344
	Iteration 32Q: 3 clusters Score -1.890566e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -18905948.000000 Penalty: 5810.652344
	Iteration 33Q: 3 clusters Score -1.890595e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -18906144.000000 Penalty: 5810.652344
	Iteration 34Q: 3 clusters Score -1.890614e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -18906348.000000 Penalty: 5810.652344
	Iteration 35Q: 3 clusters Score -1.890635e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -18906406.000000 Penalty: 5810.652344
	Iteration 36Q: 3 clusters Score -1.890641e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -18906500.000000 Penalty: 5810.652344
	Iteration 37Q: 3 clusters Score -1.89065e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -18906510.000000 Penalty: 5810.652344
	Iteration 38Q: 3 clusters Score -1.890651e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -18906628.000000 Penalty: 5810.652344
	Iteration 39Q: 3 clusters Score -1.890663e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -18906724.000000 Penalty: 5810.652344
	Iteration 40F: 3 clusters Score -1.890672e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -18906752.000000 Penalty: 5810.652344
	Iteration 41Q: 3 clusters Score -1.890675e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5810.652344
	Iteration 42Q: 3 clusters Score -1.890688e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -18906928.000000 Penalty: 5810.652344
	Iteration 43Q: 3 clusters Score -1.890693e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -18906970.000000 Penalty: 5810.652344
	Iteration 44Q: 3 clusters Score -1.890697e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -18906986.000000 Penalty: 5810.652344
	Iteration 45Q: 3 clusters Score -1.890699e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -18907014.000000 Penalty: 5810.652344
	Iteration 46Q: 3 clusters Score -1.890701e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -18907082.000000 Penalty: 5810.652344
	Iteration 47Q: 3 clusters Score -1.890708e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -18907074.000000 Penalty: 5810.652344
	Iteration 48Q: 3 clusters Score -1.890707e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -18907100.000000 Penalty: 5810.652344
	Iteration 49Q: 3 clusters Score -1.89071e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -18907154.000000 Penalty: 5810.652344
	Iteration 50Q: 3 clusters Score -1.890715e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -18907238.000000 Penalty: 5810.652344
	Iteration 51Q: 3 clusters Score -1.890724e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -18907276.000000 Penalty: 5810.652344
	Iteration 52Q: 3 clusters Score -1.890728e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -18907296.000000 Penalty: 5810.652344
	Iteration 53Q: 3 clusters Score -1.89073e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -18907316.000000 Penalty: 5810.652344
	Iteration 54Q: 3 clusters Score -1.890732e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -18907354.000000 Penalty: 5810.652344
	Iteration 55Q: 3 clusters Score -1.890735e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -18907346.000000 Penalty: 5810.652344
	Iteration 56Q: 3 clusters Score -1.890735e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -18907374.000000 Penalty: 5810.652344
	Iteration 57Q: 3 clusters Score -1.890737e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -18907390.000000 Penalty: 5810.652344
	Iteration 58Q: 3 clusters Score -1.890739e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -18907448.000000 Penalty: 5810.652344
	Iteration 59Q: 3 clusters Score -1.890745e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -18907528.000000 Penalty: 5810.652344
	Iteration 60F: 3 clusters Score -1.890753e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -18907582.000000 Penalty: 5810.652344
	Iteration 61Q: 3 clusters Score -1.890758e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -18907614.000000 Penalty: 5810.652344
	Iteration 62Q: 3 clusters Score -1.890761e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -18907700.000000 Penalty: 5810.652344
	Iteration 63Q: 3 clusters Score -1.89077e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -18907696.000000 Penalty: 5810.652344
	Iteration 64Q: 3 clusters Score -1.89077e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -18907774.000000 Penalty: 5810.652344
	Iteration 65Q: 3 clusters Score -1.890777e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -18907808.000000 Penalty: 5810.652344
	Iteration 66Q: 3 clusters Score -1.890781e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -18907908.000000 Penalty: 5810.652344
	Iteration 67Q: 3 clusters Score -1.890791e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -18907958.000000 Penalty: 5810.652344
	Iteration 68Q: 3 clusters Score -1.890796e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -18907976.000000 Penalty: 5810.652344
	Iteration 69Q: 3 clusters Score -1.890798e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -18908020.000000 Penalty: 5810.652344
	Iteration 70Q: 3 clusters Score -1.890802e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -18908072.000000 Penalty: 5810.652344
	Iteration 71Q: 3 clusters Score -1.890807e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -18908040.000000 Penalty: 5810.652344
	Iteration 72Q: 3 clusters Score -1.890804e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -18908076.000000 Penalty: 5810.652344
	Iteration 73Q: 3 clusters Score -1.890808e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -18908114.000000 Penalty: 5810.652344
	Iteration 74Q: 3 clusters Score -1.890811e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -18908178.000000 Penalty: 5810.652344
	Iteration 75Q: 3 clusters Score -1.890818e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -18908214.000000 Penalty: 5810.652344
	Iteration 76Q: 3 clusters Score -1.890821e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -18908230.000000 Penalty: 5810.652344
	Iteration 77Q: 3 clusters Score -1.890823e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -18908200.000000 Penalty: 5810.652344
	Iteration 78Q: 3 clusters Score -1.89082e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -18908214.000000 Penalty: 5810.652344
	Iteration 79Q: 3 clusters Score -1.890821e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -18908242.000000 Penalty: 5810.652344
	Iteration 80F: 3 clusters Score -1.890824e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -18908224.000000 Penalty: 5810.652344
	Iteration 81Q: 3 clusters Score -1.890822e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -18908230.000000 Penalty: 5810.652344
	Iteration 82Q: 3 clusters Score -1.890823e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -18908244.000000 Penalty: 5810.652344
	Iteration 83Q: 3 clusters Score -1.890824e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -18908354.000000 Penalty: 5810.652344
	Iteration 84Q: 3 clusters Score -1.890835e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -18908336.000000 Penalty: 5810.652344
	Iteration 85Q: 3 clusters Score -1.890834e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -18908342.000000 Penalty: 5810.652344
	Iteration 86Q: 3 clusters Score -1.890834e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -18908354.000000 Penalty: 5810.652344
	Iteration 87Q: 3 clusters Score -1.890835e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -18908344.000000 Penalty: 5810.652344
	Iteration 88Q: 3 clusters Score -1.890834e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -18908354.000000 Penalty: 5810.652344
	Iteration 89Q: 3 clusters Score -1.890835e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -18908432.000000 Penalty: 5810.652344
	Iteration 90Q: 3 clusters Score -1.890843e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -18908466.000000 Penalty: 5810.652344
	Iteration 91Q: 3 clusters Score -1.890847e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -18908448.000000 Penalty: 5810.652344
	Iteration 92Q: 3 clusters Score -1.890845e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -18908494.000000 Penalty: 5810.652344
	Iteration 93Q: 3 clusters Score -1.890849e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -18908488.000000 Penalty: 5810.652344
	Iteration 94Q: 3 clusters Score -1.890849e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -18908482.000000 Penalty: 5810.652344
	Iteration 95Q: 3 clusters Score -1.890848e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -18908528.000000 Penalty: 5810.652344
	Iteration 96Q: 3 clusters Score -1.890853e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -18908528.000000 Penalty: 5810.652344
	Iteration 97Q: 3 clusters Score -1.890853e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -18908546.000000 Penalty: 5810.652344
	Iteration 98Q: 3 clusters Score -1.890855e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -18908550.000000 Penalty: 5810.652344
	Iteration 99Q: 3 clusters Score -1.890855e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -18908548.000000 Penalty: 5810.652344
	Iteration 100F: 3 clusters Score -1.890855e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 82677 members 
Entering Unmasked Estep 
Score: -18908552.000000 Penalty: 5810.652344
	Iteration 101Q: 3 clusters Score -1.890855e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -18908542.000000 Penalty: 5810.652344
	Iteration 102Q: 3 clusters Score -1.890854e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -18908546.000000 Penalty: 5810.652344
	Iteration 103Q: 3 clusters Score -1.890855e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -18908578.000000 Penalty: 5810.652344
	Iteration 104Q: 3 clusters Score -1.890858e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -18908592.000000 Penalty: 5810.652344
	Iteration 105Q: 3 clusters Score -1.890859e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -18908574.000000 Penalty: 5810.652344
	Iteration 106Q: 3 clusters Score -1.890857e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -18908556.000000 Penalty: 5810.652344
	Iteration 107Q: 3 clusters Score -1.890856e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -18908574.000000 Penalty: 5810.652344
	Iteration 108Q: 3 clusters Score -1.890857e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -18908548.000000 Penalty: 5810.652344
	Iteration 109Q: 3 clusters Score -1.890855e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -18908566.000000 Penalty: 5810.652344
	Iteration 110Q: 3 clusters Score -1.890857e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -18908548.000000 Penalty: 5810.652344
	Iteration 111Q: 3 clusters Score -1.890855e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -18908604.000000 Penalty: 5810.652344
	Iteration 112Q: 3 clusters Score -1.89086e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -18908632.000000 Penalty: 5810.652344
	Iteration 113Q: 3 clusters Score -1.890863e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -18908590.000000 Penalty: 5810.652344
	Iteration 114Q: 3 clusters Score -1.890859e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -18908590.000000 Penalty: 5810.652344
	Iteration 115Q: 3 clusters Score -1.890859e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -18908568.000000 Penalty: 5810.652344
	Iteration 116Q: 3 clusters Score -1.890857e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -18908602.000000 Penalty: 5810.652344
	Iteration 117Q: 3 clusters Score -1.89086e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -18908560.000000 Penalty: 5810.652344
	Iteration 118Q: 3 clusters Score -1.890856e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -18908568.000000 Penalty: 5810.652344
	Iteration 119Q: 3 clusters Score -1.890857e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -18908564.000000 Penalty: 5810.652344
	Iteration 120F: 3 clusters Score -1.890856e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -18908584.000000 Penalty: 5810.652344
	Iteration 121Q: 3 clusters Score -1.890858e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -18908596.000000 Penalty: 5810.652344
	Iteration 122Q: 3 clusters Score -1.89086e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -18908598.000000 Penalty: 5810.652344
	Iteration 123Q: 3 clusters Score -1.89086e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -18908656.000000 Penalty: 5810.652344
	Iteration 124Q: 3 clusters Score -1.890866e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -18908640.000000 Penalty: 5810.652344
	Iteration 125Q: 3 clusters Score -1.890864e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -18908652.000000 Penalty: 5810.652344
	Iteration 126Q: 3 clusters Score -1.890865e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -18908700.000000 Penalty: 5810.652344
	Iteration 127Q: 3 clusters Score -1.89087e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -18908734.000000 Penalty: 5810.652344
	Iteration 128Q: 3 clusters Score -1.890873e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -18908754.000000 Penalty: 5810.652344
	Iteration 129Q: 3 clusters Score -1.890875e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -18908812.000000 Penalty: 5810.652344
	Iteration 130Q: 3 clusters Score -1.890881e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -18908782.000000 Penalty: 5810.652344
	Iteration 131Q: 3 clusters Score -1.890878e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -18908814.000000 Penalty: 5810.652344
	Iteration 132Q: 3 clusters Score -1.890881e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -18908786.000000 Penalty: 5810.652344
	Iteration 133Q: 3 clusters Score -1.890879e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -18908830.000000 Penalty: 5810.652344
	Iteration 134Q: 3 clusters Score -1.890883e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -18908850.000000 Penalty: 5810.652344
	Iteration 135Q: 3 clusters Score -1.890885e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -18908876.000000 Penalty: 5810.652344
	Iteration 136Q: 3 clusters Score -1.890888e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -18908902.000000 Penalty: 5810.652344
	Iteration 137Q: 3 clusters Score -1.89089e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -18908924.000000 Penalty: 5810.652344
	Iteration 138Q: 3 clusters Score -1.890892e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -18908944.000000 Penalty: 5810.652344
	Iteration 139Q: 3 clusters Score -1.890894e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -18908974.000000 Penalty: 5810.652344
	Iteration 140F: 3 clusters Score -1.890897e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -18908962.000000 Penalty: 5810.652344
	Iteration 141Q: 3 clusters Score -1.890896e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -18908966.000000 Penalty: 5810.652344
	Iteration 142Q: 3 clusters Score -1.890897e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -18908954.000000 Penalty: 5810.652344
	Iteration 143Q: 3 clusters Score -1.890895e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -18909000.000000 Penalty: 5810.652344
	Iteration 144Q: 3 clusters Score -1.8909e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -18909022.000000 Penalty: 5810.652344
	Iteration 145Q: 3 clusters Score -1.890902e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -18909024.000000 Penalty: 5810.652344
	Iteration 146Q: 3 clusters Score -1.890902e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -18909036.000000 Penalty: 5810.652344
	Iteration 147Q: 3 clusters Score -1.890904e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -18909076.000000 Penalty: 5810.652344
	Iteration 148Q: 3 clusters Score -1.890908e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -18909088.000000 Penalty: 5810.652344
	Iteration 149Q: 3 clusters Score -1.890909e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -18909092.000000 Penalty: 5810.652344
	Iteration 150Q: 3 clusters Score -1.890909e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -18909074.000000 Penalty: 5810.652344
	Iteration 151Q: 3 clusters Score -1.890907e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -18909072.000000 Penalty: 5810.652344
	Iteration 152Q: 3 clusters Score -1.890907e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -18909072.000000 Penalty: 5810.652344
	Iteration 153Q: 3 clusters Score -1.890907e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -18909052.000000 Penalty: 5810.652344
	Iteration 154Q: 3 clusters Score -1.890905e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -18909072.000000 Penalty: 5810.652344
	Iteration 155Q: 3 clusters Score -1.890907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -18909042.000000 Penalty: 5810.652344
	Iteration 156Q: 3 clusters Score -1.890904e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -18909036.000000 Penalty: 5810.652344
	Iteration 157Q: 3 clusters Score -1.890904e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -18909068.000000 Penalty: 5810.652344
	Iteration 158Q: 3 clusters Score -1.890907e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -18909056.000000 Penalty: 5810.652344
	Iteration 159Q: 3 clusters Score -1.890906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18909056.000000 Penalty: 5810.652344
	Iteration 160F: 3 clusters Score -1.890906e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -18909064.000000 Penalty: 5810.652344
	Iteration 161Q: 3 clusters Score -1.890906e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -18909018.000000 Penalty: 5810.652344
	Iteration 162Q: 3 clusters Score -1.890902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -18909032.000000 Penalty: 5810.652344
	Iteration 163Q: 3 clusters Score -1.890903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -18909036.000000 Penalty: 5810.652344
	Iteration 164Q: 3 clusters Score -1.890904e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -18908992.000000 Penalty: 5810.652344
	Iteration 165Q: 3 clusters Score -1.890899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -18908998.000000 Penalty: 5810.652344
	Iteration 166Q: 3 clusters Score -1.8909e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -18908986.000000 Penalty: 5810.652344
	Iteration 167Q: 3 clusters Score -1.890899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -18908986.000000 Penalty: 5810.652344
	Iteration 168Q: 3 clusters Score -1.890899e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -18908986.000000 Penalty: 5810.652344
	Iteration 169Q: 3 clusters Score -1.890899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -18908992.000000 Penalty: 5810.652344
	Iteration 170Q: 3 clusters Score -1.890899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -18908972.000000 Penalty: 5810.652344
	Iteration 171Q: 3 clusters Score -1.890897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -18908938.000000 Penalty: 5810.652344
	Iteration 172Q: 3 clusters Score -1.890894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -18908928.000000 Penalty: 5810.652344
	Iteration 173Q: 3 clusters Score -1.890893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -18908938.000000 Penalty: 5810.652344
	Iteration 174Q: 3 clusters Score -1.890894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -18908930.000000 Penalty: 5810.652344
	Iteration 175Q: 3 clusters Score -1.890893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -18908916.000000 Penalty: 5810.652344
	Iteration 176Q: 3 clusters Score -1.890892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -18908896.000000 Penalty: 5810.652344
	Iteration 177Q: 3 clusters Score -1.89089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -18908892.000000 Penalty: 5810.652344
	Iteration 178Q: 3 clusters Score -1.890889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -18908886.000000 Penalty: 5810.652344
	Iteration 179Q: 3 clusters Score -1.890889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -18908880.000000 Penalty: 5810.652344
	Iteration 180F: 3 clusters Score -1.890888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -18908860.000000 Penalty: 5810.652344
	Iteration 181Q: 3 clusters Score -1.890886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -18908848.000000 Penalty: 5810.652344
	Iteration 182Q: 3 clusters Score -1.890885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -18908848.000000 Penalty: 5810.652344
	Iteration 183Q: 3 clusters Score -1.890885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -18908852.000000 Penalty: 5810.652344
	Iteration 184Q: 3 clusters Score -1.890885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -18908846.000000 Penalty: 5810.652344
	Iteration 185Q: 3 clusters Score -1.890885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -18908846.000000 Penalty: 5810.652344
	Iteration 186Q: 3 clusters Score -1.890885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -18908840.000000 Penalty: 5810.652344
	Iteration 187Q: 3 clusters Score -1.890884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -18908844.000000 Penalty: 5810.652344
	Iteration 188Q: 3 clusters Score -1.890884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -18908852.000000 Penalty: 5810.652344
	Iteration 189Q: 3 clusters Score -1.890885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -18908856.000000 Penalty: 5810.652344
	Iteration 190Q: 3 clusters Score -1.890886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -18908858.000000 Penalty: 5810.652344
	Iteration 191Q: 3 clusters Score -1.890886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -18908854.000000 Penalty: 5810.652344
	Iteration 192Q: 3 clusters Score -1.890885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -18908854.000000 Penalty: 5810.652344
	Iteration 193F: 3 clusters Score -1.890885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 118638 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Entering Unmasked Estep 
Score: -137632848.000000 Penalty: 68090.046875
Splitting cluster 2 changes total score from -137615408.000000 to -137632848.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -119453.375000 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -119453.4 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 502 members 
Entering Unmasked Estep 
Score: -117882.789062 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -117882.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118787.703125 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -118787.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119366.835938 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -119366.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120449.164062 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -120449.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123757.820312 Penalty: 3450.918701
	Iteration 4F: 3 clusters Score -123757.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126208.203125 Penalty: 3450.918701
	Iteration 5F: 3 clusters Score -126208.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -126964.890625 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -126964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127063.242188 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -127063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127093.078125 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -127093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127093.078125 Penalty: 3450.918701
	Iteration 9F: 3 clusters Score -127093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 118638 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Entering Unmasked Estep 
Score: -137638704.000000 Penalty: 71494.546875
Splitting cluster 3 changes total score from -137615408.000000 to -137638704.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (27816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Entering Unmasked Estep 
Score: -4305314.000000 Penalty: 2537.875000
	Iteration 0F: 2 clusters Score -4305314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4285992.000000 Penalty: 5075.750000
	Iteration 0F: 3 clusters Score -4285992 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4292748.500000 Penalty: 5075.750000
	Iteration 1F: 3 clusters Score -4292748 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4293190.500000 Penalty: 5075.750000
	Iteration 2Q: 3 clusters Score -4293190 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4293610.500000 Penalty: 5075.750000
	Iteration 3Q: 3 clusters Score -4293610 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4294063.500000 Penalty: 5075.750000
	Iteration 4Q: 3 clusters Score -4294064 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4294531.000000 Penalty: 5075.750000
	Iteration 5Q: 3 clusters Score -4294531 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4295117.500000 Penalty: 5075.750000
	Iteration 6Q: 3 clusters Score -4295118 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4295898.500000 Penalty: 5075.750000
	Iteration 7Q: 3 clusters Score -4295898 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4296757.500000 Penalty: 5075.750000
	Iteration 8Q: 3 clusters Score -4296758 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4297667.000000 Penalty: 5075.750000
	Iteration 9Q: 3 clusters Score -4297667 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4298465.000000 Penalty: 5075.750000
	Iteration 10Q: 3 clusters Score -4298465 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4299036.500000 Penalty: 5075.750000
	Iteration 11Q: 3 clusters Score -4299036 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4299454.500000 Penalty: 5075.750000
	Iteration 12Q: 3 clusters Score -4299454 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4299725.500000 Penalty: 5075.750000
	Iteration 13Q: 3 clusters Score -4299726 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4299912.500000 Penalty: 5075.750000
	Iteration 14Q: 3 clusters Score -4299912 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4300079.500000 Penalty: 5075.750000
	Iteration 15Q: 3 clusters Score -4300080 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4300215.000000 Penalty: 5075.750000
	Iteration 16Q: 3 clusters Score -4300215 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4300356.500000 Penalty: 5075.750000
	Iteration 17Q: 3 clusters Score -4300356 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4300483.000000 Penalty: 5075.750000
	Iteration 18Q: 3 clusters Score -4300483 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4300616.500000 Penalty: 5075.750000
	Iteration 19Q: 3 clusters Score -4300616 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4300744.500000 Penalty: 5075.750000
	Iteration 20F: 3 clusters Score -4300744 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4300853.000000 Penalty: 5075.750000
	Iteration 21Q: 3 clusters Score -4300853 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4301006.500000 Penalty: 5075.750000
	Iteration 22Q: 3 clusters Score -4301006 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4301149.500000 Penalty: 5075.750000
	Iteration 23Q: 3 clusters Score -4301150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4301306.000000 Penalty: 5075.750000
	Iteration 24Q: 3 clusters Score -4301306 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4301488.000000 Penalty: 5075.750000
	Iteration 25Q: 3 clusters Score -4301488 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4301658.500000 Penalty: 5075.750000
	Iteration 26Q: 3 clusters Score -4301658 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4301805.000000 Penalty: 5075.750000
	Iteration 27Q: 3 clusters Score -4301805 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4301972.000000 Penalty: 5075.750000
	Iteration 28Q: 3 clusters Score -4301972 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4302122.000000 Penalty: 5075.750000
	Iteration 29Q: 3 clusters Score -4302122 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4302280.500000 Penalty: 5075.750000
	Iteration 30Q: 3 clusters Score -4302280 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4302448.000000 Penalty: 5075.750000
	Iteration 31Q: 3 clusters Score -4302448 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4302596.500000 Penalty: 5075.750000
	Iteration 32Q: 3 clusters Score -4302596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4302715.500000 Penalty: 5075.750000
	Iteration 33Q: 3 clusters Score -4302716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -4302783.000000 Penalty: 5075.750000
	Iteration 34Q: 3 clusters Score -4302783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4302839.000000 Penalty: 5075.750000
	Iteration 35Q: 3 clusters Score -4302839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4302909.500000 Penalty: 5075.750000
	Iteration 36Q: 3 clusters Score -4302910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4302962.000000 Penalty: 5075.750000
	Iteration 37Q: 3 clusters Score -4302962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4302995.500000 Penalty: 5075.750000
	Iteration 38Q: 3 clusters Score -4302996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4303023.000000 Penalty: 5075.750000
	Iteration 39Q: 3 clusters Score -4303023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4303040.500000 Penalty: 5075.750000
	Iteration 40F: 3 clusters Score -4303040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4303052.500000 Penalty: 5075.750000
	Iteration 41Q: 3 clusters Score -4303052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4303065.000000 Penalty: 5075.750000
	Iteration 42Q: 3 clusters Score -4303065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4303079.500000 Penalty: 5075.750000
	Iteration 43Q: 3 clusters Score -4303080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4303084.000000 Penalty: 5075.750000
	Iteration 44Q: 3 clusters Score -4303084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4303100.000000 Penalty: 5075.750000
	Iteration 45Q: 3 clusters Score -4303100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4303106.500000 Penalty: 5075.750000
	Iteration 46Q: 3 clusters Score -4303106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4303112.000000 Penalty: 5075.750000
	Iteration 47Q: 3 clusters Score -4303112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4303120.000000 Penalty: 5075.750000
	Iteration 48Q: 3 clusters Score -4303120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4303122.000000 Penalty: 5075.750000
	Iteration 49Q: 3 clusters Score -4303122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4303137.500000 Penalty: 5075.750000
	Iteration 50Q: 3 clusters Score -4303138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4303145.000000 Penalty: 5075.750000
	Iteration 51Q: 3 clusters Score -4303145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4303148.500000 Penalty: 5075.750000
	Iteration 52Q: 3 clusters Score -4303148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4303151.000000 Penalty: 5075.750000
	Iteration 53Q: 3 clusters Score -4303151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4303147.500000 Penalty: 5075.750000
	Iteration 54Q: 3 clusters Score -4303148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4303149.000000 Penalty: 5075.750000
	Iteration 55Q: 3 clusters Score -4303149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4303149.000000 Penalty: 5075.750000
	Iteration 56F: 3 clusters Score -4303149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1684153.000000 Penalty: 2314.869141
	Iteration 0F: 2 clusters Score -1684153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1675618.750000 Penalty: 4629.738281
	Iteration 0F: 3 clusters Score -1675619 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1678222.125000 Penalty: 4629.738281
	Iteration 1F: 3 clusters Score -1678222 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1678577.500000 Penalty: 4629.738281
	Iteration 2F: 3 clusters Score -1678578 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1678893.875000 Penalty: 4629.738281
	Iteration 3F: 3 clusters Score -1678894 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1679213.375000 Penalty: 4629.738281
	Iteration 4F: 3 clusters Score -1679213 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1679569.500000 Penalty: 4629.738281
	Iteration 5Q: 3 clusters Score -1679570 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1680030.500000 Penalty: 4629.738281
	Iteration 6F: 3 clusters Score -1680030 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1680601.500000 Penalty: 4629.738281
	Iteration 7F: 3 clusters Score -1680602 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1681273.000000 Penalty: 4629.738281
	Iteration 8F: 3 clusters Score -1681273 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1681929.250000 Penalty: 4629.738281
	Iteration 9F: 3 clusters Score -1681929 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1682619.000000 Penalty: 4629.738281
	Iteration 10F: 3 clusters Score -1682619 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1683240.000000 Penalty: 4629.738281
	Iteration 11Q: 3 clusters Score -1683240 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1683556.000000 Penalty: 4629.738281
	Iteration 12Q: 3 clusters Score -1683556 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1683713.250000 Penalty: 4629.738281
	Iteration 13Q: 3 clusters Score -1683713 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1683818.125000 Penalty: 4629.738281
	Iteration 14Q: 3 clusters Score -1683818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1683881.500000 Penalty: 4629.738281
	Iteration 15Q: 3 clusters Score -1683882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1683912.625000 Penalty: 4629.738281
	Iteration 16Q: 3 clusters Score -1683913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1683939.750000 Penalty: 4629.738281
	Iteration 17Q: 3 clusters Score -1683940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1683958.625000 Penalty: 4629.738281
	Iteration 18Q: 3 clusters Score -1683959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1683978.875000 Penalty: 4629.738281
	Iteration 19Q: 3 clusters Score -1683979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1683987.125000 Penalty: 4629.738281
	Iteration 20F: 3 clusters Score -1683987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1684010.000000 Penalty: 4629.738281
	Iteration 21Q: 3 clusters Score -1684010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1684018.500000 Penalty: 4629.738281
	Iteration 22Q: 3 clusters Score -1684018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1684024.125000 Penalty: 4629.738281
	Iteration 23Q: 3 clusters Score -1684024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1684034.125000 Penalty: 4629.738281
	Iteration 24Q: 3 clusters Score -1684034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1684039.125000 Penalty: 4629.738281
	Iteration 25Q: 3 clusters Score -1684039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1684039.875000 Penalty: 4629.738281
	Iteration 26Q: 3 clusters Score -1684040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1684038.375000 Penalty: 4629.738281
	Iteration 27Q: 3 clusters Score -1684038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1684043.250000 Penalty: 4629.738281
	Iteration 28Q: 3 clusters Score -1684043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1684038.750000 Penalty: 4629.738281
	Iteration 29Q: 3 clusters Score -1684039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1684039.750000 Penalty: 4629.738281
	Iteration 30Q: 3 clusters Score -1684040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1684040.125000 Penalty: 4629.738281
	Iteration 31Q: 3 clusters Score -1684040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1684040.750000 Penalty: 4629.738281
	Iteration 32Q: 3 clusters Score -1684041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1684040.750000 Penalty: 4629.738281
	Iteration 33F: 3 clusters Score -1684041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118638 members 
Entering Unmasked Estep 
Score: -18254670.000000 Penalty: 2897.590332
	Iteration 0F: 2 clusters Score -1.825467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -18192000.000000 Penalty: 5795.180664
	Iteration 0F: 3 clusters Score -1.8192e+07 nChanged 56135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -18224194.000000 Penalty: 5795.180664
	Iteration 1F: 3 clusters Score -1.822419e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -18225084.000000 Penalty: 5795.180664
	Iteration 2Q: 3 clusters Score -1.822508e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -18226406.000000 Penalty: 5795.180664
	Iteration 3Q: 3 clusters Score -1.822641e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -18228348.000000 Penalty: 5795.180664
	Iteration 4Q: 3 clusters Score -1.822835e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -18231550.000000 Penalty: 5795.180664
	Iteration 5Q: 3 clusters Score -1.823155e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -18235806.000000 Penalty: 5795.180664
	Iteration 6F: 3 clusters Score -1.823581e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -18240674.000000 Penalty: 5795.180664
	Iteration 7F: 3 clusters Score -1.824067e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -18246218.000000 Penalty: 5795.180664
	Iteration 8F: 3 clusters Score -1.824622e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -18250690.000000 Penalty: 5795.180664
	Iteration 9F: 3 clusters Score -1.825069e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -18253954.000000 Penalty: 5795.180664
	Iteration 10Q: 3 clusters Score -1.825395e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -18255856.000000 Penalty: 5795.180664
	Iteration 11Q: 3 clusters Score -1.825586e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -18256978.000000 Penalty: 5795.180664
	Iteration 12Q: 3 clusters Score -1.825698e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -18257594.000000 Penalty: 5795.180664
	Iteration 13Q: 3 clusters Score -1.825759e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -18258012.000000 Penalty: 5795.180664
	Iteration 14Q: 3 clusters Score -1.825801e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -18258296.000000 Penalty: 5795.180664
	Iteration 15Q: 3 clusters Score -1.82583e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -18258666.000000 Penalty: 5795.180664
	Iteration 16Q: 3 clusters Score -1.825867e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -18258878.000000 Penalty: 5795.180664
	Iteration 17Q: 3 clusters Score -1.825888e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -18259040.000000 Penalty: 5795.180664
	Iteration 18Q: 3 clusters Score -1.825904e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -18259164.000000 Penalty: 5795.180664
	Iteration 19Q: 3 clusters Score -1.825916e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -18259160.000000 Penalty: 5795.180664
	Iteration 20F: 3 clusters Score -1.825916e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -18259302.000000 Penalty: 5795.180664
	Iteration 21Q: 3 clusters Score -1.82593e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -18259290.000000 Penalty: 5795.180664
	Iteration 22Q: 3 clusters Score -1.825929e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -18259366.000000 Penalty: 5795.180664
	Iteration 23Q: 3 clusters Score -1.825937e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -18259334.000000 Penalty: 5795.180664
	Iteration 24Q: 3 clusters Score -1.825933e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -18259330.000000 Penalty: 5795.180664
	Iteration 25Q: 3 clusters Score -1.825933e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -18259260.000000 Penalty: 5795.180664
	Iteration 26Q: 3 clusters Score -1.825926e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
Score: -18259228.000000 Penalty: 5795.180664
	Iteration 27Q: 3 clusters Score -1.825923e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -18259138.000000 Penalty: 5795.180664
	Iteration 28Q: 3 clusters Score -1.825914e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -18259096.000000 Penalty: 5795.180664
	Iteration 29Q: 3 clusters Score -1.82591e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -18259138.000000 Penalty: 5795.180664
	Iteration 30Q: 3 clusters Score -1.825914e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -18259052.000000 Penalty: 5795.180664
	Iteration 31Q: 3 clusters Score -1.825905e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -18259008.000000 Penalty: 5795.180664
	Iteration 32Q: 3 clusters Score -1.825901e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -18259012.000000 Penalty: 5795.180664
	Iteration 33Q: 3 clusters Score -1.825901e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -18258916.000000 Penalty: 5795.180664
	Iteration 34Q: 3 clusters Score -1.825892e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -18258906.000000 Penalty: 5795.180664
	Iteration 35Q: 3 clusters Score -1.825891e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -18258940.000000 Penalty: 5795.180664
	Iteration 36Q: 3 clusters Score -1.825894e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -18258872.000000 Penalty: 5795.180664
	Iteration 37Q: 3 clusters Score -1.825887e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -18258880.000000 Penalty: 5795.180664
	Iteration 38Q: 3 clusters Score -1.825888e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -18258866.000000 Penalty: 5795.180664
	Iteration 39Q: 3 clusters Score -1.825887e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -18258828.000000 Penalty: 5795.180664
	Iteration 40F: 3 clusters Score -1.825883e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -18258768.000000 Penalty: 5795.180664
	Iteration 41Q: 3 clusters Score -1.825877e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -18258750.000000 Penalty: 5795.180664
	Iteration 42Q: 3 clusters Score -1.825875e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -18258754.000000 Penalty: 5795.180664
	Iteration 43Q: 3 clusters Score -1.825875e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -18258744.000000 Penalty: 5795.180664
	Iteration 44Q: 3 clusters Score -1.825874e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -18258730.000000 Penalty: 5795.180664
	Iteration 45Q: 3 clusters Score -1.825873e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -18258690.000000 Penalty: 5795.180664
	Iteration 46Q: 3 clusters Score -1.825869e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -18258602.000000 Penalty: 5795.180664
	Iteration 47Q: 3 clusters Score -1.82586e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -18258568.000000 Penalty: 5795.180664
	Iteration 48Q: 3 clusters Score -1.825857e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -18258544.000000 Penalty: 5795.180664
	Iteration 49Q: 3 clusters Score -1.825854e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -18258496.000000 Penalty: 5795.180664
	Iteration 50Q: 3 clusters Score -1.82585e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -18258536.000000 Penalty: 5795.180664
	Iteration 51Q: 3 clusters Score -1.825854e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -18258524.000000 Penalty: 5795.180664
	Iteration 52Q: 3 clusters Score -1.825852e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -18258494.000000 Penalty: 5795.180664
	Iteration 53Q: 3 clusters Score -1.825849e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -18258510.000000 Penalty: 5795.180664
	Iteration 54Q: 3 clusters Score -1.825851e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -18258484.000000 Penalty: 5795.180664
	Iteration 55Q: 3 clusters Score -1.825848e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -18258460.000000 Penalty: 5795.180664
	Iteration 56Q: 3 clusters Score -1.825846e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -18258472.000000 Penalty: 5795.180664
	Iteration 57Q: 3 clusters Score -1.825847e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -18258464.000000 Penalty: 5795.180664
	Iteration 58Q: 3 clusters Score -1.825846e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -18258462.000000 Penalty: 5795.180664
	Iteration 59Q: 3 clusters Score -1.825846e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -18258506.000000 Penalty: 5795.180664
	Iteration 60F: 3 clusters Score -1.825851e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -18258534.000000 Penalty: 5795.180664
	Iteration 61Q: 3 clusters Score -1.825853e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -18258512.000000 Penalty: 5795.180664
	Iteration 62Q: 3 clusters Score -1.825851e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.825849e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -18258468.000000 Penalty: 5795.180664
	Iteration 64Q: 3 clusters Score -1.825847e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -18258448.000000 Penalty: 5795.180664
	Iteration 65Q: 3 clusters Score -1.825845e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -18258476.000000 Penalty: 5795.180664
	Iteration 66Q: 3 clusters Score -1.825848e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -18258478.000000 Penalty: 5795.180664
	Iteration 67Q: 3 clusters Score -1.825848e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -18258486.000000 Penalty: 5795.180664
	Iteration 68Q: 3 clusters Score -1.825849e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -18258490.000000 Penalty: 5795.180664
	Iteration 69Q: 3 clusters Score -1.825849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -18258476.000000 Penalty: 5795.180664
	Iteration 70Q: 3 clusters Score -1.825848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -18258482.000000 Penalty: 5795.180664
	Iteration 71Q: 3 clusters Score -1.825848e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -18258494.000000 Penalty: 5795.180664
	Iteration 72Q: 3 clusters Score -1.825849e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -18258488.000000 Penalty: 5795.180664
	Iteration 73Q: 3 clusters Score -1.825849e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 105329 members 
Entering Unmasked Estep 
Score: -18258492.000000 Penalty: 5795.180664
	Iteration 74Q: 3 clusters Score -1.825849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -18258488.000000 Penalty: 5795.180664
	Iteration 75Q: 3 clusters Score -1.825849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -18258490.000000 Penalty: 5795.180664
	Iteration 76Q: 3 clusters Score -1.825849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -18258502.000000 Penalty: 5795.180664
	Iteration 77Q: 3 clusters Score -1.82585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -18258492.000000 Penalty: 5795.180664
	Iteration 78Q: 3 clusters Score -1.825849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -18258498.000000 Penalty: 5795.180664
	Iteration 79Q: 3 clusters Score -1.82585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -18258504.000000 Penalty: 5795.180664
	Iteration 80F: 3 clusters Score -1.82585e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -18258538.000000 Penalty: 5795.180664
	Iteration 81Q: 3 clusters Score -1.825854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -18258548.000000 Penalty: 5795.180664
	Iteration 82Q: 3 clusters Score -1.825855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -18258542.000000 Penalty: 5795.180664
	Iteration 83Q: 3 clusters Score -1.825854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 84Q: 3 clusters Score -1.825855e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -18258558.000000 Penalty: 5795.180664
	Iteration 85Q: 3 clusters Score -1.825856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 86Q: 3 clusters Score -1.825855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 105456 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 87Q: 3 clusters Score -1.825855e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -18258530.000000 Penalty: 5795.180664
	Iteration 88Q: 3 clusters Score -1.825853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -18258552.000000 Penalty: 5795.180664
	Iteration 89Q: 3 clusters Score -1.825855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -18258560.000000 Penalty: 5795.180664
	Iteration 90Q: 3 clusters Score -1.825856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -18258548.000000 Penalty: 5795.180664
	Iteration 91Q: 3 clusters Score -1.825855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -18258544.000000 Penalty: 5795.180664
	Iteration 92Q: 3 clusters Score -1.825854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -18258544.000000 Penalty: 5795.180664
	Iteration 93Q: 3 clusters Score -1.825854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -18258548.000000 Penalty: 5795.180664
	Iteration 94Q: 3 clusters Score -1.825855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -18258548.000000 Penalty: 5795.180664
	Iteration 95Q: 3 clusters Score -1.825855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -18258550.000000 Penalty: 5795.180664
	Iteration 96Q: 3 clusters Score -1.825855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -18258554.000000 Penalty: 5795.180664
	Iteration 97Q: 3 clusters Score -1.825855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -18258572.000000 Penalty: 5795.180664
	Iteration 98Q: 3 clusters Score -1.825857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -18258568.000000 Penalty: 5795.180664
	Iteration 99Q: 3 clusters Score -1.825857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -18258562.000000 Penalty: 5795.180664
	Iteration 100F: 3 clusters Score -1.825856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 101Q: 3 clusters Score -1.825855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -18258554.000000 Penalty: 5795.180664
	Iteration 102Q: 3 clusters Score -1.825855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -18258532.000000 Penalty: 5795.180664
	Iteration 103Q: 3 clusters Score -1.825853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -18258524.000000 Penalty: 5795.180664
	Iteration 104Q: 3 clusters Score -1.825852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -18258536.000000 Penalty: 5795.180664
	Iteration 105Q: 3 clusters Score -1.825854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -18258534.000000 Penalty: 5795.180664
	Iteration 106Q: 3 clusters Score -1.825853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -18258530.000000 Penalty: 5795.180664
	Iteration 107Q: 3 clusters Score -1.825853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -18258532.000000 Penalty: 5795.180664
	Iteration 108Q: 3 clusters Score -1.825853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -18258540.000000 Penalty: 5795.180664
	Iteration 109Q: 3 clusters Score -1.825854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -18258552.000000 Penalty: 5795.180664
	Iteration 110Q: 3 clusters Score -1.825855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -18258540.000000 Penalty: 5795.180664
	Iteration 111Q: 3 clusters Score -1.825854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -18258536.000000 Penalty: 5795.180664
	Iteration 112Q: 3 clusters Score -1.825854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -18258536.000000 Penalty: 5795.180664
	Iteration 113Q: 3 clusters Score -1.825854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -18258544.000000 Penalty: 5795.180664
	Iteration 114Q: 3 clusters Score -1.825854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 115Q: 3 clusters Score -1.825855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -18258540.000000 Penalty: 5795.180664
	Iteration 116Q: 3 clusters Score -1.825854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -18258554.000000 Penalty: 5795.180664
	Iteration 117Q: 3 clusters Score -1.825855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -18258546.000000 Penalty: 5795.180664
	Iteration 118Q: 3 clusters Score -1.825855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -18258542.000000 Penalty: 5795.180664
	Iteration 119Q: 3 clusters Score -1.825854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -18258542.000000 Penalty: 5795.180664
	Iteration 120F: 3 clusters Score -1.825854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -18258542.000000 Penalty: 5795.180664
	Iteration 121Q: 3 clusters Score -1.825854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -18258528.000000 Penalty: 5795.180664
	Iteration 122Q: 3 clusters Score -1.825853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -18258522.000000 Penalty: 5795.180664
	Iteration 123Q: 3 clusters Score -1.825852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -18258522.000000 Penalty: 5795.180664
	Iteration 124F: 3 clusters Score -1.825852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105560 members 
Entering Unmasked Estep 
Score: -137642688.000000 Penalty: 74899.046875
Splitting cluster 6 changes total score from -137615408.000000 to -137642688.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (23791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Entering Unmasked Estep 
Score: -3623098.750000 Penalty: 2499.111572
	Iteration 0F: 2 clusters Score -3623099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3606464.000000 Penalty: 4998.223145
	Iteration 0F: 3 clusters Score -3606464 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3612124.000000 Penalty: 4998.223145
	Iteration 1F: 3 clusters Score -3612124 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3612539.500000 Penalty: 4998.223145
	Iteration 2F: 3 clusters Score -3612540 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3612890.250000 Penalty: 4998.223145
	Iteration 3Q: 3 clusters Score -3612890 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3613250.250000 Penalty: 4998.223145
	Iteration 4Q: 3 clusters Score -3613250 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3613650.500000 Penalty: 4998.223145
	Iteration 5Q: 3 clusters Score -3613650 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3614196.500000 Penalty: 4998.223145
	Iteration 6Q: 3 clusters Score -3614196 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3614958.750000 Penalty: 4998.223145
	Iteration 7F: 3 clusters Score -3614959 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3615908.000000 Penalty: 4998.223145
	Iteration 8F: 3 clusters Score -3615908 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3617099.000000 Penalty: 4998.223145
	Iteration 9F: 3 clusters Score -3617099 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3618256.000000 Penalty: 4998.223145
	Iteration 10F: 3 clusters Score -3618256 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3619325.000000 Penalty: 4998.223145
	Iteration 11F: 3 clusters Score -3619325 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3619998.750000 Penalty: 4998.223145
	Iteration 12Q: 3 clusters Score -3619999 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3620401.500000 Penalty: 4998.223145
	Iteration 13Q: 3 clusters Score -3620402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3620623.250000 Penalty: 4998.223145
	Iteration 14Q: 3 clusters Score -3620623 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3620736.000000 Penalty: 4998.223145
	Iteration 15Q: 3 clusters Score -3620736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3620801.500000 Penalty: 4998.223145
	Iteration 16Q: 3 clusters Score -3620802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3620845.000000 Penalty: 4998.223145
	Iteration 17Q: 3 clusters Score -3620845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3620867.500000 Penalty: 4998.223145
	Iteration 18Q: 3 clusters Score -3620868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3620884.250000 Penalty: 4998.223145
	Iteration 19Q: 3 clusters Score -3620884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3620889.750000 Penalty: 4998.223145
	Iteration 20F: 3 clusters Score -3620890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3620896.000000 Penalty: 4998.223145
	Iteration 21Q: 3 clusters Score -3620896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3620901.250000 Penalty: 4998.223145
	Iteration 22Q: 3 clusters Score -3620901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3620919.000000 Penalty: 4998.223145
	Iteration 23Q: 3 clusters Score -3620919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3620925.750000 Penalty: 4998.223145
	Iteration 24Q: 3 clusters Score -3620926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3620926.500000 Penalty: 4998.223145
	Iteration 25Q: 3 clusters Score -3620926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3620926.500000 Penalty: 4998.223145
	Iteration 26F: 3 clusters Score -3620926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Entering Unmasked Estep 
Score: -1996255.625000 Penalty: 2357.485840
	Iteration 0F: 2 clusters Score -1996256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1986411.750000 Penalty: 4714.971680
	Iteration 0F: 3 clusters Score -1986412 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1989698.375000 Penalty: 4714.971680
	Iteration 1F: 3 clusters Score -1989698 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1990397.000000 Penalty: 4714.971680
	Iteration 2F: 3 clusters Score -1990397 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1991043.375000 Penalty: 4714.971680
	Iteration 3F: 3 clusters Score -1991043 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1991648.625000 Penalty: 4714.971680
	Iteration 4F: 3 clusters Score -1991649 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1992228.875000 Penalty: 4714.971680
	Iteration 5F: 3 clusters Score -1992229 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1992793.875000 Penalty: 4714.971680
	Iteration 6F: 3 clusters Score -1992794 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1993293.000000 Penalty: 4714.971680
	Iteration 7F: 3 clusters Score -1993293 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1993735.875000 Penalty: 4714.971680
	Iteration 8Q: 3 clusters Score -1993736 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1994118.750000 Penalty: 4714.971680
	Iteration 9Q: 3 clusters Score -1994119 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1994421.000000 Penalty: 4714.971680
	Iteration 10Q: 3 clusters Score -1994421 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1994599.125000 Penalty: 4714.971680
	Iteration 11Q: 3 clusters Score -1994599 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1994726.625000 Penalty: 4714.971680
	Iteration 12Q: 3 clusters Score -1994727 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1994821.875000 Penalty: 4714.971680
	Iteration 13Q: 3 clusters Score -1994822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1994901.500000 Penalty: 4714.971680
	Iteration 14Q: 3 clusters Score -1994902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1994964.750000 Penalty: 4714.971680
	Iteration 15Q: 3 clusters Score -1994965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1995003.875000 Penalty: 4714.971680
	Iteration 16Q: 3 clusters Score -1995004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1995036.000000 Penalty: 4714.971680
	Iteration 17Q: 3 clusters Score -1995036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1995057.250000 Penalty: 4714.971680
	Iteration 18Q: 3 clusters Score -1995057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1995073.000000 Penalty: 4714.971680
	Iteration 19Q: 3 clusters Score -1995073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1995088.125000 Penalty: 4714.971680
	Iteration 20F: 3 clusters Score -1995088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1995097.500000 Penalty: 4714.971680
	Iteration 21Q: 3 clusters Score -1995098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1995109.125000 Penalty: 4714.971680
	Iteration 22Q: 3 clusters Score -1995109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1995112.875000 Penalty: 4714.971680
	Iteration 23Q: 3 clusters Score -1995113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1995118.500000 Penalty: 4714.971680
	Iteration 24Q: 3 clusters Score -1995118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1995118.750000 Penalty: 4714.971680
	Iteration 25Q: 3 clusters Score -1995119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1995124.000000 Penalty: 4714.971680
	Iteration 26Q: 3 clusters Score -1995124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1995126.625000 Penalty: 4714.971680
	Iteration 27Q: 3 clusters Score -1995127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1995129.750000 Penalty: 4714.971680
	Iteration 28Q: 3 clusters Score -1995130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1995135.250000 Penalty: 4714.971680
	Iteration 29Q: 3 clusters Score -1995135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1995135.125000 Penalty: 4714.971680
	Iteration 30Q: 3 clusters Score -1995135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1995133.250000 Penalty: 4714.971680
	Iteration 31Q: 3 clusters Score -1995133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1995136.875000 Penalty: 4714.971680
	Iteration 32Q: 3 clusters Score -1995137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1995136.250000 Penalty: 4714.971680
	Iteration 33Q: 3 clusters Score -1995136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1995136.250000 Penalty: 4714.971680
	Iteration 34F: 3 clusters Score -1995136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Entering Unmasked Estep 
Score: -1891663.250000 Penalty: 2364.023193
	Iteration 0F: 2 clusters Score -1891663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1881621.750000 Penalty: 4728.046387
	Iteration 0F: 3 clusters Score -1881622 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1885038.375000 Penalty: 4728.046387
	Iteration 1F: 3 clusters Score -1885038 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1885974.000000 Penalty: 4728.046387
	Iteration 2F: 3 clusters Score -1885974 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1887325.000000 Penalty: 4728.046387
	Iteration 3F: 3 clusters Score -1887325 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1888668.125000 Penalty: 4728.046387
	Iteration 4F: 3 clusters Score -1888668 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1889767.750000 Penalty: 4728.046387
	Iteration 5F: 3 clusters Score -1889768 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1890576.500000 Penalty: 4728.046387
	Iteration 6F: 3 clusters Score -1890576 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1891168.000000 Penalty: 4728.046387
	Iteration 7F: 3 clusters Score -1891168 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1891563.000000 Penalty: 4728.046387
	Iteration 8Q: 3 clusters Score -1891563 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1891807.875000 Penalty: 4728.046387
	Iteration 9Q: 3 clusters Score -1891808 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1891957.500000 Penalty: 4728.046387
	Iteration 10Q: 3 clusters Score -1891958 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1892057.875000 Penalty: 4728.046387
	Iteration 11Q: 3 clusters Score -1892058 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1892132.625000 Penalty: 4728.046387
	Iteration 12Q: 3 clusters Score -1892133 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1892195.250000 Penalty: 4728.046387
	Iteration 13Q: 3 clusters Score -1892195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1892240.500000 Penalty: 4728.046387
	Iteration 14Q: 3 clusters Score -1892240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1892273.375000 Penalty: 4728.046387
	Iteration 15Q: 3 clusters Score -1892273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1892296.375000 Penalty: 4728.046387
	Iteration 16Q: 3 clusters Score -1892296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1892304.625000 Penalty: 4728.046387
	Iteration 17Q: 3 clusters Score -1892305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1892315.000000 Penalty: 4728.046387
	Iteration 18Q: 3 clusters Score -1892315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1892321.250000 Penalty: 4728.046387
	Iteration 19Q: 3 clusters Score -1892321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1892324.625000 Penalty: 4728.046387
	Iteration 20F: 3 clusters Score -1892325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1892333.375000 Penalty: 4728.046387
	Iteration 21Q: 3 clusters Score -1892333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1892330.875000 Penalty: 4728.046387
	Iteration 22Q: 3 clusters Score -1892331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1892331.500000 Penalty: 4728.046387
	Iteration 23Q: 3 clusters Score -1892332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1892332.125000 Penalty: 4728.046387
	Iteration 24Q: 3 clusters Score -1892332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1892332.375000 Penalty: 4728.046387
	Iteration 25Q: 3 clusters Score -1892332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1892333.250000 Penalty: 4728.046387
	Iteration 26Q: 3 clusters Score -1892333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1892334.500000 Penalty: 4728.046387
	Iteration 27Q: 3 clusters Score -1892334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1892332.375000 Penalty: 4728.046387
	Iteration 28Q: 3 clusters Score -1892332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1892333.250000 Penalty: 4728.046387
	Iteration 29Q: 3 clusters Score -1892333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1892334.750000 Penalty: 4728.046387
	Iteration 30Q: 3 clusters Score -1892335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1892334.625000 Penalty: 4728.046387
	Iteration 31Q: 3 clusters Score -1892335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1892334.125000 Penalty: 4728.046387
	Iteration 32Q: 3 clusters Score -1892334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1892334.125000 Penalty: 4728.046387
	Iteration 33F: 3 clusters Score -1892334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105560 members 
Mstep: Class 23 contains 12106 members 
Entering Unmasked Estep 
Score: -137642512.000000 Penalty: 78303.554688
Splitting cluster 9 changes total score from -137615408.000000 to -137642512.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (51336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Entering Unmasked Estep 
Score: -7897398.500000 Penalty: 2689.844482
	Iteration 0F: 2 clusters Score -7897398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -7862905.500000 Penalty: 5379.688965
	Iteration 0F: 3 clusters Score -7862906 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -7876073.500000 Penalty: 5379.688965
	Iteration 1F: 3 clusters Score -7876074 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -7876584.500000 Penalty: 5379.688965
	Iteration 2Q: 3 clusters Score -7876584 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -7877107.000000 Penalty: 5379.688965
	Iteration 3Q: 3 clusters Score -7877107 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -7877569.500000 Penalty: 5379.688965
	Iteration 4Q: 3 clusters Score -7877570 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -7878211.500000 Penalty: 5379.688965
	Iteration 5Q: 3 clusters Score -7878212 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -7879115.500000 Penalty: 5379.688965
	Iteration 6Q: 3 clusters Score -7879116 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -7880340.500000 Penalty: 5379.688965
	Iteration 7Q: 3 clusters Score -7880340 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -7882135.500000 Penalty: 5379.688965
	Iteration 8F: 3 clusters Score -7882136 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -7884656.000000 Penalty: 5379.688965
	Iteration 9F: 3 clusters Score -7884656 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -7887534.000000 Penalty: 5379.688965
	Iteration 10F: 3 clusters Score -7887534 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -7889826.500000 Penalty: 5379.688965
	Iteration 11F: 3 clusters Score -7889826 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -7891183.000000 Penalty: 5379.688965
	Iteration 12Q: 3 clusters Score -7891183 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7891782.000000 Penalty: 5379.688965
	Iteration 13Q: 3 clusters Score -7891782 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7892168.000000 Penalty: 5379.688965
	Iteration 14Q: 3 clusters Score -7892168 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7892542.500000 Penalty: 5379.688965
	Iteration 15Q: 3 clusters Score -7892542 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7892882.000000 Penalty: 5379.688965
	Iteration 16Q: 3 clusters Score -7892882 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7893084.000000 Penalty: 5379.688965
	Iteration 17Q: 3 clusters Score -7893084 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7893311.000000 Penalty: 5379.688965
	Iteration 18Q: 3 clusters Score -7893311 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -7893464.500000 Penalty: 5379.688965
	Iteration 19Q: 3 clusters Score -7893464 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -7893625.500000 Penalty: 5379.688965
	Iteration 20F: 3 clusters Score -7893626 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -7893747.000000 Penalty: 5379.688965
	Iteration 21Q: 3 clusters Score -7893747 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -7893879.500000 Penalty: 5379.688965
	Iteration 22Q: 3 clusters Score -7893880 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -7893964.500000 Penalty: 5379.688965
	Iteration 23Q: 3 clusters Score -7893964 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -7894051.000000 Penalty: 5379.688965
	Iteration 24Q: 3 clusters Score -7894051 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -7894129.000000 Penalty: 5379.688965
	Iteration 25Q: 3 clusters Score -7894129 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -7894158.500000 Penalty: 5379.688965
	Iteration 26Q: 3 clusters Score -7894158 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -7894237.000000 Penalty: 5379.688965
	Iteration 27Q: 3 clusters Score -7894237 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -7894303.000000 Penalty: 5379.688965
	Iteration 28Q: 3 clusters Score -7894303 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -7894369.000000 Penalty: 5379.688965
	Iteration 29Q: 3 clusters Score -7894369 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -7894449.000000 Penalty: 5379.688965
	Iteration 30Q: 3 clusters Score -7894449 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -7894519.000000 Penalty: 5379.688965
	Iteration 31Q: 3 clusters Score -7894519 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -7894592.000000 Penalty: 5379.688965
	Iteration 32Q: 3 clusters Score -7894592 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -7894659.000000 Penalty: 5379.688965
	Iteration 33Q: 3 clusters Score -7894659 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7894672.500000 Penalty: 5379.688965
	Iteration 34Q: 3 clusters Score -7894672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -7894743.000000 Penalty: 5379.688965
	Iteration 35Q: 3 clusters Score -7894743 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -7894786.000000 Penalty: 5379.688965
	Iteration 36Q: 3 clusters Score -7894786 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -7894822.000000 Penalty: 5379.688965
	Iteration 37Q: 3 clusters Score -7894822 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -7894864.500000 Penalty: 5379.688965
	Iteration 38Q: 3 clusters Score -7894864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -7894907.000000 Penalty: 5379.688965
	Iteration 39Q: 3 clusters Score -7894907 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -7894937.500000 Penalty: 5379.688965
	Iteration 40F: 3 clusters Score -7894938 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -7894946.000000 Penalty: 5379.688965
	Iteration 41Q: 3 clusters Score -7894946 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -7894978.500000 Penalty: 5379.688965
	Iteration 42Q: 3 clusters Score -7894978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -7895014.500000 Penalty: 5379.688965
	Iteration 43Q: 3 clusters Score -7895014 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -7895025.000000 Penalty: 5379.688965
	Iteration 44Q: 3 clusters Score -7895025 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -7895069.000000 Penalty: 5379.688965
	Iteration 45Q: 3 clusters Score -7895069 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7895106.500000 Penalty: 5379.688965
	Iteration 46Q: 3 clusters Score -7895106 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -7895164.500000 Penalty: 5379.688965
	Iteration 47Q: 3 clusters Score -7895164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -7895210.500000 Penalty: 5379.688965
	Iteration 48Q: 3 clusters Score -7895210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -7895228.000000 Penalty: 5379.688965
	Iteration 49Q: 3 clusters Score -7895228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -7895251.500000 Penalty: 5379.688965
	Iteration 50Q: 3 clusters Score -7895252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -7895274.500000 Penalty: 5379.688965
	Iteration 51Q: 3 clusters Score -7895274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -7895311.000000 Penalty: 5379.688965
	Iteration 52Q: 3 clusters Score -7895311 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -7895329.500000 Penalty: 5379.688965
	Iteration 53Q: 3 clusters Score -7895330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -7895358.500000 Penalty: 5379.688965
	Iteration 54Q: 3 clusters Score -7895358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -7895390.500000 Penalty: 5379.688965
	Iteration 55Q: 3 clusters Score -7895390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -7895427.000000 Penalty: 5379.688965
	Iteration 56Q: 3 clusters Score -7895427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7895455.000000 Penalty: 5379.688965
	Iteration 57Q: 3 clusters Score -7895455 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -7895469.500000 Penalty: 5379.688965
	Iteration 58Q: 3 clusters Score -7895470 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7895487.000000 Penalty: 5379.688965
	Iteration 59Q: 3 clusters Score -7895487 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -7895511.500000 Penalty: 5379.688965
	Iteration 60F: 3 clusters Score -7895512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7895551.500000 Penalty: 5379.688965
	Iteration 61Q: 3 clusters Score -7895552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7895564.500000 Penalty: 5379.688965
	Iteration 62Q: 3 clusters Score -7895564 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -7895588.000000 Penalty: 5379.688965
	Iteration 63Q: 3 clusters Score -7895588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7895620.000000 Penalty: 5379.688965
	Iteration 64Q: 3 clusters Score -7895620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -7895650.500000 Penalty: 5379.688965
	Iteration 65Q: 3 clusters Score -7895650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -7895670.500000 Penalty: 5379.688965
	Iteration 66Q: 3 clusters Score -7895670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -7895677.000000 Penalty: 5379.688965
	Iteration 67Q: 3 clusters Score -7895677 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7895705.500000 Penalty: 5379.688965
	Iteration 68Q: 3 clusters Score -7895706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7895721.000000 Penalty: 5379.688965
	Iteration 69Q: 3 clusters Score -7895721 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7895720.500000 Penalty: 5379.688965
	Iteration 70Q: 3 clusters Score -7895720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -7895746.500000 Penalty: 5379.688965
	Iteration 71Q: 3 clusters Score -7895746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7895754.000000 Penalty: 5379.688965
	Iteration 72Q: 3 clusters Score -7895754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7895749.000000 Penalty: 5379.688965
	Iteration 73Q: 3 clusters Score -7895749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -7895764.000000 Penalty: 5379.688965
	Iteration 74Q: 3 clusters Score -7895764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7895764.500000 Penalty: 5379.688965
	Iteration 75Q: 3 clusters Score -7895764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -7895773.500000 Penalty: 5379.688965
	Iteration 76Q: 3 clusters Score -7895774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -7895777.000000 Penalty: 5379.688965
	Iteration 77Q: 3 clusters Score -7895777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -7895772.000000 Penalty: 5379.688965
	Iteration 78Q: 3 clusters Score -7895772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7895774.500000 Penalty: 5379.688965
	Iteration 79Q: 3 clusters Score -7895774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7895781.500000 Penalty: 5379.688965
	Iteration 80F: 3 clusters Score -7895782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7895775.000000 Penalty: 5379.688965
	Iteration 81Q: 3 clusters Score -7895775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -7895772.500000 Penalty: 5379.688965
	Iteration 82Q: 3 clusters Score -7895772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7895790.500000 Penalty: 5379.688965
	Iteration 83Q: 3 clusters Score -7895790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7895800.000000 Penalty: 5379.688965
	Iteration 84Q: 3 clusters Score -7895800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7895804.500000 Penalty: 5379.688965
	Iteration 85Q: 3 clusters Score -7895804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7895802.000000 Penalty: 5379.688965
	Iteration 86Q: 3 clusters Score -7895802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7895797.000000 Penalty: 5379.688965
	Iteration 87Q: 3 clusters Score -7895797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7895788.000000 Penalty: 5379.688965
	Iteration 88Q: 3 clusters Score -7895788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7895792.500000 Penalty: 5379.688965
	Iteration 89Q: 3 clusters Score -7895792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7895791.500000 Penalty: 5379.688965
	Iteration 90Q: 3 clusters Score -7895792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7895800.000000 Penalty: 5379.688965
	Iteration 91Q: 3 clusters Score -7895800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7895797.000000 Penalty: 5379.688965
	Iteration 92Q: 3 clusters Score -7895797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7895790.000000 Penalty: 5379.688965
	Iteration 93Q: 3 clusters Score -7895790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7895792.000000 Penalty: 5379.688965
	Iteration 94Q: 3 clusters Score -7895792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -7895811.500000 Penalty: 5379.688965
	Iteration 95Q: 3 clusters Score -7895812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7895807.500000 Penalty: 5379.688965
	Iteration 96Q: 3 clusters Score -7895808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7895814.000000 Penalty: 5379.688965
	Iteration 97Q: 3 clusters Score -7895814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7895825.000000 Penalty: 5379.688965
	Iteration 98Q: 3 clusters Score -7895825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7895819.500000 Penalty: 5379.688965
	Iteration 99Q: 3 clusters Score -7895820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -7895816.000000 Penalty: 5379.688965
	Iteration 100F: 3 clusters Score -7895816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7895813.500000 Penalty: 5379.688965
	Iteration 101Q: 3 clusters Score -7895814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -7895816.000000 Penalty: 5379.688965
	Iteration 102Q: 3 clusters Score -7895816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -7895832.500000 Penalty: 5379.688965
	Iteration 103Q: 3 clusters Score -7895832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7895821.500000 Penalty: 5379.688965
	Iteration 104Q: 3 clusters Score -7895822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7895812.500000 Penalty: 5379.688965
	Iteration 105Q: 3 clusters Score -7895812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7895804.500000 Penalty: 5379.688965
	Iteration 106Q: 3 clusters Score -7895804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -7895815.000000 Penalty: 5379.688965
	Iteration 107Q: 3 clusters Score -7895815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -7895816.000000 Penalty: 5379.688965
	Iteration 108Q: 3 clusters Score -7895816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -7895815.000000 Penalty: 5379.688965
	Iteration 109Q: 3 clusters Score -7895815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -7895819.000000 Penalty: 5379.688965
	Iteration 110Q: 3 clusters Score -7895819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7895824.500000 Penalty: 5379.688965
	Iteration 111Q: 3 clusters Score -7895824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7895823.000000 Penalty: 5379.688965
	Iteration 112Q: 3 clusters Score -7895823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7895825.000000 Penalty: 5379.688965
	Iteration 113Q: 3 clusters Score -7895825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -7895827.000000 Penalty: 5379.688965
	Iteration 114Q: 3 clusters Score -7895827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7895835.000000 Penalty: 5379.688965
	Iteration 115Q: 3 clusters Score -7895835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7895840.500000 Penalty: 5379.688965
	Iteration 116Q: 3 clusters Score -7895840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -7895840.000000 Penalty: 5379.688965
	Iteration 117Q: 3 clusters Score -7895840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7895828.000000 Penalty: 5379.688965
	Iteration 118Q: 3 clusters Score -7895828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -7895832.500000 Penalty: 5379.688965
	Iteration 119Q: 3 clusters Score -7895832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -7895832.500000 Penalty: 5379.688965
	Iteration 120F: 3 clusters Score -7895832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -484551.437500 Penalty: 2024.727905
	Iteration 0F: 2 clusters Score -484551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -480995.906250 Penalty: 4049.455811
	Iteration 0F: 3 clusters Score -480995.9 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -481851.531250 Penalty: 4049.455811
	Iteration 1F: 3 clusters Score -481851.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -482133.687500 Penalty: 4049.455811
	Iteration 2F: 3 clusters Score -482133.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -482403.218750 Penalty: 4049.455811
	Iteration 3F: 3 clusters Score -482403.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -482730.625000 Penalty: 4049.455811
	Iteration 4F: 3 clusters Score -482730.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -483127.906250 Penalty: 4049.455811
	Iteration 5F: 3 clusters Score -483127.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -483446.875000 Penalty: 4049.455811
	Iteration 6F: 3 clusters Score -483446.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -483714.437500 Penalty: 4049.455811
	Iteration 7F: 3 clusters Score -483714.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -483900.468750 Penalty: 4049.455811
	Iteration 8Q: 3 clusters Score -483900.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -484010.125000 Penalty: 4049.455811
	Iteration 9Q: 3 clusters Score -484010.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -484082.906250 Penalty: 4049.455811
	Iteration 10Q: 3 clusters Score -484082.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -484115.250000 Penalty: 4049.455811
	Iteration 11Q: 3 clusters Score -484115.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -484129.593750 Penalty: 4049.455811
	Iteration 12Q: 3 clusters Score -484129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -484135.468750 Penalty: 4049.455811
	Iteration 13Q: 3 clusters Score -484135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -484139.312500 Penalty: 4049.455811
	Iteration 14Q: 3 clusters Score -484139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -484140.625000 Penalty: 4049.455811
	Iteration 15Q: 3 clusters Score -484140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -484142.625000 Penalty: 4049.455811
	Iteration 16Q: 3 clusters Score -484142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -484144.125000 Penalty: 4049.455811
	Iteration 17Q: 3 clusters Score -484144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -484143.906250 Penalty: 4049.455811
	Iteration 18Q: 3 clusters Score -484143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -484143.906250 Penalty: 4049.455811
	Iteration 19F: 3 clusters Score -484143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -286175.312500 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -286175.3 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 1116 members 
Entering Unmasked Estep 
Score: -283854.250000 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -283854.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286831.843750 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -286831.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -289571.687500 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -289571.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -292147.937500 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -292147.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -292839.656250 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -292839.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -292916.125000 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -292916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292949.531250 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -292949.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -292995.718750 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -292995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -293099.968750 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -293100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -293235.031250 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -293235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -293436.156250 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -293436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -293473.843750 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -293473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -293474.437500 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -293474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -293478.000000 Penalty: 3823.148926
	Iteration 13F: 3 clusters Score -293478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -293479.656250 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -293479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -293486.281250 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -293486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -293486.281250 Penalty: 3823.148926
	Iteration 16F: 3 clusters Score -293486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105560 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 1865 members 
Entering Unmasked Estep 
Score: -137648800.000000 Penalty: 81708.054688
Splitting cluster 13 changes total score from -137615408.000000 to -137648800.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (133689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Entering Unmasked Estep 
Score: -20536368.000000 Penalty: 2927.211182
	Iteration 0F: 2 clusters Score -2.053637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -20464070.000000 Penalty: 5854.422363
	Iteration 0F: 3 clusters Score -2.046407e+07 nChanged 63679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -20502156.000000 Penalty: 5854.422363
	Iteration 1F: 3 clusters Score -2.050216e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -20505450.000000 Penalty: 5854.422363
	Iteration 2F: 3 clusters Score -2.050545e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -20511406.000000 Penalty: 5854.422363
	Iteration 3F: 3 clusters Score -2.051141e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -20519888.000000 Penalty: 5854.422363
	Iteration 4F: 3 clusters Score -2.051989e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -20528854.000000 Penalty: 5854.422363
	Iteration 5F: 3 clusters Score -2.052885e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -20536994.000000 Penalty: 5854.422363
	Iteration 6F: 3 clusters Score -2.053699e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -20542558.000000 Penalty: 5854.422363
	Iteration 7Q: 3 clusters Score -2.054256e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -20544346.000000 Penalty: 5854.422363
	Iteration 8Q: 3 clusters Score -2.054435e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -20544568.000000 Penalty: 5854.422363
	Iteration 9Q: 3 clusters Score -2.054457e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114626 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -20544702.000000 Penalty: 5854.422363
	Iteration 10Q: 3 clusters Score -2.05447e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -20544324.000000 Penalty: 5854.422363
	Iteration 11Q: 3 clusters Score -2.054432e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -20543604.000000 Penalty: 5854.422363
	Iteration 12Q: 3 clusters Score -2.05436e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -20542930.000000 Penalty: 5854.422363
	Iteration 13Q: 3 clusters Score -2.054293e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -20542384.000000 Penalty: 5854.422363
	Iteration 14Q: 3 clusters Score -2.054238e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -20541886.000000 Penalty: 5854.422363
	Iteration 15Q: 3 clusters Score -2.054189e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -20541448.000000 Penalty: 5854.422363
	Iteration 16Q: 3 clusters Score -2.054145e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -20540932.000000 Penalty: 5854.422363
	Iteration 17Q: 3 clusters Score -2.054093e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -20540332.000000 Penalty: 5854.422363
	Iteration 18Q: 3 clusters Score -2.054033e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -20539862.000000 Penalty: 5854.422363
	Iteration 19Q: 3 clusters Score -2.053986e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126039 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -20539432.000000 Penalty: 5854.422363
	Iteration 20F: 3 clusters Score -2.053943e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -20539022.000000 Penalty: 5854.422363
	Iteration 21Q: 3 clusters Score -2.053902e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -20538616.000000 Penalty: 5854.422363
	Iteration 22Q: 3 clusters Score -2.053862e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -20538304.000000 Penalty: 5854.422363
	Iteration 23Q: 3 clusters Score -2.05383e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -20538038.000000 Penalty: 5854.422363
	Iteration 24Q: 3 clusters Score -2.053804e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -20537820.000000 Penalty: 5854.422363
	Iteration 25Q: 3 clusters Score -2.053782e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -20537608.000000 Penalty: 5854.422363
	Iteration 26Q: 3 clusters Score -2.053761e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -20537514.000000 Penalty: 5854.422363
	Iteration 27Q: 3 clusters Score -2.053751e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -20537318.000000 Penalty: 5854.422363
	Iteration 28Q: 3 clusters Score -2.053732e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -20537146.000000 Penalty: 5854.422363
	Iteration 29Q: 3 clusters Score -2.053715e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -20537064.000000 Penalty: 5854.422363
	Iteration 30Q: 3 clusters Score -2.053706e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -20536988.000000 Penalty: 5854.422363
	Iteration 31Q: 3 clusters Score -2.053699e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -20536870.000000 Penalty: 5854.422363
	Iteration 32Q: 3 clusters Score -2.053687e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -20536786.000000 Penalty: 5854.422363
	Iteration 33Q: 3 clusters Score -2.053679e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20536668.000000 Penalty: 5854.422363
	Iteration 34Q: 3 clusters Score -2.053667e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130366 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -20536600.000000 Penalty: 5854.422363
	Iteration 35Q: 3 clusters Score -2.05366e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130508 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -20536502.000000 Penalty: 5854.422363
	Iteration 36Q: 3 clusters Score -2.05365e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -20536446.000000 Penalty: 5854.422363
	Iteration 37Q: 3 clusters Score -2.053645e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -20536364.000000 Penalty: 5854.422363
	Iteration 38Q: 3 clusters Score -2.053636e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20536292.000000 Penalty: 5854.422363
	Iteration 39Q: 3 clusters Score -2.053629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20536246.000000 Penalty: 5854.422363
	Iteration 40F: 3 clusters Score -2.053625e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -20536216.000000 Penalty: 5854.422363
	Iteration 41Q: 3 clusters Score -2.053622e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -20536210.000000 Penalty: 5854.422363
	Iteration 42Q: 3 clusters Score -2.053621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -20536156.000000 Penalty: 5854.422363
	Iteration 43Q: 3 clusters Score -2.053616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131121 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20536120.000000 Penalty: 5854.422363
	Iteration 44Q: 3 clusters Score -2.053612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -20536100.000000 Penalty: 5854.422363
	Iteration 45Q: 3 clusters Score -2.05361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131198 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -20536070.000000 Penalty: 5854.422363
	Iteration 46Q: 3 clusters Score -2.053607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20536062.000000 Penalty: 5854.422363
	Iteration 47Q: 3 clusters Score -2.053606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20536042.000000 Penalty: 5854.422363
	Iteration 48Q: 3 clusters Score -2.053604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20536026.000000 Penalty: 5854.422363
	Iteration 49Q: 3 clusters Score -2.053603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20536018.000000 Penalty: 5854.422363
	Iteration 50Q: 3 clusters Score -2.053602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20535986.000000 Penalty: 5854.422363
	Iteration 51Q: 3 clusters Score -2.053599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20536010.000000 Penalty: 5854.422363
	Iteration 52Q: 3 clusters Score -2.053601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20536014.000000 Penalty: 5854.422363
	Iteration 53Q: 3 clusters Score -2.053601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20536012.000000 Penalty: 5854.422363
	Iteration 54Q: 3 clusters Score -2.053601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20535990.000000 Penalty: 5854.422363
	Iteration 55Q: 3 clusters Score -2.053599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -20535994.000000 Penalty: 5854.422363
	Iteration 56Q: 3 clusters Score -2.053599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20536002.000000 Penalty: 5854.422363
	Iteration 57Q: 3 clusters Score -2.0536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20536004.000000 Penalty: 5854.422363
	Iteration 58Q: 3 clusters Score -2.0536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -20535990.000000 Penalty: 5854.422363
	Iteration 59Q: 3 clusters Score -2.053599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131362 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -20536012.000000 Penalty: 5854.422363
	Iteration 60F: 3 clusters Score -2.053601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -20535978.000000 Penalty: 5854.422363
	Iteration 61Q: 3 clusters Score -2.053598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131390 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20535974.000000 Penalty: 5854.422363
	Iteration 62Q: 3 clusters Score -2.053597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131401 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20535958.000000 Penalty: 5854.422363
	Iteration 63Q: 3 clusters Score -2.053596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -20535946.000000 Penalty: 5854.422363
	Iteration 64Q: 3 clusters Score -2.053595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20535914.000000 Penalty: 5854.422363
	Iteration 65Q: 3 clusters Score -2.053591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131466 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -20535920.000000 Penalty: 5854.422363
	Iteration 66Q: 3 clusters Score -2.053592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20535896.000000 Penalty: 5854.422363
	Iteration 67Q: 3 clusters Score -2.05359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20535876.000000 Penalty: 5854.422363
	Iteration 68Q: 3 clusters Score -2.053588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131527 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20535860.000000 Penalty: 5854.422363
	Iteration 69Q: 3 clusters Score -2.053586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131545 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20535852.000000 Penalty: 5854.422363
	Iteration 70Q: 3 clusters Score -2.053585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -20535834.000000 Penalty: 5854.422363
	Iteration 71Q: 3 clusters Score -2.053583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20535836.000000 Penalty: 5854.422363
	Iteration 72Q: 3 clusters Score -2.053584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20535836.000000 Penalty: 5854.422363
	Iteration 73Q: 3 clusters Score -2.053584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20535840.000000 Penalty: 5854.422363
	Iteration 74Q: 3 clusters Score -2.053584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131587 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20535834.000000 Penalty: 5854.422363
	Iteration 75Q: 3 clusters Score -2.053583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20535832.000000 Penalty: 5854.422363
	Iteration 76Q: 3 clusters Score -2.053583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20535830.000000 Penalty: 5854.422363
	Iteration 77Q: 3 clusters Score -2.053583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20535838.000000 Penalty: 5854.422363
	Iteration 78Q: 3 clusters Score -2.053584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -20535820.000000 Penalty: 5854.422363
	Iteration 79Q: 3 clusters Score -2.053582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20535808.000000 Penalty: 5854.422363
	Iteration 80F: 3 clusters Score -2.053581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20535812.000000 Penalty: 5854.422363
	Iteration 81Q: 3 clusters Score -2.053581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20535826.000000 Penalty: 5854.422363
	Iteration 82Q: 3 clusters Score -2.053583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20535826.000000 Penalty: 5854.422363
	Iteration 83Q: 3 clusters Score -2.053583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20535826.000000 Penalty: 5854.422363
	Iteration 84F: 3 clusters Score -2.053583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -377237.500000 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -377237.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -374306.843750 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -374306.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -374879.000000 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -374879 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375071.781250 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -375071.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -375165.250000 Penalty: 3870.503662
	Iteration 3Q: 3 clusters Score -375165.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -375231.656250 Penalty: 3870.503662
	Iteration 4Q: 3 clusters Score -375231.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -375285.375000 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -375285.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -375334.593750 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -375334.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -375370.718750 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -375370.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -375401.312500 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -375401.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -375427.125000 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -375427.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -375452.187500 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -375452.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375484.031250 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -375484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -375526.156250 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -375526.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -375571.625000 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -375571.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -375608.500000 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -375608.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -375629.781250 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -375629.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -375650.750000 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -375650.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -375683.281250 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -375683.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -375716.062500 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -375716.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -375741.843750 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -375741.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -375757.937500 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -375757.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -375773.093750 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -375773.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -375788.406250 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -375788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -375798.437500 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -375798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -375814.968750 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -375815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -375827.156250 Penalty: 3870.503662
	Iteration 25Q: 3 clusters Score -375827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -375838.062500 Penalty: 3870.503662
	Iteration 26Q: 3 clusters Score -375838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -375841.968750 Penalty: 3870.503662
	Iteration 27Q: 3 clusters Score -375842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375845.031250 Penalty: 3870.503662
	Iteration 28Q: 3 clusters Score -375845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -375845.750000 Penalty: 3870.503662
	Iteration 29Q: 3 clusters Score -375845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -375846.468750 Penalty: 3870.503662
	Iteration 30Q: 3 clusters Score -375846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -375847.750000 Penalty: 3870.503662
	Iteration 31Q: 3 clusters Score -375847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -375847.750000 Penalty: 3870.503662
	Iteration 32F: 3 clusters Score -375847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Entering Unmasked Estep 
Score: -5741900.500000 Penalty: 2618.898438
	Iteration 0F: 2 clusters Score -5741900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5715760.500000 Penalty: 5237.796875
	Iteration 0F: 3 clusters Score -5715760 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5725584.000000 Penalty: 5237.796875
	Iteration 1F: 3 clusters Score -5725584 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5726427.500000 Penalty: 5237.796875
	Iteration 2Q: 3 clusters Score -5726428 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5727302.500000 Penalty: 5237.796875
	Iteration 3F: 3 clusters Score -5727302 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -5728151.000000 Penalty: 5237.796875
	Iteration 4Q: 3 clusters Score -5728151 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -5729055.000000 Penalty: 5237.796875
	Iteration 5Q: 3 clusters Score -5729055 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5730046.500000 Penalty: 5237.796875
	Iteration 6Q: 3 clusters Score -5730046 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5730989.000000 Penalty: 5237.796875
	Iteration 7F: 3 clusters Score -5730989 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5731748.000000 Penalty: 5237.796875
	Iteration 8Q: 3 clusters Score -5731748 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5732405.500000 Penalty: 5237.796875
	Iteration 9Q: 3 clusters Score -5732406 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5732911.000000 Penalty: 5237.796875
	Iteration 10Q: 3 clusters Score -5732911 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5733299.500000 Penalty: 5237.796875
	Iteration 11Q: 3 clusters Score -5733300 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5733570.500000 Penalty: 5237.796875
	Iteration 12Q: 3 clusters Score -5733570 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5733712.500000 Penalty: 5237.796875
	Iteration 13Q: 3 clusters Score -5733712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5733821.500000 Penalty: 5237.796875
	Iteration 14Q: 3 clusters Score -5733822 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5733916.500000 Penalty: 5237.796875
	Iteration 15Q: 3 clusters Score -5733916 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5733963.000000 Penalty: 5237.796875
	Iteration 16Q: 3 clusters Score -5733963 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -5733989.000000 Penalty: 5237.796875
	Iteration 17Q: 3 clusters Score -5733989 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5734067.000000 Penalty: 5237.796875
	Iteration 18Q: 3 clusters Score -5734067 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5734128.500000 Penalty: 5237.796875
	Iteration 19Q: 3 clusters Score -5734128 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5734212.000000 Penalty: 5237.796875
	Iteration 20F: 3 clusters Score -5734212 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5734274.500000 Penalty: 5237.796875
	Iteration 21Q: 3 clusters Score -5734274 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5734370.000000 Penalty: 5237.796875
	Iteration 22Q: 3 clusters Score -5734370 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5734453.000000 Penalty: 5237.796875
	Iteration 23Q: 3 clusters Score -5734453 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5734608.500000 Penalty: 5237.796875
	Iteration 24Q: 3 clusters Score -5734608 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5734760.500000 Penalty: 5237.796875
	Iteration 25Q: 3 clusters Score -5734760 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5734987.000000 Penalty: 5237.796875
	Iteration 26Q: 3 clusters Score -5734987 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -5735328.000000 Penalty: 5237.796875
	Iteration 27Q: 3 clusters Score -5735328 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -5735760.500000 Penalty: 5237.796875
	Iteration 28Q: 3 clusters Score -5735760 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5736239.000000 Penalty: 5237.796875
	Iteration 29Q: 3 clusters Score -5736239 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5736836.000000 Penalty: 5237.796875
	Iteration 30Q: 3 clusters Score -5736836 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5737531.500000 Penalty: 5237.796875
	Iteration 31Q: 3 clusters Score -5737532 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5738412.500000 Penalty: 5237.796875
	Iteration 32Q: 3 clusters Score -5738412 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -5739566.000000 Penalty: 5237.796875
	Iteration 33Q: 3 clusters Score -5739566 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5740910.500000 Penalty: 5237.796875
	Iteration 34Q: 3 clusters Score -5740910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -5741867.000000 Penalty: 5237.796875
	Iteration 35Q: 3 clusters Score -5741867 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5742234.500000 Penalty: 5237.796875
	Iteration 36Q: 3 clusters Score -5742234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -5742339.500000 Penalty: 5237.796875
	Iteration 37Q: 3 clusters Score -5742340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5742354.500000 Penalty: 5237.796875
	Iteration 38Q: 3 clusters Score -5742354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5742380.000000 Penalty: 5237.796875
	Iteration 39Q: 3 clusters Score -5742380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5742436.000000 Penalty: 5237.796875
	Iteration 40F: 3 clusters Score -5742436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5742478.500000 Penalty: 5237.796875
	Iteration 41Q: 3 clusters Score -5742478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5742497.500000 Penalty: 5237.796875
	Iteration 42Q: 3 clusters Score -5742498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5742505.000000 Penalty: 5237.796875
	Iteration 43Q: 3 clusters Score -5742505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5742524.500000 Penalty: 5237.796875
	Iteration 44Q: 3 clusters Score -5742524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5742529.000000 Penalty: 5237.796875
	Iteration 45Q: 3 clusters Score -5742529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5742532.500000 Penalty: 5237.796875
	Iteration 46Q: 3 clusters Score -5742532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5742531.000000 Penalty: 5237.796875
	Iteration 47Q: 3 clusters Score -5742531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -5742542.000000 Penalty: 5237.796875
	Iteration 48Q: 3 clusters Score -5742542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -5742543.500000 Penalty: 5237.796875
	Iteration 49Q: 3 clusters Score -5742544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5742538.000000 Penalty: 5237.796875
	Iteration 50Q: 3 clusters Score -5742538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5742539.000000 Penalty: 5237.796875
	Iteration 51Q: 3 clusters Score -5742539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -5742535.500000 Penalty: 5237.796875
	Iteration 52Q: 3 clusters Score -5742536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -5742539.500000 Penalty: 5237.796875
	Iteration 53Q: 3 clusters Score -5742540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5742541.000000 Penalty: 5237.796875
	Iteration 54Q: 3 clusters Score -5742541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5742553.500000 Penalty: 5237.796875
	Iteration 55Q: 3 clusters Score -5742554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5742553.000000 Penalty: 5237.796875
	Iteration 56Q: 3 clusters Score -5742553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -5742548.500000 Penalty: 5237.796875
	Iteration 57Q: 3 clusters Score -5742548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -5742548.500000 Penalty: 5237.796875
	Iteration 58F: 3 clusters Score -5742548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 115854 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105560 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 36839 members 
Entering Unmasked Estep 
Score: -137648720.000000 Penalty: 85112.554688
Splitting cluster 16 changes total score from -137615408.000000 to -137648720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (137084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137084 members 
Entering Unmasked Estep 
Score: -21128230.000000 Penalty: 2933.430664
	Iteration 0F: 2 clusters Score -2.112823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -21059182.000000 Penalty: 5866.861328
	Iteration 0F: 3 clusters Score -2.105918e+07 nChanged 65477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -21097052.000000 Penalty: 5866.861328
	Iteration 1F: 3 clusters Score -2.109705e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -21097874.000000 Penalty: 5866.861328
	Iteration 2Q: 3 clusters Score -2.109787e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -21098746.000000 Penalty: 5866.861328
	Iteration 3Q: 3 clusters Score -2.109875e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -21099892.000000 Penalty: 5866.861328
	Iteration 4Q: 3 clusters Score -2.109989e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -21101604.000000 Penalty: 5866.861328
	Iteration 5Q: 3 clusters Score -2.11016e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -21104130.000000 Penalty: 5866.861328
	Iteration 6Q: 3 clusters Score -2.110413e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -21107756.000000 Penalty: 5866.861328
	Iteration 7F: 3 clusters Score -2.110776e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -21112758.000000 Penalty: 5866.861328
	Iteration 8F: 3 clusters Score -2.111276e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -21119054.000000 Penalty: 5866.861328
	Iteration 9F: 3 clusters Score -2.111905e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -21125412.000000 Penalty: 5866.861328
	Iteration 10F: 3 clusters Score -2.112541e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -21128738.000000 Penalty: 5866.861328
	Iteration 11F: 3 clusters Score -2.112874e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -21130100.000000 Penalty: 5866.861328
	Iteration 12Q: 3 clusters Score -2.11301e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 122588 members 
Entering Unmasked Estep 
Score: -21130046.000000 Penalty: 5866.861328
	Iteration 13Q: 3 clusters Score -2.113005e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -21129730.000000 Penalty: 5866.861328
	Iteration 14Q: 3 clusters Score -2.112973e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -21129050.000000 Penalty: 5866.861328
	Iteration 15Q: 3 clusters Score -2.112905e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 129038 members 
Entering Unmasked Estep 
Score: -21128406.000000 Penalty: 5866.861328
	Iteration 16Q: 3 clusters Score -2.112841e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -21128094.000000 Penalty: 5866.861328
	Iteration 17Q: 3 clusters Score -2.112809e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 130861 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5866.861328
	Iteration 18Q: 3 clusters Score -2.112787e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -21127682.000000 Penalty: 5866.861328
	Iteration 19Q: 3 clusters Score -2.112768e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -21127676.000000 Penalty: 5866.861328
	Iteration 20F: 3 clusters Score -2.112768e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -21127566.000000 Penalty: 5866.861328
	Iteration 21Q: 3 clusters Score -2.112757e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -21127578.000000 Penalty: 5866.861328
	Iteration 22Q: 3 clusters Score -2.112758e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -21127626.000000 Penalty: 5866.861328
	Iteration 23Q: 3 clusters Score -2.112763e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 132985 members 
Entering Unmasked Estep 
Score: -21127620.000000 Penalty: 5866.861328
	Iteration 24Q: 3 clusters Score -2.112762e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -21127550.000000 Penalty: 5866.861328
	Iteration 25Q: 3 clusters Score -2.112755e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -21127548.000000 Penalty: 5866.861328
	Iteration 26Q: 3 clusters Score -2.112755e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -21127506.000000 Penalty: 5866.861328
	Iteration 27Q: 3 clusters Score -2.112751e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -21127490.000000 Penalty: 5866.861328
	Iteration 28Q: 3 clusters Score -2.112749e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 133601 members 
Entering Unmasked Estep 
Score: -21127490.000000 Penalty: 5866.861328
	Iteration 29Q: 3 clusters Score -2.112749e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -21127462.000000 Penalty: 5866.861328
	Iteration 30Q: 3 clusters Score -2.112746e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -21127408.000000 Penalty: 5866.861328
	Iteration 31Q: 3 clusters Score -2.112741e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -21127436.000000 Penalty: 5866.861328
	Iteration 32Q: 3 clusters Score -2.112744e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 133858 members 
Entering Unmasked Estep 
Score: -21127406.000000 Penalty: 5866.861328
	Iteration 33Q: 3 clusters Score -2.112741e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 133891 members 
Entering Unmasked Estep 
Score: -21127400.000000 Penalty: 5866.861328
	Iteration 34Q: 3 clusters Score -2.11274e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 133914 members 
Entering Unmasked Estep 
Score: -21127416.000000 Penalty: 5866.861328
	Iteration 35Q: 3 clusters Score -2.112742e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 133935 members 
Entering Unmasked Estep 
Score: -21127436.000000 Penalty: 5866.861328
	Iteration 36Q: 3 clusters Score -2.112744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -21127406.000000 Penalty: 5866.861328
	Iteration 37Q: 3 clusters Score -2.112741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 133985 members 
Entering Unmasked Estep 
Score: -21127406.000000 Penalty: 5866.861328
	Iteration 38Q: 3 clusters Score -2.112741e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -21127394.000000 Penalty: 5866.861328
	Iteration 39Q: 3 clusters Score -2.112739e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 134051 members 
Entering Unmasked Estep 
Score: -21127404.000000 Penalty: 5866.861328
	Iteration 40F: 3 clusters Score -2.11274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -21127382.000000 Penalty: 5866.861328
	Iteration 41Q: 3 clusters Score -2.112738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 134101 members 
Entering Unmasked Estep 
Score: -21127368.000000 Penalty: 5866.861328
	Iteration 42Q: 3 clusters Score -2.112737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 134121 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 43Q: 3 clusters Score -2.112736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -21127324.000000 Penalty: 5866.861328
	Iteration 44Q: 3 clusters Score -2.112732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -21127348.000000 Penalty: 5866.861328
	Iteration 45Q: 3 clusters Score -2.112735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -21127338.000000 Penalty: 5866.861328
	Iteration 46Q: 3 clusters Score -2.112734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -21127332.000000 Penalty: 5866.861328
	Iteration 47Q: 3 clusters Score -2.112733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 48Q: 3 clusters Score -2.112736e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 134202 members 
Entering Unmasked Estep 
Score: -21127348.000000 Penalty: 5866.861328
	Iteration 49Q: 3 clusters Score -2.112735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -21127328.000000 Penalty: 5866.861328
	Iteration 50Q: 3 clusters Score -2.112733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 134249 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 51Q: 3 clusters Score -2.112734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -21127332.000000 Penalty: 5866.861328
	Iteration 52Q: 3 clusters Score -2.112733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 134282 members 
Entering Unmasked Estep 
Score: -21127350.000000 Penalty: 5866.861328
	Iteration 53Q: 3 clusters Score -2.112735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -21127342.000000 Penalty: 5866.861328
	Iteration 54Q: 3 clusters Score -2.112734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 55Q: 3 clusters Score -2.112734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -21127330.000000 Penalty: 5866.861328
	Iteration 56Q: 3 clusters Score -2.112733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 57Q: 3 clusters Score -2.112734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -21127368.000000 Penalty: 5866.861328
	Iteration 58Q: 3 clusters Score -2.112737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 134352 members 
Entering Unmasked Estep 
Score: -21127318.000000 Penalty: 5866.861328
	Iteration 59Q: 3 clusters Score -2.112732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 134363 members 
Entering Unmasked Estep 
Score: -21127356.000000 Penalty: 5866.861328
	Iteration 60F: 3 clusters Score -2.112736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -21127346.000000 Penalty: 5866.861328
	Iteration 61Q: 3 clusters Score -2.112735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 134379 members 
Entering Unmasked Estep 
Score: -21127342.000000 Penalty: 5866.861328
	Iteration 62Q: 3 clusters Score -2.112734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
Score: -21127362.000000 Penalty: 5866.861328
	Iteration 63Q: 3 clusters Score -2.112736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 134384 members 
Entering Unmasked Estep 
Score: -21127382.000000 Penalty: 5866.861328
	Iteration 64Q: 3 clusters Score -2.112738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -21127368.000000 Penalty: 5866.861328
	Iteration 65Q: 3 clusters Score -2.112737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -21127376.000000 Penalty: 5866.861328
	Iteration 66Q: 3 clusters Score -2.112738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -21127360.000000 Penalty: 5866.861328
	Iteration 67Q: 3 clusters Score -2.112736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 134393 members 
Entering Unmasked Estep 
Score: -21127370.000000 Penalty: 5866.861328
	Iteration 68Q: 3 clusters Score -2.112737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -21127360.000000 Penalty: 5866.861328
	Iteration 69Q: 3 clusters Score -2.112736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -21127360.000000 Penalty: 5866.861328
	Iteration 70Q: 3 clusters Score -2.112736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 71Q: 3 clusters Score -2.112736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -21127360.000000 Penalty: 5866.861328
	Iteration 72Q: 3 clusters Score -2.112736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 73Q: 3 clusters Score -2.112736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -21127372.000000 Penalty: 5866.861328
	Iteration 74Q: 3 clusters Score -2.112737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -21127340.000000 Penalty: 5866.861328
	Iteration 75Q: 3 clusters Score -2.112734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -21127364.000000 Penalty: 5866.861328
	Iteration 76Q: 3 clusters Score -2.112736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -21127368.000000 Penalty: 5866.861328
	Iteration 77Q: 3 clusters Score -2.112737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -21127368.000000 Penalty: 5866.861328
	Iteration 78Q: 3 clusters Score -2.112737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -21127352.000000 Penalty: 5866.861328
	Iteration 79Q: 3 clusters Score -2.112735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -21127352.000000 Penalty: 5866.861328
	Iteration 80F: 3 clusters Score -2.112735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -21127338.000000 Penalty: 5866.861328
	Iteration 81Q: 3 clusters Score -2.112734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 134393 members 
Entering Unmasked Estep 
Score: -21127352.000000 Penalty: 5866.861328
	Iteration 82Q: 3 clusters Score -2.112735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -21127364.000000 Penalty: 5866.861328
	Iteration 83Q: 3 clusters Score -2.112736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 134396 members 
Entering Unmasked Estep 
Score: -21127370.000000 Penalty: 5866.861328
	Iteration 84Q: 3 clusters Score -2.112737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 85Q: 3 clusters Score -2.112736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 86Q: 3 clusters Score -2.112736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -21127356.000000 Penalty: 5866.861328
	Iteration 87Q: 3 clusters Score -2.112736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -21127348.000000 Penalty: 5866.861328
	Iteration 88Q: 3 clusters Score -2.112735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -21127358.000000 Penalty: 5866.861328
	Iteration 89Q: 3 clusters Score -2.112736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -21127360.000000 Penalty: 5866.861328
	Iteration 90Q: 3 clusters Score -2.112736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -21127334.000000 Penalty: 5866.861328
	Iteration 91Q: 3 clusters Score -2.112733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -21127326.000000 Penalty: 5866.861328
	Iteration 92Q: 3 clusters Score -2.112733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -21127348.000000 Penalty: 5866.861328
	Iteration 93Q: 3 clusters Score -2.112735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
Score: -21127316.000000 Penalty: 5866.861328
	Iteration 94Q: 3 clusters Score -2.112732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -21127332.000000 Penalty: 5866.861328
	Iteration 95Q: 3 clusters Score -2.112733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -21127322.000000 Penalty: 5866.861328
	Iteration 96Q: 3 clusters Score -2.112732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 97Q: 3 clusters Score -2.112734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 98Q: 3 clusters Score -2.112734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -21127330.000000 Penalty: 5866.861328
	Iteration 99Q: 3 clusters Score -2.112733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 134468 members 
Entering Unmasked Estep 
Score: -21127336.000000 Penalty: 5866.861328
	Iteration 100F: 3 clusters Score -2.112734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 134472 members 
Entering Unmasked Estep 
Score: -21127322.000000 Penalty: 5866.861328
	Iteration 101Q: 3 clusters Score -2.112732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -21127306.000000 Penalty: 5866.861328
	Iteration 102Q: 3 clusters Score -2.112731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -21127308.000000 Penalty: 5866.861328
	Iteration 103Q: 3 clusters Score -2.112731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -21127322.000000 Penalty: 5866.861328
	Iteration 104Q: 3 clusters Score -2.112732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 134504 members 
Entering Unmasked Estep 
Score: -21127314.000000 Penalty: 5866.861328
	Iteration 105Q: 3 clusters Score -2.112731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 134510 members 
Entering Unmasked Estep 
Score: -21127316.000000 Penalty: 5866.861328
	Iteration 106Q: 3 clusters Score -2.112732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -21127298.000000 Penalty: 5866.861328
	Iteration 107Q: 3 clusters Score -2.11273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -21127300.000000 Penalty: 5866.861328
	Iteration 108Q: 3 clusters Score -2.11273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 134523 members 
Entering Unmasked Estep 
Score: -21127324.000000 Penalty: 5866.861328
	Iteration 109Q: 3 clusters Score -2.112732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -21127308.000000 Penalty: 5866.861328
	Iteration 110Q: 3 clusters Score -2.112731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -21127318.000000 Penalty: 5866.861328
	Iteration 111Q: 3 clusters Score -2.112732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 134529 members 
Entering Unmasked Estep 
Score: -21127318.000000 Penalty: 5866.861328
	Iteration 112Q: 3 clusters Score -2.112732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 134532 members 
Entering Unmasked Estep 
Score: -21127314.000000 Penalty: 5866.861328
	Iteration 113Q: 3 clusters Score -2.112731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -21127314.000000 Penalty: 5866.861328
	Iteration 114Q: 3 clusters Score -2.112731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -21127306.000000 Penalty: 5866.861328
	Iteration 115Q: 3 clusters Score -2.112731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -21127288.000000 Penalty: 5866.861328
	Iteration 116Q: 3 clusters Score -2.112729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -21127300.000000 Penalty: 5866.861328
	Iteration 117Q: 3 clusters Score -2.11273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -21127316.000000 Penalty: 5866.861328
	Iteration 118Q: 3 clusters Score -2.112732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -21127316.000000 Penalty: 5866.861328
	Iteration 119Q: 3 clusters Score -2.112732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -21127314.000000 Penalty: 5866.861328
	Iteration 120F: 3 clusters Score -2.112731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -21127320.000000 Penalty: 5866.861328
	Iteration 121Q: 3 clusters Score -2.112732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -21127302.000000 Penalty: 5866.861328
	Iteration 122Q: 3 clusters Score -2.11273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -21127290.000000 Penalty: 5866.861328
	Iteration 123Q: 3 clusters Score -2.112729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
Score: -21127290.000000 Penalty: 5866.861328
	Iteration 124F: 3 clusters Score -2.112729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (115854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Entering Unmasked Estep 
Score: -17857328.000000 Penalty: 2891.701172
	Iteration 0F: 2 clusters Score -1.785733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -17795616.000000 Penalty: 5783.402344
	Iteration 0F: 3 clusters Score -1.779562e+07 nChanged 55240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -17827994.000000 Penalty: 5783.402344
	Iteration 1F: 3 clusters Score -1.782799e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -17829362.000000 Penalty: 5783.402344
	Iteration 2Q: 3 clusters Score -1.782936e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -17831056.000000 Penalty: 5783.402344
	Iteration 3Q: 3 clusters Score -1.783106e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -17833368.000000 Penalty: 5783.402344
	Iteration 4Q: 3 clusters Score -1.783337e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -17836708.000000 Penalty: 5783.402344
	Iteration 5F: 3 clusters Score -1.783671e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -17841360.000000 Penalty: 5783.402344
	Iteration 6F: 3 clusters Score -1.784136e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -17847650.000000 Penalty: 5783.402344
	Iteration 7F: 3 clusters Score -1.784765e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -17854528.000000 Penalty: 5783.402344
	Iteration 8F: 3 clusters Score -1.785453e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -17859820.000000 Penalty: 5783.402344
	Iteration 9F: 3 clusters Score -1.785982e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -17862760.000000 Penalty: 5783.402344
	Iteration 10Q: 3 clusters Score -1.786276e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -17864714.000000 Penalty: 5783.402344
	Iteration 11Q: 3 clusters Score -1.786471e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -17866574.000000 Penalty: 5783.402344
	Iteration 12Q: 3 clusters Score -1.786657e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -17868616.000000 Penalty: 5783.402344
	Iteration 13Q: 3 clusters Score -1.786862e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -17870774.000000 Penalty: 5783.402344
	Iteration 14Q: 3 clusters Score -1.787077e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -17872828.000000 Penalty: 5783.402344
	Iteration 15Q: 3 clusters Score -1.787283e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -17874330.000000 Penalty: 5783.402344
	Iteration 16Q: 3 clusters Score -1.787433e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -17875138.000000 Penalty: 5783.402344
	Iteration 17Q: 3 clusters Score -1.787514e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -17875638.000000 Penalty: 5783.402344
	Iteration 18Q: 3 clusters Score -1.787564e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -17875954.000000 Penalty: 5783.402344
	Iteration 19Q: 3 clusters Score -1.787595e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -17876264.000000 Penalty: 5783.402344
	Iteration 20F: 3 clusters Score -1.787626e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -17876456.000000 Penalty: 5783.402344
	Iteration 21Q: 3 clusters Score -1.787646e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -17876522.000000 Penalty: 5783.402344
	Iteration 22Q: 3 clusters Score -1.787652e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -17876588.000000 Penalty: 5783.402344
	Iteration 23Q: 3 clusters Score -1.787659e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -17876608.000000 Penalty: 5783.402344
	Iteration 24Q: 3 clusters Score -1.787661e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -17876670.000000 Penalty: 5783.402344
	Iteration 25Q: 3 clusters Score -1.787667e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -17876706.000000 Penalty: 5783.402344
	Iteration 26Q: 3 clusters Score -1.787671e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -17876736.000000 Penalty: 5783.402344
	Iteration 27Q: 3 clusters Score -1.787674e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -17876734.000000 Penalty: 5783.402344
	Iteration 28Q: 3 clusters Score -1.787673e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -17876782.000000 Penalty: 5783.402344
	Iteration 29Q: 3 clusters Score -1.787678e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -17876762.000000 Penalty: 5783.402344
	Iteration 30Q: 3 clusters Score -1.787676e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -17876768.000000 Penalty: 5783.402344
	Iteration 31Q: 3 clusters Score -1.787677e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -17876832.000000 Penalty: 5783.402344
	Iteration 32Q: 3 clusters Score -1.787683e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -17876830.000000 Penalty: 5783.402344
	Iteration 33Q: 3 clusters Score -1.787683e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -17876850.000000 Penalty: 5783.402344
	Iteration 34Q: 3 clusters Score -1.787685e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -17876856.000000 Penalty: 5783.402344
	Iteration 35Q: 3 clusters Score -1.787686e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -17876858.000000 Penalty: 5783.402344
	Iteration 36Q: 3 clusters Score -1.787686e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -17876852.000000 Penalty: 5783.402344
	Iteration 37Q: 3 clusters Score -1.787685e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -17876850.000000 Penalty: 5783.402344
	Iteration 38Q: 3 clusters Score -1.787685e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -17876852.000000 Penalty: 5783.402344
	Iteration 39Q: 3 clusters Score -1.787685e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -17876850.000000 Penalty: 5783.402344
	Iteration 40F: 3 clusters Score -1.787685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -17876854.000000 Penalty: 5783.402344
	Iteration 41Q: 3 clusters Score -1.787685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -17876856.000000 Penalty: 5783.402344
	Iteration 42Q: 3 clusters Score -1.787686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -17876856.000000 Penalty: 5783.402344
	Iteration 43Q: 3 clusters Score -1.787686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -17876864.000000 Penalty: 5783.402344
	Iteration 44Q: 3 clusters Score -1.787686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -17876856.000000 Penalty: 5783.402344
	Iteration 45Q: 3 clusters Score -1.787686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -17876860.000000 Penalty: 5783.402344
	Iteration 46Q: 3 clusters Score -1.787686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -17876850.000000 Penalty: 5783.402344
	Iteration 47Q: 3 clusters Score -1.787685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -17876846.000000 Penalty: 5783.402344
	Iteration 48Q: 3 clusters Score -1.787685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -17876842.000000 Penalty: 5783.402344
	Iteration 49Q: 3 clusters Score -1.787684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -17876864.000000 Penalty: 5783.402344
	Iteration 50Q: 3 clusters Score -1.787686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -17876864.000000 Penalty: 5783.402344
	Iteration 51Q: 3 clusters Score -1.787686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -17876862.000000 Penalty: 5783.402344
	Iteration 52Q: 3 clusters Score -1.787686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -17876850.000000 Penalty: 5783.402344
	Iteration 53Q: 3 clusters Score -1.787685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -17876860.000000 Penalty: 5783.402344
	Iteration 54Q: 3 clusters Score -1.787686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -17876864.000000 Penalty: 5783.402344
	Iteration 55Q: 3 clusters Score -1.787686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -17876866.000000 Penalty: 5783.402344
	Iteration 56Q: 3 clusters Score -1.787687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -17876876.000000 Penalty: 5783.402344
	Iteration 57Q: 3 clusters Score -1.787688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -17876868.000000 Penalty: 5783.402344
	Iteration 58Q: 3 clusters Score -1.787687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -17876876.000000 Penalty: 5783.402344
	Iteration 59Q: 3 clusters Score -1.787688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -17876878.000000 Penalty: 5783.402344
	Iteration 60F: 3 clusters Score -1.787688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -17876886.000000 Penalty: 5783.402344
	Iteration 61Q: 3 clusters Score -1.787689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -17876886.000000 Penalty: 5783.402344
	Iteration 62F: 3 clusters Score -1.787689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 94327 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 78717 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105560 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 36839 members 
Mstep: Class 26 contains 37137 members 
Entering Unmasked Estep 
Score: -137668656.000000 Penalty: 88517.062500
Splitting cluster 18 changes total score from -137615408.000000 to -137668656.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (22559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Entering Unmasked Estep 
Score: -3475615.000000 Penalty: 2485.924561
	Iteration 0F: 2 clusters Score -3475615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3459954.250000 Penalty: 4971.849121
	Iteration 0F: 3 clusters Score -3459954 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3465040.500000 Penalty: 4971.849121
	Iteration 1F: 3 clusters Score -3465040 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3465396.000000 Penalty: 4971.849121
	Iteration 2Q: 3 clusters Score -3465396 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3465735.250000 Penalty: 4971.849121
	Iteration 3Q: 3 clusters Score -3465735 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3466068.500000 Penalty: 4971.849121
	Iteration 4Q: 3 clusters Score -3466068 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3466378.000000 Penalty: 4971.849121
	Iteration 5Q: 3 clusters Score -3466378 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3466747.750000 Penalty: 4971.849121
	Iteration 6Q: 3 clusters Score -3466748 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3467296.750000 Penalty: 4971.849121
	Iteration 7Q: 3 clusters Score -3467297 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3468069.500000 Penalty: 4971.849121
	Iteration 8F: 3 clusters Score -3468070 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3469072.000000 Penalty: 4971.849121
	Iteration 9F: 3 clusters Score -3469072 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3470247.000000 Penalty: 4971.849121
	Iteration 10F: 3 clusters Score -3470247 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3471361.000000 Penalty: 4971.849121
	Iteration 11F: 3 clusters Score -3471361 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3472136.500000 Penalty: 4971.849121
	Iteration 12Q: 3 clusters Score -3472136 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3472620.750000 Penalty: 4971.849121
	Iteration 13Q: 3 clusters Score -3472621 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3472964.750000 Penalty: 4971.849121
	Iteration 14Q: 3 clusters Score -3472965 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3473165.250000 Penalty: 4971.849121
	Iteration 15Q: 3 clusters Score -3473165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3473256.000000 Penalty: 4971.849121
	Iteration 16Q: 3 clusters Score -3473256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3473317.250000 Penalty: 4971.849121
	Iteration 17Q: 3 clusters Score -3473317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3473367.750000 Penalty: 4971.849121
	Iteration 18Q: 3 clusters Score -3473368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3473399.000000 Penalty: 4971.849121
	Iteration 19Q: 3 clusters Score -3473399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3473423.000000 Penalty: 4971.849121
	Iteration 20F: 3 clusters Score -3473423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3473437.500000 Penalty: 4971.849121
	Iteration 21Q: 3 clusters Score -3473438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3473444.500000 Penalty: 4971.849121
	Iteration 22Q: 3 clusters Score -3473444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3473444.500000 Penalty: 4971.849121
	Iteration 23F: 3 clusters Score -3473444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Entering Unmasked Estep 
Score: -6975568.500000 Penalty: 2665.866943
	Iteration 0F: 2 clusters Score -6975568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6944360.500000 Penalty: 5331.733887
	Iteration 0F: 3 clusters Score -6944360 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -6956114.500000 Penalty: 5331.733887
	Iteration 1F: 3 clusters Score -6956114 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6956883.500000 Penalty: 5331.733887
	Iteration 2Q: 3 clusters Score -6956884 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -6957908.500000 Penalty: 5331.733887
	Iteration 3Q: 3 clusters Score -6957908 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -6959416.500000 Penalty: 5331.733887
	Iteration 4F: 3 clusters Score -6959416 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -6961500.500000 Penalty: 5331.733887
	Iteration 5F: 3 clusters Score -6961500 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6964019.000000 Penalty: 5331.733887
	Iteration 6F: 3 clusters Score -6964019 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6966291.000000 Penalty: 5331.733887
	Iteration 7F: 3 clusters Score -6966291 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -6968050.000000 Penalty: 5331.733887
	Iteration 8F: 3 clusters Score -6968050 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -6969347.500000 Penalty: 5331.733887
	Iteration 9Q: 3 clusters Score -6969348 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -6970294.500000 Penalty: 5331.733887
	Iteration 10Q: 3 clusters Score -6970294 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6971091.000000 Penalty: 5331.733887
	Iteration 11Q: 3 clusters Score -6971091 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6971912.500000 Penalty: 5331.733887
	Iteration 12Q: 3 clusters Score -6971912 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -6972712.500000 Penalty: 5331.733887
	Iteration 13Q: 3 clusters Score -6972712 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6973484.500000 Penalty: 5331.733887
	Iteration 14Q: 3 clusters Score -6973484 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -6973935.500000 Penalty: 5331.733887
	Iteration 15Q: 3 clusters Score -6973936 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -6974233.500000 Penalty: 5331.733887
	Iteration 16Q: 3 clusters Score -6974234 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -6974409.000000 Penalty: 5331.733887
	Iteration 17Q: 3 clusters Score -6974409 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6974519.000000 Penalty: 5331.733887
	Iteration 18Q: 3 clusters Score -6974519 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6974566.000000 Penalty: 5331.733887
	Iteration 19Q: 3 clusters Score -6974566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -6974620.500000 Penalty: 5331.733887
	Iteration 20F: 3 clusters Score -6974620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6974646.000000 Penalty: 5331.733887
	Iteration 21Q: 3 clusters Score -6974646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6974677.000000 Penalty: 5331.733887
	Iteration 22Q: 3 clusters Score -6974677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -6974689.000000 Penalty: 5331.733887
	Iteration 23Q: 3 clusters Score -6974689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6974703.500000 Penalty: 5331.733887
	Iteration 24Q: 3 clusters Score -6974704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6974735.000000 Penalty: 5331.733887
	Iteration 25Q: 3 clusters Score -6974735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -6974742.000000 Penalty: 5331.733887
	Iteration 26Q: 3 clusters Score -6974742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6974753.500000 Penalty: 5331.733887
	Iteration 27Q: 3 clusters Score -6974754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6974762.000000 Penalty: 5331.733887
	Iteration 28Q: 3 clusters Score -6974762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6974775.500000 Penalty: 5331.733887
	Iteration 29Q: 3 clusters Score -6974776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -6974778.500000 Penalty: 5331.733887
	Iteration 30Q: 3 clusters Score -6974778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -6974783.000000 Penalty: 5331.733887
	Iteration 31Q: 3 clusters Score -6974783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6974780.500000 Penalty: 5331.733887
	Iteration 32Q: 3 clusters Score -6974780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6974790.500000 Penalty: 5331.733887
	Iteration 33Q: 3 clusters Score -6974790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -6974794.500000 Penalty: 5331.733887
	Iteration 34Q: 3 clusters Score -6974794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6974781.500000 Penalty: 5331.733887
	Iteration 35Q: 3 clusters Score -6974782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -6974781.500000 Penalty: 5331.733887
	Iteration 36Q: 3 clusters Score -6974782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -6974784.500000 Penalty: 5331.733887
	Iteration 37Q: 3 clusters Score -6974784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -6974788.500000 Penalty: 5331.733887
	Iteration 38Q: 3 clusters Score -6974788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -6974780.500000 Penalty: 5331.733887
	Iteration 39Q: 3 clusters Score -6974780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6974784.500000 Penalty: 5331.733887
	Iteration 40F: 3 clusters Score -6974784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -6974782.000000 Penalty: 5331.733887
	Iteration 41Q: 3 clusters Score -6974782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6974792.500000 Penalty: 5331.733887
	Iteration 42Q: 3 clusters Score -6974792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6974800.000000 Penalty: 5331.733887
	Iteration 43Q: 3 clusters Score -6974800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6974786.500000 Penalty: 5331.733887
	Iteration 44Q: 3 clusters Score -6974786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6974791.000000 Penalty: 5331.733887
	Iteration 45Q: 3 clusters Score -6974791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6974800.500000 Penalty: 5331.733887
	Iteration 46Q: 3 clusters Score -6974800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6974801.000000 Penalty: 5331.733887
	Iteration 47Q: 3 clusters Score -6974801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6974797.000000 Penalty: 5331.733887
	Iteration 48Q: 3 clusters Score -6974797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -6974808.000000 Penalty: 5331.733887
	Iteration 49Q: 3 clusters Score -6974808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6974812.000000 Penalty: 5331.733887
	Iteration 50Q: 3 clusters Score -6974812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6974807.500000 Penalty: 5331.733887
	Iteration 51Q: 3 clusters Score -6974808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6974802.000000 Penalty: 5331.733887
	Iteration 52Q: 3 clusters Score -6974802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -6974795.500000 Penalty: 5331.733887
	Iteration 53Q: 3 clusters Score -6974796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6974796.500000 Penalty: 5331.733887
	Iteration 54Q: 3 clusters Score -6974796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -6974804.000000 Penalty: 5331.733887
	Iteration 55Q: 3 clusters Score -6974804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6974797.000000 Penalty: 5331.733887
	Iteration 56Q: 3 clusters Score -6974797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6974801.500000 Penalty: 5331.733887
	Iteration 57Q: 3 clusters Score -6974802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6974817.500000 Penalty: 5331.733887
	Iteration 58Q: 3 clusters Score -6974818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -6974807.500000 Penalty: 5331.733887
	Iteration 59Q: 3 clusters Score -6974808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6974806.000000 Penalty: 5331.733887
	Iteration 60F: 3 clusters Score -6974806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6974805.000000 Penalty: 5331.733887
	Iteration 61Q: 3 clusters Score -6974805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6974811.500000 Penalty: 5331.733887
	Iteration 62Q: 3 clusters Score -6974812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6974808.500000 Penalty: 5331.733887
	Iteration 63Q: 3 clusters Score -6974808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -6974818.000000 Penalty: 5331.733887
	Iteration 64Q: 3 clusters Score -6974818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6974809.000000 Penalty: 5331.733887
	Iteration 65Q: 3 clusters Score -6974809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6974823.000000 Penalty: 5331.733887
	Iteration 66Q: 3 clusters Score -6974823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -6974814.500000 Penalty: 5331.733887
	Iteration 67Q: 3 clusters Score -6974814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6974825.000000 Penalty: 5331.733887
	Iteration 68Q: 3 clusters Score -6974825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6974822.500000 Penalty: 5331.733887
	Iteration 69Q: 3 clusters Score -6974822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6974825.000000 Penalty: 5331.733887
	Iteration 70Q: 3 clusters Score -6974825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6974819.500000 Penalty: 5331.733887
	Iteration 71Q: 3 clusters Score -6974820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6974829.500000 Penalty: 5331.733887
	Iteration 72Q: 3 clusters Score -6974830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6974825.000000 Penalty: 5331.733887
	Iteration 73Q: 3 clusters Score -6974825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6974824.500000 Penalty: 5331.733887
	Iteration 74Q: 3 clusters Score -6974824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6974824.500000 Penalty: 5331.733887
	Iteration 75Q: 3 clusters Score -6974824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6974823.000000 Penalty: 5331.733887
	Iteration 76Q: 3 clusters Score -6974823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6974820.000000 Penalty: 5331.733887
	Iteration 77Q: 3 clusters Score -6974820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6974822.500000 Penalty: 5331.733887
	Iteration 78Q: 3 clusters Score -6974822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6974818.000000 Penalty: 5331.733887
	Iteration 79Q: 3 clusters Score -6974818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6974814.500000 Penalty: 5331.733887
	Iteration 80F: 3 clusters Score -6974814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -6974821.000000 Penalty: 5331.733887
	Iteration 81Q: 3 clusters Score -6974821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6974822.000000 Penalty: 5331.733887
	Iteration 82Q: 3 clusters Score -6974822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6974822.000000 Penalty: 5331.733887
	Iteration 83F: 3 clusters Score -6974822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 28070 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 27816 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 137084 members 
Mstep: Class 18 contains 78717 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 46605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137690592.000000 Penalty: 88517.062500
Iteration 39Q: 27 clusters Score -1.376906e+08 nChanged 48103
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 29919 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 28592 members 
Mstep: Class 5 contains 10703 members 
Mstep: Class 6 contains 16234 members 
Mstep: Class 7 contains 24157 members 
Mstep: Class 8 contains 13206 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 53181 members 
Mstep: Class 11 contains 95663 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 129100 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 135668 members 
Mstep: Class 18 contains 83097 members 
Mstep: Class 19 contains 22804 members 
Mstep: Class 20 contains 45928 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 98724 members 
Mstep: Class 23 contains 11921 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36501 members 
Mstep: Class 26 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137711264.000000 Penalty: 88517.062500
Iteration 40F: 27 clusters Score -1.377113e+08 nChanged 35031
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 31223 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 29136 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 18186 members 
Mstep: Class 7 contains 24196 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 55139 members 
Mstep: Class 11 contains 95914 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 123795 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 131215 members 
Mstep: Class 18 contains 86066 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 44815 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 98894 members 
Mstep: Class 23 contains 12624 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 37128 members 
Mstep: Class 26 contains 40541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137724576.000000 Penalty: 88517.062500
Iteration 41Q: 27 clusters Score -1.377246e+08 nChanged 25629
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 32484 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 29667 members 
Mstep: Class 5 contains 9266 members 
Mstep: Class 6 contains 19838 members 
Mstep: Class 7 contains 24326 members 
Mstep: Class 8 contains 11970 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 57352 members 
Mstep: Class 11 contains 95601 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 119553 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 1744 members 
Mstep: Class 17 contains 126918 members 
Mstep: Class 18 contains 88908 members 
Mstep: Class 19 contains 21794 members 
Mstep: Class 20 contains 44242 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 98830 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 37580 members 
Mstep: Class 26 contains 42542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137734896.000000 Penalty: 88517.062500
Iteration 42Q: 27 clusters Score -1.377349e+08 nChanged 21297
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 33654 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 30037 members 
Mstep: Class 5 contains 8805 members 
Mstep: Class 6 contains 21385 members 
Mstep: Class 7 contains 24466 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 59480 members 
Mstep: Class 11 contains 94825 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 116182 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 123113 members 
Mstep: Class 18 contains 91664 members 
Mstep: Class 19 contains 21222 members 
Mstep: Class 20 contains 43901 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 98339 members 
Mstep: Class 23 contains 13385 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 38027 members 
Mstep: Class 26 contains 44263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137742800.000000 Penalty: 88517.062500
Iteration 43Q: 27 clusters Score -1.377428e+08 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 34682 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 30335 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 22847 members 
Mstep: Class 7 contains 24610 members 
Mstep: Class 8 contains 11024 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 61453 members 
Mstep: Class 11 contains 93770 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 113687 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 119801 members 
Mstep: Class 18 contains 94160 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 43654 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 97628 members 
Mstep: Class 23 contains 13633 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 38401 members 
Mstep: Class 26 contains 45731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137748192.000000 Penalty: 88517.062500
Iteration 44Q: 27 clusters Score -1.377482e+08 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 35582 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 24182 members 
Mstep: Class 7 contains 24795 members 
Mstep: Class 8 contains 10635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 63183 members 
Mstep: Class 11 contains 92447 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 111864 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 117052 members 
Mstep: Class 18 contains 96380 members 
Mstep: Class 19 contains 20092 members 
Mstep: Class 20 contains 43499 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 96821 members 
Mstep: Class 23 contains 13815 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 38773 members 
Mstep: Class 26 contains 46944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752432.000000 Penalty: 88517.062500
Iteration 45Q: 27 clusters Score -1.377524e+08 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 36273 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30758 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 25419 members 
Mstep: Class 7 contains 24899 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 64814 members 
Mstep: Class 11 contains 91048 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 110372 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 114936 members 
Mstep: Class 18 contains 98222 members 
Mstep: Class 19 contains 19574 members 
Mstep: Class 20 contains 43386 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 95984 members 
Mstep: Class 23 contains 13948 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 48062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137756112.000000 Penalty: 88517.062500
Iteration 46Q: 27 clusters Score -1.377561e+08 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 36915 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30889 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 26635 members 
Mstep: Class 7 contains 24977 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 2129 members 
Mstep: Class 10 contains 66308 members 
Mstep: Class 11 contains 89598 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 109066 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 113262 members 
Mstep: Class 18 contains 99584 members 
Mstep: Class 19 contains 19071 members 
Mstep: Class 20 contains 43384 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 95274 members 
Mstep: Class 23 contains 14033 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 39431 members 
Mstep: Class 26 contains 49063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137758208.000000 Penalty: 88517.062500
Iteration 47Q: 27 clusters Score -1.377582e+08 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 37424 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 30999 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 27701 members 
Mstep: Class 7 contains 25050 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 2169 members 
Mstep: Class 10 contains 67701 members 
Mstep: Class 11 contains 88143 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 108025 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 111960 members 
Mstep: Class 18 contains 100424 members 
Mstep: Class 19 contains 18573 members 
Mstep: Class 20 contains 43391 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94856 members 
Mstep: Class 23 contains 14126 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 39750 members 
Mstep: Class 26 contains 49944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137760752.000000 Penalty: 88517.062500
Iteration 48Q: 27 clusters Score -1.377608e+08 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 37813 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31080 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 25103 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 68998 members 
Mstep: Class 11 contains 86643 members 
Mstep: Class 12 contains 3257 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107331 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 110980 members 
Mstep: Class 18 contains 100761 members 
Mstep: Class 19 contains 18158 members 
Mstep: Class 20 contains 43430 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94584 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 40063 members 
Mstep: Class 26 contains 50758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763008.000000 Penalty: 88517.062500
Iteration 49Q: 27 clusters Score -1.37763e+08 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31159 members 
Mstep: Class 5 contains 7331 members 
Mstep: Class 6 contains 29494 members 
Mstep: Class 7 contains 25142 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 85106 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106959 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 110177 members 
Mstep: Class 18 contains 100857 members 
Mstep: Class 19 contains 17731 members 
Mstep: Class 20 contains 43468 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94418 members 
Mstep: Class 23 contains 14259 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 40392 members 
Mstep: Class 26 contains 51507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765024.000000 Penalty: 88517.062500
Iteration 50Q: 27 clusters Score -1.37765e+08 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 38350 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31209 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 30244 members 
Mstep: Class 7 contains 25132 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 71300 members 
Mstep: Class 11 contains 83625 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106744 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 109575 members 
Mstep: Class 18 contains 100718 members 
Mstep: Class 19 contains 17293 members 
Mstep: Class 20 contains 43517 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94399 members 
Mstep: Class 23 contains 14333 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 40684 members 
Mstep: Class 26 contains 52213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766224.000000 Penalty: 88517.062500
Iteration 51Q: 27 clusters Score -1.377662e+08 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 38544 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31241 members 
Mstep: Class 5 contains 7154 members 
Mstep: Class 6 contains 30925 members 
Mstep: Class 7 contains 25133 members 
Mstep: Class 8 contains 9211 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 72374 members 
Mstep: Class 11 contains 82079 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106616 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 2021 members 
Mstep: Class 17 contains 109067 members 
Mstep: Class 18 contains 100510 members 
Mstep: Class 19 contains 16898 members 
Mstep: Class 20 contains 43575 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94494 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 40990 members 
Mstep: Class 26 contains 52831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767312.000000 Penalty: 88517.062500
Iteration 52Q: 27 clusters Score -1.377673e+08 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 38694 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31273 members 
Mstep: Class 5 contains 7065 members 
Mstep: Class 6 contains 31540 members 
Mstep: Class 7 contains 25110 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 73509 members 
Mstep: Class 11 contains 80618 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106508 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 108659 members 
Mstep: Class 18 contains 100299 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 20 contains 43631 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94550 members 
Mstep: Class 23 contains 14446 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 41262 members 
Mstep: Class 26 contains 53384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768400.000000 Penalty: 88517.062500
Iteration 53Q: 27 clusters Score -1.377684e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 38832 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31319 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 25075 members 
Mstep: Class 8 contains 8991 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 74620 members 
Mstep: Class 11 contains 79280 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 106500 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 108310 members 
Mstep: Class 18 contains 100017 members 
Mstep: Class 19 contains 16121 members 
Mstep: Class 20 contains 43673 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94448 members 
Mstep: Class 23 contains 14501 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 41500 members 
Mstep: Class 26 contains 53886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137770384.000000 Penalty: 88517.062500
Iteration 54Q: 27 clusters Score -1.377704e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 38927 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31342 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 32743 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 75672 members 
Mstep: Class 11 contains 78034 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 106544 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 107999 members 
Mstep: Class 18 contains 99773 members 
Mstep: Class 19 contains 15769 members 
Mstep: Class 20 contains 43723 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94347 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 41777 members 
Mstep: Class 26 contains 54296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137771440.000000 Penalty: 88517.062500
Iteration 55Q: 27 clusters Score -1.377714e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 38996 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31384 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 33163 members 
Mstep: Class 7 contains 24993 members 
Mstep: Class 8 contains 8785 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 76698 members 
Mstep: Class 11 contains 76856 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 106751 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 107757 members 
Mstep: Class 18 contains 99515 members 
Mstep: Class 19 contains 15401 members 
Mstep: Class 20 contains 43784 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94250 members 
Mstep: Class 23 contains 14569 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 42042 members 
Mstep: Class 26 contains 54629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772528.000000 Penalty: 88517.062500
Iteration 56Q: 27 clusters Score -1.377725e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31408 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 33502 members 
Mstep: Class 7 contains 24937 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 77716 members 
Mstep: Class 11 contains 75701 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 106954 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 107600 members 
Mstep: Class 18 contains 99228 members 
Mstep: Class 19 contains 15016 members 
Mstep: Class 20 contains 43859 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94199 members 
Mstep: Class 23 contains 14585 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 42299 members 
Mstep: Class 26 contains 54893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773152.000000 Penalty: 88517.062500
Iteration 57Q: 27 clusters Score -1.377732e+08 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 39160 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 31444 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 33795 members 
Mstep: Class 7 contains 24892 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 78711 members 
Mstep: Class 11 contains 74591 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 107119 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 107439 members 
Mstep: Class 18 contains 98951 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 43924 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94182 members 
Mstep: Class 23 contains 14599 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 42511 members 
Mstep: Class 26 contains 55144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774080.000000 Penalty: 88517.062500
Iteration 58Q: 27 clusters Score -1.377741e+08 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 39184 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 31483 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 34012 members 
Mstep: Class 7 contains 24844 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 79766 members 
Mstep: Class 11 contains 73573 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 107191 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 107349 members 
Mstep: Class 18 contains 98721 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 43998 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 94128 members 
Mstep: Class 23 contains 14622 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 42731 members 
Mstep: Class 26 contains 55371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774976.000000 Penalty: 88517.062500
Iteration 59Q: 27 clusters Score -1.37775e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 39217 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 31565 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 24781 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 80799 members 
Mstep: Class 11 contains 72729 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 107213 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 107241 members 
Mstep: Class 18 contains 98515 members 
Mstep: Class 19 contains 14094 members 
Mstep: Class 20 contains 44084 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 93968 members 
Mstep: Class 23 contains 14630 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 42927 members 
Mstep: Class 26 contains 55563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775776.000000 Penalty: 88517.062500
Iteration 60F: 27 clusters Score -1.377758e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 39228 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 31636 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 34767 members 
Mstep: Class 7 contains 24708 members 
Mstep: Class 8 contains 8372 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 81765 members 
Mstep: Class 11 contains 71802 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107157 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 107013 members 
Mstep: Class 18 contains 98363 members 
Mstep: Class 19 contains 13821 members 
Mstep: Class 20 contains 44181 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 93721 members 
Mstep: Class 23 contains 14645 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 43145 members 
Mstep: Class 26 contains 55746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777344.000000 Penalty: 88517.062500
Iteration 61Q: 27 clusters Score -1.377773e+08 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 39236 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 31706 members 
Mstep: Class 5 contains 6581 members 
Mstep: Class 6 contains 35328 members 
Mstep: Class 7 contains 24621 members 
Mstep: Class 8 contains 8286 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 82727 members 
Mstep: Class 11 contains 70846 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107116 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 106821 members 
Mstep: Class 18 contains 98229 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 44294 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 93463 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 43383 members 
Mstep: Class 26 contains 55930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778352.000000 Penalty: 88517.062500
Iteration 62Q: 27 clusters Score -1.377784e+08 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 39212 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 31778 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 35878 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 83685 members 
Mstep: Class 11 contains 69887 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107060 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 106573 members 
Mstep: Class 18 contains 98145 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 44403 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 93248 members 
Mstep: Class 23 contains 14668 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 43616 members 
Mstep: Class 26 contains 56088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 88517.062500
Iteration 63Q: 27 clusters Score -1.37779e+08 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 39166 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 31874 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 36371 members 
Mstep: Class 7 contains 24489 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 84684 members 
Mstep: Class 11 contains 68987 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107018 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 106312 members 
Mstep: Class 18 contains 98049 members 
Mstep: Class 19 contains 12983 members 
Mstep: Class 20 contains 44509 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 93050 members 
Mstep: Class 23 contains 14674 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 43855 members 
Mstep: Class 26 contains 56218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779952.000000 Penalty: 88517.062500
Iteration 64Q: 27 clusters Score -1.3778e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 39144 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 31944 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 36850 members 
Mstep: Class 7 contains 24411 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 85695 members 
Mstep: Class 11 contains 68147 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106983 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 106000 members 
Mstep: Class 18 contains 97985 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 44621 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92872 members 
Mstep: Class 23 contains 14680 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 44107 members 
Mstep: Class 26 contains 56292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780928.000000 Penalty: 88517.062500
Iteration 65Q: 27 clusters Score -1.377809e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 39066 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32017 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 37218 members 
Mstep: Class 7 contains 24328 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 86760 members 
Mstep: Class 11 contains 67298 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106995 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 105700 members 
Mstep: Class 18 contains 97861 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 44742 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92753 members 
Mstep: Class 23 contains 14701 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 44354 members 
Mstep: Class 26 contains 56403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781664.000000 Penalty: 88517.062500
Iteration 66Q: 27 clusters Score -1.377817e+08 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 38987 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32068 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 24256 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 87874 members 
Mstep: Class 11 contains 66505 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 107044 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 105371 members 
Mstep: Class 18 contains 97754 members 
Mstep: Class 19 contains 12092 members 
Mstep: Class 20 contains 44869 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92588 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 44645 members 
Mstep: Class 26 contains 56506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782576.000000 Penalty: 88517.062500
Iteration 67Q: 27 clusters Score -1.377826e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 38858 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32088 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 37812 members 
Mstep: Class 7 contains 24179 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 89046 members 
Mstep: Class 11 contains 65813 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106927 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 105089 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 11782 members 
Mstep: Class 20 contains 44995 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92455 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 44935 members 
Mstep: Class 26 contains 56579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783616.000000 Penalty: 88517.062500
Iteration 68Q: 27 clusters Score -1.377836e+08 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 38701 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32114 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 38035 members 
Mstep: Class 7 contains 24104 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 90263 members 
Mstep: Class 11 contains 65175 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106770 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 104872 members 
Mstep: Class 18 contains 97573 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 45137 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92280 members 
Mstep: Class 23 contains 14737 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 45225 members 
Mstep: Class 26 contains 56649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784272.000000 Penalty: 88517.062500
Iteration 69Q: 27 clusters Score -1.377843e+08 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 38546 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32126 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 24032 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 91514 members 
Mstep: Class 11 contains 64592 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106656 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 104569 members 
Mstep: Class 18 contains 97440 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 45284 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 92103 members 
Mstep: Class 23 contains 14756 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 45494 members 
Mstep: Class 26 contains 56726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784736.000000 Penalty: 88517.062500
Iteration 70Q: 27 clusters Score -1.377847e+08 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 38389 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32129 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 38431 members 
Mstep: Class 7 contains 23965 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 92821 members 
Mstep: Class 11 contains 64092 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106447 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 104297 members 
Mstep: Class 18 contains 97242 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 45434 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91942 members 
Mstep: Class 23 contains 14756 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 45776 members 
Mstep: Class 26 contains 56799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784880.000000 Penalty: 88517.062500
Iteration 71Q: 27 clusters Score -1.377849e+08 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 38232 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 6137 members 
Mstep: Class 6 contains 38555 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 94103 members 
Mstep: Class 11 contains 63595 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106286 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 103995 members 
Mstep: Class 18 contains 97047 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 45560 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91790 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 46064 members 
Mstep: Class 26 contains 56884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785504.000000 Penalty: 88517.062500
Iteration 72Q: 27 clusters Score -1.377855e+08 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 38101 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32193 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 38654 members 
Mstep: Class 7 contains 23827 members 
Mstep: Class 8 contains 7103 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 95452 members 
Mstep: Class 11 contains 63123 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 106106 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 103561 members 
Mstep: Class 18 contains 96915 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 45716 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91608 members 
Mstep: Class 23 contains 14767 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 46329 members 
Mstep: Class 26 contains 56939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785664.000000 Penalty: 88517.062500
Iteration 73Q: 27 clusters Score -1.377857e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 37960 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32238 members 
Mstep: Class 5 contains 6074 members 
Mstep: Class 6 contains 38713 members 
Mstep: Class 7 contains 23768 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 96918 members 
Mstep: Class 11 contains 62662 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 105875 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 103048 members 
Mstep: Class 18 contains 96777 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 45837 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91445 members 
Mstep: Class 23 contains 14773 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 46636 members 
Mstep: Class 26 contains 57018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784944.000000 Penalty: 88517.062500
Iteration 74Q: 27 clusters Score -1.377849e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 37841 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32298 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 38690 members 
Mstep: Class 7 contains 23717 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 98426 members 
Mstep: Class 11 contains 62230 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 105513 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 102486 members 
Mstep: Class 18 contains 96712 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 45961 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91312 members 
Mstep: Class 23 contains 14772 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 46938 members 
Mstep: Class 26 contains 57111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784704.000000 Penalty: 88517.062500
Iteration 75Q: 27 clusters Score -1.377847e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 37705 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32360 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 38642 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 100008 members 
Mstep: Class 11 contains 61821 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 105038 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 101924 members 
Mstep: Class 18 contains 96700 members 
Mstep: Class 19 contains 9811 members 
Mstep: Class 20 contains 46062 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91159 members 
Mstep: Class 23 contains 14766 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 47268 members 
Mstep: Class 26 contains 57220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784944.000000 Penalty: 88517.062500
Iteration 76Q: 27 clusters Score -1.377849e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 37559 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32420 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 38576 members 
Mstep: Class 7 contains 23638 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 101458 members 
Mstep: Class 11 contains 61463 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 104588 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 101435 members 
Mstep: Class 18 contains 96713 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 91040 members 
Mstep: Class 23 contains 14760 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 47609 members 
Mstep: Class 26 contains 57290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784912.000000 Penalty: 88517.062500
Iteration 77Q: 27 clusters Score -1.377849e+08 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 37423 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32484 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 38493 members 
Mstep: Class 7 contains 23603 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 102802 members 
Mstep: Class 11 contains 61113 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 104070 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 101000 members 
Mstep: Class 18 contains 96761 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 20 contains 46248 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90920 members 
Mstep: Class 23 contains 14758 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 47943 members 
Mstep: Class 26 contains 57407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783968.000000 Penalty: 88517.062500
Iteration 78Q: 27 clusters Score -1.37784e+08 nChanged 6642
Entering ConstructFrom: 
Score: -137783968.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (25379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Entering Unmasked Estep 
Score: -3681473.750000 Penalty: 2515.135986
	Iteration 0F: 2 clusters Score -3681474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3664091.750000 Penalty: 5030.271973
	Iteration 0F: 3 clusters Score -3664092 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3669924.500000 Penalty: 5030.271973
	Iteration 1F: 3 clusters Score -3669924 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3670377.500000 Penalty: 5030.271973
	Iteration 2Q: 3 clusters Score -3670378 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3670772.500000 Penalty: 5030.271973
	Iteration 3Q: 3 clusters Score -3670772 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3671108.000000 Penalty: 5030.271973
	Iteration 4Q: 3 clusters Score -3671108 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3671430.000000 Penalty: 5030.271973
	Iteration 5Q: 3 clusters Score -3671430 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3671809.750000 Penalty: 5030.271973
	Iteration 6Q: 3 clusters Score -3671810 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3672301.250000 Penalty: 5030.271973
	Iteration 7Q: 3 clusters Score -3672301 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3673033.750000 Penalty: 5030.271973
	Iteration 8Q: 3 clusters Score -3673034 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3673960.250000 Penalty: 5030.271973
	Iteration 9F: 3 clusters Score -3673960 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3675096.750000 Penalty: 5030.271973
	Iteration 10F: 3 clusters Score -3675097 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3676381.000000 Penalty: 5030.271973
	Iteration 11F: 3 clusters Score -3676381 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3677473.750000 Penalty: 5030.271973
	Iteration 12Q: 3 clusters Score -3677474 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3678235.750000 Penalty: 5030.271973
	Iteration 13Q: 3 clusters Score -3678236 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3678669.250000 Penalty: 5030.271973
	Iteration 14Q: 3 clusters Score -3678669 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3678933.000000 Penalty: 5030.271973
	Iteration 15Q: 3 clusters Score -3678933 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3679099.750000 Penalty: 5030.271973
	Iteration 16Q: 3 clusters Score -3679100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3679213.750000 Penalty: 5030.271973
	Iteration 17Q: 3 clusters Score -3679214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3679308.250000 Penalty: 5030.271973
	Iteration 18Q: 3 clusters Score -3679308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3679353.750000 Penalty: 5030.271973
	Iteration 19Q: 3 clusters Score -3679354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3679379.750000 Penalty: 5030.271973
	Iteration 20F: 3 clusters Score -3679380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3679392.500000 Penalty: 5030.271973
	Iteration 21Q: 3 clusters Score -3679392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3679399.250000 Penalty: 5030.271973
	Iteration 22Q: 3 clusters Score -3679399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3679396.500000 Penalty: 5030.271973
	Iteration 23Q: 3 clusters Score -3679396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3679396.500000 Penalty: 5030.271973
	Iteration 24Q: 3 clusters Score -3679396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3679398.500000 Penalty: 5030.271973
	Iteration 25Q: 3 clusters Score -3679398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3679399.000000 Penalty: 5030.271973
	Iteration 26Q: 3 clusters Score -3679399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3679404.000000 Penalty: 5030.271973
	Iteration 27Q: 3 clusters Score -3679404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3679405.500000 Penalty: 5030.271973
	Iteration 28Q: 3 clusters Score -3679406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3679403.500000 Penalty: 5030.271973
	Iteration 29Q: 3 clusters Score -3679404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3679402.250000 Penalty: 5030.271973
	Iteration 30Q: 3 clusters Score -3679402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3679405.250000 Penalty: 5030.271973
	Iteration 31Q: 3 clusters Score -3679405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3679403.750000 Penalty: 5030.271973
	Iteration 32Q: 3 clusters Score -3679404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3679403.750000 Penalty: 5030.271973
	Iteration 33F: 3 clusters Score -3679404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Entering Unmasked Estep 
Score: -5783837.500000 Penalty: 2610.760010
	Iteration 0F: 2 clusters Score -5783838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -5758472.500000 Penalty: 5221.520020
	Iteration 0F: 3 clusters Score -5758472 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5768323.000000 Penalty: 5221.520020
	Iteration 1F: 3 clusters Score -5768323 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5769459.000000 Penalty: 5221.520020
	Iteration 2F: 3 clusters Score -5769459 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5771124.500000 Penalty: 5221.520020
	Iteration 3F: 3 clusters Score -5771124 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5773344.000000 Penalty: 5221.520020
	Iteration 4F: 3 clusters Score -5773344 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -5775931.500000 Penalty: 5221.520020
	Iteration 5F: 3 clusters Score -5775932 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5778272.000000 Penalty: 5221.520020
	Iteration 6F: 3 clusters Score -5778272 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -5780030.000000 Penalty: 5221.520020
	Iteration 7F: 3 clusters Score -5780030 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5781122.000000 Penalty: 5221.520020
	Iteration 8Q: 3 clusters Score -5781122 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5781705.500000 Penalty: 5221.520020
	Iteration 9Q: 3 clusters Score -5781706 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -5781981.500000 Penalty: 5221.520020
	Iteration 10Q: 3 clusters Score -5781982 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5782156.000000 Penalty: 5221.520020
	Iteration 11Q: 3 clusters Score -5782156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5782268.000000 Penalty: 5221.520020
	Iteration 12Q: 3 clusters Score -5782268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -5782355.500000 Penalty: 5221.520020
	Iteration 13Q: 3 clusters Score -5782356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -5782390.000000 Penalty: 5221.520020
	Iteration 14Q: 3 clusters Score -5782390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5782428.500000 Penalty: 5221.520020
	Iteration 15Q: 3 clusters Score -5782428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5782452.000000 Penalty: 5221.520020
	Iteration 16Q: 3 clusters Score -5782452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5782461.000000 Penalty: 5221.520020
	Iteration 17Q: 3 clusters Score -5782461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -5782475.500000 Penalty: 5221.520020
	Iteration 18Q: 3 clusters Score -5782476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5782483.500000 Penalty: 5221.520020
	Iteration 19Q: 3 clusters Score -5782484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -5782488.000000 Penalty: 5221.520020
	Iteration 20F: 3 clusters Score -5782488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5782488.500000 Penalty: 5221.520020
	Iteration 21Q: 3 clusters Score -5782488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5782487.000000 Penalty: 5221.520020
	Iteration 22Q: 3 clusters Score -5782487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5782493.000000 Penalty: 5221.520020
	Iteration 23Q: 3 clusters Score -5782493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5782494.500000 Penalty: 5221.520020
	Iteration 24Q: 3 clusters Score -5782494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5782491.500000 Penalty: 5221.520020
	Iteration 25Q: 3 clusters Score -5782492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5782495.000000 Penalty: 5221.520020
	Iteration 26Q: 3 clusters Score -5782495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5782498.500000 Penalty: 5221.520020
	Iteration 27Q: 3 clusters Score -5782498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5782496.000000 Penalty: 5221.520020
	Iteration 28Q: 3 clusters Score -5782496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5782495.000000 Penalty: 5221.520020
	Iteration 29Q: 3 clusters Score -5782495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5782496.000000 Penalty: 5221.520020
	Iteration 30Q: 3 clusters Score -5782496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5782499.500000 Penalty: 5221.520020
	Iteration 31Q: 3 clusters Score -5782500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5782494.000000 Penalty: 5221.520020
	Iteration 32Q: 3 clusters Score -5782494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5782495.500000 Penalty: 5221.520020
	Iteration 33Q: 3 clusters Score -5782496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5782499.000000 Penalty: 5221.520020
	Iteration 34Q: 3 clusters Score -5782499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5782504.500000 Penalty: 5221.520020
	Iteration 35Q: 3 clusters Score -5782504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5782504.500000 Penalty: 5221.520020
	Iteration 36F: 3 clusters Score -5782504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -22595.201172 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -22595.2 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 125 members 
Entering Unmasked Estep 
Score: -21529.759766 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -21529.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21624.896484 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -21624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21643.146484 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -21643.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21665.708984 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -21665.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21672.703125 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -21672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21675.630859 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -21675.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21675.630859 Penalty: 2679.728027
	Iteration 6F: 3 clusters Score -21675.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Entering Unmasked Estep 
Score: -5019897.500000 Penalty: 2576.890137
	Iteration 0F: 2 clusters Score -5019898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4997572.500000 Penalty: 5153.780273
	Iteration 0F: 3 clusters Score -4997572 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -5005709.000000 Penalty: 5153.780273
	Iteration 1F: 3 clusters Score -5005709 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5006195.500000 Penalty: 5153.780273
	Iteration 2Q: 3 clusters Score -5006196 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -5006702.000000 Penalty: 5153.780273
	Iteration 3Q: 3 clusters Score -5006702 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5007272.000000 Penalty: 5153.780273
	Iteration 4Q: 3 clusters Score -5007272 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5007841.000000 Penalty: 5153.780273
	Iteration 5Q: 3 clusters Score -5007841 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5008601.500000 Penalty: 5153.780273
	Iteration 6Q: 3 clusters Score -5008602 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5009532.000000 Penalty: 5153.780273
	Iteration 7F: 3 clusters Score -5009532 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5010716.000000 Penalty: 5153.780273
	Iteration 8F: 3 clusters Score -5010716 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -5012014.500000 Penalty: 5153.780273
	Iteration 9F: 3 clusters Score -5012014 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5013204.500000 Penalty: 5153.780273
	Iteration 10F: 3 clusters Score -5013204 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5013958.500000 Penalty: 5153.780273
	Iteration 11Q: 3 clusters Score -5013958 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -5014357.000000 Penalty: 5153.780273
	Iteration 12Q: 3 clusters Score -5014357 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5014573.500000 Penalty: 5153.780273
	Iteration 13Q: 3 clusters Score -5014574 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5014739.000000 Penalty: 5153.780273
	Iteration 14Q: 3 clusters Score -5014739 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -5014879.000000 Penalty: 5153.780273
	Iteration 15Q: 3 clusters Score -5014879 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -5015025.000000 Penalty: 5153.780273
	Iteration 16Q: 3 clusters Score -5015025 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5015168.500000 Penalty: 5153.780273
	Iteration 17Q: 3 clusters Score -5015168 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5015288.000000 Penalty: 5153.780273
	Iteration 18Q: 3 clusters Score -5015288 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5015425.000000 Penalty: 5153.780273
	Iteration 19Q: 3 clusters Score -5015425 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -5015545.000000 Penalty: 5153.780273
	Iteration 20F: 3 clusters Score -5015545 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -5015649.000000 Penalty: 5153.780273
	Iteration 21Q: 3 clusters Score -5015649 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5015759.500000 Penalty: 5153.780273
	Iteration 22Q: 3 clusters Score -5015760 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5015864.500000 Penalty: 5153.780273
	Iteration 23Q: 3 clusters Score -5015864 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5015925.500000 Penalty: 5153.780273
	Iteration 24Q: 3 clusters Score -5015926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5016010.500000 Penalty: 5153.780273
	Iteration 25Q: 3 clusters Score -5016010 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5016078.500000 Penalty: 5153.780273
	Iteration 26Q: 3 clusters Score -5016078 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -5016141.500000 Penalty: 5153.780273
	Iteration 27Q: 3 clusters Score -5016142 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5016218.500000 Penalty: 5153.780273
	Iteration 28Q: 3 clusters Score -5016218 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5016287.000000 Penalty: 5153.780273
	Iteration 29Q: 3 clusters Score -5016287 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5016340.500000 Penalty: 5153.780273
	Iteration 30Q: 3 clusters Score -5016340 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5016418.500000 Penalty: 5153.780273
	Iteration 31Q: 3 clusters Score -5016418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -5016479.000000 Penalty: 5153.780273
	Iteration 32Q: 3 clusters Score -5016479 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -5016528.000000 Penalty: 5153.780273
	Iteration 33Q: 3 clusters Score -5016528 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5016574.500000 Penalty: 5153.780273
	Iteration 34Q: 3 clusters Score -5016574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5016628.000000 Penalty: 5153.780273
	Iteration 35Q: 3 clusters Score -5016628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5016672.500000 Penalty: 5153.780273
	Iteration 36Q: 3 clusters Score -5016672 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5016727.000000 Penalty: 5153.780273
	Iteration 37Q: 3 clusters Score -5016727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5016785.000000 Penalty: 5153.780273
	Iteration 38Q: 3 clusters Score -5016785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5016821.000000 Penalty: 5153.780273
	Iteration 39Q: 3 clusters Score -5016821 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5016880.000000 Penalty: 5153.780273
	Iteration 40F: 3 clusters Score -5016880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5016912.000000 Penalty: 5153.780273
	Iteration 41Q: 3 clusters Score -5016912 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5016961.500000 Penalty: 5153.780273
	Iteration 42Q: 3 clusters Score -5016962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5016987.000000 Penalty: 5153.780273
	Iteration 43Q: 3 clusters Score -5016987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5017031.500000 Penalty: 5153.780273
	Iteration 44Q: 3 clusters Score -5017032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5017069.000000 Penalty: 5153.780273
	Iteration 45Q: 3 clusters Score -5017069 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5017087.000000 Penalty: 5153.780273
	Iteration 46Q: 3 clusters Score -5017087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5017115.500000 Penalty: 5153.780273
	Iteration 47Q: 3 clusters Score -5017116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5017150.000000 Penalty: 5153.780273
	Iteration 48Q: 3 clusters Score -5017150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5017153.500000 Penalty: 5153.780273
	Iteration 49Q: 3 clusters Score -5017154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5017195.000000 Penalty: 5153.780273
	Iteration 50Q: 3 clusters Score -5017195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5017218.000000 Penalty: 5153.780273
	Iteration 51Q: 3 clusters Score -5017218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5017235.000000 Penalty: 5153.780273
	Iteration 52Q: 3 clusters Score -5017235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5017259.000000 Penalty: 5153.780273
	Iteration 53Q: 3 clusters Score -5017259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5017268.000000 Penalty: 5153.780273
	Iteration 54Q: 3 clusters Score -5017268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5017289.000000 Penalty: 5153.780273
	Iteration 55Q: 3 clusters Score -5017289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5017305.000000 Penalty: 5153.780273
	Iteration 56Q: 3 clusters Score -5017305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5017324.500000 Penalty: 5153.780273
	Iteration 57Q: 3 clusters Score -5017324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5017333.500000 Penalty: 5153.780273
	Iteration 58Q: 3 clusters Score -5017334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5017349.500000 Penalty: 5153.780273
	Iteration 59Q: 3 clusters Score -5017350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5017352.000000 Penalty: 5153.780273
	Iteration 60F: 3 clusters Score -5017352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5017353.500000 Penalty: 5153.780273
	Iteration 61Q: 3 clusters Score -5017354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5017353.000000 Penalty: 5153.780273
	Iteration 62Q: 3 clusters Score -5017353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5017367.000000 Penalty: 5153.780273
	Iteration 63Q: 3 clusters Score -5017367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5017387.000000 Penalty: 5153.780273
	Iteration 64Q: 3 clusters Score -5017387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5017398.000000 Penalty: 5153.780273
	Iteration 65Q: 3 clusters Score -5017398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5017414.000000 Penalty: 5153.780273
	Iteration 66Q: 3 clusters Score -5017414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5017428.000000 Penalty: 5153.780273
	Iteration 67Q: 3 clusters Score -5017428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5017426.500000 Penalty: 5153.780273
	Iteration 68Q: 3 clusters Score -5017426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5017435.000000 Penalty: 5153.780273
	Iteration 69Q: 3 clusters Score -5017435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5017443.500000 Penalty: 5153.780273
	Iteration 70Q: 3 clusters Score -5017444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5017451.000000 Penalty: 5153.780273
	Iteration 71Q: 3 clusters Score -5017451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5017457.500000 Penalty: 5153.780273
	Iteration 72Q: 3 clusters Score -5017458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5017464.000000 Penalty: 5153.780273
	Iteration 73Q: 3 clusters Score -5017464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5017471.000000 Penalty: 5153.780273
	Iteration 74Q: 3 clusters Score -5017471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5017473.500000 Penalty: 5153.780273
	Iteration 75Q: 3 clusters Score -5017474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5017476.500000 Penalty: 5153.780273
	Iteration 76Q: 3 clusters Score -5017476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5017473.000000 Penalty: 5153.780273
	Iteration 77Q: 3 clusters Score -5017473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5017472.000000 Penalty: 5153.780273
	Iteration 78Q: 3 clusters Score -5017472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5017484.500000 Penalty: 5153.780273
	Iteration 79Q: 3 clusters Score -5017484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5017489.000000 Penalty: 5153.780273
	Iteration 80F: 3 clusters Score -5017489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5017489.500000 Penalty: 5153.780273
	Iteration 81Q: 3 clusters Score -5017490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5017494.500000 Penalty: 5153.780273
	Iteration 82Q: 3 clusters Score -5017494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5017495.000000 Penalty: 5153.780273
	Iteration 83Q: 3 clusters Score -5017495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5017490.000000 Penalty: 5153.780273
	Iteration 84Q: 3 clusters Score -5017490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5017492.500000 Penalty: 5153.780273
	Iteration 85Q: 3 clusters Score -5017492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5017496.500000 Penalty: 5153.780273
	Iteration 86Q: 3 clusters Score -5017496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5017500.500000 Penalty: 5153.780273
	Iteration 87Q: 3 clusters Score -5017500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5017505.000000 Penalty: 5153.780273
	Iteration 88Q: 3 clusters Score -5017505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5017509.500000 Penalty: 5153.780273
	Iteration 89Q: 3 clusters Score -5017510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5017516.000000 Penalty: 5153.780273
	Iteration 90Q: 3 clusters Score -5017516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5017519.000000 Penalty: 5153.780273
	Iteration 91Q: 3 clusters Score -5017519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5017524.500000 Penalty: 5153.780273
	Iteration 92Q: 3 clusters Score -5017524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5017521.500000 Penalty: 5153.780273
	Iteration 93Q: 3 clusters Score -5017522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5017516.000000 Penalty: 5153.780273
	Iteration 94Q: 3 clusters Score -5017516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5017512.500000 Penalty: 5153.780273
	Iteration 95Q: 3 clusters Score -5017512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5017523.000000 Penalty: 5153.780273
	Iteration 96Q: 3 clusters Score -5017523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5017524.500000 Penalty: 5153.780273
	Iteration 97Q: 3 clusters Score -5017524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5017519.000000 Penalty: 5153.780273
	Iteration 98Q: 3 clusters Score -5017519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5017523.500000 Penalty: 5153.780273
	Iteration 99Q: 3 clusters Score -5017524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5017524.000000 Penalty: 5153.780273
	Iteration 100F: 3 clusters Score -5017524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5017515.000000 Penalty: 5153.780273
	Iteration 101Q: 3 clusters Score -5017515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5017522.500000 Penalty: 5153.780273
	Iteration 102Q: 3 clusters Score -5017522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5017520.500000 Penalty: 5153.780273
	Iteration 103Q: 3 clusters Score -5017520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5017519.500000 Penalty: 5153.780273
	Iteration 104Q: 3 clusters Score -5017520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5017528.500000 Penalty: 5153.780273
	Iteration 105Q: 3 clusters Score -5017528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5017521.000000 Penalty: 5153.780273
	Iteration 106Q: 3 clusters Score -5017521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5017526.500000 Penalty: 5153.780273
	Iteration 107Q: 3 clusters Score -5017526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5017526.500000 Penalty: 5153.780273
	Iteration 108F: 3 clusters Score -5017526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -875224.687500 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -875224.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -870095.750000 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -870095.8 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -871435.562500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -871435.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -871739.437500 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -871739.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -871971.375000 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -871971.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -872123.750000 Penalty: 4308.887207
	Iteration 4F: 3 clusters Score -872123.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -872225.750000 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -872225.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -872315.937500 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -872315.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -872390.187500 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -872390.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -872471.062500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -872471.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -872534.187500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -872534.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -872598.187500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -872598.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -872659.875000 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -872659.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -872708.625000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -872708.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -872763.812500 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -872763.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -872813.625000 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -872813.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -872849.312500 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -872849.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -872881.625000 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -872881.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -872913.687500 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -872913.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -872942.625000 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -872942.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -872967.562500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -872967.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -872991.437500 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -872991.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -873013.812500 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -873013.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -873037.187500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -873037.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -873056.812500 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -873056.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -873079.437500 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -873079.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -873097.812500 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -873097.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -873112.625000 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -873112.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -873128.125000 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -873128.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -873145.312500 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -873145.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -873160.187500 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -873160.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -873174.125000 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -873174.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -873188.500000 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -873188.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -873208.562500 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -873208.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -873222.812500 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -873222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -873233.312500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -873233.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -873245.625000 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -873245.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -873256.375000 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -873256.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -873267.500000 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -873267.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -873276.750000 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -873276.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -873284.250000 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -873284.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -873298.562500 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -873298.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -873310.062500 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -873310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -873319.687500 Penalty: 4308.887207
	Iteration 42Q: 3 clusters Score -873319.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -873321.312500 Penalty: 4308.887207
	Iteration 43Q: 3 clusters Score -873321.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -873329.812500 Penalty: 4308.887207
	Iteration 44Q: 3 clusters Score -873329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -873336.000000 Penalty: 4308.887207
	Iteration 45Q: 3 clusters Score -873336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -873342.375000 Penalty: 4308.887207
	Iteration 46Q: 3 clusters Score -873342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -873345.812500 Penalty: 4308.887207
	Iteration 47Q: 3 clusters Score -873345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -873352.500000 Penalty: 4308.887207
	Iteration 48Q: 3 clusters Score -873352.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -873359.125000 Penalty: 4308.887207
	Iteration 49Q: 3 clusters Score -873359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -873359.750000 Penalty: 4308.887207
	Iteration 50Q: 3 clusters Score -873359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -873360.187500 Penalty: 4308.887207
	Iteration 51Q: 3 clusters Score -873360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -873362.250000 Penalty: 4308.887207
	Iteration 52Q: 3 clusters Score -873362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -873367.312500 Penalty: 4308.887207
	Iteration 53Q: 3 clusters Score -873367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -873366.312500 Penalty: 4308.887207
	Iteration 54Q: 3 clusters Score -873366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -873370.562500 Penalty: 4308.887207
	Iteration 55Q: 3 clusters Score -873370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -873377.937500 Penalty: 4308.887207
	Iteration 56Q: 3 clusters Score -873377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -873380.000000 Penalty: 4308.887207
	Iteration 57Q: 3 clusters Score -873380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -873387.062500 Penalty: 4308.887207
	Iteration 58Q: 3 clusters Score -873387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -873391.750000 Penalty: 4308.887207
	Iteration 59Q: 3 clusters Score -873391.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -873397.437500 Penalty: 4308.887207
	Iteration 60F: 3 clusters Score -873397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -873402.687500 Penalty: 4308.887207
	Iteration 61Q: 3 clusters Score -873402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -873406.062500 Penalty: 4308.887207
	Iteration 62Q: 3 clusters Score -873406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -873408.187500 Penalty: 4308.887207
	Iteration 63Q: 3 clusters Score -873408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -873409.000000 Penalty: 4308.887207
	Iteration 64Q: 3 clusters Score -873409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -873410.250000 Penalty: 4308.887207
	Iteration 65Q: 3 clusters Score -873410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -873409.812500 Penalty: 4308.887207
	Iteration 66Q: 3 clusters Score -873409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -873411.250000 Penalty: 4308.887207
	Iteration 67Q: 3 clusters Score -873411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -873412.437500 Penalty: 4308.887207
	Iteration 68Q: 3 clusters Score -873412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -873412.062500 Penalty: 4308.887207
	Iteration 69Q: 3 clusters Score -873412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -873414.312500 Penalty: 4308.887207
	Iteration 70Q: 3 clusters Score -873414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -873415.125000 Penalty: 4308.887207
	Iteration 71Q: 3 clusters Score -873415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -873414.812500 Penalty: 4308.887207
	Iteration 72Q: 3 clusters Score -873414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -873415.187500 Penalty: 4308.887207
	Iteration 73Q: 3 clusters Score -873415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -873414.562500 Penalty: 4308.887207
	Iteration 74Q: 3 clusters Score -873414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -873414.625000 Penalty: 4308.887207
	Iteration 75Q: 3 clusters Score -873414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -873416.375000 Penalty: 4308.887207
	Iteration 76Q: 3 clusters Score -873416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -873418.875000 Penalty: 4308.887207
	Iteration 77Q: 3 clusters Score -873418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -873418.875000 Penalty: 4308.887207
	Iteration 78Q: 3 clusters Score -873418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -873418.937500 Penalty: 4308.887207
	Iteration 79Q: 3 clusters Score -873418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -873419.312500 Penalty: 4308.887207
	Iteration 80F: 3 clusters Score -873419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Entering Unmasked Estep 
Score: -6024596.500000 Penalty: 2618.202881
	Iteration 0F: 2 clusters Score -6024596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5998505.000000 Penalty: 5236.405762
	Iteration 0F: 3 clusters Score -5998505 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6008199.000000 Penalty: 5236.405762
	Iteration 1F: 3 clusters Score -6008199 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -6008653.000000 Penalty: 5236.405762
	Iteration 2Q: 3 clusters Score -6008653 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -6009078.000000 Penalty: 5236.405762
	Iteration 3Q: 3 clusters Score -6009078 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6009520.000000 Penalty: 5236.405762
	Iteration 4Q: 3 clusters Score -6009520 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -6009954.000000 Penalty: 5236.405762
	Iteration 5Q: 3 clusters Score -6009954 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -6010358.000000 Penalty: 5236.405762
	Iteration 6Q: 3 clusters Score -6010358 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -6010816.500000 Penalty: 5236.405762
	Iteration 7Q: 3 clusters Score -6010816 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6011263.000000 Penalty: 5236.405762
	Iteration 8Q: 3 clusters Score -6011263 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6011803.500000 Penalty: 5236.405762
	Iteration 9Q: 3 clusters Score -6011804 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -6012388.500000 Penalty: 5236.405762
	Iteration 10Q: 3 clusters Score -6012388 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -6013069.500000 Penalty: 5236.405762
	Iteration 11Q: 3 clusters Score -6013070 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -6013876.500000 Penalty: 5236.405762
	Iteration 12Q: 3 clusters Score -6013876 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -6014792.000000 Penalty: 5236.405762
	Iteration 13Q: 3 clusters Score -6014792 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -6015556.500000 Penalty: 5236.405762
	Iteration 14Q: 3 clusters Score -6015556 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -6016176.500000 Penalty: 5236.405762
	Iteration 15Q: 3 clusters Score -6016176 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -6016608.500000 Penalty: 5236.405762
	Iteration 16Q: 3 clusters Score -6016608 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -6016850.500000 Penalty: 5236.405762
	Iteration 17Q: 3 clusters Score -6016850 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -6017019.000000 Penalty: 5236.405762
	Iteration 18Q: 3 clusters Score -6017019 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -6017154.500000 Penalty: 5236.405762
	Iteration 19Q: 3 clusters Score -6017154 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -6017311.500000 Penalty: 5236.405762
	Iteration 20F: 3 clusters Score -6017312 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -6017461.000000 Penalty: 5236.405762
	Iteration 21Q: 3 clusters Score -6017461 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -6017606.000000 Penalty: 5236.405762
	Iteration 22Q: 3 clusters Score -6017606 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -6017762.500000 Penalty: 5236.405762
	Iteration 23Q: 3 clusters Score -6017762 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6017952.000000 Penalty: 5236.405762
	Iteration 24Q: 3 clusters Score -6017952 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6018138.500000 Penalty: 5236.405762
	Iteration 25Q: 3 clusters Score -6018138 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -6018325.500000 Penalty: 5236.405762
	Iteration 26Q: 3 clusters Score -6018326 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -6018547.000000 Penalty: 5236.405762
	Iteration 27Q: 3 clusters Score -6018547 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6018789.500000 Penalty: 5236.405762
	Iteration 28Q: 3 clusters Score -6018790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -6019083.500000 Penalty: 5236.405762
	Iteration 29Q: 3 clusters Score -6019084 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6019362.000000 Penalty: 5236.405762
	Iteration 30Q: 3 clusters Score -6019362 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -6019681.500000 Penalty: 5236.405762
	Iteration 31Q: 3 clusters Score -6019682 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6020026.500000 Penalty: 5236.405762
	Iteration 32Q: 3 clusters Score -6020026 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6020342.500000 Penalty: 5236.405762
	Iteration 33Q: 3 clusters Score -6020342 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6020669.500000 Penalty: 5236.405762
	Iteration 34Q: 3 clusters Score -6020670 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6020937.500000 Penalty: 5236.405762
	Iteration 35Q: 3 clusters Score -6020938 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6021154.500000 Penalty: 5236.405762
	Iteration 36Q: 3 clusters Score -6021154 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6021365.000000 Penalty: 5236.405762
	Iteration 37Q: 3 clusters Score -6021365 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6021548.000000 Penalty: 5236.405762
	Iteration 38Q: 3 clusters Score -6021548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6021678.000000 Penalty: 5236.405762
	Iteration 39Q: 3 clusters Score -6021678 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6021791.000000 Penalty: 5236.405762
	Iteration 40F: 3 clusters Score -6021791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6021884.000000 Penalty: 5236.405762
	Iteration 41Q: 3 clusters Score -6021884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6021959.000000 Penalty: 5236.405762
	Iteration 42Q: 3 clusters Score -6021959 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6022038.500000 Penalty: 5236.405762
	Iteration 43Q: 3 clusters Score -6022038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6022103.500000 Penalty: 5236.405762
	Iteration 44Q: 3 clusters Score -6022104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6022141.500000 Penalty: 5236.405762
	Iteration 45Q: 3 clusters Score -6022142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6022156.500000 Penalty: 5236.405762
	Iteration 46Q: 3 clusters Score -6022156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6022168.500000 Penalty: 5236.405762
	Iteration 47Q: 3 clusters Score -6022168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6022184.500000 Penalty: 5236.405762
	Iteration 48Q: 3 clusters Score -6022184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6022195.000000 Penalty: 5236.405762
	Iteration 49Q: 3 clusters Score -6022195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6022205.000000 Penalty: 5236.405762
	Iteration 50Q: 3 clusters Score -6022205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6022226.000000 Penalty: 5236.405762
	Iteration 51Q: 3 clusters Score -6022226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6022219.500000 Penalty: 5236.405762
	Iteration 52Q: 3 clusters Score -6022220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6022227.500000 Penalty: 5236.405762
	Iteration 53Q: 3 clusters Score -6022228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6022236.500000 Penalty: 5236.405762
	Iteration 54Q: 3 clusters Score -6022236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6022256.000000 Penalty: 5236.405762
	Iteration 55Q: 3 clusters Score -6022256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6022263.000000 Penalty: 5236.405762
	Iteration 56Q: 3 clusters Score -6022263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6022262.000000 Penalty: 5236.405762
	Iteration 57Q: 3 clusters Score -6022262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6022266.000000 Penalty: 5236.405762
	Iteration 58Q: 3 clusters Score -6022266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6022266.000000 Penalty: 5236.405762
	Iteration 59Q: 3 clusters Score -6022266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6022272.500000 Penalty: 5236.405762
	Iteration 60F: 3 clusters Score -6022272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6022269.500000 Penalty: 5236.405762
	Iteration 61Q: 3 clusters Score -6022270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6022272.500000 Penalty: 5236.405762
	Iteration 62Q: 3 clusters Score -6022272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6022277.500000 Penalty: 5236.405762
	Iteration 63Q: 3 clusters Score -6022278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6022278.000000 Penalty: 5236.405762
	Iteration 64Q: 3 clusters Score -6022278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6022278.000000 Penalty: 5236.405762
	Iteration 65F: 3 clusters Score -6022278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Entering Unmasked Estep 
Score: -3580562.750000 Penalty: 2496.754883
	Iteration 0F: 2 clusters Score -3580563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3564122.250000 Penalty: 4993.509766
	Iteration 0F: 3 clusters Score -3564122 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3569731.750000 Penalty: 4993.509766
	Iteration 1F: 3 clusters Score -3569732 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3570166.000000 Penalty: 4993.509766
	Iteration 2F: 3 clusters Score -3570166 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3570572.000000 Penalty: 4993.509766
	Iteration 3Q: 3 clusters Score -3570572 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3571048.250000 Penalty: 4993.509766
	Iteration 4Q: 3 clusters Score -3571048 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3571683.750000 Penalty: 4993.509766
	Iteration 5F: 3 clusters Score -3571684 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3572596.250000 Penalty: 4993.509766
	Iteration 6F: 3 clusters Score -3572596 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3573802.250000 Penalty: 4993.509766
	Iteration 7F: 3 clusters Score -3573802 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3575244.000000 Penalty: 4993.509766
	Iteration 8F: 3 clusters Score -3575244 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3576539.750000 Penalty: 4993.509766
	Iteration 9F: 3 clusters Score -3576540 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3577529.000000 Penalty: 4993.509766
	Iteration 10Q: 3 clusters Score -3577529 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3578171.000000 Penalty: 4993.509766
	Iteration 11Q: 3 clusters Score -3578171 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3578557.250000 Penalty: 4993.509766
	Iteration 12Q: 3 clusters Score -3578557 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3578777.750000 Penalty: 4993.509766
	Iteration 13Q: 3 clusters Score -3578778 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3578890.250000 Penalty: 4993.509766
	Iteration 14Q: 3 clusters Score -3578890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3578934.250000 Penalty: 4993.509766
	Iteration 15Q: 3 clusters Score -3578934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3578970.000000 Penalty: 4993.509766
	Iteration 16Q: 3 clusters Score -3578970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3578991.250000 Penalty: 4993.509766
	Iteration 17Q: 3 clusters Score -3578991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3579004.250000 Penalty: 4993.509766
	Iteration 18Q: 3 clusters Score -3579004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3579006.250000 Penalty: 4993.509766
	Iteration 19Q: 3 clusters Score -3579006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3579006.500000 Penalty: 4993.509766
	Iteration 20F: 3 clusters Score -3579006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579010.500000 Penalty: 4993.509766
	Iteration 21Q: 3 clusters Score -3579010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579012.000000 Penalty: 4993.509766
	Iteration 22Q: 3 clusters Score -3579012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579014.500000 Penalty: 4993.509766
	Iteration 23Q: 3 clusters Score -3579014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579017.250000 Penalty: 4993.509766
	Iteration 24Q: 3 clusters Score -3579017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579016.750000 Penalty: 4993.509766
	Iteration 25Q: 3 clusters Score -3579017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3579020.250000 Penalty: 4993.509766
	Iteration 26Q: 3 clusters Score -3579020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3579020.000000 Penalty: 4993.509766
	Iteration 27Q: 3 clusters Score -3579020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579022.250000 Penalty: 4993.509766
	Iteration 28Q: 3 clusters Score -3579022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3579020.000000 Penalty: 4993.509766
	Iteration 29Q: 3 clusters Score -3579020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3579021.750000 Penalty: 4993.509766
	Iteration 30Q: 3 clusters Score -3579022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3579022.750000 Penalty: 4993.509766
	Iteration 31Q: 3 clusters Score -3579023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3579022.500000 Penalty: 4993.509766
	Iteration 32Q: 3 clusters Score -3579022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3579019.500000 Penalty: 4993.509766
	Iteration 33Q: 3 clusters Score -3579020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3579023.250000 Penalty: 4993.509766
	Iteration 34Q: 3 clusters Score -3579023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3579020.500000 Penalty: 4993.509766
	Iteration 35Q: 3 clusters Score -3579020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3579022.750000 Penalty: 4993.509766
	Iteration 36Q: 3 clusters Score -3579023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3579022.000000 Penalty: 4993.509766
	Iteration 37Q: 3 clusters Score -3579022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3579019.500000 Penalty: 4993.509766
	Iteration 38Q: 3 clusters Score -3579020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3579019.500000 Penalty: 4993.509766
	Iteration 39Q: 3 clusters Score -3579020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3579015.000000 Penalty: 4993.509766
	Iteration 40F: 3 clusters Score -3579015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3579021.500000 Penalty: 4993.509766
	Iteration 41Q: 3 clusters Score -3579022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3579023.750000 Penalty: 4993.509766
	Iteration 42Q: 3 clusters Score -3579024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3579022.000000 Penalty: 4993.509766
	Iteration 43Q: 3 clusters Score -3579022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3579022.000000 Penalty: 4993.509766
	Iteration 44F: 3 clusters Score -3579022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -952423.125000 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -952423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -946953.000000 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -946953 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -948343.875000 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -948343.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -948585.687500 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -948585.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -948745.500000 Penalty: 4345.884277
	Iteration 3Q: 3 clusters Score -948745.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -948890.875000 Penalty: 4345.884277
	Iteration 4Q: 3 clusters Score -948890.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -949029.437500 Penalty: 4345.884277
	Iteration 5Q: 3 clusters Score -949029.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -949159.875000 Penalty: 4345.884277
	Iteration 6Q: 3 clusters Score -949159.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -949292.125000 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -949292.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -949416.500000 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -949416.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -949531.687500 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -949531.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -949645.125000 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -949645.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -949743.250000 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -949743.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -949825.375000 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -949825.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -949922.875000 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -949922.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -950026.562500 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -950026.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -950134.250000 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -950134.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -950246.437500 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -950246.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -950379.812500 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -950379.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -950491.500000 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -950491.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -950592.062500 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -950592.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -950682.125000 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -950682.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -950734.062500 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -950734.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -950786.250000 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -950786.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -950817.937500 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -950817.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -950845.125000 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -950845.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -950873.062500 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -950873.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -950892.187500 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -950892.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -950907.000000 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -950907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -950918.437500 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -950918.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -950928.937500 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -950928.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -950938.562500 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -950938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -950943.687500 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -950943.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -950949.500000 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -950949.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -950955.062500 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -950955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -950957.000000 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -950957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -950956.062500 Penalty: 4345.884277
	Iteration 35Q: 3 clusters Score -950956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -950956.062500 Penalty: 4345.884277
	Iteration 36F: 3 clusters Score -950956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -323082.281250 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -323082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320124.312500 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -320124.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -320694.687500 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -320694.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320866.750000 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -320866.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -320967.593750 Penalty: 3882.707031
	Iteration 3F: 3 clusters Score -320967.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -321032.031250 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -321032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -321080.968750 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -321081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321122.218750 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -321122.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321151.031250 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -321151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321179.750000 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -321179.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -321209.593750 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -321209.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321240.468750 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -321240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321272.687500 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -321272.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321301.312500 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -321301.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -321345.187500 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -321345.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -321400.468750 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -321400.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321458.312500 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -321458.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -321544.031250 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -321544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -321642.093750 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -321642.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -321737.687500 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -321737.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321786.468750 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -321786.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321811.968750 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -321812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321824.562500 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -321824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321830.343750 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -321830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321836.718750 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -321836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321839.812500 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -321839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321842.156250 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -321842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321845.562500 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -321845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321849.343750 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -321849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321854.187500 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -321854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -321859.281250 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -321859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321865.125000 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -321865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321870.187500 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -321870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -321874.593750 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -321874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321879.500000 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -321879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321882.468750 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -321882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321883.687500 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -321883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321884.093750 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -321884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321884.343750 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -321884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321884.343750 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -321884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321885.687500 Penalty: 3882.707031
	Iteration 39Q: 3 clusters Score -321885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321888.218750 Penalty: 3882.707031
	Iteration 40F: 3 clusters Score -321888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321888.062500 Penalty: 3882.707031
	Iteration 41Q: 3 clusters Score -321888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321889.093750 Penalty: 3882.707031
	Iteration 42Q: 3 clusters Score -321889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321890.343750 Penalty: 3882.707031
	Iteration 43Q: 3 clusters Score -321890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321890.593750 Penalty: 3882.707031
	Iteration 44Q: 3 clusters Score -321890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321890.906250 Penalty: 3882.707031
	Iteration 45Q: 3 clusters Score -321890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321890.906250 Penalty: 3882.707031
	Iteration 46F: 3 clusters Score -321890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Entering Unmasked Estep 
Score: -15975073.000000 Penalty: 2864.872559
	Iteration 0F: 2 clusters Score -1.597507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -15908206.000000 Penalty: 5729.745117
	Iteration 0F: 3 clusters Score -1.590821e+07 nChanged 49090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -15936022.000000 Penalty: 5729.745117
	Iteration 1F: 3 clusters Score -1.593602e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -15936836.000000 Penalty: 5729.745117
	Iteration 2Q: 3 clusters Score -1.593684e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -15937700.000000 Penalty: 5729.745117
	Iteration 3Q: 3 clusters Score -1.59377e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -15938720.000000 Penalty: 5729.745117
	Iteration 4Q: 3 clusters Score -1.593872e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -15940277.000000 Penalty: 5729.745117
	Iteration 5Q: 3 clusters Score -1.594028e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -15942757.000000 Penalty: 5729.745117
	Iteration 6Q: 3 clusters Score -1.594276e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -15946423.000000 Penalty: 5729.745117
	Iteration 7F: 3 clusters Score -1.594642e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -15951152.000000 Penalty: 5729.745117
	Iteration 8F: 3 clusters Score -1.595115e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -15956674.000000 Penalty: 5729.745117
	Iteration 9F: 3 clusters Score -1.595667e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -15961687.000000 Penalty: 5729.745117
	Iteration 10F: 3 clusters Score -1.596169e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -15965495.000000 Penalty: 5729.745117
	Iteration 11F: 3 clusters Score -1.59655e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -15967683.000000 Penalty: 5729.745117
	Iteration 12Q: 3 clusters Score -1.596768e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -15968803.000000 Penalty: 5729.745117
	Iteration 13Q: 3 clusters Score -1.59688e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -15969665.000000 Penalty: 5729.745117
	Iteration 14Q: 3 clusters Score -1.596966e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -15970395.000000 Penalty: 5729.745117
	Iteration 15Q: 3 clusters Score -1.59704e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -15971055.000000 Penalty: 5729.745117
	Iteration 16Q: 3 clusters Score -1.597106e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -15971460.000000 Penalty: 5729.745117
	Iteration 17Q: 3 clusters Score -1.597146e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -15971831.000000 Penalty: 5729.745117
	Iteration 18Q: 3 clusters Score -1.597183e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -15972229.000000 Penalty: 5729.745117
	Iteration 19Q: 3 clusters Score -1.597223e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -15972410.000000 Penalty: 5729.745117
	Iteration 20F: 3 clusters Score -1.597241e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -15972700.000000 Penalty: 5729.745117
	Iteration 21Q: 3 clusters Score -1.59727e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -15972998.000000 Penalty: 5729.745117
	Iteration 22Q: 3 clusters Score -1.5973e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -15973309.000000 Penalty: 5729.745117
	Iteration 23Q: 3 clusters Score -1.597331e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -15973617.000000 Penalty: 5729.745117
	Iteration 24Q: 3 clusters Score -1.597362e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -15973772.000000 Penalty: 5729.745117
	Iteration 25Q: 3 clusters Score -1.597377e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -15974050.000000 Penalty: 5729.745117
	Iteration 26Q: 3 clusters Score -1.597405e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -15974185.000000 Penalty: 5729.745117
	Iteration 27Q: 3 clusters Score -1.597418e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -15974351.000000 Penalty: 5729.745117
	Iteration 28Q: 3 clusters Score -1.597435e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -15974487.000000 Penalty: 5729.745117
	Iteration 29Q: 3 clusters Score -1.597449e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -15974608.000000 Penalty: 5729.745117
	Iteration 30Q: 3 clusters Score -1.597461e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -15974682.000000 Penalty: 5729.745117
	Iteration 31Q: 3 clusters Score -1.597468e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -15974750.000000 Penalty: 5729.745117
	Iteration 32Q: 3 clusters Score -1.597475e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -15974835.000000 Penalty: 5729.745117
	Iteration 33Q: 3 clusters Score -1.597484e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -15974896.000000 Penalty: 5729.745117
	Iteration 34Q: 3 clusters Score -1.59749e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -15974975.000000 Penalty: 5729.745117
	Iteration 35Q: 3 clusters Score -1.597498e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -15975026.000000 Penalty: 5729.745117
	Iteration 36Q: 3 clusters Score -1.597503e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -15975094.000000 Penalty: 5729.745117
	Iteration 37Q: 3 clusters Score -1.597509e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -15975101.000000 Penalty: 5729.745117
	Iteration 38Q: 3 clusters Score -1.59751e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -15975144.000000 Penalty: 5729.745117
	Iteration 39Q: 3 clusters Score -1.597514e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -15975138.000000 Penalty: 5729.745117
	Iteration 40F: 3 clusters Score -1.597514e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -15975155.000000 Penalty: 5729.745117
	Iteration 41Q: 3 clusters Score -1.597516e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -15975193.000000 Penalty: 5729.745117
	Iteration 42Q: 3 clusters Score -1.597519e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -15975148.000000 Penalty: 5729.745117
	Iteration 43Q: 3 clusters Score -1.597515e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -15975135.000000 Penalty: 5729.745117
	Iteration 44Q: 3 clusters Score -1.597514e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -15975170.000000 Penalty: 5729.745117
	Iteration 45Q: 3 clusters Score -1.597517e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -15975185.000000 Penalty: 5729.745117
	Iteration 46Q: 3 clusters Score -1.597518e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -15975186.000000 Penalty: 5729.745117
	Iteration 47Q: 3 clusters Score -1.597519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -15975196.000000 Penalty: 5729.745117
	Iteration 48Q: 3 clusters Score -1.59752e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -15975204.000000 Penalty: 5729.745117
	Iteration 49Q: 3 clusters Score -1.59752e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -15975212.000000 Penalty: 5729.745117
	Iteration 50Q: 3 clusters Score -1.597521e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -15975201.000000 Penalty: 5729.745117
	Iteration 51Q: 3 clusters Score -1.59752e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -15975207.000000 Penalty: 5729.745117
	Iteration 52Q: 3 clusters Score -1.597521e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -15975176.000000 Penalty: 5729.745117
	Iteration 53Q: 3 clusters Score -1.597518e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -15975154.000000 Penalty: 5729.745117
	Iteration 54Q: 3 clusters Score -1.597515e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -15975140.000000 Penalty: 5729.745117
	Iteration 55Q: 3 clusters Score -1.597514e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -15975136.000000 Penalty: 5729.745117
	Iteration 56Q: 3 clusters Score -1.597514e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -15975130.000000 Penalty: 5729.745117
	Iteration 57Q: 3 clusters Score -1.597513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -15975127.000000 Penalty: 5729.745117
	Iteration 58Q: 3 clusters Score -1.597513e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -15975120.000000 Penalty: 5729.745117
	Iteration 59Q: 3 clusters Score -1.597512e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -15975104.000000 Penalty: 5729.745117
	Iteration 60F: 3 clusters Score -1.59751e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -15975130.000000 Penalty: 5729.745117
	Iteration 61Q: 3 clusters Score -1.597513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -15975126.000000 Penalty: 5729.745117
	Iteration 62Q: 3 clusters Score -1.597513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -15975132.000000 Penalty: 5729.745117
	Iteration 63Q: 3 clusters Score -1.597513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -15975130.000000 Penalty: 5729.745117
	Iteration 64Q: 3 clusters Score -1.597513e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -15975119.000000 Penalty: 5729.745117
	Iteration 65Q: 3 clusters Score -1.597512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -15975156.000000 Penalty: 5729.745117
	Iteration 66Q: 3 clusters Score -1.597516e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -15975158.000000 Penalty: 5729.745117
	Iteration 67Q: 3 clusters Score -1.597516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -15975164.000000 Penalty: 5729.745117
	Iteration 68Q: 3 clusters Score -1.597516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -15975153.000000 Penalty: 5729.745117
	Iteration 69Q: 3 clusters Score -1.597515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -15975140.000000 Penalty: 5729.745117
	Iteration 70Q: 3 clusters Score -1.597514e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -15975162.000000 Penalty: 5729.745117
	Iteration 71Q: 3 clusters Score -1.597516e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -15975170.000000 Penalty: 5729.745117
	Iteration 72Q: 3 clusters Score -1.597517e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -15975182.000000 Penalty: 5729.745117
	Iteration 73Q: 3 clusters Score -1.597518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -15975148.000000 Penalty: 5729.745117
	Iteration 74Q: 3 clusters Score -1.597515e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -15975163.000000 Penalty: 5729.745117
	Iteration 75Q: 3 clusters Score -1.597516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -15975142.000000 Penalty: 5729.745117
	Iteration 76Q: 3 clusters Score -1.597514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -15975148.000000 Penalty: 5729.745117
	Iteration 77Q: 3 clusters Score -1.597515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -15975157.000000 Penalty: 5729.745117
	Iteration 78Q: 3 clusters Score -1.597516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -15975156.000000 Penalty: 5729.745117
	Iteration 79Q: 3 clusters Score -1.597516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -15975201.000000 Penalty: 5729.745117
	Iteration 80F: 3 clusters Score -1.59752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -15975195.000000 Penalty: 5729.745117
	Iteration 81Q: 3 clusters Score -1.59752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -15975186.000000 Penalty: 5729.745117
	Iteration 82Q: 3 clusters Score -1.597519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -15975180.000000 Penalty: 5729.745117
	Iteration 83Q: 3 clusters Score -1.597518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -15975186.000000 Penalty: 5729.745117
	Iteration 84Q: 3 clusters Score -1.597519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -15975206.000000 Penalty: 5729.745117
	Iteration 85Q: 3 clusters Score -1.597521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -15975200.000000 Penalty: 5729.745117
	Iteration 86Q: 3 clusters Score -1.59752e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -15975204.000000 Penalty: 5729.745117
	Iteration 87Q: 3 clusters Score -1.59752e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -15975170.000000 Penalty: 5729.745117
	Iteration 88Q: 3 clusters Score -1.597517e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -15975176.000000 Penalty: 5729.745117
	Iteration 89Q: 3 clusters Score -1.597518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -15975192.000000 Penalty: 5729.745117
	Iteration 90Q: 3 clusters Score -1.597519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -15975178.000000 Penalty: 5729.745117
	Iteration 91Q: 3 clusters Score -1.597518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -15975187.000000 Penalty: 5729.745117
	Iteration 92Q: 3 clusters Score -1.597519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -15975172.000000 Penalty: 5729.745117
	Iteration 93Q: 3 clusters Score -1.597517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -15975167.000000 Penalty: 5729.745117
	Iteration 94Q: 3 clusters Score -1.597517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -15975162.000000 Penalty: 5729.745117
	Iteration 95Q: 3 clusters Score -1.597516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -15975169.000000 Penalty: 5729.745117
	Iteration 96Q: 3 clusters Score -1.597517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -15975168.000000 Penalty: 5729.745117
	Iteration 97Q: 3 clusters Score -1.597517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -15975160.000000 Penalty: 5729.745117
	Iteration 98Q: 3 clusters Score -1.597516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -15975150.000000 Penalty: 5729.745117
	Iteration 99Q: 3 clusters Score -1.597515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -15975136.000000 Penalty: 5729.745117
	Iteration 100F: 3 clusters Score -1.597514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -15975126.000000 Penalty: 5729.745117
	Iteration 101Q: 3 clusters Score -1.597513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -15975131.000000 Penalty: 5729.745117
	Iteration 102Q: 3 clusters Score -1.597513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -15975168.000000 Penalty: 5729.745117
	Iteration 103Q: 3 clusters Score -1.597517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -15975175.000000 Penalty: 5729.745117
	Iteration 104Q: 3 clusters Score -1.597518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -15975172.000000 Penalty: 5729.745117
	Iteration 105Q: 3 clusters Score -1.597517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 96033 members 
Entering Unmasked Estep 
Score: -15975175.000000 Penalty: 5729.745117
	Iteration 106Q: 3 clusters Score -1.597518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -15975182.000000 Penalty: 5729.745117
	Iteration 107Q: 3 clusters Score -1.597518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -15975183.000000 Penalty: 5729.745117
	Iteration 108Q: 3 clusters Score -1.597518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -15975210.000000 Penalty: 5729.745117
	Iteration 109Q: 3 clusters Score -1.597521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -15975207.000000 Penalty: 5729.745117
	Iteration 110Q: 3 clusters Score -1.597521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -15975210.000000 Penalty: 5729.745117
	Iteration 111Q: 3 clusters Score -1.597521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -15975193.000000 Penalty: 5729.745117
	Iteration 112Q: 3 clusters Score -1.597519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -15975192.000000 Penalty: 5729.745117
	Iteration 113Q: 3 clusters Score -1.597519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -15975193.000000 Penalty: 5729.745117
	Iteration 114Q: 3 clusters Score -1.597519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -15975176.000000 Penalty: 5729.745117
	Iteration 115Q: 3 clusters Score -1.597518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -15975182.000000 Penalty: 5729.745117
	Iteration 116Q: 3 clusters Score -1.597518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -15975189.000000 Penalty: 5729.745117
	Iteration 117Q: 3 clusters Score -1.597519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -15975176.000000 Penalty: 5729.745117
	Iteration 118Q: 3 clusters Score -1.597518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -15975179.000000 Penalty: 5729.745117
	Iteration 119Q: 3 clusters Score -1.597518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -15975183.000000 Penalty: 5729.745117
	Iteration 120F: 3 clusters Score -1.597518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -15975194.000000 Penalty: 5729.745117
	Iteration 121Q: 3 clusters Score -1.597519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -15975175.000000 Penalty: 5729.745117
	Iteration 122Q: 3 clusters Score -1.597518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -15975177.000000 Penalty: 5729.745117
	Iteration 123Q: 3 clusters Score -1.597518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -15975174.000000 Penalty: 5729.745117
	Iteration 124Q: 3 clusters Score -1.597517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -15975182.000000 Penalty: 5729.745117
	Iteration 125Q: 3 clusters Score -1.597518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -15975175.000000 Penalty: 5729.745117
	Iteration 126Q: 3 clusters Score -1.597518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -15975177.000000 Penalty: 5729.745117
	Iteration 127Q: 3 clusters Score -1.597518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -15975187.000000 Penalty: 5729.745117
	Iteration 128Q: 3 clusters Score -1.597519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -15975184.000000 Penalty: 5729.745117
	Iteration 129Q: 3 clusters Score -1.597518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -15975173.000000 Penalty: 5729.745117
	Iteration 130Q: 3 clusters Score -1.597517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -15975173.000000 Penalty: 5729.745117
	Iteration 131Q: 3 clusters Score -1.597517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -15975168.000000 Penalty: 5729.745117
	Iteration 132Q: 3 clusters Score -1.597517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -15975183.000000 Penalty: 5729.745117
	Iteration 133Q: 3 clusters Score -1.597518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -15975194.000000 Penalty: 5729.745117
	Iteration 134Q: 3 clusters Score -1.597519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -15975193.000000 Penalty: 5729.745117
	Iteration 135Q: 3 clusters Score -1.597519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -15975207.000000 Penalty: 5729.745117
	Iteration 136Q: 3 clusters Score -1.597521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -15975203.000000 Penalty: 5729.745117
	Iteration 137Q: 3 clusters Score -1.59752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -15975196.000000 Penalty: 5729.745117
	Iteration 138Q: 3 clusters Score -1.59752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -15975171.000000 Penalty: 5729.745117
	Iteration 139Q: 3 clusters Score -1.597517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -15975179.000000 Penalty: 5729.745117
	Iteration 140F: 3 clusters Score -1.597518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -15975182.000000 Penalty: 5729.745117
	Iteration 141Q: 3 clusters Score -1.597518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -15975194.000000 Penalty: 5729.745117
	Iteration 142Q: 3 clusters Score -1.597519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -15975191.000000 Penalty: 5729.745117
	Iteration 143Q: 3 clusters Score -1.597519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -15975198.000000 Penalty: 5729.745117
	Iteration 144Q: 3 clusters Score -1.59752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -15975200.000000 Penalty: 5729.745117
	Iteration 145Q: 3 clusters Score -1.59752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -15975195.000000 Penalty: 5729.745117
	Iteration 146Q: 3 clusters Score -1.59752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -15975183.000000 Penalty: 5729.745117
	Iteration 147Q: 3 clusters Score -1.597518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -15975175.000000 Penalty: 5729.745117
	Iteration 148Q: 3 clusters Score -1.597518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -15975162.000000 Penalty: 5729.745117
	Iteration 149Q: 3 clusters Score -1.597516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -15975172.000000 Penalty: 5729.745117
	Iteration 150Q: 3 clusters Score -1.597517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -15975154.000000 Penalty: 5729.745117
	Iteration 151Q: 3 clusters Score -1.597515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -15975155.000000 Penalty: 5729.745117
	Iteration 152Q: 3 clusters Score -1.597516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -15975161.000000 Penalty: 5729.745117
	Iteration 153Q: 3 clusters Score -1.597516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -15975161.000000 Penalty: 5729.745117
	Iteration 154Q: 3 clusters Score -1.597516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -15975154.000000 Penalty: 5729.745117
	Iteration 155Q: 3 clusters Score -1.597515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -15975153.000000 Penalty: 5729.745117
	Iteration 156Q: 3 clusters Score -1.597515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -15975158.000000 Penalty: 5729.745117
	Iteration 157Q: 3 clusters Score -1.597516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -15975159.000000 Penalty: 5729.745117
	Iteration 158Q: 3 clusters Score -1.597516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -15975147.000000 Penalty: 5729.745117
	Iteration 159Q: 3 clusters Score -1.597515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -15975151.000000 Penalty: 5729.745117
	Iteration 160F: 3 clusters Score -1.597515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -15975155.000000 Penalty: 5729.745117
	Iteration 161Q: 3 clusters Score -1.597516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -15975148.000000 Penalty: 5729.745117
	Iteration 162Q: 3 clusters Score -1.597515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -15975153.000000 Penalty: 5729.745117
	Iteration 163Q: 3 clusters Score -1.597515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -15975144.000000 Penalty: 5729.745117
	Iteration 164Q: 3 clusters Score -1.597514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -15975158.000000 Penalty: 5729.745117
	Iteration 165Q: 3 clusters Score -1.597516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -15975156.000000 Penalty: 5729.745117
	Iteration 166Q: 3 clusters Score -1.597516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -15975168.000000 Penalty: 5729.745117
	Iteration 167Q: 3 clusters Score -1.597517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -15975169.000000 Penalty: 5729.745117
	Iteration 168Q: 3 clusters Score -1.597517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -15975167.000000 Penalty: 5729.745117
	Iteration 169Q: 3 clusters Score -1.597517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -15975165.000000 Penalty: 5729.745117
	Iteration 170Q: 3 clusters Score -1.597516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -15975165.000000 Penalty: 5729.745117
	Iteration 171F: 3 clusters Score -1.597516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 37319 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32555 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 60812 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 103559 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 96863 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 46364 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90806 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 48279 members 
Mstep: Class 26 contains 57527 members 
Mstep: Class 27 contains 96666 members 
Entering Unmasked Estep 
Score: -137784000.000000 Penalty: 91921.562500
Splitting cluster 10 changes total score from -137783968.000000 to -137784000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (60812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Entering Unmasked Estep 
Score: -9468263.000000 Penalty: 2731.854492
	Iteration 0F: 2 clusters Score -9468263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -9427584.000000 Penalty: 5463.708984
	Iteration 0F: 3 clusters Score -9427584 nChanged 28252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -9443406.000000 Penalty: 5463.708984
	Iteration 1F: 3 clusters Score -9443406 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -9443973.000000 Penalty: 5463.708984
	Iteration 2Q: 3 clusters Score -9443973 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -9444531.000000 Penalty: 5463.708984
	Iteration 3Q: 3 clusters Score -9444531 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -9445191.000000 Penalty: 5463.708984
	Iteration 4Q: 3 clusters Score -9445191 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -9446136.000000 Penalty: 5463.708984
	Iteration 5Q: 3 clusters Score -9446136 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9447276.000000 Penalty: 5463.708984
	Iteration 6Q: 3 clusters Score -9447276 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -9448999.000000 Penalty: 5463.708984
	Iteration 7F: 3 clusters Score -9448999 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -9451306.000000 Penalty: 5463.708984
	Iteration 8F: 3 clusters Score -9451306 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -9454249.000000 Penalty: 5463.708984
	Iteration 9F: 3 clusters Score -9454249 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -9457268.000000 Penalty: 5463.708984
	Iteration 10F: 3 clusters Score -9457268 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -9459704.000000 Penalty: 5463.708984
	Iteration 11Q: 3 clusters Score -9459704 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -9461559.000000 Penalty: 5463.708984
	Iteration 12Q: 3 clusters Score -9461559 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -9463053.000000 Penalty: 5463.708984
	Iteration 13Q: 3 clusters Score -9463053 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -9464161.000000 Penalty: 5463.708984
	Iteration 14Q: 3 clusters Score -9464161 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -9464840.000000 Penalty: 5463.708984
	Iteration 15Q: 3 clusters Score -9464840 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -9465302.000000 Penalty: 5463.708984
	Iteration 16Q: 3 clusters Score -9465302 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -9465540.000000 Penalty: 5463.708984
	Iteration 17Q: 3 clusters Score -9465540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -9465649.000000 Penalty: 5463.708984
	Iteration 18Q: 3 clusters Score -9465649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -9465731.000000 Penalty: 5463.708984
	Iteration 19Q: 3 clusters Score -9465731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -9465788.000000 Penalty: 5463.708984
	Iteration 20F: 3 clusters Score -9465788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -9465811.000000 Penalty: 5463.708984
	Iteration 21Q: 3 clusters Score -9465811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -9465828.000000 Penalty: 5463.708984
	Iteration 22Q: 3 clusters Score -9465828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -9465856.000000 Penalty: 5463.708984
	Iteration 23Q: 3 clusters Score -9465856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -9465863.000000 Penalty: 5463.708984
	Iteration 24Q: 3 clusters Score -9465863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -9465873.000000 Penalty: 5463.708984
	Iteration 25Q: 3 clusters Score -9465873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -9465879.000000 Penalty: 5463.708984
	Iteration 26Q: 3 clusters Score -9465879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -9465889.000000 Penalty: 5463.708984
	Iteration 27Q: 3 clusters Score -9465889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -9465888.000000 Penalty: 5463.708984
	Iteration 28Q: 3 clusters Score -9465888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -9465900.000000 Penalty: 5463.708984
	Iteration 29Q: 3 clusters Score -9465900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -9465900.000000 Penalty: 5463.708984
	Iteration 30Q: 3 clusters Score -9465900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -9465907.000000 Penalty: 5463.708984
	Iteration 31Q: 3 clusters Score -9465907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -9465909.000000 Penalty: 5463.708984
	Iteration 32Q: 3 clusters Score -9465909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -9465910.000000 Penalty: 5463.708984
	Iteration 33Q: 3 clusters Score -9465910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -9465911.000000 Penalty: 5463.708984
	Iteration 34Q: 3 clusters Score -9465911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -9465914.000000 Penalty: 5463.708984
	Iteration 35Q: 3 clusters Score -9465914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -9465914.000000 Penalty: 5463.708984
	Iteration 36F: 3 clusters Score -9465914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -419086.468750 Penalty: 1988.782471
	Iteration 0F: 2 clusters Score -419086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -415833.718750 Penalty: 3977.564941
	Iteration 0F: 3 clusters Score -415833.7 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416621.156250 Penalty: 3977.564941
	Iteration 1F: 3 clusters Score -416621.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -416887.812500 Penalty: 3977.564941
	Iteration 2F: 3 clusters Score -416887.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -417075.375000 Penalty: 3977.564941
	Iteration 3F: 3 clusters Score -417075.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -417221.062500 Penalty: 3977.564941
	Iteration 4Q: 3 clusters Score -417221.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -417337.875000 Penalty: 3977.564941
	Iteration 5Q: 3 clusters Score -417337.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -417434.218750 Penalty: 3977.564941
	Iteration 6Q: 3 clusters Score -417434.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -417501.093750 Penalty: 3977.564941
	Iteration 7Q: 3 clusters Score -417501.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -417566.781250 Penalty: 3977.564941
	Iteration 8Q: 3 clusters Score -417566.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -417610.093750 Penalty: 3977.564941
	Iteration 9Q: 3 clusters Score -417610.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -417643.968750 Penalty: 3977.564941
	Iteration 10Q: 3 clusters Score -417644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -417675.062500 Penalty: 3977.564941
	Iteration 11Q: 3 clusters Score -417675.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -417709.781250 Penalty: 3977.564941
	Iteration 12Q: 3 clusters Score -417709.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -417749.500000 Penalty: 3977.564941
	Iteration 13Q: 3 clusters Score -417749.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -417795.093750 Penalty: 3977.564941
	Iteration 14Q: 3 clusters Score -417795.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -417849.093750 Penalty: 3977.564941
	Iteration 15Q: 3 clusters Score -417849.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -417927.375000 Penalty: 3977.564941
	Iteration 16Q: 3 clusters Score -417927.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -418022.718750 Penalty: 3977.564941
	Iteration 17Q: 3 clusters Score -418022.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -418140.062500 Penalty: 3977.564941
	Iteration 18Q: 3 clusters Score -418140.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -418270.656250 Penalty: 3977.564941
	Iteration 19Q: 3 clusters Score -418270.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -418376.312500 Penalty: 3977.564941
	Iteration 20F: 3 clusters Score -418376.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -418456.687500 Penalty: 3977.564941
	Iteration 21Q: 3 clusters Score -418456.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -418505.593750 Penalty: 3977.564941
	Iteration 22Q: 3 clusters Score -418505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -418528.281250 Penalty: 3977.564941
	Iteration 23Q: 3 clusters Score -418528.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -418541.062500 Penalty: 3977.564941
	Iteration 24Q: 3 clusters Score -418541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -418548.093750 Penalty: 3977.564941
	Iteration 25Q: 3 clusters Score -418548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -418554.437500 Penalty: 3977.564941
	Iteration 26Q: 3 clusters Score -418554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -418558.218750 Penalty: 3977.564941
	Iteration 27Q: 3 clusters Score -418558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -418559.875000 Penalty: 3977.564941
	Iteration 28Q: 3 clusters Score -418559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -418561.968750 Penalty: 3977.564941
	Iteration 29Q: 3 clusters Score -418562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -418562.562500 Penalty: 3977.564941
	Iteration 30Q: 3 clusters Score -418562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -418563.343750 Penalty: 3977.564941
	Iteration 31Q: 3 clusters Score -418563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -418563.187500 Penalty: 3977.564941
	Iteration 32Q: 3 clusters Score -418563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -418563.187500 Penalty: 3977.564941
	Iteration 33F: 3 clusters Score -418563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -43176.523438 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -43176.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41931.804688 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -41931.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42210.492188 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -42210.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42340.726562 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -42340.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42450.218750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -42450.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42559.601562 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -42559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42624.851562 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -42624.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42687.484375 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -42687.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42761.617188 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -42761.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42819.281250 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -42819.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42864.144531 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -42864.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42884.445312 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -42884.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42906.492188 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -42906.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42926.535156 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -42926.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42944.898438 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -42944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43023.000000 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -43023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43063.144531 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -43063.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43064.105469 Penalty: 2923.623779
	Iteration 16F: 3 clusters Score -43064.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43087.890625 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -43087.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43087.890625 Penalty: 2923.623779
	Iteration 18F: 3 clusters Score -43087.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Entering Unmasked Estep 
Score: -15932623.000000 Penalty: 2863.878418
	Iteration 0F: 2 clusters Score -1.593262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -15863772.000000 Penalty: 5727.756836
	Iteration 0F: 3 clusters Score -1.586377e+07 nChanged 49076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -15892251.000000 Penalty: 5727.756836
	Iteration 1F: 3 clusters Score -1.589225e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -15893751.000000 Penalty: 5727.756836
	Iteration 2Q: 3 clusters Score -1.589375e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -15895741.000000 Penalty: 5727.756836
	Iteration 3Q: 3 clusters Score -1.589574e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -15898611.000000 Penalty: 5727.756836
	Iteration 4F: 3 clusters Score -1.589861e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -15902561.000000 Penalty: 5727.756836
	Iteration 5F: 3 clusters Score -1.590256e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -15907931.000000 Penalty: 5727.756836
	Iteration 6F: 3 clusters Score -1.590793e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -15914060.000000 Penalty: 5727.756836
	Iteration 7F: 3 clusters Score -1.591406e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -15919651.000000 Penalty: 5727.756836
	Iteration 8F: 3 clusters Score -1.591965e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -15923029.000000 Penalty: 5727.756836
	Iteration 9Q: 3 clusters Score -1.592303e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -15924535.000000 Penalty: 5727.756836
	Iteration 10Q: 3 clusters Score -1.592454e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -15925520.000000 Penalty: 5727.756836
	Iteration 11Q: 3 clusters Score -1.592552e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -15926164.000000 Penalty: 5727.756836
	Iteration 12Q: 3 clusters Score -1.592616e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -15926672.000000 Penalty: 5727.756836
	Iteration 13Q: 3 clusters Score -1.592667e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -15927099.000000 Penalty: 5727.756836
	Iteration 14Q: 3 clusters Score -1.59271e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -15927362.000000 Penalty: 5727.756836
	Iteration 15Q: 3 clusters Score -1.592736e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -15927723.000000 Penalty: 5727.756836
	Iteration 16Q: 3 clusters Score -1.592772e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -15927999.000000 Penalty: 5727.756836
	Iteration 17Q: 3 clusters Score -1.5928e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -15928223.000000 Penalty: 5727.756836
	Iteration 18Q: 3 clusters Score -1.592822e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -15928496.000000 Penalty: 5727.756836
	Iteration 19Q: 3 clusters Score -1.59285e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -15928726.000000 Penalty: 5727.756836
	Iteration 20F: 3 clusters Score -1.592873e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -15928888.000000 Penalty: 5727.756836
	Iteration 21Q: 3 clusters Score -1.592889e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -15929088.000000 Penalty: 5727.756836
	Iteration 22Q: 3 clusters Score -1.592909e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -15929245.000000 Penalty: 5727.756836
	Iteration 23Q: 3 clusters Score -1.592924e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -15929445.000000 Penalty: 5727.756836
	Iteration 24Q: 3 clusters Score -1.592944e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -15929578.000000 Penalty: 5727.756836
	Iteration 25Q: 3 clusters Score -1.592958e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -15929638.000000 Penalty: 5727.756836
	Iteration 26Q: 3 clusters Score -1.592964e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -15929847.000000 Penalty: 5727.756836
	Iteration 27Q: 3 clusters Score -1.592985e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -15929957.000000 Penalty: 5727.756836
	Iteration 28Q: 3 clusters Score -1.592996e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -15930073.000000 Penalty: 5727.756836
	Iteration 29Q: 3 clusters Score -1.593007e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -15930192.000000 Penalty: 5727.756836
	Iteration 30Q: 3 clusters Score -1.593019e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -15930267.000000 Penalty: 5727.756836
	Iteration 31Q: 3 clusters Score -1.593027e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -15930438.000000 Penalty: 5727.756836
	Iteration 32Q: 3 clusters Score -1.593044e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -15930467.000000 Penalty: 5727.756836
	Iteration 33Q: 3 clusters Score -1.593047e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -15930527.000000 Penalty: 5727.756836
	Iteration 34Q: 3 clusters Score -1.593053e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -15930578.000000 Penalty: 5727.756836
	Iteration 35Q: 3 clusters Score -1.593058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -15930688.000000 Penalty: 5727.756836
	Iteration 36Q: 3 clusters Score -1.593069e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -15930732.000000 Penalty: 5727.756836
	Iteration 37Q: 3 clusters Score -1.593073e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -15930776.000000 Penalty: 5727.756836
	Iteration 38Q: 3 clusters Score -1.593078e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -15930843.000000 Penalty: 5727.756836
	Iteration 39Q: 3 clusters Score -1.593084e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -15930888.000000 Penalty: 5727.756836
	Iteration 40F: 3 clusters Score -1.593089e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -15930918.000000 Penalty: 5727.756836
	Iteration 41Q: 3 clusters Score -1.593092e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -15930910.000000 Penalty: 5727.756836
	Iteration 42Q: 3 clusters Score -1.593091e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -15930920.000000 Penalty: 5727.756836
	Iteration 43Q: 3 clusters Score -1.593092e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -15930975.000000 Penalty: 5727.756836
	Iteration 44Q: 3 clusters Score -1.593098e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -15930980.000000 Penalty: 5727.756836
	Iteration 45Q: 3 clusters Score -1.593098e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -15931016.000000 Penalty: 5727.756836
	Iteration 46Q: 3 clusters Score -1.593102e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -15931086.000000 Penalty: 5727.756836
	Iteration 47Q: 3 clusters Score -1.593109e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -15931099.000000 Penalty: 5727.756836
	Iteration 48Q: 3 clusters Score -1.59311e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -15931116.000000 Penalty: 5727.756836
	Iteration 49Q: 3 clusters Score -1.593112e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -15931124.000000 Penalty: 5727.756836
	Iteration 50Q: 3 clusters Score -1.593112e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -15931138.000000 Penalty: 5727.756836
	Iteration 51Q: 3 clusters Score -1.593114e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -15931140.000000 Penalty: 5727.756836
	Iteration 52Q: 3 clusters Score -1.593114e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -15931109.000000 Penalty: 5727.756836
	Iteration 53Q: 3 clusters Score -1.593111e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 97344 members 
Entering Unmasked Estep 
Score: -15931110.000000 Penalty: 5727.756836
	Iteration 54Q: 3 clusters Score -1.593111e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -15931128.000000 Penalty: 5727.756836
	Iteration 55Q: 3 clusters Score -1.593113e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -15931179.000000 Penalty: 5727.756836
	Iteration 56Q: 3 clusters Score -1.593118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -15931187.000000 Penalty: 5727.756836
	Iteration 57Q: 3 clusters Score -1.593119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15931169.000000 Penalty: 5727.756836
	Iteration 58Q: 3 clusters Score -1.593117e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -15931143.000000 Penalty: 5727.756836
	Iteration 59Q: 3 clusters Score -1.593114e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 97869 members 
Entering Unmasked Estep 
Score: -15931149.000000 Penalty: 5727.756836
	Iteration 60F: 3 clusters Score -1.593115e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -15931173.000000 Penalty: 5727.756836
	Iteration 61Q: 3 clusters Score -1.593117e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -15931158.000000 Penalty: 5727.756836
	Iteration 62Q: 3 clusters Score -1.593116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -15931157.000000 Penalty: 5727.756836
	Iteration 63Q: 3 clusters Score -1.593116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -15931160.000000 Penalty: 5727.756836
	Iteration 64Q: 3 clusters Score -1.593116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -15931153.000000 Penalty: 5727.756836
	Iteration 65Q: 3 clusters Score -1.593115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -15931148.000000 Penalty: 5727.756836
	Iteration 66Q: 3 clusters Score -1.593115e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -15931145.000000 Penalty: 5727.756836
	Iteration 67Q: 3 clusters Score -1.593114e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -15931159.000000 Penalty: 5727.756836
	Iteration 68Q: 3 clusters Score -1.593116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -15931174.000000 Penalty: 5727.756836
	Iteration 69Q: 3 clusters Score -1.593117e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -15931132.000000 Penalty: 5727.756836
	Iteration 70Q: 3 clusters Score -1.593113e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -15931110.000000 Penalty: 5727.756836
	Iteration 71Q: 3 clusters Score -1.593111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -15931093.000000 Penalty: 5727.756836
	Iteration 72Q: 3 clusters Score -1.593109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -15931114.000000 Penalty: 5727.756836
	Iteration 73Q: 3 clusters Score -1.593111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -15931137.000000 Penalty: 5727.756836
	Iteration 74Q: 3 clusters Score -1.593114e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -15931122.000000 Penalty: 5727.756836
	Iteration 75Q: 3 clusters Score -1.593112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -15931118.000000 Penalty: 5727.756836
	Iteration 76Q: 3 clusters Score -1.593112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -15931120.000000 Penalty: 5727.756836
	Iteration 77Q: 3 clusters Score -1.593112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -15931111.000000 Penalty: 5727.756836
	Iteration 78Q: 3 clusters Score -1.593111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -15931090.000000 Penalty: 5727.756836
	Iteration 79Q: 3 clusters Score -1.593109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -15931112.000000 Penalty: 5727.756836
	Iteration 80F: 3 clusters Score -1.593111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15931121.000000 Penalty: 5727.756836
	Iteration 81Q: 3 clusters Score -1.593112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -15931100.000000 Penalty: 5727.756836
	Iteration 82Q: 3 clusters Score -1.59311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -15931098.000000 Penalty: 5727.756836
	Iteration 83Q: 3 clusters Score -1.59311e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -15931118.000000 Penalty: 5727.756836
	Iteration 84Q: 3 clusters Score -1.593112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -15931104.000000 Penalty: 5727.756836
	Iteration 85Q: 3 clusters Score -1.59311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -15931108.000000 Penalty: 5727.756836
	Iteration 86Q: 3 clusters Score -1.593111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -15931105.000000 Penalty: 5727.756836
	Iteration 87Q: 3 clusters Score -1.59311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -15931126.000000 Penalty: 5727.756836
	Iteration 88Q: 3 clusters Score -1.593113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -15931118.000000 Penalty: 5727.756836
	Iteration 89Q: 3 clusters Score -1.593112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -15931108.000000 Penalty: 5727.756836
	Iteration 90Q: 3 clusters Score -1.593111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -15931132.000000 Penalty: 5727.756836
	Iteration 91Q: 3 clusters Score -1.593113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -15931116.000000 Penalty: 5727.756836
	Iteration 92Q: 3 clusters Score -1.593112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -15931117.000000 Penalty: 5727.756836
	Iteration 93Q: 3 clusters Score -1.593112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -15931116.000000 Penalty: 5727.756836
	Iteration 94Q: 3 clusters Score -1.593112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -15931114.000000 Penalty: 5727.756836
	Iteration 95Q: 3 clusters Score -1.593111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -15931091.000000 Penalty: 5727.756836
	Iteration 96Q: 3 clusters Score -1.593109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -15931089.000000 Penalty: 5727.756836
	Iteration 97Q: 3 clusters Score -1.593109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -15931091.000000 Penalty: 5727.756836
	Iteration 98Q: 3 clusters Score -1.593109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -15931085.000000 Penalty: 5727.756836
	Iteration 99Q: 3 clusters Score -1.593108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -15931082.000000 Penalty: 5727.756836
	Iteration 100F: 3 clusters Score -1.593108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -15931089.000000 Penalty: 5727.756836
	Iteration 101Q: 3 clusters Score -1.593109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -15931088.000000 Penalty: 5727.756836
	Iteration 102Q: 3 clusters Score -1.593109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -15931093.000000 Penalty: 5727.756836
	Iteration 103Q: 3 clusters Score -1.593109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -15931091.000000 Penalty: 5727.756836
	Iteration 104Q: 3 clusters Score -1.593109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -15931081.000000 Penalty: 5727.756836
	Iteration 105Q: 3 clusters Score -1.593108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -15931083.000000 Penalty: 5727.756836
	Iteration 106Q: 3 clusters Score -1.593108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -15931086.000000 Penalty: 5727.756836
	Iteration 107Q: 3 clusters Score -1.593109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -15931075.000000 Penalty: 5727.756836
	Iteration 108Q: 3 clusters Score -1.593108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -15931065.000000 Penalty: 5727.756836
	Iteration 109Q: 3 clusters Score -1.593106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -15931061.000000 Penalty: 5727.756836
	Iteration 110Q: 3 clusters Score -1.593106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -15931071.000000 Penalty: 5727.756836
	Iteration 111Q: 3 clusters Score -1.593107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -15931069.000000 Penalty: 5727.756836
	Iteration 112Q: 3 clusters Score -1.593107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -15931067.000000 Penalty: 5727.756836
	Iteration 113Q: 3 clusters Score -1.593107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -15931074.000000 Penalty: 5727.756836
	Iteration 114Q: 3 clusters Score -1.593107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -15931068.000000 Penalty: 5727.756836
	Iteration 115Q: 3 clusters Score -1.593107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -15931076.000000 Penalty: 5727.756836
	Iteration 116Q: 3 clusters Score -1.593108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -15931067.000000 Penalty: 5727.756836
	Iteration 117Q: 3 clusters Score -1.593107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -15931072.000000 Penalty: 5727.756836
	Iteration 118Q: 3 clusters Score -1.593107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -15931087.000000 Penalty: 5727.756836
	Iteration 119Q: 3 clusters Score -1.593109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -15931078.000000 Penalty: 5727.756836
	Iteration 120F: 3 clusters Score -1.593108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -320267.593750 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -320267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -317566.343750 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -317566.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -318028.781250 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -318028.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318180.062500 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -318180.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -318273.156250 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -318273.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -318331.562500 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -318331.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -318374.875000 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -318374.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -318414.656250 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -318414.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -318436.687500 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -318436.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -318450.312500 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -318450.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -318459.968750 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -318460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -318468.250000 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -318468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -318474.593750 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -318474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -318477.187500 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -318477.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -318481.625000 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -318481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -318485.343750 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -318485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -318488.281250 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -318488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -318493.687500 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -318493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -318496.250000 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -318496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -318500.843750 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -318500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -318502.093750 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -318502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -318503.531250 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -318503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -318504.093750 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -318504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -318504.093750 Penalty: 3788.546387
	Iteration 22F: 3 clusters Score -318504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -453201.093750 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -453201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -449906.093750 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -449906.1 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -450680.750000 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -450680.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -450870.781250 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -450870.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -451013.187500 Penalty: 3985.176758
	Iteration 3Q: 3 clusters Score -451013.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -451131.875000 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -451131.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -451241.031250 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -451241 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -451326.656250 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -451326.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -451407.343750 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -451407.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -451463.093750 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -451463.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -451511.906250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -451511.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -451547.406250 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -451547.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -451575.843750 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -451575.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -451596.406250 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -451596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -451610.500000 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -451610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -451620.250000 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -451620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -451625.562500 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -451625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -451633.781250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -451633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -451640.437500 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -451640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -451644.625000 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -451644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -451648.125000 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -451648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -451648.562500 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -451648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -451650.968750 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -451651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -451651.937500 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -451651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -451651.937500 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -451651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -451651.937500 Penalty: 3985.176758
	Iteration 24F: 3 clusters Score -451651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Entering Unmasked Estep 
Score: -15545988.000000 Penalty: 2856.543701
	Iteration 0F: 2 clusters Score -1.554599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -15479557.000000 Penalty: 5713.087402
	Iteration 0F: 3 clusters Score -1.547956e+07 nChanged 47650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -15506442.000000 Penalty: 5713.087402
	Iteration 1F: 3 clusters Score -1.550644e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -15507117.000000 Penalty: 5713.087402
	Iteration 2Q: 3 clusters Score -1.550712e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -15508009.000000 Penalty: 5713.087402
	Iteration 3Q: 3 clusters Score -1.550801e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -15509039.000000 Penalty: 5713.087402
	Iteration 4Q: 3 clusters Score -1.550904e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -15510320.000000 Penalty: 5713.087402
	Iteration 5Q: 3 clusters Score -1.551032e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -15512235.000000 Penalty: 5713.087402
	Iteration 6Q: 3 clusters Score -1.551224e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -15515291.000000 Penalty: 5713.087402
	Iteration 7F: 3 clusters Score -1.551529e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -15519519.000000 Penalty: 5713.087402
	Iteration 8F: 3 clusters Score -1.551952e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -15525016.000000 Penalty: 5713.087402
	Iteration 9F: 3 clusters Score -1.552502e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -15531027.000000 Penalty: 5713.087402
	Iteration 10F: 3 clusters Score -1.553103e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -15536210.000000 Penalty: 5713.087402
	Iteration 11F: 3 clusters Score -1.553621e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -15539502.000000 Penalty: 5713.087402
	Iteration 12Q: 3 clusters Score -1.55395e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -15541347.000000 Penalty: 5713.087402
	Iteration 13Q: 3 clusters Score -1.554135e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -15542299.000000 Penalty: 5713.087402
	Iteration 14Q: 3 clusters Score -1.55423e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -15542799.000000 Penalty: 5713.087402
	Iteration 15Q: 3 clusters Score -1.55428e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -15543043.000000 Penalty: 5713.087402
	Iteration 16Q: 3 clusters Score -1.554304e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -15543185.000000 Penalty: 5713.087402
	Iteration 17Q: 3 clusters Score -1.554318e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -15543293.000000 Penalty: 5713.087402
	Iteration 18Q: 3 clusters Score -1.554329e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -15543358.000000 Penalty: 5713.087402
	Iteration 19Q: 3 clusters Score -1.554336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -15543435.000000 Penalty: 5713.087402
	Iteration 20F: 3 clusters Score -1.554344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -15543468.000000 Penalty: 5713.087402
	Iteration 21Q: 3 clusters Score -1.554347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -15543495.000000 Penalty: 5713.087402
	Iteration 22Q: 3 clusters Score -1.55435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -15543519.000000 Penalty: 5713.087402
	Iteration 23Q: 3 clusters Score -1.554352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -15543528.000000 Penalty: 5713.087402
	Iteration 24Q: 3 clusters Score -1.554353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -15543536.000000 Penalty: 5713.087402
	Iteration 25Q: 3 clusters Score -1.554354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -15543555.000000 Penalty: 5713.087402
	Iteration 26Q: 3 clusters Score -1.554356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -15543560.000000 Penalty: 5713.087402
	Iteration 27Q: 3 clusters Score -1.554356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -15543574.000000 Penalty: 5713.087402
	Iteration 28Q: 3 clusters Score -1.554357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -15543599.000000 Penalty: 5713.087402
	Iteration 29Q: 3 clusters Score -1.55436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -15543602.000000 Penalty: 5713.087402
	Iteration 30Q: 3 clusters Score -1.55436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -15543629.000000 Penalty: 5713.087402
	Iteration 31Q: 3 clusters Score -1.554363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -15543630.000000 Penalty: 5713.087402
	Iteration 32Q: 3 clusters Score -1.554363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -15543628.000000 Penalty: 5713.087402
	Iteration 33Q: 3 clusters Score -1.554363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -15543625.000000 Penalty: 5713.087402
	Iteration 34Q: 3 clusters Score -1.554362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -15543625.000000 Penalty: 5713.087402
	Iteration 35Q: 3 clusters Score -1.554362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -15543616.000000 Penalty: 5713.087402
	Iteration 36Q: 3 clusters Score -1.554362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -15543617.000000 Penalty: 5713.087402
	Iteration 37Q: 3 clusters Score -1.554362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -15543617.000000 Penalty: 5713.087402
	Iteration 38F: 3 clusters Score -1.554362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Entering Unmasked Estep 
Score: -14898158.000000 Penalty: 2847.301025
	Iteration 0F: 2 clusters Score -1.489816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -14835626.000000 Penalty: 5694.602051
	Iteration 0F: 3 clusters Score -1.483563e+07 nChanged 45589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -14861140.000000 Penalty: 5694.602051
	Iteration 1F: 3 clusters Score -1.486114e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -14861829.000000 Penalty: 5694.602051
	Iteration 2Q: 3 clusters Score -1.486183e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -14862637.000000 Penalty: 5694.602051
	Iteration 3Q: 3 clusters Score -1.486264e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -14863660.000000 Penalty: 5694.602051
	Iteration 4Q: 3 clusters Score -1.486366e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -14864848.000000 Penalty: 5694.602051
	Iteration 5Q: 3 clusters Score -1.486485e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -14867057.000000 Penalty: 5694.602051
	Iteration 6Q: 3 clusters Score -1.486706e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -14870595.000000 Penalty: 5694.602051
	Iteration 7F: 3 clusters Score -1.48706e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -14875899.000000 Penalty: 5694.602051
	Iteration 8F: 3 clusters Score -1.48759e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -14882162.000000 Penalty: 5694.602051
	Iteration 9F: 3 clusters Score -1.488216e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -14887684.000000 Penalty: 5694.602051
	Iteration 10F: 3 clusters Score -1.488768e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -14891562.000000 Penalty: 5694.602051
	Iteration 11Q: 3 clusters Score -1.489156e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -14893812.000000 Penalty: 5694.602051
	Iteration 12Q: 3 clusters Score -1.489381e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14894805.000000 Penalty: 5694.602051
	Iteration 13Q: 3 clusters Score -1.48948e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14895336.000000 Penalty: 5694.602051
	Iteration 14Q: 3 clusters Score -1.489534e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14895565.000000 Penalty: 5694.602051
	Iteration 15Q: 3 clusters Score -1.489556e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14895719.000000 Penalty: 5694.602051
	Iteration 16Q: 3 clusters Score -1.489572e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14895779.000000 Penalty: 5694.602051
	Iteration 17Q: 3 clusters Score -1.489578e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95614 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14895861.000000 Penalty: 5694.602051
	Iteration 18Q: 3 clusters Score -1.489586e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14895905.000000 Penalty: 5694.602051
	Iteration 19Q: 3 clusters Score -1.48959e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14895918.000000 Penalty: 5694.602051
	Iteration 20F: 3 clusters Score -1.489592e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14895933.000000 Penalty: 5694.602051
	Iteration 21Q: 3 clusters Score -1.489593e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14895945.000000 Penalty: 5694.602051
	Iteration 22Q: 3 clusters Score -1.489594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14895955.000000 Penalty: 5694.602051
	Iteration 23Q: 3 clusters Score -1.489596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14896002.000000 Penalty: 5694.602051
	Iteration 24Q: 3 clusters Score -1.4896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14896014.000000 Penalty: 5694.602051
	Iteration 25Q: 3 clusters Score -1.489601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14896022.000000 Penalty: 5694.602051
	Iteration 26Q: 3 clusters Score -1.489602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14896033.000000 Penalty: 5694.602051
	Iteration 27Q: 3 clusters Score -1.489603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14896037.000000 Penalty: 5694.602051
	Iteration 28Q: 3 clusters Score -1.489604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14896052.000000 Penalty: 5694.602051
	Iteration 29Q: 3 clusters Score -1.489605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14896067.000000 Penalty: 5694.602051
	Iteration 30Q: 3 clusters Score -1.489607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14896066.000000 Penalty: 5694.602051
	Iteration 31Q: 3 clusters Score -1.489607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14896074.000000 Penalty: 5694.602051
	Iteration 32Q: 3 clusters Score -1.489607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14896079.000000 Penalty: 5694.602051
	Iteration 33Q: 3 clusters Score -1.489608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14896077.000000 Penalty: 5694.602051
	Iteration 34Q: 3 clusters Score -1.489608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14896063.000000 Penalty: 5694.602051
	Iteration 35Q: 3 clusters Score -1.489606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14896065.000000 Penalty: 5694.602051
	Iteration 36Q: 3 clusters Score -1.489606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14896065.000000 Penalty: 5694.602051
	Iteration 37F: 3 clusters Score -1.489606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Entering Unmasked Estep 
Score: -1423108.875000 Penalty: 2261.890381
	Iteration 0F: 2 clusters Score -1423109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1415977.750000 Penalty: 4523.780762
	Iteration 0F: 3 clusters Score -1415978 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1417994.000000 Penalty: 4523.780762
	Iteration 1F: 3 clusters Score -1417994 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1418258.250000 Penalty: 4523.780762
	Iteration 2F: 3 clusters Score -1418258 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1418412.375000 Penalty: 4523.780762
	Iteration 3Q: 3 clusters Score -1418412 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1418524.250000 Penalty: 4523.780762
	Iteration 4Q: 3 clusters Score -1418524 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1418601.125000 Penalty: 4523.780762
	Iteration 5Q: 3 clusters Score -1418601 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1418655.125000 Penalty: 4523.780762
	Iteration 6Q: 3 clusters Score -1418655 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1418702.000000 Penalty: 4523.780762
	Iteration 7Q: 3 clusters Score -1418702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1418729.125000 Penalty: 4523.780762
	Iteration 8Q: 3 clusters Score -1418729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1418758.125000 Penalty: 4523.780762
	Iteration 9Q: 3 clusters Score -1418758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1418784.000000 Penalty: 4523.780762
	Iteration 10Q: 3 clusters Score -1418784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1418805.875000 Penalty: 4523.780762
	Iteration 11Q: 3 clusters Score -1418806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1418831.000000 Penalty: 4523.780762
	Iteration 12Q: 3 clusters Score -1418831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1418853.125000 Penalty: 4523.780762
	Iteration 13Q: 3 clusters Score -1418853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1418880.125000 Penalty: 4523.780762
	Iteration 14Q: 3 clusters Score -1418880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1418899.750000 Penalty: 4523.780762
	Iteration 15Q: 3 clusters Score -1418900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1418921.750000 Penalty: 4523.780762
	Iteration 16Q: 3 clusters Score -1418922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1418948.125000 Penalty: 4523.780762
	Iteration 17Q: 3 clusters Score -1418948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1418981.500000 Penalty: 4523.780762
	Iteration 18Q: 3 clusters Score -1418982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1419012.625000 Penalty: 4523.780762
	Iteration 19Q: 3 clusters Score -1419013 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1419056.875000 Penalty: 4523.780762
	Iteration 20F: 3 clusters Score -1419057 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1419107.125000 Penalty: 4523.780762
	Iteration 21Q: 3 clusters Score -1419107 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1419182.375000 Penalty: 4523.780762
	Iteration 22Q: 3 clusters Score -1419182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1419281.750000 Penalty: 4523.780762
	Iteration 23Q: 3 clusters Score -1419282 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1419415.375000 Penalty: 4523.780762
	Iteration 24Q: 3 clusters Score -1419415 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1419560.750000 Penalty: 4523.780762
	Iteration 25Q: 3 clusters Score -1419561 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1419729.125000 Penalty: 4523.780762
	Iteration 26Q: 3 clusters Score -1419729 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1419939.500000 Penalty: 4523.780762
	Iteration 27Q: 3 clusters Score -1419940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1420160.875000 Penalty: 4523.780762
	Iteration 28Q: 3 clusters Score -1420161 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1420382.375000 Penalty: 4523.780762
	Iteration 29Q: 3 clusters Score -1420382 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1420584.500000 Penalty: 4523.780762
	Iteration 30Q: 3 clusters Score -1420584 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1420747.250000 Penalty: 4523.780762
	Iteration 31Q: 3 clusters Score -1420747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1420862.750000 Penalty: 4523.780762
	Iteration 32Q: 3 clusters Score -1420863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1420935.000000 Penalty: 4523.780762
	Iteration 33Q: 3 clusters Score -1420935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1420991.125000 Penalty: 4523.780762
	Iteration 34Q: 3 clusters Score -1420991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1421026.125000 Penalty: 4523.780762
	Iteration 35Q: 3 clusters Score -1421026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1421063.125000 Penalty: 4523.780762
	Iteration 36Q: 3 clusters Score -1421063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1421083.625000 Penalty: 4523.780762
	Iteration 37Q: 3 clusters Score -1421084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1421096.875000 Penalty: 4523.780762
	Iteration 38Q: 3 clusters Score -1421097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1421109.750000 Penalty: 4523.780762
	Iteration 39Q: 3 clusters Score -1421110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1421122.000000 Penalty: 4523.780762
	Iteration 40F: 3 clusters Score -1421122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1421126.750000 Penalty: 4523.780762
	Iteration 41Q: 3 clusters Score -1421127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1421130.750000 Penalty: 4523.780762
	Iteration 42Q: 3 clusters Score -1421131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1421131.875000 Penalty: 4523.780762
	Iteration 43Q: 3 clusters Score -1421132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1421136.125000 Penalty: 4523.780762
	Iteration 44Q: 3 clusters Score -1421136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1421139.125000 Penalty: 4523.780762
	Iteration 45Q: 3 clusters Score -1421139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1421139.125000 Penalty: 4523.780762
	Iteration 46Q: 3 clusters Score -1421139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1421142.875000 Penalty: 4523.780762
	Iteration 47Q: 3 clusters Score -1421143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1421145.125000 Penalty: 4523.780762
	Iteration 48Q: 3 clusters Score -1421145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1421146.750000 Penalty: 4523.780762
	Iteration 49Q: 3 clusters Score -1421147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1421147.250000 Penalty: 4523.780762
	Iteration 50Q: 3 clusters Score -1421147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1421147.250000 Penalty: 4523.780762
	Iteration 51F: 3 clusters Score -1421147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Entering Unmasked Estep 
Score: -6943836.000000 Penalty: 2664.581055
	Iteration 0F: 2 clusters Score -6943836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6912511.000000 Penalty: 5329.162109
	Iteration 0F: 3 clusters Score -6912511 nChanged 21422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6924843.500000 Penalty: 5329.162109
	Iteration 1F: 3 clusters Score -6924844 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6926141.000000 Penalty: 5329.162109
	Iteration 2F: 3 clusters Score -6926141 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -6928069.000000 Penalty: 5329.162109
	Iteration 3F: 3 clusters Score -6928069 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -6930770.000000 Penalty: 5329.162109
	Iteration 4F: 3 clusters Score -6930770 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6933920.000000 Penalty: 5329.162109
	Iteration 5F: 3 clusters Score -6933920 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -6937030.000000 Penalty: 5329.162109
	Iteration 6F: 3 clusters Score -6937030 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -6939709.000000 Penalty: 5329.162109
	Iteration 7F: 3 clusters Score -6939709 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -6941420.500000 Penalty: 5329.162109
	Iteration 8Q: 3 clusters Score -6941420 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -6942035.500000 Penalty: 5329.162109
	Iteration 9Q: 3 clusters Score -6942036 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6942276.500000 Penalty: 5329.162109
	Iteration 10Q: 3 clusters Score -6942276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -6942389.500000 Penalty: 5329.162109
	Iteration 11Q: 3 clusters Score -6942390 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -6942445.000000 Penalty: 5329.162109
	Iteration 12Q: 3 clusters Score -6942445 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6942497.000000 Penalty: 5329.162109
	Iteration 13Q: 3 clusters Score -6942497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -6942550.000000 Penalty: 5329.162109
	Iteration 14Q: 3 clusters Score -6942550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -6942588.500000 Penalty: 5329.162109
	Iteration 15Q: 3 clusters Score -6942588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -6942617.000000 Penalty: 5329.162109
	Iteration 16Q: 3 clusters Score -6942617 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -6942640.500000 Penalty: 5329.162109
	Iteration 17Q: 3 clusters Score -6942640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6942642.500000 Penalty: 5329.162109
	Iteration 18Q: 3 clusters Score -6942642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6942665.000000 Penalty: 5329.162109
	Iteration 19Q: 3 clusters Score -6942665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -6942679.000000 Penalty: 5329.162109
	Iteration 20F: 3 clusters Score -6942679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -6942709.500000 Penalty: 5329.162109
	Iteration 21Q: 3 clusters Score -6942710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6942732.000000 Penalty: 5329.162109
	Iteration 22Q: 3 clusters Score -6942732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -6942742.500000 Penalty: 5329.162109
	Iteration 23Q: 3 clusters Score -6942742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -6942744.000000 Penalty: 5329.162109
	Iteration 24Q: 3 clusters Score -6942744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6942747.000000 Penalty: 5329.162109
	Iteration 25Q: 3 clusters Score -6942747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6942753.000000 Penalty: 5329.162109
	Iteration 26Q: 3 clusters Score -6942753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6942755.500000 Penalty: 5329.162109
	Iteration 27Q: 3 clusters Score -6942756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6942757.500000 Penalty: 5329.162109
	Iteration 28Q: 3 clusters Score -6942758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -6942762.500000 Penalty: 5329.162109
	Iteration 29Q: 3 clusters Score -6942762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6942765.000000 Penalty: 5329.162109
	Iteration 30Q: 3 clusters Score -6942765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -6942763.500000 Penalty: 5329.162109
	Iteration 31Q: 3 clusters Score -6942764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -6942759.500000 Penalty: 5329.162109
	Iteration 32Q: 3 clusters Score -6942760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -6942761.000000 Penalty: 5329.162109
	Iteration 33Q: 3 clusters Score -6942761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -6942767.000000 Penalty: 5329.162109
	Iteration 34Q: 3 clusters Score -6942767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6942770.000000 Penalty: 5329.162109
	Iteration 35Q: 3 clusters Score -6942770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6942772.500000 Penalty: 5329.162109
	Iteration 36Q: 3 clusters Score -6942772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6942790.500000 Penalty: 5329.162109
	Iteration 37Q: 3 clusters Score -6942790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -6942792.000000 Penalty: 5329.162109
	Iteration 38Q: 3 clusters Score -6942792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6942787.000000 Penalty: 5329.162109
	Iteration 39Q: 3 clusters Score -6942787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6942780.000000 Penalty: 5329.162109
	Iteration 40F: 3 clusters Score -6942780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6942791.500000 Penalty: 5329.162109
	Iteration 41Q: 3 clusters Score -6942792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -6942790.000000 Penalty: 5329.162109
	Iteration 42Q: 3 clusters Score -6942790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -6942790.000000 Penalty: 5329.162109
	Iteration 43F: 3 clusters Score -6942790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -82934.531250 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -82934.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81487.601562 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -81487.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82086.679688 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -82086.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82390.484375 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -82390.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82625.539062 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -82625.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82756.203125 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -82756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82880.335938 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -82880.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82959.195312 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -82959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83028.250000 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -83028.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83084.125000 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -83084.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83107.210938 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -83107.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83109.046875 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -83109.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83111.914062 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -83111.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83113.070312 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -83113.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83114.296875 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -83114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83114.296875 Penalty: 3211.049805
	Iteration 14F: 3 clusters Score -83114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 37319 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32555 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 60812 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 103559 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 96863 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 46364 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 90806 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 48279 members 
Mstep: Class 26 contains 57527 members 
Mstep: Class 27 contains 96666 members 
Mstep: Class 28 contains 296 members 
Entering Unmasked Estep 
Score: -137782336.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137783968.000000 to -137782336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (90806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Entering Unmasked Estep 
Score: -13968349.000000 Penalty: 2831.287354
	Iteration 0F: 2 clusters Score -1.396835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -13908044.000000 Penalty: 5662.574707
	Iteration 0F: 3 clusters Score -1.390804e+07 nChanged 43022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -13933095.000000 Penalty: 5662.574707
	Iteration 1F: 3 clusters Score -1.39331e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -13934510.000000 Penalty: 5662.574707
	Iteration 2Q: 3 clusters Score -1.393451e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -13936692.000000 Penalty: 5662.574707
	Iteration 3Q: 3 clusters Score -1.393669e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -13939871.000000 Penalty: 5662.574707
	Iteration 4F: 3 clusters Score -1.393987e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -13943972.000000 Penalty: 5662.574707
	Iteration 5F: 3 clusters Score -1.394397e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -13948576.000000 Penalty: 5662.574707
	Iteration 6F: 3 clusters Score -1.394858e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -13952920.000000 Penalty: 5662.574707
	Iteration 7F: 3 clusters Score -1.395292e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -13956543.000000 Penalty: 5662.574707
	Iteration 8Q: 3 clusters Score -1.395654e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -13959025.000000 Penalty: 5662.574707
	Iteration 9Q: 3 clusters Score -1.395902e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -13960624.000000 Penalty: 5662.574707
	Iteration 10Q: 3 clusters Score -1.396062e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -13961770.000000 Penalty: 5662.574707
	Iteration 11Q: 3 clusters Score -1.396177e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -13962694.000000 Penalty: 5662.574707
	Iteration 12Q: 3 clusters Score -1.396269e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -13963322.000000 Penalty: 5662.574707
	Iteration 13Q: 3 clusters Score -1.396332e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -13963945.000000 Penalty: 5662.574707
	Iteration 14Q: 3 clusters Score -1.396394e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -13964443.000000 Penalty: 5662.574707
	Iteration 15Q: 3 clusters Score -1.396444e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13964812.000000 Penalty: 5662.574707
	Iteration 16Q: 3 clusters Score -1.396481e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -13965109.000000 Penalty: 5662.574707
	Iteration 17Q: 3 clusters Score -1.396511e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13965342.000000 Penalty: 5662.574707
	Iteration 18Q: 3 clusters Score -1.396534e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13965500.000000 Penalty: 5662.574707
	Iteration 19Q: 3 clusters Score -1.39655e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -13965668.000000 Penalty: 5662.574707
	Iteration 20F: 3 clusters Score -1.396567e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13965814.000000 Penalty: 5662.574707
	Iteration 21Q: 3 clusters Score -1.396581e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13965907.000000 Penalty: 5662.574707
	Iteration 22Q: 3 clusters Score -1.396591e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13965987.000000 Penalty: 5662.574707
	Iteration 23Q: 3 clusters Score -1.396599e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13966065.000000 Penalty: 5662.574707
	Iteration 24Q: 3 clusters Score -1.396606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13966129.000000 Penalty: 5662.574707
	Iteration 25Q: 3 clusters Score -1.396613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -13966217.000000 Penalty: 5662.574707
	Iteration 26Q: 3 clusters Score -1.396622e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13966261.000000 Penalty: 5662.574707
	Iteration 27Q: 3 clusters Score -1.396626e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13966330.000000 Penalty: 5662.574707
	Iteration 28Q: 3 clusters Score -1.396633e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13966383.000000 Penalty: 5662.574707
	Iteration 29Q: 3 clusters Score -1.396638e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13966421.000000 Penalty: 5662.574707
	Iteration 30Q: 3 clusters Score -1.396642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13966462.000000 Penalty: 5662.574707
	Iteration 31Q: 3 clusters Score -1.396646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966506.000000 Penalty: 5662.574707
	Iteration 32Q: 3 clusters Score -1.396651e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13966524.000000 Penalty: 5662.574707
	Iteration 33Q: 3 clusters Score -1.396652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966528.000000 Penalty: 5662.574707
	Iteration 34Q: 3 clusters Score -1.396653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13966533.000000 Penalty: 5662.574707
	Iteration 35Q: 3 clusters Score -1.396653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13966534.000000 Penalty: 5662.574707
	Iteration 36Q: 3 clusters Score -1.396653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13966537.000000 Penalty: 5662.574707
	Iteration 37Q: 3 clusters Score -1.396654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13966554.000000 Penalty: 5662.574707
	Iteration 38Q: 3 clusters Score -1.396655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13966565.000000 Penalty: 5662.574707
	Iteration 39Q: 3 clusters Score -1.396656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13966568.000000 Penalty: 5662.574707
	Iteration 40F: 3 clusters Score -1.396657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13966580.000000 Penalty: 5662.574707
	Iteration 41Q: 3 clusters Score -1.396658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13966599.000000 Penalty: 5662.574707
	Iteration 42Q: 3 clusters Score -1.39666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13966588.000000 Penalty: 5662.574707
	Iteration 43Q: 3 clusters Score -1.396659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13966588.000000 Penalty: 5662.574707
	Iteration 44Q: 3 clusters Score -1.396659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966590.000000 Penalty: 5662.574707
	Iteration 45Q: 3 clusters Score -1.396659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 5662.574707
	Iteration 46Q: 3 clusters Score -1.396659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13966603.000000 Penalty: 5662.574707
	Iteration 47Q: 3 clusters Score -1.39666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 5662.574707
	Iteration 48Q: 3 clusters Score -1.396659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13966601.000000 Penalty: 5662.574707
	Iteration 49Q: 3 clusters Score -1.39666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 5662.574707
	Iteration 50Q: 3 clusters Score -1.396659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 5662.574707
	Iteration 51F: 3 clusters Score -1.396659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2072588.875000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -2072589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2061895.375000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -2061895 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2065232.500000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -2065232 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2065619.625000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -2065620 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2065975.375000 Penalty: 4761.136719
	Iteration 3F: 3 clusters Score -2065975 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2066330.125000 Penalty: 4761.136719
	Iteration 4Q: 3 clusters Score -2066330 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2066690.125000 Penalty: 4761.136719
	Iteration 5Q: 3 clusters Score -2066690 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2067021.625000 Penalty: 4761.136719
	Iteration 6Q: 3 clusters Score -2067022 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2067379.375000 Penalty: 4761.136719
	Iteration 7Q: 3 clusters Score -2067379 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2067782.625000 Penalty: 4761.136719
	Iteration 8Q: 3 clusters Score -2067783 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2068233.625000 Penalty: 4761.136719
	Iteration 9Q: 3 clusters Score -2068234 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2068711.000000 Penalty: 4761.136719
	Iteration 10Q: 3 clusters Score -2068711 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2069180.875000 Penalty: 4761.136719
	Iteration 11Q: 3 clusters Score -2069181 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2069520.875000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -2069521 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2069754.000000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -2069754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2069887.750000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -2069888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2069972.000000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -2069972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2070044.750000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -2070045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2070097.250000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -2070097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2070143.875000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -2070144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2070182.625000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -2070183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2070202.625000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -2070203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2070222.625000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -2070223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2070235.250000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -2070235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2070245.625000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -2070246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2070255.750000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -2070256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2070263.500000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -2070264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2070270.125000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -2070270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2070270.000000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -2070270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2070273.375000 Penalty: 4761.136719
	Iteration 28Q: 3 clusters Score -2070273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2070274.250000 Penalty: 4761.136719
	Iteration 29Q: 3 clusters Score -2070274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2070278.000000 Penalty: 4761.136719
	Iteration 30Q: 3 clusters Score -2070278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2070281.250000 Penalty: 4761.136719
	Iteration 31Q: 3 clusters Score -2070281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2070281.000000 Penalty: 4761.136719
	Iteration 32Q: 3 clusters Score -2070281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2070281.875000 Penalty: 4761.136719
	Iteration 33Q: 3 clusters Score -2070282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2070284.875000 Penalty: 4761.136719
	Iteration 34Q: 3 clusters Score -2070285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2070286.625000 Penalty: 4761.136719
	Iteration 35Q: 3 clusters Score -2070287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2070286.750000 Penalty: 4761.136719
	Iteration 36Q: 3 clusters Score -2070287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2070286.375000 Penalty: 4761.136719
	Iteration 37Q: 3 clusters Score -2070286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2070286.375000 Penalty: 4761.136719
	Iteration 38F: 3 clusters Score -2070286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -251959.953125 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -251960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249583.500000 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -249583.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250715.859375 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -250715.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -251488.890625 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -251488.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -252000.359375 Penalty: 3735.649902
	Iteration 3F: 3 clusters Score -252000.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -252391.468750 Penalty: 3735.649902
	Iteration 4F: 3 clusters Score -252391.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -252733.140625 Penalty: 3735.649902
	Iteration 5F: 3 clusters Score -252733.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -253292.812500 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -253292.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -253430.531250 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -253430.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -253490.843750 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -253490.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -253535.375000 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -253535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -253553.203125 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -253553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -253558.968750 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -253559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253559.468750 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -253559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253560.906250 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -253560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253560.906250 Penalty: 3735.649902
	Iteration 14F: 3 clusters Score -253560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 37319 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32555 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 60812 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 103559 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 96863 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 46364 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90806 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 919 members 
Mstep: Class 25 contains 48279 members 
Mstep: Class 26 contains 57527 members 
Mstep: Class 27 contains 96666 members 
Mstep: Class 28 contains 947 members 
Entering Unmasked Estep 
Score: -137783984.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137783968.000000 to -137783984.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 25 (48279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Entering Unmasked Estep 
Score: -7243626.500000 Penalty: 2674.618408
	Iteration 0F: 2 clusters Score -7243626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -7210997.000000 Penalty: 5349.236816
	Iteration 0F: 3 clusters Score -7210997 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -7223306.000000 Penalty: 5349.236816
	Iteration 1F: 3 clusters Score -7223306 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -7223909.500000 Penalty: 5349.236816
	Iteration 2Q: 3 clusters Score -7223910 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -7224576.500000 Penalty: 5349.236816
	Iteration 3Q: 3 clusters Score -7224576 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -7225248.000000 Penalty: 5349.236816
	Iteration 4Q: 3 clusters Score -7225248 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -7226068.000000 Penalty: 5349.236816
	Iteration 5Q: 3 clusters Score -7226068 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7227065.000000 Penalty: 5349.236816
	Iteration 6Q: 3 clusters Score -7227065 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -7228168.000000 Penalty: 5349.236816
	Iteration 7Q: 3 clusters Score -7228168 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -7229253.000000 Penalty: 5349.236816
	Iteration 8Q: 3 clusters Score -7229253 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7230371.000000 Penalty: 5349.236816
	Iteration 9Q: 3 clusters Score -7230371 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7231330.500000 Penalty: 5349.236816
	Iteration 10Q: 3 clusters Score -7231330 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -7232173.000000 Penalty: 5349.236816
	Iteration 11Q: 3 clusters Score -7232173 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -7232936.500000 Penalty: 5349.236816
	Iteration 12Q: 3 clusters Score -7232936 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -7233663.000000 Penalty: 5349.236816
	Iteration 13Q: 3 clusters Score -7233663 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -7234399.000000 Penalty: 5349.236816
	Iteration 14Q: 3 clusters Score -7234399 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -7235086.000000 Penalty: 5349.236816
	Iteration 15Q: 3 clusters Score -7235086 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7235869.500000 Penalty: 5349.236816
	Iteration 16Q: 3 clusters Score -7235870 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -7236610.000000 Penalty: 5349.236816
	Iteration 17Q: 3 clusters Score -7236610 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -7237283.500000 Penalty: 5349.236816
	Iteration 18Q: 3 clusters Score -7237284 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -7238006.500000 Penalty: 5349.236816
	Iteration 19Q: 3 clusters Score -7238006 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -7238624.500000 Penalty: 5349.236816
	Iteration 20F: 3 clusters Score -7238624 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7239202.500000 Penalty: 5349.236816
	Iteration 21Q: 3 clusters Score -7239202 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7239672.500000 Penalty: 5349.236816
	Iteration 22Q: 3 clusters Score -7239672 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7240106.000000 Penalty: 5349.236816
	Iteration 23Q: 3 clusters Score -7240106 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7240460.500000 Penalty: 5349.236816
	Iteration 24Q: 3 clusters Score -7240460 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7240660.500000 Penalty: 5349.236816
	Iteration 25Q: 3 clusters Score -7240660 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7240813.500000 Penalty: 5349.236816
	Iteration 26Q: 3 clusters Score -7240814 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7240912.000000 Penalty: 5349.236816
	Iteration 27Q: 3 clusters Score -7240912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7241003.000000 Penalty: 5349.236816
	Iteration 28Q: 3 clusters Score -7241003 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7241071.500000 Penalty: 5349.236816
	Iteration 29Q: 3 clusters Score -7241072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7241122.000000 Penalty: 5349.236816
	Iteration 30Q: 3 clusters Score -7241122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7241138.000000 Penalty: 5349.236816
	Iteration 31Q: 3 clusters Score -7241138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7241187.500000 Penalty: 5349.236816
	Iteration 32Q: 3 clusters Score -7241188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7241212.500000 Penalty: 5349.236816
	Iteration 33Q: 3 clusters Score -7241212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7241253.000000 Penalty: 5349.236816
	Iteration 34Q: 3 clusters Score -7241253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7241268.500000 Penalty: 5349.236816
	Iteration 35Q: 3 clusters Score -7241268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7241278.500000 Penalty: 5349.236816
	Iteration 36Q: 3 clusters Score -7241278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7241301.500000 Penalty: 5349.236816
	Iteration 37Q: 3 clusters Score -7241302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7241323.500000 Penalty: 5349.236816
	Iteration 38Q: 3 clusters Score -7241324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7241342.000000 Penalty: 5349.236816
	Iteration 39Q: 3 clusters Score -7241342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7241359.000000 Penalty: 5349.236816
	Iteration 40F: 3 clusters Score -7241359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7241358.500000 Penalty: 5349.236816
	Iteration 41Q: 3 clusters Score -7241358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7241365.000000 Penalty: 5349.236816
	Iteration 42Q: 3 clusters Score -7241365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7241365.000000 Penalty: 5349.236816
	Iteration 43Q: 3 clusters Score -7241365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7241382.000000 Penalty: 5349.236816
	Iteration 44Q: 3 clusters Score -7241382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7241378.000000 Penalty: 5349.236816
	Iteration 45Q: 3 clusters Score -7241378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7241380.500000 Penalty: 5349.236816
	Iteration 46Q: 3 clusters Score -7241380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7241386.500000 Penalty: 5349.236816
	Iteration 47Q: 3 clusters Score -7241386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7241386.500000 Penalty: 5349.236816
	Iteration 48Q: 3 clusters Score -7241386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7241387.500000 Penalty: 5349.236816
	Iteration 49Q: 3 clusters Score -7241388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7241398.000000 Penalty: 5349.236816
	Iteration 50Q: 3 clusters Score -7241398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7241394.500000 Penalty: 5349.236816
	Iteration 51Q: 3 clusters Score -7241394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7241398.000000 Penalty: 5349.236816
	Iteration 52Q: 3 clusters Score -7241398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7241403.500000 Penalty: 5349.236816
	Iteration 53Q: 3 clusters Score -7241404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7241407.500000 Penalty: 5349.236816
	Iteration 54Q: 3 clusters Score -7241408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7241408.000000 Penalty: 5349.236816
	Iteration 55Q: 3 clusters Score -7241408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7241406.000000 Penalty: 5349.236816
	Iteration 56Q: 3 clusters Score -7241406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7241401.500000 Penalty: 5349.236816
	Iteration 57Q: 3 clusters Score -7241402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7241408.500000 Penalty: 5349.236816
	Iteration 58Q: 3 clusters Score -7241408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7241408.500000 Penalty: 5349.236816
	Iteration 59F: 3 clusters Score -7241408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (57527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Entering Unmasked Estep 
Score: -8987185.000000 Penalty: 2718.082275
	Iteration 0F: 2 clusters Score -8987185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -8948702.000000 Penalty: 5436.164551
	Iteration 0F: 3 clusters Score -8948702 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -8963307.000000 Penalty: 5436.164551
	Iteration 1F: 3 clusters Score -8963307 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -8963806.000000 Penalty: 5436.164551
	Iteration 2Q: 3 clusters Score -8963806 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -8964349.000000 Penalty: 5436.164551
	Iteration 3Q: 3 clusters Score -8964349 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8964832.000000 Penalty: 5436.164551
	Iteration 4Q: 3 clusters Score -8964832 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -8965558.000000 Penalty: 5436.164551
	Iteration 5Q: 3 clusters Score -8965558 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -8966500.000000 Penalty: 5436.164551
	Iteration 6Q: 3 clusters Score -8966500 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8968240.000000 Penalty: 5436.164551
	Iteration 7F: 3 clusters Score -8968240 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8971182.000000 Penalty: 5436.164551
	Iteration 8F: 3 clusters Score -8971182 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8975363.000000 Penalty: 5436.164551
	Iteration 9F: 3 clusters Score -8975363 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -8979595.000000 Penalty: 5436.164551
	Iteration 10F: 3 clusters Score -8979595 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -8982388.000000 Penalty: 5436.164551
	Iteration 11F: 3 clusters Score -8982388 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -8983745.000000 Penalty: 5436.164551
	Iteration 12Q: 3 clusters Score -8983745 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -8984323.000000 Penalty: 5436.164551
	Iteration 13Q: 3 clusters Score -8984323 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -8984537.000000 Penalty: 5436.164551
	Iteration 14Q: 3 clusters Score -8984537 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8984663.000000 Penalty: 5436.164551
	Iteration 15Q: 3 clusters Score -8984663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -8984738.000000 Penalty: 5436.164551
	Iteration 16Q: 3 clusters Score -8984738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -8984793.000000 Penalty: 5436.164551
	Iteration 17Q: 3 clusters Score -8984793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -8984810.000000 Penalty: 5436.164551
	Iteration 18Q: 3 clusters Score -8984810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -8984834.000000 Penalty: 5436.164551
	Iteration 19Q: 3 clusters Score -8984834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -8984843.000000 Penalty: 5436.164551
	Iteration 20F: 3 clusters Score -8984843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -8984863.000000 Penalty: 5436.164551
	Iteration 21Q: 3 clusters Score -8984863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -8984861.000000 Penalty: 5436.164551
	Iteration 22Q: 3 clusters Score -8984861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -8984859.000000 Penalty: 5436.164551
	Iteration 23Q: 3 clusters Score -8984859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -8984862.000000 Penalty: 5436.164551
	Iteration 24Q: 3 clusters Score -8984862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -8984862.000000 Penalty: 5436.164551
	Iteration 25F: 3 clusters Score -8984862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 37319 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32555 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 60812 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 103559 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 96863 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 46364 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90806 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 919 members 
Mstep: Class 25 contains 48279 members 
Mstep: Class 26 contains 57527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784912.000000 Penalty: 95326.062500
Iteration 79Q: 29 clusters Score -1.377849e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 37308 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 32609 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 38650 members 
Mstep: Class 7 contains 23533 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 60719 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 104112 members 
Mstep: Class 15 contains 2078 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 100383 members 
Mstep: Class 18 contains 96912 members 
Mstep: Class 19 contains 8965 members 
Mstep: Class 20 contains 46473 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90636 members 
Mstep: Class 23 contains 14749 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 48201 members 
Mstep: Class 26 contains 57600 members 
Mstep: Class 27 contains 95854 members 
Mstep: Class 28 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786112.000000 Penalty: 95326.062500
Iteration 80F: 29 clusters Score -1.377861e+08 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 37133 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 32629 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 38537 members 
Mstep: Class 7 contains 23496 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 60408 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104025 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 99662 members 
Mstep: Class 18 contains 96665 members 
Mstep: Class 19 contains 8771 members 
Mstep: Class 20 contains 46553 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 90149 members 
Mstep: Class 23 contains 14741 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 47945 members 
Mstep: Class 26 contains 57575 members 
Mstep: Class 27 contains 98124 members 
Mstep: Class 28 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786720.000000 Penalty: 95326.062500
Iteration 81Q: 29 clusters Score -1.377867e+08 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 37005 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32665 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 38454 members 
Mstep: Class 7 contains 23454 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 60090 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103765 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 99132 members 
Mstep: Class 18 contains 96523 members 
Mstep: Class 19 contains 8589 members 
Mstep: Class 20 contains 46612 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 89731 members 
Mstep: Class 23 contains 14745 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47759 members 
Mstep: Class 26 contains 57612 members 
Mstep: Class 27 contains 100032 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786432.000000 Penalty: 95326.062500
Iteration 82Q: 29 clusters Score -1.377864e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32713 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 5974 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 8957 members 
Mstep: Class 11 contains 59784 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103453 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 98664 members 
Mstep: Class 18 contains 96471 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 20 contains 46669 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 89337 members 
Mstep: Class 23 contains 14740 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47589 members 
Mstep: Class 26 contains 57696 members 
Mstep: Class 27 contains 101753 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786096.000000 Penalty: 95326.062500
Iteration 83Q: 29 clusters Score -1.377861e+08 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 36792 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32759 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 38441 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 59466 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103144 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 98212 members 
Mstep: Class 18 contains 96490 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 46728 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 88982 members 
Mstep: Class 23 contains 14736 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47456 members 
Mstep: Class 26 contains 57832 members 
Mstep: Class 27 contains 103170 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785792.000000 Penalty: 95326.062500
Iteration 84Q: 29 clusters Score -1.377858e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 36710 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32807 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 38438 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 59168 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102962 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 97772 members 
Mstep: Class 18 contains 96562 members 
Mstep: Class 19 contains 8096 members 
Mstep: Class 20 contains 46785 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 88674 members 
Mstep: Class 23 contains 14735 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47340 members 
Mstep: Class 26 contains 57984 members 
Mstep: Class 27 contains 104324 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785952.000000 Penalty: 95326.062500
Iteration 85Q: 29 clusters Score -1.37786e+08 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 36687 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32891 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 38502 members 
Mstep: Class 7 contains 23239 members 
Mstep: Class 8 contains 5811 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 58924 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102713 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 97355 members 
Mstep: Class 18 contains 96664 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 46809 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 88433 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47282 members 
Mstep: Class 26 contains 58158 members 
Mstep: Class 27 contains 105198 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785824.000000 Penalty: 95326.062500
Iteration 86Q: 29 clusters Score -1.377858e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 36673 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32957 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 38604 members 
Mstep: Class 7 contains 23182 members 
Mstep: Class 8 contains 5765 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 58695 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102479 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 3411 members 
Mstep: Class 17 contains 96992 members 
Mstep: Class 18 contains 96780 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 46834 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 88207 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47219 members 
Mstep: Class 26 contains 58346 members 
Mstep: Class 27 contains 105918 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785568.000000 Penalty: 95326.062500
Iteration 87Q: 29 clusters Score -1.377856e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 36692 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33022 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 38801 members 
Mstep: Class 7 contains 23127 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 58502 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102370 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 96599 members 
Mstep: Class 18 contains 96959 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 46879 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 87910 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47140 members 
Mstep: Class 26 contains 58540 members 
Mstep: Class 27 contains 106414 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785408.000000 Penalty: 95326.062500
Iteration 88Q: 29 clusters Score -1.377854e+08 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 36717 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33069 members 
Mstep: Class 5 contains 5265 members 
Mstep: Class 6 contains 39067 members 
Mstep: Class 7 contains 23091 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 58363 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102295 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 96247 members 
Mstep: Class 18 contains 97155 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 46907 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 87640 members 
Mstep: Class 23 contains 14696 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 58740 members 
Mstep: Class 27 contains 106697 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785712.000000 Penalty: 95326.062500
Iteration 89Q: 29 clusters Score -1.377857e+08 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 36727 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33106 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 39334 members 
Mstep: Class 7 contains 23040 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 10138 members 
Mstep: Class 11 contains 58232 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102230 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 95998 members 
Mstep: Class 18 contains 97380 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 46909 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 87362 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47001 members 
Mstep: Class 26 contains 58971 members 
Mstep: Class 27 contains 106837 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785184.000000 Penalty: 95326.062500
Iteration 90Q: 29 clusters Score -1.377852e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 36735 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33155 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 39628 members 
Mstep: Class 7 contains 23002 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 10166 members 
Mstep: Class 11 contains 58076 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102219 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 95774 members 
Mstep: Class 18 contains 97630 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 87105 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46959 members 
Mstep: Class 26 contains 59205 members 
Mstep: Class 27 contains 106857 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784800.000000 Penalty: 95326.062500
Iteration 91Q: 29 clusters Score -1.377848e+08 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 36776 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33191 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 39952 members 
Mstep: Class 7 contains 22964 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 10163 members 
Mstep: Class 11 contains 57933 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102250 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 95561 members 
Mstep: Class 18 contains 97839 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 46960 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 86847 members 
Mstep: Class 23 contains 14658 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46913 members 
Mstep: Class 26 contains 59392 members 
Mstep: Class 27 contains 106858 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784864.000000 Penalty: 95326.062500
Iteration 92Q: 29 clusters Score -1.377849e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 36820 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33236 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 40299 members 
Mstep: Class 7 contains 22935 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 57817 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102317 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 3578 members 
Mstep: Class 17 contains 95345 members 
Mstep: Class 18 contains 98007 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 46989 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 86556 members 
Mstep: Class 23 contains 14652 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46900 members 
Mstep: Class 26 contains 59615 members 
Mstep: Class 27 contains 106812 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 95326.062500
Iteration 93Q: 29 clusters Score -1.377846e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 36857 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33266 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 40715 members 
Mstep: Class 7 contains 22900 members 
Mstep: Class 8 contains 5512 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 10061 members 
Mstep: Class 11 contains 57728 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102352 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 95182 members 
Mstep: Class 18 contains 98158 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 47026 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 86270 members 
Mstep: Class 23 contains 14637 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46925 members 
Mstep: Class 26 contains 59817 members 
Mstep: Class 27 contains 106689 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784416.000000 Penalty: 95326.062500
Iteration 94Q: 29 clusters Score -1.377844e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 36887 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33317 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 41119 members 
Mstep: Class 7 contains 22870 members 
Mstep: Class 8 contains 5483 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 57646 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102413 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 94998 members 
Mstep: Class 18 contains 98279 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 47054 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 86021 members 
Mstep: Class 23 contains 14613 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46983 members 
Mstep: Class 26 contains 60006 members 
Mstep: Class 27 contains 106529 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784048.000000 Penalty: 95326.062500
Iteration 95Q: 29 clusters Score -1.37784e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 36915 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 41584 members 
Mstep: Class 7 contains 22833 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 9916 members 
Mstep: Class 11 contains 57566 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102450 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 94783 members 
Mstep: Class 18 contains 98402 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 47109 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 85800 members 
Mstep: Class 23 contains 14591 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 60168 members 
Mstep: Class 27 contains 106389 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784496.000000 Penalty: 95326.062500
Iteration 96Q: 29 clusters Score -1.377845e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 36952 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33397 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 42081 members 
Mstep: Class 7 contains 22802 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 57493 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102520 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 94511 members 
Mstep: Class 18 contains 98517 members 
Mstep: Class 19 contains 6407 members 
Mstep: Class 20 contains 47167 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 85591 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 60319 members 
Mstep: Class 27 contains 106232 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784768.000000 Penalty: 95326.062500
Iteration 97Q: 29 clusters Score -1.377848e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 36997 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33437 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 9725 members 
Mstep: Class 11 contains 57429 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102644 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 94238 members 
Mstep: Class 18 contains 98630 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 47215 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 85399 members 
Mstep: Class 23 contains 14538 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47098 members 
Mstep: Class 26 contains 60450 members 
Mstep: Class 27 contains 106045 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784848.000000 Penalty: 95326.062500
Iteration 98Q: 29 clusters Score -1.377848e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 37031 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33463 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 9635 members 
Mstep: Class 11 contains 57374 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102763 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 94031 members 
Mstep: Class 18 contains 98720 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 47262 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 85175 members 
Mstep: Class 23 contains 14513 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47122 members 
Mstep: Class 26 contains 60560 members 
Mstep: Class 27 contains 105901 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 95326.062500
Iteration 99Q: 29 clusters Score -1.377846e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 37060 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33477 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 43467 members 
Mstep: Class 7 contains 22742 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 57327 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102877 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 3736 members 
Mstep: Class 17 contains 93840 members 
Mstep: Class 18 contains 98799 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 47311 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 84951 members 
Mstep: Class 23 contains 14491 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47145 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 105772 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784464.000000 Penalty: 95326.062500
Iteration 100F: 29 clusters Score -1.377845e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 37083 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33495 members 
Mstep: Class 5 contains 4924 members 
Mstep: Class 6 contains 43967 members 
Mstep: Class 7 contains 22728 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 57277 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 102982 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 93631 members 
Mstep: Class 18 contains 98841 members 
Mstep: Class 19 contains 6048 members 
Mstep: Class 20 contains 47348 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 84724 members 
Mstep: Class 23 contains 14473 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47111 members 
Mstep: Class 26 contains 60774 members 
Mstep: Class 27 contains 105633 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784544.000000 Penalty: 95326.062500
Iteration 101Q: 29 clusters Score -1.377845e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 37119 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 44445 members 
Mstep: Class 7 contains 22709 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 9366 members 
Mstep: Class 11 contains 57197 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103091 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 93438 members 
Mstep: Class 18 contains 98869 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 47378 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 84488 members 
Mstep: Class 23 contains 14453 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47104 members 
Mstep: Class 26 contains 60904 members 
Mstep: Class 27 contains 105516 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784624.000000 Penalty: 95326.062500
Iteration 102Q: 29 clusters Score -1.377846e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 37127 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33530 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 44911 members 
Mstep: Class 7 contains 22693 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 11 contains 57117 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103164 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 93239 members 
Mstep: Class 18 contains 98916 members 
Mstep: Class 19 contains 5890 members 
Mstep: Class 20 contains 47421 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 84304 members 
Mstep: Class 23 contains 14430 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47126 members 
Mstep: Class 26 contains 61018 members 
Mstep: Class 27 contains 105398 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784704.000000 Penalty: 95326.062500
Iteration 103Q: 29 clusters Score -1.377847e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33551 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 22687 members 
Mstep: Class 8 contains 4993 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 57038 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103266 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 93053 members 
Mstep: Class 18 contains 98980 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 47467 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 84094 members 
Mstep: Class 23 contains 14406 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47130 members 
Mstep: Class 26 contains 61101 members 
Mstep: Class 27 contains 105239 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 95326.062500
Iteration 104Q: 29 clusters Score -1.377846e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 37146 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33591 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 45980 members 
Mstep: Class 7 contains 22685 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 11 contains 56978 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103348 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 92846 members 
Mstep: Class 18 contains 99002 members 
Mstep: Class 19 contains 5692 members 
Mstep: Class 20 contains 47505 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 83856 members 
Mstep: Class 23 contains 14384 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47172 members 
Mstep: Class 26 contains 61193 members 
Mstep: Class 27 contains 105077 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784912.000000 Penalty: 95326.062500
Iteration 105Q: 29 clusters Score -1.377849e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 37156 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33609 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 46501 members 
Mstep: Class 7 contains 22677 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 11 contains 56920 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103480 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 92637 members 
Mstep: Class 18 contains 99038 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 47537 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 83660 members 
Mstep: Class 23 contains 14373 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47173 members 
Mstep: Class 26 contains 61250 members 
Mstep: Class 27 contains 104945 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784784.000000 Penalty: 95326.062500
Iteration 106Q: 29 clusters Score -1.377848e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33635 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 22670 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 56875 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103611 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 92383 members 
Mstep: Class 18 contains 99070 members 
Mstep: Class 19 contains 5487 members 
Mstep: Class 20 contains 47577 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 83439 members 
Mstep: Class 23 contains 14359 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47173 members 
Mstep: Class 26 contains 61342 members 
Mstep: Class 27 contains 104837 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784672.000000 Penalty: 95326.062500
Iteration 107Q: 29 clusters Score -1.377847e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33658 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 47548 members 
Mstep: Class 7 contains 22657 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 56817 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103704 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 92116 members 
Mstep: Class 18 contains 99104 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 47625 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 83236 members 
Mstep: Class 23 contains 14350 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47152 members 
Mstep: Class 26 contains 61434 members 
Mstep: Class 27 contains 104732 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784576.000000 Penalty: 95326.062500
Iteration 108Q: 29 clusters Score -1.377846e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33673 members 
Mstep: Class 5 contains 4907 members 
Mstep: Class 6 contains 48158 members 
Mstep: Class 7 contains 22653 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 56768 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103790 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 91830 members 
Mstep: Class 18 contains 99130 members 
Mstep: Class 19 contains 5336 members 
Mstep: Class 20 contains 47661 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 83026 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47136 members 
Mstep: Class 26 contains 61502 members 
Mstep: Class 27 contains 104623 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784432.000000 Penalty: 95326.062500
Iteration 109Q: 29 clusters Score -1.377844e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33681 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 6 contains 48761 members 
Mstep: Class 7 contains 22648 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 56701 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103895 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 3951 members 
Mstep: Class 17 contains 91512 members 
Mstep: Class 18 contains 99135 members 
Mstep: Class 19 contains 5254 members 
Mstep: Class 20 contains 47712 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 82817 members 
Mstep: Class 23 contains 14292 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 61564 members 
Mstep: Class 27 contains 104575 members 
Mstep: Class 28 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784304.000000 Penalty: 95326.062500
Iteration 110Q: 29 clusters Score -1.377843e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33688 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 49359 members 
Mstep: Class 7 contains 22645 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 8690 members 
Mstep: Class 11 contains 56662 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 103960 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 91164 members 
Mstep: Class 18 contains 99154 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 47738 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 82628 members 
Mstep: Class 23 contains 14261 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47084 members 
Mstep: Class 26 contains 61647 members 
Mstep: Class 27 contains 104531 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784304.000000 Penalty: 95326.062500
Iteration 111Q: 29 clusters Score -1.377843e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 37240 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33698 members 
Mstep: Class 5 contains 4907 members 
Mstep: Class 6 contains 49999 members 
Mstep: Class 7 contains 22645 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 8633 members 
Mstep: Class 11 contains 56642 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104009 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 90772 members 
Mstep: Class 18 contains 99190 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 47773 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 82401 members 
Mstep: Class 23 contains 14219 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47079 members 
Mstep: Class 26 contains 61688 members 
Mstep: Class 27 contains 104473 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784192.000000 Penalty: 95326.062500
Iteration 112Q: 29 clusters Score -1.377842e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 37265 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33695 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 50688 members 
Mstep: Class 7 contains 22641 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 8569 members 
Mstep: Class 11 contains 56616 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104031 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 90350 members 
Mstep: Class 18 contains 99230 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 47810 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 82222 members 
Mstep: Class 23 contains 14182 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 61719 members 
Mstep: Class 27 contains 104423 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784432.000000 Penalty: 95326.062500
Iteration 113Q: 29 clusters Score -1.377844e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 37302 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33707 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 51381 members 
Mstep: Class 7 contains 22639 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 56584 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104092 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 3998 members 
Mstep: Class 17 contains 89923 members 
Mstep: Class 18 contains 99238 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 47860 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 82046 members 
Mstep: Class 23 contains 14147 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47074 members 
Mstep: Class 26 contains 61733 members 
Mstep: Class 27 contains 104329 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784752.000000 Penalty: 95326.062500
Iteration 114Q: 29 clusters Score -1.377848e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 37333 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33695 members 
Mstep: Class 5 contains 4903 members 
Mstep: Class 6 contains 52081 members 
Mstep: Class 7 contains 22633 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 56567 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104195 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 89480 members 
Mstep: Class 18 contains 99278 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 47916 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81853 members 
Mstep: Class 23 contains 14113 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47070 members 
Mstep: Class 26 contains 61749 members 
Mstep: Class 27 contains 104216 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784688.000000 Penalty: 95326.062500
Iteration 115Q: 29 clusters Score -1.377847e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 37355 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33690 members 
Mstep: Class 5 contains 4903 members 
Mstep: Class 6 contains 52805 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 56545 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104281 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 88981 members 
Mstep: Class 18 contains 99337 members 
Mstep: Class 19 contains 4825 members 
Mstep: Class 20 contains 47976 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81706 members 
Mstep: Class 23 contains 14076 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 61753 members 
Mstep: Class 27 contains 104114 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784416.000000 Penalty: 95326.062500
Iteration 116Q: 29 clusters Score -1.377844e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 37384 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33693 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 53574 members 
Mstep: Class 7 contains 22612 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 56514 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104334 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 4024 members 
Mstep: Class 17 contains 88504 members 
Mstep: Class 18 contains 99390 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 48028 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81517 members 
Mstep: Class 23 contains 14031 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47047 members 
Mstep: Class 26 contains 61751 members 
Mstep: Class 27 contains 104012 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784784.000000 Penalty: 95326.062500
Iteration 117Q: 29 clusters Score -1.377848e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 37416 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33683 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 54337 members 
Mstep: Class 7 contains 22591 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 8390 members 
Mstep: Class 11 contains 56510 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104406 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 4034 members 
Mstep: Class 17 contains 88006 members 
Mstep: Class 18 contains 99442 members 
Mstep: Class 19 contains 4665 members 
Mstep: Class 20 contains 48088 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81325 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47029 members 
Mstep: Class 26 contains 61742 members 
Mstep: Class 27 contains 103914 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784944.000000 Penalty: 95326.062500
Iteration 118Q: 29 clusters Score -1.377849e+08 nChanged 3062
Entering ConstructFrom: 
Score: -137784944.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (26477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Entering Unmasked Estep 
Score: -3839341.500000 Penalty: 2525.639893
	Iteration 0F: 2 clusters Score -3839342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3820990.000000 Penalty: 5051.279785
	Iteration 0F: 3 clusters Score -3820990 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3827452.500000 Penalty: 5051.279785
	Iteration 1F: 3 clusters Score -3827452 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3827879.500000 Penalty: 5051.279785
	Iteration 2Q: 3 clusters Score -3827880 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3828236.250000 Penalty: 5051.279785
	Iteration 3Q: 3 clusters Score -3828236 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3828572.250000 Penalty: 5051.279785
	Iteration 4Q: 3 clusters Score -3828572 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3828869.000000 Penalty: 5051.279785
	Iteration 5Q: 3 clusters Score -3828869 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3829177.750000 Penalty: 5051.279785
	Iteration 6Q: 3 clusters Score -3829178 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3829540.000000 Penalty: 5051.279785
	Iteration 7Q: 3 clusters Score -3829540 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3829990.500000 Penalty: 5051.279785
	Iteration 8Q: 3 clusters Score -3829990 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3830542.000000 Penalty: 5051.279785
	Iteration 9Q: 3 clusters Score -3830542 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3831254.000000 Penalty: 5051.279785
	Iteration 10Q: 3 clusters Score -3831254 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3832218.500000 Penalty: 5051.279785
	Iteration 11F: 3 clusters Score -3832218 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3833380.000000 Penalty: 5051.279785
	Iteration 12F: 3 clusters Score -3833380 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3834460.000000 Penalty: 5051.279785
	Iteration 13F: 3 clusters Score -3834460 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3835429.500000 Penalty: 5051.279785
	Iteration 14Q: 3 clusters Score -3835430 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3836116.750000 Penalty: 5051.279785
	Iteration 15Q: 3 clusters Score -3836117 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3836595.750000 Penalty: 5051.279785
	Iteration 16Q: 3 clusters Score -3836596 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3836848.500000 Penalty: 5051.279785
	Iteration 17Q: 3 clusters Score -3836848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3837037.750000 Penalty: 5051.279785
	Iteration 18Q: 3 clusters Score -3837038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3837159.000000 Penalty: 5051.279785
	Iteration 19Q: 3 clusters Score -3837159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3837231.750000 Penalty: 5051.279785
	Iteration 20F: 3 clusters Score -3837232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3837274.500000 Penalty: 5051.279785
	Iteration 21Q: 3 clusters Score -3837274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3837317.250000 Penalty: 5051.279785
	Iteration 22Q: 3 clusters Score -3837317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3837355.500000 Penalty: 5051.279785
	Iteration 23Q: 3 clusters Score -3837356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3837403.500000 Penalty: 5051.279785
	Iteration 24Q: 3 clusters Score -3837404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3837436.500000 Penalty: 5051.279785
	Iteration 25Q: 3 clusters Score -3837436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3837473.500000 Penalty: 5051.279785
	Iteration 26Q: 3 clusters Score -3837474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3837506.500000 Penalty: 5051.279785
	Iteration 27Q: 3 clusters Score -3837506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3837524.750000 Penalty: 5051.279785
	Iteration 28Q: 3 clusters Score -3837525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3837542.250000 Penalty: 5051.279785
	Iteration 29Q: 3 clusters Score -3837542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3837566.000000 Penalty: 5051.279785
	Iteration 30Q: 3 clusters Score -3837566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3837589.000000 Penalty: 5051.279785
	Iteration 31Q: 3 clusters Score -3837589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3837594.000000 Penalty: 5051.279785
	Iteration 32Q: 3 clusters Score -3837594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3837605.250000 Penalty: 5051.279785
	Iteration 33Q: 3 clusters Score -3837605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3837606.500000 Penalty: 5051.279785
	Iteration 34Q: 3 clusters Score -3837606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3837614.000000 Penalty: 5051.279785
	Iteration 35Q: 3 clusters Score -3837614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3837620.000000 Penalty: 5051.279785
	Iteration 36Q: 3 clusters Score -3837620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3837615.000000 Penalty: 5051.279785
	Iteration 37Q: 3 clusters Score -3837615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3837622.000000 Penalty: 5051.279785
	Iteration 38Q: 3 clusters Score -3837622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3837627.750000 Penalty: 5051.279785
	Iteration 39Q: 3 clusters Score -3837628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3837632.000000 Penalty: 5051.279785
	Iteration 40F: 3 clusters Score -3837632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3837630.750000 Penalty: 5051.279785
	Iteration 41Q: 3 clusters Score -3837631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3837633.750000 Penalty: 5051.279785
	Iteration 42Q: 3 clusters Score -3837634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3837643.250000 Penalty: 5051.279785
	Iteration 43Q: 3 clusters Score -3837643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3837642.000000 Penalty: 5051.279785
	Iteration 44Q: 3 clusters Score -3837642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3837642.000000 Penalty: 5051.279785
	Iteration 45F: 3 clusters Score -3837642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Entering Unmasked Estep 
Score: -5803101.500000 Penalty: 2611.589111
	Iteration 0F: 2 clusters Score -5803102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5777540.500000 Penalty: 5223.178223
	Iteration 0F: 3 clusters Score -5777540 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5787508.000000 Penalty: 5223.178223
	Iteration 1F: 3 clusters Score -5787508 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5788387.500000 Penalty: 5223.178223
	Iteration 2F: 3 clusters Score -5788388 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5789423.000000 Penalty: 5223.178223
	Iteration 3F: 3 clusters Score -5789423 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5790581.500000 Penalty: 5223.178223
	Iteration 4F: 3 clusters Score -5790582 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5791886.500000 Penalty: 5223.178223
	Iteration 5F: 3 clusters Score -5791886 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5793200.000000 Penalty: 5223.178223
	Iteration 6F: 3 clusters Score -5793200 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -5794515.000000 Penalty: 5223.178223
	Iteration 7F: 3 clusters Score -5794515 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5795586.000000 Penalty: 5223.178223
	Iteration 8F: 3 clusters Score -5795586 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5796253.000000 Penalty: 5223.178223
	Iteration 9Q: 3 clusters Score -5796253 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5796623.000000 Penalty: 5223.178223
	Iteration 10Q: 3 clusters Score -5796623 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5796848.000000 Penalty: 5223.178223
	Iteration 11Q: 3 clusters Score -5796848 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5797028.500000 Penalty: 5223.178223
	Iteration 12Q: 3 clusters Score -5797028 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5797195.000000 Penalty: 5223.178223
	Iteration 13Q: 3 clusters Score -5797195 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5797316.000000 Penalty: 5223.178223
	Iteration 14Q: 3 clusters Score -5797316 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5797415.000000 Penalty: 5223.178223
	Iteration 15Q: 3 clusters Score -5797415 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5797489.000000 Penalty: 5223.178223
	Iteration 16Q: 3 clusters Score -5797489 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5797595.500000 Penalty: 5223.178223
	Iteration 17Q: 3 clusters Score -5797596 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -5797727.500000 Penalty: 5223.178223
	Iteration 18Q: 3 clusters Score -5797728 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5797850.000000 Penalty: 5223.178223
	Iteration 19Q: 3 clusters Score -5797850 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5797969.000000 Penalty: 5223.178223
	Iteration 20F: 3 clusters Score -5797969 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5798095.000000 Penalty: 5223.178223
	Iteration 21Q: 3 clusters Score -5798095 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5798214.000000 Penalty: 5223.178223
	Iteration 22Q: 3 clusters Score -5798214 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -5798330.500000 Penalty: 5223.178223
	Iteration 23Q: 3 clusters Score -5798330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -5798436.000000 Penalty: 5223.178223
	Iteration 24Q: 3 clusters Score -5798436 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5798534.000000 Penalty: 5223.178223
	Iteration 25Q: 3 clusters Score -5798534 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -5798677.500000 Penalty: 5223.178223
	Iteration 26Q: 3 clusters Score -5798678 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5798804.000000 Penalty: 5223.178223
	Iteration 27Q: 3 clusters Score -5798804 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5798914.000000 Penalty: 5223.178223
	Iteration 28Q: 3 clusters Score -5798914 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -5799086.000000 Penalty: 5223.178223
	Iteration 29Q: 3 clusters Score -5799086 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5799230.000000 Penalty: 5223.178223
	Iteration 30Q: 3 clusters Score -5799230 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5799340.500000 Penalty: 5223.178223
	Iteration 31Q: 3 clusters Score -5799340 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5799500.000000 Penalty: 5223.178223
	Iteration 32Q: 3 clusters Score -5799500 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5799656.000000 Penalty: 5223.178223
	Iteration 33Q: 3 clusters Score -5799656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -5799791.500000 Penalty: 5223.178223
	Iteration 34Q: 3 clusters Score -5799792 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -5799956.500000 Penalty: 5223.178223
	Iteration 35Q: 3 clusters Score -5799956 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5800086.000000 Penalty: 5223.178223
	Iteration 36Q: 3 clusters Score -5800086 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5800270.000000 Penalty: 5223.178223
	Iteration 37Q: 3 clusters Score -5800270 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5800410.500000 Penalty: 5223.178223
	Iteration 38Q: 3 clusters Score -5800410 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5800538.000000 Penalty: 5223.178223
	Iteration 39Q: 3 clusters Score -5800538 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5800677.000000 Penalty: 5223.178223
	Iteration 40F: 3 clusters Score -5800677 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5800797.500000 Penalty: 5223.178223
	Iteration 41Q: 3 clusters Score -5800798 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5800907.000000 Penalty: 5223.178223
	Iteration 42Q: 3 clusters Score -5800907 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5801046.000000 Penalty: 5223.178223
	Iteration 43Q: 3 clusters Score -5801046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5801137.500000 Penalty: 5223.178223
	Iteration 44Q: 3 clusters Score -5801138 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5801248.500000 Penalty: 5223.178223
	Iteration 45Q: 3 clusters Score -5801248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5801305.000000 Penalty: 5223.178223
	Iteration 46Q: 3 clusters Score -5801305 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5801370.000000 Penalty: 5223.178223
	Iteration 47Q: 3 clusters Score -5801370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5801439.500000 Penalty: 5223.178223
	Iteration 48Q: 3 clusters Score -5801440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5801476.500000 Penalty: 5223.178223
	Iteration 49Q: 3 clusters Score -5801476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5801493.000000 Penalty: 5223.178223
	Iteration 50Q: 3 clusters Score -5801493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5801530.500000 Penalty: 5223.178223
	Iteration 51Q: 3 clusters Score -5801530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5801554.500000 Penalty: 5223.178223
	Iteration 52Q: 3 clusters Score -5801554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5801582.500000 Penalty: 5223.178223
	Iteration 53Q: 3 clusters Score -5801582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5801607.000000 Penalty: 5223.178223
	Iteration 54Q: 3 clusters Score -5801607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5801624.000000 Penalty: 5223.178223
	Iteration 55Q: 3 clusters Score -5801624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5801633.000000 Penalty: 5223.178223
	Iteration 56Q: 3 clusters Score -5801633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5801663.500000 Penalty: 5223.178223
	Iteration 57Q: 3 clusters Score -5801664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5801674.000000 Penalty: 5223.178223
	Iteration 58Q: 3 clusters Score -5801674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5801691.000000 Penalty: 5223.178223
	Iteration 59Q: 3 clusters Score -5801691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5801700.000000 Penalty: 5223.178223
	Iteration 60F: 3 clusters Score -5801700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5801711.000000 Penalty: 5223.178223
	Iteration 61Q: 3 clusters Score -5801711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5801716.000000 Penalty: 5223.178223
	Iteration 62Q: 3 clusters Score -5801716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5801738.000000 Penalty: 5223.178223
	Iteration 63Q: 3 clusters Score -5801738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5801737.500000 Penalty: 5223.178223
	Iteration 64Q: 3 clusters Score -5801738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5801738.500000 Penalty: 5223.178223
	Iteration 65Q: 3 clusters Score -5801738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5801740.000000 Penalty: 5223.178223
	Iteration 66Q: 3 clusters Score -5801740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5801740.500000 Penalty: 5223.178223
	Iteration 67Q: 3 clusters Score -5801740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5801741.000000 Penalty: 5223.178223
	Iteration 68Q: 3 clusters Score -5801741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5801740.500000 Penalty: 5223.178223
	Iteration 69Q: 3 clusters Score -5801740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5801744.000000 Penalty: 5223.178223
	Iteration 70Q: 3 clusters Score -5801744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5801747.000000 Penalty: 5223.178223
	Iteration 71Q: 3 clusters Score -5801747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5801748.500000 Penalty: 5223.178223
	Iteration 72Q: 3 clusters Score -5801748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5801749.500000 Penalty: 5223.178223
	Iteration 73Q: 3 clusters Score -5801750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5801758.500000 Penalty: 5223.178223
	Iteration 74Q: 3 clusters Score -5801758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5801760.000000 Penalty: 5223.178223
	Iteration 75Q: 3 clusters Score -5801760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5801766.500000 Penalty: 5223.178223
	Iteration 76Q: 3 clusters Score -5801766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5801763.500000 Penalty: 5223.178223
	Iteration 77Q: 3 clusters Score -5801764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5801765.000000 Penalty: 5223.178223
	Iteration 78Q: 3 clusters Score -5801765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5801760.000000 Penalty: 5223.178223
	Iteration 79Q: 3 clusters Score -5801760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5801761.000000 Penalty: 5223.178223
	Iteration 80F: 3 clusters Score -5801761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5801761.000000 Penalty: 5223.178223
	Iteration 81Q: 3 clusters Score -5801761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5801763.500000 Penalty: 5223.178223
	Iteration 82Q: 3 clusters Score -5801764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5801766.000000 Penalty: 5223.178223
	Iteration 83Q: 3 clusters Score -5801766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5801766.000000 Penalty: 5223.178223
	Iteration 84Q: 3 clusters Score -5801766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5801766.000000 Penalty: 5223.178223
	Iteration 85F: 3 clusters Score -5801766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -22310.316406 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -22310.32 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 120 members 
Entering Unmasked Estep 
Score: -21274.880859 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -21274.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21348.210938 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -21348.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21379.884766 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -21379.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21394.218750 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -21394.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21398.134766 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -21398.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21406.552734 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -21406.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21414.830078 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -21414.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21424.082031 Penalty: 2677.488770
	Iteration 7Q: 3 clusters Score -21424.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21424.082031 Penalty: 2677.488770
	Iteration 8F: 3 clusters Score -21424.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Entering Unmasked Estep 
Score: -5191034.000000 Penalty: 2585.271484
	Iteration 0F: 2 clusters Score -5191034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -5168022.000000 Penalty: 5170.542969
	Iteration 0F: 3 clusters Score -5168022 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5176370.500000 Penalty: 5170.542969
	Iteration 1F: 3 clusters Score -5176370 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5176929.500000 Penalty: 5170.542969
	Iteration 2Q: 3 clusters Score -5176930 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5177584.500000 Penalty: 5170.542969
	Iteration 3Q: 3 clusters Score -5177584 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5178420.500000 Penalty: 5170.542969
	Iteration 4Q: 3 clusters Score -5178420 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5179483.500000 Penalty: 5170.542969
	Iteration 5F: 3 clusters Score -5179484 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5181033.500000 Penalty: 5170.542969
	Iteration 6F: 3 clusters Score -5181034 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5183090.000000 Penalty: 5170.542969
	Iteration 7F: 3 clusters Score -5183090 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5185236.000000 Penalty: 5170.542969
	Iteration 8F: 3 clusters Score -5185236 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5186792.500000 Penalty: 5170.542969
	Iteration 9F: 3 clusters Score -5186792 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -5187749.000000 Penalty: 5170.542969
	Iteration 10Q: 3 clusters Score -5187749 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5188226.000000 Penalty: 5170.542969
	Iteration 11Q: 3 clusters Score -5188226 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5188470.000000 Penalty: 5170.542969
	Iteration 12Q: 3 clusters Score -5188470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -5188565.000000 Penalty: 5170.542969
	Iteration 13Q: 3 clusters Score -5188565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -5188626.000000 Penalty: 5170.542969
	Iteration 14Q: 3 clusters Score -5188626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5188659.500000 Penalty: 5170.542969
	Iteration 15Q: 3 clusters Score -5188660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5188687.000000 Penalty: 5170.542969
	Iteration 16Q: 3 clusters Score -5188687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5188710.500000 Penalty: 5170.542969
	Iteration 17Q: 3 clusters Score -5188710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5188722.000000 Penalty: 5170.542969
	Iteration 18Q: 3 clusters Score -5188722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5188731.500000 Penalty: 5170.542969
	Iteration 19Q: 3 clusters Score -5188732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -5188741.000000 Penalty: 5170.542969
	Iteration 20F: 3 clusters Score -5188741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -5188748.500000 Penalty: 5170.542969
	Iteration 21Q: 3 clusters Score -5188748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5188751.000000 Penalty: 5170.542969
	Iteration 22Q: 3 clusters Score -5188751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5188755.000000 Penalty: 5170.542969
	Iteration 23Q: 3 clusters Score -5188755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5188761.000000 Penalty: 5170.542969
	Iteration 24Q: 3 clusters Score -5188761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5188764.500000 Penalty: 5170.542969
	Iteration 25Q: 3 clusters Score -5188764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5188770.000000 Penalty: 5170.542969
	Iteration 26Q: 3 clusters Score -5188770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -5188788.500000 Penalty: 5170.542969
	Iteration 27Q: 3 clusters Score -5188788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5188791.500000 Penalty: 5170.542969
	Iteration 28Q: 3 clusters Score -5188792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5188792.000000 Penalty: 5170.542969
	Iteration 29Q: 3 clusters Score -5188792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5188792.000000 Penalty: 5170.542969
	Iteration 30Q: 3 clusters Score -5188792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5188793.000000 Penalty: 5170.542969
	Iteration 31Q: 3 clusters Score -5188793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5188796.000000 Penalty: 5170.542969
	Iteration 32Q: 3 clusters Score -5188796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5188796.000000 Penalty: 5170.542969
	Iteration 33F: 3 clusters Score -5188796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -726217.062500 Penalty: 2107.152344
	Iteration 0F: 2 clusters Score -726217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -721759.125000 Penalty: 4214.304688
	Iteration 0F: 3 clusters Score -721759.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -722816.500000 Penalty: 4214.304688
	Iteration 1F: 3 clusters Score -722816.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -723081.250000 Penalty: 4214.304688
	Iteration 2F: 3 clusters Score -723081.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -723246.125000 Penalty: 4214.304688
	Iteration 3F: 3 clusters Score -723246.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -723352.000000 Penalty: 4214.304688
	Iteration 4Q: 3 clusters Score -723352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -723422.062500 Penalty: 4214.304688
	Iteration 5Q: 3 clusters Score -723422.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -723472.500000 Penalty: 4214.304688
	Iteration 6Q: 3 clusters Score -723472.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -723511.062500 Penalty: 4214.304688
	Iteration 7Q: 3 clusters Score -723511.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -723544.625000 Penalty: 4214.304688
	Iteration 8Q: 3 clusters Score -723544.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -723574.875000 Penalty: 4214.304688
	Iteration 9Q: 3 clusters Score -723574.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -723604.125000 Penalty: 4214.304688
	Iteration 10Q: 3 clusters Score -723604.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -723628.375000 Penalty: 4214.304688
	Iteration 11Q: 3 clusters Score -723628.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -723655.062500 Penalty: 4214.304688
	Iteration 12Q: 3 clusters Score -723655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -723672.187500 Penalty: 4214.304688
	Iteration 13Q: 3 clusters Score -723672.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -723692.937500 Penalty: 4214.304688
	Iteration 14Q: 3 clusters Score -723692.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -723708.437500 Penalty: 4214.304688
	Iteration 15Q: 3 clusters Score -723708.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -723724.937500 Penalty: 4214.304688
	Iteration 16Q: 3 clusters Score -723724.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -723739.500000 Penalty: 4214.304688
	Iteration 17Q: 3 clusters Score -723739.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -723748.500000 Penalty: 4214.304688
	Iteration 18Q: 3 clusters Score -723748.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -723759.687500 Penalty: 4214.304688
	Iteration 19Q: 3 clusters Score -723759.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -723776.125000 Penalty: 4214.304688
	Iteration 20F: 3 clusters Score -723776.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -723798.375000 Penalty: 4214.304688
	Iteration 21Q: 3 clusters Score -723798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -723820.812500 Penalty: 4214.304688
	Iteration 22Q: 3 clusters Score -723820.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -723839.812500 Penalty: 4214.304688
	Iteration 23Q: 3 clusters Score -723839.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -723862.000000 Penalty: 4214.304688
	Iteration 24Q: 3 clusters Score -723862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -723882.875000 Penalty: 4214.304688
	Iteration 25Q: 3 clusters Score -723882.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -723901.875000 Penalty: 4214.304688
	Iteration 26Q: 3 clusters Score -723901.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -723921.062500 Penalty: 4214.304688
	Iteration 27Q: 3 clusters Score -723921.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -723939.875000 Penalty: 4214.304688
	Iteration 28Q: 3 clusters Score -723939.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -723966.875000 Penalty: 4214.304688
	Iteration 29Q: 3 clusters Score -723966.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -723997.125000 Penalty: 4214.304688
	Iteration 30Q: 3 clusters Score -723997.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -724028.937500 Penalty: 4214.304688
	Iteration 31Q: 3 clusters Score -724028.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -724062.250000 Penalty: 4214.304688
	Iteration 32Q: 3 clusters Score -724062.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -724092.125000 Penalty: 4214.304688
	Iteration 33Q: 3 clusters Score -724092.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -724122.187500 Penalty: 4214.304688
	Iteration 34Q: 3 clusters Score -724122.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -724143.937500 Penalty: 4214.304688
	Iteration 35Q: 3 clusters Score -724143.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -724161.625000 Penalty: 4214.304688
	Iteration 36Q: 3 clusters Score -724161.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -724181.562500 Penalty: 4214.304688
	Iteration 37Q: 3 clusters Score -724181.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -724196.250000 Penalty: 4214.304688
	Iteration 38Q: 3 clusters Score -724196.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -724215.312500 Penalty: 4214.304688
	Iteration 39Q: 3 clusters Score -724215.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -724225.750000 Penalty: 4214.304688
	Iteration 40F: 3 clusters Score -724225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -724239.750000 Penalty: 4214.304688
	Iteration 41Q: 3 clusters Score -724239.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -724260.875000 Penalty: 4214.304688
	Iteration 42Q: 3 clusters Score -724260.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -724277.000000 Penalty: 4214.304688
	Iteration 43Q: 3 clusters Score -724277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -724287.500000 Penalty: 4214.304688
	Iteration 44Q: 3 clusters Score -724287.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -724299.062500 Penalty: 4214.304688
	Iteration 45Q: 3 clusters Score -724299.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -724305.750000 Penalty: 4214.304688
	Iteration 46Q: 3 clusters Score -724305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -724311.812500 Penalty: 4214.304688
	Iteration 47Q: 3 clusters Score -724311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -724320.812500 Penalty: 4214.304688
	Iteration 48Q: 3 clusters Score -724320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -724329.625000 Penalty: 4214.304688
	Iteration 49Q: 3 clusters Score -724329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -724335.937500 Penalty: 4214.304688
	Iteration 50Q: 3 clusters Score -724335.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -724342.125000 Penalty: 4214.304688
	Iteration 51Q: 3 clusters Score -724342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -724347.375000 Penalty: 4214.304688
	Iteration 52Q: 3 clusters Score -724347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -724350.750000 Penalty: 4214.304688
	Iteration 53Q: 3 clusters Score -724350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -724356.250000 Penalty: 4214.304688
	Iteration 54Q: 3 clusters Score -724356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -724363.000000 Penalty: 4214.304688
	Iteration 55Q: 3 clusters Score -724363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -724366.437500 Penalty: 4214.304688
	Iteration 56Q: 3 clusters Score -724366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -724368.187500 Penalty: 4214.304688
	Iteration 57Q: 3 clusters Score -724368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -724371.125000 Penalty: 4214.304688
	Iteration 58Q: 3 clusters Score -724371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -724375.812500 Penalty: 4214.304688
	Iteration 59Q: 3 clusters Score -724375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -724380.375000 Penalty: 4214.304688
	Iteration 60F: 3 clusters Score -724380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -724381.562500 Penalty: 4214.304688
	Iteration 61Q: 3 clusters Score -724381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -724385.562500 Penalty: 4214.304688
	Iteration 62Q: 3 clusters Score -724385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -724388.937500 Penalty: 4214.304688
	Iteration 63Q: 3 clusters Score -724388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -724393.187500 Penalty: 4214.304688
	Iteration 64Q: 3 clusters Score -724393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -724397.437500 Penalty: 4214.304688
	Iteration 65Q: 3 clusters Score -724397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -724399.062500 Penalty: 4214.304688
	Iteration 66Q: 3 clusters Score -724399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -724400.687500 Penalty: 4214.304688
	Iteration 67Q: 3 clusters Score -724400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -724406.312500 Penalty: 4214.304688
	Iteration 68Q: 3 clusters Score -724406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -724408.562500 Penalty: 4214.304688
	Iteration 69Q: 3 clusters Score -724408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -724412.187500 Penalty: 4214.304688
	Iteration 70Q: 3 clusters Score -724412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -724412.750000 Penalty: 4214.304688
	Iteration 71Q: 3 clusters Score -724412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -724413.187500 Penalty: 4214.304688
	Iteration 72Q: 3 clusters Score -724413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -724413.187500 Penalty: 4214.304688
	Iteration 73Q: 3 clusters Score -724413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -724413.875000 Penalty: 4214.304688
	Iteration 74Q: 3 clusters Score -724413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -724414.250000 Penalty: 4214.304688
	Iteration 75Q: 3 clusters Score -724414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -724414.250000 Penalty: 4214.304688
	Iteration 76F: 3 clusters Score -724414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Entering Unmasked Estep 
Score: -8616046.000000 Penalty: 2707.464355
	Iteration 0F: 2 clusters Score -8616046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -8578868.000000 Penalty: 5414.928711
	Iteration 0F: 3 clusters Score -8578868 nChanged 25657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -8593277.000000 Penalty: 5414.928711
	Iteration 1F: 3 clusters Score -8593277 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -8593805.000000 Penalty: 5414.928711
	Iteration 2Q: 3 clusters Score -8593805 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -8594264.000000 Penalty: 5414.928711
	Iteration 3Q: 3 clusters Score -8594264 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8594756.000000 Penalty: 5414.928711
	Iteration 4Q: 3 clusters Score -8594756 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -8595266.000000 Penalty: 5414.928711
	Iteration 5Q: 3 clusters Score -8595266 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8595937.000000 Penalty: 5414.928711
	Iteration 6Q: 3 clusters Score -8595937 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -8596859.000000 Penalty: 5414.928711
	Iteration 7Q: 3 clusters Score -8596859 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8598241.000000 Penalty: 5414.928711
	Iteration 8Q: 3 clusters Score -8598241 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -8600380.000000 Penalty: 5414.928711
	Iteration 9F: 3 clusters Score -8600380 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8603029.000000 Penalty: 5414.928711
	Iteration 10F: 3 clusters Score -8603029 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8606127.000000 Penalty: 5414.928711
	Iteration 11F: 3 clusters Score -8606127 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -8608769.000000 Penalty: 5414.928711
	Iteration 12F: 3 clusters Score -8608769 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -8610826.000000 Penalty: 5414.928711
	Iteration 13Q: 3 clusters Score -8610826 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -8612152.000000 Penalty: 5414.928711
	Iteration 14Q: 3 clusters Score -8612152 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -8612897.000000 Penalty: 5414.928711
	Iteration 15Q: 3 clusters Score -8612897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -8613223.000000 Penalty: 5414.928711
	Iteration 16Q: 3 clusters Score -8613223 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -8613428.000000 Penalty: 5414.928711
	Iteration 17Q: 3 clusters Score -8613428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -8613529.000000 Penalty: 5414.928711
	Iteration 18Q: 3 clusters Score -8613529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -8613577.000000 Penalty: 5414.928711
	Iteration 19Q: 3 clusters Score -8613577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -8613612.000000 Penalty: 5414.928711
	Iteration 20F: 3 clusters Score -8613612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -8613626.000000 Penalty: 5414.928711
	Iteration 21Q: 3 clusters Score -8613626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -8613638.000000 Penalty: 5414.928711
	Iteration 22Q: 3 clusters Score -8613638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -8613645.000000 Penalty: 5414.928711
	Iteration 23Q: 3 clusters Score -8613645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -8613653.000000 Penalty: 5414.928711
	Iteration 24Q: 3 clusters Score -8613653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -8613647.000000 Penalty: 5414.928711
	Iteration 25Q: 3 clusters Score -8613647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -8613666.000000 Penalty: 5414.928711
	Iteration 26Q: 3 clusters Score -8613666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -8613662.000000 Penalty: 5414.928711
	Iteration 27Q: 3 clusters Score -8613662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -8613667.000000 Penalty: 5414.928711
	Iteration 28Q: 3 clusters Score -8613667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -8613672.000000 Penalty: 5414.928711
	Iteration 29Q: 3 clusters Score -8613672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -8613687.000000 Penalty: 5414.928711
	Iteration 30Q: 3 clusters Score -8613687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -8613684.000000 Penalty: 5414.928711
	Iteration 31Q: 3 clusters Score -8613684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -8613693.000000 Penalty: 5414.928711
	Iteration 32Q: 3 clusters Score -8613693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -8613699.000000 Penalty: 5414.928711
	Iteration 33Q: 3 clusters Score -8613699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -8613698.000000 Penalty: 5414.928711
	Iteration 34Q: 3 clusters Score -8613698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -8613698.000000 Penalty: 5414.928711
	Iteration 35Q: 3 clusters Score -8613698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -8613698.000000 Penalty: 5414.928711
	Iteration 36F: 3 clusters Score -8613698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Entering Unmasked Estep 
Score: -3429114.500000 Penalty: 2486.144287
	Iteration 0F: 2 clusters Score -3429114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3413409.250000 Penalty: 4972.288574
	Iteration 0F: 3 clusters Score -3413409 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3418736.500000 Penalty: 4972.288574
	Iteration 1F: 3 clusters Score -3418736 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3419260.750000 Penalty: 4972.288574
	Iteration 2F: 3 clusters Score -3419261 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3419869.000000 Penalty: 4972.288574
	Iteration 3F: 3 clusters Score -3419869 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3420664.000000 Penalty: 4972.288574
	Iteration 4F: 3 clusters Score -3420664 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3421765.000000 Penalty: 4972.288574
	Iteration 5F: 3 clusters Score -3421765 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3423137.750000 Penalty: 4972.288574
	Iteration 6F: 3 clusters Score -3423138 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3424397.750000 Penalty: 4972.288574
	Iteration 7F: 3 clusters Score -3424398 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3425428.000000 Penalty: 4972.288574
	Iteration 8F: 3 clusters Score -3425428 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3426173.000000 Penalty: 4972.288574
	Iteration 9Q: 3 clusters Score -3426173 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3426692.500000 Penalty: 4972.288574
	Iteration 10Q: 3 clusters Score -3426692 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3426977.750000 Penalty: 4972.288574
	Iteration 11Q: 3 clusters Score -3426978 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3427111.000000 Penalty: 4972.288574
	Iteration 12Q: 3 clusters Score -3427111 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3427187.500000 Penalty: 4972.288574
	Iteration 13Q: 3 clusters Score -3427188 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3427233.500000 Penalty: 4972.288574
	Iteration 14Q: 3 clusters Score -3427234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3427262.750000 Penalty: 4972.288574
	Iteration 15Q: 3 clusters Score -3427263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3427277.000000 Penalty: 4972.288574
	Iteration 16Q: 3 clusters Score -3427277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3427290.250000 Penalty: 4972.288574
	Iteration 17Q: 3 clusters Score -3427290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3427289.750000 Penalty: 4972.288574
	Iteration 18Q: 3 clusters Score -3427290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3427304.500000 Penalty: 4972.288574
	Iteration 19Q: 3 clusters Score -3427304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3427314.750000 Penalty: 4972.288574
	Iteration 20F: 3 clusters Score -3427315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3427320.000000 Penalty: 4972.288574
	Iteration 21Q: 3 clusters Score -3427320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3427325.250000 Penalty: 4972.288574
	Iteration 22Q: 3 clusters Score -3427325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3427330.500000 Penalty: 4972.288574
	Iteration 23Q: 3 clusters Score -3427330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3427336.250000 Penalty: 4972.288574
	Iteration 24Q: 3 clusters Score -3427336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3427339.500000 Penalty: 4972.288574
	Iteration 25Q: 3 clusters Score -3427340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3427345.000000 Penalty: 4972.288574
	Iteration 26Q: 3 clusters Score -3427345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3427356.000000 Penalty: 4972.288574
	Iteration 27Q: 3 clusters Score -3427356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3427353.000000 Penalty: 4972.288574
	Iteration 28Q: 3 clusters Score -3427353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3427350.000000 Penalty: 4972.288574
	Iteration 29Q: 3 clusters Score -3427350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3427350.750000 Penalty: 4972.288574
	Iteration 30Q: 3 clusters Score -3427351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3427361.000000 Penalty: 4972.288574
	Iteration 31Q: 3 clusters Score -3427361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3427363.000000 Penalty: 4972.288574
	Iteration 32Q: 3 clusters Score -3427363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3427367.750000 Penalty: 4972.288574
	Iteration 33Q: 3 clusters Score -3427368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3427368.000000 Penalty: 4972.288574
	Iteration 34Q: 3 clusters Score -3427368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3427371.250000 Penalty: 4972.288574
	Iteration 35Q: 3 clusters Score -3427371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3427365.250000 Penalty: 4972.288574
	Iteration 36Q: 3 clusters Score -3427365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3427364.750000 Penalty: 4972.288574
	Iteration 37Q: 3 clusters Score -3427365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3427364.750000 Penalty: 4972.288574
	Iteration 38F: 3 clusters Score -3427365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -623384.562500 Penalty: 2069.908447
	Iteration 0F: 2 clusters Score -623384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -619361.250000 Penalty: 4139.816895
	Iteration 0F: 3 clusters Score -619361.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -620214.125000 Penalty: 4139.816895
	Iteration 1F: 3 clusters Score -620214.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -620414.062500 Penalty: 4139.816895
	Iteration 2F: 3 clusters Score -620414.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -620542.812500 Penalty: 4139.816895
	Iteration 3Q: 3 clusters Score -620542.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -620641.562500 Penalty: 4139.816895
	Iteration 4Q: 3 clusters Score -620641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -620726.937500 Penalty: 4139.816895
	Iteration 5Q: 3 clusters Score -620726.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -620806.062500 Penalty: 4139.816895
	Iteration 6Q: 3 clusters Score -620806.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -620892.125000 Penalty: 4139.816895
	Iteration 7Q: 3 clusters Score -620892.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -620985.500000 Penalty: 4139.816895
	Iteration 8Q: 3 clusters Score -620985.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -621066.125000 Penalty: 4139.816895
	Iteration 9Q: 3 clusters Score -621066.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -621146.750000 Penalty: 4139.816895
	Iteration 10Q: 3 clusters Score -621146.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -621240.250000 Penalty: 4139.816895
	Iteration 11Q: 3 clusters Score -621240.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -621347.625000 Penalty: 4139.816895
	Iteration 12Q: 3 clusters Score -621347.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -621430.562500 Penalty: 4139.816895
	Iteration 13Q: 3 clusters Score -621430.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -621521.375000 Penalty: 4139.816895
	Iteration 14Q: 3 clusters Score -621521.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -621605.687500 Penalty: 4139.816895
	Iteration 15Q: 3 clusters Score -621605.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -621657.562500 Penalty: 4139.816895
	Iteration 16Q: 3 clusters Score -621657.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -621690.437500 Penalty: 4139.816895
	Iteration 17Q: 3 clusters Score -621690.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -621721.687500 Penalty: 4139.816895
	Iteration 18Q: 3 clusters Score -621721.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -621746.312500 Penalty: 4139.816895
	Iteration 19Q: 3 clusters Score -621746.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -621769.125000 Penalty: 4139.816895
	Iteration 20F: 3 clusters Score -621769.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -621788.625000 Penalty: 4139.816895
	Iteration 21Q: 3 clusters Score -621788.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -621800.125000 Penalty: 4139.816895
	Iteration 22Q: 3 clusters Score -621800.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -621812.187500 Penalty: 4139.816895
	Iteration 23Q: 3 clusters Score -621812.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -621824.750000 Penalty: 4139.816895
	Iteration 24Q: 3 clusters Score -621824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -621832.125000 Penalty: 4139.816895
	Iteration 25Q: 3 clusters Score -621832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -621840.187500 Penalty: 4139.816895
	Iteration 26Q: 3 clusters Score -621840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -621847.625000 Penalty: 4139.816895
	Iteration 27Q: 3 clusters Score -621847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -621853.937500 Penalty: 4139.816895
	Iteration 28Q: 3 clusters Score -621853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621858.875000 Penalty: 4139.816895
	Iteration 29Q: 3 clusters Score -621858.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -621865.937500 Penalty: 4139.816895
	Iteration 30Q: 3 clusters Score -621865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -621871.500000 Penalty: 4139.816895
	Iteration 31Q: 3 clusters Score -621871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -621877.937500 Penalty: 4139.816895
	Iteration 32Q: 3 clusters Score -621877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -621885.187500 Penalty: 4139.816895
	Iteration 33Q: 3 clusters Score -621885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -621890.875000 Penalty: 4139.816895
	Iteration 34Q: 3 clusters Score -621890.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -621895.125000 Penalty: 4139.816895
	Iteration 35Q: 3 clusters Score -621895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -621901.062500 Penalty: 4139.816895
	Iteration 36Q: 3 clusters Score -621901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -621905.437500 Penalty: 4139.816895
	Iteration 37Q: 3 clusters Score -621905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -621908.250000 Penalty: 4139.816895
	Iteration 38Q: 3 clusters Score -621908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -621910.000000 Penalty: 4139.816895
	Iteration 39Q: 3 clusters Score -621910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -621911.562500 Penalty: 4139.816895
	Iteration 40F: 3 clusters Score -621911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -621912.812500 Penalty: 4139.816895
	Iteration 41Q: 3 clusters Score -621912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -621913.562500 Penalty: 4139.816895
	Iteration 42Q: 3 clusters Score -621913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -621915.000000 Penalty: 4139.816895
	Iteration 43Q: 3 clusters Score -621915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -621915.000000 Penalty: 4139.816895
	Iteration 44F: 3 clusters Score -621915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -338737.437500 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -338737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -335764.437500 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -335764.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -336551.281250 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -336551.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336887.093750 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -336887.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337102.406250 Penalty: 3905.681885
	Iteration 3F: 3 clusters Score -337102.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -337229.218750 Penalty: 3905.681885
	Iteration 4F: 3 clusters Score -337229.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -337297.593750 Penalty: 3905.681885
	Iteration 5Q: 3 clusters Score -337297.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -337345.343750 Penalty: 3905.681885
	Iteration 6Q: 3 clusters Score -337345.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -337379.093750 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -337379.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -337410.781250 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -337410.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -337429.500000 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -337429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -337448.156250 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -337448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -337468.093750 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -337468.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -337484.125000 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -337484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337498.312500 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -337498.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -337519.562500 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -337519.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -337532.156250 Penalty: 3905.681885
	Iteration 15Q: 3 clusters Score -337532.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -337543.031250 Penalty: 3905.681885
	Iteration 16Q: 3 clusters Score -337543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337558.343750 Penalty: 3905.681885
	Iteration 17Q: 3 clusters Score -337558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -337571.562500 Penalty: 3905.681885
	Iteration 18Q: 3 clusters Score -337571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337580.062500 Penalty: 3905.681885
	Iteration 19Q: 3 clusters Score -337580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -337585.656250 Penalty: 3905.681885
	Iteration 20F: 3 clusters Score -337585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -337590.781250 Penalty: 3905.681885
	Iteration 21Q: 3 clusters Score -337590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -337592.468750 Penalty: 3905.681885
	Iteration 22Q: 3 clusters Score -337592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -337594.062500 Penalty: 3905.681885
	Iteration 23Q: 3 clusters Score -337594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -337594.312500 Penalty: 3905.681885
	Iteration 24Q: 3 clusters Score -337594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -337594.718750 Penalty: 3905.681885
	Iteration 25Q: 3 clusters Score -337594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -337594.718750 Penalty: 3905.681885
	Iteration 26F: 3 clusters Score -337594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -1283452.375000 Penalty: 2239.800293
	Iteration 0F: 2 clusters Score -1283452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1276839.375000 Penalty: 4479.600586
	Iteration 0F: 3 clusters Score -1276839 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1278650.375000 Penalty: 4479.600586
	Iteration 1F: 3 clusters Score -1278650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1278880.875000 Penalty: 4479.600586
	Iteration 2F: 3 clusters Score -1278881 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1279033.375000 Penalty: 4479.600586
	Iteration 3Q: 3 clusters Score -1279033 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1279137.375000 Penalty: 4479.600586
	Iteration 4Q: 3 clusters Score -1279137 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1279213.250000 Penalty: 4479.600586
	Iteration 5Q: 3 clusters Score -1279213 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1279274.875000 Penalty: 4479.600586
	Iteration 6Q: 3 clusters Score -1279275 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1279321.375000 Penalty: 4479.600586
	Iteration 7Q: 3 clusters Score -1279321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1279366.250000 Penalty: 4479.600586
	Iteration 8Q: 3 clusters Score -1279366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1279410.625000 Penalty: 4479.600586
	Iteration 9Q: 3 clusters Score -1279411 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1279448.625000 Penalty: 4479.600586
	Iteration 10Q: 3 clusters Score -1279449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1279474.250000 Penalty: 4479.600586
	Iteration 11Q: 3 clusters Score -1279474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1279508.375000 Penalty: 4479.600586
	Iteration 12Q: 3 clusters Score -1279508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1279541.000000 Penalty: 4479.600586
	Iteration 13Q: 3 clusters Score -1279541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1279573.375000 Penalty: 4479.600586
	Iteration 14Q: 3 clusters Score -1279573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1279612.875000 Penalty: 4479.600586
	Iteration 15Q: 3 clusters Score -1279613 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1279659.000000 Penalty: 4479.600586
	Iteration 16Q: 3 clusters Score -1279659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1279712.875000 Penalty: 4479.600586
	Iteration 17Q: 3 clusters Score -1279713 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1279774.250000 Penalty: 4479.600586
	Iteration 18Q: 3 clusters Score -1279774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1279840.625000 Penalty: 4479.600586
	Iteration 19Q: 3 clusters Score -1279841 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1279909.250000 Penalty: 4479.600586
	Iteration 20F: 3 clusters Score -1279909 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1279980.125000 Penalty: 4479.600586
	Iteration 21Q: 3 clusters Score -1279980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1280068.250000 Penalty: 4479.600586
	Iteration 22Q: 3 clusters Score -1280068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1280152.750000 Penalty: 4479.600586
	Iteration 23Q: 3 clusters Score -1280153 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1280262.000000 Penalty: 4479.600586
	Iteration 24Q: 3 clusters Score -1280262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1280382.375000 Penalty: 4479.600586
	Iteration 25Q: 3 clusters Score -1280382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1280502.875000 Penalty: 4479.600586
	Iteration 26Q: 3 clusters Score -1280503 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1280629.500000 Penalty: 4479.600586
	Iteration 27Q: 3 clusters Score -1280630 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1280755.500000 Penalty: 4479.600586
	Iteration 28Q: 3 clusters Score -1280756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1280856.500000 Penalty: 4479.600586
	Iteration 29Q: 3 clusters Score -1280856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1280962.875000 Penalty: 4479.600586
	Iteration 30Q: 3 clusters Score -1280963 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1281037.375000 Penalty: 4479.600586
	Iteration 31Q: 3 clusters Score -1281037 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1281098.125000 Penalty: 4479.600586
	Iteration 32Q: 3 clusters Score -1281098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1281150.500000 Penalty: 4479.600586
	Iteration 33Q: 3 clusters Score -1281150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1281185.500000 Penalty: 4479.600586
	Iteration 34Q: 3 clusters Score -1281186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1281216.375000 Penalty: 4479.600586
	Iteration 35Q: 3 clusters Score -1281216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1281248.375000 Penalty: 4479.600586
	Iteration 36Q: 3 clusters Score -1281248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1281270.500000 Penalty: 4479.600586
	Iteration 37Q: 3 clusters Score -1281270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1281294.875000 Penalty: 4479.600586
	Iteration 38Q: 3 clusters Score -1281295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1281321.375000 Penalty: 4479.600586
	Iteration 39Q: 3 clusters Score -1281321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1281351.875000 Penalty: 4479.600586
	Iteration 40F: 3 clusters Score -1281352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1281377.125000 Penalty: 4479.600586
	Iteration 41Q: 3 clusters Score -1281377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1281396.000000 Penalty: 4479.600586
	Iteration 42Q: 3 clusters Score -1281396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1281415.750000 Penalty: 4479.600586
	Iteration 43Q: 3 clusters Score -1281416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1281436.875000 Penalty: 4479.600586
	Iteration 44Q: 3 clusters Score -1281437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1281457.875000 Penalty: 4479.600586
	Iteration 45Q: 3 clusters Score -1281458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1281478.500000 Penalty: 4479.600586
	Iteration 46Q: 3 clusters Score -1281478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1281496.000000 Penalty: 4479.600586
	Iteration 47Q: 3 clusters Score -1281496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1281507.250000 Penalty: 4479.600586
	Iteration 48Q: 3 clusters Score -1281507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1281515.875000 Penalty: 4479.600586
	Iteration 49Q: 3 clusters Score -1281516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1281523.500000 Penalty: 4479.600586
	Iteration 50Q: 3 clusters Score -1281524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1281533.000000 Penalty: 4479.600586
	Iteration 51Q: 3 clusters Score -1281533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1281533.625000 Penalty: 4479.600586
	Iteration 52Q: 3 clusters Score -1281534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1281540.125000 Penalty: 4479.600586
	Iteration 53Q: 3 clusters Score -1281540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1281540.750000 Penalty: 4479.600586
	Iteration 54Q: 3 clusters Score -1281541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1281542.125000 Penalty: 4479.600586
	Iteration 55Q: 3 clusters Score -1281542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1281546.125000 Penalty: 4479.600586
	Iteration 56Q: 3 clusters Score -1281546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1281545.250000 Penalty: 4479.600586
	Iteration 57Q: 3 clusters Score -1281545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1281547.250000 Penalty: 4479.600586
	Iteration 58Q: 3 clusters Score -1281547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1281547.250000 Penalty: 4479.600586
	Iteration 59F: 3 clusters Score -1281547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Entering Unmasked Estep 
Score: -8803652.000000 Penalty: 2713.628174
	Iteration 0F: 2 clusters Score -8803652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8765625.000000 Penalty: 5427.256348
	Iteration 0F: 3 clusters Score -8765625 nChanged 26236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8780177.000000 Penalty: 5427.256348
	Iteration 1F: 3 clusters Score -8780177 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8780628.000000 Penalty: 5427.256348
	Iteration 2Q: 3 clusters Score -8780628 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8781104.000000 Penalty: 5427.256348
	Iteration 3Q: 3 clusters Score -8781104 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -8781538.000000 Penalty: 5427.256348
	Iteration 4Q: 3 clusters Score -8781538 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -8782119.000000 Penalty: 5427.256348
	Iteration 5Q: 3 clusters Score -8782119 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -8782850.000000 Penalty: 5427.256348
	Iteration 6Q: 3 clusters Score -8782850 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -8784132.000000 Penalty: 5427.256348
	Iteration 7Q: 3 clusters Score -8784132 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -8786247.000000 Penalty: 5427.256348
	Iteration 8F: 3 clusters Score -8786247 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8789412.000000 Penalty: 5427.256348
	Iteration 9F: 3 clusters Score -8789412 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -8793502.000000 Penalty: 5427.256348
	Iteration 10F: 3 clusters Score -8793502 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -8797190.000000 Penalty: 5427.256348
	Iteration 11F: 3 clusters Score -8797190 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8799540.000000 Penalty: 5427.256348
	Iteration 12Q: 3 clusters Score -8799540 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -8800571.000000 Penalty: 5427.256348
	Iteration 13Q: 3 clusters Score -8800571 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -8800970.000000 Penalty: 5427.256348
	Iteration 14Q: 3 clusters Score -8800970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -8801089.000000 Penalty: 5427.256348
	Iteration 15Q: 3 clusters Score -8801089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -8801162.000000 Penalty: 5427.256348
	Iteration 16Q: 3 clusters Score -8801162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -8801197.000000 Penalty: 5427.256348
	Iteration 17Q: 3 clusters Score -8801197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -8801201.000000 Penalty: 5427.256348
	Iteration 18Q: 3 clusters Score -8801201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -8801206.000000 Penalty: 5427.256348
	Iteration 19Q: 3 clusters Score -8801206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -8801212.000000 Penalty: 5427.256348
	Iteration 20F: 3 clusters Score -8801212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -8801222.000000 Penalty: 5427.256348
	Iteration 21Q: 3 clusters Score -8801222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -8801226.000000 Penalty: 5427.256348
	Iteration 22Q: 3 clusters Score -8801226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -8801225.000000 Penalty: 5427.256348
	Iteration 23Q: 3 clusters Score -8801225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -8801231.000000 Penalty: 5427.256348
	Iteration 24Q: 3 clusters Score -8801231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -8801235.000000 Penalty: 5427.256348
	Iteration 25Q: 3 clusters Score -8801235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -8801235.000000 Penalty: 5427.256348
	Iteration 26F: 3 clusters Score -8801235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -425303.343750 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -425303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -422018.843750 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -422018.8 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -422742.656250 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -422742.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -423008.968750 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -423009 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -423196.375000 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -423196.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -423346.593750 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -423346.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -423458.843750 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -423458.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -423550.875000 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -423550.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423634.250000 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -423634.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -423697.218750 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -423697.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -423745.406250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -423745.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -423784.593750 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -423784.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -423812.312500 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -423812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -423829.593750 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -423829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423843.781250 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -423843.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -423859.406250 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -423859.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423870.656250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -423870.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -423882.062500 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -423882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -423890.437500 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -423890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -423896.875000 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -423896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -423904.656250 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -423904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -423913.406250 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -423913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -423919.312500 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -423919.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -423924.281250 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -423924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -423930.593750 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -423930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -423937.375000 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -423937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -423942.406250 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -423942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423946.531250 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -423946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -423952.875000 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -423952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -423955.906250 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -423955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -423958.250000 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -423958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -423958.625000 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -423958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -423959.562500 Penalty: 3984.533447
	Iteration 31Q: 3 clusters Score -423959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -423961.031250 Penalty: 3984.533447
	Iteration 32Q: 3 clusters Score -423961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -423961.281250 Penalty: 3984.533447
	Iteration 33Q: 3 clusters Score -423961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -423961.281250 Penalty: 3984.533447
	Iteration 34F: 3 clusters Score -423961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -42422.882812 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -42422.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41148.699219 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -41148.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41346.324219 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -41346.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41440.828125 Penalty: 2915.356934
	Iteration 2Q: 3 clusters Score -41440.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41542.578125 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -41542.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41666.675781 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -41666.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41724.824219 Penalty: 2915.356934
	Iteration 5Q: 3 clusters Score -41724.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41800.757812 Penalty: 2915.356934
	Iteration 6Q: 3 clusters Score -41800.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41857.183594 Penalty: 2915.356934
	Iteration 7Q: 3 clusters Score -41857.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41878.363281 Penalty: 2915.356934
	Iteration 8Q: 3 clusters Score -41878.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41892.226562 Penalty: 2915.356934
	Iteration 9Q: 3 clusters Score -41892.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41909.429688 Penalty: 2915.356934
	Iteration 10Q: 3 clusters Score -41909.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41940.535156 Penalty: 2915.356934
	Iteration 11Q: 3 clusters Score -41940.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41969.468750 Penalty: 2915.356934
	Iteration 12Q: 3 clusters Score -41969.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42010.367188 Penalty: 2915.356934
	Iteration 13Q: 3 clusters Score -42010.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42084.539062 Penalty: 2915.356934
	Iteration 14Q: 3 clusters Score -42084.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42157.101562 Penalty: 2915.356934
	Iteration 15Q: 3 clusters Score -42157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42203.437500 Penalty: 2915.356934
	Iteration 16Q: 3 clusters Score -42203.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42297.421875 Penalty: 2915.356934
	Iteration 17Q: 3 clusters Score -42297.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42339.707031 Penalty: 2915.356934
	Iteration 18Q: 3 clusters Score -42339.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42387.921875 Penalty: 2915.356934
	Iteration 19Q: 3 clusters Score -42387.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42433.226562 Penalty: 2915.356934
	Iteration 20F: 3 clusters Score -42433.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42475.683594 Penalty: 2915.356934
	Iteration 21Q: 3 clusters Score -42475.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42496.335938 Penalty: 2915.356934
	Iteration 22Q: 3 clusters Score -42496.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42514.914062 Penalty: 2915.356934
	Iteration 23Q: 3 clusters Score -42514.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42563.191406 Penalty: 2915.356934
	Iteration 24Q: 3 clusters Score -42563.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42574.644531 Penalty: 2915.356934
	Iteration 25Q: 3 clusters Score -42574.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42574.644531 Penalty: 2915.356934
	Iteration 26F: 3 clusters Score -42574.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 37444 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33674 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 22579 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 56503 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 104432 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 4043 members 
Mstep: Class 17 contains 87548 members 
Mstep: Class 18 contains 99449 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 48153 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81123 members 
Mstep: Class 23 contains 13954 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47013 members 
Mstep: Class 26 contains 61745 members 
Mstep: Class 27 contains 103819 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 144 members 
Entering Unmasked Estep 
Score: -137783312.000000 Penalty: 98730.570312
Splitting cluster 13 changes total score from -137784944.000000 to -137783312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (104432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Entering Unmasked Estep 
Score: -16060688.000000 Penalty: 2865.960205
	Iteration 0F: 2 clusters Score -1.606069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -15991563.000000 Penalty: 5731.920410
	Iteration 0F: 3 clusters Score -1.599156e+07 nChanged 49482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -16019567.000000 Penalty: 5731.920410
	Iteration 1F: 3 clusters Score -1.601957e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -16020233.000000 Penalty: 5731.920410
	Iteration 2Q: 3 clusters Score -1.602023e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -16021009.000000 Penalty: 5731.920410
	Iteration 3Q: 3 clusters Score -1.602101e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -16022061.000000 Penalty: 5731.920410
	Iteration 4Q: 3 clusters Score -1.602206e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -16023839.000000 Penalty: 5731.920410
	Iteration 5Q: 3 clusters Score -1.602384e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -16026590.000000 Penalty: 5731.920410
	Iteration 6Q: 3 clusters Score -1.602659e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -16030524.000000 Penalty: 5731.920410
	Iteration 7F: 3 clusters Score -1.603052e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -16035406.000000 Penalty: 5731.920410
	Iteration 8F: 3 clusters Score -1.603541e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -16040928.000000 Penalty: 5731.920410
	Iteration 9F: 3 clusters Score -1.604093e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -16045463.000000 Penalty: 5731.920410
	Iteration 10F: 3 clusters Score -1.604546e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -16048246.000000 Penalty: 5731.920410
	Iteration 11Q: 3 clusters Score -1.604825e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -16049714.000000 Penalty: 5731.920410
	Iteration 12Q: 3 clusters Score -1.604971e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -16050728.000000 Penalty: 5731.920410
	Iteration 13Q: 3 clusters Score -1.605073e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -16051637.000000 Penalty: 5731.920410
	Iteration 14Q: 3 clusters Score -1.605164e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -16052696.000000 Penalty: 5731.920410
	Iteration 15Q: 3 clusters Score -1.60527e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -16053683.000000 Penalty: 5731.920410
	Iteration 16Q: 3 clusters Score -1.605368e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -16054565.000000 Penalty: 5731.920410
	Iteration 17Q: 3 clusters Score -1.605456e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -16055226.000000 Penalty: 5731.920410
	Iteration 18Q: 3 clusters Score -1.605523e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -16055688.000000 Penalty: 5731.920410
	Iteration 19Q: 3 clusters Score -1.605569e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -16056132.000000 Penalty: 5731.920410
	Iteration 20F: 3 clusters Score -1.605613e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -16056538.000000 Penalty: 5731.920410
	Iteration 21Q: 3 clusters Score -1.605654e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -16056822.000000 Penalty: 5731.920410
	Iteration 22Q: 3 clusters Score -1.605682e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -16057142.000000 Penalty: 5731.920410
	Iteration 23Q: 3 clusters Score -1.605714e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -16057396.000000 Penalty: 5731.920410
	Iteration 24Q: 3 clusters Score -1.60574e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -16057560.000000 Penalty: 5731.920410
	Iteration 25Q: 3 clusters Score -1.605756e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -16057744.000000 Penalty: 5731.920410
	Iteration 26Q: 3 clusters Score -1.605774e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -16057906.000000 Penalty: 5731.920410
	Iteration 27Q: 3 clusters Score -1.605791e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -16058060.000000 Penalty: 5731.920410
	Iteration 28Q: 3 clusters Score -1.605806e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -16058149.000000 Penalty: 5731.920410
	Iteration 29Q: 3 clusters Score -1.605815e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -16058301.000000 Penalty: 5731.920410
	Iteration 30Q: 3 clusters Score -1.60583e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -16058411.000000 Penalty: 5731.920410
	Iteration 31Q: 3 clusters Score -1.605841e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -16058509.000000 Penalty: 5731.920410
	Iteration 32Q: 3 clusters Score -1.605851e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -16058664.000000 Penalty: 5731.920410
	Iteration 33Q: 3 clusters Score -1.605866e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -16058748.000000 Penalty: 5731.920410
	Iteration 34Q: 3 clusters Score -1.605875e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -16058857.000000 Penalty: 5731.920410
	Iteration 35Q: 3 clusters Score -1.605886e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -16058904.000000 Penalty: 5731.920410
	Iteration 36Q: 3 clusters Score -1.60589e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -16058934.000000 Penalty: 5731.920410
	Iteration 37Q: 3 clusters Score -1.605893e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -16058947.000000 Penalty: 5731.920410
	Iteration 38Q: 3 clusters Score -1.605895e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -16059023.000000 Penalty: 5731.920410
	Iteration 39Q: 3 clusters Score -1.605902e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -16059141.000000 Penalty: 5731.920410
	Iteration 40F: 3 clusters Score -1.605914e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -16059164.000000 Penalty: 5731.920410
	Iteration 41Q: 3 clusters Score -1.605916e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -16059189.000000 Penalty: 5731.920410
	Iteration 42Q: 3 clusters Score -1.605919e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -16059259.000000 Penalty: 5731.920410
	Iteration 43Q: 3 clusters Score -1.605926e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -16059290.000000 Penalty: 5731.920410
	Iteration 44Q: 3 clusters Score -1.605929e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -16059317.000000 Penalty: 5731.920410
	Iteration 45Q: 3 clusters Score -1.605932e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -16059382.000000 Penalty: 5731.920410
	Iteration 46Q: 3 clusters Score -1.605938e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -16059363.000000 Penalty: 5731.920410
	Iteration 47Q: 3 clusters Score -1.605936e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -16059359.000000 Penalty: 5731.920410
	Iteration 48Q: 3 clusters Score -1.605936e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -16059452.000000 Penalty: 5731.920410
	Iteration 49Q: 3 clusters Score -1.605945e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -16059510.000000 Penalty: 5731.920410
	Iteration 50Q: 3 clusters Score -1.605951e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -16059514.000000 Penalty: 5731.920410
	Iteration 51Q: 3 clusters Score -1.605951e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -16059538.000000 Penalty: 5731.920410
	Iteration 52Q: 3 clusters Score -1.605954e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -16059524.000000 Penalty: 5731.920410
	Iteration 53Q: 3 clusters Score -1.605952e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -16059523.000000 Penalty: 5731.920410
	Iteration 54Q: 3 clusters Score -1.605952e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -16059518.000000 Penalty: 5731.920410
	Iteration 55Q: 3 clusters Score -1.605952e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -16059499.000000 Penalty: 5731.920410
	Iteration 56Q: 3 clusters Score -1.60595e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -16059479.000000 Penalty: 5731.920410
	Iteration 57Q: 3 clusters Score -1.605948e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -16059482.000000 Penalty: 5731.920410
	Iteration 58Q: 3 clusters Score -1.605948e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -16059454.000000 Penalty: 5731.920410
	Iteration 59Q: 3 clusters Score -1.605945e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -16059427.000000 Penalty: 5731.920410
	Iteration 60F: 3 clusters Score -1.605943e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -16059433.000000 Penalty: 5731.920410
	Iteration 61Q: 3 clusters Score -1.605943e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -16059403.000000 Penalty: 5731.920410
	Iteration 62Q: 3 clusters Score -1.60594e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -16059426.000000 Penalty: 5731.920410
	Iteration 63Q: 3 clusters Score -1.605943e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -16059428.000000 Penalty: 5731.920410
	Iteration 64Q: 3 clusters Score -1.605943e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -16059460.000000 Penalty: 5731.920410
	Iteration 65Q: 3 clusters Score -1.605946e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -16059480.000000 Penalty: 5731.920410
	Iteration 66Q: 3 clusters Score -1.605948e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -16059504.000000 Penalty: 5731.920410
	Iteration 67Q: 3 clusters Score -1.60595e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -16059513.000000 Penalty: 5731.920410
	Iteration 68Q: 3 clusters Score -1.605951e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -16059512.000000 Penalty: 5731.920410
	Iteration 69Q: 3 clusters Score -1.605951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -16059502.000000 Penalty: 5731.920410
	Iteration 70Q: 3 clusters Score -1.60595e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -16059513.000000 Penalty: 5731.920410
	Iteration 71Q: 3 clusters Score -1.605951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -16059505.000000 Penalty: 5731.920410
	Iteration 72Q: 3 clusters Score -1.60595e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -16059486.000000 Penalty: 5731.920410
	Iteration 73Q: 3 clusters Score -1.605949e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -16059468.000000 Penalty: 5731.920410
	Iteration 74Q: 3 clusters Score -1.605947e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -16059456.000000 Penalty: 5731.920410
	Iteration 75Q: 3 clusters Score -1.605946e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -16059440.000000 Penalty: 5731.920410
	Iteration 76Q: 3 clusters Score -1.605944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -16059476.000000 Penalty: 5731.920410
	Iteration 77Q: 3 clusters Score -1.605948e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -16059480.000000 Penalty: 5731.920410
	Iteration 78Q: 3 clusters Score -1.605948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -16059475.000000 Penalty: 5731.920410
	Iteration 79Q: 3 clusters Score -1.605948e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -16059465.000000 Penalty: 5731.920410
	Iteration 80F: 3 clusters Score -1.605946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -16059465.000000 Penalty: 5731.920410
	Iteration 81Q: 3 clusters Score -1.605946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -16059451.000000 Penalty: 5731.920410
	Iteration 82Q: 3 clusters Score -1.605945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -16059440.000000 Penalty: 5731.920410
	Iteration 83Q: 3 clusters Score -1.605944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -16059456.000000 Penalty: 5731.920410
	Iteration 84Q: 3 clusters Score -1.605946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -16059451.000000 Penalty: 5731.920410
	Iteration 85Q: 3 clusters Score -1.605945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -16059458.000000 Penalty: 5731.920410
	Iteration 86Q: 3 clusters Score -1.605946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -16059451.000000 Penalty: 5731.920410
	Iteration 87Q: 3 clusters Score -1.605945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -16059433.000000 Penalty: 5731.920410
	Iteration 88Q: 3 clusters Score -1.605943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -16059429.000000 Penalty: 5731.920410
	Iteration 89Q: 3 clusters Score -1.605943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -16059417.000000 Penalty: 5731.920410
	Iteration 90Q: 3 clusters Score -1.605942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -16059424.000000 Penalty: 5731.920410
	Iteration 91Q: 3 clusters Score -1.605942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -16059427.000000 Penalty: 5731.920410
	Iteration 92Q: 3 clusters Score -1.605943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -16059432.000000 Penalty: 5731.920410
	Iteration 93Q: 3 clusters Score -1.605943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -16059445.000000 Penalty: 5731.920410
	Iteration 94Q: 3 clusters Score -1.605944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -16059438.000000 Penalty: 5731.920410
	Iteration 95Q: 3 clusters Score -1.605944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -16059440.000000 Penalty: 5731.920410
	Iteration 96Q: 3 clusters Score -1.605944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -16059433.000000 Penalty: 5731.920410
	Iteration 97Q: 3 clusters Score -1.605943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -16059404.000000 Penalty: 5731.920410
	Iteration 98Q: 3 clusters Score -1.60594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99954 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -16059425.000000 Penalty: 5731.920410
	Iteration 99Q: 3 clusters Score -1.605942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -16059423.000000 Penalty: 5731.920410
	Iteration 100F: 3 clusters Score -1.605942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16059432.000000 Penalty: 5731.920410
	Iteration 101Q: 3 clusters Score -1.605943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -16059438.000000 Penalty: 5731.920410
	Iteration 102Q: 3 clusters Score -1.605944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -16059441.000000 Penalty: 5731.920410
	Iteration 103Q: 3 clusters Score -1.605944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16059422.000000 Penalty: 5731.920410
	Iteration 104Q: 3 clusters Score -1.605942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -16059423.000000 Penalty: 5731.920410
	Iteration 105Q: 3 clusters Score -1.605942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -16059411.000000 Penalty: 5731.920410
	Iteration 106Q: 3 clusters Score -1.605941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -16059417.000000 Penalty: 5731.920410
	Iteration 107Q: 3 clusters Score -1.605942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -16059441.000000 Penalty: 5731.920410
	Iteration 108Q: 3 clusters Score -1.605944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -16059442.000000 Penalty: 5731.920410
	Iteration 109Q: 3 clusters Score -1.605944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -16059420.000000 Penalty: 5731.920410
	Iteration 110Q: 3 clusters Score -1.605942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -16059420.000000 Penalty: 5731.920410
	Iteration 111Q: 3 clusters Score -1.605942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -16059428.000000 Penalty: 5731.920410
	Iteration 112Q: 3 clusters Score -1.605943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -16059419.000000 Penalty: 5731.920410
	Iteration 113Q: 3 clusters Score -1.605942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -16059431.000000 Penalty: 5731.920410
	Iteration 114Q: 3 clusters Score -1.605943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16059434.000000 Penalty: 5731.920410
	Iteration 115Q: 3 clusters Score -1.605943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -16059429.000000 Penalty: 5731.920410
	Iteration 116Q: 3 clusters Score -1.605943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -16059431.000000 Penalty: 5731.920410
	Iteration 117Q: 3 clusters Score -1.605943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -16059433.000000 Penalty: 5731.920410
	Iteration 118Q: 3 clusters Score -1.605943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -16059428.000000 Penalty: 5731.920410
	Iteration 119Q: 3 clusters Score -1.605943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -16059438.000000 Penalty: 5731.920410
	Iteration 120F: 3 clusters Score -1.605944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -16059433.000000 Penalty: 5731.920410
	Iteration 121Q: 3 clusters Score -1.605943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -16059445.000000 Penalty: 5731.920410
	Iteration 122Q: 3 clusters Score -1.605944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -16059435.000000 Penalty: 5731.920410
	Iteration 123Q: 3 clusters Score -1.605944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -16059435.000000 Penalty: 5731.920410
	Iteration 124F: 3 clusters Score -1.605944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -316115.531250 Penalty: 1891.026611
	Iteration 0F: 2 clusters Score -316115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -313450.375000 Penalty: 3782.053223
	Iteration 0F: 3 clusters Score -313450.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -313920.250000 Penalty: 3782.053223
	Iteration 1F: 3 clusters Score -313920.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -314063.750000 Penalty: 3782.053223
	Iteration 2F: 3 clusters Score -314063.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314145.968750 Penalty: 3782.053223
	Iteration 3Q: 3 clusters Score -314146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -314197.062500 Penalty: 3782.053223
	Iteration 4Q: 3 clusters Score -314197.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -314233.343750 Penalty: 3782.053223
	Iteration 5Q: 3 clusters Score -314233.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -314259.093750 Penalty: 3782.053223
	Iteration 6Q: 3 clusters Score -314259.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -314277.281250 Penalty: 3782.053223
	Iteration 7Q: 3 clusters Score -314277.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -314289.031250 Penalty: 3782.053223
	Iteration 8Q: 3 clusters Score -314289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -314300.031250 Penalty: 3782.053223
	Iteration 9Q: 3 clusters Score -314300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -314306.156250 Penalty: 3782.053223
	Iteration 10Q: 3 clusters Score -314306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -314309.843750 Penalty: 3782.053223
	Iteration 11Q: 3 clusters Score -314309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314313.312500 Penalty: 3782.053223
	Iteration 12Q: 3 clusters Score -314313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -314316.625000 Penalty: 3782.053223
	Iteration 13Q: 3 clusters Score -314316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -314321.375000 Penalty: 3782.053223
	Iteration 14Q: 3 clusters Score -314321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -314324.437500 Penalty: 3782.053223
	Iteration 15Q: 3 clusters Score -314324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -314326.968750 Penalty: 3782.053223
	Iteration 16Q: 3 clusters Score -314327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -314329.156250 Penalty: 3782.053223
	Iteration 17Q: 3 clusters Score -314329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314331.625000 Penalty: 3782.053223
	Iteration 18Q: 3 clusters Score -314331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314334.187500 Penalty: 3782.053223
	Iteration 19Q: 3 clusters Score -314334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -314335.656250 Penalty: 3782.053223
	Iteration 20F: 3 clusters Score -314335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -594876.062500 Penalty: 2059.575928
	Iteration 0F: 2 clusters Score -594876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -590955.687500 Penalty: 4119.151855
	Iteration 0F: 3 clusters Score -590955.7 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -591839.437500 Penalty: 4119.151855
	Iteration 1F: 3 clusters Score -591839.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -592050.562500 Penalty: 4119.151855
	Iteration 2F: 3 clusters Score -592050.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -592202.687500 Penalty: 4119.151855
	Iteration 3F: 3 clusters Score -592202.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -592299.312500 Penalty: 4119.151855
	Iteration 4Q: 3 clusters Score -592299.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -592389.125000 Penalty: 4119.151855
	Iteration 5Q: 3 clusters Score -592389.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -592492.750000 Penalty: 4119.151855
	Iteration 6Q: 3 clusters Score -592492.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -592591.062500 Penalty: 4119.151855
	Iteration 7Q: 3 clusters Score -592591.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -592667.937500 Penalty: 4119.151855
	Iteration 8Q: 3 clusters Score -592667.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -592746.125000 Penalty: 4119.151855
	Iteration 9Q: 3 clusters Score -592746.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -592821.125000 Penalty: 4119.151855
	Iteration 10Q: 3 clusters Score -592821.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -592896.875000 Penalty: 4119.151855
	Iteration 11Q: 3 clusters Score -592896.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -592964.812500 Penalty: 4119.151855
	Iteration 12Q: 3 clusters Score -592964.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -593041.062500 Penalty: 4119.151855
	Iteration 13Q: 3 clusters Score -593041.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -593111.187500 Penalty: 4119.151855
	Iteration 14Q: 3 clusters Score -593111.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -593171.187500 Penalty: 4119.151855
	Iteration 15Q: 3 clusters Score -593171.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -593212.500000 Penalty: 4119.151855
	Iteration 16Q: 3 clusters Score -593212.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -593249.937500 Penalty: 4119.151855
	Iteration 17Q: 3 clusters Score -593249.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -593278.375000 Penalty: 4119.151855
	Iteration 18Q: 3 clusters Score -593278.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -593307.500000 Penalty: 4119.151855
	Iteration 19Q: 3 clusters Score -593307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -593334.375000 Penalty: 4119.151855
	Iteration 20F: 3 clusters Score -593334.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -593356.500000 Penalty: 4119.151855
	Iteration 21Q: 3 clusters Score -593356.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -593368.875000 Penalty: 4119.151855
	Iteration 22Q: 3 clusters Score -593368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -593379.625000 Penalty: 4119.151855
	Iteration 23Q: 3 clusters Score -593379.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -593392.437500 Penalty: 4119.151855
	Iteration 24Q: 3 clusters Score -593392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -593397.687500 Penalty: 4119.151855
	Iteration 25Q: 3 clusters Score -593397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -593400.937500 Penalty: 4119.151855
	Iteration 26Q: 3 clusters Score -593400.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -593405.812500 Penalty: 4119.151855
	Iteration 27Q: 3 clusters Score -593405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -593414.312500 Penalty: 4119.151855
	Iteration 28Q: 3 clusters Score -593414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -593420.562500 Penalty: 4119.151855
	Iteration 29Q: 3 clusters Score -593420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -593429.562500 Penalty: 4119.151855
	Iteration 30Q: 3 clusters Score -593429.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -593437.687500 Penalty: 4119.151855
	Iteration 31Q: 3 clusters Score -593437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -593444.187500 Penalty: 4119.151855
	Iteration 32Q: 3 clusters Score -593444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -593450.000000 Penalty: 4119.151855
	Iteration 33Q: 3 clusters Score -593450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -593452.000000 Penalty: 4119.151855
	Iteration 34Q: 3 clusters Score -593452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -593453.437500 Penalty: 4119.151855
	Iteration 35Q: 3 clusters Score -593453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -593453.875000 Penalty: 4119.151855
	Iteration 36Q: 3 clusters Score -593453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -593453.875000 Penalty: 4119.151855
	Iteration 37Q: 3 clusters Score -593453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -593454.687500 Penalty: 4119.151855
	Iteration 38Q: 3 clusters Score -593454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -593455.437500 Penalty: 4119.151855
	Iteration 39Q: 3 clusters Score -593455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -593455.437500 Penalty: 4119.151855
	Iteration 40F: 3 clusters Score -593455.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Entering Unmasked Estep 
Score: -13545145.000000 Penalty: 2822.225830
	Iteration 0F: 2 clusters Score -1.354514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -13487338.000000 Penalty: 5644.451660
	Iteration 0F: 3 clusters Score -1.348734e+07 nChanged 41221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -13510739.000000 Penalty: 5644.451660
	Iteration 1F: 3 clusters Score -1.351074e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -13511532.000000 Penalty: 5644.451660
	Iteration 2Q: 3 clusters Score -1.351153e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -13512593.000000 Penalty: 5644.451660
	Iteration 3Q: 3 clusters Score -1.351259e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -13514476.000000 Penalty: 5644.451660
	Iteration 4Q: 3 clusters Score -1.351448e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -13517166.000000 Penalty: 5644.451660
	Iteration 5F: 3 clusters Score -1.351717e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -13521603.000000 Penalty: 5644.451660
	Iteration 6F: 3 clusters Score -1.35216e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -13527467.000000 Penalty: 5644.451660
	Iteration 7F: 3 clusters Score -1.352747e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -13533842.000000 Penalty: 5644.451660
	Iteration 8F: 3 clusters Score -1.353384e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13538630.000000 Penalty: 5644.451660
	Iteration 9F: 3 clusters Score -1.353863e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13541042.000000 Penalty: 5644.451660
	Iteration 10Q: 3 clusters Score -1.354104e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13542024.000000 Penalty: 5644.451660
	Iteration 11Q: 3 clusters Score -1.354202e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13542403.000000 Penalty: 5644.451660
	Iteration 12Q: 3 clusters Score -1.35424e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13542509.000000 Penalty: 5644.451660
	Iteration 13Q: 3 clusters Score -1.354251e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13542577.000000 Penalty: 5644.451660
	Iteration 14Q: 3 clusters Score -1.354258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13542607.000000 Penalty: 5644.451660
	Iteration 15Q: 3 clusters Score -1.354261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13542633.000000 Penalty: 5644.451660
	Iteration 16Q: 3 clusters Score -1.354263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13542642.000000 Penalty: 5644.451660
	Iteration 17Q: 3 clusters Score -1.354264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13542649.000000 Penalty: 5644.451660
	Iteration 18Q: 3 clusters Score -1.354265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13542663.000000 Penalty: 5644.451660
	Iteration 19Q: 3 clusters Score -1.354266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13542657.000000 Penalty: 5644.451660
	Iteration 20F: 3 clusters Score -1.354266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13542655.000000 Penalty: 5644.451660
	Iteration 21Q: 3 clusters Score -1.354266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13542668.000000 Penalty: 5644.451660
	Iteration 22Q: 3 clusters Score -1.354267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13542668.000000 Penalty: 5644.451660
	Iteration 23F: 3 clusters Score -1.354267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Entering Unmasked Estep 
Score: -15289258.000000 Penalty: 2853.835449
	Iteration 0F: 2 clusters Score -1.528926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -15225053.000000 Penalty: 5707.670898
	Iteration 0F: 3 clusters Score -1.522505e+07 nChanged 47299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -15252332.000000 Penalty: 5707.670898
	Iteration 1F: 3 clusters Score -1.525233e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -15253317.000000 Penalty: 5707.670898
	Iteration 2Q: 3 clusters Score -1.525332e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -15254475.000000 Penalty: 5707.670898
	Iteration 3Q: 3 clusters Score -1.525448e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -15256294.000000 Penalty: 5707.670898
	Iteration 4Q: 3 clusters Score -1.525629e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -15259087.000000 Penalty: 5707.670898
	Iteration 5F: 3 clusters Score -1.525909e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -15263434.000000 Penalty: 5707.670898
	Iteration 6F: 3 clusters Score -1.526343e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -15269239.000000 Penalty: 5707.670898
	Iteration 7F: 3 clusters Score -1.526924e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -15275546.000000 Penalty: 5707.670898
	Iteration 8F: 3 clusters Score -1.527555e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -15280828.000000 Penalty: 5707.670898
	Iteration 9F: 3 clusters Score -1.528083e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -15284104.000000 Penalty: 5707.670898
	Iteration 10Q: 3 clusters Score -1.52841e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -15285578.000000 Penalty: 5707.670898
	Iteration 11Q: 3 clusters Score -1.528558e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15286176.000000 Penalty: 5707.670898
	Iteration 12Q: 3 clusters Score -1.528618e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15286455.000000 Penalty: 5707.670898
	Iteration 13Q: 3 clusters Score -1.528646e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15286604.000000 Penalty: 5707.670898
	Iteration 14Q: 3 clusters Score -1.52866e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15286692.000000 Penalty: 5707.670898
	Iteration 15Q: 3 clusters Score -1.528669e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15286771.000000 Penalty: 5707.670898
	Iteration 16Q: 3 clusters Score -1.528677e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15286822.000000 Penalty: 5707.670898
	Iteration 17Q: 3 clusters Score -1.528682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15286843.000000 Penalty: 5707.670898
	Iteration 18Q: 3 clusters Score -1.528684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15286878.000000 Penalty: 5707.670898
	Iteration 19Q: 3 clusters Score -1.528688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15286897.000000 Penalty: 5707.670898
	Iteration 20F: 3 clusters Score -1.52869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15286897.000000 Penalty: 5707.670898
	Iteration 21Q: 3 clusters Score -1.52869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15286907.000000 Penalty: 5707.670898
	Iteration 22Q: 3 clusters Score -1.528691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15286921.000000 Penalty: 5707.670898
	Iteration 23Q: 3 clusters Score -1.528692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15286938.000000 Penalty: 5707.670898
	Iteration 24Q: 3 clusters Score -1.528694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15286949.000000 Penalty: 5707.670898
	Iteration 25Q: 3 clusters Score -1.528695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15286963.000000 Penalty: 5707.670898
	Iteration 26Q: 3 clusters Score -1.528696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15286960.000000 Penalty: 5707.670898
	Iteration 27Q: 3 clusters Score -1.528696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15286970.000000 Penalty: 5707.670898
	Iteration 28Q: 3 clusters Score -1.528697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15286977.000000 Penalty: 5707.670898
	Iteration 29Q: 3 clusters Score -1.528698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15286989.000000 Penalty: 5707.670898
	Iteration 30Q: 3 clusters Score -1.528699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15286985.000000 Penalty: 5707.670898
	Iteration 31Q: 3 clusters Score -1.528698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15286986.000000 Penalty: 5707.670898
	Iteration 32Q: 3 clusters Score -1.528699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15286974.000000 Penalty: 5707.670898
	Iteration 33Q: 3 clusters Score -1.528697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15286992.000000 Penalty: 5707.670898
	Iteration 34Q: 3 clusters Score -1.528699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15286982.000000 Penalty: 5707.670898
	Iteration 35Q: 3 clusters Score -1.528698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15286990.000000 Penalty: 5707.670898
	Iteration 36Q: 3 clusters Score -1.528699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15286994.000000 Penalty: 5707.670898
	Iteration 37Q: 3 clusters Score -1.528699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15286994.000000 Penalty: 5707.670898
	Iteration 38F: 3 clusters Score -1.528699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -723405.500000 Penalty: 2092.123779
	Iteration 0F: 2 clusters Score -723405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -719109.750000 Penalty: 4184.247559
	Iteration 0F: 3 clusters Score -719109.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -720049.250000 Penalty: 4184.247559
	Iteration 1F: 3 clusters Score -720049.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -720228.562500 Penalty: 4184.247559
	Iteration 2F: 3 clusters Score -720228.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -720345.562500 Penalty: 4184.247559
	Iteration 3Q: 3 clusters Score -720345.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -720426.562500 Penalty: 4184.247559
	Iteration 4Q: 3 clusters Score -720426.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -720481.437500 Penalty: 4184.247559
	Iteration 5Q: 3 clusters Score -720481.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -720517.625000 Penalty: 4184.247559
	Iteration 6Q: 3 clusters Score -720517.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -720542.875000 Penalty: 4184.247559
	Iteration 7Q: 3 clusters Score -720542.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -720569.000000 Penalty: 4184.247559
	Iteration 8Q: 3 clusters Score -720569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -720587.937500 Penalty: 4184.247559
	Iteration 9Q: 3 clusters Score -720587.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -720606.875000 Penalty: 4184.247559
	Iteration 10Q: 3 clusters Score -720606.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -720624.125000 Penalty: 4184.247559
	Iteration 11Q: 3 clusters Score -720624.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -720634.375000 Penalty: 4184.247559
	Iteration 12Q: 3 clusters Score -720634.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -720643.625000 Penalty: 4184.247559
	Iteration 13Q: 3 clusters Score -720643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -720651.062500 Penalty: 4184.247559
	Iteration 14Q: 3 clusters Score -720651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -720656.875000 Penalty: 4184.247559
	Iteration 15Q: 3 clusters Score -720656.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -720661.437500 Penalty: 4184.247559
	Iteration 16Q: 3 clusters Score -720661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -720664.437500 Penalty: 4184.247559
	Iteration 17Q: 3 clusters Score -720664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -720668.812500 Penalty: 4184.247559
	Iteration 18Q: 3 clusters Score -720668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -720670.375000 Penalty: 4184.247559
	Iteration 19Q: 3 clusters Score -720670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -720672.125000 Penalty: 4184.247559
	Iteration 20F: 3 clusters Score -720672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -720673.000000 Penalty: 4184.247559
	Iteration 21Q: 3 clusters Score -720673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -720678.375000 Penalty: 4184.247559
	Iteration 22Q: 3 clusters Score -720678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -720681.562500 Penalty: 4184.247559
	Iteration 23Q: 3 clusters Score -720681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -720683.312500 Penalty: 4184.247559
	Iteration 24Q: 3 clusters Score -720683.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -720687.625000 Penalty: 4184.247559
	Iteration 25Q: 3 clusters Score -720687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -720690.437500 Penalty: 4184.247559
	Iteration 26Q: 3 clusters Score -720690.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -720693.437500 Penalty: 4184.247559
	Iteration 27Q: 3 clusters Score -720693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -720694.437500 Penalty: 4184.247559
	Iteration 28Q: 3 clusters Score -720694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -720696.687500 Penalty: 4184.247559
	Iteration 29Q: 3 clusters Score -720696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -720700.125000 Penalty: 4184.247559
	Iteration 30Q: 3 clusters Score -720700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -720701.250000 Penalty: 4184.247559
	Iteration 31Q: 3 clusters Score -720701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -720702.937500 Penalty: 4184.247559
	Iteration 32Q: 3 clusters Score -720702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -720704.625000 Penalty: 4184.247559
	Iteration 33Q: 3 clusters Score -720704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -720705.750000 Penalty: 4184.247559
	Iteration 34Q: 3 clusters Score -720705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -720707.812500 Penalty: 4184.247559
	Iteration 35Q: 3 clusters Score -720707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -720709.000000 Penalty: 4184.247559
	Iteration 36Q: 3 clusters Score -720709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -720709.000000 Penalty: 4184.247559
	Iteration 37F: 3 clusters Score -720709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Entering Unmasked Estep 
Score: -7210273.500000 Penalty: 2673.970459
	Iteration 0F: 2 clusters Score -7210274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -7177579.500000 Penalty: 5347.940918
	Iteration 0F: 3 clusters Score -7177580 nChanged 22326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -7190210.000000 Penalty: 5347.940918
	Iteration 1F: 3 clusters Score -7190210 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -7191048.500000 Penalty: 5347.940918
	Iteration 2Q: 3 clusters Score -7191048 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -7192299.000000 Penalty: 5347.940918
	Iteration 3F: 3 clusters Score -7192299 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -7194093.500000 Penalty: 5347.940918
	Iteration 4F: 3 clusters Score -7194094 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -7196353.500000 Penalty: 5347.940918
	Iteration 5F: 3 clusters Score -7196354 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -7198855.000000 Penalty: 5347.940918
	Iteration 6F: 3 clusters Score -7198855 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7201484.000000 Penalty: 5347.940918
	Iteration 7F: 3 clusters Score -7201484 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7204000.500000 Penalty: 5347.940918
	Iteration 8F: 3 clusters Score -7204000 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -7205908.000000 Penalty: 5347.940918
	Iteration 9Q: 3 clusters Score -7205908 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -7206907.500000 Penalty: 5347.940918
	Iteration 10Q: 3 clusters Score -7206908 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -7207466.000000 Penalty: 5347.940918
	Iteration 11Q: 3 clusters Score -7207466 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -7207830.500000 Penalty: 5347.940918
	Iteration 12Q: 3 clusters Score -7207830 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -7208102.000000 Penalty: 5347.940918
	Iteration 13Q: 3 clusters Score -7208102 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -7208305.500000 Penalty: 5347.940918
	Iteration 14Q: 3 clusters Score -7208306 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7208478.500000 Penalty: 5347.940918
	Iteration 15Q: 3 clusters Score -7208478 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -7208577.000000 Penalty: 5347.940918
	Iteration 16Q: 3 clusters Score -7208577 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7208688.000000 Penalty: 5347.940918
	Iteration 17Q: 3 clusters Score -7208688 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -7208765.500000 Penalty: 5347.940918
	Iteration 18Q: 3 clusters Score -7208766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -7208854.000000 Penalty: 5347.940918
	Iteration 19Q: 3 clusters Score -7208854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -7208903.000000 Penalty: 5347.940918
	Iteration 20F: 3 clusters Score -7208903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -7208934.000000 Penalty: 5347.940918
	Iteration 21Q: 3 clusters Score -7208934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -7208957.000000 Penalty: 5347.940918
	Iteration 22Q: 3 clusters Score -7208957 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -7208982.500000 Penalty: 5347.940918
	Iteration 23Q: 3 clusters Score -7208982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -7208998.000000 Penalty: 5347.940918
	Iteration 24Q: 3 clusters Score -7208998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -7209017.500000 Penalty: 5347.940918
	Iteration 25Q: 3 clusters Score -7209018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7209030.000000 Penalty: 5347.940918
	Iteration 26Q: 3 clusters Score -7209030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -7209037.500000 Penalty: 5347.940918
	Iteration 27Q: 3 clusters Score -7209038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -7209057.500000 Penalty: 5347.940918
	Iteration 28Q: 3 clusters Score -7209058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -7209066.000000 Penalty: 5347.940918
	Iteration 29Q: 3 clusters Score -7209066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -7209084.500000 Penalty: 5347.940918
	Iteration 30Q: 3 clusters Score -7209084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -7209115.000000 Penalty: 5347.940918
	Iteration 31Q: 3 clusters Score -7209115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7209112.000000 Penalty: 5347.940918
	Iteration 32Q: 3 clusters Score -7209112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -7209123.500000 Penalty: 5347.940918
	Iteration 33Q: 3 clusters Score -7209124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -7209120.500000 Penalty: 5347.940918
	Iteration 34Q: 3 clusters Score -7209120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -7209126.500000 Penalty: 5347.940918
	Iteration 35Q: 3 clusters Score -7209126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -7209119.000000 Penalty: 5347.940918
	Iteration 36Q: 3 clusters Score -7209119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7209120.500000 Penalty: 5347.940918
	Iteration 37Q: 3 clusters Score -7209120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -7209125.500000 Penalty: 5347.940918
	Iteration 38Q: 3 clusters Score -7209126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -7209122.000000 Penalty: 5347.940918
	Iteration 39Q: 3 clusters Score -7209122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -7209122.000000 Penalty: 5347.940918
	Iteration 40F: 3 clusters Score -7209122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -82934.531250 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -82934.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81410.117188 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -81410.12 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82111.515625 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -82111.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82426.242188 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -82426.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82642.929688 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -82642.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82814.296875 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -82814.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82956.257812 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -82956.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -83044.273438 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -83044.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83134.539062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -83134.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -83198.593750 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -83198.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -83254.078125 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -83254.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83304.453125 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -83304.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -83370.203125 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -83370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83398.531250 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -83398.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83406.375000 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -83406.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83406.375000 Penalty: 3211.049805
	Iteration 14F: 3 clusters Score -83406.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 37444 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33674 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 22579 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 56503 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104432 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 4043 members 
Mstep: Class 17 contains 87548 members 
Mstep: Class 18 contains 99449 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 48153 members 
Mstep: Class 21 contains 463 members 
Mstep: Class 22 contains 81123 members 
Mstep: Class 23 contains 13954 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47013 members 
Mstep: Class 26 contains 61745 members 
Mstep: Class 27 contains 103819 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 185 members 
Entering Unmasked Estep 
Score: -137783856.000000 Penalty: 98730.570312
Splitting cluster 21 changes total score from -137784944.000000 to -137783856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (81123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Entering Unmasked Estep 
Score: -12476432.000000 Penalty: 2803.322998
	Iteration 0F: 2 clusters Score -1.247643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -12422426.000000 Penalty: 5606.645996
	Iteration 0F: 3 clusters Score -1.242243e+07 nChanged 38222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -12444540.000000 Penalty: 5606.645996
	Iteration 1F: 3 clusters Score -1.244454e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -12445599.000000 Penalty: 5606.645996
	Iteration 2Q: 3 clusters Score -1.24456e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -12447370.000000 Penalty: 5606.645996
	Iteration 3Q: 3 clusters Score -1.244737e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -12450293.000000 Penalty: 5606.645996
	Iteration 4F: 3 clusters Score -1.245029e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -12454696.000000 Penalty: 5606.645996
	Iteration 5F: 3 clusters Score -1.24547e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -12459684.000000 Penalty: 5606.645996
	Iteration 6F: 3 clusters Score -1.245968e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -12464506.000000 Penalty: 5606.645996
	Iteration 7F: 3 clusters Score -1.246451e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -12467506.000000 Penalty: 5606.645996
	Iteration 8F: 3 clusters Score -1.246751e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -12469022.000000 Penalty: 5606.645996
	Iteration 9Q: 3 clusters Score -1.246902e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -12469882.000000 Penalty: 5606.645996
	Iteration 10Q: 3 clusters Score -1.246988e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -12470470.000000 Penalty: 5606.645996
	Iteration 11Q: 3 clusters Score -1.247047e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -12470958.000000 Penalty: 5606.645996
	Iteration 12Q: 3 clusters Score -1.247096e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -12471423.000000 Penalty: 5606.645996
	Iteration 13Q: 3 clusters Score -1.247142e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -12471880.000000 Penalty: 5606.645996
	Iteration 14Q: 3 clusters Score -1.247188e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -12472363.000000 Penalty: 5606.645996
	Iteration 15Q: 3 clusters Score -1.247236e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -12472850.000000 Penalty: 5606.645996
	Iteration 16Q: 3 clusters Score -1.247285e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -12473321.000000 Penalty: 5606.645996
	Iteration 17Q: 3 clusters Score -1.247332e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -12473673.000000 Penalty: 5606.645996
	Iteration 18Q: 3 clusters Score -1.247367e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -12474028.000000 Penalty: 5606.645996
	Iteration 19Q: 3 clusters Score -1.247403e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -12474397.000000 Penalty: 5606.645996
	Iteration 20F: 3 clusters Score -1.24744e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -12474783.000000 Penalty: 5606.645996
	Iteration 21Q: 3 clusters Score -1.247478e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -12475110.000000 Penalty: 5606.645996
	Iteration 22Q: 3 clusters Score -1.247511e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -12475361.000000 Penalty: 5606.645996
	Iteration 23Q: 3 clusters Score -1.247536e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -12475431.000000 Penalty: 5606.645996
	Iteration 24Q: 3 clusters Score -1.247543e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -12475529.000000 Penalty: 5606.645996
	Iteration 25Q: 3 clusters Score -1.247553e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -12475588.000000 Penalty: 5606.645996
	Iteration 26Q: 3 clusters Score -1.247559e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -12475607.000000 Penalty: 5606.645996
	Iteration 27Q: 3 clusters Score -1.247561e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -12475580.000000 Penalty: 5606.645996
	Iteration 28Q: 3 clusters Score -1.247558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -12475570.000000 Penalty: 5606.645996
	Iteration 29Q: 3 clusters Score -1.247557e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -12475570.000000 Penalty: 5606.645996
	Iteration 30Q: 3 clusters Score -1.247557e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -12475548.000000 Penalty: 5606.645996
	Iteration 31Q: 3 clusters Score -1.247555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -12475567.000000 Penalty: 5606.645996
	Iteration 32Q: 3 clusters Score -1.247557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12475560.000000 Penalty: 5606.645996
	Iteration 33Q: 3 clusters Score -1.247556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12475573.000000 Penalty: 5606.645996
	Iteration 34Q: 3 clusters Score -1.247557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -12475576.000000 Penalty: 5606.645996
	Iteration 35Q: 3 clusters Score -1.247558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -12475595.000000 Penalty: 5606.645996
	Iteration 36Q: 3 clusters Score -1.24756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -12475590.000000 Penalty: 5606.645996
	Iteration 37Q: 3 clusters Score -1.247559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -12475589.000000 Penalty: 5606.645996
	Iteration 38Q: 3 clusters Score -1.247559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -12475585.000000 Penalty: 5606.645996
	Iteration 39Q: 3 clusters Score -1.247558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -12475570.000000 Penalty: 5606.645996
	Iteration 40F: 3 clusters Score -1.247557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -12475584.000000 Penalty: 5606.645996
	Iteration 41Q: 3 clusters Score -1.247558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -12475580.000000 Penalty: 5606.645996
	Iteration 42Q: 3 clusters Score -1.247558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -12475574.000000 Penalty: 5606.645996
	Iteration 43Q: 3 clusters Score -1.247557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -12475591.000000 Penalty: 5606.645996
	Iteration 44Q: 3 clusters Score -1.247559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -12475593.000000 Penalty: 5606.645996
	Iteration 45Q: 3 clusters Score -1.247559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -12475604.000000 Penalty: 5606.645996
	Iteration 46Q: 3 clusters Score -1.24756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -12475606.000000 Penalty: 5606.645996
	Iteration 47Q: 3 clusters Score -1.247561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -12475603.000000 Penalty: 5606.645996
	Iteration 48Q: 3 clusters Score -1.24756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -12475621.000000 Penalty: 5606.645996
	Iteration 49Q: 3 clusters Score -1.247562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -12475605.000000 Penalty: 5606.645996
	Iteration 50Q: 3 clusters Score -1.24756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -12475617.000000 Penalty: 5606.645996
	Iteration 51Q: 3 clusters Score -1.247562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -12475608.000000 Penalty: 5606.645996
	Iteration 52Q: 3 clusters Score -1.247561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -12475609.000000 Penalty: 5606.645996
	Iteration 53Q: 3 clusters Score -1.247561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -12475602.000000 Penalty: 5606.645996
	Iteration 54Q: 3 clusters Score -1.24756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -12475602.000000 Penalty: 5606.645996
	Iteration 55F: 3 clusters Score -1.24756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1961126.500000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1961126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1950893.875000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1950894 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1954056.875000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1954057 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1954512.000000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1954512 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1954914.875000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1954915 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1955261.875000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1955262 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1955611.250000 Penalty: 4733.586914
	Iteration 5Q: 3 clusters Score -1955611 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1955992.625000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1955993 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1956401.125000 Penalty: 4733.586914
	Iteration 7Q: 3 clusters Score -1956401 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1956856.250000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1956856 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1957297.875000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1957298 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1957706.500000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1957706 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1958021.500000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1958022 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1958221.625000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1958222 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1958354.125000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1958354 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1958454.125000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1958454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1958515.125000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1958515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1958559.375000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1958559 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1958600.125000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1958600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1958625.125000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1958625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1958657.375000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1958657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1958672.375000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1958672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1958697.875000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1958698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1958714.875000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1958715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1958728.750000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1958729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1958739.875000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1958740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1958752.625000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1958753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1958767.250000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1958767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1958777.875000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1958778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1958785.750000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1958786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1958792.875000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1958793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1958804.250000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1958804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1958815.250000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1958815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1958823.000000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1958823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1958831.125000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1958831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1958840.000000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1958840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1958845.000000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1958845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1958855.125000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1958855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1958858.000000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1958858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1958872.000000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1958872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1958883.375000 Penalty: 4733.586914
	Iteration 39Q: 3 clusters Score -1958883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1958890.625000 Penalty: 4733.586914
	Iteration 40F: 3 clusters Score -1958891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1958897.875000 Penalty: 4733.586914
	Iteration 41Q: 3 clusters Score -1958898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1958904.375000 Penalty: 4733.586914
	Iteration 42Q: 3 clusters Score -1958904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1958906.000000 Penalty: 4733.586914
	Iteration 43Q: 3 clusters Score -1958906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1958918.000000 Penalty: 4733.586914
	Iteration 44Q: 3 clusters Score -1958918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1958920.750000 Penalty: 4733.586914
	Iteration 45Q: 3 clusters Score -1958921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1958921.500000 Penalty: 4733.586914
	Iteration 46Q: 3 clusters Score -1958922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1958922.875000 Penalty: 4733.586914
	Iteration 47Q: 3 clusters Score -1958923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1958933.000000 Penalty: 4733.586914
	Iteration 48Q: 3 clusters Score -1958933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1958939.750000 Penalty: 4733.586914
	Iteration 49Q: 3 clusters Score -1958940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1958949.750000 Penalty: 4733.586914
	Iteration 50Q: 3 clusters Score -1958950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1958954.625000 Penalty: 4733.586914
	Iteration 51Q: 3 clusters Score -1958955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1958962.250000 Penalty: 4733.586914
	Iteration 52Q: 3 clusters Score -1958962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1958963.500000 Penalty: 4733.586914
	Iteration 53Q: 3 clusters Score -1958964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1958969.375000 Penalty: 4733.586914
	Iteration 54Q: 3 clusters Score -1958969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1958973.125000 Penalty: 4733.586914
	Iteration 55Q: 3 clusters Score -1958973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1958978.000000 Penalty: 4733.586914
	Iteration 56Q: 3 clusters Score -1958978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1958977.375000 Penalty: 4733.586914
	Iteration 57Q: 3 clusters Score -1958977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1958979.875000 Penalty: 4733.586914
	Iteration 58Q: 3 clusters Score -1958980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1958980.125000 Penalty: 4733.586914
	Iteration 59Q: 3 clusters Score -1958980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1958983.000000 Penalty: 4733.586914
	Iteration 60F: 3 clusters Score -1958983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1958987.125000 Penalty: 4733.586914
	Iteration 61Q: 3 clusters Score -1958987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1958992.625000 Penalty: 4733.586914
	Iteration 62Q: 3 clusters Score -1958993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1958994.250000 Penalty: 4733.586914
	Iteration 63Q: 3 clusters Score -1958994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1959002.250000 Penalty: 4733.586914
	Iteration 64Q: 3 clusters Score -1959002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1959010.500000 Penalty: 4733.586914
	Iteration 65Q: 3 clusters Score -1959010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1959023.000000 Penalty: 4733.586914
	Iteration 66Q: 3 clusters Score -1959023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1959028.875000 Penalty: 4733.586914
	Iteration 67Q: 3 clusters Score -1959029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1959039.875000 Penalty: 4733.586914
	Iteration 68Q: 3 clusters Score -1959040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1959047.875000 Penalty: 4733.586914
	Iteration 69Q: 3 clusters Score -1959048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1959057.875000 Penalty: 4733.586914
	Iteration 70Q: 3 clusters Score -1959058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1959066.625000 Penalty: 4733.586914
	Iteration 71Q: 3 clusters Score -1959067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1959078.000000 Penalty: 4733.586914
	Iteration 72Q: 3 clusters Score -1959078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1959082.000000 Penalty: 4733.586914
	Iteration 73Q: 3 clusters Score -1959082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1959086.750000 Penalty: 4733.586914
	Iteration 74Q: 3 clusters Score -1959087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1959099.625000 Penalty: 4733.586914
	Iteration 75Q: 3 clusters Score -1959100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1959109.625000 Penalty: 4733.586914
	Iteration 76Q: 3 clusters Score -1959110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1959121.750000 Penalty: 4733.586914
	Iteration 77Q: 3 clusters Score -1959122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1959126.875000 Penalty: 4733.586914
	Iteration 78Q: 3 clusters Score -1959127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1959135.250000 Penalty: 4733.586914
	Iteration 79Q: 3 clusters Score -1959135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1959140.375000 Penalty: 4733.586914
	Iteration 80F: 3 clusters Score -1959140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1959144.625000 Penalty: 4733.586914
	Iteration 81Q: 3 clusters Score -1959145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1959155.750000 Penalty: 4733.586914
	Iteration 82Q: 3 clusters Score -1959156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1959166.875000 Penalty: 4733.586914
	Iteration 83Q: 3 clusters Score -1959167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1959169.125000 Penalty: 4733.586914
	Iteration 84Q: 3 clusters Score -1959169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1959172.625000 Penalty: 4733.586914
	Iteration 85Q: 3 clusters Score -1959173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1959176.875000 Penalty: 4733.586914
	Iteration 86Q: 3 clusters Score -1959177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1959183.250000 Penalty: 4733.586914
	Iteration 87Q: 3 clusters Score -1959183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1959191.500000 Penalty: 4733.586914
	Iteration 88Q: 3 clusters Score -1959192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1959197.000000 Penalty: 4733.586914
	Iteration 89Q: 3 clusters Score -1959197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1959198.500000 Penalty: 4733.586914
	Iteration 90Q: 3 clusters Score -1959198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1959204.625000 Penalty: 4733.586914
	Iteration 91Q: 3 clusters Score -1959205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1959210.875000 Penalty: 4733.586914
	Iteration 92Q: 3 clusters Score -1959211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1959212.750000 Penalty: 4733.586914
	Iteration 93Q: 3 clusters Score -1959213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1959215.625000 Penalty: 4733.586914
	Iteration 94Q: 3 clusters Score -1959216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1959220.875000 Penalty: 4733.586914
	Iteration 95Q: 3 clusters Score -1959221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1959222.125000 Penalty: 4733.586914
	Iteration 96Q: 3 clusters Score -1959222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1959222.125000 Penalty: 4733.586914
	Iteration 97Q: 3 clusters Score -1959222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1959224.875000 Penalty: 4733.586914
	Iteration 98Q: 3 clusters Score -1959225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1959229.250000 Penalty: 4733.586914
	Iteration 99Q: 3 clusters Score -1959229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1959233.625000 Penalty: 4733.586914
	Iteration 100F: 3 clusters Score -1959234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1959243.500000 Penalty: 4733.586914
	Iteration 101Q: 3 clusters Score -1959244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1959252.375000 Penalty: 4733.586914
	Iteration 102Q: 3 clusters Score -1959252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1959261.125000 Penalty: 4733.586914
	Iteration 103Q: 3 clusters Score -1959261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1959268.500000 Penalty: 4733.586914
	Iteration 104Q: 3 clusters Score -1959268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1959268.000000 Penalty: 4733.586914
	Iteration 105Q: 3 clusters Score -1959268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1959272.500000 Penalty: 4733.586914
	Iteration 106Q: 3 clusters Score -1959272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1959277.625000 Penalty: 4733.586914
	Iteration 107Q: 3 clusters Score -1959278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1959279.000000 Penalty: 4733.586914
	Iteration 108Q: 3 clusters Score -1959279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1959278.500000 Penalty: 4733.586914
	Iteration 109Q: 3 clusters Score -1959278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1959278.625000 Penalty: 4733.586914
	Iteration 110Q: 3 clusters Score -1959279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1959280.500000 Penalty: 4733.586914
	Iteration 111Q: 3 clusters Score -1959280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1959280.750000 Penalty: 4733.586914
	Iteration 112Q: 3 clusters Score -1959281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1959283.875000 Penalty: 4733.586914
	Iteration 113Q: 3 clusters Score -1959284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1959283.875000 Penalty: 4733.586914
	Iteration 114Q: 3 clusters Score -1959284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1959282.125000 Penalty: 4733.586914
	Iteration 115Q: 3 clusters Score -1959282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1959283.375000 Penalty: 4733.586914
	Iteration 116Q: 3 clusters Score -1959283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1959283.625000 Penalty: 4733.586914
	Iteration 117Q: 3 clusters Score -1959284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1959285.625000 Penalty: 4733.586914
	Iteration 118Q: 3 clusters Score -1959286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1959287.375000 Penalty: 4733.586914
	Iteration 119Q: 3 clusters Score -1959287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1959287.375000 Penalty: 4733.586914
	Iteration 120F: 3 clusters Score -1959287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -126142.281250 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -126142.3 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 470 members 
Entering Unmasked Estep 
Score: -124245.359375 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -124245.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124621.546875 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -124621.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124828.828125 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -124828.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125193.367188 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -125193.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125470.359375 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -125470.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -125633.257812 Penalty: 3386.503906
	Iteration 5F: 3 clusters Score -125633.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -125737.789062 Penalty: 3386.503906
	Iteration 6F: 3 clusters Score -125737.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -125823.117188 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -125823.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -125927.359375 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -125927.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -126015.617188 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -126015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -126051.187500 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -126051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -126070.335938 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -126070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -126078.531250 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -126078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -126080.625000 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -126080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -126080.625000 Penalty: 3386.503906
	Iteration 14F: 3 clusters Score -126080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Entering Unmasked Estep 
Score: -7068200.500000 Penalty: 2668.028564
	Iteration 0F: 2 clusters Score -7068200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -7036629.500000 Penalty: 5336.057129
	Iteration 0F: 3 clusters Score -7036630 nChanged 21565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -7048435.000000 Penalty: 5336.057129
	Iteration 1F: 3 clusters Score -7048435 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -7049174.000000 Penalty: 5336.057129
	Iteration 2Q: 3 clusters Score -7049174 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -7049988.000000 Penalty: 5336.057129
	Iteration 3Q: 3 clusters Score -7049988 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7050943.000000 Penalty: 5336.057129
	Iteration 4Q: 3 clusters Score -7050943 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -7052071.500000 Penalty: 5336.057129
	Iteration 5F: 3 clusters Score -7052072 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7053284.000000 Penalty: 5336.057129
	Iteration 6F: 3 clusters Score -7053284 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -7054434.500000 Penalty: 5336.057129
	Iteration 7F: 3 clusters Score -7054434 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7055338.000000 Penalty: 5336.057129
	Iteration 8Q: 3 clusters Score -7055338 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -7056068.500000 Penalty: 5336.057129
	Iteration 9Q: 3 clusters Score -7056068 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -7056732.000000 Penalty: 5336.057129
	Iteration 10Q: 3 clusters Score -7056732 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -7057275.000000 Penalty: 5336.057129
	Iteration 11Q: 3 clusters Score -7057275 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -7057735.500000 Penalty: 5336.057129
	Iteration 12Q: 3 clusters Score -7057736 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -7058127.500000 Penalty: 5336.057129
	Iteration 13Q: 3 clusters Score -7058128 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7058599.000000 Penalty: 5336.057129
	Iteration 14Q: 3 clusters Score -7058599 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -7059006.000000 Penalty: 5336.057129
	Iteration 15Q: 3 clusters Score -7059006 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -7059417.000000 Penalty: 5336.057129
	Iteration 16Q: 3 clusters Score -7059417 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -7059772.500000 Penalty: 5336.057129
	Iteration 17Q: 3 clusters Score -7059772 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -7060112.500000 Penalty: 5336.057129
	Iteration 18Q: 3 clusters Score -7060112 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7060380.500000 Penalty: 5336.057129
	Iteration 19Q: 3 clusters Score -7060380 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -7060655.500000 Penalty: 5336.057129
	Iteration 20F: 3 clusters Score -7060656 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7060905.000000 Penalty: 5336.057129
	Iteration 21Q: 3 clusters Score -7060905 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7061176.000000 Penalty: 5336.057129
	Iteration 22Q: 3 clusters Score -7061176 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7061453.500000 Penalty: 5336.057129
	Iteration 23Q: 3 clusters Score -7061454 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7061788.500000 Penalty: 5336.057129
	Iteration 24Q: 3 clusters Score -7061788 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -7062124.500000 Penalty: 5336.057129
	Iteration 25Q: 3 clusters Score -7062124 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -7062429.000000 Penalty: 5336.057129
	Iteration 26Q: 3 clusters Score -7062429 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7062747.000000 Penalty: 5336.057129
	Iteration 27Q: 3 clusters Score -7062747 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -7063129.000000 Penalty: 5336.057129
	Iteration 28Q: 3 clusters Score -7063129 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -7063484.500000 Penalty: 5336.057129
	Iteration 29Q: 3 clusters Score -7063484 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7063836.500000 Penalty: 5336.057129
	Iteration 30Q: 3 clusters Score -7063836 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -7064230.000000 Penalty: 5336.057129
	Iteration 31Q: 3 clusters Score -7064230 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -7064508.000000 Penalty: 5336.057129
	Iteration 32Q: 3 clusters Score -7064508 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -7064757.500000 Penalty: 5336.057129
	Iteration 33Q: 3 clusters Score -7064758 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -7065010.500000 Penalty: 5336.057129
	Iteration 34Q: 3 clusters Score -7065010 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -7065185.500000 Penalty: 5336.057129
	Iteration 35Q: 3 clusters Score -7065186 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -7065363.000000 Penalty: 5336.057129
	Iteration 36Q: 3 clusters Score -7065363 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -7065536.500000 Penalty: 5336.057129
	Iteration 37Q: 3 clusters Score -7065536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -7065667.500000 Penalty: 5336.057129
	Iteration 38Q: 3 clusters Score -7065668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -7065795.000000 Penalty: 5336.057129
	Iteration 39Q: 3 clusters Score -7065795 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -7065888.000000 Penalty: 5336.057129
	Iteration 40F: 3 clusters Score -7065888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -7065954.500000 Penalty: 5336.057129
	Iteration 41Q: 3 clusters Score -7065954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -7066020.500000 Penalty: 5336.057129
	Iteration 42Q: 3 clusters Score -7066020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -7066072.500000 Penalty: 5336.057129
	Iteration 43Q: 3 clusters Score -7066072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -7066119.000000 Penalty: 5336.057129
	Iteration 44Q: 3 clusters Score -7066119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -7066142.000000 Penalty: 5336.057129
	Iteration 45Q: 3 clusters Score -7066142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -7066186.500000 Penalty: 5336.057129
	Iteration 46Q: 3 clusters Score -7066186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -7066209.500000 Penalty: 5336.057129
	Iteration 47Q: 3 clusters Score -7066210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -7066231.500000 Penalty: 5336.057129
	Iteration 48Q: 3 clusters Score -7066232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -7066263.500000 Penalty: 5336.057129
	Iteration 49Q: 3 clusters Score -7066264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -7066284.000000 Penalty: 5336.057129
	Iteration 50Q: 3 clusters Score -7066284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -7066306.500000 Penalty: 5336.057129
	Iteration 51Q: 3 clusters Score -7066306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -7066316.500000 Penalty: 5336.057129
	Iteration 52Q: 3 clusters Score -7066316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -7066329.000000 Penalty: 5336.057129
	Iteration 53Q: 3 clusters Score -7066329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -7066339.000000 Penalty: 5336.057129
	Iteration 54Q: 3 clusters Score -7066339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -7066346.500000 Penalty: 5336.057129
	Iteration 55Q: 3 clusters Score -7066346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7066351.500000 Penalty: 5336.057129
	Iteration 56Q: 3 clusters Score -7066352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7066360.000000 Penalty: 5336.057129
	Iteration 57Q: 3 clusters Score -7066360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -7066367.000000 Penalty: 5336.057129
	Iteration 58Q: 3 clusters Score -7066367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -7066366.500000 Penalty: 5336.057129
	Iteration 59Q: 3 clusters Score -7066366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -7066385.500000 Penalty: 5336.057129
	Iteration 60F: 3 clusters Score -7066386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -7066379.500000 Penalty: 5336.057129
	Iteration 61Q: 3 clusters Score -7066380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -7066384.500000 Penalty: 5336.057129
	Iteration 62Q: 3 clusters Score -7066384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -7066385.000000 Penalty: 5336.057129
	Iteration 63Q: 3 clusters Score -7066385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -7066394.000000 Penalty: 5336.057129
	Iteration 64Q: 3 clusters Score -7066394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -7066395.500000 Penalty: 5336.057129
	Iteration 65Q: 3 clusters Score -7066396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -7066395.500000 Penalty: 5336.057129
	Iteration 66Q: 3 clusters Score -7066396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -7066404.500000 Penalty: 5336.057129
	Iteration 67Q: 3 clusters Score -7066404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -7066407.000000 Penalty: 5336.057129
	Iteration 68Q: 3 clusters Score -7066407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -7066410.000000 Penalty: 5336.057129
	Iteration 69Q: 3 clusters Score -7066410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -7066419.500000 Penalty: 5336.057129
	Iteration 70Q: 3 clusters Score -7066420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -7066423.500000 Penalty: 5336.057129
	Iteration 71Q: 3 clusters Score -7066424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -7066426.000000 Penalty: 5336.057129
	Iteration 72Q: 3 clusters Score -7066426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -7066426.000000 Penalty: 5336.057129
	Iteration 73Q: 3 clusters Score -7066426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -7066420.000000 Penalty: 5336.057129
	Iteration 74Q: 3 clusters Score -7066420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -7066422.500000 Penalty: 5336.057129
	Iteration 75Q: 3 clusters Score -7066422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -7066422.000000 Penalty: 5336.057129
	Iteration 76Q: 3 clusters Score -7066422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -7066427.500000 Penalty: 5336.057129
	Iteration 77Q: 3 clusters Score -7066428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -7066427.500000 Penalty: 5336.057129
	Iteration 78F: 3 clusters Score -7066428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (61745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Entering Unmasked Estep 
Score: -9636339.000000 Penalty: 2735.630615
	Iteration 0F: 2 clusters Score -9636339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -9595053.000000 Penalty: 5471.261230
	Iteration 0F: 3 clusters Score -9595053 nChanged 28609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -9611265.000000 Penalty: 5471.261230
	Iteration 1F: 3 clusters Score -9611265 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -9611905.000000 Penalty: 5471.261230
	Iteration 2Q: 3 clusters Score -9611905 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -9612632.000000 Penalty: 5471.261230
	Iteration 3Q: 3 clusters Score -9612632 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -9613370.000000 Penalty: 5471.261230
	Iteration 4Q: 3 clusters Score -9613370 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -9614328.000000 Penalty: 5471.261230
	Iteration 5Q: 3 clusters Score -9614328 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9615507.000000 Penalty: 5471.261230
	Iteration 6Q: 3 clusters Score -9615507 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -9616953.000000 Penalty: 5471.261230
	Iteration 7Q: 3 clusters Score -9616953 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -9618729.000000 Penalty: 5471.261230
	Iteration 8F: 3 clusters Score -9618729 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -9621046.000000 Penalty: 5471.261230
	Iteration 9F: 3 clusters Score -9621046 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -9623957.000000 Penalty: 5471.261230
	Iteration 10F: 3 clusters Score -9623957 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -9626737.000000 Penalty: 5471.261230
	Iteration 11Q: 3 clusters Score -9626737 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -9628498.000000 Penalty: 5471.261230
	Iteration 12Q: 3 clusters Score -9628498 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -9629496.000000 Penalty: 5471.261230
	Iteration 13Q: 3 clusters Score -9629496 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -9630128.000000 Penalty: 5471.261230
	Iteration 14Q: 3 clusters Score -9630128 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -9630698.000000 Penalty: 5471.261230
	Iteration 15Q: 3 clusters Score -9630698 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -9631172.000000 Penalty: 5471.261230
	Iteration 16Q: 3 clusters Score -9631172 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -9631587.000000 Penalty: 5471.261230
	Iteration 17Q: 3 clusters Score -9631587 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9631943.000000 Penalty: 5471.261230
	Iteration 18Q: 3 clusters Score -9631943 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -9632269.000000 Penalty: 5471.261230
	Iteration 19Q: 3 clusters Score -9632269 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -9632574.000000 Penalty: 5471.261230
	Iteration 20F: 3 clusters Score -9632574 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9632848.000000 Penalty: 5471.261230
	Iteration 21Q: 3 clusters Score -9632848 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -9633090.000000 Penalty: 5471.261230
	Iteration 22Q: 3 clusters Score -9633090 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9633242.000000 Penalty: 5471.261230
	Iteration 23Q: 3 clusters Score -9633242 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9633360.000000 Penalty: 5471.261230
	Iteration 24Q: 3 clusters Score -9633360 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9633431.000000 Penalty: 5471.261230
	Iteration 25Q: 3 clusters Score -9633431 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9633532.000000 Penalty: 5471.261230
	Iteration 26Q: 3 clusters Score -9633532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9633625.000000 Penalty: 5471.261230
	Iteration 27Q: 3 clusters Score -9633625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9633709.000000 Penalty: 5471.261230
	Iteration 28Q: 3 clusters Score -9633709 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9633762.000000 Penalty: 5471.261230
	Iteration 29Q: 3 clusters Score -9633762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9633834.000000 Penalty: 5471.261230
	Iteration 30Q: 3 clusters Score -9633834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9633891.000000 Penalty: 5471.261230
	Iteration 31Q: 3 clusters Score -9633891 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9633943.000000 Penalty: 5471.261230
	Iteration 32Q: 3 clusters Score -9633943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9633950.000000 Penalty: 5471.261230
	Iteration 33Q: 3 clusters Score -9633950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9633985.000000 Penalty: 5471.261230
	Iteration 34Q: 3 clusters Score -9633985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9633995.000000 Penalty: 5471.261230
	Iteration 35Q: 3 clusters Score -9633995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9634034.000000 Penalty: 5471.261230
	Iteration 36Q: 3 clusters Score -9634034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9634054.000000 Penalty: 5471.261230
	Iteration 37Q: 3 clusters Score -9634054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9634070.000000 Penalty: 5471.261230
	Iteration 38Q: 3 clusters Score -9634070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9634089.000000 Penalty: 5471.261230
	Iteration 39Q: 3 clusters Score -9634089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9634087.000000 Penalty: 5471.261230
	Iteration 40F: 3 clusters Score -9634087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9634094.000000 Penalty: 5471.261230
	Iteration 41Q: 3 clusters Score -9634094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9634096.000000 Penalty: 5471.261230
	Iteration 42Q: 3 clusters Score -9634096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9634111.000000 Penalty: 5471.261230
	Iteration 43Q: 3 clusters Score -9634111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9634102.000000 Penalty: 5471.261230
	Iteration 44Q: 3 clusters Score -9634102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9634118.000000 Penalty: 5471.261230
	Iteration 45Q: 3 clusters Score -9634118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9634112.000000 Penalty: 5471.261230
	Iteration 46Q: 3 clusters Score -9634112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9634120.000000 Penalty: 5471.261230
	Iteration 47Q: 3 clusters Score -9634120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9634133.000000 Penalty: 5471.261230
	Iteration 48Q: 3 clusters Score -9634133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9634124.000000 Penalty: 5471.261230
	Iteration 49Q: 3 clusters Score -9634124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9634132.000000 Penalty: 5471.261230
	Iteration 50Q: 3 clusters Score -9634132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9634125.000000 Penalty: 5471.261230
	Iteration 51Q: 3 clusters Score -9634125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9634128.000000 Penalty: 5471.261230
	Iteration 52Q: 3 clusters Score -9634128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9634120.000000 Penalty: 5471.261230
	Iteration 53Q: 3 clusters Score -9634120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9634132.000000 Penalty: 5471.261230
	Iteration 54Q: 3 clusters Score -9634132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9634138.000000 Penalty: 5471.261230
	Iteration 55Q: 3 clusters Score -9634138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9634135.000000 Penalty: 5471.261230
	Iteration 56Q: 3 clusters Score -9634135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9634137.000000 Penalty: 5471.261230
	Iteration 57Q: 3 clusters Score -9634137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9634138.000000 Penalty: 5471.261230
	Iteration 58Q: 3 clusters Score -9634138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9634137.000000 Penalty: 5471.261230
	Iteration 59Q: 3 clusters Score -9634137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9634146.000000 Penalty: 5471.261230
	Iteration 60F: 3 clusters Score -9634146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9634141.000000 Penalty: 5471.261230
	Iteration 61Q: 3 clusters Score -9634141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9634140.000000 Penalty: 5471.261230
	Iteration 62Q: 3 clusters Score -9634140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9634143.000000 Penalty: 5471.261230
	Iteration 63Q: 3 clusters Score -9634143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9634140.000000 Penalty: 5471.261230
	Iteration 64Q: 3 clusters Score -9634140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9634146.000000 Penalty: 5471.261230
	Iteration 65Q: 3 clusters Score -9634146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9634149.000000 Penalty: 5471.261230
	Iteration 66Q: 3 clusters Score -9634149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 5471.261230
	Iteration 67Q: 3 clusters Score -9634151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9634154.000000 Penalty: 5471.261230
	Iteration 68Q: 3 clusters Score -9634154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9634153.000000 Penalty: 5471.261230
	Iteration 69Q: 3 clusters Score -9634153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9634150.000000 Penalty: 5471.261230
	Iteration 70Q: 3 clusters Score -9634150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9634159.000000 Penalty: 5471.261230
	Iteration 71Q: 3 clusters Score -9634159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9634159.000000 Penalty: 5471.261230
	Iteration 72Q: 3 clusters Score -9634159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 5471.261230
	Iteration 73Q: 3 clusters Score -9634151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9634157.000000 Penalty: 5471.261230
	Iteration 74Q: 3 clusters Score -9634157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9634160.000000 Penalty: 5471.261230
	Iteration 75Q: 3 clusters Score -9634160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9634156.000000 Penalty: 5471.261230
	Iteration 76Q: 3 clusters Score -9634156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 5471.261230
	Iteration 77Q: 3 clusters Score -9634151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 5471.261230
	Iteration 78Q: 3 clusters Score -9634151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9634151.000000 Penalty: 5471.261230
	Iteration 79F: 3 clusters Score -9634151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Entering Unmasked Estep 
Score: -15955471.000000 Penalty: 2864.500244
	Iteration 0F: 2 clusters Score -1.595547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -15889083.000000 Penalty: 5729.000488
	Iteration 0F: 3 clusters Score -1.588908e+07 nChanged 49229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -15916657.000000 Penalty: 5729.000488
	Iteration 1F: 3 clusters Score -1.591666e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -15917293.000000 Penalty: 5729.000488
	Iteration 2Q: 3 clusters Score -1.591729e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -15917924.000000 Penalty: 5729.000488
	Iteration 3Q: 3 clusters Score -1.591792e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -15918587.000000 Penalty: 5729.000488
	Iteration 4Q: 3 clusters Score -1.591859e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -15919135.000000 Penalty: 5729.000488
	Iteration 5Q: 3 clusters Score -1.591914e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -15919907.000000 Penalty: 5729.000488
	Iteration 6Q: 3 clusters Score -1.591991e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -15920944.000000 Penalty: 5729.000488
	Iteration 7Q: 3 clusters Score -1.592094e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -15922145.000000 Penalty: 5729.000488
	Iteration 8Q: 3 clusters Score -1.592214e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -15923771.000000 Penalty: 5729.000488
	Iteration 9Q: 3 clusters Score -1.592377e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -15926009.000000 Penalty: 5729.000488
	Iteration 10Q: 3 clusters Score -1.592601e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -15928921.000000 Penalty: 5729.000488
	Iteration 11Q: 3 clusters Score -1.592892e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -15932513.000000 Penalty: 5729.000488
	Iteration 12F: 3 clusters Score -1.593251e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -15936540.000000 Penalty: 5729.000488
	Iteration 13F: 3 clusters Score -1.593654e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -15940063.000000 Penalty: 5729.000488
	Iteration 14F: 3 clusters Score -1.594006e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -15942354.000000 Penalty: 5729.000488
	Iteration 15Q: 3 clusters Score -1.594235e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -15943566.000000 Penalty: 5729.000488
	Iteration 16Q: 3 clusters Score -1.594357e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -15944302.000000 Penalty: 5729.000488
	Iteration 17Q: 3 clusters Score -1.59443e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -15944857.000000 Penalty: 5729.000488
	Iteration 18Q: 3 clusters Score -1.594486e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -15945245.000000 Penalty: 5729.000488
	Iteration 19Q: 3 clusters Score -1.594524e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -15945649.000000 Penalty: 5729.000488
	Iteration 20F: 3 clusters Score -1.594565e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -15945999.000000 Penalty: 5729.000488
	Iteration 21Q: 3 clusters Score -1.5946e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -15946415.000000 Penalty: 5729.000488
	Iteration 22Q: 3 clusters Score -1.594642e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -15946856.000000 Penalty: 5729.000488
	Iteration 23Q: 3 clusters Score -1.594686e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -15947244.000000 Penalty: 5729.000488
	Iteration 24Q: 3 clusters Score -1.594724e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -15947726.000000 Penalty: 5729.000488
	Iteration 25Q: 3 clusters Score -1.594773e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -15948191.000000 Penalty: 5729.000488
	Iteration 26Q: 3 clusters Score -1.594819e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -15948700.000000 Penalty: 5729.000488
	Iteration 27Q: 3 clusters Score -1.59487e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -15949290.000000 Penalty: 5729.000488
	Iteration 28Q: 3 clusters Score -1.594929e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -15949844.000000 Penalty: 5729.000488
	Iteration 29Q: 3 clusters Score -1.594984e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -15950370.000000 Penalty: 5729.000488
	Iteration 30Q: 3 clusters Score -1.595037e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -15950844.000000 Penalty: 5729.000488
	Iteration 31Q: 3 clusters Score -1.595084e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -15951319.000000 Penalty: 5729.000488
	Iteration 32Q: 3 clusters Score -1.595132e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -15951666.000000 Penalty: 5729.000488
	Iteration 33Q: 3 clusters Score -1.595167e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15951960.000000 Penalty: 5729.000488
	Iteration 34Q: 3 clusters Score -1.595196e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -15952181.000000 Penalty: 5729.000488
	Iteration 35Q: 3 clusters Score -1.595218e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -15952344.000000 Penalty: 5729.000488
	Iteration 36Q: 3 clusters Score -1.595234e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -15952545.000000 Penalty: 5729.000488
	Iteration 37Q: 3 clusters Score -1.595254e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15952669.000000 Penalty: 5729.000488
	Iteration 38Q: 3 clusters Score -1.595267e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15952741.000000 Penalty: 5729.000488
	Iteration 39Q: 3 clusters Score -1.595274e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -15952803.000000 Penalty: 5729.000488
	Iteration 40F: 3 clusters Score -1.59528e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15952907.000000 Penalty: 5729.000488
	Iteration 41Q: 3 clusters Score -1.595291e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15952979.000000 Penalty: 5729.000488
	Iteration 42Q: 3 clusters Score -1.595298e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15952986.000000 Penalty: 5729.000488
	Iteration 43Q: 3 clusters Score -1.595299e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15952999.000000 Penalty: 5729.000488
	Iteration 44Q: 3 clusters Score -1.5953e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15953024.000000 Penalty: 5729.000488
	Iteration 45Q: 3 clusters Score -1.595302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15953029.000000 Penalty: 5729.000488
	Iteration 46Q: 3 clusters Score -1.595303e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15953046.000000 Penalty: 5729.000488
	Iteration 47Q: 3 clusters Score -1.595305e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15953091.000000 Penalty: 5729.000488
	Iteration 48Q: 3 clusters Score -1.595309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15953096.000000 Penalty: 5729.000488
	Iteration 49Q: 3 clusters Score -1.59531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15953104.000000 Penalty: 5729.000488
	Iteration 50Q: 3 clusters Score -1.59531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15953131.000000 Penalty: 5729.000488
	Iteration 51Q: 3 clusters Score -1.595313e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15953170.000000 Penalty: 5729.000488
	Iteration 52Q: 3 clusters Score -1.595317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15953186.000000 Penalty: 5729.000488
	Iteration 53Q: 3 clusters Score -1.595319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5729.000488
	Iteration 54Q: 3 clusters Score -1.595318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15953197.000000 Penalty: 5729.000488
	Iteration 55Q: 3 clusters Score -1.59532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15953191.000000 Penalty: 5729.000488
	Iteration 56Q: 3 clusters Score -1.595319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15953187.000000 Penalty: 5729.000488
	Iteration 57Q: 3 clusters Score -1.595319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15953188.000000 Penalty: 5729.000488
	Iteration 58Q: 3 clusters Score -1.595319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15953194.000000 Penalty: 5729.000488
	Iteration 59Q: 3 clusters Score -1.595319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15953203.000000 Penalty: 5729.000488
	Iteration 60F: 3 clusters Score -1.59532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15953219.000000 Penalty: 5729.000488
	Iteration 61Q: 3 clusters Score -1.595322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15953220.000000 Penalty: 5729.000488
	Iteration 62Q: 3 clusters Score -1.595322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15953220.000000 Penalty: 5729.000488
	Iteration 63Q: 3 clusters Score -1.595322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15953215.000000 Penalty: 5729.000488
	Iteration 64Q: 3 clusters Score -1.595322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15953224.000000 Penalty: 5729.000488
	Iteration 65Q: 3 clusters Score -1.595322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15953224.000000 Penalty: 5729.000488
	Iteration 66Q: 3 clusters Score -1.595322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15953225.000000 Penalty: 5729.000488
	Iteration 67Q: 3 clusters Score -1.595322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15953225.000000 Penalty: 5729.000488
	Iteration 68Q: 3 clusters Score -1.595322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15953228.000000 Penalty: 5729.000488
	Iteration 69Q: 3 clusters Score -1.595323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15953224.000000 Penalty: 5729.000488
	Iteration 70Q: 3 clusters Score -1.595322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15953223.000000 Penalty: 5729.000488
	Iteration 71Q: 3 clusters Score -1.595322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -15953221.000000 Penalty: 5729.000488
	Iteration 72Q: 3 clusters Score -1.595322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -15953221.000000 Penalty: 5729.000488
	Iteration 73F: 3 clusters Score -1.595322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 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 461 members 
Entering Unmasked Estep 
Score: -128508.320312 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128508.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128980.164062 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -128980.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129344.523438 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129344.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129538.617188 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129538.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129676.632812 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -129676.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129836.640625 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -129836.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129967.937500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -129967.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130097.453125 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130097.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130223.023438 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130343.781250 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -130370.125000 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130380.062500 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130383.625000 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130384.601562 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -130384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130384.601562 Penalty: 3402.368896
	Iteration 14F: 3 clusters Score -130384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 37444 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33674 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 55116 members 
Mstep: Class 7 contains 22579 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 56503 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104432 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 4043 members 
Mstep: Class 17 contains 87548 members 
Mstep: Class 18 contains 99449 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 48153 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 81123 members 
Mstep: Class 23 contains 13954 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47013 members 
Mstep: Class 26 contains 61745 members 
Mstep: Class 27 contains 103819 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785232.000000 Penalty: 95326.062500
Iteration 119Q: 29 clusters Score -1.377852e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 37457 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33659 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 6 contains 55956 members 
Mstep: Class 7 contains 22561 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 56483 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104524 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 99453 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 20 contains 48222 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 80874 members 
Mstep: Class 23 contains 13929 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 47010 members 
Mstep: Class 26 contains 61751 members 
Mstep: Class 27 contains 103720 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785200.000000 Penalty: 95326.062500
Iteration 120F: 29 clusters Score -1.377852e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 37460 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33648 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 6 contains 56812 members 
Mstep: Class 7 contains 22555 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 56481 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104604 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 86606 members 
Mstep: Class 18 contains 99431 members 
Mstep: Class 19 contains 4501 members 
Mstep: Class 20 contains 48266 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 80602 members 
Mstep: Class 23 contains 13904 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46990 members 
Mstep: Class 26 contains 61733 members 
Mstep: Class 27 contains 103608 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785280.000000 Penalty: 95326.062500
Iteration 121Q: 29 clusters Score -1.377853e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 37455 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33624 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 6 contains 57713 members 
Mstep: Class 7 contains 22555 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 56462 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104717 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 86140 members 
Mstep: Class 18 contains 99458 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 48326 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 80281 members 
Mstep: Class 23 contains 13857 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46962 members 
Mstep: Class 26 contains 61731 members 
Mstep: Class 27 contains 103493 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785840.000000 Penalty: 95326.062500
Iteration 122Q: 29 clusters Score -1.377858e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 37457 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33601 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 6 contains 58646 members 
Mstep: Class 7 contains 22553 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 8265 members 
Mstep: Class 11 contains 56433 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104774 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 4109 members 
Mstep: Class 17 contains 85726 members 
Mstep: Class 18 contains 99504 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 48376 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 79919 members 
Mstep: Class 23 contains 13831 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46940 members 
Mstep: Class 26 contains 61712 members 
Mstep: Class 27 contains 103343 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785936.000000 Penalty: 95326.062500
Iteration 123Q: 29 clusters Score -1.377859e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 37452 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33594 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 59626 members 
Mstep: Class 7 contains 22545 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 8248 members 
Mstep: Class 11 contains 56424 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104811 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 85300 members 
Mstep: Class 18 contains 99556 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 20 contains 48396 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 79501 members 
Mstep: Class 23 contains 13817 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46933 members 
Mstep: Class 26 contains 61678 members 
Mstep: Class 27 contains 103205 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786064.000000 Penalty: 95326.062500
Iteration 124Q: 29 clusters Score -1.377861e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 37446 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33580 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 6 contains 60599 members 
Mstep: Class 7 contains 22541 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 8231 members 
Mstep: Class 11 contains 56399 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104857 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4126 members 
Mstep: Class 17 contains 84918 members 
Mstep: Class 18 contains 99607 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 48437 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 79049 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46911 members 
Mstep: Class 26 contains 61659 members 
Mstep: Class 27 contains 103082 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785888.000000 Penalty: 95326.062500
Iteration 125Q: 29 clusters Score -1.377859e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 37434 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33564 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 61643 members 
Mstep: Class 7 contains 22540 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 56377 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104920 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 84522 members 
Mstep: Class 18 contains 99618 members 
Mstep: Class 19 contains 4291 members 
Mstep: Class 20 contains 48462 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 78503 members 
Mstep: Class 23 contains 13768 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46892 members 
Mstep: Class 26 contains 61640 members 
Mstep: Class 27 contains 102999 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785920.000000 Penalty: 95326.062500
Iteration 126Q: 29 clusters Score -1.377859e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 37413 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33523 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 62796 members 
Mstep: Class 7 contains 22550 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 56344 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104938 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 84144 members 
Mstep: Class 18 contains 99638 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 48472 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 77886 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 46884 members 
Mstep: Class 26 contains 61629 members 
Mstep: Class 27 contains 102921 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785856.000000 Penalty: 95326.062500
Iteration 127Q: 29 clusters Score -1.377859e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 37387 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33499 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 63982 members 
Mstep: Class 7 contains 22566 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 8217 members 
Mstep: Class 11 contains 56329 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104952 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 83822 members 
Mstep: Class 18 contains 99660 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 48479 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 77192 members 
Mstep: Class 23 contains 13731 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46870 members 
Mstep: Class 26 contains 61618 members 
Mstep: Class 27 contains 102818 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785808.000000 Penalty: 95326.062500
Iteration 128Q: 29 clusters Score -1.377858e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 37356 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33484 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 6 contains 65221 members 
Mstep: Class 7 contains 22589 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 8208 members 
Mstep: Class 11 contains 56312 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104992 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 83528 members 
Mstep: Class 18 contains 99656 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 48471 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 76444 members 
Mstep: Class 23 contains 13717 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46843 members 
Mstep: Class 26 contains 61573 members 
Mstep: Class 27 contains 102750 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785984.000000 Penalty: 95326.062500
Iteration 129Q: 29 clusters Score -1.37786e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 37311 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33474 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 6 contains 66553 members 
Mstep: Class 7 contains 22590 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 8195 members 
Mstep: Class 11 contains 56310 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104965 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 83256 members 
Mstep: Class 18 contains 99643 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 48465 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 75680 members 
Mstep: Class 23 contains 13722 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46805 members 
Mstep: Class 26 contains 61521 members 
Mstep: Class 27 contains 102679 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785712.000000 Penalty: 95326.062500
Iteration 130Q: 29 clusters Score -1.377857e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 37292 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33463 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 6 contains 67933 members 
Mstep: Class 7 contains 22585 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 8181 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104928 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 82947 members 
Mstep: Class 18 contains 99624 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 48454 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 74912 members 
Mstep: Class 23 contains 13710 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46784 members 
Mstep: Class 26 contains 61497 members 
Mstep: Class 27 contains 102579 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785856.000000 Penalty: 95326.062500
Iteration 131Q: 29 clusters Score -1.377859e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 37264 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33437 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 69254 members 
Mstep: Class 7 contains 22565 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 56285 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104900 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 82637 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 48442 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 74196 members 
Mstep: Class 23 contains 13697 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46775 members 
Mstep: Class 26 contains 61464 members 
Mstep: Class 27 contains 102533 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786064.000000 Penalty: 95326.062500
Iteration 132Q: 29 clusters Score -1.377861e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 37228 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33421 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 70587 members 
Mstep: Class 7 contains 22558 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 8143 members 
Mstep: Class 11 contains 56293 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104853 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 82303 members 
Mstep: Class 18 contains 99558 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 48416 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 73436 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46781 members 
Mstep: Class 26 contains 61427 members 
Mstep: Class 27 contains 102499 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786496.000000 Penalty: 95326.062500
Iteration 133Q: 29 clusters Score -1.377865e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 37201 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33394 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 71971 members 
Mstep: Class 7 contains 22559 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104846 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 82037 members 
Mstep: Class 18 contains 99477 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 48377 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 72585 members 
Mstep: Class 23 contains 13669 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46775 members 
Mstep: Class 26 contains 61391 members 
Mstep: Class 27 contains 102463 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786448.000000 Penalty: 95326.062500
Iteration 134Q: 29 clusters Score -1.377864e+08 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 37170 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 73378 members 
Mstep: Class 7 contains 22564 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 56306 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104833 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 81837 members 
Mstep: Class 18 contains 99396 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 48339 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 71652 members 
Mstep: Class 23 contains 13649 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46763 members 
Mstep: Class 26 contains 61381 members 
Mstep: Class 27 contains 102398 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786560.000000 Penalty: 95326.062500
Iteration 135Q: 29 clusters Score -1.377866e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 37160 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 74769 members 
Mstep: Class 7 contains 22574 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 8087 members 
Mstep: Class 11 contains 56310 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104848 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 81672 members 
Mstep: Class 18 contains 99314 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 48302 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 70631 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46771 members 
Mstep: Class 26 contains 61353 members 
Mstep: Class 27 contains 102355 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786288.000000 Penalty: 95326.062500
Iteration 136Q: 29 clusters Score -1.377863e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33358 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 76146 members 
Mstep: Class 7 contains 22571 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 56325 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104892 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 99279 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 48282 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 69578 members 
Mstep: Class 23 contains 13625 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46750 members 
Mstep: Class 26 contains 61294 members 
Mstep: Class 27 contains 102279 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785824.000000 Penalty: 95326.062500
Iteration 137Q: 29 clusters Score -1.377858e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33359 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 77535 members 
Mstep: Class 7 contains 22579 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104947 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 81475 members 
Mstep: Class 18 contains 99259 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 48268 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 68488 members 
Mstep: Class 23 contains 13610 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46711 members 
Mstep: Class 26 contains 61232 members 
Mstep: Class 27 contains 102166 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785984.000000 Penalty: 95326.062500
Iteration 138Q: 29 clusters Score -1.37786e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 37092 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 78932 members 
Mstep: Class 7 contains 22585 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 56278 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 104994 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 17 contains 81511 members 
Mstep: Class 18 contains 99251 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 48233 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 67323 members 
Mstep: Class 23 contains 13604 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46677 members 
Mstep: Class 26 contains 61188 members 
Mstep: Class 27 contains 102011 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786096.000000 Penalty: 95326.062500
Iteration 139Q: 29 clusters Score -1.377861e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 37079 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33354 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 80348 members 
Mstep: Class 7 contains 22579 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 8071 members 
Mstep: Class 11 contains 56251 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 105040 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 81630 members 
Mstep: Class 18 contains 99207 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 48208 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 66068 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46651 members 
Mstep: Class 26 contains 61146 members 
Mstep: Class 27 contains 101885 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785936.000000 Penalty: 95326.062500
Iteration 140F: 29 clusters Score -1.377859e+08 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 37057 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33322 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 81629 members 
Mstep: Class 7 contains 22577 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 8059 members 
Mstep: Class 11 contains 56253 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105083 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 17 contains 81860 members 
Mstep: Class 18 contains 99264 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 48197 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 64754 members 
Mstep: Class 23 contains 13574 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46622 members 
Mstep: Class 26 contains 61108 members 
Mstep: Class 27 contains 101739 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785648.000000 Penalty: 95326.062500
Iteration 141Q: 29 clusters Score -1.377856e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 37064 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33311 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 82782 members 
Mstep: Class 7 contains 22573 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 56243 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105155 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 82147 members 
Mstep: Class 18 contains 99333 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 48184 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 63396 members 
Mstep: Class 23 contains 13574 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46584 members 
Mstep: Class 26 contains 61085 members 
Mstep: Class 27 contains 101644 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785424.000000 Penalty: 95326.062500
Iteration 142Q: 29 clusters Score -1.377854e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 37077 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33309 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 6 contains 83813 members 
Mstep: Class 7 contains 22554 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 8032 members 
Mstep: Class 11 contains 56252 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105213 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 82436 members 
Mstep: Class 18 contains 99403 members 
Mstep: Class 19 contains 3674 members 
Mstep: Class 20 contains 48163 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 62101 members 
Mstep: Class 23 contains 13573 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46551 members 
Mstep: Class 26 contains 61075 members 
Mstep: Class 27 contains 101576 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785616.000000 Penalty: 95326.062500
Iteration 143Q: 29 clusters Score -1.377856e+08 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 37115 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33314 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 84676 members 
Mstep: Class 7 contains 22534 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 56266 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105227 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 82800 members 
Mstep: Class 18 contains 99510 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 48145 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 60866 members 
Mstep: Class 23 contains 13571 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46507 members 
Mstep: Class 26 contains 61070 members 
Mstep: Class 27 contains 101500 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785296.000000 Penalty: 95326.062500
Iteration 144Q: 29 clusters Score -1.377853e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 37167 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33310 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 85387 members 
Mstep: Class 7 contains 22501 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105213 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 83198 members 
Mstep: Class 18 contains 99592 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 48117 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 59684 members 
Mstep: Class 23 contains 13562 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46486 members 
Mstep: Class 26 contains 61109 members 
Mstep: Class 27 contains 101445 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785232.000000 Penalty: 95326.062500
Iteration 145Q: 29 clusters Score -1.377852e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 37211 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33327 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 85966 members 
Mstep: Class 7 contains 22469 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 8026 members 
Mstep: Class 11 contains 56360 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105226 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 83593 members 
Mstep: Class 18 contains 99657 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 48102 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58607 members 
Mstep: Class 23 contains 13554 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46466 members 
Mstep: Class 26 contains 61149 members 
Mstep: Class 27 contains 101377 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 29 clusters Score -1.377849e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 37285 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 86496 members 
Mstep: Class 7 contains 22445 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 56415 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105213 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 84047 members 
Mstep: Class 18 contains 99711 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 48076 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 57535 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46445 members 
Mstep: Class 26 contains 61154 members 
Mstep: Class 27 contains 101334 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784640.000000 Penalty: 95326.062500
Iteration 147Q: 29 clusters Score -1.377846e+08 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 37323 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 87045 members 
Mstep: Class 7 contains 22411 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 8015 members 
Mstep: Class 11 contains 56477 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105172 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 84537 members 
Mstep: Class 18 contains 99768 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 48046 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 56489 members 
Mstep: Class 23 contains 13557 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46433 members 
Mstep: Class 26 contains 61165 members 
Mstep: Class 27 contains 101265 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784880.000000 Penalty: 95326.062500
Iteration 148Q: 29 clusters Score -1.377849e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 37364 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 87527 members 
Mstep: Class 7 contains 22364 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 8004 members 
Mstep: Class 11 contains 56554 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105108 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 84994 members 
Mstep: Class 18 contains 99831 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 55593 members 
Mstep: Class 23 contains 13557 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46412 members 
Mstep: Class 26 contains 61173 members 
Mstep: Class 27 contains 101195 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784688.000000 Penalty: 95326.062500
Iteration 149Q: 29 clusters Score -1.377847e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 37442 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33351 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 87967 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7989 members 
Mstep: Class 11 contains 56615 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105100 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 85414 members 
Mstep: Class 18 contains 99822 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 48009 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 54774 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46383 members 
Mstep: Class 26 contains 61154 members 
Mstep: Class 27 contains 101132 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784512.000000 Penalty: 95326.062500
Iteration 150Q: 29 clusters Score -1.377845e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 37524 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33351 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 22288 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 56683 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105069 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 85823 members 
Mstep: Class 18 contains 99859 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 47974 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53936 members 
Mstep: Class 23 contains 13526 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46371 members 
Mstep: Class 26 contains 61185 members 
Mstep: Class 27 contains 101061 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784448.000000 Penalty: 95326.062500
Iteration 151Q: 29 clusters Score -1.377844e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 37613 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33344 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 88654 members 
Mstep: Class 7 contains 22257 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 56749 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105074 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 86179 members 
Mstep: Class 18 contains 99927 members 
Mstep: Class 19 contains 3357 members 
Mstep: Class 20 contains 47959 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53196 members 
Mstep: Class 23 contains 13494 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46364 members 
Mstep: Class 26 contains 61198 members 
Mstep: Class 27 contains 100941 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784512.000000 Penalty: 95326.062500
Iteration 152Q: 29 clusters Score -1.377845e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 37694 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33345 members 
Mstep: Class 5 contains 4981 members 
Mstep: Class 6 contains 88850 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 56810 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105067 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 86528 members 
Mstep: Class 18 contains 99961 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 47944 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 52614 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46348 members 
Mstep: Class 26 contains 61243 members 
Mstep: Class 27 contains 100857 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784544.000000 Penalty: 95326.062500
Iteration 153Q: 29 clusters Score -1.377845e+08 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 37758 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 88936 members 
Mstep: Class 7 contains 22154 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 56863 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105052 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 86940 members 
Mstep: Class 18 contains 99975 members 
Mstep: Class 19 contains 3290 members 
Mstep: Class 20 contains 47915 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 52122 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46332 members 
Mstep: Class 26 contains 61298 members 
Mstep: Class 27 contains 100768 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784688.000000 Penalty: 95326.062500
Iteration 154Q: 29 clusters Score -1.377847e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 37834 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 4980 members 
Mstep: Class 6 contains 88883 members 
Mstep: Class 7 contains 22091 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7903 members 
Mstep: Class 11 contains 56934 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104995 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 4329 members 
Mstep: Class 17 contains 87401 members 
Mstep: Class 18 contains 100025 members 
Mstep: Class 19 contains 3250 members 
Mstep: Class 20 contains 47874 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51672 members 
Mstep: Class 23 contains 13391 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46327 members 
Mstep: Class 26 contains 61377 members 
Mstep: Class 27 contains 100696 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784656.000000 Penalty: 95326.062500
Iteration 155Q: 29 clusters Score -1.377847e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 37883 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 88600 members 
Mstep: Class 7 contains 22033 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 57048 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104942 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 87877 members 
Mstep: Class 18 contains 100123 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 47827 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51319 members 
Mstep: Class 23 contains 13354 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46322 members 
Mstep: Class 26 contains 61474 members 
Mstep: Class 27 contains 100648 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784416.000000 Penalty: 95326.062500
Iteration 156Q: 29 clusters Score -1.377844e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 37950 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33388 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 88177 members 
Mstep: Class 7 contains 21960 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 57185 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104877 members 
Mstep: Class 15 contains 2021 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 88354 members 
Mstep: Class 18 contains 100202 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 47774 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51063 members 
Mstep: Class 23 contains 13339 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46321 members 
Mstep: Class 26 contains 61603 members 
Mstep: Class 27 contains 100589 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784352.000000 Penalty: 95326.062500
Iteration 157Q: 29 clusters Score -1.377844e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 38048 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33398 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 87632 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 57297 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104842 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 88746 members 
Mstep: Class 18 contains 100308 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 47723 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50872 members 
Mstep: Class 23 contains 13323 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46301 members 
Mstep: Class 26 contains 61729 members 
Mstep: Class 27 contains 100594 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784064.000000 Penalty: 95326.062500
Iteration 158Q: 29 clusters Score -1.377841e+08 nChanged 4224
Entering ConstructFrom: 
Score: -137784064.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (26833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Entering Unmasked Estep 
Score: -3893014.500000 Penalty: 2528.952148
	Iteration 0F: 2 clusters Score -3893014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3874596.500000 Penalty: 5057.904297
	Iteration 0F: 3 clusters Score -3874596 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3881107.500000 Penalty: 5057.904297
	Iteration 1F: 3 clusters Score -3881108 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3881514.500000 Penalty: 5057.904297
	Iteration 2Q: 3 clusters Score -3881514 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3881871.250000 Penalty: 5057.904297
	Iteration 3Q: 3 clusters Score -3881871 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3882276.000000 Penalty: 5057.904297
	Iteration 4Q: 3 clusters Score -3882276 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3882679.500000 Penalty: 5057.904297
	Iteration 5Q: 3 clusters Score -3882680 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3883157.500000 Penalty: 5057.904297
	Iteration 6Q: 3 clusters Score -3883158 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3883731.750000 Penalty: 5057.904297
	Iteration 7Q: 3 clusters Score -3883732 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3884353.500000 Penalty: 5057.904297
	Iteration 8Q: 3 clusters Score -3884354 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3885055.750000 Penalty: 5057.904297
	Iteration 9Q: 3 clusters Score -3885056 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3885846.000000 Penalty: 5057.904297
	Iteration 10Q: 3 clusters Score -3885846 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3886688.500000 Penalty: 5057.904297
	Iteration 11Q: 3 clusters Score -3886688 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3887429.500000 Penalty: 5057.904297
	Iteration 12Q: 3 clusters Score -3887430 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3888115.250000 Penalty: 5057.904297
	Iteration 13Q: 3 clusters Score -3888115 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3888635.500000 Penalty: 5057.904297
	Iteration 14Q: 3 clusters Score -3888636 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3889027.250000 Penalty: 5057.904297
	Iteration 15Q: 3 clusters Score -3889027 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3889331.000000 Penalty: 5057.904297
	Iteration 16Q: 3 clusters Score -3889331 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3889583.000000 Penalty: 5057.904297
	Iteration 17Q: 3 clusters Score -3889583 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3889783.750000 Penalty: 5057.904297
	Iteration 18Q: 3 clusters Score -3889784 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3889982.000000 Penalty: 5057.904297
	Iteration 19Q: 3 clusters Score -3889982 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3890110.500000 Penalty: 5057.904297
	Iteration 20F: 3 clusters Score -3890110 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3890221.000000 Penalty: 5057.904297
	Iteration 21Q: 3 clusters Score -3890221 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3890324.500000 Penalty: 5057.904297
	Iteration 22Q: 3 clusters Score -3890324 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3890410.750000 Penalty: 5057.904297
	Iteration 23Q: 3 clusters Score -3890411 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3890490.750000 Penalty: 5057.904297
	Iteration 24Q: 3 clusters Score -3890491 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3890543.750000 Penalty: 5057.904297
	Iteration 25Q: 3 clusters Score -3890544 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3890622.500000 Penalty: 5057.904297
	Iteration 26Q: 3 clusters Score -3890622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3890665.250000 Penalty: 5057.904297
	Iteration 27Q: 3 clusters Score -3890665 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3890721.250000 Penalty: 5057.904297
	Iteration 28Q: 3 clusters Score -3890721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3890775.000000 Penalty: 5057.904297
	Iteration 29Q: 3 clusters Score -3890775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3890809.500000 Penalty: 5057.904297
	Iteration 30Q: 3 clusters Score -3890810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3890844.250000 Penalty: 5057.904297
	Iteration 31Q: 3 clusters Score -3890844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3890850.250000 Penalty: 5057.904297
	Iteration 32Q: 3 clusters Score -3890850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3890885.500000 Penalty: 5057.904297
	Iteration 33Q: 3 clusters Score -3890886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3890911.500000 Penalty: 5057.904297
	Iteration 34Q: 3 clusters Score -3890912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3890932.500000 Penalty: 5057.904297
	Iteration 35Q: 3 clusters Score -3890932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3890955.500000 Penalty: 5057.904297
	Iteration 36Q: 3 clusters Score -3890956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3890975.000000 Penalty: 5057.904297
	Iteration 37Q: 3 clusters Score -3890975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3891003.750000 Penalty: 5057.904297
	Iteration 38Q: 3 clusters Score -3891004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3891011.000000 Penalty: 5057.904297
	Iteration 39Q: 3 clusters Score -3891011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3891033.250000 Penalty: 5057.904297
	Iteration 40F: 3 clusters Score -3891033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3891040.750000 Penalty: 5057.904297
	Iteration 41Q: 3 clusters Score -3891041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3891066.500000 Penalty: 5057.904297
	Iteration 42Q: 3 clusters Score -3891066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3891099.500000 Penalty: 5057.904297
	Iteration 43Q: 3 clusters Score -3891100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3891127.250000 Penalty: 5057.904297
	Iteration 44Q: 3 clusters Score -3891127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3891142.250000 Penalty: 5057.904297
	Iteration 45Q: 3 clusters Score -3891142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3891166.500000 Penalty: 5057.904297
	Iteration 46Q: 3 clusters Score -3891166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3891183.250000 Penalty: 5057.904297
	Iteration 47Q: 3 clusters Score -3891183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3891202.250000 Penalty: 5057.904297
	Iteration 48Q: 3 clusters Score -3891202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3891219.750000 Penalty: 5057.904297
	Iteration 49Q: 3 clusters Score -3891220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3891215.750000 Penalty: 5057.904297
	Iteration 50Q: 3 clusters Score -3891216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3891236.750000 Penalty: 5057.904297
	Iteration 51Q: 3 clusters Score -3891237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3891254.000000 Penalty: 5057.904297
	Iteration 52Q: 3 clusters Score -3891254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3891262.750000 Penalty: 5057.904297
	Iteration 53Q: 3 clusters Score -3891263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3891272.750000 Penalty: 5057.904297
	Iteration 54Q: 3 clusters Score -3891273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3891275.250000 Penalty: 5057.904297
	Iteration 55Q: 3 clusters Score -3891275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3891289.500000 Penalty: 5057.904297
	Iteration 56Q: 3 clusters Score -3891290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3891294.750000 Penalty: 5057.904297
	Iteration 57Q: 3 clusters Score -3891295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3891298.250000 Penalty: 5057.904297
	Iteration 58Q: 3 clusters Score -3891298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3891297.250000 Penalty: 5057.904297
	Iteration 59Q: 3 clusters Score -3891297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3891291.000000 Penalty: 5057.904297
	Iteration 60F: 3 clusters Score -3891291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3891301.750000 Penalty: 5057.904297
	Iteration 61Q: 3 clusters Score -3891302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3891302.500000 Penalty: 5057.904297
	Iteration 62Q: 3 clusters Score -3891302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3891308.500000 Penalty: 5057.904297
	Iteration 63Q: 3 clusters Score -3891308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3891313.250000 Penalty: 5057.904297
	Iteration 64Q: 3 clusters Score -3891313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3891317.500000 Penalty: 5057.904297
	Iteration 65Q: 3 clusters Score -3891318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3891328.000000 Penalty: 5057.904297
	Iteration 66Q: 3 clusters Score -3891328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3891330.750000 Penalty: 5057.904297
	Iteration 67Q: 3 clusters Score -3891331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3891342.250000 Penalty: 5057.904297
	Iteration 68Q: 3 clusters Score -3891342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3891348.500000 Penalty: 5057.904297
	Iteration 69Q: 3 clusters Score -3891348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3891352.000000 Penalty: 5057.904297
	Iteration 70Q: 3 clusters Score -3891352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3891354.000000 Penalty: 5057.904297
	Iteration 71Q: 3 clusters Score -3891354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3891351.750000 Penalty: 5057.904297
	Iteration 72Q: 3 clusters Score -3891352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3891352.250000 Penalty: 5057.904297
	Iteration 73Q: 3 clusters Score -3891352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3891348.500000 Penalty: 5057.904297
	Iteration 74Q: 3 clusters Score -3891348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3891352.500000 Penalty: 5057.904297
	Iteration 75Q: 3 clusters Score -3891352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3891354.000000 Penalty: 5057.904297
	Iteration 76Q: 3 clusters Score -3891354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3891358.000000 Penalty: 5057.904297
	Iteration 77Q: 3 clusters Score -3891358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3891365.500000 Penalty: 5057.904297
	Iteration 78Q: 3 clusters Score -3891366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3891366.250000 Penalty: 5057.904297
	Iteration 79Q: 3 clusters Score -3891366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3891369.500000 Penalty: 5057.904297
	Iteration 80F: 3 clusters Score -3891370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3891369.750000 Penalty: 5057.904297
	Iteration 81Q: 3 clusters Score -3891370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3891373.250000 Penalty: 5057.904297
	Iteration 82Q: 3 clusters Score -3891373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3891379.000000 Penalty: 5057.904297
	Iteration 83Q: 3 clusters Score -3891379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3891387.000000 Penalty: 5057.904297
	Iteration 84Q: 3 clusters Score -3891387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3891392.750000 Penalty: 5057.904297
	Iteration 85Q: 3 clusters Score -3891393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3891392.250000 Penalty: 5057.904297
	Iteration 86Q: 3 clusters Score -3891392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3891394.000000 Penalty: 5057.904297
	Iteration 87Q: 3 clusters Score -3891394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3891394.000000 Penalty: 5057.904297
	Iteration 88Q: 3 clusters Score -3891394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3891401.250000 Penalty: 5057.904297
	Iteration 89Q: 3 clusters Score -3891401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3891405.750000 Penalty: 5057.904297
	Iteration 90Q: 3 clusters Score -3891406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3891403.500000 Penalty: 5057.904297
	Iteration 91Q: 3 clusters Score -3891404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3891403.500000 Penalty: 5057.904297
	Iteration 92Q: 3 clusters Score -3891404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3891404.750000 Penalty: 5057.904297
	Iteration 93Q: 3 clusters Score -3891405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3891404.750000 Penalty: 5057.904297
	Iteration 94F: 3 clusters Score -3891405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Entering Unmasked Estep 
Score: -5910553.000000 Penalty: 2616.150391
	Iteration 0F: 2 clusters Score -5910553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5884584.500000 Penalty: 5232.300781
	Iteration 0F: 3 clusters Score -5884584 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5894300.500000 Penalty: 5232.300781
	Iteration 1F: 3 clusters Score -5894300 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5894923.500000 Penalty: 5232.300781
	Iteration 2Q: 3 clusters Score -5894924 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5895479.000000 Penalty: 5232.300781
	Iteration 3Q: 3 clusters Score -5895479 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5896161.500000 Penalty: 5232.300781
	Iteration 4Q: 3 clusters Score -5896162 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5897003.000000 Penalty: 5232.300781
	Iteration 5Q: 3 clusters Score -5897003 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -5898195.500000 Penalty: 5232.300781
	Iteration 6F: 3 clusters Score -5898196 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5899956.500000 Penalty: 5232.300781
	Iteration 7F: 3 clusters Score -5899956 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5902250.000000 Penalty: 5232.300781
	Iteration 8F: 3 clusters Score -5902250 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -5904622.500000 Penalty: 5232.300781
	Iteration 9F: 3 clusters Score -5904622 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5906563.000000 Penalty: 5232.300781
	Iteration 10F: 3 clusters Score -5906563 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5907815.500000 Penalty: 5232.300781
	Iteration 11Q: 3 clusters Score -5907816 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5908522.000000 Penalty: 5232.300781
	Iteration 12Q: 3 clusters Score -5908522 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5908887.000000 Penalty: 5232.300781
	Iteration 13Q: 3 clusters Score -5908887 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5909047.500000 Penalty: 5232.300781
	Iteration 14Q: 3 clusters Score -5909048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5909120.500000 Penalty: 5232.300781
	Iteration 15Q: 3 clusters Score -5909120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5909154.000000 Penalty: 5232.300781
	Iteration 16Q: 3 clusters Score -5909154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5909182.500000 Penalty: 5232.300781
	Iteration 17Q: 3 clusters Score -5909182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5909181.000000 Penalty: 5232.300781
	Iteration 18Q: 3 clusters Score -5909181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5909199.500000 Penalty: 5232.300781
	Iteration 19Q: 3 clusters Score -5909200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5909209.000000 Penalty: 5232.300781
	Iteration 20F: 3 clusters Score -5909209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5909221.000000 Penalty: 5232.300781
	Iteration 21Q: 3 clusters Score -5909221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5909225.500000 Penalty: 5232.300781
	Iteration 22Q: 3 clusters Score -5909226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5909231.000000 Penalty: 5232.300781
	Iteration 23Q: 3 clusters Score -5909231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5909236.500000 Penalty: 5232.300781
	Iteration 24Q: 3 clusters Score -5909236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5909237.500000 Penalty: 5232.300781
	Iteration 25Q: 3 clusters Score -5909238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5909241.000000 Penalty: 5232.300781
	Iteration 26Q: 3 clusters Score -5909241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5909248.500000 Penalty: 5232.300781
	Iteration 27Q: 3 clusters Score -5909248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5909248.500000 Penalty: 5232.300781
	Iteration 28F: 3 clusters Score -5909248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -22310.316406 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -22310.32 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 115 members 
Entering Unmasked Estep 
Score: -21274.605469 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -21274.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21351.283203 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -21351.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21366.380859 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -21366.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21371.730469 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -21371.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21371.730469 Penalty: 2677.488770
	Iteration 4F: 3 clusters Score -21371.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Entering Unmasked Estep 
Score: -5153252.500000 Penalty: 2583.312012
	Iteration 0F: 2 clusters Score -5153252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5130546.500000 Penalty: 5166.624023
	Iteration 0F: 3 clusters Score -5130546 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5138611.000000 Penalty: 5166.624023
	Iteration 1F: 3 clusters Score -5138611 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5139045.000000 Penalty: 5166.624023
	Iteration 2Q: 3 clusters Score -5139045 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5139493.000000 Penalty: 5166.624023
	Iteration 3Q: 3 clusters Score -5139493 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5139957.000000 Penalty: 5166.624023
	Iteration 4Q: 3 clusters Score -5139957 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5140476.000000 Penalty: 5166.624023
	Iteration 5Q: 3 clusters Score -5140476 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5141119.000000 Penalty: 5166.624023
	Iteration 6Q: 3 clusters Score -5141119 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5141860.500000 Penalty: 5166.624023
	Iteration 7Q: 3 clusters Score -5141860 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5142657.000000 Penalty: 5166.624023
	Iteration 8Q: 3 clusters Score -5142657 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5143532.000000 Penalty: 5166.624023
	Iteration 9Q: 3 clusters Score -5143532 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5144497.000000 Penalty: 5166.624023
	Iteration 10Q: 3 clusters Score -5144497 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5145370.500000 Penalty: 5166.624023
	Iteration 11Q: 3 clusters Score -5145370 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5146001.000000 Penalty: 5166.624023
	Iteration 12Q: 3 clusters Score -5146001 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5146426.000000 Penalty: 5166.624023
	Iteration 13Q: 3 clusters Score -5146426 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5146633.500000 Penalty: 5166.624023
	Iteration 14Q: 3 clusters Score -5146634 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5146772.000000 Penalty: 5166.624023
	Iteration 15Q: 3 clusters Score -5146772 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5146855.500000 Penalty: 5166.624023
	Iteration 16Q: 3 clusters Score -5146856 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5146946.500000 Penalty: 5166.624023
	Iteration 17Q: 3 clusters Score -5146946 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5147005.000000 Penalty: 5166.624023
	Iteration 18Q: 3 clusters Score -5147005 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5147073.500000 Penalty: 5166.624023
	Iteration 19Q: 3 clusters Score -5147074 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5147146.000000 Penalty: 5166.624023
	Iteration 20F: 3 clusters Score -5147146 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5147193.500000 Penalty: 5166.624023
	Iteration 21Q: 3 clusters Score -5147194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5147250.000000 Penalty: 5166.624023
	Iteration 22Q: 3 clusters Score -5147250 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -5147262.500000 Penalty: 5166.624023
	Iteration 23Q: 3 clusters Score -5147262 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5147314.000000 Penalty: 5166.624023
	Iteration 24Q: 3 clusters Score -5147314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5147365.500000 Penalty: 5166.624023
	Iteration 25Q: 3 clusters Score -5147366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5147416.000000 Penalty: 5166.624023
	Iteration 26Q: 3 clusters Score -5147416 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5147456.500000 Penalty: 5166.624023
	Iteration 27Q: 3 clusters Score -5147456 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5147520.000000 Penalty: 5166.624023
	Iteration 28Q: 3 clusters Score -5147520 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5147618.500000 Penalty: 5166.624023
	Iteration 29Q: 3 clusters Score -5147618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -5147690.500000 Penalty: 5166.624023
	Iteration 30Q: 3 clusters Score -5147690 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5147765.000000 Penalty: 5166.624023
	Iteration 31Q: 3 clusters Score -5147765 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5147820.000000 Penalty: 5166.624023
	Iteration 32Q: 3 clusters Score -5147820 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5147888.500000 Penalty: 5166.624023
	Iteration 33Q: 3 clusters Score -5147888 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -5147945.000000 Penalty: 5166.624023
	Iteration 34Q: 3 clusters Score -5147945 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5147989.500000 Penalty: 5166.624023
	Iteration 35Q: 3 clusters Score -5147990 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5148041.000000 Penalty: 5166.624023
	Iteration 36Q: 3 clusters Score -5148041 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5148114.000000 Penalty: 5166.624023
	Iteration 37Q: 3 clusters Score -5148114 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5148173.500000 Penalty: 5166.624023
	Iteration 38Q: 3 clusters Score -5148174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -5148210.500000 Penalty: 5166.624023
	Iteration 39Q: 3 clusters Score -5148210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5148240.000000 Penalty: 5166.624023
	Iteration 40F: 3 clusters Score -5148240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5148287.500000 Penalty: 5166.624023
	Iteration 41Q: 3 clusters Score -5148288 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5148346.000000 Penalty: 5166.624023
	Iteration 42Q: 3 clusters Score -5148346 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5148408.500000 Penalty: 5166.624023
	Iteration 43Q: 3 clusters Score -5148408 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5148461.000000 Penalty: 5166.624023
	Iteration 44Q: 3 clusters Score -5148461 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5148542.000000 Penalty: 5166.624023
	Iteration 45Q: 3 clusters Score -5148542 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5148579.000000 Penalty: 5166.624023
	Iteration 46Q: 3 clusters Score -5148579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5148626.500000 Penalty: 5166.624023
	Iteration 47Q: 3 clusters Score -5148626 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5148703.500000 Penalty: 5166.624023
	Iteration 48Q: 3 clusters Score -5148704 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5148770.000000 Penalty: 5166.624023
	Iteration 49Q: 3 clusters Score -5148770 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5148852.500000 Penalty: 5166.624023
	Iteration 50Q: 3 clusters Score -5148852 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -5148901.500000 Penalty: 5166.624023
	Iteration 51Q: 3 clusters Score -5148902 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5148962.500000 Penalty: 5166.624023
	Iteration 52Q: 3 clusters Score -5148962 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5149004.500000 Penalty: 5166.624023
	Iteration 53Q: 3 clusters Score -5149004 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5149081.500000 Penalty: 5166.624023
	Iteration 54Q: 3 clusters Score -5149082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5149121.000000 Penalty: 5166.624023
	Iteration 55Q: 3 clusters Score -5149121 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5149186.000000 Penalty: 5166.624023
	Iteration 56Q: 3 clusters Score -5149186 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -5149268.500000 Penalty: 5166.624023
	Iteration 57Q: 3 clusters Score -5149268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -5149319.500000 Penalty: 5166.624023
	Iteration 58Q: 3 clusters Score -5149320 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5149382.000000 Penalty: 5166.624023
	Iteration 59Q: 3 clusters Score -5149382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5149459.500000 Penalty: 5166.624023
	Iteration 60F: 3 clusters Score -5149460 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5149519.500000 Penalty: 5166.624023
	Iteration 61Q: 3 clusters Score -5149520 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5149588.500000 Penalty: 5166.624023
	Iteration 62Q: 3 clusters Score -5149588 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5149641.500000 Penalty: 5166.624023
	Iteration 63Q: 3 clusters Score -5149642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5149712.500000 Penalty: 5166.624023
	Iteration 64Q: 3 clusters Score -5149712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -5149759.500000 Penalty: 5166.624023
	Iteration 65Q: 3 clusters Score -5149760 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5149802.000000 Penalty: 5166.624023
	Iteration 66Q: 3 clusters Score -5149802 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5149847.500000 Penalty: 5166.624023
	Iteration 67Q: 3 clusters Score -5149848 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -5149912.500000 Penalty: 5166.624023
	Iteration 68Q: 3 clusters Score -5149912 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5149979.000000 Penalty: 5166.624023
	Iteration 69Q: 3 clusters Score -5149979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5150042.500000 Penalty: 5166.624023
	Iteration 70Q: 3 clusters Score -5150042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5150104.000000 Penalty: 5166.624023
	Iteration 71Q: 3 clusters Score -5150104 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5150155.500000 Penalty: 5166.624023
	Iteration 72Q: 3 clusters Score -5150156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5150215.500000 Penalty: 5166.624023
	Iteration 73Q: 3 clusters Score -5150216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5150256.000000 Penalty: 5166.624023
	Iteration 74Q: 3 clusters Score -5150256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -5150315.500000 Penalty: 5166.624023
	Iteration 75Q: 3 clusters Score -5150316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5150358.500000 Penalty: 5166.624023
	Iteration 76Q: 3 clusters Score -5150358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -5150387.500000 Penalty: 5166.624023
	Iteration 77Q: 3 clusters Score -5150388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -5150401.500000 Penalty: 5166.624023
	Iteration 78Q: 3 clusters Score -5150402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -5150413.500000 Penalty: 5166.624023
	Iteration 79Q: 3 clusters Score -5150414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5150428.000000 Penalty: 5166.624023
	Iteration 80F: 3 clusters Score -5150428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -5150474.000000 Penalty: 5166.624023
	Iteration 81Q: 3 clusters Score -5150474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5150510.500000 Penalty: 5166.624023
	Iteration 82Q: 3 clusters Score -5150510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5150538.500000 Penalty: 5166.624023
	Iteration 83Q: 3 clusters Score -5150538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5150574.000000 Penalty: 5166.624023
	Iteration 84Q: 3 clusters Score -5150574 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5150597.500000 Penalty: 5166.624023
	Iteration 85Q: 3 clusters Score -5150598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -5150622.000000 Penalty: 5166.624023
	Iteration 86Q: 3 clusters Score -5150622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5150640.500000 Penalty: 5166.624023
	Iteration 87Q: 3 clusters Score -5150640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -5150667.500000 Penalty: 5166.624023
	Iteration 88Q: 3 clusters Score -5150668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5150679.500000 Penalty: 5166.624023
	Iteration 89Q: 3 clusters Score -5150680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5150710.000000 Penalty: 5166.624023
	Iteration 90Q: 3 clusters Score -5150710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -5150728.500000 Penalty: 5166.624023
	Iteration 91Q: 3 clusters Score -5150728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5150747.500000 Penalty: 5166.624023
	Iteration 92Q: 3 clusters Score -5150748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5150772.000000 Penalty: 5166.624023
	Iteration 93Q: 3 clusters Score -5150772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -5150809.000000 Penalty: 5166.624023
	Iteration 94Q: 3 clusters Score -5150809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5150831.000000 Penalty: 5166.624023
	Iteration 95Q: 3 clusters Score -5150831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5150841.500000 Penalty: 5166.624023
	Iteration 96Q: 3 clusters Score -5150842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5150867.500000 Penalty: 5166.624023
	Iteration 97Q: 3 clusters Score -5150868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -5150877.500000 Penalty: 5166.624023
	Iteration 98Q: 3 clusters Score -5150878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5150890.000000 Penalty: 5166.624023
	Iteration 99Q: 3 clusters Score -5150890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -5150905.500000 Penalty: 5166.624023
	Iteration 100F: 3 clusters Score -5150906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -5150923.000000 Penalty: 5166.624023
	Iteration 101Q: 3 clusters Score -5150923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5150930.000000 Penalty: 5166.624023
	Iteration 102Q: 3 clusters Score -5150930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5150952.000000 Penalty: 5166.624023
	Iteration 103Q: 3 clusters Score -5150952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -5150966.000000 Penalty: 5166.624023
	Iteration 104Q: 3 clusters Score -5150966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5150964.000000 Penalty: 5166.624023
	Iteration 105Q: 3 clusters Score -5150964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -5150970.500000 Penalty: 5166.624023
	Iteration 106Q: 3 clusters Score -5150970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5150983.000000 Penalty: 5166.624023
	Iteration 107Q: 3 clusters Score -5150983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5150987.000000 Penalty: 5166.624023
	Iteration 108Q: 3 clusters Score -5150987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -5150990.500000 Penalty: 5166.624023
	Iteration 109Q: 3 clusters Score -5150990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5150986.500000 Penalty: 5166.624023
	Iteration 110Q: 3 clusters Score -5150986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5150993.500000 Penalty: 5166.624023
	Iteration 111Q: 3 clusters Score -5150994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -5151015.500000 Penalty: 5166.624023
	Iteration 112Q: 3 clusters Score -5151016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5151019.000000 Penalty: 5166.624023
	Iteration 113Q: 3 clusters Score -5151019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5151023.500000 Penalty: 5166.624023
	Iteration 114Q: 3 clusters Score -5151024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -5151023.000000 Penalty: 5166.624023
	Iteration 115Q: 3 clusters Score -5151023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -5151025.000000 Penalty: 5166.624023
	Iteration 116Q: 3 clusters Score -5151025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -5151028.000000 Penalty: 5166.624023
	Iteration 117Q: 3 clusters Score -5151028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5151031.000000 Penalty: 5166.624023
	Iteration 118Q: 3 clusters Score -5151031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5151030.500000 Penalty: 5166.624023
	Iteration 119Q: 3 clusters Score -5151030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5151026.000000 Penalty: 5166.624023
	Iteration 120F: 3 clusters Score -5151026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -5151032.000000 Penalty: 5166.624023
	Iteration 121Q: 3 clusters Score -5151032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5151036.500000 Penalty: 5166.624023
	Iteration 122Q: 3 clusters Score -5151036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5151038.000000 Penalty: 5166.624023
	Iteration 123Q: 3 clusters Score -5151038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5151041.500000 Penalty: 5166.624023
	Iteration 124Q: 3 clusters Score -5151042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -5151036.500000 Penalty: 5166.624023
	Iteration 125Q: 3 clusters Score -5151036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -5151037.000000 Penalty: 5166.624023
	Iteration 126Q: 3 clusters Score -5151037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5151039.000000 Penalty: 5166.624023
	Iteration 127Q: 3 clusters Score -5151039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -5151042.000000 Penalty: 5166.624023
	Iteration 128Q: 3 clusters Score -5151042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5151046.000000 Penalty: 5166.624023
	Iteration 129Q: 3 clusters Score -5151046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -5151044.500000 Penalty: 5166.624023
	Iteration 130Q: 3 clusters Score -5151044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5151043.500000 Penalty: 5166.624023
	Iteration 131Q: 3 clusters Score -5151044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -5151038.500000 Penalty: 5166.624023
	Iteration 132Q: 3 clusters Score -5151038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5151043.500000 Penalty: 5166.624023
	Iteration 133Q: 3 clusters Score -5151044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5151043.000000 Penalty: 5166.624023
	Iteration 134Q: 3 clusters Score -5151043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5151043.500000 Penalty: 5166.624023
	Iteration 135Q: 3 clusters Score -5151044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5151043.500000 Penalty: 5166.624023
	Iteration 136Q: 3 clusters Score -5151044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5151045.500000 Penalty: 5166.624023
	Iteration 137Q: 3 clusters Score -5151046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5151048.500000 Penalty: 5166.624023
	Iteration 138Q: 3 clusters Score -5151048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -5151055.500000 Penalty: 5166.624023
	Iteration 139Q: 3 clusters Score -5151056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5151058.000000 Penalty: 5166.624023
	Iteration 140F: 3 clusters Score -5151058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -5151060.000000 Penalty: 5166.624023
	Iteration 141Q: 3 clusters Score -5151060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5151063.000000 Penalty: 5166.624023
	Iteration 142Q: 3 clusters Score -5151063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5151061.500000 Penalty: 5166.624023
	Iteration 143Q: 3 clusters Score -5151062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5151061.500000 Penalty: 5166.624023
	Iteration 144F: 3 clusters Score -5151062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -734363.562500 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -734363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -729878.500000 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -729878.5 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -730884.187500 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -730884.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -731108.312500 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -731108.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -731249.937500 Penalty: 4219.843262
	Iteration 3F: 3 clusters Score -731249.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -731360.375000 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -731360.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -731455.125000 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -731455.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -731542.375000 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -731542.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -731625.875000 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -731625.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -731713.500000 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -731713.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -731799.812500 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -731799.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -731898.187500 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -731898.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -731984.000000 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -731984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -732065.187500 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -732065.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -732136.125000 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -732136.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -732199.125000 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -732199.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -732254.812500 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -732254.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -732311.437500 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -732311.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -732369.562500 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -732369.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -732412.062500 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -732412.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -732447.562500 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -732447.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -732482.062500 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -732482.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -732502.812500 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -732502.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -732516.687500 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -732516.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -732527.937500 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -732527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -732536.187500 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -732536.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -732544.687500 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -732544.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -732552.125000 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -732552.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -732559.375000 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -732559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -732565.500000 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -732565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -732570.687500 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -732570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -732572.000000 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -732572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -732576.500000 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -732576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -732579.125000 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -732579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -732583.625000 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -732583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -732586.750000 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -732586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -732586.187500 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -732586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -732586.187500 Penalty: 4219.843262
	Iteration 36F: 3 clusters Score -732586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Entering Unmasked Estep 
Score: -13455773.000000 Penalty: 2820.428955
	Iteration 0F: 2 clusters Score -1.345577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -13400051.000000 Penalty: 5640.857910
	Iteration 0F: 3 clusters Score -1.340005e+07 nChanged 40957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -13423441.000000 Penalty: 5640.857910
	Iteration 1F: 3 clusters Score -1.342344e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -13424420.000000 Penalty: 5640.857910
	Iteration 2Q: 3 clusters Score -1.342442e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -13425542.000000 Penalty: 5640.857910
	Iteration 3Q: 3 clusters Score -1.342554e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -13427357.000000 Penalty: 5640.857910
	Iteration 4Q: 3 clusters Score -1.342736e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -13430640.000000 Penalty: 5640.857910
	Iteration 5F: 3 clusters Score -1.343064e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -13435482.000000 Penalty: 5640.857910
	Iteration 6F: 3 clusters Score -1.343548e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -13441918.000000 Penalty: 5640.857910
	Iteration 7F: 3 clusters Score -1.344192e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13447669.000000 Penalty: 5640.857910
	Iteration 8F: 3 clusters Score -1.344767e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13451042.000000 Penalty: 5640.857910
	Iteration 9Q: 3 clusters Score -1.345104e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13452411.000000 Penalty: 5640.857910
	Iteration 10Q: 3 clusters Score -1.345241e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13452907.000000 Penalty: 5640.857910
	Iteration 11Q: 3 clusters Score -1.345291e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13453101.000000 Penalty: 5640.857910
	Iteration 12Q: 3 clusters Score -1.34531e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13453187.000000 Penalty: 5640.857910
	Iteration 13Q: 3 clusters Score -1.345319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13453263.000000 Penalty: 5640.857910
	Iteration 14Q: 3 clusters Score -1.345326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13453305.000000 Penalty: 5640.857910
	Iteration 15Q: 3 clusters Score -1.34533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13453328.000000 Penalty: 5640.857910
	Iteration 16Q: 3 clusters Score -1.345333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13453353.000000 Penalty: 5640.857910
	Iteration 17Q: 3 clusters Score -1.345335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13453370.000000 Penalty: 5640.857910
	Iteration 18Q: 3 clusters Score -1.345337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13453391.000000 Penalty: 5640.857910
	Iteration 19Q: 3 clusters Score -1.345339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13453410.000000 Penalty: 5640.857910
	Iteration 20F: 3 clusters Score -1.345341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13453419.000000 Penalty: 5640.857910
	Iteration 21Q: 3 clusters Score -1.345342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13453428.000000 Penalty: 5640.857910
	Iteration 22Q: 3 clusters Score -1.345343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13453428.000000 Penalty: 5640.857910
	Iteration 23Q: 3 clusters Score -1.345343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13453428.000000 Penalty: 5640.857910
	Iteration 24F: 3 clusters Score -1.345343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -3316607.750000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -3316608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3301382.250000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -3301382 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3306468.250000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -3306468 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3306897.250000 Penalty: 4955.987305
	Iteration 2F: 3 clusters Score -3306897 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3307378.500000 Penalty: 4955.987305
	Iteration 3Q: 3 clusters Score -3307378 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3307960.750000 Penalty: 4955.987305
	Iteration 4F: 3 clusters Score -3307961 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3308731.750000 Penalty: 4955.987305
	Iteration 5F: 3 clusters Score -3308732 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3309694.250000 Penalty: 4955.987305
	Iteration 6F: 3 clusters Score -3309694 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3310916.000000 Penalty: 4955.987305
	Iteration 7F: 3 clusters Score -3310916 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3312019.000000 Penalty: 4955.987305
	Iteration 8F: 3 clusters Score -3312019 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3312861.250000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -3312861 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3313438.500000 Penalty: 4955.987305
	Iteration 10Q: 3 clusters Score -3313438 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3313887.500000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -3313888 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3314148.750000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -3314149 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3314289.750000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -3314290 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3314391.750000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -3314392 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3314465.750000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -3314466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3314526.000000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -3314526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3314548.500000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -3314548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3314578.500000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -3314578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3314612.000000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -3314612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3314626.750000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -3314627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3314642.000000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -3314642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3314654.000000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -3314654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3314671.000000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -3314671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3314679.500000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -3314680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3314693.000000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -3314693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3314700.750000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -3314701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3314702.750000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -3314703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3314700.500000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -3314700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3314698.750000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -3314699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3314716.500000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -3314716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3314717.000000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -3314717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3314728.750000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -3314729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3314726.250000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -3314726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3314734.500000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -3314734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3314740.750000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -3314741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3314748.750000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -3314749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3314752.750000 Penalty: 4955.987305
	Iteration 37Q: 3 clusters Score -3314753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3314759.750000 Penalty: 4955.987305
	Iteration 38Q: 3 clusters Score -3314760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3314764.500000 Penalty: 4955.987305
	Iteration 39Q: 3 clusters Score -3314764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3314768.500000 Penalty: 4955.987305
	Iteration 40F: 3 clusters Score -3314768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3314776.750000 Penalty: 4955.987305
	Iteration 41Q: 3 clusters Score -3314777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3314773.500000 Penalty: 4955.987305
	Iteration 42Q: 3 clusters Score -3314774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3314781.000000 Penalty: 4955.987305
	Iteration 43Q: 3 clusters Score -3314781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3314780.750000 Penalty: 4955.987305
	Iteration 44Q: 3 clusters Score -3314781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3314781.000000 Penalty: 4955.987305
	Iteration 45Q: 3 clusters Score -3314781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3314785.000000 Penalty: 4955.987305
	Iteration 46Q: 3 clusters Score -3314785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3314783.750000 Penalty: 4955.987305
	Iteration 47Q: 3 clusters Score -3314784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3314787.250000 Penalty: 4955.987305
	Iteration 48Q: 3 clusters Score -3314787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3314788.000000 Penalty: 4955.987305
	Iteration 49Q: 3 clusters Score -3314788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3314787.500000 Penalty: 4955.987305
	Iteration 50Q: 3 clusters Score -3314788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3314786.000000 Penalty: 4955.987305
	Iteration 51Q: 3 clusters Score -3314786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3314785.500000 Penalty: 4955.987305
	Iteration 52Q: 3 clusters Score -3314786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3314787.000000 Penalty: 4955.987305
	Iteration 53Q: 3 clusters Score -3314787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3314787.500000 Penalty: 4955.987305
	Iteration 54Q: 3 clusters Score -3314788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3314791.500000 Penalty: 4955.987305
	Iteration 55Q: 3 clusters Score -3314792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3314790.750000 Penalty: 4955.987305
	Iteration 56Q: 3 clusters Score -3314791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3314794.000000 Penalty: 4955.987305
	Iteration 57Q: 3 clusters Score -3314794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3314793.000000 Penalty: 4955.987305
	Iteration 58Q: 3 clusters Score -3314793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3314796.750000 Penalty: 4955.987305
	Iteration 59Q: 3 clusters Score -3314797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3314798.500000 Penalty: 4955.987305
	Iteration 60F: 3 clusters Score -3314798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -780299.625000 Penalty: 2126.058594
	Iteration 0F: 2 clusters Score -780299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -775654.000000 Penalty: 4252.117188
	Iteration 0F: 3 clusters Score -775654 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -776855.000000 Penalty: 4252.117188
	Iteration 1F: 3 clusters Score -776855 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -777227.062500 Penalty: 4252.117188
	Iteration 2F: 3 clusters Score -777227.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -777557.812500 Penalty: 4252.117188
	Iteration 3F: 3 clusters Score -777557.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -777893.062500 Penalty: 4252.117188
	Iteration 4F: 3 clusters Score -777893.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -778237.125000 Penalty: 4252.117188
	Iteration 5F: 3 clusters Score -778237.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -778521.687500 Penalty: 4252.117188
	Iteration 6F: 3 clusters Score -778521.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -778710.250000 Penalty: 4252.117188
	Iteration 7Q: 3 clusters Score -778710.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -778837.312500 Penalty: 4252.117188
	Iteration 8Q: 3 clusters Score -778837.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -778912.500000 Penalty: 4252.117188
	Iteration 9Q: 3 clusters Score -778912.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -778964.937500 Penalty: 4252.117188
	Iteration 10Q: 3 clusters Score -778964.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -779001.062500 Penalty: 4252.117188
	Iteration 11Q: 3 clusters Score -779001.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -779022.687500 Penalty: 4252.117188
	Iteration 12Q: 3 clusters Score -779022.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -779039.312500 Penalty: 4252.117188
	Iteration 13Q: 3 clusters Score -779039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -779051.125000 Penalty: 4252.117188
	Iteration 14Q: 3 clusters Score -779051.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -779068.750000 Penalty: 4252.117188
	Iteration 15Q: 3 clusters Score -779068.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -779084.312500 Penalty: 4252.117188
	Iteration 16Q: 3 clusters Score -779084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -779090.687500 Penalty: 4252.117188
	Iteration 17Q: 3 clusters Score -779090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -779094.500000 Penalty: 4252.117188
	Iteration 18Q: 3 clusters Score -779094.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -779099.000000 Penalty: 4252.117188
	Iteration 19Q: 3 clusters Score -779099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -779099.812500 Penalty: 4252.117188
	Iteration 20F: 3 clusters Score -779099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -779105.750000 Penalty: 4252.117188
	Iteration 21Q: 3 clusters Score -779105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -779113.562500 Penalty: 4252.117188
	Iteration 22Q: 3 clusters Score -779113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -779120.437500 Penalty: 4252.117188
	Iteration 23Q: 3 clusters Score -779120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -779123.250000 Penalty: 4252.117188
	Iteration 24Q: 3 clusters Score -779123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -779126.000000 Penalty: 4252.117188
	Iteration 25Q: 3 clusters Score -779126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -779129.375000 Penalty: 4252.117188
	Iteration 26Q: 3 clusters Score -779129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -779132.750000 Penalty: 4252.117188
	Iteration 27Q: 3 clusters Score -779132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -779133.750000 Penalty: 4252.117188
	Iteration 28Q: 3 clusters Score -779133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -779136.312500 Penalty: 4252.117188
	Iteration 29Q: 3 clusters Score -779136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -779136.312500 Penalty: 4252.117188
	Iteration 30F: 3 clusters Score -779136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -349211.156250 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -349211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346163.156250 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -346163.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346762.906250 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -346762.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346983.375000 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -346983.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -347176.656250 Penalty: 3920.366943
	Iteration 3F: 3 clusters Score -347176.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -347341.281250 Penalty: 3920.366943
	Iteration 4F: 3 clusters Score -347341.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347471.906250 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -347471.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -347581.406250 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -347581.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -347658.500000 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -347658.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347724.218750 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -347724.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -347777.593750 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -347777.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -347811.281250 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -347811.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -347833.937500 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -347833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -347853.000000 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -347853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -347872.468750 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -347872.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -347884.906250 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -347884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -347898.968750 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -347899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -347907.687500 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -347907.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -347912.843750 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -347912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -347918.437500 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -347918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -347922.437500 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -347922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -347925.437500 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -347925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347927.031250 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -347927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -347928.656250 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -347928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347929.781250 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -347929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347931.187500 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -347931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347933.156250 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -347933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -347935.468750 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -347935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -347938.562500 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -347938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347939.593750 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -347939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347941.500000 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -347941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347942.406250 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -347942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -347942.937500 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -347942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -347944.750000 Penalty: 3920.366943
	Iteration 32Q: 3 clusters Score -347944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -347947.250000 Penalty: 3920.366943
	Iteration 33Q: 3 clusters Score -347947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -347950.906250 Penalty: 3920.366943
	Iteration 34Q: 3 clusters Score -347950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -347951.718750 Penalty: 3920.366943
	Iteration 35Q: 3 clusters Score -347951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -347952.625000 Penalty: 3920.366943
	Iteration 36Q: 3 clusters Score -347952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -347952.843750 Penalty: 3920.366943
	Iteration 37Q: 3 clusters Score -347952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -347952.843750 Penalty: 3920.366943
	Iteration 38F: 3 clusters Score -347952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -1206435.500000 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -1206436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1200139.750000 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -1200140 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1201848.000000 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -1201848 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1202103.750000 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -1202104 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1202264.750000 Penalty: 4449.019043
	Iteration 3Q: 3 clusters Score -1202265 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1202383.625000 Penalty: 4449.019043
	Iteration 4Q: 3 clusters Score -1202384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1202474.375000 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -1202474 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1202556.000000 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -1202556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1202653.000000 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -1202653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1202748.625000 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -1202749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1202838.250000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -1202838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1202930.125000 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -1202930 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1203025.125000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -1203025 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1203144.750000 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -1203145 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1203282.125000 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -1203282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1203413.625000 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -1203414 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1203560.000000 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -1203560 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1203700.250000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -1203700 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1203905.000000 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -1203905 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1204143.125000 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -1204143 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1204399.500000 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -1204400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1204563.500000 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -1204564 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1204646.250000 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -1204646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1204684.750000 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -1204685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1204709.000000 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -1204709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1204722.625000 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -1204723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1204726.625000 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -1204727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1204728.500000 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -1204728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1204724.875000 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -1204725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1204729.375000 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -1204729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1204729.750000 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -1204730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1204730.875000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -1204731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1204731.125000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -1204731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1204730.000000 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -1204730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1204728.625000 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -1204729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1204733.000000 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -1204733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1204734.750000 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -1204735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1204734.250000 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -1204734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1204732.375000 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -1204732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1204735.250000 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -1204735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1204734.375000 Penalty: 4449.019043
	Iteration 39Q: 3 clusters Score -1204734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1204734.750000 Penalty: 4449.019043
	Iteration 40F: 3 clusters Score -1204735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1204734.625000 Penalty: 4449.019043
	Iteration 41Q: 3 clusters Score -1204735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1204735.875000 Penalty: 4449.019043
	Iteration 42Q: 3 clusters Score -1204736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1204737.875000 Penalty: 4449.019043
	Iteration 43Q: 3 clusters Score -1204738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1204738.000000 Penalty: 4449.019043
	Iteration 44Q: 3 clusters Score -1204738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1204737.750000 Penalty: 4449.019043
	Iteration 45Q: 3 clusters Score -1204738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1204738.750000 Penalty: 4449.019043
	Iteration 46Q: 3 clusters Score -1204739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1204738.750000 Penalty: 4449.019043
	Iteration 47F: 3 clusters Score -1204739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Entering Unmasked Estep 
Score: -8945259.000000 Penalty: 2717.594727
	Iteration 0F: 2 clusters Score -8945259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -8906996.000000 Penalty: 5435.189453
	Iteration 0F: 3 clusters Score -8906996 nChanged 26467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8921503.000000 Penalty: 5435.189453
	Iteration 1F: 3 clusters Score -8921503 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -8922104.000000 Penalty: 5435.189453
	Iteration 2Q: 3 clusters Score -8922104 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8922665.000000 Penalty: 5435.189453
	Iteration 3Q: 3 clusters Score -8922665 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -8923269.000000 Penalty: 5435.189453
	Iteration 4Q: 3 clusters Score -8923269 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8923973.000000 Penalty: 5435.189453
	Iteration 5Q: 3 clusters Score -8923973 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8924734.000000 Penalty: 5435.189453
	Iteration 6Q: 3 clusters Score -8924734 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8925846.000000 Penalty: 5435.189453
	Iteration 7Q: 3 clusters Score -8925846 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8927612.000000 Penalty: 5435.189453
	Iteration 8F: 3 clusters Score -8927612 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -8930021.000000 Penalty: 5435.189453
	Iteration 9F: 3 clusters Score -8930021 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -8932906.000000 Penalty: 5435.189453
	Iteration 10F: 3 clusters Score -8932906 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -8935756.000000 Penalty: 5435.189453
	Iteration 11F: 3 clusters Score -8935756 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -8937753.000000 Penalty: 5435.189453
	Iteration 12Q: 3 clusters Score -8937753 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8938915.000000 Penalty: 5435.189453
	Iteration 13Q: 3 clusters Score -8938915 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -8939595.000000 Penalty: 5435.189453
	Iteration 14Q: 3 clusters Score -8939595 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -8940047.000000 Penalty: 5435.189453
	Iteration 15Q: 3 clusters Score -8940047 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -8940399.000000 Penalty: 5435.189453
	Iteration 16Q: 3 clusters Score -8940399 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8940702.000000 Penalty: 5435.189453
	Iteration 17Q: 3 clusters Score -8940702 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8940986.000000 Penalty: 5435.189453
	Iteration 18Q: 3 clusters Score -8940986 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -8941181.000000 Penalty: 5435.189453
	Iteration 19Q: 3 clusters Score -8941181 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8941316.000000 Penalty: 5435.189453
	Iteration 20F: 3 clusters Score -8941316 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -8941436.000000 Penalty: 5435.189453
	Iteration 21Q: 3 clusters Score -8941436 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8941561.000000 Penalty: 5435.189453
	Iteration 22Q: 3 clusters Score -8941561 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8941645.000000 Penalty: 5435.189453
	Iteration 23Q: 3 clusters Score -8941645 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8941711.000000 Penalty: 5435.189453
	Iteration 24Q: 3 clusters Score -8941711 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8941806.000000 Penalty: 5435.189453
	Iteration 25Q: 3 clusters Score -8941806 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8941908.000000 Penalty: 5435.189453
	Iteration 26Q: 3 clusters Score -8941908 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8941980.000000 Penalty: 5435.189453
	Iteration 27Q: 3 clusters Score -8941980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8942037.000000 Penalty: 5435.189453
	Iteration 28Q: 3 clusters Score -8942037 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8942090.000000 Penalty: 5435.189453
	Iteration 29Q: 3 clusters Score -8942090 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8942150.000000 Penalty: 5435.189453
	Iteration 30Q: 3 clusters Score -8942150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8942230.000000 Penalty: 5435.189453
	Iteration 31Q: 3 clusters Score -8942230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8942299.000000 Penalty: 5435.189453
	Iteration 32Q: 3 clusters Score -8942299 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8942377.000000 Penalty: 5435.189453
	Iteration 33Q: 3 clusters Score -8942377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8942430.000000 Penalty: 5435.189453
	Iteration 34Q: 3 clusters Score -8942430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8942453.000000 Penalty: 5435.189453
	Iteration 35Q: 3 clusters Score -8942453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8942487.000000 Penalty: 5435.189453
	Iteration 36Q: 3 clusters Score -8942487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8942522.000000 Penalty: 5435.189453
	Iteration 37Q: 3 clusters Score -8942522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8942554.000000 Penalty: 5435.189453
	Iteration 38Q: 3 clusters Score -8942554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8942606.000000 Penalty: 5435.189453
	Iteration 39Q: 3 clusters Score -8942606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8942625.000000 Penalty: 5435.189453
	Iteration 40F: 3 clusters Score -8942625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8942654.000000 Penalty: 5435.189453
	Iteration 41Q: 3 clusters Score -8942654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8942671.000000 Penalty: 5435.189453
	Iteration 42Q: 3 clusters Score -8942671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8942675.000000 Penalty: 5435.189453
	Iteration 43Q: 3 clusters Score -8942675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8942680.000000 Penalty: 5435.189453
	Iteration 44Q: 3 clusters Score -8942680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8942697.000000 Penalty: 5435.189453
	Iteration 45Q: 3 clusters Score -8942697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8942707.000000 Penalty: 5435.189453
	Iteration 46Q: 3 clusters Score -8942707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8942710.000000 Penalty: 5435.189453
	Iteration 47Q: 3 clusters Score -8942710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8942732.000000 Penalty: 5435.189453
	Iteration 48Q: 3 clusters Score -8942732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8942744.000000 Penalty: 5435.189453
	Iteration 49Q: 3 clusters Score -8942744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8942752.000000 Penalty: 5435.189453
	Iteration 50Q: 3 clusters Score -8942752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8942759.000000 Penalty: 5435.189453
	Iteration 51Q: 3 clusters Score -8942759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8942758.000000 Penalty: 5435.189453
	Iteration 52Q: 3 clusters Score -8942758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8942764.000000 Penalty: 5435.189453
	Iteration 53Q: 3 clusters Score -8942764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8942788.000000 Penalty: 5435.189453
	Iteration 54Q: 3 clusters Score -8942788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8942797.000000 Penalty: 5435.189453
	Iteration 55Q: 3 clusters Score -8942797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8942794.000000 Penalty: 5435.189453
	Iteration 56Q: 3 clusters Score -8942794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8942795.000000 Penalty: 5435.189453
	Iteration 57Q: 3 clusters Score -8942795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8942804.000000 Penalty: 5435.189453
	Iteration 58Q: 3 clusters Score -8942804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8942803.000000 Penalty: 5435.189453
	Iteration 59Q: 3 clusters Score -8942803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8942804.000000 Penalty: 5435.189453
	Iteration 60F: 3 clusters Score -8942804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8942808.000000 Penalty: 5435.189453
	Iteration 61Q: 3 clusters Score -8942808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8942811.000000 Penalty: 5435.189453
	Iteration 62Q: 3 clusters Score -8942811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8942814.000000 Penalty: 5435.189453
	Iteration 63Q: 3 clusters Score -8942814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8942814.000000 Penalty: 5435.189453
	Iteration 64Q: 3 clusters Score -8942814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8942816.000000 Penalty: 5435.189453
	Iteration 65Q: 3 clusters Score -8942816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8942810.000000 Penalty: 5435.189453
	Iteration 66Q: 3 clusters Score -8942810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8942806.000000 Penalty: 5435.189453
	Iteration 67Q: 3 clusters Score -8942806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8942815.000000 Penalty: 5435.189453
	Iteration 68Q: 3 clusters Score -8942815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8942826.000000 Penalty: 5435.189453
	Iteration 69Q: 3 clusters Score -8942826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8942824.000000 Penalty: 5435.189453
	Iteration 70Q: 3 clusters Score -8942824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8942829.000000 Penalty: 5435.189453
	Iteration 71Q: 3 clusters Score -8942829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8942829.000000 Penalty: 5435.189453
	Iteration 72Q: 3 clusters Score -8942829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8942827.000000 Penalty: 5435.189453
	Iteration 73Q: 3 clusters Score -8942827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8942827.000000 Penalty: 5435.189453
	Iteration 74F: 3 clusters Score -8942827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -431253.937500 Penalty: 1995.464844
	Iteration 0F: 2 clusters Score -431253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -427951.031250 Penalty: 3990.929688
	Iteration 0F: 3 clusters Score -427951 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -428757.750000 Penalty: 3990.929688
	Iteration 1F: 3 clusters Score -428757.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -429013.281250 Penalty: 3990.929688
	Iteration 2F: 3 clusters Score -429013.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -429260.000000 Penalty: 3990.929688
	Iteration 3F: 3 clusters Score -429260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -429528.156250 Penalty: 3990.929688
	Iteration 4F: 3 clusters Score -429528.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -429754.125000 Penalty: 3990.929688
	Iteration 5F: 3 clusters Score -429754.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -429946.812500 Penalty: 3990.929688
	Iteration 6Q: 3 clusters Score -429946.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -430138.625000 Penalty: 3990.929688
	Iteration 7Q: 3 clusters Score -430138.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -430294.187500 Penalty: 3990.929688
	Iteration 8Q: 3 clusters Score -430294.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -430398.156250 Penalty: 3990.929688
	Iteration 9Q: 3 clusters Score -430398.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -430454.437500 Penalty: 3990.929688
	Iteration 10Q: 3 clusters Score -430454.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -430483.656250 Penalty: 3990.929688
	Iteration 11Q: 3 clusters Score -430483.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -430506.281250 Penalty: 3990.929688
	Iteration 12Q: 3 clusters Score -430506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -430517.468750 Penalty: 3990.929688
	Iteration 13Q: 3 clusters Score -430517.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -430532.562500 Penalty: 3990.929688
	Iteration 14Q: 3 clusters Score -430532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -430541.687500 Penalty: 3990.929688
	Iteration 15Q: 3 clusters Score -430541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -430544.156250 Penalty: 3990.929688
	Iteration 16Q: 3 clusters Score -430544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -430547.250000 Penalty: 3990.929688
	Iteration 17Q: 3 clusters Score -430547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -430549.687500 Penalty: 3990.929688
	Iteration 18Q: 3 clusters Score -430549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -430550.843750 Penalty: 3990.929688
	Iteration 19Q: 3 clusters Score -430550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -430551.312500 Penalty: 3990.929688
	Iteration 20F: 3 clusters Score -430551.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430551.968750 Penalty: 3990.929688
	Iteration 21Q: 3 clusters Score -430552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -430553.281250 Penalty: 3990.929688
	Iteration 22Q: 3 clusters Score -430553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -430554.781250 Penalty: 3990.929688
	Iteration 23Q: 3 clusters Score -430554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -430555.750000 Penalty: 3990.929688
	Iteration 24Q: 3 clusters Score -430555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -430555.750000 Penalty: 3990.929688
	Iteration 25F: 3 clusters Score -430555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41225.976562 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41225.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41651.757812 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41651.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41901.511719 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41901.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42000.644531 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -42000.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42052.878906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42052.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42103.957031 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42103.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42161.937500 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42161.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42215.070312 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42215.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42255.699219 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42279.902344 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42360.949219 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42360.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42397.941406 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -42397.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42401.871094 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -42401.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42405.250000 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -42405.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42405.250000 Penalty: 2916.744385
	Iteration 14F: 3 clusters Score -42405.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Entering Unmasked Estep 
Score: -16129796.000000 Penalty: 2867.057129
	Iteration 0F: 2 clusters Score -1.61298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -16060533.000000 Penalty: 5734.114258
	Iteration 0F: 3 clusters Score -1.606053e+07 nChanged 49843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -16088840.000000 Penalty: 5734.114258
	Iteration 1F: 3 clusters Score -1.608884e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -16089383.000000 Penalty: 5734.114258
	Iteration 2Q: 3 clusters Score -1.608938e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -16089913.000000 Penalty: 5734.114258
	Iteration 3Q: 3 clusters Score -1.608991e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -16090537.000000 Penalty: 5734.114258
	Iteration 4Q: 3 clusters Score -1.609054e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -16091446.000000 Penalty: 5734.114258
	Iteration 5Q: 3 clusters Score -1.609145e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -16092647.000000 Penalty: 5734.114258
	Iteration 6Q: 3 clusters Score -1.609265e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -16094535.000000 Penalty: 5734.114258
	Iteration 7Q: 3 clusters Score -1.609454e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -16097692.000000 Penalty: 5734.114258
	Iteration 8F: 3 clusters Score -1.609769e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -16102582.000000 Penalty: 5734.114258
	Iteration 9F: 3 clusters Score -1.610258e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -16108902.000000 Penalty: 5734.114258
	Iteration 10F: 3 clusters Score -1.61089e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -16115386.000000 Penalty: 5734.114258
	Iteration 11F: 3 clusters Score -1.611539e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -16120724.000000 Penalty: 5734.114258
	Iteration 12F: 3 clusters Score -1.612072e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -16124340.000000 Penalty: 5734.114258
	Iteration 13Q: 3 clusters Score -1.612434e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16126113.000000 Penalty: 5734.114258
	Iteration 14Q: 3 clusters Score -1.612611e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16126820.000000 Penalty: 5734.114258
	Iteration 15Q: 3 clusters Score -1.612682e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16127043.000000 Penalty: 5734.114258
	Iteration 16Q: 3 clusters Score -1.612704e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16127165.000000 Penalty: 5734.114258
	Iteration 17Q: 3 clusters Score -1.612716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16127208.000000 Penalty: 5734.114258
	Iteration 18Q: 3 clusters Score -1.612721e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16127235.000000 Penalty: 5734.114258
	Iteration 19Q: 3 clusters Score -1.612724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -16127268.000000 Penalty: 5734.114258
	Iteration 20F: 3 clusters Score -1.612727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16127273.000000 Penalty: 5734.114258
	Iteration 21Q: 3 clusters Score -1.612727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16127288.000000 Penalty: 5734.114258
	Iteration 22Q: 3 clusters Score -1.612729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16127309.000000 Penalty: 5734.114258
	Iteration 23Q: 3 clusters Score -1.612731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16127317.000000 Penalty: 5734.114258
	Iteration 24Q: 3 clusters Score -1.612732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16127314.000000 Penalty: 5734.114258
	Iteration 25Q: 3 clusters Score -1.612731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16127307.000000 Penalty: 5734.114258
	Iteration 26Q: 3 clusters Score -1.612731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16127314.000000 Penalty: 5734.114258
	Iteration 27Q: 3 clusters Score -1.612731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16127305.000000 Penalty: 5734.114258
	Iteration 28Q: 3 clusters Score -1.61273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16127311.000000 Penalty: 5734.114258
	Iteration 29Q: 3 clusters Score -1.612731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16127311.000000 Penalty: 5734.114258
	Iteration 30F: 3 clusters Score -1.612731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -312457.531250 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -312457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -309823.843750 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -309823.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -310373.968750 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -310374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310555.656250 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -310555.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -310644.250000 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -310644.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -310710.312500 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -310710.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -310746.437500 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -310746.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -310783.937500 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -310783.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -310823.343750 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -310823.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -310849.031250 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -310849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -310876.000000 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -310876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -310896.375000 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -310896.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -310915.875000 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -310915.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -310932.062500 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -310932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -310946.093750 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -310946.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -310957.062500 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -310957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -310966.562500 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -310966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -310974.906250 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -310974.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -310982.750000 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -310982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -310987.187500 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -310987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -310994.437500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -310994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -311007.500000 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -311007.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -311021.312500 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -311021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -311024.906250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -311024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -311027.031250 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -311027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -311027.531250 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -311027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -311028.625000 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -311028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -311029.062500 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -311029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -311029.062500 Penalty: 3776.454102
	Iteration 27F: 3 clusters Score -311029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -637887.312500 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -637887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -633787.125000 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -633787.1 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -634659.875000 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -634659.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -634822.875000 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -634822.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -634937.937500 Penalty: 4153.511719
	Iteration 3Q: 3 clusters Score -634937.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -635039.062500 Penalty: 4153.511719
	Iteration 4Q: 3 clusters Score -635039.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -635140.625000 Penalty: 4153.511719
	Iteration 5Q: 3 clusters Score -635140.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -635241.562500 Penalty: 4153.511719
	Iteration 6Q: 3 clusters Score -635241.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -635334.000000 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -635334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -635406.187500 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -635406.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -635486.500000 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -635486.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -635556.125000 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -635556.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -635626.812500 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -635626.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -635692.750000 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -635692.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -635766.875000 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -635766.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -635847.187500 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -635847.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -635923.375000 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -635923.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -635994.937500 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -635994.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -636058.125000 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -636058.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -636104.937500 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -636104.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -636140.750000 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -636140.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636163.937500 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -636163.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -636189.375000 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -636189.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -636213.750000 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -636213.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -636244.812500 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -636244.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -636275.125000 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -636275.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -636309.375000 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -636309.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -636342.187500 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -636342.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -636371.125000 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -636371.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -636402.750000 Penalty: 4153.511719
	Iteration 28Q: 3 clusters Score -636402.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -636433.875000 Penalty: 4153.511719
	Iteration 29Q: 3 clusters Score -636433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -636451.250000 Penalty: 4153.511719
	Iteration 30Q: 3 clusters Score -636451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -636461.437500 Penalty: 4153.511719
	Iteration 31Q: 3 clusters Score -636461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -636470.875000 Penalty: 4153.511719
	Iteration 32Q: 3 clusters Score -636470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -636476.062500 Penalty: 4153.511719
	Iteration 33Q: 3 clusters Score -636476.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -636483.187500 Penalty: 4153.511719
	Iteration 34Q: 3 clusters Score -636483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -636489.562500 Penalty: 4153.511719
	Iteration 35Q: 3 clusters Score -636489.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -636498.062500 Penalty: 4153.511719
	Iteration 36Q: 3 clusters Score -636498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -636502.562500 Penalty: 4153.511719
	Iteration 37Q: 3 clusters Score -636502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -636507.687500 Penalty: 4153.511719
	Iteration 38Q: 3 clusters Score -636507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -636510.437500 Penalty: 4153.511719
	Iteration 39Q: 3 clusters Score -636510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -636513.000000 Penalty: 4153.511719
	Iteration 40F: 3 clusters Score -636513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -636513.937500 Penalty: 4153.511719
	Iteration 41Q: 3 clusters Score -636513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -636516.875000 Penalty: 4153.511719
	Iteration 42Q: 3 clusters Score -636516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -636522.875000 Penalty: 4153.511719
	Iteration 43Q: 3 clusters Score -636522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -636528.187500 Penalty: 4153.511719
	Iteration 44Q: 3 clusters Score -636528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -636531.812500 Penalty: 4153.511719
	Iteration 45Q: 3 clusters Score -636531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -636535.812500 Penalty: 4153.511719
	Iteration 46Q: 3 clusters Score -636535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -636541.312500 Penalty: 4153.511719
	Iteration 47Q: 3 clusters Score -636541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -636544.437500 Penalty: 4153.511719
	Iteration 48Q: 3 clusters Score -636544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -636548.250000 Penalty: 4153.511719
	Iteration 49Q: 3 clusters Score -636548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -636549.000000 Penalty: 4153.511719
	Iteration 50Q: 3 clusters Score -636549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -636550.375000 Penalty: 4153.511719
	Iteration 51Q: 3 clusters Score -636550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -636551.562500 Penalty: 4153.511719
	Iteration 52Q: 3 clusters Score -636551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -636551.562500 Penalty: 4153.511719
	Iteration 53F: 3 clusters Score -636551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Entering Unmasked Estep 
Score: -13817343.000000 Penalty: 2826.703125
	Iteration 0F: 2 clusters Score -1.381734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -13759350.000000 Penalty: 5653.406250
	Iteration 0F: 3 clusters Score -1.375935e+07 nChanged 42219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -13783714.000000 Penalty: 5653.406250
	Iteration 1F: 3 clusters Score -1.378371e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -13784590.000000 Penalty: 5653.406250
	Iteration 2Q: 3 clusters Score -1.378459e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -13785673.000000 Penalty: 5653.406250
	Iteration 3Q: 3 clusters Score -1.378567e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -13786974.000000 Penalty: 5653.406250
	Iteration 4Q: 3 clusters Score -1.378697e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -13788826.000000 Penalty: 5653.406250
	Iteration 5Q: 3 clusters Score -1.378883e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -13791442.000000 Penalty: 5653.406250
	Iteration 6F: 3 clusters Score -1.379144e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -13795395.000000 Penalty: 5653.406250
	Iteration 7F: 3 clusters Score -1.37954e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -13800309.000000 Penalty: 5653.406250
	Iteration 8F: 3 clusters Score -1.380031e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -13803943.000000 Penalty: 5653.406250
	Iteration 9F: 3 clusters Score -1.380394e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -13805362.000000 Penalty: 5653.406250
	Iteration 10Q: 3 clusters Score -1.380536e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -13806074.000000 Penalty: 5653.406250
	Iteration 11Q: 3 clusters Score -1.380607e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -13806486.000000 Penalty: 5653.406250
	Iteration 12Q: 3 clusters Score -1.380649e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -13806822.000000 Penalty: 5653.406250
	Iteration 13Q: 3 clusters Score -1.380682e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -13807136.000000 Penalty: 5653.406250
	Iteration 14Q: 3 clusters Score -1.380714e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -13807350.000000 Penalty: 5653.406250
	Iteration 15Q: 3 clusters Score -1.380735e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -13807522.000000 Penalty: 5653.406250
	Iteration 16Q: 3 clusters Score -1.380752e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -13807701.000000 Penalty: 5653.406250
	Iteration 17Q: 3 clusters Score -1.38077e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -13807931.000000 Penalty: 5653.406250
	Iteration 18Q: 3 clusters Score -1.380793e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -13808097.000000 Penalty: 5653.406250
	Iteration 19Q: 3 clusters Score -1.38081e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -13808299.000000 Penalty: 5653.406250
	Iteration 20F: 3 clusters Score -1.38083e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -13808426.000000 Penalty: 5653.406250
	Iteration 21Q: 3 clusters Score -1.380843e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -13808600.000000 Penalty: 5653.406250
	Iteration 22Q: 3 clusters Score -1.38086e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -13808754.000000 Penalty: 5653.406250
	Iteration 23Q: 3 clusters Score -1.380875e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -13808954.000000 Penalty: 5653.406250
	Iteration 24Q: 3 clusters Score -1.380895e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -13809209.000000 Penalty: 5653.406250
	Iteration 25Q: 3 clusters Score -1.380921e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -13809352.000000 Penalty: 5653.406250
	Iteration 26Q: 3 clusters Score -1.380935e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -13809583.000000 Penalty: 5653.406250
	Iteration 27Q: 3 clusters Score -1.380958e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -13809999.000000 Penalty: 5653.406250
	Iteration 28Q: 3 clusters Score -1.381e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -13810400.000000 Penalty: 5653.406250
	Iteration 29Q: 3 clusters Score -1.38104e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -13810774.000000 Penalty: 5653.406250
	Iteration 30Q: 3 clusters Score -1.381077e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -13811184.000000 Penalty: 5653.406250
	Iteration 31Q: 3 clusters Score -1.381118e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -13811604.000000 Penalty: 5653.406250
	Iteration 32Q: 3 clusters Score -1.38116e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -13811994.000000 Penalty: 5653.406250
	Iteration 33Q: 3 clusters Score -1.381199e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -13812371.000000 Penalty: 5653.406250
	Iteration 34Q: 3 clusters Score -1.381237e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -13812730.000000 Penalty: 5653.406250
	Iteration 35Q: 3 clusters Score -1.381273e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -13813048.000000 Penalty: 5653.406250
	Iteration 36Q: 3 clusters Score -1.381305e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13813339.000000 Penalty: 5653.406250
	Iteration 37Q: 3 clusters Score -1.381334e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -13813582.000000 Penalty: 5653.406250
	Iteration 38Q: 3 clusters Score -1.381358e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -13813679.000000 Penalty: 5653.406250
	Iteration 39Q: 3 clusters Score -1.381368e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13814093.000000 Penalty: 5653.406250
	Iteration 40F: 3 clusters Score -1.381409e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13814336.000000 Penalty: 5653.406250
	Iteration 41Q: 3 clusters Score -1.381434e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13814489.000000 Penalty: 5653.406250
	Iteration 42Q: 3 clusters Score -1.381449e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13814635.000000 Penalty: 5653.406250
	Iteration 43Q: 3 clusters Score -1.381464e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13814740.000000 Penalty: 5653.406250
	Iteration 44Q: 3 clusters Score -1.381474e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13814778.000000 Penalty: 5653.406250
	Iteration 45Q: 3 clusters Score -1.381478e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13814833.000000 Penalty: 5653.406250
	Iteration 46Q: 3 clusters Score -1.381483e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13814870.000000 Penalty: 5653.406250
	Iteration 47Q: 3 clusters Score -1.381487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13814890.000000 Penalty: 5653.406250
	Iteration 48Q: 3 clusters Score -1.381489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13814920.000000 Penalty: 5653.406250
	Iteration 49Q: 3 clusters Score -1.381492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13814945.000000 Penalty: 5653.406250
	Iteration 50Q: 3 clusters Score -1.381494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13814985.000000 Penalty: 5653.406250
	Iteration 51Q: 3 clusters Score -1.381498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13814997.000000 Penalty: 5653.406250
	Iteration 52Q: 3 clusters Score -1.3815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13815021.000000 Penalty: 5653.406250
	Iteration 53Q: 3 clusters Score -1.381502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13815018.000000 Penalty: 5653.406250
	Iteration 54Q: 3 clusters Score -1.381502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13815026.000000 Penalty: 5653.406250
	Iteration 55Q: 3 clusters Score -1.381503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13815041.000000 Penalty: 5653.406250
	Iteration 56Q: 3 clusters Score -1.381504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13815045.000000 Penalty: 5653.406250
	Iteration 57Q: 3 clusters Score -1.381504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13815062.000000 Penalty: 5653.406250
	Iteration 58Q: 3 clusters Score -1.381506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13815071.000000 Penalty: 5653.406250
	Iteration 59Q: 3 clusters Score -1.381507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13815068.000000 Penalty: 5653.406250
	Iteration 60F: 3 clusters Score -1.381507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13815064.000000 Penalty: 5653.406250
	Iteration 61Q: 3 clusters Score -1.381506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13815066.000000 Penalty: 5653.406250
	Iteration 62Q: 3 clusters Score -1.381507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13815063.000000 Penalty: 5653.406250
	Iteration 63Q: 3 clusters Score -1.381506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13815061.000000 Penalty: 5653.406250
	Iteration 64Q: 3 clusters Score -1.381506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13815062.000000 Penalty: 5653.406250
	Iteration 65Q: 3 clusters Score -1.381506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13815058.000000 Penalty: 5653.406250
	Iteration 66Q: 3 clusters Score -1.381506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13815066.000000 Penalty: 5653.406250
	Iteration 67Q: 3 clusters Score -1.381507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13815073.000000 Penalty: 5653.406250
	Iteration 68Q: 3 clusters Score -1.381507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13815080.000000 Penalty: 5653.406250
	Iteration 69Q: 3 clusters Score -1.381508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13815076.000000 Penalty: 5653.406250
	Iteration 70Q: 3 clusters Score -1.381508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13815079.000000 Penalty: 5653.406250
	Iteration 71Q: 3 clusters Score -1.381508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13815084.000000 Penalty: 5653.406250
	Iteration 72Q: 3 clusters Score -1.381508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13815079.000000 Penalty: 5653.406250
	Iteration 73Q: 3 clusters Score -1.381508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13815081.000000 Penalty: 5653.406250
	Iteration 74Q: 3 clusters Score -1.381508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13815079.000000 Penalty: 5653.406250
	Iteration 75Q: 3 clusters Score -1.381508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13815070.000000 Penalty: 5653.406250
	Iteration 76Q: 3 clusters Score -1.381507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13815070.000000 Penalty: 5653.406250
	Iteration 77F: 3 clusters Score -1.381507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Entering Unmasked Estep 
Score: -15429350.000000 Penalty: 2856.151123
	Iteration 0F: 2 clusters Score -1.542935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -15365160.000000 Penalty: 5712.302246
	Iteration 0F: 3 clusters Score -1.536516e+07 nChanged 47712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -15392460.000000 Penalty: 5712.302246
	Iteration 1F: 3 clusters Score -1.539246e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -15393109.000000 Penalty: 5712.302246
	Iteration 2Q: 3 clusters Score -1.539311e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -15393785.000000 Penalty: 5712.302246
	Iteration 3Q: 3 clusters Score -1.539378e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -15394521.000000 Penalty: 5712.302246
	Iteration 4Q: 3 clusters Score -1.539452e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -15395568.000000 Penalty: 5712.302246
	Iteration 5Q: 3 clusters Score -1.539557e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -15396869.000000 Penalty: 5712.302246
	Iteration 6Q: 3 clusters Score -1.539687e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -15398471.000000 Penalty: 5712.302246
	Iteration 7Q: 3 clusters Score -1.539847e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -15400690.000000 Penalty: 5712.302246
	Iteration 8Q: 3 clusters Score -1.540069e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -15403862.000000 Penalty: 5712.302246
	Iteration 9F: 3 clusters Score -1.540386e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -15408114.000000 Penalty: 5712.302246
	Iteration 10F: 3 clusters Score -1.540811e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -15412862.000000 Penalty: 5712.302246
	Iteration 11F: 3 clusters Score -1.541286e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -15417566.000000 Penalty: 5712.302246
	Iteration 12F: 3 clusters Score -1.541757e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -15420665.000000 Penalty: 5712.302246
	Iteration 13Q: 3 clusters Score -1.542066e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -15422482.000000 Penalty: 5712.302246
	Iteration 14Q: 3 clusters Score -1.542248e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -15423552.000000 Penalty: 5712.302246
	Iteration 15Q: 3 clusters Score -1.542355e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -15424501.000000 Penalty: 5712.302246
	Iteration 16Q: 3 clusters Score -1.54245e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -15425194.000000 Penalty: 5712.302246
	Iteration 17Q: 3 clusters Score -1.542519e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -15425799.000000 Penalty: 5712.302246
	Iteration 18Q: 3 clusters Score -1.54258e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -15426335.000000 Penalty: 5712.302246
	Iteration 19Q: 3 clusters Score -1.542634e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -15426727.000000 Penalty: 5712.302246
	Iteration 20F: 3 clusters Score -1.542673e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -15427031.000000 Penalty: 5712.302246
	Iteration 21Q: 3 clusters Score -1.542703e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -15427295.000000 Penalty: 5712.302246
	Iteration 22Q: 3 clusters Score -1.54273e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -15427511.000000 Penalty: 5712.302246
	Iteration 23Q: 3 clusters Score -1.542751e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -15427617.000000 Penalty: 5712.302246
	Iteration 24Q: 3 clusters Score -1.542762e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -15427821.000000 Penalty: 5712.302246
	Iteration 25Q: 3 clusters Score -1.542782e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -15427914.000000 Penalty: 5712.302246
	Iteration 26Q: 3 clusters Score -1.542791e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -15427960.000000 Penalty: 5712.302246
	Iteration 27Q: 3 clusters Score -1.542796e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -15428031.000000 Penalty: 5712.302246
	Iteration 28Q: 3 clusters Score -1.542803e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -15428017.000000 Penalty: 5712.302246
	Iteration 29Q: 3 clusters Score -1.542802e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -15428017.000000 Penalty: 5712.302246
	Iteration 30Q: 3 clusters Score -1.542802e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -15428017.000000 Penalty: 5712.302246
	Iteration 31Q: 3 clusters Score -1.542802e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -15427989.000000 Penalty: 5712.302246
	Iteration 32Q: 3 clusters Score -1.542799e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -15427952.000000 Penalty: 5712.302246
	Iteration 33Q: 3 clusters Score -1.542795e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15427858.000000 Penalty: 5712.302246
	Iteration 34Q: 3 clusters Score -1.542786e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -15427861.000000 Penalty: 5712.302246
	Iteration 35Q: 3 clusters Score -1.542786e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15427848.000000 Penalty: 5712.302246
	Iteration 36Q: 3 clusters Score -1.542785e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -15427849.000000 Penalty: 5712.302246
	Iteration 37Q: 3 clusters Score -1.542785e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -15427837.000000 Penalty: 5712.302246
	Iteration 38Q: 3 clusters Score -1.542784e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -15427856.000000 Penalty: 5712.302246
	Iteration 39Q: 3 clusters Score -1.542786e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -15427880.000000 Penalty: 5712.302246
	Iteration 40F: 3 clusters Score -1.542788e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15427859.000000 Penalty: 5712.302246
	Iteration 41Q: 3 clusters Score -1.542786e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -15427844.000000 Penalty: 5712.302246
	Iteration 42Q: 3 clusters Score -1.542784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -15427817.000000 Penalty: 5712.302246
	Iteration 43Q: 3 clusters Score -1.542782e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -15427801.000000 Penalty: 5712.302246
	Iteration 44Q: 3 clusters Score -1.54278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -15427799.000000 Penalty: 5712.302246
	Iteration 45Q: 3 clusters Score -1.54278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15427788.000000 Penalty: 5712.302246
	Iteration 46Q: 3 clusters Score -1.542779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15427822.000000 Penalty: 5712.302246
	Iteration 47Q: 3 clusters Score -1.542782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -15427790.000000 Penalty: 5712.302246
	Iteration 48Q: 3 clusters Score -1.542779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -15427795.000000 Penalty: 5712.302246
	Iteration 49Q: 3 clusters Score -1.54278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15427789.000000 Penalty: 5712.302246
	Iteration 50Q: 3 clusters Score -1.542779e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15427755.000000 Penalty: 5712.302246
	Iteration 51Q: 3 clusters Score -1.542776e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15427756.000000 Penalty: 5712.302246
	Iteration 52Q: 3 clusters Score -1.542776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15427736.000000 Penalty: 5712.302246
	Iteration 53Q: 3 clusters Score -1.542774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15427730.000000 Penalty: 5712.302246
	Iteration 54Q: 3 clusters Score -1.542773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -15427722.000000 Penalty: 5712.302246
	Iteration 55Q: 3 clusters Score -1.542772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15427718.000000 Penalty: 5712.302246
	Iteration 56Q: 3 clusters Score -1.542772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15427713.000000 Penalty: 5712.302246
	Iteration 57Q: 3 clusters Score -1.542771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -15427732.000000 Penalty: 5712.302246
	Iteration 58Q: 3 clusters Score -1.542773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15427726.000000 Penalty: 5712.302246
	Iteration 59Q: 3 clusters Score -1.542773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15427717.000000 Penalty: 5712.302246
	Iteration 60F: 3 clusters Score -1.542772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15427687.000000 Penalty: 5712.302246
	Iteration 61Q: 3 clusters Score -1.542769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15427663.000000 Penalty: 5712.302246
	Iteration 62Q: 3 clusters Score -1.542766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15427688.000000 Penalty: 5712.302246
	Iteration 63Q: 3 clusters Score -1.542769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15427676.000000 Penalty: 5712.302246
	Iteration 64Q: 3 clusters Score -1.542768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15427667.000000 Penalty: 5712.302246
	Iteration 65Q: 3 clusters Score -1.542767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15427670.000000 Penalty: 5712.302246
	Iteration 66Q: 3 clusters Score -1.542767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15427659.000000 Penalty: 5712.302246
	Iteration 67Q: 3 clusters Score -1.542766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15427650.000000 Penalty: 5712.302246
	Iteration 68Q: 3 clusters Score -1.542765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15427641.000000 Penalty: 5712.302246
	Iteration 69Q: 3 clusters Score -1.542764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15427654.000000 Penalty: 5712.302246
	Iteration 70Q: 3 clusters Score -1.542765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15427668.000000 Penalty: 5712.302246
	Iteration 71Q: 3 clusters Score -1.542767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15427637.000000 Penalty: 5712.302246
	Iteration 72Q: 3 clusters Score -1.542764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15427643.000000 Penalty: 5712.302246
	Iteration 73Q: 3 clusters Score -1.542764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15427630.000000 Penalty: 5712.302246
	Iteration 74Q: 3 clusters Score -1.542763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15427652.000000 Penalty: 5712.302246
	Iteration 75Q: 3 clusters Score -1.542765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15427642.000000 Penalty: 5712.302246
	Iteration 76Q: 3 clusters Score -1.542764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15427655.000000 Penalty: 5712.302246
	Iteration 77Q: 3 clusters Score -1.542766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15427666.000000 Penalty: 5712.302246
	Iteration 78Q: 3 clusters Score -1.542767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15427679.000000 Penalty: 5712.302246
	Iteration 79Q: 3 clusters Score -1.542768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98971 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15427679.000000 Penalty: 5712.302246
	Iteration 80F: 3 clusters Score -1.542768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15427668.000000 Penalty: 5712.302246
	Iteration 81Q: 3 clusters Score -1.542767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15427664.000000 Penalty: 5712.302246
	Iteration 82Q: 3 clusters Score -1.542766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15427657.000000 Penalty: 5712.302246
	Iteration 83Q: 3 clusters Score -1.542766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15427657.000000 Penalty: 5712.302246
	Iteration 84Q: 3 clusters Score -1.542766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15427645.000000 Penalty: 5712.302246
	Iteration 85Q: 3 clusters Score -1.542764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15427668.000000 Penalty: 5712.302246
	Iteration 86Q: 3 clusters Score -1.542767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15427673.000000 Penalty: 5712.302246
	Iteration 87Q: 3 clusters Score -1.542767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15427664.000000 Penalty: 5712.302246
	Iteration 88Q: 3 clusters Score -1.542766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15427663.000000 Penalty: 5712.302246
	Iteration 89Q: 3 clusters Score -1.542766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15427663.000000 Penalty: 5712.302246
	Iteration 90Q: 3 clusters Score -1.542766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15427663.000000 Penalty: 5712.302246
	Iteration 91F: 3 clusters Score -1.542766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -496100.187500 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -496100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -492730.281250 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -492730.3 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -493393.156250 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -493393.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -493545.593750 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -493545.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -493626.531250 Penalty: 3995.673340
	Iteration 3Q: 3 clusters Score -493626.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -493661.312500 Penalty: 3995.673340
	Iteration 4Q: 3 clusters Score -493661.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -493683.781250 Penalty: 3995.673340
	Iteration 5Q: 3 clusters Score -493683.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -493706.281250 Penalty: 3995.673340
	Iteration 6Q: 3 clusters Score -493706.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -493717.062500 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -493717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -493729.218750 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -493729.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -493741.062500 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -493741.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -493752.093750 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -493752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -493763.968750 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -493764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -493775.281250 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -493775.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -493782.781250 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -493782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -493786.593750 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -493786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -493791.500000 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -493791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -493793.093750 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -493793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -493793.937500 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -493793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -493796.312500 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -493796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493798.187500 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -493798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493800.093750 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -493800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -493803.656250 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -493803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -493808.687500 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -493808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -493815.500000 Penalty: 3995.673340
	Iteration 23Q: 3 clusters Score -493815.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493818.531250 Penalty: 3995.673340
	Iteration 24Q: 3 clusters Score -493818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -493821.937500 Penalty: 3995.673340
	Iteration 25Q: 3 clusters Score -493821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493824.562500 Penalty: 3995.673340
	Iteration 26Q: 3 clusters Score -493824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -493825.531250 Penalty: 3995.673340
	Iteration 27Q: 3 clusters Score -493825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -493825.531250 Penalty: 3995.673340
	Iteration 28F: 3 clusters Score -493825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Entering Unmasked Estep 
Score: -7140470.500000 Penalty: 2671.511963
	Iteration 0F: 2 clusters Score -7140470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7108323.000000 Penalty: 5343.023926
	Iteration 0F: 3 clusters Score -7108323 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -7120751.500000 Penalty: 5343.023926
	Iteration 1F: 3 clusters Score -7120752 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -7121724.500000 Penalty: 5343.023926
	Iteration 2F: 3 clusters Score -7121724 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -7123078.500000 Penalty: 5343.023926
	Iteration 3F: 3 clusters Score -7123078 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -7124721.500000 Penalty: 5343.023926
	Iteration 4F: 3 clusters Score -7124722 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7126691.500000 Penalty: 5343.023926
	Iteration 5F: 3 clusters Score -7126692 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7128832.500000 Penalty: 5343.023926
	Iteration 6F: 3 clusters Score -7128832 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -7130838.500000 Penalty: 5343.023926
	Iteration 7F: 3 clusters Score -7130838 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7132756.500000 Penalty: 5343.023926
	Iteration 8F: 3 clusters Score -7132756 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -7134412.000000 Penalty: 5343.023926
	Iteration 9Q: 3 clusters Score -7134412 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -7135792.500000 Penalty: 5343.023926
	Iteration 10Q: 3 clusters Score -7135792 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -7136879.000000 Penalty: 5343.023926
	Iteration 11Q: 3 clusters Score -7136879 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -7137517.500000 Penalty: 5343.023926
	Iteration 12Q: 3 clusters Score -7137518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -7137952.000000 Penalty: 5343.023926
	Iteration 13Q: 3 clusters Score -7137952 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -7138226.500000 Penalty: 5343.023926
	Iteration 14Q: 3 clusters Score -7138226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -7138401.000000 Penalty: 5343.023926
	Iteration 15Q: 3 clusters Score -7138401 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -7138500.500000 Penalty: 5343.023926
	Iteration 16Q: 3 clusters Score -7138500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -7138564.500000 Penalty: 5343.023926
	Iteration 17Q: 3 clusters Score -7138564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -7138596.500000 Penalty: 5343.023926
	Iteration 18Q: 3 clusters Score -7138596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -7138615.500000 Penalty: 5343.023926
	Iteration 19Q: 3 clusters Score -7138616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -7138644.000000 Penalty: 5343.023926
	Iteration 20F: 3 clusters Score -7138644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -7138660.000000 Penalty: 5343.023926
	Iteration 21Q: 3 clusters Score -7138660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -7138671.000000 Penalty: 5343.023926
	Iteration 22Q: 3 clusters Score -7138671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -7138685.500000 Penalty: 5343.023926
	Iteration 23Q: 3 clusters Score -7138686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -7138708.000000 Penalty: 5343.023926
	Iteration 24Q: 3 clusters Score -7138708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -7138708.000000 Penalty: 5343.023926
	Iteration 25Q: 3 clusters Score -7138708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -7138707.000000 Penalty: 5343.023926
	Iteration 26Q: 3 clusters Score -7138707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -7138707.500000 Penalty: 5343.023926
	Iteration 27Q: 3 clusters Score -7138708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -7138712.000000 Penalty: 5343.023926
	Iteration 28Q: 3 clusters Score -7138712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -7138717.000000 Penalty: 5343.023926
	Iteration 29Q: 3 clusters Score -7138717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7138717.500000 Penalty: 5343.023926
	Iteration 30Q: 3 clusters Score -7138718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -7138712.500000 Penalty: 5343.023926
	Iteration 31Q: 3 clusters Score -7138712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -7138715.500000 Penalty: 5343.023926
	Iteration 32Q: 3 clusters Score -7138716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -7138714.500000 Penalty: 5343.023926
	Iteration 33Q: 3 clusters Score -7138714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -7138719.000000 Penalty: 5343.023926
	Iteration 34Q: 3 clusters Score -7138719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7138718.000000 Penalty: 5343.023926
	Iteration 35Q: 3 clusters Score -7138718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7138718.000000 Penalty: 5343.023926
	Iteration 36F: 3 clusters Score -7138718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -82934.531250 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -82934.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81393.703125 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -81393.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81948.296875 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -81948.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82475.070312 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -82475.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83092.531250 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -83092.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83394.164062 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -83394.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83470.406250 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -83470.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83486.023438 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -83486.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83491.648438 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -83491.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83495.203125 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -83495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83504.500000 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -83504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83507.382812 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -83507.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83514.039062 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -83514.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83520.031250 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -83520.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83550.046875 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -83550.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83583.781250 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -83583.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83600.757812 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -83600.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83616.234375 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -83616.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83628.156250 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -83628.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83653.695312 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -83653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83658.257812 Penalty: 3211.049805
	Iteration 19Q: 3 clusters Score -83658.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83658.257812 Penalty: 3211.049805
	Iteration 20F: 3 clusters Score -83658.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 38139 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 86916 members 
Mstep: Class 7 contains 21849 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 57414 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104895 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 89143 members 
Mstep: Class 18 contains 100382 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 50721 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46281 members 
Mstep: Class 26 contains 61866 members 
Mstep: Class 27 contains 100643 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
Score: -137782400.000000 Penalty: 98730.570312
Splitting cluster 21 changes total score from -137784064.000000 to -137782400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (50721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Entering Unmasked Estep 
Score: -7818138.500000 Penalty: 2686.855469
	Iteration 0F: 2 clusters Score -7818138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -7783950.500000 Penalty: 5373.710938
	Iteration 0F: 3 clusters Score -7783950 nChanged 23319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -7797076.500000 Penalty: 5373.710938
	Iteration 1F: 3 clusters Score -7797076 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -7797730.500000 Penalty: 5373.710938
	Iteration 2Q: 3 clusters Score -7797730 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -7798450.500000 Penalty: 5373.710938
	Iteration 3Q: 3 clusters Score -7798450 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -7799351.000000 Penalty: 5373.710938
	Iteration 4Q: 3 clusters Score -7799351 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -7800328.000000 Penalty: 5373.710938
	Iteration 5Q: 3 clusters Score -7800328 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -7801750.500000 Penalty: 5373.710938
	Iteration 6F: 3 clusters Score -7801750 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -7803529.000000 Penalty: 5373.710938
	Iteration 7F: 3 clusters Score -7803529 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7805732.500000 Penalty: 5373.710938
	Iteration 8F: 3 clusters Score -7805732 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -7808201.500000 Penalty: 5373.710938
	Iteration 9F: 3 clusters Score -7808202 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7810590.000000 Penalty: 5373.710938
	Iteration 10F: 3 clusters Score -7810590 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -7812454.000000 Penalty: 5373.710938
	Iteration 11Q: 3 clusters Score -7812454 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7813508.500000 Penalty: 5373.710938
	Iteration 12Q: 3 clusters Score -7813508 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -7814091.500000 Penalty: 5373.710938
	Iteration 13Q: 3 clusters Score -7814092 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -7814554.000000 Penalty: 5373.710938
	Iteration 14Q: 3 clusters Score -7814554 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -7814867.500000 Penalty: 5373.710938
	Iteration 15Q: 3 clusters Score -7814868 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -7815178.000000 Penalty: 5373.710938
	Iteration 16Q: 3 clusters Score -7815178 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7815382.500000 Penalty: 5373.710938
	Iteration 17Q: 3 clusters Score -7815382 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -7815578.000000 Penalty: 5373.710938
	Iteration 18Q: 3 clusters Score -7815578 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -7815715.000000 Penalty: 5373.710938
	Iteration 19Q: 3 clusters Score -7815715 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7815835.500000 Penalty: 5373.710938
	Iteration 20F: 3 clusters Score -7815836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -7815932.000000 Penalty: 5373.710938
	Iteration 21Q: 3 clusters Score -7815932 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -7816013.000000 Penalty: 5373.710938
	Iteration 22Q: 3 clusters Score -7816013 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -7816074.500000 Penalty: 5373.710938
	Iteration 23Q: 3 clusters Score -7816074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -7816138.500000 Penalty: 5373.710938
	Iteration 24Q: 3 clusters Score -7816138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -7816166.500000 Penalty: 5373.710938
	Iteration 25Q: 3 clusters Score -7816166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -7816182.000000 Penalty: 5373.710938
	Iteration 26Q: 3 clusters Score -7816182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -7816202.000000 Penalty: 5373.710938
	Iteration 27Q: 3 clusters Score -7816202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -7816224.000000 Penalty: 5373.710938
	Iteration 28Q: 3 clusters Score -7816224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -7816247.500000 Penalty: 5373.710938
	Iteration 29Q: 3 clusters Score -7816248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -7816257.500000 Penalty: 5373.710938
	Iteration 30Q: 3 clusters Score -7816258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -7816283.500000 Penalty: 5373.710938
	Iteration 31Q: 3 clusters Score -7816284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7816288.000000 Penalty: 5373.710938
	Iteration 32Q: 3 clusters Score -7816288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7816300.500000 Penalty: 5373.710938
	Iteration 33Q: 3 clusters Score -7816300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -7816306.000000 Penalty: 5373.710938
	Iteration 34Q: 3 clusters Score -7816306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -7816321.500000 Penalty: 5373.710938
	Iteration 35Q: 3 clusters Score -7816322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7816321.500000 Penalty: 5373.710938
	Iteration 36Q: 3 clusters Score -7816322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -7816328.000000 Penalty: 5373.710938
	Iteration 37Q: 3 clusters Score -7816328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -7816315.000000 Penalty: 5373.710938
	Iteration 38Q: 3 clusters Score -7816315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7816325.000000 Penalty: 5373.710938
	Iteration 39Q: 3 clusters Score -7816325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -7816316.000000 Penalty: 5373.710938
	Iteration 40F: 3 clusters Score -7816316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -7816328.500000 Penalty: 5373.710938
	Iteration 41Q: 3 clusters Score -7816328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -7816327.000000 Penalty: 5373.710938
	Iteration 42Q: 3 clusters Score -7816327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -7816333.000000 Penalty: 5373.710938
	Iteration 43Q: 3 clusters Score -7816333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7816344.000000 Penalty: 5373.710938
	Iteration 44Q: 3 clusters Score -7816344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -7816349.000000 Penalty: 5373.710938
	Iteration 45Q: 3 clusters Score -7816349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -7816354.000000 Penalty: 5373.710938
	Iteration 46Q: 3 clusters Score -7816354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -7816363.500000 Penalty: 5373.710938
	Iteration 47Q: 3 clusters Score -7816364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -7816367.500000 Penalty: 5373.710938
	Iteration 48Q: 3 clusters Score -7816368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -7816365.500000 Penalty: 5373.710938
	Iteration 49Q: 3 clusters Score -7816366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -7816375.500000 Penalty: 5373.710938
	Iteration 50Q: 3 clusters Score -7816376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -7816371.000000 Penalty: 5373.710938
	Iteration 51Q: 3 clusters Score -7816371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -7816365.500000 Penalty: 5373.710938
	Iteration 52Q: 3 clusters Score -7816366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -7816372.000000 Penalty: 5373.710938
	Iteration 53Q: 3 clusters Score -7816372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -7816366.000000 Penalty: 5373.710938
	Iteration 54Q: 3 clusters Score -7816366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -7816365.000000 Penalty: 5373.710938
	Iteration 55Q: 3 clusters Score -7816365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -7816361.500000 Penalty: 5373.710938
	Iteration 56Q: 3 clusters Score -7816362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -7816372.000000 Penalty: 5373.710938
	Iteration 57Q: 3 clusters Score -7816372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -7816377.000000 Penalty: 5373.710938
	Iteration 58Q: 3 clusters Score -7816377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -7816377.500000 Penalty: 5373.710938
	Iteration 59Q: 3 clusters Score -7816378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -7816380.000000 Penalty: 5373.710938
	Iteration 60F: 3 clusters Score -7816380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -7816379.500000 Penalty: 5373.710938
	Iteration 61Q: 3 clusters Score -7816380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -7816381.500000 Penalty: 5373.710938
	Iteration 62Q: 3 clusters Score -7816382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -7816383.000000 Penalty: 5373.710938
	Iteration 63Q: 3 clusters Score -7816383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -7816376.000000 Penalty: 5373.710938
	Iteration 64Q: 3 clusters Score -7816376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -7816379.500000 Penalty: 5373.710938
	Iteration 65Q: 3 clusters Score -7816380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -7816370.500000 Penalty: 5373.710938
	Iteration 66Q: 3 clusters Score -7816370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -7816375.500000 Penalty: 5373.710938
	Iteration 67Q: 3 clusters Score -7816376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -7816371.500000 Penalty: 5373.710938
	Iteration 68Q: 3 clusters Score -7816372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -7816374.500000 Penalty: 5373.710938
	Iteration 69Q: 3 clusters Score -7816374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -7816369.000000 Penalty: 5373.710938
	Iteration 70Q: 3 clusters Score -7816369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -7816366.500000 Penalty: 5373.710938
	Iteration 71Q: 3 clusters Score -7816366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -7816365.500000 Penalty: 5373.710938
	Iteration 72Q: 3 clusters Score -7816366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -7816364.500000 Penalty: 5373.710938
	Iteration 73Q: 3 clusters Score -7816364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -7816371.500000 Penalty: 5373.710938
	Iteration 74Q: 3 clusters Score -7816372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -7816374.000000 Penalty: 5373.710938
	Iteration 75Q: 3 clusters Score -7816374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -7816376.000000 Penalty: 5373.710938
	Iteration 76Q: 3 clusters Score -7816376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -7816377.000000 Penalty: 5373.710938
	Iteration 77Q: 3 clusters Score -7816377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -7816380.000000 Penalty: 5373.710938
	Iteration 78Q: 3 clusters Score -7816380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -7816385.500000 Penalty: 5373.710938
	Iteration 79Q: 3 clusters Score -7816386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -7816385.000000 Penalty: 5373.710938
	Iteration 80F: 3 clusters Score -7816385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -7816382.000000 Penalty: 5373.710938
	Iteration 81Q: 3 clusters Score -7816382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -7816385.000000 Penalty: 5373.710938
	Iteration 82Q: 3 clusters Score -7816385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -7816385.000000 Penalty: 5373.710938
	Iteration 83F: 3 clusters Score -7816385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Entering Unmasked Estep 
Score: -1868969.125000 Penalty: 2354.963379
	Iteration 0F: 2 clusters Score -1868969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1859189.750000 Penalty: 4709.926758
	Iteration 0F: 3 clusters Score -1859190 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1862165.125000 Penalty: 4709.926758
	Iteration 1F: 3 clusters Score -1862165 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1862553.875000 Penalty: 4709.926758
	Iteration 2F: 3 clusters Score -1862554 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1862921.500000 Penalty: 4709.926758
	Iteration 3F: 3 clusters Score -1862922 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1863286.875000 Penalty: 4709.926758
	Iteration 4F: 3 clusters Score -1863287 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1863701.875000 Penalty: 4709.926758
	Iteration 5F: 3 clusters Score -1863702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1864117.375000 Penalty: 4709.926758
	Iteration 6Q: 3 clusters Score -1864117 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1864537.125000 Penalty: 4709.926758
	Iteration 7Q: 3 clusters Score -1864537 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1864942.625000 Penalty: 4709.926758
	Iteration 8Q: 3 clusters Score -1864943 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1865315.125000 Penalty: 4709.926758
	Iteration 9Q: 3 clusters Score -1865315 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1865679.250000 Penalty: 4709.926758
	Iteration 10Q: 3 clusters Score -1865679 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1865978.625000 Penalty: 4709.926758
	Iteration 11Q: 3 clusters Score -1865979 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1866207.625000 Penalty: 4709.926758
	Iteration 12Q: 3 clusters Score -1866208 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1866340.750000 Penalty: 4709.926758
	Iteration 13Q: 3 clusters Score -1866341 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1866434.625000 Penalty: 4709.926758
	Iteration 14Q: 3 clusters Score -1866435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1866493.750000 Penalty: 4709.926758
	Iteration 15Q: 3 clusters Score -1866494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1866528.500000 Penalty: 4709.926758
	Iteration 16Q: 3 clusters Score -1866528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1866570.750000 Penalty: 4709.926758
	Iteration 17Q: 3 clusters Score -1866571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1866604.500000 Penalty: 4709.926758
	Iteration 18Q: 3 clusters Score -1866604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1866625.125000 Penalty: 4709.926758
	Iteration 19Q: 3 clusters Score -1866625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1866649.000000 Penalty: 4709.926758
	Iteration 20F: 3 clusters Score -1866649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1866670.000000 Penalty: 4709.926758
	Iteration 21Q: 3 clusters Score -1866670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1866687.500000 Penalty: 4709.926758
	Iteration 22Q: 3 clusters Score -1866688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1866691.875000 Penalty: 4709.926758
	Iteration 23Q: 3 clusters Score -1866692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1866703.750000 Penalty: 4709.926758
	Iteration 24Q: 3 clusters Score -1866704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1866707.500000 Penalty: 4709.926758
	Iteration 25Q: 3 clusters Score -1866708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1866711.750000 Penalty: 4709.926758
	Iteration 26Q: 3 clusters Score -1866712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1866715.625000 Penalty: 4709.926758
	Iteration 27Q: 3 clusters Score -1866716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1866713.750000 Penalty: 4709.926758
	Iteration 28Q: 3 clusters Score -1866714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1866714.750000 Penalty: 4709.926758
	Iteration 29Q: 3 clusters Score -1866715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1866713.750000 Penalty: 4709.926758
	Iteration 30Q: 3 clusters Score -1866714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1866717.625000 Penalty: 4709.926758
	Iteration 31Q: 3 clusters Score -1866718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1866718.125000 Penalty: 4709.926758
	Iteration 32Q: 3 clusters Score -1866718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1866726.000000 Penalty: 4709.926758
	Iteration 33Q: 3 clusters Score -1866726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1866723.500000 Penalty: 4709.926758
	Iteration 34Q: 3 clusters Score -1866724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1866730.000000 Penalty: 4709.926758
	Iteration 35Q: 3 clusters Score -1866730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1866733.000000 Penalty: 4709.926758
	Iteration 36Q: 3 clusters Score -1866733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1866738.625000 Penalty: 4709.926758
	Iteration 37Q: 3 clusters Score -1866739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1866742.250000 Penalty: 4709.926758
	Iteration 38Q: 3 clusters Score -1866742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1866745.500000 Penalty: 4709.926758
	Iteration 39Q: 3 clusters Score -1866746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1866751.125000 Penalty: 4709.926758
	Iteration 40F: 3 clusters Score -1866751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1866750.000000 Penalty: 4709.926758
	Iteration 41Q: 3 clusters Score -1866750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1866753.625000 Penalty: 4709.926758
	Iteration 42Q: 3 clusters Score -1866754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1866750.375000 Penalty: 4709.926758
	Iteration 43Q: 3 clusters Score -1866750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1866757.625000 Penalty: 4709.926758
	Iteration 44Q: 3 clusters Score -1866758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1866759.250000 Penalty: 4709.926758
	Iteration 45Q: 3 clusters Score -1866759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1866762.000000 Penalty: 4709.926758
	Iteration 46Q: 3 clusters Score -1866762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1866769.375000 Penalty: 4709.926758
	Iteration 47Q: 3 clusters Score -1866769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1866772.875000 Penalty: 4709.926758
	Iteration 48Q: 3 clusters Score -1866773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1866768.625000 Penalty: 4709.926758
	Iteration 49Q: 3 clusters Score -1866769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1866773.875000 Penalty: 4709.926758
	Iteration 50Q: 3 clusters Score -1866774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1866771.750000 Penalty: 4709.926758
	Iteration 51Q: 3 clusters Score -1866772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1866770.500000 Penalty: 4709.926758
	Iteration 52Q: 3 clusters Score -1866770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1866773.625000 Penalty: 4709.926758
	Iteration 53Q: 3 clusters Score -1866774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1866771.500000 Penalty: 4709.926758
	Iteration 54Q: 3 clusters Score -1866772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1866770.750000 Penalty: 4709.926758
	Iteration 55Q: 3 clusters Score -1866771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1866774.125000 Penalty: 4709.926758
	Iteration 56Q: 3 clusters Score -1866774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1866772.750000 Penalty: 4709.926758
	Iteration 57Q: 3 clusters Score -1866773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1866773.875000 Penalty: 4709.926758
	Iteration 58Q: 3 clusters Score -1866774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1866773.875000 Penalty: 4709.926758
	Iteration 59F: 3 clusters Score -1866774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124411.257812 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124411.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124717.812500 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124717.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124848.242188 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -124848.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124973.585938 Penalty: 3387.041260
	Iteration 3Q: 3 clusters Score -124973.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125166.687500 Penalty: 3387.041260
	Iteration 4Q: 3 clusters Score -125166.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125297.773438 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -125297.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125429.625000 Penalty: 3387.041260
	Iteration 6F: 3 clusters Score -125429.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -125672.492188 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -125672.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126049.351562 Penalty: 3387.041260
	Iteration 8F: 3 clusters Score -126049.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126198.734375 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126302.671875 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126302.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126389.414062 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126486.960938 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126604.601562 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126604.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126747.500000 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126818.632812 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -126818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126821.351562 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -126821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126822.632812 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -126822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126822.632812 Penalty: 3387.041260
	Iteration 18F: 3 clusters Score -126822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 38139 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 86916 members 
Mstep: Class 7 contains 21849 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 57414 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104895 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 89143 members 
Mstep: Class 18 contains 100382 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50721 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 46281 members 
Mstep: Class 26 contains 61866 members 
Mstep: Class 27 contains 100643 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 629 members 
Entering Unmasked Estep 
Score: -137782096.000000 Penalty: 98730.570312
Splitting cluster 24 changes total score from -137784064.000000 to -137782096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Entering Unmasked Estep 
Score: -6962216.500000 Penalty: 2664.136719
	Iteration 0F: 2 clusters Score -6962216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6930941.500000 Penalty: 5328.273438
	Iteration 0F: 3 clusters Score -6930942 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6942682.500000 Penalty: 5328.273438
	Iteration 1F: 3 clusters Score -6942682 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -6943151.500000 Penalty: 5328.273438
	Iteration 2Q: 3 clusters Score -6943152 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -6943548.000000 Penalty: 5328.273438
	Iteration 3Q: 3 clusters Score -6943548 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6943950.000000 Penalty: 5328.273438
	Iteration 4Q: 3 clusters Score -6943950 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -6944433.000000 Penalty: 5328.273438
	Iteration 5Q: 3 clusters Score -6944433 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -6945070.000000 Penalty: 5328.273438
	Iteration 6Q: 3 clusters Score -6945070 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6945817.000000 Penalty: 5328.273438
	Iteration 7Q: 3 clusters Score -6945817 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6946969.500000 Penalty: 5328.273438
	Iteration 8Q: 3 clusters Score -6946970 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -6948675.500000 Penalty: 5328.273438
	Iteration 9F: 3 clusters Score -6948676 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -6951121.000000 Penalty: 5328.273438
	Iteration 10F: 3 clusters Score -6951121 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -6953899.500000 Penalty: 5328.273438
	Iteration 11F: 3 clusters Score -6953900 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -6956186.000000 Penalty: 5328.273438
	Iteration 12F: 3 clusters Score -6956186 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6957805.000000 Penalty: 5328.273438
	Iteration 13Q: 3 clusters Score -6957805 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6958733.500000 Penalty: 5328.273438
	Iteration 14Q: 3 clusters Score -6958734 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6959259.000000 Penalty: 5328.273438
	Iteration 15Q: 3 clusters Score -6959259 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6959542.000000 Penalty: 5328.273438
	Iteration 16Q: 3 clusters Score -6959542 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6959702.500000 Penalty: 5328.273438
	Iteration 17Q: 3 clusters Score -6959702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6959785.500000 Penalty: 5328.273438
	Iteration 18Q: 3 clusters Score -6959786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6959830.500000 Penalty: 5328.273438
	Iteration 19Q: 3 clusters Score -6959830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6959874.000000 Penalty: 5328.273438
	Iteration 20F: 3 clusters Score -6959874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6959887.500000 Penalty: 5328.273438
	Iteration 21Q: 3 clusters Score -6959888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6959905.000000 Penalty: 5328.273438
	Iteration 22Q: 3 clusters Score -6959905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6959915.500000 Penalty: 5328.273438
	Iteration 23Q: 3 clusters Score -6959916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6959916.500000 Penalty: 5328.273438
	Iteration 24Q: 3 clusters Score -6959916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6959916.500000 Penalty: 5328.273438
	Iteration 25Q: 3 clusters Score -6959916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6959919.500000 Penalty: 5328.273438
	Iteration 26Q: 3 clusters Score -6959920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6959926.000000 Penalty: 5328.273438
	Iteration 27Q: 3 clusters Score -6959926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6959926.500000 Penalty: 5328.273438
	Iteration 28Q: 3 clusters Score -6959926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6959925.500000 Penalty: 5328.273438
	Iteration 29Q: 3 clusters Score -6959926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6959925.500000 Penalty: 5328.273438
	Iteration 30F: 3 clusters Score -6959926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (61866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Entering Unmasked Estep 
Score: -9656169.000000 Penalty: 2736.116211
	Iteration 0F: 2 clusters Score -9656169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -9614845.000000 Penalty: 5472.232422
	Iteration 0F: 3 clusters Score -9614845 nChanged 28730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -9630893.000000 Penalty: 5472.232422
	Iteration 1F: 3 clusters Score -9630893 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -9631577.000000 Penalty: 5472.232422
	Iteration 2Q: 3 clusters Score -9631577 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -9632212.000000 Penalty: 5472.232422
	Iteration 3Q: 3 clusters Score -9632212 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9632991.000000 Penalty: 5472.232422
	Iteration 4Q: 3 clusters Score -9632991 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -9633915.000000 Penalty: 5472.232422
	Iteration 5Q: 3 clusters Score -9633915 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -9635151.000000 Penalty: 5472.232422
	Iteration 6Q: 3 clusters Score -9635151 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -9636898.000000 Penalty: 5472.232422
	Iteration 7F: 3 clusters Score -9636898 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -9639277.000000 Penalty: 5472.232422
	Iteration 8F: 3 clusters Score -9639277 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -9642144.000000 Penalty: 5472.232422
	Iteration 9F: 3 clusters Score -9642144 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -9644797.000000 Penalty: 5472.232422
	Iteration 10F: 3 clusters Score -9644797 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -9646616.000000 Penalty: 5472.232422
	Iteration 11Q: 3 clusters Score -9646616 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -9647578.000000 Penalty: 5472.232422
	Iteration 12Q: 3 clusters Score -9647578 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -9648112.000000 Penalty: 5472.232422
	Iteration 13Q: 3 clusters Score -9648112 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -9648576.000000 Penalty: 5472.232422
	Iteration 14Q: 3 clusters Score -9648576 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -9648906.000000 Penalty: 5472.232422
	Iteration 15Q: 3 clusters Score -9648906 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -9649363.000000 Penalty: 5472.232422
	Iteration 16Q: 3 clusters Score -9649363 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -9649757.000000 Penalty: 5472.232422
	Iteration 17Q: 3 clusters Score -9649757 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -9650110.000000 Penalty: 5472.232422
	Iteration 18Q: 3 clusters Score -9650110 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -9650530.000000 Penalty: 5472.232422
	Iteration 19Q: 3 clusters Score -9650530 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -9650886.000000 Penalty: 5472.232422
	Iteration 20F: 3 clusters Score -9650886 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -9651294.000000 Penalty: 5472.232422
	Iteration 21Q: 3 clusters Score -9651294 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -9651636.000000 Penalty: 5472.232422
	Iteration 22Q: 3 clusters Score -9651636 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -9652087.000000 Penalty: 5472.232422
	Iteration 23Q: 3 clusters Score -9652087 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -9652303.000000 Penalty: 5472.232422
	Iteration 24Q: 3 clusters Score -9652303 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -9652553.000000 Penalty: 5472.232422
	Iteration 25Q: 3 clusters Score -9652553 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -9652797.000000 Penalty: 5472.232422
	Iteration 26Q: 3 clusters Score -9652797 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -9652975.000000 Penalty: 5472.232422
	Iteration 27Q: 3 clusters Score -9652975 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -9653165.000000 Penalty: 5472.232422
	Iteration 28Q: 3 clusters Score -9653165 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -9653296.000000 Penalty: 5472.232422
	Iteration 29Q: 3 clusters Score -9653296 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -9653410.000000 Penalty: 5472.232422
	Iteration 30Q: 3 clusters Score -9653410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -9653496.000000 Penalty: 5472.232422
	Iteration 31Q: 3 clusters Score -9653496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -9653584.000000 Penalty: 5472.232422
	Iteration 32Q: 3 clusters Score -9653584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -9653647.000000 Penalty: 5472.232422
	Iteration 33Q: 3 clusters Score -9653647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -9653678.000000 Penalty: 5472.232422
	Iteration 34Q: 3 clusters Score -9653678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -9653723.000000 Penalty: 5472.232422
	Iteration 35Q: 3 clusters Score -9653723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -9653762.000000 Penalty: 5472.232422
	Iteration 36Q: 3 clusters Score -9653762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -9653793.000000 Penalty: 5472.232422
	Iteration 37Q: 3 clusters Score -9653793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -9653801.000000 Penalty: 5472.232422
	Iteration 38Q: 3 clusters Score -9653801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -9653819.000000 Penalty: 5472.232422
	Iteration 39Q: 3 clusters Score -9653819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -9653824.000000 Penalty: 5472.232422
	Iteration 40F: 3 clusters Score -9653824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -9653825.000000 Penalty: 5472.232422
	Iteration 41Q: 3 clusters Score -9653825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -9653847.000000 Penalty: 5472.232422
	Iteration 42Q: 3 clusters Score -9653847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -9653858.000000 Penalty: 5472.232422
	Iteration 43Q: 3 clusters Score -9653858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -9653859.000000 Penalty: 5472.232422
	Iteration 44Q: 3 clusters Score -9653859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -9653857.000000 Penalty: 5472.232422
	Iteration 45Q: 3 clusters Score -9653857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -9653855.000000 Penalty: 5472.232422
	Iteration 46Q: 3 clusters Score -9653855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -9653859.000000 Penalty: 5472.232422
	Iteration 47Q: 3 clusters Score -9653859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -9653859.000000 Penalty: 5472.232422
	Iteration 48Q: 3 clusters Score -9653859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -9653862.000000 Penalty: 5472.232422
	Iteration 49Q: 3 clusters Score -9653862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -9653860.000000 Penalty: 5472.232422
	Iteration 50Q: 3 clusters Score -9653860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -9653870.000000 Penalty: 5472.232422
	Iteration 51Q: 3 clusters Score -9653870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -9653868.000000 Penalty: 5472.232422
	Iteration 52Q: 3 clusters Score -9653868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -9653876.000000 Penalty: 5472.232422
	Iteration 53Q: 3 clusters Score -9653876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -9653872.000000 Penalty: 5472.232422
	Iteration 54Q: 3 clusters Score -9653872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -9653883.000000 Penalty: 5472.232422
	Iteration 55Q: 3 clusters Score -9653883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -9653875.000000 Penalty: 5472.232422
	Iteration 56Q: 3 clusters Score -9653875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -9653881.000000 Penalty: 5472.232422
	Iteration 57Q: 3 clusters Score -9653881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -9653889.000000 Penalty: 5472.232422
	Iteration 58Q: 3 clusters Score -9653889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -9653894.000000 Penalty: 5472.232422
	Iteration 59Q: 3 clusters Score -9653894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -9653891.000000 Penalty: 5472.232422
	Iteration 60F: 3 clusters Score -9653891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -9653895.000000 Penalty: 5472.232422
	Iteration 61Q: 3 clusters Score -9653895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -9653891.000000 Penalty: 5472.232422
	Iteration 62Q: 3 clusters Score -9653891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -9653899.000000 Penalty: 5472.232422
	Iteration 63Q: 3 clusters Score -9653899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -9653898.000000 Penalty: 5472.232422
	Iteration 64Q: 3 clusters Score -9653898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -9653907.000000 Penalty: 5472.232422
	Iteration 65Q: 3 clusters Score -9653907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -9653907.000000 Penalty: 5472.232422
	Iteration 66F: 3 clusters Score -9653907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (100643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Entering Unmasked Estep 
Score: -15466319.000000 Penalty: 2856.794922
	Iteration 0F: 2 clusters Score -1.546632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -15400952.000000 Penalty: 5713.589844
	Iteration 0F: 3 clusters Score -1.540095e+07 nChanged 47662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -15427977.000000 Penalty: 5713.589844
	Iteration 1F: 3 clusters Score -1.542798e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -15428628.000000 Penalty: 5713.589844
	Iteration 2Q: 3 clusters Score -1.542863e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -15429144.000000 Penalty: 5713.589844
	Iteration 3Q: 3 clusters Score -1.542914e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -15429912.000000 Penalty: 5713.589844
	Iteration 4Q: 3 clusters Score -1.542991e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -15430789.000000 Penalty: 5713.589844
	Iteration 5Q: 3 clusters Score -1.543079e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -15431848.000000 Penalty: 5713.589844
	Iteration 6Q: 3 clusters Score -1.543185e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -15433523.000000 Penalty: 5713.589844
	Iteration 7Q: 3 clusters Score -1.543352e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -15436064.000000 Penalty: 5713.589844
	Iteration 8Q: 3 clusters Score -1.543606e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -15439461.000000 Penalty: 5713.589844
	Iteration 9F: 3 clusters Score -1.543946e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -15443787.000000 Penalty: 5713.589844
	Iteration 10F: 3 clusters Score -1.544379e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -15447998.000000 Penalty: 5713.589844
	Iteration 11F: 3 clusters Score -1.5448e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -15451138.000000 Penalty: 5713.589844
	Iteration 12Q: 3 clusters Score -1.545114e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -15452921.000000 Penalty: 5713.589844
	Iteration 13Q: 3 clusters Score -1.545292e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -15453957.000000 Penalty: 5713.589844
	Iteration 14Q: 3 clusters Score -1.545396e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -15454629.000000 Penalty: 5713.589844
	Iteration 15Q: 3 clusters Score -1.545463e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -15455144.000000 Penalty: 5713.589844
	Iteration 16Q: 3 clusters Score -1.545514e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -15455696.000000 Penalty: 5713.589844
	Iteration 17Q: 3 clusters Score -1.54557e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -15456171.000000 Penalty: 5713.589844
	Iteration 18Q: 3 clusters Score -1.545617e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -15456753.000000 Penalty: 5713.589844
	Iteration 19Q: 3 clusters Score -1.545675e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -15457282.000000 Penalty: 5713.589844
	Iteration 20F: 3 clusters Score -1.545728e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -15457775.000000 Penalty: 5713.589844
	Iteration 21Q: 3 clusters Score -1.545778e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -15458310.000000 Penalty: 5713.589844
	Iteration 22Q: 3 clusters Score -1.545831e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -15458837.000000 Penalty: 5713.589844
	Iteration 23Q: 3 clusters Score -1.545884e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -15459348.000000 Penalty: 5713.589844
	Iteration 24Q: 3 clusters Score -1.545935e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -15459839.000000 Penalty: 5713.589844
	Iteration 25Q: 3 clusters Score -1.545984e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -15460349.000000 Penalty: 5713.589844
	Iteration 26Q: 3 clusters Score -1.546035e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -15460847.000000 Penalty: 5713.589844
	Iteration 27Q: 3 clusters Score -1.546085e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -15461120.000000 Penalty: 5713.589844
	Iteration 28Q: 3 clusters Score -1.546112e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -15461451.000000 Penalty: 5713.589844
	Iteration 29Q: 3 clusters Score -1.546145e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -15461821.000000 Penalty: 5713.589844
	Iteration 30Q: 3 clusters Score -1.546182e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -15462117.000000 Penalty: 5713.589844
	Iteration 31Q: 3 clusters Score -1.546212e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -15462413.000000 Penalty: 5713.589844
	Iteration 32Q: 3 clusters Score -1.546241e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -15462659.000000 Penalty: 5713.589844
	Iteration 33Q: 3 clusters Score -1.546266e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -15462896.000000 Penalty: 5713.589844
	Iteration 34Q: 3 clusters Score -1.54629e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -15463127.000000 Penalty: 5713.589844
	Iteration 35Q: 3 clusters Score -1.546313e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -15463253.000000 Penalty: 5713.589844
	Iteration 36Q: 3 clusters Score -1.546325e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -15463365.000000 Penalty: 5713.589844
	Iteration 37Q: 3 clusters Score -1.546336e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -15463441.000000 Penalty: 5713.589844
	Iteration 38Q: 3 clusters Score -1.546344e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -15463520.000000 Penalty: 5713.589844
	Iteration 39Q: 3 clusters Score -1.546352e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -15463581.000000 Penalty: 5713.589844
	Iteration 40F: 3 clusters Score -1.546358e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -15463653.000000 Penalty: 5713.589844
	Iteration 41Q: 3 clusters Score -1.546365e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -15463697.000000 Penalty: 5713.589844
	Iteration 42Q: 3 clusters Score -1.54637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -15463748.000000 Penalty: 5713.589844
	Iteration 43Q: 3 clusters Score -1.546375e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -15463789.000000 Penalty: 5713.589844
	Iteration 44Q: 3 clusters Score -1.546379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -15463825.000000 Penalty: 5713.589844
	Iteration 45Q: 3 clusters Score -1.546382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -15463838.000000 Penalty: 5713.589844
	Iteration 46Q: 3 clusters Score -1.546384e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -15463868.000000 Penalty: 5713.589844
	Iteration 47Q: 3 clusters Score -1.546387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -15463876.000000 Penalty: 5713.589844
	Iteration 48Q: 3 clusters Score -1.546388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -15463894.000000 Penalty: 5713.589844
	Iteration 49Q: 3 clusters Score -1.546389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -15463899.000000 Penalty: 5713.589844
	Iteration 50Q: 3 clusters Score -1.54639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -15463904.000000 Penalty: 5713.589844
	Iteration 51Q: 3 clusters Score -1.54639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -15463924.000000 Penalty: 5713.589844
	Iteration 52Q: 3 clusters Score -1.546392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -15463923.000000 Penalty: 5713.589844
	Iteration 53Q: 3 clusters Score -1.546392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -15463922.000000 Penalty: 5713.589844
	Iteration 54Q: 3 clusters Score -1.546392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -15463931.000000 Penalty: 5713.589844
	Iteration 55Q: 3 clusters Score -1.546393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -15463930.000000 Penalty: 5713.589844
	Iteration 56Q: 3 clusters Score -1.546393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -15463932.000000 Penalty: 5713.589844
	Iteration 57Q: 3 clusters Score -1.546393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -15463923.000000 Penalty: 5713.589844
	Iteration 58Q: 3 clusters Score -1.546392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -15463928.000000 Penalty: 5713.589844
	Iteration 59Q: 3 clusters Score -1.546393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -15463933.000000 Penalty: 5713.589844
	Iteration 60F: 3 clusters Score -1.546393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -15463934.000000 Penalty: 5713.589844
	Iteration 61Q: 3 clusters Score -1.546393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -15463934.000000 Penalty: 5713.589844
	Iteration 62Q: 3 clusters Score -1.546393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -15463940.000000 Penalty: 5713.589844
	Iteration 63Q: 3 clusters Score -1.546394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -15463936.000000 Penalty: 5713.589844
	Iteration 64Q: 3 clusters Score -1.546394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -15463941.000000 Penalty: 5713.589844
	Iteration 65Q: 3 clusters Score -1.546394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -15463950.000000 Penalty: 5713.589844
	Iteration 66Q: 3 clusters Score -1.546395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -15463947.000000 Penalty: 5713.589844
	Iteration 67Q: 3 clusters Score -1.546395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -15463967.000000 Penalty: 5713.589844
	Iteration 68Q: 3 clusters Score -1.546397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -15463971.000000 Penalty: 5713.589844
	Iteration 69Q: 3 clusters Score -1.546397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -15463972.000000 Penalty: 5713.589844
	Iteration 70Q: 3 clusters Score -1.546397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -15463966.000000 Penalty: 5713.589844
	Iteration 71Q: 3 clusters Score -1.546397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -15463968.000000 Penalty: 5713.589844
	Iteration 72Q: 3 clusters Score -1.546397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -15463969.000000 Penalty: 5713.589844
	Iteration 73Q: 3 clusters Score -1.546397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -15463975.000000 Penalty: 5713.589844
	Iteration 74Q: 3 clusters Score -1.546398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -15463974.000000 Penalty: 5713.589844
	Iteration 75Q: 3 clusters Score -1.546397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -15463974.000000 Penalty: 5713.589844
	Iteration 76F: 3 clusters Score -1.546397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128599.742188 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128599.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -129185.531250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -129185.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -129653.359375 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129653.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -130138.781250 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -130138.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -130438.906250 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130438.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -130582.429688 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -130682.789062 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130682.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130760.851562 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -130813.421875 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -130850.851562 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -130923.750000 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -130930.210938 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130931.070312 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130931.070312 Penalty: 3402.368896
	Iteration 13F: 3 clusters Score -130931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 38139 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 86916 members 
Mstep: Class 7 contains 21849 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 57414 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104895 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 89143 members 
Mstep: Class 18 contains 100382 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50721 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46281 members 
Mstep: Class 26 contains 61866 members 
Mstep: Class 27 contains 100643 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 277 members 
Entering Unmasked Estep 
Score: -137782016.000000 Penalty: 98730.570312
Splitting cluster 28 changes total score from -137784064.000000 to -137782016.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 38139 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 86916 members 
Mstep: Class 7 contains 21849 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 57414 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104895 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 89143 members 
Mstep: Class 18 contains 100382 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50721 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46281 members 
Mstep: Class 26 contains 61866 members 
Mstep: Class 27 contains 100643 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783520.000000 Penalty: 95326.062500
Iteration 159Q: 29 clusters Score -1.377835e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 38251 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33432 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 86052 members 
Mstep: Class 7 contains 21791 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 7855 members 
Mstep: Class 11 contains 57519 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104968 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 89584 members 
Mstep: Class 18 contains 100482 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 47612 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50579 members 
Mstep: Class 23 contains 13297 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46276 members 
Mstep: Class 26 contains 62049 members 
Mstep: Class 27 contains 100671 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783392.000000 Penalty: 95326.062500
Iteration 160F: 29 clusters Score -1.377834e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 38361 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33481 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 6 contains 85108 members 
Mstep: Class 7 contains 21727 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 57653 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105049 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 90109 members 
Mstep: Class 18 contains 100586 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 47541 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50358 members 
Mstep: Class 23 contains 13279 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46254 members 
Mstep: Class 26 contains 62251 members 
Mstep: Class 27 contains 100708 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783616.000000 Penalty: 95326.062500
Iteration 161Q: 29 clusters Score -1.377836e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 38510 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33513 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 84021 members 
Mstep: Class 7 contains 21650 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 57794 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105156 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 90501 members 
Mstep: Class 18 contains 100782 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 20 contains 47489 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50176 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46237 members 
Mstep: Class 26 contains 62506 members 
Mstep: Class 27 contains 100771 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782752.000000 Penalty: 95326.062500
Iteration 162Q: 29 clusters Score -1.377828e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 38648 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33547 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 6 contains 82932 members 
Mstep: Class 7 contains 21596 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 11 contains 57949 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105252 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 90930 members 
Mstep: Class 18 contains 100944 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 47423 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49968 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46218 members 
Mstep: Class 26 contains 62774 members 
Mstep: Class 27 contains 100862 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783152.000000 Penalty: 95326.062500
Iteration 163Q: 29 clusters Score -1.377832e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 38786 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33561 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 81815 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 58144 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105265 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 91372 members 
Mstep: Class 18 contains 101071 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 47345 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49824 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 63061 members 
Mstep: Class 27 contains 100950 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782896.000000 Penalty: 95326.062500
Iteration 164Q: 29 clusters Score -1.377829e+08 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 38945 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33578 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 80682 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 58346 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105189 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4367 members 
Mstep: Class 17 contains 91780 members 
Mstep: Class 18 contains 101211 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 47278 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49730 members 
Mstep: Class 23 contains 13177 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46169 members 
Mstep: Class 26 contains 63322 members 
Mstep: Class 27 contains 101079 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783584.000000 Penalty: 95326.062500
Iteration 165Q: 29 clusters Score -1.377836e+08 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 39116 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33600 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 79463 members 
Mstep: Class 7 contains 21439 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 7847 members 
Mstep: Class 11 contains 58548 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105085 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 92213 members 
Mstep: Class 18 contains 101336 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 47202 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49713 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46140 members 
Mstep: Class 26 contains 63600 members 
Mstep: Class 27 contains 101216 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783344.000000 Penalty: 95326.062500
Iteration 166Q: 29 clusters Score -1.377833e+08 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 39267 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33626 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 6 contains 78184 members 
Mstep: Class 7 contains 21392 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 58707 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104989 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 92688 members 
Mstep: Class 18 contains 101449 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 47103 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49774 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46123 members 
Mstep: Class 26 contains 63868 members 
Mstep: Class 27 contains 101388 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783664.000000 Penalty: 95326.062500
Iteration 167Q: 29 clusters Score -1.377837e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 39421 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33635 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 76928 members 
Mstep: Class 7 contains 21348 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 7822 members 
Mstep: Class 11 contains 58836 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104921 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 93163 members 
Mstep: Class 18 contains 101555 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 47013 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49884 members 
Mstep: Class 23 contains 13175 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46120 members 
Mstep: Class 26 contains 64091 members 
Mstep: Class 27 contains 101549 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783600.000000 Penalty: 95326.062500
Iteration 168Q: 29 clusters Score -1.377836e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 39558 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33655 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 75757 members 
Mstep: Class 7 contains 21320 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 58961 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104887 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 93583 members 
Mstep: Class 18 contains 101617 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 46949 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 49993 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46104 members 
Mstep: Class 26 contains 64298 members 
Mstep: Class 27 contains 101693 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783968.000000 Penalty: 95326.062500
Iteration 169Q: 29 clusters Score -1.37784e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 39692 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33660 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 74615 members 
Mstep: Class 7 contains 21281 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 7790 members 
Mstep: Class 11 contains 59109 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104888 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 93941 members 
Mstep: Class 18 contains 101673 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 46902 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50111 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46093 members 
Mstep: Class 26 contains 64501 members 
Mstep: Class 27 contains 101838 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784336.000000 Penalty: 95326.062500
Iteration 170Q: 29 clusters Score -1.377843e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 39822 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33655 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 7779 members 
Mstep: Class 11 contains 59242 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104916 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 94262 members 
Mstep: Class 18 contains 101687 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 46855 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50309 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46079 members 
Mstep: Class 26 contains 64677 members 
Mstep: Class 27 contains 101991 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784352.000000 Penalty: 95326.062500
Iteration 171Q: 29 clusters Score -1.377844e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 39934 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33655 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 21199 members 
Mstep: Class 8 contains 6565 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 59347 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104929 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 94654 members 
Mstep: Class 18 contains 101684 members 
Mstep: Class 19 contains 2965 members 
Mstep: Class 20 contains 46836 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50467 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46065 members 
Mstep: Class 26 contains 64855 members 
Mstep: Class 27 contains 102125 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784592.000000 Penalty: 95326.062500
Iteration 172Q: 29 clusters Score -1.377846e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 40029 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33642 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 11 contains 59465 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104917 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 95062 members 
Mstep: Class 18 contains 101648 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 46812 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50644 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46049 members 
Mstep: Class 26 contains 64989 members 
Mstep: Class 27 contains 102337 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784656.000000 Penalty: 95326.062500
Iteration 173Q: 29 clusters Score -1.377847e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 40125 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33617 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 70369 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 59563 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104951 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 95373 members 
Mstep: Class 18 contains 101661 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 46802 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 50840 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46033 members 
Mstep: Class 26 contains 65097 members 
Mstep: Class 27 contains 102516 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785024.000000 Penalty: 95326.062500
Iteration 174Q: 29 clusters Score -1.37785e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 40189 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33588 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 69503 members 
Mstep: Class 7 contains 21103 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 59638 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104947 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 95700 members 
Mstep: Class 18 contains 101610 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 46803 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51075 members 
Mstep: Class 23 contains 13193 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46025 members 
Mstep: Class 26 contains 65203 members 
Mstep: Class 27 contains 102682 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785296.000000 Penalty: 95326.062500
Iteration 175Q: 29 clusters Score -1.377853e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 40264 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33585 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 68629 members 
Mstep: Class 7 contains 21072 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 59709 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104918 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 96064 members 
Mstep: Class 18 contains 101531 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 46793 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51357 members 
Mstep: Class 23 contains 13199 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46018 members 
Mstep: Class 26 contains 65270 members 
Mstep: Class 27 contains 102840 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785360.000000 Penalty: 95326.062500
Iteration 176Q: 29 clusters Score -1.377854e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 40317 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33564 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 67848 members 
Mstep: Class 7 contains 21041 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 59791 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104890 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 17 contains 96396 members 
Mstep: Class 18 contains 101429 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 46781 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51653 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46012 members 
Mstep: Class 26 contains 65313 members 
Mstep: Class 27 contains 102987 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785664.000000 Penalty: 95326.062500
Iteration 177Q: 29 clusters Score -1.377857e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 40354 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33556 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 67165 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 59868 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104846 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 96701 members 
Mstep: Class 18 contains 101327 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 46752 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 51926 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46005 members 
Mstep: Class 26 contains 65345 members 
Mstep: Class 27 contains 103127 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785888.000000 Penalty: 95326.062500
Iteration 178Q: 29 clusters Score -1.377859e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 40372 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33535 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 66493 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 7645 members 
Mstep: Class 11 contains 59929 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104863 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 18 contains 101266 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 46733 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 52200 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 46005 members 
Mstep: Class 26 contains 65352 members 
Mstep: Class 27 contains 103252 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786352.000000 Penalty: 95326.062500
Iteration 179Q: 29 clusters Score -1.377864e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 40398 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33495 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 65853 members 
Mstep: Class 7 contains 21003 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104892 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 4472 members 
Mstep: Class 17 contains 97245 members 
Mstep: Class 18 contains 101192 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 46730 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 52486 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45981 members 
Mstep: Class 26 contains 65385 members 
Mstep: Class 27 contains 103335 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786592.000000 Penalty: 95326.062500
Iteration 180F: 29 clusters Score -1.377866e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 40419 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33447 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 65290 members 
Mstep: Class 7 contains 20989 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104897 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 97482 members 
Mstep: Class 18 contains 101100 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 46740 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 52771 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45965 members 
Mstep: Class 26 contains 65392 members 
Mstep: Class 27 contains 103443 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786944.000000 Penalty: 95326.062500
Iteration 181Q: 29 clusters Score -1.377869e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 40429 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33399 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 64789 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104888 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 97693 members 
Mstep: Class 18 contains 101019 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 46746 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53048 members 
Mstep: Class 23 contains 13207 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45947 members 
Mstep: Class 26 contains 65413 members 
Mstep: Class 27 contains 103557 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786912.000000 Penalty: 95326.062500
Iteration 182Q: 29 clusters Score -1.377869e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40420 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33352 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 64293 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 60166 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104854 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 97950 members 
Mstep: Class 18 contains 100973 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 46750 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53330 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45931 members 
Mstep: Class 26 contains 65401 members 
Mstep: Class 27 contains 103656 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787376.000000 Penalty: 95326.062500
Iteration 183Q: 29 clusters Score -1.377874e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 40419 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33303 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 60190 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104828 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 98112 members 
Mstep: Class 18 contains 100919 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53633 members 
Mstep: Class 23 contains 13201 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45915 members 
Mstep: Class 26 contains 65392 members 
Mstep: Class 27 contains 103747 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787392.000000 Penalty: 95326.062500
Iteration 184Q: 29 clusters Score -1.377874e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 40407 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33262 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 63477 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 60217 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104758 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 98278 members 
Mstep: Class 18 contains 100882 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 53943 members 
Mstep: Class 23 contains 13196 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45917 members 
Mstep: Class 26 contains 65383 members 
Mstep: Class 27 contains 103842 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787696.000000 Penalty: 95326.062500
Iteration 185Q: 29 clusters Score -1.377877e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 40409 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33236 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 63079 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 60225 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104722 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 98447 members 
Mstep: Class 18 contains 100871 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 46761 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 54237 members 
Mstep: Class 23 contains 13204 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45904 members 
Mstep: Class 26 contains 65362 members 
Mstep: Class 27 contains 103900 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787936.000000 Penalty: 95326.062500
Iteration 186Q: 29 clusters Score -1.377879e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 40409 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33196 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 62721 members 
Mstep: Class 7 contains 20875 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 7535 members 
Mstep: Class 11 contains 60233 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104719 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 4515 members 
Mstep: Class 17 contains 98581 members 
Mstep: Class 18 contains 100860 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 46761 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 54531 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45889 members 
Mstep: Class 26 contains 65334 members 
Mstep: Class 27 contains 103945 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787984.000000 Penalty: 95326.062500
Iteration 187Q: 29 clusters Score -1.37788e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 40406 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 62428 members 
Mstep: Class 7 contains 20853 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 60227 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104660 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 98744 members 
Mstep: Class 18 contains 100803 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 46760 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 54853 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45873 members 
Mstep: Class 26 contains 65301 members 
Mstep: Class 27 contains 103971 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788592.000000 Penalty: 95326.062500
Iteration 188Q: 29 clusters Score -1.377886e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 40409 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33127 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 62107 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7510 members 
Mstep: Class 11 contains 60215 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104628 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 4529 members 
Mstep: Class 17 contains 98877 members 
Mstep: Class 18 contains 100752 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 46758 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 55201 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45860 members 
Mstep: Class 26 contains 65263 members 
Mstep: Class 27 contains 104016 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788800.000000 Penalty: 95326.062500
Iteration 189Q: 29 clusters Score -1.377888e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 40408 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33103 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 61733 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 60221 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104608 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 99033 members 
Mstep: Class 18 contains 100732 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 55523 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45850 members 
Mstep: Class 26 contains 65219 members 
Mstep: Class 27 contains 104054 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789328.000000 Penalty: 95326.062500
Iteration 190Q: 29 clusters Score -1.377893e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 40393 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33072 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 61390 members 
Mstep: Class 7 contains 20788 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 60216 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104596 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99240 members 
Mstep: Class 18 contains 100687 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 20 contains 46772 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 55847 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45842 members 
Mstep: Class 26 contains 65170 members 
Mstep: Class 27 contains 104073 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789488.000000 Penalty: 95326.062500
Iteration 191Q: 29 clusters Score -1.377895e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 40384 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33053 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 61032 members 
Mstep: Class 7 contains 20766 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 60225 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104600 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99371 members 
Mstep: Class 18 contains 100617 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 46781 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 56238 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45831 members 
Mstep: Class 26 contains 65142 members 
Mstep: Class 27 contains 104061 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789872.000000 Penalty: 95326.062500
Iteration 192Q: 29 clusters Score -1.377899e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 40368 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 33034 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 60719 members 
Mstep: Class 7 contains 20748 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60221 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104591 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99478 members 
Mstep: Class 18 contains 100584 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 46782 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 56588 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45818 members 
Mstep: Class 26 contains 65110 members 
Mstep: Class 27 contains 104059 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789824.000000 Penalty: 95326.062500
Iteration 193Q: 29 clusters Score -1.377898e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 40344 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32993 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 60370 members 
Mstep: Class 7 contains 20729 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 60219 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104559 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99662 members 
Mstep: Class 18 contains 100544 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 46782 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 56940 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45804 members 
Mstep: Class 26 contains 65078 members 
Mstep: Class 27 contains 104078 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790384.000000 Penalty: 95326.062500
Iteration 194Q: 29 clusters Score -1.377904e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 40306 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32943 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 60041 members 
Mstep: Class 7 contains 20713 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 60235 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104580 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99857 members 
Mstep: Class 18 contains 100477 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 46786 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 57249 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45805 members 
Mstep: Class 26 contains 65062 members 
Mstep: Class 27 contains 104045 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790784.000000 Penalty: 95326.062500
Iteration 195Q: 29 clusters Score -1.377908e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 40276 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32893 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 59740 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 60247 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104570 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 99999 members 
Mstep: Class 18 contains 100400 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 46780 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 57555 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45812 members 
Mstep: Class 26 contains 65050 members 
Mstep: Class 27 contains 104065 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791344.000000 Penalty: 95326.062500
Iteration 196Q: 29 clusters Score -1.377913e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 40236 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32834 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 59481 members 
Mstep: Class 7 contains 20661 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 60244 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104558 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 100158 members 
Mstep: Class 18 contains 100348 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 46785 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 57862 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45796 members 
Mstep: Class 26 contains 65032 members 
Mstep: Class 27 contains 104085 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791632.000000 Penalty: 95326.062500
Iteration 197Q: 29 clusters Score -1.377916e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 40199 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32792 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 59242 members 
Mstep: Class 7 contains 20651 members 
Mstep: Class 8 contains 6956 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60260 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104554 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 100326 members 
Mstep: Class 18 contains 100282 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 46801 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58139 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45780 members 
Mstep: Class 26 contains 64988 members 
Mstep: Class 27 contains 104084 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792096.000000 Penalty: 95326.062500
Iteration 198Q: 29 clusters Score -1.377921e+08 nChanged 2344
Entering ConstructFrom: 
Score: -137792096.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (27082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Entering Unmasked Estep 
Score: -3929961.000000 Penalty: 2531.242920
	Iteration 0F: 2 clusters Score -3929961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3911323.500000 Penalty: 5062.485840
	Iteration 0F: 3 clusters Score -3911324 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3917876.250000 Penalty: 5062.485840
	Iteration 1F: 3 clusters Score -3917876 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3918331.250000 Penalty: 5062.485840
	Iteration 2F: 3 clusters Score -3918331 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3918784.500000 Penalty: 5062.485840
	Iteration 3Q: 3 clusters Score -3918784 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3919235.250000 Penalty: 5062.485840
	Iteration 4Q: 3 clusters Score -3919235 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3919758.500000 Penalty: 5062.485840
	Iteration 5Q: 3 clusters Score -3919758 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3920417.750000 Penalty: 5062.485840
	Iteration 6Q: 3 clusters Score -3920418 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3921271.500000 Penalty: 5062.485840
	Iteration 7F: 3 clusters Score -3921272 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3922377.750000 Penalty: 5062.485840
	Iteration 8F: 3 clusters Score -3922378 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3923701.500000 Penalty: 5062.485840
	Iteration 9F: 3 clusters Score -3923702 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3924993.500000 Penalty: 5062.485840
	Iteration 10F: 3 clusters Score -3924994 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3926067.750000 Penalty: 5062.485840
	Iteration 11Q: 3 clusters Score -3926068 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3926844.250000 Penalty: 5062.485840
	Iteration 12Q: 3 clusters Score -3926844 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3927328.000000 Penalty: 5062.485840
	Iteration 13Q: 3 clusters Score -3927328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3927576.750000 Penalty: 5062.485840
	Iteration 14Q: 3 clusters Score -3927577 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3927730.500000 Penalty: 5062.485840
	Iteration 15Q: 3 clusters Score -3927730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3927851.500000 Penalty: 5062.485840
	Iteration 16Q: 3 clusters Score -3927852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3927940.250000 Penalty: 5062.485840
	Iteration 17Q: 3 clusters Score -3927940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3928029.500000 Penalty: 5062.485840
	Iteration 18Q: 3 clusters Score -3928030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3928085.250000 Penalty: 5062.485840
	Iteration 19Q: 3 clusters Score -3928085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3928121.500000 Penalty: 5062.485840
	Iteration 20F: 3 clusters Score -3928122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3928142.000000 Penalty: 5062.485840
	Iteration 21Q: 3 clusters Score -3928142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3928165.000000 Penalty: 5062.485840
	Iteration 22Q: 3 clusters Score -3928165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3928179.000000 Penalty: 5062.485840
	Iteration 23Q: 3 clusters Score -3928179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3928188.250000 Penalty: 5062.485840
	Iteration 24Q: 3 clusters Score -3928188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3928194.500000 Penalty: 5062.485840
	Iteration 25Q: 3 clusters Score -3928194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3928201.000000 Penalty: 5062.485840
	Iteration 26Q: 3 clusters Score -3928201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3928213.500000 Penalty: 5062.485840
	Iteration 27Q: 3 clusters Score -3928214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3928224.500000 Penalty: 5062.485840
	Iteration 28Q: 3 clusters Score -3928224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3928227.250000 Penalty: 5062.485840
	Iteration 29Q: 3 clusters Score -3928227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3928230.750000 Penalty: 5062.485840
	Iteration 30Q: 3 clusters Score -3928231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3928227.500000 Penalty: 5062.485840
	Iteration 31Q: 3 clusters Score -3928228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3928229.000000 Penalty: 5062.485840
	Iteration 32Q: 3 clusters Score -3928229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3928235.000000 Penalty: 5062.485840
	Iteration 33Q: 3 clusters Score -3928235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3928234.000000 Penalty: 5062.485840
	Iteration 34Q: 3 clusters Score -3928234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3928240.000000 Penalty: 5062.485840
	Iteration 35Q: 3 clusters Score -3928240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3928243.500000 Penalty: 5062.485840
	Iteration 36Q: 3 clusters Score -3928244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3928249.000000 Penalty: 5062.485840
	Iteration 37Q: 3 clusters Score -3928249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3928257.250000 Penalty: 5062.485840
	Iteration 38Q: 3 clusters Score -3928257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3928267.250000 Penalty: 5062.485840
	Iteration 39Q: 3 clusters Score -3928267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3928281.000000 Penalty: 5062.485840
	Iteration 40F: 3 clusters Score -3928281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3928294.500000 Penalty: 5062.485840
	Iteration 41Q: 3 clusters Score -3928294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3928305.500000 Penalty: 5062.485840
	Iteration 42Q: 3 clusters Score -3928306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3928309.250000 Penalty: 5062.485840
	Iteration 43Q: 3 clusters Score -3928309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3928318.250000 Penalty: 5062.485840
	Iteration 44Q: 3 clusters Score -3928318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3928315.500000 Penalty: 5062.485840
	Iteration 45Q: 3 clusters Score -3928316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3928322.500000 Penalty: 5062.485840
	Iteration 46Q: 3 clusters Score -3928322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3928330.250000 Penalty: 5062.485840
	Iteration 47Q: 3 clusters Score -3928330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3928340.500000 Penalty: 5062.485840
	Iteration 48Q: 3 clusters Score -3928340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3928341.250000 Penalty: 5062.485840
	Iteration 49Q: 3 clusters Score -3928341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3928346.250000 Penalty: 5062.485840
	Iteration 50Q: 3 clusters Score -3928346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3928353.250000 Penalty: 5062.485840
	Iteration 51Q: 3 clusters Score -3928353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3928354.750000 Penalty: 5062.485840
	Iteration 52Q: 3 clusters Score -3928355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3928360.000000 Penalty: 5062.485840
	Iteration 53Q: 3 clusters Score -3928360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3928363.750000 Penalty: 5062.485840
	Iteration 54Q: 3 clusters Score -3928364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3928360.000000 Penalty: 5062.485840
	Iteration 55Q: 3 clusters Score -3928360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3928356.250000 Penalty: 5062.485840
	Iteration 56Q: 3 clusters Score -3928356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3928360.250000 Penalty: 5062.485840
	Iteration 57Q: 3 clusters Score -3928360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3928360.250000 Penalty: 5062.485840
	Iteration 58Q: 3 clusters Score -3928360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3928360.250000 Penalty: 5062.485840
	Iteration 59F: 3 clusters Score -3928360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Entering Unmasked Estep 
Score: -6224098.000000 Penalty: 2628.955566
	Iteration 0F: 2 clusters Score -6224098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6196798.500000 Penalty: 5257.911133
	Iteration 0F: 3 clusters Score -6196798 nChanged 18422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -6206933.000000 Penalty: 5257.911133
	Iteration 1F: 3 clusters Score -6206933 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -6207833.000000 Penalty: 5257.911133
	Iteration 2F: 3 clusters Score -6207833 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6209186.000000 Penalty: 5257.911133
	Iteration 3F: 3 clusters Score -6209186 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -6211257.500000 Penalty: 5257.911133
	Iteration 4F: 3 clusters Score -6211258 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6214129.000000 Penalty: 5257.911133
	Iteration 5F: 3 clusters Score -6214129 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6217152.500000 Penalty: 5257.911133
	Iteration 6F: 3 clusters Score -6217152 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6219424.500000 Penalty: 5257.911133
	Iteration 7F: 3 clusters Score -6219424 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -6220805.500000 Penalty: 5257.911133
	Iteration 8Q: 3 clusters Score -6220806 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6221588.500000 Penalty: 5257.911133
	Iteration 9Q: 3 clusters Score -6221588 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -6221974.000000 Penalty: 5257.911133
	Iteration 10Q: 3 clusters Score -6221974 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -6222168.000000 Penalty: 5257.911133
	Iteration 11Q: 3 clusters Score -6222168 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -6222306.000000 Penalty: 5257.911133
	Iteration 12Q: 3 clusters Score -6222306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -6222391.000000 Penalty: 5257.911133
	Iteration 13Q: 3 clusters Score -6222391 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -6222447.500000 Penalty: 5257.911133
	Iteration 14Q: 3 clusters Score -6222448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6222509.500000 Penalty: 5257.911133
	Iteration 15Q: 3 clusters Score -6222510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -6222553.000000 Penalty: 5257.911133
	Iteration 16Q: 3 clusters Score -6222553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -6222583.000000 Penalty: 5257.911133
	Iteration 17Q: 3 clusters Score -6222583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -6222601.500000 Penalty: 5257.911133
	Iteration 18Q: 3 clusters Score -6222602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -6222624.500000 Penalty: 5257.911133
	Iteration 19Q: 3 clusters Score -6222624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -6222656.500000 Penalty: 5257.911133
	Iteration 20F: 3 clusters Score -6222656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -6222661.000000 Penalty: 5257.911133
	Iteration 21Q: 3 clusters Score -6222661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -6222668.000000 Penalty: 5257.911133
	Iteration 22Q: 3 clusters Score -6222668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -6222677.000000 Penalty: 5257.911133
	Iteration 23Q: 3 clusters Score -6222677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -6222680.000000 Penalty: 5257.911133
	Iteration 24Q: 3 clusters Score -6222680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -6222678.500000 Penalty: 5257.911133
	Iteration 25Q: 3 clusters Score -6222678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -6222690.500000 Penalty: 5257.911133
	Iteration 26Q: 3 clusters Score -6222690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -6222700.000000 Penalty: 5257.911133
	Iteration 27Q: 3 clusters Score -6222700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -6222702.000000 Penalty: 5257.911133
	Iteration 28Q: 3 clusters Score -6222702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -6222700.500000 Penalty: 5257.911133
	Iteration 29Q: 3 clusters Score -6222700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -6222703.000000 Penalty: 5257.911133
	Iteration 30Q: 3 clusters Score -6222703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -6222705.000000 Penalty: 5257.911133
	Iteration 31Q: 3 clusters Score -6222705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -6222703.500000 Penalty: 5257.911133
	Iteration 32Q: 3 clusters Score -6222704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -6222715.500000 Penalty: 5257.911133
	Iteration 33Q: 3 clusters Score -6222716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6222716.500000 Penalty: 5257.911133
	Iteration 34Q: 3 clusters Score -6222716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -6222724.000000 Penalty: 5257.911133
	Iteration 35Q: 3 clusters Score -6222724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -6222719.000000 Penalty: 5257.911133
	Iteration 36Q: 3 clusters Score -6222719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6222725.000000 Penalty: 5257.911133
	Iteration 37Q: 3 clusters Score -6222725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6222739.500000 Penalty: 5257.911133
	Iteration 38Q: 3 clusters Score -6222740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -6222745.500000 Penalty: 5257.911133
	Iteration 39Q: 3 clusters Score -6222746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -6222755.500000 Penalty: 5257.911133
	Iteration 40F: 3 clusters Score -6222756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -6222753.000000 Penalty: 5257.911133
	Iteration 41Q: 3 clusters Score -6222753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -6222754.500000 Penalty: 5257.911133
	Iteration 42Q: 3 clusters Score -6222754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -6222754.000000 Penalty: 5257.911133
	Iteration 43Q: 3 clusters Score -6222754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6222762.000000 Penalty: 5257.911133
	Iteration 44Q: 3 clusters Score -6222762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -6222754.500000 Penalty: 5257.911133
	Iteration 45Q: 3 clusters Score -6222754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6222755.500000 Penalty: 5257.911133
	Iteration 46Q: 3 clusters Score -6222756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -6222753.500000 Penalty: 5257.911133
	Iteration 47Q: 3 clusters Score -6222754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -6222759.500000 Penalty: 5257.911133
	Iteration 48Q: 3 clusters Score -6222760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6222759.000000 Penalty: 5257.911133
	Iteration 49Q: 3 clusters Score -6222759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6222759.000000 Penalty: 5257.911133
	Iteration 50F: 3 clusters Score -6222759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -22310.316406 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -22310.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21307.468750 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -21307.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21422.404297 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -21422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21477.824219 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -21477.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21497.509766 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -21497.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21517.078125 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -21517.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21517.078125 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -21517.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Entering Unmasked Estep 
Score: -5048854.500000 Penalty: 2578.234863
	Iteration 0F: 2 clusters Score -5048854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5026394.500000 Penalty: 5156.469727
	Iteration 0F: 3 clusters Score -5026394 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5034721.000000 Penalty: 5156.469727
	Iteration 1F: 3 clusters Score -5034721 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5035339.000000 Penalty: 5156.469727
	Iteration 2Q: 3 clusters Score -5035339 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5035918.500000 Penalty: 5156.469727
	Iteration 3Q: 3 clusters Score -5035918 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5036573.500000 Penalty: 5156.469727
	Iteration 4Q: 3 clusters Score -5036574 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5037557.500000 Penalty: 5156.469727
	Iteration 5F: 3 clusters Score -5037558 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5038949.000000 Penalty: 5156.469727
	Iteration 6F: 3 clusters Score -5038949 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5040673.500000 Penalty: 5156.469727
	Iteration 7F: 3 clusters Score -5040674 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5042510.500000 Penalty: 5156.469727
	Iteration 8F: 3 clusters Score -5042510 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5044288.500000 Penalty: 5156.469727
	Iteration 9F: 3 clusters Score -5044288 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5045435.500000 Penalty: 5156.469727
	Iteration 10Q: 3 clusters Score -5045436 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5045954.000000 Penalty: 5156.469727
	Iteration 11Q: 3 clusters Score -5045954 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -5046258.500000 Penalty: 5156.469727
	Iteration 12Q: 3 clusters Score -5046258 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5046395.000000 Penalty: 5156.469727
	Iteration 13Q: 3 clusters Score -5046395 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -5046485.000000 Penalty: 5156.469727
	Iteration 14Q: 3 clusters Score -5046485 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5046544.500000 Penalty: 5156.469727
	Iteration 15Q: 3 clusters Score -5046544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5046582.000000 Penalty: 5156.469727
	Iteration 16Q: 3 clusters Score -5046582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -5046614.000000 Penalty: 5156.469727
	Iteration 17Q: 3 clusters Score -5046614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5046626.500000 Penalty: 5156.469727
	Iteration 18Q: 3 clusters Score -5046626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -5046656.000000 Penalty: 5156.469727
	Iteration 19Q: 3 clusters Score -5046656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -5046661.500000 Penalty: 5156.469727
	Iteration 20F: 3 clusters Score -5046662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -5046665.500000 Penalty: 5156.469727
	Iteration 21Q: 3 clusters Score -5046666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5046667.000000 Penalty: 5156.469727
	Iteration 22Q: 3 clusters Score -5046667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -5046672.000000 Penalty: 5156.469727
	Iteration 23Q: 3 clusters Score -5046672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -5046687.000000 Penalty: 5156.469727
	Iteration 24Q: 3 clusters Score -5046687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -5046691.500000 Penalty: 5156.469727
	Iteration 25Q: 3 clusters Score -5046692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5046693.000000 Penalty: 5156.469727
	Iteration 26Q: 3 clusters Score -5046693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5046711.500000 Penalty: 5156.469727
	Iteration 27Q: 3 clusters Score -5046712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5046713.500000 Penalty: 5156.469727
	Iteration 28Q: 3 clusters Score -5046714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -5046724.000000 Penalty: 5156.469727
	Iteration 29Q: 3 clusters Score -5046724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -5046722.500000 Penalty: 5156.469727
	Iteration 30Q: 3 clusters Score -5046722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5046730.500000 Penalty: 5156.469727
	Iteration 31Q: 3 clusters Score -5046730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -5046730.500000 Penalty: 5156.469727
	Iteration 32Q: 3 clusters Score -5046730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5046733.000000 Penalty: 5156.469727
	Iteration 33Q: 3 clusters Score -5046733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -5046737.000000 Penalty: 5156.469727
	Iteration 34Q: 3 clusters Score -5046737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5046737.000000 Penalty: 5156.469727
	Iteration 35Q: 3 clusters Score -5046737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5046736.500000 Penalty: 5156.469727
	Iteration 36Q: 3 clusters Score -5046736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -5046735.500000 Penalty: 5156.469727
	Iteration 37Q: 3 clusters Score -5046736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5046737.500000 Penalty: 5156.469727
	Iteration 38Q: 3 clusters Score -5046738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5046737.500000 Penalty: 5156.469727
	Iteration 39F: 3 clusters Score -5046738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -714846.562500 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -714846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -710420.500000 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -710420.5 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -711462.187500 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -711462.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -711729.687500 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -711729.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -711899.187500 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -711899.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -712024.812500 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -712024.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -712104.062500 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -712104.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -712176.312500 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -712176.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -712241.937500 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -712241.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -712307.312500 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -712307.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -712378.937500 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -712378.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -712442.750000 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -712442.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -712498.125000 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -712498.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -712550.687500 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -712550.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -712604.625000 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -712604.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -712659.062500 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -712659.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -712711.125000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -712711.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -712755.062500 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -712755.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -712792.625000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -712792.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -712825.625000 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -712825.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -712854.625000 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -712854.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -712879.000000 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -712879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -712894.625000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -712894.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -712905.625000 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -712905.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -712921.625000 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -712921.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -712929.687500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -712929.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -712935.062500 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -712935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -712943.000000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -712943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -712950.812500 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -712950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -712958.062500 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -712958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -712965.437500 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -712965.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -712970.937500 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -712970.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -712978.812500 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -712978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -712981.687500 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -712981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -712985.562500 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -712985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -712985.687500 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -712985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -712986.937500 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -712986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -712988.562500 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -712988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -712991.000000 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -712991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -712990.187500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -712990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -712990.312500 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -712990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -712992.437500 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -712992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -712992.500000 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -712992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -712992.062500 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -712992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -712992.062500 Penalty: 4206.651367
	Iteration 43F: 3 clusters Score -712992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Entering Unmasked Estep 
Score: -9136225.000000 Penalty: 2724.520752
	Iteration 0F: 2 clusters Score -9136225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -9096629.000000 Penalty: 5449.041504
	Iteration 0F: 3 clusters Score -9096629 nChanged 27464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -9112078.000000 Penalty: 5449.041504
	Iteration 1F: 3 clusters Score -9112078 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9112783.000000 Penalty: 5449.041504
	Iteration 2Q: 3 clusters Score -9112783 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -9113489.000000 Penalty: 5449.041504
	Iteration 3Q: 3 clusters Score -9113489 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -9114284.000000 Penalty: 5449.041504
	Iteration 4Q: 3 clusters Score -9114284 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -9115286.000000 Penalty: 5449.041504
	Iteration 5Q: 3 clusters Score -9115286 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -9116495.000000 Penalty: 5449.041504
	Iteration 6Q: 3 clusters Score -9116495 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -9118241.000000 Penalty: 5449.041504
	Iteration 7Q: 3 clusters Score -9118241 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -9120378.000000 Penalty: 5449.041504
	Iteration 8F: 3 clusters Score -9120378 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -9122833.000000 Penalty: 5449.041504
	Iteration 9F: 3 clusters Score -9122833 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9124866.000000 Penalty: 5449.041504
	Iteration 10F: 3 clusters Score -9124866 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 5449.041504
	Iteration 11Q: 3 clusters Score -9125817 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -9126228.000000 Penalty: 5449.041504
	Iteration 12Q: 3 clusters Score -9126228 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9126391.000000 Penalty: 5449.041504
	Iteration 13Q: 3 clusters Score -9126391 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -9126487.000000 Penalty: 5449.041504
	Iteration 14Q: 3 clusters Score -9126487 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 5449.041504
	Iteration 15Q: 3 clusters Score -9126591 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9126697.000000 Penalty: 5449.041504
	Iteration 16Q: 3 clusters Score -9126697 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -9126755.000000 Penalty: 5449.041504
	Iteration 17Q: 3 clusters Score -9126755 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -9126840.000000 Penalty: 5449.041504
	Iteration 18Q: 3 clusters Score -9126840 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -9126855.000000 Penalty: 5449.041504
	Iteration 19Q: 3 clusters Score -9126855 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -9126920.000000 Penalty: 5449.041504
	Iteration 20F: 3 clusters Score -9126920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -9126985.000000 Penalty: 5449.041504
	Iteration 21Q: 3 clusters Score -9126985 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -9127051.000000 Penalty: 5449.041504
	Iteration 22Q: 3 clusters Score -9127051 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -9127156.000000 Penalty: 5449.041504
	Iteration 23Q: 3 clusters Score -9127156 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9127222.000000 Penalty: 5449.041504
	Iteration 24Q: 3 clusters Score -9127222 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -9127300.000000 Penalty: 5449.041504
	Iteration 25Q: 3 clusters Score -9127300 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -9127335.000000 Penalty: 5449.041504
	Iteration 26Q: 3 clusters Score -9127335 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -9127416.000000 Penalty: 5449.041504
	Iteration 27Q: 3 clusters Score -9127416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -9127454.000000 Penalty: 5449.041504
	Iteration 28Q: 3 clusters Score -9127454 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -9127505.000000 Penalty: 5449.041504
	Iteration 29Q: 3 clusters Score -9127505 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -9127533.000000 Penalty: 5449.041504
	Iteration 30Q: 3 clusters Score -9127533 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -9127593.000000 Penalty: 5449.041504
	Iteration 31Q: 3 clusters Score -9127593 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9127666.000000 Penalty: 5449.041504
	Iteration 32Q: 3 clusters Score -9127666 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -9127706.000000 Penalty: 5449.041504
	Iteration 33Q: 3 clusters Score -9127706 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -9127810.000000 Penalty: 5449.041504
	Iteration 34Q: 3 clusters Score -9127810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -9127868.000000 Penalty: 5449.041504
	Iteration 35Q: 3 clusters Score -9127868 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -9128011.000000 Penalty: 5449.041504
	Iteration 36Q: 3 clusters Score -9128011 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -9128110.000000 Penalty: 5449.041504
	Iteration 37Q: 3 clusters Score -9128110 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -9128220.000000 Penalty: 5449.041504
	Iteration 38Q: 3 clusters Score -9128220 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -9128327.000000 Penalty: 5449.041504
	Iteration 39Q: 3 clusters Score -9128327 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -9128473.000000 Penalty: 5449.041504
	Iteration 40F: 3 clusters Score -9128473 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -9128658.000000 Penalty: 5449.041504
	Iteration 41Q: 3 clusters Score -9128658 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -9128856.000000 Penalty: 5449.041504
	Iteration 42Q: 3 clusters Score -9128856 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -9129115.000000 Penalty: 5449.041504
	Iteration 43Q: 3 clusters Score -9129115 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9129359.000000 Penalty: 5449.041504
	Iteration 44Q: 3 clusters Score -9129359 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9129682.000000 Penalty: 5449.041504
	Iteration 45Q: 3 clusters Score -9129682 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9130006.000000 Penalty: 5449.041504
	Iteration 46Q: 3 clusters Score -9130006 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -9130315.000000 Penalty: 5449.041504
	Iteration 47Q: 3 clusters Score -9130315 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -9130609.000000 Penalty: 5449.041504
	Iteration 48Q: 3 clusters Score -9130609 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -9130943.000000 Penalty: 5449.041504
	Iteration 49Q: 3 clusters Score -9130943 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -9131318.000000 Penalty: 5449.041504
	Iteration 50Q: 3 clusters Score -9131318 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -9131714.000000 Penalty: 5449.041504
	Iteration 51Q: 3 clusters Score -9131714 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -9132101.000000 Penalty: 5449.041504
	Iteration 52Q: 3 clusters Score -9132101 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -9132435.000000 Penalty: 5449.041504
	Iteration 53Q: 3 clusters Score -9132435 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -9132654.000000 Penalty: 5449.041504
	Iteration 54Q: 3 clusters Score -9132654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -9132866.000000 Penalty: 5449.041504
	Iteration 55Q: 3 clusters Score -9132866 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -9133055.000000 Penalty: 5449.041504
	Iteration 56Q: 3 clusters Score -9133055 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -9133233.000000 Penalty: 5449.041504
	Iteration 57Q: 3 clusters Score -9133233 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -9133344.000000 Penalty: 5449.041504
	Iteration 58Q: 3 clusters Score -9133344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -9133435.000000 Penalty: 5449.041504
	Iteration 59Q: 3 clusters Score -9133435 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -9133508.000000 Penalty: 5449.041504
	Iteration 60F: 3 clusters Score -9133508 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -9133592.000000 Penalty: 5449.041504
	Iteration 61Q: 3 clusters Score -9133592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -9133624.000000 Penalty: 5449.041504
	Iteration 62Q: 3 clusters Score -9133624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -9133663.000000 Penalty: 5449.041504
	Iteration 63Q: 3 clusters Score -9133663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -9133699.000000 Penalty: 5449.041504
	Iteration 64Q: 3 clusters Score -9133699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -9133762.000000 Penalty: 5449.041504
	Iteration 65Q: 3 clusters Score -9133762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -9133808.000000 Penalty: 5449.041504
	Iteration 66Q: 3 clusters Score -9133808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -9133835.000000 Penalty: 5449.041504
	Iteration 67Q: 3 clusters Score -9133835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -9133859.000000 Penalty: 5449.041504
	Iteration 68Q: 3 clusters Score -9133859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -9133870.000000 Penalty: 5449.041504
	Iteration 69Q: 3 clusters Score -9133870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -9133900.000000 Penalty: 5449.041504
	Iteration 70Q: 3 clusters Score -9133900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -9133901.000000 Penalty: 5449.041504
	Iteration 71Q: 3 clusters Score -9133901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -9133917.000000 Penalty: 5449.041504
	Iteration 72Q: 3 clusters Score -9133917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -9133934.000000 Penalty: 5449.041504
	Iteration 73Q: 3 clusters Score -9133934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -9133933.000000 Penalty: 5449.041504
	Iteration 74Q: 3 clusters Score -9133933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -9133938.000000 Penalty: 5449.041504
	Iteration 75Q: 3 clusters Score -9133938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -9133950.000000 Penalty: 5449.041504
	Iteration 76Q: 3 clusters Score -9133950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -9133948.000000 Penalty: 5449.041504
	Iteration 77Q: 3 clusters Score -9133948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -9133944.000000 Penalty: 5449.041504
	Iteration 78Q: 3 clusters Score -9133944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -9133946.000000 Penalty: 5449.041504
	Iteration 79Q: 3 clusters Score -9133946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -9133946.000000 Penalty: 5449.041504
	Iteration 80F: 3 clusters Score -9133946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -9133945.000000 Penalty: 5449.041504
	Iteration 81Q: 3 clusters Score -9133945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -9133946.000000 Penalty: 5449.041504
	Iteration 82Q: 3 clusters Score -9133946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -9133954.000000 Penalty: 5449.041504
	Iteration 83Q: 3 clusters Score -9133954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -9133970.000000 Penalty: 5449.041504
	Iteration 84Q: 3 clusters Score -9133970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -9133959.000000 Penalty: 5449.041504
	Iteration 85Q: 3 clusters Score -9133959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -9133964.000000 Penalty: 5449.041504
	Iteration 86Q: 3 clusters Score -9133964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -9133966.000000 Penalty: 5449.041504
	Iteration 87Q: 3 clusters Score -9133966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -9133972.000000 Penalty: 5449.041504
	Iteration 88Q: 3 clusters Score -9133972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -9133978.000000 Penalty: 5449.041504
	Iteration 89Q: 3 clusters Score -9133978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -9133975.000000 Penalty: 5449.041504
	Iteration 90Q: 3 clusters Score -9133975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -9133975.000000 Penalty: 5449.041504
	Iteration 91F: 3 clusters Score -9133975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Entering Unmasked Estep 
Score: -3128938.000000 Penalty: 2463.804443
	Iteration 0F: 2 clusters Score -3128938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3114625.750000 Penalty: 4927.608887
	Iteration 0F: 3 clusters Score -3114626 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3119334.500000 Penalty: 4927.608887
	Iteration 1F: 3 clusters Score -3119334 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3119702.500000 Penalty: 4927.608887
	Iteration 2F: 3 clusters Score -3119702 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3120008.000000 Penalty: 4927.608887
	Iteration 3Q: 3 clusters Score -3120008 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3120305.000000 Penalty: 4927.608887
	Iteration 4Q: 3 clusters Score -3120305 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3120637.500000 Penalty: 4927.608887
	Iteration 5Q: 3 clusters Score -3120638 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3121077.500000 Penalty: 4927.608887
	Iteration 6Q: 3 clusters Score -3121078 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3121657.750000 Penalty: 4927.608887
	Iteration 7Q: 3 clusters Score -3121658 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3122441.250000 Penalty: 4927.608887
	Iteration 8F: 3 clusters Score -3122441 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3123314.250000 Penalty: 4927.608887
	Iteration 9F: 3 clusters Score -3123314 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3124223.750000 Penalty: 4927.608887
	Iteration 10F: 3 clusters Score -3124224 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3124975.250000 Penalty: 4927.608887
	Iteration 11Q: 3 clusters Score -3124975 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3125591.750000 Penalty: 4927.608887
	Iteration 12Q: 3 clusters Score -3125592 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3125977.750000 Penalty: 4927.608887
	Iteration 13Q: 3 clusters Score -3125978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3126244.000000 Penalty: 4927.608887
	Iteration 14Q: 3 clusters Score -3126244 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3126401.750000 Penalty: 4927.608887
	Iteration 15Q: 3 clusters Score -3126402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3126508.000000 Penalty: 4927.608887
	Iteration 16Q: 3 clusters Score -3126508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3126600.250000 Penalty: 4927.608887
	Iteration 17Q: 3 clusters Score -3126600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3126643.000000 Penalty: 4927.608887
	Iteration 18Q: 3 clusters Score -3126643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3126668.000000 Penalty: 4927.608887
	Iteration 19Q: 3 clusters Score -3126668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3126686.750000 Penalty: 4927.608887
	Iteration 20F: 3 clusters Score -3126687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3126709.500000 Penalty: 4927.608887
	Iteration 21Q: 3 clusters Score -3126710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3126724.250000 Penalty: 4927.608887
	Iteration 22Q: 3 clusters Score -3126724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3126732.000000 Penalty: 4927.608887
	Iteration 23Q: 3 clusters Score -3126732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3126741.250000 Penalty: 4927.608887
	Iteration 24Q: 3 clusters Score -3126741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3126750.750000 Penalty: 4927.608887
	Iteration 25Q: 3 clusters Score -3126751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3126759.500000 Penalty: 4927.608887
	Iteration 26Q: 3 clusters Score -3126760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3126765.000000 Penalty: 4927.608887
	Iteration 27Q: 3 clusters Score -3126765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3126764.750000 Penalty: 4927.608887
	Iteration 28Q: 3 clusters Score -3126765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3126773.500000 Penalty: 4927.608887
	Iteration 29Q: 3 clusters Score -3126774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3126773.500000 Penalty: 4927.608887
	Iteration 30Q: 3 clusters Score -3126774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3126780.250000 Penalty: 4927.608887
	Iteration 31Q: 3 clusters Score -3126780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3126785.250000 Penalty: 4927.608887
	Iteration 32Q: 3 clusters Score -3126785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3126790.500000 Penalty: 4927.608887
	Iteration 33Q: 3 clusters Score -3126790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3126797.750000 Penalty: 4927.608887
	Iteration 34Q: 3 clusters Score -3126798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3126801.500000 Penalty: 4927.608887
	Iteration 35Q: 3 clusters Score -3126802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3126805.250000 Penalty: 4927.608887
	Iteration 36Q: 3 clusters Score -3126805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3126807.250000 Penalty: 4927.608887
	Iteration 37Q: 3 clusters Score -3126807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3126807.750000 Penalty: 4927.608887
	Iteration 38Q: 3 clusters Score -3126808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3126810.000000 Penalty: 4927.608887
	Iteration 39Q: 3 clusters Score -3126810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3126809.000000 Penalty: 4927.608887
	Iteration 40F: 3 clusters Score -3126809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3126812.000000 Penalty: 4927.608887
	Iteration 41Q: 3 clusters Score -3126812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3126814.500000 Penalty: 4927.608887
	Iteration 42Q: 3 clusters Score -3126814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3126817.000000 Penalty: 4927.608887
	Iteration 43Q: 3 clusters Score -3126817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3126818.000000 Penalty: 4927.608887
	Iteration 44Q: 3 clusters Score -3126818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3126822.500000 Penalty: 4927.608887
	Iteration 45Q: 3 clusters Score -3126822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3126821.500000 Penalty: 4927.608887
	Iteration 46Q: 3 clusters Score -3126822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3126821.500000 Penalty: 4927.608887
	Iteration 47F: 3 clusters Score -3126822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -1029789.062500 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -1029789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1023952.312500 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -1023952 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1025474.500000 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -1025474 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1025719.125000 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -1025719 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1025898.812500 Penalty: 4388.575684
	Iteration 3F: 3 clusters Score -1025899 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1026028.187500 Penalty: 4388.575684
	Iteration 4Q: 3 clusters Score -1026028 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1026156.187500 Penalty: 4388.575684
	Iteration 5Q: 3 clusters Score -1026156 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1026316.062500 Penalty: 4388.575684
	Iteration 6Q: 3 clusters Score -1026316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1026506.375000 Penalty: 4388.575684
	Iteration 7Q: 3 clusters Score -1026506 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1026740.000000 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -1026740 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1026951.500000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -1026952 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1027142.187500 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -1027142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1027340.125000 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -1027340 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1027528.062500 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -1027528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1027689.750000 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -1027690 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1027840.812500 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -1027841 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1027984.937500 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -1027985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1028113.125000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -1028113 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1028232.250000 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -1028232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1028332.562500 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -1028333 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1028401.937500 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -1028402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1028453.562500 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -1028454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1028497.250000 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -1028497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1028529.187500 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -1028529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1028552.062500 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -1028552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1028573.937500 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -1028574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1028592.687500 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -1028593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1028608.187500 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -1028608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1028622.937500 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -1028623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1028636.875000 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -1028637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1028653.000000 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -1028653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1028664.187500 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -1028664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1028677.125000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -1028677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1028684.312500 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -1028684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1028690.625000 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -1028691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1028695.562500 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -1028696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1028698.750000 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -1028699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1028704.750000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -1028705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1028709.125000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -1028709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1028707.562500 Penalty: 4388.575684
	Iteration 38Q: 3 clusters Score -1028708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1028709.375000 Penalty: 4388.575684
	Iteration 39Q: 3 clusters Score -1028709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1028711.812500 Penalty: 4388.575684
	Iteration 40F: 3 clusters Score -1028712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1028713.312500 Penalty: 4388.575684
	Iteration 41Q: 3 clusters Score -1028713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1028714.062500 Penalty: 4388.575684
	Iteration 42Q: 3 clusters Score -1028714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1028718.312500 Penalty: 4388.575684
	Iteration 43Q: 3 clusters Score -1028718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1028721.312500 Penalty: 4388.575684
	Iteration 44Q: 3 clusters Score -1028721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1028723.875000 Penalty: 4388.575684
	Iteration 45Q: 3 clusters Score -1028724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1028723.500000 Penalty: 4388.575684
	Iteration 46Q: 3 clusters Score -1028724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1028725.875000 Penalty: 4388.575684
	Iteration 47Q: 3 clusters Score -1028726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1028724.187500 Penalty: 4388.575684
	Iteration 48Q: 3 clusters Score -1028724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1028727.875000 Penalty: 4388.575684
	Iteration 49Q: 3 clusters Score -1028728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1028727.250000 Penalty: 4388.575684
	Iteration 50Q: 3 clusters Score -1028727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1028731.312500 Penalty: 4388.575684
	Iteration 51Q: 3 clusters Score -1028731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1028731.187500 Penalty: 4388.575684
	Iteration 52Q: 3 clusters Score -1028731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1028732.812500 Penalty: 4388.575684
	Iteration 53Q: 3 clusters Score -1028733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1028734.000000 Penalty: 4388.575684
	Iteration 54Q: 3 clusters Score -1028734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1028735.062500 Penalty: 4388.575684
	Iteration 55Q: 3 clusters Score -1028735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1028735.062500 Penalty: 4388.575684
	Iteration 56Q: 3 clusters Score -1028735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1028736.000000 Penalty: 4388.575684
	Iteration 57Q: 3 clusters Score -1028736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1028737.812500 Penalty: 4388.575684
	Iteration 58Q: 3 clusters Score -1028738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1028737.812500 Penalty: 4388.575684
	Iteration 59F: 3 clusters Score -1028738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348196.750000 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345083.625000 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345083.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -345763.781250 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345763.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -346015.250000 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -346015.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346203.812500 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346203.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -346331.750000 Penalty: 3919.083008
	Iteration 4F: 3 clusters Score -346331.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -346442.062500 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346442.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -346553.343750 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346553.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346640.062500 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346640.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -346723.281250 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346723.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -346780.406250 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346822.156250 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346822.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -346851.687500 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346851.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -346872.812500 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -346895.656250 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346895.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346917.343750 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346917.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346934.968750 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346947.781250 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -346957.406250 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346963.250000 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -346963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -346967.000000 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -346967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346966.968750 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -346967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346968.750000 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -346968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346970.406250 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -346970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346970.406250 Penalty: 3919.083008
	Iteration 23F: 3 clusters Score -346970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -1150963.625000 Penalty: 2212.885498
	Iteration 0F: 2 clusters Score -1150964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1144867.875000 Penalty: 4425.770996
	Iteration 0F: 3 clusters Score -1144868 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1146448.625000 Penalty: 4425.770996
	Iteration 1F: 3 clusters Score -1146449 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1146693.625000 Penalty: 4425.770996
	Iteration 2F: 3 clusters Score -1146694 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1146862.000000 Penalty: 4425.770996
	Iteration 3Q: 3 clusters Score -1146862 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1147030.125000 Penalty: 4425.770996
	Iteration 4Q: 3 clusters Score -1147030 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1147205.375000 Penalty: 4425.770996
	Iteration 5Q: 3 clusters Score -1147205 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1147355.750000 Penalty: 4425.770996
	Iteration 6Q: 3 clusters Score -1147356 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1147477.750000 Penalty: 4425.770996
	Iteration 7Q: 3 clusters Score -1147478 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1147602.000000 Penalty: 4425.770996
	Iteration 8Q: 3 clusters Score -1147602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1147742.000000 Penalty: 4425.770996
	Iteration 9Q: 3 clusters Score -1147742 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1147900.750000 Penalty: 4425.770996
	Iteration 10Q: 3 clusters Score -1147901 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1148071.375000 Penalty: 4425.770996
	Iteration 11Q: 3 clusters Score -1148071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1148222.250000 Penalty: 4425.770996
	Iteration 12Q: 3 clusters Score -1148222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1148391.000000 Penalty: 4425.770996
	Iteration 13Q: 3 clusters Score -1148391 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1148544.750000 Penalty: 4425.770996
	Iteration 14Q: 3 clusters Score -1148545 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1148668.500000 Penalty: 4425.770996
	Iteration 15Q: 3 clusters Score -1148668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1148783.375000 Penalty: 4425.770996
	Iteration 16Q: 3 clusters Score -1148783 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1148884.000000 Penalty: 4425.770996
	Iteration 17Q: 3 clusters Score -1148884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1148967.500000 Penalty: 4425.770996
	Iteration 18Q: 3 clusters Score -1148968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1149060.375000 Penalty: 4425.770996
	Iteration 19Q: 3 clusters Score -1149060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1149120.125000 Penalty: 4425.770996
	Iteration 20F: 3 clusters Score -1149120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1149171.375000 Penalty: 4425.770996
	Iteration 21Q: 3 clusters Score -1149171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1149204.375000 Penalty: 4425.770996
	Iteration 22Q: 3 clusters Score -1149204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1149221.875000 Penalty: 4425.770996
	Iteration 23Q: 3 clusters Score -1149222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1149233.250000 Penalty: 4425.770996
	Iteration 24Q: 3 clusters Score -1149233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1149238.250000 Penalty: 4425.770996
	Iteration 25Q: 3 clusters Score -1149238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1149246.000000 Penalty: 4425.770996
	Iteration 26Q: 3 clusters Score -1149246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1149250.625000 Penalty: 4425.770996
	Iteration 27Q: 3 clusters Score -1149251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1149251.500000 Penalty: 4425.770996
	Iteration 28Q: 3 clusters Score -1149252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1149257.125000 Penalty: 4425.770996
	Iteration 29Q: 3 clusters Score -1149257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1149256.625000 Penalty: 4425.770996
	Iteration 30Q: 3 clusters Score -1149257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1149258.875000 Penalty: 4425.770996
	Iteration 31Q: 3 clusters Score -1149259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1149261.000000 Penalty: 4425.770996
	Iteration 32Q: 3 clusters Score -1149261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1149263.250000 Penalty: 4425.770996
	Iteration 33Q: 3 clusters Score -1149263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1149264.625000 Penalty: 4425.770996
	Iteration 34Q: 3 clusters Score -1149265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1149264.625000 Penalty: 4425.770996
	Iteration 35Q: 3 clusters Score -1149265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1149266.625000 Penalty: 4425.770996
	Iteration 36Q: 3 clusters Score -1149267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1149266.000000 Penalty: 4425.770996
	Iteration 37Q: 3 clusters Score -1149266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1149266.000000 Penalty: 4425.770996
	Iteration 38F: 3 clusters Score -1149266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Entering Unmasked Estep 
Score: -9383484.000000 Penalty: 2729.531494
	Iteration 0F: 2 clusters Score -9383484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -9343018.000000 Penalty: 5459.062988
	Iteration 0F: 3 clusters Score -9343018 nChanged 27835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -9358826.000000 Penalty: 5459.062988
	Iteration 1F: 3 clusters Score -9358826 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -9359460.000000 Penalty: 5459.062988
	Iteration 2Q: 3 clusters Score -9359460 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -9360129.000000 Penalty: 5459.062988
	Iteration 3Q: 3 clusters Score -9360129 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -9361083.000000 Penalty: 5459.062988
	Iteration 4Q: 3 clusters Score -9361083 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9362498.000000 Penalty: 5459.062988
	Iteration 5F: 3 clusters Score -9362498 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9365199.000000 Penalty: 5459.062988
	Iteration 6F: 3 clusters Score -9365199 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -9369475.000000 Penalty: 5459.062988
	Iteration 7F: 3 clusters Score -9369475 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -9374249.000000 Penalty: 5459.062988
	Iteration 8F: 3 clusters Score -9374249 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -9377973.000000 Penalty: 5459.062988
	Iteration 9F: 3 clusters Score -9377973 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -9379883.000000 Penalty: 5459.062988
	Iteration 10Q: 3 clusters Score -9379883 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -9380581.000000 Penalty: 5459.062988
	Iteration 11Q: 3 clusters Score -9380581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -9380769.000000 Penalty: 5459.062988
	Iteration 12Q: 3 clusters Score -9380769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -9380899.000000 Penalty: 5459.062988
	Iteration 13Q: 3 clusters Score -9380899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -9380939.000000 Penalty: 5459.062988
	Iteration 14Q: 3 clusters Score -9380939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -9380980.000000 Penalty: 5459.062988
	Iteration 15Q: 3 clusters Score -9380980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -9381023.000000 Penalty: 5459.062988
	Iteration 16Q: 3 clusters Score -9381023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -9381032.000000 Penalty: 5459.062988
	Iteration 17Q: 3 clusters Score -9381032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -9381036.000000 Penalty: 5459.062988
	Iteration 18Q: 3 clusters Score -9381036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -9381042.000000 Penalty: 5459.062988
	Iteration 19Q: 3 clusters Score -9381042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -9381045.000000 Penalty: 5459.062988
	Iteration 20F: 3 clusters Score -9381045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -9381054.000000 Penalty: 5459.062988
	Iteration 21Q: 3 clusters Score -9381054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -9381059.000000 Penalty: 5459.062988
	Iteration 22Q: 3 clusters Score -9381059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -9381059.000000 Penalty: 5459.062988
	Iteration 23F: 3 clusters Score -9381059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -438499.250000 Penalty: 1999.405151
	Iteration 0F: 2 clusters Score -438499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -435143.875000 Penalty: 3998.810303
	Iteration 0F: 3 clusters Score -435143.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -435989.093750 Penalty: 3998.810303
	Iteration 1F: 3 clusters Score -435989.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -436389.500000 Penalty: 3998.810303
	Iteration 2F: 3 clusters Score -436389.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -436700.000000 Penalty: 3998.810303
	Iteration 3F: 3 clusters Score -436700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436997.156250 Penalty: 3998.810303
	Iteration 4F: 3 clusters Score -436997.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -437250.312500 Penalty: 3998.810303
	Iteration 5F: 3 clusters Score -437250.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -437519.562500 Penalty: 3998.810303
	Iteration 6F: 3 clusters Score -437519.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -437727.781250 Penalty: 3998.810303
	Iteration 7Q: 3 clusters Score -437727.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -437845.906250 Penalty: 3998.810303
	Iteration 8Q: 3 clusters Score -437845.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -437916.593750 Penalty: 3998.810303
	Iteration 9Q: 3 clusters Score -437916.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -437945.843750 Penalty: 3998.810303
	Iteration 10Q: 3 clusters Score -437945.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -437960.656250 Penalty: 3998.810303
	Iteration 11Q: 3 clusters Score -437960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -437969.562500 Penalty: 3998.810303
	Iteration 12Q: 3 clusters Score -437969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437973.718750 Penalty: 3998.810303
	Iteration 13Q: 3 clusters Score -437973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437979.687500 Penalty: 3998.810303
	Iteration 14Q: 3 clusters Score -437979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -437982.625000 Penalty: 3998.810303
	Iteration 15Q: 3 clusters Score -437982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437985.468750 Penalty: 3998.810303
	Iteration 16Q: 3 clusters Score -437985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437987.000000 Penalty: 3998.810303
	Iteration 17Q: 3 clusters Score -437987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437987.000000 Penalty: 3998.810303
	Iteration 18F: 3 clusters Score -437987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41321.417969 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41321.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41785.238281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41785.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42124.613281 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -42124.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42296.160156 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -42296.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42437.351562 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42437.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42473.121094 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42473.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42490.710938 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42490.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42496.886719 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42496.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42496.886719 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -42496.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Entering Unmasked Estep 
Score: -16080590.000000 Penalty: 2866.270996
	Iteration 0F: 2 clusters Score -1.608059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -16011290.000000 Penalty: 5732.541992
	Iteration 0F: 3 clusters Score -1.601129e+07 nChanged 49546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -16039952.000000 Penalty: 5732.541992
	Iteration 1F: 3 clusters Score -1.603995e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -16041259.000000 Penalty: 5732.541992
	Iteration 2Q: 3 clusters Score -1.604126e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -16043354.000000 Penalty: 5732.541992
	Iteration 3Q: 3 clusters Score -1.604335e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -16046604.000000 Penalty: 5732.541992
	Iteration 4Q: 3 clusters Score -1.60466e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -16050928.000000 Penalty: 5732.541992
	Iteration 5F: 3 clusters Score -1.605093e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -16056040.000000 Penalty: 5732.541992
	Iteration 6F: 3 clusters Score -1.605604e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -16061307.000000 Penalty: 5732.541992
	Iteration 7F: 3 clusters Score -1.606131e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -16065472.000000 Penalty: 5732.541992
	Iteration 8F: 3 clusters Score -1.606547e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -16068079.000000 Penalty: 5732.541992
	Iteration 9F: 3 clusters Score -1.606808e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -16069595.000000 Penalty: 5732.541992
	Iteration 10Q: 3 clusters Score -1.60696e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -16070411.000000 Penalty: 5732.541992
	Iteration 11Q: 3 clusters Score -1.607041e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -16071141.000000 Penalty: 5732.541992
	Iteration 12Q: 3 clusters Score -1.607114e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -16071812.000000 Penalty: 5732.541992
	Iteration 13Q: 3 clusters Score -1.607181e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -16072520.000000 Penalty: 5732.541992
	Iteration 14Q: 3 clusters Score -1.607252e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -16073178.000000 Penalty: 5732.541992
	Iteration 15Q: 3 clusters Score -1.607318e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -16073708.000000 Penalty: 5732.541992
	Iteration 16Q: 3 clusters Score -1.607371e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -16074061.000000 Penalty: 5732.541992
	Iteration 17Q: 3 clusters Score -1.607406e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -16074286.000000 Penalty: 5732.541992
	Iteration 18Q: 3 clusters Score -1.607429e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -16074514.000000 Penalty: 5732.541992
	Iteration 19Q: 3 clusters Score -1.607451e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -16074819.000000 Penalty: 5732.541992
	Iteration 20F: 3 clusters Score -1.607482e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -16075061.000000 Penalty: 5732.541992
	Iteration 21Q: 3 clusters Score -1.607506e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -16075187.000000 Penalty: 5732.541992
	Iteration 22Q: 3 clusters Score -1.607519e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -16075308.000000 Penalty: 5732.541992
	Iteration 23Q: 3 clusters Score -1.607531e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -16075513.000000 Penalty: 5732.541992
	Iteration 24Q: 3 clusters Score -1.607551e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -16075693.000000 Penalty: 5732.541992
	Iteration 25Q: 3 clusters Score -1.607569e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -16075816.000000 Penalty: 5732.541992
	Iteration 26Q: 3 clusters Score -1.607582e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -16075925.000000 Penalty: 5732.541992
	Iteration 27Q: 3 clusters Score -1.607592e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -16076079.000000 Penalty: 5732.541992
	Iteration 28Q: 3 clusters Score -1.607608e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -16076239.000000 Penalty: 5732.541992
	Iteration 29Q: 3 clusters Score -1.607624e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -16076363.000000 Penalty: 5732.541992
	Iteration 30Q: 3 clusters Score -1.607636e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -16076584.000000 Penalty: 5732.541992
	Iteration 31Q: 3 clusters Score -1.607658e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -16076747.000000 Penalty: 5732.541992
	Iteration 32Q: 3 clusters Score -1.607675e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -16076878.000000 Penalty: 5732.541992
	Iteration 33Q: 3 clusters Score -1.607688e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -16077025.000000 Penalty: 5732.541992
	Iteration 34Q: 3 clusters Score -1.607702e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -16077152.000000 Penalty: 5732.541992
	Iteration 35Q: 3 clusters Score -1.607715e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -16077277.000000 Penalty: 5732.541992
	Iteration 36Q: 3 clusters Score -1.607728e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -16077375.000000 Penalty: 5732.541992
	Iteration 37Q: 3 clusters Score -1.607738e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -16077483.000000 Penalty: 5732.541992
	Iteration 38Q: 3 clusters Score -1.607748e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -16077647.000000 Penalty: 5732.541992
	Iteration 39Q: 3 clusters Score -1.607765e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -16077717.000000 Penalty: 5732.541992
	Iteration 40F: 3 clusters Score -1.607772e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -16077829.000000 Penalty: 5732.541992
	Iteration 41Q: 3 clusters Score -1.607783e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -16077950.000000 Penalty: 5732.541992
	Iteration 42Q: 3 clusters Score -1.607795e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -16078001.000000 Penalty: 5732.541992
	Iteration 43Q: 3 clusters Score -1.6078e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -16078036.000000 Penalty: 5732.541992
	Iteration 44Q: 3 clusters Score -1.607804e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -16078182.000000 Penalty: 5732.541992
	Iteration 45Q: 3 clusters Score -1.607818e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -16078297.000000 Penalty: 5732.541992
	Iteration 46Q: 3 clusters Score -1.60783e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -16078421.000000 Penalty: 5732.541992
	Iteration 47Q: 3 clusters Score -1.607842e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -16078513.000000 Penalty: 5732.541992
	Iteration 48Q: 3 clusters Score -1.607851e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -16078571.000000 Penalty: 5732.541992
	Iteration 49Q: 3 clusters Score -1.607857e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -16078667.000000 Penalty: 5732.541992
	Iteration 50Q: 3 clusters Score -1.607867e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -16078712.000000 Penalty: 5732.541992
	Iteration 51Q: 3 clusters Score -1.607871e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -16078815.000000 Penalty: 5732.541992
	Iteration 52Q: 3 clusters Score -1.607882e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -16078839.000000 Penalty: 5732.541992
	Iteration 53Q: 3 clusters Score -1.607884e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -16078876.000000 Penalty: 5732.541992
	Iteration 54Q: 3 clusters Score -1.607888e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -16078901.000000 Penalty: 5732.541992
	Iteration 55Q: 3 clusters Score -1.60789e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -16078956.000000 Penalty: 5732.541992
	Iteration 56Q: 3 clusters Score -1.607896e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -16079063.000000 Penalty: 5732.541992
	Iteration 57Q: 3 clusters Score -1.607906e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -16079139.000000 Penalty: 5732.541992
	Iteration 58Q: 3 clusters Score -1.607914e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -16079227.000000 Penalty: 5732.541992
	Iteration 59Q: 3 clusters Score -1.607923e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -16079267.000000 Penalty: 5732.541992
	Iteration 60F: 3 clusters Score -1.607927e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -16079260.000000 Penalty: 5732.541992
	Iteration 61Q: 3 clusters Score -1.607926e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -16079293.000000 Penalty: 5732.541992
	Iteration 62Q: 3 clusters Score -1.607929e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -16079351.000000 Penalty: 5732.541992
	Iteration 63Q: 3 clusters Score -1.607935e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -16079325.000000 Penalty: 5732.541992
	Iteration 64Q: 3 clusters Score -1.607932e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -16079363.000000 Penalty: 5732.541992
	Iteration 65Q: 3 clusters Score -1.607936e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -16079345.000000 Penalty: 5732.541992
	Iteration 66Q: 3 clusters Score -1.607934e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -16079366.000000 Penalty: 5732.541992
	Iteration 67Q: 3 clusters Score -1.607937e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -16079379.000000 Penalty: 5732.541992
	Iteration 68Q: 3 clusters Score -1.607938e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -16079373.000000 Penalty: 5732.541992
	Iteration 69Q: 3 clusters Score -1.607937e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -16079377.000000 Penalty: 5732.541992
	Iteration 70Q: 3 clusters Score -1.607938e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -16079401.000000 Penalty: 5732.541992
	Iteration 71Q: 3 clusters Score -1.60794e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -16079407.000000 Penalty: 5732.541992
	Iteration 72Q: 3 clusters Score -1.607941e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -16079448.000000 Penalty: 5732.541992
	Iteration 73Q: 3 clusters Score -1.607945e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -16079440.000000 Penalty: 5732.541992
	Iteration 74Q: 3 clusters Score -1.607944e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -16079437.000000 Penalty: 5732.541992
	Iteration 75Q: 3 clusters Score -1.607944e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -16079448.000000 Penalty: 5732.541992
	Iteration 76Q: 3 clusters Score -1.607945e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -16079458.000000 Penalty: 5732.541992
	Iteration 77Q: 3 clusters Score -1.607946e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -16079438.000000 Penalty: 5732.541992
	Iteration 78Q: 3 clusters Score -1.607944e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -16079468.000000 Penalty: 5732.541992
	Iteration 79Q: 3 clusters Score -1.607947e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -16079497.000000 Penalty: 5732.541992
	Iteration 80F: 3 clusters Score -1.60795e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -16079494.000000 Penalty: 5732.541992
	Iteration 81Q: 3 clusters Score -1.607949e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -16079508.000000 Penalty: 5732.541992
	Iteration 82Q: 3 clusters Score -1.607951e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -16079468.000000 Penalty: 5732.541992
	Iteration 83Q: 3 clusters Score -1.607947e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -16079471.000000 Penalty: 5732.541992
	Iteration 84Q: 3 clusters Score -1.607947e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -16079493.000000 Penalty: 5732.541992
	Iteration 85Q: 3 clusters Score -1.607949e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -16079511.000000 Penalty: 5732.541992
	Iteration 86Q: 3 clusters Score -1.607951e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -16079483.000000 Penalty: 5732.541992
	Iteration 87Q: 3 clusters Score -1.607948e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -16079465.000000 Penalty: 5732.541992
	Iteration 88Q: 3 clusters Score -1.607946e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -16079435.000000 Penalty: 5732.541992
	Iteration 89Q: 3 clusters Score -1.607944e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -16079409.000000 Penalty: 5732.541992
	Iteration 90Q: 3 clusters Score -1.607941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -16079405.000000 Penalty: 5732.541992
	Iteration 91Q: 3 clusters Score -1.60794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -16079410.000000 Penalty: 5732.541992
	Iteration 92Q: 3 clusters Score -1.607941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -16079435.000000 Penalty: 5732.541992
	Iteration 93Q: 3 clusters Score -1.607944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -16079427.000000 Penalty: 5732.541992
	Iteration 94Q: 3 clusters Score -1.607943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -16079436.000000 Penalty: 5732.541992
	Iteration 95Q: 3 clusters Score -1.607944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -16079440.000000 Penalty: 5732.541992
	Iteration 96Q: 3 clusters Score -1.607944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -16079487.000000 Penalty: 5732.541992
	Iteration 97Q: 3 clusters Score -1.607949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -16079491.000000 Penalty: 5732.541992
	Iteration 98Q: 3 clusters Score -1.607949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -16079471.000000 Penalty: 5732.541992
	Iteration 99Q: 3 clusters Score -1.607947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -16079469.000000 Penalty: 5732.541992
	Iteration 100F: 3 clusters Score -1.607947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -16079461.000000 Penalty: 5732.541992
	Iteration 101Q: 3 clusters Score -1.607946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -16079458.000000 Penalty: 5732.541992
	Iteration 102Q: 3 clusters Score -1.607946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 98736 members 
Entering Unmasked Estep 
Score: -16079470.000000 Penalty: 5732.541992
	Iteration 103Q: 3 clusters Score -1.607947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -16079469.000000 Penalty: 5732.541992
	Iteration 104Q: 3 clusters Score -1.607947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -16079462.000000 Penalty: 5732.541992
	Iteration 105Q: 3 clusters Score -1.607946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -16079460.000000 Penalty: 5732.541992
	Iteration 106Q: 3 clusters Score -1.607946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -16079467.000000 Penalty: 5732.541992
	Iteration 107Q: 3 clusters Score -1.607947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -16079433.000000 Penalty: 5732.541992
	Iteration 108Q: 3 clusters Score -1.607943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -16079442.000000 Penalty: 5732.541992
	Iteration 109Q: 3 clusters Score -1.607944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -16079452.000000 Penalty: 5732.541992
	Iteration 110Q: 3 clusters Score -1.607945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -16079440.000000 Penalty: 5732.541992
	Iteration 111Q: 3 clusters Score -1.607944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -16079427.000000 Penalty: 5732.541992
	Iteration 112Q: 3 clusters Score -1.607943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -16079416.000000 Penalty: 5732.541992
	Iteration 113Q: 3 clusters Score -1.607942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -16079418.000000 Penalty: 5732.541992
	Iteration 114Q: 3 clusters Score -1.607942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -16079412.000000 Penalty: 5732.541992
	Iteration 115Q: 3 clusters Score -1.607941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -16079415.000000 Penalty: 5732.541992
	Iteration 116Q: 3 clusters Score -1.607942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -16079422.000000 Penalty: 5732.541992
	Iteration 117Q: 3 clusters Score -1.607942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -16079431.000000 Penalty: 5732.541992
	Iteration 118Q: 3 clusters Score -1.607943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -16079431.000000 Penalty: 5732.541992
	Iteration 119Q: 3 clusters Score -1.607943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -16079429.000000 Penalty: 5732.541992
	Iteration 120F: 3 clusters Score -1.607943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -16079431.000000 Penalty: 5732.541992
	Iteration 121Q: 3 clusters Score -1.607943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -16079420.000000 Penalty: 5732.541992
	Iteration 122Q: 3 clusters Score -1.607942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -16079429.000000 Penalty: 5732.541992
	Iteration 123Q: 3 clusters Score -1.607943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -16079412.000000 Penalty: 5732.541992
	Iteration 124Q: 3 clusters Score -1.607941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -16079411.000000 Penalty: 5732.541992
	Iteration 125Q: 3 clusters Score -1.607941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -16079418.000000 Penalty: 5732.541992
	Iteration 126Q: 3 clusters Score -1.607942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -16079420.000000 Penalty: 5732.541992
	Iteration 127Q: 3 clusters Score -1.607942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -16079420.000000 Penalty: 5732.541992
	Iteration 128Q: 3 clusters Score -1.607942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -16079420.000000 Penalty: 5732.541992
	Iteration 129Q: 3 clusters Score -1.607942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -16079429.000000 Penalty: 5732.541992
	Iteration 130Q: 3 clusters Score -1.607943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -16079418.000000 Penalty: 5732.541992
	Iteration 131Q: 3 clusters Score -1.607942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -16079417.000000 Penalty: 5732.541992
	Iteration 132Q: 3 clusters Score -1.607942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -16079428.000000 Penalty: 5732.541992
	Iteration 133Q: 3 clusters Score -1.607943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -16079433.000000 Penalty: 5732.541992
	Iteration 134Q: 3 clusters Score -1.607943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -16079439.000000 Penalty: 5732.541992
	Iteration 135Q: 3 clusters Score -1.607944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -16079432.000000 Penalty: 5732.541992
	Iteration 136Q: 3 clusters Score -1.607943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -16079440.000000 Penalty: 5732.541992
	Iteration 137Q: 3 clusters Score -1.607944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -16079446.000000 Penalty: 5732.541992
	Iteration 138Q: 3 clusters Score -1.607945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -16079441.000000 Penalty: 5732.541992
	Iteration 139Q: 3 clusters Score -1.607944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -16079449.000000 Penalty: 5732.541992
	Iteration 140F: 3 clusters Score -1.607945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 99285 members 
Entering Unmasked Estep 
Score: -16079457.000000 Penalty: 5732.541992
	Iteration 141Q: 3 clusters Score -1.607946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -16079461.000000 Penalty: 5732.541992
	Iteration 142Q: 3 clusters Score -1.607946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -16079450.000000 Penalty: 5732.541992
	Iteration 143Q: 3 clusters Score -1.607945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -16079437.000000 Penalty: 5732.541992
	Iteration 144Q: 3 clusters Score -1.607944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -16079447.000000 Penalty: 5732.541992
	Iteration 145Q: 3 clusters Score -1.607945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -16079438.000000 Penalty: 5732.541992
	Iteration 146Q: 3 clusters Score -1.607944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -16079439.000000 Penalty: 5732.541992
	Iteration 147Q: 3 clusters Score -1.607944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -16079453.000000 Penalty: 5732.541992
	Iteration 148Q: 3 clusters Score -1.607945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -16079446.000000 Penalty: 5732.541992
	Iteration 149Q: 3 clusters Score -1.607945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -16079436.000000 Penalty: 5732.541992
	Iteration 150Q: 3 clusters Score -1.607944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -16079437.000000 Penalty: 5732.541992
	Iteration 151Q: 3 clusters Score -1.607944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -16079421.000000 Penalty: 5732.541992
	Iteration 152Q: 3 clusters Score -1.607942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -16079425.000000 Penalty: 5732.541992
	Iteration 153Q: 3 clusters Score -1.607942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -16079432.000000 Penalty: 5732.541992
	Iteration 154Q: 3 clusters Score -1.607943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -16079429.000000 Penalty: 5732.541992
	Iteration 155Q: 3 clusters Score -1.607943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -16079437.000000 Penalty: 5732.541992
	Iteration 156Q: 3 clusters Score -1.607944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -16079443.000000 Penalty: 5732.541992
	Iteration 157Q: 3 clusters Score -1.607944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -16079440.000000 Penalty: 5732.541992
	Iteration 158Q: 3 clusters Score -1.607944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -16079434.000000 Penalty: 5732.541992
	Iteration 159Q: 3 clusters Score -1.607943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -16079443.000000 Penalty: 5732.541992
	Iteration 160F: 3 clusters Score -1.607944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -315576.062500 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -315576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -312926.437500 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -312926.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -313378.718750 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -313378.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -313505.312500 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -313505.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -313569.343750 Penalty: 3781.326416
	Iteration 3Q: 3 clusters Score -313569.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -313611.906250 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -313611.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -313639.062500 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -313639.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -313663.468750 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -313663.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -313686.031250 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -313686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -313702.000000 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -313702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -313717.562500 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -313717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -313735.281250 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -313735.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -313750.250000 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -313750.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -313769.093750 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -313769.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -313781.000000 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -313781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -313789.906250 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -313789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -313794.625000 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -313794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -313797.875000 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -313797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -313799.968750 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -313800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -313802.718750 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -313802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -313804.656250 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -313804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -313806.187500 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -313806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -313807.281250 Penalty: 3781.326416
	Iteration 21Q: 3 clusters Score -313807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -313809.656250 Penalty: 3781.326416
	Iteration 22Q: 3 clusters Score -313809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -313810.656250 Penalty: 3781.326416
	Iteration 23Q: 3 clusters Score -313810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -313810.781250 Penalty: 3781.326416
	Iteration 24Q: 3 clusters Score -313810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -313810.781250 Penalty: 3781.326416
	Iteration 25F: 3 clusters Score -313810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -668249.562500 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -668249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -664022.375000 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -664022.4 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -665160.125000 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -665160.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -665554.625000 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -665554.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -665834.187500 Penalty: 4176.221191
	Iteration 3F: 3 clusters Score -665834.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -666037.000000 Penalty: 4176.221191
	Iteration 4F: 3 clusters Score -666037 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -666223.250000 Penalty: 4176.221191
	Iteration 5F: 3 clusters Score -666223.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -666362.750000 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -666362.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -666472.000000 Penalty: 4176.221191
	Iteration 7Q: 3 clusters Score -666472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -666569.125000 Penalty: 4176.221191
	Iteration 8Q: 3 clusters Score -666569.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -666635.562500 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -666635.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -666684.250000 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -666684.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -666722.937500 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -666722.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -666755.875000 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -666755.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -666784.250000 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -666784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -666806.562500 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -666806.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -666830.687500 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -666830.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -666848.812500 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -666848.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -666858.375000 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -666858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -666865.750000 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -666865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -666870.250000 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -666870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -666873.562500 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -666873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -666876.375000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -666876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -666879.500000 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -666879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -666883.562500 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -666883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -666883.937500 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -666883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666882.937500 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -666882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -666883.750000 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -666883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666884.875000 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -666884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -666884.562500 Penalty: 4176.221191
	Iteration 28Q: 3 clusters Score -666884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666884.562500 Penalty: 4176.221191
	Iteration 29Q: 3 clusters Score -666884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666886.437500 Penalty: 4176.221191
	Iteration 30Q: 3 clusters Score -666886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666886.437500 Penalty: 4176.221191
	Iteration 31F: 3 clusters Score -666886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Entering Unmasked Estep 
Score: -15561102.000000 Penalty: 2856.383301
	Iteration 0F: 2 clusters Score -1.55611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -15495819.000000 Penalty: 5712.766602
	Iteration 0F: 3 clusters Score -1.549582e+07 nChanged 47502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -15523308.000000 Penalty: 5712.766602
	Iteration 1F: 3 clusters Score -1.552331e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -15523966.000000 Penalty: 5712.766602
	Iteration 2Q: 3 clusters Score -1.552397e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -15524698.000000 Penalty: 5712.766602
	Iteration 3Q: 3 clusters Score -1.55247e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -15525610.000000 Penalty: 5712.766602
	Iteration 4Q: 3 clusters Score -1.552561e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -15526972.000000 Penalty: 5712.766602
	Iteration 5Q: 3 clusters Score -1.552697e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -15529255.000000 Penalty: 5712.766602
	Iteration 6Q: 3 clusters Score -1.552926e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -15532795.000000 Penalty: 5712.766602
	Iteration 7F: 3 clusters Score -1.55328e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -15537885.000000 Penalty: 5712.766602
	Iteration 8F: 3 clusters Score -1.553788e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -15543634.000000 Penalty: 5712.766602
	Iteration 9F: 3 clusters Score -1.554363e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -15548632.000000 Penalty: 5712.766602
	Iteration 10F: 3 clusters Score -1.554863e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -15552158.000000 Penalty: 5712.766602
	Iteration 11Q: 3 clusters Score -1.555216e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -15554561.000000 Penalty: 5712.766602
	Iteration 12Q: 3 clusters Score -1.555456e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -15556132.000000 Penalty: 5712.766602
	Iteration 13Q: 3 clusters Score -1.555613e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -15557213.000000 Penalty: 5712.766602
	Iteration 14Q: 3 clusters Score -1.555721e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -15557855.000000 Penalty: 5712.766602
	Iteration 15Q: 3 clusters Score -1.555786e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15558160.000000 Penalty: 5712.766602
	Iteration 16Q: 3 clusters Score -1.555816e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -15558315.000000 Penalty: 5712.766602
	Iteration 17Q: 3 clusters Score -1.555832e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -15558415.000000 Penalty: 5712.766602
	Iteration 18Q: 3 clusters Score -1.555842e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -15558504.000000 Penalty: 5712.766602
	Iteration 19Q: 3 clusters Score -1.55585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -15558556.000000 Penalty: 5712.766602
	Iteration 20F: 3 clusters Score -1.555856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -15558586.000000 Penalty: 5712.766602
	Iteration 21Q: 3 clusters Score -1.555859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -15558609.000000 Penalty: 5712.766602
	Iteration 22Q: 3 clusters Score -1.555861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -15558613.000000 Penalty: 5712.766602
	Iteration 23Q: 3 clusters Score -1.555861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -15558628.000000 Penalty: 5712.766602
	Iteration 24Q: 3 clusters Score -1.555863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -15558629.000000 Penalty: 5712.766602
	Iteration 25Q: 3 clusters Score -1.555863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -15558627.000000 Penalty: 5712.766602
	Iteration 26Q: 3 clusters Score -1.555863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -15558627.000000 Penalty: 5712.766602
	Iteration 27F: 3 clusters Score -1.555863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Entering Unmasked Estep 
Score: -15404973.000000 Penalty: 2855.782715
	Iteration 0F: 2 clusters Score -1.540497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -15341032.000000 Penalty: 5711.565430
	Iteration 0F: 3 clusters Score -1.534103e+07 nChanged 47339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -15368865.000000 Penalty: 5711.565430
	Iteration 1F: 3 clusters Score -1.536886e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -15370901.000000 Penalty: 5711.565430
	Iteration 2Q: 3 clusters Score -1.53709e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -15374245.000000 Penalty: 5711.565430
	Iteration 3F: 3 clusters Score -1.537424e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -15379409.000000 Penalty: 5711.565430
	Iteration 4F: 3 clusters Score -1.537941e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -15385834.000000 Penalty: 5711.565430
	Iteration 5F: 3 clusters Score -1.538583e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -15392368.000000 Penalty: 5711.565430
	Iteration 6F: 3 clusters Score -1.539237e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -15397245.000000 Penalty: 5711.565430
	Iteration 7F: 3 clusters Score -1.539724e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -15400269.000000 Penalty: 5711.565430
	Iteration 8Q: 3 clusters Score -1.540027e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -15401780.000000 Penalty: 5711.565430
	Iteration 9Q: 3 clusters Score -1.540178e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -15402534.000000 Penalty: 5711.565430
	Iteration 10Q: 3 clusters Score -1.540253e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -15402997.000000 Penalty: 5711.565430
	Iteration 11Q: 3 clusters Score -1.5403e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -15403151.000000 Penalty: 5711.565430
	Iteration 12Q: 3 clusters Score -1.540315e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15403302.000000 Penalty: 5711.565430
	Iteration 13Q: 3 clusters Score -1.54033e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15403369.000000 Penalty: 5711.565430
	Iteration 14Q: 3 clusters Score -1.540337e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -15403410.000000 Penalty: 5711.565430
	Iteration 15Q: 3 clusters Score -1.540341e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -15403372.000000 Penalty: 5711.565430
	Iteration 16Q: 3 clusters Score -1.540337e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15403377.000000 Penalty: 5711.565430
	Iteration 17Q: 3 clusters Score -1.540338e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -15403357.000000 Penalty: 5711.565430
	Iteration 18Q: 3 clusters Score -1.540336e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15403362.000000 Penalty: 5711.565430
	Iteration 19Q: 3 clusters Score -1.540336e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15403366.000000 Penalty: 5711.565430
	Iteration 20F: 3 clusters Score -1.540337e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15403347.000000 Penalty: 5711.565430
	Iteration 21Q: 3 clusters Score -1.540335e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15403370.000000 Penalty: 5711.565430
	Iteration 22Q: 3 clusters Score -1.540337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -15403349.000000 Penalty: 5711.565430
	Iteration 23Q: 3 clusters Score -1.540335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15403340.000000 Penalty: 5711.565430
	Iteration 24Q: 3 clusters Score -1.540334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15403346.000000 Penalty: 5711.565430
	Iteration 25Q: 3 clusters Score -1.540335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15403351.000000 Penalty: 5711.565430
	Iteration 26Q: 3 clusters Score -1.540335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15403351.000000 Penalty: 5711.565430
	Iteration 27Q: 3 clusters Score -1.540335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15403342.000000 Penalty: 5711.565430
	Iteration 28Q: 3 clusters Score -1.540334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15403339.000000 Penalty: 5711.565430
	Iteration 29Q: 3 clusters Score -1.540334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15403332.000000 Penalty: 5711.565430
	Iteration 30Q: 3 clusters Score -1.540333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15403335.000000 Penalty: 5711.565430
	Iteration 31Q: 3 clusters Score -1.540334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15403344.000000 Penalty: 5711.565430
	Iteration 32Q: 3 clusters Score -1.540334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15403349.000000 Penalty: 5711.565430
	Iteration 33Q: 3 clusters Score -1.540335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15403339.000000 Penalty: 5711.565430
	Iteration 34Q: 3 clusters Score -1.540334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15403335.000000 Penalty: 5711.565430
	Iteration 35Q: 3 clusters Score -1.540334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15403345.000000 Penalty: 5711.565430
	Iteration 36Q: 3 clusters Score -1.540334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15403345.000000 Penalty: 5711.565430
	Iteration 37Q: 3 clusters Score -1.540334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15403357.000000 Penalty: 5711.565430
	Iteration 38Q: 3 clusters Score -1.540336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98788 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15403364.000000 Penalty: 5711.565430
	Iteration 39Q: 3 clusters Score -1.540336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15403362.000000 Penalty: 5711.565430
	Iteration 40F: 3 clusters Score -1.540336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15403373.000000 Penalty: 5711.565430
	Iteration 41Q: 3 clusters Score -1.540337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15403369.000000 Penalty: 5711.565430
	Iteration 42Q: 3 clusters Score -1.540337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15403358.000000 Penalty: 5711.565430
	Iteration 43Q: 3 clusters Score -1.540336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15403372.000000 Penalty: 5711.565430
	Iteration 44Q: 3 clusters Score -1.540337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15403359.000000 Penalty: 5711.565430
	Iteration 45Q: 3 clusters Score -1.540336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15403369.000000 Penalty: 5711.565430
	Iteration 46Q: 3 clusters Score -1.540337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15403364.000000 Penalty: 5711.565430
	Iteration 47Q: 3 clusters Score -1.540336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15403366.000000 Penalty: 5711.565430
	Iteration 48Q: 3 clusters Score -1.540337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15403369.000000 Penalty: 5711.565430
	Iteration 49Q: 3 clusters Score -1.540337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15403371.000000 Penalty: 5711.565430
	Iteration 50Q: 3 clusters Score -1.540337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15403376.000000 Penalty: 5711.565430
	Iteration 51Q: 3 clusters Score -1.540338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15403362.000000 Penalty: 5711.565430
	Iteration 52Q: 3 clusters Score -1.540336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15403375.000000 Penalty: 5711.565430
	Iteration 53Q: 3 clusters Score -1.540338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15403361.000000 Penalty: 5711.565430
	Iteration 54Q: 3 clusters Score -1.540336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15403375.000000 Penalty: 5711.565430
	Iteration 55Q: 3 clusters Score -1.540338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15403362.000000 Penalty: 5711.565430
	Iteration 56Q: 3 clusters Score -1.540336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15403370.000000 Penalty: 5711.565430
	Iteration 57Q: 3 clusters Score -1.540337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15403364.000000 Penalty: 5711.565430
	Iteration 58Q: 3 clusters Score -1.540336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15403364.000000 Penalty: 5711.565430
	Iteration 59F: 3 clusters Score -1.540336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -437341.375000 Penalty: 1966.333984
	Iteration 0F: 2 clusters Score -437341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -434183.875000 Penalty: 3932.667969
	Iteration 0F: 3 clusters Score -434183.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -434755.406250 Penalty: 3932.667969
	Iteration 1F: 3 clusters Score -434755.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -434888.781250 Penalty: 3932.667969
	Iteration 2F: 3 clusters Score -434888.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -434949.062500 Penalty: 3932.667969
	Iteration 3Q: 3 clusters Score -434949.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -434985.781250 Penalty: 3932.667969
	Iteration 4Q: 3 clusters Score -434985.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -435016.187500 Penalty: 3932.667969
	Iteration 5Q: 3 clusters Score -435016.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -435050.968750 Penalty: 3932.667969
	Iteration 6Q: 3 clusters Score -435051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -435073.000000 Penalty: 3932.667969
	Iteration 7Q: 3 clusters Score -435073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -435086.656250 Penalty: 3932.667969
	Iteration 8Q: 3 clusters Score -435086.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -435095.125000 Penalty: 3932.667969
	Iteration 9Q: 3 clusters Score -435095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -435100.812500 Penalty: 3932.667969
	Iteration 10Q: 3 clusters Score -435100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -435104.437500 Penalty: 3932.667969
	Iteration 11Q: 3 clusters Score -435104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -435105.937500 Penalty: 3932.667969
	Iteration 12Q: 3 clusters Score -435105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -435108.500000 Penalty: 3932.667969
	Iteration 13Q: 3 clusters Score -435108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -435108.500000 Penalty: 3932.667969
	Iteration 14F: 3 clusters Score -435108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Entering Unmasked Estep 
Score: -7016814.000000 Penalty: 2666.944580
	Iteration 0F: 2 clusters Score -7016814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -6985290.500000 Penalty: 5333.889160
	Iteration 0F: 3 clusters Score -6985290 nChanged 21576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -6997318.000000 Penalty: 5333.889160
	Iteration 1F: 3 clusters Score -6997318 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6998219.500000 Penalty: 5333.889160
	Iteration 2F: 3 clusters Score -6998220 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -6999253.500000 Penalty: 5333.889160
	Iteration 3F: 3 clusters Score -6999254 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -7000712.500000 Penalty: 5333.889160
	Iteration 4F: 3 clusters Score -7000712 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -7002667.500000 Penalty: 5333.889160
	Iteration 5F: 3 clusters Score -7002668 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -7005016.500000 Penalty: 5333.889160
	Iteration 6F: 3 clusters Score -7005016 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -7007546.500000 Penalty: 5333.889160
	Iteration 7F: 3 clusters Score -7007546 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7009937.000000 Penalty: 5333.889160
	Iteration 8F: 3 clusters Score -7009937 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7011738.500000 Penalty: 5333.889160
	Iteration 9Q: 3 clusters Score -7011738 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7012994.000000 Penalty: 5333.889160
	Iteration 10Q: 3 clusters Score -7012994 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7013670.500000 Penalty: 5333.889160
	Iteration 11Q: 3 clusters Score -7013670 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7014073.500000 Penalty: 5333.889160
	Iteration 12Q: 3 clusters Score -7014074 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7014215.000000 Penalty: 5333.889160
	Iteration 13Q: 3 clusters Score -7014215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7014311.500000 Penalty: 5333.889160
	Iteration 14Q: 3 clusters Score -7014312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7014370.500000 Penalty: 5333.889160
	Iteration 15Q: 3 clusters Score -7014370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7014419.000000 Penalty: 5333.889160
	Iteration 16Q: 3 clusters Score -7014419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7014462.500000 Penalty: 5333.889160
	Iteration 17Q: 3 clusters Score -7014462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7014487.500000 Penalty: 5333.889160
	Iteration 18Q: 3 clusters Score -7014488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7014500.500000 Penalty: 5333.889160
	Iteration 19Q: 3 clusters Score -7014500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7014519.000000 Penalty: 5333.889160
	Iteration 20F: 3 clusters Score -7014519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7014522.500000 Penalty: 5333.889160
	Iteration 21Q: 3 clusters Score -7014522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7014522.000000 Penalty: 5333.889160
	Iteration 22Q: 3 clusters Score -7014522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7014518.000000 Penalty: 5333.889160
	Iteration 23Q: 3 clusters Score -7014518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7014527.500000 Penalty: 5333.889160
	Iteration 24Q: 3 clusters Score -7014528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7014527.000000 Penalty: 5333.889160
	Iteration 25Q: 3 clusters Score -7014527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7014526.500000 Penalty: 5333.889160
	Iteration 26Q: 3 clusters Score -7014526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7014531.000000 Penalty: 5333.889160
	Iteration 27Q: 3 clusters Score -7014531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7014529.000000 Penalty: 5333.889160
	Iteration 28Q: 3 clusters Score -7014529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7014542.000000 Penalty: 5333.889160
	Iteration 29Q: 3 clusters Score -7014542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7014540.500000 Penalty: 5333.889160
	Iteration 30Q: 3 clusters Score -7014540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7014540.000000 Penalty: 5333.889160
	Iteration 31Q: 3 clusters Score -7014540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7014540.000000 Penalty: 5333.889160
	Iteration 32F: 3 clusters Score -7014540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -82934.531250 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -82934.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81301.640625 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -81301.64 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81752.132812 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -81752.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82048.242188 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -82048.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82248.476562 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -82248.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82507.179688 Penalty: 3211.049805
	Iteration 4F: 3 clusters Score -82507.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82835.343750 Penalty: 3211.049805
	Iteration 5F: 3 clusters Score -82835.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82993.710938 Penalty: 3211.049805
	Iteration 6F: 3 clusters Score -82993.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83061.789062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -83061.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83089.406250 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -83089.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83102.523438 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -83102.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83149.000000 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -83149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83268.429688 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -83268.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83285.875000 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -83285.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83360.187500 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -83360.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83376.007812 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -83376.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83387.757812 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -83387.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83387.757812 Penalty: 3211.049805
	Iteration 16F: 3 clusters Score -83387.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 59040 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60245 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104563 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 100476 members 
Mstep: Class 18 contains 100233 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 46808 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 58407 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 64956 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 244 members 
Entering Unmasked Estep 
Score: -137790976.000000 Penalty: 98730.570312
Splitting cluster 21 changes total score from -137792096.000000 to -137790976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Entering Unmasked Estep 
Score: -9030501.000000 Penalty: 2721.847412
	Iteration 0F: 2 clusters Score -9030501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -8991164.000000 Penalty: 5443.694824
	Iteration 0F: 3 clusters Score -8991164 nChanged 27210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -9006258.000000 Penalty: 5443.694824
	Iteration 1F: 3 clusters Score -9006258 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -9006861.000000 Penalty: 5443.694824
	Iteration 2Q: 3 clusters Score -9006861 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -9007469.000000 Penalty: 5443.694824
	Iteration 3Q: 3 clusters Score -9007469 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -9007973.000000 Penalty: 5443.694824
	Iteration 4Q: 3 clusters Score -9007973 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -9008605.000000 Penalty: 5443.694824
	Iteration 5Q: 3 clusters Score -9008605 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9009360 nChanged 2344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9010307 nChanged 2628
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Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9011562 nChanged 2997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9013197 nChanged 3328
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Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9015318 nChanged 3343
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Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9017456 nChanged 2965
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Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -9019147 nChanged 2374
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Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9020213 nChanged 1751
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Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9020809 nChanged 1362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9021225 nChanged 1181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9021668 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9022034 nChanged 1123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9022424 nChanged 1123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9022787 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9023209 nChanged 1138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9023611 nChanged 1101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9023979 nChanged 1081
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9024331 nChanged 1019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9024679 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9025131 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9025550 nChanged 967
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9026162 nChanged 1012
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9026927 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9027603 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -9028172.000000 Penalty: 5443.694824
	Iteration 30Q: 3 clusters Score -9028172 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -9028556.000000 Penalty: 5443.694824
	Iteration 31Q: 3 clusters Score -9028556 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -9028735.000000 Penalty: 5443.694824
	Iteration 32Q: 3 clusters Score -9028735 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9028866 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9028980 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9029020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9029061 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9029095 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9029133 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9029142 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9029167 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9029196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9029214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -9029245.000000 Penalty: 5443.694824
	Iteration 43Q: 3 clusters Score -9029245 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -9029259.000000 Penalty: 5443.694824
	Iteration 44Q: 3 clusters Score -9029259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -9029257.000000 Penalty: 5443.694824
	Iteration 45Q: 3 clusters Score -9029257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -9029269.000000 Penalty: 5443.694824
	Iteration 46Q: 3 clusters Score -9029269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -9029275.000000 Penalty: 5443.694824
	Iteration 47Q: 3 clusters Score -9029275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -9029272.000000 Penalty: 5443.694824
	Iteration 48Q: 3 clusters Score -9029272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9029272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -9029276.000000 Penalty: 5443.694824
	Iteration 50Q: 3 clusters Score -9029276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9029275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -9029270.000000 Penalty: 5443.694824
	Iteration 52Q: 3 clusters Score -9029270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9029294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -9029297.000000 Penalty: 5443.694824
	Iteration 54Q: 3 clusters Score -9029297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9029296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9029294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -9029300.000000 Penalty: 5443.694824
	Iteration 57Q: 3 clusters Score -9029300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -9029289.000000 Penalty: 5443.694824
	Iteration 58Q: 3 clusters Score -9029289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9029289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -9029303.000000 Penalty: 5443.694824
	Iteration 60F: 3 clusters Score -9029303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -9029293.000000 Penalty: 5443.694824
	Iteration 61Q: 3 clusters Score -9029293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9029295 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9029289 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -9029301.000000 Penalty: 5443.694824
	Iteration 64Q: 3 clusters Score -9029301 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9029300 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -9029297.000000 Penalty: 5443.694824
	Iteration 66Q: 3 clusters Score -9029297 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -9029298.000000 Penalty: 5443.694824
	Iteration 67Q: 3 clusters Score -9029298 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9029302 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9029298 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -9029302.000000 Penalty: 5443.694824
	Iteration 70Q: 3 clusters Score -9029302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -9029299.000000 Penalty: 5443.694824
	Iteration 71Q: 3 clusters Score -9029299 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -9029307.000000 Penalty: 5443.694824
	Iteration 72Q: 3 clusters Score -9029307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -9029304.000000 Penalty: 5443.694824
	Iteration 73Q: 3 clusters Score -9029304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -9029315.000000 Penalty: 5443.694824
	Iteration 74Q: 3 clusters Score -9029315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -9029319.000000 Penalty: 5443.694824
	Iteration 75Q: 3 clusters Score -9029319 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -9029321.000000 Penalty: 5443.694824
	Iteration 76Q: 3 clusters Score -9029321 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9029315 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -9029331.000000 Penalty: 5443.694824
	Iteration 78Q: 3 clusters Score -9029331 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9029325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -9029329.000000 Penalty: 5443.694824
	Iteration 80F: 3 clusters Score -9029329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9029325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -9029328.000000 Penalty: 5443.694824
	Iteration 82Q: 3 clusters Score -9029328 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9029329 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9029332.000000 Penalty: 5443.694824
	Iteration 84Q: 3 clusters Score -9029332 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -9029327.000000 Penalty: 5443.694824
	Iteration 85Q: 3 clusters Score -9029327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9029332 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -9029330.000000 Penalty: 5443.694824
	Iteration 87Q: 3 clusters Score -9029330 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9029329 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9029330 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9029336 nChanged 0
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Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -9029336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1854137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6555 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1844404 nChanged 5651
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Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1847487 nChanged 777
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1847815 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1848079 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1848312 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1848533 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1848781.000000 Penalty: 4706.222168
	Iteration 6Q: 3 clusters Score -1848781 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1849047.000000 Penalty: 4706.222168
	Iteration 7Q: 3 clusters Score -1849047 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1849387.375000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1849387 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1849782.250000 Penalty: 4706.222168
	Iteration 9Q: 3 clusters Score -1849782 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1850138.500000 Penalty: 4706.222168
	Iteration 10Q: 3 clusters Score -1850138 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1850485.625000 Penalty: 4706.222168
	Iteration 11Q: 3 clusters Score -1850486 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1850812.250000 Penalty: 4706.222168
	Iteration 12Q: 3 clusters Score -1850812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1851101.250000 Penalty: 4706.222168
	Iteration 13Q: 3 clusters Score -1851101 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1851368.125000 Penalty: 4706.222168
	Iteration 14Q: 3 clusters Score -1851368 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1851571.625000 Penalty: 4706.222168
	Iteration 15Q: 3 clusters Score -1851572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1851731.375000 Penalty: 4706.222168
	Iteration 16Q: 3 clusters Score -1851731 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1851849.500000 Penalty: 4706.222168
	Iteration 17Q: 3 clusters Score -1851850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1851933.250000 Penalty: 4706.222168
	Iteration 18Q: 3 clusters Score -1851933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1852003.625000 Penalty: 4706.222168
	Iteration 19Q: 3 clusters Score -1852004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1852050.750000 Penalty: 4706.222168
	Iteration 20F: 3 clusters Score -1852051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1852086.125000 Penalty: 4706.222168
	Iteration 21Q: 3 clusters Score -1852086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1852117.750000 Penalty: 4706.222168
	Iteration 22Q: 3 clusters Score -1852118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1852147.500000 Penalty: 4706.222168
	Iteration 23Q: 3 clusters Score -1852148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1852166.500000 Penalty: 4706.222168
	Iteration 24Q: 3 clusters Score -1852166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1852177.750000 Penalty: 4706.222168
	Iteration 25Q: 3 clusters Score -1852178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1852184.875000 Penalty: 4706.222168
	Iteration 26Q: 3 clusters Score -1852185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1852195.500000 Penalty: 4706.222168
	Iteration 27Q: 3 clusters Score -1852196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1852207.625000 Penalty: 4706.222168
	Iteration 28Q: 3 clusters Score -1852208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1852216.875000 Penalty: 4706.222168
	Iteration 29Q: 3 clusters Score -1852217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1852223.375000 Penalty: 4706.222168
	Iteration 30Q: 3 clusters Score -1852223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1852228.500000 Penalty: 4706.222168
	Iteration 31Q: 3 clusters Score -1852228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1852229.500000 Penalty: 4706.222168
	Iteration 32Q: 3 clusters Score -1852230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1852230.875000 Penalty: 4706.222168
	Iteration 33Q: 3 clusters Score -1852231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1852238.250000 Penalty: 4706.222168
	Iteration 34Q: 3 clusters Score -1852238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1852244.125000 Penalty: 4706.222168
	Iteration 35Q: 3 clusters Score -1852244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1852250.375000 Penalty: 4706.222168
	Iteration 36Q: 3 clusters Score -1852250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1852257.125000 Penalty: 4706.222168
	Iteration 37Q: 3 clusters Score -1852257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1852257.750000 Penalty: 4706.222168
	Iteration 38Q: 3 clusters Score -1852258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1852258.875000 Penalty: 4706.222168
	Iteration 39Q: 3 clusters Score -1852259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1852260.750000 Penalty: 4706.222168
	Iteration 40F: 3 clusters Score -1852261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -124466.601562 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124466.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125084.898438 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -125084.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -125661.289062 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125661.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -125937.320312 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125937.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -126100.515625 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -126100.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126242.929688 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -126242.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126345.648438 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -126345.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -126427.289062 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126427.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -126481.757812 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -126514.921875 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -126525.476562 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -126525.476562 Penalty: 3387.041260
	Iteration 11F: 3 clusters Score -126525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 59040 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60245 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104563 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 100476 members 
Mstep: Class 18 contains 100233 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 46808 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58407 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 688 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 64956 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 236 members 
Entering Unmasked Estep 
Score: -137790704.000000 Penalty: 98730.570312
Splitting cluster 24 changes total score from -137792096.000000 to -137790704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Entering Unmasked Estep 
Score: -6887343.000000 Penalty: 2661.388672
	Iteration 0F: 2 clusters Score -6887343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -6856539.500000 Penalty: 5322.777344
	Iteration 0F: 3 clusters Score -6856540 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6867970.000000 Penalty: 5322.777344
	Iteration 1F: 3 clusters Score -6867970 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6868493.500000 Penalty: 5322.777344
	Iteration 2Q: 3 clusters Score -6868494 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6869098.000000 Penalty: 5322.777344
	Iteration 3Q: 3 clusters Score -6869098 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6869833.000000 Penalty: 5322.777344
	Iteration 4Q: 3 clusters Score -6869833 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6870902.500000 Penalty: 5322.777344
	Iteration 5F: 3 clusters Score -6870902 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6872308.500000 Penalty: 5322.777344
	Iteration 6F: 3 clusters Score -6872308 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6874005.500000 Penalty: 5322.777344
	Iteration 7F: 3 clusters Score -6874006 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6875993.000000 Penalty: 5322.777344
	Iteration 8F: 3 clusters Score -6875993 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -6878128.500000 Penalty: 5322.777344
	Iteration 9F: 3 clusters Score -6878128 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6880019.500000 Penalty: 5322.777344
	Iteration 10F: 3 clusters Score -6880020 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -6881610.500000 Penalty: 5322.777344
	Iteration 11Q: 3 clusters Score -6881610 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6882817.000000 Penalty: 5322.777344
	Iteration 12Q: 3 clusters Score -6882817 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -6883621.500000 Penalty: 5322.777344
	Iteration 13Q: 3 clusters Score -6883622 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6884133.000000 Penalty: 5322.777344
	Iteration 14Q: 3 clusters Score -6884133 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -6884467.500000 Penalty: 5322.777344
	Iteration 15Q: 3 clusters Score -6884468 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6884636.500000 Penalty: 5322.777344
	Iteration 16Q: 3 clusters Score -6884636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6884760.500000 Penalty: 5322.777344
	Iteration 17Q: 3 clusters Score -6884760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6884849.000000 Penalty: 5322.777344
	Iteration 18Q: 3 clusters Score -6884849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -6884900.000000 Penalty: 5322.777344
	Iteration 19Q: 3 clusters Score -6884900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6884946.500000 Penalty: 5322.777344
	Iteration 20F: 3 clusters Score -6884946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -6884986.000000 Penalty: 5322.777344
	Iteration 21Q: 3 clusters Score -6884986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -6885008.500000 Penalty: 5322.777344
	Iteration 22Q: 3 clusters Score -6885008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -6885021.000000 Penalty: 5322.777344
	Iteration 23Q: 3 clusters Score -6885021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6885048.000000 Penalty: 5322.777344
	Iteration 24Q: 3 clusters Score -6885048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -6885059.500000 Penalty: 5322.777344
	Iteration 25Q: 3 clusters Score -6885060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6885065.000000 Penalty: 5322.777344
	Iteration 26Q: 3 clusters Score -6885065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -6885081.000000 Penalty: 5322.777344
	Iteration 27Q: 3 clusters Score -6885081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6885092.500000 Penalty: 5322.777344
	Iteration 28Q: 3 clusters Score -6885092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -6885106.500000 Penalty: 5322.777344
	Iteration 29Q: 3 clusters Score -6885106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -6885111.500000 Penalty: 5322.777344
	Iteration 30Q: 3 clusters Score -6885112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -6885120.500000 Penalty: 5322.777344
	Iteration 31Q: 3 clusters Score -6885120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -6885122.500000 Penalty: 5322.777344
	Iteration 32Q: 3 clusters Score -6885122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6885126.500000 Penalty: 5322.777344
	Iteration 33Q: 3 clusters Score -6885126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6885131.500000 Penalty: 5322.777344
	Iteration 34Q: 3 clusters Score -6885132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6885128.500000 Penalty: 5322.777344
	Iteration 35Q: 3 clusters Score -6885128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6885128.500000 Penalty: 5322.777344
	Iteration 36F: 3 clusters Score -6885128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Entering Unmasked Estep 
Score: -10132796.000000 Penalty: 2748.203613
	Iteration 0F: 2 clusters Score -1.01328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -10089365.000000 Penalty: 5496.407227
	Iteration 0F: 3 clusters Score -1.008936e+07 nChanged 30194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -10106885.000000 Penalty: 5496.407227
	Iteration 1F: 3 clusters Score -1.010688e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -10108022.000000 Penalty: 5496.407227
	Iteration 2Q: 3 clusters Score -1.010802e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -10109473.000000 Penalty: 5496.407227
	Iteration 3F: 3 clusters Score -1.010947e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -10111653.000000 Penalty: 5496.407227
	Iteration 4F: 3 clusters Score -1.011165e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -10114967.000000 Penalty: 5496.407227
	Iteration 5F: 3 clusters Score -1.011497e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -10119377.000000 Penalty: 5496.407227
	Iteration 6F: 3 clusters Score -1.011938e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -10123772.000000 Penalty: 5496.407227
	Iteration 7F: 3 clusters Score -1.012377e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10126980.000000 Penalty: 5496.407227
	Iteration 8F: 3 clusters Score -1.012698e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -10128726.000000 Penalty: 5496.407227
	Iteration 9Q: 3 clusters Score -1.012873e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10129517.000000 Penalty: 5496.407227
	Iteration 10Q: 3 clusters Score -1.012952e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10129854.000000 Penalty: 5496.407227
	Iteration 11Q: 3 clusters Score -1.012985e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10130033.000000 Penalty: 5496.407227
	Iteration 12Q: 3 clusters Score -1.013003e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10130169.000000 Penalty: 5496.407227
	Iteration 13Q: 3 clusters Score -1.013017e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10130252.000000 Penalty: 5496.407227
	Iteration 14Q: 3 clusters Score -1.013025e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10130306.000000 Penalty: 5496.407227
	Iteration 15Q: 3 clusters Score -1.013031e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10130357.000000 Penalty: 5496.407227
	Iteration 16Q: 3 clusters Score -1.013036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10130366.000000 Penalty: 5496.407227
	Iteration 17Q: 3 clusters Score -1.013037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10130384.000000 Penalty: 5496.407227
	Iteration 18Q: 3 clusters Score -1.013038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10130419.000000 Penalty: 5496.407227
	Iteration 19Q: 3 clusters Score -1.013042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10130435.000000 Penalty: 5496.407227
	Iteration 20F: 3 clusters Score -1.013044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10130458.000000 Penalty: 5496.407227
	Iteration 21Q: 3 clusters Score -1.013046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10130461.000000 Penalty: 5496.407227
	Iteration 22Q: 3 clusters Score -1.013046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10130463.000000 Penalty: 5496.407227
	Iteration 23Q: 3 clusters Score -1.013046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10130487.000000 Penalty: 5496.407227
	Iteration 24Q: 3 clusters Score -1.013049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10130495.000000 Penalty: 5496.407227
	Iteration 25Q: 3 clusters Score -1.01305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10130491.000000 Penalty: 5496.407227
	Iteration 26Q: 3 clusters Score -1.013049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10130491.000000 Penalty: 5496.407227
	Iteration 27Q: 3 clusters Score -1.013049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10130496.000000 Penalty: 5496.407227
	Iteration 28Q: 3 clusters Score -1.01305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10130493.000000 Penalty: 5496.407227
	Iteration 29Q: 3 clusters Score -1.013049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10130493.000000 Penalty: 5496.407227
	Iteration 30F: 3 clusters Score -1.013049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Entering Unmasked Estep 
Score: -15995436.000000 Penalty: 2865.139648
	Iteration 0F: 2 clusters Score -1.599544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -15928521.000000 Penalty: 5730.279297
	Iteration 0F: 3 clusters Score -1.592852e+07 nChanged 49385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -15956979.000000 Penalty: 5730.279297
	Iteration 1F: 3 clusters Score -1.595698e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -15957717.000000 Penalty: 5730.279297
	Iteration 2Q: 3 clusters Score -1.595772e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -15958703.000000 Penalty: 5730.279297
	Iteration 3Q: 3 clusters Score -1.59587e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -15959972.000000 Penalty: 5730.279297
	Iteration 4Q: 3 clusters Score -1.595997e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -15961931.000000 Penalty: 5730.279297
	Iteration 5Q: 3 clusters Score -1.596193e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -15964846.000000 Penalty: 5730.279297
	Iteration 6Q: 3 clusters Score -1.596485e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -15969120.000000 Penalty: 5730.279297
	Iteration 7F: 3 clusters Score -1.596912e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -15974853.000000 Penalty: 5730.279297
	Iteration 8F: 3 clusters Score -1.597485e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -15981011.000000 Penalty: 5730.279297
	Iteration 9F: 3 clusters Score -1.598101e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -15985621.000000 Penalty: 5730.279297
	Iteration 10F: 3 clusters Score -1.598562e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -15987741.000000 Penalty: 5730.279297
	Iteration 11Q: 3 clusters Score -1.598774e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -15988669.000000 Penalty: 5730.279297
	Iteration 12Q: 3 clusters Score -1.598867e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -15989338.000000 Penalty: 5730.279297
	Iteration 13Q: 3 clusters Score -1.598934e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -15989797.000000 Penalty: 5730.279297
	Iteration 14Q: 3 clusters Score -1.59898e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -15990195.000000 Penalty: 5730.279297
	Iteration 15Q: 3 clusters Score -1.59902e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -15990464.000000 Penalty: 5730.279297
	Iteration 16Q: 3 clusters Score -1.599046e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -15990751.000000 Penalty: 5730.279297
	Iteration 17Q: 3 clusters Score -1.599075e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -15991047.000000 Penalty: 5730.279297
	Iteration 18Q: 3 clusters Score -1.599105e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -15991391.000000 Penalty: 5730.279297
	Iteration 19Q: 3 clusters Score -1.599139e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -15991617.000000 Penalty: 5730.279297
	Iteration 20F: 3 clusters Score -1.599162e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -15991837.000000 Penalty: 5730.279297
	Iteration 21Q: 3 clusters Score -1.599184e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -15992008.000000 Penalty: 5730.279297
	Iteration 22Q: 3 clusters Score -1.599201e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -15992250.000000 Penalty: 5730.279297
	Iteration 23Q: 3 clusters Score -1.599225e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -15992517.000000 Penalty: 5730.279297
	Iteration 24Q: 3 clusters Score -1.599252e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -15992777.000000 Penalty: 5730.279297
	Iteration 25Q: 3 clusters Score -1.599278e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -15993025.000000 Penalty: 5730.279297
	Iteration 26Q: 3 clusters Score -1.599302e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -15993318.000000 Penalty: 5730.279297
	Iteration 27Q: 3 clusters Score -1.599332e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -15993489.000000 Penalty: 5730.279297
	Iteration 28Q: 3 clusters Score -1.599349e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -15993705.000000 Penalty: 5730.279297
	Iteration 29Q: 3 clusters Score -1.59937e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -15993941.000000 Penalty: 5730.279297
	Iteration 30Q: 3 clusters Score -1.599394e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -15994063.000000 Penalty: 5730.279297
	Iteration 31Q: 3 clusters Score -1.599406e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -15994157.000000 Penalty: 5730.279297
	Iteration 32Q: 3 clusters Score -1.599416e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -15994245.000000 Penalty: 5730.279297
	Iteration 33Q: 3 clusters Score -1.599424e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -15994335.000000 Penalty: 5730.279297
	Iteration 34Q: 3 clusters Score -1.599434e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -15994424.000000 Penalty: 5730.279297
	Iteration 35Q: 3 clusters Score -1.599442e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -15994439.000000 Penalty: 5730.279297
	Iteration 36Q: 3 clusters Score -1.599444e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -15994522.000000 Penalty: 5730.279297
	Iteration 37Q: 3 clusters Score -1.599452e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -15994553.000000 Penalty: 5730.279297
	Iteration 38Q: 3 clusters Score -1.599455e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -15994651.000000 Penalty: 5730.279297
	Iteration 39Q: 3 clusters Score -1.599465e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -15994741.000000 Penalty: 5730.279297
	Iteration 40F: 3 clusters Score -1.599474e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -15994766.000000 Penalty: 5730.279297
	Iteration 41Q: 3 clusters Score -1.599477e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -15994811.000000 Penalty: 5730.279297
	Iteration 42Q: 3 clusters Score -1.599481e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -15994824.000000 Penalty: 5730.279297
	Iteration 43Q: 3 clusters Score -1.599482e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -15994830.000000 Penalty: 5730.279297
	Iteration 44Q: 3 clusters Score -1.599483e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -15994833.000000 Penalty: 5730.279297
	Iteration 45Q: 3 clusters Score -1.599483e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -15994864.000000 Penalty: 5730.279297
	Iteration 46Q: 3 clusters Score -1.599486e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -15994837.000000 Penalty: 5730.279297
	Iteration 47Q: 3 clusters Score -1.599484e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -15994820.000000 Penalty: 5730.279297
	Iteration 48Q: 3 clusters Score -1.599482e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -15994840.000000 Penalty: 5730.279297
	Iteration 49Q: 3 clusters Score -1.599484e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -15994861.000000 Penalty: 5730.279297
	Iteration 50Q: 3 clusters Score -1.599486e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -15994891.000000 Penalty: 5730.279297
	Iteration 51Q: 3 clusters Score -1.599489e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -15994842.000000 Penalty: 5730.279297
	Iteration 52Q: 3 clusters Score -1.599484e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -15994841.000000 Penalty: 5730.279297
	Iteration 53Q: 3 clusters Score -1.599484e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -15994835.000000 Penalty: 5730.279297
	Iteration 54Q: 3 clusters Score -1.599484e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -15994817.000000 Penalty: 5730.279297
	Iteration 55Q: 3 clusters Score -1.599482e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -15994751.000000 Penalty: 5730.279297
	Iteration 56Q: 3 clusters Score -1.599475e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -15994768.000000 Penalty: 5730.279297
	Iteration 57Q: 3 clusters Score -1.599477e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -15994732.000000 Penalty: 5730.279297
	Iteration 58Q: 3 clusters Score -1.599473e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -15994700.000000 Penalty: 5730.279297
	Iteration 59Q: 3 clusters Score -1.59947e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -15994670.000000 Penalty: 5730.279297
	Iteration 60F: 3 clusters Score -1.599467e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -15994691.000000 Penalty: 5730.279297
	Iteration 61Q: 3 clusters Score -1.599469e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -15994713.000000 Penalty: 5730.279297
	Iteration 62Q: 3 clusters Score -1.599471e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -15994672.000000 Penalty: 5730.279297
	Iteration 63Q: 3 clusters Score -1.599467e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -15994653.000000 Penalty: 5730.279297
	Iteration 64Q: 3 clusters Score -1.599465e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -15994629.000000 Penalty: 5730.279297
	Iteration 65Q: 3 clusters Score -1.599463e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -15994581.000000 Penalty: 5730.279297
	Iteration 66Q: 3 clusters Score -1.599458e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -15994543.000000 Penalty: 5730.279297
	Iteration 67Q: 3 clusters Score -1.599454e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -15994549.000000 Penalty: 5730.279297
	Iteration 68Q: 3 clusters Score -1.599455e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -15994515.000000 Penalty: 5730.279297
	Iteration 69Q: 3 clusters Score -1.599452e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -15994495.000000 Penalty: 5730.279297
	Iteration 70Q: 3 clusters Score -1.59945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -15994507.000000 Penalty: 5730.279297
	Iteration 71Q: 3 clusters Score -1.599451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -15994509.000000 Penalty: 5730.279297
	Iteration 72Q: 3 clusters Score -1.599451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -15994495.000000 Penalty: 5730.279297
	Iteration 73Q: 3 clusters Score -1.59945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -15994491.000000 Penalty: 5730.279297
	Iteration 74Q: 3 clusters Score -1.599449e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -15994469.000000 Penalty: 5730.279297
	Iteration 75Q: 3 clusters Score -1.599447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -15994473.000000 Penalty: 5730.279297
	Iteration 76Q: 3 clusters Score -1.599447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -15994462.000000 Penalty: 5730.279297
	Iteration 77Q: 3 clusters Score -1.599446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -15994461.000000 Penalty: 5730.279297
	Iteration 78Q: 3 clusters Score -1.599446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -15994451.000000 Penalty: 5730.279297
	Iteration 79Q: 3 clusters Score -1.599445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -15994434.000000 Penalty: 5730.279297
	Iteration 80F: 3 clusters Score -1.599443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -15994424.000000 Penalty: 5730.279297
	Iteration 81Q: 3 clusters Score -1.599442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -15994467.000000 Penalty: 5730.279297
	Iteration 82Q: 3 clusters Score -1.599447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -15994451.000000 Penalty: 5730.279297
	Iteration 83Q: 3 clusters Score -1.599445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -15994468.000000 Penalty: 5730.279297
	Iteration 84Q: 3 clusters Score -1.599447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -15994474.000000 Penalty: 5730.279297
	Iteration 85Q: 3 clusters Score -1.599447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -15994438.000000 Penalty: 5730.279297
	Iteration 86Q: 3 clusters Score -1.599444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -15994417.000000 Penalty: 5730.279297
	Iteration 87Q: 3 clusters Score -1.599442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -15994398.000000 Penalty: 5730.279297
	Iteration 88Q: 3 clusters Score -1.59944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -15994400.000000 Penalty: 5730.279297
	Iteration 89Q: 3 clusters Score -1.59944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -15994391.000000 Penalty: 5730.279297
	Iteration 90Q: 3 clusters Score -1.599439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15994392.000000 Penalty: 5730.279297
	Iteration 91Q: 3 clusters Score -1.599439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -15994386.000000 Penalty: 5730.279297
	Iteration 92Q: 3 clusters Score -1.599439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -15994379.000000 Penalty: 5730.279297
	Iteration 93Q: 3 clusters Score -1.599438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -15994357.000000 Penalty: 5730.279297
	Iteration 94Q: 3 clusters Score -1.599436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -15994334.000000 Penalty: 5730.279297
	Iteration 95Q: 3 clusters Score -1.599433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -15994307.000000 Penalty: 5730.279297
	Iteration 96Q: 3 clusters Score -1.599431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -15994301.000000 Penalty: 5730.279297
	Iteration 97Q: 3 clusters Score -1.59943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -15994291.000000 Penalty: 5730.279297
	Iteration 98Q: 3 clusters Score -1.599429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -15994263.000000 Penalty: 5730.279297
	Iteration 99Q: 3 clusters Score -1.599426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -15994264.000000 Penalty: 5730.279297
	Iteration 100F: 3 clusters Score -1.599426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -15994258.000000 Penalty: 5730.279297
	Iteration 101Q: 3 clusters Score -1.599426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -15994261.000000 Penalty: 5730.279297
	Iteration 102Q: 3 clusters Score -1.599426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -15994274.000000 Penalty: 5730.279297
	Iteration 103Q: 3 clusters Score -1.599427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -15994278.000000 Penalty: 5730.279297
	Iteration 104Q: 3 clusters Score -1.599428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -15994216.000000 Penalty: 5730.279297
	Iteration 105Q: 3 clusters Score -1.599422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -15994216.000000 Penalty: 5730.279297
	Iteration 106Q: 3 clusters Score -1.599422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -15994207.000000 Penalty: 5730.279297
	Iteration 107Q: 3 clusters Score -1.599421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -15994208.000000 Penalty: 5730.279297
	Iteration 108Q: 3 clusters Score -1.599421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -15994216.000000 Penalty: 5730.279297
	Iteration 109Q: 3 clusters Score -1.599422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -15994210.000000 Penalty: 5730.279297
	Iteration 110Q: 3 clusters Score -1.599421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -15994193.000000 Penalty: 5730.279297
	Iteration 111Q: 3 clusters Score -1.599419e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -15994181.000000 Penalty: 5730.279297
	Iteration 112Q: 3 clusters Score -1.599418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -15994170.000000 Penalty: 5730.279297
	Iteration 113Q: 3 clusters Score -1.599417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15994174.000000 Penalty: 5730.279297
	Iteration 114Q: 3 clusters Score -1.599417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -15994167.000000 Penalty: 5730.279297
	Iteration 115Q: 3 clusters Score -1.599417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -15994169.000000 Penalty: 5730.279297
	Iteration 116Q: 3 clusters Score -1.599417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -15994144.000000 Penalty: 5730.279297
	Iteration 117Q: 3 clusters Score -1.599414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -15994165.000000 Penalty: 5730.279297
	Iteration 118Q: 3 clusters Score -1.599416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -15994155.000000 Penalty: 5730.279297
	Iteration 119Q: 3 clusters Score -1.599416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -15994140.000000 Penalty: 5730.279297
	Iteration 120F: 3 clusters Score -1.599414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -15994133.000000 Penalty: 5730.279297
	Iteration 121Q: 3 clusters Score -1.599413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -15994128.000000 Penalty: 5730.279297
	Iteration 122Q: 3 clusters Score -1.599413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -15994116.000000 Penalty: 5730.279297
	Iteration 123Q: 3 clusters Score -1.599412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -15994108.000000 Penalty: 5730.279297
	Iteration 124Q: 3 clusters Score -1.599411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -15994108.000000 Penalty: 5730.279297
	Iteration 125Q: 3 clusters Score -1.599411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -15994101.000000 Penalty: 5730.279297
	Iteration 126Q: 3 clusters Score -1.59941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -15994092.000000 Penalty: 5730.279297
	Iteration 127Q: 3 clusters Score -1.599409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -15994099.000000 Penalty: 5730.279297
	Iteration 128Q: 3 clusters Score -1.59941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -15994087.000000 Penalty: 5730.279297
	Iteration 129Q: 3 clusters Score -1.599409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15994088.000000 Penalty: 5730.279297
	Iteration 130Q: 3 clusters Score -1.599409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -15994092.000000 Penalty: 5730.279297
	Iteration 131Q: 3 clusters Score -1.599409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -15994086.000000 Penalty: 5730.279297
	Iteration 132Q: 3 clusters Score -1.599409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -15994077.000000 Penalty: 5730.279297
	Iteration 133Q: 3 clusters Score -1.599408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15994063.000000 Penalty: 5730.279297
	Iteration 134Q: 3 clusters Score -1.599406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15994077.000000 Penalty: 5730.279297
	Iteration 135Q: 3 clusters Score -1.599408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -15994081.000000 Penalty: 5730.279297
	Iteration 136Q: 3 clusters Score -1.599408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -15994073.000000 Penalty: 5730.279297
	Iteration 137Q: 3 clusters Score -1.599407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -15994071.000000 Penalty: 5730.279297
	Iteration 138Q: 3 clusters Score -1.599407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -15994079.000000 Penalty: 5730.279297
	Iteration 139Q: 3 clusters Score -1.599408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -15994063.000000 Penalty: 5730.279297
	Iteration 140F: 3 clusters Score -1.599406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -15994070.000000 Penalty: 5730.279297
	Iteration 141Q: 3 clusters Score -1.599407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -15994043.000000 Penalty: 5730.279297
	Iteration 142Q: 3 clusters Score -1.599404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15994040.000000 Penalty: 5730.279297
	Iteration 143Q: 3 clusters Score -1.599404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -15994038.000000 Penalty: 5730.279297
	Iteration 144Q: 3 clusters Score -1.599404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -15994030.000000 Penalty: 5730.279297
	Iteration 145Q: 3 clusters Score -1.599403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -15994020.000000 Penalty: 5730.279297
	Iteration 146Q: 3 clusters Score -1.599402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -15994009.000000 Penalty: 5730.279297
	Iteration 147Q: 3 clusters Score -1.599401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -15994022.000000 Penalty: 5730.279297
	Iteration 148Q: 3 clusters Score -1.599402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -15994020.000000 Penalty: 5730.279297
	Iteration 149Q: 3 clusters Score -1.599402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -15994007.000000 Penalty: 5730.279297
	Iteration 150Q: 3 clusters Score -1.599401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -15993998.000000 Penalty: 5730.279297
	Iteration 151Q: 3 clusters Score -1.5994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -15993995.000000 Penalty: 5730.279297
	Iteration 152Q: 3 clusters Score -1.5994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -15994001.000000 Penalty: 5730.279297
	Iteration 153Q: 3 clusters Score -1.5994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -15994001.000000 Penalty: 5730.279297
	Iteration 154Q: 3 clusters Score -1.5994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -15993982.000000 Penalty: 5730.279297
	Iteration 155Q: 3 clusters Score -1.599398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -15994005.000000 Penalty: 5730.279297
	Iteration 156Q: 3 clusters Score -1.5994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -15994006.000000 Penalty: 5730.279297
	Iteration 157Q: 3 clusters Score -1.599401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -15994001.000000 Penalty: 5730.279297
	Iteration 158Q: 3 clusters Score -1.5994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -15993980.000000 Penalty: 5730.279297
	Iteration 159Q: 3 clusters Score -1.599398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -15993974.000000 Penalty: 5730.279297
	Iteration 160F: 3 clusters Score -1.599397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -15993970.000000 Penalty: 5730.279297
	Iteration 161Q: 3 clusters Score -1.599397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -15993978.000000 Penalty: 5730.279297
	Iteration 162Q: 3 clusters Score -1.599398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -15993962.000000 Penalty: 5730.279297
	Iteration 163Q: 3 clusters Score -1.599396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -15993950.000000 Penalty: 5730.279297
	Iteration 164Q: 3 clusters Score -1.599395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -15993941.000000 Penalty: 5730.279297
	Iteration 165Q: 3 clusters Score -1.599394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -15993935.000000 Penalty: 5730.279297
	Iteration 166Q: 3 clusters Score -1.599394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15993918.000000 Penalty: 5730.279297
	Iteration 167Q: 3 clusters Score -1.599392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -15993914.000000 Penalty: 5730.279297
	Iteration 168Q: 3 clusters Score -1.599391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -15993913.000000 Penalty: 5730.279297
	Iteration 169Q: 3 clusters Score -1.599391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -15993916.000000 Penalty: 5730.279297
	Iteration 170Q: 3 clusters Score -1.599392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -15993925.000000 Penalty: 5730.279297
	Iteration 171Q: 3 clusters Score -1.599392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -15993911.000000 Penalty: 5730.279297
	Iteration 172Q: 3 clusters Score -1.599391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -15993908.000000 Penalty: 5730.279297
	Iteration 173Q: 3 clusters Score -1.599391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -15993908.000000 Penalty: 5730.279297
	Iteration 174Q: 3 clusters Score -1.599391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -15993931.000000 Penalty: 5730.279297
	Iteration 175Q: 3 clusters Score -1.599393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -15993925.000000 Penalty: 5730.279297
	Iteration 176Q: 3 clusters Score -1.599392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -15993918.000000 Penalty: 5730.279297
	Iteration 177Q: 3 clusters Score -1.599392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -15993910.000000 Penalty: 5730.279297
	Iteration 178Q: 3 clusters Score -1.599391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15993892.000000 Penalty: 5730.279297
	Iteration 179Q: 3 clusters Score -1.599389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -15993894.000000 Penalty: 5730.279297
	Iteration 180F: 3 clusters Score -1.599389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -15993890.000000 Penalty: 5730.279297
	Iteration 181Q: 3 clusters Score -1.599389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -15993892.000000 Penalty: 5730.279297
	Iteration 182Q: 3 clusters Score -1.599389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15993896.000000 Penalty: 5730.279297
	Iteration 183Q: 3 clusters Score -1.59939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -15993902.000000 Penalty: 5730.279297
	Iteration 184Q: 3 clusters Score -1.59939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15993895.000000 Penalty: 5730.279297
	Iteration 185Q: 3 clusters Score -1.59939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15993907.000000 Penalty: 5730.279297
	Iteration 186Q: 3 clusters Score -1.599391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -15993901.000000 Penalty: 5730.279297
	Iteration 187Q: 3 clusters Score -1.59939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -15993898.000000 Penalty: 5730.279297
	Iteration 188Q: 3 clusters Score -1.59939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -15993898.000000 Penalty: 5730.279297
	Iteration 189Q: 3 clusters Score -1.59939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15993895.000000 Penalty: 5730.279297
	Iteration 190Q: 3 clusters Score -1.59939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -15993892.000000 Penalty: 5730.279297
	Iteration 191Q: 3 clusters Score -1.599389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -15993889.000000 Penalty: 5730.279297
	Iteration 192Q: 3 clusters Score -1.599389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -15993887.000000 Penalty: 5730.279297
	Iteration 193Q: 3 clusters Score -1.599389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -15993878.000000 Penalty: 5730.279297
	Iteration 194Q: 3 clusters Score -1.599388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15993862.000000 Penalty: 5730.279297
	Iteration 195Q: 3 clusters Score -1.599386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15993858.000000 Penalty: 5730.279297
	Iteration 196Q: 3 clusters Score -1.599386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -15993848.000000 Penalty: 5730.279297
	Iteration 197Q: 3 clusters Score -1.599385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -15993848.000000 Penalty: 5730.279297
	Iteration 198Q: 3 clusters Score -1.599385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -15993839.000000 Penalty: 5730.279297
	Iteration 199Q: 3 clusters Score -1.599384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15993836.000000 Penalty: 5730.279297
	Iteration 200F: 3 clusters Score -1.599384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -15993827.000000 Penalty: 5730.279297
	Iteration 201Q: 3 clusters Score -1.599383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -15993822.000000 Penalty: 5730.279297
	Iteration 202Q: 3 clusters Score -1.599382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -15993817.000000 Penalty: 5730.279297
	Iteration 203Q: 3 clusters Score -1.599382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -15993826.000000 Penalty: 5730.279297
	Iteration 204Q: 3 clusters Score -1.599383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -15993815.000000 Penalty: 5730.279297
	Iteration 205Q: 3 clusters Score -1.599382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -15993797.000000 Penalty: 5730.279297
	Iteration 206Q: 3 clusters Score -1.59938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15993792.000000 Penalty: 5730.279297
	Iteration 207Q: 3 clusters Score -1.599379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15993797.000000 Penalty: 5730.279297
	Iteration 208Q: 3 clusters Score -1.59938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15993772.000000 Penalty: 5730.279297
	Iteration 209Q: 3 clusters Score -1.599377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15993767.000000 Penalty: 5730.279297
	Iteration 210Q: 3 clusters Score -1.599377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -15993784.000000 Penalty: 5730.279297
	Iteration 211Q: 3 clusters Score -1.599378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15993781.000000 Penalty: 5730.279297
	Iteration 212Q: 3 clusters Score -1.599378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15993789.000000 Penalty: 5730.279297
	Iteration 213Q: 3 clusters Score -1.599379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15993777.000000 Penalty: 5730.279297
	Iteration 214Q: 3 clusters Score -1.599378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15993775.000000 Penalty: 5730.279297
	Iteration 215Q: 3 clusters Score -1.599378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -15993769.000000 Penalty: 5730.279297
	Iteration 216Q: 3 clusters Score -1.599377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -15993761.000000 Penalty: 5730.279297
	Iteration 217Q: 3 clusters Score -1.599376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -15993764.000000 Penalty: 5730.279297
	Iteration 218Q: 3 clusters Score -1.599376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -15993773.000000 Penalty: 5730.279297
	Iteration 219Q: 3 clusters Score -1.599377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -15993768.000000 Penalty: 5730.279297
	Iteration 220F: 3 clusters Score -1.599377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15993774.000000 Penalty: 5730.279297
	Iteration 221Q: 3 clusters Score -1.599377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -15993769.000000 Penalty: 5730.279297
	Iteration 222Q: 3 clusters Score -1.599377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15993769.000000 Penalty: 5730.279297
	Iteration 223Q: 3 clusters Score -1.599377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15993768.000000 Penalty: 5730.279297
	Iteration 224Q: 3 clusters Score -1.599377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -15993767.000000 Penalty: 5730.279297
	Iteration 225Q: 3 clusters Score -1.599377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15993761.000000 Penalty: 5730.279297
	Iteration 226Q: 3 clusters Score -1.599376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15993750.000000 Penalty: 5730.279297
	Iteration 227Q: 3 clusters Score -1.599375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -15993757.000000 Penalty: 5730.279297
	Iteration 228Q: 3 clusters Score -1.599376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15993763.000000 Penalty: 5730.279297
	Iteration 229Q: 3 clusters Score -1.599376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -15993758.000000 Penalty: 5730.279297
	Iteration 230Q: 3 clusters Score -1.599376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -15993754.000000 Penalty: 5730.279297
	Iteration 231Q: 3 clusters Score -1.599375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -15993763.000000 Penalty: 5730.279297
	Iteration 232Q: 3 clusters Score -1.599376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -15993762.000000 Penalty: 5730.279297
	Iteration 233Q: 3 clusters Score -1.599376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15993751.000000 Penalty: 5730.279297
	Iteration 234Q: 3 clusters Score -1.599375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -15993750.000000 Penalty: 5730.279297
	Iteration 235Q: 3 clusters Score -1.599375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15993751.000000 Penalty: 5730.279297
	Iteration 236Q: 3 clusters Score -1.599375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -15993749.000000 Penalty: 5730.279297
	Iteration 237Q: 3 clusters Score -1.599375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15993733.000000 Penalty: 5730.279297
	Iteration 238Q: 3 clusters Score -1.599373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -15993742.000000 Penalty: 5730.279297
	Iteration 239Q: 3 clusters Score -1.599374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -15993749.000000 Penalty: 5730.279297
	Iteration 240F: 3 clusters Score -1.599375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -15993739.000000 Penalty: 5730.279297
	Iteration 241Q: 3 clusters Score -1.599374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15993735.000000 Penalty: 5730.279297
	Iteration 242Q: 3 clusters Score -1.599374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -15993734.000000 Penalty: 5730.279297
	Iteration 243Q: 3 clusters Score -1.599373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -15993750.000000 Penalty: 5730.279297
	Iteration 244Q: 3 clusters Score -1.599375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -15993738.000000 Penalty: 5730.279297
	Iteration 245Q: 3 clusters Score -1.599374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -15993731.000000 Penalty: 5730.279297
	Iteration 246Q: 3 clusters Score -1.599373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -15993715.000000 Penalty: 5730.279297
	Iteration 247Q: 3 clusters Score -1.599372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15993714.000000 Penalty: 5730.279297
	Iteration 248Q: 3 clusters Score -1.599371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15993692.000000 Penalty: 5730.279297
	Iteration 249Q: 3 clusters Score -1.599369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -15993704.000000 Penalty: 5730.279297
	Iteration 250Q: 3 clusters Score -1.59937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15993684.000000 Penalty: 5730.279297
	Iteration 251Q: 3 clusters Score -1.599368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -15993672.000000 Penalty: 5730.279297
	Iteration 252Q: 3 clusters Score -1.599367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -15993662.000000 Penalty: 5730.279297
	Iteration 253Q: 3 clusters Score -1.599366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15993661.000000 Penalty: 5730.279297
	Iteration 254Q: 3 clusters Score -1.599366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15993666.000000 Penalty: 5730.279297
	Iteration 255Q: 3 clusters Score -1.599367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -15993656.000000 Penalty: 5730.279297
	Iteration 256Q: 3 clusters Score -1.599366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -15993656.000000 Penalty: 5730.279297
	Iteration 257Q: 3 clusters Score -1.599366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -15993657.000000 Penalty: 5730.279297
	Iteration 258Q: 3 clusters Score -1.599366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15993656.000000 Penalty: 5730.279297
	Iteration 259Q: 3 clusters Score -1.599366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -15993656.000000 Penalty: 5730.279297
	Iteration 260F: 3 clusters Score -1.599366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -15993647.000000 Penalty: 5730.279297
	Iteration 261Q: 3 clusters Score -1.599365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -15993652.000000 Penalty: 5730.279297
	Iteration 262Q: 3 clusters Score -1.599365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15993634.000000 Penalty: 5730.279297
	Iteration 263Q: 3 clusters Score -1.599363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15993637.000000 Penalty: 5730.279297
	Iteration 264Q: 3 clusters Score -1.599364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -15993639.000000 Penalty: 5730.279297
	Iteration 265Q: 3 clusters Score -1.599364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15993623.000000 Penalty: 5730.279297
	Iteration 266Q: 3 clusters Score -1.599362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -15993620.000000 Penalty: 5730.279297
	Iteration 267Q: 3 clusters Score -1.599362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -15993616.000000 Penalty: 5730.279297
	Iteration 268Q: 3 clusters Score -1.599362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -15993608.000000 Penalty: 5730.279297
	Iteration 269Q: 3 clusters Score -1.599361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -15993602.000000 Penalty: 5730.279297
	Iteration 270Q: 3 clusters Score -1.59936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15993606.000000 Penalty: 5730.279297
	Iteration 271Q: 3 clusters Score -1.599361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15993601.000000 Penalty: 5730.279297
	Iteration 272Q: 3 clusters Score -1.59936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -15993602.000000 Penalty: 5730.279297
	Iteration 273Q: 3 clusters Score -1.59936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -15993594.000000 Penalty: 5730.279297
	Iteration 274Q: 3 clusters Score -1.599359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15993601.000000 Penalty: 5730.279297
	Iteration 275Q: 3 clusters Score -1.59936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101952 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -15993596.000000 Penalty: 5730.279297
	Iteration 276Q: 3 clusters Score -1.59936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15993604.000000 Penalty: 5730.279297
	Iteration 277Q: 3 clusters Score -1.59936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -15993602.000000 Penalty: 5730.279297
	Iteration 278Q: 3 clusters Score -1.59936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15993596.000000 Penalty: 5730.279297
	Iteration 279Q: 3 clusters Score -1.59936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15993586.000000 Penalty: 5730.279297
	Iteration 280F: 3 clusters Score -1.599359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15993582.000000 Penalty: 5730.279297
	Iteration 281Q: 3 clusters Score -1.599358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -15993570.000000 Penalty: 5730.279297
	Iteration 282Q: 3 clusters Score -1.599357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -15993576.000000 Penalty: 5730.279297
	Iteration 283Q: 3 clusters Score -1.599358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15993569.000000 Penalty: 5730.279297
	Iteration 284Q: 3 clusters Score -1.599357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -15993552.000000 Penalty: 5730.279297
	Iteration 285Q: 3 clusters Score -1.599355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -15993565.000000 Penalty: 5730.279297
	Iteration 286Q: 3 clusters Score -1.599356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15993557.000000 Penalty: 5730.279297
	Iteration 287Q: 3 clusters Score -1.599356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15993553.000000 Penalty: 5730.279297
	Iteration 288Q: 3 clusters Score -1.599355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15993576.000000 Penalty: 5730.279297
	Iteration 289Q: 3 clusters Score -1.599358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15993583.000000 Penalty: 5730.279297
	Iteration 290Q: 3 clusters Score -1.599358e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15993569.000000 Penalty: 5730.279297
	Iteration 291Q: 3 clusters Score -1.599357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -15993586.000000 Penalty: 5730.279297
	Iteration 292Q: 3 clusters Score -1.599359e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15993568.000000 Penalty: 5730.279297
	Iteration 293Q: 3 clusters Score -1.599357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15993563.000000 Penalty: 5730.279297
	Iteration 294Q: 3 clusters Score -1.599356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15993554.000000 Penalty: 5730.279297
	Iteration 295Q: 3 clusters Score -1.599355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15993544.000000 Penalty: 5730.279297
	Iteration 296Q: 3 clusters Score -1.599354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15993547.000000 Penalty: 5730.279297
	Iteration 297Q: 3 clusters Score -1.599355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15993554.000000 Penalty: 5730.279297
	Iteration 298Q: 3 clusters Score -1.599355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15993542.000000 Penalty: 5730.279297
	Iteration 299Q: 3 clusters Score -1.599354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15993547.000000 Penalty: 5730.279297
	Iteration 300F: 3 clusters Score -1.599355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15993542.000000 Penalty: 5730.279297
	Iteration 301Q: 3 clusters Score -1.599354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -15993541.000000 Penalty: 5730.279297
	Iteration 302Q: 3 clusters Score -1.599354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15993521.000000 Penalty: 5730.279297
	Iteration 303Q: 3 clusters Score -1.599352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15993523.000000 Penalty: 5730.279297
	Iteration 304Q: 3 clusters Score -1.599352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15993525.000000 Penalty: 5730.279297
	Iteration 305Q: 3 clusters Score -1.599352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15993510.000000 Penalty: 5730.279297
	Iteration 306Q: 3 clusters Score -1.599351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15993514.000000 Penalty: 5730.279297
	Iteration 307Q: 3 clusters Score -1.599351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15993507.000000 Penalty: 5730.279297
	Iteration 308Q: 3 clusters Score -1.599351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15993524.000000 Penalty: 5730.279297
	Iteration 309Q: 3 clusters Score -1.599352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15993509.000000 Penalty: 5730.279297
	Iteration 310Q: 3 clusters Score -1.599351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15993507.000000 Penalty: 5730.279297
	Iteration 311Q: 3 clusters Score -1.599351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15993510.000000 Penalty: 5730.279297
	Iteration 312Q: 3 clusters Score -1.599351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15993509.000000 Penalty: 5730.279297
	Iteration 313Q: 3 clusters Score -1.599351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15993502.000000 Penalty: 5730.279297
	Iteration 314Q: 3 clusters Score -1.59935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15993497.000000 Penalty: 5730.279297
	Iteration 315Q: 3 clusters Score -1.59935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15993504.000000 Penalty: 5730.279297
	Iteration 316Q: 3 clusters Score -1.59935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15993492.000000 Penalty: 5730.279297
	Iteration 317Q: 3 clusters Score -1.599349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15993502.000000 Penalty: 5730.279297
	Iteration 318Q: 3 clusters Score -1.59935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15993505.000000 Penalty: 5730.279297
	Iteration 319Q: 3 clusters Score -1.59935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15993493.000000 Penalty: 5730.279297
	Iteration 320F: 3 clusters Score -1.599349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15993506.000000 Penalty: 5730.279297
	Iteration 321Q: 3 clusters Score -1.599351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15993497.000000 Penalty: 5730.279297
	Iteration 322Q: 3 clusters Score -1.59935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15993477.000000 Penalty: 5730.279297
	Iteration 323Q: 3 clusters Score -1.599348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15993498.000000 Penalty: 5730.279297
	Iteration 324Q: 3 clusters Score -1.59935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15993485.000000 Penalty: 5730.279297
	Iteration 325Q: 3 clusters Score -1.599348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15993487.000000 Penalty: 5730.279297
	Iteration 326Q: 3 clusters Score -1.599349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15993475.000000 Penalty: 5730.279297
	Iteration 327Q: 3 clusters Score -1.599348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15993483.000000 Penalty: 5730.279297
	Iteration 328Q: 3 clusters Score -1.599348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15993488.000000 Penalty: 5730.279297
	Iteration 329Q: 3 clusters Score -1.599349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15993516.000000 Penalty: 5730.279297
	Iteration 330Q: 3 clusters Score -1.599352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15993519.000000 Penalty: 5730.279297
	Iteration 331Q: 3 clusters Score -1.599352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15993518.000000 Penalty: 5730.279297
	Iteration 332Q: 3 clusters Score -1.599352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15993517.000000 Penalty: 5730.279297
	Iteration 333Q: 3 clusters Score -1.599352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15993511.000000 Penalty: 5730.279297
	Iteration 334Q: 3 clusters Score -1.599351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15993506.000000 Penalty: 5730.279297
	Iteration 335Q: 3 clusters Score -1.599351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15993504.000000 Penalty: 5730.279297
	Iteration 336Q: 3 clusters Score -1.59935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15993502.000000 Penalty: 5730.279297
	Iteration 337Q: 3 clusters Score -1.59935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15993520.000000 Penalty: 5730.279297
	Iteration 338Q: 3 clusters Score -1.599352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15993512.000000 Penalty: 5730.279297
	Iteration 339Q: 3 clusters Score -1.599351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15993517.000000 Penalty: 5730.279297
	Iteration 340F: 3 clusters Score -1.599352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15993513.000000 Penalty: 5730.279297
	Iteration 341Q: 3 clusters Score -1.599351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15993513.000000 Penalty: 5730.279297
	Iteration 342F: 3 clusters Score -1.599351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 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 507 members 
Entering Unmasked Estep 
Score: -128520.289062 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128520.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129114.656250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -129114.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129503.992188 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -129789.828125 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129789.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -130040.593750 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130040.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130212.570312 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130212.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130344.906250 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130344.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130393.859375 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130424.914062 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130447.796875 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130458.960938 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130461.429688 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130461.625000 Penalty: 3402.368896
	Iteration 12F: 3 clusters Score -130461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130466.476562 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -130466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130469.015625 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -130469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130480.437500 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -130480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130501.804688 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -130501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130512.070312 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -130512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130527.851562 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -130527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130542.656250 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -130542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130556.718750 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -130556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130579.007812 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -130579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130601.375000 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -130601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130608.890625 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -130608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130612.335938 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -130612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130614.804688 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -130614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130614.804688 Penalty: 3402.368896
	Iteration 26F: 3 clusters Score -130614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 59040 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60245 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104563 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 100476 members 
Mstep: Class 18 contains 100233 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 46808 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58407 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 64956 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 650 members 
Entering Unmasked Estep 
Score: -137790592.000000 Penalty: 98730.570312
Splitting cluster 28 changes total score from -137792096.000000 to -137790592.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 59040 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 60245 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104563 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 100476 members 
Mstep: Class 18 contains 100233 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 46808 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58407 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 64956 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792336.000000 Penalty: 95326.062500
Iteration 199Q: 29 clusters Score -1.377923e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 40139 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32674 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 58782 members 
Mstep: Class 7 contains 20621 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 60230 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104561 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 100674 members 
Mstep: Class 18 contains 100173 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 46812 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58678 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45768 members 
Mstep: Class 26 contains 64937 members 
Mstep: Class 27 contains 104080 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792576.000000 Penalty: 95326.062500
Iteration 200F: 29 clusters Score -1.377926e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 40118 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32620 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 58528 members 
Mstep: Class 7 contains 20611 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 11 contains 60200 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104562 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 17 contains 100902 members 
Mstep: Class 18 contains 100102 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 46811 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 58953 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45763 members 
Mstep: Class 26 contains 64905 members 
Mstep: Class 27 contains 104077 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793120.000000 Penalty: 95326.062500
Iteration 201Q: 29 clusters Score -1.377931e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 40092 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32579 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 58256 members 
Mstep: Class 7 contains 20601 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 11 contains 60150 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104534 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 101172 members 
Mstep: Class 18 contains 100043 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 46812 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 59250 members 
Mstep: Class 23 contains 13204 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45764 members 
Mstep: Class 26 contains 64870 members 
Mstep: Class 27 contains 104051 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793456.000000 Penalty: 95326.062500
Iteration 202Q: 29 clusters Score -1.377935e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 40075 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32528 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 58009 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 60114 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104537 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 101367 members 
Mstep: Class 18 contains 99980 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 46816 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 59531 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45763 members 
Mstep: Class 26 contains 64809 members 
Mstep: Class 27 contains 104056 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794128.000000 Penalty: 95326.062500
Iteration 203Q: 29 clusters Score -1.377941e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 40041 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32491 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 57771 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104529 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 101597 members 
Mstep: Class 18 contains 99899 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 46815 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 59819 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45759 members 
Mstep: Class 26 contains 64783 members 
Mstep: Class 27 contains 104016 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794416.000000 Penalty: 95326.062500
Iteration 204Q: 29 clusters Score -1.377944e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 40004 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32456 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 57524 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 60019 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104550 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 101785 members 
Mstep: Class 18 contains 99848 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 46821 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 60094 members 
Mstep: Class 23 contains 13205 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45760 members 
Mstep: Class 26 contains 64754 members 
Mstep: Class 27 contains 104006 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794448.000000 Penalty: 95326.062500
Iteration 205Q: 29 clusters Score -1.377944e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 39981 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32441 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 57248 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 59974 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104532 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 101998 members 
Mstep: Class 18 contains 99803 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 46830 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 60336 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45761 members 
Mstep: Class 26 contains 64736 members 
Mstep: Class 27 contains 104004 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794784.000000 Penalty: 95326.062500
Iteration 206Q: 29 clusters Score -1.377948e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 39953 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32415 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 56969 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104537 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 102224 members 
Mstep: Class 18 contains 99751 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 46843 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 60569 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45762 members 
Mstep: Class 26 contains 64710 members 
Mstep: Class 27 contains 103991 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794688.000000 Penalty: 95326.062500
Iteration 207Q: 29 clusters Score -1.377947e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 39937 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32379 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 56704 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 59917 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104536 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 102480 members 
Mstep: Class 18 contains 99670 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 46859 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 60787 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 64707 members 
Mstep: Class 27 contains 103962 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794832.000000 Penalty: 95326.062500
Iteration 208Q: 29 clusters Score -1.377948e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 39923 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 56466 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7459 members 
Mstep: Class 11 contains 59892 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104588 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 102719 members 
Mstep: Class 18 contains 99587 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 46864 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 60977 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45754 members 
Mstep: Class 26 contains 64694 members 
Mstep: Class 27 contains 103900 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794800.000000 Penalty: 95326.062500
Iteration 209Q: 29 clusters Score -1.377948e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 39920 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32285 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 56231 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 59868 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104639 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 102953 members 
Mstep: Class 18 contains 99500 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 46868 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61188 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45750 members 
Mstep: Class 26 contains 64699 members 
Mstep: Class 27 contains 103811 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795104.000000 Penalty: 95326.062500
Iteration 210Q: 29 clusters Score -1.377951e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 39908 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32240 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 55982 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 59860 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104753 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 103140 members 
Mstep: Class 18 contains 99419 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 46870 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61348 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 64680 members 
Mstep: Class 27 contains 103753 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795040.000000 Penalty: 95326.062500
Iteration 211Q: 29 clusters Score -1.37795e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 39891 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 55735 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 59828 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104822 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4569 members 
Mstep: Class 17 contains 103371 members 
Mstep: Class 18 contains 99333 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 46878 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61517 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45751 members 
Mstep: Class 26 contains 64629 members 
Mstep: Class 27 contains 103729 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795136.000000 Penalty: 95326.062500
Iteration 212Q: 29 clusters Score -1.377951e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 39877 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32184 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 55467 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 59826 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104880 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4580 members 
Mstep: Class 17 contains 103626 members 
Mstep: Class 18 contains 99256 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 46880 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61692 members 
Mstep: Class 23 contains 13207 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 64562 members 
Mstep: Class 27 contains 103693 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795296.000000 Penalty: 95326.062500
Iteration 213Q: 29 clusters Score -1.377953e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 39882 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32151 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 55242 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 7002 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 59822 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104873 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 103866 members 
Mstep: Class 18 contains 99211 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 46883 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61853 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45757 members 
Mstep: Class 26 contains 64522 members 
Mstep: Class 27 contains 103664 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795664.000000 Penalty: 95326.062500
Iteration 214Q: 29 clusters Score -1.377957e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 39878 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32117 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 55010 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 59824 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104861 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 4612 members 
Mstep: Class 17 contains 104143 members 
Mstep: Class 18 contains 99139 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 61979 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45755 members 
Mstep: Class 26 contains 64483 members 
Mstep: Class 27 contains 103657 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795696.000000 Penalty: 95326.062500
Iteration 215Q: 29 clusters Score -1.377957e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 39867 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32060 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 54817 members 
Mstep: Class 7 contains 20476 members 
Mstep: Class 8 contains 7007 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 59797 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104829 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 104440 members 
Mstep: Class 18 contains 99124 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 46898 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62091 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45770 members 
Mstep: Class 26 contains 64433 members 
Mstep: Class 27 contains 103643 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795760.000000 Penalty: 95326.062500
Iteration 216Q: 29 clusters Score -1.377958e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 39845 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 32013 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 54542 members 
Mstep: Class 7 contains 20470 members 
Mstep: Class 8 contains 7008 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 59778 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104741 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 104887 members 
Mstep: Class 18 contains 99102 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 46915 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62208 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45780 members 
Mstep: Class 26 contains 64360 members 
Mstep: Class 27 contains 103622 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796096.000000 Penalty: 95326.062500
Iteration 217Q: 29 clusters Score -1.377961e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 39821 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31962 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 54273 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 59763 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104562 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 105437 members 
Mstep: Class 18 contains 99124 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 46927 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62313 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45796 members 
Mstep: Class 26 contains 64277 members 
Mstep: Class 27 contains 103555 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796144.000000 Penalty: 95326.062500
Iteration 218Q: 29 clusters Score -1.377961e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 39801 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31884 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 54014 members 
Mstep: Class 7 contains 20475 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 59747 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104267 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 4632 members 
Mstep: Class 17 contains 106042 members 
Mstep: Class 18 contains 99218 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 46924 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62394 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45813 members 
Mstep: Class 26 contains 64191 members 
Mstep: Class 27 contains 103521 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796240.000000 Penalty: 95326.062500
Iteration 219Q: 29 clusters Score -1.377962e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 39786 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31812 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 53799 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 59739 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 103956 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 106579 members 
Mstep: Class 18 contains 99296 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 46927 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62482 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 45850 members 
Mstep: Class 26 contains 64087 members 
Mstep: Class 27 contains 103516 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3391.435303 but Gain 3404.500000
Score: -137796672.000000 Penalty: 91921.562500
Iteration 220F: 28 clusters Score -1.377967e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 39759 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31758 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 53591 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 59757 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104331 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 107137 members 
Mstep: Class 18 contains 99389 members 
Mstep: Class 20 contains 46930 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62600 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47220 members 
Mstep: Class 26 contains 63967 members 
Mstep: Class 27 contains 103907 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799008.000000 Penalty: 91921.562500
Iteration 221Q: 28 clusters Score -1.37799e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 39753 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31691 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 53453 members 
Mstep: Class 7 contains 20466 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7342 members 
Mstep: Class 11 contains 59791 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 103752 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 107630 members 
Mstep: Class 18 contains 99555 members 
Mstep: Class 20 contains 46929 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62771 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47182 members 
Mstep: Class 26 contains 63866 members 
Mstep: Class 27 contains 103965 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798704.000000 Penalty: 91921.562500
Iteration 222Q: 28 clusters Score -1.377987e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 39752 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31633 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 53333 members 
Mstep: Class 7 contains 20462 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7284 members 
Mstep: Class 11 contains 59876 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 103215 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 107921 members 
Mstep: Class 18 contains 99733 members 
Mstep: Class 20 contains 46931 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 62945 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47165 members 
Mstep: Class 26 contains 63781 members 
Mstep: Class 27 contains 104060 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798784.000000 Penalty: 91921.562500
Iteration 223Q: 28 clusters Score -1.377988e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 39764 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31598 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 53225 members 
Mstep: Class 7 contains 20463 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 59964 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 102743 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4799 members 
Mstep: Class 17 contains 108098 members 
Mstep: Class 18 contains 99846 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 63153 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47188 members 
Mstep: Class 26 contains 63670 members 
Mstep: Class 27 contains 104154 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798960.000000 Penalty: 91921.562500
Iteration 224Q: 28 clusters Score -1.37799e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 39767 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31529 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 53109 members 
Mstep: Class 7 contains 20467 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 102385 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 108231 members 
Mstep: Class 18 contains 99964 members 
Mstep: Class 20 contains 46940 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 63375 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47185 members 
Mstep: Class 26 contains 63615 members 
Mstep: Class 27 contains 104229 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798624.000000 Penalty: 91921.562500
Iteration 225Q: 28 clusters Score -1.377986e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 39764 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31475 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 53016 members 
Mstep: Class 7 contains 20469 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 102057 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 4883 members 
Mstep: Class 17 contains 108293 members 
Mstep: Class 18 contains 100136 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 63602 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47199 members 
Mstep: Class 26 contains 63571 members 
Mstep: Class 27 contains 104216 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798640.000000 Penalty: 91921.562500
Iteration 226Q: 28 clusters Score -1.377986e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31410 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 52925 members 
Mstep: Class 7 contains 20472 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 60114 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101887 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 108184 members 
Mstep: Class 18 contains 100230 members 
Mstep: Class 20 contains 46942 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 63837 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47204 members 
Mstep: Class 26 contains 63535 members 
Mstep: Class 27 contains 104265 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798432.000000 Penalty: 91921.562500
Iteration 227Q: 28 clusters Score -1.377984e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 39812 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31348 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 52832 members 
Mstep: Class 7 contains 20470 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 60164 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101756 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 108130 members 
Mstep: Class 18 contains 100275 members 
Mstep: Class 20 contains 46957 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 64065 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47212 members 
Mstep: Class 26 contains 63515 members 
Mstep: Class 27 contains 104251 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798400.000000 Penalty: 91921.562500
Iteration 228Q: 28 clusters Score -1.377984e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31299 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 52708 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 60179 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101667 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 108093 members 
Mstep: Class 18 contains 100315 members 
Mstep: Class 20 contains 46965 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 64291 members 
Mstep: Class 23 contains 13220 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47229 members 
Mstep: Class 26 contains 63501 members 
Mstep: Class 27 contains 104241 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798816.000000 Penalty: 91921.562500
Iteration 229Q: 28 clusters Score -1.377988e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 39847 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31260 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 52558 members 
Mstep: Class 7 contains 20468 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 60192 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101671 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 108028 members 
Mstep: Class 18 contains 100327 members 
Mstep: Class 20 contains 46970 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 64523 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47259 members 
Mstep: Class 26 contains 63443 members 
Mstep: Class 27 contains 104261 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798816.000000 Penalty: 91921.562500
Iteration 230Q: 28 clusters Score -1.377988e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 39868 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31217 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 52425 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 60203 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101803 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 107833 members 
Mstep: Class 18 contains 100292 members 
Mstep: Class 20 contains 46981 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 64733 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47315 members 
Mstep: Class 26 contains 63420 members 
Mstep: Class 27 contains 104260 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798608.000000 Penalty: 91921.562500
Iteration 231Q: 28 clusters Score -1.377986e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 39897 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31175 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 52338 members 
Mstep: Class 7 contains 20472 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 60215 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 101998 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5009 members 
Mstep: Class 17 contains 107666 members 
Mstep: Class 18 contains 100254 members 
Mstep: Class 20 contains 46993 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 64900 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47371 members 
Mstep: Class 26 contains 63392 members 
Mstep: Class 27 contains 104185 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799008.000000 Penalty: 91921.562500
Iteration 232Q: 28 clusters Score -1.37799e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 39910 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31156 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 52284 members 
Mstep: Class 7 contains 20469 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 60208 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 102296 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 107490 members 
Mstep: Class 18 contains 100139 members 
Mstep: Class 20 contains 47004 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65037 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47415 members 
Mstep: Class 26 contains 63348 members 
Mstep: Class 27 contains 104117 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798896.000000 Penalty: 91921.562500
Iteration 233Q: 28 clusters Score -1.377989e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 39925 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31134 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 52203 members 
Mstep: Class 7 contains 20469 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 60176 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 102706 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 107342 members 
Mstep: Class 18 contains 100016 members 
Mstep: Class 20 contains 47015 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65155 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47455 members 
Mstep: Class 26 contains 63315 members 
Mstep: Class 27 contains 103979 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798944.000000 Penalty: 91921.562500
Iteration 234Q: 28 clusters Score -1.377989e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 39945 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31104 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 52129 members 
Mstep: Class 7 contains 20464 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 60134 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 103172 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5044 members 
Mstep: Class 17 contains 107141 members 
Mstep: Class 18 contains 99923 members 
Mstep: Class 20 contains 47037 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65239 members 
Mstep: Class 23 contains 13231 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47497 members 
Mstep: Class 26 contains 63273 members 
Mstep: Class 27 contains 103850 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799392.000000 Penalty: 91921.562500
Iteration 235Q: 28 clusters Score -1.377994e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 39951 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31078 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 52019 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6828 members 
Mstep: Class 11 contains 60103 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 103717 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 106985 members 
Mstep: Class 18 contains 99825 members 
Mstep: Class 20 contains 47036 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65289 members 
Mstep: Class 23 contains 13232 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47545 members 
Mstep: Class 26 contains 63223 members 
Mstep: Class 27 contains 103681 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799456.000000 Penalty: 91921.562500
Iteration 236Q: 28 clusters Score -1.377995e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 39916 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31040 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51892 members 
Mstep: Class 7 contains 20460 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 60091 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104208 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5065 members 
Mstep: Class 17 contains 106995 members 
Mstep: Class 18 contains 99710 members 
Mstep: Class 20 contains 47042 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65309 members 
Mstep: Class 23 contains 13232 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47579 members 
Mstep: Class 26 contains 63174 members 
Mstep: Class 27 contains 103504 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799568.000000 Penalty: 91921.562500
Iteration 237Q: 28 clusters Score -1.377996e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 39898 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 31012 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51811 members 
Mstep: Class 7 contains 20458 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 60065 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104621 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 107049 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47044 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65328 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47584 members 
Mstep: Class 26 contains 63112 members 
Mstep: Class 27 contains 103351 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799712.000000 Penalty: 91921.562500
Iteration 238Q: 28 clusters Score -1.377997e+08 nChanged 1976
Entering ConstructFrom: 
Score: -137799712.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (27091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Entering Unmasked Estep 
Score: -3931578.500000 Penalty: 2531.325195
	Iteration 0F: 2 clusters Score -3931578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3912857.750000 Penalty: 5062.650391
	Iteration 0F: 3 clusters Score -3912858 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3919463.000000 Penalty: 5062.650391
	Iteration 1F: 3 clusters Score -3919463 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3919958.000000 Penalty: 5062.650391
	Iteration 2F: 3 clusters Score -3919958 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3920366.500000 Penalty: 5062.650391
	Iteration 3Q: 3 clusters Score -3920366 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3920718.750000 Penalty: 5062.650391
	Iteration 4Q: 3 clusters Score -3920719 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3921080.500000 Penalty: 5062.650391
	Iteration 5Q: 3 clusters Score -3921080 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3921433.000000 Penalty: 5062.650391
	Iteration 6Q: 3 clusters Score -3921433 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3921852.000000 Penalty: 5062.650391
	Iteration 7Q: 3 clusters Score -3921852 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3922358.250000 Penalty: 5062.650391
	Iteration 8Q: 3 clusters Score -3922358 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3922932.000000 Penalty: 5062.650391
	Iteration 9Q: 3 clusters Score -3922932 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3923594.750000 Penalty: 5062.650391
	Iteration 10Q: 3 clusters Score -3923595 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3924299.500000 Penalty: 5062.650391
	Iteration 11Q: 3 clusters Score -3924300 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3924965.750000 Penalty: 5062.650391
	Iteration 12Q: 3 clusters Score -3924966 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3925567.250000 Penalty: 5062.650391
	Iteration 13Q: 3 clusters Score -3925567 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3926132.250000 Penalty: 5062.650391
	Iteration 14Q: 3 clusters Score -3926132 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3926717.250000 Penalty: 5062.650391
	Iteration 15Q: 3 clusters Score -3926717 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3927250.500000 Penalty: 5062.650391
	Iteration 16Q: 3 clusters Score -3927250 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3927747.250000 Penalty: 5062.650391
	Iteration 17Q: 3 clusters Score -3927747 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3928161.500000 Penalty: 5062.650391
	Iteration 18Q: 3 clusters Score -3928162 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3928553.000000 Penalty: 5062.650391
	Iteration 19Q: 3 clusters Score -3928553 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3928846.250000 Penalty: 5062.650391
	Iteration 20F: 3 clusters Score -3928846 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3929102.750000 Penalty: 5062.650391
	Iteration 21Q: 3 clusters Score -3929103 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3929319.000000 Penalty: 5062.650391
	Iteration 22Q: 3 clusters Score -3929319 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3929516.250000 Penalty: 5062.650391
	Iteration 23Q: 3 clusters Score -3929516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3929626.500000 Penalty: 5062.650391
	Iteration 24Q: 3 clusters Score -3929626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3929717.750000 Penalty: 5062.650391
	Iteration 25Q: 3 clusters Score -3929718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3929776.250000 Penalty: 5062.650391
	Iteration 26Q: 3 clusters Score -3929776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3929802.500000 Penalty: 5062.650391
	Iteration 27Q: 3 clusters Score -3929802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3929832.750000 Penalty: 5062.650391
	Iteration 28Q: 3 clusters Score -3929833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3929844.750000 Penalty: 5062.650391
	Iteration 29Q: 3 clusters Score -3929845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3929849.500000 Penalty: 5062.650391
	Iteration 30Q: 3 clusters Score -3929850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3929861.500000 Penalty: 5062.650391
	Iteration 31Q: 3 clusters Score -3929862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3929869.750000 Penalty: 5062.650391
	Iteration 32Q: 3 clusters Score -3929870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3929877.500000 Penalty: 5062.650391
	Iteration 33Q: 3 clusters Score -3929878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3929888.250000 Penalty: 5062.650391
	Iteration 34Q: 3 clusters Score -3929888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3929897.750000 Penalty: 5062.650391
	Iteration 35Q: 3 clusters Score -3929898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3929903.250000 Penalty: 5062.650391
	Iteration 36Q: 3 clusters Score -3929903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3929910.000000 Penalty: 5062.650391
	Iteration 37Q: 3 clusters Score -3929910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3929914.750000 Penalty: 5062.650391
	Iteration 38Q: 3 clusters Score -3929915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3929914.000000 Penalty: 5062.650391
	Iteration 39Q: 3 clusters Score -3929914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3929915.000000 Penalty: 5062.650391
	Iteration 40F: 3 clusters Score -3929915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3929919.500000 Penalty: 5062.650391
	Iteration 41Q: 3 clusters Score -3929920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3929924.000000 Penalty: 5062.650391
	Iteration 42Q: 3 clusters Score -3929924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3929929.500000 Penalty: 5062.650391
	Iteration 43Q: 3 clusters Score -3929930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3929927.250000 Penalty: 5062.650391
	Iteration 44Q: 3 clusters Score -3929927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3929930.250000 Penalty: 5062.650391
	Iteration 45Q: 3 clusters Score -3929930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3929935.000000 Penalty: 5062.650391
	Iteration 46Q: 3 clusters Score -3929935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3929937.750000 Penalty: 5062.650391
	Iteration 47Q: 3 clusters Score -3929938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3929937.750000 Penalty: 5062.650391
	Iteration 48F: 3 clusters Score -3929938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Entering Unmasked Estep 
Score: -6183125.000000 Penalty: 2627.238770
	Iteration 0F: 2 clusters Score -6183125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -6156102.500000 Penalty: 5254.477539
	Iteration 0F: 3 clusters Score -6156102 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6166395.000000 Penalty: 5254.477539
	Iteration 1F: 3 clusters Score -6166395 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6167084.500000 Penalty: 5254.477539
	Iteration 2Q: 3 clusters Score -6167084 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -6167964.500000 Penalty: 5254.477539
	Iteration 3Q: 3 clusters Score -6167964 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6169372.500000 Penalty: 5254.477539
	Iteration 4F: 3 clusters Score -6169372 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6171561.000000 Penalty: 5254.477539
	Iteration 5F: 3 clusters Score -6171561 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -6174427.000000 Penalty: 5254.477539
	Iteration 6F: 3 clusters Score -6174427 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -6177235.500000 Penalty: 5254.477539
	Iteration 7F: 3 clusters Score -6177236 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -6179376.000000 Penalty: 5254.477539
	Iteration 8F: 3 clusters Score -6179376 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6180464.000000 Penalty: 5254.477539
	Iteration 9Q: 3 clusters Score -6180464 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -6181050.500000 Penalty: 5254.477539
	Iteration 10Q: 3 clusters Score -6181050 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -6181285.000000 Penalty: 5254.477539
	Iteration 11Q: 3 clusters Score -6181285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -6181427.500000 Penalty: 5254.477539
	Iteration 12Q: 3 clusters Score -6181428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -6181516.000000 Penalty: 5254.477539
	Iteration 13Q: 3 clusters Score -6181516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6181566.500000 Penalty: 5254.477539
	Iteration 14Q: 3 clusters Score -6181566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -6181619.500000 Penalty: 5254.477539
	Iteration 15Q: 3 clusters Score -6181620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -6181654.500000 Penalty: 5254.477539
	Iteration 16Q: 3 clusters Score -6181654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -6181694.500000 Penalty: 5254.477539
	Iteration 17Q: 3 clusters Score -6181694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -6181716.000000 Penalty: 5254.477539
	Iteration 18Q: 3 clusters Score -6181716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -6181723.000000 Penalty: 5254.477539
	Iteration 19Q: 3 clusters Score -6181723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -6181720.500000 Penalty: 5254.477539
	Iteration 20F: 3 clusters Score -6181720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6181716.000000 Penalty: 5254.477539
	Iteration 21Q: 3 clusters Score -6181716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -6181717.500000 Penalty: 5254.477539
	Iteration 22Q: 3 clusters Score -6181718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -6181729.000000 Penalty: 5254.477539
	Iteration 23Q: 3 clusters Score -6181729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6181728.000000 Penalty: 5254.477539
	Iteration 24Q: 3 clusters Score -6181728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6181732.000000 Penalty: 5254.477539
	Iteration 25Q: 3 clusters Score -6181732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -6181727.500000 Penalty: 5254.477539
	Iteration 26Q: 3 clusters Score -6181728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -6181723.000000 Penalty: 5254.477539
	Iteration 27Q: 3 clusters Score -6181723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -6181723.000000 Penalty: 5254.477539
	Iteration 28Q: 3 clusters Score -6181723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6181723.000000 Penalty: 5254.477539
	Iteration 29Q: 3 clusters Score -6181723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6181733.000000 Penalty: 5254.477539
	Iteration 30Q: 3 clusters Score -6181733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -6181738.500000 Penalty: 5254.477539
	Iteration 31Q: 3 clusters Score -6181738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -6181738.000000 Penalty: 5254.477539
	Iteration 32Q: 3 clusters Score -6181738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -6181738.000000 Penalty: 5254.477539
	Iteration 33F: 3 clusters Score -6181738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 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 117 members 
Entering Unmasked Estep 
Score: -21222.056641 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21222.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21312.335938 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21312.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21354.259766 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -21354.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21378.226562 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21378.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21412.718750 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21412.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21441.134766 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21441.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21457.763672 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -21457.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21464.058594 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -21464.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21474.580078 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -21474.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21488.474609 Penalty: 2675.239258
	Iteration 9Q: 3 clusters Score -21488.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21488.474609 Penalty: 2675.239258
	Iteration 10F: 3 clusters Score -21488.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Entering Unmasked Estep 
Score: -4778520.000000 Penalty: 2564.600098
	Iteration 0F: 2 clusters Score -4778520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4757398.500000 Penalty: 5129.200195
	Iteration 0F: 3 clusters Score -4757398 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4764771.000000 Penalty: 5129.200195
	Iteration 1F: 3 clusters Score -4764771 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4765260.000000 Penalty: 5129.200195
	Iteration 2Q: 3 clusters Score -4765260 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4765727.500000 Penalty: 5129.200195
	Iteration 3Q: 3 clusters Score -4765728 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4766120.500000 Penalty: 5129.200195
	Iteration 4Q: 3 clusters Score -4766120 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4766551.500000 Penalty: 5129.200195
	Iteration 5Q: 3 clusters Score -4766552 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4767143.500000 Penalty: 5129.200195
	Iteration 6Q: 3 clusters Score -4767144 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -4767955.500000 Penalty: 5129.200195
	Iteration 7Q: 3 clusters Score -4767956 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4769047.500000 Penalty: 5129.200195
	Iteration 8F: 3 clusters Score -4769048 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4770413.000000 Penalty: 5129.200195
	Iteration 9F: 3 clusters Score -4770413 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4771942.000000 Penalty: 5129.200195
	Iteration 10F: 3 clusters Score -4771942 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4773226.500000 Penalty: 5129.200195
	Iteration 11F: 3 clusters Score -4773226 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4774252.000000 Penalty: 5129.200195
	Iteration 12Q: 3 clusters Score -4774252 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4774969.000000 Penalty: 5129.200195
	Iteration 13Q: 3 clusters Score -4774969 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4775435.500000 Penalty: 5129.200195
	Iteration 14Q: 3 clusters Score -4775436 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4775722.500000 Penalty: 5129.200195
	Iteration 15Q: 3 clusters Score -4775722 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4775906.500000 Penalty: 5129.200195
	Iteration 16Q: 3 clusters Score -4775906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4776021.500000 Penalty: 5129.200195
	Iteration 17Q: 3 clusters Score -4776022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4776083.500000 Penalty: 5129.200195
	Iteration 18Q: 3 clusters Score -4776084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -4776139.500000 Penalty: 5129.200195
	Iteration 19Q: 3 clusters Score -4776140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4776163.500000 Penalty: 5129.200195
	Iteration 20F: 3 clusters Score -4776164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4776205.500000 Penalty: 5129.200195
	Iteration 21Q: 3 clusters Score -4776206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4776225.000000 Penalty: 5129.200195
	Iteration 22Q: 3 clusters Score -4776225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4776248.000000 Penalty: 5129.200195
	Iteration 23Q: 3 clusters Score -4776248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4776266.500000 Penalty: 5129.200195
	Iteration 24Q: 3 clusters Score -4776266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4776287.000000 Penalty: 5129.200195
	Iteration 25Q: 3 clusters Score -4776287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4776307.500000 Penalty: 5129.200195
	Iteration 26Q: 3 clusters Score -4776308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4776322.500000 Penalty: 5129.200195
	Iteration 27Q: 3 clusters Score -4776322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4776330.000000 Penalty: 5129.200195
	Iteration 28Q: 3 clusters Score -4776330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4776350.000000 Penalty: 5129.200195
	Iteration 29Q: 3 clusters Score -4776350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4776360.000000 Penalty: 5129.200195
	Iteration 30Q: 3 clusters Score -4776360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4776373.500000 Penalty: 5129.200195
	Iteration 31Q: 3 clusters Score -4776374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4776372.000000 Penalty: 5129.200195
	Iteration 32Q: 3 clusters Score -4776372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4776376.000000 Penalty: 5129.200195
	Iteration 33Q: 3 clusters Score -4776376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4776380.500000 Penalty: 5129.200195
	Iteration 34Q: 3 clusters Score -4776380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4776388.000000 Penalty: 5129.200195
	Iteration 35Q: 3 clusters Score -4776388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4776391.000000 Penalty: 5129.200195
	Iteration 36Q: 3 clusters Score -4776391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4776390.000000 Penalty: 5129.200195
	Iteration 37Q: 3 clusters Score -4776390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4776395.500000 Penalty: 5129.200195
	Iteration 38Q: 3 clusters Score -4776396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4776396.500000 Penalty: 5129.200195
	Iteration 39Q: 3 clusters Score -4776396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4776398.000000 Penalty: 5129.200195
	Iteration 40F: 3 clusters Score -4776398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4776399.500000 Penalty: 5129.200195
	Iteration 41Q: 3 clusters Score -4776400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4776404.500000 Penalty: 5129.200195
	Iteration 42Q: 3 clusters Score -4776404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4776404.500000 Penalty: 5129.200195
	Iteration 43Q: 3 clusters Score -4776404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4776411.000000 Penalty: 5129.200195
	Iteration 44Q: 3 clusters Score -4776411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4776410.000000 Penalty: 5129.200195
	Iteration 45Q: 3 clusters Score -4776410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4776410.000000 Penalty: 5129.200195
	Iteration 46F: 3 clusters Score -4776410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -715492.187500 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -715492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -711075.812500 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -711075.8 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -712092.062500 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -712092.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -712346.875000 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -712346.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -712539.125000 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -712539.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -712674.000000 Penalty: 4207.165039
	Iteration 4Q: 3 clusters Score -712674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -712774.125000 Penalty: 4207.165039
	Iteration 5Q: 3 clusters Score -712774.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -712861.250000 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -712861.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -712944.000000 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -712944 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -713032.812500 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -713032.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -713116.437500 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -713116.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -713201.625000 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -713201.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -713277.500000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -713277.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -713352.875000 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -713352.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -713437.375000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -713437.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -713520.750000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -713520.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -713580.125000 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -713580.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -713620.750000 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -713620.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -713653.312500 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -713653.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -713679.250000 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -713679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -713696.312500 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -713696.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -713711.000000 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -713711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -713726.062500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -713726.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -713739.562500 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -713739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -713751.687500 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -713751.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -713760.000000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -713760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -713768.375000 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -713768.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -713773.812500 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -713773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -713778.625000 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -713778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -713784.500000 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -713784.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -713793.187500 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -713793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -713799.062500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -713799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -713799.500000 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -713799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -713801.937500 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -713801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -713804.000000 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -713804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -713804.125000 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -713804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -713805.687500 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -713805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -713806.625000 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -713806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -713809.312500 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -713809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -713809.312500 Penalty: 4207.165039
	Iteration 38F: 3 clusters Score -713809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Entering Unmasked Estep 
Score: -8008430.000000 Penalty: 2691.740723
	Iteration 0F: 2 clusters Score -8008430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7973269.000000 Penalty: 5383.481445
	Iteration 0F: 3 clusters Score -7973269 nChanged 24080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -7986774.500000 Penalty: 5383.481445
	Iteration 1F: 3 clusters Score -7986774 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -7987285.500000 Penalty: 5383.481445
	Iteration 2Q: 3 clusters Score -7987286 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -7987882.000000 Penalty: 5383.481445
	Iteration 3Q: 3 clusters Score -7987882 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -7988666.000000 Penalty: 5383.481445
	Iteration 4Q: 3 clusters Score -7988666 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -7989744.500000 Penalty: 5383.481445
	Iteration 5Q: 3 clusters Score -7989744 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -7991428.500000 Penalty: 5383.481445
	Iteration 6F: 3 clusters Score -7991428 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -7994114.000000 Penalty: 5383.481445
	Iteration 7F: 3 clusters Score -7994114 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -7997636.000000 Penalty: 5383.481445
	Iteration 8F: 3 clusters Score -7997636 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -8001219.000000 Penalty: 5383.481445
	Iteration 9F: 3 clusters Score -8001219 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8003814.000000 Penalty: 5383.481445
	Iteration 10F: 3 clusters Score -8003814 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8005143.000000 Penalty: 5383.481445
	Iteration 11Q: 3 clusters Score -8005143 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8005682.500000 Penalty: 5383.481445
	Iteration 12Q: 3 clusters Score -8005682 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8005913.000000 Penalty: 5383.481445
	Iteration 13Q: 3 clusters Score -8005913 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8006039.500000 Penalty: 5383.481445
	Iteration 14Q: 3 clusters Score -8006040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8006143.000000 Penalty: 5383.481445
	Iteration 15Q: 3 clusters Score -8006143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8006180.500000 Penalty: 5383.481445
	Iteration 16Q: 3 clusters Score -8006180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8006216.500000 Penalty: 5383.481445
	Iteration 17Q: 3 clusters Score -8006216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8006238.000000 Penalty: 5383.481445
	Iteration 18Q: 3 clusters Score -8006238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8006257.000000 Penalty: 5383.481445
	Iteration 19Q: 3 clusters Score -8006257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8006268.500000 Penalty: 5383.481445
	Iteration 20F: 3 clusters Score -8006268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8006276.500000 Penalty: 5383.481445
	Iteration 21Q: 3 clusters Score -8006276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8006281.000000 Penalty: 5383.481445
	Iteration 22Q: 3 clusters Score -8006281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8006284.000000 Penalty: 5383.481445
	Iteration 23Q: 3 clusters Score -8006284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8006280.000000 Penalty: 5383.481445
	Iteration 24Q: 3 clusters Score -8006280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8006277.500000 Penalty: 5383.481445
	Iteration 25Q: 3 clusters Score -8006278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8006277.500000 Penalty: 5383.481445
	Iteration 26F: 3 clusters Score -8006278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Entering Unmasked Estep 
Score: -3100732.250000 Penalty: 2461.546631
	Iteration 0F: 2 clusters Score -3100732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3086406.250000 Penalty: 4923.093262
	Iteration 0F: 3 clusters Score -3086406 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3091184.500000 Penalty: 4923.093262
	Iteration 1F: 3 clusters Score -3091184 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3091638.000000 Penalty: 4923.093262
	Iteration 2F: 3 clusters Score -3091638 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3092068.250000 Penalty: 4923.093262
	Iteration 3F: 3 clusters Score -3092068 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3092595.250000 Penalty: 4923.093262
	Iteration 4F: 3 clusters Score -3092595 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3093237.500000 Penalty: 4923.093262
	Iteration 5F: 3 clusters Score -3093238 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3094031.000000 Penalty: 4923.093262
	Iteration 6F: 3 clusters Score -3094031 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3094890.000000 Penalty: 4923.093262
	Iteration 7F: 3 clusters Score -3094890 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3095744.500000 Penalty: 4923.093262
	Iteration 8F: 3 clusters Score -3095744 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3096545.500000 Penalty: 4923.093262
	Iteration 9F: 3 clusters Score -3096546 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3097206.500000 Penalty: 4923.093262
	Iteration 10Q: 3 clusters Score -3097206 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3097787.500000 Penalty: 4923.093262
	Iteration 11Q: 3 clusters Score -3097788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3098255.000000 Penalty: 4923.093262
	Iteration 12Q: 3 clusters Score -3098255 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3098564.000000 Penalty: 4923.093262
	Iteration 13Q: 3 clusters Score -3098564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3098745.250000 Penalty: 4923.093262
	Iteration 14Q: 3 clusters Score -3098745 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3098827.000000 Penalty: 4923.093262
	Iteration 15Q: 3 clusters Score -3098827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3098862.750000 Penalty: 4923.093262
	Iteration 16Q: 3 clusters Score -3098863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3098881.500000 Penalty: 4923.093262
	Iteration 17Q: 3 clusters Score -3098882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3098900.250000 Penalty: 4923.093262
	Iteration 18Q: 3 clusters Score -3098900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3098914.000000 Penalty: 4923.093262
	Iteration 19Q: 3 clusters Score -3098914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3098913.000000 Penalty: 4923.093262
	Iteration 20F: 3 clusters Score -3098913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3098926.500000 Penalty: 4923.093262
	Iteration 21Q: 3 clusters Score -3098926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3098944.750000 Penalty: 4923.093262
	Iteration 22Q: 3 clusters Score -3098945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3098939.250000 Penalty: 4923.093262
	Iteration 23Q: 3 clusters Score -3098939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3098944.500000 Penalty: 4923.093262
	Iteration 24Q: 3 clusters Score -3098944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3098947.500000 Penalty: 4923.093262
	Iteration 25Q: 3 clusters Score -3098948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3098949.000000 Penalty: 4923.093262
	Iteration 26Q: 3 clusters Score -3098949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3098952.500000 Penalty: 4923.093262
	Iteration 27Q: 3 clusters Score -3098952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3098951.750000 Penalty: 4923.093262
	Iteration 28Q: 3 clusters Score -3098952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3098952.250000 Penalty: 4923.093262
	Iteration 29Q: 3 clusters Score -3098952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3098950.500000 Penalty: 4923.093262
	Iteration 30Q: 3 clusters Score -3098950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3098951.500000 Penalty: 4923.093262
	Iteration 31Q: 3 clusters Score -3098952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3098952.750000 Penalty: 4923.093262
	Iteration 32Q: 3 clusters Score -3098953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3098954.750000 Penalty: 4923.093262
	Iteration 33Q: 3 clusters Score -3098955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3098950.000000 Penalty: 4923.093262
	Iteration 34Q: 3 clusters Score -3098950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3098951.000000 Penalty: 4923.093262
	Iteration 35Q: 3 clusters Score -3098951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3098951.000000 Penalty: 4923.093262
	Iteration 36Q: 3 clusters Score -3098951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3098951.750000 Penalty: 4923.093262
	Iteration 37Q: 3 clusters Score -3098952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3098950.000000 Penalty: 4923.093262
	Iteration 38Q: 3 clusters Score -3098950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3098950.250000 Penalty: 4923.093262
	Iteration 39Q: 3 clusters Score -3098950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3098952.500000 Penalty: 4923.093262
	Iteration 40F: 3 clusters Score -3098952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3098950.250000 Penalty: 4923.093262
	Iteration 41Q: 3 clusters Score -3098950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3098953.500000 Penalty: 4923.093262
	Iteration 42Q: 3 clusters Score -3098954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3098958.750000 Penalty: 4923.093262
	Iteration 43Q: 3 clusters Score -3098959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3098956.250000 Penalty: 4923.093262
	Iteration 44Q: 3 clusters Score -3098956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3098955.250000 Penalty: 4923.093262
	Iteration 45Q: 3 clusters Score -3098955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3098957.000000 Penalty: 4923.093262
	Iteration 46Q: 3 clusters Score -3098957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3098957.000000 Penalty: 4923.093262
	Iteration 47F: 3 clusters Score -3098957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -1042898.250000 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -1042898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1037013.812500 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -1037014 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1038546.437500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -1038546 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1038871.187500 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -1038871 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1039162.500000 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -1039162 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1039443.687500 Penalty: 4394.807617
	Iteration 4F: 3 clusters Score -1039444 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1039727.000000 Penalty: 4394.807617
	Iteration 5F: 3 clusters Score -1039727 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1040008.750000 Penalty: 4394.807617
	Iteration 6F: 3 clusters Score -1040009 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1040345.375000 Penalty: 4394.807617
	Iteration 7F: 3 clusters Score -1040345 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1040707.562500 Penalty: 4394.807617
	Iteration 8F: 3 clusters Score -1040708 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1040968.937500 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -1040969 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1041145.750000 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -1041146 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1041292.250000 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -1041292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1041403.812500 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -1041404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1041488.875000 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -1041489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1041555.187500 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -1041555 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1041612.812500 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -1041613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1041657.750000 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -1041658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1041688.187500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -1041688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1041715.937500 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -1041716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1041743.625000 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -1041744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1041764.312500 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -1041764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1041777.375000 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -1041777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1041790.937500 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -1041791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1041805.437500 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -1041805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1041813.562500 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -1041814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1041823.500000 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -1041824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1041831.375000 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -1041831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1041834.125000 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -1041834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1041835.125000 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -1041835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1041836.875000 Penalty: 4394.807617
	Iteration 29Q: 3 clusters Score -1041837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1041836.812500 Penalty: 4394.807617
	Iteration 30Q: 3 clusters Score -1041837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1041841.937500 Penalty: 4394.807617
	Iteration 31Q: 3 clusters Score -1041842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1041844.250000 Penalty: 4394.807617
	Iteration 32Q: 3 clusters Score -1041844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1041844.937500 Penalty: 4394.807617
	Iteration 33Q: 3 clusters Score -1041845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1041845.250000 Penalty: 4394.807617
	Iteration 34Q: 3 clusters Score -1041845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1041845.375000 Penalty: 4394.807617
	Iteration 35Q: 3 clusters Score -1041845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1041848.062500 Penalty: 4394.807617
	Iteration 36Q: 3 clusters Score -1041848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1041847.125000 Penalty: 4394.807617
	Iteration 37Q: 3 clusters Score -1041847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1041849.937500 Penalty: 4394.807617
	Iteration 38Q: 3 clusters Score -1041850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1041851.000000 Penalty: 4394.807617
	Iteration 39Q: 3 clusters Score -1041851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1041852.750000 Penalty: 4394.807617
	Iteration 40F: 3 clusters Score -1041853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1041855.437500 Penalty: 4394.807617
	Iteration 41Q: 3 clusters Score -1041855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1041856.500000 Penalty: 4394.807617
	Iteration 42Q: 3 clusters Score -1041856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1041858.187500 Penalty: 4394.807617
	Iteration 43Q: 3 clusters Score -1041858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1041858.187500 Penalty: 4394.807617
	Iteration 44F: 3 clusters Score -1041858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -348428.656250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -348428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -345309.750000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -345309.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -345948.062500 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -345948.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -346224.156250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -346224.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -346393.187500 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -346393.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -346485.062500 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -346485.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -346573.125000 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -346573.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -346674.125000 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -346674.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346748.812500 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -346748.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -346813.937500 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -346813.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -346874.937500 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -346874.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -346947.218750 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -346947.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -347015.593750 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -347015.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -347053.406250 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -347053.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -347079.250000 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -347079.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -347094.531250 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -347094.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347110.062500 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -347110.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347127.093750 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -347127.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -347142.781250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -347142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -347153.937500 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -347153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -347159.812500 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -347159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -347163.250000 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -347163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -347168.562500 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -347168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -347170.843750 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -347170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -347173.000000 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -347173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -347175.906250 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -347175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -347176.875000 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -347176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -347176.906250 Penalty: 3919.450439
	Iteration 26Q: 3 clusters Score -347176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347177.187500 Penalty: 3919.450439
	Iteration 27Q: 3 clusters Score -347177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -347177.687500 Penalty: 3919.450439
	Iteration 28Q: 3 clusters Score -347177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347178.812500 Penalty: 3919.450439
	Iteration 29Q: 3 clusters Score -347178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347178.812500 Penalty: 3919.450439
	Iteration 30F: 3 clusters Score -347178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -1040102.062500 Penalty: 2187.899414
	Iteration 0F: 2 clusters Score -1040102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1034402.312500 Penalty: 4375.798828
	Iteration 0F: 3 clusters Score -1034402 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1035887.812500 Penalty: 4375.798828
	Iteration 1F: 3 clusters Score -1035888 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1036097.250000 Penalty: 4375.798828
	Iteration 2F: 3 clusters Score -1036097 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1036218.875000 Penalty: 4375.798828
	Iteration 3Q: 3 clusters Score -1036219 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1036318.437500 Penalty: 4375.798828
	Iteration 4Q: 3 clusters Score -1036318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1036402.687500 Penalty: 4375.798828
	Iteration 5Q: 3 clusters Score -1036403 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1036469.812500 Penalty: 4375.798828
	Iteration 6Q: 3 clusters Score -1036470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1036532.750000 Penalty: 4375.798828
	Iteration 7Q: 3 clusters Score -1036533 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1036599.500000 Penalty: 4375.798828
	Iteration 8Q: 3 clusters Score -1036600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1036660.062500 Penalty: 4375.798828
	Iteration 9Q: 3 clusters Score -1036660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1036710.437500 Penalty: 4375.798828
	Iteration 10Q: 3 clusters Score -1036710 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1036761.500000 Penalty: 4375.798828
	Iteration 11Q: 3 clusters Score -1036762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1036803.812500 Penalty: 4375.798828
	Iteration 12Q: 3 clusters Score -1036804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1036866.625000 Penalty: 4375.798828
	Iteration 13Q: 3 clusters Score -1036867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1036930.062500 Penalty: 4375.798828
	Iteration 14Q: 3 clusters Score -1036930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1036987.062500 Penalty: 4375.798828
	Iteration 15Q: 3 clusters Score -1036987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1037057.937500 Penalty: 4375.798828
	Iteration 16Q: 3 clusters Score -1037058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1037132.500000 Penalty: 4375.798828
	Iteration 17Q: 3 clusters Score -1037132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1037199.750000 Penalty: 4375.798828
	Iteration 18Q: 3 clusters Score -1037200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1037280.812500 Penalty: 4375.798828
	Iteration 19Q: 3 clusters Score -1037281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1037364.562500 Penalty: 4375.798828
	Iteration 20F: 3 clusters Score -1037365 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1037470.937500 Penalty: 4375.798828
	Iteration 21Q: 3 clusters Score -1037471 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1037567.750000 Penalty: 4375.798828
	Iteration 22Q: 3 clusters Score -1037568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1037680.625000 Penalty: 4375.798828
	Iteration 23Q: 3 clusters Score -1037681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1037795.125000 Penalty: 4375.798828
	Iteration 24Q: 3 clusters Score -1037795 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1037893.937500 Penalty: 4375.798828
	Iteration 25Q: 3 clusters Score -1037894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1037974.125000 Penalty: 4375.798828
	Iteration 26Q: 3 clusters Score -1037974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1038053.375000 Penalty: 4375.798828
	Iteration 27Q: 3 clusters Score -1038053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1038112.187500 Penalty: 4375.798828
	Iteration 28Q: 3 clusters Score -1038112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1038152.437500 Penalty: 4375.798828
	Iteration 29Q: 3 clusters Score -1038152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1038180.187500 Penalty: 4375.798828
	Iteration 30Q: 3 clusters Score -1038180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1038212.500000 Penalty: 4375.798828
	Iteration 31Q: 3 clusters Score -1038212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1038242.562500 Penalty: 4375.798828
	Iteration 32Q: 3 clusters Score -1038243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1038271.250000 Penalty: 4375.798828
	Iteration 33Q: 3 clusters Score -1038271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1038286.687500 Penalty: 4375.798828
	Iteration 34Q: 3 clusters Score -1038287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1038292.312500 Penalty: 4375.798828
	Iteration 35Q: 3 clusters Score -1038292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1038297.750000 Penalty: 4375.798828
	Iteration 36Q: 3 clusters Score -1038298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1038301.187500 Penalty: 4375.798828
	Iteration 37Q: 3 clusters Score -1038301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1038304.812500 Penalty: 4375.798828
	Iteration 38Q: 3 clusters Score -1038305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1038305.125000 Penalty: 4375.798828
	Iteration 39Q: 3 clusters Score -1038305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1038307.687500 Penalty: 4375.798828
	Iteration 40F: 3 clusters Score -1038308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1038311.250000 Penalty: 4375.798828
	Iteration 41Q: 3 clusters Score -1038311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1038313.500000 Penalty: 4375.798828
	Iteration 42Q: 3 clusters Score -1038314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1038314.812500 Penalty: 4375.798828
	Iteration 43Q: 3 clusters Score -1038315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1038316.687500 Penalty: 4375.798828
	Iteration 44Q: 3 clusters Score -1038317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1038317.062500 Penalty: 4375.798828
	Iteration 45Q: 3 clusters Score -1038317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1038317.000000 Penalty: 4375.798828
	Iteration 46Q: 3 clusters Score -1038317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1038317.000000 Penalty: 4375.798828
	Iteration 47F: 3 clusters Score -1038317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Entering Unmasked Estep 
Score: -9351204.000000 Penalty: 2728.677734
	Iteration 0F: 2 clusters Score -9351204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -9311056.000000 Penalty: 5457.355469
	Iteration 0F: 3 clusters Score -9311056 nChanged 27791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -9326502.000000 Penalty: 5457.355469
	Iteration 1F: 3 clusters Score -9326502 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -9327274.000000 Penalty: 5457.355469
	Iteration 2Q: 3 clusters Score -9327274 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -9328082.000000 Penalty: 5457.355469
	Iteration 3Q: 3 clusters Score -9328082 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -9329084.000000 Penalty: 5457.355469
	Iteration 4Q: 3 clusters Score -9329084 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -9330211.000000 Penalty: 5457.355469
	Iteration 5Q: 3 clusters Score -9330211 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -9331521.000000 Penalty: 5457.355469
	Iteration 6Q: 3 clusters Score -9331521 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -9333355.000000 Penalty: 5457.355469
	Iteration 7Q: 3 clusters Score -9333355 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -9335239.000000 Penalty: 5457.355469
	Iteration 8F: 3 clusters Score -9335239 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -9337292.000000 Penalty: 5457.355469
	Iteration 9F: 3 clusters Score -9337292 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -9339364.000000 Penalty: 5457.355469
	Iteration 10Q: 3 clusters Score -9339364 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9340828.000000 Penalty: 5457.355469
	Iteration 11Q: 3 clusters Score -9340828 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -9341641.000000 Penalty: 5457.355469
	Iteration 12Q: 3 clusters Score -9341641 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -9342131.000000 Penalty: 5457.355469
	Iteration 13Q: 3 clusters Score -9342131 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -9342412.000000 Penalty: 5457.355469
	Iteration 14Q: 3 clusters Score -9342412 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -9342680.000000 Penalty: 5457.355469
	Iteration 15Q: 3 clusters Score -9342680 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -9342890.000000 Penalty: 5457.355469
	Iteration 16Q: 3 clusters Score -9342890 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -9343067.000000 Penalty: 5457.355469
	Iteration 17Q: 3 clusters Score -9343067 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -9343240.000000 Penalty: 5457.355469
	Iteration 18Q: 3 clusters Score -9343240 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -9343440.000000 Penalty: 5457.355469
	Iteration 19Q: 3 clusters Score -9343440 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -9343674.000000 Penalty: 5457.355469
	Iteration 20F: 3 clusters Score -9343674 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -9343919.000000 Penalty: 5457.355469
	Iteration 21Q: 3 clusters Score -9343919 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -9344160.000000 Penalty: 5457.355469
	Iteration 22Q: 3 clusters Score -9344160 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -9344426.000000 Penalty: 5457.355469
	Iteration 23Q: 3 clusters Score -9344426 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -9344754.000000 Penalty: 5457.355469
	Iteration 24Q: 3 clusters Score -9344754 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -9345080.000000 Penalty: 5457.355469
	Iteration 25Q: 3 clusters Score -9345080 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -9345375.000000 Penalty: 5457.355469
	Iteration 26Q: 3 clusters Score -9345375 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -9345627.000000 Penalty: 5457.355469
	Iteration 27Q: 3 clusters Score -9345627 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -9345882.000000 Penalty: 5457.355469
	Iteration 28Q: 3 clusters Score -9345882 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -9346200.000000 Penalty: 5457.355469
	Iteration 29Q: 3 clusters Score -9346200 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9346468.000000 Penalty: 5457.355469
	Iteration 30Q: 3 clusters Score -9346468 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -9346789.000000 Penalty: 5457.355469
	Iteration 31Q: 3 clusters Score -9346789 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -9347060.000000 Penalty: 5457.355469
	Iteration 32Q: 3 clusters Score -9347060 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9347383.000000 Penalty: 5457.355469
	Iteration 33Q: 3 clusters Score -9347383 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -9347681.000000 Penalty: 5457.355469
	Iteration 34Q: 3 clusters Score -9347681 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9347925.000000 Penalty: 5457.355469
	Iteration 35Q: 3 clusters Score -9347925 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9348130.000000 Penalty: 5457.355469
	Iteration 36Q: 3 clusters Score -9348130 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9348256.000000 Penalty: 5457.355469
	Iteration 37Q: 3 clusters Score -9348256 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9348396.000000 Penalty: 5457.355469
	Iteration 38Q: 3 clusters Score -9348396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9348496.000000 Penalty: 5457.355469
	Iteration 39Q: 3 clusters Score -9348496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9348597.000000 Penalty: 5457.355469
	Iteration 40F: 3 clusters Score -9348597 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9348652.000000 Penalty: 5457.355469
	Iteration 41Q: 3 clusters Score -9348652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9348678.000000 Penalty: 5457.355469
	Iteration 42Q: 3 clusters Score -9348678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9348718.000000 Penalty: 5457.355469
	Iteration 43Q: 3 clusters Score -9348718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9348759.000000 Penalty: 5457.355469
	Iteration 44Q: 3 clusters Score -9348759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9348782.000000 Penalty: 5457.355469
	Iteration 45Q: 3 clusters Score -9348782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9348801.000000 Penalty: 5457.355469
	Iteration 46Q: 3 clusters Score -9348801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9348819.000000 Penalty: 5457.355469
	Iteration 47Q: 3 clusters Score -9348819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9348831.000000 Penalty: 5457.355469
	Iteration 48Q: 3 clusters Score -9348831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9348833.000000 Penalty: 5457.355469
	Iteration 49Q: 3 clusters Score -9348833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9348850.000000 Penalty: 5457.355469
	Iteration 50Q: 3 clusters Score -9348850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9348855.000000 Penalty: 5457.355469
	Iteration 51Q: 3 clusters Score -9348855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9348878.000000 Penalty: 5457.355469
	Iteration 52Q: 3 clusters Score -9348878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9348873.000000 Penalty: 5457.355469
	Iteration 53Q: 3 clusters Score -9348873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9348871.000000 Penalty: 5457.355469
	Iteration 54Q: 3 clusters Score -9348871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9348867.000000 Penalty: 5457.355469
	Iteration 55Q: 3 clusters Score -9348867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9348869.000000 Penalty: 5457.355469
	Iteration 56Q: 3 clusters Score -9348869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9348872.000000 Penalty: 5457.355469
	Iteration 57Q: 3 clusters Score -9348872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9348868.000000 Penalty: 5457.355469
	Iteration 58Q: 3 clusters Score -9348868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9348853.000000 Penalty: 5457.355469
	Iteration 59Q: 3 clusters Score -9348853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9348867.000000 Penalty: 5457.355469
	Iteration 60F: 3 clusters Score -9348867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9348867.000000 Penalty: 5457.355469
	Iteration 61Q: 3 clusters Score -9348867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9348874.000000 Penalty: 5457.355469
	Iteration 62Q: 3 clusters Score -9348874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9348874.000000 Penalty: 5457.355469
	Iteration 63F: 3 clusters Score -9348874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -438426.750000 Penalty: 1999.326904
	Iteration 0F: 2 clusters Score -438426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -435098.281250 Penalty: 3998.653809
	Iteration 0F: 3 clusters Score -435098.3 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -435915.812500 Penalty: 3998.653809
	Iteration 1F: 3 clusters Score -435915.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -436197.187500 Penalty: 3998.653809
	Iteration 2F: 3 clusters Score -436197.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -436433.968750 Penalty: 3998.653809
	Iteration 3F: 3 clusters Score -436434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -436608.062500 Penalty: 3998.653809
	Iteration 4F: 3 clusters Score -436608.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -436751.343750 Penalty: 3998.653809
	Iteration 5Q: 3 clusters Score -436751.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -436914.937500 Penalty: 3998.653809
	Iteration 6Q: 3 clusters Score -436914.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437030.375000 Penalty: 3998.653809
	Iteration 7Q: 3 clusters Score -437030.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -437144.312500 Penalty: 3998.653809
	Iteration 8Q: 3 clusters Score -437144.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -437253.562500 Penalty: 3998.653809
	Iteration 9Q: 3 clusters Score -437253.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -437374.406250 Penalty: 3998.653809
	Iteration 10Q: 3 clusters Score -437374.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -437482.687500 Penalty: 3998.653809
	Iteration 11Q: 3 clusters Score -437482.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -437582.343750 Penalty: 3998.653809
	Iteration 12Q: 3 clusters Score -437582.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -437653.750000 Penalty: 3998.653809
	Iteration 13Q: 3 clusters Score -437653.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -437702.593750 Penalty: 3998.653809
	Iteration 14Q: 3 clusters Score -437702.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -437733.281250 Penalty: 3998.653809
	Iteration 15Q: 3 clusters Score -437733.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -437759.781250 Penalty: 3998.653809
	Iteration 16Q: 3 clusters Score -437759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -437777.531250 Penalty: 3998.653809
	Iteration 17Q: 3 clusters Score -437777.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -437788.187500 Penalty: 3998.653809
	Iteration 18Q: 3 clusters Score -437788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -437795.750000 Penalty: 3998.653809
	Iteration 19Q: 3 clusters Score -437795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -437802.250000 Penalty: 3998.653809
	Iteration 20F: 3 clusters Score -437802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -437805.468750 Penalty: 3998.653809
	Iteration 21Q: 3 clusters Score -437805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -437808.156250 Penalty: 3998.653809
	Iteration 22Q: 3 clusters Score -437808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -437808.062500 Penalty: 3998.653809
	Iteration 23Q: 3 clusters Score -437808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -437810.468750 Penalty: 3998.653809
	Iteration 24Q: 3 clusters Score -437810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -437811.750000 Penalty: 3998.653809
	Iteration 25Q: 3 clusters Score -437811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -437811.531250 Penalty: 3998.653809
	Iteration 26Q: 3 clusters Score -437811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -437813.250000 Penalty: 3998.653809
	Iteration 27Q: 3 clusters Score -437813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -437813.500000 Penalty: 3998.653809
	Iteration 28Q: 3 clusters Score -437813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -437814.937500 Penalty: 3998.653809
	Iteration 29Q: 3 clusters Score -437814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -437816.125000 Penalty: 3998.653809
	Iteration 30Q: 3 clusters Score -437816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -437816.125000 Penalty: 3998.653809
	Iteration 31F: 3 clusters Score -437816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41429.546875 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41429.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41761.132812 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41761.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41870.785156 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41870.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41936.113281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41936.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41998.574219 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41998.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42089.941406 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42089.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42184.378906 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42184.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42266.964844 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42266.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42312.503906 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42319.625000 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42319.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42330.699219 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42341.695312 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -42341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42366.089844 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -42366.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42382.125000 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -42382.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42390.511719 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -42390.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42393.925781 Penalty: 2916.744385
	Iteration 15F: 3 clusters Score -42393.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42403.855469 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -42403.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42403.855469 Penalty: 2916.744385
	Iteration 17F: 3 clusters Score -42403.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104975 members 
Entering Unmasked Estep 
Score: -16163813.000000 Penalty: 2867.246582
	Iteration 0F: 2 clusters Score -1.616381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -16094401.000000 Penalty: 5734.493164
	Iteration 0F: 3 clusters Score -1.60944e+07 nChanged 49709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -16122350.000000 Penalty: 5734.493164
	Iteration 1F: 3 clusters Score -1.612235e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -16123286.000000 Penalty: 5734.493164
	Iteration 2Q: 3 clusters Score -1.612329e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -16124679.000000 Penalty: 5734.493164
	Iteration 3Q: 3 clusters Score -1.612468e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -16126948.000000 Penalty: 5734.493164
	Iteration 4Q: 3 clusters Score -1.612695e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -16130554.000000 Penalty: 5734.493164
	Iteration 5F: 3 clusters Score -1.613055e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -16136385.000000 Penalty: 5734.493164
	Iteration 6F: 3 clusters Score -1.613638e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -16144546.000000 Penalty: 5734.493164
	Iteration 7F: 3 clusters Score -1.614455e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -16152444.000000 Penalty: 5734.493164
	Iteration 8F: 3 clusters Score -1.615244e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -16156372.000000 Penalty: 5734.493164
	Iteration 9F: 3 clusters Score -1.615637e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -16157990.000000 Penalty: 5734.493164
	Iteration 10Q: 3 clusters Score -1.615799e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -16158823.000000 Penalty: 5734.493164
	Iteration 11Q: 3 clusters Score -1.615882e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -16159456.000000 Penalty: 5734.493164
	Iteration 12Q: 3 clusters Score -1.615946e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -16159842.000000 Penalty: 5734.493164
	Iteration 13Q: 3 clusters Score -1.615984e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -16160222.000000 Penalty: 5734.493164
	Iteration 14Q: 3 clusters Score -1.616022e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -16160464.000000 Penalty: 5734.493164
	Iteration 15Q: 3 clusters Score -1.616046e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -16160589.000000 Penalty: 5734.493164
	Iteration 16Q: 3 clusters Score -1.616059e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -16160631.000000 Penalty: 5734.493164
	Iteration 17Q: 3 clusters Score -1.616063e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -16160757.000000 Penalty: 5734.493164
	Iteration 18Q: 3 clusters Score -1.616076e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -16160858.000000 Penalty: 5734.493164
	Iteration 19Q: 3 clusters Score -1.616086e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -16160942.000000 Penalty: 5734.493164
	Iteration 20F: 3 clusters Score -1.616094e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -16161041.000000 Penalty: 5734.493164
	Iteration 21Q: 3 clusters Score -1.616104e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -16161140.000000 Penalty: 5734.493164
	Iteration 22Q: 3 clusters Score -1.616114e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -16161161.000000 Penalty: 5734.493164
	Iteration 23Q: 3 clusters Score -1.616116e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -16161200.000000 Penalty: 5734.493164
	Iteration 24Q: 3 clusters Score -1.61612e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -16161273.000000 Penalty: 5734.493164
	Iteration 25Q: 3 clusters Score -1.616127e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -16161343.000000 Penalty: 5734.493164
	Iteration 26Q: 3 clusters Score -1.616134e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -16161362.000000 Penalty: 5734.493164
	Iteration 27Q: 3 clusters Score -1.616136e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -16161425.000000 Penalty: 5734.493164
	Iteration 28Q: 3 clusters Score -1.616142e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -16161485.000000 Penalty: 5734.493164
	Iteration 29Q: 3 clusters Score -1.616148e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -16161523.000000 Penalty: 5734.493164
	Iteration 30Q: 3 clusters Score -1.616152e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -16161555.000000 Penalty: 5734.493164
	Iteration 31Q: 3 clusters Score -1.616156e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -16161593.000000 Penalty: 5734.493164
	Iteration 32Q: 3 clusters Score -1.616159e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -16161591.000000 Penalty: 5734.493164
	Iteration 33Q: 3 clusters Score -1.616159e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -16161624.000000 Penalty: 5734.493164
	Iteration 34Q: 3 clusters Score -1.616162e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -16161659.000000 Penalty: 5734.493164
	Iteration 35Q: 3 clusters Score -1.616166e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -16161704.000000 Penalty: 5734.493164
	Iteration 36Q: 3 clusters Score -1.61617e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -16161701.000000 Penalty: 5734.493164
	Iteration 37Q: 3 clusters Score -1.61617e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -16161718.000000 Penalty: 5734.493164
	Iteration 38Q: 3 clusters Score -1.616172e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -16161740.000000 Penalty: 5734.493164
	Iteration 39Q: 3 clusters Score -1.616174e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -16161754.000000 Penalty: 5734.493164
	Iteration 40F: 3 clusters Score -1.616175e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -16161728.000000 Penalty: 5734.493164
	Iteration 41Q: 3 clusters Score -1.616173e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -16161725.000000 Penalty: 5734.493164
	Iteration 42Q: 3 clusters Score -1.616172e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -16161749.000000 Penalty: 5734.493164
	Iteration 43Q: 3 clusters Score -1.616175e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -16161788.000000 Penalty: 5734.493164
	Iteration 44Q: 3 clusters Score -1.616179e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -16161775.000000 Penalty: 5734.493164
	Iteration 45Q: 3 clusters Score -1.616178e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -16161768.000000 Penalty: 5734.493164
	Iteration 46Q: 3 clusters Score -1.616177e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -16161744.000000 Penalty: 5734.493164
	Iteration 47Q: 3 clusters Score -1.616174e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -16161772.000000 Penalty: 5734.493164
	Iteration 48Q: 3 clusters Score -1.616177e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -16161761.000000 Penalty: 5734.493164
	Iteration 49Q: 3 clusters Score -1.616176e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -16161833.000000 Penalty: 5734.493164
	Iteration 50Q: 3 clusters Score -1.616183e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -16161882.000000 Penalty: 5734.493164
	Iteration 51Q: 3 clusters Score -1.616188e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -16161887.000000 Penalty: 5734.493164
	Iteration 52Q: 3 clusters Score -1.616189e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -16161919.000000 Penalty: 5734.493164
	Iteration 53Q: 3 clusters Score -1.616192e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -16161915.000000 Penalty: 5734.493164
	Iteration 54Q: 3 clusters Score -1.616192e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -16161924.000000 Penalty: 5734.493164
	Iteration 55Q: 3 clusters Score -1.616192e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -16161942.000000 Penalty: 5734.493164
	Iteration 56Q: 3 clusters Score -1.616194e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -16161953.000000 Penalty: 5734.493164
	Iteration 57Q: 3 clusters Score -1.616195e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -16161975.000000 Penalty: 5734.493164
	Iteration 58Q: 3 clusters Score -1.616198e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -16161996.000000 Penalty: 5734.493164
	Iteration 59Q: 3 clusters Score -1.6162e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -16162016.000000 Penalty: 5734.493164
	Iteration 60F: 3 clusters Score -1.616202e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -16162044.000000 Penalty: 5734.493164
	Iteration 61Q: 3 clusters Score -1.616204e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -16162074.000000 Penalty: 5734.493164
	Iteration 62Q: 3 clusters Score -1.616207e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -16162111.000000 Penalty: 5734.493164
	Iteration 63Q: 3 clusters Score -1.616211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -16162156.000000 Penalty: 5734.493164
	Iteration 64Q: 3 clusters Score -1.616216e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -16162161.000000 Penalty: 5734.493164
	Iteration 65Q: 3 clusters Score -1.616216e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -16162158.000000 Penalty: 5734.493164
	Iteration 66Q: 3 clusters Score -1.616216e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -16162160.000000 Penalty: 5734.493164
	Iteration 67Q: 3 clusters Score -1.616216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -16162145.000000 Penalty: 5734.493164
	Iteration 68Q: 3 clusters Score -1.616214e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -16162148.000000 Penalty: 5734.493164
	Iteration 69Q: 3 clusters Score -1.616215e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -16162140.000000 Penalty: 5734.493164
	Iteration 70Q: 3 clusters Score -1.616214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -16162149.000000 Penalty: 5734.493164
	Iteration 71Q: 3 clusters Score -1.616215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -16162160.000000 Penalty: 5734.493164
	Iteration 72Q: 3 clusters Score -1.616216e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -16162145.000000 Penalty: 5734.493164
	Iteration 73Q: 3 clusters Score -1.616214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -16162154.000000 Penalty: 5734.493164
	Iteration 74Q: 3 clusters Score -1.616215e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -16162188.000000 Penalty: 5734.493164
	Iteration 75Q: 3 clusters Score -1.616219e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -16162197.000000 Penalty: 5734.493164
	Iteration 76Q: 3 clusters Score -1.61622e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -16162222.000000 Penalty: 5734.493164
	Iteration 77Q: 3 clusters Score -1.616222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -16162233.000000 Penalty: 5734.493164
	Iteration 78Q: 3 clusters Score -1.616223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -16162249.000000 Penalty: 5734.493164
	Iteration 79Q: 3 clusters Score -1.616225e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -16162261.000000 Penalty: 5734.493164
	Iteration 80F: 3 clusters Score -1.616226e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -16162278.000000 Penalty: 5734.493164
	Iteration 81Q: 3 clusters Score -1.616228e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -16162261.000000 Penalty: 5734.493164
	Iteration 82Q: 3 clusters Score -1.616226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -16162275.000000 Penalty: 5734.493164
	Iteration 83Q: 3 clusters Score -1.616228e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -16162303.000000 Penalty: 5734.493164
	Iteration 84Q: 3 clusters Score -1.61623e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 94516 members 
Entering Unmasked Estep 
Score: -16162274.000000 Penalty: 5734.493164
	Iteration 85Q: 3 clusters Score -1.616227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -16162280.000000 Penalty: 5734.493164
	Iteration 86Q: 3 clusters Score -1.616228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -16162266.000000 Penalty: 5734.493164
	Iteration 87Q: 3 clusters Score -1.616227e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -16162252.000000 Penalty: 5734.493164
	Iteration 88Q: 3 clusters Score -1.616225e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -16162266.000000 Penalty: 5734.493164
	Iteration 89Q: 3 clusters Score -1.616227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -16162271.000000 Penalty: 5734.493164
	Iteration 90Q: 3 clusters Score -1.616227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -16162305.000000 Penalty: 5734.493164
	Iteration 91Q: 3 clusters Score -1.61623e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -16162280.000000 Penalty: 5734.493164
	Iteration 92Q: 3 clusters Score -1.616228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -16162289.000000 Penalty: 5734.493164
	Iteration 93Q: 3 clusters Score -1.616229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -16162274.000000 Penalty: 5734.493164
	Iteration 94Q: 3 clusters Score -1.616227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -16162279.000000 Penalty: 5734.493164
	Iteration 95Q: 3 clusters Score -1.616228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -16162293.000000 Penalty: 5734.493164
	Iteration 96Q: 3 clusters Score -1.616229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -16162295.000000 Penalty: 5734.493164
	Iteration 97Q: 3 clusters Score -1.61623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -16162297.000000 Penalty: 5734.493164
	Iteration 98Q: 3 clusters Score -1.61623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -16162306.000000 Penalty: 5734.493164
	Iteration 99Q: 3 clusters Score -1.616231e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -16162299.000000 Penalty: 5734.493164
	Iteration 100F: 3 clusters Score -1.61623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -16162319.000000 Penalty: 5734.493164
	Iteration 101Q: 3 clusters Score -1.616232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -16162322.000000 Penalty: 5734.493164
	Iteration 102Q: 3 clusters Score -1.616232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -16162329.000000 Penalty: 5734.493164
	Iteration 103Q: 3 clusters Score -1.616233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -16162361.000000 Penalty: 5734.493164
	Iteration 104Q: 3 clusters Score -1.616236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -16162330.000000 Penalty: 5734.493164
	Iteration 105Q: 3 clusters Score -1.616233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -16162331.000000 Penalty: 5734.493164
	Iteration 106Q: 3 clusters Score -1.616233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -16162333.000000 Penalty: 5734.493164
	Iteration 107Q: 3 clusters Score -1.616233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -16162342.000000 Penalty: 5734.493164
	Iteration 108Q: 3 clusters Score -1.616234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -16162355.000000 Penalty: 5734.493164
	Iteration 109Q: 3 clusters Score -1.616236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -16162380.000000 Penalty: 5734.493164
	Iteration 110Q: 3 clusters Score -1.616238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -16162372.000000 Penalty: 5734.493164
	Iteration 111Q: 3 clusters Score -1.616237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -16162384.000000 Penalty: 5734.493164
	Iteration 112Q: 3 clusters Score -1.616238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -16162404.000000 Penalty: 5734.493164
	Iteration 113Q: 3 clusters Score -1.61624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -16162417.000000 Penalty: 5734.493164
	Iteration 114Q: 3 clusters Score -1.616242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -16162409.000000 Penalty: 5734.493164
	Iteration 115Q: 3 clusters Score -1.616241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -16162405.000000 Penalty: 5734.493164
	Iteration 116Q: 3 clusters Score -1.61624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -16162392.000000 Penalty: 5734.493164
	Iteration 117Q: 3 clusters Score -1.616239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
Score: -16162397.000000 Penalty: 5734.493164
	Iteration 118Q: 3 clusters Score -1.61624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -16162395.000000 Penalty: 5734.493164
	Iteration 119Q: 3 clusters Score -1.61624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -16162388.000000 Penalty: 5734.493164
	Iteration 120F: 3 clusters Score -1.616239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -16162406.000000 Penalty: 5734.493164
	Iteration 121Q: 3 clusters Score -1.616241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -16162398.000000 Penalty: 5734.493164
	Iteration 122Q: 3 clusters Score -1.61624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -16162416.000000 Penalty: 5734.493164
	Iteration 123Q: 3 clusters Score -1.616242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -16162416.000000 Penalty: 5734.493164
	Iteration 124Q: 3 clusters Score -1.616242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -16162407.000000 Penalty: 5734.493164
	Iteration 125Q: 3 clusters Score -1.616241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -16162401.000000 Penalty: 5734.493164
	Iteration 126Q: 3 clusters Score -1.61624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -16162411.000000 Penalty: 5734.493164
	Iteration 127Q: 3 clusters Score -1.616241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -16162408.000000 Penalty: 5734.493164
	Iteration 128Q: 3 clusters Score -1.616241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -16162414.000000 Penalty: 5734.493164
	Iteration 129Q: 3 clusters Score -1.616241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -16162415.000000 Penalty: 5734.493164
	Iteration 130Q: 3 clusters Score -1.616242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -16162420.000000 Penalty: 5734.493164
	Iteration 131Q: 3 clusters Score -1.616242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -16162410.000000 Penalty: 5734.493164
	Iteration 132Q: 3 clusters Score -1.616241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -16162414.000000 Penalty: 5734.493164
	Iteration 133Q: 3 clusters Score -1.616241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -16162414.000000 Penalty: 5734.493164
	Iteration 134F: 3 clusters Score -1.616241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -314109.906250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -314109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -311421.687500 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -311421.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -311935.875000 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -311935.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -312090.000000 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -312090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -312181.031250 Penalty: 3778.896240
	Iteration 3Q: 3 clusters Score -312181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -312238.062500 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -312238.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -312270.843750 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -312270.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -312295.968750 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -312296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -312325.781250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -312325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -312347.343750 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -312347.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -312365.937500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -312365.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -312379.656250 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -312379.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -312389.937500 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -312389.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -312401.375000 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -312401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -312407.343750 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -312407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -312411.968750 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -312412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -312413.906250 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -312413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -312415.156250 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -312415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -312417.687500 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -312417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -312417.687500 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -312417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -312418.468750 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -312418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -312419.125000 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -312419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -312421.031250 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -312421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -312421.406250 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -312421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -312421.375000 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -312421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -312421.375000 Penalty: 3778.896240
	Iteration 24F: 3 clusters Score -312421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -749598.062500 Penalty: 2116.444336
	Iteration 0F: 2 clusters Score -749598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -745074.687500 Penalty: 4232.888672
	Iteration 0F: 3 clusters Score -745074.7 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -746205.250000 Penalty: 4232.888672
	Iteration 1F: 3 clusters Score -746205.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -746514.500000 Penalty: 4232.888672
	Iteration 2F: 3 clusters Score -746514.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -746772.937500 Penalty: 4232.888672
	Iteration 3F: 3 clusters Score -746772.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -747036.437500 Penalty: 4232.888672
	Iteration 4F: 3 clusters Score -747036.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -747272.312500 Penalty: 4232.888672
	Iteration 5F: 3 clusters Score -747272.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -747474.687500 Penalty: 4232.888672
	Iteration 6F: 3 clusters Score -747474.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -747653.937500 Penalty: 4232.888672
	Iteration 7Q: 3 clusters Score -747653.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -747815.187500 Penalty: 4232.888672
	Iteration 8Q: 3 clusters Score -747815.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -747939.625000 Penalty: 4232.888672
	Iteration 9Q: 3 clusters Score -747939.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -748010.500000 Penalty: 4232.888672
	Iteration 10Q: 3 clusters Score -748010.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -748069.625000 Penalty: 4232.888672
	Iteration 11Q: 3 clusters Score -748069.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -748113.687500 Penalty: 4232.888672
	Iteration 12Q: 3 clusters Score -748113.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -748146.750000 Penalty: 4232.888672
	Iteration 13Q: 3 clusters Score -748146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -748161.687500 Penalty: 4232.888672
	Iteration 14Q: 3 clusters Score -748161.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -748183.500000 Penalty: 4232.888672
	Iteration 15Q: 3 clusters Score -748183.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -748203.375000 Penalty: 4232.888672
	Iteration 16Q: 3 clusters Score -748203.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -748221.562500 Penalty: 4232.888672
	Iteration 17Q: 3 clusters Score -748221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -748229.375000 Penalty: 4232.888672
	Iteration 18Q: 3 clusters Score -748229.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -748234.437500 Penalty: 4232.888672
	Iteration 19Q: 3 clusters Score -748234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -748238.375000 Penalty: 4232.888672
	Iteration 20F: 3 clusters Score -748238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -748238.625000 Penalty: 4232.888672
	Iteration 21Q: 3 clusters Score -748238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -748240.500000 Penalty: 4232.888672
	Iteration 22Q: 3 clusters Score -748240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -748241.000000 Penalty: 4232.888672
	Iteration 23Q: 3 clusters Score -748241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -748244.500000 Penalty: 4232.888672
	Iteration 24Q: 3 clusters Score -748244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -748248.250000 Penalty: 4232.888672
	Iteration 25Q: 3 clusters Score -748248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -748249.875000 Penalty: 4232.888672
	Iteration 26Q: 3 clusters Score -748249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -748254.250000 Penalty: 4232.888672
	Iteration 27Q: 3 clusters Score -748254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -748255.687500 Penalty: 4232.888672
	Iteration 28Q: 3 clusters Score -748255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -748261.062500 Penalty: 4232.888672
	Iteration 29Q: 3 clusters Score -748261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -748265.375000 Penalty: 4232.888672
	Iteration 30Q: 3 clusters Score -748265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -748265.812500 Penalty: 4232.888672
	Iteration 31Q: 3 clusters Score -748265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -748270.875000 Penalty: 4232.888672
	Iteration 32Q: 3 clusters Score -748270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -748272.250000 Penalty: 4232.888672
	Iteration 33Q: 3 clusters Score -748272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -748274.375000 Penalty: 4232.888672
	Iteration 34Q: 3 clusters Score -748274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -748275.125000 Penalty: 4232.888672
	Iteration 35Q: 3 clusters Score -748275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -748274.625000 Penalty: 4232.888672
	Iteration 36Q: 3 clusters Score -748274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -748274.625000 Penalty: 4232.888672
	Iteration 37F: 3 clusters Score -748274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Entering Unmasked Estep 
Score: -16554814.000000 Penalty: 2872.251221
	Iteration 0F: 2 clusters Score -1.655481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -16485690.000000 Penalty: 5744.502441
	Iteration 0F: 3 clusters Score -1.648569e+07 nChanged 50532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -16514811.000000 Penalty: 5744.502441
	Iteration 1F: 3 clusters Score -1.651481e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -16515636.000000 Penalty: 5744.502441
	Iteration 2Q: 3 clusters Score -1.651564e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -16516610.000000 Penalty: 5744.502441
	Iteration 3Q: 3 clusters Score -1.651661e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -16517677.000000 Penalty: 5744.502441
	Iteration 4Q: 3 clusters Score -1.651768e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -16519190.000000 Penalty: 5744.502441
	Iteration 5Q: 3 clusters Score -1.651919e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -16520807.000000 Penalty: 5744.502441
	Iteration 6Q: 3 clusters Score -1.652081e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -16522883.000000 Penalty: 5744.502441
	Iteration 7Q: 3 clusters Score -1.652288e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -16525498.000000 Penalty: 5744.502441
	Iteration 8Q: 3 clusters Score -1.65255e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -16528354.000000 Penalty: 5744.502441
	Iteration 9F: 3 clusters Score -1.652835e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -16531297.000000 Penalty: 5744.502441
	Iteration 10F: 3 clusters Score -1.65313e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -16533628.000000 Penalty: 5744.502441
	Iteration 11Q: 3 clusters Score -1.653363e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -16535572.000000 Penalty: 5744.502441
	Iteration 12Q: 3 clusters Score -1.653557e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -16537256.000000 Penalty: 5744.502441
	Iteration 13Q: 3 clusters Score -1.653726e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -16538559.000000 Penalty: 5744.502441
	Iteration 14Q: 3 clusters Score -1.653856e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -16539565.000000 Penalty: 5744.502441
	Iteration 15Q: 3 clusters Score -1.653956e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -16540201.000000 Penalty: 5744.502441
	Iteration 16Q: 3 clusters Score -1.65402e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -16540594.000000 Penalty: 5744.502441
	Iteration 17Q: 3 clusters Score -1.654059e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -16540786.000000 Penalty: 5744.502441
	Iteration 18Q: 3 clusters Score -1.654079e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -16540967.000000 Penalty: 5744.502441
	Iteration 19Q: 3 clusters Score -1.654097e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -16541095.000000 Penalty: 5744.502441
	Iteration 20F: 3 clusters Score -1.65411e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -16541113.000000 Penalty: 5744.502441
	Iteration 21Q: 3 clusters Score -1.654111e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -16541251.000000 Penalty: 5744.502441
	Iteration 22Q: 3 clusters Score -1.654125e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -16541373.000000 Penalty: 5744.502441
	Iteration 23Q: 3 clusters Score -1.654137e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -16541406.000000 Penalty: 5744.502441
	Iteration 24Q: 3 clusters Score -1.654141e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -16541453.000000 Penalty: 5744.502441
	Iteration 25Q: 3 clusters Score -1.654145e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -16541563.000000 Penalty: 5744.502441
	Iteration 26Q: 3 clusters Score -1.654156e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -16541623.000000 Penalty: 5744.502441
	Iteration 27Q: 3 clusters Score -1.654162e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -16541715.000000 Penalty: 5744.502441
	Iteration 28Q: 3 clusters Score -1.654172e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -16541908.000000 Penalty: 5744.502441
	Iteration 29Q: 3 clusters Score -1.654191e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -16542089.000000 Penalty: 5744.502441
	Iteration 30Q: 3 clusters Score -1.654209e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -16542178.000000 Penalty: 5744.502441
	Iteration 31Q: 3 clusters Score -1.654218e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -16542295.000000 Penalty: 5744.502441
	Iteration 32Q: 3 clusters Score -1.65423e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -16542448.000000 Penalty: 5744.502441
	Iteration 33Q: 3 clusters Score -1.654245e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -16542610.000000 Penalty: 5744.502441
	Iteration 34Q: 3 clusters Score -1.654261e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -16542667.000000 Penalty: 5744.502441
	Iteration 35Q: 3 clusters Score -1.654267e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -16542757.000000 Penalty: 5744.502441
	Iteration 36Q: 3 clusters Score -1.654276e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -16542803.000000 Penalty: 5744.502441
	Iteration 37Q: 3 clusters Score -1.65428e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -16542905.000000 Penalty: 5744.502441
	Iteration 38Q: 3 clusters Score -1.65429e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -16542966.000000 Penalty: 5744.502441
	Iteration 39Q: 3 clusters Score -1.654297e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -16543021.000000 Penalty: 5744.502441
	Iteration 40F: 3 clusters Score -1.654302e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -16543147.000000 Penalty: 5744.502441
	Iteration 41Q: 3 clusters Score -1.654315e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -16543238.000000 Penalty: 5744.502441
	Iteration 42Q: 3 clusters Score -1.654324e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -16543317.000000 Penalty: 5744.502441
	Iteration 43Q: 3 clusters Score -1.654332e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -16543356.000000 Penalty: 5744.502441
	Iteration 44Q: 3 clusters Score -1.654336e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -16543444.000000 Penalty: 5744.502441
	Iteration 45Q: 3 clusters Score -1.654344e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -16543459.000000 Penalty: 5744.502441
	Iteration 46Q: 3 clusters Score -1.654346e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -16543532.000000 Penalty: 5744.502441
	Iteration 47Q: 3 clusters Score -1.654353e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -16543576.000000 Penalty: 5744.502441
	Iteration 48Q: 3 clusters Score -1.654358e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -16543643.000000 Penalty: 5744.502441
	Iteration 49Q: 3 clusters Score -1.654364e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -16543682.000000 Penalty: 5744.502441
	Iteration 50Q: 3 clusters Score -1.654368e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -16543719.000000 Penalty: 5744.502441
	Iteration 51Q: 3 clusters Score -1.654372e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -16543739.000000 Penalty: 5744.502441
	Iteration 52Q: 3 clusters Score -1.654374e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -16543794.000000 Penalty: 5744.502441
	Iteration 53Q: 3 clusters Score -1.654379e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -16543832.000000 Penalty: 5744.502441
	Iteration 54Q: 3 clusters Score -1.654383e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -16543834.000000 Penalty: 5744.502441
	Iteration 55Q: 3 clusters Score -1.654383e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -16543850.000000 Penalty: 5744.502441
	Iteration 56Q: 3 clusters Score -1.654385e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -16543874.000000 Penalty: 5744.502441
	Iteration 57Q: 3 clusters Score -1.654387e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -16543899.000000 Penalty: 5744.502441
	Iteration 58Q: 3 clusters Score -1.65439e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -16543876.000000 Penalty: 5744.502441
	Iteration 59Q: 3 clusters Score -1.654388e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -16543917.000000 Penalty: 5744.502441
	Iteration 60F: 3 clusters Score -1.654392e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -16543892.000000 Penalty: 5744.502441
	Iteration 61Q: 3 clusters Score -1.654389e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -16543884.000000 Penalty: 5744.502441
	Iteration 62Q: 3 clusters Score -1.654388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -16543909.000000 Penalty: 5744.502441
	Iteration 63Q: 3 clusters Score -1.654391e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -16543920.000000 Penalty: 5744.502441
	Iteration 64Q: 3 clusters Score -1.654392e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -16543915.000000 Penalty: 5744.502441
	Iteration 65Q: 3 clusters Score -1.654392e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -16543898.000000 Penalty: 5744.502441
	Iteration 66Q: 3 clusters Score -1.65439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -16543898.000000 Penalty: 5744.502441
	Iteration 67Q: 3 clusters Score -1.65439e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -16543891.000000 Penalty: 5744.502441
	Iteration 68Q: 3 clusters Score -1.654389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -16543869.000000 Penalty: 5744.502441
	Iteration 69Q: 3 clusters Score -1.654387e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -16543895.000000 Penalty: 5744.502441
	Iteration 70Q: 3 clusters Score -1.65439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -16543899.000000 Penalty: 5744.502441
	Iteration 71Q: 3 clusters Score -1.65439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -16543901.000000 Penalty: 5744.502441
	Iteration 72Q: 3 clusters Score -1.65439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -16543916.000000 Penalty: 5744.502441
	Iteration 73Q: 3 clusters Score -1.654392e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -16543915.000000 Penalty: 5744.502441
	Iteration 74Q: 3 clusters Score -1.654392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -16543904.000000 Penalty: 5744.502441
	Iteration 75Q: 3 clusters Score -1.65439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -16543919.000000 Penalty: 5744.502441
	Iteration 76Q: 3 clusters Score -1.654392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -16543924.000000 Penalty: 5744.502441
	Iteration 77Q: 3 clusters Score -1.654392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -16543921.000000 Penalty: 5744.502441
	Iteration 78Q: 3 clusters Score -1.654392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -16543898.000000 Penalty: 5744.502441
	Iteration 79Q: 3 clusters Score -1.65439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -16543910.000000 Penalty: 5744.502441
	Iteration 80F: 3 clusters Score -1.654391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -16543898.000000 Penalty: 5744.502441
	Iteration 81Q: 3 clusters Score -1.65439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -16543920.000000 Penalty: 5744.502441
	Iteration 82Q: 3 clusters Score -1.654392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -16543917.000000 Penalty: 5744.502441
	Iteration 83Q: 3 clusters Score -1.654392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -16543926.000000 Penalty: 5744.502441
	Iteration 84Q: 3 clusters Score -1.654393e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -16543945.000000 Penalty: 5744.502441
	Iteration 85Q: 3 clusters Score -1.654394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -16543948.000000 Penalty: 5744.502441
	Iteration 86Q: 3 clusters Score -1.654395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -16543921.000000 Penalty: 5744.502441
	Iteration 87Q: 3 clusters Score -1.654392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -16543922.000000 Penalty: 5744.502441
	Iteration 88Q: 3 clusters Score -1.654392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -16543951.000000 Penalty: 5744.502441
	Iteration 89Q: 3 clusters Score -1.654395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -16543937.000000 Penalty: 5744.502441
	Iteration 90Q: 3 clusters Score -1.654394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -16543923.000000 Penalty: 5744.502441
	Iteration 91Q: 3 clusters Score -1.654392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -16543929.000000 Penalty: 5744.502441
	Iteration 92Q: 3 clusters Score -1.654393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -16543936.000000 Penalty: 5744.502441
	Iteration 93Q: 3 clusters Score -1.654394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -16543936.000000 Penalty: 5744.502441
	Iteration 94Q: 3 clusters Score -1.654394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -16543932.000000 Penalty: 5744.502441
	Iteration 95Q: 3 clusters Score -1.654393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -16543933.000000 Penalty: 5744.502441
	Iteration 96Q: 3 clusters Score -1.654393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -16543936.000000 Penalty: 5744.502441
	Iteration 97Q: 3 clusters Score -1.654394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -16543939.000000 Penalty: 5744.502441
	Iteration 98Q: 3 clusters Score -1.654394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -16543941.000000 Penalty: 5744.502441
	Iteration 99Q: 3 clusters Score -1.654394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -16543938.000000 Penalty: 5744.502441
	Iteration 100F: 3 clusters Score -1.654394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -16543948.000000 Penalty: 5744.502441
	Iteration 101Q: 3 clusters Score -1.654395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -16543934.000000 Penalty: 5744.502441
	Iteration 102Q: 3 clusters Score -1.654393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -16543935.000000 Penalty: 5744.502441
	Iteration 103Q: 3 clusters Score -1.654394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -16543938.000000 Penalty: 5744.502441
	Iteration 104Q: 3 clusters Score -1.654394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -16543941.000000 Penalty: 5744.502441
	Iteration 105Q: 3 clusters Score -1.654394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -16543949.000000 Penalty: 5744.502441
	Iteration 106Q: 3 clusters Score -1.654395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -16543940.000000 Penalty: 5744.502441
	Iteration 107Q: 3 clusters Score -1.654394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -16543941.000000 Penalty: 5744.502441
	Iteration 108Q: 3 clusters Score -1.654394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -16543947.000000 Penalty: 5744.502441
	Iteration 109Q: 3 clusters Score -1.654395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -16543951.000000 Penalty: 5744.502441
	Iteration 110Q: 3 clusters Score -1.654395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -16543962.000000 Penalty: 5744.502441
	Iteration 111Q: 3 clusters Score -1.654396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -16543963.000000 Penalty: 5744.502441
	Iteration 112Q: 3 clusters Score -1.654396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -16543958.000000 Penalty: 5744.502441
	Iteration 113Q: 3 clusters Score -1.654396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -16543959.000000 Penalty: 5744.502441
	Iteration 114Q: 3 clusters Score -1.654396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -16543959.000000 Penalty: 5744.502441
	Iteration 115F: 3 clusters Score -1.654396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Entering Unmasked Estep 
Score: -15300366.000000 Penalty: 2853.994629
	Iteration 0F: 2 clusters Score -1.530037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -15236180.000000 Penalty: 5707.989258
	Iteration 0F: 3 clusters Score -1.523618e+07 nChanged 47213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -15263620.000000 Penalty: 5707.989258
	Iteration 1F: 3 clusters Score -1.526362e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -15265048.000000 Penalty: 5707.989258
	Iteration 2Q: 3 clusters Score -1.526505e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -15266787.000000 Penalty: 5707.989258
	Iteration 3Q: 3 clusters Score -1.526679e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -15269397.000000 Penalty: 5707.989258
	Iteration 4F: 3 clusters Score -1.52694e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -15273126.000000 Penalty: 5707.989258
	Iteration 5F: 3 clusters Score -1.527313e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -15277392.000000 Penalty: 5707.989258
	Iteration 6F: 3 clusters Score -1.527739e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -15282138.000000 Penalty: 5707.989258
	Iteration 7F: 3 clusters Score -1.528214e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -15286561.000000 Penalty: 5707.989258
	Iteration 8F: 3 clusters Score -1.528656e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -15290565.000000 Penalty: 5707.989258
	Iteration 9Q: 3 clusters Score -1.529056e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -15293638.000000 Penalty: 5707.989258
	Iteration 10Q: 3 clusters Score -1.529364e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -15295766.000000 Penalty: 5707.989258
	Iteration 11Q: 3 clusters Score -1.529577e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -15297169.000000 Penalty: 5707.989258
	Iteration 12Q: 3 clusters Score -1.529717e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -15297989.000000 Penalty: 5707.989258
	Iteration 13Q: 3 clusters Score -1.529799e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -15298326.000000 Penalty: 5707.989258
	Iteration 14Q: 3 clusters Score -1.529833e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -15298635.000000 Penalty: 5707.989258
	Iteration 15Q: 3 clusters Score -1.529864e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -15298789.000000 Penalty: 5707.989258
	Iteration 16Q: 3 clusters Score -1.529879e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -15298892.000000 Penalty: 5707.989258
	Iteration 17Q: 3 clusters Score -1.529889e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -15299001.000000 Penalty: 5707.989258
	Iteration 18Q: 3 clusters Score -1.5299e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -15299039.000000 Penalty: 5707.989258
	Iteration 19Q: 3 clusters Score -1.529904e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -15299066.000000 Penalty: 5707.989258
	Iteration 20F: 3 clusters Score -1.529907e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -15299119.000000 Penalty: 5707.989258
	Iteration 21Q: 3 clusters Score -1.529912e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -15299105.000000 Penalty: 5707.989258
	Iteration 22Q: 3 clusters Score -1.52991e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -15299059.000000 Penalty: 5707.989258
	Iteration 23Q: 3 clusters Score -1.529906e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -15299075.000000 Penalty: 5707.989258
	Iteration 24Q: 3 clusters Score -1.529908e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -15299070.000000 Penalty: 5707.989258
	Iteration 25Q: 3 clusters Score -1.529907e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -15299062.000000 Penalty: 5707.989258
	Iteration 26Q: 3 clusters Score -1.529906e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -15299091.000000 Penalty: 5707.989258
	Iteration 27Q: 3 clusters Score -1.529909e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -15299084.000000 Penalty: 5707.989258
	Iteration 28Q: 3 clusters Score -1.529908e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -15299050.000000 Penalty: 5707.989258
	Iteration 29Q: 3 clusters Score -1.529905e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -15298999.000000 Penalty: 5707.989258
	Iteration 30Q: 3 clusters Score -1.5299e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -15298986.000000 Penalty: 5707.989258
	Iteration 31Q: 3 clusters Score -1.529899e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -15298979.000000 Penalty: 5707.989258
	Iteration 32Q: 3 clusters Score -1.529898e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -15298994.000000 Penalty: 5707.989258
	Iteration 33Q: 3 clusters Score -1.529899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -15298972.000000 Penalty: 5707.989258
	Iteration 34Q: 3 clusters Score -1.529897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15298962.000000 Penalty: 5707.989258
	Iteration 35Q: 3 clusters Score -1.529896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 97095 members 
Entering Unmasked Estep 
Score: -15298984.000000 Penalty: 5707.989258
	Iteration 36Q: 3 clusters Score -1.529898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -15298995.000000 Penalty: 5707.989258
	Iteration 37Q: 3 clusters Score -1.5299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -15298984.000000 Penalty: 5707.989258
	Iteration 38Q: 3 clusters Score -1.529898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -15298965.000000 Penalty: 5707.989258
	Iteration 39Q: 3 clusters Score -1.529896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -15298955.000000 Penalty: 5707.989258
	Iteration 40F: 3 clusters Score -1.529896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -15298966.000000 Penalty: 5707.989258
	Iteration 41Q: 3 clusters Score -1.529897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 97253 members 
Entering Unmasked Estep 
Score: -15298961.000000 Penalty: 5707.989258
	Iteration 42Q: 3 clusters Score -1.529896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -15298969.000000 Penalty: 5707.989258
	Iteration 43Q: 3 clusters Score -1.529897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -15298983.000000 Penalty: 5707.989258
	Iteration 44Q: 3 clusters Score -1.529898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -15298978.000000 Penalty: 5707.989258
	Iteration 45Q: 3 clusters Score -1.529898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -15298965.000000 Penalty: 5707.989258
	Iteration 46Q: 3 clusters Score -1.529896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -15298955.000000 Penalty: 5707.989258
	Iteration 47Q: 3 clusters Score -1.529896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -15298950.000000 Penalty: 5707.989258
	Iteration 48Q: 3 clusters Score -1.529895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -15298957.000000 Penalty: 5707.989258
	Iteration 49Q: 3 clusters Score -1.529896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -15298964.000000 Penalty: 5707.989258
	Iteration 50Q: 3 clusters Score -1.529896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -15298956.000000 Penalty: 5707.989258
	Iteration 51Q: 3 clusters Score -1.529896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -15298958.000000 Penalty: 5707.989258
	Iteration 52Q: 3 clusters Score -1.529896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -15298957.000000 Penalty: 5707.989258
	Iteration 53Q: 3 clusters Score -1.529896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -15298963.000000 Penalty: 5707.989258
	Iteration 54Q: 3 clusters Score -1.529896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -15298964.000000 Penalty: 5707.989258
	Iteration 55Q: 3 clusters Score -1.529896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -15298961.000000 Penalty: 5707.989258
	Iteration 56Q: 3 clusters Score -1.529896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -15298951.000000 Penalty: 5707.989258
	Iteration 57Q: 3 clusters Score -1.529895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -15298957.000000 Penalty: 5707.989258
	Iteration 58Q: 3 clusters Score -1.529896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -15298957.000000 Penalty: 5707.989258
	Iteration 59Q: 3 clusters Score -1.529896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -15298956.000000 Penalty: 5707.989258
	Iteration 60F: 3 clusters Score -1.529896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Entering Unmasked Estep 
Score: -7055202.500000 Penalty: 2668.270996
	Iteration 0F: 2 clusters Score -7055202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -7023430.500000 Penalty: 5336.541992
	Iteration 0F: 3 clusters Score -7023430 nChanged 21766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7035735.500000 Penalty: 5336.541992
	Iteration 1F: 3 clusters Score -7035736 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7036528.500000 Penalty: 5336.541992
	Iteration 2Q: 3 clusters Score -7036528 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -7037317.500000 Penalty: 5336.541992
	Iteration 3Q: 3 clusters Score -7037318 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -7038401.500000 Penalty: 5336.541992
	Iteration 4Q: 3 clusters Score -7038402 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -7039775.500000 Penalty: 5336.541992
	Iteration 5F: 3 clusters Score -7039776 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -7041635.000000 Penalty: 5336.541992
	Iteration 6F: 3 clusters Score -7041635 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -7043894.000000 Penalty: 5336.541992
	Iteration 7F: 3 clusters Score -7043894 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -7046150.000000 Penalty: 5336.541992
	Iteration 8F: 3 clusters Score -7046150 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7047998.500000 Penalty: 5336.541992
	Iteration 9Q: 3 clusters Score -7047998 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -7049326.000000 Penalty: 5336.541992
	Iteration 10Q: 3 clusters Score -7049326 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7050198.500000 Penalty: 5336.541992
	Iteration 11Q: 3 clusters Score -7050198 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7050779.500000 Penalty: 5336.541992
	Iteration 12Q: 3 clusters Score -7050780 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7051269.000000 Penalty: 5336.541992
	Iteration 13Q: 3 clusters Score -7051269 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7051595.500000 Penalty: 5336.541992
	Iteration 14Q: 3 clusters Score -7051596 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7051908.000000 Penalty: 5336.541992
	Iteration 15Q: 3 clusters Score -7051908 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7052157.000000 Penalty: 5336.541992
	Iteration 16Q: 3 clusters Score -7052157 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7052365.500000 Penalty: 5336.541992
	Iteration 17Q: 3 clusters Score -7052366 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7052495.000000 Penalty: 5336.541992
	Iteration 18Q: 3 clusters Score -7052495 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7052601.500000 Penalty: 5336.541992
	Iteration 19Q: 3 clusters Score -7052602 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7052697.000000 Penalty: 5336.541992
	Iteration 20F: 3 clusters Score -7052697 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7052791.000000 Penalty: 5336.541992
	Iteration 21Q: 3 clusters Score -7052791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7052855.500000 Penalty: 5336.541992
	Iteration 22Q: 3 clusters Score -7052856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7052889.000000 Penalty: 5336.541992
	Iteration 23Q: 3 clusters Score -7052889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7052890.500000 Penalty: 5336.541992
	Iteration 24Q: 3 clusters Score -7052890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7052907.500000 Penalty: 5336.541992
	Iteration 25Q: 3 clusters Score -7052908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7052920.000000 Penalty: 5336.541992
	Iteration 26Q: 3 clusters Score -7052920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7052926.000000 Penalty: 5336.541992
	Iteration 27Q: 3 clusters Score -7052926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7052934.500000 Penalty: 5336.541992
	Iteration 28Q: 3 clusters Score -7052934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7052953.500000 Penalty: 5336.541992
	Iteration 29Q: 3 clusters Score -7052954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7052957.000000 Penalty: 5336.541992
	Iteration 30Q: 3 clusters Score -7052957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7052966.000000 Penalty: 5336.541992
	Iteration 31Q: 3 clusters Score -7052966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7052961.000000 Penalty: 5336.541992
	Iteration 32Q: 3 clusters Score -7052961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7052959.500000 Penalty: 5336.541992
	Iteration 33Q: 3 clusters Score -7052960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7052955.500000 Penalty: 5336.541992
	Iteration 34Q: 3 clusters Score -7052956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7052951.500000 Penalty: 5336.541992
	Iteration 35Q: 3 clusters Score -7052952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7052953.500000 Penalty: 5336.541992
	Iteration 36Q: 3 clusters Score -7052954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7052961.500000 Penalty: 5336.541992
	Iteration 37Q: 3 clusters Score -7052962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7052962.500000 Penalty: 5336.541992
	Iteration 38Q: 3 clusters Score -7052962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7052967.000000 Penalty: 5336.541992
	Iteration 39Q: 3 clusters Score -7052967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7052972.000000 Penalty: 5336.541992
	Iteration 40F: 3 clusters Score -7052972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7052979.000000 Penalty: 5336.541992
	Iteration 41Q: 3 clusters Score -7052979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7052983.000000 Penalty: 5336.541992
	Iteration 42Q: 3 clusters Score -7052983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7052981.500000 Penalty: 5336.541992
	Iteration 43Q: 3 clusters Score -7052982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7052981.500000 Penalty: 5336.541992
	Iteration 44F: 3 clusters Score -7052982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81507.843750 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81507.84 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81980.828125 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -81980.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82279.984375 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82279.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82498.257812 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82498.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82620.007812 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -82620.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82757.468750 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -82757.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82913.656250 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -82913.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83106.687500 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83106.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83317.421875 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83317.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83414.468750 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83414.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83441.601562 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83484.375000 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83484.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83556.289062 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83556.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83607.406250 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -83607.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83607.585938 Penalty: 3211.814697
	Iteration 14F: 3 clusters Score -83607.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83656.140625 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -83656.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83699.679688 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -83699.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83776.000000 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -83776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83833.765625 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -83833.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83833.765625 Penalty: 3211.814697
	Iteration 19F: 3 clusters Score -83833.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 39883 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30981 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51730 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104975 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 107115 members 
Mstep: Class 18 contains 99513 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 47059 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 65347 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47564 members 
Mstep: Class 26 contains 63053 members 
Mstep: Class 27 contains 103235 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798928.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137799712.000000 to -137798928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Entering Unmasked Estep 
Score: -10101370.000000 Penalty: 2749.691895
	Iteration 0F: 2 clusters Score -1.010137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -10057325.000000 Penalty: 5499.383789
	Iteration 0F: 3 clusters Score -1.005732e+07 nChanged 30659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -10074658.000000 Penalty: 5499.383789
	Iteration 1F: 3 clusters Score -1.007466e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -10075361.000000 Penalty: 5499.383789
	Iteration 2Q: 3 clusters Score -1.007536e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -10075970.000000 Penalty: 5499.383789
	Iteration 3Q: 3 clusters Score -1.007597e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -10076742.000000 Penalty: 5499.383789
	Iteration 4Q: 3 clusters Score -1.007674e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -10077539.000000 Penalty: 5499.383789
	Iteration 5Q: 3 clusters Score -1.007754e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -10078596.000000 Penalty: 5499.383789
	Iteration 6Q: 3 clusters Score -1.00786e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -10079782.000000 Penalty: 5499.383789
	Iteration 7Q: 3 clusters Score -1.007978e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -10081329.000000 Penalty: 5499.383789
	Iteration 8Q: 3 clusters Score -1.008133e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -10083232.000000 Penalty: 5499.383789
	Iteration 9Q: 3 clusters Score -1.008323e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -10085424.000000 Penalty: 5499.383789
	Iteration 10F: 3 clusters Score -1.008542e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -10087564.000000 Penalty: 5499.383789
	Iteration 11Q: 3 clusters Score -1.008756e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -10089156.000000 Penalty: 5499.383789
	Iteration 12Q: 3 clusters Score -1.008916e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -10090210.000000 Penalty: 5499.383789
	Iteration 13Q: 3 clusters Score -1.009021e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -10090835.000000 Penalty: 5499.383789
	Iteration 14Q: 3 clusters Score -1.009084e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -10091221.000000 Penalty: 5499.383789
	Iteration 15Q: 3 clusters Score -1.009122e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -10091475.000000 Penalty: 5499.383789
	Iteration 16Q: 3 clusters Score -1.009148e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -10091677.000000 Penalty: 5499.383789
	Iteration 17Q: 3 clusters Score -1.009168e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10091820.000000 Penalty: 5499.383789
	Iteration 18Q: 3 clusters Score -1.009182e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -10091989.000000 Penalty: 5499.383789
	Iteration 19Q: 3 clusters Score -1.009199e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -10092083.000000 Penalty: 5499.383789
	Iteration 20F: 3 clusters Score -1.009208e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -10092202.000000 Penalty: 5499.383789
	Iteration 21Q: 3 clusters Score -1.00922e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -10092307.000000 Penalty: 5499.383789
	Iteration 22Q: 3 clusters Score -1.009231e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -10092340.000000 Penalty: 5499.383789
	Iteration 23Q: 3 clusters Score -1.009234e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -10092379.000000 Penalty: 5499.383789
	Iteration 24Q: 3 clusters Score -1.009238e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -10092443.000000 Penalty: 5499.383789
	Iteration 25Q: 3 clusters Score -1.009244e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -10092459.000000 Penalty: 5499.383789
	Iteration 26Q: 3 clusters Score -1.009246e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -10092459.000000 Penalty: 5499.383789
	Iteration 27Q: 3 clusters Score -1.009246e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -10092557.000000 Penalty: 5499.383789
	Iteration 28Q: 3 clusters Score -1.009256e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10092590.000000 Penalty: 5499.383789
	Iteration 29Q: 3 clusters Score -1.009259e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -10092711.000000 Penalty: 5499.383789
	Iteration 30Q: 3 clusters Score -1.009271e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -10092798.000000 Penalty: 5499.383789
	Iteration 31Q: 3 clusters Score -1.00928e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -10092889.000000 Penalty: 5499.383789
	Iteration 32Q: 3 clusters Score -1.009289e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -10092948.000000 Penalty: 5499.383789
	Iteration 33Q: 3 clusters Score -1.009295e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -10093085.000000 Penalty: 5499.383789
	Iteration 34Q: 3 clusters Score -1.009308e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -10093232.000000 Penalty: 5499.383789
	Iteration 35Q: 3 clusters Score -1.009323e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -10093431.000000 Penalty: 5499.383789
	Iteration 36Q: 3 clusters Score -1.009343e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10093706.000000 Penalty: 5499.383789
	Iteration 37Q: 3 clusters Score -1.009371e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -10094059.000000 Penalty: 5499.383789
	Iteration 38Q: 3 clusters Score -1.009406e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -10094431.000000 Penalty: 5499.383789
	Iteration 39Q: 3 clusters Score -1.009443e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -10094879.000000 Penalty: 5499.383789
	Iteration 40F: 3 clusters Score -1.009488e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -10095319.000000 Penalty: 5499.383789
	Iteration 41Q: 3 clusters Score -1.009532e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -10095823.000000 Penalty: 5499.383789
	Iteration 42Q: 3 clusters Score -1.009582e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -10096310.000000 Penalty: 5499.383789
	Iteration 43Q: 3 clusters Score -1.009631e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -10096759.000000 Penalty: 5499.383789
	Iteration 44Q: 3 clusters Score -1.009676e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -10097202.000000 Penalty: 5499.383789
	Iteration 45Q: 3 clusters Score -1.00972e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -10097596.000000 Penalty: 5499.383789
	Iteration 46Q: 3 clusters Score -1.00976e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -10097900.000000 Penalty: 5499.383789
	Iteration 47Q: 3 clusters Score -1.00979e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -10098171.000000 Penalty: 5499.383789
	Iteration 48Q: 3 clusters Score -1.009817e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -10098368.000000 Penalty: 5499.383789
	Iteration 49Q: 3 clusters Score -1.009837e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -10098530.000000 Penalty: 5499.383789
	Iteration 50Q: 3 clusters Score -1.009853e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -10098642.000000 Penalty: 5499.383789
	Iteration 51Q: 3 clusters Score -1.009864e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -10098731.000000 Penalty: 5499.383789
	Iteration 52Q: 3 clusters Score -1.009873e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -10098783.000000 Penalty: 5499.383789
	Iteration 53Q: 3 clusters Score -1.009878e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -10098833.000000 Penalty: 5499.383789
	Iteration 54Q: 3 clusters Score -1.009883e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -10098897.000000 Penalty: 5499.383789
	Iteration 55Q: 3 clusters Score -1.00989e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -10098917.000000 Penalty: 5499.383789
	Iteration 56Q: 3 clusters Score -1.009892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -10098932.000000 Penalty: 5499.383789
	Iteration 57Q: 3 clusters Score -1.009893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -10098957.000000 Penalty: 5499.383789
	Iteration 58Q: 3 clusters Score -1.009896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -10098950.000000 Penalty: 5499.383789
	Iteration 59Q: 3 clusters Score -1.009895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -10098956.000000 Penalty: 5499.383789
	Iteration 60F: 3 clusters Score -1.009896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -10098963.000000 Penalty: 5499.383789
	Iteration 61Q: 3 clusters Score -1.009896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -10098981.000000 Penalty: 5499.383789
	Iteration 62Q: 3 clusters Score -1.009898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -10098975.000000 Penalty: 5499.383789
	Iteration 63Q: 3 clusters Score -1.009898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -10098985.000000 Penalty: 5499.383789
	Iteration 64Q: 3 clusters Score -1.009898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -10098992.000000 Penalty: 5499.383789
	Iteration 65Q: 3 clusters Score -1.009899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10098999.000000 Penalty: 5499.383789
	Iteration 66Q: 3 clusters Score -1.0099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -10098996.000000 Penalty: 5499.383789
	Iteration 67Q: 3 clusters Score -1.0099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -10098997.000000 Penalty: 5499.383789
	Iteration 68Q: 3 clusters Score -1.0099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -10099019.000000 Penalty: 5499.383789
	Iteration 69Q: 3 clusters Score -1.009902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -10099012.000000 Penalty: 5499.383789
	Iteration 70Q: 3 clusters Score -1.009901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -10099007.000000 Penalty: 5499.383789
	Iteration 71Q: 3 clusters Score -1.009901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -10099013.000000 Penalty: 5499.383789
	Iteration 72Q: 3 clusters Score -1.009901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -10099015.000000 Penalty: 5499.383789
	Iteration 73Q: 3 clusters Score -1.009902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -10099018.000000 Penalty: 5499.383789
	Iteration 74Q: 3 clusters Score -1.009902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -10099022.000000 Penalty: 5499.383789
	Iteration 75Q: 3 clusters Score -1.009902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -10099023.000000 Penalty: 5499.383789
	Iteration 76Q: 3 clusters Score -1.009902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -10099024.000000 Penalty: 5499.383789
	Iteration 77Q: 3 clusters Score -1.009902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -10099024.000000 Penalty: 5499.383789
	Iteration 78F: 3 clusters Score -1.009902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Entering Unmasked Estep 
Score: -1857593.375000 Penalty: 2353.580078
	Iteration 0F: 2 clusters Score -1857593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1847924.750000 Penalty: 4707.160156
	Iteration 0F: 3 clusters Score -1847925 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1850855.750000 Penalty: 4707.160156
	Iteration 1F: 3 clusters Score -1850856 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1851248.750000 Penalty: 4707.160156
	Iteration 2F: 3 clusters Score -1851249 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1851529.125000 Penalty: 4707.160156
	Iteration 3F: 3 clusters Score -1851529 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1851786.750000 Penalty: 4707.160156
	Iteration 4Q: 3 clusters Score -1851787 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1852025.375000 Penalty: 4707.160156
	Iteration 5Q: 3 clusters Score -1852025 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1852289.250000 Penalty: 4707.160156
	Iteration 6Q: 3 clusters Score -1852289 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1852594.875000 Penalty: 4707.160156
	Iteration 7Q: 3 clusters Score -1852595 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1852919.750000 Penalty: 4707.160156
	Iteration 8Q: 3 clusters Score -1852920 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1853300.125000 Penalty: 4707.160156
	Iteration 9Q: 3 clusters Score -1853300 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1853752.375000 Penalty: 4707.160156
	Iteration 10Q: 3 clusters Score -1853752 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1854257.000000 Penalty: 4707.160156
	Iteration 11Q: 3 clusters Score -1854257 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1854812.375000 Penalty: 4707.160156
	Iteration 12Q: 3 clusters Score -1854812 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1855310.250000 Penalty: 4707.160156
	Iteration 13Q: 3 clusters Score -1855310 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1855606.375000 Penalty: 4707.160156
	Iteration 14Q: 3 clusters Score -1855606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1855740.750000 Penalty: 4707.160156
	Iteration 15Q: 3 clusters Score -1855741 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1855815.125000 Penalty: 4707.160156
	Iteration 16Q: 3 clusters Score -1855815 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1855863.375000 Penalty: 4707.160156
	Iteration 17Q: 3 clusters Score -1855863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1855886.500000 Penalty: 4707.160156
	Iteration 18Q: 3 clusters Score -1855886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1855905.625000 Penalty: 4707.160156
	Iteration 19Q: 3 clusters Score -1855906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1855917.125000 Penalty: 4707.160156
	Iteration 20F: 3 clusters Score -1855917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1855926.250000 Penalty: 4707.160156
	Iteration 21Q: 3 clusters Score -1855926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1855940.375000 Penalty: 4707.160156
	Iteration 22Q: 3 clusters Score -1855940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1855943.625000 Penalty: 4707.160156
	Iteration 23Q: 3 clusters Score -1855944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1855946.500000 Penalty: 4707.160156
	Iteration 24Q: 3 clusters Score -1855946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1855947.125000 Penalty: 4707.160156
	Iteration 25Q: 3 clusters Score -1855947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1855952.500000 Penalty: 4707.160156
	Iteration 26Q: 3 clusters Score -1855952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1855954.750000 Penalty: 4707.160156
	Iteration 27Q: 3 clusters Score -1855955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1855955.875000 Penalty: 4707.160156
	Iteration 28Q: 3 clusters Score -1855956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1855957.875000 Penalty: 4707.160156
	Iteration 29Q: 3 clusters Score -1855958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1855963.250000 Penalty: 4707.160156
	Iteration 30Q: 3 clusters Score -1855963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1855962.125000 Penalty: 4707.160156
	Iteration 31Q: 3 clusters Score -1855962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1855969.000000 Penalty: 4707.160156
	Iteration 32Q: 3 clusters Score -1855969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1855971.500000 Penalty: 4707.160156
	Iteration 33Q: 3 clusters Score -1855972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1855971.375000 Penalty: 4707.160156
	Iteration 34Q: 3 clusters Score -1855971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1855970.500000 Penalty: 4707.160156
	Iteration 35Q: 3 clusters Score -1855970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1855972.000000 Penalty: 4707.160156
	Iteration 36Q: 3 clusters Score -1855972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1855972.500000 Penalty: 4707.160156
	Iteration 37Q: 3 clusters Score -1855972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1855972.500000 Penalty: 4707.160156
	Iteration 38F: 3 clusters Score -1855972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 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 478 members 
Entering Unmasked Estep 
Score: -124427.132812 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124427.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -124974.812500 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124974.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125662.257812 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125662.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -125998.398438 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125998.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -126194.718750 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -126194.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -126365.617188 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -126365.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -126455.789062 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -126455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -126477.664062 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -126487.320312 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -126488.304688 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -126488.304688 Penalty: 3387.041260
	Iteration 10F: 3 clusters Score -126488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 39883 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30981 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51730 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104975 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 107115 members 
Mstep: Class 18 contains 99513 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 20 contains 47059 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65347 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 47564 members 
Mstep: Class 26 contains 63053 members 
Mstep: Class 27 contains 103235 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798256.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137799712.000000 to -137798256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Entering Unmasked Estep 
Score: -7165714.000000 Penalty: 2670.918213
	Iteration 0F: 2 clusters Score -7165714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7133883.500000 Penalty: 5341.836426
	Iteration 0F: 3 clusters Score -7133884 nChanged 21789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -7145724.000000 Penalty: 5341.836426
	Iteration 1F: 3 clusters Score -7145724 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -7146337.000000 Penalty: 5341.836426
	Iteration 2Q: 3 clusters Score -7146337 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7147061.000000 Penalty: 5341.836426
	Iteration 3Q: 3 clusters Score -7147061 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7147993.000000 Penalty: 5341.836426
	Iteration 4Q: 3 clusters Score -7147993 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -7149339.000000 Penalty: 5341.836426
	Iteration 5F: 3 clusters Score -7149339 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7151167.000000 Penalty: 5341.836426
	Iteration 6F: 3 clusters Score -7151167 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -7153435.000000 Penalty: 5341.836426
	Iteration 7F: 3 clusters Score -7153435 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7155665.500000 Penalty: 5341.836426
	Iteration 8F: 3 clusters Score -7155666 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7157617.500000 Penalty: 5341.836426
	Iteration 9F: 3 clusters Score -7157618 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7159138.000000 Penalty: 5341.836426
	Iteration 10Q: 3 clusters Score -7159138 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -7160325.500000 Penalty: 5341.836426
	Iteration 11Q: 3 clusters Score -7160326 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -7161216.500000 Penalty: 5341.836426
	Iteration 12Q: 3 clusters Score -7161216 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -7161973.000000 Penalty: 5341.836426
	Iteration 13Q: 3 clusters Score -7161973 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -7162489.000000 Penalty: 5341.836426
	Iteration 14Q: 3 clusters Score -7162489 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -7162836.500000 Penalty: 5341.836426
	Iteration 15Q: 3 clusters Score -7162836 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -7163045.000000 Penalty: 5341.836426
	Iteration 16Q: 3 clusters Score -7163045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -7163200.000000 Penalty: 5341.836426
	Iteration 17Q: 3 clusters Score -7163200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -7163276.500000 Penalty: 5341.836426
	Iteration 18Q: 3 clusters Score -7163276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -7163329.000000 Penalty: 5341.836426
	Iteration 19Q: 3 clusters Score -7163329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -7163359.500000 Penalty: 5341.836426
	Iteration 20F: 3 clusters Score -7163360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -7163391.500000 Penalty: 5341.836426
	Iteration 21Q: 3 clusters Score -7163392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -7163418.500000 Penalty: 5341.836426
	Iteration 22Q: 3 clusters Score -7163418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -7163440.500000 Penalty: 5341.836426
	Iteration 23Q: 3 clusters Score -7163440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -7163438.500000 Penalty: 5341.836426
	Iteration 24Q: 3 clusters Score -7163438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -7163451.000000 Penalty: 5341.836426
	Iteration 25Q: 3 clusters Score -7163451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -7163450.500000 Penalty: 5341.836426
	Iteration 26Q: 3 clusters Score -7163450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -7163463.000000 Penalty: 5341.836426
	Iteration 27Q: 3 clusters Score -7163463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -7163469.500000 Penalty: 5341.836426
	Iteration 28Q: 3 clusters Score -7163470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -7163463.000000 Penalty: 5341.836426
	Iteration 29Q: 3 clusters Score -7163463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -7163460.000000 Penalty: 5341.836426
	Iteration 30Q: 3 clusters Score -7163460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -7163472.500000 Penalty: 5341.836426
	Iteration 31Q: 3 clusters Score -7163472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -7163478.500000 Penalty: 5341.836426
	Iteration 32Q: 3 clusters Score -7163478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -7163486.000000 Penalty: 5341.836426
	Iteration 33Q: 3 clusters Score -7163486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -7163487.500000 Penalty: 5341.836426
	Iteration 34Q: 3 clusters Score -7163488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -7163492.000000 Penalty: 5341.836426
	Iteration 35Q: 3 clusters Score -7163492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -7163492.000000 Penalty: 5341.836426
	Iteration 36Q: 3 clusters Score -7163492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -7163492.000000 Penalty: 5341.836426
	Iteration 37F: 3 clusters Score -7163492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Entering Unmasked Estep 
Score: -9839857.000000 Penalty: 2740.829346
	Iteration 0F: 2 clusters Score -9839857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -9797859.000000 Penalty: 5481.658691
	Iteration 0F: 3 clusters Score -9797859 nChanged 29142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -9813925.000000 Penalty: 5481.658691
	Iteration 1F: 3 clusters Score -9813925 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -9814452.000000 Penalty: 5481.658691
	Iteration 2Q: 3 clusters Score -9814452 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -9815054.000000 Penalty: 5481.658691
	Iteration 3Q: 3 clusters Score -9815054 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -9815729.000000 Penalty: 5481.658691
	Iteration 4Q: 3 clusters Score -9815729 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -9816559.000000 Penalty: 5481.658691
	Iteration 5Q: 3 clusters Score -9816559 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -9817729.000000 Penalty: 5481.658691
	Iteration 6Q: 3 clusters Score -9817729 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -9819413.000000 Penalty: 5481.658691
	Iteration 7F: 3 clusters Score -9819413 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -9821832.000000 Penalty: 5481.658691
	Iteration 8F: 3 clusters Score -9821832 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -9825354.000000 Penalty: 5481.658691
	Iteration 9F: 3 clusters Score -9825354 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -9829551.000000 Penalty: 5481.658691
	Iteration 10F: 3 clusters Score -9829551 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9833081.000000 Penalty: 5481.658691
	Iteration 11F: 3 clusters Score -9833081 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9835262.000000 Penalty: 5481.658691
	Iteration 12Q: 3 clusters Score -9835262 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9836448.000000 Penalty: 5481.658691
	Iteration 13Q: 3 clusters Score -9836448 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9837006.000000 Penalty: 5481.658691
	Iteration 14Q: 3 clusters Score -9837006 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9837263.000000 Penalty: 5481.658691
	Iteration 15Q: 3 clusters Score -9837263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9837383.000000 Penalty: 5481.658691
	Iteration 16Q: 3 clusters Score -9837383 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9837451.000000 Penalty: 5481.658691
	Iteration 17Q: 3 clusters Score -9837451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9837525.000000 Penalty: 5481.658691
	Iteration 18Q: 3 clusters Score -9837525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9837567.000000 Penalty: 5481.658691
	Iteration 19Q: 3 clusters Score -9837567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9837586.000000 Penalty: 5481.658691
	Iteration 20F: 3 clusters Score -9837586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9837604.000000 Penalty: 5481.658691
	Iteration 21Q: 3 clusters Score -9837604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9837617.000000 Penalty: 5481.658691
	Iteration 22Q: 3 clusters Score -9837617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9837624.000000 Penalty: 5481.658691
	Iteration 23Q: 3 clusters Score -9837624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9837643.000000 Penalty: 5481.658691
	Iteration 24Q: 3 clusters Score -9837643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9837655.000000 Penalty: 5481.658691
	Iteration 25Q: 3 clusters Score -9837655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9837653.000000 Penalty: 5481.658691
	Iteration 26Q: 3 clusters Score -9837653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9837664.000000 Penalty: 5481.658691
	Iteration 27Q: 3 clusters Score -9837664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9837667.000000 Penalty: 5481.658691
	Iteration 28Q: 3 clusters Score -9837667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9837662.000000 Penalty: 5481.658691
	Iteration 29Q: 3 clusters Score -9837662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9837662.000000 Penalty: 5481.658691
	Iteration 30F: 3 clusters Score -9837662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Entering Unmasked Estep 
Score: -15868591.000000 Penalty: 2863.101318
	Iteration 0F: 2 clusters Score -1.586859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -15802345.000000 Penalty: 5726.202637
	Iteration 0F: 3 clusters Score -1.580234e+07 nChanged 48698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -15829886.000000 Penalty: 5726.202637
	Iteration 1F: 3 clusters Score -1.582989e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -15830847.000000 Penalty: 5726.202637
	Iteration 2Q: 3 clusters Score -1.583085e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -15832017.000000 Penalty: 5726.202637
	Iteration 3Q: 3 clusters Score -1.583202e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -15833915.000000 Penalty: 5726.202637
	Iteration 4Q: 3 clusters Score -1.583392e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -15837094.000000 Penalty: 5726.202637
	Iteration 5F: 3 clusters Score -1.583709e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -15842246.000000 Penalty: 5726.202637
	Iteration 6F: 3 clusters Score -1.584225e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -15849177.000000 Penalty: 5726.202637
	Iteration 7F: 3 clusters Score -1.584918e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -15856071.000000 Penalty: 5726.202637
	Iteration 8F: 3 clusters Score -1.585607e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -15861169.000000 Penalty: 5726.202637
	Iteration 9F: 3 clusters Score -1.586117e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -15864061.000000 Penalty: 5726.202637
	Iteration 10Q: 3 clusters Score -1.586406e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -15865345.000000 Penalty: 5726.202637
	Iteration 11Q: 3 clusters Score -1.586534e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -15865857.000000 Penalty: 5726.202637
	Iteration 12Q: 3 clusters Score -1.586586e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -15866075.000000 Penalty: 5726.202637
	Iteration 13Q: 3 clusters Score -1.586608e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -15866154.000000 Penalty: 5726.202637
	Iteration 14Q: 3 clusters Score -1.586615e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -15866182.000000 Penalty: 5726.202637
	Iteration 15Q: 3 clusters Score -1.586618e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -15866243.000000 Penalty: 5726.202637
	Iteration 16Q: 3 clusters Score -1.586624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -15866278.000000 Penalty: 5726.202637
	Iteration 17Q: 3 clusters Score -1.586628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -15866310.000000 Penalty: 5726.202637
	Iteration 18Q: 3 clusters Score -1.586631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -15866314.000000 Penalty: 5726.202637
	Iteration 19Q: 3 clusters Score -1.586631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -15866318.000000 Penalty: 5726.202637
	Iteration 20F: 3 clusters Score -1.586632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -15866334.000000 Penalty: 5726.202637
	Iteration 21Q: 3 clusters Score -1.586633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -15866346.000000 Penalty: 5726.202637
	Iteration 22Q: 3 clusters Score -1.586635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -15866344.000000 Penalty: 5726.202637
	Iteration 23Q: 3 clusters Score -1.586634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -15866348.000000 Penalty: 5726.202637
	Iteration 24Q: 3 clusters Score -1.586635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -15866358.000000 Penalty: 5726.202637
	Iteration 25Q: 3 clusters Score -1.586636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -15866355.000000 Penalty: 5726.202637
	Iteration 26Q: 3 clusters Score -1.586636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -15866352.000000 Penalty: 5726.202637
	Iteration 27Q: 3 clusters Score -1.586635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -15866349.000000 Penalty: 5726.202637
	Iteration 28Q: 3 clusters Score -1.586635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -15866361.000000 Penalty: 5726.202637
	Iteration 29Q: 3 clusters Score -1.586636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -15866360.000000 Penalty: 5726.202637
	Iteration 30Q: 3 clusters Score -1.586636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -15866367.000000 Penalty: 5726.202637
	Iteration 31Q: 3 clusters Score -1.586637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -15866369.000000 Penalty: 5726.202637
	Iteration 32Q: 3 clusters Score -1.586637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -15866379.000000 Penalty: 5726.202637
	Iteration 33Q: 3 clusters Score -1.586638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -15866379.000000 Penalty: 5726.202637
	Iteration 34F: 3 clusters Score -1.586638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -128529.226562 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128529.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129005.265625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -129005.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129647.937500 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129647.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130075.164062 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -130075.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -130315.265625 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130315.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130598.273438 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130598.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130813.546875 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130876.765625 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130913.132812 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130929.156250 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130944.484375 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130960.843750 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130994.468750 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131032.406250 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -131032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131032.406250 Penalty: 3402.368896
	Iteration 14F: 3 clusters Score -131032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 39883 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30981 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51730 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104975 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 107115 members 
Mstep: Class 18 contains 99513 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 47059 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65347 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47564 members 
Mstep: Class 26 contains 63053 members 
Mstep: Class 27 contains 103235 members 
Mstep: Class 28 contains 342 members 
Entering Unmasked Estep 
Score: -137798560.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137799712.000000 to -137798560.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 39883 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30981 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51730 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 104975 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 107115 members 
Mstep: Class 18 contains 99513 members 
Mstep: Class 20 contains 47059 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65347 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47564 members 
Mstep: Class 26 contains 63053 members 
Mstep: Class 27 contains 103235 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799872.000000 Penalty: 91921.562500
Iteration 239Q: 28 clusters Score -1.377999e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 39871 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51637 members 
Mstep: Class 7 contains 20439 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 60041 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105303 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 107081 members 
Mstep: Class 18 contains 99460 members 
Mstep: Class 20 contains 47078 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65369 members 
Mstep: Class 23 contains 13231 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47549 members 
Mstep: Class 26 contains 62993 members 
Mstep: Class 27 contains 103168 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 240F: 28 clusters Score -1.377997e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 39870 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30946 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 51559 members 
Mstep: Class 7 contains 20435 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 6766 members 
Mstep: Class 11 contains 60040 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105548 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 107124 members 
Mstep: Class 18 contains 99398 members 
Mstep: Class 20 contains 47092 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65376 members 
Mstep: Class 23 contains 13234 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47534 members 
Mstep: Class 26 contains 62937 members 
Mstep: Class 27 contains 103098 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 241Q: 28 clusters Score -1.377997e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 39884 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30928 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51477 members 
Mstep: Class 7 contains 20427 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 60039 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105735 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 107142 members 
Mstep: Class 18 contains 99349 members 
Mstep: Class 20 contains 47103 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65390 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47509 members 
Mstep: Class 26 contains 62906 members 
Mstep: Class 27 contains 103067 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799440.000000 Penalty: 91921.562500
Iteration 242Q: 28 clusters Score -1.377994e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 39885 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30917 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51431 members 
Mstep: Class 7 contains 20424 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 11 contains 60044 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 105885 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 107161 members 
Mstep: Class 18 contains 99295 members 
Mstep: Class 20 contains 47111 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65406 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47466 members 
Mstep: Class 26 contains 62871 members 
Mstep: Class 27 contains 103061 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799600.000000 Penalty: 91921.562500
Iteration 243Q: 28 clusters Score -1.377996e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 39887 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30906 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 51387 members 
Mstep: Class 7 contains 20419 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6750 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106019 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5115 members 
Mstep: Class 17 contains 107182 members 
Mstep: Class 18 contains 99256 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65432 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47427 members 
Mstep: Class 26 contains 62842 members 
Mstep: Class 27 contains 103026 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799760.000000 Penalty: 91921.562500
Iteration 244Q: 28 clusters Score -1.377998e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 39885 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51359 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 60041 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106143 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 99223 members 
Mstep: Class 20 contains 47140 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65450 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47400 members 
Mstep: Class 26 contains 62820 members 
Mstep: Class 27 contains 102987 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800048.000000 Penalty: 91921.562500
Iteration 245Q: 28 clusters Score -1.378e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 39882 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30874 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51318 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6742 members 
Mstep: Class 11 contains 60049 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106284 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 17 contains 107215 members 
Mstep: Class 18 contains 99195 members 
Mstep: Class 20 contains 47150 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65441 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47366 members 
Mstep: Class 26 contains 62796 members 
Mstep: Class 27 contains 102989 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 91921.562500
Iteration 246Q: 28 clusters Score -1.377999e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 39881 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30869 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51305 members 
Mstep: Class 7 contains 20412 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106374 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 107184 members 
Mstep: Class 18 contains 99181 members 
Mstep: Class 20 contains 47152 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65436 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47340 members 
Mstep: Class 26 contains 62766 members 
Mstep: Class 27 contains 103012 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 91921.562500
Iteration 247Q: 28 clusters Score -1.377998e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 39886 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30860 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51296 members 
Mstep: Class 7 contains 20412 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 60044 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106453 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 107201 members 
Mstep: Class 18 contains 99151 members 
Mstep: Class 20 contains 47155 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65438 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47303 members 
Mstep: Class 26 contains 62740 members 
Mstep: Class 27 contains 103027 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799968.000000 Penalty: 91921.562500
Iteration 248Q: 28 clusters Score -1.378e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 39901 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30856 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 51296 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106491 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 107201 members 
Mstep: Class 18 contains 99133 members 
Mstep: Class 20 contains 47156 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65446 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47282 members 
Mstep: Class 26 contains 62715 members 
Mstep: Class 27 contains 103027 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 249Q: 28 clusters Score -1.378001e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 39913 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30855 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 51291 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6722 members 
Mstep: Class 11 contains 60043 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106520 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 107161 members 
Mstep: Class 18 contains 99127 members 
Mstep: Class 20 contains 47159 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65457 members 
Mstep: Class 23 contains 13243 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47271 members 
Mstep: Class 26 contains 62708 members 
Mstep: Class 27 contains 103059 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 250Q: 28 clusters Score -1.378001e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 39921 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30858 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 51289 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6715 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106582 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 107095 members 
Mstep: Class 18 contains 99126 members 
Mstep: Class 20 contains 47168 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65471 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47252 members 
Mstep: Class 26 contains 62691 members 
Mstep: Class 27 contains 103075 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 251Q: 28 clusters Score -1.377997e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 39925 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30856 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 51276 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6711 members 
Mstep: Class 11 contains 60051 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106634 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 107086 members 
Mstep: Class 18 contains 99116 members 
Mstep: Class 20 contains 47169 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65466 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47227 members 
Mstep: Class 26 contains 62683 members 
Mstep: Class 27 contains 103091 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 252Q: 28 clusters Score -1.377997e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 39937 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30855 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 51269 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106674 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 107071 members 
Mstep: Class 18 contains 99103 members 
Mstep: Class 20 contains 47173 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65470 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47199 members 
Mstep: Class 26 contains 62678 members 
Mstep: Class 27 contains 103098 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799728.000000 Penalty: 91921.562500
Iteration 253Q: 28 clusters Score -1.377997e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 39956 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30855 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51274 members 
Mstep: Class 7 contains 20406 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 60057 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106709 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 107028 members 
Mstep: Class 18 contains 99111 members 
Mstep: Class 20 contains 47178 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65481 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47183 members 
Mstep: Class 26 contains 62661 members 
Mstep: Class 27 contains 103095 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799872.000000 Penalty: 91921.562500
Iteration 254Q: 28 clusters Score -1.377999e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30851 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51259 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 60055 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106732 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 107050 members 
Mstep: Class 18 contains 99112 members 
Mstep: Class 20 contains 47182 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65490 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47162 members 
Mstep: Class 26 contains 62645 members 
Mstep: Class 27 contains 103073 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799760.000000 Penalty: 91921.562500
Iteration 255Q: 28 clusters Score -1.377998e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30851 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51248 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106700 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 107073 members 
Mstep: Class 18 contains 99121 members 
Mstep: Class 20 contains 47187 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65504 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47155 members 
Mstep: Class 26 contains 62630 members 
Mstep: Class 27 contains 103064 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799904.000000 Penalty: 91921.562500
Iteration 256Q: 28 clusters Score -1.377999e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 40010 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30848 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51234 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6689 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106652 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 107101 members 
Mstep: Class 18 contains 99126 members 
Mstep: Class 20 contains 47189 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65525 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47148 members 
Mstep: Class 26 contains 62622 members 
Mstep: Class 27 contains 103077 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799904.000000 Penalty: 91921.562500
Iteration 257Q: 28 clusters Score -1.377999e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 40016 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30842 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51230 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 60058 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106637 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 107106 members 
Mstep: Class 18 contains 99137 members 
Mstep: Class 20 contains 47187 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65540 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47137 members 
Mstep: Class 26 contains 62615 members 
Mstep: Class 27 contains 103094 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 91921.562500
Iteration 258Q: 28 clusters Score -1.377998e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 40021 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30834 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51225 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 60060 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106626 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 107118 members 
Mstep: Class 18 contains 99140 members 
Mstep: Class 20 contains 47187 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65557 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47123 members 
Mstep: Class 26 contains 62605 members 
Mstep: Class 27 contains 103099 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799712.000000 Penalty: 91921.562500
Iteration 259Q: 28 clusters Score -1.377997e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 40026 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30827 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51222 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 60060 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106595 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 107149 members 
Mstep: Class 18 contains 99145 members 
Mstep: Class 20 contains 47186 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65566 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47117 members 
Mstep: Class 26 contains 62603 members 
Mstep: Class 27 contains 103098 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799776.000000 Penalty: 91921.562500
Iteration 260F: 28 clusters Score -1.377998e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 40033 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30826 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51217 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 60058 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106539 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 107211 members 
Mstep: Class 18 contains 99157 members 
Mstep: Class 20 contains 47188 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65582 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62580 members 
Mstep: Class 27 contains 103097 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 261Q: 28 clusters Score -1.377997e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 40048 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30823 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51231 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 11 contains 60053 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106475 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5142 members 
Mstep: Class 17 contains 107236 members 
Mstep: Class 18 contains 99167 members 
Mstep: Class 20 contains 47189 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65599 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47104 members 
Mstep: Class 26 contains 62578 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799552.000000 Penalty: 91921.562500
Iteration 262Q: 28 clusters Score -1.377996e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 40054 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30826 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51238 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106451 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 107232 members 
Mstep: Class 18 contains 99198 members 
Mstep: Class 20 contains 47189 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65604 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47095 members 
Mstep: Class 26 contains 62574 members 
Mstep: Class 27 contains 103093 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799632.000000 Penalty: 91921.562500
Iteration 263Q: 28 clusters Score -1.377996e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 40058 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 51245 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6677 members 
Mstep: Class 11 contains 60043 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106422 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 107237 members 
Mstep: Class 18 contains 99218 members 
Mstep: Class 20 contains 47190 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65604 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47091 members 
Mstep: Class 26 contains 62564 members 
Mstep: Class 27 contains 103110 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799776.000000 Penalty: 91921.562500
Iteration 264Q: 28 clusters Score -1.377998e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 40063 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51237 members 
Mstep: Class 7 contains 20407 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 60026 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106411 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 107242 members 
Mstep: Class 18 contains 99244 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65601 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47085 members 
Mstep: Class 26 contains 62557 members 
Mstep: Class 27 contains 103126 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 265Q: 28 clusters Score -1.377997e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 40072 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51237 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 60019 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106394 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 107228 members 
Mstep: Class 18 contains 99261 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65601 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47078 members 
Mstep: Class 26 contains 62553 members 
Mstep: Class 27 contains 103137 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 266Q: 28 clusters Score -1.377997e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 40089 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51233 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 60014 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106372 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5162 members 
Mstep: Class 17 contains 107222 members 
Mstep: Class 18 contains 99274 members 
Mstep: Class 20 contains 47190 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65603 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 62542 members 
Mstep: Class 27 contains 103148 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799520.000000 Penalty: 91921.562500
Iteration 267Q: 28 clusters Score -1.377995e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 40098 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 51218 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 60011 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106368 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 107233 members 
Mstep: Class 18 contains 99280 members 
Mstep: Class 20 contains 47190 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65602 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47082 members 
Mstep: Class 26 contains 62526 members 
Mstep: Class 27 contains 103164 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799440.000000 Penalty: 91921.562500
Iteration 268Q: 28 clusters Score -1.377994e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 40114 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30815 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51211 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106341 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 17 contains 107231 members 
Mstep: Class 18 contains 99299 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65600 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62515 members 
Mstep: Class 27 contains 103178 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799424.000000 Penalty: 91921.562500
Iteration 269Q: 28 clusters Score -1.377994e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 40117 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51192 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6673 members 
Mstep: Class 11 contains 60017 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106335 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 99306 members 
Mstep: Class 20 contains 47194 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65593 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62510 members 
Mstep: Class 27 contains 103199 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799472.000000 Penalty: 91921.562500
Iteration 270Q: 28 clusters Score -1.377995e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 40122 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30816 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51191 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 60015 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106329 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 107239 members 
Mstep: Class 18 contains 99306 members 
Mstep: Class 20 contains 47195 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65597 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62497 members 
Mstep: Class 27 contains 103213 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799408.000000 Penalty: 91921.562500
Iteration 271Q: 28 clusters Score -1.377994e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 40133 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30814 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51187 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 60011 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106334 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 107244 members 
Mstep: Class 18 contains 99293 members 
Mstep: Class 20 contains 47196 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65605 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47085 members 
Mstep: Class 26 contains 62487 members 
Mstep: Class 27 contains 103215 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799344.000000 Penalty: 91921.562500
Iteration 272Q: 28 clusters Score -1.377993e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 40136 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51164 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 60003 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106338 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 107253 members 
Mstep: Class 18 contains 99298 members 
Mstep: Class 20 contains 47193 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65617 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47089 members 
Mstep: Class 26 contains 62475 members 
Mstep: Class 27 contains 103218 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799248.000000 Penalty: 91921.562500
Iteration 273Q: 28 clusters Score -1.377992e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 40137 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51141 members 
Mstep: Class 7 contains 20406 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 60006 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106350 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 107251 members 
Mstep: Class 18 contains 99312 members 
Mstep: Class 20 contains 47194 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65632 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47086 members 
Mstep: Class 26 contains 62460 members 
Mstep: Class 27 contains 103215 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799392.000000 Penalty: 91921.562500
Iteration 274Q: 28 clusters Score -1.377994e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 40138 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30816 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51134 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 60000 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106372 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 107247 members 
Mstep: Class 18 contains 99303 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47088 members 
Mstep: Class 26 contains 62452 members 
Mstep: Class 27 contains 103214 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799488.000000 Penalty: 91921.562500
Iteration 275Q: 28 clusters Score -1.377995e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 40144 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30813 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51129 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6673 members 
Mstep: Class 11 contains 60000 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106380 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 107239 members 
Mstep: Class 18 contains 99298 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65646 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47088 members 
Mstep: Class 26 contains 62437 members 
Mstep: Class 27 contains 103228 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799744.000000 Penalty: 91921.562500
Iteration 276Q: 28 clusters Score -1.377997e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30808 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51127 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 60006 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106384 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 99297 members 
Mstep: Class 20 contains 47193 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65657 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47091 members 
Mstep: Class 26 contains 62417 members 
Mstep: Class 27 contains 103235 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 91921.562500
Iteration 277Q: 28 clusters Score -1.377998e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 40146 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51129 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 60011 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106400 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 107214 members 
Mstep: Class 18 contains 99295 members 
Mstep: Class 20 contains 47195 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65669 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47094 members 
Mstep: Class 26 contains 62407 members 
Mstep: Class 27 contains 103231 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799872.000000 Penalty: 91921.562500
Iteration 278Q: 28 clusters Score -1.377999e+08 nChanged 306
Entering ConstructFrom: 
Score: -137799872.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (27030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Entering Unmasked Estep 
Score: -3922512.500000 Penalty: 2530.766113
	Iteration 0F: 2 clusters Score -3922512 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 13453 members 
Entering Unmasked Estep 
Score: -3903712.250000 Penalty: 5061.532227
	Iteration 0F: 3 clusters Score -3903712 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3910490.250000 Penalty: 5061.532227
	Iteration 1F: 3 clusters Score -3910490 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3910951.250000 Penalty: 5061.532227
	Iteration 2Q: 3 clusters Score -3910951 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3911407.000000 Penalty: 5061.532227
	Iteration 3Q: 3 clusters Score -3911407 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3911898.750000 Penalty: 5061.532227
	Iteration 4Q: 3 clusters Score -3911899 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3912400.750000 Penalty: 5061.532227
	Iteration 5Q: 3 clusters Score -3912401 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3912911.750000 Penalty: 5061.532227
	Iteration 6Q: 3 clusters Score -3912912 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3913455.750000 Penalty: 5061.532227
	Iteration 7Q: 3 clusters Score -3913456 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3914039.000000 Penalty: 5061.532227
	Iteration 8Q: 3 clusters Score -3914039 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3914704.250000 Penalty: 5061.532227
	Iteration 9Q: 3 clusters Score -3914704 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3915435.000000 Penalty: 5061.532227
	Iteration 10Q: 3 clusters Score -3915435 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3916164.000000 Penalty: 5061.532227
	Iteration 11Q: 3 clusters Score -3916164 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3916933.500000 Penalty: 5061.532227
	Iteration 12Q: 3 clusters Score -3916934 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3917673.500000 Penalty: 5061.532227
	Iteration 13Q: 3 clusters Score -3917674 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3918302.500000 Penalty: 5061.532227
	Iteration 14Q: 3 clusters Score -3918302 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3918854.500000 Penalty: 5061.532227
	Iteration 15Q: 3 clusters Score -3918854 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3919275.500000 Penalty: 5061.532227
	Iteration 16Q: 3 clusters Score -3919276 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3919568.500000 Penalty: 5061.532227
	Iteration 17Q: 3 clusters Score -3919568 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3919796.000000 Penalty: 5061.532227
	Iteration 18Q: 3 clusters Score -3919796 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3919946.500000 Penalty: 5061.532227
	Iteration 19Q: 3 clusters Score -3919946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3920044.000000 Penalty: 5061.532227
	Iteration 20F: 3 clusters Score -3920044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3920105.250000 Penalty: 5061.532227
	Iteration 21Q: 3 clusters Score -3920105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3920160.250000 Penalty: 5061.532227
	Iteration 22Q: 3 clusters Score -3920160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3920185.000000 Penalty: 5061.532227
	Iteration 23Q: 3 clusters Score -3920185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3920209.750000 Penalty: 5061.532227
	Iteration 24Q: 3 clusters Score -3920210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3920235.750000 Penalty: 5061.532227
	Iteration 25Q: 3 clusters Score -3920236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3920255.500000 Penalty: 5061.532227
	Iteration 26Q: 3 clusters Score -3920256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3920267.250000 Penalty: 5061.532227
	Iteration 27Q: 3 clusters Score -3920267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3920278.250000 Penalty: 5061.532227
	Iteration 28Q: 3 clusters Score -3920278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3920286.000000 Penalty: 5061.532227
	Iteration 29Q: 3 clusters Score -3920286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3920289.750000 Penalty: 5061.532227
	Iteration 30Q: 3 clusters Score -3920290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3920294.000000 Penalty: 5061.532227
	Iteration 31Q: 3 clusters Score -3920294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3920303.500000 Penalty: 5061.532227
	Iteration 32Q: 3 clusters Score -3920304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3920304.500000 Penalty: 5061.532227
	Iteration 33Q: 3 clusters Score -3920304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3920306.250000 Penalty: 5061.532227
	Iteration 34Q: 3 clusters Score -3920306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3920307.250000 Penalty: 5061.532227
	Iteration 35Q: 3 clusters Score -3920307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3920314.250000 Penalty: 5061.532227
	Iteration 36Q: 3 clusters Score -3920314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3920313.750000 Penalty: 5061.532227
	Iteration 37Q: 3 clusters Score -3920314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3920322.750000 Penalty: 5061.532227
	Iteration 38Q: 3 clusters Score -3920323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3920320.750000 Penalty: 5061.532227
	Iteration 39Q: 3 clusters Score -3920321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3920321.250000 Penalty: 5061.532227
	Iteration 40F: 3 clusters Score -3920321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3920322.500000 Penalty: 5061.532227
	Iteration 41Q: 3 clusters Score -3920322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3920331.750000 Penalty: 5061.532227
	Iteration 42Q: 3 clusters Score -3920332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3920327.750000 Penalty: 5061.532227
	Iteration 43Q: 3 clusters Score -3920328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3920331.500000 Penalty: 5061.532227
	Iteration 44Q: 3 clusters Score -3920332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3920330.000000 Penalty: 5061.532227
	Iteration 45Q: 3 clusters Score -3920330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3920329.000000 Penalty: 5061.532227
	Iteration 46Q: 3 clusters Score -3920329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3920329.000000 Penalty: 5061.532227
	Iteration 47F: 3 clusters Score -3920329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Entering Unmasked Estep 
Score: -6224463.000000 Penalty: 2628.875000
	Iteration 0F: 2 clusters Score -6224463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -6197154.500000 Penalty: 5257.750000
	Iteration 0F: 3 clusters Score -6197154 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -6207090.500000 Penalty: 5257.750000
	Iteration 1F: 3 clusters Score -6207090 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -6207578.500000 Penalty: 5257.750000
	Iteration 2Q: 3 clusters Score -6207578 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -6208172.500000 Penalty: 5257.750000
	Iteration 3Q: 3 clusters Score -6208172 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -6208933.500000 Penalty: 5257.750000
	Iteration 4Q: 3 clusters Score -6208934 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6209871.000000 Penalty: 5257.750000
	Iteration 5F: 3 clusters Score -6209871 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6211356.500000 Penalty: 5257.750000
	Iteration 6F: 3 clusters Score -6211356 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6213501.500000 Penalty: 5257.750000
	Iteration 7F: 3 clusters Score -6213502 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -6215972.000000 Penalty: 5257.750000
	Iteration 8F: 3 clusters Score -6215972 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -6218162.500000 Penalty: 5257.750000
	Iteration 9F: 3 clusters Score -6218162 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -6219940.000000 Penalty: 5257.750000
	Iteration 10Q: 3 clusters Score -6219940 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6220982.000000 Penalty: 5257.750000
	Iteration 11Q: 3 clusters Score -6220982 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6221517.000000 Penalty: 5257.750000
	Iteration 12Q: 3 clusters Score -6221517 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6221839.000000 Penalty: 5257.750000
	Iteration 13Q: 3 clusters Score -6221839 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -6222033.000000 Penalty: 5257.750000
	Iteration 14Q: 3 clusters Score -6222033 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -6222196.500000 Penalty: 5257.750000
	Iteration 15Q: 3 clusters Score -6222196 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -6222326.500000 Penalty: 5257.750000
	Iteration 16Q: 3 clusters Score -6222326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -6222398.000000 Penalty: 5257.750000
	Iteration 17Q: 3 clusters Score -6222398 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -6222504.500000 Penalty: 5257.750000
	Iteration 18Q: 3 clusters Score -6222504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -6222615.000000 Penalty: 5257.750000
	Iteration 19Q: 3 clusters Score -6222615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -6222709.500000 Penalty: 5257.750000
	Iteration 20F: 3 clusters Score -6222710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -6222733.500000 Penalty: 5257.750000
	Iteration 21Q: 3 clusters Score -6222734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6222770.000000 Penalty: 5257.750000
	Iteration 22Q: 3 clusters Score -6222770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -6222814.000000 Penalty: 5257.750000
	Iteration 23Q: 3 clusters Score -6222814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -6222846.500000 Penalty: 5257.750000
	Iteration 24Q: 3 clusters Score -6222846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -6222858.500000 Penalty: 5257.750000
	Iteration 25Q: 3 clusters Score -6222858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -6222881.500000 Penalty: 5257.750000
	Iteration 26Q: 3 clusters Score -6222882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -6222905.000000 Penalty: 5257.750000
	Iteration 27Q: 3 clusters Score -6222905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -6222933.500000 Penalty: 5257.750000
	Iteration 28Q: 3 clusters Score -6222934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -6222940.500000 Penalty: 5257.750000
	Iteration 29Q: 3 clusters Score -6222940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6222965.000000 Penalty: 5257.750000
	Iteration 30Q: 3 clusters Score -6222965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -6222977.500000 Penalty: 5257.750000
	Iteration 31Q: 3 clusters Score -6222978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6222992.500000 Penalty: 5257.750000
	Iteration 32Q: 3 clusters Score -6222992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6223000.000000 Penalty: 5257.750000
	Iteration 33Q: 3 clusters Score -6223000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -6223009.000000 Penalty: 5257.750000
	Iteration 34Q: 3 clusters Score -6223009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6223010.500000 Penalty: 5257.750000
	Iteration 35Q: 3 clusters Score -6223010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6223009.000000 Penalty: 5257.750000
	Iteration 36Q: 3 clusters Score -6223009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -6223011.000000 Penalty: 5257.750000
	Iteration 37Q: 3 clusters Score -6223011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -6223012.000000 Penalty: 5257.750000
	Iteration 38Q: 3 clusters Score -6223012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -6223014.500000 Penalty: 5257.750000
	Iteration 39Q: 3 clusters Score -6223014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6223019.500000 Penalty: 5257.750000
	Iteration 40F: 3 clusters Score -6223020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -6223013.000000 Penalty: 5257.750000
	Iteration 41Q: 3 clusters Score -6223013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -6223020.500000 Penalty: 5257.750000
	Iteration 42Q: 3 clusters Score -6223020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -6223025.000000 Penalty: 5257.750000
	Iteration 43Q: 3 clusters Score -6223025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -6223019.000000 Penalty: 5257.750000
	Iteration 44Q: 3 clusters Score -6223019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -6223040.000000 Penalty: 5257.750000
	Iteration 45Q: 3 clusters Score -6223040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -6223053.000000 Penalty: 5257.750000
	Iteration 46Q: 3 clusters Score -6223053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -6223059.000000 Penalty: 5257.750000
	Iteration 47Q: 3 clusters Score -6223059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -6223061.000000 Penalty: 5257.750000
	Iteration 48Q: 3 clusters Score -6223061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -6223073.500000 Penalty: 5257.750000
	Iteration 49Q: 3 clusters Score -6223074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -6223077.000000 Penalty: 5257.750000
	Iteration 50Q: 3 clusters Score -6223077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -6223081.500000 Penalty: 5257.750000
	Iteration 51Q: 3 clusters Score -6223082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -6223078.000000 Penalty: 5257.750000
	Iteration 52Q: 3 clusters Score -6223078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -6223083.500000 Penalty: 5257.750000
	Iteration 53Q: 3 clusters Score -6223084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -6223090.500000 Penalty: 5257.750000
	Iteration 54Q: 3 clusters Score -6223090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6223088.500000 Penalty: 5257.750000
	Iteration 55Q: 3 clusters Score -6223088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -6223090.000000 Penalty: 5257.750000
	Iteration 56Q: 3 clusters Score -6223090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6223089.500000 Penalty: 5257.750000
	Iteration 57Q: 3 clusters Score -6223090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6223086.500000 Penalty: 5257.750000
	Iteration 58Q: 3 clusters Score -6223086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6223086.500000 Penalty: 5257.750000
	Iteration 59F: 3 clusters Score -6223086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 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 112 members 
Entering Unmasked Estep 
Score: -21181.863281 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21181.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21279.599609 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21279.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21327.009766 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -21327.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21334.884766 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21334.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21343.125000 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21343.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21345.500000 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21345.500000 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -21345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Entering Unmasked Estep 
Score: -4751153.000000 Penalty: 2563.171143
	Iteration 0F: 2 clusters Score -4751153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4730186.500000 Penalty: 5126.342285
	Iteration 0F: 3 clusters Score -4730186 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4737536.000000 Penalty: 5126.342285
	Iteration 1F: 3 clusters Score -4737536 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4738031.000000 Penalty: 5126.342285
	Iteration 2Q: 3 clusters Score -4738031 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -4738523.500000 Penalty: 5126.342285
	Iteration 3Q: 3 clusters Score -4738524 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4739053.000000 Penalty: 5126.342285
	Iteration 4Q: 3 clusters Score -4739053 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4739758.500000 Penalty: 5126.342285
	Iteration 5Q: 3 clusters Score -4739758 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4740735.500000 Penalty: 5126.342285
	Iteration 6Q: 3 clusters Score -4740736 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4741940.500000 Penalty: 5126.342285
	Iteration 7F: 3 clusters Score -4741940 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4743294.000000 Penalty: 5126.342285
	Iteration 8F: 3 clusters Score -4743294 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -4744650.500000 Penalty: 5126.342285
	Iteration 9F: 3 clusters Score -4744650 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4745734.000000 Penalty: 5126.342285
	Iteration 10Q: 3 clusters Score -4745734 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4746570.000000 Penalty: 5126.342285
	Iteration 11Q: 3 clusters Score -4746570 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4747195.500000 Penalty: 5126.342285
	Iteration 12Q: 3 clusters Score -4747196 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4747621.000000 Penalty: 5126.342285
	Iteration 13Q: 3 clusters Score -4747621 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4747957.000000 Penalty: 5126.342285
	Iteration 14Q: 3 clusters Score -4747957 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4748188.500000 Penalty: 5126.342285
	Iteration 15Q: 3 clusters Score -4748188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4748349.500000 Penalty: 5126.342285
	Iteration 16Q: 3 clusters Score -4748350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4748457.000000 Penalty: 5126.342285
	Iteration 17Q: 3 clusters Score -4748457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4748559.000000 Penalty: 5126.342285
	Iteration 18Q: 3 clusters Score -4748559 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4748659.500000 Penalty: 5126.342285
	Iteration 19Q: 3 clusters Score -4748660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4748736.500000 Penalty: 5126.342285
	Iteration 20F: 3 clusters Score -4748736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4748782.000000 Penalty: 5126.342285
	Iteration 21Q: 3 clusters Score -4748782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4748817.000000 Penalty: 5126.342285
	Iteration 22Q: 3 clusters Score -4748817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4748844.000000 Penalty: 5126.342285
	Iteration 23Q: 3 clusters Score -4748844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4748874.500000 Penalty: 5126.342285
	Iteration 24Q: 3 clusters Score -4748874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4748892.000000 Penalty: 5126.342285
	Iteration 25Q: 3 clusters Score -4748892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4748907.000000 Penalty: 5126.342285
	Iteration 26Q: 3 clusters Score -4748907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4748910.000000 Penalty: 5126.342285
	Iteration 27Q: 3 clusters Score -4748910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4748921.500000 Penalty: 5126.342285
	Iteration 28Q: 3 clusters Score -4748922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4748933.000000 Penalty: 5126.342285
	Iteration 29Q: 3 clusters Score -4748933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4748943.500000 Penalty: 5126.342285
	Iteration 30Q: 3 clusters Score -4748944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4748953.000000 Penalty: 5126.342285
	Iteration 31Q: 3 clusters Score -4748953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4748959.500000 Penalty: 5126.342285
	Iteration 32Q: 3 clusters Score -4748960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4748965.500000 Penalty: 5126.342285
	Iteration 33Q: 3 clusters Score -4748966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4748973.000000 Penalty: 5126.342285
	Iteration 34Q: 3 clusters Score -4748973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4748975.000000 Penalty: 5126.342285
	Iteration 35Q: 3 clusters Score -4748975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4748978.000000 Penalty: 5126.342285
	Iteration 36Q: 3 clusters Score -4748978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4748979.500000 Penalty: 5126.342285
	Iteration 37Q: 3 clusters Score -4748980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4748985.500000 Penalty: 5126.342285
	Iteration 38Q: 3 clusters Score -4748986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4748991.000000 Penalty: 5126.342285
	Iteration 39Q: 3 clusters Score -4748991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4748991.000000 Penalty: 5126.342285
	Iteration 40F: 3 clusters Score -4748991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4748992.000000 Penalty: 5126.342285
	Iteration 41Q: 3 clusters Score -4748992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4748999.500000 Penalty: 5126.342285
	Iteration 42Q: 3 clusters Score -4749000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4749001.000000 Penalty: 5126.342285
	Iteration 43Q: 3 clusters Score -4749001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4749002.000000 Penalty: 5126.342285
	Iteration 44Q: 3 clusters Score -4749002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4749002.000000 Penalty: 5126.342285
	Iteration 45F: 3 clusters Score -4749002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -716245.437500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -716245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -711791.812500 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -711791.8 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -712859.562500 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -712859.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -713101.375000 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -713101.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -713262.000000 Penalty: 4207.678711
	Iteration 3F: 3 clusters Score -713262 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -713402.125000 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -713402.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -713507.812500 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -713507.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -713595.125000 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -713595.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -713670.062500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -713670.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -713746.250000 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -713746.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -713825.250000 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -713825.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -713913.812500 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -713913.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -713984.187500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -713984.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -714039.625000 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -714039.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -714103.750000 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -714103.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -714161.312500 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -714161.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -714212.312500 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -714212.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -714256.750000 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -714256.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -714301.187500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -714301.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -714336.812500 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -714336.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -714366.562500 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -714366.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -714395.812500 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -714395.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -714417.187500 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -714417.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -714432.937500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -714432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -714441.500000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -714441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -714446.750000 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -714446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -714451.250000 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -714451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -714456.875000 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -714456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -714461.500000 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -714461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -714464.812500 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -714464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -714468.125000 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -714468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -714470.750000 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -714470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -714474.875000 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -714474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -714479.687500 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -714479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -714480.500000 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -714480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -714481.500000 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -714481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -714482.062500 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -714482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -714485.562500 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -714485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -714486.687500 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -714486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -714491.687500 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -714491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -714493.937500 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -714493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -714495.625000 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -714495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -714498.062500 Penalty: 4207.678711
	Iteration 41Q: 3 clusters Score -714498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -714499.500000 Penalty: 4207.678711
	Iteration 42Q: 3 clusters Score -714499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -714499.312500 Penalty: 4207.678711
	Iteration 43Q: 3 clusters Score -714499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -714501.500000 Penalty: 4207.678711
	Iteration 44Q: 3 clusters Score -714501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -714502.687500 Penalty: 4207.678711
	Iteration 45Q: 3 clusters Score -714502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -714502.937500 Penalty: 4207.678711
	Iteration 46Q: 3 clusters Score -714502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -714506.250000 Penalty: 4207.678711
	Iteration 47Q: 3 clusters Score -714506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -714509.375000 Penalty: 4207.678711
	Iteration 48Q: 3 clusters Score -714509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -714510.562500 Penalty: 4207.678711
	Iteration 49Q: 3 clusters Score -714510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -714513.062500 Penalty: 4207.678711
	Iteration 50Q: 3 clusters Score -714513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -714514.687500 Penalty: 4207.678711
	Iteration 51Q: 3 clusters Score -714514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -714515.937500 Penalty: 4207.678711
	Iteration 52Q: 3 clusters Score -714515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -714516.375000 Penalty: 4207.678711
	Iteration 53Q: 3 clusters Score -714516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -714516.375000 Penalty: 4207.678711
	Iteration 54F: 3 clusters Score -714516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Entering Unmasked Estep 
Score: -7914232.500000 Penalty: 2688.779541
	Iteration 0F: 2 clusters Score -7914232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -7879666.000000 Penalty: 5377.559082
	Iteration 0F: 3 clusters Score -7879666 nChanged 23848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7893097.500000 Penalty: 5377.559082
	Iteration 1F: 3 clusters Score -7893098 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7893718.500000 Penalty: 5377.559082
	Iteration 2Q: 3 clusters Score -7893718 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -7894362.000000 Penalty: 5377.559082
	Iteration 3Q: 3 clusters Score -7894362 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -7895105.500000 Penalty: 5377.559082
	Iteration 4Q: 3 clusters Score -7895106 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7896166.500000 Penalty: 5377.559082
	Iteration 5Q: 3 clusters Score -7896166 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -7897685.000000 Penalty: 5377.559082
	Iteration 6Q: 3 clusters Score -7897685 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -7899572.000000 Penalty: 5377.559082
	Iteration 7F: 3 clusters Score -7899572 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -7901945.500000 Penalty: 5377.559082
	Iteration 8F: 3 clusters Score -7901946 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -7904561.000000 Penalty: 5377.559082
	Iteration 9F: 3 clusters Score -7904561 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7906808.500000 Penalty: 5377.559082
	Iteration 10F: 3 clusters Score -7906808 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7908637.500000 Penalty: 5377.559082
	Iteration 11Q: 3 clusters Score -7908638 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7910004.500000 Penalty: 5377.559082
	Iteration 12Q: 3 clusters Score -7910004 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7910807.000000 Penalty: 5377.559082
	Iteration 13Q: 3 clusters Score -7910807 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7911206.000000 Penalty: 5377.559082
	Iteration 14Q: 3 clusters Score -7911206 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7911479.000000 Penalty: 5377.559082
	Iteration 15Q: 3 clusters Score -7911479 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7911654.000000 Penalty: 5377.559082
	Iteration 16Q: 3 clusters Score -7911654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7911748.000000 Penalty: 5377.559082
	Iteration 17Q: 3 clusters Score -7911748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7911820.000000 Penalty: 5377.559082
	Iteration 18Q: 3 clusters Score -7911820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7911860.000000 Penalty: 5377.559082
	Iteration 19Q: 3 clusters Score -7911860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7911899.000000 Penalty: 5377.559082
	Iteration 20F: 3 clusters Score -7911899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7911924.000000 Penalty: 5377.559082
	Iteration 21Q: 3 clusters Score -7911924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7911936.000000 Penalty: 5377.559082
	Iteration 22Q: 3 clusters Score -7911936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7911945.000000 Penalty: 5377.559082
	Iteration 23Q: 3 clusters Score -7911945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7911950.000000 Penalty: 5377.559082
	Iteration 24Q: 3 clusters Score -7911950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7911959.000000 Penalty: 5377.559082
	Iteration 25Q: 3 clusters Score -7911959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7911956.000000 Penalty: 5377.559082
	Iteration 26Q: 3 clusters Score -7911956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7911958.000000 Penalty: 5377.559082
	Iteration 27Q: 3 clusters Score -7911958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7911958.000000 Penalty: 5377.559082
	Iteration 28F: 3 clusters Score -7911958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -3095264.250000 Penalty: 2461.097656
	Iteration 0F: 2 clusters Score -3095264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3080870.000000 Penalty: 4922.195312
	Iteration 0F: 3 clusters Score -3080870 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3085703.000000 Penalty: 4922.195312
	Iteration 1F: 3 clusters Score -3085703 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3086047.000000 Penalty: 4922.195312
	Iteration 2F: 3 clusters Score -3086047 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3086322.000000 Penalty: 4922.195312
	Iteration 3Q: 3 clusters Score -3086322 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3086590.750000 Penalty: 4922.195312
	Iteration 4Q: 3 clusters Score -3086591 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3086825.000000 Penalty: 4922.195312
	Iteration 5Q: 3 clusters Score -3086825 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3087039.750000 Penalty: 4922.195312
	Iteration 6Q: 3 clusters Score -3087040 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3087217.000000 Penalty: 4922.195312
	Iteration 7Q: 3 clusters Score -3087217 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3087384.500000 Penalty: 4922.195312
	Iteration 8Q: 3 clusters Score -3087384 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3087510.250000 Penalty: 4922.195312
	Iteration 9Q: 3 clusters Score -3087510 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3087635.250000 Penalty: 4922.195312
	Iteration 10Q: 3 clusters Score -3087635 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3087743.250000 Penalty: 4922.195312
	Iteration 11Q: 3 clusters Score -3087743 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3087832.500000 Penalty: 4922.195312
	Iteration 12Q: 3 clusters Score -3087832 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3087938.000000 Penalty: 4922.195312
	Iteration 13Q: 3 clusters Score -3087938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3088051.000000 Penalty: 4922.195312
	Iteration 14Q: 3 clusters Score -3088051 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3088163.250000 Penalty: 4922.195312
	Iteration 15Q: 3 clusters Score -3088163 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3088272.500000 Penalty: 4922.195312
	Iteration 16Q: 3 clusters Score -3088272 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3088384.750000 Penalty: 4922.195312
	Iteration 17Q: 3 clusters Score -3088385 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3088531.750000 Penalty: 4922.195312
	Iteration 18Q: 3 clusters Score -3088532 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3088697.250000 Penalty: 4922.195312
	Iteration 19Q: 3 clusters Score -3088697 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3088869.250000 Penalty: 4922.195312
	Iteration 20F: 3 clusters Score -3088869 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3089147.500000 Penalty: 4922.195312
	Iteration 21Q: 3 clusters Score -3089148 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3089461.000000 Penalty: 4922.195312
	Iteration 22Q: 3 clusters Score -3089461 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3089837.000000 Penalty: 4922.195312
	Iteration 23Q: 3 clusters Score -3089837 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3090263.000000 Penalty: 4922.195312
	Iteration 24Q: 3 clusters Score -3090263 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3090728.000000 Penalty: 4922.195312
	Iteration 25Q: 3 clusters Score -3090728 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3091180.750000 Penalty: 4922.195312
	Iteration 26Q: 3 clusters Score -3091181 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3091616.750000 Penalty: 4922.195312
	Iteration 27Q: 3 clusters Score -3091617 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3092054.500000 Penalty: 4922.195312
	Iteration 28Q: 3 clusters Score -3092054 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3092461.750000 Penalty: 4922.195312
	Iteration 29Q: 3 clusters Score -3092462 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3092791.250000 Penalty: 4922.195312
	Iteration 30Q: 3 clusters Score -3092791 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3093028.250000 Penalty: 4922.195312
	Iteration 31Q: 3 clusters Score -3093028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3093183.500000 Penalty: 4922.195312
	Iteration 32Q: 3 clusters Score -3093184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3093297.750000 Penalty: 4922.195312
	Iteration 33Q: 3 clusters Score -3093298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3093367.000000 Penalty: 4922.195312
	Iteration 34Q: 3 clusters Score -3093367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3093406.750000 Penalty: 4922.195312
	Iteration 35Q: 3 clusters Score -3093407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3093431.250000 Penalty: 4922.195312
	Iteration 36Q: 3 clusters Score -3093431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3093458.250000 Penalty: 4922.195312
	Iteration 37Q: 3 clusters Score -3093458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3093472.250000 Penalty: 4922.195312
	Iteration 38Q: 3 clusters Score -3093472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3093489.750000 Penalty: 4922.195312
	Iteration 39Q: 3 clusters Score -3093490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3093491.250000 Penalty: 4922.195312
	Iteration 40F: 3 clusters Score -3093491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3093496.750000 Penalty: 4922.195312
	Iteration 41Q: 3 clusters Score -3093497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3093495.250000 Penalty: 4922.195312
	Iteration 42Q: 3 clusters Score -3093495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3093495.250000 Penalty: 4922.195312
	Iteration 43Q: 3 clusters Score -3093495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3093499.250000 Penalty: 4922.195312
	Iteration 44Q: 3 clusters Score -3093499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3093501.500000 Penalty: 4922.195312
	Iteration 45Q: 3 clusters Score -3093502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3093500.000000 Penalty: 4922.195312
	Iteration 46Q: 3 clusters Score -3093500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3093500.500000 Penalty: 4922.195312
	Iteration 47Q: 3 clusters Score -3093500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3093501.750000 Penalty: 4922.195312
	Iteration 48Q: 3 clusters Score -3093502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3093501.250000 Penalty: 4922.195312
	Iteration 49Q: 3 clusters Score -3093501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3093500.500000 Penalty: 4922.195312
	Iteration 50Q: 3 clusters Score -3093500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3093503.750000 Penalty: 4922.195312
	Iteration 51Q: 3 clusters Score -3093504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3093503.750000 Penalty: 4922.195312
	Iteration 52F: 3 clusters Score -3093504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -1043210.875000 Penalty: 2197.474121
	Iteration 0F: 2 clusters Score -1043211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1037355.687500 Penalty: 4394.948242
	Iteration 0F: 3 clusters Score -1037356 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1038920.000000 Penalty: 4394.948242
	Iteration 1F: 3 clusters Score -1038920 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1039250.812500 Penalty: 4394.948242
	Iteration 2F: 3 clusters Score -1039251 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1039602.000000 Penalty: 4394.948242
	Iteration 3F: 3 clusters Score -1039602 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1039974.687500 Penalty: 4394.948242
	Iteration 4F: 3 clusters Score -1039975 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1040372.125000 Penalty: 4394.948242
	Iteration 5F: 3 clusters Score -1040372 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1040719.187500 Penalty: 4394.948242
	Iteration 6F: 3 clusters Score -1040719 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1040968.187500 Penalty: 4394.948242
	Iteration 7F: 3 clusters Score -1040968 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1041122.062500 Penalty: 4394.948242
	Iteration 8Q: 3 clusters Score -1041122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1041243.187500 Penalty: 4394.948242
	Iteration 9Q: 3 clusters Score -1041243 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1041354.812500 Penalty: 4394.948242
	Iteration 10Q: 3 clusters Score -1041355 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1041463.687500 Penalty: 4394.948242
	Iteration 11Q: 3 clusters Score -1041464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1041562.875000 Penalty: 4394.948242
	Iteration 12Q: 3 clusters Score -1041563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1041644.750000 Penalty: 4394.948242
	Iteration 13Q: 3 clusters Score -1041645 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1041704.312500 Penalty: 4394.948242
	Iteration 14Q: 3 clusters Score -1041704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1041741.625000 Penalty: 4394.948242
	Iteration 15Q: 3 clusters Score -1041742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1041773.312500 Penalty: 4394.948242
	Iteration 16Q: 3 clusters Score -1041773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1041804.937500 Penalty: 4394.948242
	Iteration 17Q: 3 clusters Score -1041805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1041832.562500 Penalty: 4394.948242
	Iteration 18Q: 3 clusters Score -1041833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1041864.062500 Penalty: 4394.948242
	Iteration 19Q: 3 clusters Score -1041864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1041905.062500 Penalty: 4394.948242
	Iteration 20F: 3 clusters Score -1041905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1041943.625000 Penalty: 4394.948242
	Iteration 21Q: 3 clusters Score -1041944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1041985.687500 Penalty: 4394.948242
	Iteration 22Q: 3 clusters Score -1041986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1042023.000000 Penalty: 4394.948242
	Iteration 23Q: 3 clusters Score -1042023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1042045.937500 Penalty: 4394.948242
	Iteration 24Q: 3 clusters Score -1042046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1042074.062500 Penalty: 4394.948242
	Iteration 25Q: 3 clusters Score -1042074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1042100.562500 Penalty: 4394.948242
	Iteration 26Q: 3 clusters Score -1042101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1042112.375000 Penalty: 4394.948242
	Iteration 27Q: 3 clusters Score -1042112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1042124.812500 Penalty: 4394.948242
	Iteration 28Q: 3 clusters Score -1042125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1042136.125000 Penalty: 4394.948242
	Iteration 29Q: 3 clusters Score -1042136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1042143.250000 Penalty: 4394.948242
	Iteration 30Q: 3 clusters Score -1042143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1042147.125000 Penalty: 4394.948242
	Iteration 31Q: 3 clusters Score -1042147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1042151.437500 Penalty: 4394.948242
	Iteration 32Q: 3 clusters Score -1042151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1042150.312500 Penalty: 4394.948242
	Iteration 33Q: 3 clusters Score -1042150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1042154.250000 Penalty: 4394.948242
	Iteration 34Q: 3 clusters Score -1042154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1042156.937500 Penalty: 4394.948242
	Iteration 35Q: 3 clusters Score -1042157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1042158.687500 Penalty: 4394.948242
	Iteration 36Q: 3 clusters Score -1042159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1042160.312500 Penalty: 4394.948242
	Iteration 37Q: 3 clusters Score -1042160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1042162.625000 Penalty: 4394.948242
	Iteration 38Q: 3 clusters Score -1042163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1042165.000000 Penalty: 4394.948242
	Iteration 39Q: 3 clusters Score -1042165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1042166.000000 Penalty: 4394.948242
	Iteration 40F: 3 clusters Score -1042166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -345094.687500 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345094.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -345801.843750 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345801.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346040.156250 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -346040.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -346242.625000 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346242.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346390.375000 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346390.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346516.562500 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346516.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -346612.937500 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346612.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -346682.781250 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346682.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -346742.875000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -346783.343750 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346783.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -346806.906250 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -346817.687500 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346817.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -346826.218750 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -346829.718750 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346837.468750 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346846.093750 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346852.000000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -346856.187500 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346857.968750 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -346858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -346859.812500 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -346859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -346863.187500 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -346863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -346865.031250 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -346865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -346865.812500 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -346865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -346867.593750 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -346867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -346868.312500 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -346868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346869.843750 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -346869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346870.812500 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -346870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -346875.062500 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -346875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -346876.000000 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -346876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -346877.218750 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -346877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -346878.625000 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -346878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -346880.687500 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -346880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -346883.656250 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -346883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -346885.687500 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -346885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -346886.218750 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -346886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -346890.062500 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -346890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -346893.093750 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -346893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -346893.812500 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -346893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -346894.250000 Penalty: 3919.083008
	Iteration 38Q: 3 clusters Score -346894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -346894.250000 Penalty: 3919.083008
	Iteration 39F: 3 clusters Score -346894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -1023668.062500 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -1023668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1018079.437500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -1018079 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1019510.812500 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -1019511 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1019744.187500 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -1019744 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1019884.687500 Penalty: 4367.912109
	Iteration 3Q: 3 clusters Score -1019885 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1019981.187500 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -1019981 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1020046.500000 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -1020046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1020094.500000 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -1020094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1020134.562500 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -1020135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1020165.000000 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -1020165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1020190.625000 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -1020191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1020214.812500 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -1020215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1020231.000000 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -1020231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1020251.375000 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -1020251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1020271.625000 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -1020272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1020287.125000 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -1020287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1020297.812500 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -1020298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1020307.187500 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -1020307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1020313.937500 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -1020314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1020317.625000 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -1020318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1020319.687500 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -1020320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1020324.312500 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -1020324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1020330.812500 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -1020331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1020337.562500 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -1020338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1020344.125000 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -1020344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1020346.187500 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -1020346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1020349.500000 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -1020350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1020351.437500 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -1020351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1020351.750000 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -1020352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1020353.000000 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -1020353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1020356.312500 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -1020356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1020358.187500 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -1020358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1020358.000000 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -1020358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1020358.625000 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -1020359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1020359.437500 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -1020359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1020362.625000 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -1020363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1020365.812500 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -1020366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1020366.062500 Penalty: 4367.912109
	Iteration 36Q: 3 clusters Score -1020366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1020368.375000 Penalty: 4367.912109
	Iteration 37Q: 3 clusters Score -1020368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1020372.937500 Penalty: 4367.912109
	Iteration 38Q: 3 clusters Score -1020373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1020373.000000 Penalty: 4367.912109
	Iteration 39Q: 3 clusters Score -1020373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1020375.000000 Penalty: 4367.912109
	Iteration 40F: 3 clusters Score -1020375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1020379.312500 Penalty: 4367.912109
	Iteration 41Q: 3 clusters Score -1020379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1020383.625000 Penalty: 4367.912109
	Iteration 42Q: 3 clusters Score -1020384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1020388.562500 Penalty: 4367.912109
	Iteration 43Q: 3 clusters Score -1020389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1020392.500000 Penalty: 4367.912109
	Iteration 44Q: 3 clusters Score -1020392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1020395.125000 Penalty: 4367.912109
	Iteration 45Q: 3 clusters Score -1020395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1020401.687500 Penalty: 4367.912109
	Iteration 46Q: 3 clusters Score -1020402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1020403.500000 Penalty: 4367.912109
	Iteration 47Q: 3 clusters Score -1020404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1020407.625000 Penalty: 4367.912109
	Iteration 48Q: 3 clusters Score -1020408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1020409.875000 Penalty: 4367.912109
	Iteration 49Q: 3 clusters Score -1020410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1020413.937500 Penalty: 4367.912109
	Iteration 50Q: 3 clusters Score -1020414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1020420.062500 Penalty: 4367.912109
	Iteration 51Q: 3 clusters Score -1020420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1020428.000000 Penalty: 4367.912109
	Iteration 52Q: 3 clusters Score -1020428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1020432.562500 Penalty: 4367.912109
	Iteration 53Q: 3 clusters Score -1020433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1020434.250000 Penalty: 4367.912109
	Iteration 54Q: 3 clusters Score -1020434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1020438.187500 Penalty: 4367.912109
	Iteration 55Q: 3 clusters Score -1020438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1020440.875000 Penalty: 4367.912109
	Iteration 56Q: 3 clusters Score -1020441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1020441.750000 Penalty: 4367.912109
	Iteration 57Q: 3 clusters Score -1020442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1020445.812500 Penalty: 4367.912109
	Iteration 58Q: 3 clusters Score -1020446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1020449.062500 Penalty: 4367.912109
	Iteration 59Q: 3 clusters Score -1020449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1020448.437500 Penalty: 4367.912109
	Iteration 60F: 3 clusters Score -1020448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1020450.750000 Penalty: 4367.912109
	Iteration 61Q: 3 clusters Score -1020451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1020451.375000 Penalty: 4367.912109
	Iteration 62Q: 3 clusters Score -1020451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1020457.562500 Penalty: 4367.912109
	Iteration 63Q: 3 clusters Score -1020458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1020458.937500 Penalty: 4367.912109
	Iteration 64Q: 3 clusters Score -1020459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1020462.937500 Penalty: 4367.912109
	Iteration 65Q: 3 clusters Score -1020463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1020466.312500 Penalty: 4367.912109
	Iteration 66Q: 3 clusters Score -1020466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1020466.000000 Penalty: 4367.912109
	Iteration 67Q: 3 clusters Score -1020466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1020469.687500 Penalty: 4367.912109
	Iteration 68Q: 3 clusters Score -1020470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1020472.625000 Penalty: 4367.912109
	Iteration 69Q: 3 clusters Score -1020473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1020477.687500 Penalty: 4367.912109
	Iteration 70Q: 3 clusters Score -1020478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1020483.187500 Penalty: 4367.912109
	Iteration 71Q: 3 clusters Score -1020483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1020486.375000 Penalty: 4367.912109
	Iteration 72Q: 3 clusters Score -1020486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1020486.187500 Penalty: 4367.912109
	Iteration 73Q: 3 clusters Score -1020486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1020486.062500 Penalty: 4367.912109
	Iteration 74Q: 3 clusters Score -1020486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1020488.687500 Penalty: 4367.912109
	Iteration 75Q: 3 clusters Score -1020489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1020489.187500 Penalty: 4367.912109
	Iteration 76Q: 3 clusters Score -1020489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1020487.312500 Penalty: 4367.912109
	Iteration 77Q: 3 clusters Score -1020487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1020489.062500 Penalty: 4367.912109
	Iteration 78Q: 3 clusters Score -1020489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1020489.312500 Penalty: 4367.912109
	Iteration 79Q: 3 clusters Score -1020489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1020489.562500 Penalty: 4367.912109
	Iteration 80F: 3 clusters Score -1020490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1020490.625000 Penalty: 4367.912109
	Iteration 81Q: 3 clusters Score -1020491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1020490.625000 Penalty: 4367.912109
	Iteration 82F: 3 clusters Score -1020491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Entering Unmasked Estep 
Score: -9348659.000000 Penalty: 2728.586670
	Iteration 0F: 2 clusters Score -9348659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -9308409.000000 Penalty: 5457.173340
	Iteration 0F: 3 clusters Score -9308409 nChanged 27894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -9323998.000000 Penalty: 5457.173340
	Iteration 1F: 3 clusters Score -9323998 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -9324683.000000 Penalty: 5457.173340
	Iteration 2Q: 3 clusters Score -9324683 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -9325526.000000 Penalty: 5457.173340
	Iteration 3Q: 3 clusters Score -9325526 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -9326235.000000 Penalty: 5457.173340
	Iteration 4Q: 3 clusters Score -9326235 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -9327082.000000 Penalty: 5457.173340
	Iteration 5Q: 3 clusters Score -9327082 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -9328128.000000 Penalty: 5457.173340
	Iteration 6Q: 3 clusters Score -9328128 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -9329515.000000 Penalty: 5457.173340
	Iteration 7Q: 3 clusters Score -9329515 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -9331243.000000 Penalty: 5457.173340
	Iteration 8F: 3 clusters Score -9331243 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -9333438.000000 Penalty: 5457.173340
	Iteration 9F: 3 clusters Score -9333438 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -9335908.000000 Penalty: 5457.173340
	Iteration 10F: 3 clusters Score -9335908 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -9337845.000000 Penalty: 5457.173340
	Iteration 11F: 3 clusters Score -9337845 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -9338989.000000 Penalty: 5457.173340
	Iteration 12Q: 3 clusters Score -9338989 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -9339498.000000 Penalty: 5457.173340
	Iteration 13Q: 3 clusters Score -9339498 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -9339725.000000 Penalty: 5457.173340
	Iteration 14Q: 3 clusters Score -9339725 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -9339870.000000 Penalty: 5457.173340
	Iteration 15Q: 3 clusters Score -9339870 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9339992 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9340080 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9340187 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9340234 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -9340326.000000 Penalty: 5457.173340
	Iteration 20F: 3 clusters Score -9340326 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -9340424.000000 Penalty: 5457.173340
	Iteration 21Q: 3 clusters Score -9340424 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9340453.000000 Penalty: 5457.173340
	Iteration 22Q: 3 clusters Score -9340453 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -9340520.000000 Penalty: 5457.173340
	Iteration 23Q: 3 clusters Score -9340520 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -9340575.000000 Penalty: 5457.173340
	Iteration 24Q: 3 clusters Score -9340575 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -9340621.000000 Penalty: 5457.173340
	Iteration 25Q: 3 clusters Score -9340621 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9340707 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -9340769.000000 Penalty: 5457.173340
	Iteration 27Q: 3 clusters Score -9340769 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -9340827.000000 Penalty: 5457.173340
	Iteration 28Q: 3 clusters Score -9340827 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -9340859.000000 Penalty: 5457.173340
	Iteration 29Q: 3 clusters Score -9340859 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9340924 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9340986 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -9341030.000000 Penalty: 5457.173340
	Iteration 32Q: 3 clusters Score -9341030 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -9341123.000000 Penalty: 5457.173340
	Iteration 33Q: 3 clusters Score -9341123 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -9341229.000000 Penalty: 5457.173340
	Iteration 34Q: 3 clusters Score -9341229 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -9341327.000000 Penalty: 5457.173340
	Iteration 35Q: 3 clusters Score -9341327 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -9341411.000000 Penalty: 5457.173340
	Iteration 36Q: 3 clusters Score -9341411 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -9341453.000000 Penalty: 5457.173340
	Iteration 37Q: 3 clusters Score -9341453 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -9341545.000000 Penalty: 5457.173340
	Iteration 38Q: 3 clusters Score -9341545 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -9341657.000000 Penalty: 5457.173340
	Iteration 39Q: 3 clusters Score -9341657 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -9341733.000000 Penalty: 5457.173340
	Iteration 40F: 3 clusters Score -9341733 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -9341862.000000 Penalty: 5457.173340
	Iteration 41Q: 3 clusters Score -9341862 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -9342003.000000 Penalty: 5457.173340
	Iteration 42Q: 3 clusters Score -9342003 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -9342176.000000 Penalty: 5457.173340
	Iteration 43Q: 3 clusters Score -9342176 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9342284 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9342430 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9342555 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9342684 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9342837 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9342941 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9343084 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9343219 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9343381 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9343527 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9343616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9343785 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9343846 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9343954 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -9344033.000000 Penalty: 5457.173340
	Iteration 58Q: 3 clusters Score -9344033 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9344140 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -9344223.000000 Penalty: 5457.173340
	Iteration 60F: 3 clusters Score -9344223 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -9344327.000000 Penalty: 5457.173340
	Iteration 61Q: 3 clusters Score -9344327 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9344445.000000 Penalty: 5457.173340
	Iteration 62Q: 3 clusters Score -9344445 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9344532 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9344637 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9344748 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9344823 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9344982 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9345077 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -9345186.000000 Penalty: 5457.173340
	Iteration 69Q: 3 clusters Score -9345186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9345231.000000 Penalty: 5457.173340
	Iteration 70Q: 3 clusters Score -9345231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9345295 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9345391.000000 Penalty: 5457.173340
	Iteration 72Q: 3 clusters Score -9345391 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -9345419.000000 Penalty: 5457.173340
	Iteration 73Q: 3 clusters Score -9345419 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9345452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9345536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9345569 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9345625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9345704.000000 Penalty: 5457.173340
	Iteration 78Q: 3 clusters Score -9345704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9345747.000000 Penalty: 5457.173340
	Iteration 79Q: 3 clusters Score -9345747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9345761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9345804.000000 Penalty: 5457.173340
	Iteration 81Q: 3 clusters Score -9345804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9345835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9345880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9345880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9345924.000000 Penalty: 5457.173340
	Iteration 85Q: 3 clusters Score -9345924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9345957 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9345980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9346006 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9346025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9346030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9346039.000000 Penalty: 5457.173340
	Iteration 91Q: 3 clusters Score -9346039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9346049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9346062 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9346077 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9346104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9346118.000000 Penalty: 5457.173340
	Iteration 96Q: 3 clusters Score -9346118 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9346147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9346159.000000 Penalty: 5457.173340
	Iteration 98Q: 3 clusters Score -9346159 nChanged 29
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Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9346173.000000 Penalty: 5457.173340
	Iteration 99Q: 3 clusters Score -9346173 nChanged 27
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Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9346207.000000 Penalty: 5457.173340
	Iteration 100F: 3 clusters Score -9346207 nChanged 26
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Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9346210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9346199.000000 Penalty: 5457.173340
	Iteration 102Q: 3 clusters Score -9346199 nChanged 18
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Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9346200.000000 Penalty: 5457.173340
	Iteration 103Q: 3 clusters Score -9346200 nChanged 27
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Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9346213.000000 Penalty: 5457.173340
	Iteration 104Q: 3 clusters Score -9346213 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9346234 nChanged 20
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Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9346244.000000 Penalty: 5457.173340
	Iteration 106Q: 3 clusters Score -9346244 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9346260.000000 Penalty: 5457.173340
	Iteration 107Q: 3 clusters Score -9346260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9346268.000000 Penalty: 5457.173340
	Iteration 108Q: 3 clusters Score -9346268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9346275.000000 Penalty: 5457.173340
	Iteration 109Q: 3 clusters Score -9346275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9346275.000000 Penalty: 5457.173340
	Iteration 110Q: 3 clusters Score -9346275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9346279.000000 Penalty: 5457.173340
	Iteration 111Q: 3 clusters Score -9346279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9346284.000000 Penalty: 5457.173340
	Iteration 112Q: 3 clusters Score -9346284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9346290.000000 Penalty: 5457.173340
	Iteration 113Q: 3 clusters Score -9346290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9346290.000000 Penalty: 5457.173340
	Iteration 114Q: 3 clusters Score -9346290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9346293.000000 Penalty: 5457.173340
	Iteration 115Q: 3 clusters Score -9346293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9346289.000000 Penalty: 5457.173340
	Iteration 116Q: 3 clusters Score -9346289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9346291.000000 Penalty: 5457.173340
	Iteration 117Q: 3 clusters Score -9346291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9346303.000000 Penalty: 5457.173340
	Iteration 118Q: 3 clusters Score -9346303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9346297.000000 Penalty: 5457.173340
	Iteration 119Q: 3 clusters Score -9346297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9346310.000000 Penalty: 5457.173340
	Iteration 120F: 3 clusters Score -9346310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9346309.000000 Penalty: 5457.173340
	Iteration 121Q: 3 clusters Score -9346309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9346308.000000 Penalty: 5457.173340
	Iteration 122Q: 3 clusters Score -9346308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9346311.000000 Penalty: 5457.173340
	Iteration 123Q: 3 clusters Score -9346311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9346311.000000 Penalty: 5457.173340
	Iteration 124Q: 3 clusters Score -9346311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9346309.000000 Penalty: 5457.173340
	Iteration 125Q: 3 clusters Score -9346309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9346310.000000 Penalty: 5457.173340
	Iteration 126Q: 3 clusters Score -9346310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9346307.000000 Penalty: 5457.173340
	Iteration 127Q: 3 clusters Score -9346307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9346307.000000 Penalty: 5457.173340
	Iteration 128F: 3 clusters Score -9346307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -439216.812500 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -439216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -435838.156250 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -435838.2 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -436600.406250 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -436600.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -436859.312500 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -436859.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -437041.187500 Penalty: 3999.591797
	Iteration 3F: 3 clusters Score -437041.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -437207.156250 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -437207.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -437352.375000 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -437352.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -437443.062500 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -437443.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -437510.781250 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -437510.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -437568.750000 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -437568.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -437615.406250 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -437615.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -437661.281250 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -437661.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -437705.687500 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -437705.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -437739.531250 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -437739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -437758.406250 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -437758.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -437773.375000 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -437773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -437790.343750 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -437790.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -437803.812500 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -437803.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -437819.843750 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -437819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -437839.500000 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -437839.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -437859.468750 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -437859.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -437877.625000 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -437877.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -437895.187500 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -437895.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -437915.843750 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -437915.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -437939.312500 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -437939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -437965.218750 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -437965.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -437997.281250 Penalty: 3999.591797
	Iteration 25Q: 3 clusters Score -437997.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -438023.093750 Penalty: 3999.591797
	Iteration 26Q: 3 clusters Score -438023.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -438048.625000 Penalty: 3999.591797
	Iteration 27Q: 3 clusters Score -438048.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -438081.125000 Penalty: 3999.591797
	Iteration 28Q: 3 clusters Score -438081.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -438113.906250 Penalty: 3999.591797
	Iteration 29Q: 3 clusters Score -438113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -438155.750000 Penalty: 3999.591797
	Iteration 30Q: 3 clusters Score -438155.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -438191.531250 Penalty: 3999.591797
	Iteration 31Q: 3 clusters Score -438191.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -438210.843750 Penalty: 3999.591797
	Iteration 32Q: 3 clusters Score -438210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -438224.281250 Penalty: 3999.591797
	Iteration 33Q: 3 clusters Score -438224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -438231.843750 Penalty: 3999.591797
	Iteration 34Q: 3 clusters Score -438231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -438235.375000 Penalty: 3999.591797
	Iteration 35Q: 3 clusters Score -438235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -438236.218750 Penalty: 3999.591797
	Iteration 36Q: 3 clusters Score -438236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -438236.781250 Penalty: 3999.591797
	Iteration 37Q: 3 clusters Score -438236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -438238.593750 Penalty: 3999.591797
	Iteration 38Q: 3 clusters Score -438238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -438239.281250 Penalty: 3999.591797
	Iteration 39Q: 3 clusters Score -438239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -438240.468750 Penalty: 3999.591797
	Iteration 40F: 3 clusters Score -438240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -438240.718750 Penalty: 3999.591797
	Iteration 41Q: 3 clusters Score -438240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -438243.531250 Penalty: 3999.591797
	Iteration 42Q: 3 clusters Score -438243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -438246.406250 Penalty: 3999.591797
	Iteration 43Q: 3 clusters Score -438246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -438250.437500 Penalty: 3999.591797
	Iteration 44Q: 3 clusters Score -438250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -438260.281250 Penalty: 3999.591797
	Iteration 45Q: 3 clusters Score -438260.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -438275.937500 Penalty: 3999.591797
	Iteration 46Q: 3 clusters Score -438275.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -438296.906250 Penalty: 3999.591797
	Iteration 47Q: 3 clusters Score -438296.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -438317.031250 Penalty: 3999.591797
	Iteration 48Q: 3 clusters Score -438317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -438335.343750 Penalty: 3999.591797
	Iteration 49Q: 3 clusters Score -438335.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -438360.968750 Penalty: 3999.591797
	Iteration 50Q: 3 clusters Score -438361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -438388.187500 Penalty: 3999.591797
	Iteration 51Q: 3 clusters Score -438388.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -438409.562500 Penalty: 3999.591797
	Iteration 52Q: 3 clusters Score -438409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -438425.093750 Penalty: 3999.591797
	Iteration 53Q: 3 clusters Score -438425.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -438434.843750 Penalty: 3999.591797
	Iteration 54Q: 3 clusters Score -438434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -438440.437500 Penalty: 3999.591797
	Iteration 55Q: 3 clusters Score -438440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -438445.437500 Penalty: 3999.591797
	Iteration 56Q: 3 clusters Score -438445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -438451.062500 Penalty: 3999.591797
	Iteration 57Q: 3 clusters Score -438451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -438454.125000 Penalty: 3999.591797
	Iteration 58Q: 3 clusters Score -438454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -438460.656250 Penalty: 3999.591797
	Iteration 59Q: 3 clusters Score -438460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -438465.343750 Penalty: 3999.591797
	Iteration 60F: 3 clusters Score -438465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -438471.062500 Penalty: 3999.591797
	Iteration 61Q: 3 clusters Score -438471.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -438477.062500 Penalty: 3999.591797
	Iteration 62Q: 3 clusters Score -438477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -438482.312500 Penalty: 3999.591797
	Iteration 63Q: 3 clusters Score -438482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -438484.718750 Penalty: 3999.591797
	Iteration 64Q: 3 clusters Score -438484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -438489.281250 Penalty: 3999.591797
	Iteration 65Q: 3 clusters Score -438489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -438492.375000 Penalty: 3999.591797
	Iteration 66Q: 3 clusters Score -438492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -438495.281250 Penalty: 3999.591797
	Iteration 67Q: 3 clusters Score -438495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -438498.125000 Penalty: 3999.591797
	Iteration 68Q: 3 clusters Score -438498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -438500.562500 Penalty: 3999.591797
	Iteration 69Q: 3 clusters Score -438500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -438501.500000 Penalty: 3999.591797
	Iteration 70Q: 3 clusters Score -438501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -438503.125000 Penalty: 3999.591797
	Iteration 71Q: 3 clusters Score -438503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -438505.000000 Penalty: 3999.591797
	Iteration 72Q: 3 clusters Score -438505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -438505.968750 Penalty: 3999.591797
	Iteration 73Q: 3 clusters Score -438506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -438507.250000 Penalty: 3999.591797
	Iteration 74Q: 3 clusters Score -438507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -438508.000000 Penalty: 3999.591797
	Iteration 75Q: 3 clusters Score -438508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -438508.687500 Penalty: 3999.591797
	Iteration 76Q: 3 clusters Score -438508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -438510.468750 Penalty: 3999.591797
	Iteration 77Q: 3 clusters Score -438510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -438512.343750 Penalty: 3999.591797
	Iteration 78Q: 3 clusters Score -438512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -438513.843750 Penalty: 3999.591797
	Iteration 79Q: 3 clusters Score -438513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -438516.656250 Penalty: 3999.591797
	Iteration 80F: 3 clusters Score -438516.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -438520.031250 Penalty: 3999.591797
	Iteration 81Q: 3 clusters Score -438520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -438523.843750 Penalty: 3999.591797
	Iteration 82Q: 3 clusters Score -438523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -438527.437500 Penalty: 3999.591797
	Iteration 83Q: 3 clusters Score -438527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -438532.843750 Penalty: 3999.591797
	Iteration 84Q: 3 clusters Score -438532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -438534.562500 Penalty: 3999.591797
	Iteration 85Q: 3 clusters Score -438534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -438537.968750 Penalty: 3999.591797
	Iteration 86Q: 3 clusters Score -438538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -438541.500000 Penalty: 3999.591797
	Iteration 87Q: 3 clusters Score -438541.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -438544.218750 Penalty: 3999.591797
	Iteration 88Q: 3 clusters Score -438544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -438546.000000 Penalty: 3999.591797
	Iteration 89Q: 3 clusters Score -438546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -438548.531250 Penalty: 3999.591797
	Iteration 90Q: 3 clusters Score -438548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -438550.281250 Penalty: 3999.591797
	Iteration 91Q: 3 clusters Score -438550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -438550.906250 Penalty: 3999.591797
	Iteration 92Q: 3 clusters Score -438550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -438552.593750 Penalty: 3999.591797
	Iteration 93Q: 3 clusters Score -438552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -438553.687500 Penalty: 3999.591797
	Iteration 94Q: 3 clusters Score -438553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -438554.375000 Penalty: 3999.591797
	Iteration 95Q: 3 clusters Score -438554.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -438554.375000 Penalty: 3999.591797
	Iteration 96F: 3 clusters Score -438554.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41259.351562 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41259.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41496.113281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41496.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41706.304688 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41706.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41815.746094 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -41815.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41951.367188 Penalty: 2916.744385
	Iteration 4F: 3 clusters Score -41951.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42046.660156 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42046.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42091.234375 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42091.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42151.378906 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42151.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42164.441406 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42164.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42164.441406 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -42164.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Entering Unmasked Estep 
Score: -16383960.000000 Penalty: 2870.604248
	Iteration 0F: 2 clusters Score -1.638396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -16314013.000000 Penalty: 5741.208496
	Iteration 0F: 3 clusters Score -1.631401e+07 nChanged 50171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -16342564.000000 Penalty: 5741.208496
	Iteration 1F: 3 clusters Score -1.634256e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -16343649.000000 Penalty: 5741.208496
	Iteration 2Q: 3 clusters Score -1.634365e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -16345118.000000 Penalty: 5741.208496
	Iteration 3Q: 3 clusters Score -1.634512e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -16347464.000000 Penalty: 5741.208496
	Iteration 4Q: 3 clusters Score -1.634746e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -16350717.000000 Penalty: 5741.208496
	Iteration 5Q: 3 clusters Score -1.635072e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -16355399.000000 Penalty: 5741.208496
	Iteration 6F: 3 clusters Score -1.63554e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -16360779.000000 Penalty: 5741.208496
	Iteration 7F: 3 clusters Score -1.636078e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -16365851.000000 Penalty: 5741.208496
	Iteration 8F: 3 clusters Score -1.636585e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -16369659.000000 Penalty: 5741.208496
	Iteration 9F: 3 clusters Score -1.636966e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -16371959.000000 Penalty: 5741.208496
	Iteration 10Q: 3 clusters Score -1.637196e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -16373056.000000 Penalty: 5741.208496
	Iteration 11Q: 3 clusters Score -1.637306e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -16373529.000000 Penalty: 5741.208496
	Iteration 12Q: 3 clusters Score -1.637353e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -16373818.000000 Penalty: 5741.208496
	Iteration 13Q: 3 clusters Score -1.637382e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -16373975.000000 Penalty: 5741.208496
	Iteration 14Q: 3 clusters Score -1.637398e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -16374002.000000 Penalty: 5741.208496
	Iteration 15Q: 3 clusters Score -1.6374e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -16374076.000000 Penalty: 5741.208496
	Iteration 16Q: 3 clusters Score -1.637408e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -16374135.000000 Penalty: 5741.208496
	Iteration 17Q: 3 clusters Score -1.637414e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -16374224.000000 Penalty: 5741.208496
	Iteration 18Q: 3 clusters Score -1.637422e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -16374242.000000 Penalty: 5741.208496
	Iteration 19Q: 3 clusters Score -1.637424e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -16374334.000000 Penalty: 5741.208496
	Iteration 20F: 3 clusters Score -1.637433e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -16374422.000000 Penalty: 5741.208496
	Iteration 21Q: 3 clusters Score -1.637442e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -16374448.000000 Penalty: 5741.208496
	Iteration 22Q: 3 clusters Score -1.637445e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -16374520.000000 Penalty: 5741.208496
	Iteration 23Q: 3 clusters Score -1.637452e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -16374544.000000 Penalty: 5741.208496
	Iteration 24Q: 3 clusters Score -1.637454e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -16374571.000000 Penalty: 5741.208496
	Iteration 25Q: 3 clusters Score -1.637457e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -16374658.000000 Penalty: 5741.208496
	Iteration 26Q: 3 clusters Score -1.637466e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -16374691.000000 Penalty: 5741.208496
	Iteration 27Q: 3 clusters Score -1.637469e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -16374811.000000 Penalty: 5741.208496
	Iteration 28Q: 3 clusters Score -1.637481e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -16374788.000000 Penalty: 5741.208496
	Iteration 29Q: 3 clusters Score -1.637479e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -16374818.000000 Penalty: 5741.208496
	Iteration 30Q: 3 clusters Score -1.637482e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -16374898.000000 Penalty: 5741.208496
	Iteration 31Q: 3 clusters Score -1.63749e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -16374940.000000 Penalty: 5741.208496
	Iteration 32Q: 3 clusters Score -1.637494e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -16375032.000000 Penalty: 5741.208496
	Iteration 33Q: 3 clusters Score -1.637503e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -16375121.000000 Penalty: 5741.208496
	Iteration 34Q: 3 clusters Score -1.637512e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -16375197.000000 Penalty: 5741.208496
	Iteration 35Q: 3 clusters Score -1.63752e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -16375318.000000 Penalty: 5741.208496
	Iteration 36Q: 3 clusters Score -1.637532e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -16375392.000000 Penalty: 5741.208496
	Iteration 37Q: 3 clusters Score -1.637539e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -16375496.000000 Penalty: 5741.208496
	Iteration 38Q: 3 clusters Score -1.63755e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -16375723.000000 Penalty: 5741.208496
	Iteration 39Q: 3 clusters Score -1.637572e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -16375861.000000 Penalty: 5741.208496
	Iteration 40F: 3 clusters Score -1.637586e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -16376080.000000 Penalty: 5741.208496
	Iteration 41Q: 3 clusters Score -1.637608e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -16376386.000000 Penalty: 5741.208496
	Iteration 42Q: 3 clusters Score -1.637639e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -16376675.000000 Penalty: 5741.208496
	Iteration 43Q: 3 clusters Score -1.637668e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -16376981.000000 Penalty: 5741.208496
	Iteration 44Q: 3 clusters Score -1.637698e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -16377222.000000 Penalty: 5741.208496
	Iteration 45Q: 3 clusters Score -1.637722e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -16377550.000000 Penalty: 5741.208496
	Iteration 46Q: 3 clusters Score -1.637755e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -16377848.000000 Penalty: 5741.208496
	Iteration 47Q: 3 clusters Score -1.637785e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -16378184.000000 Penalty: 5741.208496
	Iteration 48Q: 3 clusters Score -1.637818e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -16378413.000000 Penalty: 5741.208496
	Iteration 49Q: 3 clusters Score -1.637841e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -16378678.000000 Penalty: 5741.208496
	Iteration 50Q: 3 clusters Score -1.637868e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -16378868.000000 Penalty: 5741.208496
	Iteration 51Q: 3 clusters Score -1.637887e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -16379161.000000 Penalty: 5741.208496
	Iteration 52Q: 3 clusters Score -1.637916e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -16379374.000000 Penalty: 5741.208496
	Iteration 53Q: 3 clusters Score -1.637937e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -16379611.000000 Penalty: 5741.208496
	Iteration 54Q: 3 clusters Score -1.637961e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -16379776.000000 Penalty: 5741.208496
	Iteration 55Q: 3 clusters Score -1.637978e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -16380068.000000 Penalty: 5741.208496
	Iteration 56Q: 3 clusters Score -1.638007e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -16380288.000000 Penalty: 5741.208496
	Iteration 57Q: 3 clusters Score -1.638029e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -16380438.000000 Penalty: 5741.208496
	Iteration 58Q: 3 clusters Score -1.638044e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -16380624.000000 Penalty: 5741.208496
	Iteration 59Q: 3 clusters Score -1.638062e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -16380829.000000 Penalty: 5741.208496
	Iteration 60F: 3 clusters Score -1.638083e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -16380937.000000 Penalty: 5741.208496
	Iteration 61Q: 3 clusters Score -1.638094e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -16381108.000000 Penalty: 5741.208496
	Iteration 62Q: 3 clusters Score -1.638111e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -16381183.000000 Penalty: 5741.208496
	Iteration 63Q: 3 clusters Score -1.638118e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -16381263.000000 Penalty: 5741.208496
	Iteration 64Q: 3 clusters Score -1.638126e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -16381323.000000 Penalty: 5741.208496
	Iteration 65Q: 3 clusters Score -1.638132e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -16381405.000000 Penalty: 5741.208496
	Iteration 66Q: 3 clusters Score -1.63814e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -16381461.000000 Penalty: 5741.208496
	Iteration 67Q: 3 clusters Score -1.638146e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -16381502.000000 Penalty: 5741.208496
	Iteration 68Q: 3 clusters Score -1.63815e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -16381545.000000 Penalty: 5741.208496
	Iteration 69Q: 3 clusters Score -1.638154e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -16381597.000000 Penalty: 5741.208496
	Iteration 70Q: 3 clusters Score -1.63816e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -16381601.000000 Penalty: 5741.208496
	Iteration 71Q: 3 clusters Score -1.63816e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -16381594.000000 Penalty: 5741.208496
	Iteration 72Q: 3 clusters Score -1.638159e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -16381624.000000 Penalty: 5741.208496
	Iteration 73Q: 3 clusters Score -1.638162e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -16381671.000000 Penalty: 5741.208496
	Iteration 74Q: 3 clusters Score -1.638167e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -16381706.000000 Penalty: 5741.208496
	Iteration 75Q: 3 clusters Score -1.638171e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -16381752.000000 Penalty: 5741.208496
	Iteration 76Q: 3 clusters Score -1.638175e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16381783.000000 Penalty: 5741.208496
	Iteration 77Q: 3 clusters Score -1.638178e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16381800.000000 Penalty: 5741.208496
	Iteration 78Q: 3 clusters Score -1.63818e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16381813.000000 Penalty: 5741.208496
	Iteration 79Q: 3 clusters Score -1.638181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16381803.000000 Penalty: 5741.208496
	Iteration 80F: 3 clusters Score -1.63818e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -16381818.000000 Penalty: 5741.208496
	Iteration 81Q: 3 clusters Score -1.638182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16381833.000000 Penalty: 5741.208496
	Iteration 82Q: 3 clusters Score -1.638183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -16381811.000000 Penalty: 5741.208496
	Iteration 83Q: 3 clusters Score -1.638181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -16381812.000000 Penalty: 5741.208496
	Iteration 84Q: 3 clusters Score -1.638181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -16381811.000000 Penalty: 5741.208496
	Iteration 85Q: 3 clusters Score -1.638181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16381801.000000 Penalty: 5741.208496
	Iteration 86Q: 3 clusters Score -1.63818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16381819.000000 Penalty: 5741.208496
	Iteration 87Q: 3 clusters Score -1.638182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -16381847.000000 Penalty: 5741.208496
	Iteration 88Q: 3 clusters Score -1.638185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -16381846.000000 Penalty: 5741.208496
	Iteration 89Q: 3 clusters Score -1.638185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -16381853.000000 Penalty: 5741.208496
	Iteration 90Q: 3 clusters Score -1.638185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -16381874.000000 Penalty: 5741.208496
	Iteration 91Q: 3 clusters Score -1.638187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16381883.000000 Penalty: 5741.208496
	Iteration 92Q: 3 clusters Score -1.638188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -16381884.000000 Penalty: 5741.208496
	Iteration 93Q: 3 clusters Score -1.638188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -16381890.000000 Penalty: 5741.208496
	Iteration 94Q: 3 clusters Score -1.638189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -16381881.000000 Penalty: 5741.208496
	Iteration 95Q: 3 clusters Score -1.638188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -16381890.000000 Penalty: 5741.208496
	Iteration 96Q: 3 clusters Score -1.638189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -16381888.000000 Penalty: 5741.208496
	Iteration 97Q: 3 clusters Score -1.638189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -16381888.000000 Penalty: 5741.208496
	Iteration 98Q: 3 clusters Score -1.638189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16381904.000000 Penalty: 5741.208496
	Iteration 99Q: 3 clusters Score -1.63819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -16381890.000000 Penalty: 5741.208496
	Iteration 100F: 3 clusters Score -1.638189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -16381909.000000 Penalty: 5741.208496
	Iteration 101Q: 3 clusters Score -1.638191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -16381945.000000 Penalty: 5741.208496
	Iteration 102Q: 3 clusters Score -1.638194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -16381934.000000 Penalty: 5741.208496
	Iteration 103Q: 3 clusters Score -1.638193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16381925.000000 Penalty: 5741.208496
	Iteration 104Q: 3 clusters Score -1.638192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -16381939.000000 Penalty: 5741.208496
	Iteration 105Q: 3 clusters Score -1.638194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -16381955.000000 Penalty: 5741.208496
	Iteration 106Q: 3 clusters Score -1.638196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16381964.000000 Penalty: 5741.208496
	Iteration 107Q: 3 clusters Score -1.638196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16381950.000000 Penalty: 5741.208496
	Iteration 108Q: 3 clusters Score -1.638195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -16381950.000000 Penalty: 5741.208496
	Iteration 109Q: 3 clusters Score -1.638195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -16381946.000000 Penalty: 5741.208496
	Iteration 110Q: 3 clusters Score -1.638195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104208 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16381956.000000 Penalty: 5741.208496
	Iteration 111Q: 3 clusters Score -1.638196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -16381955.000000 Penalty: 5741.208496
	Iteration 112Q: 3 clusters Score -1.638196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -16381953.000000 Penalty: 5741.208496
	Iteration 113Q: 3 clusters Score -1.638195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16381954.000000 Penalty: 5741.208496
	Iteration 114Q: 3 clusters Score -1.638195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16381961.000000 Penalty: 5741.208496
	Iteration 115Q: 3 clusters Score -1.638196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16381956.000000 Penalty: 5741.208496
	Iteration 116Q: 3 clusters Score -1.638196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16381963.000000 Penalty: 5741.208496
	Iteration 117Q: 3 clusters Score -1.638196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104227 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -16381955.000000 Penalty: 5741.208496
	Iteration 118Q: 3 clusters Score -1.638196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -16381965.000000 Penalty: 5741.208496
	Iteration 119Q: 3 clusters Score -1.638196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16381955.000000 Penalty: 5741.208496
	Iteration 120F: 3 clusters Score -1.638196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16381948.000000 Penalty: 5741.208496
	Iteration 121Q: 3 clusters Score -1.638195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16381957.000000 Penalty: 5741.208496
	Iteration 122Q: 3 clusters Score -1.638196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104251 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -16381944.000000 Penalty: 5741.208496
	Iteration 123Q: 3 clusters Score -1.638194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -16381944.000000 Penalty: 5741.208496
	Iteration 124Q: 3 clusters Score -1.638194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -16381941.000000 Penalty: 5741.208496
	Iteration 125Q: 3 clusters Score -1.638194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -16381935.000000 Penalty: 5741.208496
	Iteration 126Q: 3 clusters Score -1.638194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -16381927.000000 Penalty: 5741.208496
	Iteration 127Q: 3 clusters Score -1.638193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -16381955.000000 Penalty: 5741.208496
	Iteration 128Q: 3 clusters Score -1.638196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -16381963.000000 Penalty: 5741.208496
	Iteration 129Q: 3 clusters Score -1.638196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -16381949.000000 Penalty: 5741.208496
	Iteration 130Q: 3 clusters Score -1.638195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16381961.000000 Penalty: 5741.208496
	Iteration 131Q: 3 clusters Score -1.638196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16381967.000000 Penalty: 5741.208496
	Iteration 132Q: 3 clusters Score -1.638197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16381967.000000 Penalty: 5741.208496
	Iteration 133F: 3 clusters Score -1.638197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -314432.156250 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -314432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -311828.843750 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -311828.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -312293.906250 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -312293.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -312402.531250 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -312402.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312459.375000 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -312459.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -312501.187500 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -312501.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -312521.468750 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -312521.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312534.156250 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -312534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -312545.562500 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -312545.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -312562.281250 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -312562.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -312580.562500 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -312580.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -312594.687500 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -312594.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -312606.593750 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -312606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -312615.906250 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -312615.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312627.875000 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -312627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -312642.656250 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -312642.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -312650.562500 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -312650.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -312660.593750 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -312660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -312671.531250 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -312671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -312676.468750 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -312676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -312680.406250 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -312680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -312688.250000 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -312688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -312692.687500 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -312692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -312693.937500 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -312693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -312696.312500 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -312696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -312700.968750 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -312701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -312703.906250 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -312703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -312704.906250 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -312704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -312706.031250 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -312706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -312706.031250 Penalty: 3779.383301
	Iteration 28F: 3 clusters Score -312706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -761765.937500 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -761765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -757167.625000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -757167.6 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -758367.125000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -758367.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -758681.500000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -758681.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -758882.937500 Penalty: 4240.823730
	Iteration 3F: 3 clusters Score -758882.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -759095.812500 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -759095.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -759282.187500 Penalty: 4240.823730
	Iteration 5F: 3 clusters Score -759282.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -759459.687500 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -759459.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -759610.687500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -759610.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -759757.562500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -759757.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -759894.562500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -759894.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -760011.500000 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -760011.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -760098.562500 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -760098.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -760179.312500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -760179.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -760235.250000 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -760235.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -760280.375000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -760280.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -760314.437500 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -760314.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -760337.750000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -760337.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -760356.437500 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -760356.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -760366.187500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -760366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -760376.062500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -760376.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -760383.500000 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -760383.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -760394.500000 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -760394.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -760400.875000 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -760400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -760406.062500 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -760406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -760410.062500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -760410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -760412.312500 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -760412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -760414.750000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -760414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -760416.125000 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -760416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -760416.125000 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -760416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -760418.875000 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -760418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -760416.500000 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -760416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -760416.687500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -760416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -760416.187500 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -760416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -760418.562500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -760418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -760420.500000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -760420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -760422.687500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -760422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -760422.687500 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -760422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -760425.000000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -760425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -760425.062500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -760425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -760426.250000 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -760426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -760427.375000 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -760427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -760429.875000 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -760429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -760430.750000 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -760430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -760431.562500 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -760431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -760431.562500 Penalty: 4240.823730
	Iteration 44F: 3 clusters Score -760431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Entering Unmasked Estep 
Score: -16568440.000000 Penalty: 2872.489746
	Iteration 0F: 2 clusters Score -1.656844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -16499704.000000 Penalty: 5744.979492
	Iteration 0F: 3 clusters Score -1.64997e+07 nChanged 50720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -16529215.000000 Penalty: 5744.979492
	Iteration 1F: 3 clusters Score -1.652922e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -16530095.000000 Penalty: 5744.979492
	Iteration 2Q: 3 clusters Score -1.65301e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -16531247.000000 Penalty: 5744.979492
	Iteration 3Q: 3 clusters Score -1.653125e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -16532550.000000 Penalty: 5744.979492
	Iteration 4Q: 3 clusters Score -1.653255e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -16534389.000000 Penalty: 5744.979492
	Iteration 5Q: 3 clusters Score -1.653439e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -16536983.000000 Penalty: 5744.979492
	Iteration 6Q: 3 clusters Score -1.653698e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -16540697.000000 Penalty: 5744.979492
	Iteration 7F: 3 clusters Score -1.65407e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -16545460.000000 Penalty: 5744.979492
	Iteration 8F: 3 clusters Score -1.654546e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -16549699.000000 Penalty: 5744.979492
	Iteration 9F: 3 clusters Score -1.65497e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -16552010.000000 Penalty: 5744.979492
	Iteration 10Q: 3 clusters Score -1.655201e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -16553065.000000 Penalty: 5744.979492
	Iteration 11Q: 3 clusters Score -1.655306e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -16553904.000000 Penalty: 5744.979492
	Iteration 12Q: 3 clusters Score -1.65539e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -16554772.000000 Penalty: 5744.979492
	Iteration 13Q: 3 clusters Score -1.655477e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -16555562.000000 Penalty: 5744.979492
	Iteration 14Q: 3 clusters Score -1.655556e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -16556330.000000 Penalty: 5744.979492
	Iteration 15Q: 3 clusters Score -1.655633e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -16557070.000000 Penalty: 5744.979492
	Iteration 16Q: 3 clusters Score -1.655707e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -16557867.000000 Penalty: 5744.979492
	Iteration 17Q: 3 clusters Score -1.655787e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -16558513.000000 Penalty: 5744.979492
	Iteration 18Q: 3 clusters Score -1.655851e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -16559047.000000 Penalty: 5744.979492
	Iteration 19Q: 3 clusters Score -1.655905e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -16559508.000000 Penalty: 5744.979492
	Iteration 20F: 3 clusters Score -1.655951e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -16559839.000000 Penalty: 5744.979492
	Iteration 21Q: 3 clusters Score -1.655984e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -16560148.000000 Penalty: 5744.979492
	Iteration 22Q: 3 clusters Score -1.656015e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -16560338.000000 Penalty: 5744.979492
	Iteration 23Q: 3 clusters Score -1.656034e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -16560532.000000 Penalty: 5744.979492
	Iteration 24Q: 3 clusters Score -1.656053e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -16560631.000000 Penalty: 5744.979492
	Iteration 25Q: 3 clusters Score -1.656063e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -16560651.000000 Penalty: 5744.979492
	Iteration 26Q: 3 clusters Score -1.656065e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -16560746.000000 Penalty: 5744.979492
	Iteration 27Q: 3 clusters Score -1.656075e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -16560758.000000 Penalty: 5744.979492
	Iteration 28Q: 3 clusters Score -1.656076e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -16560796.000000 Penalty: 5744.979492
	Iteration 29Q: 3 clusters Score -1.65608e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -16560857.000000 Penalty: 5744.979492
	Iteration 30Q: 3 clusters Score -1.656086e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -16560839.000000 Penalty: 5744.979492
	Iteration 31Q: 3 clusters Score -1.656084e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -16561010.000000 Penalty: 5744.979492
	Iteration 32Q: 3 clusters Score -1.656101e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -16561065.000000 Penalty: 5744.979492
	Iteration 33Q: 3 clusters Score -1.656106e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -16561146.000000 Penalty: 5744.979492
	Iteration 34Q: 3 clusters Score -1.656115e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -16561120.000000 Penalty: 5744.979492
	Iteration 35Q: 3 clusters Score -1.656112e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -16561174.000000 Penalty: 5744.979492
	Iteration 36Q: 3 clusters Score -1.656117e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -16561190.000000 Penalty: 5744.979492
	Iteration 37Q: 3 clusters Score -1.656119e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -16561192.000000 Penalty: 5744.979492
	Iteration 38Q: 3 clusters Score -1.656119e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -16561192.000000 Penalty: 5744.979492
	Iteration 39Q: 3 clusters Score -1.656119e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -16561166.000000 Penalty: 5744.979492
	Iteration 40F: 3 clusters Score -1.656117e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -16561171.000000 Penalty: 5744.979492
	Iteration 41Q: 3 clusters Score -1.656117e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -16561262.000000 Penalty: 5744.979492
	Iteration 42Q: 3 clusters Score -1.656126e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -16561239.000000 Penalty: 5744.979492
	Iteration 43Q: 3 clusters Score -1.656124e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -16561287.000000 Penalty: 5744.979492
	Iteration 44Q: 3 clusters Score -1.656129e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -16561353.000000 Penalty: 5744.979492
	Iteration 45Q: 3 clusters Score -1.656135e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -16561389.000000 Penalty: 5744.979492
	Iteration 46Q: 3 clusters Score -1.656139e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -16561518.000000 Penalty: 5744.979492
	Iteration 47Q: 3 clusters Score -1.656152e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -16561543.000000 Penalty: 5744.979492
	Iteration 48Q: 3 clusters Score -1.656154e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -16561592.000000 Penalty: 5744.979492
	Iteration 49Q: 3 clusters Score -1.656159e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -16561686.000000 Penalty: 5744.979492
	Iteration 50Q: 3 clusters Score -1.656169e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -16561813.000000 Penalty: 5744.979492
	Iteration 51Q: 3 clusters Score -1.656181e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -16561990.000000 Penalty: 5744.979492
	Iteration 52Q: 3 clusters Score -1.656199e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -16562136.000000 Penalty: 5744.979492
	Iteration 53Q: 3 clusters Score -1.656214e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -16562254.000000 Penalty: 5744.979492
	Iteration 54Q: 3 clusters Score -1.656225e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -16562488.000000 Penalty: 5744.979492
	Iteration 55Q: 3 clusters Score -1.656249e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -16562687.000000 Penalty: 5744.979492
	Iteration 56Q: 3 clusters Score -1.656269e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -16562878.000000 Penalty: 5744.979492
	Iteration 57Q: 3 clusters Score -1.656288e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -16562988.000000 Penalty: 5744.979492
	Iteration 58Q: 3 clusters Score -1.656299e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -16563233.000000 Penalty: 5744.979492
	Iteration 59Q: 3 clusters Score -1.656323e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -16563355.000000 Penalty: 5744.979492
	Iteration 60F: 3 clusters Score -1.656336e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -16563693.000000 Penalty: 5744.979492
	Iteration 61Q: 3 clusters Score -1.656369e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -16563935.000000 Penalty: 5744.979492
	Iteration 62Q: 3 clusters Score -1.656394e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -16564128.000000 Penalty: 5744.979492
	Iteration 63Q: 3 clusters Score -1.656413e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -16564474.000000 Penalty: 5744.979492
	Iteration 64Q: 3 clusters Score -1.656447e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -16564726.000000 Penalty: 5744.979492
	Iteration 65Q: 3 clusters Score -1.656473e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -16565132.000000 Penalty: 5744.979492
	Iteration 66Q: 3 clusters Score -1.656513e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -16565403.000000 Penalty: 5744.979492
	Iteration 67Q: 3 clusters Score -1.65654e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -16565746.000000 Penalty: 5744.979492
	Iteration 68Q: 3 clusters Score -1.656575e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -16566000.000000 Penalty: 5744.979492
	Iteration 69Q: 3 clusters Score -1.6566e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -16566079.000000 Penalty: 5744.979492
	Iteration 70Q: 3 clusters Score -1.656608e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 105724 members 
Entering Unmasked Estep 
Score: -16566104.000000 Penalty: 5744.979492
	Iteration 71Q: 3 clusters Score -1.65661e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -16566162.000000 Penalty: 5744.979492
	Iteration 72Q: 3 clusters Score -1.656616e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -16566189.000000 Penalty: 5744.979492
	Iteration 73Q: 3 clusters Score -1.656619e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -16566218.000000 Penalty: 5744.979492
	Iteration 74Q: 3 clusters Score -1.656622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -16566225.000000 Penalty: 5744.979492
	Iteration 75Q: 3 clusters Score -1.656622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -16566227.000000 Penalty: 5744.979492
	Iteration 76Q: 3 clusters Score -1.656623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -16566238.000000 Penalty: 5744.979492
	Iteration 77Q: 3 clusters Score -1.656624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -16566259.000000 Penalty: 5744.979492
	Iteration 78Q: 3 clusters Score -1.656626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -16566250.000000 Penalty: 5744.979492
	Iteration 79Q: 3 clusters Score -1.656625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -16566254.000000 Penalty: 5744.979492
	Iteration 80F: 3 clusters Score -1.656625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -16566264.000000 Penalty: 5744.979492
	Iteration 81Q: 3 clusters Score -1.656626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -16566268.000000 Penalty: 5744.979492
	Iteration 82Q: 3 clusters Score -1.656627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -16566278.000000 Penalty: 5744.979492
	Iteration 83Q: 3 clusters Score -1.656628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -16566277.000000 Penalty: 5744.979492
	Iteration 84Q: 3 clusters Score -1.656628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -16566271.000000 Penalty: 5744.979492
	Iteration 85Q: 3 clusters Score -1.656627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -16566271.000000 Penalty: 5744.979492
	Iteration 86Q: 3 clusters Score -1.656627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -16566268.000000 Penalty: 5744.979492
	Iteration 87Q: 3 clusters Score -1.656627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -16566293.000000 Penalty: 5744.979492
	Iteration 88Q: 3 clusters Score -1.656629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -16566275.000000 Penalty: 5744.979492
	Iteration 89Q: 3 clusters Score -1.656628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -16566275.000000 Penalty: 5744.979492
	Iteration 90F: 3 clusters Score -1.656628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Entering Unmasked Estep 
Score: -15265716.000000 Penalty: 2853.438477
	Iteration 0F: 2 clusters Score -1.526572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -15201951.000000 Penalty: 5706.876953
	Iteration 0F: 3 clusters Score -1.520195e+07 nChanged 46814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -15229058.000000 Penalty: 5706.876953
	Iteration 1F: 3 clusters Score -1.522906e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -15230151.000000 Penalty: 5706.876953
	Iteration 2Q: 3 clusters Score -1.523015e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -15231673.000000 Penalty: 5706.876953
	Iteration 3Q: 3 clusters Score -1.523167e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -15233361.000000 Penalty: 5706.876953
	Iteration 4Q: 3 clusters Score -1.523336e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -15235428.000000 Penalty: 5706.876953
	Iteration 5Q: 3 clusters Score -1.523543e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -15238011.000000 Penalty: 5706.876953
	Iteration 6F: 3 clusters Score -1.523801e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -15241175.000000 Penalty: 5706.876953
	Iteration 7F: 3 clusters Score -1.524118e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -15244571.000000 Penalty: 5706.876953
	Iteration 8F: 3 clusters Score -1.524457e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -15248328.000000 Penalty: 5706.876953
	Iteration 9F: 3 clusters Score -1.524833e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -15251476.000000 Penalty: 5706.876953
	Iteration 10F: 3 clusters Score -1.525148e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -15253663.000000 Penalty: 5706.876953
	Iteration 11Q: 3 clusters Score -1.525366e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -15255066.000000 Penalty: 5706.876953
	Iteration 12Q: 3 clusters Score -1.525507e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -15255899.000000 Penalty: 5706.876953
	Iteration 13Q: 3 clusters Score -1.52559e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -15256710.000000 Penalty: 5706.876953
	Iteration 14Q: 3 clusters Score -1.525671e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -15257378.000000 Penalty: 5706.876953
	Iteration 15Q: 3 clusters Score -1.525738e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -15258176.000000 Penalty: 5706.876953
	Iteration 16Q: 3 clusters Score -1.525818e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -15258738.000000 Penalty: 5706.876953
	Iteration 17Q: 3 clusters Score -1.525874e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -15259250.000000 Penalty: 5706.876953
	Iteration 18Q: 3 clusters Score -1.525925e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -15259742.000000 Penalty: 5706.876953
	Iteration 19Q: 3 clusters Score -1.525974e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -15260176.000000 Penalty: 5706.876953
	Iteration 20F: 3 clusters Score -1.526018e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -15260630.000000 Penalty: 5706.876953
	Iteration 21Q: 3 clusters Score -1.526063e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -15261063.000000 Penalty: 5706.876953
	Iteration 22Q: 3 clusters Score -1.526106e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -15261438.000000 Penalty: 5706.876953
	Iteration 23Q: 3 clusters Score -1.526144e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -15261841.000000 Penalty: 5706.876953
	Iteration 24Q: 3 clusters Score -1.526184e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -15262169.000000 Penalty: 5706.876953
	Iteration 25Q: 3 clusters Score -1.526217e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -15262485.000000 Penalty: 5706.876953
	Iteration 26Q: 3 clusters Score -1.526248e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -15262902.000000 Penalty: 5706.876953
	Iteration 27Q: 3 clusters Score -1.52629e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -15263202.000000 Penalty: 5706.876953
	Iteration 28Q: 3 clusters Score -1.52632e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -15263485.000000 Penalty: 5706.876953
	Iteration 29Q: 3 clusters Score -1.526348e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -15263654.000000 Penalty: 5706.876953
	Iteration 30Q: 3 clusters Score -1.526365e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -15263848.000000 Penalty: 5706.876953
	Iteration 31Q: 3 clusters Score -1.526385e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -15264028.000000 Penalty: 5706.876953
	Iteration 32Q: 3 clusters Score -1.526403e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -15264180.000000 Penalty: 5706.876953
	Iteration 33Q: 3 clusters Score -1.526418e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -15264288.000000 Penalty: 5706.876953
	Iteration 34Q: 3 clusters Score -1.526429e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -15264338.000000 Penalty: 5706.876953
	Iteration 35Q: 3 clusters Score -1.526434e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -15264392.000000 Penalty: 5706.876953
	Iteration 36Q: 3 clusters Score -1.526439e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -15264434.000000 Penalty: 5706.876953
	Iteration 37Q: 3 clusters Score -1.526443e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -15264438.000000 Penalty: 5706.876953
	Iteration 38Q: 3 clusters Score -1.526444e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -15264502.000000 Penalty: 5706.876953
	Iteration 39Q: 3 clusters Score -1.52645e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -15264514.000000 Penalty: 5706.876953
	Iteration 40F: 3 clusters Score -1.526451e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -15264543.000000 Penalty: 5706.876953
	Iteration 41Q: 3 clusters Score -1.526454e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -15264553.000000 Penalty: 5706.876953
	Iteration 42Q: 3 clusters Score -1.526455e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -15264593.000000 Penalty: 5706.876953
	Iteration 43Q: 3 clusters Score -1.526459e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -15264592.000000 Penalty: 5706.876953
	Iteration 44Q: 3 clusters Score -1.526459e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -15264587.000000 Penalty: 5706.876953
	Iteration 45Q: 3 clusters Score -1.526459e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -15264560.000000 Penalty: 5706.876953
	Iteration 46Q: 3 clusters Score -1.526456e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -15264543.000000 Penalty: 5706.876953
	Iteration 47Q: 3 clusters Score -1.526454e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -15264540.000000 Penalty: 5706.876953
	Iteration 48Q: 3 clusters Score -1.526454e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -15264564.000000 Penalty: 5706.876953
	Iteration 49Q: 3 clusters Score -1.526456e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -15264551.000000 Penalty: 5706.876953
	Iteration 50Q: 3 clusters Score -1.526455e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -15264549.000000 Penalty: 5706.876953
	Iteration 51Q: 3 clusters Score -1.526455e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -15264549.000000 Penalty: 5706.876953
	Iteration 52Q: 3 clusters Score -1.526455e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -15264518.000000 Penalty: 5706.876953
	Iteration 53Q: 3 clusters Score -1.526452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -15264539.000000 Penalty: 5706.876953
	Iteration 54Q: 3 clusters Score -1.526454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15264523.000000 Penalty: 5706.876953
	Iteration 55Q: 3 clusters Score -1.526452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -15264498.000000 Penalty: 5706.876953
	Iteration 56Q: 3 clusters Score -1.52645e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15264498.000000 Penalty: 5706.876953
	Iteration 57Q: 3 clusters Score -1.52645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -15264494.000000 Penalty: 5706.876953
	Iteration 58Q: 3 clusters Score -1.526449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -15264495.000000 Penalty: 5706.876953
	Iteration 59Q: 3 clusters Score -1.52645e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -15264482.000000 Penalty: 5706.876953
	Iteration 60F: 3 clusters Score -1.526448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15264468.000000 Penalty: 5706.876953
	Iteration 61Q: 3 clusters Score -1.526447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -15264481.000000 Penalty: 5706.876953
	Iteration 62Q: 3 clusters Score -1.526448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15264490.000000 Penalty: 5706.876953
	Iteration 63Q: 3 clusters Score -1.526449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -15264490.000000 Penalty: 5706.876953
	Iteration 64Q: 3 clusters Score -1.526449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -15264472.000000 Penalty: 5706.876953
	Iteration 65Q: 3 clusters Score -1.526447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -15264471.000000 Penalty: 5706.876953
	Iteration 66Q: 3 clusters Score -1.526447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -15264464.000000 Penalty: 5706.876953
	Iteration 67Q: 3 clusters Score -1.526446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15264450.000000 Penalty: 5706.876953
	Iteration 68Q: 3 clusters Score -1.526445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -15264462.000000 Penalty: 5706.876953
	Iteration 69Q: 3 clusters Score -1.526446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -15264472.000000 Penalty: 5706.876953
	Iteration 70Q: 3 clusters Score -1.526447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15264459.000000 Penalty: 5706.876953
	Iteration 71Q: 3 clusters Score -1.526446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -15264464.000000 Penalty: 5706.876953
	Iteration 72Q: 3 clusters Score -1.526446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -15264468.000000 Penalty: 5706.876953
	Iteration 73Q: 3 clusters Score -1.526447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15264468.000000 Penalty: 5706.876953
	Iteration 74Q: 3 clusters Score -1.526447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15264468.000000 Penalty: 5706.876953
	Iteration 75F: 3 clusters Score -1.526447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Entering Unmasked Estep 
Score: -7075987.000000 Penalty: 2668.997314
	Iteration 0F: 2 clusters Score -7075987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -7044330.000000 Penalty: 5337.994629
	Iteration 0F: 3 clusters Score -7044330 nChanged 21551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7056225.000000 Penalty: 5337.994629
	Iteration 1F: 3 clusters Score -7056225 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -7056944.500000 Penalty: 5337.994629
	Iteration 2Q: 3 clusters Score -7056944 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7057709.500000 Penalty: 5337.994629
	Iteration 3Q: 3 clusters Score -7057710 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -7058555.000000 Penalty: 5337.994629
	Iteration 4Q: 3 clusters Score -7058555 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7059620.500000 Penalty: 5337.994629
	Iteration 5Q: 3 clusters Score -7059620 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -7060822.500000 Penalty: 5337.994629
	Iteration 6F: 3 clusters Score -7060822 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7062265.500000 Penalty: 5337.994629
	Iteration 7F: 3 clusters Score -7062266 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -7063894.500000 Penalty: 5337.994629
	Iteration 8F: 3 clusters Score -7063894 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -7065574.000000 Penalty: 5337.994629
	Iteration 9F: 3 clusters Score -7065574 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -7067195.000000 Penalty: 5337.994629
	Iteration 10Q: 3 clusters Score -7067195 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -7068516.000000 Penalty: 5337.994629
	Iteration 11Q: 3 clusters Score -7068516 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -7069415.500000 Penalty: 5337.994629
	Iteration 12Q: 3 clusters Score -7069416 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7069947.500000 Penalty: 5337.994629
	Iteration 13Q: 3 clusters Score -7069948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -7070276.000000 Penalty: 5337.994629
	Iteration 14Q: 3 clusters Score -7070276 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -7070556.500000 Penalty: 5337.994629
	Iteration 15Q: 3 clusters Score -7070556 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -7070857.500000 Penalty: 5337.994629
	Iteration 16Q: 3 clusters Score -7070858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7071061.000000 Penalty: 5337.994629
	Iteration 17Q: 3 clusters Score -7071061 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -7071344.500000 Penalty: 5337.994629
	Iteration 18Q: 3 clusters Score -7071344 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -7071646.000000 Penalty: 5337.994629
	Iteration 19Q: 3 clusters Score -7071646 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -7071942.500000 Penalty: 5337.994629
	Iteration 20F: 3 clusters Score -7071942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -7072179.000000 Penalty: 5337.994629
	Iteration 21Q: 3 clusters Score -7072179 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -7072416.500000 Penalty: 5337.994629
	Iteration 22Q: 3 clusters Score -7072416 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -7072598.500000 Penalty: 5337.994629
	Iteration 23Q: 3 clusters Score -7072598 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7072726.000000 Penalty: 5337.994629
	Iteration 24Q: 3 clusters Score -7072726 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7072882.000000 Penalty: 5337.994629
	Iteration 25Q: 3 clusters Score -7072882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -7072983.500000 Penalty: 5337.994629
	Iteration 26Q: 3 clusters Score -7072984 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7073062.000000 Penalty: 5337.994629
	Iteration 27Q: 3 clusters Score -7073062 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -7073106.500000 Penalty: 5337.994629
	Iteration 28Q: 3 clusters Score -7073106 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7073169.000000 Penalty: 5337.994629
	Iteration 29Q: 3 clusters Score -7073169 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7073236.000000 Penalty: 5337.994629
	Iteration 30Q: 3 clusters Score -7073236 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7073285.000000 Penalty: 5337.994629
	Iteration 31Q: 3 clusters Score -7073285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7073346.500000 Penalty: 5337.994629
	Iteration 32Q: 3 clusters Score -7073346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7073391.500000 Penalty: 5337.994629
	Iteration 33Q: 3 clusters Score -7073392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7073428.000000 Penalty: 5337.994629
	Iteration 34Q: 3 clusters Score -7073428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7073450.500000 Penalty: 5337.994629
	Iteration 35Q: 3 clusters Score -7073450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7073474.000000 Penalty: 5337.994629
	Iteration 36Q: 3 clusters Score -7073474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7073481.000000 Penalty: 5337.994629
	Iteration 37Q: 3 clusters Score -7073481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7073499.000000 Penalty: 5337.994629
	Iteration 38Q: 3 clusters Score -7073499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7073518.000000 Penalty: 5337.994629
	Iteration 39Q: 3 clusters Score -7073518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7073533.000000 Penalty: 5337.994629
	Iteration 40F: 3 clusters Score -7073533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7073538.500000 Penalty: 5337.994629
	Iteration 41Q: 3 clusters Score -7073538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7073559.000000 Penalty: 5337.994629
	Iteration 42Q: 3 clusters Score -7073559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7073559.000000 Penalty: 5337.994629
	Iteration 43Q: 3 clusters Score -7073559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7073570.500000 Penalty: 5337.994629
	Iteration 44Q: 3 clusters Score -7073570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7073583.000000 Penalty: 5337.994629
	Iteration 45Q: 3 clusters Score -7073583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7073582.000000 Penalty: 5337.994629
	Iteration 46Q: 3 clusters Score -7073582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7073583.000000 Penalty: 5337.994629
	Iteration 47Q: 3 clusters Score -7073583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7073607.500000 Penalty: 5337.994629
	Iteration 48Q: 3 clusters Score -7073608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7073599.000000 Penalty: 5337.994629
	Iteration 49Q: 3 clusters Score -7073599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7073609.500000 Penalty: 5337.994629
	Iteration 50Q: 3 clusters Score -7073610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7073606.500000 Penalty: 5337.994629
	Iteration 51Q: 3 clusters Score -7073606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7073601.500000 Penalty: 5337.994629
	Iteration 52Q: 3 clusters Score -7073602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7073621.000000 Penalty: 5337.994629
	Iteration 53Q: 3 clusters Score -7073621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7073619.500000 Penalty: 5337.994629
	Iteration 54Q: 3 clusters Score -7073620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7073621.000000 Penalty: 5337.994629
	Iteration 55Q: 3 clusters Score -7073621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7073632.000000 Penalty: 5337.994629
	Iteration 56Q: 3 clusters Score -7073632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7073637.000000 Penalty: 5337.994629
	Iteration 57Q: 3 clusters Score -7073637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7073646.500000 Penalty: 5337.994629
	Iteration 58Q: 3 clusters Score -7073646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7073646.500000 Penalty: 5337.994629
	Iteration 59Q: 3 clusters Score -7073646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7073653.000000 Penalty: 5337.994629
	Iteration 60F: 3 clusters Score -7073653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7073659.000000 Penalty: 5337.994629
	Iteration 61Q: 3 clusters Score -7073659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7073659.500000 Penalty: 5337.994629
	Iteration 62Q: 3 clusters Score -7073660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7073656.000000 Penalty: 5337.994629
	Iteration 63Q: 3 clusters Score -7073656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7073665.500000 Penalty: 5337.994629
	Iteration 64Q: 3 clusters Score -7073666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7073670.000000 Penalty: 5337.994629
	Iteration 65Q: 3 clusters Score -7073670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7073677.500000 Penalty: 5337.994629
	Iteration 66Q: 3 clusters Score -7073678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7073677.000000 Penalty: 5337.994629
	Iteration 67Q: 3 clusters Score -7073677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7073672.500000 Penalty: 5337.994629
	Iteration 68Q: 3 clusters Score -7073672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7073670.000000 Penalty: 5337.994629
	Iteration 69Q: 3 clusters Score -7073670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7073667.500000 Penalty: 5337.994629
	Iteration 70Q: 3 clusters Score -7073668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7073669.500000 Penalty: 5337.994629
	Iteration 71Q: 3 clusters Score -7073670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7073674.000000 Penalty: 5337.994629
	Iteration 72Q: 3 clusters Score -7073674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7073665.500000 Penalty: 5337.994629
	Iteration 73Q: 3 clusters Score -7073666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7073671.500000 Penalty: 5337.994629
	Iteration 74Q: 3 clusters Score -7073672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7073680.000000 Penalty: 5337.994629
	Iteration 75Q: 3 clusters Score -7073680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7073685.500000 Penalty: 5337.994629
	Iteration 76Q: 3 clusters Score -7073686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7073679.000000 Penalty: 5337.994629
	Iteration 77Q: 3 clusters Score -7073679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7073695.000000 Penalty: 5337.994629
	Iteration 78Q: 3 clusters Score -7073695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7073696.000000 Penalty: 5337.994629
	Iteration 79Q: 3 clusters Score -7073696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7073699.000000 Penalty: 5337.994629
	Iteration 80F: 3 clusters Score -7073699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7073699.500000 Penalty: 5337.994629
	Iteration 81Q: 3 clusters Score -7073700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7073705.000000 Penalty: 5337.994629
	Iteration 82Q: 3 clusters Score -7073705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7073701.500000 Penalty: 5337.994629
	Iteration 83Q: 3 clusters Score -7073702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7073708.000000 Penalty: 5337.994629
	Iteration 84Q: 3 clusters Score -7073708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7073707.500000 Penalty: 5337.994629
	Iteration 85Q: 3 clusters Score -7073708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7073714.000000 Penalty: 5337.994629
	Iteration 86Q: 3 clusters Score -7073714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7073715.000000 Penalty: 5337.994629
	Iteration 87Q: 3 clusters Score -7073715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7073715.000000 Penalty: 5337.994629
	Iteration 88F: 3 clusters Score -7073715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81536.460938 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81536.46 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82146.921875 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -82146.92 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82679.484375 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82679.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82978.062500 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82978.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83157.929688 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -83157.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83243.414062 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -83243.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83362.835938 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83362.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83530.968750 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83530.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83550.710938 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83550.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83556.398438 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83564.500000 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83574.968750 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83574.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83579.460938 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83579.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83579.460938 Penalty: 3211.814697
	Iteration 13F: 3 clusters Score -83579.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51116 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106406 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 99290 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 47197 members 
Mstep: Class 21 contains 234 members 
Mstep: Class 22 contains 65684 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47094 members 
Mstep: Class 26 contains 62387 members 
Mstep: Class 27 contains 103229 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798672.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137799872.000000 to -137798672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Entering Unmasked Estep 
Score: -10153358.000000 Penalty: 2750.967285
	Iteration 0F: 2 clusters Score -1.015336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10109152.000000 Penalty: 5501.934570
	Iteration 0F: 3 clusters Score -1.010915e+07 nChanged 30695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -10126972.000000 Penalty: 5501.934570
	Iteration 1F: 3 clusters Score -1.012697e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -10128186.000000 Penalty: 5501.934570
	Iteration 2Q: 3 clusters Score -1.012819e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -10129837.000000 Penalty: 5501.934570
	Iteration 3F: 3 clusters Score -1.012984e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -10132566.000000 Penalty: 5501.934570
	Iteration 4F: 3 clusters Score -1.013257e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -10136257.000000 Penalty: 5501.934570
	Iteration 5F: 3 clusters Score -1.013626e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -10140453.000000 Penalty: 5501.934570
	Iteration 6F: 3 clusters Score -1.014045e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -10144161.000000 Penalty: 5501.934570
	Iteration 7F: 3 clusters Score -1.014416e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -10146503.000000 Penalty: 5501.934570
	Iteration 8Q: 3 clusters Score -1.01465e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10147865.000000 Penalty: 5501.934570
	Iteration 9Q: 3 clusters Score -1.014786e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -10148903.000000 Penalty: 5501.934570
	Iteration 10Q: 3 clusters Score -1.01489e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -10149677.000000 Penalty: 5501.934570
	Iteration 11Q: 3 clusters Score -1.014968e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -10150415.000000 Penalty: 5501.934570
	Iteration 12Q: 3 clusters Score -1.015042e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -10150960.000000 Penalty: 5501.934570
	Iteration 13Q: 3 clusters Score -1.015096e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -10151266.000000 Penalty: 5501.934570
	Iteration 14Q: 3 clusters Score -1.015127e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -10151433.000000 Penalty: 5501.934570
	Iteration 15Q: 3 clusters Score -1.015143e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -10151507.000000 Penalty: 5501.934570
	Iteration 16Q: 3 clusters Score -1.015151e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -10151565.000000 Penalty: 5501.934570
	Iteration 17Q: 3 clusters Score -1.015156e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -10151599.000000 Penalty: 5501.934570
	Iteration 18Q: 3 clusters Score -1.01516e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -10151636.000000 Penalty: 5501.934570
	Iteration 19Q: 3 clusters Score -1.015164e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -10151659.000000 Penalty: 5501.934570
	Iteration 20F: 3 clusters Score -1.015166e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -10151679.000000 Penalty: 5501.934570
	Iteration 21Q: 3 clusters Score -1.015168e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -10151704.000000 Penalty: 5501.934570
	Iteration 22Q: 3 clusters Score -1.01517e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -10151744.000000 Penalty: 5501.934570
	Iteration 23Q: 3 clusters Score -1.015174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -10151765.000000 Penalty: 5501.934570
	Iteration 24Q: 3 clusters Score -1.015176e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -10151782.000000 Penalty: 5501.934570
	Iteration 25Q: 3 clusters Score -1.015178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -10151764.000000 Penalty: 5501.934570
	Iteration 26Q: 3 clusters Score -1.015176e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -10151796.000000 Penalty: 5501.934570
	Iteration 27Q: 3 clusters Score -1.01518e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -10151801.000000 Penalty: 5501.934570
	Iteration 28Q: 3 clusters Score -1.01518e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -10151808.000000 Penalty: 5501.934570
	Iteration 29Q: 3 clusters Score -1.015181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -10151807.000000 Penalty: 5501.934570
	Iteration 30Q: 3 clusters Score -1.015181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10151819.000000 Penalty: 5501.934570
	Iteration 31Q: 3 clusters Score -1.015182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -10151825.000000 Penalty: 5501.934570
	Iteration 32Q: 3 clusters Score -1.015182e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -10151822.000000 Penalty: 5501.934570
	Iteration 33Q: 3 clusters Score -1.015182e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -10151838.000000 Penalty: 5501.934570
	Iteration 34Q: 3 clusters Score -1.015184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -10151838.000000 Penalty: 5501.934570
	Iteration 35Q: 3 clusters Score -1.015184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -10151833.000000 Penalty: 5501.934570
	Iteration 36Q: 3 clusters Score -1.015183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -10151842.000000 Penalty: 5501.934570
	Iteration 37Q: 3 clusters Score -1.015184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -10151850.000000 Penalty: 5501.934570
	Iteration 38Q: 3 clusters Score -1.015185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -10151869.000000 Penalty: 5501.934570
	Iteration 39Q: 3 clusters Score -1.015187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -10151855.000000 Penalty: 5501.934570
	Iteration 40F: 3 clusters Score -1.015186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -10151863.000000 Penalty: 5501.934570
	Iteration 41Q: 3 clusters Score -1.015186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -10151867.000000 Penalty: 5501.934570
	Iteration 42Q: 3 clusters Score -1.015187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -10151866.000000 Penalty: 5501.934570
	Iteration 43Q: 3 clusters Score -1.015187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -10151874.000000 Penalty: 5501.934570
	Iteration 44Q: 3 clusters Score -1.015187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -10151866.000000 Penalty: 5501.934570
	Iteration 45Q: 3 clusters Score -1.015187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -10151887.000000 Penalty: 5501.934570
	Iteration 46Q: 3 clusters Score -1.015189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -10151885.000000 Penalty: 5501.934570
	Iteration 47Q: 3 clusters Score -1.015188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -10151888.000000 Penalty: 5501.934570
	Iteration 48Q: 3 clusters Score -1.015189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -10151890.000000 Penalty: 5501.934570
	Iteration 49Q: 3 clusters Score -1.015189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10151893.000000 Penalty: 5501.934570
	Iteration 50Q: 3 clusters Score -1.015189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -10151883.000000 Penalty: 5501.934570
	Iteration 51Q: 3 clusters Score -1.015188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -10151893.000000 Penalty: 5501.934570
	Iteration 52Q: 3 clusters Score -1.015189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -10151891.000000 Penalty: 5501.934570
	Iteration 53Q: 3 clusters Score -1.015189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -10151866.000000 Penalty: 5501.934570
	Iteration 54Q: 3 clusters Score -1.015187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -10151869.000000 Penalty: 5501.934570
	Iteration 55Q: 3 clusters Score -1.015187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -10151872.000000 Penalty: 5501.934570
	Iteration 56Q: 3 clusters Score -1.015187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -10151872.000000 Penalty: 5501.934570
	Iteration 57Q: 3 clusters Score -1.015187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -10151880.000000 Penalty: 5501.934570
	Iteration 58Q: 3 clusters Score -1.015188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -10151869.000000 Penalty: 5501.934570
	Iteration 59Q: 3 clusters Score -1.015187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -10151863.000000 Penalty: 5501.934570
	Iteration 60F: 3 clusters Score -1.015186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -10151872.000000 Penalty: 5501.934570
	Iteration 61Q: 3 clusters Score -1.015187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -10151877.000000 Penalty: 5501.934570
	Iteration 62Q: 3 clusters Score -1.015188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -10151868.000000 Penalty: 5501.934570
	Iteration 63Q: 3 clusters Score -1.015187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -10151872.000000 Penalty: 5501.934570
	Iteration 64Q: 3 clusters Score -1.015187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -10151874.000000 Penalty: 5501.934570
	Iteration 65Q: 3 clusters Score -1.015187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -10151867.000000 Penalty: 5501.934570
	Iteration 66Q: 3 clusters Score -1.015187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -10151862.000000 Penalty: 5501.934570
	Iteration 67Q: 3 clusters Score -1.015186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10151857.000000 Penalty: 5501.934570
	Iteration 68Q: 3 clusters Score -1.015186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -10151859.000000 Penalty: 5501.934570
	Iteration 69Q: 3 clusters Score -1.015186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -10151856.000000 Penalty: 5501.934570
	Iteration 70Q: 3 clusters Score -1.015186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -10151853.000000 Penalty: 5501.934570
	Iteration 71Q: 3 clusters Score -1.015185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -10151851.000000 Penalty: 5501.934570
	Iteration 72Q: 3 clusters Score -1.015185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -10151852.000000 Penalty: 5501.934570
	Iteration 73Q: 3 clusters Score -1.015185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10151852.000000 Penalty: 5501.934570
	Iteration 74Q: 3 clusters Score -1.015185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10151852.000000 Penalty: 5501.934570
	Iteration 75F: 3 clusters Score -1.015185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Entering Unmasked Estep 
Score: -1859833.375000 Penalty: 2353.879883
	Iteration 0F: 2 clusters Score -1859833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1850111.875000 Penalty: 4707.759766
	Iteration 0F: 3 clusters Score -1850112 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1853137.750000 Penalty: 4707.759766
	Iteration 1F: 3 clusters Score -1853138 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1853538.500000 Penalty: 4707.759766
	Iteration 2F: 3 clusters Score -1853538 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1853850.750000 Penalty: 4707.759766
	Iteration 3F: 3 clusters Score -1853851 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1854131.750000 Penalty: 4707.759766
	Iteration 4Q: 3 clusters Score -1854132 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1854368.250000 Penalty: 4707.759766
	Iteration 5Q: 3 clusters Score -1854368 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1854607.125000 Penalty: 4707.759766
	Iteration 6Q: 3 clusters Score -1854607 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1854861.875000 Penalty: 4707.759766
	Iteration 7Q: 3 clusters Score -1854862 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1855107.500000 Penalty: 4707.759766
	Iteration 8Q: 3 clusters Score -1855108 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1855371.500000 Penalty: 4707.759766
	Iteration 9Q: 3 clusters Score -1855372 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1855652.250000 Penalty: 4707.759766
	Iteration 10Q: 3 clusters Score -1855652 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1855959.875000 Penalty: 4707.759766
	Iteration 11Q: 3 clusters Score -1855960 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1856264.875000 Penalty: 4707.759766
	Iteration 12Q: 3 clusters Score -1856265 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1856569.625000 Penalty: 4707.759766
	Iteration 13Q: 3 clusters Score -1856570 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1856826.750000 Penalty: 4707.759766
	Iteration 14Q: 3 clusters Score -1856827 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1857021.750000 Penalty: 4707.759766
	Iteration 15Q: 3 clusters Score -1857022 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1857185.375000 Penalty: 4707.759766
	Iteration 16Q: 3 clusters Score -1857185 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1857326.750000 Penalty: 4707.759766
	Iteration 17Q: 3 clusters Score -1857327 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1857466.875000 Penalty: 4707.759766
	Iteration 18Q: 3 clusters Score -1857467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1857573.375000 Penalty: 4707.759766
	Iteration 19Q: 3 clusters Score -1857573 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1857679.500000 Penalty: 4707.759766
	Iteration 20F: 3 clusters Score -1857680 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1857792.000000 Penalty: 4707.759766
	Iteration 21Q: 3 clusters Score -1857792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1857903.375000 Penalty: 4707.759766
	Iteration 22Q: 3 clusters Score -1857903 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1858012.500000 Penalty: 4707.759766
	Iteration 23Q: 3 clusters Score -1858012 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1858077.000000 Penalty: 4707.759766
	Iteration 24Q: 3 clusters Score -1858077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1858123.125000 Penalty: 4707.759766
	Iteration 25Q: 3 clusters Score -1858123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1858145.250000 Penalty: 4707.759766
	Iteration 26Q: 3 clusters Score -1858145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1858161.250000 Penalty: 4707.759766
	Iteration 27Q: 3 clusters Score -1858161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1858169.125000 Penalty: 4707.759766
	Iteration 28Q: 3 clusters Score -1858169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1858176.500000 Penalty: 4707.759766
	Iteration 29Q: 3 clusters Score -1858176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1858184.750000 Penalty: 4707.759766
	Iteration 30Q: 3 clusters Score -1858185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1858189.750000 Penalty: 4707.759766
	Iteration 31Q: 3 clusters Score -1858190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1858191.375000 Penalty: 4707.759766
	Iteration 32Q: 3 clusters Score -1858191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1858191.875000 Penalty: 4707.759766
	Iteration 33Q: 3 clusters Score -1858192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1858191.125000 Penalty: 4707.759766
	Iteration 34Q: 3 clusters Score -1858191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1858194.500000 Penalty: 4707.759766
	Iteration 35Q: 3 clusters Score -1858194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1858200.000000 Penalty: 4707.759766
	Iteration 36Q: 3 clusters Score -1858200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1858200.125000 Penalty: 4707.759766
	Iteration 37Q: 3 clusters Score -1858200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1858197.750000 Penalty: 4707.759766
	Iteration 38Q: 3 clusters Score -1858198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1858198.500000 Penalty: 4707.759766
	Iteration 39Q: 3 clusters Score -1858198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1858199.375000 Penalty: 4707.759766
	Iteration 40F: 3 clusters Score -1858199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1858199.500000 Penalty: 4707.759766
	Iteration 41Q: 3 clusters Score -1858200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1858200.875000 Penalty: 4707.759766
	Iteration 42Q: 3 clusters Score -1858201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1858201.125000 Penalty: 4707.759766
	Iteration 43Q: 3 clusters Score -1858201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1858197.500000 Penalty: 4707.759766
	Iteration 44Q: 3 clusters Score -1858198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1858197.375000 Penalty: 4707.759766
	Iteration 45Q: 3 clusters Score -1858197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1858196.125000 Penalty: 4707.759766
	Iteration 46Q: 3 clusters Score -1858196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1858195.000000 Penalty: 4707.759766
	Iteration 47Q: 3 clusters Score -1858195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1858194.875000 Penalty: 4707.759766
	Iteration 48Q: 3 clusters Score -1858195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1858194.875000 Penalty: 4707.759766
	Iteration 49F: 3 clusters Score -1858195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 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 429 members 
Entering Unmasked Estep 
Score: -124461.468750 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124461.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124872.546875 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124872.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125038.453125 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125038.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125126.539062 Penalty: 3387.041260
	Iteration 3Q: 3 clusters Score -125126.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125207.304688 Penalty: 3387.041260
	Iteration 4Q: 3 clusters Score -125207.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125306.976562 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -125307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125397.992188 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -125398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125464.914062 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -125464.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125552.984375 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -125553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125626.343750 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -125626.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125703.507812 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -125703.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125741.859375 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -125741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125758.140625 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -125758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125768.882812 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -125768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125786.398438 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -125786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125797.632812 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -125797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125814.945312 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -125814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125840.078125 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -125840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125863.515625 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -125863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125892.156250 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -125892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125907.296875 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -125907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125916.898438 Penalty: 3387.041260
	Iteration 21Q: 3 clusters Score -125916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125923.562500 Penalty: 3387.041260
	Iteration 22Q: 3 clusters Score -125923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125927.984375 Penalty: 3387.041260
	Iteration 23Q: 3 clusters Score -125928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125929.414062 Penalty: 3387.041260
	Iteration 24Q: 3 clusters Score -125929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125929.414062 Penalty: 3387.041260
	Iteration 25F: 3 clusters Score -125929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Entering Unmasked Estep 
Score: -7095014.000000 Penalty: 2668.455566
	Iteration 0F: 2 clusters Score -7095014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -7063383.000000 Penalty: 5336.911133
	Iteration 0F: 3 clusters Score -7063383 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -7075213.500000 Penalty: 5336.911133
	Iteration 1F: 3 clusters Score -7075214 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -7075952.000000 Penalty: 5336.911133
	Iteration 2Q: 3 clusters Score -7075952 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -7076705.000000 Penalty: 5336.911133
	Iteration 3Q: 3 clusters Score -7076705 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -7077680.500000 Penalty: 5336.911133
	Iteration 4Q: 3 clusters Score -7077680 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -7079069.500000 Penalty: 5336.911133
	Iteration 5F: 3 clusters Score -7079070 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -7081044.000000 Penalty: 5336.911133
	Iteration 6F: 3 clusters Score -7081044 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7083645.000000 Penalty: 5336.911133
	Iteration 7F: 3 clusters Score -7083645 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -7086564.500000 Penalty: 5336.911133
	Iteration 8F: 3 clusters Score -7086564 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7089054.000000 Penalty: 5336.911133
	Iteration 9F: 3 clusters Score -7089054 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7090709.500000 Penalty: 5336.911133
	Iteration 10Q: 3 clusters Score -7090710 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7091575.000000 Penalty: 5336.911133
	Iteration 11Q: 3 clusters Score -7091575 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7092048.500000 Penalty: 5336.911133
	Iteration 12Q: 3 clusters Score -7092048 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7092315.000000 Penalty: 5336.911133
	Iteration 13Q: 3 clusters Score -7092315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7092431.000000 Penalty: 5336.911133
	Iteration 14Q: 3 clusters Score -7092431 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7092501.000000 Penalty: 5336.911133
	Iteration 15Q: 3 clusters Score -7092501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7092572.000000 Penalty: 5336.911133
	Iteration 16Q: 3 clusters Score -7092572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7092618.500000 Penalty: 5336.911133
	Iteration 17Q: 3 clusters Score -7092618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7092683.500000 Penalty: 5336.911133
	Iteration 18Q: 3 clusters Score -7092684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7092731.000000 Penalty: 5336.911133
	Iteration 19Q: 3 clusters Score -7092731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7092751.500000 Penalty: 5336.911133
	Iteration 20F: 3 clusters Score -7092752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7092769.000000 Penalty: 5336.911133
	Iteration 21Q: 3 clusters Score -7092769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7092785.000000 Penalty: 5336.911133
	Iteration 22Q: 3 clusters Score -7092785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7092802.500000 Penalty: 5336.911133
	Iteration 23Q: 3 clusters Score -7092802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7092816.000000 Penalty: 5336.911133
	Iteration 24Q: 3 clusters Score -7092816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7092814.500000 Penalty: 5336.911133
	Iteration 25Q: 3 clusters Score -7092814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7092818.000000 Penalty: 5336.911133
	Iteration 26Q: 3 clusters Score -7092818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7092823.000000 Penalty: 5336.911133
	Iteration 27Q: 3 clusters Score -7092823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7092826.000000 Penalty: 5336.911133
	Iteration 28Q: 3 clusters Score -7092826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7092846.000000 Penalty: 5336.911133
	Iteration 29Q: 3 clusters Score -7092846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7092847.500000 Penalty: 5336.911133
	Iteration 30Q: 3 clusters Score -7092848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7092852.000000 Penalty: 5336.911133
	Iteration 31Q: 3 clusters Score -7092852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7092849.500000 Penalty: 5336.911133
	Iteration 32Q: 3 clusters Score -7092850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7092861.000000 Penalty: 5336.911133
	Iteration 33Q: 3 clusters Score -7092861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7092866.000000 Penalty: 5336.911133
	Iteration 34Q: 3 clusters Score -7092866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7092869.500000 Penalty: 5336.911133
	Iteration 35Q: 3 clusters Score -7092870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7092868.000000 Penalty: 5336.911133
	Iteration 36Q: 3 clusters Score -7092868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7092872.500000 Penalty: 5336.911133
	Iteration 37Q: 3 clusters Score -7092872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7092876.500000 Penalty: 5336.911133
	Iteration 38Q: 3 clusters Score -7092876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7092869.500000 Penalty: 5336.911133
	Iteration 39Q: 3 clusters Score -7092870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7092877.000000 Penalty: 5336.911133
	Iteration 40F: 3 clusters Score -7092877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7092875.000000 Penalty: 5336.911133
	Iteration 41Q: 3 clusters Score -7092875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7092879.500000 Penalty: 5336.911133
	Iteration 42Q: 3 clusters Score -7092880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7092879.500000 Penalty: 5336.911133
	Iteration 43F: 3 clusters Score -7092880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Entering Unmasked Estep 
Score: -9737002.000000 Penalty: 2738.195801
	Iteration 0F: 2 clusters Score -9737002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -9695208.000000 Penalty: 5476.391602
	Iteration 0F: 3 clusters Score -9695208 nChanged 29038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -9711393.000000 Penalty: 5476.391602
	Iteration 1F: 3 clusters Score -9711393 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -9712005.000000 Penalty: 5476.391602
	Iteration 2Q: 3 clusters Score -9712005 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -9712641.000000 Penalty: 5476.391602
	Iteration 3Q: 3 clusters Score -9712641 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -9713361.000000 Penalty: 5476.391602
	Iteration 4Q: 3 clusters Score -9713361 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9714157.000000 Penalty: 5476.391602
	Iteration 5Q: 3 clusters Score -9714157 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -9715332.000000 Penalty: 5476.391602
	Iteration 6Q: 3 clusters Score -9715332 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -9717060.000000 Penalty: 5476.391602
	Iteration 7F: 3 clusters Score -9717060 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -9719238.000000 Penalty: 5476.391602
	Iteration 8F: 3 clusters Score -9719238 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -9721958.000000 Penalty: 5476.391602
	Iteration 9F: 3 clusters Score -9721958 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -9725063.000000 Penalty: 5476.391602
	Iteration 10F: 3 clusters Score -9725063 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -9728129.000000 Penalty: 5476.391602
	Iteration 11F: 3 clusters Score -9728129 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9730848.000000 Penalty: 5476.391602
	Iteration 12Q: 3 clusters Score -9730848 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9732842.000000 Penalty: 5476.391602
	Iteration 13Q: 3 clusters Score -9732842 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9733840.000000 Penalty: 5476.391602
	Iteration 14Q: 3 clusters Score -9733840 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9734245.000000 Penalty: 5476.391602
	Iteration 15Q: 3 clusters Score -9734245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9734414.000000 Penalty: 5476.391602
	Iteration 16Q: 3 clusters Score -9734414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9734503.000000 Penalty: 5476.391602
	Iteration 17Q: 3 clusters Score -9734503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9734577.000000 Penalty: 5476.391602
	Iteration 18Q: 3 clusters Score -9734577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9734603.000000 Penalty: 5476.391602
	Iteration 19Q: 3 clusters Score -9734603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9734609.000000 Penalty: 5476.391602
	Iteration 20F: 3 clusters Score -9734609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9734625.000000 Penalty: 5476.391602
	Iteration 21Q: 3 clusters Score -9734625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9734635.000000 Penalty: 5476.391602
	Iteration 22Q: 3 clusters Score -9734635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9734649.000000 Penalty: 5476.391602
	Iteration 23Q: 3 clusters Score -9734649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9734648.000000 Penalty: 5476.391602
	Iteration 24Q: 3 clusters Score -9734648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9734647.000000 Penalty: 5476.391602
	Iteration 25Q: 3 clusters Score -9734647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9734644.000000 Penalty: 5476.391602
	Iteration 26Q: 3 clusters Score -9734644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9734648.000000 Penalty: 5476.391602
	Iteration 27Q: 3 clusters Score -9734648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9734652.000000 Penalty: 5476.391602
	Iteration 28Q: 3 clusters Score -9734652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9734651.000000 Penalty: 5476.391602
	Iteration 29Q: 3 clusters Score -9734651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9734656.000000 Penalty: 5476.391602
	Iteration 30Q: 3 clusters Score -9734656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9734656.000000 Penalty: 5476.391602
	Iteration 31F: 3 clusters Score -9734656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Entering Unmasked Estep 
Score: -15866641.000000 Penalty: 2863.086914
	Iteration 0F: 2 clusters Score -1.586664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -15800205.000000 Penalty: 5726.173828
	Iteration 0F: 3 clusters Score -1.58002e+07 nChanged 48702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -15827841.000000 Penalty: 5726.173828
	Iteration 1F: 3 clusters Score -1.582784e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -15828660.000000 Penalty: 5726.173828
	Iteration 2Q: 3 clusters Score -1.582866e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -15829827.000000 Penalty: 5726.173828
	Iteration 3Q: 3 clusters Score -1.582983e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -15831377.000000 Penalty: 5726.173828
	Iteration 4Q: 3 clusters Score -1.583138e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -15833992.000000 Penalty: 5726.173828
	Iteration 5F: 3 clusters Score -1.583399e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -15837969.000000 Penalty: 5726.173828
	Iteration 6F: 3 clusters Score -1.583797e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -15843298.000000 Penalty: 5726.173828
	Iteration 7F: 3 clusters Score -1.58433e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -15849521.000000 Penalty: 5726.173828
	Iteration 8F: 3 clusters Score -1.584952e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -15855282.000000 Penalty: 5726.173828
	Iteration 9F: 3 clusters Score -1.585528e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -15859469.000000 Penalty: 5726.173828
	Iteration 10Q: 3 clusters Score -1.585947e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -15861876.000000 Penalty: 5726.173828
	Iteration 11Q: 3 clusters Score -1.586188e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -15863092.000000 Penalty: 5726.173828
	Iteration 12Q: 3 clusters Score -1.586309e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -15863770.000000 Penalty: 5726.173828
	Iteration 13Q: 3 clusters Score -1.586377e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15864133.000000 Penalty: 5726.173828
	Iteration 14Q: 3 clusters Score -1.586413e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15864286.000000 Penalty: 5726.173828
	Iteration 15Q: 3 clusters Score -1.586429e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15864385.000000 Penalty: 5726.173828
	Iteration 16Q: 3 clusters Score -1.586438e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -15864429.000000 Penalty: 5726.173828
	Iteration 17Q: 3 clusters Score -1.586443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15864467.000000 Penalty: 5726.173828
	Iteration 18Q: 3 clusters Score -1.586447e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15864497.000000 Penalty: 5726.173828
	Iteration 19Q: 3 clusters Score -1.58645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15864517.000000 Penalty: 5726.173828
	Iteration 20F: 3 clusters Score -1.586452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15864519.000000 Penalty: 5726.173828
	Iteration 21Q: 3 clusters Score -1.586452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15864515.000000 Penalty: 5726.173828
	Iteration 22Q: 3 clusters Score -1.586452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15864524.000000 Penalty: 5726.173828
	Iteration 23Q: 3 clusters Score -1.586452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15864523.000000 Penalty: 5726.173828
	Iteration 24Q: 3 clusters Score -1.586452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15864534.000000 Penalty: 5726.173828
	Iteration 25Q: 3 clusters Score -1.586453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15864525.000000 Penalty: 5726.173828
	Iteration 26Q: 3 clusters Score -1.586452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15864523.000000 Penalty: 5726.173828
	Iteration 27Q: 3 clusters Score -1.586452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15864521.000000 Penalty: 5726.173828
	Iteration 28Q: 3 clusters Score -1.586452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15864520.000000 Penalty: 5726.173828
	Iteration 29Q: 3 clusters Score -1.586452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15864529.000000 Penalty: 5726.173828
	Iteration 30Q: 3 clusters Score -1.586453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15864529.000000 Penalty: 5726.173828
	Iteration 31Q: 3 clusters Score -1.586453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15864529.000000 Penalty: 5726.173828
	Iteration 32F: 3 clusters Score -1.586453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128577.750000 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128577.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -129340.679688 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -129340.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129690.695312 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129690.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129954.820312 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129954.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130170.835938 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130170.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130374.031250 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130506.000000 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130543.093750 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -130567.476562 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130600.890625 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130631.804688 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130633.507812 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130633.507812 Penalty: 3402.368896
	Iteration 12F: 3 clusters Score -130633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51116 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106406 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 99290 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 47197 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65684 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47094 members 
Mstep: Class 26 contains 62387 members 
Mstep: Class 27 contains 103229 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
Score: -137798160.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137799872.000000 to -137798160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51116 members 
Mstep: Class 7 contains 20410 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106406 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 99290 members 
Mstep: Class 20 contains 47197 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65684 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47094 members 
Mstep: Class 26 contains 62387 members 
Mstep: Class 27 contains 103229 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 91921.562500
Iteration 279Q: 28 clusters Score -1.377998e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 40149 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51102 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 60012 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106402 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107242 members 
Mstep: Class 18 contains 99284 members 
Mstep: Class 20 contains 47200 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65704 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 62377 members 
Mstep: Class 27 contains 103225 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799792.000000 Penalty: 91921.562500
Iteration 280F: 28 clusters Score -1.377998e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51094 members 
Mstep: Class 7 contains 20409 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 60012 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106393 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107254 members 
Mstep: Class 18 contains 99286 members 
Mstep: Class 20 contains 47203 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65706 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47100 members 
Mstep: Class 26 contains 62376 members 
Mstep: Class 27 contains 103227 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 91921.562500
Iteration 281Q: 28 clusters Score -1.377998e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 40145 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51089 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 60009 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106390 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107257 members 
Mstep: Class 18 contains 99287 members 
Mstep: Class 20 contains 47206 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65708 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62367 members 
Mstep: Class 27 contains 103240 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799904.000000 Penalty: 91921.562500
Iteration 282Q: 28 clusters Score -1.377999e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 40146 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51085 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 60003 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106378 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107272 members 
Mstep: Class 18 contains 99280 members 
Mstep: Class 20 contains 47213 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65709 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47120 members 
Mstep: Class 26 contains 62369 members 
Mstep: Class 27 contains 103234 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799728.000000 Penalty: 91921.562500
Iteration 283Q: 28 clusters Score -1.377997e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 40149 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51087 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6670 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106384 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107271 members 
Mstep: Class 18 contains 99272 members 
Mstep: Class 20 contains 47218 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65714 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47122 members 
Mstep: Class 26 contains 62361 members 
Mstep: Class 27 contains 103238 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799600.000000 Penalty: 91921.562500
Iteration 284Q: 28 clusters Score -1.377996e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 40143 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51090 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106395 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107262 members 
Mstep: Class 18 contains 99265 members 
Mstep: Class 20 contains 47223 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65718 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47125 members 
Mstep: Class 26 contains 62352 members 
Mstep: Class 27 contains 103239 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799728.000000 Penalty: 91921.562500
Iteration 285Q: 28 clusters Score -1.377997e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 40139 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51114 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106381 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107248 members 
Mstep: Class 18 contains 99270 members 
Mstep: Class 20 contains 47226 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65738 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47122 members 
Mstep: Class 26 contains 62342 members 
Mstep: Class 27 contains 103240 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799840.000000 Penalty: 91921.562500
Iteration 286Q: 28 clusters Score -1.377998e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 40137 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 51124 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106395 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107255 members 
Mstep: Class 18 contains 99266 members 
Mstep: Class 20 contains 47228 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65749 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47112 members 
Mstep: Class 26 contains 62333 members 
Mstep: Class 27 contains 103239 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799808.000000 Penalty: 91921.562500
Iteration 287Q: 28 clusters Score -1.377998e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 40137 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30813 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51138 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106403 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107243 members 
Mstep: Class 18 contains 99263 members 
Mstep: Class 20 contains 47230 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65754 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62323 members 
Mstep: Class 27 contains 103234 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 288Q: 28 clusters Score -1.377997e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 40135 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30814 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51147 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106417 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107237 members 
Mstep: Class 18 contains 99265 members 
Mstep: Class 20 contains 47231 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65761 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47103 members 
Mstep: Class 26 contains 62306 members 
Mstep: Class 27 contains 103230 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799776.000000 Penalty: 91921.562500
Iteration 289Q: 28 clusters Score -1.377998e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 40137 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51151 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 11 contains 59981 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106422 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107242 members 
Mstep: Class 18 contains 99258 members 
Mstep: Class 20 contains 47232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65764 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62299 members 
Mstep: Class 27 contains 103220 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799840.000000 Penalty: 91921.562500
Iteration 290Q: 28 clusters Score -1.377998e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 40143 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51155 members 
Mstep: Class 7 contains 20395 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 59980 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106417 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107232 members 
Mstep: Class 18 contains 99258 members 
Mstep: Class 20 contains 47232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65770 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62293 members 
Mstep: Class 27 contains 103219 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 291Q: 28 clusters Score -1.377997e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30822 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51163 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 59980 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106432 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107211 members 
Mstep: Class 18 contains 99264 members 
Mstep: Class 20 contains 47231 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65775 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62290 members 
Mstep: Class 27 contains 103201 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799712.000000 Penalty: 91921.562500
Iteration 292Q: 28 clusters Score -1.377997e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 40149 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30822 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51169 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 59975 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106430 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107216 members 
Mstep: Class 18 contains 99260 members 
Mstep: Class 20 contains 47231 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65783 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62284 members 
Mstep: Class 27 contains 103195 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799904.000000 Penalty: 91921.562500
Iteration 293Q: 28 clusters Score -1.377999e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51177 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 59976 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106413 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107216 members 
Mstep: Class 18 contains 99270 members 
Mstep: Class 20 contains 47231 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65788 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47119 members 
Mstep: Class 26 contains 62279 members 
Mstep: Class 27 contains 103189 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 294Q: 28 clusters Score -1.377997e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51184 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 59979 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106396 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107220 members 
Mstep: Class 18 contains 99269 members 
Mstep: Class 20 contains 47233 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65795 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47128 members 
Mstep: Class 26 contains 62271 members 
Mstep: Class 27 contains 103190 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799760.000000 Penalty: 91921.562500
Iteration 295Q: 28 clusters Score -1.377998e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 40144 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51179 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6657 members 
Mstep: Class 11 contains 59981 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106381 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107229 members 
Mstep: Class 18 contains 99277 members 
Mstep: Class 20 contains 47234 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65799 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47131 members 
Mstep: Class 26 contains 62262 members 
Mstep: Class 27 contains 103197 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799600.000000 Penalty: 91921.562500
Iteration 296Q: 28 clusters Score -1.377996e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 40143 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30819 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51173 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106376 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107233 members 
Mstep: Class 18 contains 99287 members 
Mstep: Class 20 contains 47235 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65807 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47134 members 
Mstep: Class 26 contains 62248 members 
Mstep: Class 27 contains 103195 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799536.000000 Penalty: 91921.562500
Iteration 297Q: 28 clusters Score -1.377995e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 40140 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51182 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6646 members 
Mstep: Class 11 contains 59992 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106370 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107246 members 
Mstep: Class 18 contains 99291 members 
Mstep: Class 20 contains 47237 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65815 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47128 members 
Mstep: Class 26 contains 62232 members 
Mstep: Class 27 contains 103199 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799728.000000 Penalty: 91921.562500
Iteration 298Q: 28 clusters Score -1.377997e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40138 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30820 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51177 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 59989 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106370 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107266 members 
Mstep: Class 18 contains 99294 members 
Mstep: Class 20 contains 47237 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65816 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47121 members 
Mstep: Class 26 contains 62223 members 
Mstep: Class 27 contains 103203 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799936.000000 Penalty: 91921.562500
Iteration 299Q: 28 clusters Score -1.377999e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 40145 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30820 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51175 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 59993 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106363 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107276 members 
Mstep: Class 18 contains 99295 members 
Mstep: Class 20 contains 47237 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65815 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47119 members 
Mstep: Class 26 contains 62214 members 
Mstep: Class 27 contains 103202 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799792.000000 Penalty: 91921.562500
Iteration 300F: 28 clusters Score -1.377998e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40150 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30820 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51173 members 
Mstep: Class 7 contains 20396 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106357 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107274 members 
Mstep: Class 18 contains 99307 members 
Mstep: Class 20 contains 47239 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65816 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47116 members 
Mstep: Class 26 contains 62197 members 
Mstep: Class 27 contains 103221 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799808.000000 Penalty: 91921.562500
Iteration 301Q: 28 clusters Score -1.377998e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 40151 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30818 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51173 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106354 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107259 members 
Mstep: Class 18 contains 99319 members 
Mstep: Class 20 contains 47244 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65824 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47114 members 
Mstep: Class 26 contains 62190 members 
Mstep: Class 27 contains 103234 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 91921.562500
Iteration 302Q: 28 clusters Score -1.377997e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 40150 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30816 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51179 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 59989 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106342 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107265 members 
Mstep: Class 18 contains 99317 members 
Mstep: Class 20 contains 47250 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65828 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47112 members 
Mstep: Class 26 contains 62187 members 
Mstep: Class 27 contains 103238 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 303Q: 28 clusters Score -1.377997e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40152 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30814 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51185 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106323 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107280 members 
Mstep: Class 18 contains 99315 members 
Mstep: Class 20 contains 47249 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65829 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47111 members 
Mstep: Class 26 contains 62184 members 
Mstep: Class 27 contains 103244 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799584.000000 Penalty: 91921.562500
Iteration 304Q: 28 clusters Score -1.377996e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40157 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51190 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 59980 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106312 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107289 members 
Mstep: Class 18 contains 99308 members 
Mstep: Class 20 contains 47248 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65830 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62181 members 
Mstep: Class 27 contains 103255 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799552.000000 Penalty: 91921.562500
Iteration 305Q: 28 clusters Score -1.377996e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 40163 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30815 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51196 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 59977 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106304 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107284 members 
Mstep: Class 18 contains 99311 members 
Mstep: Class 20 contains 47249 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65840 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62173 members 
Mstep: Class 27 contains 103264 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799520.000000 Penalty: 91921.562500
Iteration 306Q: 28 clusters Score -1.377995e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 40174 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30808 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51201 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59975 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106297 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107282 members 
Mstep: Class 18 contains 99319 members 
Mstep: Class 20 contains 47250 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65839 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62164 members 
Mstep: Class 27 contains 103267 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799536.000000 Penalty: 91921.562500
Iteration 307Q: 28 clusters Score -1.377995e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 40185 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30805 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51196 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 59974 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106297 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 107266 members 
Mstep: Class 18 contains 99322 members 
Mstep: Class 20 contains 47252 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62162 members 
Mstep: Class 27 contains 103276 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799584.000000 Penalty: 91921.562500
Iteration 308Q: 28 clusters Score -1.377996e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 40190 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51198 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 59968 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106300 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107259 members 
Mstep: Class 18 contains 99327 members 
Mstep: Class 20 contains 47251 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65849 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47102 members 
Mstep: Class 26 contains 62153 members 
Mstep: Class 27 contains 103284 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799600.000000 Penalty: 91921.562500
Iteration 309Q: 28 clusters Score -1.377996e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 40191 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51202 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 59966 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106287 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107261 members 
Mstep: Class 18 contains 99337 members 
Mstep: Class 20 contains 47252 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65847 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47103 members 
Mstep: Class 26 contains 62145 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799744.000000 Penalty: 91921.562500
Iteration 310Q: 28 clusters Score -1.377997e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 40195 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30794 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51201 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 59962 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106281 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107271 members 
Mstep: Class 18 contains 99349 members 
Mstep: Class 20 contains 47255 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62141 members 
Mstep: Class 27 contains 103290 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799712.000000 Penalty: 91921.562500
Iteration 311Q: 28 clusters Score -1.377997e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 40203 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51197 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 59958 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106284 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107263 members 
Mstep: Class 18 contains 99354 members 
Mstep: Class 20 contains 47255 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62144 members 
Mstep: Class 27 contains 103291 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799696.000000 Penalty: 91921.562500
Iteration 312Q: 28 clusters Score -1.377997e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40210 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30787 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51197 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 59954 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106281 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107256 members 
Mstep: Class 18 contains 99362 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65841 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62137 members 
Mstep: Class 27 contains 103296 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799744.000000 Penalty: 91921.562500
Iteration 313Q: 28 clusters Score -1.377997e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51197 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 59949 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106273 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107270 members 
Mstep: Class 18 contains 99367 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65840 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47114 members 
Mstep: Class 26 contains 62127 members 
Mstep: Class 27 contains 103294 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 91921.562500
Iteration 314Q: 28 clusters Score -1.377999e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51196 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 59950 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106278 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107258 members 
Mstep: Class 18 contains 99369 members 
Mstep: Class 20 contains 47255 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65841 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47114 members 
Mstep: Class 26 contains 62120 members 
Mstep: Class 27 contains 103298 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 91921.562500
Iteration 315Q: 28 clusters Score -1.377999e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30780 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51207 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106276 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107247 members 
Mstep: Class 18 contains 99375 members 
Mstep: Class 20 contains 47257 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47111 members 
Mstep: Class 26 contains 62116 members 
Mstep: Class 27 contains 103299 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799760.000000 Penalty: 91921.562500
Iteration 316Q: 28 clusters Score -1.377998e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 40221 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51215 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107260 members 
Mstep: Class 18 contains 99382 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62108 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799712.000000 Penalty: 91921.562500
Iteration 317Q: 28 clusters Score -1.377997e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 40221 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51218 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59944 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106259 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107263 members 
Mstep: Class 18 contains 99389 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62102 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 91921.562500
Iteration 318Q: 28 clusters Score -1.377999e+08 nChanged 83
Entering ConstructFrom: 
Score: -137799888.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (27010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Entering Unmasked Estep 
Score: -3919527.000000 Penalty: 2530.582764
	Iteration 0F: 2 clusters Score -3919527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3900792.000000 Penalty: 5061.165527
	Iteration 0F: 3 clusters Score -3900792 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3907455.250000 Penalty: 5061.165527
	Iteration 1F: 3 clusters Score -3907455 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3907926.500000 Penalty: 5061.165527
	Iteration 2F: 3 clusters Score -3907926 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3908437.000000 Penalty: 5061.165527
	Iteration 3Q: 3 clusters Score -3908437 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3908952.750000 Penalty: 5061.165527
	Iteration 4Q: 3 clusters Score -3908953 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3909546.500000 Penalty: 5061.165527
	Iteration 5Q: 3 clusters Score -3909546 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3910270.250000 Penalty: 5061.165527
	Iteration 6Q: 3 clusters Score -3910270 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3911138.000000 Penalty: 5061.165527
	Iteration 7F: 3 clusters Score -3911138 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3912090.000000 Penalty: 5061.165527
	Iteration 8F: 3 clusters Score -3912090 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3913108.500000 Penalty: 5061.165527
	Iteration 9F: 3 clusters Score -3913108 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3914042.500000 Penalty: 5061.165527
	Iteration 10F: 3 clusters Score -3914042 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3914796.000000 Penalty: 5061.165527
	Iteration 11Q: 3 clusters Score -3914796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3915434.250000 Penalty: 5061.165527
	Iteration 12Q: 3 clusters Score -3915434 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3915993.750000 Penalty: 5061.165527
	Iteration 13Q: 3 clusters Score -3915994 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3916395.250000 Penalty: 5061.165527
	Iteration 14Q: 3 clusters Score -3916395 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3916801.250000 Penalty: 5061.165527
	Iteration 15Q: 3 clusters Score -3916801 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3917083.500000 Penalty: 5061.165527
	Iteration 16Q: 3 clusters Score -3917084 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3917309.500000 Penalty: 5061.165527
	Iteration 17Q: 3 clusters Score -3917310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3917455.250000 Penalty: 5061.165527
	Iteration 18Q: 3 clusters Score -3917455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3917543.750000 Penalty: 5061.165527
	Iteration 19Q: 3 clusters Score -3917544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3917620.250000 Penalty: 5061.165527
	Iteration 20F: 3 clusters Score -3917620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3917673.750000 Penalty: 5061.165527
	Iteration 21Q: 3 clusters Score -3917674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3917711.500000 Penalty: 5061.165527
	Iteration 22Q: 3 clusters Score -3917712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3917736.000000 Penalty: 5061.165527
	Iteration 23Q: 3 clusters Score -3917736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3917756.250000 Penalty: 5061.165527
	Iteration 24Q: 3 clusters Score -3917756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3917766.750000 Penalty: 5061.165527
	Iteration 25Q: 3 clusters Score -3917767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3917767.750000 Penalty: 5061.165527
	Iteration 26Q: 3 clusters Score -3917768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3917781.500000 Penalty: 5061.165527
	Iteration 27Q: 3 clusters Score -3917782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3917781.500000 Penalty: 5061.165527
	Iteration 28Q: 3 clusters Score -3917782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3917790.250000 Penalty: 5061.165527
	Iteration 29Q: 3 clusters Score -3917790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3917791.250000 Penalty: 5061.165527
	Iteration 30Q: 3 clusters Score -3917791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3917795.250000 Penalty: 5061.165527
	Iteration 31Q: 3 clusters Score -3917795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3917802.250000 Penalty: 5061.165527
	Iteration 32Q: 3 clusters Score -3917802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3917808.750000 Penalty: 5061.165527
	Iteration 33Q: 3 clusters Score -3917809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3917811.000000 Penalty: 5061.165527
	Iteration 34Q: 3 clusters Score -3917811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3917816.000000 Penalty: 5061.165527
	Iteration 35Q: 3 clusters Score -3917816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3917820.750000 Penalty: 5061.165527
	Iteration 36Q: 3 clusters Score -3917821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3917824.000000 Penalty: 5061.165527
	Iteration 37Q: 3 clusters Score -3917824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3917824.000000 Penalty: 5061.165527
	Iteration 38Q: 3 clusters Score -3917824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3917827.000000 Penalty: 5061.165527
	Iteration 39Q: 3 clusters Score -3917827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3917823.750000 Penalty: 5061.165527
	Iteration 40F: 3 clusters Score -3917824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3917821.250000 Penalty: 5061.165527
	Iteration 41Q: 3 clusters Score -3917821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3917825.000000 Penalty: 5061.165527
	Iteration 42Q: 3 clusters Score -3917825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3917827.750000 Penalty: 5061.165527
	Iteration 43Q: 3 clusters Score -3917828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3917832.750000 Penalty: 5061.165527
	Iteration 44Q: 3 clusters Score -3917833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3917836.750000 Penalty: 5061.165527
	Iteration 45Q: 3 clusters Score -3917837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3917839.250000 Penalty: 5061.165527
	Iteration 46Q: 3 clusters Score -3917839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3917835.000000 Penalty: 5061.165527
	Iteration 47Q: 3 clusters Score -3917835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3917835.000000 Penalty: 5061.165527
	Iteration 48Q: 3 clusters Score -3917835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3917836.750000 Penalty: 5061.165527
	Iteration 49Q: 3 clusters Score -3917837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3917839.000000 Penalty: 5061.165527
	Iteration 50Q: 3 clusters Score -3917839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3917840.500000 Penalty: 5061.165527
	Iteration 51Q: 3 clusters Score -3917840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3917841.750000 Penalty: 5061.165527
	Iteration 52Q: 3 clusters Score -3917842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3917842.750000 Penalty: 5061.165527
	Iteration 53Q: 3 clusters Score -3917843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3917841.500000 Penalty: 5061.165527
	Iteration 54Q: 3 clusters Score -3917842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3917841.250000 Penalty: 5061.165527
	Iteration 55Q: 3 clusters Score -3917841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3917842.500000 Penalty: 5061.165527
	Iteration 56Q: 3 clusters Score -3917842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3917842.500000 Penalty: 5061.165527
	Iteration 57F: 3 clusters Score -3917842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Entering Unmasked Estep 
Score: -6236418.500000 Penalty: 2629.350098
	Iteration 0F: 2 clusters Score -6236418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -6209196.000000 Penalty: 5258.700195
	Iteration 0F: 3 clusters Score -6209196 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6219208.000000 Penalty: 5258.700195
	Iteration 1F: 3 clusters Score -6219208 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -6219807.500000 Penalty: 5258.700195
	Iteration 2Q: 3 clusters Score -6219808 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6220347.500000 Penalty: 5258.700195
	Iteration 3Q: 3 clusters Score -6220348 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6221007.500000 Penalty: 5258.700195
	Iteration 4Q: 3 clusters Score -6221008 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6222013.000000 Penalty: 5258.700195
	Iteration 5Q: 3 clusters Score -6222013 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6223558.500000 Penalty: 5258.700195
	Iteration 6F: 3 clusters Score -6223558 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -6225883.500000 Penalty: 5258.700195
	Iteration 7F: 3 clusters Score -6225884 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -6228871.000000 Penalty: 5258.700195
	Iteration 8F: 3 clusters Score -6228871 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -6231726.500000 Penalty: 5258.700195
	Iteration 9F: 3 clusters Score -6231726 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6233484.000000 Penalty: 5258.700195
	Iteration 10Q: 3 clusters Score -6233484 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6234336.500000 Penalty: 5258.700195
	Iteration 11Q: 3 clusters Score -6234336 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -6234735.500000 Penalty: 5258.700195
	Iteration 12Q: 3 clusters Score -6234736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -6234881.000000 Penalty: 5258.700195
	Iteration 13Q: 3 clusters Score -6234881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -6234944.500000 Penalty: 5258.700195
	Iteration 14Q: 3 clusters Score -6234944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -6234982.000000 Penalty: 5258.700195
	Iteration 15Q: 3 clusters Score -6234982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -6235002.500000 Penalty: 5258.700195
	Iteration 16Q: 3 clusters Score -6235002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -6235011.500000 Penalty: 5258.700195
	Iteration 17Q: 3 clusters Score -6235012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -6235028.000000 Penalty: 5258.700195
	Iteration 18Q: 3 clusters Score -6235028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6235040.000000 Penalty: 5258.700195
	Iteration 19Q: 3 clusters Score -6235040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6235070.500000 Penalty: 5258.700195
	Iteration 20F: 3 clusters Score -6235070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -6235081.500000 Penalty: 5258.700195
	Iteration 21Q: 3 clusters Score -6235082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6235082.000000 Penalty: 5258.700195
	Iteration 22Q: 3 clusters Score -6235082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -6235085.500000 Penalty: 5258.700195
	Iteration 23Q: 3 clusters Score -6235086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6235086.000000 Penalty: 5258.700195
	Iteration 24Q: 3 clusters Score -6235086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -6235090.500000 Penalty: 5258.700195
	Iteration 25Q: 3 clusters Score -6235090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6235092.500000 Penalty: 5258.700195
	Iteration 26Q: 3 clusters Score -6235092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6235099.500000 Penalty: 5258.700195
	Iteration 27Q: 3 clusters Score -6235100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6235101.500000 Penalty: 5258.700195
	Iteration 28Q: 3 clusters Score -6235102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6235101.500000 Penalty: 5258.700195
	Iteration 29F: 3 clusters Score -6235102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 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 115 members 
Entering Unmasked Estep 
Score: -21197.042969 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21197.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21272.699219 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21290.851562 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21290.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21297.855469 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21297.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21301.906250 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21301.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21306.634766 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21306.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21306.634766 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -21306.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Entering Unmasked Estep 
Score: -4746875.500000 Penalty: 2562.937744
	Iteration 0F: 2 clusters Score -4746876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4725792.500000 Penalty: 5125.875488
	Iteration 0F: 3 clusters Score -4725792 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4733467.500000 Penalty: 5125.875488
	Iteration 1F: 3 clusters Score -4733468 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4734075.500000 Penalty: 5125.875488
	Iteration 2F: 3 clusters Score -4734076 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4734631.500000 Penalty: 5125.875488
	Iteration 3Q: 3 clusters Score -4734632 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4735178.500000 Penalty: 5125.875488
	Iteration 4Q: 3 clusters Score -4735178 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4735834.500000 Penalty: 5125.875488
	Iteration 5Q: 3 clusters Score -4735834 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4736618.000000 Penalty: 5125.875488
	Iteration 6Q: 3 clusters Score -4736618 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4737479.000000 Penalty: 5125.875488
	Iteration 7Q: 3 clusters Score -4737479 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4738437.000000 Penalty: 5125.875488
	Iteration 8Q: 3 clusters Score -4738437 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4739422.000000 Penalty: 5125.875488
	Iteration 9Q: 3 clusters Score -4739422 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4740384.500000 Penalty: 5125.875488
	Iteration 10Q: 3 clusters Score -4740384 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4741256.000000 Penalty: 5125.875488
	Iteration 11Q: 3 clusters Score -4741256 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4741991.500000 Penalty: 5125.875488
	Iteration 12Q: 3 clusters Score -4741992 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4742644.500000 Penalty: 5125.875488
	Iteration 13Q: 3 clusters Score -4742644 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -4743117.000000 Penalty: 5125.875488
	Iteration 14Q: 3 clusters Score -4743117 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4743535.500000 Penalty: 5125.875488
	Iteration 15Q: 3 clusters Score -4743536 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4743868.500000 Penalty: 5125.875488
	Iteration 16Q: 3 clusters Score -4743868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4744077.000000 Penalty: 5125.875488
	Iteration 17Q: 3 clusters Score -4744077 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4744229.500000 Penalty: 5125.875488
	Iteration 18Q: 3 clusters Score -4744230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4744353.000000 Penalty: 5125.875488
	Iteration 19Q: 3 clusters Score -4744353 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4744438.000000 Penalty: 5125.875488
	Iteration 20F: 3 clusters Score -4744438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4744511.000000 Penalty: 5125.875488
	Iteration 21Q: 3 clusters Score -4744511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4744568.000000 Penalty: 5125.875488
	Iteration 22Q: 3 clusters Score -4744568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4744593.500000 Penalty: 5125.875488
	Iteration 23Q: 3 clusters Score -4744594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4744623.500000 Penalty: 5125.875488
	Iteration 24Q: 3 clusters Score -4744624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4744648.000000 Penalty: 5125.875488
	Iteration 25Q: 3 clusters Score -4744648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4744659.000000 Penalty: 5125.875488
	Iteration 26Q: 3 clusters Score -4744659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4744666.000000 Penalty: 5125.875488
	Iteration 27Q: 3 clusters Score -4744666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4744677.000000 Penalty: 5125.875488
	Iteration 28Q: 3 clusters Score -4744677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4744687.000000 Penalty: 5125.875488
	Iteration 29Q: 3 clusters Score -4744687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4744690.500000 Penalty: 5125.875488
	Iteration 30Q: 3 clusters Score -4744690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4744693.500000 Penalty: 5125.875488
	Iteration 31Q: 3 clusters Score -4744694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4744702.500000 Penalty: 5125.875488
	Iteration 32Q: 3 clusters Score -4744702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4744701.500000 Penalty: 5125.875488
	Iteration 33Q: 3 clusters Score -4744702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4744701.000000 Penalty: 5125.875488
	Iteration 34Q: 3 clusters Score -4744701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4744721.500000 Penalty: 5125.875488
	Iteration 35Q: 3 clusters Score -4744722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4744727.000000 Penalty: 5125.875488
	Iteration 36Q: 3 clusters Score -4744727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4744735.000000 Penalty: 5125.875488
	Iteration 37Q: 3 clusters Score -4744735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4744733.500000 Penalty: 5125.875488
	Iteration 38Q: 3 clusters Score -4744734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4744741.500000 Penalty: 5125.875488
	Iteration 39Q: 3 clusters Score -4744742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4744743.500000 Penalty: 5125.875488
	Iteration 40F: 3 clusters Score -4744744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4744746.500000 Penalty: 5125.875488
	Iteration 41Q: 3 clusters Score -4744746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4744752.000000 Penalty: 5125.875488
	Iteration 42Q: 3 clusters Score -4744752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -4744753.500000 Penalty: 5125.875488
	Iteration 43Q: 3 clusters Score -4744754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4744756.000000 Penalty: 5125.875488
	Iteration 44Q: 3 clusters Score -4744756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4744757.000000 Penalty: 5125.875488
	Iteration 45Q: 3 clusters Score -4744757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4744760.500000 Penalty: 5125.875488
	Iteration 46Q: 3 clusters Score -4744760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4744760.500000 Penalty: 5125.875488
	Iteration 47F: 3 clusters Score -4744760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -716395.500000 Penalty: 2103.890625
	Iteration 0F: 2 clusters Score -716395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -712038.500000 Penalty: 4207.781250
	Iteration 0F: 3 clusters Score -712038.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -713052.000000 Penalty: 4207.781250
	Iteration 1F: 3 clusters Score -713052 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -713267.437500 Penalty: 4207.781250
	Iteration 2F: 3 clusters Score -713267.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -713418.375000 Penalty: 4207.781250
	Iteration 3F: 3 clusters Score -713418.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -713547.750000 Penalty: 4207.781250
	Iteration 4Q: 3 clusters Score -713547.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -713656.250000 Penalty: 4207.781250
	Iteration 5Q: 3 clusters Score -713656.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -713780.000000 Penalty: 4207.781250
	Iteration 6Q: 3 clusters Score -713780 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -713900.937500 Penalty: 4207.781250
	Iteration 7Q: 3 clusters Score -713900.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -714023.750000 Penalty: 4207.781250
	Iteration 8Q: 3 clusters Score -714023.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -714143.312500 Penalty: 4207.781250
	Iteration 9Q: 3 clusters Score -714143.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -714224.500000 Penalty: 4207.781250
	Iteration 10Q: 3 clusters Score -714224.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -714282.437500 Penalty: 4207.781250
	Iteration 11Q: 3 clusters Score -714282.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -714328.000000 Penalty: 4207.781250
	Iteration 12Q: 3 clusters Score -714328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -714368.312500 Penalty: 4207.781250
	Iteration 13Q: 3 clusters Score -714368.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -714403.187500 Penalty: 4207.781250
	Iteration 14Q: 3 clusters Score -714403.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -714437.750000 Penalty: 4207.781250
	Iteration 15Q: 3 clusters Score -714437.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -714466.812500 Penalty: 4207.781250
	Iteration 16Q: 3 clusters Score -714466.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -714490.812500 Penalty: 4207.781250
	Iteration 17Q: 3 clusters Score -714490.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -714513.312500 Penalty: 4207.781250
	Iteration 18Q: 3 clusters Score -714513.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -714543.312500 Penalty: 4207.781250
	Iteration 19Q: 3 clusters Score -714543.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -714566.875000 Penalty: 4207.781250
	Iteration 20F: 3 clusters Score -714566.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -714586.000000 Penalty: 4207.781250
	Iteration 21Q: 3 clusters Score -714586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -714602.812500 Penalty: 4207.781250
	Iteration 22Q: 3 clusters Score -714602.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -714617.812500 Penalty: 4207.781250
	Iteration 23Q: 3 clusters Score -714617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -714626.937500 Penalty: 4207.781250
	Iteration 24Q: 3 clusters Score -714626.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -714634.250000 Penalty: 4207.781250
	Iteration 25Q: 3 clusters Score -714634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -714636.812500 Penalty: 4207.781250
	Iteration 26Q: 3 clusters Score -714636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -714641.937500 Penalty: 4207.781250
	Iteration 27Q: 3 clusters Score -714641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -714647.187500 Penalty: 4207.781250
	Iteration 28Q: 3 clusters Score -714647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -714649.312500 Penalty: 4207.781250
	Iteration 29Q: 3 clusters Score -714649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -714652.062500 Penalty: 4207.781250
	Iteration 30Q: 3 clusters Score -714652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -714653.687500 Penalty: 4207.781250
	Iteration 31Q: 3 clusters Score -714653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -714655.687500 Penalty: 4207.781250
	Iteration 32Q: 3 clusters Score -714655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -714658.437500 Penalty: 4207.781250
	Iteration 33Q: 3 clusters Score -714658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -714662.437500 Penalty: 4207.781250
	Iteration 34Q: 3 clusters Score -714662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -714665.562500 Penalty: 4207.781250
	Iteration 35Q: 3 clusters Score -714665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -714668.187500 Penalty: 4207.781250
	Iteration 36Q: 3 clusters Score -714668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -714671.125000 Penalty: 4207.781250
	Iteration 37Q: 3 clusters Score -714671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -714671.437500 Penalty: 4207.781250
	Iteration 38Q: 3 clusters Score -714671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -714674.062500 Penalty: 4207.781250
	Iteration 39Q: 3 clusters Score -714674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -714674.062500 Penalty: 4207.781250
	Iteration 40F: 3 clusters Score -714674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Entering Unmasked Estep 
Score: -7931011.500000 Penalty: 2689.302979
	Iteration 0F: 2 clusters Score -7931012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -7896602.500000 Penalty: 5378.605957
	Iteration 0F: 3 clusters Score -7896602 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -7909493.500000 Penalty: 5378.605957
	Iteration 1F: 3 clusters Score -7909494 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7909975.000000 Penalty: 5378.605957
	Iteration 2Q: 3 clusters Score -7909975 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7910458.500000 Penalty: 5378.605957
	Iteration 3Q: 3 clusters Score -7910458 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -7911002.500000 Penalty: 5378.605957
	Iteration 4Q: 3 clusters Score -7911002 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -7911720.500000 Penalty: 5378.605957
	Iteration 5Q: 3 clusters Score -7911720 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -7912736.500000 Penalty: 5378.605957
	Iteration 6Q: 3 clusters Score -7912736 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -7914292.000000 Penalty: 5378.605957
	Iteration 7F: 3 clusters Score -7914292 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7916619.000000 Penalty: 5378.605957
	Iteration 8F: 3 clusters Score -7916619 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7919629.000000 Penalty: 5378.605957
	Iteration 9F: 3 clusters Score -7919629 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -7922746.500000 Penalty: 5378.605957
	Iteration 10F: 3 clusters Score -7922746 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -7925285.500000 Penalty: 5378.605957
	Iteration 11F: 3 clusters Score -7925286 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -7926746.500000 Penalty: 5378.605957
	Iteration 12Q: 3 clusters Score -7926746 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -7927568.000000 Penalty: 5378.605957
	Iteration 13Q: 3 clusters Score -7927568 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -7928021.500000 Penalty: 5378.605957
	Iteration 14Q: 3 clusters Score -7928022 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -7928246.500000 Penalty: 5378.605957
	Iteration 15Q: 3 clusters Score -7928246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -7928362.000000 Penalty: 5378.605957
	Iteration 16Q: 3 clusters Score -7928362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -7928434.500000 Penalty: 5378.605957
	Iteration 17Q: 3 clusters Score -7928434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -7928507.000000 Penalty: 5378.605957
	Iteration 18Q: 3 clusters Score -7928507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -7928558.000000 Penalty: 5378.605957
	Iteration 19Q: 3 clusters Score -7928558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -7928580.500000 Penalty: 5378.605957
	Iteration 20F: 3 clusters Score -7928580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -7928605.500000 Penalty: 5378.605957
	Iteration 21Q: 3 clusters Score -7928606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -7928636.000000 Penalty: 5378.605957
	Iteration 22Q: 3 clusters Score -7928636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -7928656.500000 Penalty: 5378.605957
	Iteration 23Q: 3 clusters Score -7928656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -7928666.000000 Penalty: 5378.605957
	Iteration 24Q: 3 clusters Score -7928666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -7928671.000000 Penalty: 5378.605957
	Iteration 25Q: 3 clusters Score -7928671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -7928676.500000 Penalty: 5378.605957
	Iteration 26Q: 3 clusters Score -7928676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -7928677.000000 Penalty: 5378.605957
	Iteration 27Q: 3 clusters Score -7928677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -7928677.000000 Penalty: 5378.605957
	Iteration 28F: 3 clusters Score -7928677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Entering Unmasked Estep 
Score: -3092417.750000 Penalty: 2460.866455
	Iteration 0F: 2 clusters Score -3092418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3077995.500000 Penalty: 4921.732910
	Iteration 0F: 3 clusters Score -3077996 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3082767.750000 Penalty: 4921.732910
	Iteration 1F: 3 clusters Score -3082768 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3083169.000000 Penalty: 4921.732910
	Iteration 2F: 3 clusters Score -3083169 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3083570.750000 Penalty: 4921.732910
	Iteration 3Q: 3 clusters Score -3083571 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3084071.250000 Penalty: 4921.732910
	Iteration 4Q: 3 clusters Score -3084071 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3084682.500000 Penalty: 4921.732910
	Iteration 5F: 3 clusters Score -3084682 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3085353.750000 Penalty: 4921.732910
	Iteration 6F: 3 clusters Score -3085354 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3086173.000000 Penalty: 4921.732910
	Iteration 7F: 3 clusters Score -3086173 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3087033.500000 Penalty: 4921.732910
	Iteration 8F: 3 clusters Score -3087034 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3087889.000000 Penalty: 4921.732910
	Iteration 9F: 3 clusters Score -3087889 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3088559.000000 Penalty: 4921.732910
	Iteration 10Q: 3 clusters Score -3088559 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3089046.500000 Penalty: 4921.732910
	Iteration 11Q: 3 clusters Score -3089046 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3089404.750000 Penalty: 4921.732910
	Iteration 12Q: 3 clusters Score -3089405 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3089649.500000 Penalty: 4921.732910
	Iteration 13Q: 3 clusters Score -3089650 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3089855.750000 Penalty: 4921.732910
	Iteration 14Q: 3 clusters Score -3089856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3089969.000000 Penalty: 4921.732910
	Iteration 15Q: 3 clusters Score -3089969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3090065.250000 Penalty: 4921.732910
	Iteration 16Q: 3 clusters Score -3090065 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3090142.500000 Penalty: 4921.732910
	Iteration 17Q: 3 clusters Score -3090142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3090211.250000 Penalty: 4921.732910
	Iteration 18Q: 3 clusters Score -3090211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3090246.250000 Penalty: 4921.732910
	Iteration 19Q: 3 clusters Score -3090246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3090291.250000 Penalty: 4921.732910
	Iteration 20F: 3 clusters Score -3090291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3090319.500000 Penalty: 4921.732910
	Iteration 21Q: 3 clusters Score -3090320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3090340.750000 Penalty: 4921.732910
	Iteration 22Q: 3 clusters Score -3090341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3090372.750000 Penalty: 4921.732910
	Iteration 23Q: 3 clusters Score -3090373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3090382.500000 Penalty: 4921.732910
	Iteration 24Q: 3 clusters Score -3090382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3090388.000000 Penalty: 4921.732910
	Iteration 25Q: 3 clusters Score -3090388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3090404.500000 Penalty: 4921.732910
	Iteration 26Q: 3 clusters Score -3090404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3090420.000000 Penalty: 4921.732910
	Iteration 27Q: 3 clusters Score -3090420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3090437.250000 Penalty: 4921.732910
	Iteration 28Q: 3 clusters Score -3090437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3090455.000000 Penalty: 4921.732910
	Iteration 29Q: 3 clusters Score -3090455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3090466.750000 Penalty: 4921.732910
	Iteration 30Q: 3 clusters Score -3090467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3090473.750000 Penalty: 4921.732910
	Iteration 31Q: 3 clusters Score -3090474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3090472.750000 Penalty: 4921.732910
	Iteration 32Q: 3 clusters Score -3090473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3090481.500000 Penalty: 4921.732910
	Iteration 33Q: 3 clusters Score -3090482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3090492.250000 Penalty: 4921.732910
	Iteration 34Q: 3 clusters Score -3090492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3090497.250000 Penalty: 4921.732910
	Iteration 35Q: 3 clusters Score -3090497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3090496.750000 Penalty: 4921.732910
	Iteration 36Q: 3 clusters Score -3090497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3090495.250000 Penalty: 4921.732910
	Iteration 37Q: 3 clusters Score -3090495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3090502.500000 Penalty: 4921.732910
	Iteration 38Q: 3 clusters Score -3090502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3090495.750000 Penalty: 4921.732910
	Iteration 39Q: 3 clusters Score -3090496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3090500.250000 Penalty: 4921.732910
	Iteration 40F: 3 clusters Score -3090500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3090506.750000 Penalty: 4921.732910
	Iteration 41Q: 3 clusters Score -3090507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3090504.500000 Penalty: 4921.732910
	Iteration 42Q: 3 clusters Score -3090504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3090512.750000 Penalty: 4921.732910
	Iteration 43Q: 3 clusters Score -3090513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3090516.000000 Penalty: 4921.732910
	Iteration 44Q: 3 clusters Score -3090516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3090514.750000 Penalty: 4921.732910
	Iteration 45Q: 3 clusters Score -3090515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3090516.750000 Penalty: 4921.732910
	Iteration 46Q: 3 clusters Score -3090517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3090522.000000 Penalty: 4921.732910
	Iteration 47Q: 3 clusters Score -3090522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3090532.000000 Penalty: 4921.732910
	Iteration 48Q: 3 clusters Score -3090532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3090537.000000 Penalty: 4921.732910
	Iteration 49Q: 3 clusters Score -3090537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3090539.000000 Penalty: 4921.732910
	Iteration 50Q: 3 clusters Score -3090539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3090541.750000 Penalty: 4921.732910
	Iteration 51Q: 3 clusters Score -3090542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3090544.500000 Penalty: 4921.732910
	Iteration 52Q: 3 clusters Score -3090544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3090558.250000 Penalty: 4921.732910
	Iteration 53Q: 3 clusters Score -3090558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3090552.250000 Penalty: 4921.732910
	Iteration 54Q: 3 clusters Score -3090552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3090558.000000 Penalty: 4921.732910
	Iteration 55Q: 3 clusters Score -3090558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3090558.750000 Penalty: 4921.732910
	Iteration 56Q: 3 clusters Score -3090559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3090561.500000 Penalty: 4921.732910
	Iteration 57Q: 3 clusters Score -3090562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3090568.250000 Penalty: 4921.732910
	Iteration 58Q: 3 clusters Score -3090568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3090571.000000 Penalty: 4921.732910
	Iteration 59Q: 3 clusters Score -3090571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3090577.750000 Penalty: 4921.732910
	Iteration 60F: 3 clusters Score -3090578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3090581.750000 Penalty: 4921.732910
	Iteration 61Q: 3 clusters Score -3090582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3090581.500000 Penalty: 4921.732910
	Iteration 62Q: 3 clusters Score -3090582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3090582.000000 Penalty: 4921.732910
	Iteration 63Q: 3 clusters Score -3090582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3090584.250000 Penalty: 4921.732910
	Iteration 64Q: 3 clusters Score -3090584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3090587.250000 Penalty: 4921.732910
	Iteration 65Q: 3 clusters Score -3090587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3090589.250000 Penalty: 4921.732910
	Iteration 66Q: 3 clusters Score -3090589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3090588.750000 Penalty: 4921.732910
	Iteration 67Q: 3 clusters Score -3090589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3090589.500000 Penalty: 4921.732910
	Iteration 68Q: 3 clusters Score -3090590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3090588.000000 Penalty: 4921.732910
	Iteration 69Q: 3 clusters Score -3090588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3090596.250000 Penalty: 4921.732910
	Iteration 70Q: 3 clusters Score -3090596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3090595.250000 Penalty: 4921.732910
	Iteration 71Q: 3 clusters Score -3090595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3090604.750000 Penalty: 4921.732910
	Iteration 72Q: 3 clusters Score -3090605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3090604.000000 Penalty: 4921.732910
	Iteration 73Q: 3 clusters Score -3090604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3090602.250000 Penalty: 4921.732910
	Iteration 74Q: 3 clusters Score -3090602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3090604.750000 Penalty: 4921.732910
	Iteration 75Q: 3 clusters Score -3090605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3090615.750000 Penalty: 4921.732910
	Iteration 76Q: 3 clusters Score -3090616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3090620.500000 Penalty: 4921.732910
	Iteration 77Q: 3 clusters Score -3090620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3090621.250000 Penalty: 4921.732910
	Iteration 78Q: 3 clusters Score -3090621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3090626.750000 Penalty: 4921.732910
	Iteration 79Q: 3 clusters Score -3090627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3090627.000000 Penalty: 4921.732910
	Iteration 80F: 3 clusters Score -3090627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3090626.500000 Penalty: 4921.732910
	Iteration 81Q: 3 clusters Score -3090626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3090623.750000 Penalty: 4921.732910
	Iteration 82Q: 3 clusters Score -3090624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3090626.500000 Penalty: 4921.732910
	Iteration 83Q: 3 clusters Score -3090626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3090633.750000 Penalty: 4921.732910
	Iteration 84Q: 3 clusters Score -3090634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3090627.750000 Penalty: 4921.732910
	Iteration 85Q: 3 clusters Score -3090628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3090635.250000 Penalty: 4921.732910
	Iteration 86Q: 3 clusters Score -3090635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3090636.250000 Penalty: 4921.732910
	Iteration 87Q: 3 clusters Score -3090636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3090637.250000 Penalty: 4921.732910
	Iteration 88Q: 3 clusters Score -3090637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3090634.500000 Penalty: 4921.732910
	Iteration 89Q: 3 clusters Score -3090634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3090641.250000 Penalty: 4921.732910
	Iteration 90Q: 3 clusters Score -3090641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3090646.000000 Penalty: 4921.732910
	Iteration 91Q: 3 clusters Score -3090646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3090647.250000 Penalty: 4921.732910
	Iteration 92Q: 3 clusters Score -3090647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3090652.500000 Penalty: 4921.732910
	Iteration 93Q: 3 clusters Score -3090652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3090649.500000 Penalty: 4921.732910
	Iteration 94Q: 3 clusters Score -3090650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3090651.500000 Penalty: 4921.732910
	Iteration 95Q: 3 clusters Score -3090652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3090659.500000 Penalty: 4921.732910
	Iteration 96Q: 3 clusters Score -3090660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3090655.250000 Penalty: 4921.732910
	Iteration 97Q: 3 clusters Score -3090655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3090655.500000 Penalty: 4921.732910
	Iteration 98Q: 3 clusters Score -3090656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3090656.000000 Penalty: 4921.732910
	Iteration 99Q: 3 clusters Score -3090656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3090655.500000 Penalty: 4921.732910
	Iteration 100F: 3 clusters Score -3090656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3090653.500000 Penalty: 4921.732910
	Iteration 101Q: 3 clusters Score -3090654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3090653.750000 Penalty: 4921.732910
	Iteration 102Q: 3 clusters Score -3090654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3090655.500000 Penalty: 4921.732910
	Iteration 103Q: 3 clusters Score -3090656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3090657.000000 Penalty: 4921.732910
	Iteration 104Q: 3 clusters Score -3090657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3090657.000000 Penalty: 4921.732910
	Iteration 105Q: 3 clusters Score -3090657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3090656.000000 Penalty: 4921.732910
	Iteration 106Q: 3 clusters Score -3090656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3090656.250000 Penalty: 4921.732910
	Iteration 107Q: 3 clusters Score -3090656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3090656.000000 Penalty: 4921.732910
	Iteration 108Q: 3 clusters Score -3090656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3090655.000000 Penalty: 4921.732910
	Iteration 109Q: 3 clusters Score -3090655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3090656.250000 Penalty: 4921.732910
	Iteration 110Q: 3 clusters Score -3090656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3090655.000000 Penalty: 4921.732910
	Iteration 111Q: 3 clusters Score -3090655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3090655.000000 Penalty: 4921.732910
	Iteration 112F: 3 clusters Score -3090655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -1043515.875000 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -1043516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1037719.375000 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -1037719 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1039270.625000 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -1039271 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1039571.000000 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -1039571 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1039776.312500 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -1039776 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1039933.187500 Penalty: 4395.089355
	Iteration 4Q: 3 clusters Score -1039933 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1040101.812500 Penalty: 4395.089355
	Iteration 5Q: 3 clusters Score -1040102 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1040297.187500 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -1040297 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1040510.250000 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -1040510 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1040713.812500 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -1040714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1040851.312500 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -1040851 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1040957.312500 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -1040957 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1041047.125000 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -1041047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1041142.062500 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -1041142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1041245.437500 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -1041245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1041351.875000 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -1041352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1041432.875000 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -1041433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1041510.125000 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -1041510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1041570.187500 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -1041570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1041631.312500 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -1041631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1041675.437500 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -1041675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1041711.250000 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -1041711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1041743.875000 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -1041744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1041778.125000 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -1041778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1041804.875000 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -1041805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1041825.750000 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -1041826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1041841.812500 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -1041842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1041854.937500 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -1041855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1041867.062500 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -1041867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1041875.875000 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -1041876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1041888.875000 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -1041889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1041898.937500 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -1041899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1041901.375000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -1041901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1041905.187500 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -1041905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1041913.687500 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -1041914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1041918.187500 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -1041918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1041926.000000 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -1041926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1041932.062500 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -1041932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1041936.437500 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -1041936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1041944.687500 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -1041945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1041949.187500 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -1041949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1041952.875000 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -1041953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1041956.187500 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -1041956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1041957.312500 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -1041957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1041960.875000 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -1041961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1041963.875000 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -1041964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1041963.500000 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -1041964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1041963.500000 Penalty: 4395.089355
	Iteration 46F: 3 clusters Score -1041964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -345120.531250 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345120.5 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -345812.906250 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345812.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -346012.406250 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -346012.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -346157.375000 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346157.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -346255.406250 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346255.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -346316.781250 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346316.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -346378.312500 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346378.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -346429.437500 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346429.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -346465.562500 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346493.625000 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346493.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -346512.906250 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346512.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -346534.718750 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346534.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346564.625000 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346564.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -346606.437500 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346606.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -346639.031250 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -346680.218750 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346680.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -346721.625000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346767.562500 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346767.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346817.593750 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -346817.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -346878.437500 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -346878.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -346945.875000 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -346945.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -346988.156250 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -346988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -347012.156250 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -347012.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -347025.750000 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -347025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -347032.531250 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -347032.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -347039.437500 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -347039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -347045.281250 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -347045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -347048.593750 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -347048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -347050.968750 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -347051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -347052.500000 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -347052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -347052.968750 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -347053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -347054.093750 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -347054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -347054.093750 Penalty: 3919.083008
	Iteration 32F: 3 clusters Score -347054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Entering Unmasked Estep 
Score: -1015330.312500 Penalty: 2181.941895
	Iteration 0F: 2 clusters Score -1015330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1009771.687500 Penalty: 4363.883789
	Iteration 0F: 3 clusters Score -1009772 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1011170.312500 Penalty: 4363.883789
	Iteration 1F: 3 clusters Score -1011170 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1011408.187500 Penalty: 4363.883789
	Iteration 2F: 3 clusters Score -1011408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1011541.187500 Penalty: 4363.883789
	Iteration 3Q: 3 clusters Score -1011541 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1011620.937500 Penalty: 4363.883789
	Iteration 4Q: 3 clusters Score -1011621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1011670.937500 Penalty: 4363.883789
	Iteration 5Q: 3 clusters Score -1011671 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1011714.812500 Penalty: 4363.883789
	Iteration 6Q: 3 clusters Score -1011715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1011754.000000 Penalty: 4363.883789
	Iteration 7Q: 3 clusters Score -1011754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1011792.562500 Penalty: 4363.883789
	Iteration 8Q: 3 clusters Score -1011793 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1011834.375000 Penalty: 4363.883789
	Iteration 9Q: 3 clusters Score -1011834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1011876.312500 Penalty: 4363.883789
	Iteration 10Q: 3 clusters Score -1011876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1011920.562500 Penalty: 4363.883789
	Iteration 11Q: 3 clusters Score -1011921 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1011971.750000 Penalty: 4363.883789
	Iteration 12Q: 3 clusters Score -1011972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1012028.812500 Penalty: 4363.883789
	Iteration 13Q: 3 clusters Score -1012029 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1012088.562500 Penalty: 4363.883789
	Iteration 14Q: 3 clusters Score -1012089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1012154.312500 Penalty: 4363.883789
	Iteration 15Q: 3 clusters Score -1012154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1012215.250000 Penalty: 4363.883789
	Iteration 16Q: 3 clusters Score -1012215 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1012286.062500 Penalty: 4363.883789
	Iteration 17Q: 3 clusters Score -1012286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1012367.812500 Penalty: 4363.883789
	Iteration 18Q: 3 clusters Score -1012368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1012473.000000 Penalty: 4363.883789
	Iteration 19Q: 3 clusters Score -1012473 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1012589.187500 Penalty: 4363.883789
	Iteration 20F: 3 clusters Score -1012589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1012698.687500 Penalty: 4363.883789
	Iteration 21Q: 3 clusters Score -1012699 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1012789.312500 Penalty: 4363.883789
	Iteration 22Q: 3 clusters Score -1012789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1012858.312500 Penalty: 4363.883789
	Iteration 23Q: 3 clusters Score -1012858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1012930.062500 Penalty: 4363.883789
	Iteration 24Q: 3 clusters Score -1012930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1012992.625000 Penalty: 4363.883789
	Iteration 25Q: 3 clusters Score -1012993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1013049.562500 Penalty: 4363.883789
	Iteration 26Q: 3 clusters Score -1013050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1013101.562500 Penalty: 4363.883789
	Iteration 27Q: 3 clusters Score -1013102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1013150.187500 Penalty: 4363.883789
	Iteration 28Q: 3 clusters Score -1013150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1013182.500000 Penalty: 4363.883789
	Iteration 29Q: 3 clusters Score -1013182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1013209.437500 Penalty: 4363.883789
	Iteration 30Q: 3 clusters Score -1013209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1013219.625000 Penalty: 4363.883789
	Iteration 31Q: 3 clusters Score -1013220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1013233.062500 Penalty: 4363.883789
	Iteration 32Q: 3 clusters Score -1013233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1013248.437500 Penalty: 4363.883789
	Iteration 33Q: 3 clusters Score -1013248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1013266.437500 Penalty: 4363.883789
	Iteration 34Q: 3 clusters Score -1013266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1013283.000000 Penalty: 4363.883789
	Iteration 35Q: 3 clusters Score -1013283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1013294.875000 Penalty: 4363.883789
	Iteration 36Q: 3 clusters Score -1013295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1013306.500000 Penalty: 4363.883789
	Iteration 37Q: 3 clusters Score -1013306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1013315.187500 Penalty: 4363.883789
	Iteration 38Q: 3 clusters Score -1013315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1013325.437500 Penalty: 4363.883789
	Iteration 39Q: 3 clusters Score -1013325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1013332.937500 Penalty: 4363.883789
	Iteration 40F: 3 clusters Score -1013333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1013339.750000 Penalty: 4363.883789
	Iteration 41Q: 3 clusters Score -1013340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1013344.312500 Penalty: 4363.883789
	Iteration 42Q: 3 clusters Score -1013344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1013347.125000 Penalty: 4363.883789
	Iteration 43Q: 3 clusters Score -1013347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1013350.562500 Penalty: 4363.883789
	Iteration 44Q: 3 clusters Score -1013351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1013355.062500 Penalty: 4363.883789
	Iteration 45Q: 3 clusters Score -1013355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1013356.812500 Penalty: 4363.883789
	Iteration 46Q: 3 clusters Score -1013357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1013360.562500 Penalty: 4363.883789
	Iteration 47Q: 3 clusters Score -1013361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1013363.875000 Penalty: 4363.883789
	Iteration 48Q: 3 clusters Score -1013364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1013365.562500 Penalty: 4363.883789
	Iteration 49Q: 3 clusters Score -1013366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1013367.562500 Penalty: 4363.883789
	Iteration 50Q: 3 clusters Score -1013368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1013371.812500 Penalty: 4363.883789
	Iteration 51Q: 3 clusters Score -1013372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1013372.750000 Penalty: 4363.883789
	Iteration 52Q: 3 clusters Score -1013373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1013376.000000 Penalty: 4363.883789
	Iteration 53Q: 3 clusters Score -1013376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1013376.625000 Penalty: 4363.883789
	Iteration 54Q: 3 clusters Score -1013377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1013380.187500 Penalty: 4363.883789
	Iteration 55Q: 3 clusters Score -1013380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1013381.062500 Penalty: 4363.883789
	Iteration 56Q: 3 clusters Score -1013381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1013380.812500 Penalty: 4363.883789
	Iteration 57Q: 3 clusters Score -1013381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1013382.187500 Penalty: 4363.883789
	Iteration 58Q: 3 clusters Score -1013382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1013383.750000 Penalty: 4363.883789
	Iteration 59Q: 3 clusters Score -1013384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1013384.375000 Penalty: 4363.883789
	Iteration 60F: 3 clusters Score -1013384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1013386.250000 Penalty: 4363.883789
	Iteration 61Q: 3 clusters Score -1013386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1013387.562500 Penalty: 4363.883789
	Iteration 62Q: 3 clusters Score -1013388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1013392.375000 Penalty: 4363.883789
	Iteration 63Q: 3 clusters Score -1013392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1013393.500000 Penalty: 4363.883789
	Iteration 64Q: 3 clusters Score -1013394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1013396.875000 Penalty: 4363.883789
	Iteration 65Q: 3 clusters Score -1013397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1013399.500000 Penalty: 4363.883789
	Iteration 66Q: 3 clusters Score -1013400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1013400.375000 Penalty: 4363.883789
	Iteration 67Q: 3 clusters Score -1013400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1013404.312500 Penalty: 4363.883789
	Iteration 68Q: 3 clusters Score -1013404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1013404.187500 Penalty: 4363.883789
	Iteration 69Q: 3 clusters Score -1013404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1013406.687500 Penalty: 4363.883789
	Iteration 70Q: 3 clusters Score -1013407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1013409.625000 Penalty: 4363.883789
	Iteration 71Q: 3 clusters Score -1013410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1013410.000000 Penalty: 4363.883789
	Iteration 72Q: 3 clusters Score -1013410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1013413.125000 Penalty: 4363.883789
	Iteration 73Q: 3 clusters Score -1013413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1013414.062500 Penalty: 4363.883789
	Iteration 74Q: 3 clusters Score -1013414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1013414.062500 Penalty: 4363.883789
	Iteration 75F: 3 clusters Score -1013414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Entering Unmasked Estep 
Score: -9338058.000000 Penalty: 2728.297607
	Iteration 0F: 2 clusters Score -9338058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -9298029.000000 Penalty: 5456.595215
	Iteration 0F: 3 clusters Score -9298029 nChanged 27849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -9313391.000000 Penalty: 5456.595215
	Iteration 1F: 3 clusters Score -9313391 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -9313941.000000 Penalty: 5456.595215
	Iteration 2Q: 3 clusters Score -9313941 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -9314455.000000 Penalty: 5456.595215
	Iteration 3Q: 3 clusters Score -9314455 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -9314940.000000 Penalty: 5456.595215
	Iteration 4Q: 3 clusters Score -9314940 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -9315532.000000 Penalty: 5456.595215
	Iteration 5Q: 3 clusters Score -9315532 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -9316228.000000 Penalty: 5456.595215
	Iteration 6Q: 3 clusters Score -9316228 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9317152.000000 Penalty: 5456.595215
	Iteration 7Q: 3 clusters Score -9317152 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -9318432.000000 Penalty: 5456.595215
	Iteration 8Q: 3 clusters Score -9318432 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -9320243.000000 Penalty: 5456.595215
	Iteration 9Q: 3 clusters Score -9320243 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -9322583.000000 Penalty: 5456.595215
	Iteration 10F: 3 clusters Score -9322583 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -9325282.000000 Penalty: 5456.595215
	Iteration 11F: 3 clusters Score -9325282 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -9327825.000000 Penalty: 5456.595215
	Iteration 12F: 3 clusters Score -9327825 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -9329357.000000 Penalty: 5456.595215
	Iteration 13Q: 3 clusters Score -9329357 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -9330162.000000 Penalty: 5456.595215
	Iteration 14Q: 3 clusters Score -9330162 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -9330562.000000 Penalty: 5456.595215
	Iteration 15Q: 3 clusters Score -9330562 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -9330906.000000 Penalty: 5456.595215
	Iteration 16Q: 3 clusters Score -9330906 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -9331218.000000 Penalty: 5456.595215
	Iteration 17Q: 3 clusters Score -9331218 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -9331566.000000 Penalty: 5456.595215
	Iteration 18Q: 3 clusters Score -9331566 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -9331880.000000 Penalty: 5456.595215
	Iteration 19Q: 3 clusters Score -9331880 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -9332138.000000 Penalty: 5456.595215
	Iteration 20F: 3 clusters Score -9332138 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -9332384.000000 Penalty: 5456.595215
	Iteration 21Q: 3 clusters Score -9332384 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -9332640.000000 Penalty: 5456.595215
	Iteration 22Q: 3 clusters Score -9332640 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -9332792.000000 Penalty: 5456.595215
	Iteration 23Q: 3 clusters Score -9332792 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -9333037.000000 Penalty: 5456.595215
	Iteration 24Q: 3 clusters Score -9333037 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -9333229.000000 Penalty: 5456.595215
	Iteration 25Q: 3 clusters Score -9333229 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -9333443.000000 Penalty: 5456.595215
	Iteration 26Q: 3 clusters Score -9333443 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -9333632.000000 Penalty: 5456.595215
	Iteration 27Q: 3 clusters Score -9333632 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -9333849.000000 Penalty: 5456.595215
	Iteration 28Q: 3 clusters Score -9333849 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -9334017.000000 Penalty: 5456.595215
	Iteration 29Q: 3 clusters Score -9334017 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -9334165.000000 Penalty: 5456.595215
	Iteration 30Q: 3 clusters Score -9334165 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -9334311.000000 Penalty: 5456.595215
	Iteration 31Q: 3 clusters Score -9334311 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -9334486.000000 Penalty: 5456.595215
	Iteration 32Q: 3 clusters Score -9334486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -9334623.000000 Penalty: 5456.595215
	Iteration 33Q: 3 clusters Score -9334623 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -9334737.000000 Penalty: 5456.595215
	Iteration 34Q: 3 clusters Score -9334737 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9334854.000000 Penalty: 5456.595215
	Iteration 35Q: 3 clusters Score -9334854 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -9334955.000000 Penalty: 5456.595215
	Iteration 36Q: 3 clusters Score -9334955 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9335023.000000 Penalty: 5456.595215
	Iteration 37Q: 3 clusters Score -9335023 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9335099.000000 Penalty: 5456.595215
	Iteration 38Q: 3 clusters Score -9335099 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9335199.000000 Penalty: 5456.595215
	Iteration 39Q: 3 clusters Score -9335199 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9335275.000000 Penalty: 5456.595215
	Iteration 40F: 3 clusters Score -9335275 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9335340.000000 Penalty: 5456.595215
	Iteration 41Q: 3 clusters Score -9335340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9335410.000000 Penalty: 5456.595215
	Iteration 42Q: 3 clusters Score -9335410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9335478.000000 Penalty: 5456.595215
	Iteration 43Q: 3 clusters Score -9335478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9335512.000000 Penalty: 5456.595215
	Iteration 44Q: 3 clusters Score -9335512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9335536.000000 Penalty: 5456.595215
	Iteration 45Q: 3 clusters Score -9335536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9335567.000000 Penalty: 5456.595215
	Iteration 46Q: 3 clusters Score -9335567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9335590.000000 Penalty: 5456.595215
	Iteration 47Q: 3 clusters Score -9335590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9335596.000000 Penalty: 5456.595215
	Iteration 48Q: 3 clusters Score -9335596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9335623.000000 Penalty: 5456.595215
	Iteration 49Q: 3 clusters Score -9335623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9335626.000000 Penalty: 5456.595215
	Iteration 50Q: 3 clusters Score -9335626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9335630.000000 Penalty: 5456.595215
	Iteration 51Q: 3 clusters Score -9335630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9335639.000000 Penalty: 5456.595215
	Iteration 52Q: 3 clusters Score -9335639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9335662.000000 Penalty: 5456.595215
	Iteration 53Q: 3 clusters Score -9335662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9335681.000000 Penalty: 5456.595215
	Iteration 54Q: 3 clusters Score -9335681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9335683.000000 Penalty: 5456.595215
	Iteration 55Q: 3 clusters Score -9335683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9335696.000000 Penalty: 5456.595215
	Iteration 56Q: 3 clusters Score -9335696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9335721.000000 Penalty: 5456.595215
	Iteration 57Q: 3 clusters Score -9335721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9335730.000000 Penalty: 5456.595215
	Iteration 58Q: 3 clusters Score -9335730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9335742.000000 Penalty: 5456.595215
	Iteration 59Q: 3 clusters Score -9335742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9335739.000000 Penalty: 5456.595215
	Iteration 60F: 3 clusters Score -9335739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9335743.000000 Penalty: 5456.595215
	Iteration 61Q: 3 clusters Score -9335743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9335752.000000 Penalty: 5456.595215
	Iteration 62Q: 3 clusters Score -9335752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9335740.000000 Penalty: 5456.595215
	Iteration 63Q: 3 clusters Score -9335740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9335748.000000 Penalty: 5456.595215
	Iteration 64Q: 3 clusters Score -9335748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9335753.000000 Penalty: 5456.595215
	Iteration 65Q: 3 clusters Score -9335753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9335748.000000 Penalty: 5456.595215
	Iteration 66Q: 3 clusters Score -9335748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9335745.000000 Penalty: 5456.595215
	Iteration 67Q: 3 clusters Score -9335745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9335746.000000 Penalty: 5456.595215
	Iteration 68Q: 3 clusters Score -9335746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9335745.000000 Penalty: 5456.595215
	Iteration 69Q: 3 clusters Score -9335745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9335740.000000 Penalty: 5456.595215
	Iteration 70Q: 3 clusters Score -9335740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9335740.000000 Penalty: 5456.595215
	Iteration 71F: 3 clusters Score -9335740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -439202.906250 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -439202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -435869.812500 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -435869.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -436628.781250 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -436628.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -436887.562500 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -436887.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -437096.875000 Penalty: 3999.591797
	Iteration 3F: 3 clusters Score -437096.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437234.281250 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -437234.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -437325.500000 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -437325.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -437402.156250 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -437402.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -437475.343750 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -437475.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -437545.625000 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -437545.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -437616.250000 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -437616.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -437695.781250 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -437695.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -437800.406250 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -437800.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -437901.812500 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -437901.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -437984.968750 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -437985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -438087.625000 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -438087.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -438203.156250 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -438203.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -438374.593750 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -438374.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -438526.781250 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -438526.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -438634.312500 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -438634.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -438680.906250 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -438680.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -438704.093750 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -438704.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -438713.937500 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -438713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -438720.625000 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -438720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -438721.843750 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -438721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -438724.281250 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -438724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -438725.062500 Penalty: 3999.591797
	Iteration 25Q: 3 clusters Score -438725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -438726.812500 Penalty: 3999.591797
	Iteration 26Q: 3 clusters Score -438726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -438728.343750 Penalty: 3999.591797
	Iteration 27Q: 3 clusters Score -438728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438728.968750 Penalty: 3999.591797
	Iteration 28Q: 3 clusters Score -438729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438728.968750 Penalty: 3999.591797
	Iteration 29F: 3 clusters Score -438729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41330.910156 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41330.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41722.011719 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41722.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41909.960938 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41909.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42016.699219 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -42016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42049.871094 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42049.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42087.742188 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42087.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42153.437500 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42153.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42221.917969 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42221.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42235.695312 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42258.738281 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42258.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42262.773438 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42262.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42262.773438 Penalty: 2916.744385
	Iteration 11F: 3 clusters Score -42262.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Entering Unmasked Estep 
Score: -16360558.000000 Penalty: 2870.240479
	Iteration 0F: 2 clusters Score -1.636056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -16290473.000000 Penalty: 5740.480957
	Iteration 0F: 3 clusters Score -1.629047e+07 nChanged 50383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -16319631.000000 Penalty: 5740.480957
	Iteration 1F: 3 clusters Score -1.631963e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -16320893.000000 Penalty: 5740.480957
	Iteration 2Q: 3 clusters Score -1.632089e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -16322511.000000 Penalty: 5740.480957
	Iteration 3Q: 3 clusters Score -1.632251e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -16325019.000000 Penalty: 5740.480957
	Iteration 4Q: 3 clusters Score -1.632502e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -16328911.000000 Penalty: 5740.480957
	Iteration 5F: 3 clusters Score -1.632891e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -16335043.000000 Penalty: 5740.480957
	Iteration 6F: 3 clusters Score -1.633504e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -16343369.000000 Penalty: 5740.480957
	Iteration 7F: 3 clusters Score -1.634337e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -16350706.000000 Penalty: 5740.480957
	Iteration 8F: 3 clusters Score -1.635071e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -16353726.000000 Penalty: 5740.480957
	Iteration 9Q: 3 clusters Score -1.635373e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -16354808.000000 Penalty: 5740.480957
	Iteration 10Q: 3 clusters Score -1.635481e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -16355453.000000 Penalty: 5740.480957
	Iteration 11Q: 3 clusters Score -1.635545e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -16355871.000000 Penalty: 5740.480957
	Iteration 12Q: 3 clusters Score -1.635587e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -16356166.000000 Penalty: 5740.480957
	Iteration 13Q: 3 clusters Score -1.635617e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -16356373.000000 Penalty: 5740.480957
	Iteration 14Q: 3 clusters Score -1.635637e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -16356566.000000 Penalty: 5740.480957
	Iteration 15Q: 3 clusters Score -1.635657e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -16356751.000000 Penalty: 5740.480957
	Iteration 16Q: 3 clusters Score -1.635675e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -16356920.000000 Penalty: 5740.480957
	Iteration 17Q: 3 clusters Score -1.635692e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -16357049.000000 Penalty: 5740.480957
	Iteration 18Q: 3 clusters Score -1.635705e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -16357127.000000 Penalty: 5740.480957
	Iteration 19Q: 3 clusters Score -1.635713e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -16357225.000000 Penalty: 5740.480957
	Iteration 20F: 3 clusters Score -1.635722e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -16357279.000000 Penalty: 5740.480957
	Iteration 21Q: 3 clusters Score -1.635728e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -16357415.000000 Penalty: 5740.480957
	Iteration 22Q: 3 clusters Score -1.635742e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -16357519.000000 Penalty: 5740.480957
	Iteration 23Q: 3 clusters Score -1.635752e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -16357581.000000 Penalty: 5740.480957
	Iteration 24Q: 3 clusters Score -1.635758e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -16357653.000000 Penalty: 5740.480957
	Iteration 25Q: 3 clusters Score -1.635765e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -16357722.000000 Penalty: 5740.480957
	Iteration 26Q: 3 clusters Score -1.635772e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -16357809.000000 Penalty: 5740.480957
	Iteration 27Q: 3 clusters Score -1.635781e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -16357842.000000 Penalty: 5740.480957
	Iteration 28Q: 3 clusters Score -1.635784e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -16357908.000000 Penalty: 5740.480957
	Iteration 29Q: 3 clusters Score -1.635791e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -16357939.000000 Penalty: 5740.480957
	Iteration 30Q: 3 clusters Score -1.635794e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -16358024.000000 Penalty: 5740.480957
	Iteration 31Q: 3 clusters Score -1.635802e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -16358163.000000 Penalty: 5740.480957
	Iteration 32Q: 3 clusters Score -1.635816e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -16358278.000000 Penalty: 5740.480957
	Iteration 33Q: 3 clusters Score -1.635828e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -16358343.000000 Penalty: 5740.480957
	Iteration 34Q: 3 clusters Score -1.635834e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -16358399.000000 Penalty: 5740.480957
	Iteration 35Q: 3 clusters Score -1.63584e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -16358490.000000 Penalty: 5740.480957
	Iteration 36Q: 3 clusters Score -1.635849e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -16358527.000000 Penalty: 5740.480957
	Iteration 37Q: 3 clusters Score -1.635853e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -16358586.000000 Penalty: 5740.480957
	Iteration 38Q: 3 clusters Score -1.635859e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -16358629.000000 Penalty: 5740.480957
	Iteration 39Q: 3 clusters Score -1.635863e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -16358701.000000 Penalty: 5740.480957
	Iteration 40F: 3 clusters Score -1.63587e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -16358713.000000 Penalty: 5740.480957
	Iteration 41Q: 3 clusters Score -1.635871e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -16358691.000000 Penalty: 5740.480957
	Iteration 42Q: 3 clusters Score -1.635869e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -16358733.000000 Penalty: 5740.480957
	Iteration 43Q: 3 clusters Score -1.635873e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -16358746.000000 Penalty: 5740.480957
	Iteration 44Q: 3 clusters Score -1.635875e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -16358750.000000 Penalty: 5740.480957
	Iteration 45Q: 3 clusters Score -1.635875e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -16358769.000000 Penalty: 5740.480957
	Iteration 46Q: 3 clusters Score -1.635877e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -16358778.000000 Penalty: 5740.480957
	Iteration 47Q: 3 clusters Score -1.635878e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -16358792.000000 Penalty: 5740.480957
	Iteration 48Q: 3 clusters Score -1.635879e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -16358820.000000 Penalty: 5740.480957
	Iteration 49Q: 3 clusters Score -1.635882e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -16358844.000000 Penalty: 5740.480957
	Iteration 50Q: 3 clusters Score -1.635884e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -16358841.000000 Penalty: 5740.480957
	Iteration 51Q: 3 clusters Score -1.635884e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -16358850.000000 Penalty: 5740.480957
	Iteration 52Q: 3 clusters Score -1.635885e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -16358891.000000 Penalty: 5740.480957
	Iteration 53Q: 3 clusters Score -1.635889e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -16358935.000000 Penalty: 5740.480957
	Iteration 54Q: 3 clusters Score -1.635894e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -16358947.000000 Penalty: 5740.480957
	Iteration 55Q: 3 clusters Score -1.635895e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -16358930.000000 Penalty: 5740.480957
	Iteration 56Q: 3 clusters Score -1.635893e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -16359003.000000 Penalty: 5740.480957
	Iteration 57Q: 3 clusters Score -1.6359e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -16359018.000000 Penalty: 5740.480957
	Iteration 58Q: 3 clusters Score -1.635902e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -16359039.000000 Penalty: 5740.480957
	Iteration 59Q: 3 clusters Score -1.635904e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -16359033.000000 Penalty: 5740.480957
	Iteration 60F: 3 clusters Score -1.635903e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -16359040.000000 Penalty: 5740.480957
	Iteration 61Q: 3 clusters Score -1.635904e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -16359066.000000 Penalty: 5740.480957
	Iteration 62Q: 3 clusters Score -1.635907e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -16359094.000000 Penalty: 5740.480957
	Iteration 63Q: 3 clusters Score -1.635909e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -16359116.000000 Penalty: 5740.480957
	Iteration 64Q: 3 clusters Score -1.635912e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -16359110.000000 Penalty: 5740.480957
	Iteration 65Q: 3 clusters Score -1.635911e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -16359121.000000 Penalty: 5740.480957
	Iteration 66Q: 3 clusters Score -1.635912e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -16359140.000000 Penalty: 5740.480957
	Iteration 67Q: 3 clusters Score -1.635914e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -16359163.000000 Penalty: 5740.480957
	Iteration 68Q: 3 clusters Score -1.635916e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -16359142.000000 Penalty: 5740.480957
	Iteration 69Q: 3 clusters Score -1.635914e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -16359186.000000 Penalty: 5740.480957
	Iteration 70Q: 3 clusters Score -1.635919e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -16359226.000000 Penalty: 5740.480957
	Iteration 71Q: 3 clusters Score -1.635923e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -16359255.000000 Penalty: 5740.480957
	Iteration 72Q: 3 clusters Score -1.635926e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -16359253.000000 Penalty: 5740.480957
	Iteration 73Q: 3 clusters Score -1.635925e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -16359297.000000 Penalty: 5740.480957
	Iteration 74Q: 3 clusters Score -1.63593e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -16359312.000000 Penalty: 5740.480957
	Iteration 75Q: 3 clusters Score -1.635931e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -16359301.000000 Penalty: 5740.480957
	Iteration 76Q: 3 clusters Score -1.63593e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -16359341.000000 Penalty: 5740.480957
	Iteration 77Q: 3 clusters Score -1.635934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -16359345.000000 Penalty: 5740.480957
	Iteration 78Q: 3 clusters Score -1.635934e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -16359354.000000 Penalty: 5740.480957
	Iteration 79Q: 3 clusters Score -1.635935e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -16359382.000000 Penalty: 5740.480957
	Iteration 80F: 3 clusters Score -1.635938e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -16359375.000000 Penalty: 5740.480957
	Iteration 81Q: 3 clusters Score -1.635938e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -16359367.000000 Penalty: 5740.480957
	Iteration 82Q: 3 clusters Score -1.635937e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -16359404.000000 Penalty: 5740.480957
	Iteration 83Q: 3 clusters Score -1.63594e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -16359379.000000 Penalty: 5740.480957
	Iteration 84Q: 3 clusters Score -1.635938e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -16359395.000000 Penalty: 5740.480957
	Iteration 85Q: 3 clusters Score -1.63594e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -16359372.000000 Penalty: 5740.480957
	Iteration 86Q: 3 clusters Score -1.635937e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -16359383.000000 Penalty: 5740.480957
	Iteration 87Q: 3 clusters Score -1.635938e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -16359372.000000 Penalty: 5740.480957
	Iteration 88Q: 3 clusters Score -1.635937e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -16359409.000000 Penalty: 5740.480957
	Iteration 89Q: 3 clusters Score -1.635941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -16359394.000000 Penalty: 5740.480957
	Iteration 90Q: 3 clusters Score -1.635939e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -16359368.000000 Penalty: 5740.480957
	Iteration 91Q: 3 clusters Score -1.635937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -16359357.000000 Penalty: 5740.480957
	Iteration 92Q: 3 clusters Score -1.635936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -16359361.000000 Penalty: 5740.480957
	Iteration 93Q: 3 clusters Score -1.635936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -16359350.000000 Penalty: 5740.480957
	Iteration 94Q: 3 clusters Score -1.635935e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -16359359.000000 Penalty: 5740.480957
	Iteration 95Q: 3 clusters Score -1.635936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -16359339.000000 Penalty: 5740.480957
	Iteration 96Q: 3 clusters Score -1.635934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -16359333.000000 Penalty: 5740.480957
	Iteration 97Q: 3 clusters Score -1.635933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -16359338.000000 Penalty: 5740.480957
	Iteration 98Q: 3 clusters Score -1.635934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -16359361.000000 Penalty: 5740.480957
	Iteration 99Q: 3 clusters Score -1.635936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -16359371.000000 Penalty: 5740.480957
	Iteration 100F: 3 clusters Score -1.635937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -16359382.000000 Penalty: 5740.480957
	Iteration 101Q: 3 clusters Score -1.635938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -16359391.000000 Penalty: 5740.480957
	Iteration 102Q: 3 clusters Score -1.635939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -16359413.000000 Penalty: 5740.480957
	Iteration 103Q: 3 clusters Score -1.635941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -16359386.000000 Penalty: 5740.480957
	Iteration 104Q: 3 clusters Score -1.635939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -16359377.000000 Penalty: 5740.480957
	Iteration 105Q: 3 clusters Score -1.635938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -16359381.000000 Penalty: 5740.480957
	Iteration 106Q: 3 clusters Score -1.635938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -16359386.000000 Penalty: 5740.480957
	Iteration 107Q: 3 clusters Score -1.635939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -16359386.000000 Penalty: 5740.480957
	Iteration 108Q: 3 clusters Score -1.635939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -16359380.000000 Penalty: 5740.480957
	Iteration 109Q: 3 clusters Score -1.635938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -16359375.000000 Penalty: 5740.480957
	Iteration 110Q: 3 clusters Score -1.635938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -16359384.000000 Penalty: 5740.480957
	Iteration 111Q: 3 clusters Score -1.635938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -16359362.000000 Penalty: 5740.480957
	Iteration 112Q: 3 clusters Score -1.635936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -16359348.000000 Penalty: 5740.480957
	Iteration 113Q: 3 clusters Score -1.635935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -16359355.000000 Penalty: 5740.480957
	Iteration 114Q: 3 clusters Score -1.635936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -16359365.000000 Penalty: 5740.480957
	Iteration 115Q: 3 clusters Score -1.635936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -16359356.000000 Penalty: 5740.480957
	Iteration 116Q: 3 clusters Score -1.635936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -16359367.000000 Penalty: 5740.480957
	Iteration 117Q: 3 clusters Score -1.635937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -16359363.000000 Penalty: 5740.480957
	Iteration 118Q: 3 clusters Score -1.635936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -16359355.000000 Penalty: 5740.480957
	Iteration 119Q: 3 clusters Score -1.635936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -16359368.000000 Penalty: 5740.480957
	Iteration 120F: 3 clusters Score -1.635937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -313822.906250 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -313822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -311186.562500 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -311186.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -311671.375000 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -311671.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -311804.843750 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -311804.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -311872.750000 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -311872.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -311912.312500 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -311912.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -311950.500000 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -311950.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -311973.281250 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -311973.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -311994.625000 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -311994.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -312013.156250 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -312013.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -312025.375000 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -312025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -312037.531250 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -312037.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -312047.656250 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -312047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -312053.312500 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -312053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -312058.781250 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -312058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -312060.750000 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -312060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -312062.718750 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -312062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -312064.562500 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -312064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -312069.437500 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -312069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -312073.750000 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -312073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -312076.781250 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -312076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -312076.937500 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -312076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -312077.750000 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -312077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -312078.156250 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -312078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -312078.781250 Penalty: 3778.408691
	Iteration 23Q: 3 clusters Score -312078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -312079.031250 Penalty: 3778.408691
	Iteration 24Q: 3 clusters Score -312079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -312080.187500 Penalty: 3778.408691
	Iteration 25Q: 3 clusters Score -312080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -312081.937500 Penalty: 3778.408691
	Iteration 26Q: 3 clusters Score -312081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -312083.343750 Penalty: 3778.408691
	Iteration 27Q: 3 clusters Score -312083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -312085.500000 Penalty: 3778.408691
	Iteration 28Q: 3 clusters Score -312085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -312085.843750 Penalty: 3778.408691
	Iteration 29Q: 3 clusters Score -312085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312086.000000 Penalty: 3778.408691
	Iteration 30Q: 3 clusters Score -312086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312086.000000 Penalty: 3778.408691
	Iteration 31F: 3 clusters Score -312086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -761918.062500 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -761918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -757295.062500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -757295.1 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -758439.062500 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -758439.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -758746.687500 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -758746.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -759009.375000 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -759009.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -759245.250000 Penalty: 4240.919922
	Iteration 4F: 3 clusters Score -759245.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -759455.437500 Penalty: 4240.919922
	Iteration 5F: 3 clusters Score -759455.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -759653.187500 Penalty: 4240.919922
	Iteration 6F: 3 clusters Score -759653.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -759828.437500 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -759828.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -759948.375000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -759948.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -760047.187500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -760047.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -760135.687500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -760135.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -760209.062500 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -760209.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -760270.500000 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -760270.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -760318.812500 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -760318.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -760367.437500 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -760367.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -760395.562500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -760395.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -760426.312500 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -760426.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -760452.187500 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -760452.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -760470.750000 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -760470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -760488.312500 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -760488.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -760500.250000 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -760500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -760515.875000 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -760515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -760528.187500 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -760528.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -760542.375000 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -760542.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -760557.312500 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -760557.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -760565.812500 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -760565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -760571.562500 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -760571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -760573.437500 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -760573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -760578.000000 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -760578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -760580.562500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -760580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -760581.812500 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -760581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -760583.625000 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -760583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -760584.875000 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -760584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -760587.312500 Penalty: 4240.919922
	Iteration 33Q: 3 clusters Score -760587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -760591.062500 Penalty: 4240.919922
	Iteration 34Q: 3 clusters Score -760591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -760593.687500 Penalty: 4240.919922
	Iteration 35Q: 3 clusters Score -760593.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -760599.187500 Penalty: 4240.919922
	Iteration 36Q: 3 clusters Score -760599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -760601.562500 Penalty: 4240.919922
	Iteration 37Q: 3 clusters Score -760601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -760605.062500 Penalty: 4240.919922
	Iteration 38Q: 3 clusters Score -760605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -760607.000000 Penalty: 4240.919922
	Iteration 39Q: 3 clusters Score -760607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -760608.437500 Penalty: 4240.919922
	Iteration 40F: 3 clusters Score -760608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -760607.875000 Penalty: 4240.919922
	Iteration 41Q: 3 clusters Score -760607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -760607.875000 Penalty: 4240.919922
	Iteration 42F: 3 clusters Score -760607.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Entering Unmasked Estep 
Score: -16574757.000000 Penalty: 2872.596191
	Iteration 0F: 2 clusters Score -1.657476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -16505790.000000 Penalty: 5745.192383
	Iteration 0F: 3 clusters Score -1.650579e+07 nChanged 50888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -16535025.000000 Penalty: 5745.192383
	Iteration 1F: 3 clusters Score -1.653502e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -16535838.000000 Penalty: 5745.192383
	Iteration 2Q: 3 clusters Score -1.653584e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -16537017.000000 Penalty: 5745.192383
	Iteration 3Q: 3 clusters Score -1.653702e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -16538558.000000 Penalty: 5745.192383
	Iteration 4Q: 3 clusters Score -1.653856e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -16540766.000000 Penalty: 5745.192383
	Iteration 5Q: 3 clusters Score -1.654077e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -16543875.000000 Penalty: 5745.192383
	Iteration 6F: 3 clusters Score -1.654388e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -16548029.000000 Penalty: 5745.192383
	Iteration 7F: 3 clusters Score -1.654803e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -16552787.000000 Penalty: 5745.192383
	Iteration 8F: 3 clusters Score -1.655279e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -16556701.000000 Penalty: 5745.192383
	Iteration 9F: 3 clusters Score -1.65567e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -16559182.000000 Penalty: 5745.192383
	Iteration 10Q: 3 clusters Score -1.655918e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -16560488.000000 Penalty: 5745.192383
	Iteration 11Q: 3 clusters Score -1.656049e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -16561069.000000 Penalty: 5745.192383
	Iteration 12Q: 3 clusters Score -1.656107e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -16561383.000000 Penalty: 5745.192383
	Iteration 13Q: 3 clusters Score -1.656138e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -16561688.000000 Penalty: 5745.192383
	Iteration 14Q: 3 clusters Score -1.656169e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -16561951.000000 Penalty: 5745.192383
	Iteration 15Q: 3 clusters Score -1.656195e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -16562181.000000 Penalty: 5745.192383
	Iteration 16Q: 3 clusters Score -1.656218e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -16562410.000000 Penalty: 5745.192383
	Iteration 17Q: 3 clusters Score -1.656241e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -16562561.000000 Penalty: 5745.192383
	Iteration 18Q: 3 clusters Score -1.656256e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -16562756.000000 Penalty: 5745.192383
	Iteration 19Q: 3 clusters Score -1.656276e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -16563027.000000 Penalty: 5745.192383
	Iteration 20F: 3 clusters Score -1.656303e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -16563292.000000 Penalty: 5745.192383
	Iteration 21Q: 3 clusters Score -1.656329e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -16563494.000000 Penalty: 5745.192383
	Iteration 22Q: 3 clusters Score -1.656349e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -16563729.000000 Penalty: 5745.192383
	Iteration 23Q: 3 clusters Score -1.656373e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -16563961.000000 Penalty: 5745.192383
	Iteration 24Q: 3 clusters Score -1.656396e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -16564243.000000 Penalty: 5745.192383
	Iteration 25Q: 3 clusters Score -1.656424e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -16564404.000000 Penalty: 5745.192383
	Iteration 26Q: 3 clusters Score -1.65644e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -16564691.000000 Penalty: 5745.192383
	Iteration 27Q: 3 clusters Score -1.656469e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -16564941.000000 Penalty: 5745.192383
	Iteration 28Q: 3 clusters Score -1.656494e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -16565169.000000 Penalty: 5745.192383
	Iteration 29Q: 3 clusters Score -1.656517e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -16565351.000000 Penalty: 5745.192383
	Iteration 30Q: 3 clusters Score -1.656535e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -16565598.000000 Penalty: 5745.192383
	Iteration 31Q: 3 clusters Score -1.65656e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -16565824.000000 Penalty: 5745.192383
	Iteration 32Q: 3 clusters Score -1.656582e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -16566003.000000 Penalty: 5745.192383
	Iteration 33Q: 3 clusters Score -1.6566e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -16566209.000000 Penalty: 5745.192383
	Iteration 34Q: 3 clusters Score -1.656621e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -16566420.000000 Penalty: 5745.192383
	Iteration 35Q: 3 clusters Score -1.656642e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -16566615.000000 Penalty: 5745.192383
	Iteration 36Q: 3 clusters Score -1.656662e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -16566810.000000 Penalty: 5745.192383
	Iteration 37Q: 3 clusters Score -1.656681e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -16566969.000000 Penalty: 5745.192383
	Iteration 38Q: 3 clusters Score -1.656697e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -16567136.000000 Penalty: 5745.192383
	Iteration 39Q: 3 clusters Score -1.656714e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -16567355.000000 Penalty: 5745.192383
	Iteration 40F: 3 clusters Score -1.656736e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -16567566.000000 Penalty: 5745.192383
	Iteration 41Q: 3 clusters Score -1.656757e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -16567790.000000 Penalty: 5745.192383
	Iteration 42Q: 3 clusters Score -1.656779e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -16568066.000000 Penalty: 5745.192383
	Iteration 43Q: 3 clusters Score -1.656807e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -16568286.000000 Penalty: 5745.192383
	Iteration 44Q: 3 clusters Score -1.656829e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -16568568.000000 Penalty: 5745.192383
	Iteration 45Q: 3 clusters Score -1.656857e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -16568824.000000 Penalty: 5745.192383
	Iteration 46Q: 3 clusters Score -1.656882e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -16568970.000000 Penalty: 5745.192383
	Iteration 47Q: 3 clusters Score -1.656897e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 93947 members 
Entering Unmasked Estep 
Score: -16569141.000000 Penalty: 5745.192383
	Iteration 48Q: 3 clusters Score -1.656914e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -16569347.000000 Penalty: 5745.192383
	Iteration 49Q: 3 clusters Score -1.656935e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -16569543.000000 Penalty: 5745.192383
	Iteration 50Q: 3 clusters Score -1.656954e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -16569698.000000 Penalty: 5745.192383
	Iteration 51Q: 3 clusters Score -1.65697e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -16569849.000000 Penalty: 5745.192383
	Iteration 52Q: 3 clusters Score -1.656985e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -16569979.000000 Penalty: 5745.192383
	Iteration 53Q: 3 clusters Score -1.656998e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -16570107.000000 Penalty: 5745.192383
	Iteration 54Q: 3 clusters Score -1.657011e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -16570250.000000 Penalty: 5745.192383
	Iteration 55Q: 3 clusters Score -1.657025e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -16570395.000000 Penalty: 5745.192383
	Iteration 56Q: 3 clusters Score -1.65704e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -16570498.000000 Penalty: 5745.192383
	Iteration 57Q: 3 clusters Score -1.65705e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -16570590.000000 Penalty: 5745.192383
	Iteration 58Q: 3 clusters Score -1.657059e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -16570703.000000 Penalty: 5745.192383
	Iteration 59Q: 3 clusters Score -1.65707e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -16570837.000000 Penalty: 5745.192383
	Iteration 60F: 3 clusters Score -1.657084e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -16570912.000000 Penalty: 5745.192383
	Iteration 61Q: 3 clusters Score -1.657091e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -16571020.000000 Penalty: 5745.192383
	Iteration 62Q: 3 clusters Score -1.657102e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -16571175.000000 Penalty: 5745.192383
	Iteration 63Q: 3 clusters Score -1.657118e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -16571257.000000 Penalty: 5745.192383
	Iteration 64Q: 3 clusters Score -1.657126e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -16571325.000000 Penalty: 5745.192383
	Iteration 65Q: 3 clusters Score -1.657132e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -16571356.000000 Penalty: 5745.192383
	Iteration 66Q: 3 clusters Score -1.657136e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -16571419.000000 Penalty: 5745.192383
	Iteration 67Q: 3 clusters Score -1.657142e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -16571470.000000 Penalty: 5745.192383
	Iteration 68Q: 3 clusters Score -1.657147e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -16571464.000000 Penalty: 5745.192383
	Iteration 69Q: 3 clusters Score -1.657146e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -16571504.000000 Penalty: 5745.192383
	Iteration 70Q: 3 clusters Score -1.65715e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -16571502.000000 Penalty: 5745.192383
	Iteration 71Q: 3 clusters Score -1.65715e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -16571532.000000 Penalty: 5745.192383
	Iteration 72Q: 3 clusters Score -1.657153e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -16571595.000000 Penalty: 5745.192383
	Iteration 73Q: 3 clusters Score -1.65716e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -16571630.000000 Penalty: 5745.192383
	Iteration 74Q: 3 clusters Score -1.657163e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -16571635.000000 Penalty: 5745.192383
	Iteration 75Q: 3 clusters Score -1.657164e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -16571663.000000 Penalty: 5745.192383
	Iteration 76Q: 3 clusters Score -1.657166e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -16571691.000000 Penalty: 5745.192383
	Iteration 77Q: 3 clusters Score -1.657169e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -16571742.000000 Penalty: 5745.192383
	Iteration 78Q: 3 clusters Score -1.657174e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -16571792.000000 Penalty: 5745.192383
	Iteration 79Q: 3 clusters Score -1.657179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -16571781.000000 Penalty: 5745.192383
	Iteration 80F: 3 clusters Score -1.657178e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -16571846.000000 Penalty: 5745.192383
	Iteration 81Q: 3 clusters Score -1.657185e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -16571867.000000 Penalty: 5745.192383
	Iteration 82Q: 3 clusters Score -1.657187e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -16571888.000000 Penalty: 5745.192383
	Iteration 83Q: 3 clusters Score -1.657189e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -16571903.000000 Penalty: 5745.192383
	Iteration 84Q: 3 clusters Score -1.65719e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -16571921.000000 Penalty: 5745.192383
	Iteration 85Q: 3 clusters Score -1.657192e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -16571930.000000 Penalty: 5745.192383
	Iteration 86Q: 3 clusters Score -1.657193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -16571974.000000 Penalty: 5745.192383
	Iteration 87Q: 3 clusters Score -1.657197e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -16572006.000000 Penalty: 5745.192383
	Iteration 88Q: 3 clusters Score -1.657201e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -16572027.000000 Penalty: 5745.192383
	Iteration 89Q: 3 clusters Score -1.657203e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -16572067.000000 Penalty: 5745.192383
	Iteration 90Q: 3 clusters Score -1.657207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -16572088.000000 Penalty: 5745.192383
	Iteration 91Q: 3 clusters Score -1.657209e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -16572114.000000 Penalty: 5745.192383
	Iteration 92Q: 3 clusters Score -1.657211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -16572137.000000 Penalty: 5745.192383
	Iteration 93Q: 3 clusters Score -1.657214e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -16572196.000000 Penalty: 5745.192383
	Iteration 94Q: 3 clusters Score -1.65722e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -16572210.000000 Penalty: 5745.192383
	Iteration 95Q: 3 clusters Score -1.657221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -16572257.000000 Penalty: 5745.192383
	Iteration 96Q: 3 clusters Score -1.657226e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16572304.000000 Penalty: 5745.192383
	Iteration 97Q: 3 clusters Score -1.65723e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -16572333.000000 Penalty: 5745.192383
	Iteration 98Q: 3 clusters Score -1.657233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -16572359.000000 Penalty: 5745.192383
	Iteration 99Q: 3 clusters Score -1.657236e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -16572386.000000 Penalty: 5745.192383
	Iteration 100F: 3 clusters Score -1.657239e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -16572392.000000 Penalty: 5745.192383
	Iteration 101Q: 3 clusters Score -1.657239e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -16572414.000000 Penalty: 5745.192383
	Iteration 102Q: 3 clusters Score -1.657241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -16572447.000000 Penalty: 5745.192383
	Iteration 103Q: 3 clusters Score -1.657245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -16572492.000000 Penalty: 5745.192383
	Iteration 104Q: 3 clusters Score -1.657249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -16572509.000000 Penalty: 5745.192383
	Iteration 105Q: 3 clusters Score -1.657251e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -16572502.000000 Penalty: 5745.192383
	Iteration 106Q: 3 clusters Score -1.65725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -16572519.000000 Penalty: 5745.192383
	Iteration 107Q: 3 clusters Score -1.657252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -16572519.000000 Penalty: 5745.192383
	Iteration 108Q: 3 clusters Score -1.657252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -16572528.000000 Penalty: 5745.192383
	Iteration 109Q: 3 clusters Score -1.657253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -16572540.000000 Penalty: 5745.192383
	Iteration 110Q: 3 clusters Score -1.657254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -16572543.000000 Penalty: 5745.192383
	Iteration 111Q: 3 clusters Score -1.657254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -16572552.000000 Penalty: 5745.192383
	Iteration 112Q: 3 clusters Score -1.657255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -16572561.000000 Penalty: 5745.192383
	Iteration 113Q: 3 clusters Score -1.657256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -16572560.000000 Penalty: 5745.192383
	Iteration 114Q: 3 clusters Score -1.657256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -16572580.000000 Penalty: 5745.192383
	Iteration 115Q: 3 clusters Score -1.657258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -16572581.000000 Penalty: 5745.192383
	Iteration 116Q: 3 clusters Score -1.657258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -16572577.000000 Penalty: 5745.192383
	Iteration 117Q: 3 clusters Score -1.657258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -16572574.000000 Penalty: 5745.192383
	Iteration 118Q: 3 clusters Score -1.657257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -16572584.000000 Penalty: 5745.192383
	Iteration 119Q: 3 clusters Score -1.657258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -16572589.000000 Penalty: 5745.192383
	Iteration 120F: 3 clusters Score -1.657259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -16572588.000000 Penalty: 5745.192383
	Iteration 121Q: 3 clusters Score -1.657259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -16572583.000000 Penalty: 5745.192383
	Iteration 122Q: 3 clusters Score -1.657258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -16572593.000000 Penalty: 5745.192383
	Iteration 123Q: 3 clusters Score -1.657259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -16572596.000000 Penalty: 5745.192383
	Iteration 124Q: 3 clusters Score -1.65726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -16572619.000000 Penalty: 5745.192383
	Iteration 125Q: 3 clusters Score -1.657262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -16572626.000000 Penalty: 5745.192383
	Iteration 126Q: 3 clusters Score -1.657263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -16572616.000000 Penalty: 5745.192383
	Iteration 127Q: 3 clusters Score -1.657262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -16572626.000000 Penalty: 5745.192383
	Iteration 128Q: 3 clusters Score -1.657263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -16572646.000000 Penalty: 5745.192383
	Iteration 129Q: 3 clusters Score -1.657265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -16572641.000000 Penalty: 5745.192383
	Iteration 130Q: 3 clusters Score -1.657264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -16572645.000000 Penalty: 5745.192383
	Iteration 131Q: 3 clusters Score -1.657264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -16572654.000000 Penalty: 5745.192383
	Iteration 132Q: 3 clusters Score -1.657265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -16572647.000000 Penalty: 5745.192383
	Iteration 133Q: 3 clusters Score -1.657265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -16572637.000000 Penalty: 5745.192383
	Iteration 134Q: 3 clusters Score -1.657264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -16572636.000000 Penalty: 5745.192383
	Iteration 135Q: 3 clusters Score -1.657264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -16572630.000000 Penalty: 5745.192383
	Iteration 136Q: 3 clusters Score -1.657263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -16572632.000000 Penalty: 5745.192383
	Iteration 137Q: 3 clusters Score -1.657263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -16572625.000000 Penalty: 5745.192383
	Iteration 138Q: 3 clusters Score -1.657262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -16572627.000000 Penalty: 5745.192383
	Iteration 139Q: 3 clusters Score -1.657263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 5745.192383
	Iteration 140F: 3 clusters Score -1.657264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -16572636.000000 Penalty: 5745.192383
	Iteration 141Q: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -16572629.000000 Penalty: 5745.192383
	Iteration 142Q: 3 clusters Score -1.657263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -16572640.000000 Penalty: 5745.192383
	Iteration 143Q: 3 clusters Score -1.657264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -16572653.000000 Penalty: 5745.192383
	Iteration 144Q: 3 clusters Score -1.657265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -16572645.000000 Penalty: 5745.192383
	Iteration 145Q: 3 clusters Score -1.657264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -16572643.000000 Penalty: 5745.192383
	Iteration 146Q: 3 clusters Score -1.657264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -16572645.000000 Penalty: 5745.192383
	Iteration 147Q: 3 clusters Score -1.657264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -16572636.000000 Penalty: 5745.192383
	Iteration 148Q: 3 clusters Score -1.657264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -16572643.000000 Penalty: 5745.192383
	Iteration 149Q: 3 clusters Score -1.657264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -16572648.000000 Penalty: 5745.192383
	Iteration 150Q: 3 clusters Score -1.657265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -16572654.000000 Penalty: 5745.192383
	Iteration 151Q: 3 clusters Score -1.657265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -16572652.000000 Penalty: 5745.192383
	Iteration 152Q: 3 clusters Score -1.657265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -16572652.000000 Penalty: 5745.192383
	Iteration 153F: 3 clusters Score -1.657265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Entering Unmasked Estep 
Score: -15281755.000000 Penalty: 2853.713135
	Iteration 0F: 2 clusters Score -1.528176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -15217814.000000 Penalty: 5707.426270
	Iteration 0F: 3 clusters Score -1.521781e+07 nChanged 47025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -15244252.000000 Penalty: 5707.426270
	Iteration 1F: 3 clusters Score -1.524425e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -15245134.000000 Penalty: 5707.426270
	Iteration 2Q: 3 clusters Score -1.524513e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -15246261.000000 Penalty: 5707.426270
	Iteration 3Q: 3 clusters Score -1.524626e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -15247702.000000 Penalty: 5707.426270
	Iteration 4Q: 3 clusters Score -1.52477e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -15249822.000000 Penalty: 5707.426270
	Iteration 5Q: 3 clusters Score -1.524982e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -15252354.000000 Penalty: 5707.426270
	Iteration 6F: 3 clusters Score -1.525235e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -15255713.000000 Penalty: 5707.426270
	Iteration 7F: 3 clusters Score -1.525571e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -15259361.000000 Penalty: 5707.426270
	Iteration 8F: 3 clusters Score -1.525936e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -15263008.000000 Penalty: 5707.426270
	Iteration 9F: 3 clusters Score -1.526301e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -15265897.000000 Penalty: 5707.426270
	Iteration 10F: 3 clusters Score -1.52659e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -15267751.000000 Penalty: 5707.426270
	Iteration 11Q: 3 clusters Score -1.526775e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -15268814.000000 Penalty: 5707.426270
	Iteration 12Q: 3 clusters Score -1.526881e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -15269483.000000 Penalty: 5707.426270
	Iteration 13Q: 3 clusters Score -1.526948e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -15269869.000000 Penalty: 5707.426270
	Iteration 14Q: 3 clusters Score -1.526987e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -15270328.000000 Penalty: 5707.426270
	Iteration 15Q: 3 clusters Score -1.527033e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -15270646.000000 Penalty: 5707.426270
	Iteration 16Q: 3 clusters Score -1.527065e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -15271093.000000 Penalty: 5707.426270
	Iteration 17Q: 3 clusters Score -1.527109e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -15271516.000000 Penalty: 5707.426270
	Iteration 18Q: 3 clusters Score -1.527152e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -15272051.000000 Penalty: 5707.426270
	Iteration 19Q: 3 clusters Score -1.527205e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -15272581.000000 Penalty: 5707.426270
	Iteration 20F: 3 clusters Score -1.527258e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -15273043.000000 Penalty: 5707.426270
	Iteration 21Q: 3 clusters Score -1.527304e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -15273657.000000 Penalty: 5707.426270
	Iteration 22Q: 3 clusters Score -1.527366e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -15274192.000000 Penalty: 5707.426270
	Iteration 23Q: 3 clusters Score -1.527419e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -15274576.000000 Penalty: 5707.426270
	Iteration 24Q: 3 clusters Score -1.527458e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -15274941.000000 Penalty: 5707.426270
	Iteration 25Q: 3 clusters Score -1.527494e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -15275328.000000 Penalty: 5707.426270
	Iteration 26Q: 3 clusters Score -1.527533e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -15275605.000000 Penalty: 5707.426270
	Iteration 27Q: 3 clusters Score -1.52756e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -15275954.000000 Penalty: 5707.426270
	Iteration 28Q: 3 clusters Score -1.527595e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -15276388.000000 Penalty: 5707.426270
	Iteration 29Q: 3 clusters Score -1.527639e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -15276735.000000 Penalty: 5707.426270
	Iteration 30Q: 3 clusters Score -1.527674e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -15276975.000000 Penalty: 5707.426270
	Iteration 31Q: 3 clusters Score -1.527698e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -15277414.000000 Penalty: 5707.426270
	Iteration 32Q: 3 clusters Score -1.527741e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -15277777.000000 Penalty: 5707.426270
	Iteration 33Q: 3 clusters Score -1.527778e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -15278051.000000 Penalty: 5707.426270
	Iteration 34Q: 3 clusters Score -1.527805e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -15278334.000000 Penalty: 5707.426270
	Iteration 35Q: 3 clusters Score -1.527833e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -15278619.000000 Penalty: 5707.426270
	Iteration 36Q: 3 clusters Score -1.527862e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -15278953.000000 Penalty: 5707.426270
	Iteration 37Q: 3 clusters Score -1.527895e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -15279247.000000 Penalty: 5707.426270
	Iteration 38Q: 3 clusters Score -1.527925e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -15279495.000000 Penalty: 5707.426270
	Iteration 39Q: 3 clusters Score -1.52795e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -15279770.000000 Penalty: 5707.426270
	Iteration 40F: 3 clusters Score -1.527977e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -15279973.000000 Penalty: 5707.426270
	Iteration 41Q: 3 clusters Score -1.527997e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -15280123.000000 Penalty: 5707.426270
	Iteration 42Q: 3 clusters Score -1.528012e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -15280254.000000 Penalty: 5707.426270
	Iteration 43Q: 3 clusters Score -1.528025e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -15280344.000000 Penalty: 5707.426270
	Iteration 44Q: 3 clusters Score -1.528034e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -15280411.000000 Penalty: 5707.426270
	Iteration 45Q: 3 clusters Score -1.528041e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -15280436.000000 Penalty: 5707.426270
	Iteration 46Q: 3 clusters Score -1.528044e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -15280478.000000 Penalty: 5707.426270
	Iteration 47Q: 3 clusters Score -1.528048e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -15280574.000000 Penalty: 5707.426270
	Iteration 48Q: 3 clusters Score -1.528057e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -15280614.000000 Penalty: 5707.426270
	Iteration 49Q: 3 clusters Score -1.528061e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -15280609.000000 Penalty: 5707.426270
	Iteration 50Q: 3 clusters Score -1.528061e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -15280594.000000 Penalty: 5707.426270
	Iteration 51Q: 3 clusters Score -1.528059e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -15280614.000000 Penalty: 5707.426270
	Iteration 52Q: 3 clusters Score -1.528061e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -15280606.000000 Penalty: 5707.426270
	Iteration 53Q: 3 clusters Score -1.528061e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -15280609.000000 Penalty: 5707.426270
	Iteration 54Q: 3 clusters Score -1.528061e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -15280618.000000 Penalty: 5707.426270
	Iteration 55Q: 3 clusters Score -1.528062e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -15280608.000000 Penalty: 5707.426270
	Iteration 56Q: 3 clusters Score -1.528061e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -15280599.000000 Penalty: 5707.426270
	Iteration 57Q: 3 clusters Score -1.52806e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -15280592.000000 Penalty: 5707.426270
	Iteration 58Q: 3 clusters Score -1.528059e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -15280590.000000 Penalty: 5707.426270
	Iteration 59Q: 3 clusters Score -1.528059e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -15280604.000000 Penalty: 5707.426270
	Iteration 60F: 3 clusters Score -1.52806e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -15280556.000000 Penalty: 5707.426270
	Iteration 61Q: 3 clusters Score -1.528056e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -15280568.000000 Penalty: 5707.426270
	Iteration 62Q: 3 clusters Score -1.528057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -15280534.000000 Penalty: 5707.426270
	Iteration 63Q: 3 clusters Score -1.528053e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -15280524.000000 Penalty: 5707.426270
	Iteration 64Q: 3 clusters Score -1.528052e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -15280510.000000 Penalty: 5707.426270
	Iteration 65Q: 3 clusters Score -1.528051e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -15280498.000000 Penalty: 5707.426270
	Iteration 66Q: 3 clusters Score -1.52805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
Score: -15280518.000000 Penalty: 5707.426270
	Iteration 67Q: 3 clusters Score -1.528052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -15280552.000000 Penalty: 5707.426270
	Iteration 68Q: 3 clusters Score -1.528055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -15280544.000000 Penalty: 5707.426270
	Iteration 69Q: 3 clusters Score -1.528054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -15280537.000000 Penalty: 5707.426270
	Iteration 70Q: 3 clusters Score -1.528054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -15280558.000000 Penalty: 5707.426270
	Iteration 71Q: 3 clusters Score -1.528056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -15280554.000000 Penalty: 5707.426270
	Iteration 72Q: 3 clusters Score -1.528055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -15280531.000000 Penalty: 5707.426270
	Iteration 73Q: 3 clusters Score -1.528053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -15280539.000000 Penalty: 5707.426270
	Iteration 74Q: 3 clusters Score -1.528054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -15280529.000000 Penalty: 5707.426270
	Iteration 75Q: 3 clusters Score -1.528053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -15280524.000000 Penalty: 5707.426270
	Iteration 76Q: 3 clusters Score -1.528052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -15280522.000000 Penalty: 5707.426270
	Iteration 77Q: 3 clusters Score -1.528052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15280510.000000 Penalty: 5707.426270
	Iteration 78Q: 3 clusters Score -1.528051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -15280522.000000 Penalty: 5707.426270
	Iteration 79Q: 3 clusters Score -1.528052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -15280535.000000 Penalty: 5707.426270
	Iteration 80F: 3 clusters Score -1.528054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -15280532.000000 Penalty: 5707.426270
	Iteration 81Q: 3 clusters Score -1.528053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -15280531.000000 Penalty: 5707.426270
	Iteration 82Q: 3 clusters Score -1.528053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 97129 members 
Entering Unmasked Estep 
Score: -15280521.000000 Penalty: 5707.426270
	Iteration 83Q: 3 clusters Score -1.528052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -15280519.000000 Penalty: 5707.426270
	Iteration 84Q: 3 clusters Score -1.528052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -15280522.000000 Penalty: 5707.426270
	Iteration 85Q: 3 clusters Score -1.528052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -15280510.000000 Penalty: 5707.426270
	Iteration 86Q: 3 clusters Score -1.528051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -15280514.000000 Penalty: 5707.426270
	Iteration 87Q: 3 clusters Score -1.528051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -15280512.000000 Penalty: 5707.426270
	Iteration 88Q: 3 clusters Score -1.528051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -15280510.000000 Penalty: 5707.426270
	Iteration 89Q: 3 clusters Score -1.528051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -15280515.000000 Penalty: 5707.426270
	Iteration 90Q: 3 clusters Score -1.528052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -15280526.000000 Penalty: 5707.426270
	Iteration 91Q: 3 clusters Score -1.528053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -15280526.000000 Penalty: 5707.426270
	Iteration 92F: 3 clusters Score -1.528053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Entering Unmasked Estep 
Score: -7085064.000000 Penalty: 2669.317627
	Iteration 0F: 2 clusters Score -7085064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -7053071.500000 Penalty: 5338.635254
	Iteration 0F: 3 clusters Score -7053072 nChanged 21908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -7064956.500000 Penalty: 5338.635254
	Iteration 1F: 3 clusters Score -7064956 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7065406.000000 Penalty: 5338.635254
	Iteration 2Q: 3 clusters Score -7065406 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -7065841.000000 Penalty: 5338.635254
	Iteration 3Q: 3 clusters Score -7065841 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -7066363.000000 Penalty: 5338.635254
	Iteration 4Q: 3 clusters Score -7066363 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7066905.000000 Penalty: 5338.635254
	Iteration 5Q: 3 clusters Score -7066905 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -7067732.500000 Penalty: 5338.635254
	Iteration 6Q: 3 clusters Score -7067732 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -7069019.500000 Penalty: 5338.635254
	Iteration 7Q: 3 clusters Score -7069020 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -7070839.000000 Penalty: 5338.635254
	Iteration 8F: 3 clusters Score -7070839 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -7073243.000000 Penalty: 5338.635254
	Iteration 9F: 3 clusters Score -7073243 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -7076039.000000 Penalty: 5338.635254
	Iteration 10F: 3 clusters Score -7076039 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -7078635.500000 Penalty: 5338.635254
	Iteration 11F: 3 clusters Score -7078636 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7080513.000000 Penalty: 5338.635254
	Iteration 12Q: 3 clusters Score -7080513 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7081627.500000 Penalty: 5338.635254
	Iteration 13Q: 3 clusters Score -7081628 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7082185.000000 Penalty: 5338.635254
	Iteration 14Q: 3 clusters Score -7082185 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7082450.500000 Penalty: 5338.635254
	Iteration 15Q: 3 clusters Score -7082450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7082580.000000 Penalty: 5338.635254
	Iteration 16Q: 3 clusters Score -7082580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7082633.000000 Penalty: 5338.635254
	Iteration 17Q: 3 clusters Score -7082633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7082664.000000 Penalty: 5338.635254
	Iteration 18Q: 3 clusters Score -7082664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7082703.500000 Penalty: 5338.635254
	Iteration 19Q: 3 clusters Score -7082704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7082732.500000 Penalty: 5338.635254
	Iteration 20F: 3 clusters Score -7082732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7082749.500000 Penalty: 5338.635254
	Iteration 21Q: 3 clusters Score -7082750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7082760.000000 Penalty: 5338.635254
	Iteration 22Q: 3 clusters Score -7082760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7082769.000000 Penalty: 5338.635254
	Iteration 23Q: 3 clusters Score -7082769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7082769.000000 Penalty: 5338.635254
	Iteration 24F: 3 clusters Score -7082769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81470.898438 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81470.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82015.210938 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -82015.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82430.593750 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82430.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82680.304688 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82680.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82886.039062 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -82886.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83089.695312 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -83089.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83170.773438 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83170.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83211.585938 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83211.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83233.796875 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83251.929688 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83251.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83292.664062 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83292.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83349.632812 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83349.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83374.117188 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83374.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83393.148438 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -83393.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83406.484375 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -83406.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83435.421875 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -83435.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83488.570312 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -83488.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83506.835938 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -83506.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83514.070312 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -83514.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83514.070312 Penalty: 3211.814697
	Iteration 19F: 3 clusters Score -83514.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40224 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51224 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107264 members 
Mstep: Class 18 contains 99400 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65848 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62091 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798624.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137799888.000000 to -137798624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Entering Unmasked Estep 
Score: -10179009.000000 Penalty: 2751.585938
	Iteration 0F: 2 clusters Score -1.017901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -10134697.000000 Penalty: 5503.171875
	Iteration 0F: 3 clusters Score -1.01347e+07 nChanged 30765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -10152213.000000 Penalty: 5503.171875
	Iteration 1F: 3 clusters Score -1.015221e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -10153157.000000 Penalty: 5503.171875
	Iteration 2Q: 3 clusters Score -1.015316e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -10154537.000000 Penalty: 5503.171875
	Iteration 3Q: 3 clusters Score -1.015454e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -10156280.000000 Penalty: 5503.171875
	Iteration 4F: 3 clusters Score -1.015628e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -10158388.000000 Penalty: 5503.171875
	Iteration 5F: 3 clusters Score -1.015839e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -10161014.000000 Penalty: 5503.171875
	Iteration 6F: 3 clusters Score -1.016101e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -10163571.000000 Penalty: 5503.171875
	Iteration 7F: 3 clusters Score -1.016357e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -10165837.000000 Penalty: 5503.171875
	Iteration 8F: 3 clusters Score -1.016584e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -10167623.000000 Penalty: 5503.171875
	Iteration 9F: 3 clusters Score -1.016762e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -10168960.000000 Penalty: 5503.171875
	Iteration 10Q: 3 clusters Score -1.016896e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -10169878.000000 Penalty: 5503.171875
	Iteration 11Q: 3 clusters Score -1.016988e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -10170399.000000 Penalty: 5503.171875
	Iteration 12Q: 3 clusters Score -1.01704e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -10170724.000000 Penalty: 5503.171875
	Iteration 13Q: 3 clusters Score -1.017072e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -10170938.000000 Penalty: 5503.171875
	Iteration 14Q: 3 clusters Score -1.017094e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -10171000.000000 Penalty: 5503.171875
	Iteration 15Q: 3 clusters Score -1.0171e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -10171102.000000 Penalty: 5503.171875
	Iteration 16Q: 3 clusters Score -1.01711e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -10171173.000000 Penalty: 5503.171875
	Iteration 17Q: 3 clusters Score -1.017117e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -10171276.000000 Penalty: 5503.171875
	Iteration 18Q: 3 clusters Score -1.017128e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -10171344.000000 Penalty: 5503.171875
	Iteration 19Q: 3 clusters Score -1.017134e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -10171421.000000 Penalty: 5503.171875
	Iteration 20F: 3 clusters Score -1.017142e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -10171508.000000 Penalty: 5503.171875
	Iteration 21Q: 3 clusters Score -1.017151e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -10171598.000000 Penalty: 5503.171875
	Iteration 22Q: 3 clusters Score -1.01716e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -10171770.000000 Penalty: 5503.171875
	Iteration 23Q: 3 clusters Score -1.017177e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -10171927.000000 Penalty: 5503.171875
	Iteration 24Q: 3 clusters Score -1.017193e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -10172147.000000 Penalty: 5503.171875
	Iteration 25Q: 3 clusters Score -1.017215e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -10172374.000000 Penalty: 5503.171875
	Iteration 26Q: 3 clusters Score -1.017237e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -10172687.000000 Penalty: 5503.171875
	Iteration 27Q: 3 clusters Score -1.017269e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -10172934.000000 Penalty: 5503.171875
	Iteration 28Q: 3 clusters Score -1.017293e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10173243.000000 Penalty: 5503.171875
	Iteration 29Q: 3 clusters Score -1.017324e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -10173737.000000 Penalty: 5503.171875
	Iteration 30Q: 3 clusters Score -1.017374e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -10174219.000000 Penalty: 5503.171875
	Iteration 31Q: 3 clusters Score -1.017422e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -10174820.000000 Penalty: 5503.171875
	Iteration 32Q: 3 clusters Score -1.017482e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -10175395.000000 Penalty: 5503.171875
	Iteration 33Q: 3 clusters Score -1.01754e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -10175869.000000 Penalty: 5503.171875
	Iteration 34Q: 3 clusters Score -1.017587e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -10176181.000000 Penalty: 5503.171875
	Iteration 35Q: 3 clusters Score -1.017618e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -10176406.000000 Penalty: 5503.171875
	Iteration 36Q: 3 clusters Score -1.017641e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -10176601.000000 Penalty: 5503.171875
	Iteration 37Q: 3 clusters Score -1.01766e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -10176766.000000 Penalty: 5503.171875
	Iteration 38Q: 3 clusters Score -1.017677e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -10176848.000000 Penalty: 5503.171875
	Iteration 39Q: 3 clusters Score -1.017685e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -10177028.000000 Penalty: 5503.171875
	Iteration 40F: 3 clusters Score -1.017703e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -10177109.000000 Penalty: 5503.171875
	Iteration 41Q: 3 clusters Score -1.017711e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -10177186.000000 Penalty: 5503.171875
	Iteration 42Q: 3 clusters Score -1.017719e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -10177219.000000 Penalty: 5503.171875
	Iteration 43Q: 3 clusters Score -1.017722e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -10177320.000000 Penalty: 5503.171875
	Iteration 44Q: 3 clusters Score -1.017732e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -10177347.000000 Penalty: 5503.171875
	Iteration 45Q: 3 clusters Score -1.017735e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -10177360.000000 Penalty: 5503.171875
	Iteration 46Q: 3 clusters Score -1.017736e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -10177375.000000 Penalty: 5503.171875
	Iteration 47Q: 3 clusters Score -1.017738e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -10177380.000000 Penalty: 5503.171875
	Iteration 48Q: 3 clusters Score -1.017738e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -10177393.000000 Penalty: 5503.171875
	Iteration 49Q: 3 clusters Score -1.017739e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -10177414.000000 Penalty: 5503.171875
	Iteration 50Q: 3 clusters Score -1.017741e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -10177429.000000 Penalty: 5503.171875
	Iteration 51Q: 3 clusters Score -1.017743e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10177452.000000 Penalty: 5503.171875
	Iteration 52Q: 3 clusters Score -1.017745e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -10177455.000000 Penalty: 5503.171875
	Iteration 53Q: 3 clusters Score -1.017746e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -10177469.000000 Penalty: 5503.171875
	Iteration 54Q: 3 clusters Score -1.017747e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10177479.000000 Penalty: 5503.171875
	Iteration 55Q: 3 clusters Score -1.017748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -10177477.000000 Penalty: 5503.171875
	Iteration 56Q: 3 clusters Score -1.017748e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -10177470.000000 Penalty: 5503.171875
	Iteration 57Q: 3 clusters Score -1.017747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -10177472.000000 Penalty: 5503.171875
	Iteration 58Q: 3 clusters Score -1.017747e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -10177483.000000 Penalty: 5503.171875
	Iteration 59Q: 3 clusters Score -1.017748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -10177487.000000 Penalty: 5503.171875
	Iteration 60F: 3 clusters Score -1.017749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -10177487.000000 Penalty: 5503.171875
	Iteration 61Q: 3 clusters Score -1.017749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -10177491.000000 Penalty: 5503.171875
	Iteration 62Q: 3 clusters Score -1.017749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -10177499.000000 Penalty: 5503.171875
	Iteration 63Q: 3 clusters Score -1.01775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -10177490.000000 Penalty: 5503.171875
	Iteration 64Q: 3 clusters Score -1.017749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -10177486.000000 Penalty: 5503.171875
	Iteration 65Q: 3 clusters Score -1.017749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -10177486.000000 Penalty: 5503.171875
	Iteration 66Q: 3 clusters Score -1.017749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -10177478.000000 Penalty: 5503.171875
	Iteration 67Q: 3 clusters Score -1.017748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10177481.000000 Penalty: 5503.171875
	Iteration 68Q: 3 clusters Score -1.017748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -10177474.000000 Penalty: 5503.171875
	Iteration 69Q: 3 clusters Score -1.017747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -10177479.000000 Penalty: 5503.171875
	Iteration 70Q: 3 clusters Score -1.017748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -10177470.000000 Penalty: 5503.171875
	Iteration 71Q: 3 clusters Score -1.017747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -10177476.000000 Penalty: 5503.171875
	Iteration 72Q: 3 clusters Score -1.017748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -10177478.000000 Penalty: 5503.171875
	Iteration 73Q: 3 clusters Score -1.017748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -10177477.000000 Penalty: 5503.171875
	Iteration 74Q: 3 clusters Score -1.017748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -10177473.000000 Penalty: 5503.171875
	Iteration 75Q: 3 clusters Score -1.017747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -10177475.000000 Penalty: 5503.171875
	Iteration 76Q: 3 clusters Score -1.017748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -10177475.000000 Penalty: 5503.171875
	Iteration 77F: 3 clusters Score -1.017748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Entering Unmasked Estep 
Score: -1859836.375000 Penalty: 2353.879883
	Iteration 0F: 2 clusters Score -1859836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1850096.250000 Penalty: 4707.759766
	Iteration 0F: 3 clusters Score -1850096 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1853076.500000 Penalty: 4707.759766
	Iteration 1F: 3 clusters Score -1853076 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1853445.000000 Penalty: 4707.759766
	Iteration 2F: 3 clusters Score -1853445 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1853705.125000 Penalty: 4707.759766
	Iteration 3Q: 3 clusters Score -1853705 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1853907.125000 Penalty: 4707.759766
	Iteration 4Q: 3 clusters Score -1853907 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1854096.750000 Penalty: 4707.759766
	Iteration 5Q: 3 clusters Score -1854097 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1854254.875000 Penalty: 4707.759766
	Iteration 6Q: 3 clusters Score -1854255 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1854407.000000 Penalty: 4707.759766
	Iteration 7Q: 3 clusters Score -1854407 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1854560.250000 Penalty: 4707.759766
	Iteration 8Q: 3 clusters Score -1854560 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1854709.625000 Penalty: 4707.759766
	Iteration 9Q: 3 clusters Score -1854710 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1854837.625000 Penalty: 4707.759766
	Iteration 10Q: 3 clusters Score -1854838 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1854953.000000 Penalty: 4707.759766
	Iteration 11Q: 3 clusters Score -1854953 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1855082.875000 Penalty: 4707.759766
	Iteration 12Q: 3 clusters Score -1855083 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1855250.750000 Penalty: 4707.759766
	Iteration 13Q: 3 clusters Score -1855251 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1855474.000000 Penalty: 4707.759766
	Iteration 14Q: 3 clusters Score -1855474 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1855746.875000 Penalty: 4707.759766
	Iteration 15Q: 3 clusters Score -1855747 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1856033.375000 Penalty: 4707.759766
	Iteration 16Q: 3 clusters Score -1856033 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1856313.250000 Penalty: 4707.759766
	Iteration 17Q: 3 clusters Score -1856313 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1856614.500000 Penalty: 4707.759766
	Iteration 18Q: 3 clusters Score -1856614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1856847.750000 Penalty: 4707.759766
	Iteration 19Q: 3 clusters Score -1856848 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1857009.875000 Penalty: 4707.759766
	Iteration 20F: 3 clusters Score -1857010 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1857143.000000 Penalty: 4707.759766
	Iteration 21Q: 3 clusters Score -1857143 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1857241.250000 Penalty: 4707.759766
	Iteration 22Q: 3 clusters Score -1857241 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1857343.875000 Penalty: 4707.759766
	Iteration 23Q: 3 clusters Score -1857344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1857406.750000 Penalty: 4707.759766
	Iteration 24Q: 3 clusters Score -1857407 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1857457.750000 Penalty: 4707.759766
	Iteration 25Q: 3 clusters Score -1857458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1857514.000000 Penalty: 4707.759766
	Iteration 26Q: 3 clusters Score -1857514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1857571.250000 Penalty: 4707.759766
	Iteration 27Q: 3 clusters Score -1857571 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1857613.000000 Penalty: 4707.759766
	Iteration 28Q: 3 clusters Score -1857613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1857644.125000 Penalty: 4707.759766
	Iteration 29Q: 3 clusters Score -1857644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1857655.875000 Penalty: 4707.759766
	Iteration 30Q: 3 clusters Score -1857656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1857662.250000 Penalty: 4707.759766
	Iteration 31Q: 3 clusters Score -1857662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1857677.250000 Penalty: 4707.759766
	Iteration 32Q: 3 clusters Score -1857677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1857687.375000 Penalty: 4707.759766
	Iteration 33Q: 3 clusters Score -1857687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1857687.250000 Penalty: 4707.759766
	Iteration 34Q: 3 clusters Score -1857687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1857687.750000 Penalty: 4707.759766
	Iteration 35Q: 3 clusters Score -1857688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1857693.750000 Penalty: 4707.759766
	Iteration 36Q: 3 clusters Score -1857694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1857692.250000 Penalty: 4707.759766
	Iteration 37Q: 3 clusters Score -1857692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1857692.375000 Penalty: 4707.759766
	Iteration 38Q: 3 clusters Score -1857692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1857695.125000 Penalty: 4707.759766
	Iteration 39Q: 3 clusters Score -1857695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1857699.000000 Penalty: 4707.759766
	Iteration 40F: 3 clusters Score -1857699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1857700.875000 Penalty: 4707.759766
	Iteration 41Q: 3 clusters Score -1857701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1857702.875000 Penalty: 4707.759766
	Iteration 42Q: 3 clusters Score -1857703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1857707.000000 Penalty: 4707.759766
	Iteration 43Q: 3 clusters Score -1857707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1857708.625000 Penalty: 4707.759766
	Iteration 44Q: 3 clusters Score -1857709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1857710.750000 Penalty: 4707.759766
	Iteration 45Q: 3 clusters Score -1857711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1857714.500000 Penalty: 4707.759766
	Iteration 46Q: 3 clusters Score -1857714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1857715.000000 Penalty: 4707.759766
	Iteration 47Q: 3 clusters Score -1857715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1857712.625000 Penalty: 4707.759766
	Iteration 48Q: 3 clusters Score -1857713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1857715.000000 Penalty: 4707.759766
	Iteration 49Q: 3 clusters Score -1857715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1857715.250000 Penalty: 4707.759766
	Iteration 50Q: 3 clusters Score -1857715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1857714.375000 Penalty: 4707.759766
	Iteration 51Q: 3 clusters Score -1857714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1857713.000000 Penalty: 4707.759766
	Iteration 52Q: 3 clusters Score -1857713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1857714.250000 Penalty: 4707.759766
	Iteration 53Q: 3 clusters Score -1857714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1857713.250000 Penalty: 4707.759766
	Iteration 54Q: 3 clusters Score -1857713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1857714.125000 Penalty: 4707.759766
	Iteration 55Q: 3 clusters Score -1857714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1857715.625000 Penalty: 4707.759766
	Iteration 56Q: 3 clusters Score -1857716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1857716.375000 Penalty: 4707.759766
	Iteration 57Q: 3 clusters Score -1857716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1857716.250000 Penalty: 4707.759766
	Iteration 58Q: 3 clusters Score -1857716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1857716.250000 Penalty: 4707.759766
	Iteration 59F: 3 clusters Score -1857716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124461.507812 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124461.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124842.273438 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124842.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125072.257812 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125072.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125453.804688 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125453.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125791.578125 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -125791.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125922.312500 Penalty: 3387.041260
	Iteration 5F: 3 clusters Score -125922.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125995.156250 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -125995.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126062.953125 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126104.117188 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126104.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -126142.664062 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126182.851562 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126229.742188 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126249.796875 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -126258.656250 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126265.617188 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126265.617188 Penalty: 3387.041260
	Iteration 15F: 3 clusters Score -126265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Entering Unmasked Estep 
Score: -7097089.000000 Penalty: 2668.529297
	Iteration 0F: 2 clusters Score -7097089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7065304.500000 Penalty: 5337.058594
	Iteration 0F: 3 clusters Score -7065304 nChanged 21795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -7077412.000000 Penalty: 5337.058594
	Iteration 1F: 3 clusters Score -7077412 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -7077960.000000 Penalty: 5337.058594
	Iteration 2Q: 3 clusters Score -7077960 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -7078521.000000 Penalty: 5337.058594
	Iteration 3Q: 3 clusters Score -7078521 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -7079217.000000 Penalty: 5337.058594
	Iteration 4Q: 3 clusters Score -7079217 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -7080050.000000 Penalty: 5337.058594
	Iteration 5Q: 3 clusters Score -7080050 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -7081026.500000 Penalty: 5337.058594
	Iteration 6Q: 3 clusters Score -7081026 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -7082026.000000 Penalty: 5337.058594
	Iteration 7Q: 3 clusters Score -7082026 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -7082981.500000 Penalty: 5337.058594
	Iteration 8Q: 3 clusters Score -7082982 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7083850.000000 Penalty: 5337.058594
	Iteration 9Q: 3 clusters Score -7083850 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -7084514.500000 Penalty: 5337.058594
	Iteration 10Q: 3 clusters Score -7084514 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7085010.500000 Penalty: 5337.058594
	Iteration 11Q: 3 clusters Score -7085010 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -7085333.500000 Penalty: 5337.058594
	Iteration 12Q: 3 clusters Score -7085334 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7085557.500000 Penalty: 5337.058594
	Iteration 13Q: 3 clusters Score -7085558 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -7085709.000000 Penalty: 5337.058594
	Iteration 14Q: 3 clusters Score -7085709 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -7085820.500000 Penalty: 5337.058594
	Iteration 15Q: 3 clusters Score -7085820 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -7085951.000000 Penalty: 5337.058594
	Iteration 16Q: 3 clusters Score -7085951 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -7086099.000000 Penalty: 5337.058594
	Iteration 17Q: 3 clusters Score -7086099 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -7086176.000000 Penalty: 5337.058594
	Iteration 18Q: 3 clusters Score -7086176 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -7086297.500000 Penalty: 5337.058594
	Iteration 19Q: 3 clusters Score -7086298 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -7086467.000000 Penalty: 5337.058594
	Iteration 20F: 3 clusters Score -7086467 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -7086650.500000 Penalty: 5337.058594
	Iteration 21Q: 3 clusters Score -7086650 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -7086900.500000 Penalty: 5337.058594
	Iteration 22Q: 3 clusters Score -7086900 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -7087180.000000 Penalty: 5337.058594
	Iteration 23Q: 3 clusters Score -7087180 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -7087403.500000 Penalty: 5337.058594
	Iteration 24Q: 3 clusters Score -7087404 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -7087701.000000 Penalty: 5337.058594
	Iteration 25Q: 3 clusters Score -7087701 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7088029.500000 Penalty: 5337.058594
	Iteration 26Q: 3 clusters Score -7088030 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -7088329.500000 Penalty: 5337.058594
	Iteration 27Q: 3 clusters Score -7088330 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -7088608.500000 Penalty: 5337.058594
	Iteration 28Q: 3 clusters Score -7088608 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -7088884.000000 Penalty: 5337.058594
	Iteration 29Q: 3 clusters Score -7088884 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -7089152.000000 Penalty: 5337.058594
	Iteration 30Q: 3 clusters Score -7089152 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -7089352.000000 Penalty: 5337.058594
	Iteration 31Q: 3 clusters Score -7089352 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7089600.000000 Penalty: 5337.058594
	Iteration 32Q: 3 clusters Score -7089600 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -7089838.500000 Penalty: 5337.058594
	Iteration 33Q: 3 clusters Score -7089838 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7090165.500000 Penalty: 5337.058594
	Iteration 34Q: 3 clusters Score -7090166 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -7090487.000000 Penalty: 5337.058594
	Iteration 35Q: 3 clusters Score -7090487 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7090812.500000 Penalty: 5337.058594
	Iteration 36Q: 3 clusters Score -7090812 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7091190.500000 Penalty: 5337.058594
	Iteration 37Q: 3 clusters Score -7091190 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7091566.000000 Penalty: 5337.058594
	Iteration 38Q: 3 clusters Score -7091566 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7091993.500000 Penalty: 5337.058594
	Iteration 39Q: 3 clusters Score -7091994 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7092388.000000 Penalty: 5337.058594
	Iteration 40F: 3 clusters Score -7092388 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -7092789.500000 Penalty: 5337.058594
	Iteration 41Q: 3 clusters Score -7092790 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -7093142.000000 Penalty: 5337.058594
	Iteration 42Q: 3 clusters Score -7093142 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -7093478.000000 Penalty: 5337.058594
	Iteration 43Q: 3 clusters Score -7093478 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -7093779.500000 Penalty: 5337.058594
	Iteration 44Q: 3 clusters Score -7093780 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -7094003.500000 Penalty: 5337.058594
	Iteration 45Q: 3 clusters Score -7094004 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -7094224.500000 Penalty: 5337.058594
	Iteration 46Q: 3 clusters Score -7094224 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -7094381.500000 Penalty: 5337.058594
	Iteration 47Q: 3 clusters Score -7094382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -7094478.000000 Penalty: 5337.058594
	Iteration 48Q: 3 clusters Score -7094478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -7094562.000000 Penalty: 5337.058594
	Iteration 49Q: 3 clusters Score -7094562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -7094635.000000 Penalty: 5337.058594
	Iteration 50Q: 3 clusters Score -7094635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7094699.500000 Penalty: 5337.058594
	Iteration 51Q: 3 clusters Score -7094700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -7094736.000000 Penalty: 5337.058594
	Iteration 52Q: 3 clusters Score -7094736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -7094778.500000 Penalty: 5337.058594
	Iteration 53Q: 3 clusters Score -7094778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -7094821.000000 Penalty: 5337.058594
	Iteration 54Q: 3 clusters Score -7094821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -7094854.000000 Penalty: 5337.058594
	Iteration 55Q: 3 clusters Score -7094854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -7094881.000000 Penalty: 5337.058594
	Iteration 56Q: 3 clusters Score -7094881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7094892.000000 Penalty: 5337.058594
	Iteration 57Q: 3 clusters Score -7094892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -7094910.000000 Penalty: 5337.058594
	Iteration 58Q: 3 clusters Score -7094910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7094926.000000 Penalty: 5337.058594
	Iteration 59Q: 3 clusters Score -7094926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -7094928.500000 Penalty: 5337.058594
	Iteration 60F: 3 clusters Score -7094928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -7094943.500000 Penalty: 5337.058594
	Iteration 61Q: 3 clusters Score -7094944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -7094947.500000 Penalty: 5337.058594
	Iteration 62Q: 3 clusters Score -7094948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -7094951.500000 Penalty: 5337.058594
	Iteration 63Q: 3 clusters Score -7094952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -7094959.000000 Penalty: 5337.058594
	Iteration 64Q: 3 clusters Score -7094959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -7094963.000000 Penalty: 5337.058594
	Iteration 65Q: 3 clusters Score -7094963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -7094959.000000 Penalty: 5337.058594
	Iteration 66Q: 3 clusters Score -7094959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -7094959.000000 Penalty: 5337.058594
	Iteration 67F: 3 clusters Score -7094959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Entering Unmasked Estep 
Score: -9691437.000000 Penalty: 2737.016357
	Iteration 0F: 2 clusters Score -9691437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -9649736.000000 Penalty: 5474.032715
	Iteration 0F: 3 clusters Score -9649736 nChanged 28892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -9665730.000000 Penalty: 5474.032715
	Iteration 1F: 3 clusters Score -9665730 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -9666183.000000 Penalty: 5474.032715
	Iteration 2Q: 3 clusters Score -9666183 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -9666598.000000 Penalty: 5474.032715
	Iteration 3Q: 3 clusters Score -9666598 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -9666974.000000 Penalty: 5474.032715
	Iteration 4Q: 3 clusters Score -9666974 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -9667381.000000 Penalty: 5474.032715
	Iteration 5Q: 3 clusters Score -9667381 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -9667787.000000 Penalty: 5474.032715
	Iteration 6Q: 3 clusters Score -9667787 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -9668168.000000 Penalty: 5474.032715
	Iteration 7Q: 3 clusters Score -9668168 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -9668725.000000 Penalty: 5474.032715
	Iteration 8Q: 3 clusters Score -9668725 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -9669440.000000 Penalty: 5474.032715
	Iteration 9Q: 3 clusters Score -9669440 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -9670462.000000 Penalty: 5474.032715
	Iteration 10Q: 3 clusters Score -9670462 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -9672110.000000 Penalty: 5474.032715
	Iteration 11F: 3 clusters Score -9672110 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -9674761.000000 Penalty: 5474.032715
	Iteration 12F: 3 clusters Score -9674761 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -9678188.000000 Penalty: 5474.032715
	Iteration 13F: 3 clusters Score -9678188 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9681955.000000 Penalty: 5474.032715
	Iteration 14F: 3 clusters Score -9681955 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -9684739.000000 Penalty: 5474.032715
	Iteration 15Q: 3 clusters Score -9684739 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9686492.000000 Penalty: 5474.032715
	Iteration 16Q: 3 clusters Score -9686492 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9687459.000000 Penalty: 5474.032715
	Iteration 17Q: 3 clusters Score -9687459 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9687969.000000 Penalty: 5474.032715
	Iteration 18Q: 3 clusters Score -9687969 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9688323.000000 Penalty: 5474.032715
	Iteration 19Q: 3 clusters Score -9688323 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9688512.000000 Penalty: 5474.032715
	Iteration 20F: 3 clusters Score -9688512 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9688676.000000 Penalty: 5474.032715
	Iteration 21Q: 3 clusters Score -9688676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9688801.000000 Penalty: 5474.032715
	Iteration 22Q: 3 clusters Score -9688801 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9688881.000000 Penalty: 5474.032715
	Iteration 23Q: 3 clusters Score -9688881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9688975.000000 Penalty: 5474.032715
	Iteration 24Q: 3 clusters Score -9688975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9689038.000000 Penalty: 5474.032715
	Iteration 25Q: 3 clusters Score -9689038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9689084.000000 Penalty: 5474.032715
	Iteration 26Q: 3 clusters Score -9689084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9689125.000000 Penalty: 5474.032715
	Iteration 27Q: 3 clusters Score -9689125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9689148.000000 Penalty: 5474.032715
	Iteration 28Q: 3 clusters Score -9689148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9689177.000000 Penalty: 5474.032715
	Iteration 29Q: 3 clusters Score -9689177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9689188.000000 Penalty: 5474.032715
	Iteration 30Q: 3 clusters Score -9689188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9689191.000000 Penalty: 5474.032715
	Iteration 31Q: 3 clusters Score -9689191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9689204.000000 Penalty: 5474.032715
	Iteration 32Q: 3 clusters Score -9689204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9689226.000000 Penalty: 5474.032715
	Iteration 33Q: 3 clusters Score -9689226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9689243.000000 Penalty: 5474.032715
	Iteration 34Q: 3 clusters Score -9689243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9689247.000000 Penalty: 5474.032715
	Iteration 35Q: 3 clusters Score -9689247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9689245.000000 Penalty: 5474.032715
	Iteration 36Q: 3 clusters Score -9689245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9689253.000000 Penalty: 5474.032715
	Iteration 37Q: 3 clusters Score -9689253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9689259.000000 Penalty: 5474.032715
	Iteration 38Q: 3 clusters Score -9689259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9689268.000000 Penalty: 5474.032715
	Iteration 39Q: 3 clusters Score -9689268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9689262.000000 Penalty: 5474.032715
	Iteration 40F: 3 clusters Score -9689262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9689258.000000 Penalty: 5474.032715
	Iteration 41Q: 3 clusters Score -9689258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9689260.000000 Penalty: 5474.032715
	Iteration 42Q: 3 clusters Score -9689260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9689267.000000 Penalty: 5474.032715
	Iteration 43Q: 3 clusters Score -9689267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9689265.000000 Penalty: 5474.032715
	Iteration 44Q: 3 clusters Score -9689265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9689272.000000 Penalty: 5474.032715
	Iteration 45Q: 3 clusters Score -9689272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9689274.000000 Penalty: 5474.032715
	Iteration 46Q: 3 clusters Score -9689274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9689285.000000 Penalty: 5474.032715
	Iteration 47Q: 3 clusters Score -9689285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9689290.000000 Penalty: 5474.032715
	Iteration 48Q: 3 clusters Score -9689290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9689286.000000 Penalty: 5474.032715
	Iteration 49Q: 3 clusters Score -9689286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9689278.000000 Penalty: 5474.032715
	Iteration 50Q: 3 clusters Score -9689278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9689278.000000 Penalty: 5474.032715
	Iteration 51Q: 3 clusters Score -9689278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9689267.000000 Penalty: 5474.032715
	Iteration 52Q: 3 clusters Score -9689267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9689267.000000 Penalty: 5474.032715
	Iteration 53Q: 3 clusters Score -9689267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9689267.000000 Penalty: 5474.032715
	Iteration 54F: 3 clusters Score -9689267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Entering Unmasked Estep 
Score: -15876618.000000 Penalty: 2863.240723
	Iteration 0F: 2 clusters Score -1.587662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -15810004.000000 Penalty: 5726.481445
	Iteration 0F: 3 clusters Score -1.581e+07 nChanged 48974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15837697.000000 Penalty: 5726.481445
	Iteration 1F: 3 clusters Score -1.58377e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -15838243.000000 Penalty: 5726.481445
	Iteration 2Q: 3 clusters Score -1.583824e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -15838864.000000 Penalty: 5726.481445
	Iteration 3Q: 3 clusters Score -1.583886e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -15839518.000000 Penalty: 5726.481445
	Iteration 4Q: 3 clusters Score -1.583952e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -15840411.000000 Penalty: 5726.481445
	Iteration 5Q: 3 clusters Score -1.584041e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -15841742.000000 Penalty: 5726.481445
	Iteration 6Q: 3 clusters Score -1.584174e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -15843633.000000 Penalty: 5726.481445
	Iteration 7Q: 3 clusters Score -1.584363e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -15846569.000000 Penalty: 5726.481445
	Iteration 8Q: 3 clusters Score -1.584657e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -15850183.000000 Penalty: 5726.481445
	Iteration 9F: 3 clusters Score -1.585018e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -15854336.000000 Penalty: 5726.481445
	Iteration 10F: 3 clusters Score -1.585434e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -15858148.000000 Penalty: 5726.481445
	Iteration 11F: 3 clusters Score -1.585815e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -15860720.000000 Penalty: 5726.481445
	Iteration 12Q: 3 clusters Score -1.586072e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -15862381.000000 Penalty: 5726.481445
	Iteration 13Q: 3 clusters Score -1.586238e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -15863529.000000 Penalty: 5726.481445
	Iteration 14Q: 3 clusters Score -1.586353e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -15864425.000000 Penalty: 5726.481445
	Iteration 15Q: 3 clusters Score -1.586442e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -15865277.000000 Penalty: 5726.481445
	Iteration 16Q: 3 clusters Score -1.586528e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -15865992.000000 Penalty: 5726.481445
	Iteration 17Q: 3 clusters Score -1.586599e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -15866720.000000 Penalty: 5726.481445
	Iteration 18Q: 3 clusters Score -1.586672e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -15867278.000000 Penalty: 5726.481445
	Iteration 19Q: 3 clusters Score -1.586728e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -15868017.000000 Penalty: 5726.481445
	Iteration 20F: 3 clusters Score -1.586802e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -15868608.000000 Penalty: 5726.481445
	Iteration 21Q: 3 clusters Score -1.586861e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -15869226.000000 Penalty: 5726.481445
	Iteration 22Q: 3 clusters Score -1.586923e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -15869808.000000 Penalty: 5726.481445
	Iteration 23Q: 3 clusters Score -1.586981e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -15870414.000000 Penalty: 5726.481445
	Iteration 24Q: 3 clusters Score -1.587041e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -15870914.000000 Penalty: 5726.481445
	Iteration 25Q: 3 clusters Score -1.587091e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -15871423.000000 Penalty: 5726.481445
	Iteration 26Q: 3 clusters Score -1.587142e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -15871866.000000 Penalty: 5726.481445
	Iteration 27Q: 3 clusters Score -1.587187e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -15872226.000000 Penalty: 5726.481445
	Iteration 28Q: 3 clusters Score -1.587223e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -15872576.000000 Penalty: 5726.481445
	Iteration 29Q: 3 clusters Score -1.587258e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -15872873.000000 Penalty: 5726.481445
	Iteration 30Q: 3 clusters Score -1.587287e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -15873138.000000 Penalty: 5726.481445
	Iteration 31Q: 3 clusters Score -1.587314e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -15873405.000000 Penalty: 5726.481445
	Iteration 32Q: 3 clusters Score -1.58734e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -15873557.000000 Penalty: 5726.481445
	Iteration 33Q: 3 clusters Score -1.587356e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -15873749.000000 Penalty: 5726.481445
	Iteration 34Q: 3 clusters Score -1.587375e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -15873865.000000 Penalty: 5726.481445
	Iteration 35Q: 3 clusters Score -1.587386e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -15874005.000000 Penalty: 5726.481445
	Iteration 36Q: 3 clusters Score -1.5874e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -15874063.000000 Penalty: 5726.481445
	Iteration 37Q: 3 clusters Score -1.587406e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -15874119.000000 Penalty: 5726.481445
	Iteration 38Q: 3 clusters Score -1.587412e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -15874165.000000 Penalty: 5726.481445
	Iteration 39Q: 3 clusters Score -1.587416e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -15874252.000000 Penalty: 5726.481445
	Iteration 40F: 3 clusters Score -1.587425e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15874274.000000 Penalty: 5726.481445
	Iteration 41Q: 3 clusters Score -1.587427e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15874296.000000 Penalty: 5726.481445
	Iteration 42Q: 3 clusters Score -1.58743e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -15874277.000000 Penalty: 5726.481445
	Iteration 43Q: 3 clusters Score -1.587428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -15874296.000000 Penalty: 5726.481445
	Iteration 44Q: 3 clusters Score -1.58743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15874314.000000 Penalty: 5726.481445
	Iteration 45Q: 3 clusters Score -1.587431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15874341.000000 Penalty: 5726.481445
	Iteration 46Q: 3 clusters Score -1.587434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15874346.000000 Penalty: 5726.481445
	Iteration 47Q: 3 clusters Score -1.587435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15874355.000000 Penalty: 5726.481445
	Iteration 48Q: 3 clusters Score -1.587436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15874354.000000 Penalty: 5726.481445
	Iteration 49Q: 3 clusters Score -1.587435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15874347.000000 Penalty: 5726.481445
	Iteration 50Q: 3 clusters Score -1.587435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101770 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15874351.000000 Penalty: 5726.481445
	Iteration 51Q: 3 clusters Score -1.587435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15874363.000000 Penalty: 5726.481445
	Iteration 52Q: 3 clusters Score -1.587436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15874364.000000 Penalty: 5726.481445
	Iteration 53Q: 3 clusters Score -1.587436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15874363.000000 Penalty: 5726.481445
	Iteration 54Q: 3 clusters Score -1.587436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15874365.000000 Penalty: 5726.481445
	Iteration 55Q: 3 clusters Score -1.587436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15874395.000000 Penalty: 5726.481445
	Iteration 56Q: 3 clusters Score -1.58744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15874406.000000 Penalty: 5726.481445
	Iteration 57Q: 3 clusters Score -1.587441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15874398.000000 Penalty: 5726.481445
	Iteration 58Q: 3 clusters Score -1.58744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15874399.000000 Penalty: 5726.481445
	Iteration 59Q: 3 clusters Score -1.58744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15874402.000000 Penalty: 5726.481445
	Iteration 60F: 3 clusters Score -1.58744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15874413.000000 Penalty: 5726.481445
	Iteration 61Q: 3 clusters Score -1.587441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15874428.000000 Penalty: 5726.481445
	Iteration 62Q: 3 clusters Score -1.587443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15874456.000000 Penalty: 5726.481445
	Iteration 63Q: 3 clusters Score -1.587446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15874466.000000 Penalty: 5726.481445
	Iteration 64Q: 3 clusters Score -1.587447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15874453.000000 Penalty: 5726.481445
	Iteration 65Q: 3 clusters Score -1.587445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15874447.000000 Penalty: 5726.481445
	Iteration 66Q: 3 clusters Score -1.587445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15874445.000000 Penalty: 5726.481445
	Iteration 67Q: 3 clusters Score -1.587444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -15874452.000000 Penalty: 5726.481445
	Iteration 68Q: 3 clusters Score -1.587445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -15874462.000000 Penalty: 5726.481445
	Iteration 69Q: 3 clusters Score -1.587446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -15874466.000000 Penalty: 5726.481445
	Iteration 70Q: 3 clusters Score -1.587447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -15874475.000000 Penalty: 5726.481445
	Iteration 71Q: 3 clusters Score -1.587448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15874495.000000 Penalty: 5726.481445
	Iteration 72Q: 3 clusters Score -1.58745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15874506.000000 Penalty: 5726.481445
	Iteration 73Q: 3 clusters Score -1.587451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15874510.000000 Penalty: 5726.481445
	Iteration 74Q: 3 clusters Score -1.587451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15874503.000000 Penalty: 5726.481445
	Iteration 75Q: 3 clusters Score -1.58745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15874507.000000 Penalty: 5726.481445
	Iteration 76Q: 3 clusters Score -1.587451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15874515.000000 Penalty: 5726.481445
	Iteration 77Q: 3 clusters Score -1.587452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15874534.000000 Penalty: 5726.481445
	Iteration 78Q: 3 clusters Score -1.587453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15874519.000000 Penalty: 5726.481445
	Iteration 79Q: 3 clusters Score -1.587452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15874523.000000 Penalty: 5726.481445
	Iteration 80F: 3 clusters Score -1.587452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15874515.000000 Penalty: 5726.481445
	Iteration 81Q: 3 clusters Score -1.587452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15874530.000000 Penalty: 5726.481445
	Iteration 82Q: 3 clusters Score -1.587453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15874527.000000 Penalty: 5726.481445
	Iteration 83Q: 3 clusters Score -1.587453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15874524.000000 Penalty: 5726.481445
	Iteration 84Q: 3 clusters Score -1.587452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15874528.000000 Penalty: 5726.481445
	Iteration 85Q: 3 clusters Score -1.587453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15874536.000000 Penalty: 5726.481445
	Iteration 86Q: 3 clusters Score -1.587454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15874544.000000 Penalty: 5726.481445
	Iteration 87Q: 3 clusters Score -1.587454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15874543.000000 Penalty: 5726.481445
	Iteration 88Q: 3 clusters Score -1.587454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -15874536.000000 Penalty: 5726.481445
	Iteration 89Q: 3 clusters Score -1.587454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15874535.000000 Penalty: 5726.481445
	Iteration 90Q: 3 clusters Score -1.587454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15874531.000000 Penalty: 5726.481445
	Iteration 91Q: 3 clusters Score -1.587453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15874531.000000 Penalty: 5726.481445
	Iteration 92Q: 3 clusters Score -1.587453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -15874523.000000 Penalty: 5726.481445
	Iteration 93Q: 3 clusters Score -1.587452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15874519.000000 Penalty: 5726.481445
	Iteration 94Q: 3 clusters Score -1.587452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15874526.000000 Penalty: 5726.481445
	Iteration 95Q: 3 clusters Score -1.587453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15874529.000000 Penalty: 5726.481445
	Iteration 96Q: 3 clusters Score -1.587453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15874531.000000 Penalty: 5726.481445
	Iteration 97Q: 3 clusters Score -1.587453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15874531.000000 Penalty: 5726.481445
	Iteration 98F: 3 clusters Score -1.587453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 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 459 members 
Entering Unmasked Estep 
Score: -128502.046875 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128884.523438 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -128884.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129141.859375 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129141.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129372.328125 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129372.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -129658.984375 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -129659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -129930.578125 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -129930.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130261.429688 Penalty: 3402.368896
	Iteration 6F: 3 clusters Score -130261.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130832.445312 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130956.593750 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130986.968750 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130997.507812 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131006.859375 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -131006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131041.125000 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -131041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131113.515625 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -131113.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131389.328125 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -131389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131408.968750 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -131409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131408.968750 Penalty: 3402.368896
	Iteration 16F: 3 clusters Score -131409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40224 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51224 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107264 members 
Mstep: Class 18 contains 99400 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65848 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62091 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 551 members 
Entering Unmasked Estep 
Score: -137799024.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137799888.000000 to -137799024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40224 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51224 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107264 members 
Mstep: Class 18 contains 99400 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65848 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62091 members 
Mstep: Class 27 contains 103293 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799936.000000 Penalty: 91921.562500
Iteration 319Q: 28 clusters Score -1.377999e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51226 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 59945 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106256 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107244 members 
Mstep: Class 18 contains 99414 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62087 members 
Mstep: Class 27 contains 103295 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799936.000000 Penalty: 91921.562500
Iteration 320F: 28 clusters Score -1.377999e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51228 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 11 contains 59947 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106253 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107247 members 
Mstep: Class 18 contains 99421 members 
Mstep: Class 20 contains 47260 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47109 members 
Mstep: Class 26 contains 62080 members 
Mstep: Class 27 contains 103291 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799936.000000 Penalty: 91921.562500
Iteration 321Q: 28 clusters Score -1.377999e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 40226 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51229 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106251 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107254 members 
Mstep: Class 18 contains 99422 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65848 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47110 members 
Mstep: Class 26 contains 62075 members 
Mstep: Class 27 contains 103292 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799920.000000 Penalty: 91921.562500
Iteration 322Q: 28 clusters Score -1.377999e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40225 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51234 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 59945 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107258 members 
Mstep: Class 18 contains 99427 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65850 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62067 members 
Mstep: Class 27 contains 103294 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799904.000000 Penalty: 91921.562500
Iteration 323Q: 28 clusters Score -1.377999e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40228 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51233 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106241 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107260 members 
Mstep: Class 18 contains 99428 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65847 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62061 members 
Mstep: Class 27 contains 103311 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 91921.562500
Iteration 324Q: 28 clusters Score -1.377999e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40231 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51227 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 11 contains 59949 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107253 members 
Mstep: Class 18 contains 99436 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47106 members 
Mstep: Class 26 contains 62054 members 
Mstep: Class 27 contains 103315 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799968.000000 Penalty: 91921.562500
Iteration 325Q: 28 clusters Score -1.378e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 40230 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51224 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 59954 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106252 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107243 members 
Mstep: Class 18 contains 99444 members 
Mstep: Class 20 contains 47260 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 62051 members 
Mstep: Class 27 contains 103324 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799952.000000 Penalty: 91921.562500
Iteration 326Q: 28 clusters Score -1.378e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30758 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51220 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 11 contains 59954 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107233 members 
Mstep: Class 18 contains 99448 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62047 members 
Mstep: Class 27 contains 103339 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800016.000000 Penalty: 91921.562500
Iteration 327Q: 28 clusters Score -1.378e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40226 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 51214 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 59956 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106260 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107240 members 
Mstep: Class 18 contains 99460 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65841 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62041 members 
Mstep: Class 27 contains 103340 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799952.000000 Penalty: 91921.562500
Iteration 328Q: 28 clusters Score -1.378e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 40222 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51210 members 
Mstep: Class 7 contains 20392 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 59956 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106266 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107238 members 
Mstep: Class 18 contains 99461 members 
Mstep: Class 20 contains 47257 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65839 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47109 members 
Mstep: Class 26 contains 62039 members 
Mstep: Class 27 contains 103353 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799952.000000 Penalty: 91921.562500
Iteration 329Q: 28 clusters Score -1.378e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40223 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51209 members 
Mstep: Class 7 contains 20391 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6601 members 
Mstep: Class 11 contains 59958 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106253 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107237 members 
Mstep: Class 18 contains 99462 members 
Mstep: Class 20 contains 47260 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65841 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47109 members 
Mstep: Class 26 contains 62035 members 
Mstep: Class 27 contains 103363 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799968.000000 Penalty: 91921.562500
Iteration 330Q: 28 clusters Score -1.378e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 40221 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30749 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 51206 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 59963 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106245 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 99464 members 
Mstep: Class 20 contains 47263 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 62034 members 
Mstep: Class 27 contains 103372 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799952.000000 Penalty: 91921.562500
Iteration 331Q: 28 clusters Score -1.378e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51203 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 59963 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106252 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107228 members 
Mstep: Class 18 contains 99471 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65851 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47103 members 
Mstep: Class 26 contains 62031 members 
Mstep: Class 27 contains 103371 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 332Q: 28 clusters Score -1.378001e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 40222 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30749 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51202 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 59963 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107221 members 
Mstep: Class 18 contains 99480 members 
Mstep: Class 20 contains 47267 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65851 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47104 members 
Mstep: Class 26 contains 62023 members 
Mstep: Class 27 contains 103374 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 333Q: 28 clusters Score -1.378001e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51204 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 59961 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106263 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 99481 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47105 members 
Mstep: Class 26 contains 62025 members 
Mstep: Class 27 contains 103377 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 334Q: 28 clusters Score -1.378001e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30743 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51209 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 59963 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106266 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107208 members 
Mstep: Class 18 contains 99486 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65853 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47099 members 
Mstep: Class 26 contains 62023 members 
Mstep: Class 27 contains 103380 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 335Q: 28 clusters Score -1.378001e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30739 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51203 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 59967 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107205 members 
Mstep: Class 18 contains 99496 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65853 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47098 members 
Mstep: Class 26 contains 62019 members 
Mstep: Class 27 contains 103386 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 336Q: 28 clusters Score -1.378001e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30735 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51200 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 59971 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106261 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107208 members 
Mstep: Class 18 contains 99508 members 
Mstep: Class 20 contains 47267 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65854 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47095 members 
Mstep: Class 26 contains 62013 members 
Mstep: Class 27 contains 103390 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 337Q: 28 clusters Score -1.378001e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30734 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51198 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 59973 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106256 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 99513 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65853 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47092 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103397 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 338Q: 28 clusters Score -1.378001e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30732 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51194 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6589 members 
Mstep: Class 11 contains 59972 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106252 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107216 members 
Mstep: Class 18 contains 99518 members 
Mstep: Class 20 contains 47267 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47088 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103400 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 339Q: 28 clusters Score -1.378001e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 40222 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30730 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51191 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59973 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106261 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99524 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65861 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47085 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103408 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 340F: 28 clusters Score -1.378001e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30726 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 51185 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59973 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107189 members 
Mstep: Class 18 contains 99528 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47084 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103415 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 91921.562500
Iteration 341Q: 28 clusters Score -1.378002e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 40230 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51181 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59973 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106268 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107196 members 
Mstep: Class 18 contains 99526 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65861 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 62013 members 
Mstep: Class 27 contains 103411 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 342Q: 28 clusters Score -1.378001e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 40228 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51176 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59974 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106272 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107179 members 
Mstep: Class 18 contains 99539 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47081 members 
Mstep: Class 26 contains 62015 members 
Mstep: Class 27 contains 103417 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 343Q: 28 clusters Score -1.378002e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30719 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51162 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106280 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107176 members 
Mstep: Class 18 contains 99547 members 
Mstep: Class 20 contains 47266 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103419 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 344Q: 28 clusters Score -1.378001e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 40228 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30716 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51154 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106268 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107182 members 
Mstep: Class 18 contains 99549 members 
Mstep: Class 20 contains 47266 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47081 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103428 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 345Q: 28 clusters Score -1.378001e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 40227 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30712 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51147 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106270 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107173 members 
Mstep: Class 18 contains 99555 members 
Mstep: Class 20 contains 47270 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65859 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47086 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103434 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 346Q: 28 clusters Score -1.378001e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 40229 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30710 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51144 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106259 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107170 members 
Mstep: Class 18 contains 99568 members 
Mstep: Class 20 contains 47272 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65855 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47089 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103436 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 347Q: 28 clusters Score -1.378001e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 40226 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30712 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 51136 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107178 members 
Mstep: Class 18 contains 99571 members 
Mstep: Class 20 contains 47274 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65851 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47087 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103431 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 348Q: 28 clusters Score -1.378002e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30710 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 51120 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 59999 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107200 members 
Mstep: Class 18 contains 99568 members 
Mstep: Class 20 contains 47274 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103437 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800288.000000 Penalty: 91921.562500
Iteration 349Q: 28 clusters Score -1.378003e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30709 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51106 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 60003 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107217 members 
Mstep: Class 18 contains 99570 members 
Mstep: Class 20 contains 47275 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65835 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103446 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 350Q: 28 clusters Score -1.378003e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30707 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51094 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 60010 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106239 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107223 members 
Mstep: Class 18 contains 99571 members 
Mstep: Class 20 contains 47276 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65837 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 62013 members 
Mstep: Class 27 contains 103459 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 351Q: 28 clusters Score -1.378002e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30706 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51088 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 60010 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106244 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47278 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65835 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103472 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 352Q: 28 clusters Score -1.378003e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30700 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51084 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 60021 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106237 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 20 contains 47279 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65830 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47079 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103483 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800320.000000 Penalty: 91921.562500
Iteration 353Q: 28 clusters Score -1.378003e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51082 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 60026 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106234 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107208 members 
Mstep: Class 18 contains 99585 members 
Mstep: Class 20 contains 47278 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65835 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47079 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103489 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800352.000000 Penalty: 91921.562500
Iteration 354Q: 28 clusters Score -1.378004e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51075 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106240 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107195 members 
Mstep: Class 18 contains 99589 members 
Mstep: Class 20 contains 47281 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47075 members 
Mstep: Class 26 contains 62001 members 
Mstep: Class 27 contains 103496 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800272.000000 Penalty: 91921.562500
Iteration 355Q: 28 clusters Score -1.378003e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51068 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 60025 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106241 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107194 members 
Mstep: Class 18 contains 99591 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47074 members 
Mstep: Class 26 contains 62002 members 
Mstep: Class 27 contains 103505 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 356Q: 28 clusters Score -1.378003e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51061 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 60021 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107181 members 
Mstep: Class 18 contains 99591 members 
Mstep: Class 20 contains 47287 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65845 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47073 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103519 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800320.000000 Penalty: 91921.562500
Iteration 357Q: 28 clusters Score -1.378003e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51055 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 60025 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106250 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107182 members 
Mstep: Class 18 contains 99588 members 
Mstep: Class 20 contains 47289 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47070 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103530 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800384.000000 Penalty: 91921.562500
Iteration 358Q: 28 clusters Score -1.378004e+08 nChanged 76
Entering ConstructFrom: 
Score: -137800384.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (26982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Entering Unmasked Estep 
Score: -3915448.500000 Penalty: 2530.325684
	Iteration 0F: 2 clusters Score -3915448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3896959.250000 Penalty: 5060.651367
	Iteration 0F: 3 clusters Score -3896959 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3903305.000000 Penalty: 5060.651367
	Iteration 1F: 3 clusters Score -3903305 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3903700.000000 Penalty: 5060.651367
	Iteration 2Q: 3 clusters Score -3903700 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3904034.250000 Penalty: 5060.651367
	Iteration 3Q: 3 clusters Score -3904034 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3904330.750000 Penalty: 5060.651367
	Iteration 4Q: 3 clusters Score -3904331 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3904653.000000 Penalty: 5060.651367
	Iteration 5Q: 3 clusters Score -3904653 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3905047.750000 Penalty: 5060.651367
	Iteration 6Q: 3 clusters Score -3905048 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3905535.250000 Penalty: 5060.651367
	Iteration 7Q: 3 clusters Score -3905535 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3906170.500000 Penalty: 5060.651367
	Iteration 8Q: 3 clusters Score -3906170 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3906950.000000 Penalty: 5060.651367
	Iteration 9F: 3 clusters Score -3906950 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3907913.500000 Penalty: 5060.651367
	Iteration 10F: 3 clusters Score -3907914 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3908974.500000 Penalty: 5060.651367
	Iteration 11F: 3 clusters Score -3908974 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3910080.500000 Penalty: 5060.651367
	Iteration 12F: 3 clusters Score -3910080 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3911045.250000 Penalty: 5060.651367
	Iteration 13Q: 3 clusters Score -3911045 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3911752.000000 Penalty: 5060.651367
	Iteration 14Q: 3 clusters Score -3911752 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3912303.500000 Penalty: 5060.651367
	Iteration 15Q: 3 clusters Score -3912304 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3912676.250000 Penalty: 5060.651367
	Iteration 16Q: 3 clusters Score -3912676 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3912906.000000 Penalty: 5060.651367
	Iteration 17Q: 3 clusters Score -3912906 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3913042.000000 Penalty: 5060.651367
	Iteration 18Q: 3 clusters Score -3913042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3913146.250000 Penalty: 5060.651367
	Iteration 19Q: 3 clusters Score -3913146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3913197.750000 Penalty: 5060.651367
	Iteration 20F: 3 clusters Score -3913198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3913230.500000 Penalty: 5060.651367
	Iteration 21Q: 3 clusters Score -3913230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3913263.000000 Penalty: 5060.651367
	Iteration 22Q: 3 clusters Score -3913263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3913292.500000 Penalty: 5060.651367
	Iteration 23Q: 3 clusters Score -3913292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3913310.000000 Penalty: 5060.651367
	Iteration 24Q: 3 clusters Score -3913310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3913334.500000 Penalty: 5060.651367
	Iteration 25Q: 3 clusters Score -3913334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3913349.250000 Penalty: 5060.651367
	Iteration 26Q: 3 clusters Score -3913349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3913365.250000 Penalty: 5060.651367
	Iteration 27Q: 3 clusters Score -3913365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3913371.000000 Penalty: 5060.651367
	Iteration 28Q: 3 clusters Score -3913371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3913372.250000 Penalty: 5060.651367
	Iteration 29Q: 3 clusters Score -3913372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3913378.500000 Penalty: 5060.651367
	Iteration 30Q: 3 clusters Score -3913378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3913377.750000 Penalty: 5060.651367
	Iteration 31Q: 3 clusters Score -3913378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3913377.750000 Penalty: 5060.651367
	Iteration 32F: 3 clusters Score -3913378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Entering Unmasked Estep 
Score: -6234585.500000 Penalty: 2629.270264
	Iteration 0F: 2 clusters Score -6234586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -6207403.500000 Penalty: 5258.540527
	Iteration 0F: 3 clusters Score -6207404 nChanged 18353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -6217799.500000 Penalty: 5258.540527
	Iteration 1F: 3 clusters Score -6217800 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -6218707.000000 Penalty: 5258.540527
	Iteration 2F: 3 clusters Score -6218707 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6219804.000000 Penalty: 5258.540527
	Iteration 3F: 3 clusters Score -6219804 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6221194.000000 Penalty: 5258.540527
	Iteration 4F: 3 clusters Score -6221194 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -6222814.500000 Penalty: 5258.540527
	Iteration 5F: 3 clusters Score -6222814 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -6224732.500000 Penalty: 5258.540527
	Iteration 6F: 3 clusters Score -6224732 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -6226753.000000 Penalty: 5258.540527
	Iteration 7F: 3 clusters Score -6226753 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -6228366.500000 Penalty: 5258.540527
	Iteration 8F: 3 clusters Score -6228366 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -6229590.000000 Penalty: 5258.540527
	Iteration 9Q: 3 clusters Score -6229590 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -6230347.000000 Penalty: 5258.540527
	Iteration 10Q: 3 clusters Score -6230347 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -6230844.500000 Penalty: 5258.540527
	Iteration 11Q: 3 clusters Score -6230844 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -6231118.000000 Penalty: 5258.540527
	Iteration 12Q: 3 clusters Score -6231118 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6231333.500000 Penalty: 5258.540527
	Iteration 13Q: 3 clusters Score -6231334 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -6231517.500000 Penalty: 5258.540527
	Iteration 14Q: 3 clusters Score -6231518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6231693.000000 Penalty: 5258.540527
	Iteration 15Q: 3 clusters Score -6231693 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6231848.000000 Penalty: 5258.540527
	Iteration 16Q: 3 clusters Score -6231848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6232030.000000 Penalty: 5258.540527
	Iteration 17Q: 3 clusters Score -6232030 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6232187.500000 Penalty: 5258.540527
	Iteration 18Q: 3 clusters Score -6232188 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6232283.000000 Penalty: 5258.540527
	Iteration 19Q: 3 clusters Score -6232283 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6232394.500000 Penalty: 5258.540527
	Iteration 20F: 3 clusters Score -6232394 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6232522.500000 Penalty: 5258.540527
	Iteration 21Q: 3 clusters Score -6232522 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6232603.500000 Penalty: 5258.540527
	Iteration 22Q: 3 clusters Score -6232604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6232715.000000 Penalty: 5258.540527
	Iteration 23Q: 3 clusters Score -6232715 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6232794.000000 Penalty: 5258.540527
	Iteration 24Q: 3 clusters Score -6232794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6232848.500000 Penalty: 5258.540527
	Iteration 25Q: 3 clusters Score -6232848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6232895.500000 Penalty: 5258.540527
	Iteration 26Q: 3 clusters Score -6232896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6232923.500000 Penalty: 5258.540527
	Iteration 27Q: 3 clusters Score -6232924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6232968.000000 Penalty: 5258.540527
	Iteration 28Q: 3 clusters Score -6232968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6232996.000000 Penalty: 5258.540527
	Iteration 29Q: 3 clusters Score -6232996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6233034.500000 Penalty: 5258.540527
	Iteration 30Q: 3 clusters Score -6233034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6233051.500000 Penalty: 5258.540527
	Iteration 31Q: 3 clusters Score -6233052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6233071.500000 Penalty: 5258.540527
	Iteration 32Q: 3 clusters Score -6233072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6233097.500000 Penalty: 5258.540527
	Iteration 33Q: 3 clusters Score -6233098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6233096.500000 Penalty: 5258.540527
	Iteration 34Q: 3 clusters Score -6233096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6233111.500000 Penalty: 5258.540527
	Iteration 35Q: 3 clusters Score -6233112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6233118.000000 Penalty: 5258.540527
	Iteration 36Q: 3 clusters Score -6233118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6233136.000000 Penalty: 5258.540527
	Iteration 37Q: 3 clusters Score -6233136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6233146.000000 Penalty: 5258.540527
	Iteration 38Q: 3 clusters Score -6233146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6233162.000000 Penalty: 5258.540527
	Iteration 39Q: 3 clusters Score -6233162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6233170.500000 Penalty: 5258.540527
	Iteration 40F: 3 clusters Score -6233170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6233163.500000 Penalty: 5258.540527
	Iteration 41Q: 3 clusters Score -6233164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6233173.500000 Penalty: 5258.540527
	Iteration 42Q: 3 clusters Score -6233174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6233174.500000 Penalty: 5258.540527
	Iteration 43Q: 3 clusters Score -6233174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6233174.500000 Penalty: 5258.540527
	Iteration 44Q: 3 clusters Score -6233174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6233182.000000 Penalty: 5258.540527
	Iteration 45Q: 3 clusters Score -6233182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6233190.000000 Penalty: 5258.540527
	Iteration 46Q: 3 clusters Score -6233190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6233195.500000 Penalty: 5258.540527
	Iteration 47Q: 3 clusters Score -6233196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6233194.500000 Penalty: 5258.540527
	Iteration 48Q: 3 clusters Score -6233194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6233198.500000 Penalty: 5258.540527
	Iteration 49Q: 3 clusters Score -6233198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6233203.000000 Penalty: 5258.540527
	Iteration 50Q: 3 clusters Score -6233203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6233215.500000 Penalty: 5258.540527
	Iteration 51Q: 3 clusters Score -6233216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6233221.500000 Penalty: 5258.540527
	Iteration 52Q: 3 clusters Score -6233222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6233216.000000 Penalty: 5258.540527
	Iteration 53Q: 3 clusters Score -6233216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6233214.000000 Penalty: 5258.540527
	Iteration 54Q: 3 clusters Score -6233214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6233216.500000 Penalty: 5258.540527
	Iteration 55Q: 3 clusters Score -6233216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6233216.500000 Penalty: 5258.540527
	Iteration 56F: 3 clusters Score -6233216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 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 115 members 
Entering Unmasked Estep 
Score: -21217.181641 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21217.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21311.173828 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21311.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21321.417969 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21321.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21332.718750 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21332.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21347.117188 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21347.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21360.708984 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21360.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21375.349609 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -21375.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21380.431641 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -21380.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21383.474609 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -21383.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21383.474609 Penalty: 2675.239258
	Iteration 9F: 3 clusters Score -21383.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Entering Unmasked Estep 
Score: -4735237.000000 Penalty: 2562.324463
	Iteration 0F: 2 clusters Score -4735237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4714151.000000 Penalty: 5124.648926
	Iteration 0F: 3 clusters Score -4714151 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4721774.500000 Penalty: 5124.648926
	Iteration 1F: 3 clusters Score -4721774 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4722327.500000 Penalty: 5124.648926
	Iteration 2Q: 3 clusters Score -4722328 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4722912.000000 Penalty: 5124.648926
	Iteration 3Q: 3 clusters Score -4722912 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4723669.500000 Penalty: 5124.648926
	Iteration 4F: 3 clusters Score -4723670 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4724592.000000 Penalty: 5124.648926
	Iteration 5F: 3 clusters Score -4724592 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4725864.000000 Penalty: 5124.648926
	Iteration 6F: 3 clusters Score -4725864 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4727475.000000 Penalty: 5124.648926
	Iteration 7F: 3 clusters Score -4727475 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4729214.000000 Penalty: 5124.648926
	Iteration 8F: 3 clusters Score -4729214 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4730728.500000 Penalty: 5124.648926
	Iteration 9Q: 3 clusters Score -4730728 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4731706.000000 Penalty: 5124.648926
	Iteration 10Q: 3 clusters Score -4731706 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4732269.500000 Penalty: 5124.648926
	Iteration 11Q: 3 clusters Score -4732270 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -4732552.000000 Penalty: 5124.648926
	Iteration 12Q: 3 clusters Score -4732552 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -4732688.500000 Penalty: 5124.648926
	Iteration 13Q: 3 clusters Score -4732688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4732793.500000 Penalty: 5124.648926
	Iteration 14Q: 3 clusters Score -4732794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4732841.500000 Penalty: 5124.648926
	Iteration 15Q: 3 clusters Score -4732842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4732886.000000 Penalty: 5124.648926
	Iteration 16Q: 3 clusters Score -4732886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4732921.000000 Penalty: 5124.648926
	Iteration 17Q: 3 clusters Score -4732921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4732956.500000 Penalty: 5124.648926
	Iteration 18Q: 3 clusters Score -4732956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4732979.000000 Penalty: 5124.648926
	Iteration 19Q: 3 clusters Score -4732979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4733000.500000 Penalty: 5124.648926
	Iteration 20F: 3 clusters Score -4733000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4733008.500000 Penalty: 5124.648926
	Iteration 21Q: 3 clusters Score -4733008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4733031.500000 Penalty: 5124.648926
	Iteration 22Q: 3 clusters Score -4733032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4733055.500000 Penalty: 5124.648926
	Iteration 23Q: 3 clusters Score -4733056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4733072.500000 Penalty: 5124.648926
	Iteration 24Q: 3 clusters Score -4733072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -4733089.000000 Penalty: 5124.648926
	Iteration 25Q: 3 clusters Score -4733089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4733099.500000 Penalty: 5124.648926
	Iteration 26Q: 3 clusters Score -4733100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4733109.500000 Penalty: 5124.648926
	Iteration 27Q: 3 clusters Score -4733110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4733106.500000 Penalty: 5124.648926
	Iteration 28Q: 3 clusters Score -4733106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4733115.000000 Penalty: 5124.648926
	Iteration 29Q: 3 clusters Score -4733115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4733116.000000 Penalty: 5124.648926
	Iteration 30Q: 3 clusters Score -4733116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4733124.000000 Penalty: 5124.648926
	Iteration 31Q: 3 clusters Score -4733124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4733126.000000 Penalty: 5124.648926
	Iteration 32Q: 3 clusters Score -4733126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4733129.500000 Penalty: 5124.648926
	Iteration 33Q: 3 clusters Score -4733130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4733128.000000 Penalty: 5124.648926
	Iteration 34Q: 3 clusters Score -4733128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4733136.000000 Penalty: 5124.648926
	Iteration 35Q: 3 clusters Score -4733136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4733136.500000 Penalty: 5124.648926
	Iteration 36Q: 3 clusters Score -4733136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4733136.500000 Penalty: 5124.648926
	Iteration 37Q: 3 clusters Score -4733136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4733138.000000 Penalty: 5124.648926
	Iteration 38Q: 3 clusters Score -4733138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4733137.000000 Penalty: 5124.648926
	Iteration 39Q: 3 clusters Score -4733137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4733137.500000 Penalty: 5124.648926
	Iteration 40F: 3 clusters Score -4733138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4733134.000000 Penalty: 5124.648926
	Iteration 41Q: 3 clusters Score -4733134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4733134.000000 Penalty: 5124.648926
	Iteration 42F: 3 clusters Score -4733134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -716990.000000 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -716990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -712584.250000 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -712584.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -713636.875000 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -713636.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -713868.812500 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -713868.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -714000.562500 Penalty: 4208.191406
	Iteration 3Q: 3 clusters Score -714000.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -714085.250000 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -714085.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -714156.437500 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -714156.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -714225.750000 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -714225.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -714297.062500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -714297.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -714369.750000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -714369.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -714445.062500 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -714445.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -714507.312500 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -714507.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -714568.375000 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -714568.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -714655.875000 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -714655.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -714739.812500 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -714739.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -714814.375000 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -714814.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -714874.687500 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -714874.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -714942.187500 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -714942.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -714994.625000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -714994.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -715038.000000 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -715038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -715075.375000 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -715075.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -715105.812500 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -715105.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -715130.187500 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -715130.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -715159.437500 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -715159.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -715185.437500 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -715185.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -715205.125000 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -715205.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -715219.312500 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -715219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -715232.250000 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -715232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -715241.125000 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -715241.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -715251.937500 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -715251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -715261.125000 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -715261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -715268.375000 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -715268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -715272.687500 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -715272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -715281.437500 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -715281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -715284.562500 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -715284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -715286.750000 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -715286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -715288.062500 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -715288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -715292.187500 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -715292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -715295.500000 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -715295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -715298.375000 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -715298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -715299.875000 Penalty: 4208.191406
	Iteration 39Q: 3 clusters Score -715299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -715299.875000 Penalty: 4208.191406
	Iteration 40F: 3 clusters Score -715299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Entering Unmasked Estep 
Score: -7904250.000000 Penalty: 2688.458984
	Iteration 0F: 2 clusters Score -7904250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -7869817.500000 Penalty: 5376.917969
	Iteration 0F: 3 clusters Score -7869818 nChanged 23585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -7883177.000000 Penalty: 5376.917969
	Iteration 1F: 3 clusters Score -7883177 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -7883832.000000 Penalty: 5376.917969
	Iteration 2Q: 3 clusters Score -7883832 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7884703.500000 Penalty: 5376.917969
	Iteration 3Q: 3 clusters Score -7884704 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -7885891.500000 Penalty: 5376.917969
	Iteration 4Q: 3 clusters Score -7885892 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -7887825.500000 Penalty: 5376.917969
	Iteration 5F: 3 clusters Score -7887826 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -7890765.500000 Penalty: 5376.917969
	Iteration 6F: 3 clusters Score -7890766 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -7894271.000000 Penalty: 5376.917969
	Iteration 7F: 3 clusters Score -7894271 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -7897257.000000 Penalty: 5376.917969
	Iteration 8F: 3 clusters Score -7897257 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7899414.500000 Penalty: 5376.917969
	Iteration 9Q: 3 clusters Score -7899414 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7900679.500000 Penalty: 5376.917969
	Iteration 10Q: 3 clusters Score -7900680 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7901379.000000 Penalty: 5376.917969
	Iteration 11Q: 3 clusters Score -7901379 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7901685.500000 Penalty: 5376.917969
	Iteration 12Q: 3 clusters Score -7901686 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7901866.500000 Penalty: 5376.917969
	Iteration 13Q: 3 clusters Score -7901866 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7901957.000000 Penalty: 5376.917969
	Iteration 14Q: 3 clusters Score -7901957 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7902020.000000 Penalty: 5376.917969
	Iteration 15Q: 3 clusters Score -7902020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7902062.500000 Penalty: 5376.917969
	Iteration 16Q: 3 clusters Score -7902062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7902093.000000 Penalty: 5376.917969
	Iteration 17Q: 3 clusters Score -7902093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7902130.500000 Penalty: 5376.917969
	Iteration 18Q: 3 clusters Score -7902130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7902151.500000 Penalty: 5376.917969
	Iteration 19Q: 3 clusters Score -7902152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7902172.000000 Penalty: 5376.917969
	Iteration 20F: 3 clusters Score -7902172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7902205.500000 Penalty: 5376.917969
	Iteration 21Q: 3 clusters Score -7902206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7902234.000000 Penalty: 5376.917969
	Iteration 22Q: 3 clusters Score -7902234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7902241.000000 Penalty: 5376.917969
	Iteration 23Q: 3 clusters Score -7902241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7902248.500000 Penalty: 5376.917969
	Iteration 24Q: 3 clusters Score -7902248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7902263.000000 Penalty: 5376.917969
	Iteration 25Q: 3 clusters Score -7902263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7902272.000000 Penalty: 5376.917969
	Iteration 26Q: 3 clusters Score -7902272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7902274.500000 Penalty: 5376.917969
	Iteration 27Q: 3 clusters Score -7902274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7902282.000000 Penalty: 5376.917969
	Iteration 28Q: 3 clusters Score -7902282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7902280.000000 Penalty: 5376.917969
	Iteration 29Q: 3 clusters Score -7902280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7902277.500000 Penalty: 5376.917969
	Iteration 30Q: 3 clusters Score -7902278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7902282.000000 Penalty: 5376.917969
	Iteration 31Q: 3 clusters Score -7902282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7902284.000000 Penalty: 5376.917969
	Iteration 32Q: 3 clusters Score -7902284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7902285.500000 Penalty: 5376.917969
	Iteration 33Q: 3 clusters Score -7902286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7902278.000000 Penalty: 5376.917969
	Iteration 34Q: 3 clusters Score -7902278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7902275.500000 Penalty: 5376.917969
	Iteration 35Q: 3 clusters Score -7902276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7902275.500000 Penalty: 5376.917969
	Iteration 36F: 3 clusters Score -7902276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Entering Unmasked Estep 
Score: -3091487.500000 Penalty: 2460.793701
	Iteration 0F: 2 clusters Score -3091488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3077106.250000 Penalty: 4921.587402
	Iteration 0F: 3 clusters Score -3077106 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3081753.250000 Penalty: 4921.587402
	Iteration 1F: 3 clusters Score -3081753 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3082041.250000 Penalty: 4921.587402
	Iteration 2Q: 3 clusters Score -3082041 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3082272.250000 Penalty: 4921.587402
	Iteration 3Q: 3 clusters Score -3082272 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3082480.000000 Penalty: 4921.587402
	Iteration 4Q: 3 clusters Score -3082480 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3082662.000000 Penalty: 4921.587402
	Iteration 5Q: 3 clusters Score -3082662 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3082821.000000 Penalty: 4921.587402
	Iteration 6Q: 3 clusters Score -3082821 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3082964.500000 Penalty: 4921.587402
	Iteration 7Q: 3 clusters Score -3082964 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3083142.250000 Penalty: 4921.587402
	Iteration 8Q: 3 clusters Score -3083142 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3083340.500000 Penalty: 4921.587402
	Iteration 9Q: 3 clusters Score -3083340 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3083628.000000 Penalty: 4921.587402
	Iteration 10Q: 3 clusters Score -3083628 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3084071.500000 Penalty: 4921.587402
	Iteration 11Q: 3 clusters Score -3084072 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3084836.000000 Penalty: 4921.587402
	Iteration 12F: 3 clusters Score -3084836 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3085906.000000 Penalty: 4921.587402
	Iteration 13F: 3 clusters Score -3085906 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3087101.750000 Penalty: 4921.587402
	Iteration 14F: 3 clusters Score -3087102 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3088094.500000 Penalty: 4921.587402
	Iteration 15F: 3 clusters Score -3088094 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3088731.250000 Penalty: 4921.587402
	Iteration 16Q: 3 clusters Score -3088731 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3089048.750000 Penalty: 4921.587402
	Iteration 17Q: 3 clusters Score -3089049 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3089258.750000 Penalty: 4921.587402
	Iteration 18Q: 3 clusters Score -3089259 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3089380.000000 Penalty: 4921.587402
	Iteration 19Q: 3 clusters Score -3089380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3089472.500000 Penalty: 4921.587402
	Iteration 20F: 3 clusters Score -3089472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3089539.000000 Penalty: 4921.587402
	Iteration 21Q: 3 clusters Score -3089539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3089572.000000 Penalty: 4921.587402
	Iteration 22Q: 3 clusters Score -3089572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3089599.750000 Penalty: 4921.587402
	Iteration 23Q: 3 clusters Score -3089600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3089612.750000 Penalty: 4921.587402
	Iteration 24Q: 3 clusters Score -3089613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3089621.000000 Penalty: 4921.587402
	Iteration 25Q: 3 clusters Score -3089621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3089628.500000 Penalty: 4921.587402
	Iteration 26Q: 3 clusters Score -3089628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3089633.500000 Penalty: 4921.587402
	Iteration 27Q: 3 clusters Score -3089634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3089640.250000 Penalty: 4921.587402
	Iteration 28Q: 3 clusters Score -3089640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3089648.250000 Penalty: 4921.587402
	Iteration 29Q: 3 clusters Score -3089648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3089643.500000 Penalty: 4921.587402
	Iteration 30Q: 3 clusters Score -3089644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3089643.750000 Penalty: 4921.587402
	Iteration 31Q: 3 clusters Score -3089644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3089651.750000 Penalty: 4921.587402
	Iteration 32Q: 3 clusters Score -3089652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3089654.250000 Penalty: 4921.587402
	Iteration 33Q: 3 clusters Score -3089654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3089657.250000 Penalty: 4921.587402
	Iteration 34Q: 3 clusters Score -3089657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3089661.250000 Penalty: 4921.587402
	Iteration 35Q: 3 clusters Score -3089661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3089659.250000 Penalty: 4921.587402
	Iteration 36Q: 3 clusters Score -3089659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3089659.250000 Penalty: 4921.587402
	Iteration 37F: 3 clusters Score -3089659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -1044271.750000 Penalty: 2197.720215
	Iteration 0F: 2 clusters Score -1044272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1038506.125000 Penalty: 4395.440430
	Iteration 0F: 3 clusters Score -1038506 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1040069.375000 Penalty: 4395.440430
	Iteration 1F: 3 clusters Score -1040069 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1040394.000000 Penalty: 4395.440430
	Iteration 2F: 3 clusters Score -1040394 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1040684.937500 Penalty: 4395.440430
	Iteration 3F: 3 clusters Score -1040685 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1040899.375000 Penalty: 4395.440430
	Iteration 4Q: 3 clusters Score -1040899 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1041074.312500 Penalty: 4395.440430
	Iteration 5Q: 3 clusters Score -1041074 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1041224.437500 Penalty: 4395.440430
	Iteration 6Q: 3 clusters Score -1041224 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1041376.500000 Penalty: 4395.440430
	Iteration 7Q: 3 clusters Score -1041376 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1041550.937500 Penalty: 4395.440430
	Iteration 8Q: 3 clusters Score -1041551 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1041685.250000 Penalty: 4395.440430
	Iteration 9Q: 3 clusters Score -1041685 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1041823.937500 Penalty: 4395.440430
	Iteration 10Q: 3 clusters Score -1041824 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1041960.625000 Penalty: 4395.440430
	Iteration 11Q: 3 clusters Score -1041961 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1042098.562500 Penalty: 4395.440430
	Iteration 12Q: 3 clusters Score -1042099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1042232.062500 Penalty: 4395.440430
	Iteration 13Q: 3 clusters Score -1042232 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1042402.312500 Penalty: 4395.440430
	Iteration 14Q: 3 clusters Score -1042402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1042551.875000 Penalty: 4395.440430
	Iteration 15Q: 3 clusters Score -1042552 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1042674.125000 Penalty: 4395.440430
	Iteration 16Q: 3 clusters Score -1042674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1042788.750000 Penalty: 4395.440430
	Iteration 17Q: 3 clusters Score -1042789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1042895.437500 Penalty: 4395.440430
	Iteration 18Q: 3 clusters Score -1042895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1042970.125000 Penalty: 4395.440430
	Iteration 19Q: 3 clusters Score -1042970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1043036.250000 Penalty: 4395.440430
	Iteration 20F: 3 clusters Score -1043036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1043101.187500 Penalty: 4395.440430
	Iteration 21Q: 3 clusters Score -1043101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1043140.687500 Penalty: 4395.440430
	Iteration 22Q: 3 clusters Score -1043141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1043172.625000 Penalty: 4395.440430
	Iteration 23Q: 3 clusters Score -1043173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1043201.437500 Penalty: 4395.440430
	Iteration 24Q: 3 clusters Score -1043201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1043224.125000 Penalty: 4395.440430
	Iteration 25Q: 3 clusters Score -1043224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1043244.562500 Penalty: 4395.440430
	Iteration 26Q: 3 clusters Score -1043245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1043253.812500 Penalty: 4395.440430
	Iteration 27Q: 3 clusters Score -1043254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1043258.687500 Penalty: 4395.440430
	Iteration 28Q: 3 clusters Score -1043259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1043262.125000 Penalty: 4395.440430
	Iteration 29Q: 3 clusters Score -1043262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1043265.687500 Penalty: 4395.440430
	Iteration 30Q: 3 clusters Score -1043266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1043268.812500 Penalty: 4395.440430
	Iteration 31Q: 3 clusters Score -1043269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1043271.187500 Penalty: 4395.440430
	Iteration 32Q: 3 clusters Score -1043271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1043274.562500 Penalty: 4395.440430
	Iteration 33Q: 3 clusters Score -1043275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1043276.937500 Penalty: 4395.440430
	Iteration 34Q: 3 clusters Score -1043277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1043277.500000 Penalty: 4395.440430
	Iteration 35Q: 3 clusters Score -1043278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1043279.125000 Penalty: 4395.440430
	Iteration 36Q: 3 clusters Score -1043279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1043283.687500 Penalty: 4395.440430
	Iteration 37Q: 3 clusters Score -1043284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1043292.437500 Penalty: 4395.440430
	Iteration 38Q: 3 clusters Score -1043292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1043293.125000 Penalty: 4395.440430
	Iteration 39Q: 3 clusters Score -1043293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1043292.250000 Penalty: 4395.440430
	Iteration 40F: 3 clusters Score -1043292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1043293.687500 Penalty: 4395.440430
	Iteration 41Q: 3 clusters Score -1043294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1043293.937500 Penalty: 4395.440430
	Iteration 42Q: 3 clusters Score -1043294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1043295.625000 Penalty: 4395.440430
	Iteration 43Q: 3 clusters Score -1043296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1043293.687500 Penalty: 4395.440430
	Iteration 44Q: 3 clusters Score -1043294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1043295.250000 Penalty: 4395.440430
	Iteration 45Q: 3 clusters Score -1043295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1043297.312500 Penalty: 4395.440430
	Iteration 46Q: 3 clusters Score -1043297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1043297.375000 Penalty: 4395.440430
	Iteration 47Q: 3 clusters Score -1043297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1043297.687500 Penalty: 4395.440430
	Iteration 48Q: 3 clusters Score -1043298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1043298.875000 Penalty: 4395.440430
	Iteration 49Q: 3 clusters Score -1043299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1043302.312500 Penalty: 4395.440430
	Iteration 50Q: 3 clusters Score -1043302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1043302.312500 Penalty: 4395.440430
	Iteration 51F: 3 clusters Score -1043302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -345075.781250 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345075.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -345737.312500 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345737.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -345922.406250 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -345922.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346062.187500 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346062.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -346175.625000 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346175.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -346264.375000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346264.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346331.937500 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346331.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -346399.718750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346399.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -346488.718750 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346488.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -346565.656250 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346565.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -346652.437500 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346652.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -346715.843750 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346715.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -346777.843750 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346777.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -346831.031250 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346882.156250 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346882.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -346923.031250 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346956.250000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346956.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -346980.125000 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346980.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -347001.312500 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -347001.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347021.125000 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -347021.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -347036.000000 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -347036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -347053.968750 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -347054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -347066.187500 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -347066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -347075.375000 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -347075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -347087.218750 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -347087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -347095.343750 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -347095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347098.687500 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -347098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347100.500000 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -347100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347102.312500 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -347102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347106.093750 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -347106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347108.281250 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -347108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -347109.281250 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -347109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347110.312500 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -347110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347111.812500 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -347111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -347112.937500 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -347112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347115.687500 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -347115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -347117.281250 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -347117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347117.812500 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -347117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347117.812500 Penalty: 3919.083008
	Iteration 38F: 3 clusters Score -347117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -1008254.812500 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -1008255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1002744.812500 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -1002745 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1004056.500000 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -1004056 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1004295.375000 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -1004295 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1004473.375000 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -1004473 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1004601.687500 Penalty: 4360.426270
	Iteration 4Q: 3 clusters Score -1004602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1004682.250000 Penalty: 4360.426270
	Iteration 5Q: 3 clusters Score -1004682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1004748.000000 Penalty: 4360.426270
	Iteration 6Q: 3 clusters Score -1004748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1004806.875000 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -1004807 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1004848.500000 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -1004848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1004885.625000 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -1004886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1004924.687500 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -1004925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1004964.062500 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -1004964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1005002.000000 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -1005002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1005037.375000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -1005037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1005072.500000 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -1005072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1005103.187500 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -1005103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1005129.187500 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -1005129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1005153.750000 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -1005154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1005183.437500 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -1005183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1005216.187500 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -1005216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1005246.562500 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -1005247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1005272.250000 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -1005272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1005309.125000 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -1005309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1005349.937500 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -1005350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1005394.125000 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -1005394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1005446.312500 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -1005446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1005496.062500 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -1005496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1005551.500000 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -1005552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1005598.125000 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -1005598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1005645.625000 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -1005646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1005709.125000 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -1005709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1005784.562500 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -1005785 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1005873.250000 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -1005873 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1005977.750000 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -1005978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1006113.062500 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -1006113 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1006243.500000 Penalty: 4360.426270
	Iteration 35Q: 3 clusters Score -1006244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1006312.250000 Penalty: 4360.426270
	Iteration 36Q: 3 clusters Score -1006312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1006361.625000 Penalty: 4360.426270
	Iteration 37Q: 3 clusters Score -1006362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1006405.812500 Penalty: 4360.426270
	Iteration 38Q: 3 clusters Score -1006406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1006445.750000 Penalty: 4360.426270
	Iteration 39Q: 3 clusters Score -1006446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1006470.687500 Penalty: 4360.426270
	Iteration 40F: 3 clusters Score -1006471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1006488.812500 Penalty: 4360.426270
	Iteration 41Q: 3 clusters Score -1006489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1006499.500000 Penalty: 4360.426270
	Iteration 42Q: 3 clusters Score -1006500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1006511.812500 Penalty: 4360.426270
	Iteration 43Q: 3 clusters Score -1006512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1006520.375000 Penalty: 4360.426270
	Iteration 44Q: 3 clusters Score -1006520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1006526.187500 Penalty: 4360.426270
	Iteration 45Q: 3 clusters Score -1006526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1006533.875000 Penalty: 4360.426270
	Iteration 46Q: 3 clusters Score -1006534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1006540.812500 Penalty: 4360.426270
	Iteration 47Q: 3 clusters Score -1006541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1006542.062500 Penalty: 4360.426270
	Iteration 48Q: 3 clusters Score -1006542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1006545.500000 Penalty: 4360.426270
	Iteration 49Q: 3 clusters Score -1006546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1006549.937500 Penalty: 4360.426270
	Iteration 50Q: 3 clusters Score -1006550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1006551.187500 Penalty: 4360.426270
	Iteration 51Q: 3 clusters Score -1006551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1006553.937500 Penalty: 4360.426270
	Iteration 52Q: 3 clusters Score -1006554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1006553.187500 Penalty: 4360.426270
	Iteration 53Q: 3 clusters Score -1006553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1006553.812500 Penalty: 4360.426270
	Iteration 54Q: 3 clusters Score -1006554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1006553.812500 Penalty: 4360.426270
	Iteration 55F: 3 clusters Score -1006554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Entering Unmasked Estep 
Score: -9350890.000000 Penalty: 2728.640625
	Iteration 0F: 2 clusters Score -9350890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -9310393.000000 Penalty: 5457.281250
	Iteration 0F: 3 clusters Score -9310393 nChanged 28077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -9326084.000000 Penalty: 5457.281250
	Iteration 1F: 3 clusters Score -9326084 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9326714.000000 Penalty: 5457.281250
	Iteration 2Q: 3 clusters Score -9326714 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -9327325.000000 Penalty: 5457.281250
	Iteration 3Q: 3 clusters Score -9327325 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -9328096.000000 Penalty: 5457.281250
	Iteration 4Q: 3 clusters Score -9328096 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9329141.000000 Penalty: 5457.281250
	Iteration 5Q: 3 clusters Score -9329141 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -9330811.000000 Penalty: 5457.281250
	Iteration 6F: 3 clusters Score -9330811 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -9333474.000000 Penalty: 5457.281250
	Iteration 7F: 3 clusters Score -9333474 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -9337321.000000 Penalty: 5457.281250
	Iteration 8F: 3 clusters Score -9337321 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -9341788.000000 Penalty: 5457.281250
	Iteration 9F: 3 clusters Score -9341788 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9345317.000000 Penalty: 5457.281250
	Iteration 10F: 3 clusters Score -9345317 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9347241.000000 Penalty: 5457.281250
	Iteration 11Q: 3 clusters Score -9347241 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9347913.000000 Penalty: 5457.281250
	Iteration 12Q: 3 clusters Score -9347913 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9348163.000000 Penalty: 5457.281250
	Iteration 13Q: 3 clusters Score -9348163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9348277.000000 Penalty: 5457.281250
	Iteration 14Q: 3 clusters Score -9348277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9348330.000000 Penalty: 5457.281250
	Iteration 15Q: 3 clusters Score -9348330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9348360.000000 Penalty: 5457.281250
	Iteration 16Q: 3 clusters Score -9348360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9348385.000000 Penalty: 5457.281250
	Iteration 17Q: 3 clusters Score -9348385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9348399.000000 Penalty: 5457.281250
	Iteration 18Q: 3 clusters Score -9348399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9348404.000000 Penalty: 5457.281250
	Iteration 19Q: 3 clusters Score -9348404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9348408.000000 Penalty: 5457.281250
	Iteration 20F: 3 clusters Score -9348408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9348408.000000 Penalty: 5457.281250
	Iteration 21Q: 3 clusters Score -9348408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9348408.000000 Penalty: 5457.281250
	Iteration 22Q: 3 clusters Score -9348408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9348420.000000 Penalty: 5457.281250
	Iteration 23Q: 3 clusters Score -9348420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9348421.000000 Penalty: 5457.281250
	Iteration 24Q: 3 clusters Score -9348421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9348422.000000 Penalty: 5457.281250
	Iteration 25Q: 3 clusters Score -9348422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9348424.000000 Penalty: 5457.281250
	Iteration 26Q: 3 clusters Score -9348424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9348435.000000 Penalty: 5457.281250
	Iteration 27Q: 3 clusters Score -9348435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9348434.000000 Penalty: 5457.281250
	Iteration 28Q: 3 clusters Score -9348434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9348434.000000 Penalty: 5457.281250
	Iteration 29F: 3 clusters Score -9348434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -439214.218750 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -439214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435840.968750 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -435841 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -436526.687500 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -436526.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -436716.625000 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -436716.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -436848.500000 Penalty: 3999.591797
	Iteration 3Q: 3 clusters Score -436848.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -436991.468750 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -436991.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437171.218750 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -437171.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -437327.531250 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -437327.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -437484.125000 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -437484.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -437683.000000 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -437683 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437886.406250 Penalty: 3999.591797
	Iteration 9F: 3 clusters Score -437886.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -438102.062500 Penalty: 3999.591797
	Iteration 10F: 3 clusters Score -438102.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -438285.218750 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -438285.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -438397.875000 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -438397.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -438441.656250 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -438441.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -438469.812500 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -438469.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -438486.656250 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -438486.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -438499.593750 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -438499.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -438504.656250 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -438504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -438507.656250 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -438507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -438510.625000 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -438510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -438511.218750 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -438511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438511.812500 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -438511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -438512.125000 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -438512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -438513.062500 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -438513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -438514.218750 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -438514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -438514.218750 Penalty: 3999.591797
	Iteration 25F: 3 clusters Score -438514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41275.843750 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41275.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41564.222656 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41564.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41719.851562 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41719.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41891.433594 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -41891.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42117.757812 Penalty: 2916.744385
	Iteration 4F: 3 clusters Score -42117.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42267.835938 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42267.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42316.312500 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42316.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42356.019531 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42356.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42360.453125 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42360.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42364.121094 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42364.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42366.089844 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42366.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42366.089844 Penalty: 2916.744385
	Iteration 11F: 3 clusters Score -42366.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Entering Unmasked Estep 
Score: -16360399.000000 Penalty: 2870.238037
	Iteration 0F: 2 clusters Score -1.63604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -16290279.000000 Penalty: 5740.476074
	Iteration 0F: 3 clusters Score -1.629028e+07 nChanged 50520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -16319800.000000 Penalty: 5740.476074
	Iteration 1F: 3 clusters Score -1.63198e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -16322031.000000 Penalty: 5740.476074
	Iteration 2Q: 3 clusters Score -1.632203e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -16325460.000000 Penalty: 5740.476074
	Iteration 3F: 3 clusters Score -1.632546e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -16330513.000000 Penalty: 5740.476074
	Iteration 4F: 3 clusters Score -1.633051e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -16337417.000000 Penalty: 5740.476074
	Iteration 5F: 3 clusters Score -1.633742e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -16345666.000000 Penalty: 5740.476074
	Iteration 6F: 3 clusters Score -1.634567e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -16351792.000000 Penalty: 5740.476074
	Iteration 7F: 3 clusters Score -1.635179e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -16354114.000000 Penalty: 5740.476074
	Iteration 8Q: 3 clusters Score -1.635411e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -16354879.000000 Penalty: 5740.476074
	Iteration 9Q: 3 clusters Score -1.635488e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -16355364.000000 Penalty: 5740.476074
	Iteration 10Q: 3 clusters Score -1.635536e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -16355649.000000 Penalty: 5740.476074
	Iteration 11Q: 3 clusters Score -1.635565e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -16355884.000000 Penalty: 5740.476074
	Iteration 12Q: 3 clusters Score -1.635588e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -16356046.000000 Penalty: 5740.476074
	Iteration 13Q: 3 clusters Score -1.635605e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -16356199.000000 Penalty: 5740.476074
	Iteration 14Q: 3 clusters Score -1.63562e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -16356349.000000 Penalty: 5740.476074
	Iteration 15Q: 3 clusters Score -1.635635e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -16356510.000000 Penalty: 5740.476074
	Iteration 16Q: 3 clusters Score -1.635651e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -16356695.000000 Penalty: 5740.476074
	Iteration 17Q: 3 clusters Score -1.63567e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -16356757.000000 Penalty: 5740.476074
	Iteration 18Q: 3 clusters Score -1.635676e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -16356811.000000 Penalty: 5740.476074
	Iteration 19Q: 3 clusters Score -1.635681e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -16356900.000000 Penalty: 5740.476074
	Iteration 20F: 3 clusters Score -1.63569e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -16356984.000000 Penalty: 5740.476074
	Iteration 21Q: 3 clusters Score -1.635698e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -16357121.000000 Penalty: 5740.476074
	Iteration 22Q: 3 clusters Score -1.635712e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -16357168.000000 Penalty: 5740.476074
	Iteration 23Q: 3 clusters Score -1.635717e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -16357268.000000 Penalty: 5740.476074
	Iteration 24Q: 3 clusters Score -1.635727e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -16357365.000000 Penalty: 5740.476074
	Iteration 25Q: 3 clusters Score -1.635736e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -16357419.000000 Penalty: 5740.476074
	Iteration 26Q: 3 clusters Score -1.635742e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -16357502.000000 Penalty: 5740.476074
	Iteration 27Q: 3 clusters Score -1.63575e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -16357560.000000 Penalty: 5740.476074
	Iteration 28Q: 3 clusters Score -1.635756e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -16357601.000000 Penalty: 5740.476074
	Iteration 29Q: 3 clusters Score -1.63576e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -16357632.000000 Penalty: 5740.476074
	Iteration 30Q: 3 clusters Score -1.635763e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -16357736.000000 Penalty: 5740.476074
	Iteration 31Q: 3 clusters Score -1.635774e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -16357795.000000 Penalty: 5740.476074
	Iteration 32Q: 3 clusters Score -1.63578e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -16357867.000000 Penalty: 5740.476074
	Iteration 33Q: 3 clusters Score -1.635787e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -16357965.000000 Penalty: 5740.476074
	Iteration 34Q: 3 clusters Score -1.635796e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -16358099.000000 Penalty: 5740.476074
	Iteration 35Q: 3 clusters Score -1.63581e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -16358200.000000 Penalty: 5740.476074
	Iteration 36Q: 3 clusters Score -1.63582e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -16358283.000000 Penalty: 5740.476074
	Iteration 37Q: 3 clusters Score -1.635828e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -16358295.000000 Penalty: 5740.476074
	Iteration 38Q: 3 clusters Score -1.63583e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -16358354.000000 Penalty: 5740.476074
	Iteration 39Q: 3 clusters Score -1.635835e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -16358388.000000 Penalty: 5740.476074
	Iteration 40F: 3 clusters Score -1.635839e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -16358460.000000 Penalty: 5740.476074
	Iteration 41Q: 3 clusters Score -1.635846e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -16358514.000000 Penalty: 5740.476074
	Iteration 42Q: 3 clusters Score -1.635851e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -16358549.000000 Penalty: 5740.476074
	Iteration 43Q: 3 clusters Score -1.635855e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -16358571.000000 Penalty: 5740.476074
	Iteration 44Q: 3 clusters Score -1.635857e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -16358607.000000 Penalty: 5740.476074
	Iteration 45Q: 3 clusters Score -1.635861e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -16358629.000000 Penalty: 5740.476074
	Iteration 46Q: 3 clusters Score -1.635863e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -16358635.000000 Penalty: 5740.476074
	Iteration 47Q: 3 clusters Score -1.635864e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -16358625.000000 Penalty: 5740.476074
	Iteration 48Q: 3 clusters Score -1.635862e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -16358619.000000 Penalty: 5740.476074
	Iteration 49Q: 3 clusters Score -1.635862e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -16358654.000000 Penalty: 5740.476074
	Iteration 50Q: 3 clusters Score -1.635865e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -16358687.000000 Penalty: 5740.476074
	Iteration 51Q: 3 clusters Score -1.635869e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -16358725.000000 Penalty: 5740.476074
	Iteration 52Q: 3 clusters Score -1.635872e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -16358729.000000 Penalty: 5740.476074
	Iteration 53Q: 3 clusters Score -1.635873e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -16358709.000000 Penalty: 5740.476074
	Iteration 54Q: 3 clusters Score -1.635871e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -16358734.000000 Penalty: 5740.476074
	Iteration 55Q: 3 clusters Score -1.635873e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -16358753.000000 Penalty: 5740.476074
	Iteration 56Q: 3 clusters Score -1.635875e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -16358779.000000 Penalty: 5740.476074
	Iteration 57Q: 3 clusters Score -1.635878e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -16358858.000000 Penalty: 5740.476074
	Iteration 58Q: 3 clusters Score -1.635886e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -16358907.000000 Penalty: 5740.476074
	Iteration 59Q: 3 clusters Score -1.635891e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -16358913.000000 Penalty: 5740.476074
	Iteration 60F: 3 clusters Score -1.635891e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -16358953.000000 Penalty: 5740.476074
	Iteration 61Q: 3 clusters Score -1.635895e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -16358955.000000 Penalty: 5740.476074
	Iteration 62Q: 3 clusters Score -1.635896e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -16358982.000000 Penalty: 5740.476074
	Iteration 63Q: 3 clusters Score -1.635898e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -16358982.000000 Penalty: 5740.476074
	Iteration 64Q: 3 clusters Score -1.635898e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -16358967.000000 Penalty: 5740.476074
	Iteration 65Q: 3 clusters Score -1.635897e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -16358982.000000 Penalty: 5740.476074
	Iteration 66Q: 3 clusters Score -1.635898e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -16358974.000000 Penalty: 5740.476074
	Iteration 67Q: 3 clusters Score -1.635897e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -16358952.000000 Penalty: 5740.476074
	Iteration 68Q: 3 clusters Score -1.635895e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -16358959.000000 Penalty: 5740.476074
	Iteration 69Q: 3 clusters Score -1.635896e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -16359011.000000 Penalty: 5740.476074
	Iteration 70Q: 3 clusters Score -1.635901e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -16359041.000000 Penalty: 5740.476074
	Iteration 71Q: 3 clusters Score -1.635904e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -16359062.000000 Penalty: 5740.476074
	Iteration 72Q: 3 clusters Score -1.635906e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -16359055.000000 Penalty: 5740.476074
	Iteration 73Q: 3 clusters Score -1.635906e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -16359065.000000 Penalty: 5740.476074
	Iteration 74Q: 3 clusters Score -1.635906e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 94698 members 
Entering Unmasked Estep 
Score: -16359085.000000 Penalty: 5740.476074
	Iteration 75Q: 3 clusters Score -1.635908e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -16359118.000000 Penalty: 5740.476074
	Iteration 76Q: 3 clusters Score -1.635912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -16359091.000000 Penalty: 5740.476074
	Iteration 77Q: 3 clusters Score -1.635909e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -16359104.000000 Penalty: 5740.476074
	Iteration 78Q: 3 clusters Score -1.63591e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -16359126.000000 Penalty: 5740.476074
	Iteration 79Q: 3 clusters Score -1.635913e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -16359114.000000 Penalty: 5740.476074
	Iteration 80F: 3 clusters Score -1.635911e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -16359143.000000 Penalty: 5740.476074
	Iteration 81Q: 3 clusters Score -1.635914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -16359175.000000 Penalty: 5740.476074
	Iteration 82Q: 3 clusters Score -1.635918e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -16359175.000000 Penalty: 5740.476074
	Iteration 83Q: 3 clusters Score -1.635918e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -16359178.000000 Penalty: 5740.476074
	Iteration 84Q: 3 clusters Score -1.635918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -16359182.000000 Penalty: 5740.476074
	Iteration 85Q: 3 clusters Score -1.635918e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -16359198.000000 Penalty: 5740.476074
	Iteration 86Q: 3 clusters Score -1.63592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -16359197.000000 Penalty: 5740.476074
	Iteration 87Q: 3 clusters Score -1.63592e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -16359187.000000 Penalty: 5740.476074
	Iteration 88Q: 3 clusters Score -1.635919e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -16359207.000000 Penalty: 5740.476074
	Iteration 89Q: 3 clusters Score -1.635921e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -16359189.000000 Penalty: 5740.476074
	Iteration 90Q: 3 clusters Score -1.635919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -16359206.000000 Penalty: 5740.476074
	Iteration 91Q: 3 clusters Score -1.635921e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -16359206.000000 Penalty: 5740.476074
	Iteration 92Q: 3 clusters Score -1.635921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -16359202.000000 Penalty: 5740.476074
	Iteration 93Q: 3 clusters Score -1.63592e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -16359201.000000 Penalty: 5740.476074
	Iteration 94Q: 3 clusters Score -1.63592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -16359188.000000 Penalty: 5740.476074
	Iteration 95Q: 3 clusters Score -1.635919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -16359196.000000 Penalty: 5740.476074
	Iteration 96Q: 3 clusters Score -1.63592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -16359211.000000 Penalty: 5740.476074
	Iteration 97Q: 3 clusters Score -1.635921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -16359229.000000 Penalty: 5740.476074
	Iteration 98Q: 3 clusters Score -1.635923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -16359230.000000 Penalty: 5740.476074
	Iteration 99Q: 3 clusters Score -1.635923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -16359229.000000 Penalty: 5740.476074
	Iteration 100F: 3 clusters Score -1.635923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -16359220.000000 Penalty: 5740.476074
	Iteration 101Q: 3 clusters Score -1.635922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -16359223.000000 Penalty: 5740.476074
	Iteration 102Q: 3 clusters Score -1.635922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -16359230.000000 Penalty: 5740.476074
	Iteration 103Q: 3 clusters Score -1.635923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -16359244.000000 Penalty: 5740.476074
	Iteration 104Q: 3 clusters Score -1.635924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -16359234.000000 Penalty: 5740.476074
	Iteration 105Q: 3 clusters Score -1.635923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -16359230.000000 Penalty: 5740.476074
	Iteration 106Q: 3 clusters Score -1.635923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -16359225.000000 Penalty: 5740.476074
	Iteration 107Q: 3 clusters Score -1.635922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -16359229.000000 Penalty: 5740.476074
	Iteration 108Q: 3 clusters Score -1.635923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -16359234.000000 Penalty: 5740.476074
	Iteration 109Q: 3 clusters Score -1.635923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -16359225.000000 Penalty: 5740.476074
	Iteration 110Q: 3 clusters Score -1.635922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -16359225.000000 Penalty: 5740.476074
	Iteration 111Q: 3 clusters Score -1.635922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -16359226.000000 Penalty: 5740.476074
	Iteration 112Q: 3 clusters Score -1.635923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -16359233.000000 Penalty: 5740.476074
	Iteration 113Q: 3 clusters Score -1.635923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -16359226.000000 Penalty: 5740.476074
	Iteration 114Q: 3 clusters Score -1.635923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -16359217.000000 Penalty: 5740.476074
	Iteration 115Q: 3 clusters Score -1.635922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -16359232.000000 Penalty: 5740.476074
	Iteration 116Q: 3 clusters Score -1.635923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -16359250.000000 Penalty: 5740.476074
	Iteration 117Q: 3 clusters Score -1.635925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 96850 members 
Entering Unmasked Estep 
Score: -16359247.000000 Penalty: 5740.476074
	Iteration 118Q: 3 clusters Score -1.635925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -16359240.000000 Penalty: 5740.476074
	Iteration 119Q: 3 clusters Score -1.635924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -16359239.000000 Penalty: 5740.476074
	Iteration 120F: 3 clusters Score -1.635924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -16359239.000000 Penalty: 5740.476074
	Iteration 121Q: 3 clusters Score -1.635924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -16359231.000000 Penalty: 5740.476074
	Iteration 122Q: 3 clusters Score -1.635923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -16359237.000000 Penalty: 5740.476074
	Iteration 123Q: 3 clusters Score -1.635924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -16359236.000000 Penalty: 5740.476074
	Iteration 124Q: 3 clusters Score -1.635924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -16359242.000000 Penalty: 5740.476074
	Iteration 125Q: 3 clusters Score -1.635924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -16359242.000000 Penalty: 5740.476074
	Iteration 126Q: 3 clusters Score -1.635924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -16359238.000000 Penalty: 5740.476074
	Iteration 127Q: 3 clusters Score -1.635924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -16359237.000000 Penalty: 5740.476074
	Iteration 128Q: 3 clusters Score -1.635924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -16359231.000000 Penalty: 5740.476074
	Iteration 129Q: 3 clusters Score -1.635923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -16359215.000000 Penalty: 5740.476074
	Iteration 130Q: 3 clusters Score -1.635922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -16359226.000000 Penalty: 5740.476074
	Iteration 131Q: 3 clusters Score -1.635923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -16359227.000000 Penalty: 5740.476074
	Iteration 132Q: 3 clusters Score -1.635923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -16359226.000000 Penalty: 5740.476074
	Iteration 133Q: 3 clusters Score -1.635923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -16359222.000000 Penalty: 5740.476074
	Iteration 134Q: 3 clusters Score -1.635922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -16359239.000000 Penalty: 5740.476074
	Iteration 135Q: 3 clusters Score -1.635924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -16359243.000000 Penalty: 5740.476074
	Iteration 136Q: 3 clusters Score -1.635924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -16359239.000000 Penalty: 5740.476074
	Iteration 137Q: 3 clusters Score -1.635924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -16359242.000000 Penalty: 5740.476074
	Iteration 138Q: 3 clusters Score -1.635924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -16359252.000000 Penalty: 5740.476074
	Iteration 139Q: 3 clusters Score -1.635925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -16359242.000000 Penalty: 5740.476074
	Iteration 140F: 3 clusters Score -1.635924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -16359237.000000 Penalty: 5740.476074
	Iteration 141Q: 3 clusters Score -1.635924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -16359237.000000 Penalty: 5740.476074
	Iteration 142F: 3 clusters Score -1.635924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -313822.906250 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -313822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311180.125000 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -311180.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -311651.312500 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -311651.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -311773.906250 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -311773.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -311850.656250 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -311850.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -311898.406250 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -311898.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -311935.750000 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -311935.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -311961.281250 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -311961.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -311978.187500 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -311978.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -311988.843750 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -311988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -311996.656250 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -311996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -312001.437500 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -312001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -312004.906250 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -312004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -312010.281250 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -312010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312012.250000 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -312012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312014.218750 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -312014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312016.468750 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -312016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312018.218750 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -312018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312019.093750 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -312019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312021.875000 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -312021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -312024.625000 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -312024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312026.468750 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -312026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -312027.312500 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -312027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312027.625000 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -312027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312027.625000 Penalty: 3778.408691
	Iteration 23F: 3 clusters Score -312027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -761918.062500 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -761918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -757289.312500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -757289.3 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -758435.812500 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -758435.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -758656.125000 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -758656.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -758791.125000 Penalty: 4240.919922
	Iteration 3Q: 3 clusters Score -758791.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -758880.437500 Penalty: 4240.919922
	Iteration 4Q: 3 clusters Score -758880.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -758960.875000 Penalty: 4240.919922
	Iteration 5Q: 3 clusters Score -758960.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -759062.875000 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -759062.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -759221.625000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -759221.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -759392.625000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -759392.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -759560.687500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -759560.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -759709.812500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -759709.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -759838.750000 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -759838.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -759956.125000 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -759956.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -760053.187500 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -760053.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -760142.437500 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -760142.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -760216.062500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -760216.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -760288.875000 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -760288.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -760350.437500 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -760350.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -760399.000000 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -760399 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -760452.687500 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -760452.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -760496.937500 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -760496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -760524.437500 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -760524.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -760544.625000 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -760544.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -760557.437500 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -760557.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -760572.437500 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -760572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -760581.687500 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -760581.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -760587.250000 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -760587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -760590.375000 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -760590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -760591.937500 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -760591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -760597.687500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -760597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -760601.437500 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -760601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -760605.250000 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -760605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -760609.500000 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -760609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -760611.312500 Penalty: 4240.919922
	Iteration 33Q: 3 clusters Score -760611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -760613.562500 Penalty: 4240.919922
	Iteration 34Q: 3 clusters Score -760613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -760615.187500 Penalty: 4240.919922
	Iteration 35Q: 3 clusters Score -760615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -760616.687500 Penalty: 4240.919922
	Iteration 36Q: 3 clusters Score -760616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -760618.625000 Penalty: 4240.919922
	Iteration 37Q: 3 clusters Score -760618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -760618.625000 Penalty: 4240.919922
	Iteration 38F: 3 clusters Score -760618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Entering Unmasked Estep 
Score: -16562844.000000 Penalty: 2872.417969
	Iteration 0F: 2 clusters Score -1.656284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -16493562.000000 Penalty: 5744.835938
	Iteration 0F: 3 clusters Score -1.649356e+07 nChanged 50933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -16522674.000000 Penalty: 5744.835938
	Iteration 1F: 3 clusters Score -1.652267e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -16523361.000000 Penalty: 5744.835938
	Iteration 2Q: 3 clusters Score -1.652336e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -16523959.000000 Penalty: 5744.835938
	Iteration 3Q: 3 clusters Score -1.652396e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -16524662.000000 Penalty: 5744.835938
	Iteration 4Q: 3 clusters Score -1.652466e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -16525092.000000 Penalty: 5744.835938
	Iteration 5Q: 3 clusters Score -1.652509e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -16525821.000000 Penalty: 5744.835938
	Iteration 6Q: 3 clusters Score -1.652582e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -16526489.000000 Penalty: 5744.835938
	Iteration 7Q: 3 clusters Score -1.652649e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -16527387.000000 Penalty: 5744.835938
	Iteration 8Q: 3 clusters Score -1.652739e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -16528398.000000 Penalty: 5744.835938
	Iteration 9Q: 3 clusters Score -1.65284e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -16529859.000000 Penalty: 5744.835938
	Iteration 10Q: 3 clusters Score -1.652986e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -16531696.000000 Penalty: 5744.835938
	Iteration 11Q: 3 clusters Score -1.65317e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -16534190.000000 Penalty: 5744.835938
	Iteration 12Q: 3 clusters Score -1.653419e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -16537083.000000 Penalty: 5744.835938
	Iteration 13Q: 3 clusters Score -1.653708e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -16540452.000000 Penalty: 5744.835938
	Iteration 14F: 3 clusters Score -1.654045e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -16542938.000000 Penalty: 5744.835938
	Iteration 15Q: 3 clusters Score -1.654294e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -16544229.000000 Penalty: 5744.835938
	Iteration 16Q: 3 clusters Score -1.654423e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -16544762.000000 Penalty: 5744.835938
	Iteration 17Q: 3 clusters Score -1.654476e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -16545032.000000 Penalty: 5744.835938
	Iteration 18Q: 3 clusters Score -1.654503e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -16545190.000000 Penalty: 5744.835938
	Iteration 19Q: 3 clusters Score -1.654519e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -16545279.000000 Penalty: 5744.835938
	Iteration 20F: 3 clusters Score -1.654528e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -16545341.000000 Penalty: 5744.835938
	Iteration 21Q: 3 clusters Score -1.654534e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -16545350.000000 Penalty: 5744.835938
	Iteration 22Q: 3 clusters Score -1.654535e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -16545395.000000 Penalty: 5744.835938
	Iteration 23Q: 3 clusters Score -1.65454e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -16545466.000000 Penalty: 5744.835938
	Iteration 24Q: 3 clusters Score -1.654547e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -16545493.000000 Penalty: 5744.835938
	Iteration 25Q: 3 clusters Score -1.654549e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -16545512.000000 Penalty: 5744.835938
	Iteration 26Q: 3 clusters Score -1.654551e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -16545534.000000 Penalty: 5744.835938
	Iteration 27Q: 3 clusters Score -1.654553e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -16545499.000000 Penalty: 5744.835938
	Iteration 28Q: 3 clusters Score -1.65455e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -16545542.000000 Penalty: 5744.835938
	Iteration 29Q: 3 clusters Score -1.654554e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -16545553.000000 Penalty: 5744.835938
	Iteration 30Q: 3 clusters Score -1.654555e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -16545620.000000 Penalty: 5744.835938
	Iteration 31Q: 3 clusters Score -1.654562e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -16545643.000000 Penalty: 5744.835938
	Iteration 32Q: 3 clusters Score -1.654564e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -16545690.000000 Penalty: 5744.835938
	Iteration 33Q: 3 clusters Score -1.654569e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -16545732.000000 Penalty: 5744.835938
	Iteration 34Q: 3 clusters Score -1.654573e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -16545755.000000 Penalty: 5744.835938
	Iteration 35Q: 3 clusters Score -1.654576e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -16545801.000000 Penalty: 5744.835938
	Iteration 36Q: 3 clusters Score -1.65458e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -16545830.000000 Penalty: 5744.835938
	Iteration 37Q: 3 clusters Score -1.654583e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -16545854.000000 Penalty: 5744.835938
	Iteration 38Q: 3 clusters Score -1.654585e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -16545866.000000 Penalty: 5744.835938
	Iteration 39Q: 3 clusters Score -1.654587e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -16545932.000000 Penalty: 5744.835938
	Iteration 40F: 3 clusters Score -1.654593e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -16545982.000000 Penalty: 5744.835938
	Iteration 41Q: 3 clusters Score -1.654598e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -16546054.000000 Penalty: 5744.835938
	Iteration 42Q: 3 clusters Score -1.654605e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -16546106.000000 Penalty: 5744.835938
	Iteration 43Q: 3 clusters Score -1.654611e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -16546170.000000 Penalty: 5744.835938
	Iteration 44Q: 3 clusters Score -1.654617e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -16546184.000000 Penalty: 5744.835938
	Iteration 45Q: 3 clusters Score -1.654618e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -16546276.000000 Penalty: 5744.835938
	Iteration 46Q: 3 clusters Score -1.654628e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -16546444.000000 Penalty: 5744.835938
	Iteration 47Q: 3 clusters Score -1.654644e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -16546578.000000 Penalty: 5744.835938
	Iteration 48Q: 3 clusters Score -1.654658e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -16546684.000000 Penalty: 5744.835938
	Iteration 49Q: 3 clusters Score -1.654668e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -16546792.000000 Penalty: 5744.835938
	Iteration 50Q: 3 clusters Score -1.654679e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -16546880.000000 Penalty: 5744.835938
	Iteration 51Q: 3 clusters Score -1.654688e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -16546989.000000 Penalty: 5744.835938
	Iteration 52Q: 3 clusters Score -1.654699e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -16547123.000000 Penalty: 5744.835938
	Iteration 53Q: 3 clusters Score -1.654712e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -16547247.000000 Penalty: 5744.835938
	Iteration 54Q: 3 clusters Score -1.654725e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -16547403.000000 Penalty: 5744.835938
	Iteration 55Q: 3 clusters Score -1.65474e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -16547561.000000 Penalty: 5744.835938
	Iteration 56Q: 3 clusters Score -1.654756e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -16547700.000000 Penalty: 5744.835938
	Iteration 57Q: 3 clusters Score -1.65477e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -16547785.000000 Penalty: 5744.835938
	Iteration 58Q: 3 clusters Score -1.654778e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -16547960.000000 Penalty: 5744.835938
	Iteration 59Q: 3 clusters Score -1.654796e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -16548130.000000 Penalty: 5744.835938
	Iteration 60F: 3 clusters Score -1.654813e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -16548269.000000 Penalty: 5744.835938
	Iteration 61Q: 3 clusters Score -1.654827e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -16548422.000000 Penalty: 5744.835938
	Iteration 62Q: 3 clusters Score -1.654842e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -16548552.000000 Penalty: 5744.835938
	Iteration 63Q: 3 clusters Score -1.654855e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -16548657.000000 Penalty: 5744.835938
	Iteration 64Q: 3 clusters Score -1.654866e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -16548803.000000 Penalty: 5744.835938
	Iteration 65Q: 3 clusters Score -1.65488e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -16548973.000000 Penalty: 5744.835938
	Iteration 66Q: 3 clusters Score -1.654897e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -16549238.000000 Penalty: 5744.835938
	Iteration 67Q: 3 clusters Score -1.654924e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -16549429.000000 Penalty: 5744.835938
	Iteration 68Q: 3 clusters Score -1.654943e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -16549635.000000 Penalty: 5744.835938
	Iteration 69Q: 3 clusters Score -1.654964e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -16549834.000000 Penalty: 5744.835938
	Iteration 70Q: 3 clusters Score -1.654983e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -16550068.000000 Penalty: 5744.835938
	Iteration 71Q: 3 clusters Score -1.655007e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -16550384.000000 Penalty: 5744.835938
	Iteration 72Q: 3 clusters Score -1.655038e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -16550697.000000 Penalty: 5744.835938
	Iteration 73Q: 3 clusters Score -1.65507e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -16551011.000000 Penalty: 5744.835938
	Iteration 74Q: 3 clusters Score -1.655101e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -16551282.000000 Penalty: 5744.835938
	Iteration 75Q: 3 clusters Score -1.655128e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -16551650.000000 Penalty: 5744.835938
	Iteration 76Q: 3 clusters Score -1.655165e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -16551999.000000 Penalty: 5744.835938
	Iteration 77Q: 3 clusters Score -1.6552e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -16552387.000000 Penalty: 5744.835938
	Iteration 78Q: 3 clusters Score -1.655239e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -16552728.000000 Penalty: 5744.835938
	Iteration 79Q: 3 clusters Score -1.655273e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -16553084.000000 Penalty: 5744.835938
	Iteration 80F: 3 clusters Score -1.655308e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -16553506.000000 Penalty: 5744.835938
	Iteration 81Q: 3 clusters Score -1.655351e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -16553874.000000 Penalty: 5744.835938
	Iteration 82Q: 3 clusters Score -1.655387e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -16554264.000000 Penalty: 5744.835938
	Iteration 83Q: 3 clusters Score -1.655426e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -16554748.000000 Penalty: 5744.835938
	Iteration 84Q: 3 clusters Score -1.655475e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -16555128.000000 Penalty: 5744.835938
	Iteration 85Q: 3 clusters Score -1.655513e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -16555642.000000 Penalty: 5744.835938
	Iteration 86Q: 3 clusters Score -1.655564e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -16556131.000000 Penalty: 5744.835938
	Iteration 87Q: 3 clusters Score -1.655613e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -16556561.000000 Penalty: 5744.835938
	Iteration 88Q: 3 clusters Score -1.655656e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -16556999.000000 Penalty: 5744.835938
	Iteration 89Q: 3 clusters Score -1.6557e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -16557328.000000 Penalty: 5744.835938
	Iteration 90Q: 3 clusters Score -1.655733e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -16557682.000000 Penalty: 5744.835938
	Iteration 91Q: 3 clusters Score -1.655768e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -16558019.000000 Penalty: 5744.835938
	Iteration 92Q: 3 clusters Score -1.655802e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -16558324.000000 Penalty: 5744.835938
	Iteration 93Q: 3 clusters Score -1.655832e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -16558562.000000 Penalty: 5744.835938
	Iteration 94Q: 3 clusters Score -1.655856e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -16558744.000000 Penalty: 5744.835938
	Iteration 95Q: 3 clusters Score -1.655874e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -16558941.000000 Penalty: 5744.835938
	Iteration 96Q: 3 clusters Score -1.655894e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -16559155.000000 Penalty: 5744.835938
	Iteration 97Q: 3 clusters Score -1.655916e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101043 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -16559363.000000 Penalty: 5744.835938
	Iteration 98Q: 3 clusters Score -1.655936e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -16559510.000000 Penalty: 5744.835938
	Iteration 99Q: 3 clusters Score -1.655951e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -16559641.000000 Penalty: 5744.835938
	Iteration 100F: 3 clusters Score -1.655964e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -16559693.000000 Penalty: 5744.835938
	Iteration 101Q: 3 clusters Score -1.655969e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -16559808.000000 Penalty: 5744.835938
	Iteration 102Q: 3 clusters Score -1.655981e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -16559897.000000 Penalty: 5744.835938
	Iteration 103Q: 3 clusters Score -1.65599e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16559967.000000 Penalty: 5744.835938
	Iteration 104Q: 3 clusters Score -1.655997e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -16560059.000000 Penalty: 5744.835938
	Iteration 105Q: 3 clusters Score -1.656006e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -16560114.000000 Penalty: 5744.835938
	Iteration 106Q: 3 clusters Score -1.656011e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -16560165.000000 Penalty: 5744.835938
	Iteration 107Q: 3 clusters Score -1.656016e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -16560197.000000 Penalty: 5744.835938
	Iteration 108Q: 3 clusters Score -1.65602e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -16560206.000000 Penalty: 5744.835938
	Iteration 109Q: 3 clusters Score -1.656021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -16560256.000000 Penalty: 5744.835938
	Iteration 110Q: 3 clusters Score -1.656026e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -16560278.000000 Penalty: 5744.835938
	Iteration 111Q: 3 clusters Score -1.656028e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16560303.000000 Penalty: 5744.835938
	Iteration 112Q: 3 clusters Score -1.65603e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -16560368.000000 Penalty: 5744.835938
	Iteration 113Q: 3 clusters Score -1.656037e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -16560420.000000 Penalty: 5744.835938
	Iteration 114Q: 3 clusters Score -1.656042e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -16560441.000000 Penalty: 5744.835938
	Iteration 115Q: 3 clusters Score -1.656044e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -16560476.000000 Penalty: 5744.835938
	Iteration 116Q: 3 clusters Score -1.656048e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16560472.000000 Penalty: 5744.835938
	Iteration 117Q: 3 clusters Score -1.656047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -16560491.000000 Penalty: 5744.835938
	Iteration 118Q: 3 clusters Score -1.656049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -16560518.000000 Penalty: 5744.835938
	Iteration 119Q: 3 clusters Score -1.656052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -16560552.000000 Penalty: 5744.835938
	Iteration 120F: 3 clusters Score -1.656055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -16560576.000000 Penalty: 5744.835938
	Iteration 121Q: 3 clusters Score -1.656058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -16560584.000000 Penalty: 5744.835938
	Iteration 122Q: 3 clusters Score -1.656058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -16560607.000000 Penalty: 5744.835938
	Iteration 123Q: 3 clusters Score -1.656061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -16560620.000000 Penalty: 5744.835938
	Iteration 124Q: 3 clusters Score -1.656062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -16560612.000000 Penalty: 5744.835938
	Iteration 125Q: 3 clusters Score -1.656061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16560609.000000 Penalty: 5744.835938
	Iteration 126Q: 3 clusters Score -1.656061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16560634.000000 Penalty: 5744.835938
	Iteration 127Q: 3 clusters Score -1.656063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -16560625.000000 Penalty: 5744.835938
	Iteration 128Q: 3 clusters Score -1.656062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -16560636.000000 Penalty: 5744.835938
	Iteration 129Q: 3 clusters Score -1.656064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -16560629.000000 Penalty: 5744.835938
	Iteration 130Q: 3 clusters Score -1.656063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16560633.000000 Penalty: 5744.835938
	Iteration 131Q: 3 clusters Score -1.656063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -16560635.000000 Penalty: 5744.835938
	Iteration 132Q: 3 clusters Score -1.656064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -16560636.000000 Penalty: 5744.835938
	Iteration 133Q: 3 clusters Score -1.656064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -16560637.000000 Penalty: 5744.835938
	Iteration 134Q: 3 clusters Score -1.656064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -16560645.000000 Penalty: 5744.835938
	Iteration 135Q: 3 clusters Score -1.656064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -16560650.000000 Penalty: 5744.835938
	Iteration 136Q: 3 clusters Score -1.656065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -16560659.000000 Penalty: 5744.835938
	Iteration 137Q: 3 clusters Score -1.656066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -16560664.000000 Penalty: 5744.835938
	Iteration 138Q: 3 clusters Score -1.656066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -16560654.000000 Penalty: 5744.835938
	Iteration 139Q: 3 clusters Score -1.656065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -16560670.000000 Penalty: 5744.835938
	Iteration 140F: 3 clusters Score -1.656067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -16560674.000000 Penalty: 5744.835938
	Iteration 141Q: 3 clusters Score -1.656067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104401 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -16560665.000000 Penalty: 5744.835938
	Iteration 142Q: 3 clusters Score -1.656066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -16560660.000000 Penalty: 5744.835938
	Iteration 143Q: 3 clusters Score -1.656066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16560664.000000 Penalty: 5744.835938
	Iteration 144Q: 3 clusters Score -1.656066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -16560668.000000 Penalty: 5744.835938
	Iteration 145Q: 3 clusters Score -1.656067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -16560678.000000 Penalty: 5744.835938
	Iteration 146Q: 3 clusters Score -1.656068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -16560685.000000 Penalty: 5744.835938
	Iteration 147Q: 3 clusters Score -1.656068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -16560685.000000 Penalty: 5744.835938
	Iteration 148Q: 3 clusters Score -1.656068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -16560687.000000 Penalty: 5744.835938
	Iteration 149Q: 3 clusters Score -1.656069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -16560699.000000 Penalty: 5744.835938
	Iteration 150Q: 3 clusters Score -1.65607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -16560703.000000 Penalty: 5744.835938
	Iteration 151Q: 3 clusters Score -1.65607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -16560688.000000 Penalty: 5744.835938
	Iteration 152Q: 3 clusters Score -1.656069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -16560691.000000 Penalty: 5744.835938
	Iteration 153Q: 3 clusters Score -1.656069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -16560685.000000 Penalty: 5744.835938
	Iteration 154Q: 3 clusters Score -1.656068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -16560689.000000 Penalty: 5744.835938
	Iteration 155Q: 3 clusters Score -1.656069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -16560686.000000 Penalty: 5744.835938
	Iteration 156Q: 3 clusters Score -1.656069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16560683.000000 Penalty: 5744.835938
	Iteration 157Q: 3 clusters Score -1.656068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16560694.000000 Penalty: 5744.835938
	Iteration 158Q: 3 clusters Score -1.656069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16560690.000000 Penalty: 5744.835938
	Iteration 159Q: 3 clusters Score -1.656069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -16560688.000000 Penalty: 5744.835938
	Iteration 160F: 3 clusters Score -1.656069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16560685.000000 Penalty: 5744.835938
	Iteration 161Q: 3 clusters Score -1.656068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -16560692.000000 Penalty: 5744.835938
	Iteration 162Q: 3 clusters Score -1.656069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -16560692.000000 Penalty: 5744.835938
	Iteration 163F: 3 clusters Score -1.656069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Entering Unmasked Estep 
Score: -15309439.000000 Penalty: 2854.179199
	Iteration 0F: 2 clusters Score -1.530944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -15245878.000000 Penalty: 5708.358398
	Iteration 0F: 3 clusters Score -1.524588e+07 nChanged 46839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -15272457.000000 Penalty: 5708.358398
	Iteration 1F: 3 clusters Score -1.527246e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -15273399.000000 Penalty: 5708.358398
	Iteration 2Q: 3 clusters Score -1.52734e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -15274293.000000 Penalty: 5708.358398
	Iteration 3Q: 3 clusters Score -1.527429e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -15275366.000000 Penalty: 5708.358398
	Iteration 4Q: 3 clusters Score -1.527537e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -15276728.000000 Penalty: 5708.358398
	Iteration 5Q: 3 clusters Score -1.527673e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -15278843.000000 Penalty: 5708.358398
	Iteration 6Q: 3 clusters Score -1.527884e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -15281834.000000 Penalty: 5708.358398
	Iteration 7F: 3 clusters Score -1.528183e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -15285959.000000 Penalty: 5708.358398
	Iteration 8F: 3 clusters Score -1.528596e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -15290916.000000 Penalty: 5708.358398
	Iteration 9F: 3 clusters Score -1.529092e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -15295560.000000 Penalty: 5708.358398
	Iteration 10F: 3 clusters Score -1.529556e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -15298654.000000 Penalty: 5708.358398
	Iteration 11Q: 3 clusters Score -1.529865e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -15300234.000000 Penalty: 5708.358398
	Iteration 12Q: 3 clusters Score -1.530023e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -15301129.000000 Penalty: 5708.358398
	Iteration 13Q: 3 clusters Score -1.530113e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -15301918.000000 Penalty: 5708.358398
	Iteration 14Q: 3 clusters Score -1.530192e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -15302723.000000 Penalty: 5708.358398
	Iteration 15Q: 3 clusters Score -1.530272e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -15303426.000000 Penalty: 5708.358398
	Iteration 16Q: 3 clusters Score -1.530343e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -15304090.000000 Penalty: 5708.358398
	Iteration 17Q: 3 clusters Score -1.530409e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -15304835.000000 Penalty: 5708.358398
	Iteration 18Q: 3 clusters Score -1.530484e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -15305462.000000 Penalty: 5708.358398
	Iteration 19Q: 3 clusters Score -1.530546e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -15306083.000000 Penalty: 5708.358398
	Iteration 20F: 3 clusters Score -1.530608e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -15306610.000000 Penalty: 5708.358398
	Iteration 21Q: 3 clusters Score -1.530661e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -15307003.000000 Penalty: 5708.358398
	Iteration 22Q: 3 clusters Score -1.5307e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -15307311.000000 Penalty: 5708.358398
	Iteration 23Q: 3 clusters Score -1.530731e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -15307583.000000 Penalty: 5708.358398
	Iteration 24Q: 3 clusters Score -1.530758e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -15307795.000000 Penalty: 5708.358398
	Iteration 25Q: 3 clusters Score -1.53078e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -15307931.000000 Penalty: 5708.358398
	Iteration 26Q: 3 clusters Score -1.530793e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -15308074.000000 Penalty: 5708.358398
	Iteration 27Q: 3 clusters Score -1.530807e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -15308161.000000 Penalty: 5708.358398
	Iteration 28Q: 3 clusters Score -1.530816e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -15308236.000000 Penalty: 5708.358398
	Iteration 29Q: 3 clusters Score -1.530824e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -15308321.000000 Penalty: 5708.358398
	Iteration 30Q: 3 clusters Score -1.530832e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -15308388.000000 Penalty: 5708.358398
	Iteration 31Q: 3 clusters Score -1.530839e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -15308424.000000 Penalty: 5708.358398
	Iteration 32Q: 3 clusters Score -1.530842e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -15308436.000000 Penalty: 5708.358398
	Iteration 33Q: 3 clusters Score -1.530844e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -15308404.000000 Penalty: 5708.358398
	Iteration 34Q: 3 clusters Score -1.53084e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -15308391.000000 Penalty: 5708.358398
	Iteration 35Q: 3 clusters Score -1.530839e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -15308387.000000 Penalty: 5708.358398
	Iteration 36Q: 3 clusters Score -1.530839e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -15308402.000000 Penalty: 5708.358398
	Iteration 37Q: 3 clusters Score -1.53084e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -15308386.000000 Penalty: 5708.358398
	Iteration 38Q: 3 clusters Score -1.530839e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -15308380.000000 Penalty: 5708.358398
	Iteration 39Q: 3 clusters Score -1.530838e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -15308378.000000 Penalty: 5708.358398
	Iteration 40F: 3 clusters Score -1.530838e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -15308343.000000 Penalty: 5708.358398
	Iteration 41Q: 3 clusters Score -1.530834e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -15308331.000000 Penalty: 5708.358398
	Iteration 42Q: 3 clusters Score -1.530833e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -15308288.000000 Penalty: 5708.358398
	Iteration 43Q: 3 clusters Score -1.530829e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -15308297.000000 Penalty: 5708.358398
	Iteration 44Q: 3 clusters Score -1.53083e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -15308272.000000 Penalty: 5708.358398
	Iteration 45Q: 3 clusters Score -1.530827e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15308280.000000 Penalty: 5708.358398
	Iteration 46Q: 3 clusters Score -1.530828e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -15308253.000000 Penalty: 5708.358398
	Iteration 47Q: 3 clusters Score -1.530825e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -15308236.000000 Penalty: 5708.358398
	Iteration 48Q: 3 clusters Score -1.530824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -15308218.000000 Penalty: 5708.358398
	Iteration 49Q: 3 clusters Score -1.530822e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15308198.000000 Penalty: 5708.358398
	Iteration 50Q: 3 clusters Score -1.53082e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -15308175.000000 Penalty: 5708.358398
	Iteration 51Q: 3 clusters Score -1.530818e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -15308203.000000 Penalty: 5708.358398
	Iteration 52Q: 3 clusters Score -1.53082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15308213.000000 Penalty: 5708.358398
	Iteration 53Q: 3 clusters Score -1.530821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15308207.000000 Penalty: 5708.358398
	Iteration 54Q: 3 clusters Score -1.530821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15308215.000000 Penalty: 5708.358398
	Iteration 55Q: 3 clusters Score -1.530822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -15308228.000000 Penalty: 5708.358398
	Iteration 56Q: 3 clusters Score -1.530823e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -15308206.000000 Penalty: 5708.358398
	Iteration 57Q: 3 clusters Score -1.530821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15308213.000000 Penalty: 5708.358398
	Iteration 58Q: 3 clusters Score -1.530821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -15308215.000000 Penalty: 5708.358398
	Iteration 59Q: 3 clusters Score -1.530822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15308215.000000 Penalty: 5708.358398
	Iteration 60F: 3 clusters Score -1.530822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15308225.000000 Penalty: 5708.358398
	Iteration 61Q: 3 clusters Score -1.530822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15308226.000000 Penalty: 5708.358398
	Iteration 62Q: 3 clusters Score -1.530823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -15308235.000000 Penalty: 5708.358398
	Iteration 63Q: 3 clusters Score -1.530824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -15308232.000000 Penalty: 5708.358398
	Iteration 64Q: 3 clusters Score -1.530823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15308212.000000 Penalty: 5708.358398
	Iteration 65Q: 3 clusters Score -1.530821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15308214.000000 Penalty: 5708.358398
	Iteration 66Q: 3 clusters Score -1.530821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15308219.000000 Penalty: 5708.358398
	Iteration 67Q: 3 clusters Score -1.530822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15308216.000000 Penalty: 5708.358398
	Iteration 68Q: 3 clusters Score -1.530822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -15308220.000000 Penalty: 5708.358398
	Iteration 69Q: 3 clusters Score -1.530822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -15308220.000000 Penalty: 5708.358398
	Iteration 70F: 3 clusters Score -1.530822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Entering Unmasked Estep 
Score: -7090011.000000 Penalty: 2669.490723
	Iteration 0F: 2 clusters Score -7090011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -7058221.000000 Penalty: 5338.981445
	Iteration 0F: 3 clusters Score -7058221 nChanged 21738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -7069972.500000 Penalty: 5338.981445
	Iteration 1F: 3 clusters Score -7069972 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7070594.500000 Penalty: 5338.981445
	Iteration 2Q: 3 clusters Score -7070594 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -7071362.500000 Penalty: 5338.981445
	Iteration 3Q: 3 clusters Score -7071362 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -7072408.000000 Penalty: 5338.981445
	Iteration 4F: 3 clusters Score -7072408 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -7073745.000000 Penalty: 5338.981445
	Iteration 5F: 3 clusters Score -7073745 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -7075366.500000 Penalty: 5338.981445
	Iteration 6F: 3 clusters Score -7075366 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -7077293.500000 Penalty: 5338.981445
	Iteration 7F: 3 clusters Score -7077294 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -7079243.500000 Penalty: 5338.981445
	Iteration 8F: 3 clusters Score -7079244 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -7081279.000000 Penalty: 5338.981445
	Iteration 9F: 3 clusters Score -7081279 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7083159.500000 Penalty: 5338.981445
	Iteration 10Q: 3 clusters Score -7083160 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7084874.000000 Penalty: 5338.981445
	Iteration 11Q: 3 clusters Score -7084874 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7086058.000000 Penalty: 5338.981445
	Iteration 12Q: 3 clusters Score -7086058 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7086754.000000 Penalty: 5338.981445
	Iteration 13Q: 3 clusters Score -7086754 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7087134.500000 Penalty: 5338.981445
	Iteration 14Q: 3 clusters Score -7087134 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7087358.000000 Penalty: 5338.981445
	Iteration 15Q: 3 clusters Score -7087358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7087477.500000 Penalty: 5338.981445
	Iteration 16Q: 3 clusters Score -7087478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7087560.000000 Penalty: 5338.981445
	Iteration 17Q: 3 clusters Score -7087560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7087596.000000 Penalty: 5338.981445
	Iteration 18Q: 3 clusters Score -7087596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7087626.500000 Penalty: 5338.981445
	Iteration 19Q: 3 clusters Score -7087626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7087631.500000 Penalty: 5338.981445
	Iteration 20F: 3 clusters Score -7087632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7087635.000000 Penalty: 5338.981445
	Iteration 21Q: 3 clusters Score -7087635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7087638.000000 Penalty: 5338.981445
	Iteration 22Q: 3 clusters Score -7087638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7087643.000000 Penalty: 5338.981445
	Iteration 23Q: 3 clusters Score -7087643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7087646.500000 Penalty: 5338.981445
	Iteration 24Q: 3 clusters Score -7087646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7087649.000000 Penalty: 5338.981445
	Iteration 25Q: 3 clusters Score -7087649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7087653.000000 Penalty: 5338.981445
	Iteration 26Q: 3 clusters Score -7087653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7087655.500000 Penalty: 5338.981445
	Iteration 27Q: 3 clusters Score -7087656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7087655.500000 Penalty: 5338.981445
	Iteration 28Q: 3 clusters Score -7087656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7087655.500000 Penalty: 5338.981445
	Iteration 29F: 3 clusters Score -7087656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81460.921875 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81460.92 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81908.101562 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -81908.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82313.359375 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82313.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82539.179688 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82539.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82713.890625 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -82713.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82786.625000 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -82786.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82854.406250 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -82854.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82909.093750 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -82909.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82978.718750 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -82978.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83035.734375 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83035.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83137.828125 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83137.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83227.601562 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83298.757812 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83298.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83418.289062 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -83418.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83505.867188 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -83505.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83525.960938 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -83525.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83552.929688 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -83552.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83575.703125 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -83575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83582.914062 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -83582.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83582.914062 Penalty: 3211.814697
	Iteration 19F: 3 clusters Score -83582.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51050 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 99587 members 
Mstep: Class 19 contains 398 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47069 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137799008.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137800384.000000 to -137799008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Entering Unmasked Estep 
Score: -10178550.000000 Penalty: 2751.566895
	Iteration 0F: 2 clusters Score -1.017855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -10134383.000000 Penalty: 5503.133789
	Iteration 0F: 3 clusters Score -1.013438e+07 nChanged 30679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -10151677.000000 Penalty: 5503.133789
	Iteration 1F: 3 clusters Score -1.015168e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -10152283.000000 Penalty: 5503.133789
	Iteration 2Q: 3 clusters Score -1.015228e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -10152829.000000 Penalty: 5503.133789
	Iteration 3Q: 3 clusters Score -1.015283e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10153422.000000 Penalty: 5503.133789
	Iteration 4Q: 3 clusters Score -1.015342e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -10154080.000000 Penalty: 5503.133789
	Iteration 5Q: 3 clusters Score -1.015408e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -10155018.000000 Penalty: 5503.133789
	Iteration 6Q: 3 clusters Score -1.015502e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -10156167.000000 Penalty: 5503.133789
	Iteration 7Q: 3 clusters Score -1.015617e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -10157758.000000 Penalty: 5503.133789
	Iteration 8Q: 3 clusters Score -1.015776e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -10159944.000000 Penalty: 5503.133789
	Iteration 9Q: 3 clusters Score -1.015994e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -10162597.000000 Penalty: 5503.133789
	Iteration 10F: 3 clusters Score -1.01626e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -10165230.000000 Penalty: 5503.133789
	Iteration 11F: 3 clusters Score -1.016523e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -10167088.000000 Penalty: 5503.133789
	Iteration 12Q: 3 clusters Score -1.016709e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -10168092.000000 Penalty: 5503.133789
	Iteration 13Q: 3 clusters Score -1.016809e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -10168655.000000 Penalty: 5503.133789
	Iteration 14Q: 3 clusters Score -1.016866e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -10168938.000000 Penalty: 5503.133789
	Iteration 15Q: 3 clusters Score -1.016894e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -10169174.000000 Penalty: 5503.133789
	Iteration 16Q: 3 clusters Score -1.016917e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -10169315.000000 Penalty: 5503.133789
	Iteration 17Q: 3 clusters Score -1.016932e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -10169396.000000 Penalty: 5503.133789
	Iteration 18Q: 3 clusters Score -1.01694e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -10169477.000000 Penalty: 5503.133789
	Iteration 19Q: 3 clusters Score -1.016948e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -10169587.000000 Penalty: 5503.133789
	Iteration 20F: 3 clusters Score -1.016959e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -10169700.000000 Penalty: 5503.133789
	Iteration 21Q: 3 clusters Score -1.01697e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -10169747.000000 Penalty: 5503.133789
	Iteration 22Q: 3 clusters Score -1.016975e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -10169816.000000 Penalty: 5503.133789
	Iteration 23Q: 3 clusters Score -1.016982e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -10169842.000000 Penalty: 5503.133789
	Iteration 24Q: 3 clusters Score -1.016984e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -10169914.000000 Penalty: 5503.133789
	Iteration 25Q: 3 clusters Score -1.016991e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -10169997.000000 Penalty: 5503.133789
	Iteration 26Q: 3 clusters Score -1.017e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -10170081.000000 Penalty: 5503.133789
	Iteration 27Q: 3 clusters Score -1.017008e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -10170149.000000 Penalty: 5503.133789
	Iteration 28Q: 3 clusters Score -1.017015e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -10170202.000000 Penalty: 5503.133789
	Iteration 29Q: 3 clusters Score -1.01702e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -10170323.000000 Penalty: 5503.133789
	Iteration 30Q: 3 clusters Score -1.017032e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -10170427.000000 Penalty: 5503.133789
	Iteration 31Q: 3 clusters Score -1.017043e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -10170571.000000 Penalty: 5503.133789
	Iteration 32Q: 3 clusters Score -1.017057e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -10170755.000000 Penalty: 5503.133789
	Iteration 33Q: 3 clusters Score -1.017076e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -10170956.000000 Penalty: 5503.133789
	Iteration 34Q: 3 clusters Score -1.017096e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -10171251.000000 Penalty: 5503.133789
	Iteration 35Q: 3 clusters Score -1.017125e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -10171554.000000 Penalty: 5503.133789
	Iteration 36Q: 3 clusters Score -1.017155e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -10171875.000000 Penalty: 5503.133789
	Iteration 37Q: 3 clusters Score -1.017188e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -10172277.000000 Penalty: 5503.133789
	Iteration 38Q: 3 clusters Score -1.017228e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -10172674.000000 Penalty: 5503.133789
	Iteration 39Q: 3 clusters Score -1.017267e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -10173207.000000 Penalty: 5503.133789
	Iteration 40F: 3 clusters Score -1.017321e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -10173702.000000 Penalty: 5503.133789
	Iteration 41Q: 3 clusters Score -1.01737e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -10174090.000000 Penalty: 5503.133789
	Iteration 42Q: 3 clusters Score -1.017409e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -10174484.000000 Penalty: 5503.133789
	Iteration 43Q: 3 clusters Score -1.017448e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -10174865.000000 Penalty: 5503.133789
	Iteration 44Q: 3 clusters Score -1.017486e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -10175239.000000 Penalty: 5503.133789
	Iteration 45Q: 3 clusters Score -1.017524e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -10175522.000000 Penalty: 5503.133789
	Iteration 46Q: 3 clusters Score -1.017552e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -10175718.000000 Penalty: 5503.133789
	Iteration 47Q: 3 clusters Score -1.017572e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -10175865.000000 Penalty: 5503.133789
	Iteration 48Q: 3 clusters Score -1.017586e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -10176001.000000 Penalty: 5503.133789
	Iteration 49Q: 3 clusters Score -1.0176e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -10176076.000000 Penalty: 5503.133789
	Iteration 50Q: 3 clusters Score -1.017608e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -10176148.000000 Penalty: 5503.133789
	Iteration 51Q: 3 clusters Score -1.017615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -10176218.000000 Penalty: 5503.133789
	Iteration 52Q: 3 clusters Score -1.017622e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -10176256.000000 Penalty: 5503.133789
	Iteration 53Q: 3 clusters Score -1.017626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -10176277.000000 Penalty: 5503.133789
	Iteration 54Q: 3 clusters Score -1.017628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -10176296.000000 Penalty: 5503.133789
	Iteration 55Q: 3 clusters Score -1.01763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -10176316.000000 Penalty: 5503.133789
	Iteration 56Q: 3 clusters Score -1.017632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -10176323.000000 Penalty: 5503.133789
	Iteration 57Q: 3 clusters Score -1.017632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -10176332.000000 Penalty: 5503.133789
	Iteration 58Q: 3 clusters Score -1.017633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -10176333.000000 Penalty: 5503.133789
	Iteration 59Q: 3 clusters Score -1.017633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -10176346.000000 Penalty: 5503.133789
	Iteration 60F: 3 clusters Score -1.017635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -10176353.000000 Penalty: 5503.133789
	Iteration 61Q: 3 clusters Score -1.017635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -10176345.000000 Penalty: 5503.133789
	Iteration 62Q: 3 clusters Score -1.017634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -10176352.000000 Penalty: 5503.133789
	Iteration 63Q: 3 clusters Score -1.017635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -10176346.000000 Penalty: 5503.133789
	Iteration 64Q: 3 clusters Score -1.017635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -10176345.000000 Penalty: 5503.133789
	Iteration 65Q: 3 clusters Score -1.017634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -10176359.000000 Penalty: 5503.133789
	Iteration 66Q: 3 clusters Score -1.017636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -10176357.000000 Penalty: 5503.133789
	Iteration 67Q: 3 clusters Score -1.017636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -10176360.000000 Penalty: 5503.133789
	Iteration 68Q: 3 clusters Score -1.017636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -10176350.000000 Penalty: 5503.133789
	Iteration 69Q: 3 clusters Score -1.017635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -10176350.000000 Penalty: 5503.133789
	Iteration 70F: 3 clusters Score -1.017635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Entering Unmasked Estep 
Score: -1860111.375000 Penalty: 2353.917236
	Iteration 0F: 2 clusters Score -1860111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1850401.500000 Penalty: 4707.834473
	Iteration 0F: 3 clusters Score -1850402 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1853384.000000 Penalty: 4707.834473
	Iteration 1F: 3 clusters Score -1853384 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1853734.250000 Penalty: 4707.834473
	Iteration 2F: 3 clusters Score -1853734 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1854014.875000 Penalty: 4707.834473
	Iteration 3F: 3 clusters Score -1854015 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1854261.875000 Penalty: 4707.834473
	Iteration 4Q: 3 clusters Score -1854262 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1854532.875000 Penalty: 4707.834473
	Iteration 5Q: 3 clusters Score -1854533 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1854800.000000 Penalty: 4707.834473
	Iteration 6Q: 3 clusters Score -1854800 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1855036.625000 Penalty: 4707.834473
	Iteration 7Q: 3 clusters Score -1855037 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1855271.500000 Penalty: 4707.834473
	Iteration 8Q: 3 clusters Score -1855272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1855489.375000 Penalty: 4707.834473
	Iteration 9Q: 3 clusters Score -1855489 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1855735.000000 Penalty: 4707.834473
	Iteration 10Q: 3 clusters Score -1855735 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1855989.500000 Penalty: 4707.834473
	Iteration 11Q: 3 clusters Score -1855990 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1856287.875000 Penalty: 4707.834473
	Iteration 12Q: 3 clusters Score -1856288 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1856598.125000 Penalty: 4707.834473
	Iteration 13Q: 3 clusters Score -1856598 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1856853.500000 Penalty: 4707.834473
	Iteration 14Q: 3 clusters Score -1856854 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1857062.875000 Penalty: 4707.834473
	Iteration 15Q: 3 clusters Score -1857063 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1857249.500000 Penalty: 4707.834473
	Iteration 16Q: 3 clusters Score -1857250 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1857373.875000 Penalty: 4707.834473
	Iteration 17Q: 3 clusters Score -1857374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1857507.500000 Penalty: 4707.834473
	Iteration 18Q: 3 clusters Score -1857508 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1857650.750000 Penalty: 4707.834473
	Iteration 19Q: 3 clusters Score -1857651 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1857795.250000 Penalty: 4707.834473
	Iteration 20F: 3 clusters Score -1857795 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1857941.625000 Penalty: 4707.834473
	Iteration 21Q: 3 clusters Score -1857942 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1858120.750000 Penalty: 4707.834473
	Iteration 22Q: 3 clusters Score -1858121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1858323.625000 Penalty: 4707.834473
	Iteration 23Q: 3 clusters Score -1858324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1858498.875000 Penalty: 4707.834473
	Iteration 24Q: 3 clusters Score -1858499 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1858610.750000 Penalty: 4707.834473
	Iteration 25Q: 3 clusters Score -1858611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1858703.375000 Penalty: 4707.834473
	Iteration 26Q: 3 clusters Score -1858703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1858746.875000 Penalty: 4707.834473
	Iteration 27Q: 3 clusters Score -1858747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1858766.000000 Penalty: 4707.834473
	Iteration 28Q: 3 clusters Score -1858766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1858780.250000 Penalty: 4707.834473
	Iteration 29Q: 3 clusters Score -1858780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1858783.125000 Penalty: 4707.834473
	Iteration 30Q: 3 clusters Score -1858783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1858791.375000 Penalty: 4707.834473
	Iteration 31Q: 3 clusters Score -1858791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1858797.500000 Penalty: 4707.834473
	Iteration 32Q: 3 clusters Score -1858798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1858798.375000 Penalty: 4707.834473
	Iteration 33Q: 3 clusters Score -1858798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1858797.875000 Penalty: 4707.834473
	Iteration 34Q: 3 clusters Score -1858798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1858803.875000 Penalty: 4707.834473
	Iteration 35Q: 3 clusters Score -1858804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1858802.875000 Penalty: 4707.834473
	Iteration 36Q: 3 clusters Score -1858803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1858807.000000 Penalty: 4707.834473
	Iteration 37Q: 3 clusters Score -1858807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1858808.375000 Penalty: 4707.834473
	Iteration 38Q: 3 clusters Score -1858808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1858811.125000 Penalty: 4707.834473
	Iteration 39Q: 3 clusters Score -1858811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1858809.625000 Penalty: 4707.834473
	Iteration 40F: 3 clusters Score -1858810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124466.742188 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124466.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125061.367188 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -125061.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125260.679688 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125260.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125457.148438 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125457.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125764.179688 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -125764.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125947.984375 Penalty: 3387.041260
	Iteration 5F: 3 clusters Score -125948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126004.976562 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -126005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -126036.906250 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126036.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126061.984375 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -126090.296875 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126090.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126139.281250 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126139.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126190.734375 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126221.054688 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126243.843750 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126274.773438 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126305.734375 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -126305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126325.859375 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -126325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126352.218750 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -126352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126393.484375 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -126393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126429.906250 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -126429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126474.250000 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -126474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126507.039062 Penalty: 3387.041260
	Iteration 21Q: 3 clusters Score -126507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126545.828125 Penalty: 3387.041260
	Iteration 22Q: 3 clusters Score -126545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126591.023438 Penalty: 3387.041260
	Iteration 23Q: 3 clusters Score -126591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126595.710938 Penalty: 3387.041260
	Iteration 24Q: 3 clusters Score -126595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126595.710938 Penalty: 3387.041260
	Iteration 25F: 3 clusters Score -126595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51050 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 99587 members 
Mstep: Class 19 contains 714 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 210 members 
Mstep: Class 25 contains 47069 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798928.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137800384.000000 to -137798928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Entering Unmasked Estep 
Score: -7091126.000000 Penalty: 2668.323730
	Iteration 0F: 2 clusters Score -7091126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -7059625.500000 Penalty: 5336.647461
	Iteration 0F: 3 clusters Score -7059626 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -7071196.500000 Penalty: 5336.647461
	Iteration 1F: 3 clusters Score -7071196 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -7071669.500000 Penalty: 5336.647461
	Iteration 2Q: 3 clusters Score -7071670 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7072170.500000 Penalty: 5336.647461
	Iteration 3Q: 3 clusters Score -7072170 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -7072775.500000 Penalty: 5336.647461
	Iteration 4Q: 3 clusters Score -7072776 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7073600.500000 Penalty: 5336.647461
	Iteration 5Q: 3 clusters Score -7073600 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -7074687.500000 Penalty: 5336.647461
	Iteration 6F: 3 clusters Score -7074688 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7076250.500000 Penalty: 5336.647461
	Iteration 7F: 3 clusters Score -7076250 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -7078475.000000 Penalty: 5336.647461
	Iteration 8F: 3 clusters Score -7078475 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7081025.000000 Penalty: 5336.647461
	Iteration 9F: 3 clusters Score -7081025 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7083495.000000 Penalty: 5336.647461
	Iteration 10F: 3 clusters Score -7083495 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -7085481.000000 Penalty: 5336.647461
	Iteration 11F: 3 clusters Score -7085481 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -7086775.500000 Penalty: 5336.647461
	Iteration 12Q: 3 clusters Score -7086776 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -7087571.500000 Penalty: 5336.647461
	Iteration 13Q: 3 clusters Score -7087572 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -7088050.000000 Penalty: 5336.647461
	Iteration 14Q: 3 clusters Score -7088050 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -7088344.500000 Penalty: 5336.647461
	Iteration 15Q: 3 clusters Score -7088344 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -7088518.000000 Penalty: 5336.647461
	Iteration 16Q: 3 clusters Score -7088518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -7088642.500000 Penalty: 5336.647461
	Iteration 17Q: 3 clusters Score -7088642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -7088721.500000 Penalty: 5336.647461
	Iteration 18Q: 3 clusters Score -7088722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -7088798.000000 Penalty: 5336.647461
	Iteration 19Q: 3 clusters Score -7088798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -7088826.500000 Penalty: 5336.647461
	Iteration 20F: 3 clusters Score -7088826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -7088838.000000 Penalty: 5336.647461
	Iteration 21Q: 3 clusters Score -7088838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -7088856.500000 Penalty: 5336.647461
	Iteration 22Q: 3 clusters Score -7088856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -7088874.500000 Penalty: 5336.647461
	Iteration 23Q: 3 clusters Score -7088874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -7088893.000000 Penalty: 5336.647461
	Iteration 24Q: 3 clusters Score -7088893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -7088900.000000 Penalty: 5336.647461
	Iteration 25Q: 3 clusters Score -7088900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -7088901.500000 Penalty: 5336.647461
	Iteration 26Q: 3 clusters Score -7088902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -7088907.000000 Penalty: 5336.647461
	Iteration 27Q: 3 clusters Score -7088907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -7088909.500000 Penalty: 5336.647461
	Iteration 28Q: 3 clusters Score -7088910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -7088912.000000 Penalty: 5336.647461
	Iteration 29Q: 3 clusters Score -7088912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -7088916.000000 Penalty: 5336.647461
	Iteration 30Q: 3 clusters Score -7088916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -7088914.500000 Penalty: 5336.647461
	Iteration 31Q: 3 clusters Score -7088914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -7088920.500000 Penalty: 5336.647461
	Iteration 32Q: 3 clusters Score -7088920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -7088932.500000 Penalty: 5336.647461
	Iteration 33Q: 3 clusters Score -7088932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -7088937.500000 Penalty: 5336.647461
	Iteration 34Q: 3 clusters Score -7088938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -7088938.500000 Penalty: 5336.647461
	Iteration 35Q: 3 clusters Score -7088938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -7088947.000000 Penalty: 5336.647461
	Iteration 36Q: 3 clusters Score -7088947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -7088953.500000 Penalty: 5336.647461
	Iteration 37Q: 3 clusters Score -7088954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -7088957.500000 Penalty: 5336.647461
	Iteration 38Q: 3 clusters Score -7088958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -7088952.500000 Penalty: 5336.647461
	Iteration 39Q: 3 clusters Score -7088952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -7088959.000000 Penalty: 5336.647461
	Iteration 40F: 3 clusters Score -7088959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Entering Unmasked Estep 
Score: -9677966.000000 Penalty: 2736.664551
	Iteration 0F: 2 clusters Score -9677966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -9636435.000000 Penalty: 5473.329102
	Iteration 0F: 3 clusters Score -9636435 nChanged 28964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -9652890.000000 Penalty: 5473.329102
	Iteration 1F: 3 clusters Score -9652890 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -9653710.000000 Penalty: 5473.329102
	Iteration 2Q: 3 clusters Score -9653710 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -9654626.000000 Penalty: 5473.329102
	Iteration 3Q: 3 clusters Score -9654626 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -9655757.000000 Penalty: 5473.329102
	Iteration 4Q: 3 clusters Score -9655757 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -9657109.000000 Penalty: 5473.329102
	Iteration 5Q: 3 clusters Score -9657109 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -9658912.000000 Penalty: 5473.329102
	Iteration 6F: 3 clusters Score -9658912 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9661410.000000 Penalty: 5473.329102
	Iteration 7F: 3 clusters Score -9661410 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9664380.000000 Penalty: 5473.329102
	Iteration 8F: 3 clusters Score -9664380 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -9666688.000000 Penalty: 5473.329102
	Iteration 9F: 3 clusters Score -9666688 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -9667864.000000 Penalty: 5473.329102
	Iteration 10Q: 3 clusters Score -9667864 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -9668447.000000 Penalty: 5473.329102
	Iteration 11Q: 3 clusters Score -9668447 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -9668765.000000 Penalty: 5473.329102
	Iteration 12Q: 3 clusters Score -9668765 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -9669070.000000 Penalty: 5473.329102
	Iteration 13Q: 3 clusters Score -9669070 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9669319.000000 Penalty: 5473.329102
	Iteration 14Q: 3 clusters Score -9669319 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9669563.000000 Penalty: 5473.329102
	Iteration 15Q: 3 clusters Score -9669563 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9669839.000000 Penalty: 5473.329102
	Iteration 16Q: 3 clusters Score -9669839 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -9670071.000000 Penalty: 5473.329102
	Iteration 17Q: 3 clusters Score -9670071 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -9670279.000000 Penalty: 5473.329102
	Iteration 18Q: 3 clusters Score -9670279 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -9670553.000000 Penalty: 5473.329102
	Iteration 19Q: 3 clusters Score -9670553 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -9670825.000000 Penalty: 5473.329102
	Iteration 20F: 3 clusters Score -9670825 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -9671062.000000 Penalty: 5473.329102
	Iteration 21Q: 3 clusters Score -9671062 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -9671280.000000 Penalty: 5473.329102
	Iteration 22Q: 3 clusters Score -9671280 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -9671480.000000 Penalty: 5473.329102
	Iteration 23Q: 3 clusters Score -9671480 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -9671641.000000 Penalty: 5473.329102
	Iteration 24Q: 3 clusters Score -9671641 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -9671855.000000 Penalty: 5473.329102
	Iteration 25Q: 3 clusters Score -9671855 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -9672014.000000 Penalty: 5473.329102
	Iteration 26Q: 3 clusters Score -9672014 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9672181.000000 Penalty: 5473.329102
	Iteration 27Q: 3 clusters Score -9672181 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9672333.000000 Penalty: 5473.329102
	Iteration 28Q: 3 clusters Score -9672333 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -9672526.000000 Penalty: 5473.329102
	Iteration 29Q: 3 clusters Score -9672526 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -9672794.000000 Penalty: 5473.329102
	Iteration 30Q: 3 clusters Score -9672794 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -9672935.000000 Penalty: 5473.329102
	Iteration 31Q: 3 clusters Score -9672935 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -9673046.000000 Penalty: 5473.329102
	Iteration 32Q: 3 clusters Score -9673046 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -9673196.000000 Penalty: 5473.329102
	Iteration 33Q: 3 clusters Score -9673196 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -9673358.000000 Penalty: 5473.329102
	Iteration 34Q: 3 clusters Score -9673358 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -9673464.000000 Penalty: 5473.329102
	Iteration 35Q: 3 clusters Score -9673464 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -9673591.000000 Penalty: 5473.329102
	Iteration 36Q: 3 clusters Score -9673591 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -9673748.000000 Penalty: 5473.329102
	Iteration 37Q: 3 clusters Score -9673748 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -9673868.000000 Penalty: 5473.329102
	Iteration 38Q: 3 clusters Score -9673868 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -9674022.000000 Penalty: 5473.329102
	Iteration 39Q: 3 clusters Score -9674022 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -9674178.000000 Penalty: 5473.329102
	Iteration 40F: 3 clusters Score -9674178 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -9674319.000000 Penalty: 5473.329102
	Iteration 41Q: 3 clusters Score -9674319 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -9674453.000000 Penalty: 5473.329102
	Iteration 42Q: 3 clusters Score -9674453 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -9674587.000000 Penalty: 5473.329102
	Iteration 43Q: 3 clusters Score -9674587 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -9674699.000000 Penalty: 5473.329102
	Iteration 44Q: 3 clusters Score -9674699 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -9674784.000000 Penalty: 5473.329102
	Iteration 45Q: 3 clusters Score -9674784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -9674872.000000 Penalty: 5473.329102
	Iteration 46Q: 3 clusters Score -9674872 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -9674986.000000 Penalty: 5473.329102
	Iteration 47Q: 3 clusters Score -9674986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -9675061.000000 Penalty: 5473.329102
	Iteration 48Q: 3 clusters Score -9675061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -9675136.000000 Penalty: 5473.329102
	Iteration 49Q: 3 clusters Score -9675136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -9675216.000000 Penalty: 5473.329102
	Iteration 50Q: 3 clusters Score -9675216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -9675279.000000 Penalty: 5473.329102
	Iteration 51Q: 3 clusters Score -9675279 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -9675323.000000 Penalty: 5473.329102
	Iteration 52Q: 3 clusters Score -9675323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -9675359.000000 Penalty: 5473.329102
	Iteration 53Q: 3 clusters Score -9675359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -9675389.000000 Penalty: 5473.329102
	Iteration 54Q: 3 clusters Score -9675389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -9675433.000000 Penalty: 5473.329102
	Iteration 55Q: 3 clusters Score -9675433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -9675446.000000 Penalty: 5473.329102
	Iteration 56Q: 3 clusters Score -9675446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -9675479.000000 Penalty: 5473.329102
	Iteration 57Q: 3 clusters Score -9675479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -9675505.000000 Penalty: 5473.329102
	Iteration 58Q: 3 clusters Score -9675505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -9675526.000000 Penalty: 5473.329102
	Iteration 59Q: 3 clusters Score -9675526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -9675560.000000 Penalty: 5473.329102
	Iteration 60F: 3 clusters Score -9675560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -9675564.000000 Penalty: 5473.329102
	Iteration 61Q: 3 clusters Score -9675564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -9675580.000000 Penalty: 5473.329102
	Iteration 62Q: 3 clusters Score -9675580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -9675587.000000 Penalty: 5473.329102
	Iteration 63Q: 3 clusters Score -9675587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -9675579.000000 Penalty: 5473.329102
	Iteration 64Q: 3 clusters Score -9675579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9675583.000000 Penalty: 5473.329102
	Iteration 65Q: 3 clusters Score -9675583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -9675587.000000 Penalty: 5473.329102
	Iteration 66Q: 3 clusters Score -9675587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -9675594.000000 Penalty: 5473.329102
	Iteration 67Q: 3 clusters Score -9675594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -9675599.000000 Penalty: 5473.329102
	Iteration 68Q: 3 clusters Score -9675599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -9675598.000000 Penalty: 5473.329102
	Iteration 69Q: 3 clusters Score -9675598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -9675616.000000 Penalty: 5473.329102
	Iteration 70Q: 3 clusters Score -9675616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -9675612.000000 Penalty: 5473.329102
	Iteration 71Q: 3 clusters Score -9675612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -9675627.000000 Penalty: 5473.329102
	Iteration 72Q: 3 clusters Score -9675627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -9675629.000000 Penalty: 5473.329102
	Iteration 73Q: 3 clusters Score -9675629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -9675621.000000 Penalty: 5473.329102
	Iteration 74Q: 3 clusters Score -9675621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -9675630.000000 Penalty: 5473.329102
	Iteration 75Q: 3 clusters Score -9675630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -9675639.000000 Penalty: 5473.329102
	Iteration 76Q: 3 clusters Score -9675639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -9675646.000000 Penalty: 5473.329102
	Iteration 77Q: 3 clusters Score -9675646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -9675644.000000 Penalty: 5473.329102
	Iteration 78Q: 3 clusters Score -9675644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -9675664.000000 Penalty: 5473.329102
	Iteration 79Q: 3 clusters Score -9675664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -9675662.000000 Penalty: 5473.329102
	Iteration 80F: 3 clusters Score -9675662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -9675672.000000 Penalty: 5473.329102
	Iteration 81Q: 3 clusters Score -9675672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -9675681.000000 Penalty: 5473.329102
	Iteration 82Q: 3 clusters Score -9675681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -9675683.000000 Penalty: 5473.329102
	Iteration 83Q: 3 clusters Score -9675683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -9675678.000000 Penalty: 5473.329102
	Iteration 84Q: 3 clusters Score -9675678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -9675677.000000 Penalty: 5473.329102
	Iteration 85Q: 3 clusters Score -9675677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -9675680.000000 Penalty: 5473.329102
	Iteration 86Q: 3 clusters Score -9675680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -9675691.000000 Penalty: 5473.329102
	Iteration 87Q: 3 clusters Score -9675691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -9675684.000000 Penalty: 5473.329102
	Iteration 88Q: 3 clusters Score -9675684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -9675686.000000 Penalty: 5473.329102
	Iteration 89Q: 3 clusters Score -9675686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -9675686.000000 Penalty: 5473.329102
	Iteration 90F: 3 clusters Score -9675686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Entering Unmasked Estep 
Score: -15913298.000000 Penalty: 2863.813721
	Iteration 0F: 2 clusters Score -1.59133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -15846542.000000 Penalty: 5727.627441
	Iteration 0F: 3 clusters Score -1.584654e+07 nChanged 49081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -15874601.000000 Penalty: 5727.627441
	Iteration 1F: 3 clusters Score -1.58746e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -15875350.000000 Penalty: 5727.627441
	Iteration 2Q: 3 clusters Score -1.587535e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -15876320.000000 Penalty: 5727.627441
	Iteration 3Q: 3 clusters Score -1.587632e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -15877542.000000 Penalty: 5727.627441
	Iteration 4Q: 3 clusters Score -1.587754e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -15879087.000000 Penalty: 5727.627441
	Iteration 5Q: 3 clusters Score -1.587909e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -15881467.000000 Penalty: 5727.627441
	Iteration 6Q: 3 clusters Score -1.588147e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -15884855.000000 Penalty: 5727.627441
	Iteration 7F: 3 clusters Score -1.588486e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -15889446.000000 Penalty: 5727.627441
	Iteration 8F: 3 clusters Score -1.588945e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -15895040.000000 Penalty: 5727.627441
	Iteration 9F: 3 clusters Score -1.589504e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -15900378.000000 Penalty: 5727.627441
	Iteration 10F: 3 clusters Score -1.590038e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -15904356.000000 Penalty: 5727.627441
	Iteration 11F: 3 clusters Score -1.590436e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -15906592.000000 Penalty: 5727.627441
	Iteration 12Q: 3 clusters Score -1.590659e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -15907759.000000 Penalty: 5727.627441
	Iteration 13Q: 3 clusters Score -1.590776e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -15908384.000000 Penalty: 5727.627441
	Iteration 14Q: 3 clusters Score -1.590838e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -15908858.000000 Penalty: 5727.627441
	Iteration 15Q: 3 clusters Score -1.590886e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -15909159.000000 Penalty: 5727.627441
	Iteration 16Q: 3 clusters Score -1.590916e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -15909445.000000 Penalty: 5727.627441
	Iteration 17Q: 3 clusters Score -1.590944e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -15909738.000000 Penalty: 5727.627441
	Iteration 18Q: 3 clusters Score -1.590974e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -15909947.000000 Penalty: 5727.627441
	Iteration 19Q: 3 clusters Score -1.590995e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -15910127.000000 Penalty: 5727.627441
	Iteration 20F: 3 clusters Score -1.591013e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -15910236.000000 Penalty: 5727.627441
	Iteration 21Q: 3 clusters Score -1.591024e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -15910433.000000 Penalty: 5727.627441
	Iteration 22Q: 3 clusters Score -1.591043e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -15910610.000000 Penalty: 5727.627441
	Iteration 23Q: 3 clusters Score -1.591061e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -15910847.000000 Penalty: 5727.627441
	Iteration 24Q: 3 clusters Score -1.591085e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -15911019.000000 Penalty: 5727.627441
	Iteration 25Q: 3 clusters Score -1.591102e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -15911178.000000 Penalty: 5727.627441
	Iteration 26Q: 3 clusters Score -1.591118e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -15911301.000000 Penalty: 5727.627441
	Iteration 27Q: 3 clusters Score -1.59113e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -15911409.000000 Penalty: 5727.627441
	Iteration 28Q: 3 clusters Score -1.591141e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -15911571.000000 Penalty: 5727.627441
	Iteration 29Q: 3 clusters Score -1.591157e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -15911687.000000 Penalty: 5727.627441
	Iteration 30Q: 3 clusters Score -1.591169e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -15911804.000000 Penalty: 5727.627441
	Iteration 31Q: 3 clusters Score -1.59118e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -15911933.000000 Penalty: 5727.627441
	Iteration 32Q: 3 clusters Score -1.591193e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -15912016.000000 Penalty: 5727.627441
	Iteration 33Q: 3 clusters Score -1.591202e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -15912067.000000 Penalty: 5727.627441
	Iteration 34Q: 3 clusters Score -1.591207e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -15912145.000000 Penalty: 5727.627441
	Iteration 35Q: 3 clusters Score -1.591214e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -15912193.000000 Penalty: 5727.627441
	Iteration 36Q: 3 clusters Score -1.591219e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -15912228.000000 Penalty: 5727.627441
	Iteration 37Q: 3 clusters Score -1.591223e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -15912267.000000 Penalty: 5727.627441
	Iteration 38Q: 3 clusters Score -1.591227e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -15912232.000000 Penalty: 5727.627441
	Iteration 39Q: 3 clusters Score -1.591223e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -15912274.000000 Penalty: 5727.627441
	Iteration 40F: 3 clusters Score -1.591227e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -15912251.000000 Penalty: 5727.627441
	Iteration 41Q: 3 clusters Score -1.591225e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -15912305.000000 Penalty: 5727.627441
	Iteration 42Q: 3 clusters Score -1.59123e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -15912264.000000 Penalty: 5727.627441
	Iteration 43Q: 3 clusters Score -1.591226e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -15912366.000000 Penalty: 5727.627441
	Iteration 44Q: 3 clusters Score -1.591237e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -15912354.000000 Penalty: 5727.627441
	Iteration 45Q: 3 clusters Score -1.591235e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -15912329.000000 Penalty: 5727.627441
	Iteration 46Q: 3 clusters Score -1.591233e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -15912320.000000 Penalty: 5727.627441
	Iteration 47Q: 3 clusters Score -1.591232e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -15912364.000000 Penalty: 5727.627441
	Iteration 48Q: 3 clusters Score -1.591236e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -15912336.000000 Penalty: 5727.627441
	Iteration 49Q: 3 clusters Score -1.591234e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -15912341.000000 Penalty: 5727.627441
	Iteration 50Q: 3 clusters Score -1.591234e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -15912302.000000 Penalty: 5727.627441
	Iteration 51Q: 3 clusters Score -1.59123e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -15912323.000000 Penalty: 5727.627441
	Iteration 52Q: 3 clusters Score -1.591232e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -15912305.000000 Penalty: 5727.627441
	Iteration 53Q: 3 clusters Score -1.59123e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -15912274.000000 Penalty: 5727.627441
	Iteration 54Q: 3 clusters Score -1.591227e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -15912270.000000 Penalty: 5727.627441
	Iteration 55Q: 3 clusters Score -1.591227e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -15912268.000000 Penalty: 5727.627441
	Iteration 56Q: 3 clusters Score -1.591227e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -15912243.000000 Penalty: 5727.627441
	Iteration 57Q: 3 clusters Score -1.591224e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -15912270.000000 Penalty: 5727.627441
	Iteration 58Q: 3 clusters Score -1.591227e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -15912257.000000 Penalty: 5727.627441
	Iteration 59Q: 3 clusters Score -1.591226e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -15912217.000000 Penalty: 5727.627441
	Iteration 60F: 3 clusters Score -1.591222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -15912219.000000 Penalty: 5727.627441
	Iteration 61Q: 3 clusters Score -1.591222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -15912222.000000 Penalty: 5727.627441
	Iteration 62Q: 3 clusters Score -1.591222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -15912214.000000 Penalty: 5727.627441
	Iteration 63Q: 3 clusters Score -1.591221e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -15912205.000000 Penalty: 5727.627441
	Iteration 64Q: 3 clusters Score -1.59122e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -15912221.000000 Penalty: 5727.627441
	Iteration 65Q: 3 clusters Score -1.591222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -15912216.000000 Penalty: 5727.627441
	Iteration 66Q: 3 clusters Score -1.591222e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -15912187.000000 Penalty: 5727.627441
	Iteration 67Q: 3 clusters Score -1.591219e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -15912180.000000 Penalty: 5727.627441
	Iteration 68Q: 3 clusters Score -1.591218e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -15912136.000000 Penalty: 5727.627441
	Iteration 69Q: 3 clusters Score -1.591214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -15912139.000000 Penalty: 5727.627441
	Iteration 70Q: 3 clusters Score -1.591214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -15912116.000000 Penalty: 5727.627441
	Iteration 71Q: 3 clusters Score -1.591212e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -15912089.000000 Penalty: 5727.627441
	Iteration 72Q: 3 clusters Score -1.591209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -15912062.000000 Penalty: 5727.627441
	Iteration 73Q: 3 clusters Score -1.591206e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -15912038.000000 Penalty: 5727.627441
	Iteration 74Q: 3 clusters Score -1.591204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -15912031.000000 Penalty: 5727.627441
	Iteration 75Q: 3 clusters Score -1.591203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -15912010.000000 Penalty: 5727.627441
	Iteration 76Q: 3 clusters Score -1.591201e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -15911987.000000 Penalty: 5727.627441
	Iteration 77Q: 3 clusters Score -1.591199e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -15911991.000000 Penalty: 5727.627441
	Iteration 78Q: 3 clusters Score -1.591199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -15911967.000000 Penalty: 5727.627441
	Iteration 79Q: 3 clusters Score -1.591197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -15911954.000000 Penalty: 5727.627441
	Iteration 80F: 3 clusters Score -1.591195e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -15911939.000000 Penalty: 5727.627441
	Iteration 81Q: 3 clusters Score -1.591194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -15911915.000000 Penalty: 5727.627441
	Iteration 82Q: 3 clusters Score -1.591192e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -15911947.000000 Penalty: 5727.627441
	Iteration 83Q: 3 clusters Score -1.591195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -15911950.000000 Penalty: 5727.627441
	Iteration 84Q: 3 clusters Score -1.591195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -15911927.000000 Penalty: 5727.627441
	Iteration 85Q: 3 clusters Score -1.591193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -15911916.000000 Penalty: 5727.627441
	Iteration 86Q: 3 clusters Score -1.591192e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -15911882.000000 Penalty: 5727.627441
	Iteration 87Q: 3 clusters Score -1.591188e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -15911874.000000 Penalty: 5727.627441
	Iteration 88Q: 3 clusters Score -1.591187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -15911872.000000 Penalty: 5727.627441
	Iteration 89Q: 3 clusters Score -1.591187e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -15911860.000000 Penalty: 5727.627441
	Iteration 90Q: 3 clusters Score -1.591186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -15911863.000000 Penalty: 5727.627441
	Iteration 91Q: 3 clusters Score -1.591186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -15911845.000000 Penalty: 5727.627441
	Iteration 92Q: 3 clusters Score -1.591184e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -15911840.000000 Penalty: 5727.627441
	Iteration 93Q: 3 clusters Score -1.591184e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -15911823.000000 Penalty: 5727.627441
	Iteration 94Q: 3 clusters Score -1.591182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -15911802.000000 Penalty: 5727.627441
	Iteration 95Q: 3 clusters Score -1.59118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -15911810.000000 Penalty: 5727.627441
	Iteration 96Q: 3 clusters Score -1.591181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -15911823.000000 Penalty: 5727.627441
	Iteration 97Q: 3 clusters Score -1.591182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -15911823.000000 Penalty: 5727.627441
	Iteration 98Q: 3 clusters Score -1.591182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -15911816.000000 Penalty: 5727.627441
	Iteration 99Q: 3 clusters Score -1.591182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -15911801.000000 Penalty: 5727.627441
	Iteration 100F: 3 clusters Score -1.59118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -15911788.000000 Penalty: 5727.627441
	Iteration 101Q: 3 clusters Score -1.591179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -15911780.000000 Penalty: 5727.627441
	Iteration 102Q: 3 clusters Score -1.591178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -15911770.000000 Penalty: 5727.627441
	Iteration 103Q: 3 clusters Score -1.591177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -15911790.000000 Penalty: 5727.627441
	Iteration 104Q: 3 clusters Score -1.591179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -15911784.000000 Penalty: 5727.627441
	Iteration 105Q: 3 clusters Score -1.591178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -15911783.000000 Penalty: 5727.627441
	Iteration 106Q: 3 clusters Score -1.591178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -15911778.000000 Penalty: 5727.627441
	Iteration 107Q: 3 clusters Score -1.591178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -15911758.000000 Penalty: 5727.627441
	Iteration 108Q: 3 clusters Score -1.591176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -15911756.000000 Penalty: 5727.627441
	Iteration 109Q: 3 clusters Score -1.591176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -15911764.000000 Penalty: 5727.627441
	Iteration 110Q: 3 clusters Score -1.591176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -15911764.000000 Penalty: 5727.627441
	Iteration 111Q: 3 clusters Score -1.591176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -15911755.000000 Penalty: 5727.627441
	Iteration 112Q: 3 clusters Score -1.591176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -15911755.000000 Penalty: 5727.627441
	Iteration 113Q: 3 clusters Score -1.591176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -15911755.000000 Penalty: 5727.627441
	Iteration 114F: 3 clusters Score -1.591176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -128518.453125 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128518.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128910.195312 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -128910.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129281.203125 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129281.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129750.132812 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129750.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130089.554688 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130089.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130299.984375 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130483.679688 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130483.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130608.945312 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130608.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -130751.742188 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130751.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -130832.460938 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130877.859375 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130899.007812 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130900.578125 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130900.578125 Penalty: 3402.368896
	Iteration 13F: 3 clusters Score -130900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51050 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 99587 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47069 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 288 members 
Entering Unmasked Estep 
Score: -137798992.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137800384.000000 to -137798992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30698 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51050 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106249 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 99587 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47069 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 359Q: 28 clusters Score -1.378003e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 40206 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51046 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106253 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 99592 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62001 members 
Mstep: Class 27 contains 103534 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800320.000000 Penalty: 91921.562500
Iteration 360F: 28 clusters Score -1.378003e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 40205 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30700 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51041 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60030 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106254 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 99591 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65850 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 61996 members 
Mstep: Class 27 contains 103535 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 361Q: 28 clusters Score -1.378003e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 40200 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30700 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51039 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60032 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 99590 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65852 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 61998 members 
Mstep: Class 27 contains 103533 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800352.000000 Penalty: 91921.562500
Iteration 362Q: 28 clusters Score -1.378004e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 40198 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30696 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51036 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60031 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107202 members 
Mstep: Class 18 contains 99590 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65855 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47064 members 
Mstep: Class 26 contains 62000 members 
Mstep: Class 27 contains 103529 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 363Q: 28 clusters Score -1.378003e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30690 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51031 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60033 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107206 members 
Mstep: Class 18 contains 99590 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65855 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 62000 members 
Mstep: Class 27 contains 103530 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 364Q: 28 clusters Score -1.378003e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51029 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60034 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107202 members 
Mstep: Class 18 contains 99588 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 62000 members 
Mstep: Class 27 contains 103530 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800272.000000 Penalty: 91921.562500
Iteration 365Q: 28 clusters Score -1.378003e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51028 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107203 members 
Mstep: Class 18 contains 99585 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800256.000000 Penalty: 91921.562500
Iteration 366Q: 28 clusters Score -1.378003e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30688 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51030 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106271 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99583 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103528 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 367Q: 28 clusters Score -1.378002e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40197 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30688 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51026 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106277 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107199 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65864 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103530 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 368Q: 28 clusters Score -1.378001e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40199 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51027 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 60026 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106287 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107191 members 
Mstep: Class 18 contains 99584 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103532 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 91921.562500
Iteration 369Q: 28 clusters Score -1.378002e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40197 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30691 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51028 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 60024 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106290 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107191 members 
Mstep: Class 18 contains 99579 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 62007 members 
Mstep: Class 27 contains 103535 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 370Q: 28 clusters Score -1.378001e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 40197 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30691 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51025 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 60021 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106292 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107196 members 
Mstep: Class 18 contains 99574 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103537 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 371Q: 28 clusters Score -1.378002e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 40197 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51022 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 60020 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106287 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107203 members 
Mstep: Class 18 contains 99571 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65863 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103542 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800256.000000 Penalty: 91921.562500
Iteration 372Q: 28 clusters Score -1.378003e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51019 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 60021 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106287 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107200 members 
Mstep: Class 18 contains 99572 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65865 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103545 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800288.000000 Penalty: 91921.562500
Iteration 373Q: 28 clusters Score -1.378003e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 40194 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51018 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 60020 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106292 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107199 members 
Mstep: Class 18 contains 99571 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103550 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800240.000000 Penalty: 91921.562500
Iteration 374Q: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 40195 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51015 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 60024 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106297 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107195 members 
Mstep: Class 18 contains 99573 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65864 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103550 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 375Q: 28 clusters Score -1.378002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40195 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30688 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51014 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 60023 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106293 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65863 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103553 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800240.000000 Penalty: 91921.562500
Iteration 376Q: 28 clusters Score -1.378002e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 40194 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51016 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 60024 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106291 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107196 members 
Mstep: Class 18 contains 99575 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65865 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 62004 members 
Mstep: Class 27 contains 103556 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 377Q: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40194 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30690 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51017 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60026 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106289 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 99574 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65864 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 62005 members 
Mstep: Class 27 contains 103558 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 378Q: 28 clusters Score -1.378002e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40194 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30692 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51018 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106286 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107195 members 
Mstep: Class 18 contains 99572 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 62004 members 
Mstep: Class 27 contains 103560 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800288.000000 Penalty: 91921.562500
Iteration 379Q: 28 clusters Score -1.378003e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 40195 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30690 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51018 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106283 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99574 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103560 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 380F: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51020 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106280 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 20 contains 47291 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65859 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 62002 members 
Mstep: Class 27 contains 103560 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800192.000000 Penalty: 91921.562500
Iteration 381Q: 28 clusters Score -1.378002e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30689 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51022 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 60029 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106273 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99575 members 
Mstep: Class 20 contains 47293 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65858 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 62000 members 
Mstep: Class 27 contains 103567 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800256.000000 Penalty: 91921.562500
Iteration 382Q: 28 clusters Score -1.378003e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 40198 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30686 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51022 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60032 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106269 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107189 members 
Mstep: Class 18 contains 99578 members 
Mstep: Class 20 contains 47296 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65861 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 61999 members 
Mstep: Class 27 contains 103569 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 383Q: 28 clusters Score -1.378002e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40199 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30683 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51022 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60036 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106270 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107193 members 
Mstep: Class 18 contains 99580 members 
Mstep: Class 20 contains 47298 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65861 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 61997 members 
Mstep: Class 27 contains 103562 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 384Q: 28 clusters Score -1.378001e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 40201 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30682 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 51023 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60041 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106258 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107196 members 
Mstep: Class 18 contains 99580 members 
Mstep: Class 20 contains 47299 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65863 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47058 members 
Mstep: Class 26 contains 61996 members 
Mstep: Class 27 contains 103561 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 385Q: 28 clusters Score -1.378001e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 40206 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51023 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60041 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106260 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47299 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65865 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 61993 members 
Mstep: Class 27 contains 103561 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 386Q: 28 clusters Score -1.378002e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 40205 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51024 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60043 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106267 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107193 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47300 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65864 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 61993 members 
Mstep: Class 27 contains 103560 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 387Q: 28 clusters Score -1.378001e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 40208 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51022 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60039 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106274 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107201 members 
Mstep: Class 18 contains 99574 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65858 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47054 members 
Mstep: Class 26 contains 61996 members 
Mstep: Class 27 contains 103558 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 388Q: 28 clusters Score -1.378001e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 40212 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51018 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60039 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106281 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99573 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47052 members 
Mstep: Class 26 contains 61996 members 
Mstep: Class 27 contains 103558 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800192.000000 Penalty: 91921.562500
Iteration 389Q: 28 clusters Score -1.378002e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51014 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60044 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106281 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47049 members 
Mstep: Class 26 contains 61995 members 
Mstep: Class 27 contains 103562 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800240.000000 Penalty: 91921.562500
Iteration 390Q: 28 clusters Score -1.378002e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 40214 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51012 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106283 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107189 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65853 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47049 members 
Mstep: Class 26 contains 61994 members 
Mstep: Class 27 contains 103566 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800272.000000 Penalty: 91921.562500
Iteration 391Q: 28 clusters Score -1.378003e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51014 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 60047 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106276 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107194 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65851 members 
Mstep: Class 23 contains 13249 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47050 members 
Mstep: Class 26 contains 61998 members 
Mstep: Class 27 contains 103565 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 392Q: 28 clusters Score -1.378003e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40214 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51011 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60049 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106273 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107195 members 
Mstep: Class 18 contains 99578 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65852 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47052 members 
Mstep: Class 26 contains 62002 members 
Mstep: Class 27 contains 103559 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800288.000000 Penalty: 91921.562500
Iteration 393Q: 28 clusters Score -1.378003e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 51009 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60051 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106275 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107189 members 
Mstep: Class 18 contains 99578 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65852 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 62003 members 
Mstep: Class 27 contains 103560 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800320.000000 Penalty: 91921.562500
Iteration 394Q: 28 clusters Score -1.378003e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30681 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50997 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106274 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107194 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65851 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103567 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800272.000000 Penalty: 91921.562500
Iteration 395Q: 28 clusters Score -1.378003e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30682 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50989 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60048 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106270 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107197 members 
Mstep: Class 18 contains 99576 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65855 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103567 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 396Q: 28 clusters Score -1.378003e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30682 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50984 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60047 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107204 members 
Mstep: Class 18 contains 99577 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 62007 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800320.000000 Penalty: 91921.562500
Iteration 397Q: 28 clusters Score -1.378003e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30682 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50982 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107202 members 
Mstep: Class 18 contains 99579 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103567 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 91921.562500
Iteration 398Q: 28 clusters Score -1.378003e+08 nChanged 29
Entering ConstructFrom: 
Score: -137800336.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -3913570.250000 Penalty: 2530.205811
	Iteration 0F: 2 clusters Score -3913570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3895029.250000 Penalty: 5060.411621
	Iteration 0F: 3 clusters Score -3895029 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3901551.750000 Penalty: 5060.411621
	Iteration 1F: 3 clusters Score -3901552 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3902014.750000 Penalty: 5060.411621
	Iteration 2F: 3 clusters Score -3902015 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3902403.500000 Penalty: 5060.411621
	Iteration 3Q: 3 clusters Score -3902404 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3902739.000000 Penalty: 5060.411621
	Iteration 4Q: 3 clusters Score -3902739 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3903055.500000 Penalty: 5060.411621
	Iteration 5Q: 3 clusters Score -3903056 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3903383.000000 Penalty: 5060.411621
	Iteration 6Q: 3 clusters Score -3903383 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3903731.500000 Penalty: 5060.411621
	Iteration 7Q: 3 clusters Score -3903732 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3904100.750000 Penalty: 5060.411621
	Iteration 8Q: 3 clusters Score -3904101 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3904525.250000 Penalty: 5060.411621
	Iteration 9Q: 3 clusters Score -3904525 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3905050.500000 Penalty: 5060.411621
	Iteration 10Q: 3 clusters Score -3905050 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3905634.750000 Penalty: 5060.411621
	Iteration 11Q: 3 clusters Score -3905635 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3906205.250000 Penalty: 5060.411621
	Iteration 12Q: 3 clusters Score -3906205 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3906806.250000 Penalty: 5060.411621
	Iteration 13Q: 3 clusters Score -3906806 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3907297.000000 Penalty: 5060.411621
	Iteration 14Q: 3 clusters Score -3907297 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3907610.750000 Penalty: 5060.411621
	Iteration 15Q: 3 clusters Score -3907611 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3907809.000000 Penalty: 5060.411621
	Iteration 16Q: 3 clusters Score -3907809 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3907955.000000 Penalty: 5060.411621
	Iteration 17Q: 3 clusters Score -3907955 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3908033.250000 Penalty: 5060.411621
	Iteration 18Q: 3 clusters Score -3908033 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3908085.000000 Penalty: 5060.411621
	Iteration 19Q: 3 clusters Score -3908085 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3908131.250000 Penalty: 5060.411621
	Iteration 20F: 3 clusters Score -3908131 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3908163.250000 Penalty: 5060.411621
	Iteration 21Q: 3 clusters Score -3908163 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3908184.250000 Penalty: 5060.411621
	Iteration 22Q: 3 clusters Score -3908184 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3908292 nChanged 159
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Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3908329 nChanged 152
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Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3908343 nChanged 135
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Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3908374 nChanged 129
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Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3908369 nChanged 134
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Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3908400 nChanged 141
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Mstep: Class 1 contains 13335 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3908433 nChanged 119
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Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3908442 nChanged 111
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13584 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3908541 nChanged 92
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Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3908551 nChanged 72
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Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3908568 nChanged 72
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Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3908574 nChanged 68
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Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3908585 nChanged 66
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Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13119 members 
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	Iteration 44Q: 3 clusters Score -3908585 nChanged 64
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Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3908582 nChanged 58
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Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3908584 nChanged 57
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Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13064 members 
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	Iteration 47Q: 3 clusters Score -3908591 nChanged 48
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 13040 members 
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Mstep: Class 1 contains 13945 members 
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	Iteration 49Q: 3 clusters Score -3908594 nChanged 40
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Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13002 members 
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Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 12978 members 
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Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 12960 members 
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Mstep: Class 1 contains 14023 members 
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	Iteration 53Q: 3 clusters Score -3908608 nChanged 46
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	Iteration 54Q: 3 clusters Score -3908606 nChanged 49
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Mstep: Class 1 contains 14058 members 
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	Iteration 55Q: 3 clusters Score -3908603 nChanged 39
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Mstep: Class 1 contains 14065 members 
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	Iteration 56Q: 3 clusters Score -3908613 nChanged 45
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	Iteration 58Q: 3 clusters Score -3908624 nChanged 48
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Mstep: Class 1 contains 14078 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3908630 nChanged 48
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Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3908641 nChanged 45
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Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3908650 nChanged 42
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Mstep: Class 1 contains 14129 members 
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	Iteration 62Q: 3 clusters Score -3908652 nChanged 41
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Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3908644 nChanged 34
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Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3908654 nChanged 32
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Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3908657 nChanged 33
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Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3908661 nChanged 38
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Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12754 members 
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	Iteration 68Q: 3 clusters Score -3908659 nChanged 35
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Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12731 members 
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	Iteration 69Q: 3 clusters Score -3908656 nChanged 32
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Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 12727 members 
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	Iteration 70Q: 3 clusters Score -3908654 nChanged 34
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Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12715 members 
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	Iteration 71Q: 3 clusters Score -3908664 nChanged 35
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Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3908662 nChanged 24
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Mstep: Class 2 contains 12680 members 
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	Iteration 73Q: 3 clusters Score -3908664 nChanged 32
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Mstep: Class 1 contains 14309 members 
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	Iteration 74Q: 3 clusters Score -3908670 nChanged 26
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Mstep: Class 1 contains 14321 members 
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	Iteration 75Q: 3 clusters Score -3908668 nChanged 25
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Mstep: Class 1 contains 14334 members 
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	Iteration 76Q: 3 clusters Score -3908669 nChanged 18
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Mstep: Class 1 contains 14346 members 
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	Iteration 77Q: 3 clusters Score -3908682 nChanged 21
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Mstep: Class 1 contains 14359 members 
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	Iteration 78Q: 3 clusters Score -3908679 nChanged 29
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Mstep: Class 1 contains 14382 members 
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	Iteration 79Q: 3 clusters Score -3908679 nChanged 32
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Mstep: Class 1 contains 14414 members 
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	Iteration 80F: 3 clusters Score -3908685 nChanged 21
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	Iteration 81Q: 3 clusters Score -3908699 nChanged 30
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Mstep: Class 1 contains 14455 members 
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	Iteration 82Q: 3 clusters Score -3908706 nChanged 29
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	Iteration 83Q: 3 clusters Score -3908709 nChanged 27
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	Iteration 84Q: 3 clusters Score -3908709 nChanged 27
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Mstep: Class 1 contains 14530 members 
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	Iteration 85Q: 3 clusters Score -3908704 nChanged 37
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	Iteration 86Q: 3 clusters Score -3908711 nChanged 33
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Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 12375 members 
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Mstep: Class 1 contains 14625 members 
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Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3908704 nChanged 54
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Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 12214 members 
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	Iteration 91Q: 3 clusters Score -3908734 nChanged 53
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Mstep: Class 1 contains 14796 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3908728 nChanged 59
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Mstep: Class 1 contains 14839 members 
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	Iteration 93Q: 3 clusters Score -3908729 nChanged 46
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Mstep: Class 1 contains 14877 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3908737 nChanged 55
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Mstep: Class 1 contains 14922 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3908739 nChanged 42
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Mstep: Class 1 contains 14962 members 
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	Iteration 96Q: 3 clusters Score -3908757 nChanged 59
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3908760 nChanged 73
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Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 11891 members 
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	Iteration 98Q: 3 clusters Score -3908777 nChanged 77
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	Iteration 99Q: 3 clusters Score -3908785 nChanged 65
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Mstep: Class 1 contains 15194 members 
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	Iteration 100F: 3 clusters Score -3908784 nChanged 76
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Mstep: Class 1 contains 15262 members 
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	Iteration 101Q: 3 clusters Score -3908805 nChanged 81
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	Iteration 102Q: 3 clusters Score -3908801 nChanged 82
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Mstep: Class 1 contains 15411 members 
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	Iteration 103Q: 3 clusters Score -3908807 nChanged 73
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	Iteration 104Q: 3 clusters Score -3908815 nChanged 74
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	Iteration 105Q: 3 clusters Score -3908819 nChanged 98
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Mstep: Class 1 contains 15624 members 
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	Iteration 106Q: 3 clusters Score -3908830 nChanged 90
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	Iteration 107Q: 3 clusters Score -3908839 nChanged 86
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Mstep: Class 1 contains 15786 members 
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	Iteration 108Q: 3 clusters Score -3908870 nChanged 83
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Mstep: Class 1 contains 15861 members 
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	Iteration 109Q: 3 clusters Score -3908880 nChanged 89
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Mstep: Class 1 contains 15942 members 
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Mstep: Class 1 contains 16034 members 
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	Iteration 111Q: 3 clusters Score -3908886 nChanged 103
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	Iteration 112Q: 3 clusters Score -3908894 nChanged 108
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	Iteration 113Q: 3 clusters Score -3908933 nChanged 125
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	Iteration 114Q: 3 clusters Score -3908943 nChanged 125
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10349 members 
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Mstep: Class 1 contains 24073 members 
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	Iteration 165Q: 3 clusters Score -3911633 nChanged 38
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	Iteration 166Q: 3 clusters Score -3911645 nChanged 34
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	Iteration 168Q: 3 clusters Score -3911668 nChanged 34
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Entering Unmasked Mstep 
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	Iteration 178Q: 3 clusters Score -3911802 nChanged 21
Entering Unmasked Mstep 
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	Iteration 179Q: 3 clusters Score -3911807 nChanged 13
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	Iteration 180F: 3 clusters Score -3911802 nChanged 17
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	Iteration 181Q: 3 clusters Score -3911816 nChanged 23
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	Iteration 182Q: 3 clusters Score -3911823 nChanged 20
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	Iteration 183Q: 3 clusters Score -3911825 nChanged 19
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	Iteration 184Q: 3 clusters Score -3911839 nChanged 14
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	Iteration 185Q: 3 clusters Score -3911834 nChanged 11
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	Iteration 186Q: 3 clusters Score -3911841 nChanged 9
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	Iteration 188Q: 3 clusters Score -3911842 nChanged 6
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Mstep: Class 1 contains 25016 members 
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Entering Unmasked Estep 
Score: -3911911.000000 Penalty: 5060.411621
	Iteration 208Q: 3 clusters Score -3911911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3911913.250000 Penalty: 5060.411621
	Iteration 209Q: 3 clusters Score -3911913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3911909.500000 Penalty: 5060.411621
	Iteration 210Q: 3 clusters Score -3911910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3911916.000000 Penalty: 5060.411621
	Iteration 211Q: 3 clusters Score -3911916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3911926.250000 Penalty: 5060.411621
	Iteration 212Q: 3 clusters Score -3911926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3911926.750000 Penalty: 5060.411621
	Iteration 213Q: 3 clusters Score -3911927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3911928.000000 Penalty: 5060.411621
	Iteration 214Q: 3 clusters Score -3911928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3911923.750000 Penalty: 5060.411621
	Iteration 215Q: 3 clusters Score -3911924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3911923.750000 Penalty: 5060.411621
	Iteration 216F: 3 clusters Score -3911924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Entering Unmasked Estep 
Score: -6235446.000000 Penalty: 2629.301025
	Iteration 0F: 2 clusters Score -6235446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6208341.000000 Penalty: 5258.602051
	Iteration 0F: 3 clusters Score -6208341 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -6218625.000000 Penalty: 5258.602051
	Iteration 1F: 3 clusters Score -6218625 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -6219397.500000 Penalty: 5258.602051
	Iteration 2Q: 3 clusters Score -6219398 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6220347.500000 Penalty: 5258.602051
	Iteration 3Q: 3 clusters Score -6220348 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6221566.000000 Penalty: 5258.602051
	Iteration 4F: 3 clusters Score -6221566 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -6223352.500000 Penalty: 5258.602051
	Iteration 5F: 3 clusters Score -6223352 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6225435.000000 Penalty: 5258.602051
	Iteration 6F: 3 clusters Score -6225435 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -6227691.500000 Penalty: 5258.602051
	Iteration 7F: 3 clusters Score -6227692 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6229591.000000 Penalty: 5258.602051
	Iteration 8F: 3 clusters Score -6229591 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -6230888.000000 Penalty: 5258.602051
	Iteration 9Q: 3 clusters Score -6230888 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -6231475.000000 Penalty: 5258.602051
	Iteration 10Q: 3 clusters Score -6231475 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6231798.000000 Penalty: 5258.602051
	Iteration 11Q: 3 clusters Score -6231798 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -6232013.000000 Penalty: 5258.602051
	Iteration 12Q: 3 clusters Score -6232013 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -6232213.500000 Penalty: 5258.602051
	Iteration 13Q: 3 clusters Score -6232214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -6232381.000000 Penalty: 5258.602051
	Iteration 14Q: 3 clusters Score -6232381 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -6232515.500000 Penalty: 5258.602051
	Iteration 15Q: 3 clusters Score -6232516 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -6232661.500000 Penalty: 5258.602051
	Iteration 16Q: 3 clusters Score -6232662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6232790.500000 Penalty: 5258.602051
	Iteration 17Q: 3 clusters Score -6232790 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -6232957.000000 Penalty: 5258.602051
	Iteration 18Q: 3 clusters Score -6232957 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -6233058.000000 Penalty: 5258.602051
	Iteration 19Q: 3 clusters Score -6233058 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6233188.500000 Penalty: 5258.602051
	Iteration 20F: 3 clusters Score -6233188 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -6233291.000000 Penalty: 5258.602051
	Iteration 21Q: 3 clusters Score -6233291 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -6233393.000000 Penalty: 5258.602051
	Iteration 22Q: 3 clusters Score -6233393 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -6233491.000000 Penalty: 5258.602051
	Iteration 23Q: 3 clusters Score -6233491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -6233600.000000 Penalty: 5258.602051
	Iteration 24Q: 3 clusters Score -6233600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -6233659.500000 Penalty: 5258.602051
	Iteration 25Q: 3 clusters Score -6233660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -6233716.500000 Penalty: 5258.602051
	Iteration 26Q: 3 clusters Score -6233716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -6233762.500000 Penalty: 5258.602051
	Iteration 27Q: 3 clusters Score -6233762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6233808.500000 Penalty: 5258.602051
	Iteration 28Q: 3 clusters Score -6233808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6233848.000000 Penalty: 5258.602051
	Iteration 29Q: 3 clusters Score -6233848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -6233871.000000 Penalty: 5258.602051
	Iteration 30Q: 3 clusters Score -6233871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6233889.000000 Penalty: 5258.602051
	Iteration 31Q: 3 clusters Score -6233889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -6233903.500000 Penalty: 5258.602051
	Iteration 32Q: 3 clusters Score -6233904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -6233930.000000 Penalty: 5258.602051
	Iteration 33Q: 3 clusters Score -6233930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -6233950.000000 Penalty: 5258.602051
	Iteration 34Q: 3 clusters Score -6233950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -6233960.500000 Penalty: 5258.602051
	Iteration 35Q: 3 clusters Score -6233960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -6233956.500000 Penalty: 5258.602051
	Iteration 36Q: 3 clusters Score -6233956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -6233955.500000 Penalty: 5258.602051
	Iteration 37Q: 3 clusters Score -6233956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -6233978.000000 Penalty: 5258.602051
	Iteration 38Q: 3 clusters Score -6233978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6233975.000000 Penalty: 5258.602051
	Iteration 39Q: 3 clusters Score -6233975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6233984.500000 Penalty: 5258.602051
	Iteration 40F: 3 clusters Score -6233984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -6234006.000000 Penalty: 5258.602051
	Iteration 41Q: 3 clusters Score -6234006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6233996.500000 Penalty: 5258.602051
	Iteration 42Q: 3 clusters Score -6233996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -6234002.500000 Penalty: 5258.602051
	Iteration 43Q: 3 clusters Score -6234002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -6234007.000000 Penalty: 5258.602051
	Iteration 44Q: 3 clusters Score -6234007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -6234022.500000 Penalty: 5258.602051
	Iteration 45Q: 3 clusters Score -6234022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6234034.000000 Penalty: 5258.602051
	Iteration 46Q: 3 clusters Score -6234034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -6234049.500000 Penalty: 5258.602051
	Iteration 47Q: 3 clusters Score -6234050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -6234036.000000 Penalty: 5258.602051
	Iteration 48Q: 3 clusters Score -6234036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6234050.500000 Penalty: 5258.602051
	Iteration 49Q: 3 clusters Score -6234050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -6234055.000000 Penalty: 5258.602051
	Iteration 50Q: 3 clusters Score -6234055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -6234060.000000 Penalty: 5258.602051
	Iteration 51Q: 3 clusters Score -6234060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -6234060.000000 Penalty: 5258.602051
	Iteration 52Q: 3 clusters Score -6234060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -6234057.500000 Penalty: 5258.602051
	Iteration 53Q: 3 clusters Score -6234058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6234058.000000 Penalty: 5258.602051
	Iteration 54Q: 3 clusters Score -6234058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6234058.000000 Penalty: 5258.602051
	Iteration 55F: 3 clusters Score -6234058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21158.201172 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21158.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21250.941406 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21250.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21264.150391 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21264.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21278.103516 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21280.353516 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21280.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21283.691406 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21283.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21294.421875 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -21294.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21294.421875 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -21294.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Entering Unmasked Estep 
Score: -4732355.500000 Penalty: 2562.170898
	Iteration 0F: 2 clusters Score -4732356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4711335.000000 Penalty: 5124.341797
	Iteration 0F: 3 clusters Score -4711335 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4718790.000000 Penalty: 5124.341797
	Iteration 1F: 3 clusters Score -4718790 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4719254.000000 Penalty: 5124.341797
	Iteration 2Q: 3 clusters Score -4719254 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4719740.500000 Penalty: 5124.341797
	Iteration 3Q: 3 clusters Score -4719740 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4720393.500000 Penalty: 5124.341797
	Iteration 4Q: 3 clusters Score -4720394 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4721285.500000 Penalty: 5124.341797
	Iteration 5F: 3 clusters Score -4721286 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -4722744.500000 Penalty: 5124.341797
	Iteration 6F: 3 clusters Score -4722744 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4724704.000000 Penalty: 5124.341797
	Iteration 7F: 3 clusters Score -4724704 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4726884.500000 Penalty: 5124.341797
	Iteration 8F: 3 clusters Score -4726884 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4728379.500000 Penalty: 5124.341797
	Iteration 9F: 3 clusters Score -4728380 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4729263.000000 Penalty: 5124.341797
	Iteration 10Q: 3 clusters Score -4729263 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4729706.500000 Penalty: 5124.341797
	Iteration 11Q: 3 clusters Score -4729706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4729884.500000 Penalty: 5124.341797
	Iteration 12Q: 3 clusters Score -4729884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4729959.500000 Penalty: 5124.341797
	Iteration 13Q: 3 clusters Score -4729960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4730007.000000 Penalty: 5124.341797
	Iteration 14Q: 3 clusters Score -4730007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4730048.500000 Penalty: 5124.341797
	Iteration 15Q: 3 clusters Score -4730048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4730086.000000 Penalty: 5124.341797
	Iteration 16Q: 3 clusters Score -4730086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -4730113.500000 Penalty: 5124.341797
	Iteration 17Q: 3 clusters Score -4730114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4730132.500000 Penalty: 5124.341797
	Iteration 18Q: 3 clusters Score -4730132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4730144.500000 Penalty: 5124.341797
	Iteration 19Q: 3 clusters Score -4730144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4730153.000000 Penalty: 5124.341797
	Iteration 20F: 3 clusters Score -4730153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4730162.500000 Penalty: 5124.341797
	Iteration 21Q: 3 clusters Score -4730162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4730168.500000 Penalty: 5124.341797
	Iteration 22Q: 3 clusters Score -4730168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4730173.000000 Penalty: 5124.341797
	Iteration 23Q: 3 clusters Score -4730173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4730182.000000 Penalty: 5124.341797
	Iteration 24Q: 3 clusters Score -4730182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4730189.000000 Penalty: 5124.341797
	Iteration 25Q: 3 clusters Score -4730189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4730202.500000 Penalty: 5124.341797
	Iteration 26Q: 3 clusters Score -4730202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4730198.500000 Penalty: 5124.341797
	Iteration 27Q: 3 clusters Score -4730198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4730195.500000 Penalty: 5124.341797
	Iteration 28Q: 3 clusters Score -4730196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4730202.000000 Penalty: 5124.341797
	Iteration 29Q: 3 clusters Score -4730202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4730198.000000 Penalty: 5124.341797
	Iteration 30Q: 3 clusters Score -4730198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4730198.000000 Penalty: 5124.341797
	Iteration 31F: 3 clusters Score -4730198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -716997.375000 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -716997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -712668.937500 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -712668.9 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -713778.937500 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -713778.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -714052.625000 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -714052.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -714236.625000 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -714236.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -714365.000000 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -714365 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -714477.500000 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -714477.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -714583.625000 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -714583.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -714673.312500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -714673.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -714759.000000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -714759 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -714829.312500 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -714829.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -714894.875000 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -714894.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -714933.625000 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -714933.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -714971.250000 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -714971.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -714998.812500 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -714998.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -715021.812500 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -715021.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -715047.062500 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -715047.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -715059.062500 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -715059.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -715076.625000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -715076.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -715090.625000 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -715090.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -715098.062500 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -715098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -715102.562500 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -715102.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -715111.500000 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -715111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -715122.687500 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -715122.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -715128.812500 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -715128.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -715138.250000 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -715138.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -715149.750000 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -715149.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -715163.062500 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -715163.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -715175.250000 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -715175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -715185.187500 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -715185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -715190.625000 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -715190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -715193.500000 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -715193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -715196.187500 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -715196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -715200.125000 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -715200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -715202.687500 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -715202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -715207.000000 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -715207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -715210.125000 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -715210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -715211.937500 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -715211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -715214.312500 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -715214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -715216.750000 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -715216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -715219.437500 Penalty: 4208.191406
	Iteration 39Q: 3 clusters Score -715219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -715220.125000 Penalty: 4208.191406
	Iteration 40F: 3 clusters Score -715220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -715220.062500 Penalty: 4208.191406
	Iteration 41Q: 3 clusters Score -715220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -715219.937500 Penalty: 4208.191406
	Iteration 42Q: 3 clusters Score -715219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -715220.312500 Penalty: 4208.191406
	Iteration 43Q: 3 clusters Score -715220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -715220.312500 Penalty: 4208.191406
	Iteration 44F: 3 clusters Score -715220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Entering Unmasked Estep 
Score: -7893864.000000 Penalty: 2688.133545
	Iteration 0F: 2 clusters Score -7893864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7859282.500000 Penalty: 5376.267090
	Iteration 0F: 3 clusters Score -7859282 nChanged 23632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -7872505.000000 Penalty: 5376.267090
	Iteration 1F: 3 clusters Score -7872505 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -7873159.500000 Penalty: 5376.267090
	Iteration 2Q: 3 clusters Score -7873160 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -7873821.500000 Penalty: 5376.267090
	Iteration 3Q: 3 clusters Score -7873822 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7874683.500000 Penalty: 5376.267090
	Iteration 4Q: 3 clusters Score -7874684 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -7875690.000000 Penalty: 5376.267090
	Iteration 5Q: 3 clusters Score -7875690 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -7877039.500000 Penalty: 5376.267090
	Iteration 6Q: 3 clusters Score -7877040 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7878945.500000 Penalty: 5376.267090
	Iteration 7F: 3 clusters Score -7878946 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -7881587.500000 Penalty: 5376.267090
	Iteration 8F: 3 clusters Score -7881588 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -7884466.000000 Penalty: 5376.267090
	Iteration 9F: 3 clusters Score -7884466 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -7886989.500000 Penalty: 5376.267090
	Iteration 10F: 3 clusters Score -7886990 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -7888917.000000 Penalty: 5376.267090
	Iteration 11Q: 3 clusters Score -7888917 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -7890082.000000 Penalty: 5376.267090
	Iteration 12Q: 3 clusters Score -7890082 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -7890708.500000 Penalty: 5376.267090
	Iteration 13Q: 3 clusters Score -7890708 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -7891048.500000 Penalty: 5376.267090
	Iteration 14Q: 3 clusters Score -7891048 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -7891233.500000 Penalty: 5376.267090
	Iteration 15Q: 3 clusters Score -7891234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -7891382.500000 Penalty: 5376.267090
	Iteration 16Q: 3 clusters Score -7891382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -7891448.500000 Penalty: 5376.267090
	Iteration 17Q: 3 clusters Score -7891448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -7891484.000000 Penalty: 5376.267090
	Iteration 18Q: 3 clusters Score -7891484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -7891509.500000 Penalty: 5376.267090
	Iteration 19Q: 3 clusters Score -7891510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -7891529.500000 Penalty: 5376.267090
	Iteration 20F: 3 clusters Score -7891530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -7891538.500000 Penalty: 5376.267090
	Iteration 21Q: 3 clusters Score -7891538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -7891553.000000 Penalty: 5376.267090
	Iteration 22Q: 3 clusters Score -7891553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -7891555.000000 Penalty: 5376.267090
	Iteration 23Q: 3 clusters Score -7891555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -7891567.000000 Penalty: 5376.267090
	Iteration 24Q: 3 clusters Score -7891567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -7891574.000000 Penalty: 5376.267090
	Iteration 25Q: 3 clusters Score -7891574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -7891580.000000 Penalty: 5376.267090
	Iteration 26Q: 3 clusters Score -7891580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -7891593.000000 Penalty: 5376.267090
	Iteration 27Q: 3 clusters Score -7891593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -7891598.500000 Penalty: 5376.267090
	Iteration 28Q: 3 clusters Score -7891598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -7891603.500000 Penalty: 5376.267090
	Iteration 29Q: 3 clusters Score -7891604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -7891594.500000 Penalty: 5376.267090
	Iteration 30Q: 3 clusters Score -7891594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -7891603.500000 Penalty: 5376.267090
	Iteration 31Q: 3 clusters Score -7891604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -7891601.000000 Penalty: 5376.267090
	Iteration 32Q: 3 clusters Score -7891601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -7891601.000000 Penalty: 5376.267090
	Iteration 33F: 3 clusters Score -7891601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Entering Unmasked Estep 
Score: -3091805.500000 Penalty: 2460.817871
	Iteration 0F: 2 clusters Score -3091806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3077404.000000 Penalty: 4921.635742
	Iteration 0F: 3 clusters Score -3077404 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3082122.000000 Penalty: 4921.635742
	Iteration 1F: 3 clusters Score -3082122 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3082508.000000 Penalty: 4921.635742
	Iteration 2F: 3 clusters Score -3082508 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3082829.250000 Penalty: 4921.635742
	Iteration 3Q: 3 clusters Score -3082829 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3083170.750000 Penalty: 4921.635742
	Iteration 4Q: 3 clusters Score -3083171 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3083593.750000 Penalty: 4921.635742
	Iteration 5Q: 3 clusters Score -3083594 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3084220.250000 Penalty: 4921.635742
	Iteration 6Q: 3 clusters Score -3084220 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3085056.000000 Penalty: 4921.635742
	Iteration 7F: 3 clusters Score -3085056 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3086058.750000 Penalty: 4921.635742
	Iteration 8F: 3 clusters Score -3086059 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3087053.500000 Penalty: 4921.635742
	Iteration 9F: 3 clusters Score -3087054 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3087955.250000 Penalty: 4921.635742
	Iteration 10Q: 3 clusters Score -3087955 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3088618.750000 Penalty: 4921.635742
	Iteration 11Q: 3 clusters Score -3088619 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3089004.000000 Penalty: 4921.635742
	Iteration 12Q: 3 clusters Score -3089004 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3089206.750000 Penalty: 4921.635742
	Iteration 13Q: 3 clusters Score -3089207 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3089320.500000 Penalty: 4921.635742
	Iteration 14Q: 3 clusters Score -3089320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3089404.750000 Penalty: 4921.635742
	Iteration 15Q: 3 clusters Score -3089405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3089476.500000 Penalty: 4921.635742
	Iteration 16Q: 3 clusters Score -3089476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3089515.000000 Penalty: 4921.635742
	Iteration 17Q: 3 clusters Score -3089515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3089546.250000 Penalty: 4921.635742
	Iteration 18Q: 3 clusters Score -3089546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3089571.000000 Penalty: 4921.635742
	Iteration 19Q: 3 clusters Score -3089571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3089598.250000 Penalty: 4921.635742
	Iteration 20F: 3 clusters Score -3089598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3089618.000000 Penalty: 4921.635742
	Iteration 21Q: 3 clusters Score -3089618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3089633.000000 Penalty: 4921.635742
	Iteration 22Q: 3 clusters Score -3089633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3089644.500000 Penalty: 4921.635742
	Iteration 23Q: 3 clusters Score -3089644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3089654.750000 Penalty: 4921.635742
	Iteration 24Q: 3 clusters Score -3089655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3089659.750000 Penalty: 4921.635742
	Iteration 25Q: 3 clusters Score -3089660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3089673.000000 Penalty: 4921.635742
	Iteration 26Q: 3 clusters Score -3089673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3089677.750000 Penalty: 4921.635742
	Iteration 27Q: 3 clusters Score -3089678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3089678.500000 Penalty: 4921.635742
	Iteration 28Q: 3 clusters Score -3089678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3089685.500000 Penalty: 4921.635742
	Iteration 29Q: 3 clusters Score -3089686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3089690.500000 Penalty: 4921.635742
	Iteration 30Q: 3 clusters Score -3089690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3089696.250000 Penalty: 4921.635742
	Iteration 31Q: 3 clusters Score -3089696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3089706.000000 Penalty: 4921.635742
	Iteration 32Q: 3 clusters Score -3089706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3089707.000000 Penalty: 4921.635742
	Iteration 33Q: 3 clusters Score -3089707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3089706.750000 Penalty: 4921.635742
	Iteration 34Q: 3 clusters Score -3089707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3089713.750000 Penalty: 4921.635742
	Iteration 35Q: 3 clusters Score -3089714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3089718.000000 Penalty: 4921.635742
	Iteration 36Q: 3 clusters Score -3089718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3089720.000000 Penalty: 4921.635742
	Iteration 37Q: 3 clusters Score -3089720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3089725.500000 Penalty: 4921.635742
	Iteration 38Q: 3 clusters Score -3089726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3089727.750000 Penalty: 4921.635742
	Iteration 39Q: 3 clusters Score -3089728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3089726.250000 Penalty: 4921.635742
	Iteration 40F: 3 clusters Score -3089726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3089728.000000 Penalty: 4921.635742
	Iteration 41Q: 3 clusters Score -3089728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3089728.000000 Penalty: 4921.635742
	Iteration 42Q: 3 clusters Score -3089728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3089729.500000 Penalty: 4921.635742
	Iteration 43Q: 3 clusters Score -3089730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3089731.750000 Penalty: 4921.635742
	Iteration 44Q: 3 clusters Score -3089732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3089730.250000 Penalty: 4921.635742
	Iteration 45Q: 3 clusters Score -3089730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3089730.250000 Penalty: 4921.635742
	Iteration 46F: 3 clusters Score -3089730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -1044120.937500 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -1044121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1038373.125000 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -1038373 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1040004.250000 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -1040004 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1040439.625000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -1040440 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1040782.062500 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -1040782 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1041016.312500 Penalty: 4395.370117
	Iteration 4F: 3 clusters Score -1041016 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1041200.562500 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -1041201 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1041347.187500 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -1041347 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1041475.750000 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -1041476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1041592.937500 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -1041593 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1041688.625000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -1041689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1041760.312500 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -1041760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1041833.750000 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -1041834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1041932.937500 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -1041933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1042019.500000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -1042020 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1042079.687500 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -1042080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1042137.187500 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -1042137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1042198.500000 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -1042198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1042258.625000 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -1042259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1042316.875000 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -1042317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1042378.812500 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -1042379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1042423.500000 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -1042424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1042456.375000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -1042456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1042482.000000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -1042482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1042514.250000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -1042514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1042546.812500 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -1042547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1042580.312500 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -1042580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1042605.000000 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -1042605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1042624.937500 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -1042625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1042638.312500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -1042638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1042650.625000 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -1042651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1042657.375000 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -1042657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1042665.812500 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -1042666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1042676.625000 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -1042677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1042684.687500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -1042685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1042691.125000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -1042691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1042695.312500 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -1042695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1042699.750000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -1042700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1042705.562500 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -1042706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1042711.875000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -1042712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1042719.000000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -1042719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1042721.187500 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -1042721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1042724.750000 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -1042725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1042727.187500 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -1042727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1042729.062500 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -1042729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1042729.062500 Penalty: 4395.370117
	Iteration 44F: 3 clusters Score -1042729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -345082.343750 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345082.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -345771.937500 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345771.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -346010.250000 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -346010.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346150.500000 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346150.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -346271.062500 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346271.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -346367.375000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346367.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -346471.000000 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -346556.375000 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346556.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346621.875000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346621.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346670.187500 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346670.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -346700.000000 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346720.968750 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -346735.718750 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -346747.187500 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -346754.218750 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -346760.093750 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -346764.468750 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -346766.312500 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -346767.656250 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -346767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -346769.968750 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -346770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -346770.562500 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -346770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -346772.093750 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -346772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -346772.156250 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -346772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -346773.125000 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -346773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -346774.437500 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -346774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -346777.343750 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -346777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -346779.343750 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -346779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -346782.562500 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -346782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -346785.000000 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -346785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -346788.531250 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -346788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -346789.562500 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -346789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -346789.843750 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -346789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -346791.781250 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -346791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -346793.906250 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -346793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -346795.843750 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -346795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -346796.343750 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -346796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -346797.375000 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -346797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -346797.437500 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -346797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -346797.437500 Penalty: 3919.083008
	Iteration 38F: 3 clusters Score -346797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -1006560.937500 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -1006561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1001130.562500 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -1001131 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1002509.000000 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -1002509 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1002733.562500 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -1002734 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1002878.625000 Penalty: 4359.595703
	Iteration 3Q: 3 clusters Score -1002879 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1002960.375000 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -1002960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1003020.625000 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -1003021 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1003070.000000 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -1003070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1003113.500000 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -1003114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1003141.437500 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -1003141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1003159.812500 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -1003160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1003178.687500 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -1003179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1003197.312500 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -1003197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1003220.875000 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -1003221 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1003252.875000 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -1003253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1003288.812500 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -1003289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1003321.500000 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -1003322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1003348.500000 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -1003348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1003383.250000 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -1003383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1003421.812500 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -1003422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1003465.062500 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -1003465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1003514.562500 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -1003515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1003569.875000 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -1003570 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1003636.000000 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -1003636 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1003710.000000 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -1003710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1003789.312500 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -1003789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1003890.250000 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -1003890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1003999.687500 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -1004000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1004106.812500 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -1004107 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1004197.312500 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -1004197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1004283.125000 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -1004283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1004341.875000 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -1004342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1004394.812500 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -1004395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1004439.000000 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -1004439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1004472.437500 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -1004472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1004498.500000 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -1004498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1004526.812500 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -1004527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1004539.937500 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -1004540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1004555.500000 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -1004556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1004572.312500 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -1004572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1004587.125000 Penalty: 4359.595703
	Iteration 39Q: 3 clusters Score -1004587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1004593.062500 Penalty: 4359.595703
	Iteration 40F: 3 clusters Score -1004593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1004602.000000 Penalty: 4359.595703
	Iteration 41Q: 3 clusters Score -1004602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1004613.687500 Penalty: 4359.595703
	Iteration 42Q: 3 clusters Score -1004614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1004621.937500 Penalty: 4359.595703
	Iteration 43Q: 3 clusters Score -1004622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1004625.500000 Penalty: 4359.595703
	Iteration 44Q: 3 clusters Score -1004626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1004629.312500 Penalty: 4359.595703
	Iteration 45Q: 3 clusters Score -1004629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1004631.000000 Penalty: 4359.595703
	Iteration 46Q: 3 clusters Score -1004631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1004633.187500 Penalty: 4359.595703
	Iteration 47Q: 3 clusters Score -1004633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1004635.875000 Penalty: 4359.595703
	Iteration 48Q: 3 clusters Score -1004636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1004639.750000 Penalty: 4359.595703
	Iteration 49Q: 3 clusters Score -1004640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1004641.062500 Penalty: 4359.595703
	Iteration 50Q: 3 clusters Score -1004641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1004643.875000 Penalty: 4359.595703
	Iteration 51Q: 3 clusters Score -1004644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1004645.937500 Penalty: 4359.595703
	Iteration 52Q: 3 clusters Score -1004646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1004647.500000 Penalty: 4359.595703
	Iteration 53Q: 3 clusters Score -1004648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1004651.500000 Penalty: 4359.595703
	Iteration 54Q: 3 clusters Score -1004652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1004652.437500 Penalty: 4359.595703
	Iteration 55Q: 3 clusters Score -1004652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1004653.562500 Penalty: 4359.595703
	Iteration 56Q: 3 clusters Score -1004654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1004653.562500 Penalty: 4359.595703
	Iteration 57F: 3 clusters Score -1004654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Entering Unmasked Estep 
Score: -9353533.000000 Penalty: 2728.710693
	Iteration 0F: 2 clusters Score -9353533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -9313209.000000 Penalty: 5457.421387
	Iteration 0F: 3 clusters Score -9313209 nChanged 27872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -9328637.000000 Penalty: 5457.421387
	Iteration 1F: 3 clusters Score -9328637 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -9329094.000000 Penalty: 5457.421387
	Iteration 2Q: 3 clusters Score -9329094 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -9329629.000000 Penalty: 5457.421387
	Iteration 3Q: 3 clusters Score -9329629 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -9330215.000000 Penalty: 5457.421387
	Iteration 4Q: 3 clusters Score -9330215 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -9330813.000000 Penalty: 5457.421387
	Iteration 5Q: 3 clusters Score -9330813 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9331595.000000 Penalty: 5457.421387
	Iteration 6Q: 3 clusters Score -9331595 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9332655.000000 Penalty: 5457.421387
	Iteration 7Q: 3 clusters Score -9332655 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -9334288.000000 Penalty: 5457.421387
	Iteration 8Q: 3 clusters Score -9334288 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9336848.000000 Penalty: 5457.421387
	Iteration 9F: 3 clusters Score -9336848 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -9340132.000000 Penalty: 5457.421387
	Iteration 10F: 3 clusters Score -9340132 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -9343531.000000 Penalty: 5457.421387
	Iteration 11F: 3 clusters Score -9343531 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -9346464.000000 Penalty: 5457.421387
	Iteration 12F: 3 clusters Score -9346464 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -9348554.000000 Penalty: 5457.421387
	Iteration 13Q: 3 clusters Score -9348554 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -9349824.000000 Penalty: 5457.421387
	Iteration 14Q: 3 clusters Score -9349824 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -9350492.000000 Penalty: 5457.421387
	Iteration 15Q: 3 clusters Score -9350492 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -9350790.000000 Penalty: 5457.421387
	Iteration 16Q: 3 clusters Score -9350790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -9350918.000000 Penalty: 5457.421387
	Iteration 17Q: 3 clusters Score -9350918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -9350981.000000 Penalty: 5457.421387
	Iteration 18Q: 3 clusters Score -9350981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -9351041.000000 Penalty: 5457.421387
	Iteration 19Q: 3 clusters Score -9351041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -9351062.000000 Penalty: 5457.421387
	Iteration 20F: 3 clusters Score -9351062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -9351074.000000 Penalty: 5457.421387
	Iteration 21Q: 3 clusters Score -9351074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9351079.000000 Penalty: 5457.421387
	Iteration 22Q: 3 clusters Score -9351079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -9351081.000000 Penalty: 5457.421387
	Iteration 23Q: 3 clusters Score -9351081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -9351088.000000 Penalty: 5457.421387
	Iteration 24Q: 3 clusters Score -9351088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -9351111.000000 Penalty: 5457.421387
	Iteration 25Q: 3 clusters Score -9351111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -9351124.000000 Penalty: 5457.421387
	Iteration 26Q: 3 clusters Score -9351124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -9351132.000000 Penalty: 5457.421387
	Iteration 27Q: 3 clusters Score -9351132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -9351128.000000 Penalty: 5457.421387
	Iteration 28Q: 3 clusters Score -9351128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -9351127.000000 Penalty: 5457.421387
	Iteration 29Q: 3 clusters Score -9351127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -9351128.000000 Penalty: 5457.421387
	Iteration 30Q: 3 clusters Score -9351128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -9351128.000000 Penalty: 5457.421387
	Iteration 31F: 3 clusters Score -9351128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -439356.312500 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -439356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -435957.343750 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -435957.3 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -436764.875000 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -436764.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -436961.343750 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -436961.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437078.031250 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -437078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -437162.031250 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -437162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -437224.062500 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -437224.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -437272.437500 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -437272.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -437314.281250 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -437314.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437356.000000 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -437356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -437407.687500 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -437407.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -437452.812500 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -437452.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -437508.812500 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -437508.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -437570.218750 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -437570.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -437649.750000 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -437649.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -437724.531250 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -437724.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -437849.625000 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -437849.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -438038.500000 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -438038.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -438231.062500 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -438231.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -438400.250000 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -438400.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -438494.781250 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -438494.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -438550.125000 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -438550.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -438580.187500 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -438580.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -438606.062500 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -438606.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -438620.281250 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -438620.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -438627.250000 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -438627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -438631.375000 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -438631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -438632.781250 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -438632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -438636.281250 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -438636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -438637.843750 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -438637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -438638.656250 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -438638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -438640.218750 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -438640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -438640.625000 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -438640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -438642.750000 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -438642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -438642.343750 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -438642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -438643.156250 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -438643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -438644.187500 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -438644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -438644.718750 Penalty: 3999.747803
	Iteration 36Q: 3 clusters Score -438644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -438645.093750 Penalty: 3999.747803
	Iteration 37Q: 3 clusters Score -438645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -438645.843750 Penalty: 3999.747803
	Iteration 38Q: 3 clusters Score -438645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -438645.843750 Penalty: 3999.747803
	Iteration 39F: 3 clusters Score -438645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41273.468750 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41273.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41641.375000 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41641.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41813.390625 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41813.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41974.847656 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -41974.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42084.652344 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42084.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42148.378906 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42148.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42156.535156 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42156.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42156.535156 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -42156.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Entering Unmasked Estep 
Score: -16362804.000000 Penalty: 2870.273193
	Iteration 0F: 2 clusters Score -1.63628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -16292813.000000 Penalty: 5740.546387
	Iteration 0F: 3 clusters Score -1.629281e+07 nChanged 50206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -16321046.000000 Penalty: 5740.546387
	Iteration 1F: 3 clusters Score -1.632105e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -16321719.000000 Penalty: 5740.546387
	Iteration 2Q: 3 clusters Score -1.632172e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -16322432.000000 Penalty: 5740.546387
	Iteration 3Q: 3 clusters Score -1.632243e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -16323109.000000 Penalty: 5740.546387
	Iteration 4Q: 3 clusters Score -1.632311e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -16324228.000000 Penalty: 5740.546387
	Iteration 5Q: 3 clusters Score -1.632423e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -16326081.000000 Penalty: 5740.546387
	Iteration 6Q: 3 clusters Score -1.632608e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -16329555.000000 Penalty: 5740.546387
	Iteration 7F: 3 clusters Score -1.632956e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -16335183.000000 Penalty: 5740.546387
	Iteration 8F: 3 clusters Score -1.633518e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -16342988.000000 Penalty: 5740.546387
	Iteration 9F: 3 clusters Score -1.634299e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -16351103.000000 Penalty: 5740.546387
	Iteration 10F: 3 clusters Score -1.63511e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -16356388.000000 Penalty: 5740.546387
	Iteration 11F: 3 clusters Score -1.635639e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16358877.000000 Penalty: 5740.546387
	Iteration 12Q: 3 clusters Score -1.635888e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16359796.000000 Penalty: 5740.546387
	Iteration 13Q: 3 clusters Score -1.63598e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16360114.000000 Penalty: 5740.546387
	Iteration 14Q: 3 clusters Score -1.636011e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16360235.000000 Penalty: 5740.546387
	Iteration 15Q: 3 clusters Score -1.636024e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16360334.000000 Penalty: 5740.546387
	Iteration 16Q: 3 clusters Score -1.636033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16360359.000000 Penalty: 5740.546387
	Iteration 17Q: 3 clusters Score -1.636036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -16360429.000000 Penalty: 5740.546387
	Iteration 18Q: 3 clusters Score -1.636043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16360450.000000 Penalty: 5740.546387
	Iteration 19Q: 3 clusters Score -1.636045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16360457.000000 Penalty: 5740.546387
	Iteration 20F: 3 clusters Score -1.636046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16360483.000000 Penalty: 5740.546387
	Iteration 21Q: 3 clusters Score -1.636048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16360487.000000 Penalty: 5740.546387
	Iteration 22Q: 3 clusters Score -1.636049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16360495.000000 Penalty: 5740.546387
	Iteration 23Q: 3 clusters Score -1.63605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16360499.000000 Penalty: 5740.546387
	Iteration 24Q: 3 clusters Score -1.63605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16360502.000000 Penalty: 5740.546387
	Iteration 25Q: 3 clusters Score -1.63605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16360499.000000 Penalty: 5740.546387
	Iteration 26Q: 3 clusters Score -1.63605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16360510.000000 Penalty: 5740.546387
	Iteration 27Q: 3 clusters Score -1.636051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16360503.000000 Penalty: 5740.546387
	Iteration 28Q: 3 clusters Score -1.63605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16360518.000000 Penalty: 5740.546387
	Iteration 29Q: 3 clusters Score -1.636052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16360512.000000 Penalty: 5740.546387
	Iteration 30Q: 3 clusters Score -1.636051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16360515.000000 Penalty: 5740.546387
	Iteration 31Q: 3 clusters Score -1.636052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16360515.000000 Penalty: 5740.546387
	Iteration 32Q: 3 clusters Score -1.636052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16360514.000000 Penalty: 5740.546387
	Iteration 33Q: 3 clusters Score -1.636051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16360523.000000 Penalty: 5740.546387
	Iteration 34Q: 3 clusters Score -1.636052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16360523.000000 Penalty: 5740.546387
	Iteration 35F: 3 clusters Score -1.636052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -313978.343750 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -313978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -311313.000000 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -311313 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -311790.125000 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -311790.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -311952.500000 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -311952.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -312032.875000 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -312032.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -312093.875000 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -312093.9 nChanged 46
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: -312127.062500 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -312127.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -312149.031250 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -312149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -312166.218750 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -312166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -312183.718750 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -312183.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -312200.218750 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -312200.2 nChanged 20
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: -312217.656250 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -312217.7 nChanged 21
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: -312236.218750 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -312236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -312248.468750 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -312248.5 nChanged 9
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: -312257.343750 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -312257.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -312276.156250 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -312276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -312289.937500 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -312289.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312300.937500 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -312300.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -312314.062500 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -312314.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -312325.937500 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -312325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -312330.750000 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -312330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -312332.625000 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -312332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -312334.656250 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -312334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -312337.687500 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -312337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312338.375000 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -312338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312339.500000 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -312339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312340.187500 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -312340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312341.437500 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -312341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312341.437500 Penalty: 3778.652588
	Iteration 27F: 3 clusters Score -312341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -761918.062500 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -761918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -757266.312500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -757266.3 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -758447.437500 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -758447.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -758779.687500 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -758779.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -759050.937500 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -759050.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -759280.312500 Penalty: 4240.919922
	Iteration 4F: 3 clusters Score -759280.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -759482.812500 Penalty: 4240.919922
	Iteration 5F: 3 clusters Score -759482.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -759689.062500 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -759689.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -759882.750000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -759882.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -760054.250000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -760054.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -760210.562500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -760210.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -760313.312500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -760313.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -760385.312500 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -760385.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -760433.312500 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -760433.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -760472.250000 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -760472.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -760503.000000 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -760503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -760526.937500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -760526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -760542.250000 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -760542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -760548.812500 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -760548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -760556.062500 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -760556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -760561.687500 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -760561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -760564.125000 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -760564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -760566.375000 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -760566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -760567.625000 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -760567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -760570.125000 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -760570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -760569.750000 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -760569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -760571.937500 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -760571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -760573.500000 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -760573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -760575.250000 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -760575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -760576.500000 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -760576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -760579.437500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -760579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -760578.812500 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -760578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -760578.812500 Penalty: 4240.919922
	Iteration 31F: 3 clusters Score -760578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107198 members 
Entering Unmasked Estep 
Score: -16564279.000000 Penalty: 2872.443359
	Iteration 0F: 2 clusters Score -1.656428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -16495436.000000 Penalty: 5744.886719
	Iteration 0F: 3 clusters Score -1.649544e+07 nChanged 50936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -16524004.000000 Penalty: 5744.886719
	Iteration 1F: 3 clusters Score -1.6524e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -16524704.000000 Penalty: 5744.886719
	Iteration 2Q: 3 clusters Score -1.65247e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -16525520.000000 Penalty: 5744.886719
	Iteration 3Q: 3 clusters Score -1.652552e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -16526760.000000 Penalty: 5744.886719
	Iteration 4Q: 3 clusters Score -1.652676e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -16528562.000000 Penalty: 5744.886719
	Iteration 5Q: 3 clusters Score -1.652856e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -16531773.000000 Penalty: 5744.886719
	Iteration 6F: 3 clusters Score -1.653177e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -16537346.000000 Penalty: 5744.886719
	Iteration 7F: 3 clusters Score -1.653735e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -16544925.000000 Penalty: 5744.886719
	Iteration 8F: 3 clusters Score -1.654492e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -16552464.000000 Penalty: 5744.886719
	Iteration 9F: 3 clusters Score -1.655246e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -16557771.000000 Penalty: 5744.886719
	Iteration 10F: 3 clusters Score -1.655777e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16560513.000000 Penalty: 5744.886719
	Iteration 11Q: 3 clusters Score -1.656051e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -16561359.000000 Penalty: 5744.886719
	Iteration 12Q: 3 clusters Score -1.656136e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16561577.000000 Penalty: 5744.886719
	Iteration 13Q: 3 clusters Score -1.656158e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16561701.000000 Penalty: 5744.886719
	Iteration 14Q: 3 clusters Score -1.65617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16561785.000000 Penalty: 5744.886719
	Iteration 15Q: 3 clusters Score -1.656178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16561823.000000 Penalty: 5744.886719
	Iteration 16Q: 3 clusters Score -1.656182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16561842.000000 Penalty: 5744.886719
	Iteration 17Q: 3 clusters Score -1.656184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16561864.000000 Penalty: 5744.886719
	Iteration 18Q: 3 clusters Score -1.656186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16561882.000000 Penalty: 5744.886719
	Iteration 19Q: 3 clusters Score -1.656188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16561894.000000 Penalty: 5744.886719
	Iteration 20F: 3 clusters Score -1.656189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -16561920.000000 Penalty: 5744.886719
	Iteration 21Q: 3 clusters Score -1.656192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16561925.000000 Penalty: 5744.886719
	Iteration 22Q: 3 clusters Score -1.656192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16561911.000000 Penalty: 5744.886719
	Iteration 23Q: 3 clusters Score -1.656191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16561929.000000 Penalty: 5744.886719
	Iteration 24Q: 3 clusters Score -1.656193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16561929.000000 Penalty: 5744.886719
	Iteration 25F: 3 clusters Score -1.656193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Entering Unmasked Estep 
Score: -15308520.000000 Penalty: 2854.166748
	Iteration 0F: 2 clusters Score -1.530852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -15244483.000000 Penalty: 5708.333496
	Iteration 0F: 3 clusters Score -1.524448e+07 nChanged 47235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -15271774.000000 Penalty: 5708.333496
	Iteration 1F: 3 clusters Score -1.527177e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -15272503.000000 Penalty: 5708.333496
	Iteration 2Q: 3 clusters Score -1.52725e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -15273484.000000 Penalty: 5708.333496
	Iteration 3Q: 3 clusters Score -1.527348e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -15274794.000000 Penalty: 5708.333496
	Iteration 4Q: 3 clusters Score -1.527479e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -15276636.000000 Penalty: 5708.333496
	Iteration 5Q: 3 clusters Score -1.527664e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -15280274.000000 Penalty: 5708.333496
	Iteration 6F: 3 clusters Score -1.528027e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -15285719.000000 Penalty: 5708.333496
	Iteration 7F: 3 clusters Score -1.528572e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -15292263.000000 Penalty: 5708.333496
	Iteration 8F: 3 clusters Score -1.529226e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -15298459.000000 Penalty: 5708.333496
	Iteration 9F: 3 clusters Score -1.529846e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -15302792.000000 Penalty: 5708.333496
	Iteration 10Q: 3 clusters Score -1.530279e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -15304977.000000 Penalty: 5708.333496
	Iteration 11Q: 3 clusters Score -1.530498e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -15305889.000000 Penalty: 5708.333496
	Iteration 12Q: 3 clusters Score -1.530589e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -15306358.000000 Penalty: 5708.333496
	Iteration 13Q: 3 clusters Score -1.530636e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -15306573.000000 Penalty: 5708.333496
	Iteration 14Q: 3 clusters Score -1.530657e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -15306707.000000 Penalty: 5708.333496
	Iteration 15Q: 3 clusters Score -1.530671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -15306844.000000 Penalty: 5708.333496
	Iteration 16Q: 3 clusters Score -1.530684e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -15306916.000000 Penalty: 5708.333496
	Iteration 17Q: 3 clusters Score -1.530692e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -15306990.000000 Penalty: 5708.333496
	Iteration 18Q: 3 clusters Score -1.530699e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -15307040.000000 Penalty: 5708.333496
	Iteration 19Q: 3 clusters Score -1.530704e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15307040.000000 Penalty: 5708.333496
	Iteration 20F: 3 clusters Score -1.530704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -15307048.000000 Penalty: 5708.333496
	Iteration 21Q: 3 clusters Score -1.530705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -15307063.000000 Penalty: 5708.333496
	Iteration 22Q: 3 clusters Score -1.530706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -15307072.000000 Penalty: 5708.333496
	Iteration 23Q: 3 clusters Score -1.530707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -15307085.000000 Penalty: 5708.333496
	Iteration 24Q: 3 clusters Score -1.530708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -15307086.000000 Penalty: 5708.333496
	Iteration 25Q: 3 clusters Score -1.530709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -15307080.000000 Penalty: 5708.333496
	Iteration 26Q: 3 clusters Score -1.530708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -15307088.000000 Penalty: 5708.333496
	Iteration 27Q: 3 clusters Score -1.530709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -15307080.000000 Penalty: 5708.333496
	Iteration 28Q: 3 clusters Score -1.530708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -15307078.000000 Penalty: 5708.333496
	Iteration 29Q: 3 clusters Score -1.530708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -15307072.000000 Penalty: 5708.333496
	Iteration 30Q: 3 clusters Score -1.530707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -15307076.000000 Penalty: 5708.333496
	Iteration 31Q: 3 clusters Score -1.530708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -15307093.000000 Penalty: 5708.333496
	Iteration 32Q: 3 clusters Score -1.530709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -15307077.000000 Penalty: 5708.333496
	Iteration 33Q: 3 clusters Score -1.530708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -15307078.000000 Penalty: 5708.333496
	Iteration 34Q: 3 clusters Score -1.530708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -15307085.000000 Penalty: 5708.333496
	Iteration 35Q: 3 clusters Score -1.530708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -15307078.000000 Penalty: 5708.333496
	Iteration 36Q: 3 clusters Score -1.530708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -15307078.000000 Penalty: 5708.333496
	Iteration 37Q: 3 clusters Score -1.530708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -15307075.000000 Penalty: 5708.333496
	Iteration 38Q: 3 clusters Score -1.530708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -15307075.000000 Penalty: 5708.333496
	Iteration 39F: 3 clusters Score -1.530708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Entering Unmasked Estep 
Score: -7092141.000000 Penalty: 2669.563965
	Iteration 0F: 2 clusters Score -7092141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -7060249.000000 Penalty: 5339.127930
	Iteration 0F: 3 clusters Score -7060249 nChanged 21747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -7072412.500000 Penalty: 5339.127930
	Iteration 1F: 3 clusters Score -7072412 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -7073075.000000 Penalty: 5339.127930
	Iteration 2Q: 3 clusters Score -7073075 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -7073882.500000 Penalty: 5339.127930
	Iteration 3Q: 3 clusters Score -7073882 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7074910 nChanged 2523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7075998 nChanged 2626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7077438 nChanged 2827
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7079092 nChanged 2733
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Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7080889 nChanged 2564
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7082841 nChanged 2187
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Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7084682 nChanged 1754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7086502 nChanged 1289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7087800 nChanged 895
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Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7088514 nChanged 621
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Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7088872 nChanged 403
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Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7089055 nChanged 298
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Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7089186 nChanged 253
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Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7089286 nChanged 205
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Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7089350 nChanged 192
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Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7089406 nChanged 177
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Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7089470 nChanged 126
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Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7089499 nChanged 102
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Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7089513 nChanged 92
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Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7089548 nChanged 60
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Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7089534 nChanged 54
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Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7089542 nChanged 49
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Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7089558 nChanged 44
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Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7089560 nChanged 44
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Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7089573 nChanged 38
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Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7089574 nChanged 30
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Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7089578 nChanged 39
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Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7089590 nChanged 36
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Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7089602 nChanged 35
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Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7089609 nChanged 34
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Mstep: Class 1 contains 43820 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7089600 nChanged 30
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Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7089600 nChanged 19
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Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7089602 nChanged 23
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Mstep: Class 1 contains 43886 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7089593 nChanged 20
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Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7089600 nChanged 17
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Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7089594 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7089597 nChanged 11
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Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7089590 nChanged 13
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Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7089591 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7089600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7089600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7089600 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7089596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7089598 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7089596 nChanged 8
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Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7089602 nChanged 14
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Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7089599 nChanged 13
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Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 3240 members 
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	Iteration 51Q: 3 clusters Score -7089602 nChanged 18
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Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3222 members 
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	Iteration 52Q: 3 clusters Score -7089602 nChanged 25
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Mstep: Class 1 contains 44106 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7089608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7089611 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44157 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7089616 nChanged 33
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7089632 nChanged 35
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Mstep: Class 1 contains 44223 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7089644 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7089653 nChanged 26
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Mstep: Class 1 contains 44276 members 
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	Iteration 59Q: 3 clusters Score -7089658 nChanged 28
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Mstep: Class 1 contains 44304 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7089658 nChanged 29
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Mstep: Class 1 contains 44333 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7089656 nChanged 24
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Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7089660.500000 Penalty: 5339.127930
	Iteration 62Q: 3 clusters Score -7089660 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44381 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7089668 nChanged 25
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Mstep: Class 1 contains 44404 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7089662 nChanged 29
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Mstep: Class 1 contains 44433 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7089664 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7089675.000000 Penalty: 5339.127930
	Iteration 66Q: 3 clusters Score -7089675 nChanged 28
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Mstep: Class 1 contains 44486 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7089678 nChanged 29
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Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7089685 nChanged 26
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Mstep: Class 1 contains 44533 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7089695 nChanged 18
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Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7089695 nChanged 11
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Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7089696 nChanged 12
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Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7089688 nChanged 19
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Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7089690.000000 Penalty: 5339.127930
	Iteration 73Q: 3 clusters Score -7089690 nChanged 23
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Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2693 members 
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	Iteration 74Q: 3 clusters Score -7089690 nChanged 14
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Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7089682.500000 Penalty: 5339.127930
	Iteration 75Q: 3 clusters Score -7089682 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7089696 nChanged 10
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Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 2660 members 
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	Iteration 77Q: 3 clusters Score -7089698 nChanged 9
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Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 2653 members 
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	Iteration 78Q: 3 clusters Score -7089698 nChanged 11
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Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 2642 members 
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	Iteration 79Q: 3 clusters Score -7089706 nChanged 15
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Mstep: Class 1 contains 44678 members 
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	Iteration 80F: 3 clusters Score -7089720 nChanged 23
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Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7089726 nChanged 22
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Mstep: Class 1 contains 44723 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7089732 nChanged 17
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	Iteration 83Q: 3 clusters Score -7089720 nChanged 18
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Mstep: Class 1 contains 44756 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7089722 nChanged 13
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Mstep: Class 1 contains 44769 members 
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	Iteration 85Q: 3 clusters Score -7089729 nChanged 19
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Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 2517 members 
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	Iteration 86Q: 3 clusters Score -7089733 nChanged 24
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Mstep: Class 1 contains 44812 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7089756 nChanged 25
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Mstep: Class 1 contains 44837 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7089750 nChanged 23
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Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 2447 members 
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	Iteration 89Q: 3 clusters Score -7089760 nChanged 24
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Mstep: Class 1 contains 44880 members 
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	Iteration 90Q: 3 clusters Score -7089762 nChanged 17
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	Iteration 91Q: 3 clusters Score -7089762 nChanged 20
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Mstep: Class 1 contains 44909 members 
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	Iteration 92Q: 3 clusters Score -7089768 nChanged 16
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	Iteration 93Q: 3 clusters Score -7089786 nChanged 14
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Mstep: Class 1 contains 44939 members 
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	Iteration 94Q: 3 clusters Score -7089794 nChanged 13
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	Iteration 95Q: 3 clusters Score -7089794 nChanged 14
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	Iteration 96Q: 3 clusters Score -7089796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7089803.000000 Penalty: 5339.127930
	Iteration 97Q: 3 clusters Score -7089803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7089808.500000 Penalty: 5339.127930
	Iteration 98Q: 3 clusters Score -7089808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7089803.500000 Penalty: 5339.127930
	Iteration 99Q: 3 clusters Score -7089804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7089801.500000 Penalty: 5339.127930
	Iteration 100F: 3 clusters Score -7089802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7089795.000000 Penalty: 5339.127930
	Iteration 101Q: 3 clusters Score -7089795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7089789.500000 Penalty: 5339.127930
	Iteration 102Q: 3 clusters Score -7089790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7089801.500000 Penalty: 5339.127930
	Iteration 103Q: 3 clusters Score -7089802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7089792.000000 Penalty: 5339.127930
	Iteration 104Q: 3 clusters Score -7089792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7089803.500000 Penalty: 5339.127930
	Iteration 105Q: 3 clusters Score -7089804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7089796.500000 Penalty: 5339.127930
	Iteration 106Q: 3 clusters Score -7089796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7089795.500000 Penalty: 5339.127930
	Iteration 107Q: 3 clusters Score -7089796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7089792.500000 Penalty: 5339.127930
	Iteration 108Q: 3 clusters Score -7089792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7089803.000000 Penalty: 5339.127930
	Iteration 109Q: 3 clusters Score -7089803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7089807.500000 Penalty: 5339.127930
	Iteration 110Q: 3 clusters Score -7089808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7089811.000000 Penalty: 5339.127930
	Iteration 111Q: 3 clusters Score -7089811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7089812.000000 Penalty: 5339.127930
	Iteration 112Q: 3 clusters Score -7089812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7089818.000000 Penalty: 5339.127930
	Iteration 113Q: 3 clusters Score -7089818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7089817.000000 Penalty: 5339.127930
	Iteration 114Q: 3 clusters Score -7089817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7089817.500000 Penalty: 5339.127930
	Iteration 115Q: 3 clusters Score -7089818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7089816.500000 Penalty: 5339.127930
	Iteration 116Q: 3 clusters Score -7089816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7089820.000000 Penalty: 5339.127930
	Iteration 117Q: 3 clusters Score -7089820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7089815.000000 Penalty: 5339.127930
	Iteration 118Q: 3 clusters Score -7089815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7089824.000000 Penalty: 5339.127930
	Iteration 119Q: 3 clusters Score -7089824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7089816.500000 Penalty: 5339.127930
	Iteration 120F: 3 clusters Score -7089816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7089818.500000 Penalty: 5339.127930
	Iteration 121Q: 3 clusters Score -7089818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7089823.000000 Penalty: 5339.127930
	Iteration 122Q: 3 clusters Score -7089823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7089824.000000 Penalty: 5339.127930
	Iteration 123Q: 3 clusters Score -7089824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7089823.500000 Penalty: 5339.127930
	Iteration 124Q: 3 clusters Score -7089824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7089823.500000 Penalty: 5339.127930
	Iteration 125F: 3 clusters Score -7089824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81589.000000 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82268.812500 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -82268.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82609.460938 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82609.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82979.812500 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82979.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83232.242188 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -83232.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83396.382812 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -83396.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -83644.250000 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83644.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -83718.554688 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83718.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83745.343750 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83745.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83798.710938 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83798.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -83818.687500 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83818.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -83821.898438 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83823.875000 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83823.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83825.078125 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -83825.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83826.968750 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -83826.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -83834.156250 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -83834.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83838.648438 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -83838.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -83845.750000 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -83845.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -83845.750000 Penalty: 3211.814697
	Iteration 18F: 3 clusters Score -83845.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137799152.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137800336.000000 to -137799152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Entering Unmasked Estep 
Score: -10181557.000000 Penalty: 2751.638672
	Iteration 0F: 2 clusters Score -1.018156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -10137514.000000 Penalty: 5503.277344
	Iteration 0F: 3 clusters Score -1.013751e+07 nChanged 30790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -10154496.000000 Penalty: 5503.277344
	Iteration 1F: 3 clusters Score -1.01545e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -10155172.000000 Penalty: 5503.277344
	Iteration 2Q: 3 clusters Score -1.015517e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -10155700.000000 Penalty: 5503.277344
	Iteration 3Q: 3 clusters Score -1.01557e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -10156320.000000 Penalty: 5503.277344
	Iteration 4Q: 3 clusters Score -1.015632e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -10157185.000000 Penalty: 5503.277344
	Iteration 5Q: 3 clusters Score -1.015718e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -10158375.000000 Penalty: 5503.277344
	Iteration 6Q: 3 clusters Score -1.015838e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -10160046.000000 Penalty: 5503.277344
	Iteration 7Q: 3 clusters Score -1.016005e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -10162627.000000 Penalty: 5503.277344
	Iteration 8F: 3 clusters Score -1.016263e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -10165381.000000 Penalty: 5503.277344
	Iteration 9F: 3 clusters Score -1.016538e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -10167899.000000 Penalty: 5503.277344
	Iteration 10F: 3 clusters Score -1.01679e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -10169983.000000 Penalty: 5503.277344
	Iteration 11F: 3 clusters Score -1.016998e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -10171258.000000 Penalty: 5503.277344
	Iteration 12Q: 3 clusters Score -1.017126e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -10172123.000000 Penalty: 5503.277344
	Iteration 13Q: 3 clusters Score -1.017212e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -10172708.000000 Penalty: 5503.277344
	Iteration 14Q: 3 clusters Score -1.017271e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -10173199.000000 Penalty: 5503.277344
	Iteration 15Q: 3 clusters Score -1.01732e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -10173467.000000 Penalty: 5503.277344
	Iteration 16Q: 3 clusters Score -1.017347e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -10173718.000000 Penalty: 5503.277344
	Iteration 17Q: 3 clusters Score -1.017372e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -10173927.000000 Penalty: 5503.277344
	Iteration 18Q: 3 clusters Score -1.017393e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -10174104.000000 Penalty: 5503.277344
	Iteration 19Q: 3 clusters Score -1.01741e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -10174244.000000 Penalty: 5503.277344
	Iteration 20F: 3 clusters Score -1.017424e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -10174437.000000 Penalty: 5503.277344
	Iteration 21Q: 3 clusters Score -1.017444e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -10174675.000000 Penalty: 5503.277344
	Iteration 22Q: 3 clusters Score -1.017468e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -10174953.000000 Penalty: 5503.277344
	Iteration 23Q: 3 clusters Score -1.017495e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -10175237.000000 Penalty: 5503.277344
	Iteration 24Q: 3 clusters Score -1.017524e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -10175595.000000 Penalty: 5503.277344
	Iteration 25Q: 3 clusters Score -1.01756e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -10176072.000000 Penalty: 5503.277344
	Iteration 26Q: 3 clusters Score -1.017607e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -10176548.000000 Penalty: 5503.277344
	Iteration 27Q: 3 clusters Score -1.017655e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -10177101.000000 Penalty: 5503.277344
	Iteration 28Q: 3 clusters Score -1.01771e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -10177725.000000 Penalty: 5503.277344
	Iteration 29Q: 3 clusters Score -1.017772e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -10178247.000000 Penalty: 5503.277344
	Iteration 30Q: 3 clusters Score -1.017825e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -10178669.000000 Penalty: 5503.277344
	Iteration 31Q: 3 clusters Score -1.017867e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -10178960.000000 Penalty: 5503.277344
	Iteration 32Q: 3 clusters Score -1.017896e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -10179143.000000 Penalty: 5503.277344
	Iteration 33Q: 3 clusters Score -1.017914e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -10179271.000000 Penalty: 5503.277344
	Iteration 34Q: 3 clusters Score -1.017927e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -10179398.000000 Penalty: 5503.277344
	Iteration 35Q: 3 clusters Score -1.01794e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -10179464.000000 Penalty: 5503.277344
	Iteration 36Q: 3 clusters Score -1.017946e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -10179566.000000 Penalty: 5503.277344
	Iteration 37Q: 3 clusters Score -1.017957e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -10179638.000000 Penalty: 5503.277344
	Iteration 38Q: 3 clusters Score -1.017964e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -10179731.000000 Penalty: 5503.277344
	Iteration 39Q: 3 clusters Score -1.017973e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -10179781.000000 Penalty: 5503.277344
	Iteration 40F: 3 clusters Score -1.017978e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -10179866.000000 Penalty: 5503.277344
	Iteration 41Q: 3 clusters Score -1.017987e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -10179893.000000 Penalty: 5503.277344
	Iteration 42Q: 3 clusters Score -1.017989e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -10179911.000000 Penalty: 5503.277344
	Iteration 43Q: 3 clusters Score -1.017991e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -10179930.000000 Penalty: 5503.277344
	Iteration 44Q: 3 clusters Score -1.017993e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -10179955.000000 Penalty: 5503.277344
	Iteration 45Q: 3 clusters Score -1.017996e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -10179910.000000 Penalty: 5503.277344
	Iteration 46Q: 3 clusters Score -1.017991e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -10179954.000000 Penalty: 5503.277344
	Iteration 47Q: 3 clusters Score -1.017995e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -10179970.000000 Penalty: 5503.277344
	Iteration 48Q: 3 clusters Score -1.017997e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -10180015.000000 Penalty: 5503.277344
	Iteration 49Q: 3 clusters Score -1.018002e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -10180048.000000 Penalty: 5503.277344
	Iteration 50Q: 3 clusters Score -1.018005e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -10180046.000000 Penalty: 5503.277344
	Iteration 51Q: 3 clusters Score -1.018005e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -10180063.000000 Penalty: 5503.277344
	Iteration 52Q: 3 clusters Score -1.018006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -10180046.000000 Penalty: 5503.277344
	Iteration 53Q: 3 clusters Score -1.018005e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -10180033.000000 Penalty: 5503.277344
	Iteration 54Q: 3 clusters Score -1.018003e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -10180036.000000 Penalty: 5503.277344
	Iteration 55Q: 3 clusters Score -1.018004e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -10180059.000000 Penalty: 5503.277344
	Iteration 56Q: 3 clusters Score -1.018006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -10180064.000000 Penalty: 5503.277344
	Iteration 57Q: 3 clusters Score -1.018006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -10180066.000000 Penalty: 5503.277344
	Iteration 58Q: 3 clusters Score -1.018007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -10180061.000000 Penalty: 5503.277344
	Iteration 59Q: 3 clusters Score -1.018006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -10180064.000000 Penalty: 5503.277344
	Iteration 60F: 3 clusters Score -1.018006e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -10180059.000000 Penalty: 5503.277344
	Iteration 61Q: 3 clusters Score -1.018006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -10180060.000000 Penalty: 5503.277344
	Iteration 62Q: 3 clusters Score -1.018006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -10180071.000000 Penalty: 5503.277344
	Iteration 63Q: 3 clusters Score -1.018007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -10180071.000000 Penalty: 5503.277344
	Iteration 64Q: 3 clusters Score -1.018007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -10180070.000000 Penalty: 5503.277344
	Iteration 65Q: 3 clusters Score -1.018007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -10180066.000000 Penalty: 5503.277344
	Iteration 66Q: 3 clusters Score -1.018007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -10180067.000000 Penalty: 5503.277344
	Iteration 67Q: 3 clusters Score -1.018007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -10180064.000000 Penalty: 5503.277344
	Iteration 68Q: 3 clusters Score -1.018006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -10180067.000000 Penalty: 5503.277344
	Iteration 69Q: 3 clusters Score -1.018007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -10180069.000000 Penalty: 5503.277344
	Iteration 70Q: 3 clusters Score -1.018007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -10180076.000000 Penalty: 5503.277344
	Iteration 71Q: 3 clusters Score -1.018008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -10180077.000000 Penalty: 5503.277344
	Iteration 72Q: 3 clusters Score -1.018008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -10180071.000000 Penalty: 5503.277344
	Iteration 73Q: 3 clusters Score -1.018007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -10180068.000000 Penalty: 5503.277344
	Iteration 74Q: 3 clusters Score -1.018007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -10180072.000000 Penalty: 5503.277344
	Iteration 75Q: 3 clusters Score -1.018007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -10180073.000000 Penalty: 5503.277344
	Iteration 76Q: 3 clusters Score -1.018007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -10180077.000000 Penalty: 5503.277344
	Iteration 77Q: 3 clusters Score -1.018008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -10180079.000000 Penalty: 5503.277344
	Iteration 78Q: 3 clusters Score -1.018008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -10180069.000000 Penalty: 5503.277344
	Iteration 79Q: 3 clusters Score -1.018007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -10180071.000000 Penalty: 5503.277344
	Iteration 80F: 3 clusters Score -1.018007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -10180067.000000 Penalty: 5503.277344
	Iteration 81Q: 3 clusters Score -1.018007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -10180062.000000 Penalty: 5503.277344
	Iteration 82Q: 3 clusters Score -1.018006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -10180066.000000 Penalty: 5503.277344
	Iteration 83Q: 3 clusters Score -1.018007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -10180066.000000 Penalty: 5503.277344
	Iteration 84F: 3 clusters Score -1.018007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Entering Unmasked Estep 
Score: -1860382.000000 Penalty: 2353.954590
	Iteration 0F: 2 clusters Score -1860382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1850660.000000 Penalty: 4707.909180
	Iteration 0F: 3 clusters Score -1850660 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1853645.125000 Penalty: 4707.909180
	Iteration 1F: 3 clusters Score -1853645 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1853992.375000 Penalty: 4707.909180
	Iteration 2F: 3 clusters Score -1853992 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1854241.250000 Penalty: 4707.909180
	Iteration 3Q: 3 clusters Score -1854241 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1854470.000000 Penalty: 4707.909180
	Iteration 4Q: 3 clusters Score -1854470 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1854705.500000 Penalty: 4707.909180
	Iteration 5Q: 3 clusters Score -1854706 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1854974.250000 Penalty: 4707.909180
	Iteration 6Q: 3 clusters Score -1854974 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1855281.000000 Penalty: 4707.909180
	Iteration 7Q: 3 clusters Score -1855281 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1855632.375000 Penalty: 4707.909180
	Iteration 8Q: 3 clusters Score -1855632 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1855986.125000 Penalty: 4707.909180
	Iteration 9Q: 3 clusters Score -1855986 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1856406.125000 Penalty: 4707.909180
	Iteration 10Q: 3 clusters Score -1856406 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1856850.500000 Penalty: 4707.909180
	Iteration 11Q: 3 clusters Score -1856850 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1857267.250000 Penalty: 4707.909180
	Iteration 12Q: 3 clusters Score -1857267 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1857604.125000 Penalty: 4707.909180
	Iteration 13Q: 3 clusters Score -1857604 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1857863.125000 Penalty: 4707.909180
	Iteration 14Q: 3 clusters Score -1857863 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1858024.625000 Penalty: 4707.909180
	Iteration 15Q: 3 clusters Score -1858025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1858135.000000 Penalty: 4707.909180
	Iteration 16Q: 3 clusters Score -1858135 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1858213.875000 Penalty: 4707.909180
	Iteration 17Q: 3 clusters Score -1858214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1858281.125000 Penalty: 4707.909180
	Iteration 18Q: 3 clusters Score -1858281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1858343.125000 Penalty: 4707.909180
	Iteration 19Q: 3 clusters Score -1858343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1858385.375000 Penalty: 4707.909180
	Iteration 20F: 3 clusters Score -1858385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1858418.000000 Penalty: 4707.909180
	Iteration 21Q: 3 clusters Score -1858418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1858445.125000 Penalty: 4707.909180
	Iteration 22Q: 3 clusters Score -1858445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1858472.125000 Penalty: 4707.909180
	Iteration 23Q: 3 clusters Score -1858472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1858489.375000 Penalty: 4707.909180
	Iteration 24Q: 3 clusters Score -1858489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1858517.125000 Penalty: 4707.909180
	Iteration 25Q: 3 clusters Score -1858517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1858541.500000 Penalty: 4707.909180
	Iteration 26Q: 3 clusters Score -1858542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1858552.875000 Penalty: 4707.909180
	Iteration 27Q: 3 clusters Score -1858553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1858561.625000 Penalty: 4707.909180
	Iteration 28Q: 3 clusters Score -1858562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1858571.500000 Penalty: 4707.909180
	Iteration 29Q: 3 clusters Score -1858572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1858571.500000 Penalty: 4707.909180
	Iteration 30Q: 3 clusters Score -1858572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1858570.875000 Penalty: 4707.909180
	Iteration 31Q: 3 clusters Score -1858571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1858572.750000 Penalty: 4707.909180
	Iteration 32Q: 3 clusters Score -1858573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1858576.000000 Penalty: 4707.909180
	Iteration 33Q: 3 clusters Score -1858576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1858576.875000 Penalty: 4707.909180
	Iteration 34Q: 3 clusters Score -1858577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1858576.875000 Penalty: 4707.909180
	Iteration 35F: 3 clusters Score -1858577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124419.132812 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124419.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -124970.132812 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124970.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125399.000000 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125693.968750 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125831.804688 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -125831.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125933.945312 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -125933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126004.406250 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -126004.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126064.703125 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126064.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126137.195312 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126190.968750 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126234.960938 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126321.218750 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126321.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126457.015625 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126551.500000 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126551.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126634.554688 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126634.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -126724.273438 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -126724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126776.968750 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -126777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126822.515625 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -126822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -126849.742188 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -126849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126854.328125 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -126854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -126855.015625 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -126855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 269 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798912.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137800336.000000 to -137798912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Entering Unmasked Estep 
Score: -7089245.500000 Penalty: 2668.260498
	Iteration 0F: 2 clusters Score -7089246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -7057427.500000 Penalty: 5336.520996
	Iteration 0F: 3 clusters Score -7057428 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -7069698.000000 Penalty: 5336.520996
	Iteration 1F: 3 clusters Score -7069698 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7070189.000000 Penalty: 5336.520996
	Iteration 2Q: 3 clusters Score -7070189 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -7070778.500000 Penalty: 5336.520996
	Iteration 3Q: 3 clusters Score -7070778 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -7071390.500000 Penalty: 5336.520996
	Iteration 4Q: 3 clusters Score -7071390 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -7071999.000000 Penalty: 5336.520996
	Iteration 5Q: 3 clusters Score -7071999 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7072735.500000 Penalty: 5336.520996
	Iteration 6Q: 3 clusters Score -7072736 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -7073709.500000 Penalty: 5336.520996
	Iteration 7Q: 3 clusters Score -7073710 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -7075052.000000 Penalty: 5336.520996
	Iteration 8F: 3 clusters Score -7075052 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -7076747.000000 Penalty: 5336.520996
	Iteration 9F: 3 clusters Score -7076747 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7078523.000000 Penalty: 5336.520996
	Iteration 10F: 3 clusters Score -7078523 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7080418.000000 Penalty: 5336.520996
	Iteration 11F: 3 clusters Score -7080418 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -7082099.000000 Penalty: 5336.520996
	Iteration 12Q: 3 clusters Score -7082099 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7083528.500000 Penalty: 5336.520996
	Iteration 13Q: 3 clusters Score -7083528 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7084710.000000 Penalty: 5336.520996
	Iteration 14Q: 3 clusters Score -7084710 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7085548.000000 Penalty: 5336.520996
	Iteration 15Q: 3 clusters Score -7085548 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7086102.500000 Penalty: 5336.520996
	Iteration 16Q: 3 clusters Score -7086102 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7086416.500000 Penalty: 5336.520996
	Iteration 17Q: 3 clusters Score -7086416 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7086597.000000 Penalty: 5336.520996
	Iteration 18Q: 3 clusters Score -7086597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7086711.000000 Penalty: 5336.520996
	Iteration 19Q: 3 clusters Score -7086711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7086776.500000 Penalty: 5336.520996
	Iteration 20F: 3 clusters Score -7086776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7086828.500000 Penalty: 5336.520996
	Iteration 21Q: 3 clusters Score -7086828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7086841.000000 Penalty: 5336.520996
	Iteration 22Q: 3 clusters Score -7086841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7086861.000000 Penalty: 5336.520996
	Iteration 23Q: 3 clusters Score -7086861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7086882.000000 Penalty: 5336.520996
	Iteration 24Q: 3 clusters Score -7086882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7086887.000000 Penalty: 5336.520996
	Iteration 25Q: 3 clusters Score -7086887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7086898.500000 Penalty: 5336.520996
	Iteration 26Q: 3 clusters Score -7086898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7086904.000000 Penalty: 5336.520996
	Iteration 27Q: 3 clusters Score -7086904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7086904.500000 Penalty: 5336.520996
	Iteration 28Q: 3 clusters Score -7086904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7086897.000000 Penalty: 5336.520996
	Iteration 29Q: 3 clusters Score -7086897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7086897.000000 Penalty: 5336.520996
	Iteration 30Q: 3 clusters Score -7086897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7086897.000000 Penalty: 5336.520996
	Iteration 31F: 3 clusters Score -7086897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Entering Unmasked Estep 
Score: -9678880.000000 Penalty: 2736.684570
	Iteration 0F: 2 clusters Score -9678880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -9637360.000000 Penalty: 5473.369141
	Iteration 0F: 3 clusters Score -9637360 nChanged 28796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -9653372.000000 Penalty: 5473.369141
	Iteration 1F: 3 clusters Score -9653372 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9654189.000000 Penalty: 5473.369141
	Iteration 2Q: 3 clusters Score -9654189 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -9655281.000000 Penalty: 5473.369141
	Iteration 3Q: 3 clusters Score -9655281 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9657080.000000 Penalty: 5473.369141
	Iteration 4F: 3 clusters Score -9657080 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -9660033.000000 Penalty: 5473.369141
	Iteration 5F: 3 clusters Score -9660033 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9664129.000000 Penalty: 5473.369141
	Iteration 6F: 3 clusters Score -9664129 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -9668861.000000 Penalty: 5473.369141
	Iteration 7F: 3 clusters Score -9668861 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -9672479.000000 Penalty: 5473.369141
	Iteration 8F: 3 clusters Score -9672479 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -9674656.000000 Penalty: 5473.369141
	Iteration 9Q: 3 clusters Score -9674656 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -9675613.000000 Penalty: 5473.369141
	Iteration 10Q: 3 clusters Score -9675613 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -9676052.000000 Penalty: 5473.369141
	Iteration 11Q: 3 clusters Score -9676052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -9676279.000000 Penalty: 5473.369141
	Iteration 12Q: 3 clusters Score -9676279 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -9676397.000000 Penalty: 5473.369141
	Iteration 13Q: 3 clusters Score -9676397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -9676468.000000 Penalty: 5473.369141
	Iteration 14Q: 3 clusters Score -9676468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -9676503.000000 Penalty: 5473.369141
	Iteration 15Q: 3 clusters Score -9676503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -9676527.000000 Penalty: 5473.369141
	Iteration 16Q: 3 clusters Score -9676527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -9676550.000000 Penalty: 5473.369141
	Iteration 17Q: 3 clusters Score -9676550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -9676563.000000 Penalty: 5473.369141
	Iteration 18Q: 3 clusters Score -9676563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -9676569.000000 Penalty: 5473.369141
	Iteration 19Q: 3 clusters Score -9676569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -9676574.000000 Penalty: 5473.369141
	Iteration 20F: 3 clusters Score -9676574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -9676578.000000 Penalty: 5473.369141
	Iteration 21Q: 3 clusters Score -9676578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -9676580.000000 Penalty: 5473.369141
	Iteration 22Q: 3 clusters Score -9676580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -9676588.000000 Penalty: 5473.369141
	Iteration 23Q: 3 clusters Score -9676588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -9676588.000000 Penalty: 5473.369141
	Iteration 24F: 3 clusters Score -9676588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Entering Unmasked Estep 
Score: -15918636.000000 Penalty: 2863.900146
	Iteration 0F: 2 clusters Score -1.591864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -15852080.000000 Penalty: 5727.800293
	Iteration 0F: 3 clusters Score -1.585208e+07 nChanged 48912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -15880325.000000 Penalty: 5727.800293
	Iteration 1F: 3 clusters Score -1.588032e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15881446.000000 Penalty: 5727.800293
	Iteration 2Q: 3 clusters Score -1.588145e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -15882775.000000 Penalty: 5727.800293
	Iteration 3Q: 3 clusters Score -1.588278e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -15885047.000000 Penalty: 5727.800293
	Iteration 4Q: 3 clusters Score -1.588505e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -15888531.000000 Penalty: 5727.800293
	Iteration 5F: 3 clusters Score -1.588853e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -15893521.000000 Penalty: 5727.800293
	Iteration 6F: 3 clusters Score -1.589352e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -15899892.000000 Penalty: 5727.800293
	Iteration 7F: 3 clusters Score -1.589989e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -15906531.000000 Penalty: 5727.800293
	Iteration 8F: 3 clusters Score -1.590653e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -15911605.000000 Penalty: 5727.800293
	Iteration 9F: 3 clusters Score -1.59116e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -15914269.000000 Penalty: 5727.800293
	Iteration 10Q: 3 clusters Score -1.591427e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -15915656.000000 Penalty: 5727.800293
	Iteration 11Q: 3 clusters Score -1.591566e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -15916077.000000 Penalty: 5727.800293
	Iteration 12Q: 3 clusters Score -1.591608e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -15916272.000000 Penalty: 5727.800293
	Iteration 13Q: 3 clusters Score -1.591627e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -15916346.000000 Penalty: 5727.800293
	Iteration 14Q: 3 clusters Score -1.591635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -15916378.000000 Penalty: 5727.800293
	Iteration 15Q: 3 clusters Score -1.591638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -15916405.000000 Penalty: 5727.800293
	Iteration 16Q: 3 clusters Score -1.59164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -15916415.000000 Penalty: 5727.800293
	Iteration 17Q: 3 clusters Score -1.591642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -15916424.000000 Penalty: 5727.800293
	Iteration 18Q: 3 clusters Score -1.591642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -15916437.000000 Penalty: 5727.800293
	Iteration 19Q: 3 clusters Score -1.591644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -15916441.000000 Penalty: 5727.800293
	Iteration 20F: 3 clusters Score -1.591644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -15916441.000000 Penalty: 5727.800293
	Iteration 21Q: 3 clusters Score -1.591644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -15916437.000000 Penalty: 5727.800293
	Iteration 22Q: 3 clusters Score -1.591644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -15916437.000000 Penalty: 5727.800293
	Iteration 23F: 3 clusters Score -1.591644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128528.164062 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128528.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129064.640625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -129064.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -129588.375000 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129588.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -130343.742188 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -130343.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -130587.601562 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130587.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -130721.351562 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -130721.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -130793.242188 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -130843.750000 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130849.828125 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130849.828125 Penalty: 3402.368896
	Iteration 9F: 3 clusters Score -130849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 700 members 
Entering Unmasked Estep 
Score: -137798896.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137800336.000000 to -137798896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107198 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800256.000000 Penalty: 91921.562500
Iteration 399Q: 28 clusters Score -1.378003e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 60048 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106267 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107191 members 
Mstep: Class 18 contains 99581 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103569 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 400F: 28 clusters Score -1.378003e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50984 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60049 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106266 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107191 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65858 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103571 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800272.000000 Penalty: 91921.562500
Iteration 401Q: 28 clusters Score -1.378003e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30678 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106266 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107188 members 
Mstep: Class 18 contains 99582 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65858 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47058 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103573 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800192.000000 Penalty: 91921.562500
Iteration 402Q: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50977 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106268 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107189 members 
Mstep: Class 18 contains 99584 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47058 members 
Mstep: Class 26 contains 62015 members 
Mstep: Class 27 contains 103567 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 403Q: 28 clusters Score -1.378002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30679 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50978 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60051 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106263 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 99583 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65859 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 62015 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 404Q: 28 clusters Score -1.378002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30678 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50977 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106263 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107193 members 
Mstep: Class 18 contains 99585 members 
Mstep: Class 20 contains 47304 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65859 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 62014 members 
Mstep: Class 27 contains 103570 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 91921.562500
Iteration 405Q: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50975 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60053 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106261 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107193 members 
Mstep: Class 18 contains 99588 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65859 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 62014 members 
Mstep: Class 27 contains 103570 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 406Q: 28 clusters Score -1.378001e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30675 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50979 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106260 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107193 members 
Mstep: Class 18 contains 99591 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65856 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 62014 members 
Mstep: Class 27 contains 103571 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 407Q: 28 clusters Score -1.378001e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50979 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60056 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106256 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107186 members 
Mstep: Class 18 contains 99593 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65857 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 62014 members 
Mstep: Class 27 contains 103576 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 408Q: 28 clusters Score -1.378001e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50977 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60061 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107180 members 
Mstep: Class 18 contains 99596 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65858 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103571 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 409Q: 28 clusters Score -1.378002e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50975 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60063 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107179 members 
Mstep: Class 18 contains 99594 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65863 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103570 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 410Q: 28 clusters Score -1.378002e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50978 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106258 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107176 members 
Mstep: Class 18 contains 99589 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65866 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103568 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 411Q: 28 clusters Score -1.378002e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40216 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50977 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106254 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107172 members 
Mstep: Class 18 contains 99590 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65867 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103573 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800208.000000 Penalty: 91921.562500
Iteration 412Q: 28 clusters Score -1.378002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50975 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 60068 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106251 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107167 members 
Mstep: Class 18 contains 99593 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65867 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 62016 members 
Mstep: Class 27 contains 103578 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800224.000000 Penalty: 91921.562500
Iteration 413Q: 28 clusters Score -1.378002e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 60069 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106246 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107164 members 
Mstep: Class 18 contains 99597 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65868 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62016 members 
Mstep: Class 27 contains 103582 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800192.000000 Penalty: 91921.562500
Iteration 414Q: 28 clusters Score -1.378002e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50968 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6562 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106242 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107159 members 
Mstep: Class 18 contains 99597 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65869 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62017 members 
Mstep: Class 27 contains 103590 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800304.000000 Penalty: 91921.562500
Iteration 415Q: 28 clusters Score -1.378003e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50968 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60071 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106241 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107161 members 
Mstep: Class 18 contains 99597 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65870 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47066 members 
Mstep: Class 26 contains 62015 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800256.000000 Penalty: 91921.562500
Iteration 416Q: 28 clusters Score -1.378003e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50968 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60072 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106239 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107164 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65872 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103584 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 91921.562500
Iteration 417Q: 28 clusters Score -1.378002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50967 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60073 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106234 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107164 members 
Mstep: Class 18 contains 99601 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65876 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103581 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 418Q: 28 clusters Score -1.378002e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50965 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60073 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106229 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107170 members 
Mstep: Class 18 contains 99601 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65881 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103579 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 419Q: 28 clusters Score -1.378001e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40218 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50965 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106230 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107167 members 
Mstep: Class 18 contains 99600 members 
Mstep: Class 20 contains 47302 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65886 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62012 members 
Mstep: Class 27 contains 103578 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 420F: 28 clusters Score -1.378001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50965 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106228 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107171 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47302 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65885 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103578 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 421Q: 28 clusters Score -1.378001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50962 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106223 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107175 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65886 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62011 members 
Mstep: Class 27 contains 103580 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800128.000000 Penalty: 91921.562500
Iteration 422Q: 28 clusters Score -1.378001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50959 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60078 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106222 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107177 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65885 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103582 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 423Q: 28 clusters Score -1.378001e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50961 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60079 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106220 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107174 members 
Mstep: Class 18 contains 99602 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65885 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103582 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 424Q: 28 clusters Score -1.378001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50961 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106219 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107174 members 
Mstep: Class 18 contains 99602 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65885 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103582 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 425Q: 28 clusters Score -1.378001e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50963 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106216 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107177 members 
Mstep: Class 18 contains 99600 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65886 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62006 members 
Mstep: Class 27 contains 103583 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 426Q: 28 clusters Score -1.378001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50963 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106212 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107177 members 
Mstep: Class 18 contains 99600 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65887 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62007 members 
Mstep: Class 27 contains 103584 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 427Q: 28 clusters Score -1.378001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50962 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106214 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107176 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65888 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103583 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 428Q: 28 clusters Score -1.378001e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50963 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106212 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107179 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65889 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47067 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103582 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 429Q: 28 clusters Score -1.378001e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50967 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106210 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107175 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65889 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47066 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103584 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 91921.562500
Iteration 430Q: 28 clusters Score -1.378001e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106209 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107173 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65889 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62008 members 
Mstep: Class 27 contains 103584 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 431Q: 28 clusters Score -1.378002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106207 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107169 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65890 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103587 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800176.000000 Penalty: 91921.562500
Iteration 432Q: 28 clusters Score -1.378002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106203 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107173 members 
Mstep: Class 18 contains 99597 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65890 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 91921.562500
Iteration 433Q: 28 clusters Score -1.378002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106200 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107173 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65891 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103590 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 91921.562500
Iteration 434Q: 28 clusters Score -1.378001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60082 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106201 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107169 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65892 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103591 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800096.000000 Penalty: 91921.562500
Iteration 435Q: 28 clusters Score -1.378001e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60085 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106199 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107165 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65893 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103593 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 436Q: 28 clusters Score -1.378001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106198 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65896 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62009 members 
Mstep: Class 27 contains 103592 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800032.000000 Penalty: 91921.562500
Iteration 437Q: 28 clusters Score -1.378e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107160 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65899 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103593 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 91921.562500
Iteration 438Q: 28 clusters Score -1.378001e+08 nChanged 7
Entering ConstructFrom: 
Score: -137800080.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (26966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Entering Unmasked Estep 
Score: -3913133.500000 Penalty: 2530.178467
	Iteration 0F: 2 clusters Score -3913134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3894547.000000 Penalty: 5060.356934
	Iteration 0F: 3 clusters Score -3894547 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3901211.500000 Penalty: 5060.356934
	Iteration 1F: 3 clusters Score -3901212 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3901715.000000 Penalty: 5060.356934
	Iteration 2F: 3 clusters Score -3901715 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3902276.250000 Penalty: 5060.356934
	Iteration 3Q: 3 clusters Score -3902276 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3902868.000000 Penalty: 5060.356934
	Iteration 4Q: 3 clusters Score -3902868 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3903675.250000 Penalty: 5060.356934
	Iteration 5F: 3 clusters Score -3903675 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3904687.000000 Penalty: 5060.356934
	Iteration 6F: 3 clusters Score -3904687 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3905890.250000 Penalty: 5060.356934
	Iteration 7F: 3 clusters Score -3905890 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3907134.000000 Penalty: 5060.356934
	Iteration 8F: 3 clusters Score -3907134 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3908299.750000 Penalty: 5060.356934
	Iteration 9F: 3 clusters Score -3908300 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3909276.500000 Penalty: 5060.356934
	Iteration 10Q: 3 clusters Score -3909276 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3909899.000000 Penalty: 5060.356934
	Iteration 11Q: 3 clusters Score -3909899 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3910310.750000 Penalty: 5060.356934
	Iteration 12Q: 3 clusters Score -3910311 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3910544.250000 Penalty: 5060.356934
	Iteration 13Q: 3 clusters Score -3910544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3910684.250000 Penalty: 5060.356934
	Iteration 14Q: 3 clusters Score -3910684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3910783.750000 Penalty: 5060.356934
	Iteration 15Q: 3 clusters Score -3910784 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3910844.500000 Penalty: 5060.356934
	Iteration 16Q: 3 clusters Score -3910844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3910892.750000 Penalty: 5060.356934
	Iteration 17Q: 3 clusters Score -3910893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3910917.250000 Penalty: 5060.356934
	Iteration 18Q: 3 clusters Score -3910917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3910940.000000 Penalty: 5060.356934
	Iteration 19Q: 3 clusters Score -3910940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3910959.750000 Penalty: 5060.356934
	Iteration 20F: 3 clusters Score -3910960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3910975.000000 Penalty: 5060.356934
	Iteration 21Q: 3 clusters Score -3910975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3910981.000000 Penalty: 5060.356934
	Iteration 22Q: 3 clusters Score -3910981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3910993.500000 Penalty: 5060.356934
	Iteration 23Q: 3 clusters Score -3910994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3910998.750000 Penalty: 5060.356934
	Iteration 24Q: 3 clusters Score -3910999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3911011.000000 Penalty: 5060.356934
	Iteration 25Q: 3 clusters Score -3911011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3911018.250000 Penalty: 5060.356934
	Iteration 26Q: 3 clusters Score -3911018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3911024.750000 Penalty: 5060.356934
	Iteration 27Q: 3 clusters Score -3911025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3911041.000000 Penalty: 5060.356934
	Iteration 28Q: 3 clusters Score -3911041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3911045.250000 Penalty: 5060.356934
	Iteration 29Q: 3 clusters Score -3911045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3911053.750000 Penalty: 5060.356934
	Iteration 30Q: 3 clusters Score -3911054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3911057.000000 Penalty: 5060.356934
	Iteration 31Q: 3 clusters Score -3911057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3911064.000000 Penalty: 5060.356934
	Iteration 32Q: 3 clusters Score -3911064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3911068.750000 Penalty: 5060.356934
	Iteration 33Q: 3 clusters Score -3911069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3911070.750000 Penalty: 5060.356934
	Iteration 34Q: 3 clusters Score -3911071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3911076.500000 Penalty: 5060.356934
	Iteration 35Q: 3 clusters Score -3911076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3911077.500000 Penalty: 5060.356934
	Iteration 36Q: 3 clusters Score -3911078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3911078.000000 Penalty: 5060.356934
	Iteration 37Q: 3 clusters Score -3911078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3911078.250000 Penalty: 5060.356934
	Iteration 38Q: 3 clusters Score -3911078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3911079.250000 Penalty: 5060.356934
	Iteration 39Q: 3 clusters Score -3911079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3911082.000000 Penalty: 5060.356934
	Iteration 40F: 3 clusters Score -3911082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Entering Unmasked Estep 
Score: -6235919.500000 Penalty: 2629.319580
	Iteration 0F: 2 clusters Score -6235920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6208609.500000 Penalty: 5258.639160
	Iteration 0F: 3 clusters Score -6208610 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -6218700.500000 Penalty: 5258.639160
	Iteration 1F: 3 clusters Score -6218700 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -6219202.000000 Penalty: 5258.639160
	Iteration 2Q: 3 clusters Score -6219202 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -6219760.000000 Penalty: 5258.639160
	Iteration 3Q: 3 clusters Score -6219760 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -6220484.500000 Penalty: 5258.639160
	Iteration 4Q: 3 clusters Score -6220484 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -6221460.500000 Penalty: 5258.639160
	Iteration 5Q: 3 clusters Score -6221460 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6222910.000000 Penalty: 5258.639160
	Iteration 6F: 3 clusters Score -6222910 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -6224961.000000 Penalty: 5258.639160
	Iteration 7F: 3 clusters Score -6224961 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6227442.000000 Penalty: 5258.639160
	Iteration 8F: 3 clusters Score -6227442 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6229915.000000 Penalty: 5258.639160
	Iteration 9F: 3 clusters Score -6229915 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -6231595.500000 Penalty: 5258.639160
	Iteration 10Q: 3 clusters Score -6231596 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -6232677.500000 Penalty: 5258.639160
	Iteration 11Q: 3 clusters Score -6232678 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6233173.000000 Penalty: 5258.639160
	Iteration 12Q: 3 clusters Score -6233173 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6233466.500000 Penalty: 5258.639160
	Iteration 13Q: 3 clusters Score -6233466 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6233643.000000 Penalty: 5258.639160
	Iteration 14Q: 3 clusters Score -6233643 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6233820.500000 Penalty: 5258.639160
	Iteration 15Q: 3 clusters Score -6233820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6233940.000000 Penalty: 5258.639160
	Iteration 16Q: 3 clusters Score -6233940 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6234058.000000 Penalty: 5258.639160
	Iteration 17Q: 3 clusters Score -6234058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6234142.000000 Penalty: 5258.639160
	Iteration 18Q: 3 clusters Score -6234142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6234195.000000 Penalty: 5258.639160
	Iteration 19Q: 3 clusters Score -6234195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6234215.000000 Penalty: 5258.639160
	Iteration 20F: 3 clusters Score -6234215 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6234279.500000 Penalty: 5258.639160
	Iteration 21Q: 3 clusters Score -6234280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6234321.500000 Penalty: 5258.639160
	Iteration 22Q: 3 clusters Score -6234322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6234350.000000 Penalty: 5258.639160
	Iteration 23Q: 3 clusters Score -6234350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6234369.500000 Penalty: 5258.639160
	Iteration 24Q: 3 clusters Score -6234370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6234393.000000 Penalty: 5258.639160
	Iteration 25Q: 3 clusters Score -6234393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6234434.000000 Penalty: 5258.639160
	Iteration 26Q: 3 clusters Score -6234434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6234444.500000 Penalty: 5258.639160
	Iteration 27Q: 3 clusters Score -6234444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6234443.500000 Penalty: 5258.639160
	Iteration 28Q: 3 clusters Score -6234444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6234450.500000 Penalty: 5258.639160
	Iteration 29Q: 3 clusters Score -6234450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6234459.500000 Penalty: 5258.639160
	Iteration 30Q: 3 clusters Score -6234460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6234464.000000 Penalty: 5258.639160
	Iteration 31Q: 3 clusters Score -6234464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6234477.000000 Penalty: 5258.639160
	Iteration 32Q: 3 clusters Score -6234477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6234493.000000 Penalty: 5258.639160
	Iteration 33Q: 3 clusters Score -6234493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6234499.000000 Penalty: 5258.639160
	Iteration 34Q: 3 clusters Score -6234499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6234493.500000 Penalty: 5258.639160
	Iteration 35Q: 3 clusters Score -6234494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6234513.000000 Penalty: 5258.639160
	Iteration 36Q: 3 clusters Score -6234513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6234514.000000 Penalty: 5258.639160
	Iteration 37Q: 3 clusters Score -6234514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6234527.000000 Penalty: 5258.639160
	Iteration 38Q: 3 clusters Score -6234527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6234524.000000 Penalty: 5258.639160
	Iteration 39Q: 3 clusters Score -6234524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6234530.000000 Penalty: 5258.639160
	Iteration 40F: 3 clusters Score -6234530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6234533.500000 Penalty: 5258.639160
	Iteration 41Q: 3 clusters Score -6234534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6234545.500000 Penalty: 5258.639160
	Iteration 42Q: 3 clusters Score -6234546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6234544.000000 Penalty: 5258.639160
	Iteration 43Q: 3 clusters Score -6234544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6234544.000000 Penalty: 5258.639160
	Iteration 44Q: 3 clusters Score -6234544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6234550.500000 Penalty: 5258.639160
	Iteration 45Q: 3 clusters Score -6234550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6234559.000000 Penalty: 5258.639160
	Iteration 46Q: 3 clusters Score -6234559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6234566.000000 Penalty: 5258.639160
	Iteration 47Q: 3 clusters Score -6234566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6234570.000000 Penalty: 5258.639160
	Iteration 48Q: 3 clusters Score -6234570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6234573.500000 Penalty: 5258.639160
	Iteration 49Q: 3 clusters Score -6234574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6234575.000000 Penalty: 5258.639160
	Iteration 50Q: 3 clusters Score -6234575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6234575.500000 Penalty: 5258.639160
	Iteration 51Q: 3 clusters Score -6234576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6234569.000000 Penalty: 5258.639160
	Iteration 52Q: 3 clusters Score -6234569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6234573.500000 Penalty: 5258.639160
	Iteration 53Q: 3 clusters Score -6234574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6234572.000000 Penalty: 5258.639160
	Iteration 54Q: 3 clusters Score -6234572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6234572.000000 Penalty: 5258.639160
	Iteration 55F: 3 clusters Score -6234572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 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 103 members 
Entering Unmasked Estep 
Score: -21218.511719 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21218.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21288.761719 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21288.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21296.513672 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21296.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21299.228516 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21299.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21303.417969 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21303.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21308.257812 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -21308.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21315.609375 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -21315.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21336.511719 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -21336.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21339.394531 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -21339.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21342.304688 Penalty: 2675.239258
	Iteration 9Q: 3 clusters Score -21342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21344.582031 Penalty: 2675.239258
	Iteration 10Q: 3 clusters Score -21344.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21345.279297 Penalty: 2675.239258
	Iteration 11Q: 3 clusters Score -21345.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21345.279297 Penalty: 2675.239258
	Iteration 12F: 3 clusters Score -21345.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Entering Unmasked Estep 
Score: -4731139.500000 Penalty: 2562.105957
	Iteration 0F: 2 clusters Score -4731140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4710208.500000 Penalty: 5124.211914
	Iteration 0F: 3 clusters Score -4710208 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4717815.500000 Penalty: 5124.211914
	Iteration 1F: 3 clusters Score -4717816 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4718378.000000 Penalty: 5124.211914
	Iteration 2Q: 3 clusters Score -4718378 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4718905.000000 Penalty: 5124.211914
	Iteration 3Q: 3 clusters Score -4718905 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4719378.000000 Penalty: 5124.211914
	Iteration 4Q: 3 clusters Score -4719378 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4719839.000000 Penalty: 5124.211914
	Iteration 5Q: 3 clusters Score -4719839 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4720360.000000 Penalty: 5124.211914
	Iteration 6Q: 3 clusters Score -4720360 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4720885.500000 Penalty: 5124.211914
	Iteration 7Q: 3 clusters Score -4720886 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4721499.000000 Penalty: 5124.211914
	Iteration 8Q: 3 clusters Score -4721499 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4722165.500000 Penalty: 5124.211914
	Iteration 9Q: 3 clusters Score -4722166 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4722898.500000 Penalty: 5124.211914
	Iteration 10Q: 3 clusters Score -4722898 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4723609.000000 Penalty: 5124.211914
	Iteration 11Q: 3 clusters Score -4723609 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4724166.000000 Penalty: 5124.211914
	Iteration 12Q: 3 clusters Score -4724166 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4724606.000000 Penalty: 5124.211914
	Iteration 13Q: 3 clusters Score -4724606 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4724934.000000 Penalty: 5124.211914
	Iteration 14Q: 3 clusters Score -4724934 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4725196.500000 Penalty: 5124.211914
	Iteration 15Q: 3 clusters Score -4725196 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4725438.500000 Penalty: 5124.211914
	Iteration 16Q: 3 clusters Score -4725438 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -4725618.000000 Penalty: 5124.211914
	Iteration 17Q: 3 clusters Score -4725618 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -4725831.000000 Penalty: 5124.211914
	Iteration 18Q: 3 clusters Score -4725831 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4726040.000000 Penalty: 5124.211914
	Iteration 19Q: 3 clusters Score -4726040 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4726205.500000 Penalty: 5124.211914
	Iteration 20F: 3 clusters Score -4726206 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4726417.000000 Penalty: 5124.211914
	Iteration 21Q: 3 clusters Score -4726417 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4726640.500000 Penalty: 5124.211914
	Iteration 22Q: 3 clusters Score -4726640 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4726850.500000 Penalty: 5124.211914
	Iteration 23Q: 3 clusters Score -4726850 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4727081.000000 Penalty: 5124.211914
	Iteration 24Q: 3 clusters Score -4727081 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -4727328.500000 Penalty: 5124.211914
	Iteration 25Q: 3 clusters Score -4727328 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4727576.000000 Penalty: 5124.211914
	Iteration 26Q: 3 clusters Score -4727576 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4727810.500000 Penalty: 5124.211914
	Iteration 27Q: 3 clusters Score -4727810 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4728050.000000 Penalty: 5124.211914
	Iteration 28Q: 3 clusters Score -4728050 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4728251.000000 Penalty: 5124.211914
	Iteration 29Q: 3 clusters Score -4728251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4728400.500000 Penalty: 5124.211914
	Iteration 30Q: 3 clusters Score -4728400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4728528.500000 Penalty: 5124.211914
	Iteration 31Q: 3 clusters Score -4728528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4728607.000000 Penalty: 5124.211914
	Iteration 32Q: 3 clusters Score -4728607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4728665.000000 Penalty: 5124.211914
	Iteration 33Q: 3 clusters Score -4728665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4728725.500000 Penalty: 5124.211914
	Iteration 34Q: 3 clusters Score -4728726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4728759.000000 Penalty: 5124.211914
	Iteration 35Q: 3 clusters Score -4728759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4728788.000000 Penalty: 5124.211914
	Iteration 36Q: 3 clusters Score -4728788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4728811.500000 Penalty: 5124.211914
	Iteration 37Q: 3 clusters Score -4728812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4728831.500000 Penalty: 5124.211914
	Iteration 38Q: 3 clusters Score -4728832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4728857.000000 Penalty: 5124.211914
	Iteration 39Q: 3 clusters Score -4728857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4728861.000000 Penalty: 5124.211914
	Iteration 40F: 3 clusters Score -4728861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4728872.500000 Penalty: 5124.211914
	Iteration 41Q: 3 clusters Score -4728872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4728877.000000 Penalty: 5124.211914
	Iteration 42Q: 3 clusters Score -4728877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4728900.500000 Penalty: 5124.211914
	Iteration 43Q: 3 clusters Score -4728900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4728910.000000 Penalty: 5124.211914
	Iteration 44Q: 3 clusters Score -4728910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4728917.500000 Penalty: 5124.211914
	Iteration 45Q: 3 clusters Score -4728918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4728927.000000 Penalty: 5124.211914
	Iteration 46Q: 3 clusters Score -4728927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4728937.500000 Penalty: 5124.211914
	Iteration 47Q: 3 clusters Score -4728938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4728944.500000 Penalty: 5124.211914
	Iteration 48Q: 3 clusters Score -4728944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4728951.000000 Penalty: 5124.211914
	Iteration 49Q: 3 clusters Score -4728951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4728952.000000 Penalty: 5124.211914
	Iteration 50Q: 3 clusters Score -4728952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4728957.000000 Penalty: 5124.211914
	Iteration 51Q: 3 clusters Score -4728957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4728960.500000 Penalty: 5124.211914
	Iteration 52Q: 3 clusters Score -4728960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4728960.500000 Penalty: 5124.211914
	Iteration 53Q: 3 clusters Score -4728960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4728963.500000 Penalty: 5124.211914
	Iteration 54Q: 3 clusters Score -4728964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4728963.000000 Penalty: 5124.211914
	Iteration 55Q: 3 clusters Score -4728963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4728966.500000 Penalty: 5124.211914
	Iteration 56Q: 3 clusters Score -4728966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4728966.500000 Penalty: 5124.211914
	Iteration 57Q: 3 clusters Score -4728966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4728967.000000 Penalty: 5124.211914
	Iteration 58Q: 3 clusters Score -4728967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4728964.000000 Penalty: 5124.211914
	Iteration 59Q: 3 clusters Score -4728964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4728968.000000 Penalty: 5124.211914
	Iteration 60F: 3 clusters Score -4728968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4728967.000000 Penalty: 5124.211914
	Iteration 61Q: 3 clusters Score -4728967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4728967.000000 Penalty: 5124.211914
	Iteration 62F: 3 clusters Score -4728967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -716997.375000 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -716997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -712579.437500 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -712579.4 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -713693.187500 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -713693.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -713919.187500 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -713919.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -714088.125000 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -714088.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -714201.500000 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -714201.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -714294.312500 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -714294.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -714373.500000 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -714373.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -714452.250000 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -714452.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -714534.000000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -714534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -714621.375000 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -714621.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -714703.812500 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -714703.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -714772.312500 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -714772.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -714847.562500 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -714847.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -714911.437500 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -714911.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -714962.250000 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -714962.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -715003.687500 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -715003.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -715033.250000 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -715033.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -715051.750000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -715051.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -715064.812500 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -715064.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -715073.500000 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -715073.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -715080.125000 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -715080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -715084.937500 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -715084.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -715090.562500 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -715090.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -715097.562500 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -715097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -715101.375000 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -715101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -715106.875000 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -715106.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -715106.437500 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -715106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -715109.250000 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -715109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -715110.750000 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -715110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -715112.562500 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -715112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -715116.375000 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -715116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -715123.562500 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -715123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -715125.562500 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -715125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -715127.750000 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -715127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -715132.000000 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -715132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -715136.062500 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -715136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -715140.437500 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -715140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -715141.062500 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -715141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -715141.250000 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -715141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -715143.125000 Penalty: 4208.191406
	Iteration 39Q: 3 clusters Score -715143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -715144.687500 Penalty: 4208.191406
	Iteration 40F: 3 clusters Score -715144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -715144.062500 Penalty: 4208.191406
	Iteration 41Q: 3 clusters Score -715144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -715145.437500 Penalty: 4208.191406
	Iteration 42Q: 3 clusters Score -715145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -715147.437500 Penalty: 4208.191406
	Iteration 43Q: 3 clusters Score -715147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -715146.187500 Penalty: 4208.191406
	Iteration 44Q: 3 clusters Score -715146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -715146.250000 Penalty: 4208.191406
	Iteration 45Q: 3 clusters Score -715146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -715147.187500 Penalty: 4208.191406
	Iteration 46Q: 3 clusters Score -715147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -715148.250000 Penalty: 4208.191406
	Iteration 47Q: 3 clusters Score -715148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -715148.250000 Penalty: 4208.191406
	Iteration 48F: 3 clusters Score -715148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Entering Unmasked Estep 
Score: -7891691.500000 Penalty: 2688.065430
	Iteration 0F: 2 clusters Score -7891692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -7857537.500000 Penalty: 5376.130859
	Iteration 0F: 3 clusters Score -7857538 nChanged 23441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -7870615.500000 Penalty: 5376.130859
	Iteration 1F: 3 clusters Score -7870616 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -7871102.000000 Penalty: 5376.130859
	Iteration 2Q: 3 clusters Score -7871102 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -7871690.500000 Penalty: 5376.130859
	Iteration 3Q: 3 clusters Score -7871690 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -7872285.500000 Penalty: 5376.130859
	Iteration 4Q: 3 clusters Score -7872286 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -7872913.500000 Penalty: 5376.130859
	Iteration 5Q: 3 clusters Score -7872914 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -7873747.000000 Penalty: 5376.130859
	Iteration 6Q: 3 clusters Score -7873747 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7874968.000000 Penalty: 5376.130859
	Iteration 7Q: 3 clusters Score -7874968 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -7876716.500000 Penalty: 5376.130859
	Iteration 8F: 3 clusters Score -7876716 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -7878824.500000 Penalty: 5376.130859
	Iteration 9F: 3 clusters Score -7878824 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -7881211.000000 Penalty: 5376.130859
	Iteration 10F: 3 clusters Score -7881211 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -7883376.500000 Penalty: 5376.130859
	Iteration 11F: 3 clusters Score -7883376 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -7884953.500000 Penalty: 5376.130859
	Iteration 12Q: 3 clusters Score -7884954 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -7886070.000000 Penalty: 5376.130859
	Iteration 13Q: 3 clusters Score -7886070 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7886815.000000 Penalty: 5376.130859
	Iteration 14Q: 3 clusters Score -7886815 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7887411.000000 Penalty: 5376.130859
	Iteration 15Q: 3 clusters Score -7887411 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7887913.500000 Penalty: 5376.130859
	Iteration 16Q: 3 clusters Score -7887914 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7888321.000000 Penalty: 5376.130859
	Iteration 17Q: 3 clusters Score -7888321 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7888666.500000 Penalty: 5376.130859
	Iteration 18Q: 3 clusters Score -7888666 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7888868.000000 Penalty: 5376.130859
	Iteration 19Q: 3 clusters Score -7888868 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7888979.500000 Penalty: 5376.130859
	Iteration 20F: 3 clusters Score -7888980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7889098.500000 Penalty: 5376.130859
	Iteration 21Q: 3 clusters Score -7889098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7889183.500000 Penalty: 5376.130859
	Iteration 22Q: 3 clusters Score -7889184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7889252.500000 Penalty: 5376.130859
	Iteration 23Q: 3 clusters Score -7889252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7889322.500000 Penalty: 5376.130859
	Iteration 24Q: 3 clusters Score -7889322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7889372.000000 Penalty: 5376.130859
	Iteration 25Q: 3 clusters Score -7889372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7889415.000000 Penalty: 5376.130859
	Iteration 26Q: 3 clusters Score -7889415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7889435.000000 Penalty: 5376.130859
	Iteration 27Q: 3 clusters Score -7889435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7889476.000000 Penalty: 5376.130859
	Iteration 28Q: 3 clusters Score -7889476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7889498.500000 Penalty: 5376.130859
	Iteration 29Q: 3 clusters Score -7889498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7889515.500000 Penalty: 5376.130859
	Iteration 30Q: 3 clusters Score -7889516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7889524.500000 Penalty: 5376.130859
	Iteration 31Q: 3 clusters Score -7889524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7889522.500000 Penalty: 5376.130859
	Iteration 32Q: 3 clusters Score -7889522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7889521.000000 Penalty: 5376.130859
	Iteration 33Q: 3 clusters Score -7889521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7889521.500000 Penalty: 5376.130859
	Iteration 34Q: 3 clusters Score -7889522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7889521.000000 Penalty: 5376.130859
	Iteration 35Q: 3 clusters Score -7889521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7889524.000000 Penalty: 5376.130859
	Iteration 36Q: 3 clusters Score -7889524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7889531.500000 Penalty: 5376.130859
	Iteration 37Q: 3 clusters Score -7889532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7889531.500000 Penalty: 5376.130859
	Iteration 38Q: 3 clusters Score -7889532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7889530.000000 Penalty: 5376.130859
	Iteration 39Q: 3 clusters Score -7889530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7889527.000000 Penalty: 5376.130859
	Iteration 40F: 3 clusters Score -7889527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7889526.500000 Penalty: 5376.130859
	Iteration 41Q: 3 clusters Score -7889526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7889526.500000 Penalty: 5376.130859
	Iteration 42F: 3 clusters Score -7889526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Entering Unmasked Estep 
Score: -3092258.750000 Penalty: 2460.854492
	Iteration 0F: 2 clusters Score -3092259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3077929.500000 Penalty: 4921.708984
	Iteration 0F: 3 clusters Score -3077930 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3082913.750000 Penalty: 4921.708984
	Iteration 1F: 3 clusters Score -3082914 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3083388.500000 Penalty: 4921.708984
	Iteration 2F: 3 clusters Score -3083388 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3083897.750000 Penalty: 4921.708984
	Iteration 3F: 3 clusters Score -3083898 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3084454.500000 Penalty: 4921.708984
	Iteration 4F: 3 clusters Score -3084454 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3085132.500000 Penalty: 4921.708984
	Iteration 5F: 3 clusters Score -3085132 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3085867.500000 Penalty: 4921.708984
	Iteration 6F: 3 clusters Score -3085868 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3086661.250000 Penalty: 4921.708984
	Iteration 7F: 3 clusters Score -3086661 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3087375.000000 Penalty: 4921.708984
	Iteration 8F: 3 clusters Score -3087375 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3088052.750000 Penalty: 4921.708984
	Iteration 9Q: 3 clusters Score -3088053 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3088632.000000 Penalty: 4921.708984
	Iteration 10Q: 3 clusters Score -3088632 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3089169.000000 Penalty: 4921.708984
	Iteration 11Q: 3 clusters Score -3089169 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3089603.500000 Penalty: 4921.708984
	Iteration 12Q: 3 clusters Score -3089604 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3089880.250000 Penalty: 4921.708984
	Iteration 13Q: 3 clusters Score -3089880 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3090023.250000 Penalty: 4921.708984
	Iteration 14Q: 3 clusters Score -3090023 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3090107.000000 Penalty: 4921.708984
	Iteration 15Q: 3 clusters Score -3090107 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3090137.000000 Penalty: 4921.708984
	Iteration 16Q: 3 clusters Score -3090137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3090171.500000 Penalty: 4921.708984
	Iteration 17Q: 3 clusters Score -3090172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3090195.500000 Penalty: 4921.708984
	Iteration 18Q: 3 clusters Score -3090196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3090219.250000 Penalty: 4921.708984
	Iteration 19Q: 3 clusters Score -3090219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3090238.750000 Penalty: 4921.708984
	Iteration 20F: 3 clusters Score -3090239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3090249.750000 Penalty: 4921.708984
	Iteration 21Q: 3 clusters Score -3090250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3090263.000000 Penalty: 4921.708984
	Iteration 22Q: 3 clusters Score -3090263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3090277.500000 Penalty: 4921.708984
	Iteration 23Q: 3 clusters Score -3090278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3090293.500000 Penalty: 4921.708984
	Iteration 24Q: 3 clusters Score -3090294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3090300.500000 Penalty: 4921.708984
	Iteration 25Q: 3 clusters Score -3090300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3090311.000000 Penalty: 4921.708984
	Iteration 26Q: 3 clusters Score -3090311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3090316.750000 Penalty: 4921.708984
	Iteration 27Q: 3 clusters Score -3090317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3090329.250000 Penalty: 4921.708984
	Iteration 28Q: 3 clusters Score -3090329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3090323.500000 Penalty: 4921.708984
	Iteration 29Q: 3 clusters Score -3090324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3090329.750000 Penalty: 4921.708984
	Iteration 30Q: 3 clusters Score -3090330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3090332.000000 Penalty: 4921.708984
	Iteration 31Q: 3 clusters Score -3090332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3090342.500000 Penalty: 4921.708984
	Iteration 32Q: 3 clusters Score -3090342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3090345.500000 Penalty: 4921.708984
	Iteration 33Q: 3 clusters Score -3090346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3090343.750000 Penalty: 4921.708984
	Iteration 34Q: 3 clusters Score -3090344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3090350.500000 Penalty: 4921.708984
	Iteration 35Q: 3 clusters Score -3090350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3090353.500000 Penalty: 4921.708984
	Iteration 36Q: 3 clusters Score -3090354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3090357.250000 Penalty: 4921.708984
	Iteration 37Q: 3 clusters Score -3090357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3090358.500000 Penalty: 4921.708984
	Iteration 38Q: 3 clusters Score -3090358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3090356.500000 Penalty: 4921.708984
	Iteration 39Q: 3 clusters Score -3090356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3090353.000000 Penalty: 4921.708984
	Iteration 40F: 3 clusters Score -3090353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3090352.000000 Penalty: 4921.708984
	Iteration 41Q: 3 clusters Score -3090352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3090357.250000 Penalty: 4921.708984
	Iteration 42Q: 3 clusters Score -3090357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3090352.000000 Penalty: 4921.708984
	Iteration 43Q: 3 clusters Score -3090352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3090360.000000 Penalty: 4921.708984
	Iteration 44Q: 3 clusters Score -3090360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3090364.250000 Penalty: 4921.708984
	Iteration 45Q: 3 clusters Score -3090364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3090365.250000 Penalty: 4921.708984
	Iteration 46Q: 3 clusters Score -3090365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3090369.500000 Penalty: 4921.708984
	Iteration 47Q: 3 clusters Score -3090370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3090370.250000 Penalty: 4921.708984
	Iteration 48Q: 3 clusters Score -3090370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3090367.000000 Penalty: 4921.708984
	Iteration 49Q: 3 clusters Score -3090367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3090376.750000 Penalty: 4921.708984
	Iteration 50Q: 3 clusters Score -3090377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3090374.000000 Penalty: 4921.708984
	Iteration 51Q: 3 clusters Score -3090374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3090373.500000 Penalty: 4921.708984
	Iteration 52Q: 3 clusters Score -3090374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3090376.500000 Penalty: 4921.708984
	Iteration 53Q: 3 clusters Score -3090376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3090376.500000 Penalty: 4921.708984
	Iteration 54Q: 3 clusters Score -3090376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3090373.750000 Penalty: 4921.708984
	Iteration 55Q: 3 clusters Score -3090374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3090382.750000 Penalty: 4921.708984
	Iteration 56Q: 3 clusters Score -3090383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3090392.250000 Penalty: 4921.708984
	Iteration 57Q: 3 clusters Score -3090392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3090404.500000 Penalty: 4921.708984
	Iteration 58Q: 3 clusters Score -3090404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3090410.000000 Penalty: 4921.708984
	Iteration 59Q: 3 clusters Score -3090410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3090407.250000 Penalty: 4921.708984
	Iteration 60F: 3 clusters Score -3090407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3090410.500000 Penalty: 4921.708984
	Iteration 61Q: 3 clusters Score -3090410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3090416.500000 Penalty: 4921.708984
	Iteration 62Q: 3 clusters Score -3090416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3090422.500000 Penalty: 4921.708984
	Iteration 63Q: 3 clusters Score -3090422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3090425.250000 Penalty: 4921.708984
	Iteration 64Q: 3 clusters Score -3090425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3090424.750000 Penalty: 4921.708984
	Iteration 65Q: 3 clusters Score -3090425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3090424.000000 Penalty: 4921.708984
	Iteration 66Q: 3 clusters Score -3090424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3090425.250000 Penalty: 4921.708984
	Iteration 67Q: 3 clusters Score -3090425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3090421.250000 Penalty: 4921.708984
	Iteration 68Q: 3 clusters Score -3090421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3090430.250000 Penalty: 4921.708984
	Iteration 69Q: 3 clusters Score -3090430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3090430.500000 Penalty: 4921.708984
	Iteration 70Q: 3 clusters Score -3090430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3090432.500000 Penalty: 4921.708984
	Iteration 71Q: 3 clusters Score -3090432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3090430.250000 Penalty: 4921.708984
	Iteration 72Q: 3 clusters Score -3090430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3090429.250000 Penalty: 4921.708984
	Iteration 73Q: 3 clusters Score -3090429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3090428.750000 Penalty: 4921.708984
	Iteration 74Q: 3 clusters Score -3090429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3090429.000000 Penalty: 4921.708984
	Iteration 75Q: 3 clusters Score -3090429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3090429.750000 Penalty: 4921.708984
	Iteration 76Q: 3 clusters Score -3090430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3090433.500000 Penalty: 4921.708984
	Iteration 77Q: 3 clusters Score -3090434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3090432.750000 Penalty: 4921.708984
	Iteration 78Q: 3 clusters Score -3090433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3090437.750000 Penalty: 4921.708984
	Iteration 79Q: 3 clusters Score -3090438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3090437.500000 Penalty: 4921.708984
	Iteration 80F: 3 clusters Score -3090438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3090439.500000 Penalty: 4921.708984
	Iteration 81Q: 3 clusters Score -3090440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3090441.250000 Penalty: 4921.708984
	Iteration 82Q: 3 clusters Score -3090441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3090438.250000 Penalty: 4921.708984
	Iteration 83Q: 3 clusters Score -3090438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3090446.250000 Penalty: 4921.708984
	Iteration 84Q: 3 clusters Score -3090446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3090453.500000 Penalty: 4921.708984
	Iteration 85Q: 3 clusters Score -3090454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3090450.750000 Penalty: 4921.708984
	Iteration 86Q: 3 clusters Score -3090451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3090450.250000 Penalty: 4921.708984
	Iteration 87Q: 3 clusters Score -3090450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3090455.750000 Penalty: 4921.708984
	Iteration 88Q: 3 clusters Score -3090456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3090454.000000 Penalty: 4921.708984
	Iteration 89Q: 3 clusters Score -3090454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3090449.500000 Penalty: 4921.708984
	Iteration 90Q: 3 clusters Score -3090450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3090449.750000 Penalty: 4921.708984
	Iteration 91Q: 3 clusters Score -3090450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3090452.500000 Penalty: 4921.708984
	Iteration 92Q: 3 clusters Score -3090452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3090452.250000 Penalty: 4921.708984
	Iteration 93Q: 3 clusters Score -3090452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3090451.000000 Penalty: 4921.708984
	Iteration 94Q: 3 clusters Score -3090451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3090451.000000 Penalty: 4921.708984
	Iteration 95F: 3 clusters Score -3090451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -1044120.937500 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -1044121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1038296.437500 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -1038296 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1039854.437500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -1039854 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1040117.937500 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -1040118 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1040334.875000 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -1040335 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1040496.187500 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -1040496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1040675.562500 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -1040676 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1040846.250000 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -1040846 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1041010.687500 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -1041011 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1041127.375000 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -1041127 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1041213.500000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -1041214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1041295.437500 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -1041295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1041367.250000 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -1041367 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1041423.687500 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -1041424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1041478.562500 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -1041479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1041528.187500 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -1041528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1041561.375000 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -1041561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1041594.312500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -1041594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1041623.062500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -1041623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1041647.812500 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -1041648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1041661.750000 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -1041662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1041675.375000 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -1041675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1041690.875000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -1041691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1041707.375000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -1041707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1041728.000000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -1041728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1041745.875000 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -1041746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1041768.062500 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -1041768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1041781.312500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -1041781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1041805.312500 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -1041805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1041826.437500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -1041826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1041854.437500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -1041854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1041882.562500 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -1041883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1041914.312500 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -1041914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1041946.937500 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -1041947 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1041990.562500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -1041991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1042039.625000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -1042040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1042087.062500 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -1042087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1042115.812500 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -1042116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1042150.500000 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -1042150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1042179.812500 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -1042180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1042207.375000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -1042207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1042230.875000 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -1042231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1042255.812500 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -1042256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1042282.500000 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -1042282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1042313.187500 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -1042313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1042340.375000 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -1042340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1042360.312500 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -1042360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1042385.625000 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -1042386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1042402.312500 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -1042402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1042421.000000 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -1042421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1042437.750000 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -1042438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1042452.750000 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -1042453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1042469.937500 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -1042470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1042486.687500 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -1042487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1042510.250000 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -1042510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1042541.437500 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -1042541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1042572.125000 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -1042572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1042595.000000 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -1042595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1042611.875000 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -1042612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1042631.500000 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -1042632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1042642.062500 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -1042642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1042663.375000 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -1042663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1042702.875000 Penalty: 4395.370117
	Iteration 61Q: 3 clusters Score -1042703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1042727.125000 Penalty: 4395.370117
	Iteration 62Q: 3 clusters Score -1042727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1042738.750000 Penalty: 4395.370117
	Iteration 63Q: 3 clusters Score -1042739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1042750.687500 Penalty: 4395.370117
	Iteration 64Q: 3 clusters Score -1042751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1042755.687500 Penalty: 4395.370117
	Iteration 65Q: 3 clusters Score -1042756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1042757.250000 Penalty: 4395.370117
	Iteration 66Q: 3 clusters Score -1042757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1042760.875000 Penalty: 4395.370117
	Iteration 67Q: 3 clusters Score -1042761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1042766.312500 Penalty: 4395.370117
	Iteration 68Q: 3 clusters Score -1042766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1042772.187500 Penalty: 4395.370117
	Iteration 69Q: 3 clusters Score -1042772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1042775.750000 Penalty: 4395.370117
	Iteration 70Q: 3 clusters Score -1042776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1042776.625000 Penalty: 4395.370117
	Iteration 71Q: 3 clusters Score -1042777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1042776.812500 Penalty: 4395.370117
	Iteration 72Q: 3 clusters Score -1042777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1042777.062500 Penalty: 4395.370117
	Iteration 73Q: 3 clusters Score -1042777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1042778.562500 Penalty: 4395.370117
	Iteration 74Q: 3 clusters Score -1042779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1042778.562500 Penalty: 4395.370117
	Iteration 75F: 3 clusters Score -1042779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -345118.000000 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345118 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -345771.562500 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345771.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346008.625000 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -346008.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -346198.468750 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346198.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -346380.062500 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346380.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -346547.125000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346547.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -346672.125000 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346672.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -346761.718750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346761.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -346832.312500 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346832.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -346881.937500 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346881.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -346911.093750 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346911.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -346939.500000 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346939.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -346960.750000 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346960.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -346976.875000 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -346984.406250 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -346990.687500 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -346997.093750 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -347008.468750 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -347008.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347022.843750 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -347022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347035.031250 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -347035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -347047.000000 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -347047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -347061.718750 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -347061.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -347078.875000 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -347078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -347085.937500 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -347085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -347088.468750 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -347088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -347092.593750 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -347092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -347096.468750 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -347096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -347098.000000 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -347098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -347098.625000 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -347098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -347099.906250 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -347099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -347100.500000 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -347100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347101.531250 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -347101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347101.531250 Penalty: 3919.083008
	Iteration 32F: 3 clusters Score -347101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -1005956.062500 Penalty: 2179.646729
	Iteration 0F: 2 clusters Score -1005956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1000476.062500 Penalty: 4359.293457
	Iteration 0F: 3 clusters Score -1000476 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1001828.687500 Penalty: 4359.293457
	Iteration 1F: 3 clusters Score -1001829 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1002032.687500 Penalty: 4359.293457
	Iteration 2F: 3 clusters Score -1002033 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1002167.437500 Penalty: 4359.293457
	Iteration 3Q: 3 clusters Score -1002167 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1002268.562500 Penalty: 4359.293457
	Iteration 4Q: 3 clusters Score -1002269 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1002347.250000 Penalty: 4359.293457
	Iteration 5Q: 3 clusters Score -1002347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1002424.187500 Penalty: 4359.293457
	Iteration 6Q: 3 clusters Score -1002424 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1002499.000000 Penalty: 4359.293457
	Iteration 7Q: 3 clusters Score -1002499 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1002577.062500 Penalty: 4359.293457
	Iteration 8Q: 3 clusters Score -1002577 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1002665.875000 Penalty: 4359.293457
	Iteration 9Q: 3 clusters Score -1002666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1002756.625000 Penalty: 4359.293457
	Iteration 10Q: 3 clusters Score -1002757 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1002858.500000 Penalty: 4359.293457
	Iteration 11Q: 3 clusters Score -1002858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1002979.062500 Penalty: 4359.293457
	Iteration 12Q: 3 clusters Score -1002979 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1003082.125000 Penalty: 4359.293457
	Iteration 13Q: 3 clusters Score -1003082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1003190.625000 Penalty: 4359.293457
	Iteration 14Q: 3 clusters Score -1003191 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1003338.000000 Penalty: 4359.293457
	Iteration 15Q: 3 clusters Score -1003338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1003519.125000 Penalty: 4359.293457
	Iteration 16Q: 3 clusters Score -1003519 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1003721.062500 Penalty: 4359.293457
	Iteration 17Q: 3 clusters Score -1003721 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1003877.250000 Penalty: 4359.293457
	Iteration 18Q: 3 clusters Score -1003877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1004010.312500 Penalty: 4359.293457
	Iteration 19Q: 3 clusters Score -1004010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1004107.937500 Penalty: 4359.293457
	Iteration 20F: 3 clusters Score -1004108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1004166.625000 Penalty: 4359.293457
	Iteration 21Q: 3 clusters Score -1004167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1004202.312500 Penalty: 4359.293457
	Iteration 22Q: 3 clusters Score -1004202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1004225.750000 Penalty: 4359.293457
	Iteration 23Q: 3 clusters Score -1004226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1004237.062500 Penalty: 4359.293457
	Iteration 24Q: 3 clusters Score -1004237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1004244.187500 Penalty: 4359.293457
	Iteration 25Q: 3 clusters Score -1004244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1004250.625000 Penalty: 4359.293457
	Iteration 26Q: 3 clusters Score -1004251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1004256.812500 Penalty: 4359.293457
	Iteration 27Q: 3 clusters Score -1004257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1004259.125000 Penalty: 4359.293457
	Iteration 28Q: 3 clusters Score -1004259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1004260.375000 Penalty: 4359.293457
	Iteration 29Q: 3 clusters Score -1004260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1004261.625000 Penalty: 4359.293457
	Iteration 30Q: 3 clusters Score -1004262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1004261.562500 Penalty: 4359.293457
	Iteration 31Q: 3 clusters Score -1004262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1004261.562500 Penalty: 4359.293457
	Iteration 32F: 3 clusters Score -1004262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Entering Unmasked Estep 
Score: -9359633.000000 Penalty: 2728.875977
	Iteration 0F: 2 clusters Score -9359633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -9319563.000000 Penalty: 5457.751953
	Iteration 0F: 3 clusters Score -9319563 nChanged 27753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -9335218.000000 Penalty: 5457.751953
	Iteration 1F: 3 clusters Score -9335218 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -9335903.000000 Penalty: 5457.751953
	Iteration 2Q: 3 clusters Score -9335903 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -9336565.000000 Penalty: 5457.751953
	Iteration 3Q: 3 clusters Score -9336565 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -9337445.000000 Penalty: 5457.751953
	Iteration 4Q: 3 clusters Score -9337445 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -9338764.000000 Penalty: 5457.751953
	Iteration 5Q: 3 clusters Score -9338764 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9340679.000000 Penalty: 5457.751953
	Iteration 6F: 3 clusters Score -9340679 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -9343701.000000 Penalty: 5457.751953
	Iteration 7F: 3 clusters Score -9343701 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -9347475.000000 Penalty: 5457.751953
	Iteration 8F: 3 clusters Score -9347475 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -9351086.000000 Penalty: 5457.751953
	Iteration 9F: 3 clusters Score -9351086 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -9353852.000000 Penalty: 5457.751953
	Iteration 10F: 3 clusters Score -9353852 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -9355418.000000 Penalty: 5457.751953
	Iteration 11Q: 3 clusters Score -9355418 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -9356227.000000 Penalty: 5457.751953
	Iteration 12Q: 3 clusters Score -9356227 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -9356677.000000 Penalty: 5457.751953
	Iteration 13Q: 3 clusters Score -9356677 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -9356874.000000 Penalty: 5457.751953
	Iteration 14Q: 3 clusters Score -9356874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -9356997.000000 Penalty: 5457.751953
	Iteration 15Q: 3 clusters Score -9356997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -9357069.000000 Penalty: 5457.751953
	Iteration 16Q: 3 clusters Score -9357069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -9357116.000000 Penalty: 5457.751953
	Iteration 17Q: 3 clusters Score -9357116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -9357171.000000 Penalty: 5457.751953
	Iteration 18Q: 3 clusters Score -9357171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9357183.000000 Penalty: 5457.751953
	Iteration 19Q: 3 clusters Score -9357183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -9357206.000000 Penalty: 5457.751953
	Iteration 20F: 3 clusters Score -9357206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -9357234.000000 Penalty: 5457.751953
	Iteration 21Q: 3 clusters Score -9357234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -9357225.000000 Penalty: 5457.751953
	Iteration 22Q: 3 clusters Score -9357225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -9357247.000000 Penalty: 5457.751953
	Iteration 23Q: 3 clusters Score -9357247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -9357257.000000 Penalty: 5457.751953
	Iteration 24Q: 3 clusters Score -9357257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -9357263.000000 Penalty: 5457.751953
	Iteration 25Q: 3 clusters Score -9357263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -9357268.000000 Penalty: 5457.751953
	Iteration 26Q: 3 clusters Score -9357268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -9357266.000000 Penalty: 5457.751953
	Iteration 27Q: 3 clusters Score -9357266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -9357266.000000 Penalty: 5457.751953
	Iteration 28Q: 3 clusters Score -9357266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -9357266.000000 Penalty: 5457.751953
	Iteration 29F: 3 clusters Score -9357266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -439356.312500 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -439356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -435970.250000 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -435970.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -436786.593750 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -436786.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -437082.093750 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -437082.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -437281.906250 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -437281.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -437439.843750 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -437439.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -437590.812500 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -437590.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -437731.656250 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -437731.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -437882.062500 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -437882.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -438050.406250 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -438050.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -438201.375000 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -438201.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -438364.906250 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -438364.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -438512.593750 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -438512.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -438632.781250 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -438632.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -438728.843750 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -438728.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -438786.187500 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -438786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -438811.687500 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -438811.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -438820.875000 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -438820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -438823.593750 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -438823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -438826.593750 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -438826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -438828.375000 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -438828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -438829.968750 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -438830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -438830.437500 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -438830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -438830.875000 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -438830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -438830.875000 Penalty: 3999.747803
	Iteration 23F: 3 clusters Score -438830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41239.164062 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41239.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41587.046875 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41587.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41812.832031 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41812.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41960.082031 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41960.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42008.746094 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42008.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42069.312500 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42069.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42114.382812 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42114.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42147.628906 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42147.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42176.226562 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42176.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42182.273438 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42182.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42182.273438 Penalty: 2916.744385
	Iteration 10F: 3 clusters Score -42182.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Entering Unmasked Estep 
Score: -16352649.000000 Penalty: 2870.116699
	Iteration 0F: 2 clusters Score -1.635265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -16282462.000000 Penalty: 5740.233398
	Iteration 0F: 3 clusters Score -1.628246e+07 nChanged 50373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -16310853.000000 Penalty: 5740.233398
	Iteration 1F: 3 clusters Score -1.631085e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -16311459.000000 Penalty: 5740.233398
	Iteration 2Q: 3 clusters Score -1.631146e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -16311987.000000 Penalty: 5740.233398
	Iteration 3Q: 3 clusters Score -1.631199e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -16312584.000000 Penalty: 5740.233398
	Iteration 4Q: 3 clusters Score -1.631258e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -16313201.000000 Penalty: 5740.233398
	Iteration 5Q: 3 clusters Score -1.63132e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -16314209.000000 Penalty: 5740.233398
	Iteration 6Q: 3 clusters Score -1.631421e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -16315787.000000 Penalty: 5740.233398
	Iteration 7Q: 3 clusters Score -1.631579e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -16318242.000000 Penalty: 5740.233398
	Iteration 8F: 3 clusters Score -1.631824e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -16322490.000000 Penalty: 5740.233398
	Iteration 9F: 3 clusters Score -1.632249e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -16328587.000000 Penalty: 5740.233398
	Iteration 10F: 3 clusters Score -1.632859e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -16335694.000000 Penalty: 5740.233398
	Iteration 11F: 3 clusters Score -1.633569e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -16341548.000000 Penalty: 5740.233398
	Iteration 12F: 3 clusters Score -1.634155e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -16345479.000000 Penalty: 5740.233398
	Iteration 13Q: 3 clusters Score -1.634548e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -16347616.000000 Penalty: 5740.233398
	Iteration 14Q: 3 clusters Score -1.634762e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -16348806.000000 Penalty: 5740.233398
	Iteration 15Q: 3 clusters Score -1.634881e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -16349439.000000 Penalty: 5740.233398
	Iteration 16Q: 3 clusters Score -1.634944e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -16349944.000000 Penalty: 5740.233398
	Iteration 17Q: 3 clusters Score -1.634994e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -16350152.000000 Penalty: 5740.233398
	Iteration 18Q: 3 clusters Score -1.635015e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16350365.000000 Penalty: 5740.233398
	Iteration 19Q: 3 clusters Score -1.635036e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -16350473.000000 Penalty: 5740.233398
	Iteration 20F: 3 clusters Score -1.635047e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -16350567.000000 Penalty: 5740.233398
	Iteration 21Q: 3 clusters Score -1.635057e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -16350640.000000 Penalty: 5740.233398
	Iteration 22Q: 3 clusters Score -1.635064e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -16350665.000000 Penalty: 5740.233398
	Iteration 23Q: 3 clusters Score -1.635066e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -16350707.000000 Penalty: 5740.233398
	Iteration 24Q: 3 clusters Score -1.635071e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16350747.000000 Penalty: 5740.233398
	Iteration 25Q: 3 clusters Score -1.635075e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -16350747.000000 Penalty: 5740.233398
	Iteration 26Q: 3 clusters Score -1.635075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16350800.000000 Penalty: 5740.233398
	Iteration 27Q: 3 clusters Score -1.63508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16350805.000000 Penalty: 5740.233398
	Iteration 28Q: 3 clusters Score -1.63508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16350822.000000 Penalty: 5740.233398
	Iteration 29Q: 3 clusters Score -1.635082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16350824.000000 Penalty: 5740.233398
	Iteration 30Q: 3 clusters Score -1.635082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -16350812.000000 Penalty: 5740.233398
	Iteration 31Q: 3 clusters Score -1.635081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16350823.000000 Penalty: 5740.233398
	Iteration 32Q: 3 clusters Score -1.635082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -16350825.000000 Penalty: 5740.233398
	Iteration 33Q: 3 clusters Score -1.635082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16350829.000000 Penalty: 5740.233398
	Iteration 34Q: 3 clusters Score -1.635083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16350818.000000 Penalty: 5740.233398
	Iteration 35Q: 3 clusters Score -1.635082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16350822.000000 Penalty: 5740.233398
	Iteration 36Q: 3 clusters Score -1.635082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -16350824.000000 Penalty: 5740.233398
	Iteration 37Q: 3 clusters Score -1.635082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16350824.000000 Penalty: 5740.233398
	Iteration 38Q: 3 clusters Score -1.635082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16350834.000000 Penalty: 5740.233398
	Iteration 39Q: 3 clusters Score -1.635083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -16350832.000000 Penalty: 5740.233398
	Iteration 40F: 3 clusters Score -1.635083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -16350833.000000 Penalty: 5740.233398
	Iteration 41Q: 3 clusters Score -1.635083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16350830.000000 Penalty: 5740.233398
	Iteration 42Q: 3 clusters Score -1.635083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16350836.000000 Penalty: 5740.233398
	Iteration 43Q: 3 clusters Score -1.635084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16350843.000000 Penalty: 5740.233398
	Iteration 44Q: 3 clusters Score -1.635084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16350850.000000 Penalty: 5740.233398
	Iteration 45Q: 3 clusters Score -1.635085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104670 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16350846.000000 Penalty: 5740.233398
	Iteration 46Q: 3 clusters Score -1.635085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16350853.000000 Penalty: 5740.233398
	Iteration 47Q: 3 clusters Score -1.635085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16350864.000000 Penalty: 5740.233398
	Iteration 48Q: 3 clusters Score -1.635086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16350871.000000 Penalty: 5740.233398
	Iteration 49Q: 3 clusters Score -1.635087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -16350879.000000 Penalty: 5740.233398
	Iteration 50Q: 3 clusters Score -1.635088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16350885.000000 Penalty: 5740.233398
	Iteration 51Q: 3 clusters Score -1.635088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16350875.000000 Penalty: 5740.233398
	Iteration 52Q: 3 clusters Score -1.635088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16350858.000000 Penalty: 5740.233398
	Iteration 53Q: 3 clusters Score -1.635086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16350870.000000 Penalty: 5740.233398
	Iteration 54Q: 3 clusters Score -1.635087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16350867.000000 Penalty: 5740.233398
	Iteration 55Q: 3 clusters Score -1.635087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16350871.000000 Penalty: 5740.233398
	Iteration 56Q: 3 clusters Score -1.635087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16350862.000000 Penalty: 5740.233398
	Iteration 57Q: 3 clusters Score -1.635086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16350855.000000 Penalty: 5740.233398
	Iteration 58Q: 3 clusters Score -1.635086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16350864.000000 Penalty: 5740.233398
	Iteration 59Q: 3 clusters Score -1.635086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16350865.000000 Penalty: 5740.233398
	Iteration 60F: 3 clusters Score -1.635086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16350869.000000 Penalty: 5740.233398
	Iteration 61Q: 3 clusters Score -1.635087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -16350864.000000 Penalty: 5740.233398
	Iteration 62Q: 3 clusters Score -1.635086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16350875.000000 Penalty: 5740.233398
	Iteration 63Q: 3 clusters Score -1.635088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16350870.000000 Penalty: 5740.233398
	Iteration 64Q: 3 clusters Score -1.635087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16350868.000000 Penalty: 5740.233398
	Iteration 65Q: 3 clusters Score -1.635087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16350865.000000 Penalty: 5740.233398
	Iteration 66Q: 3 clusters Score -1.635086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -16350868.000000 Penalty: 5740.233398
	Iteration 67Q: 3 clusters Score -1.635087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16350869.000000 Penalty: 5740.233398
	Iteration 68Q: 3 clusters Score -1.635087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16350867.000000 Penalty: 5740.233398
	Iteration 69Q: 3 clusters Score -1.635087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16350867.000000 Penalty: 5740.233398
	Iteration 70F: 3 clusters Score -1.635087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -313978.343750 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -313978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -311337.906250 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -311337.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311818.281250 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -311818.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -311950.312500 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -311950.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -312030.250000 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -312030.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -312077.156250 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -312077.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312113.312500 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -312113.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -312144.187500 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -312144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -312165.875000 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -312165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -312179.000000 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -312179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -312206.937500 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -312206.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -312228.812500 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -312228.8 nChanged 22
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: -312247.812500 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -312247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -312265.875000 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -312265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312279.937500 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -312279.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -312299.843750 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -312299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -312321.656250 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -312321.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -312342.031250 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -312342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -312364.250000 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -312364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -312380.750000 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -312380.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -312394.750000 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -312394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -312404.906250 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -312404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -312411.437500 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -312411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -312418.062500 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -312418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -312426.375000 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -312426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -312433.281250 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -312433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -312437.156250 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -312437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -312441.468750 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -312441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312445.906250 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -312445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -312451.156250 Penalty: 3778.652588
	Iteration 28Q: 3 clusters Score -312451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -312457.000000 Penalty: 3778.652588
	Iteration 29Q: 3 clusters Score -312457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -312463.093750 Penalty: 3778.652588
	Iteration 30Q: 3 clusters Score -312463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -312469.406250 Penalty: 3778.652588
	Iteration 31Q: 3 clusters Score -312469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -312476.312500 Penalty: 3778.652588
	Iteration 32Q: 3 clusters Score -312476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -312483.718750 Penalty: 3778.652588
	Iteration 33Q: 3 clusters Score -312483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -312488.968750 Penalty: 3778.652588
	Iteration 34Q: 3 clusters Score -312489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -312491.156250 Penalty: 3778.652588
	Iteration 35Q: 3 clusters Score -312491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -312492.125000 Penalty: 3778.652588
	Iteration 36Q: 3 clusters Score -312492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -312492.562500 Penalty: 3778.652588
	Iteration 37Q: 3 clusters Score -312492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -312492.562500 Penalty: 3778.652588
	Iteration 38F: 3 clusters Score -312492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -761918.062500 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -761918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -757268.812500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -757268.8 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -758516.500000 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -758516.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -758898.312500 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -758898.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -759210.250000 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -759210.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -759465.875000 Penalty: 4240.919922
	Iteration 4F: 3 clusters Score -759465.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -759719.187500 Penalty: 4240.919922
	Iteration 5F: 3 clusters Score -759719.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -759949.812500 Penalty: 4240.919922
	Iteration 6F: 3 clusters Score -759949.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -760145.062500 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -760145.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -760296.625000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -760296.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -760407.437500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -760407.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -760482.375000 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -760482.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -760530.562500 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -760530.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -760572.250000 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -760572.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -760605.437500 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -760605.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -760622.250000 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -760622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -760630.187500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -760630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -760641.812500 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -760641.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -760648.062500 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -760648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -760654.250000 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -760654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -760656.187500 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -760656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -760660.187500 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -760660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -760662.625000 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -760662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -760665.062500 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -760665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -760665.687500 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -760665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -760665.687500 Penalty: 4240.919922
	Iteration 24F: 3 clusters Score -760665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Entering Unmasked Estep 
Score: -16558558.000000 Penalty: 2872.360107
	Iteration 0F: 2 clusters Score -1.655856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -16489517.000000 Penalty: 5744.720215
	Iteration 0F: 3 clusters Score -1.648952e+07 nChanged 50931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -16519002.000000 Penalty: 5744.720215
	Iteration 1F: 3 clusters Score -1.6519e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -16519995.000000 Penalty: 5744.720215
	Iteration 2Q: 3 clusters Score -1.652e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -16521450.000000 Penalty: 5744.720215
	Iteration 3Q: 3 clusters Score -1.652145e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -16523848.000000 Penalty: 5744.720215
	Iteration 4F: 3 clusters Score -1.652385e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -16528235.000000 Penalty: 5744.720215
	Iteration 5F: 3 clusters Score -1.652824e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -16535170.000000 Penalty: 5744.720215
	Iteration 6F: 3 clusters Score -1.653517e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -16543507.000000 Penalty: 5744.720215
	Iteration 7F: 3 clusters Score -1.654351e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -16550396.000000 Penalty: 5744.720215
	Iteration 8F: 3 clusters Score -1.65504e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -16554204.000000 Penalty: 5744.720215
	Iteration 9Q: 3 clusters Score -1.65542e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -16555645.000000 Penalty: 5744.720215
	Iteration 10Q: 3 clusters Score -1.655564e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -16555986.000000 Penalty: 5744.720215
	Iteration 11Q: 3 clusters Score -1.655599e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -16556114.000000 Penalty: 5744.720215
	Iteration 12Q: 3 clusters Score -1.655611e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -16556169.000000 Penalty: 5744.720215
	Iteration 13Q: 3 clusters Score -1.655617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -16556213.000000 Penalty: 5744.720215
	Iteration 14Q: 3 clusters Score -1.655621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -16556228.000000 Penalty: 5744.720215
	Iteration 15Q: 3 clusters Score -1.655623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -16556229.000000 Penalty: 5744.720215
	Iteration 16Q: 3 clusters Score -1.655623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -16556232.000000 Penalty: 5744.720215
	Iteration 17Q: 3 clusters Score -1.655623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -16556254.000000 Penalty: 5744.720215
	Iteration 18Q: 3 clusters Score -1.655625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -16556254.000000 Penalty: 5744.720215
	Iteration 19Q: 3 clusters Score -1.655625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -16556266.000000 Penalty: 5744.720215
	Iteration 20F: 3 clusters Score -1.655627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -16556247.000000 Penalty: 5744.720215
	Iteration 21Q: 3 clusters Score -1.655625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -16556258.000000 Penalty: 5744.720215
	Iteration 22Q: 3 clusters Score -1.655626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -16556257.000000 Penalty: 5744.720215
	Iteration 23Q: 3 clusters Score -1.655626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -16556261.000000 Penalty: 5744.720215
	Iteration 24Q: 3 clusters Score -1.655626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -16556259.000000 Penalty: 5744.720215
	Iteration 25Q: 3 clusters Score -1.655626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -16556259.000000 Penalty: 5744.720215
	Iteration 26F: 3 clusters Score -1.655626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Entering Unmasked Estep 
Score: -15311011.000000 Penalty: 2854.206543
	Iteration 0F: 2 clusters Score -1.531101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -15246925.000000 Penalty: 5708.413086
	Iteration 0F: 3 clusters Score -1.524692e+07 nChanged 47049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -15273358.000000 Penalty: 5708.413086
	Iteration 1F: 3 clusters Score -1.527336e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -15274316.000000 Penalty: 5708.413086
	Iteration 2Q: 3 clusters Score -1.527432e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -15275668.000000 Penalty: 5708.413086
	Iteration 3Q: 3 clusters Score -1.527567e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -15277766.000000 Penalty: 5708.413086
	Iteration 4Q: 3 clusters Score -1.527777e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -15280794.000000 Penalty: 5708.413086
	Iteration 5F: 3 clusters Score -1.528079e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -15285318.000000 Penalty: 5708.413086
	Iteration 6F: 3 clusters Score -1.528532e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -15290647.000000 Penalty: 5708.413086
	Iteration 7F: 3 clusters Score -1.529065e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -15295790.000000 Penalty: 5708.413086
	Iteration 8F: 3 clusters Score -1.529579e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -15299712.000000 Penalty: 5708.413086
	Iteration 9F: 3 clusters Score -1.529971e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -15302148.000000 Penalty: 5708.413086
	Iteration 10Q: 3 clusters Score -1.530215e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -15303718.000000 Penalty: 5708.413086
	Iteration 11Q: 3 clusters Score -1.530372e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -15304677.000000 Penalty: 5708.413086
	Iteration 12Q: 3 clusters Score -1.530468e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -15305493.000000 Penalty: 5708.413086
	Iteration 13Q: 3 clusters Score -1.530549e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -15306116.000000 Penalty: 5708.413086
	Iteration 14Q: 3 clusters Score -1.530612e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -15306624.000000 Penalty: 5708.413086
	Iteration 15Q: 3 clusters Score -1.530662e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -15307253.000000 Penalty: 5708.413086
	Iteration 16Q: 3 clusters Score -1.530725e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -15307672.000000 Penalty: 5708.413086
	Iteration 17Q: 3 clusters Score -1.530767e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -15308086.000000 Penalty: 5708.413086
	Iteration 18Q: 3 clusters Score -1.530809e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -15308415.000000 Penalty: 5708.413086
	Iteration 19Q: 3 clusters Score -1.530842e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -15308648.000000 Penalty: 5708.413086
	Iteration 20F: 3 clusters Score -1.530865e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -15308889.000000 Penalty: 5708.413086
	Iteration 21Q: 3 clusters Score -1.530889e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -15309045.000000 Penalty: 5708.413086
	Iteration 22Q: 3 clusters Score -1.530904e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 94219 members 
Entering Unmasked Estep 
Score: -15309124.000000 Penalty: 5708.413086
	Iteration 23Q: 3 clusters Score -1.530912e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -15309298.000000 Penalty: 5708.413086
	Iteration 24Q: 3 clusters Score -1.53093e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -15309384.000000 Penalty: 5708.413086
	Iteration 25Q: 3 clusters Score -1.530938e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -15309418.000000 Penalty: 5708.413086
	Iteration 26Q: 3 clusters Score -1.530942e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -15309428.000000 Penalty: 5708.413086
	Iteration 27Q: 3 clusters Score -1.530943e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -15309473.000000 Penalty: 5708.413086
	Iteration 28Q: 3 clusters Score -1.530947e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -15309454.000000 Penalty: 5708.413086
	Iteration 29Q: 3 clusters Score -1.530945e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -15309481.000000 Penalty: 5708.413086
	Iteration 30Q: 3 clusters Score -1.530948e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -15309553.000000 Penalty: 5708.413086
	Iteration 31Q: 3 clusters Score -1.530955e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -15309542.000000 Penalty: 5708.413086
	Iteration 32Q: 3 clusters Score -1.530954e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -15309562.000000 Penalty: 5708.413086
	Iteration 33Q: 3 clusters Score -1.530956e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -15309563.000000 Penalty: 5708.413086
	Iteration 34Q: 3 clusters Score -1.530956e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -15309554.000000 Penalty: 5708.413086
	Iteration 35Q: 3 clusters Score -1.530955e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -15309567.000000 Penalty: 5708.413086
	Iteration 36Q: 3 clusters Score -1.530957e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -15309575.000000 Penalty: 5708.413086
	Iteration 37Q: 3 clusters Score -1.530958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -15309564.000000 Penalty: 5708.413086
	Iteration 38Q: 3 clusters Score -1.530956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -15309582.000000 Penalty: 5708.413086
	Iteration 39Q: 3 clusters Score -1.530958e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -15309580.000000 Penalty: 5708.413086
	Iteration 40F: 3 clusters Score -1.530958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -15309571.000000 Penalty: 5708.413086
	Iteration 41Q: 3 clusters Score -1.530957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -15309544.000000 Penalty: 5708.413086
	Iteration 42Q: 3 clusters Score -1.530954e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -15309524.000000 Penalty: 5708.413086
	Iteration 43Q: 3 clusters Score -1.530952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -15309526.000000 Penalty: 5708.413086
	Iteration 44Q: 3 clusters Score -1.530953e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -15309531.000000 Penalty: 5708.413086
	Iteration 45Q: 3 clusters Score -1.530953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -15309525.000000 Penalty: 5708.413086
	Iteration 46Q: 3 clusters Score -1.530952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -15309517.000000 Penalty: 5708.413086
	Iteration 47Q: 3 clusters Score -1.530952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -15309531.000000 Penalty: 5708.413086
	Iteration 48Q: 3 clusters Score -1.530953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -15309527.000000 Penalty: 5708.413086
	Iteration 49Q: 3 clusters Score -1.530953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -15309528.000000 Penalty: 5708.413086
	Iteration 50Q: 3 clusters Score -1.530953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -15309535.000000 Penalty: 5708.413086
	Iteration 51Q: 3 clusters Score -1.530954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -15309530.000000 Penalty: 5708.413086
	Iteration 52Q: 3 clusters Score -1.530953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -15309536.000000 Penalty: 5708.413086
	Iteration 53Q: 3 clusters Score -1.530954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -15309555.000000 Penalty: 5708.413086
	Iteration 54Q: 3 clusters Score -1.530956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -15309565.000000 Penalty: 5708.413086
	Iteration 55Q: 3 clusters Score -1.530956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15309563.000000 Penalty: 5708.413086
	Iteration 56Q: 3 clusters Score -1.530956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -15309564.000000 Penalty: 5708.413086
	Iteration 57Q: 3 clusters Score -1.530956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -15309556.000000 Penalty: 5708.413086
	Iteration 58Q: 3 clusters Score -1.530956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -15309561.000000 Penalty: 5708.413086
	Iteration 59Q: 3 clusters Score -1.530956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 97930 members 
Entering Unmasked Estep 
Score: -15309567.000000 Penalty: 5708.413086
	Iteration 60F: 3 clusters Score -1.530957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -15309573.000000 Penalty: 5708.413086
	Iteration 61Q: 3 clusters Score -1.530957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -15309561.000000 Penalty: 5708.413086
	Iteration 62Q: 3 clusters Score -1.530956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -15309559.000000 Penalty: 5708.413086
	Iteration 63Q: 3 clusters Score -1.530956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -15309554.000000 Penalty: 5708.413086
	Iteration 64Q: 3 clusters Score -1.530955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -15309554.000000 Penalty: 5708.413086
	Iteration 65Q: 3 clusters Score -1.530955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -15309547.000000 Penalty: 5708.413086
	Iteration 66Q: 3 clusters Score -1.530955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -15309572.000000 Penalty: 5708.413086
	Iteration 67Q: 3 clusters Score -1.530957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -15309563.000000 Penalty: 5708.413086
	Iteration 68Q: 3 clusters Score -1.530956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -15309576.000000 Penalty: 5708.413086
	Iteration 69Q: 3 clusters Score -1.530958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -15309573.000000 Penalty: 5708.413086
	Iteration 70Q: 3 clusters Score -1.530957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -15309560.000000 Penalty: 5708.413086
	Iteration 71Q: 3 clusters Score -1.530956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -15309560.000000 Penalty: 5708.413086
	Iteration 72F: 3 clusters Score -1.530956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Entering Unmasked Estep 
Score: -7091837.500000 Penalty: 2669.553467
	Iteration 0F: 2 clusters Score -7091838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -7059806.500000 Penalty: 5339.106934
	Iteration 0F: 3 clusters Score -7059806 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7072081.500000 Penalty: 5339.106934
	Iteration 1F: 3 clusters Score -7072082 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -7072690.500000 Penalty: 5339.106934
	Iteration 2Q: 3 clusters Score -7072690 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7073281.500000 Penalty: 5339.106934
	Iteration 3Q: 3 clusters Score -7073282 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -7073953.000000 Penalty: 5339.106934
	Iteration 4Q: 3 clusters Score -7073953 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7074723.000000 Penalty: 5339.106934
	Iteration 5Q: 3 clusters Score -7074723 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7075729.500000 Penalty: 5339.106934
	Iteration 6Q: 3 clusters Score -7075730 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -7077047.000000 Penalty: 5339.106934
	Iteration 7F: 3 clusters Score -7077047 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -7078918.500000 Penalty: 5339.106934
	Iteration 8F: 3 clusters Score -7078918 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -7081060.500000 Penalty: 5339.106934
	Iteration 9F: 3 clusters Score -7081060 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7083352.500000 Penalty: 5339.106934
	Iteration 10F: 3 clusters Score -7083352 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -7085616.000000 Penalty: 5339.106934
	Iteration 11F: 3 clusters Score -7085616 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -7087274.500000 Penalty: 5339.106934
	Iteration 12Q: 3 clusters Score -7087274 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -7088327.500000 Penalty: 5339.106934
	Iteration 13Q: 3 clusters Score -7088328 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -7088913.000000 Penalty: 5339.106934
	Iteration 14Q: 3 clusters Score -7088913 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -7089177.000000 Penalty: 5339.106934
	Iteration 15Q: 3 clusters Score -7089177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -7089322.500000 Penalty: 5339.106934
	Iteration 16Q: 3 clusters Score -7089322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7089412.000000 Penalty: 5339.106934
	Iteration 17Q: 3 clusters Score -7089412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -7089470.000000 Penalty: 5339.106934
	Iteration 18Q: 3 clusters Score -7089470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -7089528.500000 Penalty: 5339.106934
	Iteration 19Q: 3 clusters Score -7089528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -7089563.000000 Penalty: 5339.106934
	Iteration 20F: 3 clusters Score -7089563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -7089586.000000 Penalty: 5339.106934
	Iteration 21Q: 3 clusters Score -7089586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -7089595.000000 Penalty: 5339.106934
	Iteration 22Q: 3 clusters Score -7089595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -7089609.000000 Penalty: 5339.106934
	Iteration 23Q: 3 clusters Score -7089609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -7089615.000000 Penalty: 5339.106934
	Iteration 24Q: 3 clusters Score -7089615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -7089623.500000 Penalty: 5339.106934
	Iteration 25Q: 3 clusters Score -7089624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -7089621.000000 Penalty: 5339.106934
	Iteration 26Q: 3 clusters Score -7089621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -7089626.000000 Penalty: 5339.106934
	Iteration 27Q: 3 clusters Score -7089626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -7089635.000000 Penalty: 5339.106934
	Iteration 28Q: 3 clusters Score -7089635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -7089638.000000 Penalty: 5339.106934
	Iteration 29Q: 3 clusters Score -7089638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -7089636.000000 Penalty: 5339.106934
	Iteration 30Q: 3 clusters Score -7089636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -7089643.500000 Penalty: 5339.106934
	Iteration 31Q: 3 clusters Score -7089644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -7089645.000000 Penalty: 5339.106934
	Iteration 32Q: 3 clusters Score -7089645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -7089646.500000 Penalty: 5339.106934
	Iteration 33Q: 3 clusters Score -7089646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -7089647.000000 Penalty: 5339.106934
	Iteration 34Q: 3 clusters Score -7089647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -7089647.000000 Penalty: 5339.106934
	Iteration 35Q: 3 clusters Score -7089647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7089652.000000 Penalty: 5339.106934
	Iteration 36Q: 3 clusters Score -7089652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -7089654.500000 Penalty: 5339.106934
	Iteration 37Q: 3 clusters Score -7089654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -7089658.500000 Penalty: 5339.106934
	Iteration 38Q: 3 clusters Score -7089658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -7089653.500000 Penalty: 5339.106934
	Iteration 39Q: 3 clusters Score -7089654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -7089658.500000 Penalty: 5339.106934
	Iteration 40F: 3 clusters Score -7089658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -7089658.000000 Penalty: 5339.106934
	Iteration 41Q: 3 clusters Score -7089658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -7089654.500000 Penalty: 5339.106934
	Iteration 42Q: 3 clusters Score -7089654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -7089654.500000 Penalty: 5339.106934
	Iteration 43F: 3 clusters Score -7089654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 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 291 members 
Entering Unmasked Estep 
Score: -81524.460938 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81524.46 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81953.531250 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -81953.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82321.273438 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82321.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82711.359375 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82711.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83045.320312 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -83045.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83312.703125 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -83312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83492.437500 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83492.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83663.085938 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83663.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83676.789062 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83676.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83686.398438 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83687.882812 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83687.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83691.429688 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83691.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83691.429688 Penalty: 3211.814697
	Iteration 12F: 3 clusters Score -83691.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103591 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798960.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137800080.000000 to -137798960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Entering Unmasked Estep 
Score: -10187620.000000 Penalty: 2751.785400
	Iteration 0F: 2 clusters Score -1.018762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -10143660.000000 Penalty: 5503.570801
	Iteration 0F: 3 clusters Score -1.014366e+07 nChanged 30522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -10160700.000000 Penalty: 5503.570801
	Iteration 1F: 3 clusters Score -1.01607e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -10161312.000000 Penalty: 5503.570801
	Iteration 2Q: 3 clusters Score -1.016131e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10161966.000000 Penalty: 5503.570801
	Iteration 3Q: 3 clusters Score -1.016197e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10162762.000000 Penalty: 5503.570801
	Iteration 4Q: 3 clusters Score -1.016276e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -10163813.000000 Penalty: 5503.570801
	Iteration 5Q: 3 clusters Score -1.016381e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -10165356.000000 Penalty: 5503.570801
	Iteration 6Q: 3 clusters Score -1.016536e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -10167551.000000 Penalty: 5503.570801
	Iteration 7F: 3 clusters Score -1.016755e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -10170457.000000 Penalty: 5503.570801
	Iteration 8F: 3 clusters Score -1.017046e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -10173676.000000 Penalty: 5503.570801
	Iteration 9F: 3 clusters Score -1.017368e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10176764.000000 Penalty: 5503.570801
	Iteration 10F: 3 clusters Score -1.017676e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -10179377.000000 Penalty: 5503.570801
	Iteration 11Q: 3 clusters Score -1.017938e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -10181279.000000 Penalty: 5503.570801
	Iteration 12Q: 3 clusters Score -1.018128e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -10182626.000000 Penalty: 5503.570801
	Iteration 13Q: 3 clusters Score -1.018263e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -10183526.000000 Penalty: 5503.570801
	Iteration 14Q: 3 clusters Score -1.018353e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -10184120.000000 Penalty: 5503.570801
	Iteration 15Q: 3 clusters Score -1.018412e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -10184478.000000 Penalty: 5503.570801
	Iteration 16Q: 3 clusters Score -1.018448e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -10184718.000000 Penalty: 5503.570801
	Iteration 17Q: 3 clusters Score -1.018472e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -10184901.000000 Penalty: 5503.570801
	Iteration 18Q: 3 clusters Score -1.01849e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -10185008.000000 Penalty: 5503.570801
	Iteration 19Q: 3 clusters Score -1.018501e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -10185035.000000 Penalty: 5503.570801
	Iteration 20F: 3 clusters Score -1.018504e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -10185105.000000 Penalty: 5503.570801
	Iteration 21Q: 3 clusters Score -1.01851e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10185142.000000 Penalty: 5503.570801
	Iteration 22Q: 3 clusters Score -1.018514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -10185173.000000 Penalty: 5503.570801
	Iteration 23Q: 3 clusters Score -1.018517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -10185195.000000 Penalty: 5503.570801
	Iteration 24Q: 3 clusters Score -1.01852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -10185232.000000 Penalty: 5503.570801
	Iteration 25Q: 3 clusters Score -1.018523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -10185233.000000 Penalty: 5503.570801
	Iteration 26Q: 3 clusters Score -1.018523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -10185266.000000 Penalty: 5503.570801
	Iteration 27Q: 3 clusters Score -1.018527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -10185276.000000 Penalty: 5503.570801
	Iteration 28Q: 3 clusters Score -1.018528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -10185274.000000 Penalty: 5503.570801
	Iteration 29Q: 3 clusters Score -1.018527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -10185281.000000 Penalty: 5503.570801
	Iteration 30Q: 3 clusters Score -1.018528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -10185280.000000 Penalty: 5503.570801
	Iteration 31Q: 3 clusters Score -1.018528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -10185275.000000 Penalty: 5503.570801
	Iteration 32Q: 3 clusters Score -1.018528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -10185289.000000 Penalty: 5503.570801
	Iteration 33Q: 3 clusters Score -1.018529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -10185294.000000 Penalty: 5503.570801
	Iteration 34Q: 3 clusters Score -1.018529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -10185301.000000 Penalty: 5503.570801
	Iteration 35Q: 3 clusters Score -1.01853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10185291.000000 Penalty: 5503.570801
	Iteration 36Q: 3 clusters Score -1.018529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10185297.000000 Penalty: 5503.570801
	Iteration 37Q: 3 clusters Score -1.01853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -10185295.000000 Penalty: 5503.570801
	Iteration 38Q: 3 clusters Score -1.01853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -10185298.000000 Penalty: 5503.570801
	Iteration 39Q: 3 clusters Score -1.01853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -10185303.000000 Penalty: 5503.570801
	Iteration 40F: 3 clusters Score -1.01853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -10185301.000000 Penalty: 5503.570801
	Iteration 41Q: 3 clusters Score -1.01853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -10185301.000000 Penalty: 5503.570801
	Iteration 42Q: 3 clusters Score -1.01853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -10185301.000000 Penalty: 5503.570801
	Iteration 43F: 3 clusters Score -1.01853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Entering Unmasked Estep 
Score: -1860382.000000 Penalty: 2353.954590
	Iteration 0F: 2 clusters Score -1860382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1850634.500000 Penalty: 4707.909180
	Iteration 0F: 3 clusters Score -1850634 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1853896.875000 Penalty: 4707.909180
	Iteration 1F: 3 clusters Score -1853897 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1854395.875000 Penalty: 4707.909180
	Iteration 2F: 3 clusters Score -1854396 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1854886.125000 Penalty: 4707.909180
	Iteration 3F: 3 clusters Score -1854886 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1855359.750000 Penalty: 4707.909180
	Iteration 4F: 3 clusters Score -1855360 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1855829.250000 Penalty: 4707.909180
	Iteration 5F: 3 clusters Score -1855829 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1856282.750000 Penalty: 4707.909180
	Iteration 6F: 3 clusters Score -1856283 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1856659.625000 Penalty: 4707.909180
	Iteration 7Q: 3 clusters Score -1856660 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1856941.500000 Penalty: 4707.909180
	Iteration 8Q: 3 clusters Score -1856942 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1857170.875000 Penalty: 4707.909180
	Iteration 9Q: 3 clusters Score -1857171 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1857358.125000 Penalty: 4707.909180
	Iteration 10Q: 3 clusters Score -1857358 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1857514.125000 Penalty: 4707.909180
	Iteration 11Q: 3 clusters Score -1857514 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1857656.500000 Penalty: 4707.909180
	Iteration 12Q: 3 clusters Score -1857656 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1857783.625000 Penalty: 4707.909180
	Iteration 13Q: 3 clusters Score -1857784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1857891.875000 Penalty: 4707.909180
	Iteration 14Q: 3 clusters Score -1857892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1857962.500000 Penalty: 4707.909180
	Iteration 15Q: 3 clusters Score -1857962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1858016.625000 Penalty: 4707.909180
	Iteration 16Q: 3 clusters Score -1858017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1858067.625000 Penalty: 4707.909180
	Iteration 17Q: 3 clusters Score -1858068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1858113.625000 Penalty: 4707.909180
	Iteration 18Q: 3 clusters Score -1858114 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1858161.875000 Penalty: 4707.909180
	Iteration 19Q: 3 clusters Score -1858162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1858204.250000 Penalty: 4707.909180
	Iteration 20F: 3 clusters Score -1858204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1858243.750000 Penalty: 4707.909180
	Iteration 21Q: 3 clusters Score -1858244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1858296.250000 Penalty: 4707.909180
	Iteration 22Q: 3 clusters Score -1858296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1858341.625000 Penalty: 4707.909180
	Iteration 23Q: 3 clusters Score -1858342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1858385.250000 Penalty: 4707.909180
	Iteration 24Q: 3 clusters Score -1858385 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1858422.250000 Penalty: 4707.909180
	Iteration 25Q: 3 clusters Score -1858422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1858461.875000 Penalty: 4707.909180
	Iteration 26Q: 3 clusters Score -1858462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1858494.625000 Penalty: 4707.909180
	Iteration 27Q: 3 clusters Score -1858495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1858531.500000 Penalty: 4707.909180
	Iteration 28Q: 3 clusters Score -1858532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1858567.875000 Penalty: 4707.909180
	Iteration 29Q: 3 clusters Score -1858568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1858600.625000 Penalty: 4707.909180
	Iteration 30Q: 3 clusters Score -1858601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1858644.625000 Penalty: 4707.909180
	Iteration 31Q: 3 clusters Score -1858645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1858680.500000 Penalty: 4707.909180
	Iteration 32Q: 3 clusters Score -1858680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1858712.750000 Penalty: 4707.909180
	Iteration 33Q: 3 clusters Score -1858713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1858733.750000 Penalty: 4707.909180
	Iteration 34Q: 3 clusters Score -1858734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1858758.250000 Penalty: 4707.909180
	Iteration 35Q: 3 clusters Score -1858758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1858782.500000 Penalty: 4707.909180
	Iteration 36Q: 3 clusters Score -1858782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1858815.625000 Penalty: 4707.909180
	Iteration 37Q: 3 clusters Score -1858816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1858831.125000 Penalty: 4707.909180
	Iteration 38Q: 3 clusters Score -1858831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1858850.500000 Penalty: 4707.909180
	Iteration 39Q: 3 clusters Score -1858850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1858867.875000 Penalty: 4707.909180
	Iteration 40F: 3 clusters Score -1858868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1858876.250000 Penalty: 4707.909180
	Iteration 41Q: 3 clusters Score -1858876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1858900.125000 Penalty: 4707.909180
	Iteration 42Q: 3 clusters Score -1858900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1858917.125000 Penalty: 4707.909180
	Iteration 43Q: 3 clusters Score -1858917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1858927.500000 Penalty: 4707.909180
	Iteration 44Q: 3 clusters Score -1858928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1858943.500000 Penalty: 4707.909180
	Iteration 45Q: 3 clusters Score -1858944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1858956.375000 Penalty: 4707.909180
	Iteration 46Q: 3 clusters Score -1858956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1858973.375000 Penalty: 4707.909180
	Iteration 47Q: 3 clusters Score -1858973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1858983.875000 Penalty: 4707.909180
	Iteration 48Q: 3 clusters Score -1858984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1858987.750000 Penalty: 4707.909180
	Iteration 49Q: 3 clusters Score -1858988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1858993.625000 Penalty: 4707.909180
	Iteration 50Q: 3 clusters Score -1858994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1858996.000000 Penalty: 4707.909180
	Iteration 51Q: 3 clusters Score -1858996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1859011.500000 Penalty: 4707.909180
	Iteration 52Q: 3 clusters Score -1859012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1859018.250000 Penalty: 4707.909180
	Iteration 53Q: 3 clusters Score -1859018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1859021.500000 Penalty: 4707.909180
	Iteration 54Q: 3 clusters Score -1859022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1859025.375000 Penalty: 4707.909180
	Iteration 55Q: 3 clusters Score -1859025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1859033.875000 Penalty: 4707.909180
	Iteration 56Q: 3 clusters Score -1859034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1859041.375000 Penalty: 4707.909180
	Iteration 57Q: 3 clusters Score -1859041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1859043.750000 Penalty: 4707.909180
	Iteration 58Q: 3 clusters Score -1859044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1859047.750000 Penalty: 4707.909180
	Iteration 59Q: 3 clusters Score -1859048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1859048.750000 Penalty: 4707.909180
	Iteration 60F: 3 clusters Score -1859049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1859050.375000 Penalty: 4707.909180
	Iteration 61Q: 3 clusters Score -1859050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1859049.750000 Penalty: 4707.909180
	Iteration 62Q: 3 clusters Score -1859050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1859055.750000 Penalty: 4707.909180
	Iteration 63Q: 3 clusters Score -1859056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1859051.250000 Penalty: 4707.909180
	Iteration 64Q: 3 clusters Score -1859051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1859052.750000 Penalty: 4707.909180
	Iteration 65Q: 3 clusters Score -1859053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1859055.250000 Penalty: 4707.909180
	Iteration 66Q: 3 clusters Score -1859055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1859055.875000 Penalty: 4707.909180
	Iteration 67Q: 3 clusters Score -1859056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1859057.500000 Penalty: 4707.909180
	Iteration 68Q: 3 clusters Score -1859058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1859059.125000 Penalty: 4707.909180
	Iteration 69Q: 3 clusters Score -1859059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1859059.125000 Penalty: 4707.909180
	Iteration 70Q: 3 clusters Score -1859059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1859059.750000 Penalty: 4707.909180
	Iteration 71Q: 3 clusters Score -1859060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1859058.375000 Penalty: 4707.909180
	Iteration 72Q: 3 clusters Score -1859058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1859054.250000 Penalty: 4707.909180
	Iteration 73Q: 3 clusters Score -1859054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1859054.125000 Penalty: 4707.909180
	Iteration 74Q: 3 clusters Score -1859054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1859054.125000 Penalty: 4707.909180
	Iteration 75F: 3 clusters Score -1859054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124483.882812 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124483.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -124878.648438 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -124878.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125007.140625 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125007.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125150.218750 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125150.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -125303.601562 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -125303.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -125457.234375 Penalty: 3387.041260
	Iteration 5F: 3 clusters Score -125457.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125709.476562 Penalty: 3387.041260
	Iteration 6F: 3 clusters Score -125709.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -126112.351562 Penalty: 3387.041260
	Iteration 7F: 3 clusters Score -126112.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -126377.265625 Penalty: 3387.041260
	Iteration 8F: 3 clusters Score -126377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -126454.828125 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -126516.164062 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -126541.265625 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -126547.085938 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -126562.789062 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -126577.265625 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -126588.601562 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -126588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -126597.218750 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -126597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -126599.906250 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -126599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -126602.992188 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -126603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -126603.648438 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -126603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -126603.648438 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -126603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 19 contains 223 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 701 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103591 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798624.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137800080.000000 to -137798624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Entering Unmasked Estep 
Score: -7090469.000000 Penalty: 2668.302734
	Iteration 0F: 2 clusters Score -7090469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -7058699.500000 Penalty: 5336.605469
	Iteration 0F: 3 clusters Score -7058700 nChanged 21805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -7070960.500000 Penalty: 5336.605469
	Iteration 1F: 3 clusters Score -7070960 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -7071600.000000 Penalty: 5336.605469
	Iteration 2Q: 3 clusters Score -7071600 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -7072313.500000 Penalty: 5336.605469
	Iteration 3Q: 3 clusters Score -7072314 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -7073086.500000 Penalty: 5336.605469
	Iteration 4Q: 3 clusters Score -7073086 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7074012.000000 Penalty: 5336.605469
	Iteration 5Q: 3 clusters Score -7074012 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7075153.500000 Penalty: 5336.605469
	Iteration 6Q: 3 clusters Score -7075154 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -7076309.000000 Penalty: 5336.605469
	Iteration 7F: 3 clusters Score -7076309 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -7077498.500000 Penalty: 5336.605469
	Iteration 8F: 3 clusters Score -7077498 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -7078672.000000 Penalty: 5336.605469
	Iteration 9Q: 3 clusters Score -7078672 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7079668.000000 Penalty: 5336.605469
	Iteration 10Q: 3 clusters Score -7079668 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -7080474.500000 Penalty: 5336.605469
	Iteration 11Q: 3 clusters Score -7080474 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -7081179.500000 Penalty: 5336.605469
	Iteration 12Q: 3 clusters Score -7081180 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7081784.500000 Penalty: 5336.605469
	Iteration 13Q: 3 clusters Score -7081784 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7082418.500000 Penalty: 5336.605469
	Iteration 14Q: 3 clusters Score -7082418 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -7082999.500000 Penalty: 5336.605469
	Iteration 15Q: 3 clusters Score -7083000 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -7083714.500000 Penalty: 5336.605469
	Iteration 16Q: 3 clusters Score -7083714 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7084478.500000 Penalty: 5336.605469
	Iteration 17Q: 3 clusters Score -7084478 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7085166.500000 Penalty: 5336.605469
	Iteration 18Q: 3 clusters Score -7085166 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7085851.000000 Penalty: 5336.605469
	Iteration 19Q: 3 clusters Score -7085851 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -7086464.500000 Penalty: 5336.605469
	Iteration 20F: 3 clusters Score -7086464 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -7086920.000000 Penalty: 5336.605469
	Iteration 21Q: 3 clusters Score -7086920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -7087304.500000 Penalty: 5336.605469
	Iteration 22Q: 3 clusters Score -7087304 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -7087584.000000 Penalty: 5336.605469
	Iteration 23Q: 3 clusters Score -7087584 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -7087792.000000 Penalty: 5336.605469
	Iteration 24Q: 3 clusters Score -7087792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -7087927.000000 Penalty: 5336.605469
	Iteration 25Q: 3 clusters Score -7087927 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -7088025.000000 Penalty: 5336.605469
	Iteration 26Q: 3 clusters Score -7088025 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -7088090.000000 Penalty: 5336.605469
	Iteration 27Q: 3 clusters Score -7088090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -7088141.000000 Penalty: 5336.605469
	Iteration 28Q: 3 clusters Score -7088141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -7088169.000000 Penalty: 5336.605469
	Iteration 29Q: 3 clusters Score -7088169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -7088191.000000 Penalty: 5336.605469
	Iteration 30Q: 3 clusters Score -7088191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7088213.000000 Penalty: 5336.605469
	Iteration 31Q: 3 clusters Score -7088213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -7088224.500000 Penalty: 5336.605469
	Iteration 32Q: 3 clusters Score -7088224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -7088256.500000 Penalty: 5336.605469
	Iteration 33Q: 3 clusters Score -7088256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -7088259.000000 Penalty: 5336.605469
	Iteration 34Q: 3 clusters Score -7088259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7088271.000000 Penalty: 5336.605469
	Iteration 35Q: 3 clusters Score -7088271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -7088268.500000 Penalty: 5336.605469
	Iteration 36Q: 3 clusters Score -7088268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7088277.000000 Penalty: 5336.605469
	Iteration 37Q: 3 clusters Score -7088277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -7088280.500000 Penalty: 5336.605469
	Iteration 38Q: 3 clusters Score -7088280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -7088283.000000 Penalty: 5336.605469
	Iteration 39Q: 3 clusters Score -7088283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -7088294.500000 Penalty: 5336.605469
	Iteration 40F: 3 clusters Score -7088294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -7088297.000000 Penalty: 5336.605469
	Iteration 41Q: 3 clusters Score -7088297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7088310.500000 Penalty: 5336.605469
	Iteration 42Q: 3 clusters Score -7088310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -7088292.500000 Penalty: 5336.605469
	Iteration 43Q: 3 clusters Score -7088292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -7088292.500000 Penalty: 5336.605469
	Iteration 44Q: 3 clusters Score -7088292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -7088301.000000 Penalty: 5336.605469
	Iteration 45Q: 3 clusters Score -7088301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -7088302.000000 Penalty: 5336.605469
	Iteration 46Q: 3 clusters Score -7088302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -7088298.500000 Penalty: 5336.605469
	Iteration 47Q: 3 clusters Score -7088298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -7088298.500000 Penalty: 5336.605469
	Iteration 48Q: 3 clusters Score -7088298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -7088299.000000 Penalty: 5336.605469
	Iteration 49Q: 3 clusters Score -7088299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -7088307.500000 Penalty: 5336.605469
	Iteration 50Q: 3 clusters Score -7088308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -7088307.500000 Penalty: 5336.605469
	Iteration 51F: 3 clusters Score -7088308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Entering Unmasked Estep 
Score: -9679225.000000 Penalty: 2736.692627
	Iteration 0F: 2 clusters Score -9679225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -9637714.000000 Penalty: 5473.385254
	Iteration 0F: 3 clusters Score -9637714 nChanged 28958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -9653785.000000 Penalty: 5473.385254
	Iteration 1F: 3 clusters Score -9653785 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -9654496.000000 Penalty: 5473.385254
	Iteration 2Q: 3 clusters Score -9654496 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9655336.000000 Penalty: 5473.385254
	Iteration 3Q: 3 clusters Score -9655336 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9656355.000000 Penalty: 5473.385254
	Iteration 4Q: 3 clusters Score -9656355 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -9657560.000000 Penalty: 5473.385254
	Iteration 5Q: 3 clusters Score -9657560 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -9659012.000000 Penalty: 5473.385254
	Iteration 6Q: 3 clusters Score -9659012 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9660905.000000 Penalty: 5473.385254
	Iteration 7F: 3 clusters Score -9660905 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -9663057.000000 Penalty: 5473.385254
	Iteration 8F: 3 clusters Score -9663057 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -9665458.000000 Penalty: 5473.385254
	Iteration 9F: 3 clusters Score -9665458 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -9667489.000000 Penalty: 5473.385254
	Iteration 10F: 3 clusters Score -9667489 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -9668822.000000 Penalty: 5473.385254
	Iteration 11Q: 3 clusters Score -9668822 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -9669410.000000 Penalty: 5473.385254
	Iteration 12Q: 3 clusters Score -9669410 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -9669651.000000 Penalty: 5473.385254
	Iteration 13Q: 3 clusters Score -9669651 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -9669861.000000 Penalty: 5473.385254
	Iteration 14Q: 3 clusters Score -9669861 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -9669953.000000 Penalty: 5473.385254
	Iteration 15Q: 3 clusters Score -9669953 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -9669998.000000 Penalty: 5473.385254
	Iteration 16Q: 3 clusters Score -9669998 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -9670139.000000 Penalty: 5473.385254
	Iteration 17Q: 3 clusters Score -9670139 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -9670247.000000 Penalty: 5473.385254
	Iteration 18Q: 3 clusters Score -9670247 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -9670282.000000 Penalty: 5473.385254
	Iteration 19Q: 3 clusters Score -9670282 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -9670341.000000 Penalty: 5473.385254
	Iteration 20F: 3 clusters Score -9670341 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -9670397.000000 Penalty: 5473.385254
	Iteration 21Q: 3 clusters Score -9670397 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -9670447.000000 Penalty: 5473.385254
	Iteration 22Q: 3 clusters Score -9670447 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -9670523.000000 Penalty: 5473.385254
	Iteration 23Q: 3 clusters Score -9670523 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -9670588.000000 Penalty: 5473.385254
	Iteration 24Q: 3 clusters Score -9670588 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -9670597.000000 Penalty: 5473.385254
	Iteration 25Q: 3 clusters Score -9670597 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -9670607.000000 Penalty: 5473.385254
	Iteration 26Q: 3 clusters Score -9670607 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9670645.000000 Penalty: 5473.385254
	Iteration 27Q: 3 clusters Score -9670645 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -9670714.000000 Penalty: 5473.385254
	Iteration 28Q: 3 clusters Score -9670714 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -9670775.000000 Penalty: 5473.385254
	Iteration 29Q: 3 clusters Score -9670775 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -9670812.000000 Penalty: 5473.385254
	Iteration 30Q: 3 clusters Score -9670812 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -9670847.000000 Penalty: 5473.385254
	Iteration 31Q: 3 clusters Score -9670847 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -9670861.000000 Penalty: 5473.385254
	Iteration 32Q: 3 clusters Score -9670861 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -9670880.000000 Penalty: 5473.385254
	Iteration 33Q: 3 clusters Score -9670880 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -9670899.000000 Penalty: 5473.385254
	Iteration 34Q: 3 clusters Score -9670899 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -9670937.000000 Penalty: 5473.385254
	Iteration 35Q: 3 clusters Score -9670937 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9670943.000000 Penalty: 5473.385254
	Iteration 36Q: 3 clusters Score -9670943 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -9670983.000000 Penalty: 5473.385254
	Iteration 37Q: 3 clusters Score -9670983 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -9671017.000000 Penalty: 5473.385254
	Iteration 38Q: 3 clusters Score -9671017 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -9671067.000000 Penalty: 5473.385254
	Iteration 39Q: 3 clusters Score -9671067 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -9671129.000000 Penalty: 5473.385254
	Iteration 40F: 3 clusters Score -9671129 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -9671196.000000 Penalty: 5473.385254
	Iteration 41Q: 3 clusters Score -9671196 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -9671251.000000 Penalty: 5473.385254
	Iteration 42Q: 3 clusters Score -9671251 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -9671284.000000 Penalty: 5473.385254
	Iteration 43Q: 3 clusters Score -9671284 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -9671382.000000 Penalty: 5473.385254
	Iteration 44Q: 3 clusters Score -9671382 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -9671537.000000 Penalty: 5473.385254
	Iteration 45Q: 3 clusters Score -9671537 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -9671594.000000 Penalty: 5473.385254
	Iteration 46Q: 3 clusters Score -9671594 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -9671700.000000 Penalty: 5473.385254
	Iteration 47Q: 3 clusters Score -9671700 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -9671786.000000 Penalty: 5473.385254
	Iteration 48Q: 3 clusters Score -9671786 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -9671898.000000 Penalty: 5473.385254
	Iteration 49Q: 3 clusters Score -9671898 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -9672033.000000 Penalty: 5473.385254
	Iteration 50Q: 3 clusters Score -9672033 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -9672162.000000 Penalty: 5473.385254
	Iteration 51Q: 3 clusters Score -9672162 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -9672318.000000 Penalty: 5473.385254
	Iteration 52Q: 3 clusters Score -9672318 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -9672471.000000 Penalty: 5473.385254
	Iteration 53Q: 3 clusters Score -9672471 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -9672631.000000 Penalty: 5473.385254
	Iteration 54Q: 3 clusters Score -9672631 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -9672762.000000 Penalty: 5473.385254
	Iteration 55Q: 3 clusters Score -9672762 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -9672980.000000 Penalty: 5473.385254
	Iteration 56Q: 3 clusters Score -9672980 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -9673157.000000 Penalty: 5473.385254
	Iteration 57Q: 3 clusters Score -9673157 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -9673336.000000 Penalty: 5473.385254
	Iteration 58Q: 3 clusters Score -9673336 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -9673498.000000 Penalty: 5473.385254
	Iteration 59Q: 3 clusters Score -9673498 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -9673680.000000 Penalty: 5473.385254
	Iteration 60F: 3 clusters Score -9673680 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -9673868.000000 Penalty: 5473.385254
	Iteration 61Q: 3 clusters Score -9673868 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -9674055.000000 Penalty: 5473.385254
	Iteration 62Q: 3 clusters Score -9674055 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -9674265.000000 Penalty: 5473.385254
	Iteration 63Q: 3 clusters Score -9674265 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -9674415.000000 Penalty: 5473.385254
	Iteration 64Q: 3 clusters Score -9674415 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -9674599.000000 Penalty: 5473.385254
	Iteration 65Q: 3 clusters Score -9674599 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -9674758.000000 Penalty: 5473.385254
	Iteration 66Q: 3 clusters Score -9674758 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -9674936.000000 Penalty: 5473.385254
	Iteration 67Q: 3 clusters Score -9674936 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -9675073.000000 Penalty: 5473.385254
	Iteration 68Q: 3 clusters Score -9675073 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -9675247.000000 Penalty: 5473.385254
	Iteration 69Q: 3 clusters Score -9675247 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -9675430.000000 Penalty: 5473.385254
	Iteration 70Q: 3 clusters Score -9675430 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -9675574.000000 Penalty: 5473.385254
	Iteration 71Q: 3 clusters Score -9675574 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -9675743.000000 Penalty: 5473.385254
	Iteration 72Q: 3 clusters Score -9675743 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -9675842.000000 Penalty: 5473.385254
	Iteration 73Q: 3 clusters Score -9675842 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9675970.000000 Penalty: 5473.385254
	Iteration 74Q: 3 clusters Score -9675970 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9676095.000000 Penalty: 5473.385254
	Iteration 75Q: 3 clusters Score -9676095 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9676188.000000 Penalty: 5473.385254
	Iteration 76Q: 3 clusters Score -9676188 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9676259.000000 Penalty: 5473.385254
	Iteration 77Q: 3 clusters Score -9676259 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9676324.000000 Penalty: 5473.385254
	Iteration 78Q: 3 clusters Score -9676324 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9676397.000000 Penalty: 5473.385254
	Iteration 79Q: 3 clusters Score -9676397 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9676466.000000 Penalty: 5473.385254
	Iteration 80F: 3 clusters Score -9676466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9676499.000000 Penalty: 5473.385254
	Iteration 81Q: 3 clusters Score -9676499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9676566.000000 Penalty: 5473.385254
	Iteration 82Q: 3 clusters Score -9676566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9676626.000000 Penalty: 5473.385254
	Iteration 83Q: 3 clusters Score -9676626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9676691.000000 Penalty: 5473.385254
	Iteration 84Q: 3 clusters Score -9676691 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9676723.000000 Penalty: 5473.385254
	Iteration 85Q: 3 clusters Score -9676723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9676781.000000 Penalty: 5473.385254
	Iteration 86Q: 3 clusters Score -9676781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9676807.000000 Penalty: 5473.385254
	Iteration 87Q: 3 clusters Score -9676807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9676839.000000 Penalty: 5473.385254
	Iteration 88Q: 3 clusters Score -9676839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9676855.000000 Penalty: 5473.385254
	Iteration 89Q: 3 clusters Score -9676855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9676866.000000 Penalty: 5473.385254
	Iteration 90Q: 3 clusters Score -9676866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9676877.000000 Penalty: 5473.385254
	Iteration 91Q: 3 clusters Score -9676877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9676890.000000 Penalty: 5473.385254
	Iteration 92Q: 3 clusters Score -9676890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9676907.000000 Penalty: 5473.385254
	Iteration 93Q: 3 clusters Score -9676907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9676935.000000 Penalty: 5473.385254
	Iteration 94Q: 3 clusters Score -9676935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9676961.000000 Penalty: 5473.385254
	Iteration 95Q: 3 clusters Score -9676961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9676956.000000 Penalty: 5473.385254
	Iteration 96Q: 3 clusters Score -9676956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9676962.000000 Penalty: 5473.385254
	Iteration 97Q: 3 clusters Score -9676962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9676970.000000 Penalty: 5473.385254
	Iteration 98Q: 3 clusters Score -9676970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9676983.000000 Penalty: 5473.385254
	Iteration 99Q: 3 clusters Score -9676983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9676989.000000 Penalty: 5473.385254
	Iteration 100F: 3 clusters Score -9676989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9676993.000000 Penalty: 5473.385254
	Iteration 101Q: 3 clusters Score -9676993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9676998.000000 Penalty: 5473.385254
	Iteration 102Q: 3 clusters Score -9676998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9677007.000000 Penalty: 5473.385254
	Iteration 103Q: 3 clusters Score -9677007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9677003.000000 Penalty: 5473.385254
	Iteration 104Q: 3 clusters Score -9677003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9677004.000000 Penalty: 5473.385254
	Iteration 105Q: 3 clusters Score -9677004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9677000.000000 Penalty: 5473.385254
	Iteration 106Q: 3 clusters Score -9677000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9677011.000000 Penalty: 5473.385254
	Iteration 107Q: 3 clusters Score -9677011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9677010.000000 Penalty: 5473.385254
	Iteration 108Q: 3 clusters Score -9677010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9677004.000000 Penalty: 5473.385254
	Iteration 109Q: 3 clusters Score -9677004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9677003.000000 Penalty: 5473.385254
	Iteration 110Q: 3 clusters Score -9677003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9676994.000000 Penalty: 5473.385254
	Iteration 111Q: 3 clusters Score -9676994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9676998.000000 Penalty: 5473.385254
	Iteration 112Q: 3 clusters Score -9676998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9676999.000000 Penalty: 5473.385254
	Iteration 113Q: 3 clusters Score -9676999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9677002.000000 Penalty: 5473.385254
	Iteration 114Q: 3 clusters Score -9677002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9677009.000000 Penalty: 5473.385254
	Iteration 115Q: 3 clusters Score -9677009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9677006.000000 Penalty: 5473.385254
	Iteration 116Q: 3 clusters Score -9677006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9677018.000000 Penalty: 5473.385254
	Iteration 117Q: 3 clusters Score -9677018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9677014.000000 Penalty: 5473.385254
	Iteration 118Q: 3 clusters Score -9677014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9677011.000000 Penalty: 5473.385254
	Iteration 119Q: 3 clusters Score -9677011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9677008.000000 Penalty: 5473.385254
	Iteration 120F: 3 clusters Score -9677008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9677008.000000 Penalty: 5473.385254
	Iteration 121Q: 3 clusters Score -9677008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9677013.000000 Penalty: 5473.385254
	Iteration 122Q: 3 clusters Score -9677013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9677013.000000 Penalty: 5473.385254
	Iteration 123F: 3 clusters Score -9677013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Entering Unmasked Estep 
Score: -15922167.000000 Penalty: 2863.954834
	Iteration 0F: 2 clusters Score -1.592217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -15855320.000000 Penalty: 5727.909668
	Iteration 0F: 3 clusters Score -1.585532e+07 nChanged 49090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -15883203.000000 Penalty: 5727.909668
	Iteration 1F: 3 clusters Score -1.58832e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -15884073.000000 Penalty: 5727.909668
	Iteration 2Q: 3 clusters Score -1.588407e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -15885367.000000 Penalty: 5727.909668
	Iteration 3Q: 3 clusters Score -1.588537e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -15887565.000000 Penalty: 5727.909668
	Iteration 4Q: 3 clusters Score -1.588756e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -15891189.000000 Penalty: 5727.909668
	Iteration 5F: 3 clusters Score -1.589119e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -15897837.000000 Penalty: 5727.909668
	Iteration 6F: 3 clusters Score -1.589784e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -15906785.000000 Penalty: 5727.909668
	Iteration 7F: 3 clusters Score -1.590678e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -15914118.000000 Penalty: 5727.909668
	Iteration 8F: 3 clusters Score -1.591412e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15917710.000000 Penalty: 5727.909668
	Iteration 9Q: 3 clusters Score -1.591771e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15918899.000000 Penalty: 5727.909668
	Iteration 10Q: 3 clusters Score -1.59189e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15919307.000000 Penalty: 5727.909668
	Iteration 11Q: 3 clusters Score -1.591931e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -15919466.000000 Penalty: 5727.909668
	Iteration 12Q: 3 clusters Score -1.591947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15919557.000000 Penalty: 5727.909668
	Iteration 13Q: 3 clusters Score -1.591956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15919557.000000 Penalty: 5727.909668
	Iteration 14Q: 3 clusters Score -1.591956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15919586.000000 Penalty: 5727.909668
	Iteration 15Q: 3 clusters Score -1.591959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15919583.000000 Penalty: 5727.909668
	Iteration 16Q: 3 clusters Score -1.591958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15919604.000000 Penalty: 5727.909668
	Iteration 17Q: 3 clusters Score -1.59196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15919618.000000 Penalty: 5727.909668
	Iteration 18Q: 3 clusters Score -1.591962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15919619.000000 Penalty: 5727.909668
	Iteration 19Q: 3 clusters Score -1.591962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15919617.000000 Penalty: 5727.909668
	Iteration 20F: 3 clusters Score -1.591962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128511.867188 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128511.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -128928.062500 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -128928.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129263.664062 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129263.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129798.835938 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129798.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130168.671875 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -130168.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130429.585938 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -130429.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130597.742188 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130597.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -130708.281250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130708.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -130791.507812 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130791.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130866.023438 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130918.093750 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130960.132812 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -130978.820312 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130988.078125 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -130988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -130997.445312 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -130997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -130999.601562 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -130999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131000.648438 Penalty: 3402.368896
	Iteration 16F: 3 clusters Score -131000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131004.445312 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -131004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131004.445312 Penalty: 3402.368896
	Iteration 18F: 3 clusters Score -131004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103591 members 
Mstep: Class 28 contains 579 members 
Entering Unmasked Estep 
Score: -137798704.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137800080.000000 to -137798704.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60086 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103591 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800064.000000 Penalty: 91921.562500
Iteration 439Q: 28 clusters Score -1.378001e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60087 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106196 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99598 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800048.000000 Penalty: 91921.562500
Iteration 440F: 28 clusters Score -1.378e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800048.000000 Penalty: 91921.562500
Iteration 441Q: 28 clusters Score -1.378e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800048.000000 Penalty: 91921.562500
Iteration 442F: 28 clusters Score -1.378e+08 nChanged 0
Entering ConstructFrom: 
Score: -137800048.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (26966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Entering Unmasked Estep 
Score: -3913133.500000 Penalty: 2530.178467
	Iteration 0F: 2 clusters Score -3913134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3894648.250000 Penalty: 5060.356934
	Iteration 0F: 3 clusters Score -3894648 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3901154.750000 Penalty: 5060.356934
	Iteration 1F: 3 clusters Score -3901155 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3901606.500000 Penalty: 5060.356934
	Iteration 2Q: 3 clusters Score -3901606 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3902014.000000 Penalty: 5060.356934
	Iteration 3Q: 3 clusters Score -3902014 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3902414.750000 Penalty: 5060.356934
	Iteration 4Q: 3 clusters Score -3902415 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3902818.250000 Penalty: 5060.356934
	Iteration 5Q: 3 clusters Score -3902818 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3903313.750000 Penalty: 5060.356934
	Iteration 6Q: 3 clusters Score -3903314 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3903818.000000 Penalty: 5060.356934
	Iteration 7Q: 3 clusters Score -3903818 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3904487.500000 Penalty: 5060.356934
	Iteration 8Q: 3 clusters Score -3904488 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3905367.750000 Penalty: 5060.356934
	Iteration 9Q: 3 clusters Score -3905368 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3906324.000000 Penalty: 5060.356934
	Iteration 10F: 3 clusters Score -3906324 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3907325.000000 Penalty: 5060.356934
	Iteration 11F: 3 clusters Score -3907325 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3908296.000000 Penalty: 5060.356934
	Iteration 12Q: 3 clusters Score -3908296 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3909141.750000 Penalty: 5060.356934
	Iteration 13Q: 3 clusters Score -3909142 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3909755.500000 Penalty: 5060.356934
	Iteration 14Q: 3 clusters Score -3909756 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3910194.750000 Penalty: 5060.356934
	Iteration 15Q: 3 clusters Score -3910195 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3910465.750000 Penalty: 5060.356934
	Iteration 16Q: 3 clusters Score -3910466 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3910640.500000 Penalty: 5060.356934
	Iteration 17Q: 3 clusters Score -3910640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3910767.500000 Penalty: 5060.356934
	Iteration 18Q: 3 clusters Score -3910768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3910848.000000 Penalty: 5060.356934
	Iteration 19Q: 3 clusters Score -3910848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3910915.750000 Penalty: 5060.356934
	Iteration 20F: 3 clusters Score -3910916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3910993.750000 Penalty: 5060.356934
	Iteration 21Q: 3 clusters Score -3910994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3911037.250000 Penalty: 5060.356934
	Iteration 22Q: 3 clusters Score -3911037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3911074.500000 Penalty: 5060.356934
	Iteration 23Q: 3 clusters Score -3911074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3911104.500000 Penalty: 5060.356934
	Iteration 24Q: 3 clusters Score -3911104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3911156.250000 Penalty: 5060.356934
	Iteration 25Q: 3 clusters Score -3911156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3911199.500000 Penalty: 5060.356934
	Iteration 26Q: 3 clusters Score -3911200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3911246.000000 Penalty: 5060.356934
	Iteration 27Q: 3 clusters Score -3911246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3911291.750000 Penalty: 5060.356934
	Iteration 28Q: 3 clusters Score -3911292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3911317.250000 Penalty: 5060.356934
	Iteration 29Q: 3 clusters Score -3911317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3911347.000000 Penalty: 5060.356934
	Iteration 30Q: 3 clusters Score -3911347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3911378.500000 Penalty: 5060.356934
	Iteration 31Q: 3 clusters Score -3911378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3911398.250000 Penalty: 5060.356934
	Iteration 32Q: 3 clusters Score -3911398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3911413.000000 Penalty: 5060.356934
	Iteration 33Q: 3 clusters Score -3911413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3911431.250000 Penalty: 5060.356934
	Iteration 34Q: 3 clusters Score -3911431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3911442.250000 Penalty: 5060.356934
	Iteration 35Q: 3 clusters Score -3911442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3911445.750000 Penalty: 5060.356934
	Iteration 36Q: 3 clusters Score -3911446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3911455.250000 Penalty: 5060.356934
	Iteration 37Q: 3 clusters Score -3911455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3911457.750000 Penalty: 5060.356934
	Iteration 38Q: 3 clusters Score -3911458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3911454.500000 Penalty: 5060.356934
	Iteration 39Q: 3 clusters Score -3911454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3911457.000000 Penalty: 5060.356934
	Iteration 40F: 3 clusters Score -3911457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3911459.250000 Penalty: 5060.356934
	Iteration 41Q: 3 clusters Score -3911459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3911460.500000 Penalty: 5060.356934
	Iteration 42Q: 3 clusters Score -3911460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3911460.500000 Penalty: 5060.356934
	Iteration 43F: 3 clusters Score -3911460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Entering Unmasked Estep 
Score: -6235919.500000 Penalty: 2629.319580
	Iteration 0F: 2 clusters Score -6235920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6208674.000000 Penalty: 5258.639160
	Iteration 0F: 3 clusters Score -6208674 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -6218764.500000 Penalty: 5258.639160
	Iteration 1F: 3 clusters Score -6218764 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -6219358.500000 Penalty: 5258.639160
	Iteration 2Q: 3 clusters Score -6219358 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6219905.500000 Penalty: 5258.639160
	Iteration 3Q: 3 clusters Score -6219906 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6220643.500000 Penalty: 5258.639160
	Iteration 4Q: 3 clusters Score -6220644 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -6221574.000000 Penalty: 5258.639160
	Iteration 5Q: 3 clusters Score -6221574 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -6222695.000000 Penalty: 5258.639160
	Iteration 6Q: 3 clusters Score -6222695 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -6223907.500000 Penalty: 5258.639160
	Iteration 7F: 3 clusters Score -6223908 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -6225128.500000 Penalty: 5258.639160
	Iteration 8F: 3 clusters Score -6225128 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -6226296.500000 Penalty: 5258.639160
	Iteration 9F: 3 clusters Score -6226296 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6227342.000000 Penalty: 5258.639160
	Iteration 10Q: 3 clusters Score -6227342 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -6228118.000000 Penalty: 5258.639160
	Iteration 11Q: 3 clusters Score -6228118 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6228735.000000 Penalty: 5258.639160
	Iteration 12Q: 3 clusters Score -6228735 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6229197.500000 Penalty: 5258.639160
	Iteration 13Q: 3 clusters Score -6229198 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6229548.500000 Penalty: 5258.639160
	Iteration 14Q: 3 clusters Score -6229548 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -6229813.000000 Penalty: 5258.639160
	Iteration 15Q: 3 clusters Score -6229813 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -6229955.500000 Penalty: 5258.639160
	Iteration 16Q: 3 clusters Score -6229956 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6230108.500000 Penalty: 5258.639160
	Iteration 17Q: 3 clusters Score -6230108 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -6230240.500000 Penalty: 5258.639160
	Iteration 18Q: 3 clusters Score -6230240 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -6230381.500000 Penalty: 5258.639160
	Iteration 19Q: 3 clusters Score -6230382 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6230507.000000 Penalty: 5258.639160
	Iteration 20F: 3 clusters Score -6230507 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6230646.000000 Penalty: 5258.639160
	Iteration 21Q: 3 clusters Score -6230646 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6230789.500000 Penalty: 5258.639160
	Iteration 22Q: 3 clusters Score -6230790 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -6230937.000000 Penalty: 5258.639160
	Iteration 23Q: 3 clusters Score -6230937 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6231068.000000 Penalty: 5258.639160
	Iteration 24Q: 3 clusters Score -6231068 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6231220.500000 Penalty: 5258.639160
	Iteration 25Q: 3 clusters Score -6231220 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6231375.000000 Penalty: 5258.639160
	Iteration 26Q: 3 clusters Score -6231375 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6231501.500000 Penalty: 5258.639160
	Iteration 27Q: 3 clusters Score -6231502 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6231638.000000 Penalty: 5258.639160
	Iteration 28Q: 3 clusters Score -6231638 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -6231790.500000 Penalty: 5258.639160
	Iteration 29Q: 3 clusters Score -6231790 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6231937.000000 Penalty: 5258.639160
	Iteration 30Q: 3 clusters Score -6231937 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -6232057.000000 Penalty: 5258.639160
	Iteration 31Q: 3 clusters Score -6232057 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6232167.000000 Penalty: 5258.639160
	Iteration 32Q: 3 clusters Score -6232167 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6232316.500000 Penalty: 5258.639160
	Iteration 33Q: 3 clusters Score -6232316 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6232435.000000 Penalty: 5258.639160
	Iteration 34Q: 3 clusters Score -6232435 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -6232549.000000 Penalty: 5258.639160
	Iteration 35Q: 3 clusters Score -6232549 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6232665.500000 Penalty: 5258.639160
	Iteration 36Q: 3 clusters Score -6232666 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6232857.500000 Penalty: 5258.639160
	Iteration 37Q: 3 clusters Score -6232858 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -6232998.000000 Penalty: 5258.639160
	Iteration 38Q: 3 clusters Score -6232998 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6233135.000000 Penalty: 5258.639160
	Iteration 39Q: 3 clusters Score -6233135 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6233267.500000 Penalty: 5258.639160
	Iteration 40F: 3 clusters Score -6233268 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -6233388.500000 Penalty: 5258.639160
	Iteration 41Q: 3 clusters Score -6233388 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -6233494.500000 Penalty: 5258.639160
	Iteration 42Q: 3 clusters Score -6233494 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6233621.000000 Penalty: 5258.639160
	Iteration 43Q: 3 clusters Score -6233621 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6233726.500000 Penalty: 5258.639160
	Iteration 44Q: 3 clusters Score -6233726 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6233813.000000 Penalty: 5258.639160
	Iteration 45Q: 3 clusters Score -6233813 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6233905.000000 Penalty: 5258.639160
	Iteration 46Q: 3 clusters Score -6233905 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -6234017.000000 Penalty: 5258.639160
	Iteration 47Q: 3 clusters Score -6234017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -6234095.500000 Penalty: 5258.639160
	Iteration 48Q: 3 clusters Score -6234096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -6234168.000000 Penalty: 5258.639160
	Iteration 49Q: 3 clusters Score -6234168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -6234198.500000 Penalty: 5258.639160
	Iteration 50Q: 3 clusters Score -6234198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -6234259.500000 Penalty: 5258.639160
	Iteration 51Q: 3 clusters Score -6234260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -6234283.000000 Penalty: 5258.639160
	Iteration 52Q: 3 clusters Score -6234283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6234321.500000 Penalty: 5258.639160
	Iteration 53Q: 3 clusters Score -6234322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -6234346.000000 Penalty: 5258.639160
	Iteration 54Q: 3 clusters Score -6234346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -6234381.000000 Penalty: 5258.639160
	Iteration 55Q: 3 clusters Score -6234381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -6234413.500000 Penalty: 5258.639160
	Iteration 56Q: 3 clusters Score -6234414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -6234423.500000 Penalty: 5258.639160
	Iteration 57Q: 3 clusters Score -6234424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -6234434.000000 Penalty: 5258.639160
	Iteration 58Q: 3 clusters Score -6234434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -6234454.000000 Penalty: 5258.639160
	Iteration 59Q: 3 clusters Score -6234454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -6234463.500000 Penalty: 5258.639160
	Iteration 60F: 3 clusters Score -6234464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -6234468.500000 Penalty: 5258.639160
	Iteration 61Q: 3 clusters Score -6234468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -6234474.500000 Penalty: 5258.639160
	Iteration 62Q: 3 clusters Score -6234474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -6234481.500000 Penalty: 5258.639160
	Iteration 63Q: 3 clusters Score -6234482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6234491.500000 Penalty: 5258.639160
	Iteration 64Q: 3 clusters Score -6234492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -6234507.500000 Penalty: 5258.639160
	Iteration 65Q: 3 clusters Score -6234508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -6234500.000000 Penalty: 5258.639160
	Iteration 66Q: 3 clusters Score -6234500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -6234511.500000 Penalty: 5258.639160
	Iteration 67Q: 3 clusters Score -6234512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6234516.500000 Penalty: 5258.639160
	Iteration 68Q: 3 clusters Score -6234516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -6234517.000000 Penalty: 5258.639160
	Iteration 69Q: 3 clusters Score -6234517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -6234524.000000 Penalty: 5258.639160
	Iteration 70Q: 3 clusters Score -6234524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6234533.500000 Penalty: 5258.639160
	Iteration 71Q: 3 clusters Score -6234534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6234531.000000 Penalty: 5258.639160
	Iteration 72Q: 3 clusters Score -6234531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -6234541.000000 Penalty: 5258.639160
	Iteration 73Q: 3 clusters Score -6234541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -6234545.000000 Penalty: 5258.639160
	Iteration 74Q: 3 clusters Score -6234545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -6234545.000000 Penalty: 5258.639160
	Iteration 75Q: 3 clusters Score -6234545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -6234547.500000 Penalty: 5258.639160
	Iteration 76Q: 3 clusters Score -6234548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -6234548.500000 Penalty: 5258.639160
	Iteration 77Q: 3 clusters Score -6234548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -6234547.000000 Penalty: 5258.639160
	Iteration 78Q: 3 clusters Score -6234547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -6234551.500000 Penalty: 5258.639160
	Iteration 79Q: 3 clusters Score -6234552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -6234552.000000 Penalty: 5258.639160
	Iteration 80F: 3 clusters Score -6234552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -6234547.500000 Penalty: 5258.639160
	Iteration 81Q: 3 clusters Score -6234548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6234553.500000 Penalty: 5258.639160
	Iteration 82Q: 3 clusters Score -6234554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6234553.500000 Penalty: 5258.639160
	Iteration 83F: 3 clusters Score -6234554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22203.001953 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21162.224609 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21162.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21247.494141 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21247.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21291.955078 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21291.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21303.041016 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21303.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21303.041016 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -21303.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Entering Unmasked Estep 
Score: -4731294.500000 Penalty: 2562.114014
	Iteration 0F: 2 clusters Score -4731294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4710288.500000 Penalty: 5124.228027
	Iteration 0F: 3 clusters Score -4710288 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4717720.500000 Penalty: 5124.228027
	Iteration 1F: 3 clusters Score -4717720 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4718164.500000 Penalty: 5124.228027
	Iteration 2Q: 3 clusters Score -4718164 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4718607.000000 Penalty: 5124.228027
	Iteration 3Q: 3 clusters Score -4718607 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4719003.000000 Penalty: 5124.228027
	Iteration 4Q: 3 clusters Score -4719003 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4719510.000000 Penalty: 5124.228027
	Iteration 5Q: 3 clusters Score -4719510 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4720099.500000 Penalty: 5124.228027
	Iteration 6Q: 3 clusters Score -4720100 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4720842.000000 Penalty: 5124.228027
	Iteration 7Q: 3 clusters Score -4720842 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4721844.500000 Penalty: 5124.228027
	Iteration 8F: 3 clusters Score -4721844 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -4723146.500000 Penalty: 5124.228027
	Iteration 9F: 3 clusters Score -4723146 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4724646.500000 Penalty: 5124.228027
	Iteration 10F: 3 clusters Score -4724646 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4725923.000000 Penalty: 5124.228027
	Iteration 11Q: 3 clusters Score -4725923 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4726795.000000 Penalty: 5124.228027
	Iteration 12Q: 3 clusters Score -4726795 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4727343.000000 Penalty: 5124.228027
	Iteration 13Q: 3 clusters Score -4727343 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4727648.500000 Penalty: 5124.228027
	Iteration 14Q: 3 clusters Score -4727648 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4727837.500000 Penalty: 5124.228027
	Iteration 15Q: 3 clusters Score -4727838 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4728002.500000 Penalty: 5124.228027
	Iteration 16Q: 3 clusters Score -4728002 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4728146.000000 Penalty: 5124.228027
	Iteration 17Q: 3 clusters Score -4728146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4728259.500000 Penalty: 5124.228027
	Iteration 18Q: 3 clusters Score -4728260 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4728352.000000 Penalty: 5124.228027
	Iteration 19Q: 3 clusters Score -4728352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4728460.000000 Penalty: 5124.228027
	Iteration 20F: 3 clusters Score -4728460 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4728527.000000 Penalty: 5124.228027
	Iteration 21Q: 3 clusters Score -4728527 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4728599.000000 Penalty: 5124.228027
	Iteration 22Q: 3 clusters Score -4728599 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4728660.000000 Penalty: 5124.228027
	Iteration 23Q: 3 clusters Score -4728660 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4728720.000000 Penalty: 5124.228027
	Iteration 24Q: 3 clusters Score -4728720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4728763.000000 Penalty: 5124.228027
	Iteration 25Q: 3 clusters Score -4728763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4728806.000000 Penalty: 5124.228027
	Iteration 26Q: 3 clusters Score -4728806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4728838.000000 Penalty: 5124.228027
	Iteration 27Q: 3 clusters Score -4728838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4728853.500000 Penalty: 5124.228027
	Iteration 28Q: 3 clusters Score -4728854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4728872.500000 Penalty: 5124.228027
	Iteration 29Q: 3 clusters Score -4728872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4728882.500000 Penalty: 5124.228027
	Iteration 30Q: 3 clusters Score -4728882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4728917.000000 Penalty: 5124.228027
	Iteration 31Q: 3 clusters Score -4728917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4728922.000000 Penalty: 5124.228027
	Iteration 32Q: 3 clusters Score -4728922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4728942.000000 Penalty: 5124.228027
	Iteration 33Q: 3 clusters Score -4728942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4728954.500000 Penalty: 5124.228027
	Iteration 34Q: 3 clusters Score -4728954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4728976.500000 Penalty: 5124.228027
	Iteration 35Q: 3 clusters Score -4728976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4728984.500000 Penalty: 5124.228027
	Iteration 36Q: 3 clusters Score -4728984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4728988.000000 Penalty: 5124.228027
	Iteration 37Q: 3 clusters Score -4728988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4728996.500000 Penalty: 5124.228027
	Iteration 38Q: 3 clusters Score -4728996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4729008.000000 Penalty: 5124.228027
	Iteration 39Q: 3 clusters Score -4729008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4729004.500000 Penalty: 5124.228027
	Iteration 40F: 3 clusters Score -4729004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4729023.500000 Penalty: 5124.228027
	Iteration 41Q: 3 clusters Score -4729024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4729027.500000 Penalty: 5124.228027
	Iteration 42Q: 3 clusters Score -4729028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4729040.000000 Penalty: 5124.228027
	Iteration 43Q: 3 clusters Score -4729040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4729037.000000 Penalty: 5124.228027
	Iteration 44Q: 3 clusters Score -4729037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4729054.000000 Penalty: 5124.228027
	Iteration 45Q: 3 clusters Score -4729054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4729067.500000 Penalty: 5124.228027
	Iteration 46Q: 3 clusters Score -4729068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4729070.000000 Penalty: 5124.228027
	Iteration 47Q: 3 clusters Score -4729070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4729079.000000 Penalty: 5124.228027
	Iteration 48Q: 3 clusters Score -4729079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4729091.500000 Penalty: 5124.228027
	Iteration 49Q: 3 clusters Score -4729092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4729107.000000 Penalty: 5124.228027
	Iteration 50Q: 3 clusters Score -4729107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4729114.000000 Penalty: 5124.228027
	Iteration 51Q: 3 clusters Score -4729114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4729121.500000 Penalty: 5124.228027
	Iteration 52Q: 3 clusters Score -4729122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4729118.500000 Penalty: 5124.228027
	Iteration 53Q: 3 clusters Score -4729118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4729119.500000 Penalty: 5124.228027
	Iteration 54Q: 3 clusters Score -4729120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4729117.000000 Penalty: 5124.228027
	Iteration 55Q: 3 clusters Score -4729117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4729125.000000 Penalty: 5124.228027
	Iteration 56Q: 3 clusters Score -4729125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4729121.000000 Penalty: 5124.228027
	Iteration 57Q: 3 clusters Score -4729121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4729130.000000 Penalty: 5124.228027
	Iteration 58Q: 3 clusters Score -4729130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4729131.000000 Penalty: 5124.228027
	Iteration 59Q: 3 clusters Score -4729131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4729132.000000 Penalty: 5124.228027
	Iteration 60F: 3 clusters Score -4729132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -716997.375000 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -716997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -712585.812500 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -712585.8 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -713589.312500 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -713589.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -713803.437500 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -713803.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -713937.875000 Penalty: 4208.191406
	Iteration 3Q: 3 clusters Score -713937.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -714045.875000 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -714045.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -714126.875000 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -714126.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -714183.812500 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -714183.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -714224.812500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -714224.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -714265.750000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -714265.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -714327.312500 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -714327.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -714383.062500 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -714383.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -714443.375000 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -714443.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -714508.500000 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -714508.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -714578.375000 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -714578.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -714647.750000 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -714647.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -714739.500000 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -714739.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -714825.187500 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -714825.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -714900.125000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -714900.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -714969.687500 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -714969.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -715017.750000 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -715017.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -715065.250000 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -715065.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -715108.312500 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -715108.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -715150.937500 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -715150.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -715182.812500 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -715182.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -715228.750000 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -715228.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -715262.750000 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -715262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -715286.875000 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -715286.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -715312.937500 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -715312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -715325.312500 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -715325.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -715338.500000 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -715338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -715350.687500 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -715350.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -715356.562500 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -715356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -715360.500000 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -715360.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -715364.187500 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -715364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -715369.937500 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -715369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -715369.687500 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -715369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -715370.375000 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -715370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -715371.187500 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -715371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -715372.625000 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -715372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -715372.625000 Penalty: 4208.191406
	Iteration 39F: 3 clusters Score -715372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Entering Unmasked Estep 
Score: -7891846.000000 Penalty: 2688.070068
	Iteration 0F: 2 clusters Score -7891846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -7857661.000000 Penalty: 5376.140137
	Iteration 0F: 3 clusters Score -7857661 nChanged 23560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -7870894.000000 Penalty: 5376.140137
	Iteration 1F: 3 clusters Score -7870894 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -7872059.500000 Penalty: 5376.140137
	Iteration 2F: 3 clusters Score -7872060 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -7873594.000000 Penalty: 5376.140137
	Iteration 3F: 3 clusters Score -7873594 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -7875558.500000 Penalty: 5376.140137
	Iteration 4F: 3 clusters Score -7875558 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -7878060.500000 Penalty: 5376.140137
	Iteration 5F: 3 clusters Score -7878060 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7880863.500000 Penalty: 5376.140137
	Iteration 6F: 3 clusters Score -7880864 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -7883421.500000 Penalty: 5376.140137
	Iteration 7F: 3 clusters Score -7883422 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -7884783.500000 Penalty: 5376.140137
	Iteration 8Q: 3 clusters Score -7884784 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -7885385.000000 Penalty: 5376.140137
	Iteration 9Q: 3 clusters Score -7885385 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7885662.500000 Penalty: 5376.140137
	Iteration 10Q: 3 clusters Score -7885662 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7885808.500000 Penalty: 5376.140137
	Iteration 11Q: 3 clusters Score -7885808 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7885987.500000 Penalty: 5376.140137
	Iteration 12Q: 3 clusters Score -7885988 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7886120.500000 Penalty: 5376.140137
	Iteration 13Q: 3 clusters Score -7886120 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -7886250.000000 Penalty: 5376.140137
	Iteration 14Q: 3 clusters Score -7886250 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7886410.000000 Penalty: 5376.140137
	Iteration 15Q: 3 clusters Score -7886410 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7886562.000000 Penalty: 5376.140137
	Iteration 16Q: 3 clusters Score -7886562 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7886717.000000 Penalty: 5376.140137
	Iteration 17Q: 3 clusters Score -7886717 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7886907.500000 Penalty: 5376.140137
	Iteration 18Q: 3 clusters Score -7886908 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7887066.500000 Penalty: 5376.140137
	Iteration 19Q: 3 clusters Score -7887066 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7887251.000000 Penalty: 5376.140137
	Iteration 20F: 3 clusters Score -7887251 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7887355.500000 Penalty: 5376.140137
	Iteration 21Q: 3 clusters Score -7887356 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -7887553.000000 Penalty: 5376.140137
	Iteration 22Q: 3 clusters Score -7887553 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7887691.500000 Penalty: 5376.140137
	Iteration 23Q: 3 clusters Score -7887692 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -7887847.000000 Penalty: 5376.140137
	Iteration 24Q: 3 clusters Score -7887847 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -7887975.500000 Penalty: 5376.140137
	Iteration 25Q: 3 clusters Score -7887976 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -7888087.500000 Penalty: 5376.140137
	Iteration 26Q: 3 clusters Score -7888088 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -7888229.000000 Penalty: 5376.140137
	Iteration 27Q: 3 clusters Score -7888229 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -7888361.500000 Penalty: 5376.140137
	Iteration 28Q: 3 clusters Score -7888362 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -7888455.500000 Penalty: 5376.140137
	Iteration 29Q: 3 clusters Score -7888456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -7888568.500000 Penalty: 5376.140137
	Iteration 30Q: 3 clusters Score -7888568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -7888677.500000 Penalty: 5376.140137
	Iteration 31Q: 3 clusters Score -7888678 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -7888748.000000 Penalty: 5376.140137
	Iteration 32Q: 3 clusters Score -7888748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -7888830.000000 Penalty: 5376.140137
	Iteration 33Q: 3 clusters Score -7888830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -7888905.000000 Penalty: 5376.140137
	Iteration 34Q: 3 clusters Score -7888905 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -7888973.500000 Penalty: 5376.140137
	Iteration 35Q: 3 clusters Score -7888974 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -7889054.500000 Penalty: 5376.140137
	Iteration 36Q: 3 clusters Score -7889054 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -7889118.500000 Penalty: 5376.140137
	Iteration 37Q: 3 clusters Score -7889118 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -7889184.500000 Penalty: 5376.140137
	Iteration 38Q: 3 clusters Score -7889184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -7889231.500000 Penalty: 5376.140137
	Iteration 39Q: 3 clusters Score -7889232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -7889294.000000 Penalty: 5376.140137
	Iteration 40F: 3 clusters Score -7889294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -7889321.500000 Penalty: 5376.140137
	Iteration 41Q: 3 clusters Score -7889322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -7889345.000000 Penalty: 5376.140137
	Iteration 42Q: 3 clusters Score -7889345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -7889388.000000 Penalty: 5376.140137
	Iteration 43Q: 3 clusters Score -7889388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -7889426.500000 Penalty: 5376.140137
	Iteration 44Q: 3 clusters Score -7889426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -7889458.000000 Penalty: 5376.140137
	Iteration 45Q: 3 clusters Score -7889458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -7889475.000000 Penalty: 5376.140137
	Iteration 46Q: 3 clusters Score -7889475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -7889491.500000 Penalty: 5376.140137
	Iteration 47Q: 3 clusters Score -7889492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -7889507.000000 Penalty: 5376.140137
	Iteration 48Q: 3 clusters Score -7889507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7889519.000000 Penalty: 5376.140137
	Iteration 49Q: 3 clusters Score -7889519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -7889517.000000 Penalty: 5376.140137
	Iteration 50Q: 3 clusters Score -7889517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -7889554.000000 Penalty: 5376.140137
	Iteration 51Q: 3 clusters Score -7889554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -7889580.000000 Penalty: 5376.140137
	Iteration 52Q: 3 clusters Score -7889580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -7889588.500000 Penalty: 5376.140137
	Iteration 53Q: 3 clusters Score -7889588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -7889602.500000 Penalty: 5376.140137
	Iteration 54Q: 3 clusters Score -7889602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -7889616.500000 Penalty: 5376.140137
	Iteration 55Q: 3 clusters Score -7889616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -7889636.500000 Penalty: 5376.140137
	Iteration 56Q: 3 clusters Score -7889636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -7889651.500000 Penalty: 5376.140137
	Iteration 57Q: 3 clusters Score -7889652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7889663.500000 Penalty: 5376.140137
	Iteration 58Q: 3 clusters Score -7889664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -7889650.000000 Penalty: 5376.140137
	Iteration 59Q: 3 clusters Score -7889650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -7889663.500000 Penalty: 5376.140137
	Iteration 60F: 3 clusters Score -7889664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -7889668.500000 Penalty: 5376.140137
	Iteration 61Q: 3 clusters Score -7889668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -7889681.500000 Penalty: 5376.140137
	Iteration 62Q: 3 clusters Score -7889682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -7889685.000000 Penalty: 5376.140137
	Iteration 63Q: 3 clusters Score -7889685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -7889689.000000 Penalty: 5376.140137
	Iteration 64Q: 3 clusters Score -7889689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -7889694.500000 Penalty: 5376.140137
	Iteration 65Q: 3 clusters Score -7889694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -7889685.000000 Penalty: 5376.140137
	Iteration 66Q: 3 clusters Score -7889685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -7889686.000000 Penalty: 5376.140137
	Iteration 67Q: 3 clusters Score -7889686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -7889687.000000 Penalty: 5376.140137
	Iteration 68Q: 3 clusters Score -7889687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -7889687.500000 Penalty: 5376.140137
	Iteration 69Q: 3 clusters Score -7889688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -7889687.500000 Penalty: 5376.140137
	Iteration 70Q: 3 clusters Score -7889688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -7889699.000000 Penalty: 5376.140137
	Iteration 71Q: 3 clusters Score -7889699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7889702.000000 Penalty: 5376.140137
	Iteration 72Q: 3 clusters Score -7889702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -7889692.500000 Penalty: 5376.140137
	Iteration 73Q: 3 clusters Score -7889692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -7889693.500000 Penalty: 5376.140137
	Iteration 74Q: 3 clusters Score -7889694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -7889697.000000 Penalty: 5376.140137
	Iteration 75Q: 3 clusters Score -7889697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -7889704.500000 Penalty: 5376.140137
	Iteration 76Q: 3 clusters Score -7889704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -7889705.000000 Penalty: 5376.140137
	Iteration 77Q: 3 clusters Score -7889705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7889716.000000 Penalty: 5376.140137
	Iteration 78Q: 3 clusters Score -7889716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -7889721.500000 Penalty: 5376.140137
	Iteration 79Q: 3 clusters Score -7889722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -7889729.500000 Penalty: 5376.140137
	Iteration 80F: 3 clusters Score -7889730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -7889728.000000 Penalty: 5376.140137
	Iteration 81Q: 3 clusters Score -7889728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -7889726.500000 Penalty: 5376.140137
	Iteration 82Q: 3 clusters Score -7889726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -7889731.000000 Penalty: 5376.140137
	Iteration 83Q: 3 clusters Score -7889731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -7889742.500000 Penalty: 5376.140137
	Iteration 84Q: 3 clusters Score -7889742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -7889741.500000 Penalty: 5376.140137
	Iteration 85Q: 3 clusters Score -7889742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -7889741.000000 Penalty: 5376.140137
	Iteration 86Q: 3 clusters Score -7889741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -7889747.000000 Penalty: 5376.140137
	Iteration 87Q: 3 clusters Score -7889747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -7889742.000000 Penalty: 5376.140137
	Iteration 88Q: 3 clusters Score -7889742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -7889749.000000 Penalty: 5376.140137
	Iteration 89Q: 3 clusters Score -7889749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -7889745.500000 Penalty: 5376.140137
	Iteration 90Q: 3 clusters Score -7889746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -7889755.500000 Penalty: 5376.140137
	Iteration 91Q: 3 clusters Score -7889756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -7889750.000000 Penalty: 5376.140137
	Iteration 92Q: 3 clusters Score -7889750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -7889746.000000 Penalty: 5376.140137
	Iteration 93Q: 3 clusters Score -7889746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -7889750.000000 Penalty: 5376.140137
	Iteration 94Q: 3 clusters Score -7889750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -7889758.500000 Penalty: 5376.140137
	Iteration 95Q: 3 clusters Score -7889758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -7889752.000000 Penalty: 5376.140137
	Iteration 96Q: 3 clusters Score -7889752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -7889751.500000 Penalty: 5376.140137
	Iteration 97Q: 3 clusters Score -7889752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -7889753.500000 Penalty: 5376.140137
	Iteration 98Q: 3 clusters Score -7889754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -7889757.000000 Penalty: 5376.140137
	Iteration 99Q: 3 clusters Score -7889757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -7889759.000000 Penalty: 5376.140137
	Iteration 100F: 3 clusters Score -7889759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -7889756.500000 Penalty: 5376.140137
	Iteration 101Q: 3 clusters Score -7889756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -7889753.500000 Penalty: 5376.140137
	Iteration 102Q: 3 clusters Score -7889754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -7889760.000000 Penalty: 5376.140137
	Iteration 103Q: 3 clusters Score -7889760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -7889769.500000 Penalty: 5376.140137
	Iteration 104Q: 3 clusters Score -7889770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -7889771.500000 Penalty: 5376.140137
	Iteration 105Q: 3 clusters Score -7889772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7889775.000000 Penalty: 5376.140137
	Iteration 106Q: 3 clusters Score -7889775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -7889782.500000 Penalty: 5376.140137
	Iteration 107Q: 3 clusters Score -7889782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -7889767.000000 Penalty: 5376.140137
	Iteration 108Q: 3 clusters Score -7889767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -7889776.000000 Penalty: 5376.140137
	Iteration 109Q: 3 clusters Score -7889776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7889773.000000 Penalty: 5376.140137
	Iteration 110Q: 3 clusters Score -7889773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -7889768.500000 Penalty: 5376.140137
	Iteration 111Q: 3 clusters Score -7889768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -7889775.500000 Penalty: 5376.140137
	Iteration 112Q: 3 clusters Score -7889776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -7889780.500000 Penalty: 5376.140137
	Iteration 113Q: 3 clusters Score -7889780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -7889790.000000 Penalty: 5376.140137
	Iteration 114Q: 3 clusters Score -7889790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -7889771.500000 Penalty: 5376.140137
	Iteration 115Q: 3 clusters Score -7889772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -7889782.500000 Penalty: 5376.140137
	Iteration 116Q: 3 clusters Score -7889782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -7889781.000000 Penalty: 5376.140137
	Iteration 117Q: 3 clusters Score -7889781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -7889788.000000 Penalty: 5376.140137
	Iteration 118Q: 3 clusters Score -7889788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -7889791.000000 Penalty: 5376.140137
	Iteration 119Q: 3 clusters Score -7889791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -7889789.000000 Penalty: 5376.140137
	Iteration 120F: 3 clusters Score -7889789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7889797.500000 Penalty: 5376.140137
	Iteration 121Q: 3 clusters Score -7889798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -7889792.000000 Penalty: 5376.140137
	Iteration 122Q: 3 clusters Score -7889792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -7889799.500000 Penalty: 5376.140137
	Iteration 123Q: 3 clusters Score -7889800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -7889791.500000 Penalty: 5376.140137
	Iteration 124Q: 3 clusters Score -7889792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -7889789.500000 Penalty: 5376.140137
	Iteration 125Q: 3 clusters Score -7889790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7889787.500000 Penalty: 5376.140137
	Iteration 126Q: 3 clusters Score -7889788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7889787.500000 Penalty: 5376.140137
	Iteration 127F: 3 clusters Score -7889788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Entering Unmasked Estep 
Score: -3092258.750000 Penalty: 2460.854492
	Iteration 0F: 2 clusters Score -3092259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3078005.750000 Penalty: 4921.708984
	Iteration 0F: 3 clusters Score -3078006 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3082642.500000 Penalty: 4921.708984
	Iteration 1F: 3 clusters Score -3082642 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3083013.250000 Penalty: 4921.708984
	Iteration 2Q: 3 clusters Score -3083013 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3083344.000000 Penalty: 4921.708984
	Iteration 3Q: 3 clusters Score -3083344 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3083654.000000 Penalty: 4921.708984
	Iteration 4Q: 3 clusters Score -3083654 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3083967.000000 Penalty: 4921.708984
	Iteration 5Q: 3 clusters Score -3083967 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3084378.250000 Penalty: 4921.708984
	Iteration 6Q: 3 clusters Score -3084378 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3084898.000000 Penalty: 4921.708984
	Iteration 7Q: 3 clusters Score -3084898 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3085588.750000 Penalty: 4921.708984
	Iteration 8Q: 3 clusters Score -3085589 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3086260.750000 Penalty: 4921.708984
	Iteration 9Q: 3 clusters Score -3086261 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3086834.000000 Penalty: 4921.708984
	Iteration 10Q: 3 clusters Score -3086834 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3087333.750000 Penalty: 4921.708984
	Iteration 11Q: 3 clusters Score -3087334 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3087753.000000 Penalty: 4921.708984
	Iteration 12Q: 3 clusters Score -3087753 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3088064.000000 Penalty: 4921.708984
	Iteration 13Q: 3 clusters Score -3088064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3088304.000000 Penalty: 4921.708984
	Iteration 14Q: 3 clusters Score -3088304 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3088503.500000 Penalty: 4921.708984
	Iteration 15Q: 3 clusters Score -3088504 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3088671.250000 Penalty: 4921.708984
	Iteration 16Q: 3 clusters Score -3088671 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3088856.750000 Penalty: 4921.708984
	Iteration 17Q: 3 clusters Score -3088857 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3089004.750000 Penalty: 4921.708984
	Iteration 18Q: 3 clusters Score -3089005 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3089147.000000 Penalty: 4921.708984
	Iteration 19Q: 3 clusters Score -3089147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3089263.250000 Penalty: 4921.708984
	Iteration 20F: 3 clusters Score -3089263 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3089362.250000 Penalty: 4921.708984
	Iteration 21Q: 3 clusters Score -3089362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3089464.250000 Penalty: 4921.708984
	Iteration 22Q: 3 clusters Score -3089464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3089536.750000 Penalty: 4921.708984
	Iteration 23Q: 3 clusters Score -3089537 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3089609.750000 Penalty: 4921.708984
	Iteration 24Q: 3 clusters Score -3089610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3089681.750000 Penalty: 4921.708984
	Iteration 25Q: 3 clusters Score -3089682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3089751.250000 Penalty: 4921.708984
	Iteration 26Q: 3 clusters Score -3089751 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3089801.750000 Penalty: 4921.708984
	Iteration 27Q: 3 clusters Score -3089802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3089865.750000 Penalty: 4921.708984
	Iteration 28Q: 3 clusters Score -3089866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3089914.000000 Penalty: 4921.708984
	Iteration 29Q: 3 clusters Score -3089914 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3089957.000000 Penalty: 4921.708984
	Iteration 30Q: 3 clusters Score -3089957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3089989.250000 Penalty: 4921.708984
	Iteration 31Q: 3 clusters Score -3089989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3090023.000000 Penalty: 4921.708984
	Iteration 32Q: 3 clusters Score -3090023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3090057.250000 Penalty: 4921.708984
	Iteration 33Q: 3 clusters Score -3090057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3090082.250000 Penalty: 4921.708984
	Iteration 34Q: 3 clusters Score -3090082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3090111.000000 Penalty: 4921.708984
	Iteration 35Q: 3 clusters Score -3090111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3090137.500000 Penalty: 4921.708984
	Iteration 36Q: 3 clusters Score -3090138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3090163.500000 Penalty: 4921.708984
	Iteration 37Q: 3 clusters Score -3090164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3090193.500000 Penalty: 4921.708984
	Iteration 38Q: 3 clusters Score -3090194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3090209.250000 Penalty: 4921.708984
	Iteration 39Q: 3 clusters Score -3090209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3090217.000000 Penalty: 4921.708984
	Iteration 40F: 3 clusters Score -3090217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3090226.750000 Penalty: 4921.708984
	Iteration 41Q: 3 clusters Score -3090227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3090229.750000 Penalty: 4921.708984
	Iteration 42Q: 3 clusters Score -3090230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3090239.750000 Penalty: 4921.708984
	Iteration 43Q: 3 clusters Score -3090240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3090239.750000 Penalty: 4921.708984
	Iteration 44Q: 3 clusters Score -3090240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3090245.250000 Penalty: 4921.708984
	Iteration 45Q: 3 clusters Score -3090245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3090248.250000 Penalty: 4921.708984
	Iteration 46Q: 3 clusters Score -3090248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3090250.000000 Penalty: 4921.708984
	Iteration 47Q: 3 clusters Score -3090250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3090257.500000 Penalty: 4921.708984
	Iteration 48Q: 3 clusters Score -3090258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3090263.750000 Penalty: 4921.708984
	Iteration 49Q: 3 clusters Score -3090264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3090271.750000 Penalty: 4921.708984
	Iteration 50Q: 3 clusters Score -3090272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3090278.000000 Penalty: 4921.708984
	Iteration 51Q: 3 clusters Score -3090278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3090270.500000 Penalty: 4921.708984
	Iteration 52Q: 3 clusters Score -3090270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3090270.500000 Penalty: 4921.708984
	Iteration 53Q: 3 clusters Score -3090270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3090273.750000 Penalty: 4921.708984
	Iteration 54Q: 3 clusters Score -3090274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3090279.750000 Penalty: 4921.708984
	Iteration 55Q: 3 clusters Score -3090280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3090280.750000 Penalty: 4921.708984
	Iteration 56Q: 3 clusters Score -3090281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3090283.000000 Penalty: 4921.708984
	Iteration 57Q: 3 clusters Score -3090283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3090282.000000 Penalty: 4921.708984
	Iteration 58Q: 3 clusters Score -3090282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3090278.250000 Penalty: 4921.708984
	Iteration 59Q: 3 clusters Score -3090278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3090278.750000 Penalty: 4921.708984
	Iteration 60F: 3 clusters Score -3090279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3090279.000000 Penalty: 4921.708984
	Iteration 61Q: 3 clusters Score -3090279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3090280.750000 Penalty: 4921.708984
	Iteration 62Q: 3 clusters Score -3090281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3090281.000000 Penalty: 4921.708984
	Iteration 63Q: 3 clusters Score -3090281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3090281.000000 Penalty: 4921.708984
	Iteration 64F: 3 clusters Score -3090281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -1044120.937500 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -1044121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1038307.312500 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -1038307 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1040074.062500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -1040074 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1040500.375000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -1040500 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1040853.000000 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -1040853 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1041104.562500 Penalty: 4395.370117
	Iteration 4F: 3 clusters Score -1041105 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1041328.312500 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -1041328 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1041516.500000 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -1041516 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1041676.312500 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -1041676 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1041808.250000 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -1041808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1041917.375000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -1041917 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1042023.250000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -1042023 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1042127.687500 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -1042128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1042243.125000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -1042243 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1042325.000000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -1042325 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1042389.625000 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -1042390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1042450.062500 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -1042450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1042500.937500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -1042501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1042545.687500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -1042546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1042591.062500 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -1042591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1042643.500000 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -1042644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1042714.062500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -1042714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1042807.875000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -1042808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1042885.937500 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -1042886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1042936.875000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -1042937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1042981.812500 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -1042982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1043006.125000 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -1043006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1043025.687500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -1043026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1043042.562500 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -1043043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1043052.562500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -1043053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1043057.875000 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -1043058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1043062.625000 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -1043063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1043070.437500 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -1043070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1043076.000000 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -1043076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1043075.437500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -1043075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1043078.625000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -1043079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1043082.375000 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -1043082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1043084.062500 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -1043084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1043085.250000 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -1043085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1043084.875000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -1043085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1043084.875000 Penalty: 4395.370117
	Iteration 39F: 3 clusters Score -1043085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -348163.437500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -348163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -345051.218750 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -345051.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -345722.968750 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -345723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -345951.218750 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -345951.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -346125.562500 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -346125.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -346238.750000 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -346238.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346352.031250 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -346352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -346466.718750 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -346466.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -346570.593750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -346570.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -346650.437500 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -346650.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346711.656250 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -346711.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346751.937500 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -346751.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -346781.031250 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -346781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346806.656250 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -346806.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -346824.593750 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -346824.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -346843.218750 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -346843.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -346858.562500 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -346858.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -346870.500000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -346870.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -346881.500000 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -346881.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -346886.156250 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -346886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346889.656250 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -346889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346896.750000 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -346896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -346900.937500 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -346900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346906.812500 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -346906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -346914.406250 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -346914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -346921.875000 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -346921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -346924.812500 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -346924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346927.906250 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -346927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -346930.093750 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -346930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -346931.187500 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -346931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -346932.281250 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -346932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346934.875000 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -346934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -346935.281250 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -346935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346936.750000 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -346936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346938.093750 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -346938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346938.656250 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -346938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -346938.812500 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -346938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346938.718750 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -346938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -346940.500000 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -346940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346941.062500 Penalty: 3919.083008
	Iteration 38Q: 3 clusters Score -346941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -346941.187500 Penalty: 3919.083008
	Iteration 39Q: 3 clusters Score -346941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -346941.750000 Penalty: 3919.083008
	Iteration 40F: 3 clusters Score -346941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -1005956.062500 Penalty: 2179.646729
	Iteration 0F: 2 clusters Score -1005956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1000427.812500 Penalty: 4359.293457
	Iteration 0F: 3 clusters Score -1000428 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1001792.000000 Penalty: 4359.293457
	Iteration 1F: 3 clusters Score -1001792 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1001991.437500 Penalty: 4359.293457
	Iteration 2F: 3 clusters Score -1001991 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1002121.937500 Penalty: 4359.293457
	Iteration 3Q: 3 clusters Score -1002122 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1002223.812500 Penalty: 4359.293457
	Iteration 4Q: 3 clusters Score -1002224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1002316.937500 Penalty: 4359.293457
	Iteration 5Q: 3 clusters Score -1002317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1002391.562500 Penalty: 4359.293457
	Iteration 6Q: 3 clusters Score -1002392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1002466.812500 Penalty: 4359.293457
	Iteration 7Q: 3 clusters Score -1002467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1002543.687500 Penalty: 4359.293457
	Iteration 8Q: 3 clusters Score -1002544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1002629.437500 Penalty: 4359.293457
	Iteration 9Q: 3 clusters Score -1002629 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1002728.625000 Penalty: 4359.293457
	Iteration 10Q: 3 clusters Score -1002729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1002813.687500 Penalty: 4359.293457
	Iteration 11Q: 3 clusters Score -1002814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1002894.875000 Penalty: 4359.293457
	Iteration 12Q: 3 clusters Score -1002895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1002974.312500 Penalty: 4359.293457
	Iteration 13Q: 3 clusters Score -1002974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1003053.187500 Penalty: 4359.293457
	Iteration 14Q: 3 clusters Score -1003053 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1003144.062500 Penalty: 4359.293457
	Iteration 15Q: 3 clusters Score -1003144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1003243.500000 Penalty: 4359.293457
	Iteration 16Q: 3 clusters Score -1003244 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1003353.312500 Penalty: 4359.293457
	Iteration 17Q: 3 clusters Score -1003353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1003481.187500 Penalty: 4359.293457
	Iteration 18Q: 3 clusters Score -1003481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1003589.125000 Penalty: 4359.293457
	Iteration 19Q: 3 clusters Score -1003589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1003682.062500 Penalty: 4359.293457
	Iteration 20F: 3 clusters Score -1003682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1003757.562500 Penalty: 4359.293457
	Iteration 21Q: 3 clusters Score -1003758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1003822.312500 Penalty: 4359.293457
	Iteration 22Q: 3 clusters Score -1003822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1003891.187500 Penalty: 4359.293457
	Iteration 23Q: 3 clusters Score -1003891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1003964.812500 Penalty: 4359.293457
	Iteration 24Q: 3 clusters Score -1003965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1004021.750000 Penalty: 4359.293457
	Iteration 25Q: 3 clusters Score -1004022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1004068.500000 Penalty: 4359.293457
	Iteration 26Q: 3 clusters Score -1004068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1004105.312500 Penalty: 4359.293457
	Iteration 27Q: 3 clusters Score -1004105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1004133.750000 Penalty: 4359.293457
	Iteration 28Q: 3 clusters Score -1004134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1004150.687500 Penalty: 4359.293457
	Iteration 29Q: 3 clusters Score -1004151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1004162.625000 Penalty: 4359.293457
	Iteration 30Q: 3 clusters Score -1004163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1004167.125000 Penalty: 4359.293457
	Iteration 31Q: 3 clusters Score -1004167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1004169.000000 Penalty: 4359.293457
	Iteration 32Q: 3 clusters Score -1004169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1004171.000000 Penalty: 4359.293457
	Iteration 33Q: 3 clusters Score -1004171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1004173.000000 Penalty: 4359.293457
	Iteration 34Q: 3 clusters Score -1004173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1004176.437500 Penalty: 4359.293457
	Iteration 35Q: 3 clusters Score -1004176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1004179.125000 Penalty: 4359.293457
	Iteration 36Q: 3 clusters Score -1004179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1004180.375000 Penalty: 4359.293457
	Iteration 37Q: 3 clusters Score -1004180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1004184.437500 Penalty: 4359.293457
	Iteration 38Q: 3 clusters Score -1004184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1004187.562500 Penalty: 4359.293457
	Iteration 39Q: 3 clusters Score -1004188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1004188.687500 Penalty: 4359.293457
	Iteration 40F: 3 clusters Score -1004189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1004191.937500 Penalty: 4359.293457
	Iteration 41Q: 3 clusters Score -1004192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1004196.250000 Penalty: 4359.293457
	Iteration 42Q: 3 clusters Score -1004196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1004198.312500 Penalty: 4359.293457
	Iteration 43Q: 3 clusters Score -1004198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1004197.375000 Penalty: 4359.293457
	Iteration 44Q: 3 clusters Score -1004197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1004199.687500 Penalty: 4359.293457
	Iteration 45Q: 3 clusters Score -1004200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1004200.125000 Penalty: 4359.293457
	Iteration 46Q: 3 clusters Score -1004200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1004201.687500 Penalty: 4359.293457
	Iteration 47Q: 3 clusters Score -1004202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1004202.562500 Penalty: 4359.293457
	Iteration 48Q: 3 clusters Score -1004203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1004202.000000 Penalty: 4359.293457
	Iteration 49Q: 3 clusters Score -1004202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1004202.000000 Penalty: 4359.293457
	Iteration 50F: 3 clusters Score -1004202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Entering Unmasked Estep 
Score: -9359946.000000 Penalty: 2728.884277
	Iteration 0F: 2 clusters Score -9359946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -9319676.000000 Penalty: 5457.768555
	Iteration 0F: 3 clusters Score -9319676 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -9335089.000000 Penalty: 5457.768555
	Iteration 1F: 3 clusters Score -9335089 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -9335741.000000 Penalty: 5457.768555
	Iteration 2Q: 3 clusters Score -9335741 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9336411.000000 Penalty: 5457.768555
	Iteration 3Q: 3 clusters Score -9336411 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -9337155.000000 Penalty: 5457.768555
	Iteration 4Q: 3 clusters Score -9337155 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -9338309.000000 Penalty: 5457.768555
	Iteration 5Q: 3 clusters Score -9338309 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -9339843.000000 Penalty: 5457.768555
	Iteration 6Q: 3 clusters Score -9339843 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -9342112.000000 Penalty: 5457.768555
	Iteration 7F: 3 clusters Score -9342112 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -9345140.000000 Penalty: 5457.768555
	Iteration 8F: 3 clusters Score -9345140 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -9348388.000000 Penalty: 5457.768555
	Iteration 9F: 3 clusters Score -9348388 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -9351333.000000 Penalty: 5457.768555
	Iteration 10F: 3 clusters Score -9351333 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -9353657.000000 Penalty: 5457.768555
	Iteration 11Q: 3 clusters Score -9353657 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9355102.000000 Penalty: 5457.768555
	Iteration 12Q: 3 clusters Score -9355102 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9356102.000000 Penalty: 5457.768555
	Iteration 13Q: 3 clusters Score -9356102 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9356678.000000 Penalty: 5457.768555
	Iteration 14Q: 3 clusters Score -9356678 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9356944.000000 Penalty: 5457.768555
	Iteration 15Q: 3 clusters Score -9356944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9357166.000000 Penalty: 5457.768555
	Iteration 16Q: 3 clusters Score -9357166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9357284.000000 Penalty: 5457.768555
	Iteration 17Q: 3 clusters Score -9357284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9357343.000000 Penalty: 5457.768555
	Iteration 18Q: 3 clusters Score -9357343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9357379.000000 Penalty: 5457.768555
	Iteration 19Q: 3 clusters Score -9357379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9357430.000000 Penalty: 5457.768555
	Iteration 20F: 3 clusters Score -9357430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9357447.000000 Penalty: 5457.768555
	Iteration 21Q: 3 clusters Score -9357447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9357466.000000 Penalty: 5457.768555
	Iteration 22Q: 3 clusters Score -9357466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9357484.000000 Penalty: 5457.768555
	Iteration 23Q: 3 clusters Score -9357484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9357489.000000 Penalty: 5457.768555
	Iteration 24Q: 3 clusters Score -9357489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9357506.000000 Penalty: 5457.768555
	Iteration 25Q: 3 clusters Score -9357506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9357502.000000 Penalty: 5457.768555
	Iteration 26Q: 3 clusters Score -9357502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9357515.000000 Penalty: 5457.768555
	Iteration 27Q: 3 clusters Score -9357515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9357505.000000 Penalty: 5457.768555
	Iteration 28Q: 3 clusters Score -9357505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9357517.000000 Penalty: 5457.768555
	Iteration 29Q: 3 clusters Score -9357517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9357513.000000 Penalty: 5457.768555
	Iteration 30Q: 3 clusters Score -9357513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9357516.000000 Penalty: 5457.768555
	Iteration 31Q: 3 clusters Score -9357516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9357516.000000 Penalty: 5457.768555
	Iteration 32F: 3 clusters Score -9357516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -439356.312500 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -439356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -435974.937500 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -435974.9 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -436781.562500 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -436781.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -437014.562500 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -437014.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -437145.500000 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -437145.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437263.281250 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -437263.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -437394.906250 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -437394.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -437516.437500 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -437516.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -437655.656250 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -437655.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -437890.093750 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -437890.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -438209.343750 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -438209.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -438466.562500 Penalty: 3999.747803
	Iteration 10F: 3 clusters Score -438466.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -438631.812500 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -438631.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -438738.000000 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -438738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -438784.500000 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -438784.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -438813.406250 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -438813.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -438832.656250 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -438832.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -438845.375000 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -438845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -438848.625000 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -438848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -438852.437500 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -438852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -438856.250000 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -438856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -438858.375000 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -438858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -438858.593750 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -438858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -438859.437500 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -438859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -438859.062500 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -438859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -438858.781250 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -438858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -438858.781250 Penalty: 3999.747803
	Iteration 25F: 3 clusters Score -438858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -42542.437500 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42542.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41328.613281 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41328.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41731.425781 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41731.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42089.753906 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -42089.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42275.492188 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -42275.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42391.683594 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42391.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42490.101562 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42603.187500 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42603.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42643.089844 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42643.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42676.617188 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42676.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42772.511719 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42772.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42777.644531 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42777.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42805.152344 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -42805.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42868.453125 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -42868.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42876.871094 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -42876.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42876.871094 Penalty: 2916.744385
	Iteration 14F: 3 clusters Score -42876.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 136 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798448.000000 Penalty: 95326.062500
Splitting cluster 13 changes total score from -137800048.000000 to -137798448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (106195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Entering Unmasked Estep 
Score: -16352334.000000 Penalty: 2870.112061
	Iteration 0F: 2 clusters Score -1.635233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -16282454.000000 Penalty: 5740.224121
	Iteration 0F: 3 clusters Score -1.628245e+07 nChanged 50241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -16310987.000000 Penalty: 5740.224121
	Iteration 1F: 3 clusters Score -1.631099e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -16311570.000000 Penalty: 5740.224121
	Iteration 2Q: 3 clusters Score -1.631157e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -16312245.000000 Penalty: 5740.224121
	Iteration 3Q: 3 clusters Score -1.631224e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -16313257.000000 Penalty: 5740.224121
	Iteration 4Q: 3 clusters Score -1.631326e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -16314581.000000 Penalty: 5740.224121
	Iteration 5Q: 3 clusters Score -1.631458e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -16316846.000000 Penalty: 5740.224121
	Iteration 6Q: 3 clusters Score -1.631685e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -16320891.000000 Penalty: 5740.224121
	Iteration 7F: 3 clusters Score -1.632089e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -16327686.000000 Penalty: 5740.224121
	Iteration 8F: 3 clusters Score -1.632769e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -16335858.000000 Penalty: 5740.224121
	Iteration 9F: 3 clusters Score -1.633586e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -16343176.000000 Penalty: 5740.224121
	Iteration 10F: 3 clusters Score -1.634318e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -16347343.000000 Penalty: 5740.224121
	Iteration 11Q: 3 clusters Score -1.634734e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16349008.000000 Penalty: 5740.224121
	Iteration 12Q: 3 clusters Score -1.634901e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16349564.000000 Penalty: 5740.224121
	Iteration 13Q: 3 clusters Score -1.634956e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -16349697.000000 Penalty: 5740.224121
	Iteration 14Q: 3 clusters Score -1.63497e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16349807.000000 Penalty: 5740.224121
	Iteration 15Q: 3 clusters Score -1.634981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16349836.000000 Penalty: 5740.224121
	Iteration 16Q: 3 clusters Score -1.634984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16349853.000000 Penalty: 5740.224121
	Iteration 17Q: 3 clusters Score -1.634985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16349876.000000 Penalty: 5740.224121
	Iteration 18Q: 3 clusters Score -1.634988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16349859.000000 Penalty: 5740.224121
	Iteration 19Q: 3 clusters Score -1.634986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16349875.000000 Penalty: 5740.224121
	Iteration 20F: 3 clusters Score -1.634988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16349876.000000 Penalty: 5740.224121
	Iteration 21Q: 3 clusters Score -1.634988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16349874.000000 Penalty: 5740.224121
	Iteration 22Q: 3 clusters Score -1.634987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16349875.000000 Penalty: 5740.224121
	Iteration 23Q: 3 clusters Score -1.634988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16349886.000000 Penalty: 5740.224121
	Iteration 24Q: 3 clusters Score -1.634989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16349887.000000 Penalty: 5740.224121
	Iteration 25Q: 3 clusters Score -1.634989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16349889.000000 Penalty: 5740.224121
	Iteration 26Q: 3 clusters Score -1.634989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16349889.000000 Penalty: 5740.224121
	Iteration 27F: 3 clusters Score -1.634989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -313978.343750 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -313978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -311284.656250 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -311284.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -311765.906250 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -311765.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -311915.875000 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -311915.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312010.687500 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -312010.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -312062.718750 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -312062.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -312104.312500 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -312104.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -312127.625000 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -312127.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312144.500000 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -312144.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -312157.468750 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -312157.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312165.906250 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -312165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312172.406250 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -312172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312179.531250 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -312179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312183.156250 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -312183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312185.625000 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -312185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -312189.000000 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -312189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -312192.750000 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -312192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -312197.625000 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -312197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312201.531250 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -312201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312207.656250 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -312207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312212.718750 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -312212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -312216.187500 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -312216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -312218.656250 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -312218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312220.750000 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -312220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312221.906250 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -312221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312223.687500 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -312223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -312223.781250 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -312223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -312224.125000 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -312224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -312224.281250 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -312224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -312224.281250 Penalty: 3778.652588
	Iteration 28F: 3 clusters Score -312224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -761918.062500 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -761918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -757319.000000 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -757319 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -758397.187500 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -758397.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -758614.812500 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -758614.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -758755.187500 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -758755.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -758847.000000 Penalty: 4240.919922
	Iteration 4Q: 3 clusters Score -758847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -758918.250000 Penalty: 4240.919922
	Iteration 5Q: 3 clusters Score -758918.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -759002.000000 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -759002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -759101.000000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -759101 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -759204.687500 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -759204.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -759319.812500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -759319.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -759431.062500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -759431.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -759529.375000 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -759529.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -759613.562500 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -759613.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -759695.625000 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -759695.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -759773.375000 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -759773.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -759849.312500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -759849.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -759943.437500 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -759943.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -760033.312500 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -760033.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -760109.687500 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -760109.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -760177.625000 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -760177.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -760246.562500 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -760246.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -760304.875000 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -760304.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -760352.000000 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -760352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -760385.500000 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -760385.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -760419.125000 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -760419.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -760449.937500 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -760449.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -760482.250000 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -760482.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -760503.250000 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -760503.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -760523.062500 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -760523.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -760541.500000 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -760541.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -760558.375000 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -760558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -760570.687500 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -760570.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -760582.937500 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -760582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -760590.500000 Penalty: 4240.919922
	Iteration 33Q: 3 clusters Score -760590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -760596.062500 Penalty: 4240.919922
	Iteration 34Q: 3 clusters Score -760596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -760598.625000 Penalty: 4240.919922
	Iteration 35Q: 3 clusters Score -760598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -760602.625000 Penalty: 4240.919922
	Iteration 36Q: 3 clusters Score -760602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -760606.562500 Penalty: 4240.919922
	Iteration 37Q: 3 clusters Score -760606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -760612.375000 Penalty: 4240.919922
	Iteration 38Q: 3 clusters Score -760612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -760621.437500 Penalty: 4240.919922
	Iteration 39Q: 3 clusters Score -760621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -760627.062500 Penalty: 4240.919922
	Iteration 40F: 3 clusters Score -760627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -760630.125000 Penalty: 4240.919922
	Iteration 41Q: 3 clusters Score -760630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -760636.687500 Penalty: 4240.919922
	Iteration 42Q: 3 clusters Score -760636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -760636.937500 Penalty: 4240.919922
	Iteration 43Q: 3 clusters Score -760636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -760637.500000 Penalty: 4240.919922
	Iteration 44Q: 3 clusters Score -760637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -760638.062500 Penalty: 4240.919922
	Iteration 45Q: 3 clusters Score -760638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -760640.437500 Penalty: 4240.919922
	Iteration 46Q: 3 clusters Score -760640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -760642.062500 Penalty: 4240.919922
	Iteration 47Q: 3 clusters Score -760642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -760642.937500 Penalty: 4240.919922
	Iteration 48Q: 3 clusters Score -760642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -760644.937500 Penalty: 4240.919922
	Iteration 49Q: 3 clusters Score -760644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -760645.937500 Penalty: 4240.919922
	Iteration 50Q: 3 clusters Score -760645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -760644.937500 Penalty: 4240.919922
	Iteration 51Q: 3 clusters Score -760644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -760645.562500 Penalty: 4240.919922
	Iteration 52Q: 3 clusters Score -760645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -760645.562500 Penalty: 4240.919922
	Iteration 53F: 3 clusters Score -760645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Entering Unmasked Estep 
Score: -16558552.000000 Penalty: 2872.360107
	Iteration 0F: 2 clusters Score -1.655855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -16489393.000000 Penalty: 5744.720215
	Iteration 0F: 3 clusters Score -1.648939e+07 nChanged 50924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -16518589.000000 Penalty: 5744.720215
	Iteration 1F: 3 clusters Score -1.651859e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -16519565.000000 Penalty: 5744.720215
	Iteration 2Q: 3 clusters Score -1.651956e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -16520848.000000 Penalty: 5744.720215
	Iteration 3Q: 3 clusters Score -1.652085e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -16522918.000000 Penalty: 5744.720215
	Iteration 4Q: 3 clusters Score -1.652292e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -16526243.000000 Penalty: 5744.720215
	Iteration 5F: 3 clusters Score -1.652624e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -16531908.000000 Penalty: 5744.720215
	Iteration 6F: 3 clusters Score -1.653191e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -16539551.000000 Penalty: 5744.720215
	Iteration 7F: 3 clusters Score -1.653955e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -16547290.000000 Penalty: 5744.720215
	Iteration 8F: 3 clusters Score -1.654729e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 101946 members 
Entering Unmasked Estep 
Score: -16552855.000000 Penalty: 5744.720215
	Iteration 9F: 3 clusters Score -1.655286e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -16555279.000000 Penalty: 5744.720215
	Iteration 10Q: 3 clusters Score -1.655528e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -16555789.000000 Penalty: 5744.720215
	Iteration 11Q: 3 clusters Score -1.655579e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -16555965.000000 Penalty: 5744.720215
	Iteration 12Q: 3 clusters Score -1.655596e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -16556030.000000 Penalty: 5744.720215
	Iteration 13Q: 3 clusters Score -1.655603e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -16556083.000000 Penalty: 5744.720215
	Iteration 14Q: 3 clusters Score -1.655608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -16556122.000000 Penalty: 5744.720215
	Iteration 15Q: 3 clusters Score -1.655612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -16556179.000000 Penalty: 5744.720215
	Iteration 16Q: 3 clusters Score -1.655618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -16556180.000000 Penalty: 5744.720215
	Iteration 17Q: 3 clusters Score -1.655618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -16556188.000000 Penalty: 5744.720215
	Iteration 18Q: 3 clusters Score -1.655619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -16556196.000000 Penalty: 5744.720215
	Iteration 19Q: 3 clusters Score -1.65562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -16556210.000000 Penalty: 5744.720215
	Iteration 20F: 3 clusters Score -1.655621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -16556204.000000 Penalty: 5744.720215
	Iteration 21Q: 3 clusters Score -1.65562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -16556195.000000 Penalty: 5744.720215
	Iteration 22Q: 3 clusters Score -1.65562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -16556199.000000 Penalty: 5744.720215
	Iteration 23Q: 3 clusters Score -1.65562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -16556197.000000 Penalty: 5744.720215
	Iteration 24Q: 3 clusters Score -1.65562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -16556196.000000 Penalty: 5744.720215
	Iteration 25Q: 3 clusters Score -1.65562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -16556200.000000 Penalty: 5744.720215
	Iteration 26Q: 3 clusters Score -1.65562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -16556213.000000 Penalty: 5744.720215
	Iteration 27Q: 3 clusters Score -1.655621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -16556220.000000 Penalty: 5744.720215
	Iteration 28Q: 3 clusters Score -1.655622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -16556223.000000 Penalty: 5744.720215
	Iteration 29Q: 3 clusters Score -1.655622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -16556220.000000 Penalty: 5744.720215
	Iteration 30Q: 3 clusters Score -1.655622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -16556220.000000 Penalty: 5744.720215
	Iteration 31F: 3 clusters Score -1.655622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Entering Unmasked Estep 
Score: -15311163.000000 Penalty: 2854.208984
	Iteration 0F: 2 clusters Score -1.531116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -15247284.000000 Penalty: 5708.417969
	Iteration 0F: 3 clusters Score -1.524728e+07 nChanged 47181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -15274289.000000 Penalty: 5708.417969
	Iteration 1F: 3 clusters Score -1.527429e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -15275084.000000 Penalty: 5708.417969
	Iteration 2Q: 3 clusters Score -1.527508e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -15275987.000000 Penalty: 5708.417969
	Iteration 3Q: 3 clusters Score -1.527599e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -15276851.000000 Penalty: 5708.417969
	Iteration 4Q: 3 clusters Score -1.527685e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -15277799.000000 Penalty: 5708.417969
	Iteration 5Q: 3 clusters Score -1.52778e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -15278895.000000 Penalty: 5708.417969
	Iteration 6Q: 3 clusters Score -1.52789e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -15280264.000000 Penalty: 5708.417969
	Iteration 7Q: 3 clusters Score -1.528026e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -15282031.000000 Penalty: 5708.417969
	Iteration 8Q: 3 clusters Score -1.528203e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -15284394.000000 Penalty: 5708.417969
	Iteration 9Q: 3 clusters Score -1.528439e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -15287435.000000 Penalty: 5708.417969
	Iteration 10F: 3 clusters Score -1.528744e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -15290963.000000 Penalty: 5708.417969
	Iteration 11F: 3 clusters Score -1.529096e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -15294277.000000 Penalty: 5708.417969
	Iteration 12F: 3 clusters Score -1.529428e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -15296648.000000 Penalty: 5708.417969
	Iteration 13Q: 3 clusters Score -1.529665e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -15298179.000000 Penalty: 5708.417969
	Iteration 14Q: 3 clusters Score -1.529818e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -15299170.000000 Penalty: 5708.417969
	Iteration 15Q: 3 clusters Score -1.529917e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -15300132.000000 Penalty: 5708.417969
	Iteration 16Q: 3 clusters Score -1.530013e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -15301114.000000 Penalty: 5708.417969
	Iteration 17Q: 3 clusters Score -1.530111e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -15302020.000000 Penalty: 5708.417969
	Iteration 18Q: 3 clusters Score -1.530202e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -15303065.000000 Penalty: 5708.417969
	Iteration 19Q: 3 clusters Score -1.530306e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -15304095.000000 Penalty: 5708.417969
	Iteration 20F: 3 clusters Score -1.53041e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -15305079.000000 Penalty: 5708.417969
	Iteration 21Q: 3 clusters Score -1.530508e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -15306001.000000 Penalty: 5708.417969
	Iteration 22Q: 3 clusters Score -1.5306e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -15306807.000000 Penalty: 5708.417969
	Iteration 23Q: 3 clusters Score -1.530681e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -15307645.000000 Penalty: 5708.417969
	Iteration 24Q: 3 clusters Score -1.530764e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -15308273.000000 Penalty: 5708.417969
	Iteration 25Q: 3 clusters Score -1.530827e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -15308857.000000 Penalty: 5708.417969
	Iteration 26Q: 3 clusters Score -1.530886e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -15309194.000000 Penalty: 5708.417969
	Iteration 27Q: 3 clusters Score -1.530919e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -15309507.000000 Penalty: 5708.417969
	Iteration 28Q: 3 clusters Score -1.530951e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -15309718.000000 Penalty: 5708.417969
	Iteration 29Q: 3 clusters Score -1.530972e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -15309866.000000 Penalty: 5708.417969
	Iteration 30Q: 3 clusters Score -1.530987e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -15309943.000000 Penalty: 5708.417969
	Iteration 31Q: 3 clusters Score -1.530994e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -15310025.000000 Penalty: 5708.417969
	Iteration 32Q: 3 clusters Score -1.531002e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -15310080.000000 Penalty: 5708.417969
	Iteration 33Q: 3 clusters Score -1.531008e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -15310107.000000 Penalty: 5708.417969
	Iteration 34Q: 3 clusters Score -1.531011e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -15310137.000000 Penalty: 5708.417969
	Iteration 35Q: 3 clusters Score -1.531014e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -15310091.000000 Penalty: 5708.417969
	Iteration 36Q: 3 clusters Score -1.531009e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -15310086.000000 Penalty: 5708.417969
	Iteration 37Q: 3 clusters Score -1.531009e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -15310039.000000 Penalty: 5708.417969
	Iteration 38Q: 3 clusters Score -1.531004e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -15310059.000000 Penalty: 5708.417969
	Iteration 39Q: 3 clusters Score -1.531006e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -15310060.000000 Penalty: 5708.417969
	Iteration 40F: 3 clusters Score -1.531006e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -15310064.000000 Penalty: 5708.417969
	Iteration 41Q: 3 clusters Score -1.531006e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -15310038.000000 Penalty: 5708.417969
	Iteration 42Q: 3 clusters Score -1.531004e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -15309966.000000 Penalty: 5708.417969
	Iteration 43Q: 3 clusters Score -1.530997e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -15309958.000000 Penalty: 5708.417969
	Iteration 44Q: 3 clusters Score -1.530996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -15309912.000000 Penalty: 5708.417969
	Iteration 45Q: 3 clusters Score -1.530991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -15309887.000000 Penalty: 5708.417969
	Iteration 46Q: 3 clusters Score -1.530989e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -15309872.000000 Penalty: 5708.417969
	Iteration 47Q: 3 clusters Score -1.530987e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15309896.000000 Penalty: 5708.417969
	Iteration 48Q: 3 clusters Score -1.53099e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15309892.000000 Penalty: 5708.417969
	Iteration 49Q: 3 clusters Score -1.530989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15309869.000000 Penalty: 5708.417969
	Iteration 50Q: 3 clusters Score -1.530987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15309876.000000 Penalty: 5708.417969
	Iteration 51Q: 3 clusters Score -1.530988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -15309868.000000 Penalty: 5708.417969
	Iteration 52Q: 3 clusters Score -1.530987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -15309869.000000 Penalty: 5708.417969
	Iteration 53Q: 3 clusters Score -1.530987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -15309865.000000 Penalty: 5708.417969
	Iteration 54Q: 3 clusters Score -1.530986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15309850.000000 Penalty: 5708.417969
	Iteration 55Q: 3 clusters Score -1.530985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -15309869.000000 Penalty: 5708.417969
	Iteration 56Q: 3 clusters Score -1.530987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -15309896.000000 Penalty: 5708.417969
	Iteration 57Q: 3 clusters Score -1.53099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15309902.000000 Penalty: 5708.417969
	Iteration 58Q: 3 clusters Score -1.53099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -15309915.000000 Penalty: 5708.417969
	Iteration 59Q: 3 clusters Score -1.530992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -15309905.000000 Penalty: 5708.417969
	Iteration 60F: 3 clusters Score -1.53099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -15309921.000000 Penalty: 5708.417969
	Iteration 61Q: 3 clusters Score -1.530992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15309908.000000 Penalty: 5708.417969
	Iteration 62Q: 3 clusters Score -1.530991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -15309907.000000 Penalty: 5708.417969
	Iteration 63Q: 3 clusters Score -1.530991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -15309910.000000 Penalty: 5708.417969
	Iteration 64Q: 3 clusters Score -1.530991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -15309910.000000 Penalty: 5708.417969
	Iteration 65F: 3 clusters Score -1.530991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Entering Unmasked Estep 
Score: -7091837.500000 Penalty: 2669.553467
	Iteration 0F: 2 clusters Score -7091838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -7059885.000000 Penalty: 5339.106934
	Iteration 0F: 3 clusters Score -7059885 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -7071978.500000 Penalty: 5339.106934
	Iteration 1F: 3 clusters Score -7071978 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -7072603.500000 Penalty: 5339.106934
	Iteration 2Q: 3 clusters Score -7072604 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7073329.000000 Penalty: 5339.106934
	Iteration 3Q: 3 clusters Score -7073329 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -7074172.000000 Penalty: 5339.106934
	Iteration 4Q: 3 clusters Score -7074172 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -7075132.000000 Penalty: 5339.106934
	Iteration 5Q: 3 clusters Score -7075132 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -7076373.000000 Penalty: 5339.106934
	Iteration 6F: 3 clusters Score -7076373 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -7077885.000000 Penalty: 5339.106934
	Iteration 7F: 3 clusters Score -7077885 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -7079714.500000 Penalty: 5339.106934
	Iteration 8F: 3 clusters Score -7079714 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -7081641.000000 Penalty: 5339.106934
	Iteration 9F: 3 clusters Score -7081641 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7083464.000000 Penalty: 5339.106934
	Iteration 10F: 3 clusters Score -7083464 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -7085134.000000 Penalty: 5339.106934
	Iteration 11Q: 3 clusters Score -7085134 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7086460.500000 Penalty: 5339.106934
	Iteration 12Q: 3 clusters Score -7086460 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7087480.000000 Penalty: 5339.106934
	Iteration 13Q: 3 clusters Score -7087480 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7088118.500000 Penalty: 5339.106934
	Iteration 14Q: 3 clusters Score -7088118 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7088587.000000 Penalty: 5339.106934
	Iteration 15Q: 3 clusters Score -7088587 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7088891.500000 Penalty: 5339.106934
	Iteration 16Q: 3 clusters Score -7088892 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7089100.000000 Penalty: 5339.106934
	Iteration 17Q: 3 clusters Score -7089100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7089240.000000 Penalty: 5339.106934
	Iteration 18Q: 3 clusters Score -7089240 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7089350.500000 Penalty: 5339.106934
	Iteration 19Q: 3 clusters Score -7089350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7089428.500000 Penalty: 5339.106934
	Iteration 20F: 3 clusters Score -7089428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7089467.000000 Penalty: 5339.106934
	Iteration 21Q: 3 clusters Score -7089467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7089471.500000 Penalty: 5339.106934
	Iteration 22Q: 3 clusters Score -7089472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7089524.000000 Penalty: 5339.106934
	Iteration 23Q: 3 clusters Score -7089524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7089547.000000 Penalty: 5339.106934
	Iteration 24Q: 3 clusters Score -7089547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7089568.000000 Penalty: 5339.106934
	Iteration 25Q: 3 clusters Score -7089568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7089584.500000 Penalty: 5339.106934
	Iteration 26Q: 3 clusters Score -7089584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7089588.000000 Penalty: 5339.106934
	Iteration 27Q: 3 clusters Score -7089588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7089579.000000 Penalty: 5339.106934
	Iteration 28Q: 3 clusters Score -7089579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7089586.500000 Penalty: 5339.106934
	Iteration 29Q: 3 clusters Score -7089586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7089589.000000 Penalty: 5339.106934
	Iteration 30Q: 3 clusters Score -7089589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7089591.000000 Penalty: 5339.106934
	Iteration 31Q: 3 clusters Score -7089591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7089587.000000 Penalty: 5339.106934
	Iteration 32Q: 3 clusters Score -7089587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7089589.000000 Penalty: 5339.106934
	Iteration 33Q: 3 clusters Score -7089589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7089589.500000 Penalty: 5339.106934
	Iteration 34Q: 3 clusters Score -7089590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7089591.000000 Penalty: 5339.106934
	Iteration 35Q: 3 clusters Score -7089591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7089594.000000 Penalty: 5339.106934
	Iteration 36Q: 3 clusters Score -7089594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7089594.000000 Penalty: 5339.106934
	Iteration 37Q: 3 clusters Score -7089594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7089595.500000 Penalty: 5339.106934
	Iteration 38Q: 3 clusters Score -7089596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7089599.500000 Penalty: 5339.106934
	Iteration 39Q: 3 clusters Score -7089600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7089600.500000 Penalty: 5339.106934
	Iteration 40F: 3 clusters Score -7089600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7089599.500000 Penalty: 5339.106934
	Iteration 41Q: 3 clusters Score -7089600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7089599.500000 Penalty: 5339.106934
	Iteration 42Q: 3 clusters Score -7089600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7089599.500000 Penalty: 5339.106934
	Iteration 43F: 3 clusters Score -7089600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83067.312500 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83067.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81562.421875 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81562.42 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82018.742188 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -82018.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82193.562500 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82193.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82496.148438 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82496.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82851.296875 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -82851.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82982.937500 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -82982.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83056.054688 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83056.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83134.484375 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83134.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83214.773438 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83214.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83283.367188 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83283.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83307.585938 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -83307.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83332.882812 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83332.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83359.148438 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83359.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83416.500000 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -83416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83490.781250 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -83490.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83575.921875 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -83575.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83584.281250 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -83584.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83590.671875 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -83590.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83596.984375 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -83596.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83601.507812 Penalty: 3211.814697
	Iteration 19Q: 3 clusters Score -83601.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83605.531250 Penalty: 3211.814697
	Iteration 20F: 3 clusters Score -83605.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 178 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798672.000000 Penalty: 95326.062500
Splitting cluster 21 changes total score from -137800048.000000 to -137798672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Entering Unmasked Estep 
Score: -10187620.000000 Penalty: 2751.785400
	Iteration 0F: 2 clusters Score -1.018762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -10143369.000000 Penalty: 5503.570801
	Iteration 0F: 3 clusters Score -1.014337e+07 nChanged 30644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -10160906.000000 Penalty: 5503.570801
	Iteration 1F: 3 clusters Score -1.016091e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -10161728.000000 Penalty: 5503.570801
	Iteration 2Q: 3 clusters Score -1.016173e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -10162742.000000 Penalty: 5503.570801
	Iteration 3Q: 3 clusters Score -1.016274e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -10164105.000000 Penalty: 5503.570801
	Iteration 4Q: 3 clusters Score -1.01641e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -10166071.000000 Penalty: 5503.570801
	Iteration 5F: 3 clusters Score -1.016607e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -10169154.000000 Penalty: 5503.570801
	Iteration 6F: 3 clusters Score -1.016915e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -10173164.000000 Penalty: 5503.570801
	Iteration 7F: 3 clusters Score -1.017316e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -10177106.000000 Penalty: 5503.570801
	Iteration 8F: 3 clusters Score -1.017711e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -10180164.000000 Penalty: 5503.570801
	Iteration 9F: 3 clusters Score -1.018016e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -10182255.000000 Penalty: 5503.570801
	Iteration 10Q: 3 clusters Score -1.018226e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -10183528.000000 Penalty: 5503.570801
	Iteration 11Q: 3 clusters Score -1.018353e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -10184228.000000 Penalty: 5503.570801
	Iteration 12Q: 3 clusters Score -1.018423e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -10184679.000000 Penalty: 5503.570801
	Iteration 13Q: 3 clusters Score -1.018468e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -10184964.000000 Penalty: 5503.570801
	Iteration 14Q: 3 clusters Score -1.018496e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -10185158.000000 Penalty: 5503.570801
	Iteration 15Q: 3 clusters Score -1.018516e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -10185305.000000 Penalty: 5503.570801
	Iteration 16Q: 3 clusters Score -1.01853e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -10185434.000000 Penalty: 5503.570801
	Iteration 17Q: 3 clusters Score -1.018543e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -10185523.000000 Penalty: 5503.570801
	Iteration 18Q: 3 clusters Score -1.018552e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -10185612.000000 Penalty: 5503.570801
	Iteration 19Q: 3 clusters Score -1.018561e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -10185692.000000 Penalty: 5503.570801
	Iteration 20F: 3 clusters Score -1.018569e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -10185744.000000 Penalty: 5503.570801
	Iteration 21Q: 3 clusters Score -1.018574e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -10185792.000000 Penalty: 5503.570801
	Iteration 22Q: 3 clusters Score -1.018579e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -10185849.000000 Penalty: 5503.570801
	Iteration 23Q: 3 clusters Score -1.018585e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -10185828.000000 Penalty: 5503.570801
	Iteration 24Q: 3 clusters Score -1.018583e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -10185854.000000 Penalty: 5503.570801
	Iteration 25Q: 3 clusters Score -1.018585e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -10185847.000000 Penalty: 5503.570801
	Iteration 26Q: 3 clusters Score -1.018585e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -10185878.000000 Penalty: 5503.570801
	Iteration 27Q: 3 clusters Score -1.018588e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -10185896.000000 Penalty: 5503.570801
	Iteration 28Q: 3 clusters Score -1.01859e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -10185912.000000 Penalty: 5503.570801
	Iteration 29Q: 3 clusters Score -1.018591e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -10185941.000000 Penalty: 5503.570801
	Iteration 30Q: 3 clusters Score -1.018594e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -10185934.000000 Penalty: 5503.570801
	Iteration 31Q: 3 clusters Score -1.018593e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -10185921.000000 Penalty: 5503.570801
	Iteration 32Q: 3 clusters Score -1.018592e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -10185947.000000 Penalty: 5503.570801
	Iteration 33Q: 3 clusters Score -1.018595e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -10185953.000000 Penalty: 5503.570801
	Iteration 34Q: 3 clusters Score -1.018595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -10185959.000000 Penalty: 5503.570801
	Iteration 35Q: 3 clusters Score -1.018596e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -10185956.000000 Penalty: 5503.570801
	Iteration 36Q: 3 clusters Score -1.018596e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -10185988.000000 Penalty: 5503.570801
	Iteration 37Q: 3 clusters Score -1.018599e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -10186001.000000 Penalty: 5503.570801
	Iteration 38Q: 3 clusters Score -1.0186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -10186026.000000 Penalty: 5503.570801
	Iteration 39Q: 3 clusters Score -1.018603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -10186012.000000 Penalty: 5503.570801
	Iteration 40F: 3 clusters Score -1.018601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -10186018.000000 Penalty: 5503.570801
	Iteration 41Q: 3 clusters Score -1.018602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -10186022.000000 Penalty: 5503.570801
	Iteration 42Q: 3 clusters Score -1.018602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -10186016.000000 Penalty: 5503.570801
	Iteration 43Q: 3 clusters Score -1.018602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -10186024.000000 Penalty: 5503.570801
	Iteration 44Q: 3 clusters Score -1.018602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -10186029.000000 Penalty: 5503.570801
	Iteration 45Q: 3 clusters Score -1.018603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -10186025.000000 Penalty: 5503.570801
	Iteration 46Q: 3 clusters Score -1.018602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -10186032.000000 Penalty: 5503.570801
	Iteration 47Q: 3 clusters Score -1.018603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -10186028.000000 Penalty: 5503.570801
	Iteration 48Q: 3 clusters Score -1.018603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -10186025.000000 Penalty: 5503.570801
	Iteration 49Q: 3 clusters Score -1.018602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -10186033.000000 Penalty: 5503.570801
	Iteration 50Q: 3 clusters Score -1.018603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10186030.000000 Penalty: 5503.570801
	Iteration 51Q: 3 clusters Score -1.018603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -10186014.000000 Penalty: 5503.570801
	Iteration 52Q: 3 clusters Score -1.018601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -10186017.000000 Penalty: 5503.570801
	Iteration 53Q: 3 clusters Score -1.018602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -10186028.000000 Penalty: 5503.570801
	Iteration 54Q: 3 clusters Score -1.018603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -10186039.000000 Penalty: 5503.570801
	Iteration 55Q: 3 clusters Score -1.018604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -10186038.000000 Penalty: 5503.570801
	Iteration 56Q: 3 clusters Score -1.018604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -10186038.000000 Penalty: 5503.570801
	Iteration 57Q: 3 clusters Score -1.018604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -10186043.000000 Penalty: 5503.570801
	Iteration 58Q: 3 clusters Score -1.018604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -10186044.000000 Penalty: 5503.570801
	Iteration 59Q: 3 clusters Score -1.018604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -10186049.000000 Penalty: 5503.570801
	Iteration 60F: 3 clusters Score -1.018605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -10186055.000000 Penalty: 5503.570801
	Iteration 61Q: 3 clusters Score -1.018606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -10186057.000000 Penalty: 5503.570801
	Iteration 62Q: 3 clusters Score -1.018606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -10186062.000000 Penalty: 5503.570801
	Iteration 63Q: 3 clusters Score -1.018606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -10186050.000000 Penalty: 5503.570801
	Iteration 64Q: 3 clusters Score -1.018605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -10186056.000000 Penalty: 5503.570801
	Iteration 65Q: 3 clusters Score -1.018606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -10186063.000000 Penalty: 5503.570801
	Iteration 66Q: 3 clusters Score -1.018606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -10186067.000000 Penalty: 5503.570801
	Iteration 67Q: 3 clusters Score -1.018607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10186061.000000 Penalty: 5503.570801
	Iteration 68Q: 3 clusters Score -1.018606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -10186060.000000 Penalty: 5503.570801
	Iteration 69Q: 3 clusters Score -1.018606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -10186060.000000 Penalty: 5503.570801
	Iteration 70Q: 3 clusters Score -1.018606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -10186065.000000 Penalty: 5503.570801
	Iteration 71Q: 3 clusters Score -1.018606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -10186069.000000 Penalty: 5503.570801
	Iteration 72Q: 3 clusters Score -1.018607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -10186066.000000 Penalty: 5503.570801
	Iteration 73Q: 3 clusters Score -1.018607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -10186079.000000 Penalty: 5503.570801
	Iteration 74Q: 3 clusters Score -1.018608e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -10186083.000000 Penalty: 5503.570801
	Iteration 75Q: 3 clusters Score -1.018608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -10186086.000000 Penalty: 5503.570801
	Iteration 76Q: 3 clusters Score -1.018609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -10186105.000000 Penalty: 5503.570801
	Iteration 77Q: 3 clusters Score -1.01861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -10186098.000000 Penalty: 5503.570801
	Iteration 78Q: 3 clusters Score -1.01861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -10186090.000000 Penalty: 5503.570801
	Iteration 79Q: 3 clusters Score -1.018609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -10186097.000000 Penalty: 5503.570801
	Iteration 80F: 3 clusters Score -1.01861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -10186095.000000 Penalty: 5503.570801
	Iteration 81Q: 3 clusters Score -1.01861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -10186105.000000 Penalty: 5503.570801
	Iteration 82Q: 3 clusters Score -1.01861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -10186109.000000 Penalty: 5503.570801
	Iteration 83Q: 3 clusters Score -1.018611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -10186107.000000 Penalty: 5503.570801
	Iteration 84Q: 3 clusters Score -1.018611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -10186113.000000 Penalty: 5503.570801
	Iteration 85Q: 3 clusters Score -1.018611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -10186108.000000 Penalty: 5503.570801
	Iteration 86Q: 3 clusters Score -1.018611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -10186112.000000 Penalty: 5503.570801
	Iteration 87Q: 3 clusters Score -1.018611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -10186116.000000 Penalty: 5503.570801
	Iteration 88Q: 3 clusters Score -1.018612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -10186121.000000 Penalty: 5503.570801
	Iteration 89Q: 3 clusters Score -1.018612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -10186135.000000 Penalty: 5503.570801
	Iteration 90Q: 3 clusters Score -1.018614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -10186128.000000 Penalty: 5503.570801
	Iteration 91Q: 3 clusters Score -1.018613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -10186112.000000 Penalty: 5503.570801
	Iteration 92Q: 3 clusters Score -1.018611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -10186124.000000 Penalty: 5503.570801
	Iteration 93Q: 3 clusters Score -1.018612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -10186122.000000 Penalty: 5503.570801
	Iteration 94Q: 3 clusters Score -1.018612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -10186121.000000 Penalty: 5503.570801
	Iteration 95Q: 3 clusters Score -1.018612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -10186115.000000 Penalty: 5503.570801
	Iteration 96Q: 3 clusters Score -1.018612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -10186105.000000 Penalty: 5503.570801
	Iteration 97Q: 3 clusters Score -1.01861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -10186110.000000 Penalty: 5503.570801
	Iteration 98Q: 3 clusters Score -1.018611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -10186109.000000 Penalty: 5503.570801
	Iteration 99Q: 3 clusters Score -1.018611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -10186117.000000 Penalty: 5503.570801
	Iteration 100F: 3 clusters Score -1.018612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -10186118.000000 Penalty: 5503.570801
	Iteration 101Q: 3 clusters Score -1.018612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -10186120.000000 Penalty: 5503.570801
	Iteration 102Q: 3 clusters Score -1.018612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -10186138.000000 Penalty: 5503.570801
	Iteration 103Q: 3 clusters Score -1.018614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -10186137.000000 Penalty: 5503.570801
	Iteration 104Q: 3 clusters Score -1.018614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10186136.000000 Penalty: 5503.570801
	Iteration 105Q: 3 clusters Score -1.018614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -10186124.000000 Penalty: 5503.570801
	Iteration 106Q: 3 clusters Score -1.018612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -10186137.000000 Penalty: 5503.570801
	Iteration 107Q: 3 clusters Score -1.018614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -10186128.000000 Penalty: 5503.570801
	Iteration 108Q: 3 clusters Score -1.018613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10186132.000000 Penalty: 5503.570801
	Iteration 109Q: 3 clusters Score -1.018613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -10186138.000000 Penalty: 5503.570801
	Iteration 110Q: 3 clusters Score -1.018614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -10186139.000000 Penalty: 5503.570801
	Iteration 111Q: 3 clusters Score -1.018614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -10186137.000000 Penalty: 5503.570801
	Iteration 112Q: 3 clusters Score -1.018614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -10186133.000000 Penalty: 5503.570801
	Iteration 113Q: 3 clusters Score -1.018613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -10186141.000000 Penalty: 5503.570801
	Iteration 114Q: 3 clusters Score -1.018614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -10186139.000000 Penalty: 5503.570801
	Iteration 115Q: 3 clusters Score -1.018614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -10186140.000000 Penalty: 5503.570801
	Iteration 116Q: 3 clusters Score -1.018614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -10186137.000000 Penalty: 5503.570801
	Iteration 117Q: 3 clusters Score -1.018614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -10186142.000000 Penalty: 5503.570801
	Iteration 118Q: 3 clusters Score -1.018614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -10186132.000000 Penalty: 5503.570801
	Iteration 119Q: 3 clusters Score -1.018613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -10186132.000000 Penalty: 5503.570801
	Iteration 120F: 3 clusters Score -1.018613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -10186127.000000 Penalty: 5503.570801
	Iteration 121Q: 3 clusters Score -1.018613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -10186124.000000 Penalty: 5503.570801
	Iteration 122Q: 3 clusters Score -1.018612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -10186123.000000 Penalty: 5503.570801
	Iteration 123Q: 3 clusters Score -1.018612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -10186123.000000 Penalty: 5503.570801
	Iteration 124F: 3 clusters Score -1.018612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Entering Unmasked Estep 
Score: -1860382.000000 Penalty: 2353.954590
	Iteration 0F: 2 clusters Score -1860382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1850592.000000 Penalty: 4707.909180
	Iteration 0F: 3 clusters Score -1850592 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1853752.500000 Penalty: 4707.909180
	Iteration 1F: 3 clusters Score -1853752 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1854223.375000 Penalty: 4707.909180
	Iteration 2F: 3 clusters Score -1854223 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1854668.375000 Penalty: 4707.909180
	Iteration 3F: 3 clusters Score -1854668 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1855129.500000 Penalty: 4707.909180
	Iteration 4F: 3 clusters Score -1855130 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1855685.875000 Penalty: 4707.909180
	Iteration 5F: 3 clusters Score -1855686 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1856325.625000 Penalty: 4707.909180
	Iteration 6F: 3 clusters Score -1856326 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1856936.875000 Penalty: 4707.909180
	Iteration 7F: 3 clusters Score -1856937 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1857405.125000 Penalty: 4707.909180
	Iteration 8F: 3 clusters Score -1857405 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1857772.000000 Penalty: 4707.909180
	Iteration 9Q: 3 clusters Score -1857772 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1857999.125000 Penalty: 4707.909180
	Iteration 10Q: 3 clusters Score -1857999 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1858119.500000 Penalty: 4707.909180
	Iteration 11Q: 3 clusters Score -1858120 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1858198.125000 Penalty: 4707.909180
	Iteration 12Q: 3 clusters Score -1858198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1858251.750000 Penalty: 4707.909180
	Iteration 13Q: 3 clusters Score -1858252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1858289.625000 Penalty: 4707.909180
	Iteration 14Q: 3 clusters Score -1858290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1858322.750000 Penalty: 4707.909180
	Iteration 15Q: 3 clusters Score -1858323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1858352.500000 Penalty: 4707.909180
	Iteration 16Q: 3 clusters Score -1858352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1858387.750000 Penalty: 4707.909180
	Iteration 17Q: 3 clusters Score -1858388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1858417.250000 Penalty: 4707.909180
	Iteration 18Q: 3 clusters Score -1858417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1858455.250000 Penalty: 4707.909180
	Iteration 19Q: 3 clusters Score -1858455 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1858501.625000 Penalty: 4707.909180
	Iteration 20F: 3 clusters Score -1858502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1858549.750000 Penalty: 4707.909180
	Iteration 21Q: 3 clusters Score -1858550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1858580.000000 Penalty: 4707.909180
	Iteration 22Q: 3 clusters Score -1858580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1858620.500000 Penalty: 4707.909180
	Iteration 23Q: 3 clusters Score -1858620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1858654.000000 Penalty: 4707.909180
	Iteration 24Q: 3 clusters Score -1858654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1858687.500000 Penalty: 4707.909180
	Iteration 25Q: 3 clusters Score -1858688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1858711.125000 Penalty: 4707.909180
	Iteration 26Q: 3 clusters Score -1858711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1858726.875000 Penalty: 4707.909180
	Iteration 27Q: 3 clusters Score -1858727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1858730.500000 Penalty: 4707.909180
	Iteration 28Q: 3 clusters Score -1858730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1858733.125000 Penalty: 4707.909180
	Iteration 29Q: 3 clusters Score -1858733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1858731.125000 Penalty: 4707.909180
	Iteration 30Q: 3 clusters Score -1858731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1858737.250000 Penalty: 4707.909180
	Iteration 31Q: 3 clusters Score -1858737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1858740.375000 Penalty: 4707.909180
	Iteration 32Q: 3 clusters Score -1858740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1858737.625000 Penalty: 4707.909180
	Iteration 33Q: 3 clusters Score -1858738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1858741.500000 Penalty: 4707.909180
	Iteration 34Q: 3 clusters Score -1858742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1858741.125000 Penalty: 4707.909180
	Iteration 35Q: 3 clusters Score -1858741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1858742.750000 Penalty: 4707.909180
	Iteration 36Q: 3 clusters Score -1858743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1858744.750000 Penalty: 4707.909180
	Iteration 37Q: 3 clusters Score -1858745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1858746.125000 Penalty: 4707.909180
	Iteration 38Q: 3 clusters Score -1858746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1858744.000000 Penalty: 4707.909180
	Iteration 39Q: 3 clusters Score -1858744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1858745.750000 Penalty: 4707.909180
	Iteration 40F: 3 clusters Score -1858746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1858747.750000 Penalty: 4707.909180
	Iteration 41Q: 3 clusters Score -1858748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1858749.375000 Penalty: 4707.909180
	Iteration 42Q: 3 clusters Score -1858749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1858750.750000 Penalty: 4707.909180
	Iteration 43Q: 3 clusters Score -1858751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1858749.250000 Penalty: 4707.909180
	Iteration 44Q: 3 clusters Score -1858749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1858750.875000 Penalty: 4707.909180
	Iteration 45Q: 3 clusters Score -1858751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1858750.750000 Penalty: 4707.909180
	Iteration 46Q: 3 clusters Score -1858751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1858751.500000 Penalty: 4707.909180
	Iteration 47Q: 3 clusters Score -1858752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1858749.750000 Penalty: 4707.909180
	Iteration 48Q: 3 clusters Score -1858750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1858748.500000 Penalty: 4707.909180
	Iteration 49Q: 3 clusters Score -1858748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1858749.625000 Penalty: 4707.909180
	Iteration 50Q: 3 clusters Score -1858750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1858750.375000 Penalty: 4707.909180
	Iteration 51Q: 3 clusters Score -1858750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1858750.375000 Penalty: 4707.909180
	Iteration 52F: 3 clusters Score -1858750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -126283.968750 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -126284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124459.742188 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -124459.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125048.312500 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -125048.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125384.468750 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -125384.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125684.843750 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -125684.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125972.195312 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -125972.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -126121.804688 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -126121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -126216.484375 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -126216.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -126267.046875 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -126267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -126299.828125 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -126299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -126347.140625 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -126347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126400.476562 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -126400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -126446.156250 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -126446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -126481.664062 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -126481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -126491.195312 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -126491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -126492.601562 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -126492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -126492.601562 Penalty: 3387.041260
	Iteration 15F: 3 clusters Score -126492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 953 members 
Entering Unmasked Estep 
Score: -137798480.000000 Penalty: 95326.062500
Splitting cluster 24 changes total score from -137800048.000000 to -137798480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Entering Unmasked Estep 
Score: -7090469.000000 Penalty: 2668.302734
	Iteration 0F: 2 clusters Score -7090469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -7058431.500000 Penalty: 5336.605469
	Iteration 0F: 3 clusters Score -7058432 nChanged 21832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7070552.000000 Penalty: 5336.605469
	Iteration 1F: 3 clusters Score -7070552 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -7071244.000000 Penalty: 5336.605469
	Iteration 2Q: 3 clusters Score -7071244 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -7072158.000000 Penalty: 5336.605469
	Iteration 3Q: 3 clusters Score -7072158 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7073494.000000 Penalty: 5336.605469
	Iteration 4F: 3 clusters Score -7073494 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -7075650.500000 Penalty: 5336.605469
	Iteration 5F: 3 clusters Score -7075650 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7078671.500000 Penalty: 5336.605469
	Iteration 6F: 3 clusters Score -7078672 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7082233.000000 Penalty: 5336.605469
	Iteration 7F: 3 clusters Score -7082233 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7085273.500000 Penalty: 5336.605469
	Iteration 8F: 3 clusters Score -7085274 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7087005.000000 Penalty: 5336.605469
	Iteration 9Q: 3 clusters Score -7087005 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7087696.500000 Penalty: 5336.605469
	Iteration 10Q: 3 clusters Score -7087696 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7087955.500000 Penalty: 5336.605469
	Iteration 11Q: 3 clusters Score -7087956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7088081.500000 Penalty: 5336.605469
	Iteration 12Q: 3 clusters Score -7088082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7088151.000000 Penalty: 5336.605469
	Iteration 13Q: 3 clusters Score -7088151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7088177.500000 Penalty: 5336.605469
	Iteration 14Q: 3 clusters Score -7088178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7088198.000000 Penalty: 5336.605469
	Iteration 15Q: 3 clusters Score -7088198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7088226.000000 Penalty: 5336.605469
	Iteration 16Q: 3 clusters Score -7088226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7088223.500000 Penalty: 5336.605469
	Iteration 17Q: 3 clusters Score -7088224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7088239.500000 Penalty: 5336.605469
	Iteration 18Q: 3 clusters Score -7088240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7088242.500000 Penalty: 5336.605469
	Iteration 19Q: 3 clusters Score -7088242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7088248.000000 Penalty: 5336.605469
	Iteration 20F: 3 clusters Score -7088248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7088251.000000 Penalty: 5336.605469
	Iteration 21Q: 3 clusters Score -7088251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7088252.500000 Penalty: 5336.605469
	Iteration 22Q: 3 clusters Score -7088252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7088256.500000 Penalty: 5336.605469
	Iteration 23Q: 3 clusters Score -7088256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7088256.500000 Penalty: 5336.605469
	Iteration 24F: 3 clusters Score -7088256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Entering Unmasked Estep 
Score: -9679225.000000 Penalty: 2736.692627
	Iteration 0F: 2 clusters Score -9679225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -9637634.000000 Penalty: 5473.385254
	Iteration 0F: 3 clusters Score -9637634 nChanged 28964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -9653950.000000 Penalty: 5473.385254
	Iteration 1F: 3 clusters Score -9653950 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -9654543.000000 Penalty: 5473.385254
	Iteration 2Q: 3 clusters Score -9654543 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -9655047.000000 Penalty: 5473.385254
	Iteration 3Q: 3 clusters Score -9655047 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -9655742.000000 Penalty: 5473.385254
	Iteration 4Q: 3 clusters Score -9655742 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -9656564.000000 Penalty: 5473.385254
	Iteration 5Q: 3 clusters Score -9656564 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -9657753.000000 Penalty: 5473.385254
	Iteration 6Q: 3 clusters Score -9657753 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -9659537.000000 Penalty: 5473.385254
	Iteration 7F: 3 clusters Score -9659537 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -9662136.000000 Penalty: 5473.385254
	Iteration 8F: 3 clusters Score -9662136 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9665582.000000 Penalty: 5473.385254
	Iteration 9F: 3 clusters Score -9665582 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -9669305.000000 Penalty: 5473.385254
	Iteration 10F: 3 clusters Score -9669305 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -9672345.000000 Penalty: 5473.385254
	Iteration 11F: 3 clusters Score -9672345 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -9674344.000000 Penalty: 5473.385254
	Iteration 12Q: 3 clusters Score -9674344 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -9675435.000000 Penalty: 5473.385254
	Iteration 13Q: 3 clusters Score -9675435 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -9676084.000000 Penalty: 5473.385254
	Iteration 14Q: 3 clusters Score -9676084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -9676396.000000 Penalty: 5473.385254
	Iteration 15Q: 3 clusters Score -9676396 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -9676597.000000 Penalty: 5473.385254
	Iteration 16Q: 3 clusters Score -9676597 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -9676735.000000 Penalty: 5473.385254
	Iteration 17Q: 3 clusters Score -9676735 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -9676837.000000 Penalty: 5473.385254
	Iteration 18Q: 3 clusters Score -9676837 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -9676862.000000 Penalty: 5473.385254
	Iteration 19Q: 3 clusters Score -9676862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -9676900.000000 Penalty: 5473.385254
	Iteration 20F: 3 clusters Score -9676900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -9676903.000000 Penalty: 5473.385254
	Iteration 21Q: 3 clusters Score -9676903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -9676949.000000 Penalty: 5473.385254
	Iteration 22Q: 3 clusters Score -9676949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -9676972.000000 Penalty: 5473.385254
	Iteration 23Q: 3 clusters Score -9676972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -9676978.000000 Penalty: 5473.385254
	Iteration 24Q: 3 clusters Score -9676978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -9676981.000000 Penalty: 5473.385254
	Iteration 25Q: 3 clusters Score -9676981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -9676986.000000 Penalty: 5473.385254
	Iteration 26Q: 3 clusters Score -9676986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -9677000.000000 Penalty: 5473.385254
	Iteration 27Q: 3 clusters Score -9677000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -9677002.000000 Penalty: 5473.385254
	Iteration 28Q: 3 clusters Score -9677002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -9677000.000000 Penalty: 5473.385254
	Iteration 29Q: 3 clusters Score -9677000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -9677005.000000 Penalty: 5473.385254
	Iteration 30Q: 3 clusters Score -9677005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9677012.000000 Penalty: 5473.385254
	Iteration 31Q: 3 clusters Score -9677012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -9677014.000000 Penalty: 5473.385254
	Iteration 32Q: 3 clusters Score -9677014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -9677009.000000 Penalty: 5473.385254
	Iteration 33Q: 3 clusters Score -9677009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -9677017.000000 Penalty: 5473.385254
	Iteration 34Q: 3 clusters Score -9677017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -9677011.000000 Penalty: 5473.385254
	Iteration 35Q: 3 clusters Score -9677011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -9677021.000000 Penalty: 5473.385254
	Iteration 36Q: 3 clusters Score -9677021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -9677029.000000 Penalty: 5473.385254
	Iteration 37Q: 3 clusters Score -9677029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -9677028.000000 Penalty: 5473.385254
	Iteration 38Q: 3 clusters Score -9677028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -9677017.000000 Penalty: 5473.385254
	Iteration 39Q: 3 clusters Score -9677017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -9677027.000000 Penalty: 5473.385254
	Iteration 40F: 3 clusters Score -9677027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -9677031.000000 Penalty: 5473.385254
	Iteration 41Q: 3 clusters Score -9677031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -9677049.000000 Penalty: 5473.385254
	Iteration 42Q: 3 clusters Score -9677049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -9677043.000000 Penalty: 5473.385254
	Iteration 43Q: 3 clusters Score -9677043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -9677047.000000 Penalty: 5473.385254
	Iteration 44Q: 3 clusters Score -9677047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -9677050.000000 Penalty: 5473.385254
	Iteration 45Q: 3 clusters Score -9677050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -9677048.000000 Penalty: 5473.385254
	Iteration 46Q: 3 clusters Score -9677048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -9677049.000000 Penalty: 5473.385254
	Iteration 47Q: 3 clusters Score -9677049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -9677050.000000 Penalty: 5473.385254
	Iteration 48Q: 3 clusters Score -9677050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -9677052.000000 Penalty: 5473.385254
	Iteration 49Q: 3 clusters Score -9677052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -9677055.000000 Penalty: 5473.385254
	Iteration 50Q: 3 clusters Score -9677055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -9677055.000000 Penalty: 5473.385254
	Iteration 51F: 3 clusters Score -9677055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Entering Unmasked Estep 
Score: -15921697.000000 Penalty: 2863.947754
	Iteration 0F: 2 clusters Score -1.59217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -15854922.000000 Penalty: 5727.895508
	Iteration 0F: 3 clusters Score -1.585492e+07 nChanged 49022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -15882346.000000 Penalty: 5727.895508
	Iteration 1F: 3 clusters Score -1.588235e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -15882957.000000 Penalty: 5727.895508
	Iteration 2Q: 3 clusters Score -1.588296e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -15883665.000000 Penalty: 5727.895508
	Iteration 3Q: 3 clusters Score -1.588366e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -15884359.000000 Penalty: 5727.895508
	Iteration 4Q: 3 clusters Score -1.588436e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -15885171.000000 Penalty: 5727.895508
	Iteration 5Q: 3 clusters Score -1.588517e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -15886454.000000 Penalty: 5727.895508
	Iteration 6Q: 3 clusters Score -1.588645e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -15888250.000000 Penalty: 5727.895508
	Iteration 7Q: 3 clusters Score -1.588825e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -15891451.000000 Penalty: 5727.895508
	Iteration 8F: 3 clusters Score -1.589145e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -15896484.000000 Penalty: 5727.895508
	Iteration 9F: 3 clusters Score -1.589648e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -15903223.000000 Penalty: 5727.895508
	Iteration 10F: 3 clusters Score -1.590322e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -15909693.000000 Penalty: 5727.895508
	Iteration 11F: 3 clusters Score -1.590969e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -15914116.000000 Penalty: 5727.895508
	Iteration 12Q: 3 clusters Score -1.591412e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -15916187.000000 Penalty: 5727.895508
	Iteration 13Q: 3 clusters Score -1.591619e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -15917315.000000 Penalty: 5727.895508
	Iteration 14Q: 3 clusters Score -1.591732e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -15918028.000000 Penalty: 5727.895508
	Iteration 15Q: 3 clusters Score -1.591803e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -15918551.000000 Penalty: 5727.895508
	Iteration 16Q: 3 clusters Score -1.591855e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -15918955.000000 Penalty: 5727.895508
	Iteration 17Q: 3 clusters Score -1.591896e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -15919332.000000 Penalty: 5727.895508
	Iteration 18Q: 3 clusters Score -1.591933e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -15919675.000000 Penalty: 5727.895508
	Iteration 19Q: 3 clusters Score -1.591968e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -15919931.000000 Penalty: 5727.895508
	Iteration 20F: 3 clusters Score -1.591993e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -15920135.000000 Penalty: 5727.895508
	Iteration 21Q: 3 clusters Score -1.592014e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -15920316.000000 Penalty: 5727.895508
	Iteration 22Q: 3 clusters Score -1.592032e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -15920424.000000 Penalty: 5727.895508
	Iteration 23Q: 3 clusters Score -1.592042e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -15920507.000000 Penalty: 5727.895508
	Iteration 24Q: 3 clusters Score -1.592051e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -15920548.000000 Penalty: 5727.895508
	Iteration 25Q: 3 clusters Score -1.592055e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -15920587.000000 Penalty: 5727.895508
	Iteration 26Q: 3 clusters Score -1.592059e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -15920645.000000 Penalty: 5727.895508
	Iteration 27Q: 3 clusters Score -1.592064e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -15920645.000000 Penalty: 5727.895508
	Iteration 28Q: 3 clusters Score -1.592064e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -15920611.000000 Penalty: 5727.895508
	Iteration 29Q: 3 clusters Score -1.592061e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -15920634.000000 Penalty: 5727.895508
	Iteration 30Q: 3 clusters Score -1.592063e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -15920659.000000 Penalty: 5727.895508
	Iteration 31Q: 3 clusters Score -1.592066e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -15920666.000000 Penalty: 5727.895508
	Iteration 32Q: 3 clusters Score -1.592067e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -15920635.000000 Penalty: 5727.895508
	Iteration 33Q: 3 clusters Score -1.592064e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -15920623.000000 Penalty: 5727.895508
	Iteration 34Q: 3 clusters Score -1.592062e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -15920593.000000 Penalty: 5727.895508
	Iteration 35Q: 3 clusters Score -1.592059e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -15920582.000000 Penalty: 5727.895508
	Iteration 36Q: 3 clusters Score -1.592058e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -15920540.000000 Penalty: 5727.895508
	Iteration 37Q: 3 clusters Score -1.592054e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -15920506.000000 Penalty: 5727.895508
	Iteration 38Q: 3 clusters Score -1.592051e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -15920477.000000 Penalty: 5727.895508
	Iteration 39Q: 3 clusters Score -1.592048e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -15920467.000000 Penalty: 5727.895508
	Iteration 40F: 3 clusters Score -1.592047e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -15920468.000000 Penalty: 5727.895508
	Iteration 41Q: 3 clusters Score -1.592047e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -15920445.000000 Penalty: 5727.895508
	Iteration 42Q: 3 clusters Score -1.592044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -15920428.000000 Penalty: 5727.895508
	Iteration 43Q: 3 clusters Score -1.592043e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -15920404.000000 Penalty: 5727.895508
	Iteration 44Q: 3 clusters Score -1.59204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -15920391.000000 Penalty: 5727.895508
	Iteration 45Q: 3 clusters Score -1.592039e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -15920388.000000 Penalty: 5727.895508
	Iteration 46Q: 3 clusters Score -1.592039e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -15920362.000000 Penalty: 5727.895508
	Iteration 47Q: 3 clusters Score -1.592036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -15920348.000000 Penalty: 5727.895508
	Iteration 48Q: 3 clusters Score -1.592035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -15920341.000000 Penalty: 5727.895508
	Iteration 49Q: 3 clusters Score -1.592034e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -15920345.000000 Penalty: 5727.895508
	Iteration 50Q: 3 clusters Score -1.592034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -15920369.000000 Penalty: 5727.895508
	Iteration 51Q: 3 clusters Score -1.592037e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -15920344.000000 Penalty: 5727.895508
	Iteration 52Q: 3 clusters Score -1.592034e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -15920336.000000 Penalty: 5727.895508
	Iteration 53Q: 3 clusters Score -1.592034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -15920346.000000 Penalty: 5727.895508
	Iteration 54Q: 3 clusters Score -1.592035e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -15920325.000000 Penalty: 5727.895508
	Iteration 55Q: 3 clusters Score -1.592032e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -15920317.000000 Penalty: 5727.895508
	Iteration 56Q: 3 clusters Score -1.592032e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -15920300.000000 Penalty: 5727.895508
	Iteration 57Q: 3 clusters Score -1.59203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -15920309.000000 Penalty: 5727.895508
	Iteration 58Q: 3 clusters Score -1.592031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -15920282.000000 Penalty: 5727.895508
	Iteration 59Q: 3 clusters Score -1.592028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -15920293.000000 Penalty: 5727.895508
	Iteration 60F: 3 clusters Score -1.592029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -15920311.000000 Penalty: 5727.895508
	Iteration 61Q: 3 clusters Score -1.592031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -15920301.000000 Penalty: 5727.895508
	Iteration 62Q: 3 clusters Score -1.59203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -15920288.000000 Penalty: 5727.895508
	Iteration 63Q: 3 clusters Score -1.592029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -15920286.000000 Penalty: 5727.895508
	Iteration 64Q: 3 clusters Score -1.592029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -15920272.000000 Penalty: 5727.895508
	Iteration 65Q: 3 clusters Score -1.592027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -15920275.000000 Penalty: 5727.895508
	Iteration 66Q: 3 clusters Score -1.592028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -15920278.000000 Penalty: 5727.895508
	Iteration 67Q: 3 clusters Score -1.592028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -15920266.000000 Penalty: 5727.895508
	Iteration 68Q: 3 clusters Score -1.592027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -15920273.000000 Penalty: 5727.895508
	Iteration 69Q: 3 clusters Score -1.592027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -15920268.000000 Penalty: 5727.895508
	Iteration 70Q: 3 clusters Score -1.592027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15920265.000000 Penalty: 5727.895508
	Iteration 71Q: 3 clusters Score -1.592026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -15920284.000000 Penalty: 5727.895508
	Iteration 72Q: 3 clusters Score -1.592028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -15920284.000000 Penalty: 5727.895508
	Iteration 73Q: 3 clusters Score -1.592028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -15920282.000000 Penalty: 5727.895508
	Iteration 74Q: 3 clusters Score -1.592028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -15920281.000000 Penalty: 5727.895508
	Iteration 75Q: 3 clusters Score -1.592028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -15920270.000000 Penalty: 5727.895508
	Iteration 76Q: 3 clusters Score -1.592027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15920272.000000 Penalty: 5727.895508
	Iteration 77Q: 3 clusters Score -1.592027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -15920263.000000 Penalty: 5727.895508
	Iteration 78Q: 3 clusters Score -1.592026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99562 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -15920265.000000 Penalty: 5727.895508
	Iteration 79Q: 3 clusters Score -1.592026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -15920262.000000 Penalty: 5727.895508
	Iteration 80F: 3 clusters Score -1.592026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15920260.000000 Penalty: 5727.895508
	Iteration 81Q: 3 clusters Score -1.592026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15920254.000000 Penalty: 5727.895508
	Iteration 82Q: 3 clusters Score -1.592025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -15920245.000000 Penalty: 5727.895508
	Iteration 83Q: 3 clusters Score -1.592024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -15920242.000000 Penalty: 5727.895508
	Iteration 84Q: 3 clusters Score -1.592024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -15920234.000000 Penalty: 5727.895508
	Iteration 85Q: 3 clusters Score -1.592023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -15920231.000000 Penalty: 5727.895508
	Iteration 86Q: 3 clusters Score -1.592023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -15920234.000000 Penalty: 5727.895508
	Iteration 87Q: 3 clusters Score -1.592023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99605 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -15920227.000000 Penalty: 5727.895508
	Iteration 88Q: 3 clusters Score -1.592023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -15920248.000000 Penalty: 5727.895508
	Iteration 89Q: 3 clusters Score -1.592025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -15920246.000000 Penalty: 5727.895508
	Iteration 90Q: 3 clusters Score -1.592025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -15920246.000000 Penalty: 5727.895508
	Iteration 91Q: 3 clusters Score -1.592025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -15920240.000000 Penalty: 5727.895508
	Iteration 92Q: 3 clusters Score -1.592024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -15920237.000000 Penalty: 5727.895508
	Iteration 93Q: 3 clusters Score -1.592024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -15920236.000000 Penalty: 5727.895508
	Iteration 94Q: 3 clusters Score -1.592024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -15920237.000000 Penalty: 5727.895508
	Iteration 95Q: 3 clusters Score -1.592024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -15920236.000000 Penalty: 5727.895508
	Iteration 96Q: 3 clusters Score -1.592024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -15920238.000000 Penalty: 5727.895508
	Iteration 97Q: 3 clusters Score -1.592024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -15920241.000000 Penalty: 5727.895508
	Iteration 98Q: 3 clusters Score -1.592024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -15920249.000000 Penalty: 5727.895508
	Iteration 99Q: 3 clusters Score -1.592025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -15920249.000000 Penalty: 5727.895508
	Iteration 100F: 3 clusters Score -1.592025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -15920247.000000 Penalty: 5727.895508
	Iteration 101Q: 3 clusters Score -1.592025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -15920241.000000 Penalty: 5727.895508
	Iteration 102Q: 3 clusters Score -1.592024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -15920235.000000 Penalty: 5727.895508
	Iteration 103Q: 3 clusters Score -1.592024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -15920235.000000 Penalty: 5727.895508
	Iteration 104Q: 3 clusters Score -1.592024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -15920234.000000 Penalty: 5727.895508
	Iteration 105Q: 3 clusters Score -1.592023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -15920228.000000 Penalty: 5727.895508
	Iteration 106Q: 3 clusters Score -1.592023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -15920230.000000 Penalty: 5727.895508
	Iteration 107Q: 3 clusters Score -1.592023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -15920230.000000 Penalty: 5727.895508
	Iteration 108Q: 3 clusters Score -1.592023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -15920229.000000 Penalty: 5727.895508
	Iteration 109Q: 3 clusters Score -1.592023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -15920234.000000 Penalty: 5727.895508
	Iteration 110Q: 3 clusters Score -1.592023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -15920234.000000 Penalty: 5727.895508
	Iteration 111F: 3 clusters Score -1.592023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -130393.015625 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -130393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -128514.375000 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -128514.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128924.390625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -128924.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129159.695312 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -129159.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129383.125000 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -129383.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129601.835938 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -129601.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129862.289062 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -129862.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130015.046875 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -130015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130092.679688 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -130092.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130146.203125 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -130146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130205.914062 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -130205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130225.789062 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -130225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130243.750000 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -130243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130296.406250 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -130296.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130449.156250 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -130449.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130514.117188 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -130514.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130535.984375 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -130536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130564.703125 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -130564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130580.328125 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -130580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -130594.679688 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -130594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130602.445312 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -130602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130612.554688 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -130612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130617.156250 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -130617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -130620.796875 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -130620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130624.023438 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -130624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130627.210938 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -130627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -130628.546875 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -130628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130629.953125 Penalty: 3402.368896
	Iteration 26Q: 3 clusters Score -130630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130629.953125 Penalty: 3402.368896
	Iteration 27F: 3 clusters Score -130630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 50970 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 107162 members 
Mstep: Class 18 contains 99599 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 47303 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 47065 members 
Mstep: Class 26 contains 62010 members 
Mstep: Class 27 contains 103588 members 
Mstep: Class 28 contains 485 members 
Entering Unmasked Estep 
Score: -137798432.000000 Penalty: 95326.062500
Splitting cluster 28 changes total score from -137800048.000000 to -137798432.000000
So it's not getting split.
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419476160.000000 Penalty: 99277.875000
21->28 Clusters: Score -419476160.000000, best is -419439232.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 43407 members 
Mstep: Class 4 contains 43563 members 
Mstep: Class 5 contains 43397 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 43933 members 
Mstep: Class 8 contains 43736 members 
Mstep: Class 9 contains 43586 members 
Mstep: Class 10 contains 43783 members 
Mstep: Class 11 contains 43721 members 
Mstep: Class 12 contains 43398 members 
Mstep: Class 13 contains 43007 members 
Mstep: Class 14 contains 43674 members 
Mstep: Class 15 contains 43773 members 
Mstep: Class 16 contains 43690 members 
Mstep: Class 17 contains 43491 members 
Mstep: Class 18 contains 43309 members 
Mstep: Class 19 contains 43764 members 
Mstep: Class 20 contains 43839 members 
Mstep: Class 21 contains 43556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1596.067505 but Gain 3404.500000
Score: -133051064.000000 Penalty: 68090.046875
Iteration 0F: 21 clusters Score -1.330511e+08 nChanged 870704
Entering Unmasked Mstep 
Mstep: Class 0 contains 2379 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 35396 members 
Mstep: Class 3 contains 17239 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 165786 members 
Mstep: Class 6 contains 20872 members 
Mstep: Class 7 contains 134574 members 
Mstep: Class 8 contains 26902 members 
Mstep: Class 9 contains 34998 members 
Mstep: Class 10 contains 197091 members 
Mstep: Class 11 contains 57735 members 
Mstep: Class 12 contains 32754 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 22838 members 
Mstep: Class 16 contains 16136 members 
Mstep: Class 17 contains 24101 members 
Mstep: Class 18 contains 25932 members 
Mstep: Class 19 contains 15187 members 
Mstep: Class 20 contains 18903 members 
Mstep: Class 21 contains 26030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136066400.000000 Penalty: 68090.046875
Iteration 1F: 21 clusters Score -1.360664e+08 nChanged 330488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2238 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 24358 members 
Mstep: Class 3 contains 33748 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 186656 members 
Mstep: Class 6 contains 8697 members 
Mstep: Class 7 contains 167392 members 
Mstep: Class 8 contains 14955 members 
Mstep: Class 9 contains 32304 members 
Mstep: Class 10 contains 213784 members 
Mstep: Class 11 contains 67169 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 30916 members 
Mstep: Class 19 contains 15067 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 21684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136572272.000000 Penalty: 68090.046875
Iteration 2F: 21 clusters Score -1.365723e+08 nChanged 217422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1905 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 21831 members 
Mstep: Class 3 contains 35436 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 172406 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 156435 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 223558 members 
Mstep: Class 11 contains 85847 members 
Mstep: Class 12 contains 26743 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 9798 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 11024 members 
Mstep: Class 18 contains 53639 members 
Mstep: Class 19 contains 19926 members 
Mstep: Class 20 contains 4928 members 
Mstep: Class 21 contains 20820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2620.776855 but Gain 3404.503906
Score: -136858544.000000 Penalty: 64685.542969
Iteration 3F: 20 clusters Score -1.368585e+08 nChanged 168750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1532 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 22286 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 5 contains 153308 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 138710 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 39288 members 
Mstep: Class 10 contains 221902 members 
Mstep: Class 11 contains 117877 members 
Mstep: Class 12 contains 26109 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 71717 members 
Mstep: Class 19 contains 22033 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 20525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3355.353027 but Gain 3404.500000
Score: -137106960.000000 Penalty: 61281.042969
Iteration 4F: 19 clusters Score -1.37107e+08 nChanged 138323
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 22461 members 
Mstep: Class 3 contains 30665 members 
Mstep: Class 4 contains 6022 members 
Mstep: Class 5 contains 132988 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 123001 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 205622 members 
Mstep: Class 11 contains 166364 members 
Mstep: Class 12 contains 24508 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 12380 members 
Mstep: Class 17 contains 9311 members 
Mstep: Class 18 contains 81248 members 
Mstep: Class 19 contains 21765 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 20432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137240880.000000 Penalty: 61281.042969
Iteration 5F: 19 clusters Score -1.372409e+08 nChanged 139389
Entering Unmasked Mstep 
Mstep: Class 0 contains 714 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21702 members 
Mstep: Class 3 contains 28957 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 112428 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 109921 members 
Mstep: Class 9 contains 50167 members 
Mstep: Class 10 contains 179136 members 
Mstep: Class 11 contains 225608 members 
Mstep: Class 12 contains 23347 members 
Mstep: Class 13 contains 3910 members 
Mstep: Class 14 contains 13147 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 84038 members 
Mstep: Class 19 contains 20190 members 
Mstep: Class 20 contains 1712 members 
Mstep: Class 21 contains 21437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137316000.000000 Penalty: 61281.042969
Iteration 6F: 19 clusters Score -1.37316e+08 nChanged 136543
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 27570 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 107011 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 110113 members 
Mstep: Class 9 contains 53643 members 
Mstep: Class 10 contains 158435 members 
Mstep: Class 11 contains 253705 members 
Mstep: Class 12 contains 23022 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 13692 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 81800 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 22048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137293680.000000 Penalty: 61281.042969
Iteration 7F: 19 clusters Score -1.372937e+08 nChanged 96085
Entering Unmasked Mstep 
Mstep: Class 0 contains 682 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 21205 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 5583 members 
Mstep: Class 5 contains 114441 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 111827 members 
Mstep: Class 9 contains 57404 members 
Mstep: Class 10 contains 166399 members 
Mstep: Class 11 contains 231589 members 
Mstep: Class 12 contains 24922 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 14538 members 
Mstep: Class 17 contains 8343 members 
Mstep: Class 18 contains 78260 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 21 contains 24034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137366224.000000 Penalty: 61281.042969
Iteration 8F: 19 clusters Score -1.373662e+08 nChanged 74156
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 24753 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 113036 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 110187 members 
Mstep: Class 9 contains 60670 members 
Mstep: Class 10 contains 158957 members 
Mstep: Class 11 contains 238797 members 
Mstep: Class 12 contains 25208 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 15064 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 75200 members 
Mstep: Class 19 contains 22945 members 
Mstep: Class 20 contains 976 members 
Mstep: Class 21 contains 27750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137380720.000000 Penalty: 61281.042969
Iteration 9F: 19 clusters Score -1.373807e+08 nChanged 60120
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20911 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 115101 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 108936 members 
Mstep: Class 9 contains 63604 members 
Mstep: Class 10 contains 158184 members 
Mstep: Class 11 contains 232527 members 
Mstep: Class 12 contains 26057 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 15608 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 71866 members 
Mstep: Class 19 contains 24276 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 32518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137437264.000000 Penalty: 61281.042969
Iteration 10F: 19 clusters Score -1.374373e+08 nChanged 51608
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20903 members 
Mstep: Class 3 contains 22294 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 114882 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 107515 members 
Mstep: Class 9 contains 66004 members 
Mstep: Class 10 contains 153631 members 
Mstep: Class 11 contains 231853 members 
Mstep: Class 12 contains 26540 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 15987 members 
Mstep: Class 17 contains 10581 members 
Mstep: Class 18 contains 68919 members 
Mstep: Class 19 contains 25398 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 38284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137484736.000000 Penalty: 61281.042969
Iteration 11F: 19 clusters Score -1.374847e+08 nChanged 42195
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20985 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 115003 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 106113 members 
Mstep: Class 9 contains 67932 members 
Mstep: Class 10 contains 149275 members 
Mstep: Class 11 contains 228907 members 
Mstep: Class 12 contains 27104 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 16213 members 
Mstep: Class 17 contains 12299 members 
Mstep: Class 18 contains 66425 members 
Mstep: Class 19 contains 26477 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 44926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137508656.000000 Penalty: 61281.042969
Iteration 12Q: 19 clusters Score -1.375087e+08 nChanged 36110
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21088 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 114555 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 104713 members 
Mstep: Class 9 contains 69318 members 
Mstep: Class 10 contains 143799 members 
Mstep: Class 11 contains 226949 members 
Mstep: Class 12 contains 27463 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 16331 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 64530 members 
Mstep: Class 19 contains 27338 members 
Mstep: Class 20 contains 655 members 
Mstep: Class 21 contains 52115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137527920.000000 Penalty: 61281.042969
Iteration 13Q: 19 clusters Score -1.375279e+08 nChanged 31905
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21196 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 114103 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 103621 members 
Mstep: Class 9 contains 70251 members 
Mstep: Class 10 contains 137841 members 
Mstep: Class 11 contains 224655 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 63003 members 
Mstep: Class 19 contains 28033 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 59851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137547232.000000 Penalty: 61281.042969
Iteration 14Q: 19 clusters Score -1.375472e+08 nChanged 28702
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21287 members 
Mstep: Class 3 contains 18824 members 
Mstep: Class 4 contains 5696 members 
Mstep: Class 5 contains 113278 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 102973 members 
Mstep: Class 9 contains 70765 members 
Mstep: Class 10 contains 132146 members 
Mstep: Class 11 contains 222552 members 
Mstep: Class 12 contains 28032 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 16423 members 
Mstep: Class 17 contains 18679 members 
Mstep: Class 18 contains 61766 members 
Mstep: Class 19 contains 28534 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 67415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137565408.000000 Penalty: 61281.042969
Iteration 15Q: 19 clusters Score -1.375654e+08 nChanged 26174
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 21367 members 
Mstep: Class 3 contains 18221 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 112621 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 102284 members 
Mstep: Class 9 contains 70883 members 
Mstep: Class 10 contains 127008 members 
Mstep: Class 11 contains 220302 members 
Mstep: Class 12 contains 28184 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 16448 members 
Mstep: Class 17 contains 20757 members 
Mstep: Class 18 contains 60830 members 
Mstep: Class 19 contains 28846 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 74823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137581920.000000 Penalty: 61281.042969
Iteration 16Q: 19 clusters Score -1.375819e+08 nChanged 23976
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 17758 members 
Mstep: Class 4 contains 5781 members 
Mstep: Class 5 contains 112034 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 101602 members 
Mstep: Class 9 contains 70722 members 
Mstep: Class 10 contains 122957 members 
Mstep: Class 11 contains 217730 members 
Mstep: Class 12 contains 28242 members 
Mstep: Class 13 contains 2212 members 
Mstep: Class 14 contains 16420 members 
Mstep: Class 17 contains 22644 members 
Mstep: Class 18 contains 60093 members 
Mstep: Class 19 contains 28965 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 81843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137596512.000000 Penalty: 61281.042969
Iteration 17Q: 19 clusters Score -1.375965e+08 nChanged 22549
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21506 members 
Mstep: Class 3 contains 17350 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 111309 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 101092 members 
Mstep: Class 9 contains 70272 members 
Mstep: Class 10 contains 119166 members 
Mstep: Class 11 contains 215626 members 
Mstep: Class 12 contains 28265 members 
Mstep: Class 13 contains 2223 members 
Mstep: Class 14 contains 16401 members 
Mstep: Class 17 contains 24351 members 
Mstep: Class 18 contains 59466 members 
Mstep: Class 19 contains 28944 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 88574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137608208.000000 Penalty: 61281.042969
Iteration 18Q: 19 clusters Score -1.376082e+08 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 21511 members 
Mstep: Class 3 contains 17010 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 110530 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 100200 members 
Mstep: Class 9 contains 69801 members 
Mstep: Class 10 contains 115859 members 
Mstep: Class 11 contains 213525 members 
Mstep: Class 12 contains 28228 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 16396 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 58982 members 
Mstep: Class 19 contains 28861 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 95385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137617040.000000 Penalty: 61281.042969
Iteration 19Q: 19 clusters Score -1.37617e+08 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 16700 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 109990 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 98493 members 
Mstep: Class 9 contains 69144 members 
Mstep: Class 10 contains 112617 members 
Mstep: Class 11 contains 211434 members 
Mstep: Class 12 contains 28146 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 16364 members 
Mstep: Class 17 contains 27429 members 
Mstep: Class 18 contains 58729 members 
Mstep: Class 19 contains 28691 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 102952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137624192.000000 Penalty: 61281.042969
Iteration 20F: 19 clusters Score -1.376242e+08 nChanged 24716
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 21497 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 109508 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 96059 members 
Mstep: Class 9 contains 68153 members 
Mstep: Class 10 contains 109844 members 
Mstep: Class 11 contains 209419 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 16334 members 
Mstep: Class 17 contains 28859 members 
Mstep: Class 18 contains 58632 members 
Mstep: Class 19 contains 28438 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 110959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137626496.000000 Penalty: 61281.042969
Iteration 21Q: 19 clusters Score -1.376265e+08 nChanged 29014
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 21483 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 108085 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 93355 members 
Mstep: Class 9 contains 67282 members 
Mstep: Class 10 contains 106947 members 
Mstep: Class 11 contains 206770 members 
Mstep: Class 12 contains 27900 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 17 contains 30284 members 
Mstep: Class 18 contains 58738 members 
Mstep: Class 19 contains 28261 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 120516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137622640.000000 Penalty: 61281.042969
Iteration 22Q: 19 clusters Score -1.376226e+08 nChanged 33131
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21479 members 
Mstep: Class 3 contains 15662 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 106891 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 92689 members 
Mstep: Class 9 contains 66898 members 
Mstep: Class 10 contains 105040 members 
Mstep: Class 11 contains 203770 members 
Mstep: Class 12 contains 27827 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 16330 members 
Mstep: Class 17 contains 31700 members 
Mstep: Class 18 contains 58935 members 
Mstep: Class 19 contains 28061 members 
Mstep: Class 20 contains 650 members 
Mstep: Class 21 contains 126555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137618816.000000 Penalty: 61281.042969
Iteration 23Q: 19 clusters Score -1.376188e+08 nChanged 30333
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 15358 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 107160 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 94103 members 
Mstep: Class 9 contains 67247 members 
Mstep: Class 10 contains 105858 members 
Mstep: Class 11 contains 200882 members 
Mstep: Class 12 contains 27776 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 17 contains 33010 members 
Mstep: Class 18 contains 59261 members 
Mstep: Class 19 contains 27919 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 125414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620912.000000 Penalty: 61281.042969
Iteration 24Q: 19 clusters Score -1.376209e+08 nChanged 23025
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21365 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 4 contains 5872 members 
Mstep: Class 5 contains 108131 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 95926 members 
Mstep: Class 9 contains 67605 members 
Mstep: Class 10 contains 108130 members 
Mstep: Class 11 contains 197507 members 
Mstep: Class 12 contains 27901 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 17 contains 34122 members 
Mstep: Class 18 contains 59446 members 
Mstep: Class 19 contains 27906 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 122113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137624624.000000 Penalty: 61281.042969
Iteration 25Q: 19 clusters Score -1.376246e+08 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 21357 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 108674 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 97443 members 
Mstep: Class 9 contains 67698 members 
Mstep: Class 10 contains 110415 members 
Mstep: Class 11 contains 194235 members 
Mstep: Class 12 contains 28146 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 16286 members 
Mstep: Class 17 contains 35155 members 
Mstep: Class 18 contains 59468 members 
Mstep: Class 19 contains 27975 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 119627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137628928.000000 Penalty: 61281.042969
Iteration 26Q: 19 clusters Score -1.376289e+08 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21324 members 
Mstep: Class 3 contains 14787 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 108865 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 98715 members 
Mstep: Class 9 contains 67619 members 
Mstep: Class 10 contains 112613 members 
Mstep: Class 11 contains 191119 members 
Mstep: Class 12 contains 28398 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 16289 members 
Mstep: Class 17 contains 36148 members 
Mstep: Class 18 contains 59427 members 
Mstep: Class 19 contains 28071 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 117883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137633392.000000 Penalty: 61281.042969
Iteration 27Q: 19 clusters Score -1.376334e+08 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21282 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 6045 members 
Mstep: Class 5 contains 108722 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 99910 members 
Mstep: Class 9 contains 67465 members 
Mstep: Class 10 contains 114276 members 
Mstep: Class 11 contains 188317 members 
Mstep: Class 12 contains 28601 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 16246 members 
Mstep: Class 17 contains 37116 members 
Mstep: Class 18 contains 59374 members 
Mstep: Class 19 contains 28264 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137636688.000000 Penalty: 61281.042969
Iteration 28Q: 19 clusters Score -1.376367e+08 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 21235 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 6117 members 
Mstep: Class 5 contains 108480 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 100987 members 
Mstep: Class 9 contains 67286 members 
Mstep: Class 10 contains 115578 members 
Mstep: Class 11 contains 185788 members 
Mstep: Class 12 contains 28816 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 16221 members 
Mstep: Class 17 contains 38002 members 
Mstep: Class 18 contains 59299 members 
Mstep: Class 19 contains 28489 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137639456.000000 Penalty: 61281.042969
Iteration 29Q: 19 clusters Score -1.376395e+08 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 21183 members 
Mstep: Class 3 contains 14378 members 
Mstep: Class 4 contains 6201 members 
Mstep: Class 5 contains 108283 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 101745 members 
Mstep: Class 9 contains 67126 members 
Mstep: Class 10 contains 116658 members 
Mstep: Class 11 contains 183486 members 
Mstep: Class 12 contains 29030 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 16191 members 
Mstep: Class 17 contains 38786 members 
Mstep: Class 18 contains 59227 members 
Mstep: Class 19 contains 28732 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137641440.000000 Penalty: 61281.042969
Iteration 30Q: 19 clusters Score -1.376414e+08 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 21104 members 
Mstep: Class 3 contains 14240 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 108254 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 102371 members 
Mstep: Class 9 contains 66951 members 
Mstep: Class 10 contains 117589 members 
Mstep: Class 11 contains 181150 members 
Mstep: Class 12 contains 29214 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 16185 members 
Mstep: Class 17 contains 39542 members 
Mstep: Class 18 contains 59168 members 
Mstep: Class 19 contains 29007 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137642288.000000 Penalty: 61281.042969
Iteration 31Q: 19 clusters Score -1.376423e+08 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 108307 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 102922 members 
Mstep: Class 9 contains 66796 members 
Mstep: Class 10 contains 118346 members 
Mstep: Class 11 contains 178898 members 
Mstep: Class 12 contains 29394 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 17 contains 40265 members 
Mstep: Class 18 contains 59135 members 
Mstep: Class 19 contains 29338 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137643216.000000 Penalty: 61281.042969
Iteration 32Q: 19 clusters Score -1.376432e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20861 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 108288 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 103434 members 
Mstep: Class 9 contains 66657 members 
Mstep: Class 10 contains 119348 members 
Mstep: Class 11 contains 176271 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 16173 members 
Mstep: Class 17 contains 41080 members 
Mstep: Class 18 contains 59118 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137644032.000000 Penalty: 61281.042969
Iteration 33Q: 19 clusters Score -1.37644e+08 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 13904 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 108197 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 103970 members 
Mstep: Class 9 contains 66523 members 
Mstep: Class 10 contains 120391 members 
Mstep: Class 11 contains 173418 members 
Mstep: Class 12 contains 29615 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 16159 members 
Mstep: Class 17 contains 41905 members 
Mstep: Class 18 contains 59117 members 
Mstep: Class 19 contains 30049 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137643312.000000 Penalty: 61281.042969
Iteration 34Q: 19 clusters Score -1.376433e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 20634 members 
Mstep: Class 3 contains 13774 members 
Mstep: Class 4 contains 6707 members 
Mstep: Class 5 contains 108128 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 104576 members 
Mstep: Class 9 contains 66410 members 
Mstep: Class 10 contains 121223 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 29680 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 16168 members 
Mstep: Class 17 contains 42762 members 
Mstep: Class 18 contains 59134 members 
Mstep: Class 19 contains 30432 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 115932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137642800.000000 Penalty: 61281.042969
Iteration 35Q: 19 clusters Score -1.376428e+08 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 20533 members 
Mstep: Class 3 contains 13663 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 107982 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 105194 members 
Mstep: Class 9 contains 66307 members 
Mstep: Class 10 contains 121842 members 
Mstep: Class 11 contains 167898 members 
Mstep: Class 12 contains 29729 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 16178 members 
Mstep: Class 17 contains 43609 members 
Mstep: Class 18 contains 59122 members 
Mstep: Class 19 contains 30854 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137641872.000000 Penalty: 61281.042969
Iteration 36Q: 19 clusters Score -1.376419e+08 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20411 members 
Mstep: Class 3 contains 13557 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 107869 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 105748 members 
Mstep: Class 9 contains 66244 members 
Mstep: Class 10 contains 122351 members 
Mstep: Class 11 contains 165158 members 
Mstep: Class 12 contains 29869 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 16176 members 
Mstep: Class 17 contains 44495 members 
Mstep: Class 18 contains 59118 members 
Mstep: Class 19 contains 31289 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137641568.000000 Penalty: 61281.042969
Iteration 37Q: 19 clusters Score -1.376416e+08 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 20272 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 107671 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 106408 members 
Mstep: Class 9 contains 66196 members 
Mstep: Class 10 contains 123000 members 
Mstep: Class 11 contains 162406 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 16183 members 
Mstep: Class 17 contains 45510 members 
Mstep: Class 18 contains 59116 members 
Mstep: Class 19 contains 31738 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137642400.000000 Penalty: 61281.042969
Iteration 38Q: 19 clusters Score -1.376424e+08 nChanged 8992
Entering ConstructFrom: 
Score: -137642400.000000 Penalty: 61281.042969
Entering ConstructFrom: 
Trying to split cluster 1 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -675077.375000 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -675077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -670776.125000 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -670776.1 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -671808.500000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -671808.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -671981.437500 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -671981.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -672095.375000 Penalty: 4190.130371
	Iteration 3Q: 3 clusters Score -672095.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -672172.187500 Penalty: 4190.130371
	Iteration 4Q: 3 clusters Score -672172.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -672233.687500 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -672233.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -672285.562500 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -672285.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -672320.875000 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -672320.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -672348.562500 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -672348.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -672372.187500 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -672372.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -672390.250000 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -672390.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -672405.500000 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -672405.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -672421.000000 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -672421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -672434.875000 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -672434.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -672454.562500 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -672454.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -672470.187500 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -672470.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -672488.187500 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -672488.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -672506.937500 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -672506.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -672526.000000 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -672526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -672543.437500 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -672543.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -672552.750000 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -672552.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -672567.000000 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -672567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -672588.125000 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -672588.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -672605.937500 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -672605.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -672625.250000 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -672625.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -672639.000000 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -672639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -672655.812500 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -672655.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -672665.812500 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -672665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -672673.312500 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -672673.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -672683.375000 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -672683.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -672691.125000 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -672691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -672699.625000 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -672699.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -672702.875000 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -672702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -672707.062500 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -672707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -672710.125000 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -672710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -672714.687500 Penalty: 4190.130371
	Iteration 35Q: 3 clusters Score -672714.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -672722.312500 Penalty: 4190.130371
	Iteration 36Q: 3 clusters Score -672722.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -672734.250000 Penalty: 4190.130371
	Iteration 37Q: 3 clusters Score -672734.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -672744.812500 Penalty: 4190.130371
	Iteration 38Q: 3 clusters Score -672744.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -672751.687500 Penalty: 4190.130371
	Iteration 39Q: 3 clusters Score -672751.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -672758.312500 Penalty: 4190.130371
	Iteration 40F: 3 clusters Score -672758.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -672769.312500 Penalty: 4190.130371
	Iteration 41Q: 3 clusters Score -672769.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -672774.937500 Penalty: 4190.130371
	Iteration 42Q: 3 clusters Score -672774.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -672785.625000 Penalty: 4190.130371
	Iteration 43Q: 3 clusters Score -672785.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -672797.000000 Penalty: 4190.130371
	Iteration 44Q: 3 clusters Score -672797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -672809.375000 Penalty: 4190.130371
	Iteration 45Q: 3 clusters Score -672809.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -672820.250000 Penalty: 4190.130371
	Iteration 46Q: 3 clusters Score -672820.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -672833.125000 Penalty: 4190.130371
	Iteration 47Q: 3 clusters Score -672833.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -672847.500000 Penalty: 4190.130371
	Iteration 48Q: 3 clusters Score -672847.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -672858.687500 Penalty: 4190.130371
	Iteration 49Q: 3 clusters Score -672858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -672872.312500 Penalty: 4190.130371
	Iteration 50Q: 3 clusters Score -672872.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -672886.750000 Penalty: 4190.130371
	Iteration 51Q: 3 clusters Score -672886.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -672901.437500 Penalty: 4190.130371
	Iteration 52Q: 3 clusters Score -672901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -672913.875000 Penalty: 4190.130371
	Iteration 53Q: 3 clusters Score -672913.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -672926.187500 Penalty: 4190.130371
	Iteration 54Q: 3 clusters Score -672926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -672938.562500 Penalty: 4190.130371
	Iteration 55Q: 3 clusters Score -672938.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -672949.937500 Penalty: 4190.130371
	Iteration 56Q: 3 clusters Score -672949.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -672967.875000 Penalty: 4190.130371
	Iteration 57Q: 3 clusters Score -672967.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -672987.437500 Penalty: 4190.130371
	Iteration 58Q: 3 clusters Score -672987.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -673008.500000 Penalty: 4190.130371
	Iteration 59Q: 3 clusters Score -673008.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -673022.687500 Penalty: 4190.130371
	Iteration 60F: 3 clusters Score -673022.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -673039.562500 Penalty: 4190.130371
	Iteration 61Q: 3 clusters Score -673039.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -673058.312500 Penalty: 4190.130371
	Iteration 62Q: 3 clusters Score -673058.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -673074.000000 Penalty: 4190.130371
	Iteration 63Q: 3 clusters Score -673074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -673086.875000 Penalty: 4190.130371
	Iteration 64Q: 3 clusters Score -673086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -673096.812500 Penalty: 4190.130371
	Iteration 65Q: 3 clusters Score -673096.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -673113.000000 Penalty: 4190.130371
	Iteration 66Q: 3 clusters Score -673113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -673138.187500 Penalty: 4190.130371
	Iteration 67Q: 3 clusters Score -673138.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -673155.500000 Penalty: 4190.130371
	Iteration 68Q: 3 clusters Score -673155.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -673172.000000 Penalty: 4190.130371
	Iteration 69Q: 3 clusters Score -673172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -673182.562500 Penalty: 4190.130371
	Iteration 70Q: 3 clusters Score -673182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -673189.937500 Penalty: 4190.130371
	Iteration 71Q: 3 clusters Score -673189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -673192.125000 Penalty: 4190.130371
	Iteration 72Q: 3 clusters Score -673192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -673197.312500 Penalty: 4190.130371
	Iteration 73Q: 3 clusters Score -673197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -673201.000000 Penalty: 4190.130371
	Iteration 74Q: 3 clusters Score -673201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -673201.812500 Penalty: 4190.130371
	Iteration 75Q: 3 clusters Score -673201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -673205.687500 Penalty: 4190.130371
	Iteration 76Q: 3 clusters Score -673205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -673207.312500 Penalty: 4190.130371
	Iteration 77Q: 3 clusters Score -673207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -673210.250000 Penalty: 4190.130371
	Iteration 78Q: 3 clusters Score -673210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -673213.187500 Penalty: 4190.130371
	Iteration 79Q: 3 clusters Score -673213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -673213.375000 Penalty: 4190.130371
	Iteration 80F: 3 clusters Score -673213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -673214.812500 Penalty: 4190.130371
	Iteration 81Q: 3 clusters Score -673214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -673216.125000 Penalty: 4190.130371
	Iteration 82Q: 3 clusters Score -673216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -673216.187500 Penalty: 4190.130371
	Iteration 83Q: 3 clusters Score -673216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -673216.187500 Penalty: 4190.130371
	Iteration 84F: 3 clusters Score -673216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Entering Unmasked Estep 
Score: -2974462.000000 Penalty: 2457.856445
	Iteration 0F: 2 clusters Score -2974462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2960433.500000 Penalty: 4915.712891
	Iteration 0F: 3 clusters Score -2960434 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2965364.250000 Penalty: 4915.712891
	Iteration 1F: 3 clusters Score -2965364 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2966123.250000 Penalty: 4915.712891
	Iteration 2F: 3 clusters Score -2966123 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2966940.000000 Penalty: 4915.712891
	Iteration 3F: 3 clusters Score -2966940 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2967908.000000 Penalty: 4915.712891
	Iteration 4F: 3 clusters Score -2967908 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2968926.750000 Penalty: 4915.712891
	Iteration 5F: 3 clusters Score -2968927 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2969766.750000 Penalty: 4915.712891
	Iteration 6F: 3 clusters Score -2969767 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2970402.500000 Penalty: 4915.712891
	Iteration 7F: 3 clusters Score -2970402 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2970897.500000 Penalty: 4915.712891
	Iteration 8Q: 3 clusters Score -2970898 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2971309.000000 Penalty: 4915.712891
	Iteration 9Q: 3 clusters Score -2971309 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2971693.500000 Penalty: 4915.712891
	Iteration 10Q: 3 clusters Score -2971694 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2972142.250000 Penalty: 4915.712891
	Iteration 11Q: 3 clusters Score -2972142 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2972539.750000 Penalty: 4915.712891
	Iteration 12Q: 3 clusters Score -2972540 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2972924.250000 Penalty: 4915.712891
	Iteration 13Q: 3 clusters Score -2972924 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2973295.500000 Penalty: 4915.712891
	Iteration 14Q: 3 clusters Score -2973296 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2973566.000000 Penalty: 4915.712891
	Iteration 15Q: 3 clusters Score -2973566 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2973740.750000 Penalty: 4915.712891
	Iteration 16Q: 3 clusters Score -2973741 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2973850.500000 Penalty: 4915.712891
	Iteration 17Q: 3 clusters Score -2973850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2973921.750000 Penalty: 4915.712891
	Iteration 18Q: 3 clusters Score -2973922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2973951.500000 Penalty: 4915.712891
	Iteration 19Q: 3 clusters Score -2973952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2973968.250000 Penalty: 4915.712891
	Iteration 20F: 3 clusters Score -2973968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2973979.750000 Penalty: 4915.712891
	Iteration 21Q: 3 clusters Score -2973980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2973992.000000 Penalty: 4915.712891
	Iteration 22Q: 3 clusters Score -2973992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2973993.750000 Penalty: 4915.712891
	Iteration 23Q: 3 clusters Score -2973994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2973997.500000 Penalty: 4915.712891
	Iteration 24Q: 3 clusters Score -2973998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2974001.750000 Penalty: 4915.712891
	Iteration 25Q: 3 clusters Score -2974002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2974008.750000 Penalty: 4915.712891
	Iteration 26Q: 3 clusters Score -2974009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2974008.500000 Penalty: 4915.712891
	Iteration 27Q: 3 clusters Score -2974008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2974008.000000 Penalty: 4915.712891
	Iteration 28Q: 3 clusters Score -2974008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2974010.750000 Penalty: 4915.712891
	Iteration 29Q: 3 clusters Score -2974011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2974015.500000 Penalty: 4915.712891
	Iteration 30Q: 3 clusters Score -2974016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2974015.500000 Penalty: 4915.712891
	Iteration 31F: 3 clusters Score -2974016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Entering Unmasked Estep 
Score: -1802712.375000 Penalty: 2356.116455
	Iteration 0F: 2 clusters Score -1802712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1793063.250000 Penalty: 4712.232910
	Iteration 0F: 3 clusters Score -1793063 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1796326.375000 Penalty: 4712.232910
	Iteration 1F: 3 clusters Score -1796326 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1797303.250000 Penalty: 4712.232910
	Iteration 2F: 3 clusters Score -1797303 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1798542.500000 Penalty: 4712.232910
	Iteration 3F: 3 clusters Score -1798542 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1799612.375000 Penalty: 4712.232910
	Iteration 4F: 3 clusters Score -1799612 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1800377.125000 Penalty: 4712.232910
	Iteration 5F: 3 clusters Score -1800377 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1800836.250000 Penalty: 4712.232910
	Iteration 6F: 3 clusters Score -1800836 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1801114.625000 Penalty: 4712.232910
	Iteration 7Q: 3 clusters Score -1801115 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1801282.125000 Penalty: 4712.232910
	Iteration 8Q: 3 clusters Score -1801282 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1801403.875000 Penalty: 4712.232910
	Iteration 9Q: 3 clusters Score -1801404 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1801529.125000 Penalty: 4712.232910
	Iteration 10Q: 3 clusters Score -1801529 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1801777.625000 Penalty: 4712.232910
	Iteration 11Q: 3 clusters Score -1801778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1802186.625000 Penalty: 4712.232910
	Iteration 12Q: 3 clusters Score -1802187 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1802666.875000 Penalty: 4712.232910
	Iteration 13Q: 3 clusters Score -1802667 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1803059.625000 Penalty: 4712.232910
	Iteration 14Q: 3 clusters Score -1803060 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1803361.750000 Penalty: 4712.232910
	Iteration 15Q: 3 clusters Score -1803362 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1803672.875000 Penalty: 4712.232910
	Iteration 16Q: 3 clusters Score -1803673 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1804105.375000 Penalty: 4712.232910
	Iteration 17Q: 3 clusters Score -1804105 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1804876.250000 Penalty: 4712.232910
	Iteration 18Q: 3 clusters Score -1804876 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1805890.500000 Penalty: 4712.232910
	Iteration 19Q: 3 clusters Score -1805890 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1807710.500000 Penalty: 4712.232910
	Iteration 20F: 3 clusters Score -1807710 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1808809.000000 Penalty: 4712.232910
	Iteration 21Q: 3 clusters Score -1808809 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1809053.875000 Penalty: 4712.232910
	Iteration 22Q: 3 clusters Score -1809054 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1809127.750000 Penalty: 4712.232910
	Iteration 23Q: 3 clusters Score -1809128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1809168.625000 Penalty: 4712.232910
	Iteration 24Q: 3 clusters Score -1809169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1809188.875000 Penalty: 4712.232910
	Iteration 25Q: 3 clusters Score -1809189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1809194.875000 Penalty: 4712.232910
	Iteration 26Q: 3 clusters Score -1809195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1809198.000000 Penalty: 4712.232910
	Iteration 27Q: 3 clusters Score -1809198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1809198.375000 Penalty: 4712.232910
	Iteration 28Q: 3 clusters Score -1809198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1809196.875000 Penalty: 4712.232910
	Iteration 29Q: 3 clusters Score -1809197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1809194.625000 Penalty: 4712.232910
	Iteration 30Q: 3 clusters Score -1809195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1809198.000000 Penalty: 4712.232910
	Iteration 31Q: 3 clusters Score -1809198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1809198.000000 Penalty: 4712.232910
	Iteration 32F: 3 clusters Score -1809198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 66179 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 17 contains 46586 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116923 members 
Entering Unmasked Estep 
Score: -137648048.000000 Penalty: 64685.542969
Splitting cluster 3 changes total score from -137642400.000000 to -137648048.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -1093385.875000 Penalty: 2200.237793
	Iteration 0F: 2 clusters Score -1093386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1087557.500000 Penalty: 4400.475586
	Iteration 0F: 3 clusters Score -1087558 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1089013.500000 Penalty: 4400.475586
	Iteration 1F: 3 clusters Score -1089014 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1089263.750000 Penalty: 4400.475586
	Iteration 2F: 3 clusters Score -1089264 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1089421.625000 Penalty: 4400.475586
	Iteration 3F: 3 clusters Score -1089422 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1089512.750000 Penalty: 4400.475586
	Iteration 4Q: 3 clusters Score -1089513 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1089592.500000 Penalty: 4400.475586
	Iteration 5Q: 3 clusters Score -1089592 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1089655.125000 Penalty: 4400.475586
	Iteration 6Q: 3 clusters Score -1089655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1089701.500000 Penalty: 4400.475586
	Iteration 7Q: 3 clusters Score -1089702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1089740.125000 Penalty: 4400.475586
	Iteration 8Q: 3 clusters Score -1089740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1089771.875000 Penalty: 4400.475586
	Iteration 9Q: 3 clusters Score -1089772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1089810.875000 Penalty: 4400.475586
	Iteration 10Q: 3 clusters Score -1089811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1089836.000000 Penalty: 4400.475586
	Iteration 11Q: 3 clusters Score -1089836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1089857.250000 Penalty: 4400.475586
	Iteration 12Q: 3 clusters Score -1089857 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1089875.625000 Penalty: 4400.475586
	Iteration 13Q: 3 clusters Score -1089876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1089899.375000 Penalty: 4400.475586
	Iteration 14Q: 3 clusters Score -1089899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1089925.375000 Penalty: 4400.475586
	Iteration 15Q: 3 clusters Score -1089925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1089949.125000 Penalty: 4400.475586
	Iteration 16Q: 3 clusters Score -1089949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1089971.750000 Penalty: 4400.475586
	Iteration 17Q: 3 clusters Score -1089972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1089994.875000 Penalty: 4400.475586
	Iteration 18Q: 3 clusters Score -1089995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1090014.500000 Penalty: 4400.475586
	Iteration 19Q: 3 clusters Score -1090014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1090034.875000 Penalty: 4400.475586
	Iteration 20F: 3 clusters Score -1090035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1090046.125000 Penalty: 4400.475586
	Iteration 21Q: 3 clusters Score -1090046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1090063.125000 Penalty: 4400.475586
	Iteration 22Q: 3 clusters Score -1090063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1090081.875000 Penalty: 4400.475586
	Iteration 23Q: 3 clusters Score -1090082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1090106.500000 Penalty: 4400.475586
	Iteration 24Q: 3 clusters Score -1090106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1090131.750000 Penalty: 4400.475586
	Iteration 25Q: 3 clusters Score -1090132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1090161.375000 Penalty: 4400.475586
	Iteration 26Q: 3 clusters Score -1090161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1090188.250000 Penalty: 4400.475586
	Iteration 27Q: 3 clusters Score -1090188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1090207.625000 Penalty: 4400.475586
	Iteration 28Q: 3 clusters Score -1090208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1090230.875000 Penalty: 4400.475586
	Iteration 29Q: 3 clusters Score -1090231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1090251.250000 Penalty: 4400.475586
	Iteration 30Q: 3 clusters Score -1090251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1090270.625000 Penalty: 4400.475586
	Iteration 31Q: 3 clusters Score -1090271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1090288.750000 Penalty: 4400.475586
	Iteration 32Q: 3 clusters Score -1090289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1090309.125000 Penalty: 4400.475586
	Iteration 33Q: 3 clusters Score -1090309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1090333.625000 Penalty: 4400.475586
	Iteration 34Q: 3 clusters Score -1090334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1090363.375000 Penalty: 4400.475586
	Iteration 35Q: 3 clusters Score -1090363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1090400.000000 Penalty: 4400.475586
	Iteration 36Q: 3 clusters Score -1090400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1090444.750000 Penalty: 4400.475586
	Iteration 37Q: 3 clusters Score -1090445 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1090487.500000 Penalty: 4400.475586
	Iteration 38Q: 3 clusters Score -1090488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1090541.375000 Penalty: 4400.475586
	Iteration 39Q: 3 clusters Score -1090541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1090595.750000 Penalty: 4400.475586
	Iteration 40F: 3 clusters Score -1090596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1090664.500000 Penalty: 4400.475586
	Iteration 41Q: 3 clusters Score -1090664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1090727.500000 Penalty: 4400.475586
	Iteration 42Q: 3 clusters Score -1090728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1090792.875000 Penalty: 4400.475586
	Iteration 43Q: 3 clusters Score -1090793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1090845.625000 Penalty: 4400.475586
	Iteration 44Q: 3 clusters Score -1090846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1090894.250000 Penalty: 4400.475586
	Iteration 45Q: 3 clusters Score -1090894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1090952.625000 Penalty: 4400.475586
	Iteration 46Q: 3 clusters Score -1090953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1091003.750000 Penalty: 4400.475586
	Iteration 47Q: 3 clusters Score -1091004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1091054.375000 Penalty: 4400.475586
	Iteration 48Q: 3 clusters Score -1091054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1091112.250000 Penalty: 4400.475586
	Iteration 49Q: 3 clusters Score -1091112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1091169.125000 Penalty: 4400.475586
	Iteration 50Q: 3 clusters Score -1091169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1091215.500000 Penalty: 4400.475586
	Iteration 51Q: 3 clusters Score -1091216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1091241.000000 Penalty: 4400.475586
	Iteration 52Q: 3 clusters Score -1091241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1091270.000000 Penalty: 4400.475586
	Iteration 53Q: 3 clusters Score -1091270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1091287.875000 Penalty: 4400.475586
	Iteration 54Q: 3 clusters Score -1091288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1091307.625000 Penalty: 4400.475586
	Iteration 55Q: 3 clusters Score -1091308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1091323.750000 Penalty: 4400.475586
	Iteration 56Q: 3 clusters Score -1091324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1091343.625000 Penalty: 4400.475586
	Iteration 57Q: 3 clusters Score -1091344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1091360.125000 Penalty: 4400.475586
	Iteration 58Q: 3 clusters Score -1091360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1091377.375000 Penalty: 4400.475586
	Iteration 59Q: 3 clusters Score -1091377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1091392.750000 Penalty: 4400.475586
	Iteration 60F: 3 clusters Score -1091393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1091402.500000 Penalty: 4400.475586
	Iteration 61Q: 3 clusters Score -1091402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1091412.750000 Penalty: 4400.475586
	Iteration 62Q: 3 clusters Score -1091413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1091417.750000 Penalty: 4400.475586
	Iteration 63Q: 3 clusters Score -1091418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1091424.375000 Penalty: 4400.475586
	Iteration 64Q: 3 clusters Score -1091424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1091428.625000 Penalty: 4400.475586
	Iteration 65Q: 3 clusters Score -1091429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1091431.125000 Penalty: 4400.475586
	Iteration 66Q: 3 clusters Score -1091431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1091435.125000 Penalty: 4400.475586
	Iteration 67Q: 3 clusters Score -1091435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1091437.500000 Penalty: 4400.475586
	Iteration 68Q: 3 clusters Score -1091438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1091439.000000 Penalty: 4400.475586
	Iteration 69Q: 3 clusters Score -1091439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1091444.500000 Penalty: 4400.475586
	Iteration 70Q: 3 clusters Score -1091444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1091451.625000 Penalty: 4400.475586
	Iteration 71Q: 3 clusters Score -1091452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1091452.625000 Penalty: 4400.475586
	Iteration 72Q: 3 clusters Score -1091453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1091452.625000 Penalty: 4400.475586
	Iteration 73F: 3 clusters Score -1091453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Entering Unmasked Estep 
Score: -16505328.000000 Penalty: 2873.138672
	Iteration 0F: 2 clusters Score -1.650533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -16441580.000000 Penalty: 5746.277344
	Iteration 0F: 3 clusters Score -1.644158e+07 nChanged 51088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -16471405.000000 Penalty: 5746.277344
	Iteration 1F: 3 clusters Score -1.64714e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -16472917.000000 Penalty: 5746.277344
	Iteration 2Q: 3 clusters Score -1.647292e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -16475078.000000 Penalty: 5746.277344
	Iteration 3Q: 3 clusters Score -1.647508e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -16478111.000000 Penalty: 5746.277344
	Iteration 4F: 3 clusters Score -1.647811e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -16482615.000000 Penalty: 5746.277344
	Iteration 5F: 3 clusters Score -1.648262e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -16488469.000000 Penalty: 5746.277344
	Iteration 6F: 3 clusters Score -1.648847e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -16494531.000000 Penalty: 5746.277344
	Iteration 7F: 3 clusters Score -1.649453e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -16498962.000000 Penalty: 5746.277344
	Iteration 8F: 3 clusters Score -1.649896e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -16501377.000000 Penalty: 5746.277344
	Iteration 9Q: 3 clusters Score -1.650138e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -16502741.000000 Penalty: 5746.277344
	Iteration 10Q: 3 clusters Score -1.650274e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -16503719.000000 Penalty: 5746.277344
	Iteration 11Q: 3 clusters Score -1.650372e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -16504516.000000 Penalty: 5746.277344
	Iteration 12Q: 3 clusters Score -1.650452e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -16505084.000000 Penalty: 5746.277344
	Iteration 13Q: 3 clusters Score -1.650508e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -16505328.000000 Penalty: 5746.277344
	Iteration 14Q: 3 clusters Score -1.650533e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -16505473.000000 Penalty: 5746.277344
	Iteration 15Q: 3 clusters Score -1.650547e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -16505487.000000 Penalty: 5746.277344
	Iteration 16Q: 3 clusters Score -1.650549e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -16505563.000000 Penalty: 5746.277344
	Iteration 17Q: 3 clusters Score -1.650556e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -16505559.000000 Penalty: 5746.277344
	Iteration 18Q: 3 clusters Score -1.650556e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -16505514.000000 Penalty: 5746.277344
	Iteration 19Q: 3 clusters Score -1.650551e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -16505519.000000 Penalty: 5746.277344
	Iteration 20F: 3 clusters Score -1.650552e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -16505545.000000 Penalty: 5746.277344
	Iteration 21Q: 3 clusters Score -1.650554e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -16505469.000000 Penalty: 5746.277344
	Iteration 22Q: 3 clusters Score -1.650547e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -16505344.000000 Penalty: 5746.277344
	Iteration 23Q: 3 clusters Score -1.650534e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -16505284.000000 Penalty: 5746.277344
	Iteration 24Q: 3 clusters Score -1.650528e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -16505252.000000 Penalty: 5746.277344
	Iteration 25Q: 3 clusters Score -1.650525e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -16505171.000000 Penalty: 5746.277344
	Iteration 26Q: 3 clusters Score -1.650517e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -16505073.000000 Penalty: 5746.277344
	Iteration 27Q: 3 clusters Score -1.650507e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -16505030.000000 Penalty: 5746.277344
	Iteration 28Q: 3 clusters Score -1.650503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -16504990.000000 Penalty: 5746.277344
	Iteration 29Q: 3 clusters Score -1.650499e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -16505018.000000 Penalty: 5746.277344
	Iteration 30Q: 3 clusters Score -1.650502e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16505012.000000 Penalty: 5746.277344
	Iteration 31Q: 3 clusters Score -1.650501e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -16505005.000000 Penalty: 5746.277344
	Iteration 32Q: 3 clusters Score -1.6505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -16504975.000000 Penalty: 5746.277344
	Iteration 33Q: 3 clusters Score -1.650498e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -16504966.000000 Penalty: 5746.277344
	Iteration 34Q: 3 clusters Score -1.650497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104682 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -16504940.000000 Penalty: 5746.277344
	Iteration 35Q: 3 clusters Score -1.650494e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16504917.000000 Penalty: 5746.277344
	Iteration 36Q: 3 clusters Score -1.650492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -16504922.000000 Penalty: 5746.277344
	Iteration 37Q: 3 clusters Score -1.650492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -16504893.000000 Penalty: 5746.277344
	Iteration 38Q: 3 clusters Score -1.650489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16504879.000000 Penalty: 5746.277344
	Iteration 39Q: 3 clusters Score -1.650488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -16504881.000000 Penalty: 5746.277344
	Iteration 40F: 3 clusters Score -1.650488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -16504864.000000 Penalty: 5746.277344
	Iteration 41Q: 3 clusters Score -1.650486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -16504879.000000 Penalty: 5746.277344
	Iteration 42Q: 3 clusters Score -1.650488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104880 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -16504882.000000 Penalty: 5746.277344
	Iteration 43Q: 3 clusters Score -1.650488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -16504853.000000 Penalty: 5746.277344
	Iteration 44Q: 3 clusters Score -1.650485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -16504853.000000 Penalty: 5746.277344
	Iteration 45Q: 3 clusters Score -1.650485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16504855.000000 Penalty: 5746.277344
	Iteration 46Q: 3 clusters Score -1.650486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -16504846.000000 Penalty: 5746.277344
	Iteration 47Q: 3 clusters Score -1.650485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16504845.000000 Penalty: 5746.277344
	Iteration 48Q: 3 clusters Score -1.650484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16504856.000000 Penalty: 5746.277344
	Iteration 49Q: 3 clusters Score -1.650486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -16504847.000000 Penalty: 5746.277344
	Iteration 50Q: 3 clusters Score -1.650485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104918 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -16504858.000000 Penalty: 5746.277344
	Iteration 51Q: 3 clusters Score -1.650486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -16504859.000000 Penalty: 5746.277344
	Iteration 52Q: 3 clusters Score -1.650486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -16504864.000000 Penalty: 5746.277344
	Iteration 53Q: 3 clusters Score -1.650486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16504863.000000 Penalty: 5746.277344
	Iteration 54Q: 3 clusters Score -1.650486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16504863.000000 Penalty: 5746.277344
	Iteration 55F: 3 clusters Score -1.650486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -282206.781250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -282206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279861.500000 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -279861.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -282127.000000 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -282127 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -283179.437500 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -283179.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -283787.062500 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -283787.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -284028.656250 Penalty: 3816.644531
	Iteration 4F: 3 clusters Score -284028.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284230.531250 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -284230.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284727.500000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -284727.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -285128.218750 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -285128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -285245.656250 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -285245.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285349.875000 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -285349.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -285456.687500 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -285456.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -285510.406250 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -285510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -285548.937500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -285548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -285564.093750 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -285564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -285566.687500 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -285566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -285569.781250 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -285569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -285570.781250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -285570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -285572.531250 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -285572.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -285578.968750 Penalty: 3816.644531
	Iteration 18F: 3 clusters Score -285579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -285582.562500 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -285582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -285582.562500 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -285582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 66179 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 17 contains 46586 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116923 members 
Entering Unmasked Estep 
Score: -137649920.000000 Penalty: 68090.046875
Splitting cluster 6 changes total score from -137642400.000000 to -137649920.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (107189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Entering Unmasked Estep 
Score: -16578711.000000 Penalty: 2872.422607
	Iteration 0F: 2 clusters Score -1.657871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -16511813.000000 Penalty: 5744.845215
	Iteration 0F: 3 clusters Score -1.651181e+07 nChanged 50814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -16541205.000000 Penalty: 5744.845215
	Iteration 1F: 3 clusters Score -1.65412e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -16542812.000000 Penalty: 5744.845215
	Iteration 2Q: 3 clusters Score -1.654281e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -16544864.000000 Penalty: 5744.845215
	Iteration 3Q: 3 clusters Score -1.654486e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -16548098.000000 Penalty: 5744.845215
	Iteration 4F: 3 clusters Score -1.65481e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -16552551.000000 Penalty: 5744.845215
	Iteration 5F: 3 clusters Score -1.655255e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -16557794.000000 Penalty: 5744.845215
	Iteration 6F: 3 clusters Score -1.655779e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -16562974.000000 Penalty: 5744.845215
	Iteration 7F: 3 clusters Score -1.656297e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -16567145.000000 Penalty: 5744.845215
	Iteration 8F: 3 clusters Score -1.656714e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -16570224.000000 Penalty: 5744.845215
	Iteration 9Q: 3 clusters Score -1.657022e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -16572508.000000 Penalty: 5744.845215
	Iteration 10Q: 3 clusters Score -1.657251e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -16573894.000000 Penalty: 5744.845215
	Iteration 11Q: 3 clusters Score -1.657389e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -16574758.000000 Penalty: 5744.845215
	Iteration 12Q: 3 clusters Score -1.657476e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -16575305.000000 Penalty: 5744.845215
	Iteration 13Q: 3 clusters Score -1.65753e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -16575716.000000 Penalty: 5744.845215
	Iteration 14Q: 3 clusters Score -1.657572e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -16575971.000000 Penalty: 5744.845215
	Iteration 15Q: 3 clusters Score -1.657597e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -16576209.000000 Penalty: 5744.845215
	Iteration 16Q: 3 clusters Score -1.657621e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -16576365.000000 Penalty: 5744.845215
	Iteration 17Q: 3 clusters Score -1.657636e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -16576474.000000 Penalty: 5744.845215
	Iteration 18Q: 3 clusters Score -1.657647e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -16576595.000000 Penalty: 5744.845215
	Iteration 19Q: 3 clusters Score -1.65766e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -16576667.000000 Penalty: 5744.845215
	Iteration 20F: 3 clusters Score -1.657667e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -16576712.000000 Penalty: 5744.845215
	Iteration 21Q: 3 clusters Score -1.657671e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -16576708.000000 Penalty: 5744.845215
	Iteration 22Q: 3 clusters Score -1.657671e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -16576680.000000 Penalty: 5744.845215
	Iteration 23Q: 3 clusters Score -1.657668e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -16576678.000000 Penalty: 5744.845215
	Iteration 24Q: 3 clusters Score -1.657668e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -16576729.000000 Penalty: 5744.845215
	Iteration 25Q: 3 clusters Score -1.657673e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -16576777.000000 Penalty: 5744.845215
	Iteration 26Q: 3 clusters Score -1.657678e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -16576814.000000 Penalty: 5744.845215
	Iteration 27Q: 3 clusters Score -1.657681e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -16576840.000000 Penalty: 5744.845215
	Iteration 28Q: 3 clusters Score -1.657684e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -16576846.000000 Penalty: 5744.845215
	Iteration 29Q: 3 clusters Score -1.657685e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -16576856.000000 Penalty: 5744.845215
	Iteration 30Q: 3 clusters Score -1.657686e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -16576864.000000 Penalty: 5744.845215
	Iteration 31Q: 3 clusters Score -1.657686e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 103584 members 
Entering Unmasked Estep 
Score: -16576889.000000 Penalty: 5744.845215
	Iteration 32Q: 3 clusters Score -1.657689e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -16576898.000000 Penalty: 5744.845215
	Iteration 33Q: 3 clusters Score -1.65769e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -16576893.000000 Penalty: 5744.845215
	Iteration 34Q: 3 clusters Score -1.657689e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -16576894.000000 Penalty: 5744.845215
	Iteration 35Q: 3 clusters Score -1.657689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -16576880.000000 Penalty: 5744.845215
	Iteration 36Q: 3 clusters Score -1.657688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -16576867.000000 Penalty: 5744.845215
	Iteration 37Q: 3 clusters Score -1.657687e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -16576850.000000 Penalty: 5744.845215
	Iteration 38Q: 3 clusters Score -1.657685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 104274 members 
Entering Unmasked Estep 
Score: -16576860.000000 Penalty: 5744.845215
	Iteration 39Q: 3 clusters Score -1.657686e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 104334 members 
Entering Unmasked Estep 
Score: -16576840.000000 Penalty: 5744.845215
	Iteration 40F: 3 clusters Score -1.657684e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -16576851.000000 Penalty: 5744.845215
	Iteration 41Q: 3 clusters Score -1.657685e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -16576834.000000 Penalty: 5744.845215
	Iteration 42Q: 3 clusters Score -1.657683e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -16576859.000000 Penalty: 5744.845215
	Iteration 43Q: 3 clusters Score -1.657686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -16576862.000000 Penalty: 5744.845215
	Iteration 44Q: 3 clusters Score -1.657686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -16576842.000000 Penalty: 5744.845215
	Iteration 45Q: 3 clusters Score -1.657684e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -16576851.000000 Penalty: 5744.845215
	Iteration 46Q: 3 clusters Score -1.657685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -16576846.000000 Penalty: 5744.845215
	Iteration 47Q: 3 clusters Score -1.657685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -16576845.000000 Penalty: 5744.845215
	Iteration 48Q: 3 clusters Score -1.657684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -16576814.000000 Penalty: 5744.845215
	Iteration 49Q: 3 clusters Score -1.657681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -16576809.000000 Penalty: 5744.845215
	Iteration 50Q: 3 clusters Score -1.657681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -16576809.000000 Penalty: 5744.845215
	Iteration 51Q: 3 clusters Score -1.657681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -16576798.000000 Penalty: 5744.845215
	Iteration 52Q: 3 clusters Score -1.65768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -16576809.000000 Penalty: 5744.845215
	Iteration 53Q: 3 clusters Score -1.657681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -16576819.000000 Penalty: 5744.845215
	Iteration 54Q: 3 clusters Score -1.657682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -16576817.000000 Penalty: 5744.845215
	Iteration 55Q: 3 clusters Score -1.657682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -16576804.000000 Penalty: 5744.845215
	Iteration 56Q: 3 clusters Score -1.65768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -16576816.000000 Penalty: 5744.845215
	Iteration 57Q: 3 clusters Score -1.657682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -16576820.000000 Penalty: 5744.845215
	Iteration 58Q: 3 clusters Score -1.657682e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -16576832.000000 Penalty: 5744.845215
	Iteration 59Q: 3 clusters Score -1.657683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -16576812.000000 Penalty: 5744.845215
	Iteration 60F: 3 clusters Score -1.657681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -16576814.000000 Penalty: 5744.845215
	Iteration 61Q: 3 clusters Score -1.657681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -16576843.000000 Penalty: 5744.845215
	Iteration 62Q: 3 clusters Score -1.657684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -16576834.000000 Penalty: 5744.845215
	Iteration 63Q: 3 clusters Score -1.657683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -16576840.000000 Penalty: 5744.845215
	Iteration 64Q: 3 clusters Score -1.657684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -16576821.000000 Penalty: 5744.845215
	Iteration 65Q: 3 clusters Score -1.657682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -16576830.000000 Penalty: 5744.845215
	Iteration 66Q: 3 clusters Score -1.657683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -16576826.000000 Penalty: 5744.845215
	Iteration 67Q: 3 clusters Score -1.657683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -16576837.000000 Penalty: 5744.845215
	Iteration 68Q: 3 clusters Score -1.657684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -16576844.000000 Penalty: 5744.845215
	Iteration 69Q: 3 clusters Score -1.657684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -16576832.000000 Penalty: 5744.845215
	Iteration 70Q: 3 clusters Score -1.657683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -16576833.000000 Penalty: 5744.845215
	Iteration 71Q: 3 clusters Score -1.657683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -16576849.000000 Penalty: 5744.845215
	Iteration 72Q: 3 clusters Score -1.657685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -16576847.000000 Penalty: 5744.845215
	Iteration 73Q: 3 clusters Score -1.657685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -16576838.000000 Penalty: 5744.845215
	Iteration 74Q: 3 clusters Score -1.657684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -16576846.000000 Penalty: 5744.845215
	Iteration 75Q: 3 clusters Score -1.657685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -16576836.000000 Penalty: 5744.845215
	Iteration 76Q: 3 clusters Score -1.657684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -16576840.000000 Penalty: 5744.845215
	Iteration 77Q: 3 clusters Score -1.657684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -16576840.000000 Penalty: 5744.845215
	Iteration 78Q: 3 clusters Score -1.657684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -16576844.000000 Penalty: 5744.845215
	Iteration 79Q: 3 clusters Score -1.657684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -16576836.000000 Penalty: 5744.845215
	Iteration 80F: 3 clusters Score -1.657684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -16576844.000000 Penalty: 5744.845215
	Iteration 81Q: 3 clusters Score -1.657684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -16576838.000000 Penalty: 5744.845215
	Iteration 82Q: 3 clusters Score -1.657684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -16576844.000000 Penalty: 5744.845215
	Iteration 83Q: 3 clusters Score -1.657684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -16576844.000000 Penalty: 5744.845215
	Iteration 84F: 3 clusters Score -1.657684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Entering Unmasked Estep 
Score: -9973633.000000 Penalty: 2752.829346
	Iteration 0F: 2 clusters Score -9973633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -9929221.000000 Penalty: 5505.658691
	Iteration 0F: 3 clusters Score -9929221 nChanged 31030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -9947646.000000 Penalty: 5505.658691
	Iteration 1F: 3 clusters Score -9947646 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -9949681.000000 Penalty: 5505.658691
	Iteration 2F: 3 clusters Score -9949681 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -9952498.000000 Penalty: 5505.658691
	Iteration 3F: 3 clusters Score -9952498 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -9955766.000000 Penalty: 5505.658691
	Iteration 4F: 3 clusters Score -9955766 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -9958772.000000 Penalty: 5505.658691
	Iteration 5F: 3 clusters Score -9958772 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -9960979.000000 Penalty: 5505.658691
	Iteration 6F: 3 clusters Score -9960979 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -9962667.000000 Penalty: 5505.658691
	Iteration 7Q: 3 clusters Score -9962667 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9964341.000000 Penalty: 5505.658691
	Iteration 8Q: 3 clusters Score -9964341 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -9965934.000000 Penalty: 5505.658691
	Iteration 9Q: 3 clusters Score -9965934 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -9967455.000000 Penalty: 5505.658691
	Iteration 10Q: 3 clusters Score -9967455 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -9968530.000000 Penalty: 5505.658691
	Iteration 11Q: 3 clusters Score -9968530 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -9969239.000000 Penalty: 5505.658691
	Iteration 12Q: 3 clusters Score -9969239 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -9969814.000000 Penalty: 5505.658691
	Iteration 13Q: 3 clusters Score -9969814 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -9970345.000000 Penalty: 5505.658691
	Iteration 14Q: 3 clusters Score -9970345 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -9970774.000000 Penalty: 5505.658691
	Iteration 15Q: 3 clusters Score -9970774 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -9971139.000000 Penalty: 5505.658691
	Iteration 16Q: 3 clusters Score -9971139 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -9971462.000000 Penalty: 5505.658691
	Iteration 17Q: 3 clusters Score -9971462 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -9971678.000000 Penalty: 5505.658691
	Iteration 18Q: 3 clusters Score -9971678 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -9971819.000000 Penalty: 5505.658691
	Iteration 19Q: 3 clusters Score -9971819 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -9971977.000000 Penalty: 5505.658691
	Iteration 20F: 3 clusters Score -9971977 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -9972062.000000 Penalty: 5505.658691
	Iteration 21Q: 3 clusters Score -9972062 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -9972146.000000 Penalty: 5505.658691
	Iteration 22Q: 3 clusters Score -9972146 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -9972217.000000 Penalty: 5505.658691
	Iteration 23Q: 3 clusters Score -9972217 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -9972248.000000 Penalty: 5505.658691
	Iteration 24Q: 3 clusters Score -9972248 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -9972289.000000 Penalty: 5505.658691
	Iteration 25Q: 3 clusters Score -9972289 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -9972328.000000 Penalty: 5505.658691
	Iteration 26Q: 3 clusters Score -9972328 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -9972414.000000 Penalty: 5505.658691
	Iteration 27Q: 3 clusters Score -9972414 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -9972453.000000 Penalty: 5505.658691
	Iteration 28Q: 3 clusters Score -9972453 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -9972482.000000 Penalty: 5505.658691
	Iteration 29Q: 3 clusters Score -9972482 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -9972568.000000 Penalty: 5505.658691
	Iteration 30Q: 3 clusters Score -9972568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -9972677.000000 Penalty: 5505.658691
	Iteration 31Q: 3 clusters Score -9972677 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -9972827.000000 Penalty: 5505.658691
	Iteration 32Q: 3 clusters Score -9972827 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -9973051.000000 Penalty: 5505.658691
	Iteration 33Q: 3 clusters Score -9973051 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -9973288.000000 Penalty: 5505.658691
	Iteration 34Q: 3 clusters Score -9973288 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -9973525.000000 Penalty: 5505.658691
	Iteration 35Q: 3 clusters Score -9973525 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -9973844.000000 Penalty: 5505.658691
	Iteration 36Q: 3 clusters Score -9973844 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -9973982.000000 Penalty: 5505.658691
	Iteration 37Q: 3 clusters Score -9973982 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -9974168.000000 Penalty: 5505.658691
	Iteration 38Q: 3 clusters Score -9974168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -9974294.000000 Penalty: 5505.658691
	Iteration 39Q: 3 clusters Score -9974294 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -9974400.000000 Penalty: 5505.658691
	Iteration 40F: 3 clusters Score -9974400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -9974461.000000 Penalty: 5505.658691
	Iteration 41Q: 3 clusters Score -9974461 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -9974508.000000 Penalty: 5505.658691
	Iteration 42Q: 3 clusters Score -9974508 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -9974533.000000 Penalty: 5505.658691
	Iteration 43Q: 3 clusters Score -9974533 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -9974580.000000 Penalty: 5505.658691
	Iteration 44Q: 3 clusters Score -9974580 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -9974597.000000 Penalty: 5505.658691
	Iteration 45Q: 3 clusters Score -9974597 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -9974599.000000 Penalty: 5505.658691
	Iteration 46Q: 3 clusters Score -9974599 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -9974616.000000 Penalty: 5505.658691
	Iteration 47Q: 3 clusters Score -9974616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -9974634.000000 Penalty: 5505.658691
	Iteration 48Q: 3 clusters Score -9974634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -9974617.000000 Penalty: 5505.658691
	Iteration 49Q: 3 clusters Score -9974617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -9974615.000000 Penalty: 5505.658691
	Iteration 50Q: 3 clusters Score -9974615 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -9974613.000000 Penalty: 5505.658691
	Iteration 51Q: 3 clusters Score -9974613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -9974622.000000 Penalty: 5505.658691
	Iteration 52Q: 3 clusters Score -9974622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -9974634.000000 Penalty: 5505.658691
	Iteration 53Q: 3 clusters Score -9974634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -9974635.000000 Penalty: 5505.658691
	Iteration 54Q: 3 clusters Score -9974635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -9974637.000000 Penalty: 5505.658691
	Iteration 55Q: 3 clusters Score -9974637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -9974633.000000 Penalty: 5505.658691
	Iteration 56Q: 3 clusters Score -9974633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -9974625.000000 Penalty: 5505.658691
	Iteration 57Q: 3 clusters Score -9974625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -9974640.000000 Penalty: 5505.658691
	Iteration 58Q: 3 clusters Score -9974640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -9974645.000000 Penalty: 5505.658691
	Iteration 59Q: 3 clusters Score -9974645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -9974641.000000 Penalty: 5505.658691
	Iteration 60F: 3 clusters Score -9974641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -9974643.000000 Penalty: 5505.658691
	Iteration 61Q: 3 clusters Score -9974643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -9974640.000000 Penalty: 5505.658691
	Iteration 62Q: 3 clusters Score -9974640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -9974638.000000 Penalty: 5505.658691
	Iteration 63Q: 3 clusters Score -9974638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -9974643.000000 Penalty: 5505.658691
	Iteration 64Q: 3 clusters Score -9974643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -9974643.000000 Penalty: 5505.658691
	Iteration 65F: 3 clusters Score -9974643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 46586 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116923 members 
Entering Unmasked Estep 
Score: -137649968.000000 Penalty: 71494.546875
Splitting cluster 9 changes total score from -137642400.000000 to -137649968.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (123802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Entering Unmasked Estep 
Score: -19102210.000000 Penalty: 2908.156738
	Iteration 0F: 2 clusters Score -1.910221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -19027948.000000 Penalty: 5816.313477
	Iteration 0F: 3 clusters Score -1.902795e+07 nChanged 58969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -19061950.000000 Penalty: 5816.313477
	Iteration 1F: 3 clusters Score -1.906195e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -19062632.000000 Penalty: 5816.313477
	Iteration 2Q: 3 clusters Score -1.906263e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -19063562.000000 Penalty: 5816.313477
	Iteration 3Q: 3 clusters Score -1.906356e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -19064742.000000 Penalty: 5816.313477
	Iteration 4Q: 3 clusters Score -1.906474e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -19066144.000000 Penalty: 5816.313477
	Iteration 5Q: 3 clusters Score -1.906614e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -19067924.000000 Penalty: 5816.313477
	Iteration 6Q: 3 clusters Score -1.906792e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -19070804.000000 Penalty: 5816.313477
	Iteration 7Q: 3 clusters Score -1.90708e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 5816.313477
	Iteration 8F: 3 clusters Score -1.907517e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -19080924.000000 Penalty: 5816.313477
	Iteration 9F: 3 clusters Score -1.908092e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -19087298.000000 Penalty: 5816.313477
	Iteration 10F: 3 clusters Score -1.90873e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -19092112.000000 Penalty: 5816.313477
	Iteration 11F: 3 clusters Score -1.909211e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -19094656.000000 Penalty: 5816.313477
	Iteration 12Q: 3 clusters Score -1.909466e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -19096090.000000 Penalty: 5816.313477
	Iteration 13Q: 3 clusters Score -1.909609e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -19097280.000000 Penalty: 5816.313477
	Iteration 14Q: 3 clusters Score -1.909728e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -19098480.000000 Penalty: 5816.313477
	Iteration 15Q: 3 clusters Score -1.909848e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -19099644.000000 Penalty: 5816.313477
	Iteration 16Q: 3 clusters Score -1.909964e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -19100750.000000 Penalty: 5816.313477
	Iteration 17Q: 3 clusters Score -1.910075e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -19101890.000000 Penalty: 5816.313477
	Iteration 18Q: 3 clusters Score -1.910189e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -19102622.000000 Penalty: 5816.313477
	Iteration 19Q: 3 clusters Score -1.910262e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -19102896.000000 Penalty: 5816.313477
	Iteration 20F: 3 clusters Score -1.91029e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -19102830.000000 Penalty: 5816.313477
	Iteration 21Q: 3 clusters Score -1.910283e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -19102556.000000 Penalty: 5816.313477
	Iteration 22Q: 3 clusters Score -1.910256e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -19102250.000000 Penalty: 5816.313477
	Iteration 23Q: 3 clusters Score -1.910225e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -19101988.000000 Penalty: 5816.313477
	Iteration 24Q: 3 clusters Score -1.910199e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -19101686.000000 Penalty: 5816.313477
	Iteration 25Q: 3 clusters Score -1.910169e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -19101374.000000 Penalty: 5816.313477
	Iteration 26Q: 3 clusters Score -1.910137e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120929 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -19101078.000000 Penalty: 5816.313477
	Iteration 27Q: 3 clusters Score -1.910108e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19100952.000000 Penalty: 5816.313477
	Iteration 28Q: 3 clusters Score -1.910095e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19100852.000000 Penalty: 5816.313477
	Iteration 29Q: 3 clusters Score -1.910085e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19100744.000000 Penalty: 5816.313477
	Iteration 30Q: 3 clusters Score -1.910074e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19100680.000000 Penalty: 5816.313477
	Iteration 31Q: 3 clusters Score -1.910068e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19100610.000000 Penalty: 5816.313477
	Iteration 32Q: 3 clusters Score -1.910061e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19100560.000000 Penalty: 5816.313477
	Iteration 33Q: 3 clusters Score -1.910056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19100536.000000 Penalty: 5816.313477
	Iteration 34Q: 3 clusters Score -1.910054e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19100534.000000 Penalty: 5816.313477
	Iteration 35Q: 3 clusters Score -1.910053e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19100530.000000 Penalty: 5816.313477
	Iteration 36Q: 3 clusters Score -1.910053e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19100496.000000 Penalty: 5816.313477
	Iteration 37Q: 3 clusters Score -1.91005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19100490.000000 Penalty: 5816.313477
	Iteration 38Q: 3 clusters Score -1.910049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19100490.000000 Penalty: 5816.313477
	Iteration 39Q: 3 clusters Score -1.910049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19100502.000000 Penalty: 5816.313477
	Iteration 40F: 3 clusters Score -1.91005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19100480.000000 Penalty: 5816.313477
	Iteration 41Q: 3 clusters Score -1.910048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19100474.000000 Penalty: 5816.313477
	Iteration 42Q: 3 clusters Score -1.910047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19100468.000000 Penalty: 5816.313477
	Iteration 43Q: 3 clusters Score -1.910047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122987 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19100472.000000 Penalty: 5816.313477
	Iteration 44Q: 3 clusters Score -1.910047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19100468.000000 Penalty: 5816.313477
	Iteration 45Q: 3 clusters Score -1.910047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122998 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19100450.000000 Penalty: 5816.313477
	Iteration 46Q: 3 clusters Score -1.910045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19100460.000000 Penalty: 5816.313477
	Iteration 47Q: 3 clusters Score -1.910046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122997 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19100454.000000 Penalty: 5816.313477
	Iteration 48Q: 3 clusters Score -1.910045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122998 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19100452.000000 Penalty: 5816.313477
	Iteration 49Q: 3 clusters Score -1.910045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19100454.000000 Penalty: 5816.313477
	Iteration 50Q: 3 clusters Score -1.910045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19100450.000000 Penalty: 5816.313477
	Iteration 51Q: 3 clusters Score -1.910045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19100450.000000 Penalty: 5816.313477
	Iteration 52F: 3 clusters Score -1.910045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Entering Unmasked Estep 
Score: -24516240.000000 Penalty: 2970.885986
	Iteration 0F: 2 clusters Score -2.451624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -24437732.000000 Penalty: 5941.771973
	Iteration 0F: 3 clusters Score -2.443773e+07 nChanged 76122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -24482414.000000 Penalty: 5941.771973
	Iteration 1F: 3 clusters Score -2.448241e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -24484320.000000 Penalty: 5941.771973
	Iteration 2Q: 3 clusters Score -2.448432e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -24487396.000000 Penalty: 5941.771973
	Iteration 3Q: 3 clusters Score -2.44874e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -24492326.000000 Penalty: 5941.771973
	Iteration 4F: 3 clusters Score -2.449233e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -24499812.000000 Penalty: 5941.771973
	Iteration 5F: 3 clusters Score -2.449981e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -24509012.000000 Penalty: 5941.771973
	Iteration 6F: 3 clusters Score -2.450901e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -24517260.000000 Penalty: 5941.771973
	Iteration 7F: 3 clusters Score -2.451726e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -24522458.000000 Penalty: 5941.771973
	Iteration 8F: 3 clusters Score -2.452246e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -24524894.000000 Penalty: 5941.771973
	Iteration 9Q: 3 clusters Score -2.452489e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -24525952.000000 Penalty: 5941.771973
	Iteration 10Q: 3 clusters Score -2.452595e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -24526934.000000 Penalty: 5941.771973
	Iteration 11Q: 3 clusters Score -2.452693e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 109230 members 
Entering Unmasked Estep 
Score: -24527470.000000 Penalty: 5941.771973
	Iteration 12Q: 3 clusters Score -2.452747e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -24527774.000000 Penalty: 5941.771973
	Iteration 13Q: 3 clusters Score -2.452777e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -24527906.000000 Penalty: 5941.771973
	Iteration 14Q: 3 clusters Score -2.452791e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -24527892.000000 Penalty: 5941.771973
	Iteration 15Q: 3 clusters Score -2.452789e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -24527736.000000 Penalty: 5941.771973
	Iteration 16Q: 3 clusters Score -2.452774e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 121573 members 
Entering Unmasked Estep 
Score: -24527458.000000 Penalty: 5941.771973
	Iteration 17Q: 3 clusters Score -2.452746e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 123743 members 
Entering Unmasked Estep 
Score: -24526814.000000 Penalty: 5941.771973
	Iteration 18Q: 3 clusters Score -2.452681e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -24526220.000000 Penalty: 5941.771973
	Iteration 19Q: 3 clusters Score -2.452622e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -24525478.000000 Penalty: 5941.771973
	Iteration 20F: 3 clusters Score -2.452548e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 129354 members 
Entering Unmasked Estep 
Score: -24524754.000000 Penalty: 5941.771973
	Iteration 21Q: 3 clusters Score -2.452475e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -24523738.000000 Penalty: 5941.771973
	Iteration 22Q: 3 clusters Score -2.452374e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -24523090.000000 Penalty: 5941.771973
	Iteration 23Q: 3 clusters Score -2.452309e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -24522498.000000 Penalty: 5941.771973
	Iteration 24Q: 3 clusters Score -2.45225e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -24521908.000000 Penalty: 5941.771973
	Iteration 25Q: 3 clusters Score -2.452191e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -24521380.000000 Penalty: 5941.771973
	Iteration 26Q: 3 clusters Score -2.452138e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 136250 members 
Entering Unmasked Estep 
Score: -24520872.000000 Penalty: 5941.771973
	Iteration 27Q: 3 clusters Score -2.452087e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 137063 members 
Entering Unmasked Estep 
Score: -24520534.000000 Penalty: 5941.771973
	Iteration 28Q: 3 clusters Score -2.452053e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 137794 members 
Entering Unmasked Estep 
Score: -24520134.000000 Penalty: 5941.771973
	Iteration 29Q: 3 clusters Score -2.452013e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -24519790.000000 Penalty: 5941.771973
	Iteration 30Q: 3 clusters Score -2.451979e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -24519444.000000 Penalty: 5941.771973
	Iteration 31Q: 3 clusters Score -2.451944e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 139704 members 
Entering Unmasked Estep 
Score: -24519044.000000 Penalty: 5941.771973
	Iteration 32Q: 3 clusters Score -2.451904e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 140307 members 
Entering Unmasked Estep 
Score: -24518752.000000 Penalty: 5941.771973
	Iteration 33Q: 3 clusters Score -2.451875e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -24518418.000000 Penalty: 5941.771973
	Iteration 34Q: 3 clusters Score -2.451842e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -24518096.000000 Penalty: 5941.771973
	Iteration 35Q: 3 clusters Score -2.45181e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -24517878.000000 Penalty: 5941.771973
	Iteration 36Q: 3 clusters Score -2.451788e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 142436 members 
Entering Unmasked Estep 
Score: -24517686.000000 Penalty: 5941.771973
	Iteration 37Q: 3 clusters Score -2.451769e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -24517470.000000 Penalty: 5941.771973
	Iteration 38Q: 3 clusters Score -2.451747e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 143386 members 
Entering Unmasked Estep 
Score: -24517260.000000 Penalty: 5941.771973
	Iteration 39Q: 3 clusters Score -2.451726e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 143863 members 
Entering Unmasked Estep 
Score: -24517176.000000 Penalty: 5941.771973
	Iteration 40F: 3 clusters Score -2.451718e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -24517068.000000 Penalty: 5941.771973
	Iteration 41Q: 3 clusters Score -2.451707e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -24517034.000000 Penalty: 5941.771973
	Iteration 42Q: 3 clusters Score -2.451703e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -24516898.000000 Penalty: 5941.771973
	Iteration 43Q: 3 clusters Score -2.45169e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 145600 members 
Entering Unmasked Estep 
Score: -24516834.000000 Penalty: 5941.771973
	Iteration 44Q: 3 clusters Score -2.451683e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 146040 members 
Entering Unmasked Estep 
Score: -24516762.000000 Penalty: 5941.771973
	Iteration 45Q: 3 clusters Score -2.451676e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 146448 members 
Entering Unmasked Estep 
Score: -24516646.000000 Penalty: 5941.771973
	Iteration 46Q: 3 clusters Score -2.451665e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 146902 members 
Entering Unmasked Estep 
Score: -24516608.000000 Penalty: 5941.771973
	Iteration 47Q: 3 clusters Score -2.451661e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -24516494.000000 Penalty: 5941.771973
	Iteration 48Q: 3 clusters Score -2.451649e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -24516366.000000 Penalty: 5941.771973
	Iteration 49Q: 3 clusters Score -2.451637e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -24516428.000000 Penalty: 5941.771973
	Iteration 50Q: 3 clusters Score -2.451643e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 148545 members 
Entering Unmasked Estep 
Score: -24516466.000000 Penalty: 5941.771973
	Iteration 51Q: 3 clusters Score -2.451647e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 148973 members 
Entering Unmasked Estep 
Score: -24516450.000000 Penalty: 5941.771973
	Iteration 52Q: 3 clusters Score -2.451645e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 149353 members 
Entering Unmasked Estep 
Score: -24516414.000000 Penalty: 5941.771973
	Iteration 53Q: 3 clusters Score -2.451641e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -24516348.000000 Penalty: 5941.771973
	Iteration 54Q: 3 clusters Score -2.451635e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -24516356.000000 Penalty: 5941.771973
	Iteration 55Q: 3 clusters Score -2.451636e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -24516300.000000 Penalty: 5941.771973
	Iteration 56Q: 3 clusters Score -2.45163e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -24516306.000000 Penalty: 5941.771973
	Iteration 57Q: 3 clusters Score -2.451631e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -24516218.000000 Penalty: 5941.771973
	Iteration 58Q: 3 clusters Score -2.451622e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -24516140.000000 Penalty: 5941.771973
	Iteration 59Q: 3 clusters Score -2.451614e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -24516134.000000 Penalty: 5941.771973
	Iteration 60F: 3 clusters Score -2.451613e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -24516136.000000 Penalty: 5941.771973
	Iteration 61Q: 3 clusters Score -2.451614e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 152190 members 
Entering Unmasked Estep 
Score: -24516064.000000 Penalty: 5941.771973
	Iteration 62Q: 3 clusters Score -2.451606e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -24516010.000000 Penalty: 5941.771973
	Iteration 63Q: 3 clusters Score -2.451601e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 152658 members 
Entering Unmasked Estep 
Score: -24515932.000000 Penalty: 5941.771973
	Iteration 64Q: 3 clusters Score -2.451593e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -24515890.000000 Penalty: 5941.771973
	Iteration 65Q: 3 clusters Score -2.451589e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -24515932.000000 Penalty: 5941.771973
	Iteration 66Q: 3 clusters Score -2.451593e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -24515840.000000 Penalty: 5941.771973
	Iteration 67Q: 3 clusters Score -2.451584e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -24515814.000000 Penalty: 5941.771973
	Iteration 68Q: 3 clusters Score -2.451581e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -24515820.000000 Penalty: 5941.771973
	Iteration 69Q: 3 clusters Score -2.451582e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -24515834.000000 Penalty: 5941.771973
	Iteration 70Q: 3 clusters Score -2.451583e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -24515866.000000 Penalty: 5941.771973
	Iteration 71Q: 3 clusters Score -2.451587e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -24515826.000000 Penalty: 5941.771973
	Iteration 72Q: 3 clusters Score -2.451583e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -24515772.000000 Penalty: 5941.771973
	Iteration 73Q: 3 clusters Score -2.451577e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -24515746.000000 Penalty: 5941.771973
	Iteration 74Q: 3 clusters Score -2.451575e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -24515740.000000 Penalty: 5941.771973
	Iteration 75Q: 3 clusters Score -2.451574e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -24515766.000000 Penalty: 5941.771973
	Iteration 76Q: 3 clusters Score -2.451577e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 154695 members 
Entering Unmasked Estep 
Score: -24515804.000000 Penalty: 5941.771973
	Iteration 77Q: 3 clusters Score -2.45158e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -24515808.000000 Penalty: 5941.771973
	Iteration 78Q: 3 clusters Score -2.451581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -24515756.000000 Penalty: 5941.771973
	Iteration 79Q: 3 clusters Score -2.451576e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -24515706.000000 Penalty: 5941.771973
	Iteration 80F: 3 clusters Score -2.451571e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -24515700.000000 Penalty: 5941.771973
	Iteration 81Q: 3 clusters Score -2.45157e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -24515666.000000 Penalty: 5941.771973
	Iteration 82Q: 3 clusters Score -2.451567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -24515684.000000 Penalty: 5941.771973
	Iteration 83Q: 3 clusters Score -2.451568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -24515636.000000 Penalty: 5941.771973
	Iteration 84Q: 3 clusters Score -2.451564e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -24515608.000000 Penalty: 5941.771973
	Iteration 85Q: 3 clusters Score -2.451561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -24515570.000000 Penalty: 5941.771973
	Iteration 86Q: 3 clusters Score -2.451557e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -24515584.000000 Penalty: 5941.771973
	Iteration 87Q: 3 clusters Score -2.451558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 155366 members 
Entering Unmasked Estep 
Score: -24515578.000000 Penalty: 5941.771973
	Iteration 88Q: 3 clusters Score -2.451558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -24515506.000000 Penalty: 5941.771973
	Iteration 89Q: 3 clusters Score -2.451551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -24515548.000000 Penalty: 5941.771973
	Iteration 90Q: 3 clusters Score -2.451555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -24515572.000000 Penalty: 5941.771973
	Iteration 91Q: 3 clusters Score -2.451557e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -24515568.000000 Penalty: 5941.771973
	Iteration 92Q: 3 clusters Score -2.451557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -24515540.000000 Penalty: 5941.771973
	Iteration 93Q: 3 clusters Score -2.451554e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -24515518.000000 Penalty: 5941.771973
	Iteration 94Q: 3 clusters Score -2.451552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -24515516.000000 Penalty: 5941.771973
	Iteration 95Q: 3 clusters Score -2.451552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -24515476.000000 Penalty: 5941.771973
	Iteration 96Q: 3 clusters Score -2.451548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 155732 members 
Entering Unmasked Estep 
Score: -24515464.000000 Penalty: 5941.771973
	Iteration 97Q: 3 clusters Score -2.451546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -24515462.000000 Penalty: 5941.771973
	Iteration 98Q: 3 clusters Score -2.451546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -24515498.000000 Penalty: 5941.771973
	Iteration 99Q: 3 clusters Score -2.45155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -24515484.000000 Penalty: 5941.771973
	Iteration 100F: 3 clusters Score -2.451548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -24515456.000000 Penalty: 5941.771973
	Iteration 101Q: 3 clusters Score -2.451546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -24515452.000000 Penalty: 5941.771973
	Iteration 102Q: 3 clusters Score -2.451545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -24515438.000000 Penalty: 5941.771973
	Iteration 103Q: 3 clusters Score -2.451544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -24515430.000000 Penalty: 5941.771973
	Iteration 104Q: 3 clusters Score -2.451543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 155922 members 
Entering Unmasked Estep 
Score: -24515444.000000 Penalty: 5941.771973
	Iteration 105Q: 3 clusters Score -2.451544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 155940 members 
Entering Unmasked Estep 
Score: -24515438.000000 Penalty: 5941.771973
	Iteration 106Q: 3 clusters Score -2.451544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 155957 members 
Entering Unmasked Estep 
Score: -24515416.000000 Penalty: 5941.771973
	Iteration 107Q: 3 clusters Score -2.451542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -24515418.000000 Penalty: 5941.771973
	Iteration 108Q: 3 clusters Score -2.451542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -24515410.000000 Penalty: 5941.771973
	Iteration 109Q: 3 clusters Score -2.451541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -24515392.000000 Penalty: 5941.771973
	Iteration 110Q: 3 clusters Score -2.451539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -24515372.000000 Penalty: 5941.771973
	Iteration 111Q: 3 clusters Score -2.451537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 156025 members 
Entering Unmasked Estep 
Score: -24515402.000000 Penalty: 5941.771973
	Iteration 112Q: 3 clusters Score -2.45154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 156042 members 
Entering Unmasked Estep 
Score: -24515386.000000 Penalty: 5941.771973
	Iteration 113Q: 3 clusters Score -2.451539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -24515378.000000 Penalty: 5941.771973
	Iteration 114Q: 3 clusters Score -2.451538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -24515374.000000 Penalty: 5941.771973
	Iteration 115Q: 3 clusters Score -2.451537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 156083 members 
Entering Unmasked Estep 
Score: -24515368.000000 Penalty: 5941.771973
	Iteration 116Q: 3 clusters Score -2.451537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -24515354.000000 Penalty: 5941.771973
	Iteration 117Q: 3 clusters Score -2.451535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -24515346.000000 Penalty: 5941.771973
	Iteration 118Q: 3 clusters Score -2.451535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -24515342.000000 Penalty: 5941.771973
	Iteration 119Q: 3 clusters Score -2.451534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -24515348.000000 Penalty: 5941.771973
	Iteration 120F: 3 clusters Score -2.451535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 156106 members 
Entering Unmasked Estep 
Score: -24515330.000000 Penalty: 5941.771973
	Iteration 121Q: 3 clusters Score -2.451533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 156107 members 
Entering Unmasked Estep 
Score: -24515332.000000 Penalty: 5941.771973
	Iteration 122Q: 3 clusters Score -2.451533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 156111 members 
Entering Unmasked Estep 
Score: -24515340.000000 Penalty: 5941.771973
	Iteration 123Q: 3 clusters Score -2.451534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -24515350.000000 Penalty: 5941.771973
	Iteration 124Q: 3 clusters Score -2.451535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -24515336.000000 Penalty: 5941.771973
	Iteration 125Q: 3 clusters Score -2.451534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -24515322.000000 Penalty: 5941.771973
	Iteration 126Q: 3 clusters Score -2.451532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -24515332.000000 Penalty: 5941.771973
	Iteration 127Q: 3 clusters Score -2.451533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -24515314.000000 Penalty: 5941.771973
	Iteration 128Q: 3 clusters Score -2.451531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 156140 members 
Entering Unmasked Estep 
Score: -24515320.000000 Penalty: 5941.771973
	Iteration 129Q: 3 clusters Score -2.451532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -24515306.000000 Penalty: 5941.771973
	Iteration 130Q: 3 clusters Score -2.451531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -24515304.000000 Penalty: 5941.771973
	Iteration 131Q: 3 clusters Score -2.45153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -24515298.000000 Penalty: 5941.771973
	Iteration 132Q: 3 clusters Score -2.45153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -24515286.000000 Penalty: 5941.771973
	Iteration 133Q: 3 clusters Score -2.451529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -24515296.000000 Penalty: 5941.771973
	Iteration 134Q: 3 clusters Score -2.45153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -24515294.000000 Penalty: 5941.771973
	Iteration 135Q: 3 clusters Score -2.451529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -24515300.000000 Penalty: 5941.771973
	Iteration 136Q: 3 clusters Score -2.45153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 156181 members 
Entering Unmasked Estep 
Score: -24515298.000000 Penalty: 5941.771973
	Iteration 137Q: 3 clusters Score -2.45153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -24515308.000000 Penalty: 5941.771973
	Iteration 138Q: 3 clusters Score -2.451531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -24515292.000000 Penalty: 5941.771973
	Iteration 139Q: 3 clusters Score -2.451529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -24515270.000000 Penalty: 5941.771973
	Iteration 140F: 3 clusters Score -2.451527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -24515280.000000 Penalty: 5941.771973
	Iteration 141Q: 3 clusters Score -2.451528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -24515274.000000 Penalty: 5941.771973
	Iteration 142Q: 3 clusters Score -2.451527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 156199 members 
Entering Unmasked Estep 
Score: -24515274.000000 Penalty: 5941.771973
	Iteration 143Q: 3 clusters Score -2.451527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -24515270.000000 Penalty: 5941.771973
	Iteration 144Q: 3 clusters Score -2.451527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -24515278.000000 Penalty: 5941.771973
	Iteration 145Q: 3 clusters Score -2.451528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -24515272.000000 Penalty: 5941.771973
	Iteration 146Q: 3 clusters Score -2.451527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -24515274.000000 Penalty: 5941.771973
	Iteration 147Q: 3 clusters Score -2.451527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -24515276.000000 Penalty: 5941.771973
	Iteration 148Q: 3 clusters Score -2.451528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -24515298.000000 Penalty: 5941.771973
	Iteration 149Q: 3 clusters Score -2.45153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -24515278.000000 Penalty: 5941.771973
	Iteration 150Q: 3 clusters Score -2.451528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -24515276.000000 Penalty: 5941.771973
	Iteration 151Q: 3 clusters Score -2.451528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -24515274.000000 Penalty: 5941.771973
	Iteration 152Q: 3 clusters Score -2.451527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -24515272.000000 Penalty: 5941.771973
	Iteration 153Q: 3 clusters Score -2.451527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -24515280.000000 Penalty: 5941.771973
	Iteration 154Q: 3 clusters Score -2.451528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 156248 members 
Entering Unmasked Estep 
Score: -24515276.000000 Penalty: 5941.771973
	Iteration 155Q: 3 clusters Score -2.451528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -24515282.000000 Penalty: 5941.771973
	Iteration 156Q: 3 clusters Score -2.451528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -24515278.000000 Penalty: 5941.771973
	Iteration 157Q: 3 clusters Score -2.451528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -24515276.000000 Penalty: 5941.771973
	Iteration 158Q: 3 clusters Score -2.451528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -24515276.000000 Penalty: 5941.771973
	Iteration 159F: 3 clusters Score -2.451528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Entering Unmasked Estep 
Score: -4604453.000000 Penalty: 2556.686523
	Iteration 0F: 2 clusters Score -4604453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4583837.500000 Penalty: 5113.373047
	Iteration 0F: 3 clusters Score -4583838 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4591061.000000 Penalty: 5113.373047
	Iteration 1F: 3 clusters Score -4591061 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4591504.500000 Penalty: 5113.373047
	Iteration 2Q: 3 clusters Score -4591504 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4591944.000000 Penalty: 5113.373047
	Iteration 3Q: 3 clusters Score -4591944 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -4592333.000000 Penalty: 5113.373047
	Iteration 4Q: 3 clusters Score -4592333 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4592744.000000 Penalty: 5113.373047
	Iteration 5Q: 3 clusters Score -4592744 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4593198.000000 Penalty: 5113.373047
	Iteration 6Q: 3 clusters Score -4593198 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4593745.000000 Penalty: 5113.373047
	Iteration 7Q: 3 clusters Score -4593745 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4594405.000000 Penalty: 5113.373047
	Iteration 8Q: 3 clusters Score -4594405 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -4595316.000000 Penalty: 5113.373047
	Iteration 9Q: 3 clusters Score -4595316 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4596437.000000 Penalty: 5113.373047
	Iteration 10F: 3 clusters Score -4596437 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -4597750.000000 Penalty: 5113.373047
	Iteration 11F: 3 clusters Score -4597750 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4599042.500000 Penalty: 5113.373047
	Iteration 12Q: 3 clusters Score -4599042 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4600073.000000 Penalty: 5113.373047
	Iteration 13Q: 3 clusters Score -4600073 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4600757.500000 Penalty: 5113.373047
	Iteration 14Q: 3 clusters Score -4600758 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4601192.500000 Penalty: 5113.373047
	Iteration 15Q: 3 clusters Score -4601192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4601424.500000 Penalty: 5113.373047
	Iteration 16Q: 3 clusters Score -4601424 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4601574.500000 Penalty: 5113.373047
	Iteration 17Q: 3 clusters Score -4601574 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4601701.500000 Penalty: 5113.373047
	Iteration 18Q: 3 clusters Score -4601702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4601783.000000 Penalty: 5113.373047
	Iteration 19Q: 3 clusters Score -4601783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4601862.500000 Penalty: 5113.373047
	Iteration 20F: 3 clusters Score -4601862 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4601935.000000 Penalty: 5113.373047
	Iteration 21Q: 3 clusters Score -4601935 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4601980.000000 Penalty: 5113.373047
	Iteration 22Q: 3 clusters Score -4601980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4602028.500000 Penalty: 5113.373047
	Iteration 23Q: 3 clusters Score -4602028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4602059.500000 Penalty: 5113.373047
	Iteration 24Q: 3 clusters Score -4602060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4602088.000000 Penalty: 5113.373047
	Iteration 25Q: 3 clusters Score -4602088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4602104.500000 Penalty: 5113.373047
	Iteration 26Q: 3 clusters Score -4602104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4602122.500000 Penalty: 5113.373047
	Iteration 27Q: 3 clusters Score -4602122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4602136.000000 Penalty: 5113.373047
	Iteration 28Q: 3 clusters Score -4602136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4602162.000000 Penalty: 5113.373047
	Iteration 29Q: 3 clusters Score -4602162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4602185.000000 Penalty: 5113.373047
	Iteration 30Q: 3 clusters Score -4602185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4602210.000000 Penalty: 5113.373047
	Iteration 31Q: 3 clusters Score -4602210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4602216.500000 Penalty: 5113.373047
	Iteration 32Q: 3 clusters Score -4602216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4602218.000000 Penalty: 5113.373047
	Iteration 33Q: 3 clusters Score -4602218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4602229.000000 Penalty: 5113.373047
	Iteration 34Q: 3 clusters Score -4602229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4602249.000000 Penalty: 5113.373047
	Iteration 35Q: 3 clusters Score -4602249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4602249.500000 Penalty: 5113.373047
	Iteration 36Q: 3 clusters Score -4602250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4602251.500000 Penalty: 5113.373047
	Iteration 37Q: 3 clusters Score -4602252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4602251.500000 Penalty: 5113.373047
	Iteration 38Q: 3 clusters Score -4602252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4602263.000000 Penalty: 5113.373047
	Iteration 39Q: 3 clusters Score -4602263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4602264.500000 Penalty: 5113.373047
	Iteration 40F: 3 clusters Score -4602264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4602269.500000 Penalty: 5113.373047
	Iteration 41Q: 3 clusters Score -4602270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4602272.500000 Penalty: 5113.373047
	Iteration 42Q: 3 clusters Score -4602272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4602261.000000 Penalty: 5113.373047
	Iteration 43Q: 3 clusters Score -4602261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4602268.000000 Penalty: 5113.373047
	Iteration 44Q: 3 clusters Score -4602268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4602269.500000 Penalty: 5113.373047
	Iteration 45Q: 3 clusters Score -4602270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4602271.500000 Penalty: 5113.373047
	Iteration 46Q: 3 clusters Score -4602272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4602272.000000 Penalty: 5113.373047
	Iteration 47Q: 3 clusters Score -4602272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4602276.500000 Penalty: 5113.373047
	Iteration 48Q: 3 clusters Score -4602276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4602268.000000 Penalty: 5113.373047
	Iteration 49Q: 3 clusters Score -4602268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4602269.500000 Penalty: 5113.373047
	Iteration 50Q: 3 clusters Score -4602270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4602271.500000 Penalty: 5113.373047
	Iteration 51Q: 3 clusters Score -4602272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4602270.500000 Penalty: 5113.373047
	Iteration 52Q: 3 clusters Score -4602270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4602269.000000 Penalty: 5113.373047
	Iteration 53Q: 3 clusters Score -4602269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4602266.000000 Penalty: 5113.373047
	Iteration 54Q: 3 clusters Score -4602266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4602263.000000 Penalty: 5113.373047
	Iteration 55Q: 3 clusters Score -4602263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4602264.000000 Penalty: 5113.373047
	Iteration 56Q: 3 clusters Score -4602264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4602269.000000 Penalty: 5113.373047
	Iteration 57Q: 3 clusters Score -4602269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4602269.000000 Penalty: 5113.373047
	Iteration 58F: 3 clusters Score -4602269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -406981.781250 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -406981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -403919.750000 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -403919.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -404528.875000 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -404528.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -404679.156250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -404679.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -404767.000000 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -404767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -404829.593750 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -404829.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -404867.281250 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -404867.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -404902.781250 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -404902.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -404938.781250 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -404938.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -404966.656250 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -404966.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -404990.687500 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -404990.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405009.843750 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -405009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -405030.312500 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -405030.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -405053.750000 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -405053.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405072.343750 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -405072.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -405089.750000 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -405089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -405105.593750 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -405105.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -405117.968750 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -405118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405126.843750 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -405126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -405133.187500 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -405133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -405136.718750 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -405136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -405140.250000 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -405140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -405144.312500 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -405144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -405147.562500 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -405147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -405150.062500 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -405150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -405153.437500 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -405153.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405157.875000 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -405157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -405163.531250 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -405163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -405169.656250 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -405169.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -405173.625000 Penalty: 3916.136230
	Iteration 28Q: 3 clusters Score -405173.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -405179.500000 Penalty: 3916.136230
	Iteration 29Q: 3 clusters Score -405179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -405182.375000 Penalty: 3916.136230
	Iteration 30Q: 3 clusters Score -405182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -405184.343750 Penalty: 3916.136230
	Iteration 31Q: 3 clusters Score -405184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -405185.656250 Penalty: 3916.136230
	Iteration 32Q: 3 clusters Score -405185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -405185.875000 Penalty: 3916.136230
	Iteration 33Q: 3 clusters Score -405185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -405185.875000 Penalty: 3916.136230
	Iteration 34F: 3 clusters Score -405185.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Entering Unmasked Estep 
Score: -2340560.750000 Penalty: 2403.423096
	Iteration 0F: 2 clusters Score -2340561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2329047.750000 Penalty: 4806.846191
	Iteration 0F: 3 clusters Score -2329048 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2333123.500000 Penalty: 4806.846191
	Iteration 1F: 3 clusters Score -2333124 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2333989.750000 Penalty: 4806.846191
	Iteration 2F: 3 clusters Score -2333990 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2334927.000000 Penalty: 4806.846191
	Iteration 3F: 3 clusters Score -2334927 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2335825.000000 Penalty: 4806.846191
	Iteration 4F: 3 clusters Score -2335825 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2336473.000000 Penalty: 4806.846191
	Iteration 5F: 3 clusters Score -2336473 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2336962.000000 Penalty: 4806.846191
	Iteration 6Q: 3 clusters Score -2336962 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2337283.000000 Penalty: 4806.846191
	Iteration 7Q: 3 clusters Score -2337283 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2337492.250000 Penalty: 4806.846191
	Iteration 8Q: 3 clusters Score -2337492 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2337647.250000 Penalty: 4806.846191
	Iteration 9Q: 3 clusters Score -2337647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2337787.750000 Penalty: 4806.846191
	Iteration 10Q: 3 clusters Score -2337788 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2337882.250000 Penalty: 4806.846191
	Iteration 11Q: 3 clusters Score -2337882 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2337990.250000 Penalty: 4806.846191
	Iteration 12Q: 3 clusters Score -2337990 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2338083.250000 Penalty: 4806.846191
	Iteration 13Q: 3 clusters Score -2338083 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2338170.000000 Penalty: 4806.846191
	Iteration 14Q: 3 clusters Score -2338170 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2338259.500000 Penalty: 4806.846191
	Iteration 15Q: 3 clusters Score -2338260 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2338358.750000 Penalty: 4806.846191
	Iteration 16Q: 3 clusters Score -2338359 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2338464.500000 Penalty: 4806.846191
	Iteration 17Q: 3 clusters Score -2338464 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2338578.500000 Penalty: 4806.846191
	Iteration 18Q: 3 clusters Score -2338578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2338675.500000 Penalty: 4806.846191
	Iteration 19Q: 3 clusters Score -2338676 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2338769.250000 Penalty: 4806.846191
	Iteration 20F: 3 clusters Score -2338769 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2338851.500000 Penalty: 4806.846191
	Iteration 21Q: 3 clusters Score -2338852 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2338955.250000 Penalty: 4806.846191
	Iteration 22Q: 3 clusters Score -2338955 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2339055.500000 Penalty: 4806.846191
	Iteration 23Q: 3 clusters Score -2339056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2339194.500000 Penalty: 4806.846191
	Iteration 24Q: 3 clusters Score -2339194 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2339370.750000 Penalty: 4806.846191
	Iteration 25Q: 3 clusters Score -2339371 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2339569.250000 Penalty: 4806.846191
	Iteration 26Q: 3 clusters Score -2339569 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2339771.500000 Penalty: 4806.846191
	Iteration 27Q: 3 clusters Score -2339772 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2340040.750000 Penalty: 4806.846191
	Iteration 28Q: 3 clusters Score -2340041 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2340416.000000 Penalty: 4806.846191
	Iteration 29Q: 3 clusters Score -2340416 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2340841.250000 Penalty: 4806.846191
	Iteration 30Q: 3 clusters Score -2340841 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2341260.750000 Penalty: 4806.846191
	Iteration 31Q: 3 clusters Score -2341261 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2341567.000000 Penalty: 4806.846191
	Iteration 32Q: 3 clusters Score -2341567 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2341742.000000 Penalty: 4806.846191
	Iteration 33Q: 3 clusters Score -2341742 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2341845.000000 Penalty: 4806.846191
	Iteration 34Q: 3 clusters Score -2341845 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2341897.250000 Penalty: 4806.846191
	Iteration 35Q: 3 clusters Score -2341897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2341930.250000 Penalty: 4806.846191
	Iteration 36Q: 3 clusters Score -2341930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2341950.750000 Penalty: 4806.846191
	Iteration 37Q: 3 clusters Score -2341951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2341957.750000 Penalty: 4806.846191
	Iteration 38Q: 3 clusters Score -2341958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2341963.250000 Penalty: 4806.846191
	Iteration 39Q: 3 clusters Score -2341963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2341996.000000 Penalty: 4806.846191
	Iteration 40F: 3 clusters Score -2341996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2342016.750000 Penalty: 4806.846191
	Iteration 41Q: 3 clusters Score -2342017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2342018.250000 Penalty: 4806.846191
	Iteration 42Q: 3 clusters Score -2342018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2342023.750000 Penalty: 4806.846191
	Iteration 43Q: 3 clusters Score -2342024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2342026.000000 Penalty: 4806.846191
	Iteration 44Q: 3 clusters Score -2342026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2342025.500000 Penalty: 4806.846191
	Iteration 45Q: 3 clusters Score -2342026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2342023.750000 Penalty: 4806.846191
	Iteration 46Q: 3 clusters Score -2342024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2342031.750000 Penalty: 4806.846191
	Iteration 47Q: 3 clusters Score -2342032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2342033.250000 Penalty: 4806.846191
	Iteration 48Q: 3 clusters Score -2342033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2342030.250000 Penalty: 4806.846191
	Iteration 49Q: 3 clusters Score -2342030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2342031.250000 Penalty: 4806.846191
	Iteration 50Q: 3 clusters Score -2342031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2342032.750000 Penalty: 4806.846191
	Iteration 51Q: 3 clusters Score -2342033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2342031.500000 Penalty: 4806.846191
	Iteration 52Q: 3 clusters Score -2342032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2342031.250000 Penalty: 4806.846191
	Iteration 53Q: 3 clusters Score -2342031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2342034.250000 Penalty: 4806.846191
	Iteration 54Q: 3 clusters Score -2342034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2342039.000000 Penalty: 4806.846191
	Iteration 55Q: 3 clusters Score -2342039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2342037.500000 Penalty: 4806.846191
	Iteration 56Q: 3 clusters Score -2342038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2342039.750000 Penalty: 4806.846191
	Iteration 57Q: 3 clusters Score -2342040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2342040.500000 Penalty: 4806.846191
	Iteration 58Q: 3 clusters Score -2342040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2342037.250000 Penalty: 4806.846191
	Iteration 59Q: 3 clusters Score -2342037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2342037.250000 Penalty: 4806.846191
	Iteration 60F: 3 clusters Score -2342037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 46586 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116923 members 
Mstep: Class 22 contains 10643 members 
Entering Unmasked Estep 
Score: -137650848.000000 Penalty: 74899.046875
Splitting cluster 14 changes total score from -137642400.000000 to -137650848.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -7145729.000000 Penalty: 2665.765625
	Iteration 0F: 2 clusters Score -7145729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -7114428.500000 Penalty: 5331.531250
	Iteration 0F: 3 clusters Score -7114428 nChanged 21437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -7128018.000000 Penalty: 5331.531250
	Iteration 1F: 3 clusters Score -7128018 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -7129793.000000 Penalty: 5331.531250
	Iteration 2F: 3 clusters Score -7129793 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7131681.500000 Penalty: 5331.531250
	Iteration 3F: 3 clusters Score -7131682 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7133687.000000 Penalty: 5331.531250
	Iteration 4F: 3 clusters Score -7133687 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -7136044.500000 Penalty: 5331.531250
	Iteration 5F: 3 clusters Score -7136044 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -7138671.500000 Penalty: 5331.531250
	Iteration 6F: 3 clusters Score -7138672 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -7141369.500000 Penalty: 5331.531250
	Iteration 7F: 3 clusters Score -7141370 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -7143622.500000 Penalty: 5331.531250
	Iteration 8F: 3 clusters Score -7143622 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7145412.500000 Penalty: 5331.531250
	Iteration 9Q: 3 clusters Score -7145412 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7146511.000000 Penalty: 5331.531250
	Iteration 10Q: 3 clusters Score -7146511 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7147119.000000 Penalty: 5331.531250
	Iteration 11Q: 3 clusters Score -7147119 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7147455.500000 Penalty: 5331.531250
	Iteration 12Q: 3 clusters Score -7147456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7147694.000000 Penalty: 5331.531250
	Iteration 13Q: 3 clusters Score -7147694 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7147896.500000 Penalty: 5331.531250
	Iteration 14Q: 3 clusters Score -7147896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7147995.000000 Penalty: 5331.531250
	Iteration 15Q: 3 clusters Score -7147995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7148047.500000 Penalty: 5331.531250
	Iteration 16Q: 3 clusters Score -7148048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7148071.500000 Penalty: 5331.531250
	Iteration 17Q: 3 clusters Score -7148072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7148087.500000 Penalty: 5331.531250
	Iteration 18Q: 3 clusters Score -7148088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7148091.000000 Penalty: 5331.531250
	Iteration 19Q: 3 clusters Score -7148091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7148089.000000 Penalty: 5331.531250
	Iteration 20F: 3 clusters Score -7148089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7148092.500000 Penalty: 5331.531250
	Iteration 21Q: 3 clusters Score -7148092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7148087.000000 Penalty: 5331.531250
	Iteration 22Q: 3 clusters Score -7148087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7148087.000000 Penalty: 5331.531250
	Iteration 23F: 3 clusters Score -7148087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 44757 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 116923 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 1829 members 
Entering Unmasked Estep 
Score: -137652896.000000 Penalty: 78303.554688
Splitting cluster 17 changes total score from -137642400.000000 to -137652896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (59109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Entering Unmasked Estep 
Score: -8771845.000000 Penalty: 2724.810303
	Iteration 0F: 2 clusters Score -8771845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -8732122.000000 Penalty: 5449.620605
	Iteration 0F: 3 clusters Score -8732122 nChanged 27622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8747861.000000 Penalty: 5449.620605
	Iteration 1F: 3 clusters Score -8747861 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -8748990.000000 Penalty: 5449.620605
	Iteration 2Q: 3 clusters Score -8748990 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8750596.000000 Penalty: 5449.620605
	Iteration 3F: 3 clusters Score -8750596 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8752826.000000 Penalty: 5449.620605
	Iteration 4F: 3 clusters Score -8752826 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -8755534.000000 Penalty: 5449.620605
	Iteration 5F: 3 clusters Score -8755534 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -8758478.000000 Penalty: 5449.620605
	Iteration 6F: 3 clusters Score -8758478 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -8761257.000000 Penalty: 5449.620605
	Iteration 7F: 3 clusters Score -8761257 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8763750.000000 Penalty: 5449.620605
	Iteration 8F: 3 clusters Score -8763750 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8765797.000000 Penalty: 5449.620605
	Iteration 9Q: 3 clusters Score -8765797 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8767337.000000 Penalty: 5449.620605
	Iteration 10Q: 3 clusters Score -8767337 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8768323.000000 Penalty: 5449.620605
	Iteration 11Q: 3 clusters Score -8768323 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8768896.000000 Penalty: 5449.620605
	Iteration 12Q: 3 clusters Score -8768896 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8769281.000000 Penalty: 5449.620605
	Iteration 13Q: 3 clusters Score -8769281 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8769443.000000 Penalty: 5449.620605
	Iteration 14Q: 3 clusters Score -8769443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8769532.000000 Penalty: 5449.620605
	Iteration 15Q: 3 clusters Score -8769532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8769595.000000 Penalty: 5449.620605
	Iteration 16Q: 3 clusters Score -8769595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8769634.000000 Penalty: 5449.620605
	Iteration 17Q: 3 clusters Score -8769634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8769647.000000 Penalty: 5449.620605
	Iteration 18Q: 3 clusters Score -8769647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8769666.000000 Penalty: 5449.620605
	Iteration 19Q: 3 clusters Score -8769666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8769693.000000 Penalty: 5449.620605
	Iteration 20F: 3 clusters Score -8769693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8769695.000000 Penalty: 5449.620605
	Iteration 21Q: 3 clusters Score -8769695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8769716.000000 Penalty: 5449.620605
	Iteration 22Q: 3 clusters Score -8769716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8769725.000000 Penalty: 5449.620605
	Iteration 23Q: 3 clusters Score -8769725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8769722.000000 Penalty: 5449.620605
	Iteration 24Q: 3 clusters Score -8769722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8769722.000000 Penalty: 5449.620605
	Iteration 25Q: 3 clusters Score -8769722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8769736.000000 Penalty: 5449.620605
	Iteration 26Q: 3 clusters Score -8769736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8769736.000000 Penalty: 5449.620605
	Iteration 27Q: 3 clusters Score -8769736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8769734.000000 Penalty: 5449.620605
	Iteration 28Q: 3 clusters Score -8769734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8769740.000000 Penalty: 5449.620605
	Iteration 29Q: 3 clusters Score -8769740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8769738.000000 Penalty: 5449.620605
	Iteration 30Q: 3 clusters Score -8769738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8769739.000000 Penalty: 5449.620605
	Iteration 31Q: 3 clusters Score -8769739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8769738.000000 Penalty: 5449.620605
	Iteration 32Q: 3 clusters Score -8769738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8769741.000000 Penalty: 5449.620605
	Iteration 33Q: 3 clusters Score -8769741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8769740.000000 Penalty: 5449.620605
	Iteration 34Q: 3 clusters Score -8769740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8769745.000000 Penalty: 5449.620605
	Iteration 35Q: 3 clusters Score -8769745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8769742.000000 Penalty: 5449.620605
	Iteration 36Q: 3 clusters Score -8769742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8769742.000000 Penalty: 5449.620605
	Iteration 37F: 3 clusters Score -8769742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Entering Unmasked Estep 
Score: -4908414.500000 Penalty: 2574.024658
	Iteration 0F: 2 clusters Score -4908414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4886314.000000 Penalty: 5148.049316
	Iteration 0F: 3 clusters Score -4886314 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4894340.500000 Penalty: 5148.049316
	Iteration 1F: 3 clusters Score -4894340 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4894864.000000 Penalty: 5148.049316
	Iteration 2Q: 3 clusters Score -4894864 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4895298.000000 Penalty: 5148.049316
	Iteration 3Q: 3 clusters Score -4895298 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4895775.500000 Penalty: 5148.049316
	Iteration 4Q: 3 clusters Score -4895776 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4896309.500000 Penalty: 5148.049316
	Iteration 5Q: 3 clusters Score -4896310 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4897112.000000 Penalty: 5148.049316
	Iteration 6Q: 3 clusters Score -4897112 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4898366.500000 Penalty: 5148.049316
	Iteration 7F: 3 clusters Score -4898366 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4900120.000000 Penalty: 5148.049316
	Iteration 8F: 3 clusters Score -4900120 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4902182.500000 Penalty: 5148.049316
	Iteration 9F: 3 clusters Score -4902182 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4903986.000000 Penalty: 5148.049316
	Iteration 10F: 3 clusters Score -4903986 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4905078.000000 Penalty: 5148.049316
	Iteration 11Q: 3 clusters Score -4905078 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4905581.500000 Penalty: 5148.049316
	Iteration 12Q: 3 clusters Score -4905582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4905829.500000 Penalty: 5148.049316
	Iteration 13Q: 3 clusters Score -4905830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4905942.500000 Penalty: 5148.049316
	Iteration 14Q: 3 clusters Score -4905942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4906013.500000 Penalty: 5148.049316
	Iteration 15Q: 3 clusters Score -4906014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4906076.500000 Penalty: 5148.049316
	Iteration 16Q: 3 clusters Score -4906076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4906118.000000 Penalty: 5148.049316
	Iteration 17Q: 3 clusters Score -4906118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4906135.500000 Penalty: 5148.049316
	Iteration 18Q: 3 clusters Score -4906136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4906140.000000 Penalty: 5148.049316
	Iteration 19Q: 3 clusters Score -4906140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4906144.000000 Penalty: 5148.049316
	Iteration 20F: 3 clusters Score -4906144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4906147.000000 Penalty: 5148.049316
	Iteration 21Q: 3 clusters Score -4906147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4906147.000000 Penalty: 5148.049316
	Iteration 22Q: 3 clusters Score -4906147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4906147.500000 Penalty: 5148.049316
	Iteration 23Q: 3 clusters Score -4906148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4906147.500000 Penalty: 5148.049316
	Iteration 24F: 3 clusters Score -4906148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -83224.429688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -83224.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81690.125000 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -81690.12 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82179.500000 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -82179.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82392.914062 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -82392.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82638.437500 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -82638.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82903.617188 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -82903.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83043.453125 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -83043.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83138.117188 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -83138.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83255.000000 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -83255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83317.734375 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -83317.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83323.796875 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -83323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83328.320312 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -83328.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83415.304688 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -83415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83459.218750 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -83459.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83459.218750 Penalty: 3211.814697
	Iteration 13F: 3 clusters Score -83459.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 44757 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 116923 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 230 members 
Entering Unmasked Estep 
Score: -137651216.000000 Penalty: 81708.054688
Splitting cluster 20 changes total score from -137642400.000000 to -137651216.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (116923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116923 members 
Entering Unmasked Estep 
Score: -18105264.000000 Penalty: 2893.979004
	Iteration 0F: 2 clusters Score -1.810526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -18042092.000000 Penalty: 5787.958008
	Iteration 0F: 3 clusters Score -1.804209e+07 nChanged 55781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -18074332.000000 Penalty: 5787.958008
	Iteration 1F: 3 clusters Score -1.807433e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -18075838.000000 Penalty: 5787.958008
	Iteration 2Q: 3 clusters Score -1.807584e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -18077700.000000 Penalty: 5787.958008
	Iteration 3Q: 3 clusters Score -1.80777e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -18080382.000000 Penalty: 5787.958008
	Iteration 4Q: 3 clusters Score -1.808038e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -18084340.000000 Penalty: 5787.958008
	Iteration 5F: 3 clusters Score -1.808434e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -18089980.000000 Penalty: 5787.958008
	Iteration 6F: 3 clusters Score -1.808998e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -18096742.000000 Penalty: 5787.958008
	Iteration 7F: 3 clusters Score -1.809674e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -18102166.000000 Penalty: 5787.958008
	Iteration 8F: 3 clusters Score -1.810217e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -18104640.000000 Penalty: 5787.958008
	Iteration 9Q: 3 clusters Score -1.810464e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -18105540.000000 Penalty: 5787.958008
	Iteration 10Q: 3 clusters Score -1.810554e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -18106114.000000 Penalty: 5787.958008
	Iteration 11Q: 3 clusters Score -1.810611e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -18106548.000000 Penalty: 5787.958008
	Iteration 12Q: 3 clusters Score -1.810655e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -18106976.000000 Penalty: 5787.958008
	Iteration 13Q: 3 clusters Score -1.810698e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -18107304.000000 Penalty: 5787.958008
	Iteration 14Q: 3 clusters Score -1.81073e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -18107670.000000 Penalty: 5787.958008
	Iteration 15Q: 3 clusters Score -1.810767e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -18108084.000000 Penalty: 5787.958008
	Iteration 16Q: 3 clusters Score -1.810808e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -18108496.000000 Penalty: 5787.958008
	Iteration 17Q: 3 clusters Score -1.81085e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -18108904.000000 Penalty: 5787.958008
	Iteration 18Q: 3 clusters Score -1.81089e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -18109318.000000 Penalty: 5787.958008
	Iteration 19Q: 3 clusters Score -1.810932e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -18109832.000000 Penalty: 5787.958008
	Iteration 20F: 3 clusters Score -1.810983e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -18110398.000000 Penalty: 5787.958008
	Iteration 21Q: 3 clusters Score -1.81104e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -18111040.000000 Penalty: 5787.958008
	Iteration 22Q: 3 clusters Score -1.811104e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -18111632.000000 Penalty: 5787.958008
	Iteration 23Q: 3 clusters Score -1.811163e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -18112228.000000 Penalty: 5787.958008
	Iteration 24Q: 3 clusters Score -1.811223e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -18112646.000000 Penalty: 5787.958008
	Iteration 25Q: 3 clusters Score -1.811265e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -18113036.000000 Penalty: 5787.958008
	Iteration 26Q: 3 clusters Score -1.811304e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -18113420.000000 Penalty: 5787.958008
	Iteration 27Q: 3 clusters Score -1.811342e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -18113816.000000 Penalty: 5787.958008
	Iteration 28Q: 3 clusters Score -1.811382e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -18114076.000000 Penalty: 5787.958008
	Iteration 29Q: 3 clusters Score -1.811408e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -18114422.000000 Penalty: 5787.958008
	Iteration 30Q: 3 clusters Score -1.811442e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -18114630.000000 Penalty: 5787.958008
	Iteration 31Q: 3 clusters Score -1.811463e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -18114926.000000 Penalty: 5787.958008
	Iteration 32Q: 3 clusters Score -1.811493e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -18115114.000000 Penalty: 5787.958008
	Iteration 33Q: 3 clusters Score -1.811511e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -18115296.000000 Penalty: 5787.958008
	Iteration 34Q: 3 clusters Score -1.81153e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -18115442.000000 Penalty: 5787.958008
	Iteration 35Q: 3 clusters Score -1.811544e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -18115420.000000 Penalty: 5787.958008
	Iteration 36Q: 3 clusters Score -1.811542e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -18115492.000000 Penalty: 5787.958008
	Iteration 37Q: 3 clusters Score -1.811549e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -18115484.000000 Penalty: 5787.958008
	Iteration 38Q: 3 clusters Score -1.811548e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -18115456.000000 Penalty: 5787.958008
	Iteration 39Q: 3 clusters Score -1.811546e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -18115402.000000 Penalty: 5787.958008
	Iteration 40F: 3 clusters Score -1.81154e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -18115368.000000 Penalty: 5787.958008
	Iteration 41Q: 3 clusters Score -1.811537e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -18115306.000000 Penalty: 5787.958008
	Iteration 42Q: 3 clusters Score -1.811531e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -18115300.000000 Penalty: 5787.958008
	Iteration 43Q: 3 clusters Score -1.81153e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -18115272.000000 Penalty: 5787.958008
	Iteration 44Q: 3 clusters Score -1.811527e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -18115240.000000 Penalty: 5787.958008
	Iteration 45Q: 3 clusters Score -1.811524e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -18115168.000000 Penalty: 5787.958008
	Iteration 46Q: 3 clusters Score -1.811517e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -18115110.000000 Penalty: 5787.958008
	Iteration 47Q: 3 clusters Score -1.811511e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -18115068.000000 Penalty: 5787.958008
	Iteration 48Q: 3 clusters Score -1.811507e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -18115034.000000 Penalty: 5787.958008
	Iteration 49Q: 3 clusters Score -1.811503e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -18115004.000000 Penalty: 5787.958008
	Iteration 50Q: 3 clusters Score -1.8115e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -18114974.000000 Penalty: 5787.958008
	Iteration 51Q: 3 clusters Score -1.811497e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -18114968.000000 Penalty: 5787.958008
	Iteration 52Q: 3 clusters Score -1.811497e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -18114928.000000 Penalty: 5787.958008
	Iteration 53Q: 3 clusters Score -1.811493e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -18114882.000000 Penalty: 5787.958008
	Iteration 54Q: 3 clusters Score -1.811488e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -18114874.000000 Penalty: 5787.958008
	Iteration 55Q: 3 clusters Score -1.811487e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -18114856.000000 Penalty: 5787.958008
	Iteration 56Q: 3 clusters Score -1.811486e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -18114878.000000 Penalty: 5787.958008
	Iteration 57Q: 3 clusters Score -1.811488e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -18114820.000000 Penalty: 5787.958008
	Iteration 58Q: 3 clusters Score -1.811482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -18114834.000000 Penalty: 5787.958008
	Iteration 59Q: 3 clusters Score -1.811483e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -18114826.000000 Penalty: 5787.958008
	Iteration 60F: 3 clusters Score -1.811483e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -18114802.000000 Penalty: 5787.958008
	Iteration 61Q: 3 clusters Score -1.81148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -18114800.000000 Penalty: 5787.958008
	Iteration 62Q: 3 clusters Score -1.81148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -18114782.000000 Penalty: 5787.958008
	Iteration 63Q: 3 clusters Score -1.811478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -18114780.000000 Penalty: 5787.958008
	Iteration 64Q: 3 clusters Score -1.811478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -18114744.000000 Penalty: 5787.958008
	Iteration 65Q: 3 clusters Score -1.811474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -18114726.000000 Penalty: 5787.958008
	Iteration 66Q: 3 clusters Score -1.811473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -18114726.000000 Penalty: 5787.958008
	Iteration 67Q: 3 clusters Score -1.811473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -18114718.000000 Penalty: 5787.958008
	Iteration 68Q: 3 clusters Score -1.811472e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -18114712.000000 Penalty: 5787.958008
	Iteration 69Q: 3 clusters Score -1.811471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -18114702.000000 Penalty: 5787.958008
	Iteration 70Q: 3 clusters Score -1.81147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -18114706.000000 Penalty: 5787.958008
	Iteration 71Q: 3 clusters Score -1.811471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -18114682.000000 Penalty: 5787.958008
	Iteration 72Q: 3 clusters Score -1.811468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -18114674.000000 Penalty: 5787.958008
	Iteration 73Q: 3 clusters Score -1.811467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -18114674.000000 Penalty: 5787.958008
	Iteration 74Q: 3 clusters Score -1.811467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -18114650.000000 Penalty: 5787.958008
	Iteration 75Q: 3 clusters Score -1.811465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -18114630.000000 Penalty: 5787.958008
	Iteration 76Q: 3 clusters Score -1.811463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 99989 members 
Entering Unmasked Estep 
Score: -18114602.000000 Penalty: 5787.958008
	Iteration 77Q: 3 clusters Score -1.81146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -18114602.000000 Penalty: 5787.958008
	Iteration 78Q: 3 clusters Score -1.81146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -18114598.000000 Penalty: 5787.958008
	Iteration 79Q: 3 clusters Score -1.81146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -18114592.000000 Penalty: 5787.958008
	Iteration 80F: 3 clusters Score -1.811459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -18114588.000000 Penalty: 5787.958008
	Iteration 81Q: 3 clusters Score -1.811459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -18114596.000000 Penalty: 5787.958008
	Iteration 82Q: 3 clusters Score -1.81146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -18114614.000000 Penalty: 5787.958008
	Iteration 83Q: 3 clusters Score -1.811461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -18114586.000000 Penalty: 5787.958008
	Iteration 84Q: 3 clusters Score -1.811459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -18114586.000000 Penalty: 5787.958008
	Iteration 85Q: 3 clusters Score -1.811459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -18114596.000000 Penalty: 5787.958008
	Iteration 86Q: 3 clusters Score -1.81146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -18114568.000000 Penalty: 5787.958008
	Iteration 87Q: 3 clusters Score -1.811457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -18114572.000000 Penalty: 5787.958008
	Iteration 88Q: 3 clusters Score -1.811457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -18114586.000000 Penalty: 5787.958008
	Iteration 89Q: 3 clusters Score -1.811459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -18114566.000000 Penalty: 5787.958008
	Iteration 90Q: 3 clusters Score -1.811457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -18114558.000000 Penalty: 5787.958008
	Iteration 91Q: 3 clusters Score -1.811456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -18114558.000000 Penalty: 5787.958008
	Iteration 92Q: 3 clusters Score -1.811456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -18114556.000000 Penalty: 5787.958008
	Iteration 93Q: 3 clusters Score -1.811456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -18114566.000000 Penalty: 5787.958008
	Iteration 94Q: 3 clusters Score -1.811457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -18114538.000000 Penalty: 5787.958008
	Iteration 95Q: 3 clusters Score -1.811454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -18114526.000000 Penalty: 5787.958008
	Iteration 96Q: 3 clusters Score -1.811453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -18114518.000000 Penalty: 5787.958008
	Iteration 97Q: 3 clusters Score -1.811452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -18114512.000000 Penalty: 5787.958008
	Iteration 98Q: 3 clusters Score -1.811451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -18114506.000000 Penalty: 5787.958008
	Iteration 99Q: 3 clusters Score -1.811451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -18114494.000000 Penalty: 5787.958008
	Iteration 100F: 3 clusters Score -1.811449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -18114498.000000 Penalty: 5787.958008
	Iteration 101Q: 3 clusters Score -1.81145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -18114480.000000 Penalty: 5787.958008
	Iteration 102Q: 3 clusters Score -1.811448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -18114492.000000 Penalty: 5787.958008
	Iteration 103Q: 3 clusters Score -1.811449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -18114482.000000 Penalty: 5787.958008
	Iteration 104Q: 3 clusters Score -1.811448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -18114490.000000 Penalty: 5787.958008
	Iteration 105Q: 3 clusters Score -1.811449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -18114476.000000 Penalty: 5787.958008
	Iteration 106Q: 3 clusters Score -1.811448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -18114470.000000 Penalty: 5787.958008
	Iteration 107Q: 3 clusters Score -1.811447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 100397 members 
Entering Unmasked Estep 
Score: -18114468.000000 Penalty: 5787.958008
	Iteration 108Q: 3 clusters Score -1.811447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -18114472.000000 Penalty: 5787.958008
	Iteration 109Q: 3 clusters Score -1.811447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -18114478.000000 Penalty: 5787.958008
	Iteration 110Q: 3 clusters Score -1.811448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -18114490.000000 Penalty: 5787.958008
	Iteration 111Q: 3 clusters Score -1.811449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -18114474.000000 Penalty: 5787.958008
	Iteration 112Q: 3 clusters Score -1.811447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -18114480.000000 Penalty: 5787.958008
	Iteration 113Q: 3 clusters Score -1.811448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -18114468.000000 Penalty: 5787.958008
	Iteration 114Q: 3 clusters Score -1.811447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -18114488.000000 Penalty: 5787.958008
	Iteration 115Q: 3 clusters Score -1.811449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -18114484.000000 Penalty: 5787.958008
	Iteration 116Q: 3 clusters Score -1.811448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -18114472.000000 Penalty: 5787.958008
	Iteration 117Q: 3 clusters Score -1.811447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -18114472.000000 Penalty: 5787.958008
	Iteration 118F: 3 clusters Score -1.811447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 44757 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 100420 members 
Entering Unmasked Estep 
Score: -137661456.000000 Penalty: 85112.554688
Splitting cluster 21 changes total score from -137642400.000000 to -137661456.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 7129 members 
Mstep: Class 5 contains 107499 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 9 contains 37930 members 
Mstep: Class 10 contains 123802 members 
Mstep: Class 11 contains 159433 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 17 contains 44757 members 
Mstep: Class 18 contains 59109 members 
Mstep: Class 19 contains 32181 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 16503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137672192.000000 Penalty: 85112.554688
Iteration 39Q: 26 clusters Score -1.376722e+08 nChanged 28583
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 20015 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 108655 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 108709 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 38549 members 
Mstep: Class 10 contains 125132 members 
Mstep: Class 11 contains 157144 members 
Mstep: Class 12 contains 30073 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 26000 members 
Mstep: Class 17 contains 45940 members 
Mstep: Class 18 contains 59222 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 10224 members 
Mstep: Class 23 contains 1814 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 95353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137685520.000000 Penalty: 85112.554688
Iteration 40F: 26 clusters Score -1.376855e+08 nChanged 28511
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 19827 members 
Mstep: Class 3 contains 13850 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 107859 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 108847 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 38368 members 
Mstep: Class 10 contains 124487 members 
Mstep: Class 11 contains 152681 members 
Mstep: Class 12 contains 30082 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 25252 members 
Mstep: Class 17 contains 46798 members 
Mstep: Class 18 contains 57940 members 
Mstep: Class 19 contains 33089 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 21043 members 
Mstep: Class 22 contains 11510 members 
Mstep: Class 23 contains 1938 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 98102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137694464.000000 Penalty: 85112.554688
Iteration 41Q: 26 clusters Score -1.376945e+08 nChanged 21314
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 19665 members 
Mstep: Class 3 contains 14240 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 107087 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 108662 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 38179 members 
Mstep: Class 10 contains 124413 members 
Mstep: Class 11 contains 148638 members 
Mstep: Class 12 contains 29888 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 5361 members 
Mstep: Class 15 contains 704 members 
Mstep: Class 16 contains 24553 members 
Mstep: Class 17 contains 47695 members 
Mstep: Class 18 contains 57198 members 
Mstep: Class 19 contains 33432 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 23119 members 
Mstep: Class 22 contains 12525 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 100395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137698864.000000 Penalty: 85112.554688
Iteration 42Q: 26 clusters Score -1.376989e+08 nChanged 18094
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 106392 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 107942 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 37987 members 
Mstep: Class 10 contains 124618 members 
Mstep: Class 11 contains 144896 members 
Mstep: Class 12 contains 29658 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 48543 members 
Mstep: Class 18 contains 56669 members 
Mstep: Class 19 contains 33713 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 25116 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 102605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137702688.000000 Penalty: 85112.554688
Iteration 43Q: 26 clusters Score -1.377027e+08 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19369 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 106035 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 106986 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 37753 members 
Mstep: Class 10 contains 124921 members 
Mstep: Class 11 contains 141415 members 
Mstep: Class 12 contains 29384 members 
Mstep: Class 13 contains 1751 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 23457 members 
Mstep: Class 17 contains 49313 members 
Mstep: Class 18 contains 56261 members 
Mstep: Class 19 contains 33990 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 27066 members 
Mstep: Class 22 contains 14252 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 104636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3330.049072 but Gain 3404.500000
Score: -137705392.000000 Penalty: 81708.054688
Iteration 44Q: 25 clusters Score -1.377054e+08 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19220 members 
Mstep: Class 3 contains 14602 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 106302 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 106096 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 37507 members 
Mstep: Class 10 contains 125312 members 
Mstep: Class 11 contains 138498 members 
Mstep: Class 12 contains 29032 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 23025 members 
Mstep: Class 17 contains 50159 members 
Mstep: Class 18 contains 55968 members 
Mstep: Class 19 contains 34232 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 29230 members 
Mstep: Class 22 contains 15224 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 106455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137709888.000000 Penalty: 81708.054688
Iteration 45Q: 25 clusters Score -1.377099e+08 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 19081 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 105809 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 104987 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 37199 members 
Mstep: Class 10 contains 125532 members 
Mstep: Class 11 contains 135954 members 
Mstep: Class 12 contains 28655 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 22638 members 
Mstep: Class 17 contains 50875 members 
Mstep: Class 18 contains 55715 members 
Mstep: Class 19 contains 34473 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 31050 members 
Mstep: Class 22 contains 15994 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137712960.000000 Penalty: 81708.054688
Iteration 46Q: 25 clusters Score -1.37713e+08 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 8237 members 
Mstep: Class 5 contains 105331 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 104081 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 36903 members 
Mstep: Class 10 contains 125588 members 
Mstep: Class 11 contains 133738 members 
Mstep: Class 12 contains 28262 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 22322 members 
Mstep: Class 17 contains 51503 members 
Mstep: Class 18 contains 55494 members 
Mstep: Class 19 contains 34658 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 32750 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137715440.000000 Penalty: 81708.054688
Iteration 47Q: 25 clusters Score -1.377154e+08 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 18767 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 104888 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 103571 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 36587 members 
Mstep: Class 10 contains 125446 members 
Mstep: Class 11 contains 131607 members 
Mstep: Class 12 contains 27898 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 22084 members 
Mstep: Class 17 contains 52134 members 
Mstep: Class 18 contains 55348 members 
Mstep: Class 19 contains 34831 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 34363 members 
Mstep: Class 22 contains 17393 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137717360.000000 Penalty: 81708.054688
Iteration 48Q: 25 clusters Score -1.377174e+08 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 8574 members 
Mstep: Class 5 contains 104467 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 103240 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 125370 members 
Mstep: Class 11 contains 129757 members 
Mstep: Class 12 contains 27467 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21892 members 
Mstep: Class 17 contains 52709 members 
Mstep: Class 18 contains 55210 members 
Mstep: Class 19 contains 34997 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 35898 members 
Mstep: Class 22 contains 17969 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137719232.000000 Penalty: 81708.054688
Iteration 49Q: 25 clusters Score -1.377192e+08 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18513 members 
Mstep: Class 3 contains 13784 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 104049 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 103132 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 9 contains 36080 members 
Mstep: Class 10 contains 125312 members 
Mstep: Class 11 contains 128183 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21750 members 
Mstep: Class 17 contains 53176 members 
Mstep: Class 18 contains 55088 members 
Mstep: Class 19 contains 35139 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 37371 members 
Mstep: Class 22 contains 18445 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137721312.000000 Penalty: 81708.054688
Iteration 50Q: 25 clusters Score -1.377213e+08 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 13571 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 103736 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103111 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 35854 members 
Mstep: Class 10 contains 125343 members 
Mstep: Class 11 contains 126755 members 
Mstep: Class 12 contains 26715 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21607 members 
Mstep: Class 17 contains 53595 members 
Mstep: Class 18 contains 54962 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 38739 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137723920.000000 Penalty: 81708.054688
Iteration 51Q: 25 clusters Score -1.377239e+08 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 5 contains 103406 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 35655 members 
Mstep: Class 10 contains 125489 members 
Mstep: Class 11 contains 125524 members 
Mstep: Class 12 contains 26368 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21470 members 
Mstep: Class 17 contains 53942 members 
Mstep: Class 18 contains 54859 members 
Mstep: Class 19 contains 35271 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 40066 members 
Mstep: Class 22 contains 19354 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137725392.000000 Penalty: 81708.054688
Iteration 52Q: 25 clusters Score -1.377254e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 18079 members 
Mstep: Class 3 contains 13213 members 
Mstep: Class 4 contains 9170 members 
Mstep: Class 5 contains 103099 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 35488 members 
Mstep: Class 10 contains 125581 members 
Mstep: Class 11 contains 124507 members 
Mstep: Class 12 contains 26026 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21339 members 
Mstep: Class 17 contains 54170 members 
Mstep: Class 18 contains 54758 members 
Mstep: Class 19 contains 35272 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 41387 members 
Mstep: Class 22 contains 19780 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137727024.000000 Penalty: 81708.054688
Iteration 53Q: 25 clusters Score -1.37727e+08 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 17935 members 
Mstep: Class 3 contains 13056 members 
Mstep: Class 4 contains 9319 members 
Mstep: Class 5 contains 102776 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103291 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 35387 members 
Mstep: Class 10 contains 125684 members 
Mstep: Class 11 contains 123551 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 14 contains 5378 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21251 members 
Mstep: Class 17 contains 54364 members 
Mstep: Class 18 contains 54670 members 
Mstep: Class 19 contains 35275 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 42594 members 
Mstep: Class 22 contains 20111 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137728592.000000 Penalty: 81708.054688
Iteration 54Q: 25 clusters Score -1.377286e+08 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 9498 members 
Mstep: Class 5 contains 102449 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103331 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 35315 members 
Mstep: Class 10 contains 125868 members 
Mstep: Class 11 contains 122732 members 
Mstep: Class 12 contains 25296 members 
Mstep: Class 14 contains 5378 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 54570 members 
Mstep: Class 18 contains 54597 members 
Mstep: Class 19 contains 35320 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 43661 members 
Mstep: Class 22 contains 20379 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 111087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137730304.000000 Penalty: 81708.054688
Iteration 55Q: 25 clusters Score -1.377303e+08 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 17609 members 
Mstep: Class 3 contains 12839 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 102159 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103285 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 35254 members 
Mstep: Class 10 contains 126064 members 
Mstep: Class 11 contains 122033 members 
Mstep: Class 12 contains 24911 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 17 contains 54819 members 
Mstep: Class 18 contains 54538 members 
Mstep: Class 19 contains 35341 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 44638 members 
Mstep: Class 22 contains 20610 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137731104.000000 Penalty: 81708.054688
Iteration 56Q: 25 clusters Score -1.377311e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 12754 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 101891 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103182 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 35189 members 
Mstep: Class 10 contains 126145 members 
Mstep: Class 11 contains 121444 members 
Mstep: Class 12 contains 24506 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21093 members 
Mstep: Class 17 contains 55120 members 
Mstep: Class 18 contains 54487 members 
Mstep: Class 19 contains 35398 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 45523 members 
Mstep: Class 22 contains 20804 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732848.000000 Penalty: 81708.054688
Iteration 57Q: 25 clusters Score -1.377328e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 17320 members 
Mstep: Class 3 contains 12683 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 101613 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 103073 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 35186 members 
Mstep: Class 10 contains 126200 members 
Mstep: Class 11 contains 120965 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21056 members 
Mstep: Class 17 contains 55414 members 
Mstep: Class 18 contains 54430 members 
Mstep: Class 19 contains 35461 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 46318 members 
Mstep: Class 22 contains 20932 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137734224.000000 Penalty: 81708.054688
Iteration 58Q: 25 clusters Score -1.377342e+08 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 17180 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 101299 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 126199 members 
Mstep: Class 11 contains 120586 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 14 contains 5368 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21028 members 
Mstep: Class 17 contains 55785 members 
Mstep: Class 18 contains 54372 members 
Mstep: Class 19 contains 35523 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 47076 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137735600.000000 Penalty: 81708.054688
Iteration 59Q: 25 clusters Score -1.377356e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 17049 members 
Mstep: Class 3 contains 12575 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 100882 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 102967 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 35240 members 
Mstep: Class 10 contains 126111 members 
Mstep: Class 11 contains 120304 members 
Mstep: Class 12 contains 23315 members 
Mstep: Class 14 contains 5363 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 56238 members 
Mstep: Class 18 contains 54323 members 
Mstep: Class 19 contains 35571 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 47795 members 
Mstep: Class 22 contains 21140 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137737136.000000 Penalty: 81708.054688
Iteration 60F: 25 clusters Score -1.377371e+08 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 12485 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 100441 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 102843 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 35256 members 
Mstep: Class 10 contains 126017 members 
Mstep: Class 11 contains 120128 members 
Mstep: Class 12 contains 22951 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 20973 members 
Mstep: Class 17 contains 56783 members 
Mstep: Class 18 contains 54273 members 
Mstep: Class 19 contains 35616 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 48506 members 
Mstep: Class 22 contains 21210 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137738736.000000 Penalty: 81708.054688
Iteration 61Q: 25 clusters Score -1.377387e+08 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 16790 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 10693 members 
Mstep: Class 5 contains 100027 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 102676 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 35320 members 
Mstep: Class 10 contains 125779 members 
Mstep: Class 11 contains 120065 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 17 contains 57456 members 
Mstep: Class 18 contains 54224 members 
Mstep: Class 19 contains 35651 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 49149 members 
Mstep: Class 22 contains 21288 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 110047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137740384.000000 Penalty: 81708.054688
Iteration 62Q: 25 clusters Score -1.377404e+08 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 99518 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 102480 members 
Mstep: Class 8 contains 1415 members 
Mstep: Class 9 contains 35374 members 
Mstep: Class 10 contains 125709 members 
Mstep: Class 11 contains 119877 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20939 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 54165 members 
Mstep: Class 19 contains 35644 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 49705 members 
Mstep: Class 22 contains 21341 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137742224.000000 Penalty: 81708.054688
Iteration 63Q: 25 clusters Score -1.377422e+08 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 16525 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 11009 members 
Mstep: Class 5 contains 98897 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 102227 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 35426 members 
Mstep: Class 10 contains 125710 members 
Mstep: Class 11 contains 119667 members 
Mstep: Class 12 contains 21821 members 
Mstep: Class 14 contains 5346 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 59154 members 
Mstep: Class 18 contains 54121 members 
Mstep: Class 19 contains 35659 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 50261 members 
Mstep: Class 22 contains 21372 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137743936.000000 Penalty: 81708.054688
Iteration 64Q: 25 clusters Score -1.377439e+08 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 16393 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 11162 members 
Mstep: Class 5 contains 98161 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101999 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 35507 members 
Mstep: Class 10 contains 125702 members 
Mstep: Class 11 contains 119413 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 60205 members 
Mstep: Class 18 contains 54074 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 50757 members 
Mstep: Class 22 contains 21412 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137745872.000000 Penalty: 81708.054688
Iteration 65Q: 25 clusters Score -1.377459e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 16280 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 97448 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101785 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 35609 members 
Mstep: Class 10 contains 125745 members 
Mstep: Class 11 contains 119100 members 
Mstep: Class 12 contains 21004 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 61317 members 
Mstep: Class 18 contains 54037 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 51270 members 
Mstep: Class 22 contains 21432 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137748048.000000 Penalty: 81708.054688
Iteration 66Q: 25 clusters Score -1.37748e+08 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 16166 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 11437 members 
Mstep: Class 5 contains 96828 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101688 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 35726 members 
Mstep: Class 10 contains 125791 members 
Mstep: Class 11 contains 118634 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20893 members 
Mstep: Class 17 contains 62448 members 
Mstep: Class 18 contains 54002 members 
Mstep: Class 19 contains 35699 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 51749 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137750992.000000 Penalty: 81708.054688
Iteration 67Q: 25 clusters Score -1.37751e+08 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 96238 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101523 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 35816 members 
Mstep: Class 10 contains 125906 members 
Mstep: Class 11 contains 118184 members 
Mstep: Class 12 contains 20084 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 63596 members 
Mstep: Class 18 contains 53959 members 
Mstep: Class 19 contains 35747 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 52182 members 
Mstep: Class 22 contains 21483 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753008.000000 Penalty: 81708.054688
Iteration 68Q: 25 clusters Score -1.37753e+08 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 15924 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 95712 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101366 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 35893 members 
Mstep: Class 10 contains 126071 members 
Mstep: Class 11 contains 117731 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 17 contains 64674 members 
Mstep: Class 18 contains 53911 members 
Mstep: Class 19 contains 35824 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 52572 members 
Mstep: Class 22 contains 21489 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754848.000000 Penalty: 81708.054688
Iteration 69Q: 25 clusters Score -1.377548e+08 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 15806 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 95238 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 101173 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 35950 members 
Mstep: Class 10 contains 126185 members 
Mstep: Class 11 contains 117396 members 
Mstep: Class 12 contains 19067 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20861 members 
Mstep: Class 17 contains 65699 members 
Mstep: Class 18 contains 53877 members 
Mstep: Class 19 contains 35873 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 52920 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137756400.000000 Penalty: 81708.054688
Iteration 70Q: 25 clusters Score -1.377564e+08 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 15677 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 11895 members 
Mstep: Class 5 contains 94945 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 100911 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 36018 members 
Mstep: Class 10 contains 126196 members 
Mstep: Class 11 contains 117105 members 
Mstep: Class 12 contains 18626 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20838 members 
Mstep: Class 17 contains 66680 members 
Mstep: Class 18 contains 53819 members 
Mstep: Class 19 contains 35949 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 53271 members 
Mstep: Class 22 contains 21502 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 109141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137758016.000000 Penalty: 81708.054688
Iteration 71Q: 25 clusters Score -1.37758e+08 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 15553 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 94834 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 100645 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 36088 members 
Mstep: Class 10 contains 126065 members 
Mstep: Class 11 contains 116979 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20825 members 
Mstep: Class 17 contains 67521 members 
Mstep: Class 18 contains 53766 members 
Mstep: Class 19 contains 36025 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 53607 members 
Mstep: Class 22 contains 21488 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137759648.000000 Penalty: 81708.054688
Iteration 72Q: 25 clusters Score -1.377596e+08 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 15421 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 12135 members 
Mstep: Class 5 contains 94894 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 100411 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 36175 members 
Mstep: Class 10 contains 125912 members 
Mstep: Class 11 contains 116845 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 14 contains 5244 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 68239 members 
Mstep: Class 18 contains 53723 members 
Mstep: Class 19 contains 36125 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 53908 members 
Mstep: Class 22 contains 21475 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137760864.000000 Penalty: 81708.054688
Iteration 73Q: 25 clusters Score -1.377609e+08 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 15271 members 
Mstep: Class 3 contains 12113 members 
Mstep: Class 4 contains 12219 members 
Mstep: Class 5 contains 94974 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 100118 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 36267 members 
Mstep: Class 10 contains 125846 members 
Mstep: Class 11 contains 116764 members 
Mstep: Class 12 contains 17182 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20812 members 
Mstep: Class 17 contains 68830 members 
Mstep: Class 18 contains 53690 members 
Mstep: Class 19 contains 36235 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 54197 members 
Mstep: Class 22 contains 21480 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137761744.000000 Penalty: 81708.054688
Iteration 74Q: 25 clusters Score -1.377617e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 15109 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 12322 members 
Mstep: Class 5 contains 95133 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 99896 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 36328 members 
Mstep: Class 10 contains 125884 members 
Mstep: Class 11 contains 116599 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20798 members 
Mstep: Class 17 contains 69344 members 
Mstep: Class 18 contains 53673 members 
Mstep: Class 19 contains 36350 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 54411 members 
Mstep: Class 22 contains 21475 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762368.000000 Penalty: 81708.054688
Iteration 75Q: 25 clusters Score -1.377624e+08 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 14958 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 95335 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 99658 members 
Mstep: Class 8 contains 1416 members 
Mstep: Class 9 contains 36404 members 
Mstep: Class 10 contains 126047 members 
Mstep: Class 11 contains 116456 members 
Mstep: Class 12 contains 16282 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20774 members 
Mstep: Class 17 contains 69760 members 
Mstep: Class 18 contains 53637 members 
Mstep: Class 19 contains 36447 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 54599 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762608.000000 Penalty: 81708.054688
Iteration 76Q: 25 clusters Score -1.377626e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 12073 members 
Mstep: Class 4 contains 12541 members 
Mstep: Class 5 contains 95534 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 99340 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 36453 members 
Mstep: Class 10 contains 126149 members 
Mstep: Class 11 contains 116372 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20753 members 
Mstep: Class 17 contains 70137 members 
Mstep: Class 18 contains 53605 members 
Mstep: Class 19 contains 36554 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 54822 members 
Mstep: Class 22 contains 21435 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763040.000000 Penalty: 81708.054688
Iteration 77Q: 25 clusters Score -1.37763e+08 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 14650 members 
Mstep: Class 3 contains 12073 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 95751 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 99025 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 36503 members 
Mstep: Class 10 contains 126280 members 
Mstep: Class 11 contains 116229 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 14 contains 5214 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20735 members 
Mstep: Class 17 contains 70506 members 
Mstep: Class 18 contains 53582 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55015 members 
Mstep: Class 22 contains 21441 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 108062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763392.000000 Penalty: 81708.054688
Iteration 78Q: 25 clusters Score -1.377634e+08 nChanged 4952
Entering ConstructFrom: 
Score: -137763392.000000 Penalty: 81708.054688
Entering ConstructFrom: 
Trying to split cluster 1 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -1413199.875000 Penalty: 2280.265137
	Iteration 0F: 2 clusters Score -1413200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1405553.250000 Penalty: 4560.530273
	Iteration 0F: 3 clusters Score -1405553 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1407759.750000 Penalty: 4560.530273
	Iteration 1F: 3 clusters Score -1407760 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1408066.625000 Penalty: 4560.530273
	Iteration 2F: 3 clusters Score -1408067 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1408331.250000 Penalty: 4560.530273
	Iteration 3F: 3 clusters Score -1408331 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1408623.125000 Penalty: 4560.530273
	Iteration 4F: 3 clusters Score -1408623 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1408957.625000 Penalty: 4560.530273
	Iteration 5F: 3 clusters Score -1408958 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1409237.250000 Penalty: 4560.530273
	Iteration 6F: 3 clusters Score -1409237 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1409527.500000 Penalty: 4560.530273
	Iteration 7Q: 3 clusters Score -1409528 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1409805.250000 Penalty: 4560.530273
	Iteration 8Q: 3 clusters Score -1409805 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1410098.500000 Penalty: 4560.530273
	Iteration 9Q: 3 clusters Score -1410098 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1410352.875000 Penalty: 4560.530273
	Iteration 10Q: 3 clusters Score -1410353 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1410580.875000 Penalty: 4560.530273
	Iteration 11Q: 3 clusters Score -1410581 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1410815.250000 Penalty: 4560.530273
	Iteration 12Q: 3 clusters Score -1410815 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1411016.875000 Penalty: 4560.530273
	Iteration 13Q: 3 clusters Score -1411017 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1411144.875000 Penalty: 4560.530273
	Iteration 14Q: 3 clusters Score -1411145 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1411235.250000 Penalty: 4560.530273
	Iteration 15Q: 3 clusters Score -1411235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1411309.375000 Penalty: 4560.530273
	Iteration 16Q: 3 clusters Score -1411309 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1411358.375000 Penalty: 4560.530273
	Iteration 17Q: 3 clusters Score -1411358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1411392.875000 Penalty: 4560.530273
	Iteration 18Q: 3 clusters Score -1411393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1411413.125000 Penalty: 4560.530273
	Iteration 19Q: 3 clusters Score -1411413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1411435.750000 Penalty: 4560.530273
	Iteration 20F: 3 clusters Score -1411436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1411454.875000 Penalty: 4560.530273
	Iteration 21Q: 3 clusters Score -1411455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1411464.250000 Penalty: 4560.530273
	Iteration 22Q: 3 clusters Score -1411464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1411479.500000 Penalty: 4560.530273
	Iteration 23Q: 3 clusters Score -1411480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1411488.500000 Penalty: 4560.530273
	Iteration 24Q: 3 clusters Score -1411488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1411495.250000 Penalty: 4560.530273
	Iteration 25Q: 3 clusters Score -1411495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1411504.875000 Penalty: 4560.530273
	Iteration 26Q: 3 clusters Score -1411505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1411505.000000 Penalty: 4560.530273
	Iteration 27Q: 3 clusters Score -1411505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1411506.500000 Penalty: 4560.530273
	Iteration 28Q: 3 clusters Score -1411506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1411505.625000 Penalty: 4560.530273
	Iteration 29Q: 3 clusters Score -1411506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1411509.375000 Penalty: 4560.530273
	Iteration 30Q: 3 clusters Score -1411509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1411509.375000 Penalty: 4560.530273
	Iteration 31Q: 3 clusters Score -1411509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1411508.000000 Penalty: 4560.530273
	Iteration 32Q: 3 clusters Score -1411508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1411510.375000 Penalty: 4560.530273
	Iteration 33Q: 3 clusters Score -1411510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1411512.875000 Penalty: 4560.530273
	Iteration 34Q: 3 clusters Score -1411513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1411513.000000 Penalty: 4560.530273
	Iteration 35Q: 3 clusters Score -1411513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1411514.750000 Penalty: 4560.530273
	Iteration 36Q: 3 clusters Score -1411515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1411513.875000 Penalty: 4560.530273
	Iteration 37Q: 3 clusters Score -1411514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1411513.875000 Penalty: 4560.530273
	Iteration 38F: 3 clusters Score -1411514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Entering Unmasked Estep 
Score: -2140766.750000 Penalty: 2376.448975
	Iteration 0F: 2 clusters Score -2140767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2130275.750000 Penalty: 4752.897949
	Iteration 0F: 3 clusters Score -2130276 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2133990.750000 Penalty: 4752.897949
	Iteration 1F: 3 clusters Score -2133991 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2134568.250000 Penalty: 4752.897949
	Iteration 2F: 3 clusters Score -2134568 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2135091.500000 Penalty: 4752.897949
	Iteration 3F: 3 clusters Score -2135092 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2135565.500000 Penalty: 4752.897949
	Iteration 4F: 3 clusters Score -2135566 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2136075.000000 Penalty: 4752.897949
	Iteration 5F: 3 clusters Score -2136075 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2136567.000000 Penalty: 4752.897949
	Iteration 6F: 3 clusters Score -2136567 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2136970.500000 Penalty: 4752.897949
	Iteration 7Q: 3 clusters Score -2136970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2137316.500000 Penalty: 4752.897949
	Iteration 8Q: 3 clusters Score -2137316 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2137635.750000 Penalty: 4752.897949
	Iteration 9Q: 3 clusters Score -2137636 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2137927.500000 Penalty: 4752.897949
	Iteration 10Q: 3 clusters Score -2137928 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2138192.750000 Penalty: 4752.897949
	Iteration 11Q: 3 clusters Score -2138193 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2138446.750000 Penalty: 4752.897949
	Iteration 12Q: 3 clusters Score -2138447 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2138692.500000 Penalty: 4752.897949
	Iteration 13Q: 3 clusters Score -2138692 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2138897.750000 Penalty: 4752.897949
	Iteration 14Q: 3 clusters Score -2138898 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2139036.750000 Penalty: 4752.897949
	Iteration 15Q: 3 clusters Score -2139037 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2139135.750000 Penalty: 4752.897949
	Iteration 16Q: 3 clusters Score -2139136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2139198.250000 Penalty: 4752.897949
	Iteration 17Q: 3 clusters Score -2139198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2139240.500000 Penalty: 4752.897949
	Iteration 18Q: 3 clusters Score -2139240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2139270.500000 Penalty: 4752.897949
	Iteration 19Q: 3 clusters Score -2139270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2139313.750000 Penalty: 4752.897949
	Iteration 20F: 3 clusters Score -2139314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2139357.750000 Penalty: 4752.897949
	Iteration 21Q: 3 clusters Score -2139358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2139385.000000 Penalty: 4752.897949
	Iteration 22Q: 3 clusters Score -2139385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2139441.000000 Penalty: 4752.897949
	Iteration 23Q: 3 clusters Score -2139441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2139485.750000 Penalty: 4752.897949
	Iteration 24Q: 3 clusters Score -2139486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2139552.250000 Penalty: 4752.897949
	Iteration 25Q: 3 clusters Score -2139552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2139621.250000 Penalty: 4752.897949
	Iteration 26Q: 3 clusters Score -2139621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2139694.750000 Penalty: 4752.897949
	Iteration 27Q: 3 clusters Score -2139695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2139727.750000 Penalty: 4752.897949
	Iteration 28Q: 3 clusters Score -2139728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2139767.000000 Penalty: 4752.897949
	Iteration 29Q: 3 clusters Score -2139767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2139798.500000 Penalty: 4752.897949
	Iteration 30Q: 3 clusters Score -2139798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2139828.500000 Penalty: 4752.897949
	Iteration 31Q: 3 clusters Score -2139828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2139843.250000 Penalty: 4752.897949
	Iteration 32Q: 3 clusters Score -2139843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2139855.500000 Penalty: 4752.897949
	Iteration 33Q: 3 clusters Score -2139856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2139858.000000 Penalty: 4752.897949
	Iteration 34Q: 3 clusters Score -2139858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2139858.750000 Penalty: 4752.897949
	Iteration 35Q: 3 clusters Score -2139859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2139860.500000 Penalty: 4752.897949
	Iteration 36Q: 3 clusters Score -2139860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2139927.500000 Penalty: 4752.897949
	Iteration 37F: 3 clusters Score -2139928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2139971.250000 Penalty: 4752.897949
	Iteration 38Q: 3 clusters Score -2139971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2140009.250000 Penalty: 4752.897949
	Iteration 39Q: 3 clusters Score -2140009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2140033.500000 Penalty: 4752.897949
	Iteration 40F: 3 clusters Score -2140034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2140048.000000 Penalty: 4752.897949
	Iteration 41Q: 3 clusters Score -2140048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2140052.750000 Penalty: 4752.897949
	Iteration 42Q: 3 clusters Score -2140053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2140051.250000 Penalty: 4752.897949
	Iteration 43Q: 3 clusters Score -2140051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2140055.000000 Penalty: 4752.897949
	Iteration 44Q: 3 clusters Score -2140055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2140057.750000 Penalty: 4752.897949
	Iteration 45Q: 3 clusters Score -2140058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2140057.500000 Penalty: 4752.897949
	Iteration 46Q: 3 clusters Score -2140058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2140057.500000 Penalty: 4752.897949
	Iteration 47F: 3 clusters Score -2140058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1672252.375000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1672252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1663290.750000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1663291 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1666169.375000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1666169 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1666929.625000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1666930 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1667951.250000 Penalty: 4661.645508
	Iteration 3F: 3 clusters Score -1667951 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1668955.250000 Penalty: 4661.645508
	Iteration 4F: 3 clusters Score -1668955 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1669656.375000 Penalty: 4661.645508
	Iteration 5F: 3 clusters Score -1669656 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1670074.500000 Penalty: 4661.645508
	Iteration 6F: 3 clusters Score -1670074 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1670308.500000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1670308 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1670466.875000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1670467 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1670569.500000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1670570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1670638.625000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1670639 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1670697.625000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1670698 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1670752.000000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1670752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1670785.000000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1670785 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1670815.000000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1670815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1670839.750000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1670840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1670863.875000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1670864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1670883.375000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1670883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1670902.375000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1670902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1670923.125000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1670923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1670940.750000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1670941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1670956.125000 Penalty: 4661.645508
	Iteration 21Q: 3 clusters Score -1670956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1670976.875000 Penalty: 4661.645508
	Iteration 22Q: 3 clusters Score -1670977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1670992.750000 Penalty: 4661.645508
	Iteration 23Q: 3 clusters Score -1670993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1671001.000000 Penalty: 4661.645508
	Iteration 24Q: 3 clusters Score -1671001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1671006.750000 Penalty: 4661.645508
	Iteration 25Q: 3 clusters Score -1671007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1671013.250000 Penalty: 4661.645508
	Iteration 26Q: 3 clusters Score -1671013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1671013.125000 Penalty: 4661.645508
	Iteration 27Q: 3 clusters Score -1671013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1671014.375000 Penalty: 4661.645508
	Iteration 28Q: 3 clusters Score -1671014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1671022.000000 Penalty: 4661.645508
	Iteration 29Q: 3 clusters Score -1671022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1671018.375000 Penalty: 4661.645508
	Iteration 30Q: 3 clusters Score -1671018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1671026.000000 Penalty: 4661.645508
	Iteration 31Q: 3 clusters Score -1671026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1671030.250000 Penalty: 4661.645508
	Iteration 32Q: 3 clusters Score -1671030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1671033.875000 Penalty: 4661.645508
	Iteration 33Q: 3 clusters Score -1671034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1671035.750000 Penalty: 4661.645508
	Iteration 34Q: 3 clusters Score -1671036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1671033.625000 Penalty: 4661.645508
	Iteration 35Q: 3 clusters Score -1671034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1671036.000000 Penalty: 4661.645508
	Iteration 36Q: 3 clusters Score -1671036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1671040.375000 Penalty: 4661.645508
	Iteration 37Q: 3 clusters Score -1671040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1671046.750000 Penalty: 4661.645508
	Iteration 38Q: 3 clusters Score -1671047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1671047.000000 Penalty: 4661.645508
	Iteration 39Q: 3 clusters Score -1671047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1671049.250000 Penalty: 4661.645508
	Iteration 40F: 3 clusters Score -1671049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1671053.625000 Penalty: 4661.645508
	Iteration 41Q: 3 clusters Score -1671054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1671056.000000 Penalty: 4661.645508
	Iteration 42Q: 3 clusters Score -1671056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1671060.250000 Penalty: 4661.645508
	Iteration 43Q: 3 clusters Score -1671060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1671057.875000 Penalty: 4661.645508
	Iteration 44Q: 3 clusters Score -1671058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1671059.625000 Penalty: 4661.645508
	Iteration 45Q: 3 clusters Score -1671060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1671059.875000 Penalty: 4661.645508
	Iteration 46Q: 3 clusters Score -1671060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1671059.125000 Penalty: 4661.645508
	Iteration 47Q: 3 clusters Score -1671059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1671059.125000 Penalty: 4661.645508
	Iteration 48F: 3 clusters Score -1671059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Entering Unmasked Estep 
Score: -1943562.750000 Penalty: 2344.064697
	Iteration 0F: 2 clusters Score -1943563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1934167.625000 Penalty: 4688.129395
	Iteration 0F: 3 clusters Score -1934168 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1937050.125000 Penalty: 4688.129395
	Iteration 1F: 3 clusters Score -1937050 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1937436.375000 Penalty: 4688.129395
	Iteration 2F: 3 clusters Score -1937436 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1937737.750000 Penalty: 4688.129395
	Iteration 3F: 3 clusters Score -1937738 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1938035.750000 Penalty: 4688.129395
	Iteration 4Q: 3 clusters Score -1938036 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1938288.875000 Penalty: 4688.129395
	Iteration 5Q: 3 clusters Score -1938289 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1938517.375000 Penalty: 4688.129395
	Iteration 6Q: 3 clusters Score -1938517 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1938691.250000 Penalty: 4688.129395
	Iteration 7Q: 3 clusters Score -1938691 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1938876.125000 Penalty: 4688.129395
	Iteration 8Q: 3 clusters Score -1938876 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1939049.125000 Penalty: 4688.129395
	Iteration 9Q: 3 clusters Score -1939049 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1939219.875000 Penalty: 4688.129395
	Iteration 10Q: 3 clusters Score -1939220 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1939351.375000 Penalty: 4688.129395
	Iteration 11Q: 3 clusters Score -1939351 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1939479.125000 Penalty: 4688.129395
	Iteration 12Q: 3 clusters Score -1939479 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1939592.375000 Penalty: 4688.129395
	Iteration 13Q: 3 clusters Score -1939592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1939688.125000 Penalty: 4688.129395
	Iteration 14Q: 3 clusters Score -1939688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1939771.250000 Penalty: 4688.129395
	Iteration 15Q: 3 clusters Score -1939771 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1939840.375000 Penalty: 4688.129395
	Iteration 16Q: 3 clusters Score -1939840 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1939908.500000 Penalty: 4688.129395
	Iteration 17Q: 3 clusters Score -1939908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1939960.000000 Penalty: 4688.129395
	Iteration 18Q: 3 clusters Score -1939960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1940011.125000 Penalty: 4688.129395
	Iteration 19Q: 3 clusters Score -1940011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1940044.625000 Penalty: 4688.129395
	Iteration 20F: 3 clusters Score -1940045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1940081.000000 Penalty: 4688.129395
	Iteration 21Q: 3 clusters Score -1940081 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1940106.250000 Penalty: 4688.129395
	Iteration 22Q: 3 clusters Score -1940106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1940129.875000 Penalty: 4688.129395
	Iteration 23Q: 3 clusters Score -1940130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1940154.500000 Penalty: 4688.129395
	Iteration 24Q: 3 clusters Score -1940154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1940169.750000 Penalty: 4688.129395
	Iteration 25Q: 3 clusters Score -1940170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1940199.625000 Penalty: 4688.129395
	Iteration 26Q: 3 clusters Score -1940200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1940210.250000 Penalty: 4688.129395
	Iteration 27Q: 3 clusters Score -1940210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1940231.125000 Penalty: 4688.129395
	Iteration 28Q: 3 clusters Score -1940231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1940243.875000 Penalty: 4688.129395
	Iteration 29Q: 3 clusters Score -1940244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1940254.250000 Penalty: 4688.129395
	Iteration 30Q: 3 clusters Score -1940254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1940265.375000 Penalty: 4688.129395
	Iteration 31Q: 3 clusters Score -1940265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1940265.375000 Penalty: 4688.129395
	Iteration 32Q: 3 clusters Score -1940265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1940279.875000 Penalty: 4688.129395
	Iteration 33Q: 3 clusters Score -1940280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1940284.000000 Penalty: 4688.129395
	Iteration 34Q: 3 clusters Score -1940284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1940292.750000 Penalty: 4688.129395
	Iteration 35Q: 3 clusters Score -1940293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1940294.250000 Penalty: 4688.129395
	Iteration 36Q: 3 clusters Score -1940294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1940306.750000 Penalty: 4688.129395
	Iteration 37Q: 3 clusters Score -1940307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1940318.000000 Penalty: 4688.129395
	Iteration 38Q: 3 clusters Score -1940318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1940325.000000 Penalty: 4688.129395
	Iteration 39Q: 3 clusters Score -1940325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1940331.000000 Penalty: 4688.129395
	Iteration 40F: 3 clusters Score -1940331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1940341.625000 Penalty: 4688.129395
	Iteration 41Q: 3 clusters Score -1940342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1940362.250000 Penalty: 4688.129395
	Iteration 42Q: 3 clusters Score -1940362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1940377.000000 Penalty: 4688.129395
	Iteration 43Q: 3 clusters Score -1940377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1940389.625000 Penalty: 4688.129395
	Iteration 44Q: 3 clusters Score -1940390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1940430.000000 Penalty: 4688.129395
	Iteration 45Q: 3 clusters Score -1940430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1940473.125000 Penalty: 4688.129395
	Iteration 46Q: 3 clusters Score -1940473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1940515.875000 Penalty: 4688.129395
	Iteration 47Q: 3 clusters Score -1940516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1940577.875000 Penalty: 4688.129395
	Iteration 48Q: 3 clusters Score -1940578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1940641.250000 Penalty: 4688.129395
	Iteration 49Q: 3 clusters Score -1940641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1940715.750000 Penalty: 4688.129395
	Iteration 50Q: 3 clusters Score -1940716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1940795.500000 Penalty: 4688.129395
	Iteration 51Q: 3 clusters Score -1940796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1940873.250000 Penalty: 4688.129395
	Iteration 52Q: 3 clusters Score -1940873 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1940945.250000 Penalty: 4688.129395
	Iteration 53Q: 3 clusters Score -1940945 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1941010.875000 Penalty: 4688.129395
	Iteration 54Q: 3 clusters Score -1941011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1941070.000000 Penalty: 4688.129395
	Iteration 55Q: 3 clusters Score -1941070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1941127.250000 Penalty: 4688.129395
	Iteration 56Q: 3 clusters Score -1941127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1941171.500000 Penalty: 4688.129395
	Iteration 57Q: 3 clusters Score -1941172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1941209.125000 Penalty: 4688.129395
	Iteration 58Q: 3 clusters Score -1941209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1941241.750000 Penalty: 4688.129395
	Iteration 59Q: 3 clusters Score -1941242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1941285.750000 Penalty: 4688.129395
	Iteration 60F: 3 clusters Score -1941286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1941316.250000 Penalty: 4688.129395
	Iteration 61Q: 3 clusters Score -1941316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1941347.500000 Penalty: 4688.129395
	Iteration 62Q: 3 clusters Score -1941348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1941363.750000 Penalty: 4688.129395
	Iteration 63Q: 3 clusters Score -1941364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1941379.625000 Penalty: 4688.129395
	Iteration 64Q: 3 clusters Score -1941380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1941394.000000 Penalty: 4688.129395
	Iteration 65Q: 3 clusters Score -1941394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1941413.875000 Penalty: 4688.129395
	Iteration 66Q: 3 clusters Score -1941414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1941431.250000 Penalty: 4688.129395
	Iteration 67Q: 3 clusters Score -1941431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1941445.875000 Penalty: 4688.129395
	Iteration 68Q: 3 clusters Score -1941446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1941458.000000 Penalty: 4688.129395
	Iteration 69Q: 3 clusters Score -1941458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1941472.750000 Penalty: 4688.129395
	Iteration 70Q: 3 clusters Score -1941473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1941487.750000 Penalty: 4688.129395
	Iteration 71Q: 3 clusters Score -1941488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1941495.125000 Penalty: 4688.129395
	Iteration 72Q: 3 clusters Score -1941495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1941507.750000 Penalty: 4688.129395
	Iteration 73Q: 3 clusters Score -1941508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1941516.625000 Penalty: 4688.129395
	Iteration 74Q: 3 clusters Score -1941517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1941524.625000 Penalty: 4688.129395
	Iteration 75Q: 3 clusters Score -1941525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1941527.625000 Penalty: 4688.129395
	Iteration 76Q: 3 clusters Score -1941528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1941540.125000 Penalty: 4688.129395
	Iteration 77Q: 3 clusters Score -1941540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1941548.125000 Penalty: 4688.129395
	Iteration 78Q: 3 clusters Score -1941548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1941559.500000 Penalty: 4688.129395
	Iteration 79Q: 3 clusters Score -1941560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1941562.875000 Penalty: 4688.129395
	Iteration 80F: 3 clusters Score -1941563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1941567.625000 Penalty: 4688.129395
	Iteration 81Q: 3 clusters Score -1941568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1941563.875000 Penalty: 4688.129395
	Iteration 82Q: 3 clusters Score -1941564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1941564.625000 Penalty: 4688.129395
	Iteration 83Q: 3 clusters Score -1941565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1941568.375000 Penalty: 4688.129395
	Iteration 84Q: 3 clusters Score -1941568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1941568.375000 Penalty: 4688.129395
	Iteration 85Q: 3 clusters Score -1941568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1941568.375000 Penalty: 4688.129395
	Iteration 86F: 3 clusters Score -1941568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Entering Unmasked Estep 
Score: -14781016.000000 Penalty: 2845.117676
	Iteration 0F: 2 clusters Score -1.478102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -14719080.000000 Penalty: 5690.235352
	Iteration 0F: 3 clusters Score -1.471908e+07 nChanged 45534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -14745065.000000 Penalty: 5690.235352
	Iteration 1F: 3 clusters Score -1.474506e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -14746064.000000 Penalty: 5690.235352
	Iteration 2Q: 3 clusters Score -1.474606e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -14747261.000000 Penalty: 5690.235352
	Iteration 3Q: 3 clusters Score -1.474726e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -14749093.000000 Penalty: 5690.235352
	Iteration 4Q: 3 clusters Score -1.474909e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -14751955.000000 Penalty: 5690.235352
	Iteration 5F: 3 clusters Score -1.475196e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -14756315.000000 Penalty: 5690.235352
	Iteration 6F: 3 clusters Score -1.475632e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -14762293.000000 Penalty: 5690.235352
	Iteration 7F: 3 clusters Score -1.476229e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -14769111.000000 Penalty: 5690.235352
	Iteration 8F: 3 clusters Score -1.476911e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -14774513.000000 Penalty: 5690.235352
	Iteration 9F: 3 clusters Score -1.477451e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -14777598.000000 Penalty: 5690.235352
	Iteration 10Q: 3 clusters Score -1.47776e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -14778695.000000 Penalty: 5690.235352
	Iteration 11Q: 3 clusters Score -1.47787e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -14779051.000000 Penalty: 5690.235352
	Iteration 12Q: 3 clusters Score -1.477905e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -14779204.000000 Penalty: 5690.235352
	Iteration 13Q: 3 clusters Score -1.47792e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -14779276.000000 Penalty: 5690.235352
	Iteration 14Q: 3 clusters Score -1.477928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -14779314.000000 Penalty: 5690.235352
	Iteration 15Q: 3 clusters Score -1.477931e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -14779335.000000 Penalty: 5690.235352
	Iteration 16Q: 3 clusters Score -1.477934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -14779339.000000 Penalty: 5690.235352
	Iteration 17Q: 3 clusters Score -1.477934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -14779356.000000 Penalty: 5690.235352
	Iteration 18Q: 3 clusters Score -1.477936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -14779370.000000 Penalty: 5690.235352
	Iteration 19Q: 3 clusters Score -1.477937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -14779385.000000 Penalty: 5690.235352
	Iteration 20F: 3 clusters Score -1.477938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -14779387.000000 Penalty: 5690.235352
	Iteration 21Q: 3 clusters Score -1.477939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -14779384.000000 Penalty: 5690.235352
	Iteration 22Q: 3 clusters Score -1.477938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -14779390.000000 Penalty: 5690.235352
	Iteration 23Q: 3 clusters Score -1.477939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -14779397.000000 Penalty: 5690.235352
	Iteration 24Q: 3 clusters Score -1.47794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -14779400.000000 Penalty: 5690.235352
	Iteration 25Q: 3 clusters Score -1.47794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -14779401.000000 Penalty: 5690.235352
	Iteration 26Q: 3 clusters Score -1.47794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -14779404.000000 Penalty: 5690.235352
	Iteration 27Q: 3 clusters Score -1.47794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -14779402.000000 Penalty: 5690.235352
	Iteration 28Q: 3 clusters Score -1.47794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -14779388.000000 Penalty: 5690.235352
	Iteration 29Q: 3 clusters Score -1.477939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -14779392.000000 Penalty: 5690.235352
	Iteration 30Q: 3 clusters Score -1.477939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -14779385.000000 Penalty: 5690.235352
	Iteration 31Q: 3 clusters Score -1.477938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -14779396.000000 Penalty: 5690.235352
	Iteration 32Q: 3 clusters Score -1.47794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -14779393.000000 Penalty: 5690.235352
	Iteration 33Q: 3 clusters Score -1.477939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -14779398.000000 Penalty: 5690.235352
	Iteration 34Q: 3 clusters Score -1.47794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -14779393.000000 Penalty: 5690.235352
	Iteration 35Q: 3 clusters Score -1.477939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -14779395.000000 Penalty: 5690.235352
	Iteration 36Q: 3 clusters Score -1.47794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -14779395.000000 Penalty: 5690.235352
	Iteration 37F: 3 clusters Score -1.47794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -200512.843750 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -200512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198463.656250 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -198463.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -199459.875000 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -199459.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200788.609375 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -200788.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -202472.296875 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -202472.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -203006.890625 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -203006.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -203174.703125 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -203174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -203279.484375 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -203279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -203354.031250 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -203354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -203363.218750 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -203363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -203364.640625 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -203364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -203364.640625 Penalty: 3633.927002
	Iteration 10F: 3 clusters Score -203364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 98630 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 126414 members 
Mstep: Class 11 contains 116134 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20719 members 
Mstep: Class 17 contains 70812 members 
Mstep: Class 18 contains 53564 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55215 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107987 members 
Entering Unmasked Estep 
Score: -137765120.000000 Penalty: 85112.554688
Splitting cluster 6 changes total score from -137763392.000000 to -137765120.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (98630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Entering Unmasked Estep 
Score: -15320060.000000 Penalty: 2851.784424
	Iteration 0F: 2 clusters Score -1.532006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -15255953.000000 Penalty: 5703.568848
	Iteration 0F: 3 clusters Score -1.525595e+07 nChanged 46679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -15282456.000000 Penalty: 5703.568848
	Iteration 1F: 3 clusters Score -1.528246e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -15283189.000000 Penalty: 5703.568848
	Iteration 2Q: 3 clusters Score -1.528319e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -15283917.000000 Penalty: 5703.568848
	Iteration 3Q: 3 clusters Score -1.528392e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -15284866.000000 Penalty: 5703.568848
	Iteration 4Q: 3 clusters Score -1.528487e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -15285897.000000 Penalty: 5703.568848
	Iteration 5Q: 3 clusters Score -1.52859e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -15287422.000000 Penalty: 5703.568848
	Iteration 6Q: 3 clusters Score -1.528742e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -15289188.000000 Penalty: 5703.568848
	Iteration 7Q: 3 clusters Score -1.528919e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -15291379.000000 Penalty: 5703.568848
	Iteration 8Q: 3 clusters Score -1.529138e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -15294180.000000 Penalty: 5703.568848
	Iteration 9Q: 3 clusters Score -1.529418e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -15297466.000000 Penalty: 5703.568848
	Iteration 10F: 3 clusters Score -1.529747e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -15301209.000000 Penalty: 5703.568848
	Iteration 11F: 3 clusters Score -1.530121e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -15304733.000000 Penalty: 5703.568848
	Iteration 12Q: 3 clusters Score -1.530473e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -15307145.000000 Penalty: 5703.568848
	Iteration 13Q: 3 clusters Score -1.530714e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -15308669.000000 Penalty: 5703.568848
	Iteration 14Q: 3 clusters Score -1.530867e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -15309787.000000 Penalty: 5703.568848
	Iteration 15Q: 3 clusters Score -1.530979e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -15310647.000000 Penalty: 5703.568848
	Iteration 16Q: 3 clusters Score -1.531065e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -15311466.000000 Penalty: 5703.568848
	Iteration 17Q: 3 clusters Score -1.531147e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -15312331.000000 Penalty: 5703.568848
	Iteration 18Q: 3 clusters Score -1.531233e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -15313131.000000 Penalty: 5703.568848
	Iteration 19Q: 3 clusters Score -1.531313e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -15313871.000000 Penalty: 5703.568848
	Iteration 20F: 3 clusters Score -1.531387e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -15314486.000000 Penalty: 5703.568848
	Iteration 21Q: 3 clusters Score -1.531449e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -15315148.000000 Penalty: 5703.568848
	Iteration 22Q: 3 clusters Score -1.531515e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -15315840.000000 Penalty: 5703.568848
	Iteration 23Q: 3 clusters Score -1.531584e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -15316334.000000 Penalty: 5703.568848
	Iteration 24Q: 3 clusters Score -1.531633e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -15316722.000000 Penalty: 5703.568848
	Iteration 25Q: 3 clusters Score -1.531672e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -15317011.000000 Penalty: 5703.568848
	Iteration 26Q: 3 clusters Score -1.531701e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -15317197.000000 Penalty: 5703.568848
	Iteration 27Q: 3 clusters Score -1.53172e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 96679 members 
Entering Unmasked Estep 
Score: -15317421.000000 Penalty: 5703.568848
	Iteration 28Q: 3 clusters Score -1.531742e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -15317516.000000 Penalty: 5703.568848
	Iteration 29Q: 3 clusters Score -1.531752e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -15317594.000000 Penalty: 5703.568848
	Iteration 30Q: 3 clusters Score -1.531759e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -15317685.000000 Penalty: 5703.568848
	Iteration 31Q: 3 clusters Score -1.531768e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -15317695.000000 Penalty: 5703.568848
	Iteration 32Q: 3 clusters Score -1.53177e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -15317745.000000 Penalty: 5703.568848
	Iteration 33Q: 3 clusters Score -1.531774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -15317750.000000 Penalty: 5703.568848
	Iteration 34Q: 3 clusters Score -1.531775e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -15317754.000000 Penalty: 5703.568848
	Iteration 35Q: 3 clusters Score -1.531775e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -15317777.000000 Penalty: 5703.568848
	Iteration 36Q: 3 clusters Score -1.531778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -15317802.000000 Penalty: 5703.568848
	Iteration 37Q: 3 clusters Score -1.53178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -15317825.000000 Penalty: 5703.568848
	Iteration 38Q: 3 clusters Score -1.531782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -15317839.000000 Penalty: 5703.568848
	Iteration 39Q: 3 clusters Score -1.531784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -15317841.000000 Penalty: 5703.568848
	Iteration 40F: 3 clusters Score -1.531784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -15317848.000000 Penalty: 5703.568848
	Iteration 41Q: 3 clusters Score -1.531785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -15317844.000000 Penalty: 5703.568848
	Iteration 42Q: 3 clusters Score -1.531784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -15317840.000000 Penalty: 5703.568848
	Iteration 43Q: 3 clusters Score -1.531784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -15317845.000000 Penalty: 5703.568848
	Iteration 44Q: 3 clusters Score -1.531784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 97866 members 
Entering Unmasked Estep 
Score: -15317851.000000 Penalty: 5703.568848
	Iteration 45Q: 3 clusters Score -1.531785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -15317847.000000 Penalty: 5703.568848
	Iteration 46Q: 3 clusters Score -1.531785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -15317861.000000 Penalty: 5703.568848
	Iteration 47Q: 3 clusters Score -1.531786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -15317853.000000 Penalty: 5703.568848
	Iteration 48Q: 3 clusters Score -1.531785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -15317854.000000 Penalty: 5703.568848
	Iteration 49Q: 3 clusters Score -1.531785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -15317848.000000 Penalty: 5703.568848
	Iteration 50Q: 3 clusters Score -1.531785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -15317853.000000 Penalty: 5703.568848
	Iteration 51Q: 3 clusters Score -1.531785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -15317854.000000 Penalty: 5703.568848
	Iteration 52Q: 3 clusters Score -1.531785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -15317844.000000 Penalty: 5703.568848
	Iteration 53Q: 3 clusters Score -1.531784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -15317856.000000 Penalty: 5703.568848
	Iteration 54Q: 3 clusters Score -1.531786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -15317855.000000 Penalty: 5703.568848
	Iteration 55Q: 3 clusters Score -1.531786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -15317852.000000 Penalty: 5703.568848
	Iteration 56Q: 3 clusters Score -1.531785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -15317866.000000 Penalty: 5703.568848
	Iteration 57Q: 3 clusters Score -1.531787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -15317868.000000 Penalty: 5703.568848
	Iteration 58Q: 3 clusters Score -1.531787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -15317863.000000 Penalty: 5703.568848
	Iteration 59Q: 3 clusters Score -1.531786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -15317864.000000 Penalty: 5703.568848
	Iteration 60F: 3 clusters Score -1.531786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -15317866.000000 Penalty: 5703.568848
	Iteration 61Q: 3 clusters Score -1.531787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -15317871.000000 Penalty: 5703.568848
	Iteration 62Q: 3 clusters Score -1.531787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -15317871.000000 Penalty: 5703.568848
	Iteration 63F: 3 clusters Score -1.531787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -172072.437500 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -172072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -169986.625000 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -169986.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -170490.046875 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -170490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -170714.812500 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -170714.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170883.515625 Penalty: 3600.172607
	Iteration 3F: 3 clusters Score -170883.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -171133.703125 Penalty: 3600.172607
	Iteration 4F: 3 clusters Score -171133.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171510.531250 Penalty: 3600.172607
	Iteration 5F: 3 clusters Score -171510.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172091.828125 Penalty: 3600.172607
	Iteration 6F: 3 clusters Score -172091.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -172661.265625 Penalty: 3600.172607
	Iteration 7F: 3 clusters Score -172661.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -172998.906250 Penalty: 3600.172607
	Iteration 8F: 3 clusters Score -172998.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -173136.406250 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -173136.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -173197.265625 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -173197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -173231.156250 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -173231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -173244.484375 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -173244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -173253.484375 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -173253.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -173254.390625 Penalty: 3600.172607
	Iteration 14F: 3 clusters Score -173254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -173256.078125 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -173256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173257.421875 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -173257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173257.421875 Penalty: 3600.172607
	Iteration 17F: 3 clusters Score -173257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 98630 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 126414 members 
Mstep: Class 11 contains 116134 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20719 members 
Mstep: Class 17 contains 70812 members 
Mstep: Class 18 contains 53564 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55215 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107987 members 
Mstep: Class 26 contains 1251 members 
Entering Unmasked Estep 
Score: -137764704.000000 Penalty: 88517.062500
Splitting cluster 8 changes total score from -137763392.000000 to -137764704.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (36545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Entering Unmasked Estep 
Score: -5602187.500000 Penalty: 2605.562500
	Iteration 0F: 2 clusters Score -5602188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5577319.000000 Penalty: 5211.125000
	Iteration 0F: 3 clusters Score -5577319 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5586268.500000 Penalty: 5211.125000
	Iteration 1F: 3 clusters Score -5586268 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5586825.500000 Penalty: 5211.125000
	Iteration 2Q: 3 clusters Score -5586826 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5587539.000000 Penalty: 5211.125000
	Iteration 3Q: 3 clusters Score -5587539 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -5588543.500000 Penalty: 5211.125000
	Iteration 4F: 3 clusters Score -5588544 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5590156.000000 Penalty: 5211.125000
	Iteration 5F: 3 clusters Score -5590156 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -5592450.000000 Penalty: 5211.125000
	Iteration 6F: 3 clusters Score -5592450 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5595025.500000 Penalty: 5211.125000
	Iteration 7F: 3 clusters Score -5595026 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5597179.500000 Penalty: 5211.125000
	Iteration 8F: 3 clusters Score -5597180 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5598651.000000 Penalty: 5211.125000
	Iteration 9Q: 3 clusters Score -5598651 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5599394.000000 Penalty: 5211.125000
	Iteration 10Q: 3 clusters Score -5599394 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5599712.000000 Penalty: 5211.125000
	Iteration 11Q: 3 clusters Score -5599712 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5599828.500000 Penalty: 5211.125000
	Iteration 12Q: 3 clusters Score -5599828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5599897.000000 Penalty: 5211.125000
	Iteration 13Q: 3 clusters Score -5599897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5599929.500000 Penalty: 5211.125000
	Iteration 14Q: 3 clusters Score -5599930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5599983.000000 Penalty: 5211.125000
	Iteration 15Q: 3 clusters Score -5599983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5599992.000000 Penalty: 5211.125000
	Iteration 16Q: 3 clusters Score -5599992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5600011.000000 Penalty: 5211.125000
	Iteration 17Q: 3 clusters Score -5600011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5600032.000000 Penalty: 5211.125000
	Iteration 18Q: 3 clusters Score -5600032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5600047.500000 Penalty: 5211.125000
	Iteration 19Q: 3 clusters Score -5600048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5600066.000000 Penalty: 5211.125000
	Iteration 20F: 3 clusters Score -5600066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5600079.000000 Penalty: 5211.125000
	Iteration 21Q: 3 clusters Score -5600079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5600089.000000 Penalty: 5211.125000
	Iteration 22Q: 3 clusters Score -5600089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5600085.000000 Penalty: 5211.125000
	Iteration 23Q: 3 clusters Score -5600085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5600081.000000 Penalty: 5211.125000
	Iteration 24Q: 3 clusters Score -5600081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5600081.000000 Penalty: 5211.125000
	Iteration 25Q: 3 clusters Score -5600081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5600082.500000 Penalty: 5211.125000
	Iteration 26Q: 3 clusters Score -5600082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5600095.000000 Penalty: 5211.125000
	Iteration 27Q: 3 clusters Score -5600095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5600087.000000 Penalty: 5211.125000
	Iteration 28Q: 3 clusters Score -5600087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5600093.500000 Penalty: 5211.125000
	Iteration 29Q: 3 clusters Score -5600094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5600091.000000 Penalty: 5211.125000
	Iteration 30Q: 3 clusters Score -5600091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5600100.000000 Penalty: 5211.125000
	Iteration 31Q: 3 clusters Score -5600100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5600115.000000 Penalty: 5211.125000
	Iteration 32Q: 3 clusters Score -5600115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5600117.000000 Penalty: 5211.125000
	Iteration 33Q: 3 clusters Score -5600117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5600125.500000 Penalty: 5211.125000
	Iteration 34Q: 3 clusters Score -5600126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5600130.000000 Penalty: 5211.125000
	Iteration 35Q: 3 clusters Score -5600130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5600129.000000 Penalty: 5211.125000
	Iteration 36Q: 3 clusters Score -5600129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5600135.000000 Penalty: 5211.125000
	Iteration 37Q: 3 clusters Score -5600135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5600130.500000 Penalty: 5211.125000
	Iteration 38Q: 3 clusters Score -5600130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5600128.500000 Penalty: 5211.125000
	Iteration 39Q: 3 clusters Score -5600128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5600141.000000 Penalty: 5211.125000
	Iteration 40F: 3 clusters Score -5600141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5600142.000000 Penalty: 5211.125000
	Iteration 41Q: 3 clusters Score -5600142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5600147.500000 Penalty: 5211.125000
	Iteration 42Q: 3 clusters Score -5600148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5600141.000000 Penalty: 5211.125000
	Iteration 43Q: 3 clusters Score -5600141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5600134.000000 Penalty: 5211.125000
	Iteration 44Q: 3 clusters Score -5600134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5600134.000000 Penalty: 5211.125000
	Iteration 45F: 3 clusters Score -5600134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Entering Unmasked Estep 
Score: -19442254.000000 Penalty: 2913.334717
	Iteration 0F: 2 clusters Score -1.944225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -19363238.000000 Penalty: 5826.669434
	Iteration 0F: 3 clusters Score -1.936324e+07 nChanged 60306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -19397864.000000 Penalty: 5826.669434
	Iteration 1F: 3 clusters Score -1.939786e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -19398828.000000 Penalty: 5826.669434
	Iteration 2Q: 3 clusters Score -1.939883e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -19400082.000000 Penalty: 5826.669434
	Iteration 3Q: 3 clusters Score -1.940008e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -19401970.000000 Penalty: 5826.669434
	Iteration 4Q: 3 clusters Score -1.940197e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -19404960.000000 Penalty: 5826.669434
	Iteration 5Q: 3 clusters Score -1.940496e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -19410024.000000 Penalty: 5826.669434
	Iteration 6F: 3 clusters Score -1.941002e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -19417446.000000 Penalty: 5826.669434
	Iteration 7F: 3 clusters Score -1.941745e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -19426844.000000 Penalty: 5826.669434
	Iteration 8F: 3 clusters Score -1.942684e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -19434830.000000 Penalty: 5826.669434
	Iteration 9F: 3 clusters Score -1.943483e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -19438852.000000 Penalty: 5826.669434
	Iteration 10Q: 3 clusters Score -1.943885e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -19440192.000000 Penalty: 5826.669434
	Iteration 11Q: 3 clusters Score -1.944019e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -19440728.000000 Penalty: 5826.669434
	Iteration 12Q: 3 clusters Score -1.944073e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -19441078.000000 Penalty: 5826.669434
	Iteration 13Q: 3 clusters Score -1.944108e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -19441392.000000 Penalty: 5826.669434
	Iteration 14Q: 3 clusters Score -1.944139e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -19441542.000000 Penalty: 5826.669434
	Iteration 15Q: 3 clusters Score -1.944154e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -19441614.000000 Penalty: 5826.669434
	Iteration 16Q: 3 clusters Score -1.944161e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -19441682.000000 Penalty: 5826.669434
	Iteration 17Q: 3 clusters Score -1.944168e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -19441670.000000 Penalty: 5826.669434
	Iteration 18Q: 3 clusters Score -1.944167e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -19441776.000000 Penalty: 5826.669434
	Iteration 19Q: 3 clusters Score -1.944178e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -19441760.000000 Penalty: 5826.669434
	Iteration 20F: 3 clusters Score -1.944176e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -19441786.000000 Penalty: 5826.669434
	Iteration 21Q: 3 clusters Score -1.944179e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -19441748.000000 Penalty: 5826.669434
	Iteration 22Q: 3 clusters Score -1.944175e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -19441692.000000 Penalty: 5826.669434
	Iteration 23Q: 3 clusters Score -1.944169e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 120132 members 
Entering Unmasked Estep 
Score: -19441546.000000 Penalty: 5826.669434
	Iteration 24Q: 3 clusters Score -1.944155e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -19441500.000000 Penalty: 5826.669434
	Iteration 25Q: 3 clusters Score -1.94415e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -19441384.000000 Penalty: 5826.669434
	Iteration 26Q: 3 clusters Score -1.944138e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -19441380.000000 Penalty: 5826.669434
	Iteration 27Q: 3 clusters Score -1.944138e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -19441378.000000 Penalty: 5826.669434
	Iteration 28Q: 3 clusters Score -1.944138e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -19441314.000000 Penalty: 5826.669434
	Iteration 29Q: 3 clusters Score -1.944131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 122664 members 
Entering Unmasked Estep 
Score: -19441298.000000 Penalty: 5826.669434
	Iteration 30Q: 3 clusters Score -1.94413e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -19441290.000000 Penalty: 5826.669434
	Iteration 31Q: 3 clusters Score -1.944129e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -19441208.000000 Penalty: 5826.669434
	Iteration 32Q: 3 clusters Score -1.944121e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -19441212.000000 Penalty: 5826.669434
	Iteration 33Q: 3 clusters Score -1.944121e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -19441242.000000 Penalty: 5826.669434
	Iteration 34Q: 3 clusters Score -1.944124e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -19441246.000000 Penalty: 5826.669434
	Iteration 35Q: 3 clusters Score -1.944125e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -19441226.000000 Penalty: 5826.669434
	Iteration 36Q: 3 clusters Score -1.944123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -19441210.000000 Penalty: 5826.669434
	Iteration 37Q: 3 clusters Score -1.944121e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -19441186.000000 Penalty: 5826.669434
	Iteration 38Q: 3 clusters Score -1.944119e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -19441176.000000 Penalty: 5826.669434
	Iteration 39Q: 3 clusters Score -1.944118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 124063 members 
Entering Unmasked Estep 
Score: -19441176.000000 Penalty: 5826.669434
	Iteration 40F: 3 clusters Score -1.944118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -19441132.000000 Penalty: 5826.669434
	Iteration 41Q: 3 clusters Score -1.944113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -19441122.000000 Penalty: 5826.669434
	Iteration 42Q: 3 clusters Score -1.944112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -19441096.000000 Penalty: 5826.669434
	Iteration 43Q: 3 clusters Score -1.94411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -19441076.000000 Penalty: 5826.669434
	Iteration 44Q: 3 clusters Score -1.944108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -19441072.000000 Penalty: 5826.669434
	Iteration 45Q: 3 clusters Score -1.944107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 124304 members 
Entering Unmasked Estep 
Score: -19441048.000000 Penalty: 5826.669434
	Iteration 46Q: 3 clusters Score -1.944105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -19441022.000000 Penalty: 5826.669434
	Iteration 47Q: 3 clusters Score -1.944102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -19441024.000000 Penalty: 5826.669434
	Iteration 48Q: 3 clusters Score -1.944102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 124379 members 
Entering Unmasked Estep 
Score: -19441032.000000 Penalty: 5826.669434
	Iteration 49Q: 3 clusters Score -1.944103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -19441028.000000 Penalty: 5826.669434
	Iteration 50Q: 3 clusters Score -1.944103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -19440994.000000 Penalty: 5826.669434
	Iteration 51Q: 3 clusters Score -1.944099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -19441012.000000 Penalty: 5826.669434
	Iteration 52Q: 3 clusters Score -1.944101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 124460 members 
Entering Unmasked Estep 
Score: -19440976.000000 Penalty: 5826.669434
	Iteration 53Q: 3 clusters Score -1.944098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -19440954.000000 Penalty: 5826.669434
	Iteration 54Q: 3 clusters Score -1.944095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 124496 members 
Entering Unmasked Estep 
Score: -19440972.000000 Penalty: 5826.669434
	Iteration 55Q: 3 clusters Score -1.944097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -19440952.000000 Penalty: 5826.669434
	Iteration 56Q: 3 clusters Score -1.944095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -19440980.000000 Penalty: 5826.669434
	Iteration 57Q: 3 clusters Score -1.944098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 124548 members 
Entering Unmasked Estep 
Score: -19441002.000000 Penalty: 5826.669434
	Iteration 58Q: 3 clusters Score -1.9441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -19440980.000000 Penalty: 5826.669434
	Iteration 59Q: 3 clusters Score -1.944098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -19440998.000000 Penalty: 5826.669434
	Iteration 60F: 3 clusters Score -1.9441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 124583 members 
Entering Unmasked Estep 
Score: -19440964.000000 Penalty: 5826.669434
	Iteration 61Q: 3 clusters Score -1.944096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -19440960.000000 Penalty: 5826.669434
	Iteration 62Q: 3 clusters Score -1.944096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -19440968.000000 Penalty: 5826.669434
	Iteration 63Q: 3 clusters Score -1.944097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -19440950.000000 Penalty: 5826.669434
	Iteration 64Q: 3 clusters Score -1.944095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -19440952.000000 Penalty: 5826.669434
	Iteration 65Q: 3 clusters Score -1.944095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -19440944.000000 Penalty: 5826.669434
	Iteration 66Q: 3 clusters Score -1.944094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -19440942.000000 Penalty: 5826.669434
	Iteration 67Q: 3 clusters Score -1.944094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -19440934.000000 Penalty: 5826.669434
	Iteration 68Q: 3 clusters Score -1.944093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -19440934.000000 Penalty: 5826.669434
	Iteration 69Q: 3 clusters Score -1.944093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 124702 members 
Entering Unmasked Estep 
Score: -19440910.000000 Penalty: 5826.669434
	Iteration 70Q: 3 clusters Score -1.944091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -19440892.000000 Penalty: 5826.669434
	Iteration 71Q: 3 clusters Score -1.944089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -19440888.000000 Penalty: 5826.669434
	Iteration 72Q: 3 clusters Score -1.944089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -19440918.000000 Penalty: 5826.669434
	Iteration 73Q: 3 clusters Score -1.944092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -19440904.000000 Penalty: 5826.669434
	Iteration 74Q: 3 clusters Score -1.94409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -19440900.000000 Penalty: 5826.669434
	Iteration 75Q: 3 clusters Score -1.94409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
Score: -19440884.000000 Penalty: 5826.669434
	Iteration 76Q: 3 clusters Score -1.944088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 124788 members 
Entering Unmasked Estep 
Score: -19440872.000000 Penalty: 5826.669434
	Iteration 77Q: 3 clusters Score -1.944087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -19440868.000000 Penalty: 5826.669434
	Iteration 78Q: 3 clusters Score -1.944087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -19440840.000000 Penalty: 5826.669434
	Iteration 79Q: 3 clusters Score -1.944084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -19440860.000000 Penalty: 5826.669434
	Iteration 80F: 3 clusters Score -1.944086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -19440848.000000 Penalty: 5826.669434
	Iteration 81Q: 3 clusters Score -1.944085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -19440828.000000 Penalty: 5826.669434
	Iteration 82Q: 3 clusters Score -1.944083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -19440812.000000 Penalty: 5826.669434
	Iteration 83Q: 3 clusters Score -1.944081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 124833 members 
Entering Unmasked Estep 
Score: -19440806.000000 Penalty: 5826.669434
	Iteration 84Q: 3 clusters Score -1.944081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -19440802.000000 Penalty: 5826.669434
	Iteration 85Q: 3 clusters Score -1.94408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -19440794.000000 Penalty: 5826.669434
	Iteration 86Q: 3 clusters Score -1.944079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -19440810.000000 Penalty: 5826.669434
	Iteration 87Q: 3 clusters Score -1.944081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -19440818.000000 Penalty: 5826.669434
	Iteration 88Q: 3 clusters Score -1.944082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -19440792.000000 Penalty: 5826.669434
	Iteration 89Q: 3 clusters Score -1.944079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 124880 members 
Entering Unmasked Estep 
Score: -19440804.000000 Penalty: 5826.669434
	Iteration 90Q: 3 clusters Score -1.94408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -19440804.000000 Penalty: 5826.669434
	Iteration 91Q: 3 clusters Score -1.94408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -19440804.000000 Penalty: 5826.669434
	Iteration 92Q: 3 clusters Score -1.94408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -19440810.000000 Penalty: 5826.669434
	Iteration 93Q: 3 clusters Score -1.944081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 124890 members 
Entering Unmasked Estep 
Score: -19440810.000000 Penalty: 5826.669434
	Iteration 94Q: 3 clusters Score -1.944081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -19440796.000000 Penalty: 5826.669434
	Iteration 95Q: 3 clusters Score -1.94408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -19440780.000000 Penalty: 5826.669434
	Iteration 96Q: 3 clusters Score -1.944078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -19440786.000000 Penalty: 5826.669434
	Iteration 97Q: 3 clusters Score -1.944079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -19440802.000000 Penalty: 5826.669434
	Iteration 98Q: 3 clusters Score -1.94408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -19440810.000000 Penalty: 5826.669434
	Iteration 99Q: 3 clusters Score -1.944081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -19440800.000000 Penalty: 5826.669434
	Iteration 100F: 3 clusters Score -1.94408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -19440800.000000 Penalty: 5826.669434
	Iteration 101Q: 3 clusters Score -1.94408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -19440780.000000 Penalty: 5826.669434
	Iteration 102Q: 3 clusters Score -1.944078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -19440784.000000 Penalty: 5826.669434
	Iteration 103Q: 3 clusters Score -1.944078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -19440784.000000 Penalty: 5826.669434
	Iteration 104F: 3 clusters Score -1.944078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Entering Unmasked Estep 
Score: -17906372.000000 Penalty: 2892.300049
	Iteration 0F: 2 clusters Score -1.790637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -17833580.000000 Penalty: 5784.600098
	Iteration 0F: 3 clusters Score -1.783358e+07 nChanged 55228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -17865882.000000 Penalty: 5784.600098
	Iteration 1F: 3 clusters Score -1.786588e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -17867354.000000 Penalty: 5784.600098
	Iteration 2Q: 3 clusters Score -1.786735e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -17870136.000000 Penalty: 5784.600098
	Iteration 3Q: 3 clusters Score -1.787014e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -17874744.000000 Penalty: 5784.600098
	Iteration 4F: 3 clusters Score -1.787474e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -17881858.000000 Penalty: 5784.600098
	Iteration 5F: 3 clusters Score -1.788186e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -17891148.000000 Penalty: 5784.600098
	Iteration 6F: 3 clusters Score -1.789115e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -17898782.000000 Penalty: 5784.600098
	Iteration 7F: 3 clusters Score -1.789878e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -17902920.000000 Penalty: 5784.600098
	Iteration 8Q: 3 clusters Score -1.790292e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -17904494.000000 Penalty: 5784.600098
	Iteration 9Q: 3 clusters Score -1.790449e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -17905302.000000 Penalty: 5784.600098
	Iteration 10Q: 3 clusters Score -1.79053e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -17905714.000000 Penalty: 5784.600098
	Iteration 11Q: 3 clusters Score -1.790571e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -17905984.000000 Penalty: 5784.600098
	Iteration 12Q: 3 clusters Score -1.790598e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -17906246.000000 Penalty: 5784.600098
	Iteration 13Q: 3 clusters Score -1.790625e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -17906338.000000 Penalty: 5784.600098
	Iteration 14Q: 3 clusters Score -1.790634e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -17906408.000000 Penalty: 5784.600098
	Iteration 15Q: 3 clusters Score -1.790641e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -17906202.000000 Penalty: 5784.600098
	Iteration 16Q: 3 clusters Score -1.79062e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -17906218.000000 Penalty: 5784.600098
	Iteration 17Q: 3 clusters Score -1.790622e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -17906074.000000 Penalty: 5784.600098
	Iteration 18Q: 3 clusters Score -1.790607e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -17905996.000000 Penalty: 5784.600098
	Iteration 19Q: 3 clusters Score -1.7906e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -17905900.000000 Penalty: 5784.600098
	Iteration 20F: 3 clusters Score -1.79059e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -17905714.000000 Penalty: 5784.600098
	Iteration 21Q: 3 clusters Score -1.790571e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -17905634.000000 Penalty: 5784.600098
	Iteration 22Q: 3 clusters Score -1.790563e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -17905694.000000 Penalty: 5784.600098
	Iteration 23Q: 3 clusters Score -1.790569e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -17905610.000000 Penalty: 5784.600098
	Iteration 24Q: 3 clusters Score -1.790561e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -17905546.000000 Penalty: 5784.600098
	Iteration 25Q: 3 clusters Score -1.790555e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -17905484.000000 Penalty: 5784.600098
	Iteration 26Q: 3 clusters Score -1.790548e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -17905456.000000 Penalty: 5784.600098
	Iteration 27Q: 3 clusters Score -1.790546e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -17905418.000000 Penalty: 5784.600098
	Iteration 28Q: 3 clusters Score -1.790542e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -17905354.000000 Penalty: 5784.600098
	Iteration 29Q: 3 clusters Score -1.790535e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -17905318.000000 Penalty: 5784.600098
	Iteration 30Q: 3 clusters Score -1.790532e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -17905306.000000 Penalty: 5784.600098
	Iteration 31Q: 3 clusters Score -1.790531e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -17905272.000000 Penalty: 5784.600098
	Iteration 32Q: 3 clusters Score -1.790527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -17905232.000000 Penalty: 5784.600098
	Iteration 33Q: 3 clusters Score -1.790523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -17905220.000000 Penalty: 5784.600098
	Iteration 34Q: 3 clusters Score -1.790522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -17905206.000000 Penalty: 5784.600098
	Iteration 35Q: 3 clusters Score -1.790521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -17905200.000000 Penalty: 5784.600098
	Iteration 36Q: 3 clusters Score -1.79052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -17905176.000000 Penalty: 5784.600098
	Iteration 37Q: 3 clusters Score -1.790518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -17905168.000000 Penalty: 5784.600098
	Iteration 38Q: 3 clusters Score -1.790517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -17905164.000000 Penalty: 5784.600098
	Iteration 39Q: 3 clusters Score -1.790516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 114654 members 
Entering Unmasked Estep 
Score: -17905150.000000 Penalty: 5784.600098
	Iteration 40F: 3 clusters Score -1.790515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -17905136.000000 Penalty: 5784.600098
	Iteration 41Q: 3 clusters Score -1.790514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -17905122.000000 Penalty: 5784.600098
	Iteration 42Q: 3 clusters Score -1.790512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -17905122.000000 Penalty: 5784.600098
	Iteration 43Q: 3 clusters Score -1.790512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -17905124.000000 Penalty: 5784.600098
	Iteration 44Q: 3 clusters Score -1.790512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -17905118.000000 Penalty: 5784.600098
	Iteration 45Q: 3 clusters Score -1.790512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -17905120.000000 Penalty: 5784.600098
	Iteration 46Q: 3 clusters Score -1.790512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -17905090.000000 Penalty: 5784.600098
	Iteration 47Q: 3 clusters Score -1.790509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -17905082.000000 Penalty: 5784.600098
	Iteration 48Q: 3 clusters Score -1.790508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -17905100.000000 Penalty: 5784.600098
	Iteration 49Q: 3 clusters Score -1.79051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -17905074.000000 Penalty: 5784.600098
	Iteration 50Q: 3 clusters Score -1.790507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -17905082.000000 Penalty: 5784.600098
	Iteration 51Q: 3 clusters Score -1.790508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -17905074.000000 Penalty: 5784.600098
	Iteration 52Q: 3 clusters Score -1.790507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -17905062.000000 Penalty: 5784.600098
	Iteration 53Q: 3 clusters Score -1.790506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -17905050.000000 Penalty: 5784.600098
	Iteration 54Q: 3 clusters Score -1.790505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -17905052.000000 Penalty: 5784.600098
	Iteration 55Q: 3 clusters Score -1.790505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 114862 members 
Entering Unmasked Estep 
Score: -17905064.000000 Penalty: 5784.600098
	Iteration 56Q: 3 clusters Score -1.790506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -17905058.000000 Penalty: 5784.600098
	Iteration 57Q: 3 clusters Score -1.790506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -17905054.000000 Penalty: 5784.600098
	Iteration 58Q: 3 clusters Score -1.790505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -17905060.000000 Penalty: 5784.600098
	Iteration 59Q: 3 clusters Score -1.790506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -17905056.000000 Penalty: 5784.600098
	Iteration 60F: 3 clusters Score -1.790506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -17905054.000000 Penalty: 5784.600098
	Iteration 61Q: 3 clusters Score -1.790505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -17905048.000000 Penalty: 5784.600098
	Iteration 62Q: 3 clusters Score -1.790505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -17905048.000000 Penalty: 5784.600098
	Iteration 63F: 3 clusters Score -1.790505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -2320452.000000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -2320452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2309535.500000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -2309536 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2313054.500000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -2313054 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2313369.500000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -2313370 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2313581.500000 Penalty: 4771.683105
	Iteration 3Q: 3 clusters Score -2313582 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2313761.250000 Penalty: 4771.683105
	Iteration 4Q: 3 clusters Score -2313761 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2313913.750000 Penalty: 4771.683105
	Iteration 5Q: 3 clusters Score -2313914 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2314088.000000 Penalty: 4771.683105
	Iteration 6Q: 3 clusters Score -2314088 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2314301.500000 Penalty: 4771.683105
	Iteration 7Q: 3 clusters Score -2314302 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2314570.500000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -2314570 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2314913.750000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -2314914 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2315383.500000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -2315384 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2315959.500000 Penalty: 4771.683105
	Iteration 11F: 3 clusters Score -2315960 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2316580.750000 Penalty: 4771.683105
	Iteration 12F: 3 clusters Score -2316581 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2317191.500000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -2317192 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2317633.000000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -2317633 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2317940.750000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -2317941 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2318134.250000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -2318134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2318251.250000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -2318251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2318305.500000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -2318306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2318343.500000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -2318344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2318359.500000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -2318360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2318374.750000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -2318375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2318390.000000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -2318390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2318392.250000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -2318392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2318397.750000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -2318398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2318400.500000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -2318400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2318407.250000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -2318407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2318410.000000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -2318410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2318412.750000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -2318413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2318415.750000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -2318416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2318421.000000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -2318421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2318422.750000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -2318423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2318435.250000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -2318435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2318439.000000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -2318439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2318441.250000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -2318441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2318445.000000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -2318445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2318444.250000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -2318444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2318448.750000 Penalty: 4771.683105
	Iteration 37Q: 3 clusters Score -2318449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2318453.750000 Penalty: 4771.683105
	Iteration 38Q: 3 clusters Score -2318454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2318459.500000 Penalty: 4771.683105
	Iteration 39Q: 3 clusters Score -2318460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2318461.250000 Penalty: 4771.683105
	Iteration 40F: 3 clusters Score -2318461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -765289.625000 Penalty: 2122.514648
	Iteration 0F: 2 clusters Score -765289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -760653.562500 Penalty: 4245.029297
	Iteration 0F: 3 clusters Score -760653.6 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -761884.312500 Penalty: 4245.029297
	Iteration 1F: 3 clusters Score -761884.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -762207.875000 Penalty: 4245.029297
	Iteration 2F: 3 clusters Score -762207.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -762412.062500 Penalty: 4245.029297
	Iteration 3F: 3 clusters Score -762412.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -762589.062500 Penalty: 4245.029297
	Iteration 4Q: 3 clusters Score -762589.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -762784.500000 Penalty: 4245.029297
	Iteration 5Q: 3 clusters Score -762784.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -763040.750000 Penalty: 4245.029297
	Iteration 6F: 3 clusters Score -763040.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -763372.187500 Penalty: 4245.029297
	Iteration 7F: 3 clusters Score -763372.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -763762.500000 Penalty: 4245.029297
	Iteration 8F: 3 clusters Score -763762.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -764085.562500 Penalty: 4245.029297
	Iteration 9F: 3 clusters Score -764085.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -764300.125000 Penalty: 4245.029297
	Iteration 10Q: 3 clusters Score -764300.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -764414.062500 Penalty: 4245.029297
	Iteration 11Q: 3 clusters Score -764414.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -764477.562500 Penalty: 4245.029297
	Iteration 12Q: 3 clusters Score -764477.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -764513.125000 Penalty: 4245.029297
	Iteration 13Q: 3 clusters Score -764513.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -764531.312500 Penalty: 4245.029297
	Iteration 14Q: 3 clusters Score -764531.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -764544.000000 Penalty: 4245.029297
	Iteration 15Q: 3 clusters Score -764544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -764551.437500 Penalty: 4245.029297
	Iteration 16Q: 3 clusters Score -764551.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -764554.437500 Penalty: 4245.029297
	Iteration 17Q: 3 clusters Score -764554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -764556.625000 Penalty: 4245.029297
	Iteration 18Q: 3 clusters Score -764556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -764557.812500 Penalty: 4245.029297
	Iteration 19Q: 3 clusters Score -764557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -764561.437500 Penalty: 4245.029297
	Iteration 20F: 3 clusters Score -764561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -764560.625000 Penalty: 4245.029297
	Iteration 21Q: 3 clusters Score -764560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -764560.625000 Penalty: 4245.029297
	Iteration 22F: 3 clusters Score -764560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -87355.468750 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -87355.47 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 332 members 
Entering Unmasked Estep 
Score: -85759.757812 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -85759.76 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86309.273438 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -86309.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86974.726562 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -86974.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87774.796875 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -87774.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -88749.289062 Penalty: 3236.414795
	Iteration 4F: 3 clusters Score -88749.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -89096.117188 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -89096.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -89137.359375 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -89137.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -89154.804688 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -89154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -89159.585938 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -89159.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -89164.148438 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -89164.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89172.851562 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -89172.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89172.851562 Penalty: 3236.414795
	Iteration 11F: 3 clusters Score -89172.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 98630 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 126414 members 
Mstep: Class 11 contains 116134 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 20719 members 
Mstep: Class 17 contains 70812 members 
Mstep: Class 18 contains 53564 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55215 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107987 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 153 members 
Entering Unmasked Estep 
Score: -137764832.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137763392.000000 to -137764832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (20719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Entering Unmasked Estep 
Score: -3154978.750000 Penalty: 2464.823975
	Iteration 0F: 2 clusters Score -3154979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3140477.500000 Penalty: 4929.647949
	Iteration 0F: 3 clusters Score -3140478 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3145383.000000 Penalty: 4929.647949
	Iteration 1F: 3 clusters Score -3145383 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3145792.000000 Penalty: 4929.647949
	Iteration 2F: 3 clusters Score -3145792 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3146189.750000 Penalty: 4929.647949
	Iteration 3Q: 3 clusters Score -3146190 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3146567.500000 Penalty: 4929.647949
	Iteration 4Q: 3 clusters Score -3146568 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3146904.250000 Penalty: 4929.647949
	Iteration 5Q: 3 clusters Score -3146904 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3147208.500000 Penalty: 4929.647949
	Iteration 6Q: 3 clusters Score -3147208 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3147507.250000 Penalty: 4929.647949
	Iteration 7Q: 3 clusters Score -3147507 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3147874.000000 Penalty: 4929.647949
	Iteration 8Q: 3 clusters Score -3147874 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3148336.750000 Penalty: 4929.647949
	Iteration 9Q: 3 clusters Score -3148337 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3148936.250000 Penalty: 4929.647949
	Iteration 10Q: 3 clusters Score -3148936 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3149703.750000 Penalty: 4929.647949
	Iteration 11Q: 3 clusters Score -3149704 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3150473.500000 Penalty: 4929.647949
	Iteration 12Q: 3 clusters Score -3150474 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3151088.250000 Penalty: 4929.647949
	Iteration 13Q: 3 clusters Score -3151088 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3151571.500000 Penalty: 4929.647949
	Iteration 14Q: 3 clusters Score -3151572 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3151940.500000 Penalty: 4929.647949
	Iteration 15Q: 3 clusters Score -3151940 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3152223.500000 Penalty: 4929.647949
	Iteration 16Q: 3 clusters Score -3152224 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3152417.750000 Penalty: 4929.647949
	Iteration 17Q: 3 clusters Score -3152418 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3152585.250000 Penalty: 4929.647949
	Iteration 18Q: 3 clusters Score -3152585 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3152701.250000 Penalty: 4929.647949
	Iteration 19Q: 3 clusters Score -3152701 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3152802.250000 Penalty: 4929.647949
	Iteration 20F: 3 clusters Score -3152802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3152877.750000 Penalty: 4929.647949
	Iteration 21Q: 3 clusters Score -3152878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3152940.000000 Penalty: 4929.647949
	Iteration 22Q: 3 clusters Score -3152940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3152964.250000 Penalty: 4929.647949
	Iteration 23Q: 3 clusters Score -3152964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3152979.250000 Penalty: 4929.647949
	Iteration 24Q: 3 clusters Score -3152979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3152996.750000 Penalty: 4929.647949
	Iteration 25Q: 3 clusters Score -3152997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3153023.250000 Penalty: 4929.647949
	Iteration 26Q: 3 clusters Score -3153023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3153032.250000 Penalty: 4929.647949
	Iteration 27Q: 3 clusters Score -3153032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3153033.750000 Penalty: 4929.647949
	Iteration 28Q: 3 clusters Score -3153034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3153039.500000 Penalty: 4929.647949
	Iteration 29Q: 3 clusters Score -3153040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3153045.500000 Penalty: 4929.647949
	Iteration 30Q: 3 clusters Score -3153046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3153061.750000 Penalty: 4929.647949
	Iteration 31Q: 3 clusters Score -3153062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3153073.250000 Penalty: 4929.647949
	Iteration 32Q: 3 clusters Score -3153073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3153078.500000 Penalty: 4929.647949
	Iteration 33Q: 3 clusters Score -3153078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3153077.750000 Penalty: 4929.647949
	Iteration 34Q: 3 clusters Score -3153078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3153089.750000 Penalty: 4929.647949
	Iteration 35Q: 3 clusters Score -3153090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3153094.250000 Penalty: 4929.647949
	Iteration 36Q: 3 clusters Score -3153094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3153106.250000 Penalty: 4929.647949
	Iteration 37Q: 3 clusters Score -3153106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3153110.250000 Penalty: 4929.647949
	Iteration 38Q: 3 clusters Score -3153110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3153114.750000 Penalty: 4929.647949
	Iteration 39Q: 3 clusters Score -3153115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3153124.000000 Penalty: 4929.647949
	Iteration 40F: 3 clusters Score -3153124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3153122.250000 Penalty: 4929.647949
	Iteration 41Q: 3 clusters Score -3153122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3153121.750000 Penalty: 4929.647949
	Iteration 42Q: 3 clusters Score -3153122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3153126.500000 Penalty: 4929.647949
	Iteration 43Q: 3 clusters Score -3153126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3153126.750000 Penalty: 4929.647949
	Iteration 44Q: 3 clusters Score -3153127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3153133.000000 Penalty: 4929.647949
	Iteration 45Q: 3 clusters Score -3153133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3153133.250000 Penalty: 4929.647949
	Iteration 46Q: 3 clusters Score -3153133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3153134.750000 Penalty: 4929.647949
	Iteration 47Q: 3 clusters Score -3153135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3153131.750000 Penalty: 4929.647949
	Iteration 48Q: 3 clusters Score -3153132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3153133.500000 Penalty: 4929.647949
	Iteration 49Q: 3 clusters Score -3153134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3153137.750000 Penalty: 4929.647949
	Iteration 50Q: 3 clusters Score -3153138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3153131.750000 Penalty: 4929.647949
	Iteration 51Q: 3 clusters Score -3153132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3153134.500000 Penalty: 4929.647949
	Iteration 52Q: 3 clusters Score -3153134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3153139.750000 Penalty: 4929.647949
	Iteration 53Q: 3 clusters Score -3153140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3153140.250000 Penalty: 4929.647949
	Iteration 54Q: 3 clusters Score -3153140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3153140.250000 Penalty: 4929.647949
	Iteration 55F: 3 clusters Score -3153140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (70812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Entering Unmasked Estep 
Score: -10895965.000000 Penalty: 2769.610352
	Iteration 0F: 2 clusters Score -1.089596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -10848682.000000 Penalty: 5539.220703
	Iteration 0F: 3 clusters Score -1.084868e+07 nChanged 32938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -10867301.000000 Penalty: 5539.220703
	Iteration 1F: 3 clusters Score -1.08673e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -10868043.000000 Penalty: 5539.220703
	Iteration 2Q: 3 clusters Score -1.086804e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -10869109.000000 Penalty: 5539.220703
	Iteration 3Q: 3 clusters Score -1.086911e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -10870177.000000 Penalty: 5539.220703
	Iteration 4Q: 3 clusters Score -1.087018e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -10871782.000000 Penalty: 5539.220703
	Iteration 5Q: 3 clusters Score -1.087178e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -10873803.000000 Penalty: 5539.220703
	Iteration 6F: 3 clusters Score -1.08738e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -10876384.000000 Penalty: 5539.220703
	Iteration 7F: 3 clusters Score -1.087638e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -10879044.000000 Penalty: 5539.220703
	Iteration 8F: 3 clusters Score -1.087904e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -10881499.000000 Penalty: 5539.220703
	Iteration 9F: 3 clusters Score -1.08815e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -10883390.000000 Penalty: 5539.220703
	Iteration 10Q: 3 clusters Score -1.088339e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -10884675.000000 Penalty: 5539.220703
	Iteration 11Q: 3 clusters Score -1.088468e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -10885561.000000 Penalty: 5539.220703
	Iteration 12Q: 3 clusters Score -1.088556e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -10886133.000000 Penalty: 5539.220703
	Iteration 13Q: 3 clusters Score -1.088613e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -10886615.000000 Penalty: 5539.220703
	Iteration 14Q: 3 clusters Score -1.088662e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -10887033.000000 Penalty: 5539.220703
	Iteration 15Q: 3 clusters Score -1.088703e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -10887440.000000 Penalty: 5539.220703
	Iteration 16Q: 3 clusters Score -1.088744e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -10887861.000000 Penalty: 5539.220703
	Iteration 17Q: 3 clusters Score -1.088786e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -10888442.000000 Penalty: 5539.220703
	Iteration 18Q: 3 clusters Score -1.088844e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -10889009.000000 Penalty: 5539.220703
	Iteration 19Q: 3 clusters Score -1.088901e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -10889559.000000 Penalty: 5539.220703
	Iteration 20F: 3 clusters Score -1.088956e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -10890179.000000 Penalty: 5539.220703
	Iteration 21Q: 3 clusters Score -1.089018e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -10890687.000000 Penalty: 5539.220703
	Iteration 22Q: 3 clusters Score -1.089069e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -10891221.000000 Penalty: 5539.220703
	Iteration 23Q: 3 clusters Score -1.089122e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -10891714.000000 Penalty: 5539.220703
	Iteration 24Q: 3 clusters Score -1.089171e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -10892153.000000 Penalty: 5539.220703
	Iteration 25Q: 3 clusters Score -1.089215e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -10892533.000000 Penalty: 5539.220703
	Iteration 26Q: 3 clusters Score -1.089253e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -10892837.000000 Penalty: 5539.220703
	Iteration 27Q: 3 clusters Score -1.089284e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -10893033.000000 Penalty: 5539.220703
	Iteration 28Q: 3 clusters Score -1.089303e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -10893171.000000 Penalty: 5539.220703
	Iteration 29Q: 3 clusters Score -1.089317e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -10893271.000000 Penalty: 5539.220703
	Iteration 30Q: 3 clusters Score -1.089327e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -10893387.000000 Penalty: 5539.220703
	Iteration 31Q: 3 clusters Score -1.089339e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -10893467.000000 Penalty: 5539.220703
	Iteration 32Q: 3 clusters Score -1.089347e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -10893497.000000 Penalty: 5539.220703
	Iteration 33Q: 3 clusters Score -1.08935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -10893546.000000 Penalty: 5539.220703
	Iteration 34Q: 3 clusters Score -1.089355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -10893581.000000 Penalty: 5539.220703
	Iteration 35Q: 3 clusters Score -1.089358e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -10893608.000000 Penalty: 5539.220703
	Iteration 36Q: 3 clusters Score -1.089361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -10893634.000000 Penalty: 5539.220703
	Iteration 37Q: 3 clusters Score -1.089363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -10893660.000000 Penalty: 5539.220703
	Iteration 38Q: 3 clusters Score -1.089366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -10893669.000000 Penalty: 5539.220703
	Iteration 39Q: 3 clusters Score -1.089367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -10893686.000000 Penalty: 5539.220703
	Iteration 40F: 3 clusters Score -1.089369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -10893686.000000 Penalty: 5539.220703
	Iteration 41Q: 3 clusters Score -1.089369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -10893688.000000 Penalty: 5539.220703
	Iteration 42Q: 3 clusters Score -1.089369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -10893695.000000 Penalty: 5539.220703
	Iteration 43Q: 3 clusters Score -1.08937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -10893703.000000 Penalty: 5539.220703
	Iteration 44Q: 3 clusters Score -1.08937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -10893706.000000 Penalty: 5539.220703
	Iteration 45Q: 3 clusters Score -1.089371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -10893707.000000 Penalty: 5539.220703
	Iteration 46Q: 3 clusters Score -1.089371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -10893709.000000 Penalty: 5539.220703
	Iteration 47Q: 3 clusters Score -1.089371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -10893707.000000 Penalty: 5539.220703
	Iteration 48Q: 3 clusters Score -1.089371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -10893707.000000 Penalty: 5539.220703
	Iteration 49F: 3 clusters Score -1.089371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Entering Unmasked Estep 
Score: -7989996.500000 Penalty: 2700.380859
	Iteration 0F: 2 clusters Score -7989996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -7953973.500000 Penalty: 5400.761719
	Iteration 0F: 3 clusters Score -7953974 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7968464.000000 Penalty: 5400.761719
	Iteration 1F: 3 clusters Score -7968464 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -7969381.500000 Penalty: 5400.761719
	Iteration 2Q: 3 clusters Score -7969382 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -7970553.000000 Penalty: 5400.761719
	Iteration 3Q: 3 clusters Score -7970553 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -7972218.000000 Penalty: 5400.761719
	Iteration 4F: 3 clusters Score -7972218 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -7974380.000000 Penalty: 5400.761719
	Iteration 5F: 3 clusters Score -7974380 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -7976984.000000 Penalty: 5400.761719
	Iteration 6F: 3 clusters Score -7976984 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -7979161.500000 Penalty: 5400.761719
	Iteration 7F: 3 clusters Score -7979162 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -7981078.000000 Penalty: 5400.761719
	Iteration 8F: 3 clusters Score -7981078 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -7982697.500000 Penalty: 5400.761719
	Iteration 9F: 3 clusters Score -7982698 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -7984140.500000 Penalty: 5400.761719
	Iteration 10Q: 3 clusters Score -7984140 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -7985596.500000 Penalty: 5400.761719
	Iteration 11Q: 3 clusters Score -7985596 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -7986741.000000 Penalty: 5400.761719
	Iteration 12Q: 3 clusters Score -7986741 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -7987580.000000 Penalty: 5400.761719
	Iteration 13Q: 3 clusters Score -7987580 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -7988125.000000 Penalty: 5400.761719
	Iteration 14Q: 3 clusters Score -7988125 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -7988541.000000 Penalty: 5400.761719
	Iteration 15Q: 3 clusters Score -7988541 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -7988875.500000 Penalty: 5400.761719
	Iteration 16Q: 3 clusters Score -7988876 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -7989163.000000 Penalty: 5400.761719
	Iteration 17Q: 3 clusters Score -7989163 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -7989363.000000 Penalty: 5400.761719
	Iteration 18Q: 3 clusters Score -7989363 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -7989505.500000 Penalty: 5400.761719
	Iteration 19Q: 3 clusters Score -7989506 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7989592.000000 Penalty: 5400.761719
	Iteration 20F: 3 clusters Score -7989592 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -7989675.500000 Penalty: 5400.761719
	Iteration 21Q: 3 clusters Score -7989676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -7989746.500000 Penalty: 5400.761719
	Iteration 22Q: 3 clusters Score -7989746 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -7989789.500000 Penalty: 5400.761719
	Iteration 23Q: 3 clusters Score -7989790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7989862.000000 Penalty: 5400.761719
	Iteration 24Q: 3 clusters Score -7989862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7989942.000000 Penalty: 5400.761719
	Iteration 25Q: 3 clusters Score -7989942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -7989964.000000 Penalty: 5400.761719
	Iteration 26Q: 3 clusters Score -7989964 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7990008.000000 Penalty: 5400.761719
	Iteration 27Q: 3 clusters Score -7990008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7990025.500000 Penalty: 5400.761719
	Iteration 28Q: 3 clusters Score -7990026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7990021.000000 Penalty: 5400.761719
	Iteration 29Q: 3 clusters Score -7990021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -7990047.000000 Penalty: 5400.761719
	Iteration 30Q: 3 clusters Score -7990047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7990037.500000 Penalty: 5400.761719
	Iteration 31Q: 3 clusters Score -7990038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7990045.000000 Penalty: 5400.761719
	Iteration 32Q: 3 clusters Score -7990045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7990054.000000 Penalty: 5400.761719
	Iteration 33Q: 3 clusters Score -7990054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -7990064.500000 Penalty: 5400.761719
	Iteration 34Q: 3 clusters Score -7990064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -7990066.000000 Penalty: 5400.761719
	Iteration 35Q: 3 clusters Score -7990066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7990072.000000 Penalty: 5400.761719
	Iteration 36Q: 3 clusters Score -7990072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7990076.500000 Penalty: 5400.761719
	Iteration 37Q: 3 clusters Score -7990076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7990078.500000 Penalty: 5400.761719
	Iteration 38Q: 3 clusters Score -7990078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7990084.000000 Penalty: 5400.761719
	Iteration 39Q: 3 clusters Score -7990084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7990087.500000 Penalty: 5400.761719
	Iteration 40F: 3 clusters Score -7990088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7990085.000000 Penalty: 5400.761719
	Iteration 41Q: 3 clusters Score -7990085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7990090.000000 Penalty: 5400.761719
	Iteration 42Q: 3 clusters Score -7990090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7990082.500000 Penalty: 5400.761719
	Iteration 43Q: 3 clusters Score -7990082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7990085.000000 Penalty: 5400.761719
	Iteration 44Q: 3 clusters Score -7990085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7990083.000000 Penalty: 5400.761719
	Iteration 45Q: 3 clusters Score -7990083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7990076.000000 Penalty: 5400.761719
	Iteration 46Q: 3 clusters Score -7990076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7990078.500000 Penalty: 5400.761719
	Iteration 47Q: 3 clusters Score -7990078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7990082.500000 Penalty: 5400.761719
	Iteration 48Q: 3 clusters Score -7990082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7990080.500000 Penalty: 5400.761719
	Iteration 49Q: 3 clusters Score -7990080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7990068.000000 Penalty: 5400.761719
	Iteration 50Q: 3 clusters Score -7990068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -7990070.000000 Penalty: 5400.761719
	Iteration 51Q: 3 clusters Score -7990070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7990065.000000 Penalty: 5400.761719
	Iteration 52Q: 3 clusters Score -7990065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7990067.500000 Penalty: 5400.761719
	Iteration 53Q: 3 clusters Score -7990068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -7990072.000000 Penalty: 5400.761719
	Iteration 54Q: 3 clusters Score -7990072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -7990074.000000 Penalty: 5400.761719
	Iteration 55Q: 3 clusters Score -7990074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7990070.000000 Penalty: 5400.761719
	Iteration 56Q: 3 clusters Score -7990070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7990071.000000 Penalty: 5400.761719
	Iteration 57Q: 3 clusters Score -7990071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7990073.500000 Penalty: 5400.761719
	Iteration 58Q: 3 clusters Score -7990074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7990068.500000 Penalty: 5400.761719
	Iteration 59Q: 3 clusters Score -7990068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7990072.000000 Penalty: 5400.761719
	Iteration 60F: 3 clusters Score -7990072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 98630 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 126414 members 
Mstep: Class 11 contains 116134 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 20719 members 
Mstep: Class 17 contains 70812 members 
Mstep: Class 18 contains 48759 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55215 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107987 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 4805 members 
Entering Unmasked Estep 
Score: -137764272.000000 Penalty: 95326.062500
Splitting cluster 18 changes total score from -137763392.000000 to -137764272.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (36724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Entering Unmasked Estep 
Score: -5577166.000000 Penalty: 2606.773926
	Iteration 0F: 2 clusters Score -5577166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5552199.000000 Penalty: 5213.547852
	Iteration 0F: 3 clusters Score -5552199 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -5561366.000000 Penalty: 5213.547852
	Iteration 1F: 3 clusters Score -5561366 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5561920.500000 Penalty: 5213.547852
	Iteration 2Q: 3 clusters Score -5561920 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5562515.000000 Penalty: 5213.547852
	Iteration 3Q: 3 clusters Score -5562515 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5563423.000000 Penalty: 5213.547852
	Iteration 4F: 3 clusters Score -5563423 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5564853.000000 Penalty: 5213.547852
	Iteration 5F: 3 clusters Score -5564853 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5566956.000000 Penalty: 5213.547852
	Iteration 6F: 3 clusters Score -5566956 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5569545.000000 Penalty: 5213.547852
	Iteration 7F: 3 clusters Score -5569545 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -5571908.000000 Penalty: 5213.547852
	Iteration 8F: 3 clusters Score -5571908 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5573420.500000 Penalty: 5213.547852
	Iteration 9Q: 3 clusters Score -5573420 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5574130.000000 Penalty: 5213.547852
	Iteration 10Q: 3 clusters Score -5574130 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -5574478.000000 Penalty: 5213.547852
	Iteration 11Q: 3 clusters Score -5574478 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -5574666.000000 Penalty: 5213.547852
	Iteration 12Q: 3 clusters Score -5574666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -5574770.500000 Penalty: 5213.547852
	Iteration 13Q: 3 clusters Score -5574770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5574855.000000 Penalty: 5213.547852
	Iteration 14Q: 3 clusters Score -5574855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5574886.000000 Penalty: 5213.547852
	Iteration 15Q: 3 clusters Score -5574886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5574909.500000 Penalty: 5213.547852
	Iteration 16Q: 3 clusters Score -5574910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5574919.000000 Penalty: 5213.547852
	Iteration 17Q: 3 clusters Score -5574919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5574931.000000 Penalty: 5213.547852
	Iteration 18Q: 3 clusters Score -5574931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5574939.500000 Penalty: 5213.547852
	Iteration 19Q: 3 clusters Score -5574940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5574947.500000 Penalty: 5213.547852
	Iteration 20F: 3 clusters Score -5574948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5574952.000000 Penalty: 5213.547852
	Iteration 21Q: 3 clusters Score -5574952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5574948.500000 Penalty: 5213.547852
	Iteration 22Q: 3 clusters Score -5574948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5574952.500000 Penalty: 5213.547852
	Iteration 23Q: 3 clusters Score -5574952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5574954.500000 Penalty: 5213.547852
	Iteration 24Q: 3 clusters Score -5574954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5574965.500000 Penalty: 5213.547852
	Iteration 25Q: 3 clusters Score -5574966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5574968.500000 Penalty: 5213.547852
	Iteration 26Q: 3 clusters Score -5574968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5574969.500000 Penalty: 5213.547852
	Iteration 27Q: 3 clusters Score -5574970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5574973.000000 Penalty: 5213.547852
	Iteration 28Q: 3 clusters Score -5574973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5574972.500000 Penalty: 5213.547852
	Iteration 29Q: 3 clusters Score -5574972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5574975.000000 Penalty: 5213.547852
	Iteration 30Q: 3 clusters Score -5574975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5574979.500000 Penalty: 5213.547852
	Iteration 31Q: 3 clusters Score -5574980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5574979.500000 Penalty: 5213.547852
	Iteration 32F: 3 clusters Score -5574980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -55963.679688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -55963.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54624.742188 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -54624.74 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54853.117188 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -54853.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55009.753906 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -55009.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55129.769531 Penalty: 3003.001953
	Iteration 3F: 3 clusters Score -55129.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55183.531250 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -55183.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55242.957031 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -55242.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55274.058594 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -55274.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55292.539062 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -55292.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55308.808594 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -55308.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55401.136719 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -55401.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55453.109375 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -55453.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55481.011719 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -55481.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55527.863281 Penalty: 3003.001953
	Iteration 12Q: 3 clusters Score -55527.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55561.792969 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -55561.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55600.777344 Penalty: 3003.001953
	Iteration 14Q: 3 clusters Score -55600.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55653.320312 Penalty: 3003.001953
	Iteration 15Q: 3 clusters Score -55653.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55673.261719 Penalty: 3003.001953
	Iteration 16Q: 3 clusters Score -55673.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55686.941406 Penalty: 3003.001953
	Iteration 17Q: 3 clusters Score -55686.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55703.796875 Penalty: 3003.001953
	Iteration 18Q: 3 clusters Score -55703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55731.335938 Penalty: 3003.001953
	Iteration 19Q: 3 clusters Score -55731.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55756.449219 Penalty: 3003.001953
	Iteration 20F: 3 clusters Score -55756.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55775.238281 Penalty: 3003.001953
	Iteration 21Q: 3 clusters Score -55775.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55784.601562 Penalty: 3003.001953
	Iteration 22Q: 3 clusters Score -55784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55795.246094 Penalty: 3003.001953
	Iteration 23Q: 3 clusters Score -55795.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55801.082031 Penalty: 3003.001953
	Iteration 24Q: 3 clusters Score -55801.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55801.082031 Penalty: 3003.001953
	Iteration 25F: 3 clusters Score -55801.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Entering Unmasked Estep 
Score: -8545457.000000 Penalty: 2707.909668
	Iteration 0F: 2 clusters Score -8545457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -8508403.000000 Penalty: 5415.819336
	Iteration 0F: 3 clusters Score -8508403 nChanged 25570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -8522887.000000 Penalty: 5415.819336
	Iteration 1F: 3 clusters Score -8522887 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -8523639.000000 Penalty: 5415.819336
	Iteration 2Q: 3 clusters Score -8523639 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -8524704.000000 Penalty: 5415.819336
	Iteration 3Q: 3 clusters Score -8524704 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -8526059.000000 Penalty: 5415.819336
	Iteration 4F: 3 clusters Score -8526059 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -8528132.000000 Penalty: 5415.819336
	Iteration 5F: 3 clusters Score -8528132 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -8531061.000000 Penalty: 5415.819336
	Iteration 6F: 3 clusters Score -8531061 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8534473.000000 Penalty: 5415.819336
	Iteration 7F: 3 clusters Score -8534473 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8537522.000000 Penalty: 5415.819336
	Iteration 8F: 3 clusters Score -8537522 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -8539421.000000 Penalty: 5415.819336
	Iteration 9Q: 3 clusters Score -8539421 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8540340.000000 Penalty: 5415.819336
	Iteration 10Q: 3 clusters Score -8540340 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8540785.000000 Penalty: 5415.819336
	Iteration 11Q: 3 clusters Score -8540785 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -8541057.000000 Penalty: 5415.819336
	Iteration 12Q: 3 clusters Score -8541057 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8541335.000000 Penalty: 5415.819336
	Iteration 13Q: 3 clusters Score -8541335 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -8541529.000000 Penalty: 5415.819336
	Iteration 14Q: 3 clusters Score -8541529 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -8541715.000000 Penalty: 5415.819336
	Iteration 15Q: 3 clusters Score -8541715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -8541924.000000 Penalty: 5415.819336
	Iteration 16Q: 3 clusters Score -8541924 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -8542071.000000 Penalty: 5415.819336
	Iteration 17Q: 3 clusters Score -8542071 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -8542190.000000 Penalty: 5415.819336
	Iteration 18Q: 3 clusters Score -8542190 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -8542338.000000 Penalty: 5415.819336
	Iteration 19Q: 3 clusters Score -8542338 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -8542450.000000 Penalty: 5415.819336
	Iteration 20F: 3 clusters Score -8542450 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -8542560.000000 Penalty: 5415.819336
	Iteration 21Q: 3 clusters Score -8542560 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -8542680.000000 Penalty: 5415.819336
	Iteration 22Q: 3 clusters Score -8542680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -8542753.000000 Penalty: 5415.819336
	Iteration 23Q: 3 clusters Score -8542753 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -8542807.000000 Penalty: 5415.819336
	Iteration 24Q: 3 clusters Score -8542807 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -8542854.000000 Penalty: 5415.819336
	Iteration 25Q: 3 clusters Score -8542854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -8542918.000000 Penalty: 5415.819336
	Iteration 26Q: 3 clusters Score -8542918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -8542945.000000 Penalty: 5415.819336
	Iteration 27Q: 3 clusters Score -8542945 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -8542995.000000 Penalty: 5415.819336
	Iteration 28Q: 3 clusters Score -8542995 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -8543045.000000 Penalty: 5415.819336
	Iteration 29Q: 3 clusters Score -8543045 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8543091.000000 Penalty: 5415.819336
	Iteration 30Q: 3 clusters Score -8543091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -8543120.000000 Penalty: 5415.819336
	Iteration 31Q: 3 clusters Score -8543120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -8543142.000000 Penalty: 5415.819336
	Iteration 32Q: 3 clusters Score -8543142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -8543157.000000 Penalty: 5415.819336
	Iteration 33Q: 3 clusters Score -8543157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -8543190.000000 Penalty: 5415.819336
	Iteration 34Q: 3 clusters Score -8543190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -8543211.000000 Penalty: 5415.819336
	Iteration 35Q: 3 clusters Score -8543211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -8543234.000000 Penalty: 5415.819336
	Iteration 36Q: 3 clusters Score -8543234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -8543262.000000 Penalty: 5415.819336
	Iteration 37Q: 3 clusters Score -8543262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -8543284.000000 Penalty: 5415.819336
	Iteration 38Q: 3 clusters Score -8543284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -8543307.000000 Penalty: 5415.819336
	Iteration 39Q: 3 clusters Score -8543307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -8543328.000000 Penalty: 5415.819336
	Iteration 40F: 3 clusters Score -8543328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -8543350.000000 Penalty: 5415.819336
	Iteration 41Q: 3 clusters Score -8543350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -8543371.000000 Penalty: 5415.819336
	Iteration 42Q: 3 clusters Score -8543371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -8543374.000000 Penalty: 5415.819336
	Iteration 43Q: 3 clusters Score -8543374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -8543377.000000 Penalty: 5415.819336
	Iteration 44Q: 3 clusters Score -8543377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -8543385.000000 Penalty: 5415.819336
	Iteration 45Q: 3 clusters Score -8543385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -8543403.000000 Penalty: 5415.819336
	Iteration 46Q: 3 clusters Score -8543403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -8543402.000000 Penalty: 5415.819336
	Iteration 47Q: 3 clusters Score -8543402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -8543401.000000 Penalty: 5415.819336
	Iteration 48Q: 3 clusters Score -8543401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -8543403.000000 Penalty: 5415.819336
	Iteration 49Q: 3 clusters Score -8543403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -8543414.000000 Penalty: 5415.819336
	Iteration 50Q: 3 clusters Score -8543414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -8543423.000000 Penalty: 5415.819336
	Iteration 51Q: 3 clusters Score -8543423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -8543412.000000 Penalty: 5415.819336
	Iteration 52Q: 3 clusters Score -8543412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -8543412.000000 Penalty: 5415.819336
	Iteration 53Q: 3 clusters Score -8543412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -8543418.000000 Penalty: 5415.819336
	Iteration 54Q: 3 clusters Score -8543418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -8543430.000000 Penalty: 5415.819336
	Iteration 55Q: 3 clusters Score -8543430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -8543427.000000 Penalty: 5415.819336
	Iteration 56Q: 3 clusters Score -8543427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -8543434.000000 Penalty: 5415.819336
	Iteration 57Q: 3 clusters Score -8543434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -8543434.000000 Penalty: 5415.819336
	Iteration 58Q: 3 clusters Score -8543434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -8543431.000000 Penalty: 5415.819336
	Iteration 59Q: 3 clusters Score -8543431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -8543433.000000 Penalty: 5415.819336
	Iteration 60F: 3 clusters Score -8543433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -8543439.000000 Penalty: 5415.819336
	Iteration 61Q: 3 clusters Score -8543439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -8543437.000000 Penalty: 5415.819336
	Iteration 62Q: 3 clusters Score -8543437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -8543435.000000 Penalty: 5415.819336
	Iteration 63Q: 3 clusters Score -8543435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -8543435.000000 Penalty: 5415.819336
	Iteration 64F: 3 clusters Score -8543435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Entering Unmasked Estep 
Score: -3099935.750000 Penalty: 2473.307373
	Iteration 0F: 2 clusters Score -3099936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3084956.500000 Penalty: 4946.614746
	Iteration 0F: 3 clusters Score -3084956 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3090210.750000 Penalty: 4946.614746
	Iteration 1F: 3 clusters Score -3090211 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3090765.000000 Penalty: 4946.614746
	Iteration 2F: 3 clusters Score -3090765 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3091309.250000 Penalty: 4946.614746
	Iteration 3F: 3 clusters Score -3091309 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3091872.750000 Penalty: 4946.614746
	Iteration 4F: 3 clusters Score -3091873 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3092426.500000 Penalty: 4946.614746
	Iteration 5F: 3 clusters Score -3092426 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3092984.000000 Penalty: 4946.614746
	Iteration 6F: 3 clusters Score -3092984 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3093556.750000 Penalty: 4946.614746
	Iteration 7Q: 3 clusters Score -3093557 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3094122.500000 Penalty: 4946.614746
	Iteration 8Q: 3 clusters Score -3094122 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3094715.250000 Penalty: 4946.614746
	Iteration 9Q: 3 clusters Score -3094715 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3095218.750000 Penalty: 4946.614746
	Iteration 10Q: 3 clusters Score -3095219 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3095663.000000 Penalty: 4946.614746
	Iteration 11Q: 3 clusters Score -3095663 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3096069.250000 Penalty: 4946.614746
	Iteration 12Q: 3 clusters Score -3096069 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3096427.250000 Penalty: 4946.614746
	Iteration 13Q: 3 clusters Score -3096427 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3096725.250000 Penalty: 4946.614746
	Iteration 14Q: 3 clusters Score -3096725 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3097013.500000 Penalty: 4946.614746
	Iteration 15Q: 3 clusters Score -3097014 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3097289.250000 Penalty: 4946.614746
	Iteration 16Q: 3 clusters Score -3097289 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3097506.000000 Penalty: 4946.614746
	Iteration 17Q: 3 clusters Score -3097506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3097690.000000 Penalty: 4946.614746
	Iteration 18Q: 3 clusters Score -3097690 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3097817.750000 Penalty: 4946.614746
	Iteration 19Q: 3 clusters Score -3097818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3097921.000000 Penalty: 4946.614746
	Iteration 20F: 3 clusters Score -3097921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3098011.000000 Penalty: 4946.614746
	Iteration 21Q: 3 clusters Score -3098011 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3098071.000000 Penalty: 4946.614746
	Iteration 22Q: 3 clusters Score -3098071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3098116.000000 Penalty: 4946.614746
	Iteration 23Q: 3 clusters Score -3098116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3098165.250000 Penalty: 4946.614746
	Iteration 24Q: 3 clusters Score -3098165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3098187.750000 Penalty: 4946.614746
	Iteration 25Q: 3 clusters Score -3098188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3098214.000000 Penalty: 4946.614746
	Iteration 26Q: 3 clusters Score -3098214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3098236.000000 Penalty: 4946.614746
	Iteration 27Q: 3 clusters Score -3098236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3098255.750000 Penalty: 4946.614746
	Iteration 28Q: 3 clusters Score -3098256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3098261.750000 Penalty: 4946.614746
	Iteration 29Q: 3 clusters Score -3098262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3098270.500000 Penalty: 4946.614746
	Iteration 30Q: 3 clusters Score -3098270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3098273.500000 Penalty: 4946.614746
	Iteration 31Q: 3 clusters Score -3098274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3098275.500000 Penalty: 4946.614746
	Iteration 32Q: 3 clusters Score -3098276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3098277.000000 Penalty: 4946.614746
	Iteration 33Q: 3 clusters Score -3098277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3098282.000000 Penalty: 4946.614746
	Iteration 34Q: 3 clusters Score -3098282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3098283.500000 Penalty: 4946.614746
	Iteration 35Q: 3 clusters Score -3098284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3098289.750000 Penalty: 4946.614746
	Iteration 36Q: 3 clusters Score -3098290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3098289.000000 Penalty: 4946.614746
	Iteration 37Q: 3 clusters Score -3098289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3098286.500000 Penalty: 4946.614746
	Iteration 38Q: 3 clusters Score -3098286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3098290.250000 Penalty: 4946.614746
	Iteration 39Q: 3 clusters Score -3098290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3098289.500000 Penalty: 4946.614746
	Iteration 40F: 3 clusters Score -3098290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3098289.500000 Penalty: 4946.614746
	Iteration 41Q: 3 clusters Score -3098290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3098289.500000 Penalty: 4946.614746
	Iteration 42F: 3 clusters Score -3098290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -321336.781250 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -321336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -318613.156250 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -318613.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -319071.468750 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -319071.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -319207.218750 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -319207.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319272.375000 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -319272.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -319309.000000 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -319309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -319335.656250 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -319335.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -319350.406250 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -319350.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319367.031250 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -319367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -319379.625000 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -319379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -319391.687500 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -319391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319401.000000 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -319401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -319406.156250 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -319406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -319411.625000 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -319411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -319417.593750 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -319417.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -319425.593750 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -319425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -319431.906250 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -319431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319438.375000 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -319438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -319441.593750 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -319441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -319445.750000 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -319445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -319449.968750 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -319450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319454.250000 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -319454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -319455.375000 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -319455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -319458.218750 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -319458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -319458.843750 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -319458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -319458.843750 Penalty: 3789.501221
	Iteration 24F: 3 clusters Score -319458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -29292.552734 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -29292.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28269.117188 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -28269.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28428.759766 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -28428.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28490.955078 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -28490.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -28536.541016 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -28536.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28564.412109 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -28564.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -28611.595703 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -28611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28646.576172 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -28646.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28653.251953 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -28653.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28653.251953 Penalty: 2699.439209
	Iteration 8F: 3 clusters Score -28653.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (107987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Entering Unmasked Estep 
Score: -16734395.000000 Penalty: 2874.262207
	Iteration 0F: 2 clusters Score -1.67344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -16668676.000000 Penalty: 5748.524414
	Iteration 0F: 3 clusters Score -1.666868e+07 nChanged 51115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -16698095.000000 Penalty: 5748.524414
	Iteration 1F: 3 clusters Score -1.66981e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -16698700.000000 Penalty: 5748.524414
	Iteration 2Q: 3 clusters Score -1.66987e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -16699341.000000 Penalty: 5748.524414
	Iteration 3Q: 3 clusters Score -1.669934e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -16700390.000000 Penalty: 5748.524414
	Iteration 4Q: 3 clusters Score -1.670039e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -16701489.000000 Penalty: 5748.524414
	Iteration 5Q: 3 clusters Score -1.670149e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -16703137.000000 Penalty: 5748.524414
	Iteration 6Q: 3 clusters Score -1.670314e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -16705451.000000 Penalty: 5748.524414
	Iteration 7Q: 3 clusters Score -1.670545e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -16708847.000000 Penalty: 5748.524414
	Iteration 8F: 3 clusters Score -1.670885e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -16712835.000000 Penalty: 5748.524414
	Iteration 9F: 3 clusters Score -1.671284e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -16717169.000000 Penalty: 5748.524414
	Iteration 10F: 3 clusters Score -1.671717e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -16720882.000000 Penalty: 5748.524414
	Iteration 11F: 3 clusters Score -1.672088e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -16723418.000000 Penalty: 5748.524414
	Iteration 12Q: 3 clusters Score -1.672342e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -16724849.000000 Penalty: 5748.524414
	Iteration 13Q: 3 clusters Score -1.672485e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -16725693.000000 Penalty: 5748.524414
	Iteration 14Q: 3 clusters Score -1.672569e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -16726616.000000 Penalty: 5748.524414
	Iteration 15Q: 3 clusters Score -1.672662e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -16727508.000000 Penalty: 5748.524414
	Iteration 16Q: 3 clusters Score -1.672751e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -16728588.000000 Penalty: 5748.524414
	Iteration 17Q: 3 clusters Score -1.672859e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -16729478.000000 Penalty: 5748.524414
	Iteration 18Q: 3 clusters Score -1.672948e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -16730432.000000 Penalty: 5748.524414
	Iteration 19Q: 3 clusters Score -1.673043e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -16731107.000000 Penalty: 5748.524414
	Iteration 20F: 3 clusters Score -1.673111e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -16731598.000000 Penalty: 5748.524414
	Iteration 21Q: 3 clusters Score -1.67316e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -16731886.000000 Penalty: 5748.524414
	Iteration 22Q: 3 clusters Score -1.673189e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -16732037.000000 Penalty: 5748.524414
	Iteration 23Q: 3 clusters Score -1.673204e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -16732192.000000 Penalty: 5748.524414
	Iteration 24Q: 3 clusters Score -1.673219e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -16732204.000000 Penalty: 5748.524414
	Iteration 25Q: 3 clusters Score -1.67322e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -16732112.000000 Penalty: 5748.524414
	Iteration 26Q: 3 clusters Score -1.673211e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -16732144.000000 Penalty: 5748.524414
	Iteration 27Q: 3 clusters Score -1.673214e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -16732171.000000 Penalty: 5748.524414
	Iteration 28Q: 3 clusters Score -1.673217e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -16732153.000000 Penalty: 5748.524414
	Iteration 29Q: 3 clusters Score -1.673215e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -16732162.000000 Penalty: 5748.524414
	Iteration 30Q: 3 clusters Score -1.673216e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -16732165.000000 Penalty: 5748.524414
	Iteration 31Q: 3 clusters Score -1.673216e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -16732141.000000 Penalty: 5748.524414
	Iteration 32Q: 3 clusters Score -1.673214e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -16732152.000000 Penalty: 5748.524414
	Iteration 33Q: 3 clusters Score -1.673215e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -16732153.000000 Penalty: 5748.524414
	Iteration 34Q: 3 clusters Score -1.673215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -16732206.000000 Penalty: 5748.524414
	Iteration 35Q: 3 clusters Score -1.673221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -16732188.000000 Penalty: 5748.524414
	Iteration 36Q: 3 clusters Score -1.673219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -16732224.000000 Penalty: 5748.524414
	Iteration 37Q: 3 clusters Score -1.673222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 107267 members 
Entering Unmasked Estep 
Score: -16732225.000000 Penalty: 5748.524414
	Iteration 38Q: 3 clusters Score -1.673222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -16732227.000000 Penalty: 5748.524414
	Iteration 39Q: 3 clusters Score -1.673223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -16732235.000000 Penalty: 5748.524414
	Iteration 40F: 3 clusters Score -1.673224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -16732244.000000 Penalty: 5748.524414
	Iteration 41Q: 3 clusters Score -1.673224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -16732254.000000 Penalty: 5748.524414
	Iteration 42Q: 3 clusters Score -1.673225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -16732264.000000 Penalty: 5748.524414
	Iteration 43Q: 3 clusters Score -1.673226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -16732282.000000 Penalty: 5748.524414
	Iteration 44Q: 3 clusters Score -1.673228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -16732256.000000 Penalty: 5748.524414
	Iteration 45Q: 3 clusters Score -1.673226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -16732256.000000 Penalty: 5748.524414
	Iteration 46Q: 3 clusters Score -1.673226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -16732241.000000 Penalty: 5748.524414
	Iteration 47Q: 3 clusters Score -1.673224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -16732246.000000 Penalty: 5748.524414
	Iteration 48Q: 3 clusters Score -1.673225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -16732245.000000 Penalty: 5748.524414
	Iteration 49Q: 3 clusters Score -1.673224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 107352 members 
Entering Unmasked Estep 
Score: -16732250.000000 Penalty: 5748.524414
	Iteration 50Q: 3 clusters Score -1.673225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -16732262.000000 Penalty: 5748.524414
	Iteration 51Q: 3 clusters Score -1.673226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -16732277.000000 Penalty: 5748.524414
	Iteration 52Q: 3 clusters Score -1.673228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -16732266.000000 Penalty: 5748.524414
	Iteration 53Q: 3 clusters Score -1.673227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -16732258.000000 Penalty: 5748.524414
	Iteration 54Q: 3 clusters Score -1.673226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -16732266.000000 Penalty: 5748.524414
	Iteration 55Q: 3 clusters Score -1.673227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -16732267.000000 Penalty: 5748.524414
	Iteration 56Q: 3 clusters Score -1.673227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -16732266.000000 Penalty: 5748.524414
	Iteration 57Q: 3 clusters Score -1.673227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -16732266.000000 Penalty: 5748.524414
	Iteration 58Q: 3 clusters Score -1.673227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -16732264.000000 Penalty: 5748.524414
	Iteration 59Q: 3 clusters Score -1.673226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -16732264.000000 Penalty: 5748.524414
	Iteration 60F: 3 clusters Score -1.673226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 98630 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 126414 members 
Mstep: Class 11 contains 116134 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 20719 members 
Mstep: Class 17 contains 70812 members 
Mstep: Class 18 contains 48759 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55215 members 
Mstep: Class 22 contains 21440 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765408.000000 Penalty: 95326.062500
Iteration 79Q: 29 clusters Score -1.377654e+08 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 12485 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 96310 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 98132 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 36582 members 
Mstep: Class 10 contains 126438 members 
Mstep: Class 11 contains 116113 members 
Mstep: Class 12 contains 14688 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 71133 members 
Mstep: Class 18 contains 48777 members 
Mstep: Class 19 contains 36796 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55399 members 
Mstep: Class 22 contains 21371 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 107820 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 4682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768800.000000 Penalty: 95326.062500
Iteration 80F: 29 clusters Score -1.377688e+08 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 11832 members 
Mstep: Class 4 contains 12920 members 
Mstep: Class 5 contains 96514 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 97704 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 36626 members 
Mstep: Class 10 contains 126502 members 
Mstep: Class 11 contains 116188 members 
Mstep: Class 12 contains 14310 members 
Mstep: Class 13 contains 193 members 
Mstep: Class 14 contains 5186 members 
Mstep: Class 15 contains 592 members 
Mstep: Class 16 contains 20555 members 
Mstep: Class 17 contains 71383 members 
Mstep: Class 18 contains 48665 members 
Mstep: Class 19 contains 36886 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55587 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 107756 members 
Mstep: Class 26 contains 1702 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137771088.000000 Penalty: 95326.062500
Iteration 81Q: 29 clusters Score -1.377711e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 14058 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 4 contains 13010 members 
Mstep: Class 5 contains 96722 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 97280 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 36656 members 
Mstep: Class 10 contains 126535 members 
Mstep: Class 11 contains 116304 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 20491 members 
Mstep: Class 17 contains 71626 members 
Mstep: Class 18 contains 48591 members 
Mstep: Class 19 contains 36964 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55769 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 107709 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137771408.000000 Penalty: 95326.062500
Iteration 82Q: 29 clusters Score -1.377714e+08 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 13106 members 
Mstep: Class 5 contains 96894 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 96920 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 36700 members 
Mstep: Class 10 contains 126595 members 
Mstep: Class 11 contains 116394 members 
Mstep: Class 12 contains 13571 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 20433 members 
Mstep: Class 17 contains 71818 members 
Mstep: Class 18 contains 48521 members 
Mstep: Class 19 contains 37050 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 55952 members 
Mstep: Class 22 contains 21238 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107633 members 
Mstep: Class 26 contains 2224 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772592.000000 Penalty: 95326.062500
Iteration 83Q: 29 clusters Score -1.377726e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 97023 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 96568 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 36748 members 
Mstep: Class 10 contains 126682 members 
Mstep: Class 11 contains 116501 members 
Mstep: Class 12 contains 13219 members 
Mstep: Class 13 contains 190 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 20373 members 
Mstep: Class 17 contains 72010 members 
Mstep: Class 18 contains 48457 members 
Mstep: Class 19 contains 37110 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 56106 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107593 members 
Mstep: Class 26 contains 2383 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772768.000000 Penalty: 95326.062500
Iteration 84Q: 29 clusters Score -1.377728e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 11198 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 97137 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 96240 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 36787 members 
Mstep: Class 10 contains 126793 members 
Mstep: Class 11 contains 116572 members 
Mstep: Class 12 contains 12866 members 
Mstep: Class 13 contains 187 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 20319 members 
Mstep: Class 17 contains 72171 members 
Mstep: Class 18 contains 48420 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 56276 members 
Mstep: Class 22 contains 21211 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107537 members 
Mstep: Class 26 contains 2484 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773744.000000 Penalty: 95326.062500
Iteration 85Q: 29 clusters Score -1.377737e+08 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 13467 members 
Mstep: Class 3 contains 11164 members 
Mstep: Class 4 contains 13348 members 
Mstep: Class 5 contains 97229 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 95960 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 36822 members 
Mstep: Class 10 contains 126869 members 
Mstep: Class 11 contains 116633 members 
Mstep: Class 12 contains 12515 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 20281 members 
Mstep: Class 17 contains 72329 members 
Mstep: Class 18 contains 48386 members 
Mstep: Class 19 contains 37364 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 56464 members 
Mstep: Class 22 contains 21201 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107486 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773728.000000 Penalty: 95326.062500
Iteration 86Q: 29 clusters Score -1.377737e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 13314 members 
Mstep: Class 3 contains 11168 members 
Mstep: Class 4 contains 13400 members 
Mstep: Class 5 contains 97324 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 95747 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 36854 members 
Mstep: Class 10 contains 126900 members 
Mstep: Class 11 contains 116662 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 179 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 20233 members 
Mstep: Class 17 contains 72489 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 37515 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 56653 members 
Mstep: Class 22 contains 21200 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107456 members 
Mstep: Class 26 contains 2615 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774272.000000 Penalty: 95326.062500
Iteration 87Q: 29 clusters Score -1.377743e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 13168 members 
Mstep: Class 3 contains 11159 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 97397 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 95559 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 36878 members 
Mstep: Class 10 contains 126935 members 
Mstep: Class 11 contains 116659 members 
Mstep: Class 12 contains 11849 members 
Mstep: Class 13 contains 178 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 20191 members 
Mstep: Class 17 contains 72634 members 
Mstep: Class 18 contains 48349 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 56837 members 
Mstep: Class 22 contains 21215 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107444 members 
Mstep: Class 26 contains 2658 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774736.000000 Penalty: 95326.062500
Iteration 88Q: 29 clusters Score -1.377747e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 13495 members 
Mstep: Class 5 contains 97464 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 95371 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 36901 members 
Mstep: Class 10 contains 126969 members 
Mstep: Class 11 contains 116652 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 179 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 20168 members 
Mstep: Class 17 contains 72770 members 
Mstep: Class 18 contains 48331 members 
Mstep: Class 19 contains 37782 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 57048 members 
Mstep: Class 22 contains 21231 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107414 members 
Mstep: Class 26 contains 2696 members 
Mstep: Class 27 contains 155 members 
Mstep: Class 28 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775312.000000 Penalty: 95326.062500
Iteration 89Q: 29 clusters Score -1.377753e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 13502 members 
Mstep: Class 5 contains 97546 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 95185 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 36930 members 
Mstep: Class 10 contains 126981 members 
Mstep: Class 11 contains 116617 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 178 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 16 contains 20145 members 
Mstep: Class 17 contains 72897 members 
Mstep: Class 18 contains 48296 members 
Mstep: Class 19 contains 37934 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 57272 members 
Mstep: Class 22 contains 21239 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107422 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775744.000000 Penalty: 95326.062500
Iteration 90Q: 29 clusters Score -1.377757e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 11164 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 97609 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 95003 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 36951 members 
Mstep: Class 10 contains 127021 members 
Mstep: Class 11 contains 116565 members 
Mstep: Class 12 contains 11006 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 20130 members 
Mstep: Class 17 contains 73026 members 
Mstep: Class 18 contains 48260 members 
Mstep: Class 19 contains 38110 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 57492 members 
Mstep: Class 22 contains 21252 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107411 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776272.000000 Penalty: 95326.062500
Iteration 91Q: 29 clusters Score -1.377763e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12545 members 
Mstep: Class 3 contains 11166 members 
Mstep: Class 4 contains 13560 members 
Mstep: Class 5 contains 97664 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94846 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 36989 members 
Mstep: Class 10 contains 127079 members 
Mstep: Class 11 contains 116492 members 
Mstep: Class 12 contains 10737 members 
Mstep: Class 13 contains 174 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 20118 members 
Mstep: Class 17 contains 73146 members 
Mstep: Class 18 contains 48249 members 
Mstep: Class 19 contains 38293 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 57693 members 
Mstep: Class 22 contains 21255 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107384 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776560.000000 Penalty: 95326.062500
Iteration 92Q: 29 clusters Score -1.377766e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 13562 members 
Mstep: Class 5 contains 97703 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94765 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37026 members 
Mstep: Class 10 contains 127189 members 
Mstep: Class 11 contains 116356 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 73254 members 
Mstep: Class 18 contains 48228 members 
Mstep: Class 19 contains 38489 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 57866 members 
Mstep: Class 22 contains 21255 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107347 members 
Mstep: Class 26 contains 2763 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776848.000000 Penalty: 95326.062500
Iteration 93Q: 29 clusters Score -1.377768e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 11188 members 
Mstep: Class 4 contains 13564 members 
Mstep: Class 5 contains 97718 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94677 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 127292 members 
Mstep: Class 11 contains 116213 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 73364 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 38699 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58054 members 
Mstep: Class 22 contains 21270 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107319 members 
Mstep: Class 26 contains 2768 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776816.000000 Penalty: 95326.062500
Iteration 94Q: 29 clusters Score -1.377768e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 11197 members 
Mstep: Class 4 contains 13539 members 
Mstep: Class 5 contains 97757 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94590 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37085 members 
Mstep: Class 10 contains 127386 members 
Mstep: Class 11 contains 116095 members 
Mstep: Class 12 contains 9980 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20089 members 
Mstep: Class 17 contains 73479 members 
Mstep: Class 18 contains 48173 members 
Mstep: Class 19 contains 38910 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58229 members 
Mstep: Class 22 contains 21274 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107304 members 
Mstep: Class 26 contains 2771 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776512.000000 Penalty: 95326.062500
Iteration 95Q: 29 clusters Score -1.377765e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 11199 members 
Mstep: Class 4 contains 13524 members 
Mstep: Class 5 contains 97801 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94521 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37117 members 
Mstep: Class 10 contains 127477 members 
Mstep: Class 11 contains 115946 members 
Mstep: Class 12 contains 9771 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20071 members 
Mstep: Class 17 contains 73607 members 
Mstep: Class 18 contains 48163 members 
Mstep: Class 19 contains 39122 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58368 members 
Mstep: Class 22 contains 21289 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107297 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776816.000000 Penalty: 95326.062500
Iteration 96Q: 29 clusters Score -1.377768e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 97865 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94430 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37135 members 
Mstep: Class 10 contains 127509 members 
Mstep: Class 11 contains 115854 members 
Mstep: Class 12 contains 9565 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20052 members 
Mstep: Class 17 contains 73721 members 
Mstep: Class 18 contains 48163 members 
Mstep: Class 19 contains 39333 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58509 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107299 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777264.000000 Penalty: 95326.062500
Iteration 97Q: 29 clusters Score -1.377773e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11520 members 
Mstep: Class 3 contains 11204 members 
Mstep: Class 4 contains 13503 members 
Mstep: Class 5 contains 97882 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94341 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37154 members 
Mstep: Class 10 contains 127512 members 
Mstep: Class 11 contains 115788 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20040 members 
Mstep: Class 17 contains 73841 members 
Mstep: Class 18 contains 48153 members 
Mstep: Class 19 contains 39535 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58658 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107327 members 
Mstep: Class 26 contains 2776 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777536.000000 Penalty: 95326.062500
Iteration 98Q: 29 clusters Score -1.377775e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94253 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37183 members 
Mstep: Class 10 contains 127481 members 
Mstep: Class 11 contains 115747 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20032 members 
Mstep: Class 17 contains 73981 members 
Mstep: Class 18 contains 48137 members 
Mstep: Class 19 contains 39743 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58807 members 
Mstep: Class 22 contains 21290 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107340 members 
Mstep: Class 26 contains 2780 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777488.000000 Penalty: 95326.062500
Iteration 99Q: 29 clusters Score -1.377775e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 97883 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94215 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 37198 members 
Mstep: Class 10 contains 127412 members 
Mstep: Class 11 contains 115721 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 20023 members 
Mstep: Class 17 contains 74082 members 
Mstep: Class 18 contains 48125 members 
Mstep: Class 19 contains 39953 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 58975 members 
Mstep: Class 22 contains 21291 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107347 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 95326.062500
Iteration 100F: 29 clusters Score -1.377781e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 11197 members 
Mstep: Class 4 contains 13398 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94168 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37209 members 
Mstep: Class 10 contains 127352 members 
Mstep: Class 11 contains 115699 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 166 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 20012 members 
Mstep: Class 17 contains 74153 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 40200 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 59120 members 
Mstep: Class 22 contains 21281 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107357 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 95326.062500
Iteration 101Q: 29 clusters Score -1.37778e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10881 members 
Mstep: Class 3 contains 11194 members 
Mstep: Class 4 contains 13342 members 
Mstep: Class 5 contains 97922 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94111 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37219 members 
Mstep: Class 10 contains 127259 members 
Mstep: Class 11 contains 115701 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 74228 members 
Mstep: Class 18 contains 48128 members 
Mstep: Class 19 contains 40467 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 59252 members 
Mstep: Class 22 contains 21286 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107374 members 
Mstep: Class 26 contains 2782 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778400.000000 Penalty: 95326.062500
Iteration 102Q: 29 clusters Score -1.377784e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 11188 members 
Mstep: Class 4 contains 13275 members 
Mstep: Class 5 contains 97956 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 94028 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37221 members 
Mstep: Class 10 contains 127204 members 
Mstep: Class 11 contains 115726 members 
Mstep: Class 12 contains 8556 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 20004 members 
Mstep: Class 17 contains 74307 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 40718 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 59355 members 
Mstep: Class 22 contains 21286 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107393 members 
Mstep: Class 26 contains 2784 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778768.000000 Penalty: 95326.062500
Iteration 103Q: 29 clusters Score -1.377788e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 13221 members 
Mstep: Class 5 contains 97978 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93939 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37234 members 
Mstep: Class 10 contains 127133 members 
Mstep: Class 11 contains 115728 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19997 members 
Mstep: Class 17 contains 74426 members 
Mstep: Class 18 contains 48115 members 
Mstep: Class 19 contains 40952 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 59464 members 
Mstep: Class 22 contains 21295 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107397 members 
Mstep: Class 26 contains 2789 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778720.000000 Penalty: 95326.062500
Iteration 104Q: 29 clusters Score -1.377787e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 13160 members 
Mstep: Class 5 contains 97997 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93792 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37250 members 
Mstep: Class 10 contains 127047 members 
Mstep: Class 11 contains 115741 members 
Mstep: Class 12 contains 8250 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19991 members 
Mstep: Class 17 contains 74555 members 
Mstep: Class 18 contains 48114 members 
Mstep: Class 19 contains 41231 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 59595 members 
Mstep: Class 22 contains 21301 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107409 members 
Mstep: Class 26 contains 2796 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778496.000000 Penalty: 95326.062500
Iteration 105Q: 29 clusters Score -1.377785e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 98032 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93629 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37268 members 
Mstep: Class 10 contains 126954 members 
Mstep: Class 11 contains 115784 members 
Mstep: Class 12 contains 8059 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19985 members 
Mstep: Class 17 contains 74674 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 19 contains 41515 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 59742 members 
Mstep: Class 22 contains 21317 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107417 members 
Mstep: Class 26 contains 2800 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778496.000000 Penalty: 95326.062500
Iteration 106Q: 29 clusters Score -1.377785e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10138 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 13021 members 
Mstep: Class 5 contains 98087 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93444 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37292 members 
Mstep: Class 10 contains 126924 members 
Mstep: Class 11 contains 115791 members 
Mstep: Class 12 contains 7880 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 74780 members 
Mstep: Class 18 contains 48110 members 
Mstep: Class 19 contains 41791 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 59864 members 
Mstep: Class 22 contains 21321 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107431 members 
Mstep: Class 26 contains 2806 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 95326.062500
Iteration 107Q: 29 clusters Score -1.377783e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9980 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 12991 members 
Mstep: Class 5 contains 98147 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93263 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37325 members 
Mstep: Class 10 contains 126879 members 
Mstep: Class 11 contains 115765 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19984 members 
Mstep: Class 17 contains 74890 members 
Mstep: Class 18 contains 48103 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 59989 members 
Mstep: Class 22 contains 21317 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107449 members 
Mstep: Class 26 contains 2810 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778528.000000 Penalty: 95326.062500
Iteration 108Q: 29 clusters Score -1.377785e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 98210 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 93105 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37349 members 
Mstep: Class 10 contains 126815 members 
Mstep: Class 11 contains 115758 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19980 members 
Mstep: Class 17 contains 74989 members 
Mstep: Class 18 contains 48094 members 
Mstep: Class 19 contains 42349 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60111 members 
Mstep: Class 22 contains 21325 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107441 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778544.000000 Penalty: 95326.062500
Iteration 109Q: 29 clusters Score -1.377785e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9667 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 12876 members 
Mstep: Class 5 contains 98276 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92944 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37366 members 
Mstep: Class 10 contains 126764 members 
Mstep: Class 11 contains 115758 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 75109 members 
Mstep: Class 18 contains 48089 members 
Mstep: Class 19 contains 42641 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60220 members 
Mstep: Class 22 contains 21324 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107418 members 
Mstep: Class 26 contains 2816 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 95326.062500
Iteration 110Q: 29 clusters Score -1.377786e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 11170 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 98332 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92833 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37379 members 
Mstep: Class 10 contains 126692 members 
Mstep: Class 11 contains 115770 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19982 members 
Mstep: Class 17 contains 75204 members 
Mstep: Class 18 contains 48087 members 
Mstep: Class 19 contains 42906 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60309 members 
Mstep: Class 22 contains 21328 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107388 members 
Mstep: Class 26 contains 2817 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778672.000000 Penalty: 95326.062500
Iteration 111Q: 29 clusters Score -1.377787e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 12787 members 
Mstep: Class 5 contains 98417 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92735 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37389 members 
Mstep: Class 10 contains 126585 members 
Mstep: Class 11 contains 115770 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 75264 members 
Mstep: Class 18 contains 48084 members 
Mstep: Class 19 contains 43194 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60405 members 
Mstep: Class 22 contains 21323 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107372 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778592.000000 Penalty: 95326.062500
Iteration 112Q: 29 clusters Score -1.377786e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 98470 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92598 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37394 members 
Mstep: Class 10 contains 126452 members 
Mstep: Class 11 contains 115823 members 
Mstep: Class 12 contains 7065 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 75359 members 
Mstep: Class 18 contains 48074 members 
Mstep: Class 19 contains 43460 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60499 members 
Mstep: Class 22 contains 21328 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107373 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778416.000000 Penalty: 95326.062500
Iteration 113Q: 29 clusters Score -1.377784e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 11184 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 98527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92476 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 10 contains 126341 members 
Mstep: Class 11 contains 115886 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19980 members 
Mstep: Class 17 contains 75444 members 
Mstep: Class 18 contains 48065 members 
Mstep: Class 19 contains 43692 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60592 members 
Mstep: Class 22 contains 21338 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107381 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778496.000000 Penalty: 95326.062500
Iteration 114Q: 29 clusters Score -1.377785e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8942 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 98564 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92335 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37418 members 
Mstep: Class 10 contains 126247 members 
Mstep: Class 11 contains 115934 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19977 members 
Mstep: Class 17 contains 75574 members 
Mstep: Class 18 contains 48059 members 
Mstep: Class 19 contains 43905 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60670 members 
Mstep: Class 22 contains 21343 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107390 members 
Mstep: Class 26 contains 2820 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778432.000000 Penalty: 95326.062500
Iteration 115Q: 29 clusters Score -1.377784e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 98626 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 92157 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37427 members 
Mstep: Class 10 contains 126169 members 
Mstep: Class 11 contains 115942 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19978 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 18 contains 48061 members 
Mstep: Class 19 contains 44109 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60763 members 
Mstep: Class 22 contains 21345 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107401 members 
Mstep: Class 26 contains 2822 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 95326.062500
Iteration 116Q: 29 clusters Score -1.377788e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 98678 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 91943 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37440 members 
Mstep: Class 10 contains 126104 members 
Mstep: Class 11 contains 115977 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 75826 members 
Mstep: Class 18 contains 48065 members 
Mstep: Class 19 contains 44329 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60849 members 
Mstep: Class 22 contains 21348 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107434 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778816.000000 Penalty: 95326.062500
Iteration 117Q: 29 clusters Score -1.377788e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8517 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 98719 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 91693 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37458 members 
Mstep: Class 10 contains 126012 members 
Mstep: Class 11 contains 116017 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19984 members 
Mstep: Class 17 contains 75972 members 
Mstep: Class 18 contains 48056 members 
Mstep: Class 19 contains 44556 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60956 members 
Mstep: Class 22 contains 21354 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107462 members 
Mstep: Class 26 contains 2824 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 95326.062500
Iteration 118Q: 29 clusters Score -1.37779e+08 nChanged 1892
Entering ConstructFrom: 
Score: -137778992.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -1447401.250000 Penalty: 2285.968262
	Iteration 0F: 2 clusters Score -1447401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1439597.500000 Penalty: 4571.936523
	Iteration 0F: 3 clusters Score -1439598 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1441878.750000 Penalty: 4571.936523
	Iteration 1F: 3 clusters Score -1441879 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1442149.375000 Penalty: 4571.936523
	Iteration 2F: 3 clusters Score -1442149 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1442327.000000 Penalty: 4571.936523
	Iteration 3Q: 3 clusters Score -1442327 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1442458.875000 Penalty: 4571.936523
	Iteration 4Q: 3 clusters Score -1442459 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1442593.000000 Penalty: 4571.936523
	Iteration 5Q: 3 clusters Score -1442593 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1442720.250000 Penalty: 4571.936523
	Iteration 6Q: 3 clusters Score -1442720 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1442827.625000 Penalty: 4571.936523
	Iteration 7Q: 3 clusters Score -1442828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1442919.250000 Penalty: 4571.936523
	Iteration 8Q: 3 clusters Score -1442919 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1443011.125000 Penalty: 4571.936523
	Iteration 9Q: 3 clusters Score -1443011 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1443111.875000 Penalty: 4571.936523
	Iteration 10Q: 3 clusters Score -1443112 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1443228.375000 Penalty: 4571.936523
	Iteration 11Q: 3 clusters Score -1443228 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1443352.625000 Penalty: 4571.936523
	Iteration 12Q: 3 clusters Score -1443353 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1443487.750000 Penalty: 4571.936523
	Iteration 13Q: 3 clusters Score -1443488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1443628.000000 Penalty: 4571.936523
	Iteration 14Q: 3 clusters Score -1443628 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1443777.250000 Penalty: 4571.936523
	Iteration 15Q: 3 clusters Score -1443777 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1443945.750000 Penalty: 4571.936523
	Iteration 16Q: 3 clusters Score -1443946 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1444118.250000 Penalty: 4571.936523
	Iteration 17Q: 3 clusters Score -1444118 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1444284.875000 Penalty: 4571.936523
	Iteration 18Q: 3 clusters Score -1444285 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1444435.750000 Penalty: 4571.936523
	Iteration 19Q: 3 clusters Score -1444436 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1444583.625000 Penalty: 4571.936523
	Iteration 20F: 3 clusters Score -1444584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1444727.000000 Penalty: 4571.936523
	Iteration 21Q: 3 clusters Score -1444727 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1444871.000000 Penalty: 4571.936523
	Iteration 22Q: 3 clusters Score -1444871 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1444995.125000 Penalty: 4571.936523
	Iteration 23Q: 3 clusters Score -1444995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1445095.375000 Penalty: 4571.936523
	Iteration 24Q: 3 clusters Score -1445095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1445165.750000 Penalty: 4571.936523
	Iteration 25Q: 3 clusters Score -1445166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1445220.500000 Penalty: 4571.936523
	Iteration 26Q: 3 clusters Score -1445220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1445255.375000 Penalty: 4571.936523
	Iteration 27Q: 3 clusters Score -1445255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1445272.375000 Penalty: 4571.936523
	Iteration 28Q: 3 clusters Score -1445272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1445289.000000 Penalty: 4571.936523
	Iteration 29Q: 3 clusters Score -1445289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1445303.375000 Penalty: 4571.936523
	Iteration 30Q: 3 clusters Score -1445303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1445312.375000 Penalty: 4571.936523
	Iteration 31Q: 3 clusters Score -1445312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1445327.250000 Penalty: 4571.936523
	Iteration 32Q: 3 clusters Score -1445327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1445339.625000 Penalty: 4571.936523
	Iteration 33Q: 3 clusters Score -1445340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1445359.625000 Penalty: 4571.936523
	Iteration 34Q: 3 clusters Score -1445360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1445372.875000 Penalty: 4571.936523
	Iteration 35Q: 3 clusters Score -1445373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1445385.875000 Penalty: 4571.936523
	Iteration 36Q: 3 clusters Score -1445386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1445399.250000 Penalty: 4571.936523
	Iteration 37Q: 3 clusters Score -1445399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1445403.125000 Penalty: 4571.936523
	Iteration 38Q: 3 clusters Score -1445403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1445409.125000 Penalty: 4571.936523
	Iteration 39Q: 3 clusters Score -1445409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1445413.250000 Penalty: 4571.936523
	Iteration 40F: 3 clusters Score -1445413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1445418.250000 Penalty: 4571.936523
	Iteration 41Q: 3 clusters Score -1445418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1445420.625000 Penalty: 4571.936523
	Iteration 42Q: 3 clusters Score -1445421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1445425.250000 Penalty: 4571.936523
	Iteration 43Q: 3 clusters Score -1445425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1445424.000000 Penalty: 4571.936523
	Iteration 44Q: 3 clusters Score -1445424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1445426.750000 Penalty: 4571.936523
	Iteration 45Q: 3 clusters Score -1445427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1445428.500000 Penalty: 4571.936523
	Iteration 46Q: 3 clusters Score -1445428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1445430.375000 Penalty: 4571.936523
	Iteration 47Q: 3 clusters Score -1445430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1445430.375000 Penalty: 4571.936523
	Iteration 48F: 3 clusters Score -1445430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Entering Unmasked Estep 
Score: -1228926.750000 Penalty: 2240.155762
	Iteration 0F: 2 clusters Score -1228927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1222333.125000 Penalty: 4480.311523
	Iteration 0F: 3 clusters Score -1222333 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1224102.375000 Penalty: 4480.311523
	Iteration 1F: 3 clusters Score -1224102 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1224453.625000 Penalty: 4480.311523
	Iteration 2F: 3 clusters Score -1224454 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1224796.750000 Penalty: 4480.311523
	Iteration 3F: 3 clusters Score -1224797 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1225113.625000 Penalty: 4480.311523
	Iteration 4F: 3 clusters Score -1225114 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1225373.625000 Penalty: 4480.311523
	Iteration 5F: 3 clusters Score -1225374 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1225607.375000 Penalty: 4480.311523
	Iteration 6Q: 3 clusters Score -1225607 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1225807.375000 Penalty: 4480.311523
	Iteration 7Q: 3 clusters Score -1225807 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1225996.500000 Penalty: 4480.311523
	Iteration 8Q: 3 clusters Score -1225996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1226161.375000 Penalty: 4480.311523
	Iteration 9Q: 3 clusters Score -1226161 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1226300.125000 Penalty: 4480.311523
	Iteration 10Q: 3 clusters Score -1226300 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1226429.750000 Penalty: 4480.311523
	Iteration 11Q: 3 clusters Score -1226430 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1226541.250000 Penalty: 4480.311523
	Iteration 12Q: 3 clusters Score -1226541 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1226638.625000 Penalty: 4480.311523
	Iteration 13Q: 3 clusters Score -1226639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1226702.875000 Penalty: 4480.311523
	Iteration 14Q: 3 clusters Score -1226703 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1226766.500000 Penalty: 4480.311523
	Iteration 15Q: 3 clusters Score -1226766 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1226820.500000 Penalty: 4480.311523
	Iteration 16Q: 3 clusters Score -1226820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1226869.375000 Penalty: 4480.311523
	Iteration 17Q: 3 clusters Score -1226869 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1226907.500000 Penalty: 4480.311523
	Iteration 18Q: 3 clusters Score -1226908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1226938.750000 Penalty: 4480.311523
	Iteration 19Q: 3 clusters Score -1226939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1226958.875000 Penalty: 4480.311523
	Iteration 20F: 3 clusters Score -1226959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1226971.500000 Penalty: 4480.311523
	Iteration 21Q: 3 clusters Score -1226972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1226979.750000 Penalty: 4480.311523
	Iteration 22Q: 3 clusters Score -1226980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1226985.625000 Penalty: 4480.311523
	Iteration 23Q: 3 clusters Score -1226986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1226991.250000 Penalty: 4480.311523
	Iteration 24Q: 3 clusters Score -1226991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1226995.500000 Penalty: 4480.311523
	Iteration 25Q: 3 clusters Score -1226996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1226999.625000 Penalty: 4480.311523
	Iteration 26Q: 3 clusters Score -1227000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1227006.125000 Penalty: 4480.311523
	Iteration 27Q: 3 clusters Score -1227006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1227009.250000 Penalty: 4480.311523
	Iteration 28Q: 3 clusters Score -1227009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1227012.125000 Penalty: 4480.311523
	Iteration 29Q: 3 clusters Score -1227012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1227016.250000 Penalty: 4480.311523
	Iteration 30Q: 3 clusters Score -1227016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1227017.875000 Penalty: 4480.311523
	Iteration 31Q: 3 clusters Score -1227018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1227022.125000 Penalty: 4480.311523
	Iteration 32Q: 3 clusters Score -1227022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1227026.875000 Penalty: 4480.311523
	Iteration 33Q: 3 clusters Score -1227027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1227027.750000 Penalty: 4480.311523
	Iteration 34Q: 3 clusters Score -1227028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1227031.250000 Penalty: 4480.311523
	Iteration 35Q: 3 clusters Score -1227031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1227037.000000 Penalty: 4480.311523
	Iteration 36Q: 3 clusters Score -1227037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1227035.500000 Penalty: 4480.311523
	Iteration 37Q: 3 clusters Score -1227036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1227039.000000 Penalty: 4480.311523
	Iteration 38Q: 3 clusters Score -1227039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1227041.250000 Penalty: 4480.311523
	Iteration 39Q: 3 clusters Score -1227041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1227041.250000 Penalty: 4480.311523
	Iteration 40F: 3 clusters Score -1227041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1227040.875000 Penalty: 4480.311523
	Iteration 41Q: 3 clusters Score -1227041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1227042.000000 Penalty: 4480.311523
	Iteration 42Q: 3 clusters Score -1227042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1227041.375000 Penalty: 4480.311523
	Iteration 43Q: 3 clusters Score -1227041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1227039.000000 Penalty: 4480.311523
	Iteration 44Q: 3 clusters Score -1227039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1227039.000000 Penalty: 4480.311523
	Iteration 45F: 3 clusters Score -1227039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1566746.500000 Penalty: 2312.048340
	Iteration 0F: 2 clusters Score -1566746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1558389.250000 Penalty: 4624.096680
	Iteration 0F: 3 clusters Score -1558389 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1560941.750000 Penalty: 4624.096680
	Iteration 1F: 3 clusters Score -1560942 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1561331.125000 Penalty: 4624.096680
	Iteration 2F: 3 clusters Score -1561331 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1561700.750000 Penalty: 4624.096680
	Iteration 3F: 3 clusters Score -1561701 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1562042.750000 Penalty: 4624.096680
	Iteration 4F: 3 clusters Score -1562043 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1562396.000000 Penalty: 4624.096680
	Iteration 5Q: 3 clusters Score -1562396 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1562754.000000 Penalty: 4624.096680
	Iteration 6Q: 3 clusters Score -1562754 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1563093.750000 Penalty: 4624.096680
	Iteration 7Q: 3 clusters Score -1563094 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1563408.375000 Penalty: 4624.096680
	Iteration 8Q: 3 clusters Score -1563408 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1563699.250000 Penalty: 4624.096680
	Iteration 9Q: 3 clusters Score -1563699 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1563954.875000 Penalty: 4624.096680
	Iteration 10Q: 3 clusters Score -1563955 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1564148.375000 Penalty: 4624.096680
	Iteration 11Q: 3 clusters Score -1564148 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1564324.750000 Penalty: 4624.096680
	Iteration 12Q: 3 clusters Score -1564325 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1564455.375000 Penalty: 4624.096680
	Iteration 13Q: 3 clusters Score -1564455 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1564558.375000 Penalty: 4624.096680
	Iteration 14Q: 3 clusters Score -1564558 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1564639.125000 Penalty: 4624.096680
	Iteration 15Q: 3 clusters Score -1564639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1564681.500000 Penalty: 4624.096680
	Iteration 16Q: 3 clusters Score -1564682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1564718.375000 Penalty: 4624.096680
	Iteration 17Q: 3 clusters Score -1564718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1564741.250000 Penalty: 4624.096680
	Iteration 18Q: 3 clusters Score -1564741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1564754.000000 Penalty: 4624.096680
	Iteration 19Q: 3 clusters Score -1564754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1564765.125000 Penalty: 4624.096680
	Iteration 20F: 3 clusters Score -1564765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1564778.250000 Penalty: 4624.096680
	Iteration 21Q: 3 clusters Score -1564778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1564787.750000 Penalty: 4624.096680
	Iteration 22Q: 3 clusters Score -1564788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1564798.875000 Penalty: 4624.096680
	Iteration 23Q: 3 clusters Score -1564799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1564807.875000 Penalty: 4624.096680
	Iteration 24Q: 3 clusters Score -1564808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1564816.625000 Penalty: 4624.096680
	Iteration 25Q: 3 clusters Score -1564817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1564826.000000 Penalty: 4624.096680
	Iteration 26Q: 3 clusters Score -1564826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1564835.125000 Penalty: 4624.096680
	Iteration 27Q: 3 clusters Score -1564835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1564837.750000 Penalty: 4624.096680
	Iteration 28Q: 3 clusters Score -1564838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1564841.250000 Penalty: 4624.096680
	Iteration 29Q: 3 clusters Score -1564841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1564849.000000 Penalty: 4624.096680
	Iteration 30Q: 3 clusters Score -1564849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1564850.375000 Penalty: 4624.096680
	Iteration 31Q: 3 clusters Score -1564850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1564849.625000 Penalty: 4624.096680
	Iteration 32Q: 3 clusters Score -1564850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1564853.125000 Penalty: 4624.096680
	Iteration 33Q: 3 clusters Score -1564853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1564854.250000 Penalty: 4624.096680
	Iteration 34Q: 3 clusters Score -1564854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1564860.000000 Penalty: 4624.096680
	Iteration 35Q: 3 clusters Score -1564860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1564864.250000 Penalty: 4624.096680
	Iteration 36Q: 3 clusters Score -1564864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1564871.625000 Penalty: 4624.096680
	Iteration 37Q: 3 clusters Score -1564872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1564879.250000 Penalty: 4624.096680
	Iteration 38Q: 3 clusters Score -1564879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1564881.750000 Penalty: 4624.096680
	Iteration 39Q: 3 clusters Score -1564882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1564886.875000 Penalty: 4624.096680
	Iteration 40F: 3 clusters Score -1564887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1564888.500000 Penalty: 4624.096680
	Iteration 41Q: 3 clusters Score -1564888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1564887.375000 Penalty: 4624.096680
	Iteration 42Q: 3 clusters Score -1564887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1564889.125000 Penalty: 4624.096680
	Iteration 43Q: 3 clusters Score -1564889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1564892.000000 Penalty: 4624.096680
	Iteration 44Q: 3 clusters Score -1564892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1564890.875000 Penalty: 4624.096680
	Iteration 45Q: 3 clusters Score -1564891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1564890.875000 Penalty: 4624.096680
	Iteration 46F: 3 clusters Score -1564891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1906805.750000 Penalty: 2338.808594
	Iteration 0F: 2 clusters Score -1906806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1897505.375000 Penalty: 4677.617188
	Iteration 0F: 3 clusters Score -1897505 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1900456.625000 Penalty: 4677.617188
	Iteration 1F: 3 clusters Score -1900457 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1900897.125000 Penalty: 4677.617188
	Iteration 2F: 3 clusters Score -1900897 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1901282.625000 Penalty: 4677.617188
	Iteration 3F: 3 clusters Score -1901283 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1901666.000000 Penalty: 4677.617188
	Iteration 4F: 3 clusters Score -1901666 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1902025.375000 Penalty: 4677.617188
	Iteration 5F: 3 clusters Score -1902025 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1902385.625000 Penalty: 4677.617188
	Iteration 6F: 3 clusters Score -1902386 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1902709.750000 Penalty: 4677.617188
	Iteration 7Q: 3 clusters Score -1902710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1902998.000000 Penalty: 4677.617188
	Iteration 8Q: 3 clusters Score -1902998 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1903253.250000 Penalty: 4677.617188
	Iteration 9Q: 3 clusters Score -1903253 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1903449.000000 Penalty: 4677.617188
	Iteration 10Q: 3 clusters Score -1903449 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1903614.750000 Penalty: 4677.617188
	Iteration 11Q: 3 clusters Score -1903615 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1903733.000000 Penalty: 4677.617188
	Iteration 12Q: 3 clusters Score -1903733 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1903855.500000 Penalty: 4677.617188
	Iteration 13Q: 3 clusters Score -1903856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1903972.375000 Penalty: 4677.617188
	Iteration 14Q: 3 clusters Score -1903972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1904097.375000 Penalty: 4677.617188
	Iteration 15Q: 3 clusters Score -1904097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1904193.500000 Penalty: 4677.617188
	Iteration 16Q: 3 clusters Score -1904194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1904249.500000 Penalty: 4677.617188
	Iteration 17Q: 3 clusters Score -1904250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1904305.875000 Penalty: 4677.617188
	Iteration 18Q: 3 clusters Score -1904306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1904352.250000 Penalty: 4677.617188
	Iteration 19Q: 3 clusters Score -1904352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1904384.875000 Penalty: 4677.617188
	Iteration 20F: 3 clusters Score -1904385 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1904428.875000 Penalty: 4677.617188
	Iteration 21Q: 3 clusters Score -1904429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1904451.500000 Penalty: 4677.617188
	Iteration 22Q: 3 clusters Score -1904452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1904480.750000 Penalty: 4677.617188
	Iteration 23Q: 3 clusters Score -1904481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1904516.750000 Penalty: 4677.617188
	Iteration 24Q: 3 clusters Score -1904517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1904545.125000 Penalty: 4677.617188
	Iteration 25Q: 3 clusters Score -1904545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1904578.375000 Penalty: 4677.617188
	Iteration 26Q: 3 clusters Score -1904578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1904609.375000 Penalty: 4677.617188
	Iteration 27Q: 3 clusters Score -1904609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1904646.500000 Penalty: 4677.617188
	Iteration 28Q: 3 clusters Score -1904646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1904694.875000 Penalty: 4677.617188
	Iteration 29Q: 3 clusters Score -1904695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1904742.375000 Penalty: 4677.617188
	Iteration 30Q: 3 clusters Score -1904742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1904776.125000 Penalty: 4677.617188
	Iteration 31Q: 3 clusters Score -1904776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1904807.500000 Penalty: 4677.617188
	Iteration 32Q: 3 clusters Score -1904808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1904837.625000 Penalty: 4677.617188
	Iteration 33Q: 3 clusters Score -1904838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1904868.375000 Penalty: 4677.617188
	Iteration 34Q: 3 clusters Score -1904868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1904901.625000 Penalty: 4677.617188
	Iteration 35Q: 3 clusters Score -1904902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1904926.250000 Penalty: 4677.617188
	Iteration 36Q: 3 clusters Score -1904926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1904951.000000 Penalty: 4677.617188
	Iteration 37Q: 3 clusters Score -1904951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1904979.250000 Penalty: 4677.617188
	Iteration 38Q: 3 clusters Score -1904979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1905006.500000 Penalty: 4677.617188
	Iteration 39Q: 3 clusters Score -1905006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1905033.375000 Penalty: 4677.617188
	Iteration 40F: 3 clusters Score -1905033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1905057.625000 Penalty: 4677.617188
	Iteration 41Q: 3 clusters Score -1905058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1905076.625000 Penalty: 4677.617188
	Iteration 42Q: 3 clusters Score -1905077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1905097.500000 Penalty: 4677.617188
	Iteration 43Q: 3 clusters Score -1905098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1905109.000000 Penalty: 4677.617188
	Iteration 44Q: 3 clusters Score -1905109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1905126.000000 Penalty: 4677.617188
	Iteration 45Q: 3 clusters Score -1905126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1905135.875000 Penalty: 4677.617188
	Iteration 46Q: 3 clusters Score -1905136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1905142.375000 Penalty: 4677.617188
	Iteration 47Q: 3 clusters Score -1905142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1905144.250000 Penalty: 4677.617188
	Iteration 48Q: 3 clusters Score -1905144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1905154.875000 Penalty: 4677.617188
	Iteration 49Q: 3 clusters Score -1905155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1905154.375000 Penalty: 4677.617188
	Iteration 50Q: 3 clusters Score -1905154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1905154.125000 Penalty: 4677.617188
	Iteration 51Q: 3 clusters Score -1905154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1905159.375000 Penalty: 4677.617188
	Iteration 52Q: 3 clusters Score -1905159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1905160.625000 Penalty: 4677.617188
	Iteration 53Q: 3 clusters Score -1905161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1905161.375000 Penalty: 4677.617188
	Iteration 54Q: 3 clusters Score -1905161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1905163.625000 Penalty: 4677.617188
	Iteration 55Q: 3 clusters Score -1905164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1905166.500000 Penalty: 4677.617188
	Iteration 56Q: 3 clusters Score -1905166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1905169.125000 Penalty: 4677.617188
	Iteration 57Q: 3 clusters Score -1905169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1905168.125000 Penalty: 4677.617188
	Iteration 58Q: 3 clusters Score -1905168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1905167.375000 Penalty: 4677.617188
	Iteration 59Q: 3 clusters Score -1905167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1905168.875000 Penalty: 4677.617188
	Iteration 60F: 3 clusters Score -1905169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1905172.125000 Penalty: 4677.617188
	Iteration 61Q: 3 clusters Score -1905172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1905173.250000 Penalty: 4677.617188
	Iteration 62Q: 3 clusters Score -1905173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1905173.125000 Penalty: 4677.617188
	Iteration 63Q: 3 clusters Score -1905173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1905171.500000 Penalty: 4677.617188
	Iteration 64Q: 3 clusters Score -1905172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1905173.625000 Penalty: 4677.617188
	Iteration 65Q: 3 clusters Score -1905174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1905177.500000 Penalty: 4677.617188
	Iteration 66Q: 3 clusters Score -1905178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1905177.500000 Penalty: 4677.617188
	Iteration 67Q: 3 clusters Score -1905178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1905177.500000 Penalty: 4677.617188
	Iteration 68F: 3 clusters Score -1905178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Entering Unmasked Estep 
Score: -15204873.000000 Penalty: 2852.091064
	Iteration 0F: 2 clusters Score -1.520487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -15141872.000000 Penalty: 5704.182129
	Iteration 0F: 3 clusters Score -1.514187e+07 nChanged 46666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -15168241.000000 Penalty: 5704.182129
	Iteration 1F: 3 clusters Score -1.516824e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -15168802.000000 Penalty: 5704.182129
	Iteration 2Q: 3 clusters Score -1.51688e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -15169436.000000 Penalty: 5704.182129
	Iteration 3Q: 3 clusters Score -1.516944e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -15170116.000000 Penalty: 5704.182129
	Iteration 4Q: 3 clusters Score -1.517012e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -15170781.000000 Penalty: 5704.182129
	Iteration 5Q: 3 clusters Score -1.517078e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -15171557.000000 Penalty: 5704.182129
	Iteration 6Q: 3 clusters Score -1.517156e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -15172754.000000 Penalty: 5704.182129
	Iteration 7Q: 3 clusters Score -1.517275e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -15174795.000000 Penalty: 5704.182129
	Iteration 8Q: 3 clusters Score -1.51748e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -15177981.000000 Penalty: 5704.182129
	Iteration 9F: 3 clusters Score -1.517798e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -15182165.000000 Penalty: 5704.182129
	Iteration 10F: 3 clusters Score -1.518216e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -15186964.000000 Penalty: 5704.182129
	Iteration 11F: 3 clusters Score -1.518696e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -15191256.000000 Penalty: 5704.182129
	Iteration 12F: 3 clusters Score -1.519126e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -15194714.000000 Penalty: 5704.182129
	Iteration 13Q: 3 clusters Score -1.519471e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -15197141.000000 Penalty: 5704.182129
	Iteration 14Q: 3 clusters Score -1.519714e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -15198964.000000 Penalty: 5704.182129
	Iteration 15Q: 3 clusters Score -1.519896e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -15200297.000000 Penalty: 5704.182129
	Iteration 16Q: 3 clusters Score -1.52003e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -15201101.000000 Penalty: 5704.182129
	Iteration 17Q: 3 clusters Score -1.52011e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -15201638.000000 Penalty: 5704.182129
	Iteration 18Q: 3 clusters Score -1.520164e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -15202034.000000 Penalty: 5704.182129
	Iteration 19Q: 3 clusters Score -1.520203e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -15202269.000000 Penalty: 5704.182129
	Iteration 20F: 3 clusters Score -1.520227e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -15202369.000000 Penalty: 5704.182129
	Iteration 21Q: 3 clusters Score -1.520237e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -15202457.000000 Penalty: 5704.182129
	Iteration 22Q: 3 clusters Score -1.520246e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -15202504.000000 Penalty: 5704.182129
	Iteration 23Q: 3 clusters Score -1.52025e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -15202534.000000 Penalty: 5704.182129
	Iteration 24Q: 3 clusters Score -1.520253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -15202538.000000 Penalty: 5704.182129
	Iteration 25Q: 3 clusters Score -1.520254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -15202594.000000 Penalty: 5704.182129
	Iteration 26Q: 3 clusters Score -1.520259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -15202596.000000 Penalty: 5704.182129
	Iteration 27Q: 3 clusters Score -1.52026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -15202607.000000 Penalty: 5704.182129
	Iteration 28Q: 3 clusters Score -1.520261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -15202620.000000 Penalty: 5704.182129
	Iteration 29Q: 3 clusters Score -1.520262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -15202636.000000 Penalty: 5704.182129
	Iteration 30Q: 3 clusters Score -1.520264e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -15202644.000000 Penalty: 5704.182129
	Iteration 31Q: 3 clusters Score -1.520264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -15202662.000000 Penalty: 5704.182129
	Iteration 32Q: 3 clusters Score -1.520266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -15202666.000000 Penalty: 5704.182129
	Iteration 33Q: 3 clusters Score -1.520267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -15202661.000000 Penalty: 5704.182129
	Iteration 34Q: 3 clusters Score -1.520266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -15202675.000000 Penalty: 5704.182129
	Iteration 35Q: 3 clusters Score -1.520268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15202681.000000 Penalty: 5704.182129
	Iteration 36Q: 3 clusters Score -1.520268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -15202691.000000 Penalty: 5704.182129
	Iteration 37Q: 3 clusters Score -1.520269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -15202693.000000 Penalty: 5704.182129
	Iteration 38Q: 3 clusters Score -1.520269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -15202701.000000 Penalty: 5704.182129
	Iteration 39Q: 3 clusters Score -1.52027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -15202701.000000 Penalty: 5704.182129
	Iteration 40F: 3 clusters Score -1.52027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -15202710.000000 Penalty: 5704.182129
	Iteration 41Q: 3 clusters Score -1.520271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -15202706.000000 Penalty: 5704.182129
	Iteration 42Q: 3 clusters Score -1.520271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -15202709.000000 Penalty: 5704.182129
	Iteration 43Q: 3 clusters Score -1.520271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -15202707.000000 Penalty: 5704.182129
	Iteration 44Q: 3 clusters Score -1.520271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -15202714.000000 Penalty: 5704.182129
	Iteration 45Q: 3 clusters Score -1.520271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -15202713.000000 Penalty: 5704.182129
	Iteration 46Q: 3 clusters Score -1.520271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -15202713.000000 Penalty: 5704.182129
	Iteration 47F: 3 clusters Score -1.520271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -160847.156250 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160847.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -161722.015625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162248.921875 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162248.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -162556.046875 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162940.015625 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -163396.593750 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -163396.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163601.234375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -163673.375000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -163698.031250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163736.953125 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163833.781250 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163833.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -164021.640625 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -164021.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -164370.062500 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -164370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164422.468750 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -164422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -164438.859375 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -164438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -164443.234375 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -164443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -164465.546875 Penalty: 3514.606934
	Iteration 16F: 3 clusters Score -164465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -164490.265625 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -164490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164499.296875 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -164499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -164501.750000 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -164501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -164501.750000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -164501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 98752 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 91402 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37472 members 
Mstep: Class 10 contains 125949 members 
Mstep: Class 11 contains 116025 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 76149 members 
Mstep: Class 18 contains 48053 members 
Mstep: Class 19 contains 44789 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61053 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107524 members 
Mstep: Class 26 contains 2824 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Mstep: Class 29 contains 548 members 
Entering Unmasked Estep 
Score: -137778768.000000 Penalty: 98730.570312
Splitting cluster 6 changes total score from -137778992.000000 to -137778768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (91402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Entering Unmasked Estep 
Score: -14222736.000000 Penalty: 2832.909424
	Iteration 0F: 2 clusters Score -1.422274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -14162382.000000 Penalty: 5665.818848
	Iteration 0F: 3 clusters Score -1.416238e+07 nChanged 43002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -14186380.000000 Penalty: 5665.818848
	Iteration 1F: 3 clusters Score -1.418638e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -14187068.000000 Penalty: 5665.818848
	Iteration 2Q: 3 clusters Score -1.418707e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -14187568.000000 Penalty: 5665.818848
	Iteration 3Q: 3 clusters Score -1.418757e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -14188219.000000 Penalty: 5665.818848
	Iteration 4Q: 3 clusters Score -1.418822e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -14188876.000000 Penalty: 5665.818848
	Iteration 5Q: 3 clusters Score -1.418888e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -14190002.000000 Penalty: 5665.818848
	Iteration 6Q: 3 clusters Score -1.419e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -14191261.000000 Penalty: 5665.818848
	Iteration 7Q: 3 clusters Score -1.419126e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -14193143.000000 Penalty: 5665.818848
	Iteration 8Q: 3 clusters Score -1.419314e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -14195753.000000 Penalty: 5665.818848
	Iteration 9F: 3 clusters Score -1.419575e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -14199454.000000 Penalty: 5665.818848
	Iteration 10F: 3 clusters Score -1.419945e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -14203716.000000 Penalty: 5665.818848
	Iteration 11F: 3 clusters Score -1.420372e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -14206908.000000 Penalty: 5665.818848
	Iteration 12F: 3 clusters Score -1.420691e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -14208489.000000 Penalty: 5665.818848
	Iteration 13Q: 3 clusters Score -1.420849e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -14209072.000000 Penalty: 5665.818848
	Iteration 14Q: 3 clusters Score -1.420907e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -14209424.000000 Penalty: 5665.818848
	Iteration 15Q: 3 clusters Score -1.420942e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -14209616.000000 Penalty: 5665.818848
	Iteration 16Q: 3 clusters Score -1.420962e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -14209932.000000 Penalty: 5665.818848
	Iteration 17Q: 3 clusters Score -1.420993e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -14210248.000000 Penalty: 5665.818848
	Iteration 18Q: 3 clusters Score -1.421025e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -14210532.000000 Penalty: 5665.818848
	Iteration 19Q: 3 clusters Score -1.421053e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -14210910.000000 Penalty: 5665.818848
	Iteration 20F: 3 clusters Score -1.421091e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -14211216.000000 Penalty: 5665.818848
	Iteration 21Q: 3 clusters Score -1.421122e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -14211545.000000 Penalty: 5665.818848
	Iteration 22Q: 3 clusters Score -1.421154e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -14211812.000000 Penalty: 5665.818848
	Iteration 23Q: 3 clusters Score -1.421181e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -14212052.000000 Penalty: 5665.818848
	Iteration 24Q: 3 clusters Score -1.421205e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -14212439.000000 Penalty: 5665.818848
	Iteration 25Q: 3 clusters Score -1.421244e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -14212743.000000 Penalty: 5665.818848
	Iteration 26Q: 3 clusters Score -1.421274e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -14213149.000000 Penalty: 5665.818848
	Iteration 27Q: 3 clusters Score -1.421315e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -14213517.000000 Penalty: 5665.818848
	Iteration 28Q: 3 clusters Score -1.421352e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -14213880.000000 Penalty: 5665.818848
	Iteration 29Q: 3 clusters Score -1.421388e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -14214276.000000 Penalty: 5665.818848
	Iteration 30Q: 3 clusters Score -1.421428e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -14214696.000000 Penalty: 5665.818848
	Iteration 31Q: 3 clusters Score -1.42147e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -14215051.000000 Penalty: 5665.818848
	Iteration 32Q: 3 clusters Score -1.421505e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -14215393.000000 Penalty: 5665.818848
	Iteration 33Q: 3 clusters Score -1.421539e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -14215868.000000 Penalty: 5665.818848
	Iteration 34Q: 3 clusters Score -1.421587e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -14216256.000000 Penalty: 5665.818848
	Iteration 35Q: 3 clusters Score -1.421626e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -14216759.000000 Penalty: 5665.818848
	Iteration 36Q: 3 clusters Score -1.421676e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -14217296.000000 Penalty: 5665.818848
	Iteration 37Q: 3 clusters Score -1.42173e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -14217826.000000 Penalty: 5665.818848
	Iteration 38Q: 3 clusters Score -1.421783e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14218259.000000 Penalty: 5665.818848
	Iteration 39Q: 3 clusters Score -1.421826e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -14218647.000000 Penalty: 5665.818848
	Iteration 40F: 3 clusters Score -1.421865e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -14218931.000000 Penalty: 5665.818848
	Iteration 41Q: 3 clusters Score -1.421893e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -14219242.000000 Penalty: 5665.818848
	Iteration 42Q: 3 clusters Score -1.421924e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -14219510.000000 Penalty: 5665.818848
	Iteration 43Q: 3 clusters Score -1.421951e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -14219726.000000 Penalty: 5665.818848
	Iteration 44Q: 3 clusters Score -1.421973e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14219864.000000 Penalty: 5665.818848
	Iteration 45Q: 3 clusters Score -1.421986e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -14219937.000000 Penalty: 5665.818848
	Iteration 46Q: 3 clusters Score -1.421994e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -14220032.000000 Penalty: 5665.818848
	Iteration 47Q: 3 clusters Score -1.422003e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14220087.000000 Penalty: 5665.818848
	Iteration 48Q: 3 clusters Score -1.422009e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14220164.000000 Penalty: 5665.818848
	Iteration 49Q: 3 clusters Score -1.422016e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14220206.000000 Penalty: 5665.818848
	Iteration 50Q: 3 clusters Score -1.422021e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -14220235.000000 Penalty: 5665.818848
	Iteration 51Q: 3 clusters Score -1.422024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14220275.000000 Penalty: 5665.818848
	Iteration 52Q: 3 clusters Score -1.422028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14220300.000000 Penalty: 5665.818848
	Iteration 53Q: 3 clusters Score -1.42203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14220336.000000 Penalty: 5665.818848
	Iteration 54Q: 3 clusters Score -1.422034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14220339.000000 Penalty: 5665.818848
	Iteration 55Q: 3 clusters Score -1.422034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14220364.000000 Penalty: 5665.818848
	Iteration 56Q: 3 clusters Score -1.422036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14220382.000000 Penalty: 5665.818848
	Iteration 57Q: 3 clusters Score -1.422038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -14220391.000000 Penalty: 5665.818848
	Iteration 58Q: 3 clusters Score -1.422039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14220397.000000 Penalty: 5665.818848
	Iteration 59Q: 3 clusters Score -1.42204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14220404.000000 Penalty: 5665.818848
	Iteration 60F: 3 clusters Score -1.42204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14220407.000000 Penalty: 5665.818848
	Iteration 61Q: 3 clusters Score -1.422041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -14220422.000000 Penalty: 5665.818848
	Iteration 62Q: 3 clusters Score -1.422042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14220425.000000 Penalty: 5665.818848
	Iteration 63Q: 3 clusters Score -1.422042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14220430.000000 Penalty: 5665.818848
	Iteration 64Q: 3 clusters Score -1.422043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14220446.000000 Penalty: 5665.818848
	Iteration 65Q: 3 clusters Score -1.422045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14220451.000000 Penalty: 5665.818848
	Iteration 66Q: 3 clusters Score -1.422045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14220446.000000 Penalty: 5665.818848
	Iteration 67Q: 3 clusters Score -1.422045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14220451.000000 Penalty: 5665.818848
	Iteration 68Q: 3 clusters Score -1.422045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14220459.000000 Penalty: 5665.818848
	Iteration 69Q: 3 clusters Score -1.422046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14220468.000000 Penalty: 5665.818848
	Iteration 70Q: 3 clusters Score -1.422047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14220452.000000 Penalty: 5665.818848
	Iteration 71Q: 3 clusters Score -1.422045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14220459.000000 Penalty: 5665.818848
	Iteration 72Q: 3 clusters Score -1.422046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14220458.000000 Penalty: 5665.818848
	Iteration 73Q: 3 clusters Score -1.422046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14220458.000000 Penalty: 5665.818848
	Iteration 74Q: 3 clusters Score -1.422046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14220446.000000 Penalty: 5665.818848
	Iteration 75Q: 3 clusters Score -1.422045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14220451.000000 Penalty: 5665.818848
	Iteration 76Q: 3 clusters Score -1.422045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14220449.000000 Penalty: 5665.818848
	Iteration 77Q: 3 clusters Score -1.422045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14220449.000000 Penalty: 5665.818848
	Iteration 78F: 3 clusters Score -1.422045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18585.275391 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -18585.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17609.716797 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -17609.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17675.289062 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -17675.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17683.615234 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -17683.62 nChanged 1
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: -17686.894531 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -17686.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17698.097656 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -17698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17709.441406 Penalty: 2591.970215
	Iteration 5Q: 3 clusters Score -17709.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17709.441406 Penalty: 2591.970215
	Iteration 6F: 3 clusters Score -17709.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Entering Unmasked Estep 
Score: -5746038.500000 Penalty: 2611.774658
	Iteration 0F: 2 clusters Score -5746038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5720653.500000 Penalty: 5223.549316
	Iteration 0F: 3 clusters Score -5720654 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5730092.500000 Penalty: 5223.549316
	Iteration 1F: 3 clusters Score -5730092 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5730813.500000 Penalty: 5223.549316
	Iteration 2Q: 3 clusters Score -5730814 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -5731748.000000 Penalty: 5223.549316
	Iteration 3F: 3 clusters Score -5731748 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5733090.500000 Penalty: 5223.549316
	Iteration 4F: 3 clusters Score -5733090 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5734885.500000 Penalty: 5223.549316
	Iteration 5F: 3 clusters Score -5734886 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -5737027.500000 Penalty: 5223.549316
	Iteration 6F: 3 clusters Score -5737028 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5739151.000000 Penalty: 5223.549316
	Iteration 7F: 3 clusters Score -5739151 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5740867.000000 Penalty: 5223.549316
	Iteration 8F: 3 clusters Score -5740867 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5742097.500000 Penalty: 5223.549316
	Iteration 9Q: 3 clusters Score -5742098 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5742851.500000 Penalty: 5223.549316
	Iteration 10Q: 3 clusters Score -5742852 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5743277.000000 Penalty: 5223.549316
	Iteration 11Q: 3 clusters Score -5743277 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5743466.500000 Penalty: 5223.549316
	Iteration 12Q: 3 clusters Score -5743466 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5743592.500000 Penalty: 5223.549316
	Iteration 13Q: 3 clusters Score -5743592 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5743729.500000 Penalty: 5223.549316
	Iteration 14Q: 3 clusters Score -5743730 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5743795.000000 Penalty: 5223.549316
	Iteration 15Q: 3 clusters Score -5743795 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5743872.000000 Penalty: 5223.549316
	Iteration 16Q: 3 clusters Score -5743872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5743930.500000 Penalty: 5223.549316
	Iteration 17Q: 3 clusters Score -5743930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5743967.000000 Penalty: 5223.549316
	Iteration 18Q: 3 clusters Score -5743967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5744016.000000 Penalty: 5223.549316
	Iteration 19Q: 3 clusters Score -5744016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5744045.000000 Penalty: 5223.549316
	Iteration 20F: 3 clusters Score -5744045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5744059.500000 Penalty: 5223.549316
	Iteration 21Q: 3 clusters Score -5744060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5744071.500000 Penalty: 5223.549316
	Iteration 22Q: 3 clusters Score -5744072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5744082.500000 Penalty: 5223.549316
	Iteration 23Q: 3 clusters Score -5744082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5744092.000000 Penalty: 5223.549316
	Iteration 24Q: 3 clusters Score -5744092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5744097.500000 Penalty: 5223.549316
	Iteration 25Q: 3 clusters Score -5744098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5744117.000000 Penalty: 5223.549316
	Iteration 26Q: 3 clusters Score -5744117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5744113.500000 Penalty: 5223.549316
	Iteration 27Q: 3 clusters Score -5744114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5744125.500000 Penalty: 5223.549316
	Iteration 28Q: 3 clusters Score -5744126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5744133.500000 Penalty: 5223.549316
	Iteration 29Q: 3 clusters Score -5744134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5744146.000000 Penalty: 5223.549316
	Iteration 30Q: 3 clusters Score -5744146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5744143.500000 Penalty: 5223.549316
	Iteration 31Q: 3 clusters Score -5744144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5744143.500000 Penalty: 5223.549316
	Iteration 32Q: 3 clusters Score -5744144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5744149.000000 Penalty: 5223.549316
	Iteration 33Q: 3 clusters Score -5744149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5744152.500000 Penalty: 5223.549316
	Iteration 34Q: 3 clusters Score -5744152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5744149.500000 Penalty: 5223.549316
	Iteration 35Q: 3 clusters Score -5744150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5744148.000000 Penalty: 5223.549316
	Iteration 36Q: 3 clusters Score -5744148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5744154.500000 Penalty: 5223.549316
	Iteration 37Q: 3 clusters Score -5744154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5744154.500000 Penalty: 5223.549316
	Iteration 38F: 3 clusters Score -5744154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Entering Unmasked Estep 
Score: -19358272.000000 Penalty: 2912.420898
	Iteration 0F: 2 clusters Score -1.935827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -19279274.000000 Penalty: 5824.841797
	Iteration 0F: 3 clusters Score -1.927927e+07 nChanged 60105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -19313764.000000 Penalty: 5824.841797
	Iteration 1F: 3 clusters Score -1.931376e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -19314986.000000 Penalty: 5824.841797
	Iteration 2Q: 3 clusters Score -1.931499e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -19316786.000000 Penalty: 5824.841797
	Iteration 3Q: 3 clusters Score -1.931679e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -19319498.000000 Penalty: 5824.841797
	Iteration 4Q: 3 clusters Score -1.93195e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -19323250.000000 Penalty: 5824.841797
	Iteration 5F: 3 clusters Score -1.932325e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -19328860.000000 Penalty: 5824.841797
	Iteration 6F: 3 clusters Score -1.932886e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -19336080.000000 Penalty: 5824.841797
	Iteration 7F: 3 clusters Score -1.933608e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -19343410.000000 Penalty: 5824.841797
	Iteration 8F: 3 clusters Score -1.934341e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -19348158.000000 Penalty: 5824.841797
	Iteration 9F: 3 clusters Score -1.934816e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -19350054.000000 Penalty: 5824.841797
	Iteration 10Q: 3 clusters Score -1.935005e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -19351152.000000 Penalty: 5824.841797
	Iteration 11Q: 3 clusters Score -1.935115e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -19351934.000000 Penalty: 5824.841797
	Iteration 12Q: 3 clusters Score -1.935193e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -19352624.000000 Penalty: 5824.841797
	Iteration 13Q: 3 clusters Score -1.935262e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -19353224.000000 Penalty: 5824.841797
	Iteration 14Q: 3 clusters Score -1.935322e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -19353746.000000 Penalty: 5824.841797
	Iteration 15Q: 3 clusters Score -1.935375e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -19354144.000000 Penalty: 5824.841797
	Iteration 16Q: 3 clusters Score -1.935414e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -19354614.000000 Penalty: 5824.841797
	Iteration 17Q: 3 clusters Score -1.935461e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -19354890.000000 Penalty: 5824.841797
	Iteration 18Q: 3 clusters Score -1.935489e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -19355302.000000 Penalty: 5824.841797
	Iteration 19Q: 3 clusters Score -1.93553e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -19355656.000000 Penalty: 5824.841797
	Iteration 20F: 3 clusters Score -1.935566e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -19356024.000000 Penalty: 5824.841797
	Iteration 21Q: 3 clusters Score -1.935602e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -19356334.000000 Penalty: 5824.841797
	Iteration 22Q: 3 clusters Score -1.935633e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -19356724.000000 Penalty: 5824.841797
	Iteration 23Q: 3 clusters Score -1.935672e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -19357064.000000 Penalty: 5824.841797
	Iteration 24Q: 3 clusters Score -1.935706e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -19357444.000000 Penalty: 5824.841797
	Iteration 25Q: 3 clusters Score -1.935744e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -19357716.000000 Penalty: 5824.841797
	Iteration 26Q: 3 clusters Score -1.935772e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -19357950.000000 Penalty: 5824.841797
	Iteration 27Q: 3 clusters Score -1.935795e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -19358164.000000 Penalty: 5824.841797
	Iteration 28Q: 3 clusters Score -1.935816e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -19358384.000000 Penalty: 5824.841797
	Iteration 29Q: 3 clusters Score -1.935838e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -19358550.000000 Penalty: 5824.841797
	Iteration 30Q: 3 clusters Score -1.935855e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -19358652.000000 Penalty: 5824.841797
	Iteration 31Q: 3 clusters Score -1.935865e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -19358804.000000 Penalty: 5824.841797
	Iteration 32Q: 3 clusters Score -1.93588e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -19358908.000000 Penalty: 5824.841797
	Iteration 33Q: 3 clusters Score -1.935891e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -19358876.000000 Penalty: 5824.841797
	Iteration 34Q: 3 clusters Score -1.935888e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -19358890.000000 Penalty: 5824.841797
	Iteration 35Q: 3 clusters Score -1.935889e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -19358806.000000 Penalty: 5824.841797
	Iteration 36Q: 3 clusters Score -1.935881e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 117028 members 
Entering Unmasked Estep 
Score: -19358778.000000 Penalty: 5824.841797
	Iteration 37Q: 3 clusters Score -1.935878e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -19358706.000000 Penalty: 5824.841797
	Iteration 38Q: 3 clusters Score -1.935871e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 118358 members 
Entering Unmasked Estep 
Score: -19358722.000000 Penalty: 5824.841797
	Iteration 39Q: 3 clusters Score -1.935872e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -19358572.000000 Penalty: 5824.841797
	Iteration 40F: 3 clusters Score -1.935857e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -19358466.000000 Penalty: 5824.841797
	Iteration 41Q: 3 clusters Score -1.935847e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -19358342.000000 Penalty: 5824.841797
	Iteration 42Q: 3 clusters Score -1.935834e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -19358178.000000 Penalty: 5824.841797
	Iteration 43Q: 3 clusters Score -1.935818e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -19358116.000000 Penalty: 5824.841797
	Iteration 44Q: 3 clusters Score -1.935812e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -19358058.000000 Penalty: 5824.841797
	Iteration 45Q: 3 clusters Score -1.935806e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -19358022.000000 Penalty: 5824.841797
	Iteration 46Q: 3 clusters Score -1.935802e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -19357972.000000 Penalty: 5824.841797
	Iteration 47Q: 3 clusters Score -1.935797e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 121686 members 
Entering Unmasked Estep 
Score: -19357966.000000 Penalty: 5824.841797
	Iteration 48Q: 3 clusters Score -1.935797e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 121892 members 
Entering Unmasked Estep 
Score: -19357916.000000 Penalty: 5824.841797
	Iteration 49Q: 3 clusters Score -1.935792e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -19357850.000000 Penalty: 5824.841797
	Iteration 50Q: 3 clusters Score -1.935785e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -19357832.000000 Penalty: 5824.841797
	Iteration 51Q: 3 clusters Score -1.935783e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -19357806.000000 Penalty: 5824.841797
	Iteration 52Q: 3 clusters Score -1.935781e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -19357766.000000 Penalty: 5824.841797
	Iteration 53Q: 3 clusters Score -1.935777e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -19357730.000000 Penalty: 5824.841797
	Iteration 54Q: 3 clusters Score -1.935773e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -19357676.000000 Penalty: 5824.841797
	Iteration 55Q: 3 clusters Score -1.935768e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -19357602.000000 Penalty: 5824.841797
	Iteration 56Q: 3 clusters Score -1.93576e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -19357562.000000 Penalty: 5824.841797
	Iteration 57Q: 3 clusters Score -1.935756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -19357550.000000 Penalty: 5824.841797
	Iteration 58Q: 3 clusters Score -1.935755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -19357516.000000 Penalty: 5824.841797
	Iteration 59Q: 3 clusters Score -1.935752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -19357510.000000 Penalty: 5824.841797
	Iteration 60F: 3 clusters Score -1.935751e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -19357456.000000 Penalty: 5824.841797
	Iteration 61Q: 3 clusters Score -1.935746e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -19357434.000000 Penalty: 5824.841797
	Iteration 62Q: 3 clusters Score -1.935743e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -19357428.000000 Penalty: 5824.841797
	Iteration 63Q: 3 clusters Score -1.935743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -19357430.000000 Penalty: 5824.841797
	Iteration 64Q: 3 clusters Score -1.935743e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 123385 members 
Entering Unmasked Estep 
Score: -19357432.000000 Penalty: 5824.841797
	Iteration 65Q: 3 clusters Score -1.935743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -19357412.000000 Penalty: 5824.841797
	Iteration 66Q: 3 clusters Score -1.935741e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -19357408.000000 Penalty: 5824.841797
	Iteration 67Q: 3 clusters Score -1.935741e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -19357408.000000 Penalty: 5824.841797
	Iteration 68Q: 3 clusters Score -1.935741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -19357386.000000 Penalty: 5824.841797
	Iteration 69Q: 3 clusters Score -1.935739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 123580 members 
Entering Unmasked Estep 
Score: -19357380.000000 Penalty: 5824.841797
	Iteration 70Q: 3 clusters Score -1.935738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -19357366.000000 Penalty: 5824.841797
	Iteration 71Q: 3 clusters Score -1.935737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -19357354.000000 Penalty: 5824.841797
	Iteration 72Q: 3 clusters Score -1.935735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -19357324.000000 Penalty: 5824.841797
	Iteration 73Q: 3 clusters Score -1.935732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -19357318.000000 Penalty: 5824.841797
	Iteration 74Q: 3 clusters Score -1.935732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -19357288.000000 Penalty: 5824.841797
	Iteration 75Q: 3 clusters Score -1.935729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 123776 members 
Entering Unmasked Estep 
Score: -19357286.000000 Penalty: 5824.841797
	Iteration 76Q: 3 clusters Score -1.935729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -19357280.000000 Penalty: 5824.841797
	Iteration 77Q: 3 clusters Score -1.935728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -19357266.000000 Penalty: 5824.841797
	Iteration 78Q: 3 clusters Score -1.935727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -19357234.000000 Penalty: 5824.841797
	Iteration 79Q: 3 clusters Score -1.935723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -19357228.000000 Penalty: 5824.841797
	Iteration 80F: 3 clusters Score -1.935723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -19357212.000000 Penalty: 5824.841797
	Iteration 81Q: 3 clusters Score -1.935721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -19357210.000000 Penalty: 5824.841797
	Iteration 82Q: 3 clusters Score -1.935721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -19357220.000000 Penalty: 5824.841797
	Iteration 83Q: 3 clusters Score -1.935722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -19357206.000000 Penalty: 5824.841797
	Iteration 84Q: 3 clusters Score -1.935721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -19357210.000000 Penalty: 5824.841797
	Iteration 85Q: 3 clusters Score -1.935721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -19357222.000000 Penalty: 5824.841797
	Iteration 86Q: 3 clusters Score -1.935722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -19357218.000000 Penalty: 5824.841797
	Iteration 87Q: 3 clusters Score -1.935722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -19357212.000000 Penalty: 5824.841797
	Iteration 88Q: 3 clusters Score -1.935721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -19357200.000000 Penalty: 5824.841797
	Iteration 89Q: 3 clusters Score -1.93572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -19357188.000000 Penalty: 5824.841797
	Iteration 90Q: 3 clusters Score -1.935719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -19357182.000000 Penalty: 5824.841797
	Iteration 91Q: 3 clusters Score -1.935718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -19357156.000000 Penalty: 5824.841797
	Iteration 92Q: 3 clusters Score -1.935716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 124060 members 
Entering Unmasked Estep 
Score: -19357182.000000 Penalty: 5824.841797
	Iteration 93Q: 3 clusters Score -1.935718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -19357176.000000 Penalty: 5824.841797
	Iteration 94Q: 3 clusters Score -1.935718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -19357180.000000 Penalty: 5824.841797
	Iteration 95Q: 3 clusters Score -1.935718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -19357186.000000 Penalty: 5824.841797
	Iteration 96Q: 3 clusters Score -1.935719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -19357182.000000 Penalty: 5824.841797
	Iteration 97Q: 3 clusters Score -1.935718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -19357188.000000 Penalty: 5824.841797
	Iteration 98Q: 3 clusters Score -1.935719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 124087 members 
Entering Unmasked Estep 
Score: -19357190.000000 Penalty: 5824.841797
	Iteration 99Q: 3 clusters Score -1.935719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -19357184.000000 Penalty: 5824.841797
	Iteration 100F: 3 clusters Score -1.935718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -19357184.000000 Penalty: 5824.841797
	Iteration 101Q: 3 clusters Score -1.935718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -19357178.000000 Penalty: 5824.841797
	Iteration 102Q: 3 clusters Score -1.935718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -19357180.000000 Penalty: 5824.841797
	Iteration 103Q: 3 clusters Score -1.935718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -19357180.000000 Penalty: 5824.841797
	Iteration 104Q: 3 clusters Score -1.935718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 124107 members 
Entering Unmasked Estep 
Score: -19357184.000000 Penalty: 5824.841797
	Iteration 105Q: 3 clusters Score -1.935718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -19357178.000000 Penalty: 5824.841797
	Iteration 106Q: 3 clusters Score -1.935718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 124117 members 
Entering Unmasked Estep 
Score: -19357174.000000 Penalty: 5824.841797
	Iteration 107Q: 3 clusters Score -1.935717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 124119 members 
Entering Unmasked Estep 
Score: -19357162.000000 Penalty: 5824.841797
	Iteration 108Q: 3 clusters Score -1.935716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -19357174.000000 Penalty: 5824.841797
	Iteration 109Q: 3 clusters Score -1.935717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -19357170.000000 Penalty: 5824.841797
	Iteration 110Q: 3 clusters Score -1.935717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -19357172.000000 Penalty: 5824.841797
	Iteration 111Q: 3 clusters Score -1.935717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -19357168.000000 Penalty: 5824.841797
	Iteration 112Q: 3 clusters Score -1.935717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -19357174.000000 Penalty: 5824.841797
	Iteration 113Q: 3 clusters Score -1.935717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -19357164.000000 Penalty: 5824.841797
	Iteration 114Q: 3 clusters Score -1.935716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -19357156.000000 Penalty: 5824.841797
	Iteration 115Q: 3 clusters Score -1.935716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -19357158.000000 Penalty: 5824.841797
	Iteration 116Q: 3 clusters Score -1.935716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -19357158.000000 Penalty: 5824.841797
	Iteration 117Q: 3 clusters Score -1.935716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -19357150.000000 Penalty: 5824.841797
	Iteration 118Q: 3 clusters Score -1.935715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -19357142.000000 Penalty: 5824.841797
	Iteration 119Q: 3 clusters Score -1.935714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -19357134.000000 Penalty: 5824.841797
	Iteration 120F: 3 clusters Score -1.935713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -19357146.000000 Penalty: 5824.841797
	Iteration 121Q: 3 clusters Score -1.935715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -19357128.000000 Penalty: 5824.841797
	Iteration 122Q: 3 clusters Score -1.935713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -19357146.000000 Penalty: 5824.841797
	Iteration 123Q: 3 clusters Score -1.935715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -19357152.000000 Penalty: 5824.841797
	Iteration 124Q: 3 clusters Score -1.935715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 124183 members 
Entering Unmasked Estep 
Score: -19357150.000000 Penalty: 5824.841797
	Iteration 125Q: 3 clusters Score -1.935715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -19357146.000000 Penalty: 5824.841797
	Iteration 126Q: 3 clusters Score -1.935715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -19357140.000000 Penalty: 5824.841797
	Iteration 127Q: 3 clusters Score -1.935714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -19357134.000000 Penalty: 5824.841797
	Iteration 128Q: 3 clusters Score -1.935713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -19357130.000000 Penalty: 5824.841797
	Iteration 129Q: 3 clusters Score -1.935713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -19357106.000000 Penalty: 5824.841797
	Iteration 130Q: 3 clusters Score -1.935711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -19357106.000000 Penalty: 5824.841797
	Iteration 131Q: 3 clusters Score -1.935711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -19357100.000000 Penalty: 5824.841797
	Iteration 132Q: 3 clusters Score -1.93571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -19357092.000000 Penalty: 5824.841797
	Iteration 133Q: 3 clusters Score -1.935709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 124239 members 
Entering Unmasked Estep 
Score: -19357088.000000 Penalty: 5824.841797
	Iteration 134Q: 3 clusters Score -1.935709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -19357092.000000 Penalty: 5824.841797
	Iteration 135Q: 3 clusters Score -1.935709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -19357076.000000 Penalty: 5824.841797
	Iteration 136Q: 3 clusters Score -1.935708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -19357064.000000 Penalty: 5824.841797
	Iteration 137Q: 3 clusters Score -1.935706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -19357066.000000 Penalty: 5824.841797
	Iteration 138Q: 3 clusters Score -1.935707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -19357076.000000 Penalty: 5824.841797
	Iteration 139Q: 3 clusters Score -1.935708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -19357064.000000 Penalty: 5824.841797
	Iteration 140F: 3 clusters Score -1.935706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 141Q: 3 clusters Score -1.935707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 124277 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 142Q: 3 clusters Score -1.935707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -19357060.000000 Penalty: 5824.841797
	Iteration 143Q: 3 clusters Score -1.935706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -19357060.000000 Penalty: 5824.841797
	Iteration 144Q: 3 clusters Score -1.935706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -19357060.000000 Penalty: 5824.841797
	Iteration 145Q: 3 clusters Score -1.935706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 146Q: 3 clusters Score -1.935707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 147Q: 3 clusters Score -1.935707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -19357062.000000 Penalty: 5824.841797
	Iteration 148Q: 3 clusters Score -1.935706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -19357054.000000 Penalty: 5824.841797
	Iteration 149Q: 3 clusters Score -1.935705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 150Q: 3 clusters Score -1.935707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -19357070.000000 Penalty: 5824.841797
	Iteration 151Q: 3 clusters Score -1.935707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 124301 members 
Entering Unmasked Estep 
Score: -19357060.000000 Penalty: 5824.841797
	Iteration 152Q: 3 clusters Score -1.935706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -19357056.000000 Penalty: 5824.841797
	Iteration 153Q: 3 clusters Score -1.935706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -19357050.000000 Penalty: 5824.841797
	Iteration 154Q: 3 clusters Score -1.935705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -19357046.000000 Penalty: 5824.841797
	Iteration 155Q: 3 clusters Score -1.935705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -19357046.000000 Penalty: 5824.841797
	Iteration 156Q: 3 clusters Score -1.935705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -19357056.000000 Penalty: 5824.841797
	Iteration 157Q: 3 clusters Score -1.935706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -19357038.000000 Penalty: 5824.841797
	Iteration 158Q: 3 clusters Score -1.935704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -19357056.000000 Penalty: 5824.841797
	Iteration 159Q: 3 clusters Score -1.935706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -19357058.000000 Penalty: 5824.841797
	Iteration 160F: 3 clusters Score -1.935706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -19357048.000000 Penalty: 5824.841797
	Iteration 161Q: 3 clusters Score -1.935705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -19357044.000000 Penalty: 5824.841797
	Iteration 162Q: 3 clusters Score -1.935704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -19357034.000000 Penalty: 5824.841797
	Iteration 163Q: 3 clusters Score -1.935703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -19357030.000000 Penalty: 5824.841797
	Iteration 164Q: 3 clusters Score -1.935703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -19357026.000000 Penalty: 5824.841797
	Iteration 165Q: 3 clusters Score -1.935703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -19357024.000000 Penalty: 5824.841797
	Iteration 166Q: 3 clusters Score -1.935702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -19357024.000000 Penalty: 5824.841797
	Iteration 167Q: 3 clusters Score -1.935702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 124372 members 
Entering Unmasked Estep 
Score: -19357030.000000 Penalty: 5824.841797
	Iteration 168Q: 3 clusters Score -1.935703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 124380 members 
Entering Unmasked Estep 
Score: -19357024.000000 Penalty: 5824.841797
	Iteration 169Q: 3 clusters Score -1.935702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -19357020.000000 Penalty: 5824.841797
	Iteration 170Q: 3 clusters Score -1.935702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -19357020.000000 Penalty: 5824.841797
	Iteration 171Q: 3 clusters Score -1.935702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -19357022.000000 Penalty: 5824.841797
	Iteration 172Q: 3 clusters Score -1.935702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -19357028.000000 Penalty: 5824.841797
	Iteration 173Q: 3 clusters Score -1.935703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -19357028.000000 Penalty: 5824.841797
	Iteration 174Q: 3 clusters Score -1.935703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -19357036.000000 Penalty: 5824.841797
	Iteration 175Q: 3 clusters Score -1.935704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -19357034.000000 Penalty: 5824.841797
	Iteration 176Q: 3 clusters Score -1.935703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -19357028.000000 Penalty: 5824.841797
	Iteration 177Q: 3 clusters Score -1.935703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -19357016.000000 Penalty: 5824.841797
	Iteration 178Q: 3 clusters Score -1.935702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -19357006.000000 Penalty: 5824.841797
	Iteration 179Q: 3 clusters Score -1.935701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -19357012.000000 Penalty: 5824.841797
	Iteration 180F: 3 clusters Score -1.935701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Entering Unmasked Estep 
Score: -17874364.000000 Penalty: 2892.067139
	Iteration 0F: 2 clusters Score -1.787436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -17801854.000000 Penalty: 5784.134277
	Iteration 0F: 3 clusters Score -1.780185e+07 nChanged 55173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -17833548.000000 Penalty: 5784.134277
	Iteration 1F: 3 clusters Score -1.783355e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -17834094.000000 Penalty: 5784.134277
	Iteration 2Q: 3 clusters Score -1.783409e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -17834754.000000 Penalty: 5784.134277
	Iteration 3Q: 3 clusters Score -1.783475e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -17835760.000000 Penalty: 5784.134277
	Iteration 4Q: 3 clusters Score -1.783576e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -17837204.000000 Penalty: 5784.134277
	Iteration 5Q: 3 clusters Score -1.78372e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -17839714.000000 Penalty: 5784.134277
	Iteration 6Q: 3 clusters Score -1.783971e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -17843704.000000 Penalty: 5784.134277
	Iteration 7F: 3 clusters Score -1.78437e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -17849536.000000 Penalty: 5784.134277
	Iteration 8F: 3 clusters Score -1.784954e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -17855950.000000 Penalty: 5784.134277
	Iteration 9F: 3 clusters Score -1.785595e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -17861092.000000 Penalty: 5784.134277
	Iteration 10F: 3 clusters Score -1.786109e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -17864386.000000 Penalty: 5784.134277
	Iteration 11Q: 3 clusters Score -1.786439e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -17866306.000000 Penalty: 5784.134277
	Iteration 12Q: 3 clusters Score -1.786631e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -17867694.000000 Penalty: 5784.134277
	Iteration 13Q: 3 clusters Score -1.786769e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -17868494.000000 Penalty: 5784.134277
	Iteration 14Q: 3 clusters Score -1.786849e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -17869272.000000 Penalty: 5784.134277
	Iteration 15Q: 3 clusters Score -1.786927e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -17870034.000000 Penalty: 5784.134277
	Iteration 16Q: 3 clusters Score -1.787003e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -17870626.000000 Penalty: 5784.134277
	Iteration 17Q: 3 clusters Score -1.787063e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -17871008.000000 Penalty: 5784.134277
	Iteration 18Q: 3 clusters Score -1.787101e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -17871264.000000 Penalty: 5784.134277
	Iteration 19Q: 3 clusters Score -1.787126e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -17871366.000000 Penalty: 5784.134277
	Iteration 20F: 3 clusters Score -1.787137e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17871520.000000 Penalty: 5784.134277
	Iteration 21Q: 3 clusters Score -1.787152e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17871712.000000 Penalty: 5784.134277
	Iteration 22Q: 3 clusters Score -1.787171e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -17871780.000000 Penalty: 5784.134277
	Iteration 23Q: 3 clusters Score -1.787178e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17871862.000000 Penalty: 5784.134277
	Iteration 24Q: 3 clusters Score -1.787186e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17871924.000000 Penalty: 5784.134277
	Iteration 25Q: 3 clusters Score -1.787192e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17871964.000000 Penalty: 5784.134277
	Iteration 26Q: 3 clusters Score -1.787196e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17872006.000000 Penalty: 5784.134277
	Iteration 27Q: 3 clusters Score -1.787201e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -17872010.000000 Penalty: 5784.134277
	Iteration 28Q: 3 clusters Score -1.787201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17872042.000000 Penalty: 5784.134277
	Iteration 29Q: 3 clusters Score -1.787204e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17872048.000000 Penalty: 5784.134277
	Iteration 30Q: 3 clusters Score -1.787205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17872056.000000 Penalty: 5784.134277
	Iteration 31Q: 3 clusters Score -1.787206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17872082.000000 Penalty: 5784.134277
	Iteration 32Q: 3 clusters Score -1.787208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17872072.000000 Penalty: 5784.134277
	Iteration 33Q: 3 clusters Score -1.787207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115318 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17872072.000000 Penalty: 5784.134277
	Iteration 34Q: 3 clusters Score -1.787207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17872066.000000 Penalty: 5784.134277
	Iteration 35Q: 3 clusters Score -1.787207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115327 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17872070.000000 Penalty: 5784.134277
	Iteration 36Q: 3 clusters Score -1.787207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17872068.000000 Penalty: 5784.134277
	Iteration 37Q: 3 clusters Score -1.787207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17872072.000000 Penalty: 5784.134277
	Iteration 38Q: 3 clusters Score -1.787207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17872072.000000 Penalty: 5784.134277
	Iteration 39F: 3 clusters Score -1.787207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -993705.625000 Penalty: 2174.915039
	Iteration 0F: 2 clusters Score -993705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -988305.312500 Penalty: 4349.830078
	Iteration 0F: 3 clusters Score -988305.3 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -989641.187500 Penalty: 4349.830078
	Iteration 1F: 3 clusters Score -989641.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -989849.687500 Penalty: 4349.830078
	Iteration 2F: 3 clusters Score -989849.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -989999.125000 Penalty: 4349.830078
	Iteration 3Q: 3 clusters Score -989999.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -990103.812500 Penalty: 4349.830078
	Iteration 4Q: 3 clusters Score -990103.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -990171.687500 Penalty: 4349.830078
	Iteration 5Q: 3 clusters Score -990171.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -990232.125000 Penalty: 4349.830078
	Iteration 6Q: 3 clusters Score -990232.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -990279.875000 Penalty: 4349.830078
	Iteration 7Q: 3 clusters Score -990279.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -990323.312500 Penalty: 4349.830078
	Iteration 8Q: 3 clusters Score -990323.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -990362.000000 Penalty: 4349.830078
	Iteration 9Q: 3 clusters Score -990362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -990390.937500 Penalty: 4349.830078
	Iteration 10Q: 3 clusters Score -990390.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -990423.875000 Penalty: 4349.830078
	Iteration 11Q: 3 clusters Score -990423.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -990464.875000 Penalty: 4349.830078
	Iteration 12Q: 3 clusters Score -990464.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -990509.750000 Penalty: 4349.830078
	Iteration 13Q: 3 clusters Score -990509.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -990556.312500 Penalty: 4349.830078
	Iteration 14Q: 3 clusters Score -990556.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -990622.437500 Penalty: 4349.830078
	Iteration 15Q: 3 clusters Score -990622.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -990701.875000 Penalty: 4349.830078
	Iteration 16Q: 3 clusters Score -990701.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -990791.250000 Penalty: 4349.830078
	Iteration 17Q: 3 clusters Score -990791.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -990878.437500 Penalty: 4349.830078
	Iteration 18Q: 3 clusters Score -990878.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -990975.437500 Penalty: 4349.830078
	Iteration 19Q: 3 clusters Score -990975.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -991065.500000 Penalty: 4349.830078
	Iteration 20F: 3 clusters Score -991065.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -991151.687500 Penalty: 4349.830078
	Iteration 21Q: 3 clusters Score -991151.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -991224.625000 Penalty: 4349.830078
	Iteration 22Q: 3 clusters Score -991224.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -991292.562500 Penalty: 4349.830078
	Iteration 23Q: 3 clusters Score -991292.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -991361.500000 Penalty: 4349.830078
	Iteration 24Q: 3 clusters Score -991361.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -991422.687500 Penalty: 4349.830078
	Iteration 25Q: 3 clusters Score -991422.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -991478.000000 Penalty: 4349.830078
	Iteration 26Q: 3 clusters Score -991478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -991525.250000 Penalty: 4349.830078
	Iteration 27Q: 3 clusters Score -991525.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -991567.812500 Penalty: 4349.830078
	Iteration 28Q: 3 clusters Score -991567.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -991608.062500 Penalty: 4349.830078
	Iteration 29Q: 3 clusters Score -991608.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -991644.625000 Penalty: 4349.830078
	Iteration 30Q: 3 clusters Score -991644.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -991677.687500 Penalty: 4349.830078
	Iteration 31Q: 3 clusters Score -991677.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -991701.875000 Penalty: 4349.830078
	Iteration 32Q: 3 clusters Score -991701.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -991728.000000 Penalty: 4349.830078
	Iteration 33Q: 3 clusters Score -991728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -991751.812500 Penalty: 4349.830078
	Iteration 34Q: 3 clusters Score -991751.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -991775.375000 Penalty: 4349.830078
	Iteration 35Q: 3 clusters Score -991775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -991789.500000 Penalty: 4349.830078
	Iteration 36Q: 3 clusters Score -991789.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -991809.562500 Penalty: 4349.830078
	Iteration 37Q: 3 clusters Score -991809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -991820.812500 Penalty: 4349.830078
	Iteration 38Q: 3 clusters Score -991820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -991834.250000 Penalty: 4349.830078
	Iteration 39Q: 3 clusters Score -991834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -991844.562500 Penalty: 4349.830078
	Iteration 40F: 3 clusters Score -991844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -991858.812500 Penalty: 4349.830078
	Iteration 41Q: 3 clusters Score -991858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -991868.125000 Penalty: 4349.830078
	Iteration 42Q: 3 clusters Score -991868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -991872.312500 Penalty: 4349.830078
	Iteration 43Q: 3 clusters Score -991872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -991876.750000 Penalty: 4349.830078
	Iteration 44Q: 3 clusters Score -991876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -991877.750000 Penalty: 4349.830078
	Iteration 45Q: 3 clusters Score -991877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -991879.687500 Penalty: 4349.830078
	Iteration 46Q: 3 clusters Score -991879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -991880.562500 Penalty: 4349.830078
	Iteration 47Q: 3 clusters Score -991880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -991882.625000 Penalty: 4349.830078
	Iteration 48Q: 3 clusters Score -991882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -991884.812500 Penalty: 4349.830078
	Iteration 49Q: 3 clusters Score -991884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -991884.812500 Penalty: 4349.830078
	Iteration 50F: 3 clusters Score -991884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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: -19611.667969 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19611.67 nChanged 7
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: -19646.886719 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19646.89 nChanged 4
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: -19670.380859 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19670.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19676.777344 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -19676.78 nChanged 1
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: -19682.996094 Penalty: 2526.500000
	Iteration 4Q: 3 clusters Score -19683 nChanged 0
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: -19682.996094 Penalty: 2526.500000
	Iteration 5F: 3 clusters Score -19683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -753556.437500 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -753556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -748970.687500 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -748970.7 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -750099.375000 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -750099.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -750319.000000 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -750319 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -750470.687500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -750470.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -750560.187500 Penalty: 4236.484863
	Iteration 4Q: 3 clusters Score -750560.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -750629.500000 Penalty: 4236.484863
	Iteration 5Q: 3 clusters Score -750629.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -750689.250000 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -750689.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -750761.687500 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -750761.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -750870.125000 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -750870.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -750992.437500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -750992.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -751160.937500 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -751160.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -751377.000000 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -751377 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -751610.625000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -751610.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -751807.562500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -751807.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -751984.125000 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -751984.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -752105.250000 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -752105.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -752191.750000 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -752191.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -752240.937500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -752240.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -752287.750000 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -752287.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -752323.250000 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -752323.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -752357.687500 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -752357.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -752377.312500 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -752377.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -752385.562500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -752385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -752392.062500 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -752392.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -752401.625000 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -752401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -752410.250000 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -752410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -752414.937500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -752414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -752425.937500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -752425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -752433.875000 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -752433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -752441.312500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -752441.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -752450.000000 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -752450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -752454.500000 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -752454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -752456.625000 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -752456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -752460.312500 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -752460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -752459.875000 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -752459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -752460.875000 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -752460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -752461.812500 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -752461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -752463.062500 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -752463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -752462.625000 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -752462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -752462.625000 Penalty: 4236.484863
	Iteration 39F: 3 clusters Score -752462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92288.859375 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92288.86 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92576.117188 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92576.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92787.414062 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92787.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92919.992188 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -92919.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93059.765625 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -93059.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93167.335938 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93167.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93244.656250 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93244.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93291.601562 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93291.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93382.710938 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93382.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93479.265625 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93479.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93547.210938 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93547.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93562.453125 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93562.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -93576.476562 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -93576.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93583.625000 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -93583.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93605.781250 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -93605.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93607.671875 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -93607.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93607.984375 Penalty: 3243.634766
	Iteration 16F: 3 clusters Score -93607.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93615.796875 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -93615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93615.796875 Penalty: 3243.634766
	Iteration 18F: 3 clusters Score -93615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Entering Unmasked Estep 
Score: -3043290.750000 Penalty: 2455.903809
	Iteration 0F: 2 clusters Score -3043291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3029318.250000 Penalty: 4911.807617
	Iteration 0F: 3 clusters Score -3029318 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3033899.500000 Penalty: 4911.807617
	Iteration 1F: 3 clusters Score -3033900 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3034246.500000 Penalty: 4911.807617
	Iteration 2F: 3 clusters Score -3034246 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3034520.250000 Penalty: 4911.807617
	Iteration 3Q: 3 clusters Score -3034520 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3034762.750000 Penalty: 4911.807617
	Iteration 4Q: 3 clusters Score -3034763 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3034992.750000 Penalty: 4911.807617
	Iteration 5Q: 3 clusters Score -3034993 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3035258.250000 Penalty: 4911.807617
	Iteration 6Q: 3 clusters Score -3035258 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3035593.500000 Penalty: 4911.807617
	Iteration 7Q: 3 clusters Score -3035594 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3035950.000000 Penalty: 4911.807617
	Iteration 8Q: 3 clusters Score -3035950 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3036424.000000 Penalty: 4911.807617
	Iteration 9Q: 3 clusters Score -3036424 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3037017.250000 Penalty: 4911.807617
	Iteration 10Q: 3 clusters Score -3037017 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3037760.750000 Penalty: 4911.807617
	Iteration 11F: 3 clusters Score -3037761 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3038567.250000 Penalty: 4911.807617
	Iteration 12F: 3 clusters Score -3038567 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3039350.250000 Penalty: 4911.807617
	Iteration 13Q: 3 clusters Score -3039350 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3040013.500000 Penalty: 4911.807617
	Iteration 14Q: 3 clusters Score -3040014 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3040446.500000 Penalty: 4911.807617
	Iteration 15Q: 3 clusters Score -3040446 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3040730.750000 Penalty: 4911.807617
	Iteration 16Q: 3 clusters Score -3040731 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3040892.000000 Penalty: 4911.807617
	Iteration 17Q: 3 clusters Score -3040892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3040989.000000 Penalty: 4911.807617
	Iteration 18Q: 3 clusters Score -3040989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3041020.500000 Penalty: 4911.807617
	Iteration 19Q: 3 clusters Score -3041020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3041050.000000 Penalty: 4911.807617
	Iteration 20F: 3 clusters Score -3041050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3041065.250000 Penalty: 4911.807617
	Iteration 21Q: 3 clusters Score -3041065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3041077.000000 Penalty: 4911.807617
	Iteration 22Q: 3 clusters Score -3041077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3041090.250000 Penalty: 4911.807617
	Iteration 23Q: 3 clusters Score -3041090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3041106.750000 Penalty: 4911.807617
	Iteration 24Q: 3 clusters Score -3041107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3041118.500000 Penalty: 4911.807617
	Iteration 25Q: 3 clusters Score -3041118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3041126.250000 Penalty: 4911.807617
	Iteration 26Q: 3 clusters Score -3041126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3041125.500000 Penalty: 4911.807617
	Iteration 27Q: 3 clusters Score -3041126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3041127.500000 Penalty: 4911.807617
	Iteration 28Q: 3 clusters Score -3041128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3041129.250000 Penalty: 4911.807617
	Iteration 29Q: 3 clusters Score -3041129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3041130.000000 Penalty: 4911.807617
	Iteration 30Q: 3 clusters Score -3041130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3041130.000000 Penalty: 4911.807617
	Iteration 31F: 3 clusters Score -3041130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Entering Unmasked Estep 
Score: -11722492.000000 Penalty: 2787.630859
	Iteration 0F: 2 clusters Score -1.172249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -11671445.000000 Penalty: 5575.261719
	Iteration 0F: 3 clusters Score -1.167144e+07 nChanged 35968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -11692381.000000 Penalty: 5575.261719
	Iteration 1F: 3 clusters Score -1.169238e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -11694119.000000 Penalty: 5575.261719
	Iteration 2F: 3 clusters Score -1.169412e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -11696876.000000 Penalty: 5575.261719
	Iteration 3F: 3 clusters Score -1.169688e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -11700695.000000 Penalty: 5575.261719
	Iteration 4F: 3 clusters Score -1.17007e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -11705137.000000 Penalty: 5575.261719
	Iteration 5F: 3 clusters Score -1.170514e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -11709253.000000 Penalty: 5575.261719
	Iteration 6F: 3 clusters Score -1.170925e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -11712482.000000 Penalty: 5575.261719
	Iteration 7F: 3 clusters Score -1.171248e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -11714692.000000 Penalty: 5575.261719
	Iteration 8Q: 3 clusters Score -1.171469e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -11716025.000000 Penalty: 5575.261719
	Iteration 9Q: 3 clusters Score -1.171602e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -11716924.000000 Penalty: 5575.261719
	Iteration 10Q: 3 clusters Score -1.171692e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -11717541.000000 Penalty: 5575.261719
	Iteration 11Q: 3 clusters Score -1.171754e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -11718022.000000 Penalty: 5575.261719
	Iteration 12Q: 3 clusters Score -1.171802e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -11718481.000000 Penalty: 5575.261719
	Iteration 13Q: 3 clusters Score -1.171848e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -11718814.000000 Penalty: 5575.261719
	Iteration 14Q: 3 clusters Score -1.171881e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -11719124.000000 Penalty: 5575.261719
	Iteration 15Q: 3 clusters Score -1.171912e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -11719324.000000 Penalty: 5575.261719
	Iteration 16Q: 3 clusters Score -1.171932e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -11719481.000000 Penalty: 5575.261719
	Iteration 17Q: 3 clusters Score -1.171948e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -11719701.000000 Penalty: 5575.261719
	Iteration 18Q: 3 clusters Score -1.17197e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11719818.000000 Penalty: 5575.261719
	Iteration 19Q: 3 clusters Score -1.171982e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11719941.000000 Penalty: 5575.261719
	Iteration 20F: 3 clusters Score -1.171994e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11720068.000000 Penalty: 5575.261719
	Iteration 21Q: 3 clusters Score -1.172007e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -11720157.000000 Penalty: 5575.261719
	Iteration 22Q: 3 clusters Score -1.172016e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -11720224.000000 Penalty: 5575.261719
	Iteration 23Q: 3 clusters Score -1.172022e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11720249.000000 Penalty: 5575.261719
	Iteration 24Q: 3 clusters Score -1.172025e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11720294.000000 Penalty: 5575.261719
	Iteration 25Q: 3 clusters Score -1.172029e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -11720329.000000 Penalty: 5575.261719
	Iteration 26Q: 3 clusters Score -1.172033e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -11720410.000000 Penalty: 5575.261719
	Iteration 27Q: 3 clusters Score -1.172041e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11720462.000000 Penalty: 5575.261719
	Iteration 28Q: 3 clusters Score -1.172046e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -11720500.000000 Penalty: 5575.261719
	Iteration 29Q: 3 clusters Score -1.17205e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -11720514.000000 Penalty: 5575.261719
	Iteration 30Q: 3 clusters Score -1.172051e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -11720520.000000 Penalty: 5575.261719
	Iteration 31Q: 3 clusters Score -1.172052e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11720567.000000 Penalty: 5575.261719
	Iteration 32Q: 3 clusters Score -1.172057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11720582.000000 Penalty: 5575.261719
	Iteration 33Q: 3 clusters Score -1.172058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11720599.000000 Penalty: 5575.261719
	Iteration 34Q: 3 clusters Score -1.17206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -11720615.000000 Penalty: 5575.261719
	Iteration 35Q: 3 clusters Score -1.172062e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11720618.000000 Penalty: 5575.261719
	Iteration 36Q: 3 clusters Score -1.172062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11720627.000000 Penalty: 5575.261719
	Iteration 37Q: 3 clusters Score -1.172063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11720633.000000 Penalty: 5575.261719
	Iteration 38Q: 3 clusters Score -1.172063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11720640.000000 Penalty: 5575.261719
	Iteration 39Q: 3 clusters Score -1.172064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -11720654.000000 Penalty: 5575.261719
	Iteration 40F: 3 clusters Score -1.172065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11720671.000000 Penalty: 5575.261719
	Iteration 41Q: 3 clusters Score -1.172067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -11720671.000000 Penalty: 5575.261719
	Iteration 42Q: 3 clusters Score -1.172067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11720677.000000 Penalty: 5575.261719
	Iteration 43Q: 3 clusters Score -1.172068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11720682.000000 Penalty: 5575.261719
	Iteration 44Q: 3 clusters Score -1.172068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11720695.000000 Penalty: 5575.261719
	Iteration 45Q: 3 clusters Score -1.17207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11720694.000000 Penalty: 5575.261719
	Iteration 46Q: 3 clusters Score -1.172069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -11720694.000000 Penalty: 5575.261719
	Iteration 47Q: 3 clusters Score -1.172069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11720690.000000 Penalty: 5575.261719
	Iteration 48Q: 3 clusters Score -1.172069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11720693.000000 Penalty: 5575.261719
	Iteration 49Q: 3 clusters Score -1.172069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -11720696.000000 Penalty: 5575.261719
	Iteration 50Q: 3 clusters Score -1.17207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11720698.000000 Penalty: 5575.261719
	Iteration 51Q: 3 clusters Score -1.17207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11720701.000000 Penalty: 5575.261719
	Iteration 52Q: 3 clusters Score -1.17207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11720705.000000 Penalty: 5575.261719
	Iteration 53Q: 3 clusters Score -1.17207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11720700.000000 Penalty: 5575.261719
	Iteration 54Q: 3 clusters Score -1.17207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11720706.000000 Penalty: 5575.261719
	Iteration 55Q: 3 clusters Score -1.172071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11720718.000000 Penalty: 5575.261719
	Iteration 56Q: 3 clusters Score -1.172072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11720709.000000 Penalty: 5575.261719
	Iteration 57Q: 3 clusters Score -1.172071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11720706.000000 Penalty: 5575.261719
	Iteration 58Q: 3 clusters Score -1.172071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11720709.000000 Penalty: 5575.261719
	Iteration 59Q: 3 clusters Score -1.172071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -11720718.000000 Penalty: 5575.261719
	Iteration 60F: 3 clusters Score -1.172072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Entering Unmasked Estep 
Score: -7197161.000000 Penalty: 2673.454834
	Iteration 0F: 2 clusters Score -7197161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -7164875.500000 Penalty: 5346.909668
	Iteration 0F: 3 clusters Score -7164876 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7177109.500000 Penalty: 5346.909668
	Iteration 1F: 3 clusters Score -7177110 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -7177636.500000 Penalty: 5346.909668
	Iteration 2Q: 3 clusters Score -7177636 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -7178145.500000 Penalty: 5346.909668
	Iteration 3Q: 3 clusters Score -7178146 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -7178660.500000 Penalty: 5346.909668
	Iteration 4Q: 3 clusters Score -7178660 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7179224.000000 Penalty: 5346.909668
	Iteration 5Q: 3 clusters Score -7179224 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -7179941.000000 Penalty: 5346.909668
	Iteration 6Q: 3 clusters Score -7179941 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7180820.000000 Penalty: 5346.909668
	Iteration 7Q: 3 clusters Score -7180820 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7181967.000000 Penalty: 5346.909668
	Iteration 8Q: 3 clusters Score -7181967 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -7183412.000000 Penalty: 5346.909668
	Iteration 9Q: 3 clusters Score -7183412 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -7184980.000000 Penalty: 5346.909668
	Iteration 10F: 3 clusters Score -7184980 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7186699.000000 Penalty: 5346.909668
	Iteration 11Q: 3 clusters Score -7186699 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7188346.000000 Penalty: 5346.909668
	Iteration 12Q: 3 clusters Score -7188346 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7189710.000000 Penalty: 5346.909668
	Iteration 13Q: 3 clusters Score -7189710 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7190840.000000 Penalty: 5346.909668
	Iteration 14Q: 3 clusters Score -7190840 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7191682.500000 Penalty: 5346.909668
	Iteration 15Q: 3 clusters Score -7191682 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7192402.000000 Penalty: 5346.909668
	Iteration 16Q: 3 clusters Score -7192402 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -7192944.500000 Penalty: 5346.909668
	Iteration 17Q: 3 clusters Score -7192944 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -7193424.500000 Penalty: 5346.909668
	Iteration 18Q: 3 clusters Score -7193424 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7193789.000000 Penalty: 5346.909668
	Iteration 19Q: 3 clusters Score -7193789 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -7194079.000000 Penalty: 5346.909668
	Iteration 20F: 3 clusters Score -7194079 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -7194286.000000 Penalty: 5346.909668
	Iteration 21Q: 3 clusters Score -7194286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -7194498.000000 Penalty: 5346.909668
	Iteration 22Q: 3 clusters Score -7194498 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -7194631.000000 Penalty: 5346.909668
	Iteration 23Q: 3 clusters Score -7194631 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7194723.500000 Penalty: 5346.909668
	Iteration 24Q: 3 clusters Score -7194724 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -7194826.500000 Penalty: 5346.909668
	Iteration 25Q: 3 clusters Score -7194826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -7194893.000000 Penalty: 5346.909668
	Iteration 26Q: 3 clusters Score -7194893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -7194944.500000 Penalty: 5346.909668
	Iteration 27Q: 3 clusters Score -7194944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -7194990.000000 Penalty: 5346.909668
	Iteration 28Q: 3 clusters Score -7194990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -7195001.000000 Penalty: 5346.909668
	Iteration 29Q: 3 clusters Score -7195001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -7195019.000000 Penalty: 5346.909668
	Iteration 30Q: 3 clusters Score -7195019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -7195026.000000 Penalty: 5346.909668
	Iteration 31Q: 3 clusters Score -7195026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -7195039.000000 Penalty: 5346.909668
	Iteration 32Q: 3 clusters Score -7195039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -7195058.000000 Penalty: 5346.909668
	Iteration 33Q: 3 clusters Score -7195058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -7195069.000000 Penalty: 5346.909668
	Iteration 34Q: 3 clusters Score -7195069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -7195077.000000 Penalty: 5346.909668
	Iteration 35Q: 3 clusters Score -7195077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -7195090.500000 Penalty: 5346.909668
	Iteration 36Q: 3 clusters Score -7195090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -7195104.000000 Penalty: 5346.909668
	Iteration 37Q: 3 clusters Score -7195104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -7195121.000000 Penalty: 5346.909668
	Iteration 38Q: 3 clusters Score -7195121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -7195142.000000 Penalty: 5346.909668
	Iteration 39Q: 3 clusters Score -7195142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -7195152.000000 Penalty: 5346.909668
	Iteration 40F: 3 clusters Score -7195152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -7195168.000000 Penalty: 5346.909668
	Iteration 41Q: 3 clusters Score -7195168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -7195172.500000 Penalty: 5346.909668
	Iteration 42Q: 3 clusters Score -7195172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -7195178.000000 Penalty: 5346.909668
	Iteration 43Q: 3 clusters Score -7195178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -7195166.500000 Penalty: 5346.909668
	Iteration 44Q: 3 clusters Score -7195166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -7195174.000000 Penalty: 5346.909668
	Iteration 45Q: 3 clusters Score -7195174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -7195183.000000 Penalty: 5346.909668
	Iteration 46Q: 3 clusters Score -7195183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -7195190.000000 Penalty: 5346.909668
	Iteration 47Q: 3 clusters Score -7195190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -7195189.500000 Penalty: 5346.909668
	Iteration 48Q: 3 clusters Score -7195190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -7195188.500000 Penalty: 5346.909668
	Iteration 49Q: 3 clusters Score -7195188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -7195186.000000 Penalty: 5346.909668
	Iteration 50Q: 3 clusters Score -7195186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7195192.000000 Penalty: 5346.909668
	Iteration 51Q: 3 clusters Score -7195192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -7195196.500000 Penalty: 5346.909668
	Iteration 52Q: 3 clusters Score -7195196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7195192.000000 Penalty: 5346.909668
	Iteration 53Q: 3 clusters Score -7195192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7195192.000000 Penalty: 5346.909668
	Iteration 54F: 3 clusters Score -7195192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Entering Unmasked Estep 
Score: -6767687.500000 Penalty: 2656.010010
	Iteration 0F: 2 clusters Score -6767688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -6737356.000000 Penalty: 5312.020020
	Iteration 0F: 3 clusters Score -6737356 nChanged 20701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -6748772.000000 Penalty: 5312.020020
	Iteration 1F: 3 clusters Score -6748772 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6749428.000000 Penalty: 5312.020020
	Iteration 2Q: 3 clusters Score -6749428 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6750256.000000 Penalty: 5312.020020
	Iteration 3Q: 3 clusters Score -6750256 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6751233.500000 Penalty: 5312.020020
	Iteration 4Q: 3 clusters Score -6751234 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6752647.000000 Penalty: 5312.020020
	Iteration 5F: 3 clusters Score -6752647 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -6754660.500000 Penalty: 5312.020020
	Iteration 6F: 3 clusters Score -6754660 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -6757054.000000 Penalty: 5312.020020
	Iteration 7F: 3 clusters Score -6757054 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -6759613.000000 Penalty: 5312.020020
	Iteration 8F: 3 clusters Score -6759613 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -6761925.500000 Penalty: 5312.020020
	Iteration 9F: 3 clusters Score -6761926 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6763639.000000 Penalty: 5312.020020
	Iteration 10Q: 3 clusters Score -6763639 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -6764579.500000 Penalty: 5312.020020
	Iteration 11Q: 3 clusters Score -6764580 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -6764953.500000 Penalty: 5312.020020
	Iteration 12Q: 3 clusters Score -6764954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -6765118.500000 Penalty: 5312.020020
	Iteration 13Q: 3 clusters Score -6765118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6765192.000000 Penalty: 5312.020020
	Iteration 14Q: 3 clusters Score -6765192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -6765236.000000 Penalty: 5312.020020
	Iteration 15Q: 3 clusters Score -6765236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6765271.000000 Penalty: 5312.020020
	Iteration 16Q: 3 clusters Score -6765271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -6765294.500000 Penalty: 5312.020020
	Iteration 17Q: 3 clusters Score -6765294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6765319.500000 Penalty: 5312.020020
	Iteration 18Q: 3 clusters Score -6765320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6765345.500000 Penalty: 5312.020020
	Iteration 19Q: 3 clusters Score -6765346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6765351.500000 Penalty: 5312.020020
	Iteration 20F: 3 clusters Score -6765352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6765353.000000 Penalty: 5312.020020
	Iteration 21Q: 3 clusters Score -6765353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6765357.500000 Penalty: 5312.020020
	Iteration 22Q: 3 clusters Score -6765358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6765359.000000 Penalty: 5312.020020
	Iteration 23Q: 3 clusters Score -6765359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6765359.000000 Penalty: 5312.020020
	Iteration 24F: 3 clusters Score -6765359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54440.101562 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54440.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54706.343750 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54706.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54846.359375 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54846.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54924.480469 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54924.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54963.449219 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54963.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54983.644531 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -54983.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55019.546875 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55019.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55036.996094 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55050.707031 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55050.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55070.796875 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55101.187500 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55101.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55163.589844 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -55163.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55226.667969 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -55226.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55264.238281 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -55264.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55279.699219 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -55279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55303.003906 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -55303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55310.347656 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -55310.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55312.164062 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -55312.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55312.164062 Penalty: 3001.836182
	Iteration 18F: 3 clusters Score -55312.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Entering Unmasked Estep 
Score: -9448304.000000 Penalty: 2732.835449
	Iteration 0F: 2 clusters Score -9448304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -9407271.000000 Penalty: 5465.670898
	Iteration 0F: 3 clusters Score -9407271 nChanged 28493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -9423206.000000 Penalty: 5465.670898
	Iteration 1F: 3 clusters Score -9423206 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9423882.000000 Penalty: 5465.670898
	Iteration 2Q: 3 clusters Score -9423882 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -9424726.000000 Penalty: 5465.670898
	Iteration 3Q: 3 clusters Score -9424726 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -9425722.000000 Penalty: 5465.670898
	Iteration 4Q: 3 clusters Score -9425722 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -9427068.000000 Penalty: 5465.670898
	Iteration 5Q: 3 clusters Score -9427068 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -9428834.000000 Penalty: 5465.670898
	Iteration 6F: 3 clusters Score -9428834 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -9431549.000000 Penalty: 5465.670898
	Iteration 7F: 3 clusters Score -9431549 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -9434950.000000 Penalty: 5465.670898
	Iteration 8F: 3 clusters Score -9434950 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -9437945.000000 Penalty: 5465.670898
	Iteration 9F: 3 clusters Score -9437945 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -9439433.000000 Penalty: 5465.670898
	Iteration 10Q: 3 clusters Score -9439433 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9440041.000000 Penalty: 5465.670898
	Iteration 11Q: 3 clusters Score -9440041 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -9440374.000000 Penalty: 5465.670898
	Iteration 12Q: 3 clusters Score -9440374 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -9440653.000000 Penalty: 5465.670898
	Iteration 13Q: 3 clusters Score -9440653 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -9440841.000000 Penalty: 5465.670898
	Iteration 14Q: 3 clusters Score -9440841 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -9441085.000000 Penalty: 5465.670898
	Iteration 15Q: 3 clusters Score -9441085 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -9441299.000000 Penalty: 5465.670898
	Iteration 16Q: 3 clusters Score -9441299 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -9441536.000000 Penalty: 5465.670898
	Iteration 17Q: 3 clusters Score -9441536 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -9441763.000000 Penalty: 5465.670898
	Iteration 18Q: 3 clusters Score -9441763 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -9441945.000000 Penalty: 5465.670898
	Iteration 19Q: 3 clusters Score -9441945 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -9442178.000000 Penalty: 5465.670898
	Iteration 20F: 3 clusters Score -9442178 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -9442362.000000 Penalty: 5465.670898
	Iteration 21Q: 3 clusters Score -9442362 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -9442590.000000 Penalty: 5465.670898
	Iteration 22Q: 3 clusters Score -9442590 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -9442816.000000 Penalty: 5465.670898
	Iteration 23Q: 3 clusters Score -9442816 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -9442934.000000 Penalty: 5465.670898
	Iteration 24Q: 3 clusters Score -9442934 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9443120.000000 Penalty: 5465.670898
	Iteration 25Q: 3 clusters Score -9443120 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -9443249.000000 Penalty: 5465.670898
	Iteration 26Q: 3 clusters Score -9443249 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -9443437.000000 Penalty: 5465.670898
	Iteration 27Q: 3 clusters Score -9443437 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9443578.000000 Penalty: 5465.670898
	Iteration 28Q: 3 clusters Score -9443578 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -9443766.000000 Penalty: 5465.670898
	Iteration 29Q: 3 clusters Score -9443766 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -9443931.000000 Penalty: 5465.670898
	Iteration 30Q: 3 clusters Score -9443931 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -9444071.000000 Penalty: 5465.670898
	Iteration 31Q: 3 clusters Score -9444071 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -9444262.000000 Penalty: 5465.670898
	Iteration 32Q: 3 clusters Score -9444262 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -9444358.000000 Penalty: 5465.670898
	Iteration 33Q: 3 clusters Score -9444358 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -9444474.000000 Penalty: 5465.670898
	Iteration 34Q: 3 clusters Score -9444474 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -9444558.000000 Penalty: 5465.670898
	Iteration 35Q: 3 clusters Score -9444558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -9444697.000000 Penalty: 5465.670898
	Iteration 36Q: 3 clusters Score -9444697 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -9444771.000000 Penalty: 5465.670898
	Iteration 37Q: 3 clusters Score -9444771 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9444874.000000 Penalty: 5465.670898
	Iteration 38Q: 3 clusters Score -9444874 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -9444988.000000 Penalty: 5465.670898
	Iteration 39Q: 3 clusters Score -9444988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -9445070.000000 Penalty: 5465.670898
	Iteration 40F: 3 clusters Score -9445070 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9445182.000000 Penalty: 5465.670898
	Iteration 41Q: 3 clusters Score -9445182 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9445282.000000 Penalty: 5465.670898
	Iteration 42Q: 3 clusters Score -9445282 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9445342.000000 Penalty: 5465.670898
	Iteration 43Q: 3 clusters Score -9445342 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -9445432.000000 Penalty: 5465.670898
	Iteration 44Q: 3 clusters Score -9445432 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -9445516.000000 Penalty: 5465.670898
	Iteration 45Q: 3 clusters Score -9445516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9445605.000000 Penalty: 5465.670898
	Iteration 46Q: 3 clusters Score -9445605 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9445678.000000 Penalty: 5465.670898
	Iteration 47Q: 3 clusters Score -9445678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9445746.000000 Penalty: 5465.670898
	Iteration 48Q: 3 clusters Score -9445746 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9445796.000000 Penalty: 5465.670898
	Iteration 49Q: 3 clusters Score -9445796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9445828.000000 Penalty: 5465.670898
	Iteration 50Q: 3 clusters Score -9445828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -9445852.000000 Penalty: 5465.670898
	Iteration 51Q: 3 clusters Score -9445852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9445907.000000 Penalty: 5465.670898
	Iteration 52Q: 3 clusters Score -9445907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9445937.000000 Penalty: 5465.670898
	Iteration 53Q: 3 clusters Score -9445937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9445953.000000 Penalty: 5465.670898
	Iteration 54Q: 3 clusters Score -9445953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9445979.000000 Penalty: 5465.670898
	Iteration 55Q: 3 clusters Score -9445979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9445999.000000 Penalty: 5465.670898
	Iteration 56Q: 3 clusters Score -9445999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9446017.000000 Penalty: 5465.670898
	Iteration 57Q: 3 clusters Score -9446017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9446014.000000 Penalty: 5465.670898
	Iteration 58Q: 3 clusters Score -9446014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9446029.000000 Penalty: 5465.670898
	Iteration 59Q: 3 clusters Score -9446029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9446032.000000 Penalty: 5465.670898
	Iteration 60F: 3 clusters Score -9446032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9446058.000000 Penalty: 5465.670898
	Iteration 61Q: 3 clusters Score -9446058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9446063.000000 Penalty: 5465.670898
	Iteration 62Q: 3 clusters Score -9446063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9446092.000000 Penalty: 5465.670898
	Iteration 63Q: 3 clusters Score -9446092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9446099.000000 Penalty: 5465.670898
	Iteration 64Q: 3 clusters Score -9446099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9446116.000000 Penalty: 5465.670898
	Iteration 65Q: 3 clusters Score -9446116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9446112.000000 Penalty: 5465.670898
	Iteration 66Q: 3 clusters Score -9446112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9446113.000000 Penalty: 5465.670898
	Iteration 67Q: 3 clusters Score -9446113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9446111.000000 Penalty: 5465.670898
	Iteration 68Q: 3 clusters Score -9446111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9446108.000000 Penalty: 5465.670898
	Iteration 69Q: 3 clusters Score -9446108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9446133.000000 Penalty: 5465.670898
	Iteration 70Q: 3 clusters Score -9446133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9446131.000000 Penalty: 5465.670898
	Iteration 71Q: 3 clusters Score -9446131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9446151.000000 Penalty: 5465.670898
	Iteration 72Q: 3 clusters Score -9446151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9446170.000000 Penalty: 5465.670898
	Iteration 73Q: 3 clusters Score -9446170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9446163.000000 Penalty: 5465.670898
	Iteration 74Q: 3 clusters Score -9446163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9446177.000000 Penalty: 5465.670898
	Iteration 75Q: 3 clusters Score -9446177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9446174.000000 Penalty: 5465.670898
	Iteration 76Q: 3 clusters Score -9446174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9446184.000000 Penalty: 5465.670898
	Iteration 77Q: 3 clusters Score -9446184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9446197.000000 Penalty: 5465.670898
	Iteration 78Q: 3 clusters Score -9446197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9446188.000000 Penalty: 5465.670898
	Iteration 79Q: 3 clusters Score -9446188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9446196.000000 Penalty: 5465.670898
	Iteration 80F: 3 clusters Score -9446196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9446187.000000 Penalty: 5465.670898
	Iteration 81Q: 3 clusters Score -9446187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9446203.000000 Penalty: 5465.670898
	Iteration 82Q: 3 clusters Score -9446203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9446201.000000 Penalty: 5465.670898
	Iteration 83Q: 3 clusters Score -9446201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9446193.000000 Penalty: 5465.670898
	Iteration 84Q: 3 clusters Score -9446193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9446202.000000 Penalty: 5465.670898
	Iteration 85Q: 3 clusters Score -9446202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9446189.000000 Penalty: 5465.670898
	Iteration 86Q: 3 clusters Score -9446189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9446194.000000 Penalty: 5465.670898
	Iteration 87Q: 3 clusters Score -9446194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9446199.000000 Penalty: 5465.670898
	Iteration 88Q: 3 clusters Score -9446199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9446186.000000 Penalty: 5465.670898
	Iteration 89Q: 3 clusters Score -9446186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9446199.000000 Penalty: 5465.670898
	Iteration 90Q: 3 clusters Score -9446199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9446195.000000 Penalty: 5465.670898
	Iteration 91Q: 3 clusters Score -9446195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9446195.000000 Penalty: 5465.670898
	Iteration 92F: 3 clusters Score -9446195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Entering Unmasked Estep 
Score: -3091828.000000 Penalty: 2472.403564
	Iteration 0F: 2 clusters Score -3091828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3076842.750000 Penalty: 4944.807129
	Iteration 0F: 3 clusters Score -3076843 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3081880.000000 Penalty: 4944.807129
	Iteration 1F: 3 clusters Score -3081880 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3082290.750000 Penalty: 4944.807129
	Iteration 2F: 3 clusters Score -3082291 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3082623.750000 Penalty: 4944.807129
	Iteration 3Q: 3 clusters Score -3082624 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3082899.500000 Penalty: 4944.807129
	Iteration 4Q: 3 clusters Score -3082900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3083150.500000 Penalty: 4944.807129
	Iteration 5Q: 3 clusters Score -3083150 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3083388.750000 Penalty: 4944.807129
	Iteration 6Q: 3 clusters Score -3083389 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3083595.750000 Penalty: 4944.807129
	Iteration 7Q: 3 clusters Score -3083596 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3083768.750000 Penalty: 4944.807129
	Iteration 8Q: 3 clusters Score -3083769 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3083908.750000 Penalty: 4944.807129
	Iteration 9Q: 3 clusters Score -3083909 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3084104.000000 Penalty: 4944.807129
	Iteration 10Q: 3 clusters Score -3084104 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3084319.750000 Penalty: 4944.807129
	Iteration 11Q: 3 clusters Score -3084320 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3084673.000000 Penalty: 4944.807129
	Iteration 12Q: 3 clusters Score -3084673 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3085133.750000 Penalty: 4944.807129
	Iteration 13Q: 3 clusters Score -3085134 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3085741.750000 Penalty: 4944.807129
	Iteration 14Q: 3 clusters Score -3085742 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3086548.000000 Penalty: 4944.807129
	Iteration 15F: 3 clusters Score -3086548 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3087436.500000 Penalty: 4944.807129
	Iteration 16F: 3 clusters Score -3087436 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3088311.250000 Penalty: 4944.807129
	Iteration 17Q: 3 clusters Score -3088311 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3089028.750000 Penalty: 4944.807129
	Iteration 18Q: 3 clusters Score -3089029 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3089501.000000 Penalty: 4944.807129
	Iteration 19Q: 3 clusters Score -3089501 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3089768.750000 Penalty: 4944.807129
	Iteration 20F: 3 clusters Score -3089769 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3089892.500000 Penalty: 4944.807129
	Iteration 21Q: 3 clusters Score -3089892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3089965.250000 Penalty: 4944.807129
	Iteration 22Q: 3 clusters Score -3089965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3090001.500000 Penalty: 4944.807129
	Iteration 23Q: 3 clusters Score -3090002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3090034.000000 Penalty: 4944.807129
	Iteration 24Q: 3 clusters Score -3090034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3090053.250000 Penalty: 4944.807129
	Iteration 25Q: 3 clusters Score -3090053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3090064.250000 Penalty: 4944.807129
	Iteration 26Q: 3 clusters Score -3090064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3090069.250000 Penalty: 4944.807129
	Iteration 27Q: 3 clusters Score -3090069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3090073.000000 Penalty: 4944.807129
	Iteration 28Q: 3 clusters Score -3090073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3090074.000000 Penalty: 4944.807129
	Iteration 29Q: 3 clusters Score -3090074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3090075.750000 Penalty: 4944.807129
	Iteration 30Q: 3 clusters Score -3090076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3090075.750000 Penalty: 4944.807129
	Iteration 31F: 3 clusters Score -3090076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -316789.625000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -316789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -314122.625000 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -314122.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -314601.218750 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -314601.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -314721.531250 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -314721.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -314765.250000 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -314765.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -314792.343750 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -314792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -314808.187500 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -314808.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -314821.406250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -314821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -314830.375000 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -314830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -314834.531250 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -314834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -314840.312500 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -314840.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -314846.968750 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -314847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -314851.375000 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -314851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -314856.718750 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -314856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314860.500000 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -314860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -314862.437500 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -314862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -314864.531250 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -314864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -314869.687500 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -314869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314871.718750 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -314871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -314873.062500 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -314873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314875.906250 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -314875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -314876.750000 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -314876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314880.718750 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -314880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -314883.281250 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -314883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -314884.625000 Penalty: 3782.537109
	Iteration 23Q: 3 clusters Score -314884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314885.250000 Penalty: 3782.537109
	Iteration 24Q: 3 clusters Score -314885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314885.250000 Penalty: 3782.537109
	Iteration 25F: 3 clusters Score -314885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 114 members 
Entering Unmasked Estep 
Score: -27959.035156 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27959.04 nChanged 28
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: -28128.251953 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28128.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28164.898438 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28172.156250 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28172.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28172.156250 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -28172.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (107524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Entering Unmasked Estep 
Score: -16661645.000000 Penalty: 2873.196289
	Iteration 0F: 2 clusters Score -1.666164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -16595630.000000 Penalty: 5746.392578
	Iteration 0F: 3 clusters Score -1.659563e+07 nChanged 51044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -16624926.000000 Penalty: 5746.392578
	Iteration 1F: 3 clusters Score -1.662493e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -16625972.000000 Penalty: 5746.392578
	Iteration 2Q: 3 clusters Score -1.662597e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -16627262.000000 Penalty: 5746.392578
	Iteration 3Q: 3 clusters Score -1.662726e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -16629108.000000 Penalty: 5746.392578
	Iteration 4Q: 3 clusters Score -1.662911e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -16631665.000000 Penalty: 5746.392578
	Iteration 5Q: 3 clusters Score -1.663166e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -16635265.000000 Penalty: 5746.392578
	Iteration 6F: 3 clusters Score -1.663526e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -16639790.000000 Penalty: 5746.392578
	Iteration 7F: 3 clusters Score -1.663979e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -16644740.000000 Penalty: 5746.392578
	Iteration 8F: 3 clusters Score -1.664474e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -16649132.000000 Penalty: 5746.392578
	Iteration 9F: 3 clusters Score -1.664913e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -16651996.000000 Penalty: 5746.392578
	Iteration 10Q: 3 clusters Score -1.6652e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -16653445.000000 Penalty: 5746.392578
	Iteration 11Q: 3 clusters Score -1.665344e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -16654365.000000 Penalty: 5746.392578
	Iteration 12Q: 3 clusters Score -1.665436e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -16655053.000000 Penalty: 5746.392578
	Iteration 13Q: 3 clusters Score -1.665505e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -16655680.000000 Penalty: 5746.392578
	Iteration 14Q: 3 clusters Score -1.665568e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -16656189.000000 Penalty: 5746.392578
	Iteration 15Q: 3 clusters Score -1.665619e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -16656739.000000 Penalty: 5746.392578
	Iteration 16Q: 3 clusters Score -1.665674e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -16657315.000000 Penalty: 5746.392578
	Iteration 17Q: 3 clusters Score -1.665732e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -16657738.000000 Penalty: 5746.392578
	Iteration 18Q: 3 clusters Score -1.665774e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -16658119.000000 Penalty: 5746.392578
	Iteration 19Q: 3 clusters Score -1.665812e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -16658366.000000 Penalty: 5746.392578
	Iteration 20F: 3 clusters Score -1.665837e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -16658601.000000 Penalty: 5746.392578
	Iteration 21Q: 3 clusters Score -1.66586e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -16658854.000000 Penalty: 5746.392578
	Iteration 22Q: 3 clusters Score -1.665885e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -16658990.000000 Penalty: 5746.392578
	Iteration 23Q: 3 clusters Score -1.665899e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -16658997.000000 Penalty: 5746.392578
	Iteration 24Q: 3 clusters Score -1.6659e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -16659034.000000 Penalty: 5746.392578
	Iteration 25Q: 3 clusters Score -1.665903e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -16659017.000000 Penalty: 5746.392578
	Iteration 26Q: 3 clusters Score -1.665902e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -16659089.000000 Penalty: 5746.392578
	Iteration 27Q: 3 clusters Score -1.665909e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -16659142.000000 Penalty: 5746.392578
	Iteration 28Q: 3 clusters Score -1.665914e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -16659184.000000 Penalty: 5746.392578
	Iteration 29Q: 3 clusters Score -1.665918e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -16659211.000000 Penalty: 5746.392578
	Iteration 30Q: 3 clusters Score -1.665921e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -16659192.000000 Penalty: 5746.392578
	Iteration 31Q: 3 clusters Score -1.665919e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -16659224.000000 Penalty: 5746.392578
	Iteration 32Q: 3 clusters Score -1.665922e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -16659310.000000 Penalty: 5746.392578
	Iteration 33Q: 3 clusters Score -1.665931e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -16659393.000000 Penalty: 5746.392578
	Iteration 34Q: 3 clusters Score -1.665939e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -16659444.000000 Penalty: 5746.392578
	Iteration 35Q: 3 clusters Score -1.665944e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -16659446.000000 Penalty: 5746.392578
	Iteration 36Q: 3 clusters Score -1.665945e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -16659513.000000 Penalty: 5746.392578
	Iteration 37Q: 3 clusters Score -1.665951e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -16659502.000000 Penalty: 5746.392578
	Iteration 38Q: 3 clusters Score -1.66595e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -16659531.000000 Penalty: 5746.392578
	Iteration 39Q: 3 clusters Score -1.665953e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -16659539.000000 Penalty: 5746.392578
	Iteration 40F: 3 clusters Score -1.665954e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -16659523.000000 Penalty: 5746.392578
	Iteration 41Q: 3 clusters Score -1.665952e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -16659563.000000 Penalty: 5746.392578
	Iteration 42Q: 3 clusters Score -1.665956e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -16659564.000000 Penalty: 5746.392578
	Iteration 43Q: 3 clusters Score -1.665956e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -16659578.000000 Penalty: 5746.392578
	Iteration 44Q: 3 clusters Score -1.665958e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -16659568.000000 Penalty: 5746.392578
	Iteration 45Q: 3 clusters Score -1.665957e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -16659537.000000 Penalty: 5746.392578
	Iteration 46Q: 3 clusters Score -1.665954e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -16659555.000000 Penalty: 5746.392578
	Iteration 47Q: 3 clusters Score -1.665956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -16659522.000000 Penalty: 5746.392578
	Iteration 48Q: 3 clusters Score -1.665952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -16659537.000000 Penalty: 5746.392578
	Iteration 49Q: 3 clusters Score -1.665954e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -16659533.000000 Penalty: 5746.392578
	Iteration 50Q: 3 clusters Score -1.665953e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -16659509.000000 Penalty: 5746.392578
	Iteration 51Q: 3 clusters Score -1.665951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -16659486.000000 Penalty: 5746.392578
	Iteration 52Q: 3 clusters Score -1.665949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -16659461.000000 Penalty: 5746.392578
	Iteration 53Q: 3 clusters Score -1.665946e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -16659458.000000 Penalty: 5746.392578
	Iteration 54Q: 3 clusters Score -1.665946e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -16659461.000000 Penalty: 5746.392578
	Iteration 55Q: 3 clusters Score -1.665946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -16659466.000000 Penalty: 5746.392578
	Iteration 56Q: 3 clusters Score -1.665947e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -16659463.000000 Penalty: 5746.392578
	Iteration 57Q: 3 clusters Score -1.665946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -16659461.000000 Penalty: 5746.392578
	Iteration 58Q: 3 clusters Score -1.665946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -16659444.000000 Penalty: 5746.392578
	Iteration 59Q: 3 clusters Score -1.665944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -16659446.000000 Penalty: 5746.392578
	Iteration 60F: 3 clusters Score -1.665945e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -16659426.000000 Penalty: 5746.392578
	Iteration 61Q: 3 clusters Score -1.665943e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
Score: -16659420.000000 Penalty: 5746.392578
	Iteration 62Q: 3 clusters Score -1.665942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -16659417.000000 Penalty: 5746.392578
	Iteration 63Q: 3 clusters Score -1.665942e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -16659420.000000 Penalty: 5746.392578
	Iteration 64Q: 3 clusters Score -1.665942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -16659409.000000 Penalty: 5746.392578
	Iteration 65Q: 3 clusters Score -1.665941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -16659409.000000 Penalty: 5746.392578
	Iteration 66Q: 3 clusters Score -1.665941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -16659393.000000 Penalty: 5746.392578
	Iteration 67Q: 3 clusters Score -1.665939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -16659402.000000 Penalty: 5746.392578
	Iteration 68Q: 3 clusters Score -1.66594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -16659403.000000 Penalty: 5746.392578
	Iteration 69Q: 3 clusters Score -1.66594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -16659420.000000 Penalty: 5746.392578
	Iteration 70Q: 3 clusters Score -1.665942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -16659423.000000 Penalty: 5746.392578
	Iteration 71Q: 3 clusters Score -1.665942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -16659418.000000 Penalty: 5746.392578
	Iteration 72Q: 3 clusters Score -1.665942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -16659441.000000 Penalty: 5746.392578
	Iteration 73Q: 3 clusters Score -1.665944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -16659440.000000 Penalty: 5746.392578
	Iteration 74Q: 3 clusters Score -1.665944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -16659446.000000 Penalty: 5746.392578
	Iteration 75Q: 3 clusters Score -1.665945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -16659439.000000 Penalty: 5746.392578
	Iteration 76Q: 3 clusters Score -1.665944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -16659444.000000 Penalty: 5746.392578
	Iteration 77Q: 3 clusters Score -1.665944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -16659409.000000 Penalty: 5746.392578
	Iteration 78Q: 3 clusters Score -1.665941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -16659437.000000 Penalty: 5746.392578
	Iteration 79Q: 3 clusters Score -1.665944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -16659435.000000 Penalty: 5746.392578
	Iteration 80F: 3 clusters Score -1.665944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -16659440.000000 Penalty: 5746.392578
	Iteration 81Q: 3 clusters Score -1.665944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -16659434.000000 Penalty: 5746.392578
	Iteration 82Q: 3 clusters Score -1.665943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -16659420.000000 Penalty: 5746.392578
	Iteration 83Q: 3 clusters Score -1.665942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -16659424.000000 Penalty: 5746.392578
	Iteration 84Q: 3 clusters Score -1.665942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -16659431.000000 Penalty: 5746.392578
	Iteration 85Q: 3 clusters Score -1.665943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -16659436.000000 Penalty: 5746.392578
	Iteration 86Q: 3 clusters Score -1.665944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -16659438.000000 Penalty: 5746.392578
	Iteration 87Q: 3 clusters Score -1.665944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -16659428.000000 Penalty: 5746.392578
	Iteration 88Q: 3 clusters Score -1.665943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -16659431.000000 Penalty: 5746.392578
	Iteration 89Q: 3 clusters Score -1.665943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -16659427.000000 Penalty: 5746.392578
	Iteration 90Q: 3 clusters Score -1.665943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -16659434.000000 Penalty: 5746.392578
	Iteration 91Q: 3 clusters Score -1.665943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -16659407.000000 Penalty: 5746.392578
	Iteration 92Q: 3 clusters Score -1.665941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -16659400.000000 Penalty: 5746.392578
	Iteration 93Q: 3 clusters Score -1.66594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -16659409.000000 Penalty: 5746.392578
	Iteration 94Q: 3 clusters Score -1.665941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -16659404.000000 Penalty: 5746.392578
	Iteration 95Q: 3 clusters Score -1.66594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -16659413.000000 Penalty: 5746.392578
	Iteration 96Q: 3 clusters Score -1.665941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -16659406.000000 Penalty: 5746.392578
	Iteration 97Q: 3 clusters Score -1.665941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -16659416.000000 Penalty: 5746.392578
	Iteration 98Q: 3 clusters Score -1.665942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -16659421.000000 Penalty: 5746.392578
	Iteration 99Q: 3 clusters Score -1.665942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -16659410.000000 Penalty: 5746.392578
	Iteration 100F: 3 clusters Score -1.665941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -16659415.000000 Penalty: 5746.392578
	Iteration 101Q: 3 clusters Score -1.665942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -16659414.000000 Penalty: 5746.392578
	Iteration 102Q: 3 clusters Score -1.665941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -16659416.000000 Penalty: 5746.392578
	Iteration 103Q: 3 clusters Score -1.665942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -16659417.000000 Penalty: 5746.392578
	Iteration 104Q: 3 clusters Score -1.665942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -16659420.000000 Penalty: 5746.392578
	Iteration 105Q: 3 clusters Score -1.665942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -16659424.000000 Penalty: 5746.392578
	Iteration 106Q: 3 clusters Score -1.665942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
Score: -16659416.000000 Penalty: 5746.392578
	Iteration 107Q: 3 clusters Score -1.665942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -16659419.000000 Penalty: 5746.392578
	Iteration 108Q: 3 clusters Score -1.665942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -16659406.000000 Penalty: 5746.392578
	Iteration 109Q: 3 clusters Score -1.665941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -16659415.000000 Penalty: 5746.392578
	Iteration 110Q: 3 clusters Score -1.665942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -16659419.000000 Penalty: 5746.392578
	Iteration 111Q: 3 clusters Score -1.665942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -16659416.000000 Penalty: 5746.392578
	Iteration 112Q: 3 clusters Score -1.665942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -16659417.000000 Penalty: 5746.392578
	Iteration 113Q: 3 clusters Score -1.665942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -16659414.000000 Penalty: 5746.392578
	Iteration 114Q: 3 clusters Score -1.665941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -16659408.000000 Penalty: 5746.392578
	Iteration 115Q: 3 clusters Score -1.665941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -16659408.000000 Penalty: 5746.392578
	Iteration 116F: 3 clusters Score -1.665941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -362348.968750 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -362349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -359188.656250 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -359188.7 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -360006.468750 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -360006.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -360262.093750 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -360262.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -360420.000000 Penalty: 3941.171143
	Iteration 3F: 3 clusters Score -360420 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -360529.750000 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -360529.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -360612.062500 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -360612.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -360690.156250 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -360690.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360785.750000 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -360785.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -360846.937500 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -360846.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -360901.062500 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -360901.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -360948.156250 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -360948.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -360996.031250 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -360996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361041.562500 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -361041.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -361110.718750 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -361110.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -361181.125000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -361181.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -361221.500000 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -361221.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361244.593750 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -361244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -361261.156250 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -361261.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -361278.906250 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -361278.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -361288.093750 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -361288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -361291.656250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -361291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -361293.343750 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -361293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -361294.312500 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -361294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361297.406250 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -361297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361299.781250 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -361299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -361303.656250 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -361303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -361306.812500 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -361306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -361309.156250 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -361309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -361310.000000 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -361310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -361313.343750 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -361313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -361314.875000 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -361314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -361316.843750 Penalty: 3941.171143
	Iteration 31Q: 3 clusters Score -361316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -361318.843750 Penalty: 3941.171143
	Iteration 32Q: 3 clusters Score -361318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -361320.343750 Penalty: 3941.171143
	Iteration 33Q: 3 clusters Score -361320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -361322.093750 Penalty: 3941.171143
	Iteration 34Q: 3 clusters Score -361322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -361325.093750 Penalty: 3941.171143
	Iteration 35Q: 3 clusters Score -361325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -361328.625000 Penalty: 3941.171143
	Iteration 36Q: 3 clusters Score -361328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -361330.593750 Penalty: 3941.171143
	Iteration 37Q: 3 clusters Score -361330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -361334.156250 Penalty: 3941.171143
	Iteration 38Q: 3 clusters Score -361334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -361337.031250 Penalty: 3941.171143
	Iteration 39Q: 3 clusters Score -361337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -361342.250000 Penalty: 3941.171143
	Iteration 40F: 3 clusters Score -361342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -361349.000000 Penalty: 3941.171143
	Iteration 41Q: 3 clusters Score -361349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -361360.281250 Penalty: 3941.171143
	Iteration 42Q: 3 clusters Score -361360.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361368.781250 Penalty: 3941.171143
	Iteration 43Q: 3 clusters Score -361368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -361379.281250 Penalty: 3941.171143
	Iteration 44Q: 3 clusters Score -361379.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -361391.468750 Penalty: 3941.171143
	Iteration 45Q: 3 clusters Score -361391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361395.375000 Penalty: 3941.171143
	Iteration 46Q: 3 clusters Score -361395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -361398.906250 Penalty: 3941.171143
	Iteration 47Q: 3 clusters Score -361398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -361401.125000 Penalty: 3941.171143
	Iteration 48Q: 3 clusters Score -361401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -361406.562500 Penalty: 3941.171143
	Iteration 49Q: 3 clusters Score -361406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361414.000000 Penalty: 3941.171143
	Iteration 50Q: 3 clusters Score -361414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -361418.062500 Penalty: 3941.171143
	Iteration 51Q: 3 clusters Score -361418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -361420.250000 Penalty: 3941.171143
	Iteration 52Q: 3 clusters Score -361420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -361423.781250 Penalty: 3941.171143
	Iteration 53Q: 3 clusters Score -361423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -361425.343750 Penalty: 3941.171143
	Iteration 54Q: 3 clusters Score -361425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361427.250000 Penalty: 3941.171143
	Iteration 55Q: 3 clusters Score -361427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -361427.906250 Penalty: 3941.171143
	Iteration 56Q: 3 clusters Score -361427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -361430.875000 Penalty: 3941.171143
	Iteration 57Q: 3 clusters Score -361430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -361432.218750 Penalty: 3941.171143
	Iteration 58Q: 3 clusters Score -361432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -361434.156250 Penalty: 3941.171143
	Iteration 59Q: 3 clusters Score -361434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -361434.125000 Penalty: 3941.171143
	Iteration 60F: 3 clusters Score -361434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -361436.625000 Penalty: 3941.171143
	Iteration 61Q: 3 clusters Score -361436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -361441.093750 Penalty: 3941.171143
	Iteration 62Q: 3 clusters Score -361441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -361443.625000 Penalty: 3941.171143
	Iteration 63Q: 3 clusters Score -361443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -361449.468750 Penalty: 3941.171143
	Iteration 64Q: 3 clusters Score -361449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -361454.406250 Penalty: 3941.171143
	Iteration 65Q: 3 clusters Score -361454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -361460.500000 Penalty: 3941.171143
	Iteration 66Q: 3 clusters Score -361460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -361464.500000 Penalty: 3941.171143
	Iteration 67Q: 3 clusters Score -361464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -361476.562500 Penalty: 3941.171143
	Iteration 68Q: 3 clusters Score -361476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -361493.250000 Penalty: 3941.171143
	Iteration 69Q: 3 clusters Score -361493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -361507.406250 Penalty: 3941.171143
	Iteration 70Q: 3 clusters Score -361507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -361517.406250 Penalty: 3941.171143
	Iteration 71Q: 3 clusters Score -361517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -361524.000000 Penalty: 3941.171143
	Iteration 72Q: 3 clusters Score -361524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -361528.531250 Penalty: 3941.171143
	Iteration 73Q: 3 clusters Score -361528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -361532.031250 Penalty: 3941.171143
	Iteration 74Q: 3 clusters Score -361532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -361532.718750 Penalty: 3941.171143
	Iteration 75Q: 3 clusters Score -361532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -361532.718750 Penalty: 3941.171143
	Iteration 76F: 3 clusters Score -361532.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 76 members 
Entering Unmasked Estep 
Score: -17308.019531 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17308.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17381.986328 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17381.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17386.175781 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17386.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17386.175781 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -17386.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -884136.437500 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -884136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -879084.250000 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -879084.2 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -880428.250000 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -880428.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -880675.437500 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -880675.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -880852.125000 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -880852.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -880997.000000 Penalty: 4308.887207
	Iteration 4Q: 3 clusters Score -880997 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -881106.187500 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -881106.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -881195.875000 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -881195.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -881273.250000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -881273.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -881341.312500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -881341.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -881386.562500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -881386.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -881422.812500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -881422.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -881455.812500 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -881455.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -881487.250000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -881487.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -881520.937500 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -881520.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -881545.062500 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -881545.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -881563.875000 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -881563.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -881584.750000 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -881584.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -881611.625000 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -881611.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -881638.812500 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -881638.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -881663.437500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -881663.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -881680.625000 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -881680.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -881694.562500 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -881694.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -881714.312500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -881714.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -881740.625000 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -881740.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -881764.875000 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -881764.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -881778.437500 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -881778.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -881789.625000 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -881789.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -881795.437500 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -881795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -881802.875000 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -881802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -881809.250000 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -881809.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -881813.500000 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -881813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -881818.250000 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -881818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -881822.187500 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -881822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -881825.125000 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -881825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -881829.187500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -881829.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -881835.000000 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -881835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -881844.062500 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -881844.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -881854.375000 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -881854.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -881862.375000 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -881862.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -881866.937500 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -881866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -881871.500000 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -881871.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -881877.000000 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -881877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -881887.500000 Penalty: 4308.887207
	Iteration 42Q: 3 clusters Score -881887.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -881898.812500 Penalty: 4308.887207
	Iteration 43Q: 3 clusters Score -881898.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -881908.062500 Penalty: 4308.887207
	Iteration 44Q: 3 clusters Score -881908.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -881919.375000 Penalty: 4308.887207
	Iteration 45Q: 3 clusters Score -881919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -881932.812500 Penalty: 4308.887207
	Iteration 46Q: 3 clusters Score -881932.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -881942.062500 Penalty: 4308.887207
	Iteration 47Q: 3 clusters Score -881942.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -881952.375000 Penalty: 4308.887207
	Iteration 48Q: 3 clusters Score -881952.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -881962.062500 Penalty: 4308.887207
	Iteration 49Q: 3 clusters Score -881962.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -881977.187500 Penalty: 4308.887207
	Iteration 50Q: 3 clusters Score -881977.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -881995.625000 Penalty: 4308.887207
	Iteration 51Q: 3 clusters Score -881995.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -882009.750000 Penalty: 4308.887207
	Iteration 52Q: 3 clusters Score -882009.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -882024.125000 Penalty: 4308.887207
	Iteration 53Q: 3 clusters Score -882024.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -882041.562500 Penalty: 4308.887207
	Iteration 54Q: 3 clusters Score -882041.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -882056.750000 Penalty: 4308.887207
	Iteration 55Q: 3 clusters Score -882056.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -882075.625000 Penalty: 4308.887207
	Iteration 56Q: 3 clusters Score -882075.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -882099.687500 Penalty: 4308.887207
	Iteration 57Q: 3 clusters Score -882099.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -882128.812500 Penalty: 4308.887207
	Iteration 58Q: 3 clusters Score -882128.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -882153.312500 Penalty: 4308.887207
	Iteration 59Q: 3 clusters Score -882153.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -882184.250000 Penalty: 4308.887207
	Iteration 60F: 3 clusters Score -882184.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -882221.062500 Penalty: 4308.887207
	Iteration 61Q: 3 clusters Score -882221.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -882258.812500 Penalty: 4308.887207
	Iteration 62Q: 3 clusters Score -882258.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -882296.375000 Penalty: 4308.887207
	Iteration 63Q: 3 clusters Score -882296.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -882332.125000 Penalty: 4308.887207
	Iteration 64Q: 3 clusters Score -882332.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -882352.562500 Penalty: 4308.887207
	Iteration 65Q: 3 clusters Score -882352.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -882376.000000 Penalty: 4308.887207
	Iteration 66Q: 3 clusters Score -882376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -882390.812500 Penalty: 4308.887207
	Iteration 67Q: 3 clusters Score -882390.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -882404.500000 Penalty: 4308.887207
	Iteration 68Q: 3 clusters Score -882404.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -882423.312500 Penalty: 4308.887207
	Iteration 69Q: 3 clusters Score -882423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -882443.125000 Penalty: 4308.887207
	Iteration 70Q: 3 clusters Score -882443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -882459.437500 Penalty: 4308.887207
	Iteration 71Q: 3 clusters Score -882459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -882472.250000 Penalty: 4308.887207
	Iteration 72Q: 3 clusters Score -882472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -882487.000000 Penalty: 4308.887207
	Iteration 73Q: 3 clusters Score -882487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -882499.875000 Penalty: 4308.887207
	Iteration 74Q: 3 clusters Score -882499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -882510.125000 Penalty: 4308.887207
	Iteration 75Q: 3 clusters Score -882510.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -882519.625000 Penalty: 4308.887207
	Iteration 76Q: 3 clusters Score -882519.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -882533.000000 Penalty: 4308.887207
	Iteration 77Q: 3 clusters Score -882533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -882541.437500 Penalty: 4308.887207
	Iteration 78Q: 3 clusters Score -882541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -882546.750000 Penalty: 4308.887207
	Iteration 79Q: 3 clusters Score -882546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -882548.250000 Penalty: 4308.887207
	Iteration 80F: 3 clusters Score -882548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -882555.312500 Penalty: 4308.887207
	Iteration 81Q: 3 clusters Score -882555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -882560.875000 Penalty: 4308.887207
	Iteration 82Q: 3 clusters Score -882560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -882565.125000 Penalty: 4308.887207
	Iteration 83Q: 3 clusters Score -882565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -882567.687500 Penalty: 4308.887207
	Iteration 84Q: 3 clusters Score -882567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -882570.250000 Penalty: 4308.887207
	Iteration 85Q: 3 clusters Score -882570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -882573.500000 Penalty: 4308.887207
	Iteration 86Q: 3 clusters Score -882573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -882578.312500 Penalty: 4308.887207
	Iteration 87Q: 3 clusters Score -882578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -882578.812500 Penalty: 4308.887207
	Iteration 88Q: 3 clusters Score -882578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -882581.000000 Penalty: 4308.887207
	Iteration 89Q: 3 clusters Score -882581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -882581.687500 Penalty: 4308.887207
	Iteration 90Q: 3 clusters Score -882581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -882582.375000 Penalty: 4308.887207
	Iteration 91Q: 3 clusters Score -882582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -882586.062500 Penalty: 4308.887207
	Iteration 92Q: 3 clusters Score -882586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -882589.250000 Penalty: 4308.887207
	Iteration 93Q: 3 clusters Score -882589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -882593.937500 Penalty: 4308.887207
	Iteration 94Q: 3 clusters Score -882593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -882596.000000 Penalty: 4308.887207
	Iteration 95Q: 3 clusters Score -882596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -882596.125000 Penalty: 4308.887207
	Iteration 96Q: 3 clusters Score -882596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -882596.500000 Penalty: 4308.887207
	Iteration 97Q: 3 clusters Score -882596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -882598.500000 Penalty: 4308.887207
	Iteration 98Q: 3 clusters Score -882598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -882598.875000 Penalty: 4308.887207
	Iteration 99Q: 3 clusters Score -882598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -882598.687500 Penalty: 4308.887207
	Iteration 100F: 3 clusters Score -882598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -882599.187500 Penalty: 4308.887207
	Iteration 101Q: 3 clusters Score -882599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -882599.187500 Penalty: 4308.887207
	Iteration 102F: 3 clusters Score -882599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 98752 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 91402 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37472 members 
Mstep: Class 10 contains 125949 members 
Mstep: Class 11 contains 116025 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 76149 members 
Mstep: Class 18 contains 48053 members 
Mstep: Class 19 contains 44789 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61053 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107524 members 
Mstep: Class 26 contains 2824 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 95326.062500
Iteration 119Q: 29 clusters Score -1.377789e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 11191 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 98777 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 91128 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 37486 members 
Mstep: Class 10 contains 125874 members 
Mstep: Class 11 contains 115986 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 76366 members 
Mstep: Class 18 contains 48046 members 
Mstep: Class 19 contains 45052 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61169 members 
Mstep: Class 22 contains 21378 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107595 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778720.000000 Penalty: 95326.062500
Iteration 120F: 29 clusters Score -1.377787e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 11191 members 
Mstep: Class 4 contains 12324 members 
Mstep: Class 5 contains 98798 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 90849 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37499 members 
Mstep: Class 10 contains 125788 members 
Mstep: Class 11 contains 115955 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19986 members 
Mstep: Class 17 contains 76562 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 45327 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61295 members 
Mstep: Class 22 contains 21384 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107668 members 
Mstep: Class 26 contains 2822 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779264.000000 Penalty: 95326.062500
Iteration 121Q: 29 clusters Score -1.377793e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 11193 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 90542 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37495 members 
Mstep: Class 10 contains 125707 members 
Mstep: Class 11 contains 115910 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19982 members 
Mstep: Class 17 contains 76765 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 45629 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61448 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107755 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 95326.062500
Iteration 122Q: 29 clusters Score -1.377791e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7820 members 
Mstep: Class 3 contains 11195 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 98841 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 90213 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37473 members 
Mstep: Class 10 contains 125664 members 
Mstep: Class 11 contains 115901 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19979 members 
Mstep: Class 17 contains 76961 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 45922 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61587 members 
Mstep: Class 22 contains 21403 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107859 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778720.000000 Penalty: 95326.062500
Iteration 123Q: 29 clusters Score -1.377787e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 11200 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 98829 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 89900 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37474 members 
Mstep: Class 10 contains 125575 members 
Mstep: Class 11 contains 115904 members 
Mstep: Class 12 contains 5820 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 77193 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 46221 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61718 members 
Mstep: Class 22 contains 21400 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107952 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 95326.062500
Iteration 124Q: 29 clusters Score -1.377789e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 7561 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 98830 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 89590 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 125520 members 
Mstep: Class 11 contains 115879 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19974 members 
Mstep: Class 17 contains 77423 members 
Mstep: Class 18 contains 48044 members 
Mstep: Class 19 contains 46502 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61870 members 
Mstep: Class 22 contains 21410 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108013 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778688.000000 Penalty: 95326.062500
Iteration 125Q: 29 clusters Score -1.377787e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 11205 members 
Mstep: Class 4 contains 11936 members 
Mstep: Class 5 contains 98812 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 89271 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 125463 members 
Mstep: Class 11 contains 115882 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19972 members 
Mstep: Class 17 contains 77641 members 
Mstep: Class 18 contains 48041 members 
Mstep: Class 19 contains 46803 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62034 members 
Mstep: Class 22 contains 21411 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108080 members 
Mstep: Class 26 contains 2820 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778704.000000 Penalty: 95326.062500
Iteration 126Q: 29 clusters Score -1.377787e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 11205 members 
Mstep: Class 4 contains 11884 members 
Mstep: Class 5 contains 98789 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 88977 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37459 members 
Mstep: Class 10 contains 125409 members 
Mstep: Class 11 contains 115887 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 77857 members 
Mstep: Class 18 contains 48039 members 
Mstep: Class 19 contains 47063 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62194 members 
Mstep: Class 22 contains 21415 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108139 members 
Mstep: Class 26 contains 2821 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 95326.062500
Iteration 127Q: 29 clusters Score -1.377792e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 11209 members 
Mstep: Class 4 contains 11832 members 
Mstep: Class 5 contains 98781 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 88653 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 125308 members 
Mstep: Class 11 contains 115880 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19970 members 
Mstep: Class 17 contains 78087 members 
Mstep: Class 18 contains 48023 members 
Mstep: Class 19 contains 47336 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62364 members 
Mstep: Class 22 contains 21425 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108227 members 
Mstep: Class 26 contains 2822 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779200.000000 Penalty: 95326.062500
Iteration 128Q: 29 clusters Score -1.377792e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 11212 members 
Mstep: Class 4 contains 11761 members 
Mstep: Class 5 contains 98820 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 88318 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37458 members 
Mstep: Class 10 contains 125167 members 
Mstep: Class 11 contains 115939 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19971 members 
Mstep: Class 17 contains 78348 members 
Mstep: Class 18 contains 48010 members 
Mstep: Class 19 contains 47588 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62527 members 
Mstep: Class 22 contains 21438 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108276 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779376.000000 Penalty: 95326.062500
Iteration 129Q: 29 clusters Score -1.377794e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 11217 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 98886 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 87984 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37456 members 
Mstep: Class 10 contains 125052 members 
Mstep: Class 11 contains 115969 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19970 members 
Mstep: Class 17 contains 78609 members 
Mstep: Class 18 contains 47999 members 
Mstep: Class 19 contains 47848 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62690 members 
Mstep: Class 22 contains 21448 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108283 members 
Mstep: Class 26 contains 2822 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 95326.062500
Iteration 130Q: 29 clusters Score -1.377792e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6835 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 98972 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 87576 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37454 members 
Mstep: Class 10 contains 124998 members 
Mstep: Class 11 contains 115983 members 
Mstep: Class 12 contains 4777 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19968 members 
Mstep: Class 17 contains 78866 members 
Mstep: Class 18 contains 47990 members 
Mstep: Class 19 contains 48119 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62862 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108310 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779264.000000 Penalty: 95326.062500
Iteration 131Q: 29 clusters Score -1.377793e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 11220 members 
Mstep: Class 4 contains 11479 members 
Mstep: Class 5 contains 99024 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 87141 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 124935 members 
Mstep: Class 11 contains 115971 members 
Mstep: Class 12 contains 4615 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 79162 members 
Mstep: Class 18 contains 47978 members 
Mstep: Class 19 contains 48396 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63023 members 
Mstep: Class 22 contains 21452 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108368 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 95326.062500
Iteration 132Q: 29 clusters Score -1.37779e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 11220 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 99094 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 86608 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37471 members 
Mstep: Class 10 contains 124837 members 
Mstep: Class 11 contains 116008 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19962 members 
Mstep: Class 17 contains 79484 members 
Mstep: Class 18 contains 47968 members 
Mstep: Class 19 contains 48664 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63181 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108446 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 95326.062500
Iteration 133Q: 29 clusters Score -1.37779e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 11307 members 
Mstep: Class 5 contains 99153 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 86018 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 124811 members 
Mstep: Class 11 contains 116092 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19958 members 
Mstep: Class 17 contains 79812 members 
Mstep: Class 18 contains 47970 members 
Mstep: Class 19 contains 48907 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 63341 members 
Mstep: Class 22 contains 21455 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108500 members 
Mstep: Class 26 contains 2830 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 95326.062500
Iteration 134Q: 29 clusters Score -1.377789e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 11250 members 
Mstep: Class 5 contains 99195 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 85383 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37480 members 
Mstep: Class 10 contains 124814 members 
Mstep: Class 11 contains 116153 members 
Mstep: Class 12 contains 4137 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19958 members 
Mstep: Class 17 contains 80179 members 
Mstep: Class 18 contains 47958 members 
Mstep: Class 19 contains 49144 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 63492 members 
Mstep: Class 22 contains 21461 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108568 members 
Mstep: Class 26 contains 2831 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 95326.062500
Iteration 135Q: 29 clusters Score -1.377789e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 3 contains 11220 members 
Mstep: Class 4 contains 11201 members 
Mstep: Class 5 contains 99250 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 84700 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37492 members 
Mstep: Class 10 contains 124816 members 
Mstep: Class 11 contains 116186 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19963 members 
Mstep: Class 17 contains 80577 members 
Mstep: Class 18 contains 47942 members 
Mstep: Class 19 contains 49355 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 63660 members 
Mstep: Class 22 contains 21466 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108653 members 
Mstep: Class 26 contains 2831 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 95326.062500
Iteration 136Q: 29 clusters Score -1.377788e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 99312 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 84006 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37492 members 
Mstep: Class 10 contains 124775 members 
Mstep: Class 11 contains 116214 members 
Mstep: Class 12 contains 3818 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19968 members 
Mstep: Class 17 contains 81020 members 
Mstep: Class 18 contains 47933 members 
Mstep: Class 19 contains 49541 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 63844 members 
Mstep: Class 22 contains 21471 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108733 members 
Mstep: Class 26 contains 2831 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 95326.062500
Iteration 137Q: 29 clusters Score -1.377789e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 11218 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 99367 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 83313 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37496 members 
Mstep: Class 10 contains 124748 members 
Mstep: Class 11 contains 116228 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19968 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 47932 members 
Mstep: Class 19 contains 49698 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64026 members 
Mstep: Class 22 contains 21459 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108784 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 95326.062500
Iteration 138Q: 29 clusters Score -1.377789e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 11221 members 
Mstep: Class 4 contains 11043 members 
Mstep: Class 5 contains 99408 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 82663 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37486 members 
Mstep: Class 10 contains 124728 members 
Mstep: Class 11 contains 116208 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19964 members 
Mstep: Class 17 contains 81976 members 
Mstep: Class 18 contains 47931 members 
Mstep: Class 19 contains 49866 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64191 members 
Mstep: Class 22 contains 21465 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108824 members 
Mstep: Class 26 contains 2834 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778736.000000 Penalty: 95326.062500
Iteration 139Q: 29 clusters Score -1.377787e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 11221 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 99439 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 82042 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37486 members 
Mstep: Class 10 contains 124688 members 
Mstep: Class 11 contains 116161 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19961 members 
Mstep: Class 17 contains 82489 members 
Mstep: Class 18 contains 47928 members 
Mstep: Class 19 contains 50028 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64370 members 
Mstep: Class 22 contains 21476 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108868 members 
Mstep: Class 26 contains 2834 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 95326.062500
Iteration 140F: 29 clusters Score -1.377788e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6278 members 
Mstep: Class 3 contains 11222 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 99452 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 81438 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37486 members 
Mstep: Class 10 contains 124667 members 
Mstep: Class 11 contains 116127 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 83002 members 
Mstep: Class 18 contains 47924 members 
Mstep: Class 19 contains 50168 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64567 members 
Mstep: Class 22 contains 21487 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108911 members 
Mstep: Class 26 contains 2834 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778400.000000 Penalty: 95326.062500
Iteration 141Q: 29 clusters Score -1.377784e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 11221 members 
Mstep: Class 4 contains 10824 members 
Mstep: Class 5 contains 99468 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 80882 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37484 members 
Mstep: Class 10 contains 124626 members 
Mstep: Class 11 contains 116076 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 47916 members 
Mstep: Class 19 contains 50300 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64766 members 
Mstep: Class 22 contains 21495 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108969 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778384.000000 Penalty: 95326.062500
Iteration 142Q: 29 clusters Score -1.377784e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6216 members 
Mstep: Class 3 contains 11222 members 
Mstep: Class 4 contains 10775 members 
Mstep: Class 5 contains 99486 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 80338 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37464 members 
Mstep: Class 10 contains 124601 members 
Mstep: Class 11 contains 115993 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19966 members 
Mstep: Class 17 contains 83974 members 
Mstep: Class 18 contains 47905 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 64972 members 
Mstep: Class 22 contains 21505 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108999 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778416.000000 Penalty: 95326.062500
Iteration 143Q: 29 clusters Score -1.377784e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 11223 members 
Mstep: Class 4 contains 10742 members 
Mstep: Class 5 contains 99527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 79783 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 124575 members 
Mstep: Class 11 contains 115924 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19972 members 
Mstep: Class 17 contains 84472 members 
Mstep: Class 18 contains 47894 members 
Mstep: Class 19 contains 50522 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 65142 members 
Mstep: Class 22 contains 21514 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109012 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3391.075439 but Gain 3404.500000
Score: -137778608.000000 Penalty: 91921.562500
Iteration 144Q: 28 clusters Score -1.377786e+08 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 5 contains 99549 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 79300 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37449 members 
Mstep: Class 10 contains 124622 members 
Mstep: Class 11 contains 117062 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19964 members 
Mstep: Class 17 contains 84985 members 
Mstep: Class 18 contains 47893 members 
Mstep: Class 19 contains 52117 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65317 members 
Mstep: Class 22 contains 21550 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108960 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781344.000000 Penalty: 91921.562500
Iteration 145Q: 28 clusters Score -1.377813e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 11225 members 
Mstep: Class 4 contains 10667 members 
Mstep: Class 5 contains 99574 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 78846 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37456 members 
Mstep: Class 10 contains 124458 members 
Mstep: Class 11 contains 116800 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 85620 members 
Mstep: Class 18 contains 47886 members 
Mstep: Class 19 contains 52154 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65600 members 
Mstep: Class 22 contains 21574 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108921 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781392.000000 Penalty: 91921.562500
Iteration 146Q: 28 clusters Score -1.377814e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6147 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 99621 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 78373 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 124396 members 
Mstep: Class 11 contains 116532 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19974 members 
Mstep: Class 17 contains 86291 members 
Mstep: Class 18 contains 47883 members 
Mstep: Class 19 contains 52100 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65844 members 
Mstep: Class 22 contains 21601 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108868 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781328.000000 Penalty: 91921.562500
Iteration 147Q: 28 clusters Score -1.377813e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 10576 members 
Mstep: Class 5 contains 99641 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 77899 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37422 members 
Mstep: Class 10 contains 124371 members 
Mstep: Class 11 contains 116239 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 87020 members 
Mstep: Class 18 contains 47880 members 
Mstep: Class 19 contains 52025 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66095 members 
Mstep: Class 22 contains 21616 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108789 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781520.000000 Penalty: 91921.562500
Iteration 148Q: 28 clusters Score -1.377815e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 5 contains 99606 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 77384 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37396 members 
Mstep: Class 10 contains 124359 members 
Mstep: Class 11 contains 115920 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 87842 members 
Mstep: Class 18 contains 47884 members 
Mstep: Class 19 contains 51971 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66343 members 
Mstep: Class 22 contains 21617 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108699 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781584.000000 Penalty: 91921.562500
Iteration 149Q: 28 clusters Score -1.377816e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 11225 members 
Mstep: Class 4 contains 10557 members 
Mstep: Class 5 contains 99564 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 76831 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37367 members 
Mstep: Class 10 contains 124347 members 
Mstep: Class 11 contains 115636 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19985 members 
Mstep: Class 17 contains 88720 members 
Mstep: Class 18 contains 47884 members 
Mstep: Class 19 contains 51910 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66570 members 
Mstep: Class 22 contains 21628 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108570 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782208.000000 Penalty: 91921.562500
Iteration 150Q: 28 clusters Score -1.377822e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 10575 members 
Mstep: Class 5 contains 99460 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 76266 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37336 members 
Mstep: Class 10 contains 124285 members 
Mstep: Class 11 contains 115393 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19984 members 
Mstep: Class 17 contains 89659 members 
Mstep: Class 18 contains 47881 members 
Mstep: Class 19 contains 51858 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66803 members 
Mstep: Class 22 contains 21654 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108429 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782288.000000 Penalty: 91921.562500
Iteration 151Q: 28 clusters Score -1.377823e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 10613 members 
Mstep: Class 5 contains 99333 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 75728 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37292 members 
Mstep: Class 10 contains 124209 members 
Mstep: Class 11 contains 115144 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19983 members 
Mstep: Class 17 contains 90640 members 
Mstep: Class 18 contains 47876 members 
Mstep: Class 19 contains 51812 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66991 members 
Mstep: Class 22 contains 21664 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108311 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782528.000000 Penalty: 91921.562500
Iteration 152Q: 28 clusters Score -1.377825e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 11222 members 
Mstep: Class 4 contains 10638 members 
Mstep: Class 5 contains 99262 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 75188 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37242 members 
Mstep: Class 10 contains 124071 members 
Mstep: Class 11 contains 114907 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19977 members 
Mstep: Class 17 contains 91622 members 
Mstep: Class 18 contains 47872 members 
Mstep: Class 19 contains 51771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67173 members 
Mstep: Class 22 contains 21676 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108209 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782832.000000 Penalty: 91921.562500
Iteration 153Q: 28 clusters Score -1.377828e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 11222 members 
Mstep: Class 4 contains 10690 members 
Mstep: Class 5 contains 99169 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 74612 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37192 members 
Mstep: Class 10 contains 123876 members 
Mstep: Class 11 contains 114694 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19974 members 
Mstep: Class 17 contains 92676 members 
Mstep: Class 18 contains 47877 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67318 members 
Mstep: Class 22 contains 21711 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108108 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783472.000000 Penalty: 91921.562500
Iteration 154Q: 28 clusters Score -1.377835e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 99093 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 73995 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37155 members 
Mstep: Class 10 contains 123741 members 
Mstep: Class 11 contains 114440 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19967 members 
Mstep: Class 17 contains 93824 members 
Mstep: Class 18 contains 47874 members 
Mstep: Class 19 contains 51667 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67370 members 
Mstep: Class 22 contains 21732 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108001 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783776.000000 Penalty: 91921.562500
Iteration 155Q: 28 clusters Score -1.377838e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 11229 members 
Mstep: Class 4 contains 10837 members 
Mstep: Class 5 contains 99046 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 73357 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37077 members 
Mstep: Class 10 contains 123585 members 
Mstep: Class 11 contains 114253 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19959 members 
Mstep: Class 17 contains 94944 members 
Mstep: Class 18 contains 47868 members 
Mstep: Class 19 contains 51647 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67377 members 
Mstep: Class 22 contains 21759 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107918 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783760.000000 Penalty: 91921.562500
Iteration 156Q: 28 clusters Score -1.377838e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 11230 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 98998 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 72787 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 123312 members 
Mstep: Class 11 contains 114189 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19957 members 
Mstep: Class 17 contains 96112 members 
Mstep: Class 18 contains 47846 members 
Mstep: Class 19 contains 51627 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67340 members 
Mstep: Class 22 contains 21767 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107827 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783680.000000 Penalty: 91921.562500
Iteration 157Q: 28 clusters Score -1.377837e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 11230 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 98961 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 72224 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 123037 members 
Mstep: Class 11 contains 114144 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19952 members 
Mstep: Class 17 contains 97160 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51597 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67268 members 
Mstep: Class 22 contains 21801 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107819 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783104.000000 Penalty: 91921.562500
Iteration 158Q: 28 clusters Score -1.377831e+08 nChanged 4156
Entering ConstructFrom: 
Score: -137783104.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Entering Unmasked Estep 
Score: -1459672.500000 Penalty: 2288.003174
	Iteration 0F: 2 clusters Score -1459672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1451916.625000 Penalty: 4576.006348
	Iteration 0F: 3 clusters Score -1451917 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1454089.125000 Penalty: 4576.006348
	Iteration 1F: 3 clusters Score -1454089 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1454353.500000 Penalty: 4576.006348
	Iteration 2F: 3 clusters Score -1454354 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1454552.625000 Penalty: 4576.006348
	Iteration 3Q: 3 clusters Score -1454553 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1454697.500000 Penalty: 4576.006348
	Iteration 4Q: 3 clusters Score -1454698 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1454812.500000 Penalty: 4576.006348
	Iteration 5Q: 3 clusters Score -1454812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1454907.000000 Penalty: 4576.006348
	Iteration 6Q: 3 clusters Score -1454907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1454989.500000 Penalty: 4576.006348
	Iteration 7Q: 3 clusters Score -1454990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1455064.875000 Penalty: 4576.006348
	Iteration 8Q: 3 clusters Score -1455065 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1455132.125000 Penalty: 4576.006348
	Iteration 9Q: 3 clusters Score -1455132 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1455185.375000 Penalty: 4576.006348
	Iteration 10Q: 3 clusters Score -1455185 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1455245.250000 Penalty: 4576.006348
	Iteration 11Q: 3 clusters Score -1455245 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1455316.750000 Penalty: 4576.006348
	Iteration 12Q: 3 clusters Score -1455317 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1455384.750000 Penalty: 4576.006348
	Iteration 13Q: 3 clusters Score -1455385 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1455474.750000 Penalty: 4576.006348
	Iteration 14Q: 3 clusters Score -1455475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1455565 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1455680 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1455800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1455919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1456027 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1456124.000000 Penalty: 4576.006348
	Iteration 20F: 3 clusters Score -1456124 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1456206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1456272 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1456322.875000 Penalty: 4576.006348
	Iteration 23Q: 3 clusters Score -1456323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1456373.000000 Penalty: 4576.006348
	Iteration 24Q: 3 clusters Score -1456373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1456418.625000 Penalty: 4576.006348
	Iteration 25Q: 3 clusters Score -1456419 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1456453 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1456498 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1456528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1456553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1456580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1456593 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1456616.500000 Penalty: 4576.006348
	Iteration 32Q: 3 clusters Score -1456616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1456645 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1456693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1456728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1456768 nChanged 103
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Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1456815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1456856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1456885 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1456916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1456940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1456958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1456983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1457005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1457030 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1457047 nChanged 40
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Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1457056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1457069 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1457088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1457091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1457101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1457116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1457123.625000 Penalty: 4576.006348
	Iteration 53Q: 3 clusters Score -1457124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1457133.000000 Penalty: 4576.006348
	Iteration 54Q: 3 clusters Score -1457133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1457135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1457143.750000 Penalty: 4576.006348
	Iteration 56Q: 3 clusters Score -1457144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1457149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1457151.250000 Penalty: 4576.006348
	Iteration 58Q: 3 clusters Score -1457151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1457159.250000 Penalty: 4576.006348
	Iteration 59Q: 3 clusters Score -1457159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1457166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1457172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1457173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1457178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1457179 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1457184 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1457184 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1457185 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1457186 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1457185 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1457190 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1457190 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1457190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1457196.375000 Penalty: 4576.006348
	Iteration 73Q: 3 clusters Score -1457196 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1457201 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1457202.625000 Penalty: 4576.006348
	Iteration 75Q: 3 clusters Score -1457203 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1457209 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1457213.500000 Penalty: 4576.006348
	Iteration 77Q: 3 clusters Score -1457214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1457226.375000 Penalty: 4576.006348
	Iteration 78Q: 3 clusters Score -1457226 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1457231.500000 Penalty: 4576.006348
	Iteration 79Q: 3 clusters Score -1457232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1457242.000000 Penalty: 4576.006348
	Iteration 80F: 3 clusters Score -1457242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1457251.875000 Penalty: 4576.006348
	Iteration 81Q: 3 clusters Score -1457252 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1457257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1457266.250000 Penalty: 4576.006348
	Iteration 83Q: 3 clusters Score -1457266 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1457287.000000 Penalty: 4576.006348
	Iteration 84Q: 3 clusters Score -1457287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1457299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1457320.125000 Penalty: 4576.006348
	Iteration 86Q: 3 clusters Score -1457320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1457337.375000 Penalty: 4576.006348
	Iteration 87Q: 3 clusters Score -1457337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1457358.750000 Penalty: 4576.006348
	Iteration 88Q: 3 clusters Score -1457359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1457382.875000 Penalty: 4576.006348
	Iteration 89Q: 3 clusters Score -1457383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1457405.125000 Penalty: 4576.006348
	Iteration 90Q: 3 clusters Score -1457405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1457430.000000 Penalty: 4576.006348
	Iteration 91Q: 3 clusters Score -1457430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1457446.625000 Penalty: 4576.006348
	Iteration 92Q: 3 clusters Score -1457447 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1457465 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1457482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1457498.875000 Penalty: 4576.006348
	Iteration 95Q: 3 clusters Score -1457499 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1457513.125000 Penalty: 4576.006348
	Iteration 96Q: 3 clusters Score -1457513 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1457521.250000 Penalty: 4576.006348
	Iteration 97Q: 3 clusters Score -1457521 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1457528.875000 Penalty: 4576.006348
	Iteration 98Q: 3 clusters Score -1457529 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1457539.875000 Penalty: 4576.006348
	Iteration 99Q: 3 clusters Score -1457540 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1457543.625000 Penalty: 4576.006348
	Iteration 100F: 3 clusters Score -1457544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1457549.375000 Penalty: 4576.006348
	Iteration 101Q: 3 clusters Score -1457549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1457563.250000 Penalty: 4576.006348
	Iteration 102Q: 3 clusters Score -1457563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1457565.750000 Penalty: 4576.006348
	Iteration 103Q: 3 clusters Score -1457566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1457570.500000 Penalty: 4576.006348
	Iteration 104Q: 3 clusters Score -1457570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1457572.250000 Penalty: 4576.006348
	Iteration 105Q: 3 clusters Score -1457572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1457576.125000 Penalty: 4576.006348
	Iteration 106Q: 3 clusters Score -1457576 nChanged 11
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1457578.625000 Penalty: 4576.006348
	Iteration 107Q: 3 clusters Score -1457579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1457586.000000 Penalty: 4576.006348
	Iteration 108Q: 3 clusters Score -1457586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1457590.125000 Penalty: 4576.006348
	Iteration 109Q: 3 clusters Score -1457590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1457595.875000 Penalty: 4576.006348
	Iteration 110Q: 3 clusters Score -1457596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1457601.375000 Penalty: 4576.006348
	Iteration 111Q: 3 clusters Score -1457601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1457598.750000 Penalty: 4576.006348
	Iteration 112Q: 3 clusters Score -1457599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1457603.500000 Penalty: 4576.006348
	Iteration 113Q: 3 clusters Score -1457604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1457608.375000 Penalty: 4576.006348
	Iteration 114Q: 3 clusters Score -1457608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1457611.750000 Penalty: 4576.006348
	Iteration 115Q: 3 clusters Score -1457612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1457610.875000 Penalty: 4576.006348
	Iteration 116Q: 3 clusters Score -1457611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1457610.375000 Penalty: 4576.006348
	Iteration 117Q: 3 clusters Score -1457610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1457610.375000 Penalty: 4576.006348
	Iteration 118F: 3 clusters Score -1457610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -877007.750000 Penalty: 2156.858887
	Iteration 0F: 2 clusters Score -877007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -871894.437500 Penalty: 4313.717773
	Iteration 0F: 3 clusters Score -871894.4 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -873427.062500 Penalty: 4313.717773
	Iteration 1F: 3 clusters Score -873427.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -873865.375000 Penalty: 4313.717773
	Iteration 2F: 3 clusters Score -873865.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -874217.062500 Penalty: 4313.717773
	Iteration 3F: 3 clusters Score -874217.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -874504.687500 Penalty: 4313.717773
	Iteration 4F: 3 clusters Score -874504.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -874766.187500 Penalty: 4313.717773
	Iteration 5F: 3 clusters Score -874766.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -874960.937500 Penalty: 4313.717773
	Iteration 6Q: 3 clusters Score -874960.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -875102.937500 Penalty: 4313.717773
	Iteration 7Q: 3 clusters Score -875102.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -875198.750000 Penalty: 4313.717773
	Iteration 8Q: 3 clusters Score -875198.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -875260.062500 Penalty: 4313.717773
	Iteration 9Q: 3 clusters Score -875260.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -875318.625000 Penalty: 4313.717773
	Iteration 10Q: 3 clusters Score -875318.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -875385.375000 Penalty: 4313.717773
	Iteration 11Q: 3 clusters Score -875385.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -875456.625000 Penalty: 4313.717773
	Iteration 12Q: 3 clusters Score -875456.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -875584.562500 Penalty: 4313.717773
	Iteration 13Q: 3 clusters Score -875584.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -875735.437500 Penalty: 4313.717773
	Iteration 14Q: 3 clusters Score -875735.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -875870.000000 Penalty: 4313.717773
	Iteration 15Q: 3 clusters Score -875870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -875960.562500 Penalty: 4313.717773
	Iteration 16Q: 3 clusters Score -875960.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -876032.562500 Penalty: 4313.717773
	Iteration 17Q: 3 clusters Score -876032.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -876105.312500 Penalty: 4313.717773
	Iteration 18Q: 3 clusters Score -876105.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -876167.187500 Penalty: 4313.717773
	Iteration 19Q: 3 clusters Score -876167.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -876229.125000 Penalty: 4313.717773
	Iteration 20F: 3 clusters Score -876229.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -876270.625000 Penalty: 4313.717773
	Iteration 21Q: 3 clusters Score -876270.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -876310.375000 Penalty: 4313.717773
	Iteration 22Q: 3 clusters Score -876310.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -876342.312500 Penalty: 4313.717773
	Iteration 23Q: 3 clusters Score -876342.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -876369.125000 Penalty: 4313.717773
	Iteration 24Q: 3 clusters Score -876369.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -876386.937500 Penalty: 4313.717773
	Iteration 25Q: 3 clusters Score -876386.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -876400.937500 Penalty: 4313.717773
	Iteration 26Q: 3 clusters Score -876400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -876412.375000 Penalty: 4313.717773
	Iteration 27Q: 3 clusters Score -876412.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -876419.375000 Penalty: 4313.717773
	Iteration 28Q: 3 clusters Score -876419.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -876425.625000 Penalty: 4313.717773
	Iteration 29Q: 3 clusters Score -876425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -876428.937500 Penalty: 4313.717773
	Iteration 30Q: 3 clusters Score -876428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -876435.000000 Penalty: 4313.717773
	Iteration 31Q: 3 clusters Score -876435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -876441.312500 Penalty: 4313.717773
	Iteration 32Q: 3 clusters Score -876441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -876444.750000 Penalty: 4313.717773
	Iteration 33Q: 3 clusters Score -876444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -876445.937500 Penalty: 4313.717773
	Iteration 34Q: 3 clusters Score -876445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -876450.250000 Penalty: 4313.717773
	Iteration 35Q: 3 clusters Score -876450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -876453.500000 Penalty: 4313.717773
	Iteration 36Q: 3 clusters Score -876453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -876457.000000 Penalty: 4313.717773
	Iteration 37Q: 3 clusters Score -876457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -876459.812500 Penalty: 4313.717773
	Iteration 38Q: 3 clusters Score -876459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -876461.687500 Penalty: 4313.717773
	Iteration 39Q: 3 clusters Score -876461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -876464.125000 Penalty: 4313.717773
	Iteration 40F: 3 clusters Score -876464.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -876465.750000 Penalty: 4313.717773
	Iteration 41Q: 3 clusters Score -876465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -876466.000000 Penalty: 4313.717773
	Iteration 42Q: 3 clusters Score -876466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -876469.125000 Penalty: 4313.717773
	Iteration 43Q: 3 clusters Score -876469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -876468.562500 Penalty: 4313.717773
	Iteration 44Q: 3 clusters Score -876468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -876468.562500 Penalty: 4313.717773
	Iteration 45F: 3 clusters Score -876468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Entering Unmasked Estep 
Score: -1573262.500000 Penalty: 2312.999756
	Iteration 0F: 2 clusters Score -1573262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1564906.875000 Penalty: 4625.999512
	Iteration 0F: 3 clusters Score -1564907 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1567418.250000 Penalty: 4625.999512
	Iteration 1F: 3 clusters Score -1567418 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1567815.000000 Penalty: 4625.999512
	Iteration 2F: 3 clusters Score -1567815 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1568210.375000 Penalty: 4625.999512
	Iteration 3F: 3 clusters Score -1568210 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1568571.625000 Penalty: 4625.999512
	Iteration 4F: 3 clusters Score -1568572 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1568881.500000 Penalty: 4625.999512
	Iteration 5Q: 3 clusters Score -1568882 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1569162.000000 Penalty: 4625.999512
	Iteration 6Q: 3 clusters Score -1569162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1569395.750000 Penalty: 4625.999512
	Iteration 7Q: 3 clusters Score -1569396 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1569566.750000 Penalty: 4625.999512
	Iteration 8Q: 3 clusters Score -1569567 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1569699.500000 Penalty: 4625.999512
	Iteration 9Q: 3 clusters Score -1569700 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1569815.125000 Penalty: 4625.999512
	Iteration 10Q: 3 clusters Score -1569815 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1569930.375000 Penalty: 4625.999512
	Iteration 11Q: 3 clusters Score -1569930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1570033.750000 Penalty: 4625.999512
	Iteration 12Q: 3 clusters Score -1570034 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1570121.750000 Penalty: 4625.999512
	Iteration 13Q: 3 clusters Score -1570122 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1570230.000000 Penalty: 4625.999512
	Iteration 14Q: 3 clusters Score -1570230 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1570332.000000 Penalty: 4625.999512
	Iteration 15Q: 3 clusters Score -1570332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1570425.875000 Penalty: 4625.999512
	Iteration 16Q: 3 clusters Score -1570426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1570521.000000 Penalty: 4625.999512
	Iteration 17Q: 3 clusters Score -1570521 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1570610.875000 Penalty: 4625.999512
	Iteration 18Q: 3 clusters Score -1570611 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1570694.375000 Penalty: 4625.999512
	Iteration 19Q: 3 clusters Score -1570694 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1570761.875000 Penalty: 4625.999512
	Iteration 20F: 3 clusters Score -1570762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1570817.750000 Penalty: 4625.999512
	Iteration 21Q: 3 clusters Score -1570818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1570866.000000 Penalty: 4625.999512
	Iteration 22Q: 3 clusters Score -1570866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1570910.625000 Penalty: 4625.999512
	Iteration 23Q: 3 clusters Score -1570911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1570970.250000 Penalty: 4625.999512
	Iteration 24Q: 3 clusters Score -1570970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1571026.500000 Penalty: 4625.999512
	Iteration 25Q: 3 clusters Score -1571026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1571078.875000 Penalty: 4625.999512
	Iteration 26Q: 3 clusters Score -1571079 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1571139.000000 Penalty: 4625.999512
	Iteration 27Q: 3 clusters Score -1571139 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1571183.625000 Penalty: 4625.999512
	Iteration 28Q: 3 clusters Score -1571184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1571231.250000 Penalty: 4625.999512
	Iteration 29Q: 3 clusters Score -1571231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1571278.750000 Penalty: 4625.999512
	Iteration 30Q: 3 clusters Score -1571279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1571314.875000 Penalty: 4625.999512
	Iteration 31Q: 3 clusters Score -1571315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1571354.875000 Penalty: 4625.999512
	Iteration 32Q: 3 clusters Score -1571355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1571379.875000 Penalty: 4625.999512
	Iteration 33Q: 3 clusters Score -1571380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1571403.500000 Penalty: 4625.999512
	Iteration 34Q: 3 clusters Score -1571404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1571426.625000 Penalty: 4625.999512
	Iteration 35Q: 3 clusters Score -1571427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1571460.500000 Penalty: 4625.999512
	Iteration 36Q: 3 clusters Score -1571460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1571490.125000 Penalty: 4625.999512
	Iteration 37Q: 3 clusters Score -1571490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1571525.375000 Penalty: 4625.999512
	Iteration 38Q: 3 clusters Score -1571525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1571542.500000 Penalty: 4625.999512
	Iteration 39Q: 3 clusters Score -1571542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1571569.750000 Penalty: 4625.999512
	Iteration 40F: 3 clusters Score -1571570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1571587.750000 Penalty: 4625.999512
	Iteration 41Q: 3 clusters Score -1571588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1571601.125000 Penalty: 4625.999512
	Iteration 42Q: 3 clusters Score -1571601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1571615.375000 Penalty: 4625.999512
	Iteration 43Q: 3 clusters Score -1571615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1571633.750000 Penalty: 4625.999512
	Iteration 44Q: 3 clusters Score -1571634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1571656.500000 Penalty: 4625.999512
	Iteration 45Q: 3 clusters Score -1571656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1571669.250000 Penalty: 4625.999512
	Iteration 46Q: 3 clusters Score -1571669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1571692.875000 Penalty: 4625.999512
	Iteration 47Q: 3 clusters Score -1571693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1571722.750000 Penalty: 4625.999512
	Iteration 48Q: 3 clusters Score -1571723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1571740.125000 Penalty: 4625.999512
	Iteration 49Q: 3 clusters Score -1571740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1571753.000000 Penalty: 4625.999512
	Iteration 50Q: 3 clusters Score -1571753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1571758.125000 Penalty: 4625.999512
	Iteration 51Q: 3 clusters Score -1571758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1571764.500000 Penalty: 4625.999512
	Iteration 52Q: 3 clusters Score -1571764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1571776.000000 Penalty: 4625.999512
	Iteration 53Q: 3 clusters Score -1571776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1571788.000000 Penalty: 4625.999512
	Iteration 54Q: 3 clusters Score -1571788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1571794.500000 Penalty: 4625.999512
	Iteration 55Q: 3 clusters Score -1571794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1571804.625000 Penalty: 4625.999512
	Iteration 56Q: 3 clusters Score -1571805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1571819.375000 Penalty: 4625.999512
	Iteration 57Q: 3 clusters Score -1571819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1571846.875000 Penalty: 4625.999512
	Iteration 58Q: 3 clusters Score -1571847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1571856.875000 Penalty: 4625.999512
	Iteration 59Q: 3 clusters Score -1571857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1571869.500000 Penalty: 4625.999512
	Iteration 60F: 3 clusters Score -1571870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1571880.000000 Penalty: 4625.999512
	Iteration 61Q: 3 clusters Score -1571880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1571888.625000 Penalty: 4625.999512
	Iteration 62Q: 3 clusters Score -1571889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1571895.625000 Penalty: 4625.999512
	Iteration 63Q: 3 clusters Score -1571896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1571900.000000 Penalty: 4625.999512
	Iteration 64Q: 3 clusters Score -1571900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1571917.125000 Penalty: 4625.999512
	Iteration 65Q: 3 clusters Score -1571917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1571927.750000 Penalty: 4625.999512
	Iteration 66Q: 3 clusters Score -1571928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1571936.750000 Penalty: 4625.999512
	Iteration 67Q: 3 clusters Score -1571937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1571944.250000 Penalty: 4625.999512
	Iteration 68Q: 3 clusters Score -1571944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1571949.875000 Penalty: 4625.999512
	Iteration 69Q: 3 clusters Score -1571950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1571958.375000 Penalty: 4625.999512
	Iteration 70Q: 3 clusters Score -1571958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1571966.625000 Penalty: 4625.999512
	Iteration 71Q: 3 clusters Score -1571967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1571971.375000 Penalty: 4625.999512
	Iteration 72Q: 3 clusters Score -1571971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1571977.000000 Penalty: 4625.999512
	Iteration 73Q: 3 clusters Score -1571977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1571986.250000 Penalty: 4625.999512
	Iteration 74Q: 3 clusters Score -1571986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1571990.625000 Penalty: 4625.999512
	Iteration 75Q: 3 clusters Score -1571991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1571996.625000 Penalty: 4625.999512
	Iteration 76Q: 3 clusters Score -1571997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1572003.000000 Penalty: 4625.999512
	Iteration 77Q: 3 clusters Score -1572003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1572017.250000 Penalty: 4625.999512
	Iteration 78Q: 3 clusters Score -1572017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1572029.625000 Penalty: 4625.999512
	Iteration 79Q: 3 clusters Score -1572030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1572041.625000 Penalty: 4625.999512
	Iteration 80F: 3 clusters Score -1572042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1572050.250000 Penalty: 4625.999512
	Iteration 81Q: 3 clusters Score -1572050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1572063.125000 Penalty: 4625.999512
	Iteration 82Q: 3 clusters Score -1572063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1572077.750000 Penalty: 4625.999512
	Iteration 83Q: 3 clusters Score -1572078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1572089.625000 Penalty: 4625.999512
	Iteration 84Q: 3 clusters Score -1572090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1572103.875000 Penalty: 4625.999512
	Iteration 85Q: 3 clusters Score -1572104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1572118.125000 Penalty: 4625.999512
	Iteration 86Q: 3 clusters Score -1572118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1572126.250000 Penalty: 4625.999512
	Iteration 87Q: 3 clusters Score -1572126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1572127.000000 Penalty: 4625.999512
	Iteration 88Q: 3 clusters Score -1572127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1572126.500000 Penalty: 4625.999512
	Iteration 89Q: 3 clusters Score -1572126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1572128.875000 Penalty: 4625.999512
	Iteration 90Q: 3 clusters Score -1572129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1572133.875000 Penalty: 4625.999512
	Iteration 91Q: 3 clusters Score -1572134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1572140.625000 Penalty: 4625.999512
	Iteration 92Q: 3 clusters Score -1572141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1572140.875000 Penalty: 4625.999512
	Iteration 93Q: 3 clusters Score -1572141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1572140.125000 Penalty: 4625.999512
	Iteration 94Q: 3 clusters Score -1572140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1572140.625000 Penalty: 4625.999512
	Iteration 95Q: 3 clusters Score -1572141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1572140.625000 Penalty: 4625.999512
	Iteration 96F: 3 clusters Score -1572141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -1693066.250000 Penalty: 2307.169189
	Iteration 0F: 2 clusters Score -1693066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1684764.875000 Penalty: 4614.338379
	Iteration 0F: 3 clusters Score -1684765 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1687311.375000 Penalty: 4614.338379
	Iteration 1F: 3 clusters Score -1687311 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1687720.000000 Penalty: 4614.338379
	Iteration 2F: 3 clusters Score -1687720 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1688095.375000 Penalty: 4614.338379
	Iteration 3F: 3 clusters Score -1688095 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1688469.750000 Penalty: 4614.338379
	Iteration 4F: 3 clusters Score -1688470 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1688848.500000 Penalty: 4614.338379
	Iteration 5F: 3 clusters Score -1688848 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1689218.875000 Penalty: 4614.338379
	Iteration 6F: 3 clusters Score -1689219 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1689592.750000 Penalty: 4614.338379
	Iteration 7F: 3 clusters Score -1689593 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1689937.250000 Penalty: 4614.338379
	Iteration 8Q: 3 clusters Score -1689937 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1690198.750000 Penalty: 4614.338379
	Iteration 9Q: 3 clusters Score -1690199 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1690392.375000 Penalty: 4614.338379
	Iteration 10Q: 3 clusters Score -1690392 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1690531.625000 Penalty: 4614.338379
	Iteration 11Q: 3 clusters Score -1690532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1690627.625000 Penalty: 4614.338379
	Iteration 12Q: 3 clusters Score -1690628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1690701.625000 Penalty: 4614.338379
	Iteration 13Q: 3 clusters Score -1690702 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1690752.500000 Penalty: 4614.338379
	Iteration 14Q: 3 clusters Score -1690752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1690796.000000 Penalty: 4614.338379
	Iteration 15Q: 3 clusters Score -1690796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1690827.125000 Penalty: 4614.338379
	Iteration 16Q: 3 clusters Score -1690827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1690857.875000 Penalty: 4614.338379
	Iteration 17Q: 3 clusters Score -1690858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1690877.750000 Penalty: 4614.338379
	Iteration 18Q: 3 clusters Score -1690878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1690887.000000 Penalty: 4614.338379
	Iteration 19Q: 3 clusters Score -1690887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1690901.375000 Penalty: 4614.338379
	Iteration 20F: 3 clusters Score -1690901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1690923.750000 Penalty: 4614.338379
	Iteration 21Q: 3 clusters Score -1690924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1690937.625000 Penalty: 4614.338379
	Iteration 22Q: 3 clusters Score -1690938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1690953.875000 Penalty: 4614.338379
	Iteration 23Q: 3 clusters Score -1690954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1690969.625000 Penalty: 4614.338379
	Iteration 24Q: 3 clusters Score -1690970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1690977.750000 Penalty: 4614.338379
	Iteration 25Q: 3 clusters Score -1690978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1690988.250000 Penalty: 4614.338379
	Iteration 26Q: 3 clusters Score -1690988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1690996.125000 Penalty: 4614.338379
	Iteration 27Q: 3 clusters Score -1690996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1690997.875000 Penalty: 4614.338379
	Iteration 28Q: 3 clusters Score -1690998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1691005.750000 Penalty: 4614.338379
	Iteration 29Q: 3 clusters Score -1691006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1691011.125000 Penalty: 4614.338379
	Iteration 30Q: 3 clusters Score -1691011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1691014.750000 Penalty: 4614.338379
	Iteration 31Q: 3 clusters Score -1691015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1691021.000000 Penalty: 4614.338379
	Iteration 32Q: 3 clusters Score -1691021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1691018.000000 Penalty: 4614.338379
	Iteration 33Q: 3 clusters Score -1691018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1691020.375000 Penalty: 4614.338379
	Iteration 34Q: 3 clusters Score -1691020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1691020.125000 Penalty: 4614.338379
	Iteration 35Q: 3 clusters Score -1691020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1691023.750000 Penalty: 4614.338379
	Iteration 36Q: 3 clusters Score -1691024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1691027.000000 Penalty: 4614.338379
	Iteration 37Q: 3 clusters Score -1691027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1691025.500000 Penalty: 4614.338379
	Iteration 38Q: 3 clusters Score -1691026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1691028.125000 Penalty: 4614.338379
	Iteration 39Q: 3 clusters Score -1691028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1691030.625000 Penalty: 4614.338379
	Iteration 40F: 3 clusters Score -1691031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1691032.375000 Penalty: 4614.338379
	Iteration 41Q: 3 clusters Score -1691032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1691032.000000 Penalty: 4614.338379
	Iteration 42Q: 3 clusters Score -1691032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1691031.500000 Penalty: 4614.338379
	Iteration 43Q: 3 clusters Score -1691032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1691032.500000 Penalty: 4614.338379
	Iteration 44Q: 3 clusters Score -1691032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1691035.500000 Penalty: 4614.338379
	Iteration 45Q: 3 clusters Score -1691036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1691033.500000 Penalty: 4614.338379
	Iteration 46Q: 3 clusters Score -1691034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1691035.625000 Penalty: 4614.338379
	Iteration 47Q: 3 clusters Score -1691036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1691032.875000 Penalty: 4614.338379
	Iteration 48Q: 3 clusters Score -1691033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1691034.250000 Penalty: 4614.338379
	Iteration 49Q: 3 clusters Score -1691034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1691034.125000 Penalty: 4614.338379
	Iteration 50Q: 3 clusters Score -1691034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1691033.250000 Penalty: 4614.338379
	Iteration 51Q: 3 clusters Score -1691033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1691036.000000 Penalty: 4614.338379
	Iteration 52Q: 3 clusters Score -1691036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1691035.250000 Penalty: 4614.338379
	Iteration 53Q: 3 clusters Score -1691035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1691035.250000 Penalty: 4614.338379
	Iteration 54F: 3 clusters Score -1691035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (99040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Entering Unmasked Estep 
Score: -15249497.000000 Penalty: 2852.813232
	Iteration 0F: 2 clusters Score -1.52495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -15186785.000000 Penalty: 5705.626465
	Iteration 0F: 3 clusters Score -1.518678e+07 nChanged 46550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -15213260.000000 Penalty: 5705.626465
	Iteration 1F: 3 clusters Score -1.521326e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -15214401.000000 Penalty: 5705.626465
	Iteration 2Q: 3 clusters Score -1.52144e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -15215809.000000 Penalty: 5705.626465
	Iteration 3Q: 3 clusters Score -1.521581e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -15217842.000000 Penalty: 5705.626465
	Iteration 4Q: 3 clusters Score -1.521784e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -15221014.000000 Penalty: 5705.626465
	Iteration 5F: 3 clusters Score -1.522101e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -15225983.000000 Penalty: 5705.626465
	Iteration 6F: 3 clusters Score -1.522598e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -15232303.000000 Penalty: 5705.626465
	Iteration 7F: 3 clusters Score -1.52323e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -15238658.000000 Penalty: 5705.626465
	Iteration 8F: 3 clusters Score -1.523866e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -15243276.000000 Penalty: 5705.626465
	Iteration 9F: 3 clusters Score -1.524328e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -15245693.000000 Penalty: 5705.626465
	Iteration 10Q: 3 clusters Score -1.524569e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -15246787.000000 Penalty: 5705.626465
	Iteration 11Q: 3 clusters Score -1.524679e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -15247159.000000 Penalty: 5705.626465
	Iteration 12Q: 3 clusters Score -1.524716e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -15247368.000000 Penalty: 5705.626465
	Iteration 13Q: 3 clusters Score -1.524737e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -15247448.000000 Penalty: 5705.626465
	Iteration 14Q: 3 clusters Score -1.524745e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -15247500.000000 Penalty: 5705.626465
	Iteration 15Q: 3 clusters Score -1.52475e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -15247511.000000 Penalty: 5705.626465
	Iteration 16Q: 3 clusters Score -1.524751e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -15247545.000000 Penalty: 5705.626465
	Iteration 17Q: 3 clusters Score -1.524754e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -15247573.000000 Penalty: 5705.626465
	Iteration 18Q: 3 clusters Score -1.524757e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -15247596.000000 Penalty: 5705.626465
	Iteration 19Q: 3 clusters Score -1.52476e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -15247609.000000 Penalty: 5705.626465
	Iteration 20F: 3 clusters Score -1.524761e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 97253 members 
Entering Unmasked Estep 
Score: -15247579.000000 Penalty: 5705.626465
	Iteration 21Q: 3 clusters Score -1.524758e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -15247592.000000 Penalty: 5705.626465
	Iteration 22Q: 3 clusters Score -1.524759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -15247609.000000 Penalty: 5705.626465
	Iteration 23Q: 3 clusters Score -1.524761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -15247625.000000 Penalty: 5705.626465
	Iteration 24Q: 3 clusters Score -1.524762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -15247631.000000 Penalty: 5705.626465
	Iteration 25Q: 3 clusters Score -1.524763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -15247641.000000 Penalty: 5705.626465
	Iteration 26Q: 3 clusters Score -1.524764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -15247633.000000 Penalty: 5705.626465
	Iteration 27Q: 3 clusters Score -1.524763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -15247610.000000 Penalty: 5705.626465
	Iteration 28Q: 3 clusters Score -1.524761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -15247601.000000 Penalty: 5705.626465
	Iteration 29Q: 3 clusters Score -1.52476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -15247600.000000 Penalty: 5705.626465
	Iteration 30Q: 3 clusters Score -1.52476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 97560 members 
Entering Unmasked Estep 
Score: -15247607.000000 Penalty: 5705.626465
	Iteration 31Q: 3 clusters Score -1.524761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -15247609.000000 Penalty: 5705.626465
	Iteration 32Q: 3 clusters Score -1.524761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -15247604.000000 Penalty: 5705.626465
	Iteration 33Q: 3 clusters Score -1.52476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -15247613.000000 Penalty: 5705.626465
	Iteration 34Q: 3 clusters Score -1.524761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -15247603.000000 Penalty: 5705.626465
	Iteration 35Q: 3 clusters Score -1.52476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -15247600.000000 Penalty: 5705.626465
	Iteration 36Q: 3 clusters Score -1.52476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -15247611.000000 Penalty: 5705.626465
	Iteration 37Q: 3 clusters Score -1.524761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -15247618.000000 Penalty: 5705.626465
	Iteration 38Q: 3 clusters Score -1.524762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -15247613.000000 Penalty: 5705.626465
	Iteration 39Q: 3 clusters Score -1.524761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -15247624.000000 Penalty: 5705.626465
	Iteration 40F: 3 clusters Score -1.524762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -15247624.000000 Penalty: 5705.626465
	Iteration 41Q: 3 clusters Score -1.524762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -15247639.000000 Penalty: 5705.626465
	Iteration 42Q: 3 clusters Score -1.524764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -15247626.000000 Penalty: 5705.626465
	Iteration 43Q: 3 clusters Score -1.524763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -15247626.000000 Penalty: 5705.626465
	Iteration 44Q: 3 clusters Score -1.524763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -15247621.000000 Penalty: 5705.626465
	Iteration 45Q: 3 clusters Score -1.524762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -15247627.000000 Penalty: 5705.626465
	Iteration 46Q: 3 clusters Score -1.524763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -15247616.000000 Penalty: 5705.626465
	Iteration 47Q: 3 clusters Score -1.524762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -15247624.000000 Penalty: 5705.626465
	Iteration 48Q: 3 clusters Score -1.524762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15247615.000000 Penalty: 5705.626465
	Iteration 49Q: 3 clusters Score -1.524762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
Score: -15247617.000000 Penalty: 5705.626465
	Iteration 50Q: 3 clusters Score -1.524762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -15247612.000000 Penalty: 5705.626465
	Iteration 51Q: 3 clusters Score -1.524761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -15247612.000000 Penalty: 5705.626465
	Iteration 52F: 3 clusters Score -1.524761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161085.062500 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -161085.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161860.750000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161860.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162117.578125 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162117.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162289.890625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162289.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162451.468750 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162451.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -162554.812500 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -162554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162594.281250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -162594.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -162626.281250 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -162626.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162672.296875 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -162672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -162719.218750 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -162719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -162760.203125 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -162760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -162812.312500 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -162812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162910.890625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -162910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163151.281250 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -163151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -163204.578125 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -163204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163225.937500 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -163225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163233.046875 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -163233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163243.500000 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -163243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163250.156250 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -163250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -163252.250000 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -163252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -163257.921875 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -163257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -163270.609375 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -163270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -163285.656250 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -163285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163295.109375 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -163295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163295.109375 Penalty: 3514.606934
	Iteration 24F: 3 clusters Score -163295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 99040 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 71644 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36811 members 
Mstep: Class 10 contains 122786 members 
Mstep: Class 11 contains 114128 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19948 members 
Mstep: Class 17 contains 98085 members 
Mstep: Class 18 contains 47842 members 
Mstep: Class 19 contains 51576 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67180 members 
Mstep: Class 22 contains 21798 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107835 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5946 members 
Entering Unmasked Estep 
Score: -137781584.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137783104.000000 to -137781584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (71644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Entering Unmasked Estep 
Score: -11169619.000000 Penalty: 2772.507080
	Iteration 0F: 2 clusters Score -1.116962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -11121908.000000 Penalty: 5545.014160
	Iteration 0F: 3 clusters Score -1.112191e+07 nChanged 33458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -11140761.000000 Penalty: 5545.014160
	Iteration 1F: 3 clusters Score -1.114076e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -11141442.000000 Penalty: 5545.014160
	Iteration 2Q: 3 clusters Score -1.114144e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -11141949.000000 Penalty: 5545.014160
	Iteration 3Q: 3 clusters Score -1.114195e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -11142371.000000 Penalty: 5545.014160
	Iteration 4Q: 3 clusters Score -1.114237e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -11142766.000000 Penalty: 5545.014160
	Iteration 5Q: 3 clusters Score -1.114277e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -11143178.000000 Penalty: 5545.014160
	Iteration 6Q: 3 clusters Score -1.114318e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -11143652.000000 Penalty: 5545.014160
	Iteration 7Q: 3 clusters Score -1.114365e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -11144271.000000 Penalty: 5545.014160
	Iteration 8Q: 3 clusters Score -1.114427e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -11145025.000000 Penalty: 5545.014160
	Iteration 9Q: 3 clusters Score -1.114502e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -11146142.000000 Penalty: 5545.014160
	Iteration 10Q: 3 clusters Score -1.114614e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -11147737.000000 Penalty: 5545.014160
	Iteration 11Q: 3 clusters Score -1.114774e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -11150238.000000 Penalty: 5545.014160
	Iteration 12F: 3 clusters Score -1.115024e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -11153522.000000 Penalty: 5545.014160
	Iteration 13F: 3 clusters Score -1.115352e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -11157501.000000 Penalty: 5545.014160
	Iteration 14F: 3 clusters Score -1.11575e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -11161093.000000 Penalty: 5545.014160
	Iteration 15F: 3 clusters Score -1.116109e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11163656.000000 Penalty: 5545.014160
	Iteration 16Q: 3 clusters Score -1.116366e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11165246.000000 Penalty: 5545.014160
	Iteration 17Q: 3 clusters Score -1.116525e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11166073.000000 Penalty: 5545.014160
	Iteration 18Q: 3 clusters Score -1.116607e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11166530.000000 Penalty: 5545.014160
	Iteration 19Q: 3 clusters Score -1.116653e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11166777.000000 Penalty: 5545.014160
	Iteration 20F: 3 clusters Score -1.116678e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11166906.000000 Penalty: 5545.014160
	Iteration 21Q: 3 clusters Score -1.116691e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11167000.000000 Penalty: 5545.014160
	Iteration 22Q: 3 clusters Score -1.1167e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11167050.000000 Penalty: 5545.014160
	Iteration 23Q: 3 clusters Score -1.116705e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11167087.000000 Penalty: 5545.014160
	Iteration 24Q: 3 clusters Score -1.116709e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11167113.000000 Penalty: 5545.014160
	Iteration 25Q: 3 clusters Score -1.116711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11167140.000000 Penalty: 5545.014160
	Iteration 26Q: 3 clusters Score -1.116714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11167149.000000 Penalty: 5545.014160
	Iteration 27Q: 3 clusters Score -1.116715e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11167148.000000 Penalty: 5545.014160
	Iteration 28Q: 3 clusters Score -1.116715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11167175.000000 Penalty: 5545.014160
	Iteration 29Q: 3 clusters Score -1.116718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11167190.000000 Penalty: 5545.014160
	Iteration 30Q: 3 clusters Score -1.116719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11167202.000000 Penalty: 5545.014160
	Iteration 31Q: 3 clusters Score -1.11672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11167205.000000 Penalty: 5545.014160
	Iteration 32Q: 3 clusters Score -1.11672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11167220.000000 Penalty: 5545.014160
	Iteration 33Q: 3 clusters Score -1.116722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11167222.000000 Penalty: 5545.014160
	Iteration 34Q: 3 clusters Score -1.116722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70989 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11167219.000000 Penalty: 5545.014160
	Iteration 35Q: 3 clusters Score -1.116722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11167225.000000 Penalty: 5545.014160
	Iteration 36Q: 3 clusters Score -1.116722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11167228.000000 Penalty: 5545.014160
	Iteration 37Q: 3 clusters Score -1.116723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11167243.000000 Penalty: 5545.014160
	Iteration 38Q: 3 clusters Score -1.116724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11167255.000000 Penalty: 5545.014160
	Iteration 39Q: 3 clusters Score -1.116726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11167256.000000 Penalty: 5545.014160
	Iteration 40F: 3 clusters Score -1.116726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11167270.000000 Penalty: 5545.014160
	Iteration 41Q: 3 clusters Score -1.116727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11167273.000000 Penalty: 5545.014160
	Iteration 42Q: 3 clusters Score -1.116727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11167262.000000 Penalty: 5545.014160
	Iteration 43Q: 3 clusters Score -1.116726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11167262.000000 Penalty: 5545.014160
	Iteration 44F: 3 clusters Score -1.116726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 98 members 
Entering Unmasked Estep 
Score: -17663.001953 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17769.400391 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17838.339844 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17838.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17843.837891 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17843.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17850.162109 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17850.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17858.716797 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -17858.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17868.242188 Penalty: 2594.629883
	Iteration 6Q: 3 clusters Score -17868.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17883.675781 Penalty: 2594.629883
	Iteration 7Q: 3 clusters Score -17883.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17888.365234 Penalty: 2594.629883
	Iteration 8Q: 3 clusters Score -17888.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17888.365234 Penalty: 2594.629883
	Iteration 9F: 3 clusters Score -17888.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Entering Unmasked Estep 
Score: -5645974.000000 Penalty: 2607.360840
	Iteration 0F: 2 clusters Score -5645974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5620999.000000 Penalty: 5214.721680
	Iteration 0F: 3 clusters Score -5620999 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5630033.000000 Penalty: 5214.721680
	Iteration 1F: 3 clusters Score -5630033 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5630514.000000 Penalty: 5214.721680
	Iteration 2Q: 3 clusters Score -5630514 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5630945.000000 Penalty: 5214.721680
	Iteration 3Q: 3 clusters Score -5630945 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -5631470.500000 Penalty: 5214.721680
	Iteration 4Q: 3 clusters Score -5631470 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5632100.500000 Penalty: 5214.721680
	Iteration 5Q: 3 clusters Score -5632100 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -5632898.500000 Penalty: 5214.721680
	Iteration 6Q: 3 clusters Score -5632898 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5634026.000000 Penalty: 5214.721680
	Iteration 7F: 3 clusters Score -5634026 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5635411.000000 Penalty: 5214.721680
	Iteration 8F: 3 clusters Score -5635411 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5637029.000000 Penalty: 5214.721680
	Iteration 9F: 3 clusters Score -5637029 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5638714.000000 Penalty: 5214.721680
	Iteration 10F: 3 clusters Score -5638714 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5640007.000000 Penalty: 5214.721680
	Iteration 11Q: 3 clusters Score -5640007 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5640747.500000 Penalty: 5214.721680
	Iteration 12Q: 3 clusters Score -5640748 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5641142.000000 Penalty: 5214.721680
	Iteration 13Q: 3 clusters Score -5641142 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5641380.500000 Penalty: 5214.721680
	Iteration 14Q: 3 clusters Score -5641380 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5641586.000000 Penalty: 5214.721680
	Iteration 15Q: 3 clusters Score -5641586 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5641731.000000 Penalty: 5214.721680
	Iteration 16Q: 3 clusters Score -5641731 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5641866.000000 Penalty: 5214.721680
	Iteration 17Q: 3 clusters Score -5641866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -5641991.000000 Penalty: 5214.721680
	Iteration 18Q: 3 clusters Score -5641991 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5642091.500000 Penalty: 5214.721680
	Iteration 19Q: 3 clusters Score -5642092 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -5642179.500000 Penalty: 5214.721680
	Iteration 20F: 3 clusters Score -5642180 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -5642248.500000 Penalty: 5214.721680
	Iteration 21Q: 3 clusters Score -5642248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5642341.000000 Penalty: 5214.721680
	Iteration 22Q: 3 clusters Score -5642341 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5642409.500000 Penalty: 5214.721680
	Iteration 23Q: 3 clusters Score -5642410 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5642474.500000 Penalty: 5214.721680
	Iteration 24Q: 3 clusters Score -5642474 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5642534.000000 Penalty: 5214.721680
	Iteration 25Q: 3 clusters Score -5642534 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -5642590.500000 Penalty: 5214.721680
	Iteration 26Q: 3 clusters Score -5642590 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5642639.500000 Penalty: 5214.721680
	Iteration 27Q: 3 clusters Score -5642640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5642681.000000 Penalty: 5214.721680
	Iteration 28Q: 3 clusters Score -5642681 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5642729.500000 Penalty: 5214.721680
	Iteration 29Q: 3 clusters Score -5642730 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -5642754.500000 Penalty: 5214.721680
	Iteration 30Q: 3 clusters Score -5642754 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5642805.000000 Penalty: 5214.721680
	Iteration 31Q: 3 clusters Score -5642805 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5642856.500000 Penalty: 5214.721680
	Iteration 32Q: 3 clusters Score -5642856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -5642916.500000 Penalty: 5214.721680
	Iteration 33Q: 3 clusters Score -5642916 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5642969.000000 Penalty: 5214.721680
	Iteration 34Q: 3 clusters Score -5642969 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5643013.000000 Penalty: 5214.721680
	Iteration 35Q: 3 clusters Score -5643013 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5643052.500000 Penalty: 5214.721680
	Iteration 36Q: 3 clusters Score -5643052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5643084.500000 Penalty: 5214.721680
	Iteration 37Q: 3 clusters Score -5643084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5643152.000000 Penalty: 5214.721680
	Iteration 38Q: 3 clusters Score -5643152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -5643195.000000 Penalty: 5214.721680
	Iteration 39Q: 3 clusters Score -5643195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5643233.500000 Penalty: 5214.721680
	Iteration 40F: 3 clusters Score -5643234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5643256.000000 Penalty: 5214.721680
	Iteration 41Q: 3 clusters Score -5643256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5643285.000000 Penalty: 5214.721680
	Iteration 42Q: 3 clusters Score -5643285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5643329.000000 Penalty: 5214.721680
	Iteration 43Q: 3 clusters Score -5643329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5643377.500000 Penalty: 5214.721680
	Iteration 44Q: 3 clusters Score -5643378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5643414.500000 Penalty: 5214.721680
	Iteration 45Q: 3 clusters Score -5643414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5643431.000000 Penalty: 5214.721680
	Iteration 46Q: 3 clusters Score -5643431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5643433.500000 Penalty: 5214.721680
	Iteration 47Q: 3 clusters Score -5643434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5643447.000000 Penalty: 5214.721680
	Iteration 48Q: 3 clusters Score -5643447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5643463.000000 Penalty: 5214.721680
	Iteration 49Q: 3 clusters Score -5643463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5643481.000000 Penalty: 5214.721680
	Iteration 50Q: 3 clusters Score -5643481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5643487.500000 Penalty: 5214.721680
	Iteration 51Q: 3 clusters Score -5643488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5643493.000000 Penalty: 5214.721680
	Iteration 52Q: 3 clusters Score -5643493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5643494.000000 Penalty: 5214.721680
	Iteration 53Q: 3 clusters Score -5643494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5643511.000000 Penalty: 5214.721680
	Iteration 54Q: 3 clusters Score -5643511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5643517.500000 Penalty: 5214.721680
	Iteration 55Q: 3 clusters Score -5643518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5643523.000000 Penalty: 5214.721680
	Iteration 56Q: 3 clusters Score -5643523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5643536.500000 Penalty: 5214.721680
	Iteration 57Q: 3 clusters Score -5643536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5643550.000000 Penalty: 5214.721680
	Iteration 58Q: 3 clusters Score -5643550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5643566.500000 Penalty: 5214.721680
	Iteration 59Q: 3 clusters Score -5643566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5643574.500000 Penalty: 5214.721680
	Iteration 60F: 3 clusters Score -5643574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5643588.000000 Penalty: 5214.721680
	Iteration 61Q: 3 clusters Score -5643588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5643604.000000 Penalty: 5214.721680
	Iteration 62Q: 3 clusters Score -5643604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5643606.500000 Penalty: 5214.721680
	Iteration 63Q: 3 clusters Score -5643606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5643631.500000 Penalty: 5214.721680
	Iteration 64Q: 3 clusters Score -5643632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5643630.500000 Penalty: 5214.721680
	Iteration 65Q: 3 clusters Score -5643630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5643642.000000 Penalty: 5214.721680
	Iteration 66Q: 3 clusters Score -5643642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5643636.000000 Penalty: 5214.721680
	Iteration 67Q: 3 clusters Score -5643636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5643653.000000 Penalty: 5214.721680
	Iteration 68Q: 3 clusters Score -5643653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5643661.500000 Penalty: 5214.721680
	Iteration 69Q: 3 clusters Score -5643662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5643676.000000 Penalty: 5214.721680
	Iteration 70Q: 3 clusters Score -5643676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5643680.000000 Penalty: 5214.721680
	Iteration 71Q: 3 clusters Score -5643680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5643697.500000 Penalty: 5214.721680
	Iteration 72Q: 3 clusters Score -5643698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5643697.000000 Penalty: 5214.721680
	Iteration 73Q: 3 clusters Score -5643697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5643690.000000 Penalty: 5214.721680
	Iteration 74Q: 3 clusters Score -5643690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5643700.500000 Penalty: 5214.721680
	Iteration 75Q: 3 clusters Score -5643700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5643708.000000 Penalty: 5214.721680
	Iteration 76Q: 3 clusters Score -5643708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5643707.000000 Penalty: 5214.721680
	Iteration 77Q: 3 clusters Score -5643707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5643719.500000 Penalty: 5214.721680
	Iteration 78Q: 3 clusters Score -5643720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5643714.000000 Penalty: 5214.721680
	Iteration 79Q: 3 clusters Score -5643714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5643711.000000 Penalty: 5214.721680
	Iteration 80F: 3 clusters Score -5643711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5643722.500000 Penalty: 5214.721680
	Iteration 81Q: 3 clusters Score -5643722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5643720.000000 Penalty: 5214.721680
	Iteration 82Q: 3 clusters Score -5643720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5643716.500000 Penalty: 5214.721680
	Iteration 83Q: 3 clusters Score -5643716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5643726.500000 Penalty: 5214.721680
	Iteration 84Q: 3 clusters Score -5643726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5643738.500000 Penalty: 5214.721680
	Iteration 85Q: 3 clusters Score -5643738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5643739.000000 Penalty: 5214.721680
	Iteration 86Q: 3 clusters Score -5643739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5643748.000000 Penalty: 5214.721680
	Iteration 87Q: 3 clusters Score -5643748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5643752.500000 Penalty: 5214.721680
	Iteration 88Q: 3 clusters Score -5643752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5643752.500000 Penalty: 5214.721680
	Iteration 89Q: 3 clusters Score -5643752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5643768.500000 Penalty: 5214.721680
	Iteration 90Q: 3 clusters Score -5643768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5643772.500000 Penalty: 5214.721680
	Iteration 91Q: 3 clusters Score -5643772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5643773.500000 Penalty: 5214.721680
	Iteration 92Q: 3 clusters Score -5643774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5643770.500000 Penalty: 5214.721680
	Iteration 93Q: 3 clusters Score -5643770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5643775.500000 Penalty: 5214.721680
	Iteration 94Q: 3 clusters Score -5643776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5643773.000000 Penalty: 5214.721680
	Iteration 95Q: 3 clusters Score -5643773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5643767.000000 Penalty: 5214.721680
	Iteration 96Q: 3 clusters Score -5643767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5643768.000000 Penalty: 5214.721680
	Iteration 97Q: 3 clusters Score -5643768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5643765.500000 Penalty: 5214.721680
	Iteration 98Q: 3 clusters Score -5643766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5643764.500000 Penalty: 5214.721680
	Iteration 99Q: 3 clusters Score -5643764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5643765.000000 Penalty: 5214.721680
	Iteration 100F: 3 clusters Score -5643765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5643773.000000 Penalty: 5214.721680
	Iteration 101Q: 3 clusters Score -5643773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5643777.000000 Penalty: 5214.721680
	Iteration 102Q: 3 clusters Score -5643777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5643774.000000 Penalty: 5214.721680
	Iteration 103Q: 3 clusters Score -5643774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5643777.000000 Penalty: 5214.721680
	Iteration 104Q: 3 clusters Score -5643777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5643772.500000 Penalty: 5214.721680
	Iteration 105Q: 3 clusters Score -5643772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5643774.000000 Penalty: 5214.721680
	Iteration 106Q: 3 clusters Score -5643774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5643775.000000 Penalty: 5214.721680
	Iteration 107Q: 3 clusters Score -5643775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5643781.000000 Penalty: 5214.721680
	Iteration 108Q: 3 clusters Score -5643781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5643780.500000 Penalty: 5214.721680
	Iteration 109Q: 3 clusters Score -5643780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5643781.000000 Penalty: 5214.721680
	Iteration 110Q: 3 clusters Score -5643781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5643781.000000 Penalty: 5214.721680
	Iteration 111F: 3 clusters Score -5643781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122786 members 
Entering Unmasked Estep 
Score: -18886020.000000 Penalty: 2906.113037
	Iteration 0F: 2 clusters Score -1.888602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -18808962.000000 Penalty: 5812.226074
	Iteration 0F: 3 clusters Score -1.880896e+07 nChanged 58348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -18842528.000000 Penalty: 5812.226074
	Iteration 1F: 3 clusters Score -1.884253e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -18843420.000000 Penalty: 5812.226074
	Iteration 2Q: 3 clusters Score -1.884342e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -18844330.000000 Penalty: 5812.226074
	Iteration 3Q: 3 clusters Score -1.884433e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -18846010.000000 Penalty: 5812.226074
	Iteration 4Q: 3 clusters Score -1.884601e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -18848588.000000 Penalty: 5812.226074
	Iteration 5Q: 3 clusters Score -1.884859e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -18852502.000000 Penalty: 5812.226074
	Iteration 6Q: 3 clusters Score -1.88525e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -18857740.000000 Penalty: 5812.226074
	Iteration 7F: 3 clusters Score -1.885774e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -18863856.000000 Penalty: 5812.226074
	Iteration 8F: 3 clusters Score -1.886386e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -18869554.000000 Penalty: 5812.226074
	Iteration 9F: 3 clusters Score -1.886955e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -18874312.000000 Penalty: 5812.226074
	Iteration 10F: 3 clusters Score -1.887431e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -18877630.000000 Penalty: 5812.226074
	Iteration 11Q: 3 clusters Score -1.887763e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -18880028.000000 Penalty: 5812.226074
	Iteration 12Q: 3 clusters Score -1.888003e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -18881524.000000 Penalty: 5812.226074
	Iteration 13Q: 3 clusters Score -1.888152e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -18882502.000000 Penalty: 5812.226074
	Iteration 14Q: 3 clusters Score -1.88825e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -18883198.000000 Penalty: 5812.226074
	Iteration 15Q: 3 clusters Score -1.88832e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -18883582.000000 Penalty: 5812.226074
	Iteration 16Q: 3 clusters Score -1.888358e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -18883820.000000 Penalty: 5812.226074
	Iteration 17Q: 3 clusters Score -1.888382e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -18883978.000000 Penalty: 5812.226074
	Iteration 18Q: 3 clusters Score -1.888398e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -18884086.000000 Penalty: 5812.226074
	Iteration 19Q: 3 clusters Score -1.888409e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 119005 members 
Entering Unmasked Estep 
Score: -18884128.000000 Penalty: 5812.226074
	Iteration 20F: 3 clusters Score -1.888413e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -18884176.000000 Penalty: 5812.226074
	Iteration 21Q: 3 clusters Score -1.888418e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -18884216.000000 Penalty: 5812.226074
	Iteration 22Q: 3 clusters Score -1.888422e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -18884286.000000 Penalty: 5812.226074
	Iteration 23Q: 3 clusters Score -1.888429e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -18884290.000000 Penalty: 5812.226074
	Iteration 24Q: 3 clusters Score -1.888429e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -18884298.000000 Penalty: 5812.226074
	Iteration 25Q: 3 clusters Score -1.88843e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -18884278.000000 Penalty: 5812.226074
	Iteration 26Q: 3 clusters Score -1.888428e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -18884308.000000 Penalty: 5812.226074
	Iteration 27Q: 3 clusters Score -1.888431e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -18884294.000000 Penalty: 5812.226074
	Iteration 28Q: 3 clusters Score -1.888429e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -18884318.000000 Penalty: 5812.226074
	Iteration 29Q: 3 clusters Score -1.888432e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -18884354.000000 Penalty: 5812.226074
	Iteration 30Q: 3 clusters Score -1.888435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -18884380.000000 Penalty: 5812.226074
	Iteration 31Q: 3 clusters Score -1.888438e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 120644 members 
Entering Unmasked Estep 
Score: -18884372.000000 Penalty: 5812.226074
	Iteration 32Q: 3 clusters Score -1.888437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
Score: -18884352.000000 Penalty: 5812.226074
	Iteration 33Q: 3 clusters Score -1.888435e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -18884352.000000 Penalty: 5812.226074
	Iteration 34Q: 3 clusters Score -1.888435e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 120746 members 
Entering Unmasked Estep 
Score: -18884362.000000 Penalty: 5812.226074
	Iteration 35Q: 3 clusters Score -1.888436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -18884362.000000 Penalty: 5812.226074
	Iteration 36Q: 3 clusters Score -1.888436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -18884350.000000 Penalty: 5812.226074
	Iteration 37Q: 3 clusters Score -1.888435e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 120815 members 
Entering Unmasked Estep 
Score: -18884342.000000 Penalty: 5812.226074
	Iteration 38Q: 3 clusters Score -1.888434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 120830 members 
Entering Unmasked Estep 
Score: -18884344.000000 Penalty: 5812.226074
	Iteration 39Q: 3 clusters Score -1.888434e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -18884324.000000 Penalty: 5812.226074
	Iteration 40F: 3 clusters Score -1.888432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -18884316.000000 Penalty: 5812.226074
	Iteration 41Q: 3 clusters Score -1.888432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 120874 members 
Entering Unmasked Estep 
Score: -18884314.000000 Penalty: 5812.226074
	Iteration 42Q: 3 clusters Score -1.888431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 120889 members 
Entering Unmasked Estep 
Score: -18884302.000000 Penalty: 5812.226074
	Iteration 43Q: 3 clusters Score -1.88843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -18884318.000000 Penalty: 5812.226074
	Iteration 44Q: 3 clusters Score -1.888432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -18884300.000000 Penalty: 5812.226074
	Iteration 45Q: 3 clusters Score -1.88843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -18884294.000000 Penalty: 5812.226074
	Iteration 46Q: 3 clusters Score -1.888429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 120922 members 
Entering Unmasked Estep 
Score: -18884296.000000 Penalty: 5812.226074
	Iteration 47Q: 3 clusters Score -1.88843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -18884306.000000 Penalty: 5812.226074
	Iteration 48Q: 3 clusters Score -1.888431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -18884294.000000 Penalty: 5812.226074
	Iteration 49Q: 3 clusters Score -1.888429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 120930 members 
Entering Unmasked Estep 
Score: -18884308.000000 Penalty: 5812.226074
	Iteration 50Q: 3 clusters Score -1.888431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 120933 members 
Entering Unmasked Estep 
Score: -18884308.000000 Penalty: 5812.226074
	Iteration 51Q: 3 clusters Score -1.888431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 120934 members 
Entering Unmasked Estep 
Score: -18884320.000000 Penalty: 5812.226074
	Iteration 52Q: 3 clusters Score -1.888432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -18884314.000000 Penalty: 5812.226074
	Iteration 53Q: 3 clusters Score -1.888431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -18884304.000000 Penalty: 5812.226074
	Iteration 54Q: 3 clusters Score -1.88843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 120952 members 
Entering Unmasked Estep 
Score: -18884306.000000 Penalty: 5812.226074
	Iteration 55Q: 3 clusters Score -1.888431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -18884300.000000 Penalty: 5812.226074
	Iteration 56Q: 3 clusters Score -1.88843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -18884290.000000 Penalty: 5812.226074
	Iteration 57Q: 3 clusters Score -1.888429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -18884308.000000 Penalty: 5812.226074
	Iteration 58Q: 3 clusters Score -1.888431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -18884310.000000 Penalty: 5812.226074
	Iteration 59Q: 3 clusters Score -1.888431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -18884312.000000 Penalty: 5812.226074
	Iteration 60F: 3 clusters Score -1.888431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -18884318.000000 Penalty: 5812.226074
	Iteration 61Q: 3 clusters Score -1.888432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -18884318.000000 Penalty: 5812.226074
	Iteration 62F: 3 clusters Score -1.888432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (114128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Entering Unmasked Estep 
Score: -17557114.000000 Penalty: 2887.978760
	Iteration 0F: 2 clusters Score -1.755711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -17485962.000000 Penalty: 5775.957520
	Iteration 0F: 3 clusters Score -1.748596e+07 nChanged 54214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -17516892.000000 Penalty: 5775.957520
	Iteration 1F: 3 clusters Score -1.751689e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -17517602.000000 Penalty: 5775.957520
	Iteration 2Q: 3 clusters Score -1.75176e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -17518542.000000 Penalty: 5775.957520
	Iteration 3Q: 3 clusters Score -1.751854e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -17519742.000000 Penalty: 5775.957520
	Iteration 4Q: 3 clusters Score -1.751974e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -17521632.000000 Penalty: 5775.957520
	Iteration 5Q: 3 clusters Score -1.752163e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -17524854.000000 Penalty: 5775.957520
	Iteration 6F: 3 clusters Score -1.752485e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -17530108.000000 Penalty: 5775.957520
	Iteration 7F: 3 clusters Score -1.753011e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -17537388.000000 Penalty: 5775.957520
	Iteration 8F: 3 clusters Score -1.753739e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -17545080.000000 Penalty: 5775.957520
	Iteration 9F: 3 clusters Score -1.754508e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -17550550.000000 Penalty: 5775.957520
	Iteration 10F: 3 clusters Score -1.755055e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -17553006.000000 Penalty: 5775.957520
	Iteration 11Q: 3 clusters Score -1.755301e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17553852.000000 Penalty: 5775.957520
	Iteration 12Q: 3 clusters Score -1.755385e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -17554244.000000 Penalty: 5775.957520
	Iteration 13Q: 3 clusters Score -1.755424e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -17554396.000000 Penalty: 5775.957520
	Iteration 14Q: 3 clusters Score -1.75544e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17554454.000000 Penalty: 5775.957520
	Iteration 15Q: 3 clusters Score -1.755445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17554496.000000 Penalty: 5775.957520
	Iteration 16Q: 3 clusters Score -1.75545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17554516.000000 Penalty: 5775.957520
	Iteration 17Q: 3 clusters Score -1.755452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113858 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17554540.000000 Penalty: 5775.957520
	Iteration 18Q: 3 clusters Score -1.755454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17554556.000000 Penalty: 5775.957520
	Iteration 19Q: 3 clusters Score -1.755456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17554568.000000 Penalty: 5775.957520
	Iteration 20F: 3 clusters Score -1.755457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17554580.000000 Penalty: 5775.957520
	Iteration 21Q: 3 clusters Score -1.755458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17554590.000000 Penalty: 5775.957520
	Iteration 22Q: 3 clusters Score -1.755459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17554600.000000 Penalty: 5775.957520
	Iteration 23Q: 3 clusters Score -1.75546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17554592.000000 Penalty: 5775.957520
	Iteration 24Q: 3 clusters Score -1.755459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17554596.000000 Penalty: 5775.957520
	Iteration 25Q: 3 clusters Score -1.75546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17554608.000000 Penalty: 5775.957520
	Iteration 26Q: 3 clusters Score -1.755461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17554598.000000 Penalty: 5775.957520
	Iteration 27Q: 3 clusters Score -1.75546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17554594.000000 Penalty: 5775.957520
	Iteration 28Q: 3 clusters Score -1.755459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113879 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17554600.000000 Penalty: 5775.957520
	Iteration 29Q: 3 clusters Score -1.75546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17554604.000000 Penalty: 5775.957520
	Iteration 30Q: 3 clusters Score -1.75546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17554602.000000 Penalty: 5775.957520
	Iteration 31Q: 3 clusters Score -1.75546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17554614.000000 Penalty: 5775.957520
	Iteration 32Q: 3 clusters Score -1.755461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17554618.000000 Penalty: 5775.957520
	Iteration 33Q: 3 clusters Score -1.755462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17554618.000000 Penalty: 5775.957520
	Iteration 34F: 3 clusters Score -1.755462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -19610.964844 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19610.96 nChanged 12
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: -19682.486328 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -19682.49 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: -19710.482422 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19710.48 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: -19718.867188 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -19718.87 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: -19718.867188 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -19718.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -754165.750000 Penalty: 2118.436035
	Iteration 0F: 2 clusters Score -754165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -749632.937500 Penalty: 4236.872070
	Iteration 0F: 3 clusters Score -749632.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -750777.437500 Penalty: 4236.872070
	Iteration 1F: 3 clusters Score -750777.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -751100.687500 Penalty: 4236.872070
	Iteration 2F: 3 clusters Score -751100.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -751427.812500 Penalty: 4236.872070
	Iteration 3F: 3 clusters Score -751427.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -751767.437500 Penalty: 4236.872070
	Iteration 4F: 3 clusters Score -751767.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -752069.750000 Penalty: 4236.872070
	Iteration 5F: 3 clusters Score -752069.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -752329.687500 Penalty: 4236.872070
	Iteration 6F: 3 clusters Score -752329.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -752547.625000 Penalty: 4236.872070
	Iteration 7Q: 3 clusters Score -752547.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -752722.437500 Penalty: 4236.872070
	Iteration 8Q: 3 clusters Score -752722.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -752850.937500 Penalty: 4236.872070
	Iteration 9Q: 3 clusters Score -752850.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -752940.500000 Penalty: 4236.872070
	Iteration 10Q: 3 clusters Score -752940.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -753004.000000 Penalty: 4236.872070
	Iteration 11Q: 3 clusters Score -753004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -753050.312500 Penalty: 4236.872070
	Iteration 12Q: 3 clusters Score -753050.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -753075.937500 Penalty: 4236.872070
	Iteration 13Q: 3 clusters Score -753075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -753090.375000 Penalty: 4236.872070
	Iteration 14Q: 3 clusters Score -753090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -753102.187500 Penalty: 4236.872070
	Iteration 15Q: 3 clusters Score -753102.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -753111.625000 Penalty: 4236.872070
	Iteration 16Q: 3 clusters Score -753111.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -753117.812500 Penalty: 4236.872070
	Iteration 17Q: 3 clusters Score -753117.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -753125.000000 Penalty: 4236.872070
	Iteration 18Q: 3 clusters Score -753125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -753128.625000 Penalty: 4236.872070
	Iteration 19Q: 3 clusters Score -753128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -753130.562500 Penalty: 4236.872070
	Iteration 20F: 3 clusters Score -753130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -753131.500000 Penalty: 4236.872070
	Iteration 21Q: 3 clusters Score -753131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -753134.687500 Penalty: 4236.872070
	Iteration 22Q: 3 clusters Score -753134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -753134.250000 Penalty: 4236.872070
	Iteration 23Q: 3 clusters Score -753134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -753135.437500 Penalty: 4236.872070
	Iteration 24Q: 3 clusters Score -753135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -753136.750000 Penalty: 4236.872070
	Iteration 25Q: 3 clusters Score -753136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -753137.375000 Penalty: 4236.872070
	Iteration 26Q: 3 clusters Score -753137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -753139.000000 Penalty: 4236.872070
	Iteration 27Q: 3 clusters Score -753139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -753139.000000 Penalty: 4236.872070
	Iteration 28Q: 3 clusters Score -753139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -753138.500000 Penalty: 4236.872070
	Iteration 29Q: 3 clusters Score -753138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -753139.437500 Penalty: 4236.872070
	Iteration 30Q: 3 clusters Score -753139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -753140.000000 Penalty: 4236.872070
	Iteration 31Q: 3 clusters Score -753140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -753140.000000 Penalty: 4236.872070
	Iteration 32F: 3 clusters Score -753140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92306.531250 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92306.53 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92672.593750 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92672.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92915.945312 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92915.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93156.062500 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -93156.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93435.046875 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -93435.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93672.531250 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93672.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93873.710938 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93873.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94201.765625 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -94201.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94404.343750 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -94404.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94422.835938 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -94422.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94434.570312 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -94434.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94434.570312 Penalty: 3243.634766
	Iteration 11F: 3 clusters Score -94434.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 99040 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 71644 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36811 members 
Mstep: Class 10 contains 122786 members 
Mstep: Class 11 contains 114128 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 19948 members 
Mstep: Class 17 contains 98085 members 
Mstep: Class 18 contains 47842 members 
Mstep: Class 19 contains 51576 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67180 members 
Mstep: Class 22 contains 21798 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107835 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5946 members 
Entering Unmasked Estep 
Score: -137781648.000000 Penalty: 95326.062500
Splitting cluster 15 changes total score from -137783104.000000 to -137781648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Entering Unmasked Estep 
Score: -3037788.000000 Penalty: 2455.419434
	Iteration 0F: 2 clusters Score -3037788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3023658.500000 Penalty: 4910.838867
	Iteration 0F: 3 clusters Score -3023658 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3028512.500000 Penalty: 4910.838867
	Iteration 1F: 3 clusters Score -3028512 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3028945.750000 Penalty: 4910.838867
	Iteration 2F: 3 clusters Score -3028946 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3029311.250000 Penalty: 4910.838867
	Iteration 3Q: 3 clusters Score -3029311 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3029638.500000 Penalty: 4910.838867
	Iteration 4Q: 3 clusters Score -3029638 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3029925.500000 Penalty: 4910.838867
	Iteration 5Q: 3 clusters Score -3029926 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3030239.000000 Penalty: 4910.838867
	Iteration 6Q: 3 clusters Score -3030239 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3030586.500000 Penalty: 4910.838867
	Iteration 7Q: 3 clusters Score -3030586 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3030994.000000 Penalty: 4910.838867
	Iteration 8Q: 3 clusters Score -3030994 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3031475.750000 Penalty: 4910.838867
	Iteration 9Q: 3 clusters Score -3031476 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3032129.250000 Penalty: 4910.838867
	Iteration 10Q: 3 clusters Score -3032129 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3032907.750000 Penalty: 4910.838867
	Iteration 11F: 3 clusters Score -3032908 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3033703.000000 Penalty: 4910.838867
	Iteration 12F: 3 clusters Score -3033703 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3034438.000000 Penalty: 4910.838867
	Iteration 13Q: 3 clusters Score -3034438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3034972.750000 Penalty: 4910.838867
	Iteration 14Q: 3 clusters Score -3034973 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3035268.250000 Penalty: 4910.838867
	Iteration 15Q: 3 clusters Score -3035268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3035395.500000 Penalty: 4910.838867
	Iteration 16Q: 3 clusters Score -3035396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3035479.500000 Penalty: 4910.838867
	Iteration 17Q: 3 clusters Score -3035480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3035539.250000 Penalty: 4910.838867
	Iteration 18Q: 3 clusters Score -3035539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3035572.500000 Penalty: 4910.838867
	Iteration 19Q: 3 clusters Score -3035572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3035584.750000 Penalty: 4910.838867
	Iteration 20F: 3 clusters Score -3035585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3035601.000000 Penalty: 4910.838867
	Iteration 21Q: 3 clusters Score -3035601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3035609.000000 Penalty: 4910.838867
	Iteration 22Q: 3 clusters Score -3035609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3035615.000000 Penalty: 4910.838867
	Iteration 23Q: 3 clusters Score -3035615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3035625.500000 Penalty: 4910.838867
	Iteration 24Q: 3 clusters Score -3035626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3035628.000000 Penalty: 4910.838867
	Iteration 25Q: 3 clusters Score -3035628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3035643.000000 Penalty: 4910.838867
	Iteration 26Q: 3 clusters Score -3035643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3035652.000000 Penalty: 4910.838867
	Iteration 27Q: 3 clusters Score -3035652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3035653.250000 Penalty: 4910.838867
	Iteration 28Q: 3 clusters Score -3035653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3035657.250000 Penalty: 4910.838867
	Iteration 29Q: 3 clusters Score -3035657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3035662.000000 Penalty: 4910.838867
	Iteration 30Q: 3 clusters Score -3035662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3035662.000000 Penalty: 4910.838867
	Iteration 31Q: 3 clusters Score -3035662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3035663.500000 Penalty: 4910.838867
	Iteration 32Q: 3 clusters Score -3035664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3035663.500000 Penalty: 4910.838867
	Iteration 33F: 3 clusters Score -3035664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (98085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Entering Unmasked Estep 
Score: -15099038.000000 Penalty: 2850.410156
	Iteration 0F: 2 clusters Score -1.509904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -15034942.000000 Penalty: 5700.820312
	Iteration 0F: 3 clusters Score -1.503494e+07 nChanged 46247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -15061791.000000 Penalty: 5700.820312
	Iteration 1F: 3 clusters Score -1.506179e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -15062929.000000 Penalty: 5700.820312
	Iteration 2Q: 3 clusters Score -1.506293e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -15064112.000000 Penalty: 5700.820312
	Iteration 3Q: 3 clusters Score -1.506411e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -15065539.000000 Penalty: 5700.820312
	Iteration 4Q: 3 clusters Score -1.506554e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -15067300.000000 Penalty: 5700.820312
	Iteration 5Q: 3 clusters Score -1.50673e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -15069827.000000 Penalty: 5700.820312
	Iteration 6Q: 3 clusters Score -1.506983e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -15073252.000000 Penalty: 5700.820312
	Iteration 7F: 3 clusters Score -1.507325e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -15077692.000000 Penalty: 5700.820312
	Iteration 8F: 3 clusters Score -1.507769e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -15081775.000000 Penalty: 5700.820312
	Iteration 9F: 3 clusters Score -1.508178e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -15084301.000000 Penalty: 5700.820312
	Iteration 10F: 3 clusters Score -1.50843e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -15085556.000000 Penalty: 5700.820312
	Iteration 11Q: 3 clusters Score -1.508556e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -15086098.000000 Penalty: 5700.820312
	Iteration 12Q: 3 clusters Score -1.50861e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -15086391.000000 Penalty: 5700.820312
	Iteration 13Q: 3 clusters Score -1.508639e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -15086584.000000 Penalty: 5700.820312
	Iteration 14Q: 3 clusters Score -1.508658e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -15086769.000000 Penalty: 5700.820312
	Iteration 15Q: 3 clusters Score -1.508677e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -15086991.000000 Penalty: 5700.820312
	Iteration 16Q: 3 clusters Score -1.508699e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -15087179.000000 Penalty: 5700.820312
	Iteration 17Q: 3 clusters Score -1.508718e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -15087303.000000 Penalty: 5700.820312
	Iteration 18Q: 3 clusters Score -1.50873e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -15087480.000000 Penalty: 5700.820312
	Iteration 19Q: 3 clusters Score -1.508748e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -15087561.000000 Penalty: 5700.820312
	Iteration 20F: 3 clusters Score -1.508756e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -15087652.000000 Penalty: 5700.820312
	Iteration 21Q: 3 clusters Score -1.508765e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -15087816.000000 Penalty: 5700.820312
	Iteration 22Q: 3 clusters Score -1.508782e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -15087907.000000 Penalty: 5700.820312
	Iteration 23Q: 3 clusters Score -1.508791e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -15088020.000000 Penalty: 5700.820312
	Iteration 24Q: 3 clusters Score -1.508802e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -15088180.000000 Penalty: 5700.820312
	Iteration 25Q: 3 clusters Score -1.508818e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -15088307.000000 Penalty: 5700.820312
	Iteration 26Q: 3 clusters Score -1.508831e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -15088352.000000 Penalty: 5700.820312
	Iteration 27Q: 3 clusters Score -1.508835e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -15088409.000000 Penalty: 5700.820312
	Iteration 28Q: 3 clusters Score -1.508841e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -15088501.000000 Penalty: 5700.820312
	Iteration 29Q: 3 clusters Score -1.50885e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -15088582.000000 Penalty: 5700.820312
	Iteration 30Q: 3 clusters Score -1.508858e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -15088655.000000 Penalty: 5700.820312
	Iteration 31Q: 3 clusters Score -1.508866e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -15088747.000000 Penalty: 5700.820312
	Iteration 32Q: 3 clusters Score -1.508875e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -15088845.000000 Penalty: 5700.820312
	Iteration 33Q: 3 clusters Score -1.508884e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -15088955.000000 Penalty: 5700.820312
	Iteration 34Q: 3 clusters Score -1.508896e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -15089023.000000 Penalty: 5700.820312
	Iteration 35Q: 3 clusters Score -1.508902e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -15089088.000000 Penalty: 5700.820312
	Iteration 36Q: 3 clusters Score -1.508909e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -15089199.000000 Penalty: 5700.820312
	Iteration 37Q: 3 clusters Score -1.50892e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -15089294.000000 Penalty: 5700.820312
	Iteration 38Q: 3 clusters Score -1.508929e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -15089387.000000 Penalty: 5700.820312
	Iteration 39Q: 3 clusters Score -1.508939e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -15089447.000000 Penalty: 5700.820312
	Iteration 40F: 3 clusters Score -1.508945e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -15089439.000000 Penalty: 5700.820312
	Iteration 41Q: 3 clusters Score -1.508944e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -15089475.000000 Penalty: 5700.820312
	Iteration 42Q: 3 clusters Score -1.508948e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -15089603.000000 Penalty: 5700.820312
	Iteration 43Q: 3 clusters Score -1.50896e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -15089638.000000 Penalty: 5700.820312
	Iteration 44Q: 3 clusters Score -1.508964e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -15089755.000000 Penalty: 5700.820312
	Iteration 45Q: 3 clusters Score -1.508976e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -15089873.000000 Penalty: 5700.820312
	Iteration 46Q: 3 clusters Score -1.508987e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -15089994.000000 Penalty: 5700.820312
	Iteration 47Q: 3 clusters Score -1.508999e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -15090136.000000 Penalty: 5700.820312
	Iteration 48Q: 3 clusters Score -1.509014e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -15090295.000000 Penalty: 5700.820312
	Iteration 49Q: 3 clusters Score -1.50903e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -15090504.000000 Penalty: 5700.820312
	Iteration 50Q: 3 clusters Score -1.50905e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -15090672.000000 Penalty: 5700.820312
	Iteration 51Q: 3 clusters Score -1.509067e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -15090797.000000 Penalty: 5700.820312
	Iteration 52Q: 3 clusters Score -1.50908e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -15090998.000000 Penalty: 5700.820312
	Iteration 53Q: 3 clusters Score -1.5091e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -15091192.000000 Penalty: 5700.820312
	Iteration 54Q: 3 clusters Score -1.509119e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -15091481.000000 Penalty: 5700.820312
	Iteration 55Q: 3 clusters Score -1.509148e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -15091738.000000 Penalty: 5700.820312
	Iteration 56Q: 3 clusters Score -1.509174e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -15091946.000000 Penalty: 5700.820312
	Iteration 57Q: 3 clusters Score -1.509195e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -15092168.000000 Penalty: 5700.820312
	Iteration 58Q: 3 clusters Score -1.509217e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -15092410.000000 Penalty: 5700.820312
	Iteration 59Q: 3 clusters Score -1.509241e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -15092684.000000 Penalty: 5700.820312
	Iteration 60F: 3 clusters Score -1.509268e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -15092938.000000 Penalty: 5700.820312
	Iteration 61Q: 3 clusters Score -1.509294e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -15093177.000000 Penalty: 5700.820312
	Iteration 62Q: 3 clusters Score -1.509318e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -15093435.000000 Penalty: 5700.820312
	Iteration 63Q: 3 clusters Score -1.509344e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 84979 members 
Entering Unmasked Estep 
Score: -15093720.000000 Penalty: 5700.820312
	Iteration 64Q: 3 clusters Score -1.509372e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -15094117.000000 Penalty: 5700.820312
	Iteration 65Q: 3 clusters Score -1.509412e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -15094436.000000 Penalty: 5700.820312
	Iteration 66Q: 3 clusters Score -1.509444e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -15094744.000000 Penalty: 5700.820312
	Iteration 67Q: 3 clusters Score -1.509474e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -15095038.000000 Penalty: 5700.820312
	Iteration 68Q: 3 clusters Score -1.509504e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -15095314.000000 Penalty: 5700.820312
	Iteration 69Q: 3 clusters Score -1.509531e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -15095616.000000 Penalty: 5700.820312
	Iteration 70Q: 3 clusters Score -1.509562e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -15095918.000000 Penalty: 5700.820312
	Iteration 71Q: 3 clusters Score -1.509592e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -15096117.000000 Penalty: 5700.820312
	Iteration 72Q: 3 clusters Score -1.509612e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -15096362.000000 Penalty: 5700.820312
	Iteration 73Q: 3 clusters Score -1.509636e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -15096477.000000 Penalty: 5700.820312
	Iteration 74Q: 3 clusters Score -1.509648e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -15096584.000000 Penalty: 5700.820312
	Iteration 75Q: 3 clusters Score -1.509658e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -15096676.000000 Penalty: 5700.820312
	Iteration 76Q: 3 clusters Score -1.509668e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -15096737.000000 Penalty: 5700.820312
	Iteration 77Q: 3 clusters Score -1.509674e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -15096792.000000 Penalty: 5700.820312
	Iteration 78Q: 3 clusters Score -1.509679e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -15096848.000000 Penalty: 5700.820312
	Iteration 79Q: 3 clusters Score -1.509685e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -15096877.000000 Penalty: 5700.820312
	Iteration 80F: 3 clusters Score -1.509688e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -15096917.000000 Penalty: 5700.820312
	Iteration 81Q: 3 clusters Score -1.509692e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -15096918.000000 Penalty: 5700.820312
	Iteration 82Q: 3 clusters Score -1.509692e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -15096948.000000 Penalty: 5700.820312
	Iteration 83Q: 3 clusters Score -1.509695e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 95933 members 
Entering Unmasked Estep 
Score: -15096998.000000 Penalty: 5700.820312
	Iteration 84Q: 3 clusters Score -1.5097e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -15097036.000000 Penalty: 5700.820312
	Iteration 85Q: 3 clusters Score -1.509704e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -15097017.000000 Penalty: 5700.820312
	Iteration 86Q: 3 clusters Score -1.509702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -15097041.000000 Penalty: 5700.820312
	Iteration 87Q: 3 clusters Score -1.509704e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 96241 members 
Entering Unmasked Estep 
Score: -15097059.000000 Penalty: 5700.820312
	Iteration 88Q: 3 clusters Score -1.509706e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -15097051.000000 Penalty: 5700.820312
	Iteration 89Q: 3 clusters Score -1.509705e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -15097049.000000 Penalty: 5700.820312
	Iteration 90Q: 3 clusters Score -1.509705e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -15097052.000000 Penalty: 5700.820312
	Iteration 91Q: 3 clusters Score -1.509705e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -15097058.000000 Penalty: 5700.820312
	Iteration 92Q: 3 clusters Score -1.509706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -15097072.000000 Penalty: 5700.820312
	Iteration 93Q: 3 clusters Score -1.509707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -15097074.000000 Penalty: 5700.820312
	Iteration 94Q: 3 clusters Score -1.509707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -15097062.000000 Penalty: 5700.820312
	Iteration 95Q: 3 clusters Score -1.509706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -15097075.000000 Penalty: 5700.820312
	Iteration 96Q: 3 clusters Score -1.509708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -15097080.000000 Penalty: 5700.820312
	Iteration 97Q: 3 clusters Score -1.509708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -15097075.000000 Penalty: 5700.820312
	Iteration 98Q: 3 clusters Score -1.509708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -15097081.000000 Penalty: 5700.820312
	Iteration 99Q: 3 clusters Score -1.509708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -15097086.000000 Penalty: 5700.820312
	Iteration 100F: 3 clusters Score -1.509709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -15097090.000000 Penalty: 5700.820312
	Iteration 101Q: 3 clusters Score -1.509709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -15097117.000000 Penalty: 5700.820312
	Iteration 102Q: 3 clusters Score -1.509712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -15097108.000000 Penalty: 5700.820312
	Iteration 103Q: 3 clusters Score -1.509711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -15097101.000000 Penalty: 5700.820312
	Iteration 104Q: 3 clusters Score -1.50971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -15097099.000000 Penalty: 5700.820312
	Iteration 105Q: 3 clusters Score -1.50971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -15097098.000000 Penalty: 5700.820312
	Iteration 106Q: 3 clusters Score -1.50971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
Score: -15097089.000000 Penalty: 5700.820312
	Iteration 107Q: 3 clusters Score -1.509709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -15097076.000000 Penalty: 5700.820312
	Iteration 108Q: 3 clusters Score -1.509708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -15097084.000000 Penalty: 5700.820312
	Iteration 109Q: 3 clusters Score -1.509708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -15097081.000000 Penalty: 5700.820312
	Iteration 110Q: 3 clusters Score -1.509708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -15097080.000000 Penalty: 5700.820312
	Iteration 111Q: 3 clusters Score -1.509708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -15097091.000000 Penalty: 5700.820312
	Iteration 112Q: 3 clusters Score -1.509709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -15097092.000000 Penalty: 5700.820312
	Iteration 113Q: 3 clusters Score -1.509709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -15097081.000000 Penalty: 5700.820312
	Iteration 114Q: 3 clusters Score -1.509708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -15097107.000000 Penalty: 5700.820312
	Iteration 115Q: 3 clusters Score -1.509711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -15097115.000000 Penalty: 5700.820312
	Iteration 116Q: 3 clusters Score -1.509712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -15097106.000000 Penalty: 5700.820312
	Iteration 117Q: 3 clusters Score -1.509711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -15097097.000000 Penalty: 5700.820312
	Iteration 118Q: 3 clusters Score -1.50971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -15097112.000000 Penalty: 5700.820312
	Iteration 119Q: 3 clusters Score -1.509711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -15097111.000000 Penalty: 5700.820312
	Iteration 120F: 3 clusters Score -1.509711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -15097108.000000 Penalty: 5700.820312
	Iteration 121Q: 3 clusters Score -1.509711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -15097115.000000 Penalty: 5700.820312
	Iteration 122Q: 3 clusters Score -1.509712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -15097122.000000 Penalty: 5700.820312
	Iteration 123Q: 3 clusters Score -1.509712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -15097115.000000 Penalty: 5700.820312
	Iteration 124Q: 3 clusters Score -1.509712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -15097114.000000 Penalty: 5700.820312
	Iteration 125Q: 3 clusters Score -1.509711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -15097116.000000 Penalty: 5700.820312
	Iteration 126Q: 3 clusters Score -1.509712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -15097108.000000 Penalty: 5700.820312
	Iteration 127Q: 3 clusters Score -1.509711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -15097108.000000 Penalty: 5700.820312
	Iteration 128Q: 3 clusters Score -1.509711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -15097120.000000 Penalty: 5700.820312
	Iteration 129Q: 3 clusters Score -1.509712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -15097117.000000 Penalty: 5700.820312
	Iteration 130Q: 3 clusters Score -1.509712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -15097114.000000 Penalty: 5700.820312
	Iteration 131Q: 3 clusters Score -1.509711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -15097117.000000 Penalty: 5700.820312
	Iteration 132Q: 3 clusters Score -1.509712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -15097116.000000 Penalty: 5700.820312
	Iteration 133Q: 3 clusters Score -1.509712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -15097125.000000 Penalty: 5700.820312
	Iteration 134Q: 3 clusters Score -1.509712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -15097123.000000 Penalty: 5700.820312
	Iteration 135Q: 3 clusters Score -1.509712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -15097123.000000 Penalty: 5700.820312
	Iteration 136F: 3 clusters Score -1.509712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Entering Unmasked Estep 
Score: -7166166.500000 Penalty: 2672.363525
	Iteration 0F: 2 clusters Score -7166166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7133982.500000 Penalty: 5344.727051
	Iteration 0F: 3 clusters Score -7133982 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -7145970.000000 Penalty: 5344.727051
	Iteration 1F: 3 clusters Score -7145970 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -7146674.000000 Penalty: 5344.727051
	Iteration 2Q: 3 clusters Score -7146674 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7147235.500000 Penalty: 5344.727051
	Iteration 3Q: 3 clusters Score -7147236 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -7147710.000000 Penalty: 5344.727051
	Iteration 4Q: 3 clusters Score -7147710 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -7148257.500000 Penalty: 5344.727051
	Iteration 5Q: 3 clusters Score -7148258 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -7148821.000000 Penalty: 5344.727051
	Iteration 6Q: 3 clusters Score -7148821 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -7149437.500000 Penalty: 5344.727051
	Iteration 7Q: 3 clusters Score -7149438 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7150173.000000 Penalty: 5344.727051
	Iteration 8Q: 3 clusters Score -7150173 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -7151140.500000 Penalty: 5344.727051
	Iteration 9Q: 3 clusters Score -7151140 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -7152592.000000 Penalty: 5344.727051
	Iteration 10Q: 3 clusters Score -7152592 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -7154293.000000 Penalty: 5344.727051
	Iteration 11F: 3 clusters Score -7154293 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -7155711.500000 Penalty: 5344.727051
	Iteration 12F: 3 clusters Score -7155712 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -7156655.500000 Penalty: 5344.727051
	Iteration 13Q: 3 clusters Score -7156656 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -7157007.000000 Penalty: 5344.727051
	Iteration 14Q: 3 clusters Score -7157007 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -7157215.500000 Penalty: 5344.727051
	Iteration 15Q: 3 clusters Score -7157216 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -7157362.000000 Penalty: 5344.727051
	Iteration 16Q: 3 clusters Score -7157362 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -7157451.500000 Penalty: 5344.727051
	Iteration 17Q: 3 clusters Score -7157452 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -7157534.000000 Penalty: 5344.727051
	Iteration 18Q: 3 clusters Score -7157534 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -7157671.500000 Penalty: 5344.727051
	Iteration 19Q: 3 clusters Score -7157672 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -7157773.000000 Penalty: 5344.727051
	Iteration 20F: 3 clusters Score -7157773 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -7157978.500000 Penalty: 5344.727051
	Iteration 21Q: 3 clusters Score -7157978 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -7158077.000000 Penalty: 5344.727051
	Iteration 22Q: 3 clusters Score -7158077 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -7158148.000000 Penalty: 5344.727051
	Iteration 23Q: 3 clusters Score -7158148 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -7158311.500000 Penalty: 5344.727051
	Iteration 24Q: 3 clusters Score -7158312 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -7158421.500000 Penalty: 5344.727051
	Iteration 25Q: 3 clusters Score -7158422 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -7158557.000000 Penalty: 5344.727051
	Iteration 26Q: 3 clusters Score -7158557 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -7158679.500000 Penalty: 5344.727051
	Iteration 27Q: 3 clusters Score -7158680 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7158806.500000 Penalty: 5344.727051
	Iteration 28Q: 3 clusters Score -7158806 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7158940.500000 Penalty: 5344.727051
	Iteration 29Q: 3 clusters Score -7158940 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -7159055.500000 Penalty: 5344.727051
	Iteration 30Q: 3 clusters Score -7159056 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7159187.500000 Penalty: 5344.727051
	Iteration 31Q: 3 clusters Score -7159188 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7159332.000000 Penalty: 5344.727051
	Iteration 32Q: 3 clusters Score -7159332 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -7159484.500000 Penalty: 5344.727051
	Iteration 33Q: 3 clusters Score -7159484 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -7159639.500000 Penalty: 5344.727051
	Iteration 34Q: 3 clusters Score -7159640 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -7159797.500000 Penalty: 5344.727051
	Iteration 35Q: 3 clusters Score -7159798 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -7159910.500000 Penalty: 5344.727051
	Iteration 36Q: 3 clusters Score -7159910 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -7160062.000000 Penalty: 5344.727051
	Iteration 37Q: 3 clusters Score -7160062 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7160229.500000 Penalty: 5344.727051
	Iteration 38Q: 3 clusters Score -7160230 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -7160386.000000 Penalty: 5344.727051
	Iteration 39Q: 3 clusters Score -7160386 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -7160546.000000 Penalty: 5344.727051
	Iteration 40F: 3 clusters Score -7160546 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -7160665.000000 Penalty: 5344.727051
	Iteration 41Q: 3 clusters Score -7160665 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -7160762.500000 Penalty: 5344.727051
	Iteration 42Q: 3 clusters Score -7160762 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -7160851.500000 Penalty: 5344.727051
	Iteration 43Q: 3 clusters Score -7160852 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -7160936.500000 Penalty: 5344.727051
	Iteration 44Q: 3 clusters Score -7160936 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -7161033.500000 Penalty: 5344.727051
	Iteration 45Q: 3 clusters Score -7161034 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -7161165.000000 Penalty: 5344.727051
	Iteration 46Q: 3 clusters Score -7161165 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -7161286.500000 Penalty: 5344.727051
	Iteration 47Q: 3 clusters Score -7161286 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7161354.000000 Penalty: 5344.727051
	Iteration 48Q: 3 clusters Score -7161354 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -7161414.500000 Penalty: 5344.727051
	Iteration 49Q: 3 clusters Score -7161414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -7161475.000000 Penalty: 5344.727051
	Iteration 50Q: 3 clusters Score -7161475 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -7161544.500000 Penalty: 5344.727051
	Iteration 51Q: 3 clusters Score -7161544 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -7161623.500000 Penalty: 5344.727051
	Iteration 52Q: 3 clusters Score -7161624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7161679.000000 Penalty: 5344.727051
	Iteration 53Q: 3 clusters Score -7161679 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -7161744.500000 Penalty: 5344.727051
	Iteration 54Q: 3 clusters Score -7161744 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -7161783.000000 Penalty: 5344.727051
	Iteration 55Q: 3 clusters Score -7161783 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -7161861.500000 Penalty: 5344.727051
	Iteration 56Q: 3 clusters Score -7161862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -7161882.000000 Penalty: 5344.727051
	Iteration 57Q: 3 clusters Score -7161882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7161936.500000 Penalty: 5344.727051
	Iteration 58Q: 3 clusters Score -7161936 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -7161997.000000 Penalty: 5344.727051
	Iteration 59Q: 3 clusters Score -7161997 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -7162070.000000 Penalty: 5344.727051
	Iteration 60F: 3 clusters Score -7162070 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7162158.500000 Penalty: 5344.727051
	Iteration 61Q: 3 clusters Score -7162158 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -7162189.000000 Penalty: 5344.727051
	Iteration 62Q: 3 clusters Score -7162189 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7162280.500000 Penalty: 5344.727051
	Iteration 63Q: 3 clusters Score -7162280 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -7162314.000000 Penalty: 5344.727051
	Iteration 64Q: 3 clusters Score -7162314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -7162332.500000 Penalty: 5344.727051
	Iteration 65Q: 3 clusters Score -7162332 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -7162398.500000 Penalty: 5344.727051
	Iteration 66Q: 3 clusters Score -7162398 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -7162452.500000 Penalty: 5344.727051
	Iteration 67Q: 3 clusters Score -7162452 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -7162498.000000 Penalty: 5344.727051
	Iteration 68Q: 3 clusters Score -7162498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -7162519.000000 Penalty: 5344.727051
	Iteration 69Q: 3 clusters Score -7162519 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -7162555.500000 Penalty: 5344.727051
	Iteration 70Q: 3 clusters Score -7162556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -7162572.500000 Penalty: 5344.727051
	Iteration 71Q: 3 clusters Score -7162572 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -7162600.500000 Penalty: 5344.727051
	Iteration 72Q: 3 clusters Score -7162600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -7162647.000000 Penalty: 5344.727051
	Iteration 73Q: 3 clusters Score -7162647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -7162677.000000 Penalty: 5344.727051
	Iteration 74Q: 3 clusters Score -7162677 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -7162719.500000 Penalty: 5344.727051
	Iteration 75Q: 3 clusters Score -7162720 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7162750.000000 Penalty: 5344.727051
	Iteration 76Q: 3 clusters Score -7162750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -7162780.000000 Penalty: 5344.727051
	Iteration 77Q: 3 clusters Score -7162780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -7162800.000000 Penalty: 5344.727051
	Iteration 78Q: 3 clusters Score -7162800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7162822.500000 Penalty: 5344.727051
	Iteration 79Q: 3 clusters Score -7162822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7162847.000000 Penalty: 5344.727051
	Iteration 80F: 3 clusters Score -7162847 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7162878.000000 Penalty: 5344.727051
	Iteration 81Q: 3 clusters Score -7162878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7162924.500000 Penalty: 5344.727051
	Iteration 82Q: 3 clusters Score -7162924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7162926.000000 Penalty: 5344.727051
	Iteration 83Q: 3 clusters Score -7162926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7162942.500000 Penalty: 5344.727051
	Iteration 84Q: 3 clusters Score -7162942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7162947.500000 Penalty: 5344.727051
	Iteration 85Q: 3 clusters Score -7162948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7162964.500000 Penalty: 5344.727051
	Iteration 86Q: 3 clusters Score -7162964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7163004.000000 Penalty: 5344.727051
	Iteration 87Q: 3 clusters Score -7163004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7163008.500000 Penalty: 5344.727051
	Iteration 88Q: 3 clusters Score -7163008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7163065.500000 Penalty: 5344.727051
	Iteration 89Q: 3 clusters Score -7163066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7163088.500000 Penalty: 5344.727051
	Iteration 90Q: 3 clusters Score -7163088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -7163114.500000 Penalty: 5344.727051
	Iteration 91Q: 3 clusters Score -7163114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7163154.000000 Penalty: 5344.727051
	Iteration 92Q: 3 clusters Score -7163154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7163171.500000 Penalty: 5344.727051
	Iteration 93Q: 3 clusters Score -7163172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7163209.000000 Penalty: 5344.727051
	Iteration 94Q: 3 clusters Score -7163209 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7163232.500000 Penalty: 5344.727051
	Iteration 95Q: 3 clusters Score -7163232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7163261.500000 Penalty: 5344.727051
	Iteration 96Q: 3 clusters Score -7163262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7163297.500000 Penalty: 5344.727051
	Iteration 97Q: 3 clusters Score -7163298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7163325.000000 Penalty: 5344.727051
	Iteration 98Q: 3 clusters Score -7163325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7163363.000000 Penalty: 5344.727051
	Iteration 99Q: 3 clusters Score -7163363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7163415.000000 Penalty: 5344.727051
	Iteration 100F: 3 clusters Score -7163415 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7163462.000000 Penalty: 5344.727051
	Iteration 101Q: 3 clusters Score -7163462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7163478.500000 Penalty: 5344.727051
	Iteration 102Q: 3 clusters Score -7163478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7163514.500000 Penalty: 5344.727051
	Iteration 103Q: 3 clusters Score -7163514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7163536.500000 Penalty: 5344.727051
	Iteration 104Q: 3 clusters Score -7163536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7163553.000000 Penalty: 5344.727051
	Iteration 105Q: 3 clusters Score -7163553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7163587.500000 Penalty: 5344.727051
	Iteration 106Q: 3 clusters Score -7163588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7163621.000000 Penalty: 5344.727051
	Iteration 107Q: 3 clusters Score -7163621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7163639.000000 Penalty: 5344.727051
	Iteration 108Q: 3 clusters Score -7163639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7163668.000000 Penalty: 5344.727051
	Iteration 109Q: 3 clusters Score -7163668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7163679.000000 Penalty: 5344.727051
	Iteration 110Q: 3 clusters Score -7163679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7163690.000000 Penalty: 5344.727051
	Iteration 111Q: 3 clusters Score -7163690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7163702.500000 Penalty: 5344.727051
	Iteration 112Q: 3 clusters Score -7163702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7163711.000000 Penalty: 5344.727051
	Iteration 113Q: 3 clusters Score -7163711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7163717.000000 Penalty: 5344.727051
	Iteration 114Q: 3 clusters Score -7163717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7163739.500000 Penalty: 5344.727051
	Iteration 115Q: 3 clusters Score -7163740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7163750.000000 Penalty: 5344.727051
	Iteration 116Q: 3 clusters Score -7163750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7163754.500000 Penalty: 5344.727051
	Iteration 117Q: 3 clusters Score -7163754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7163763.500000 Penalty: 5344.727051
	Iteration 118Q: 3 clusters Score -7163764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7163750.000000 Penalty: 5344.727051
	Iteration 119Q: 3 clusters Score -7163750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7163759.500000 Penalty: 5344.727051
	Iteration 120F: 3 clusters Score -7163760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7163762.500000 Penalty: 5344.727051
	Iteration 121Q: 3 clusters Score -7163762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7163766.000000 Penalty: 5344.727051
	Iteration 122Q: 3 clusters Score -7163766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7163769.000000 Penalty: 5344.727051
	Iteration 123Q: 3 clusters Score -7163769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7163779.000000 Penalty: 5344.727051
	Iteration 124Q: 3 clusters Score -7163779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7163778.000000 Penalty: 5344.727051
	Iteration 125Q: 3 clusters Score -7163778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7163775.500000 Penalty: 5344.727051
	Iteration 126Q: 3 clusters Score -7163776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7163790.000000 Penalty: 5344.727051
	Iteration 127Q: 3 clusters Score -7163790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7163781.000000 Penalty: 5344.727051
	Iteration 128Q: 3 clusters Score -7163781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7163783.000000 Penalty: 5344.727051
	Iteration 129Q: 3 clusters Score -7163783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7163779.000000 Penalty: 5344.727051
	Iteration 130Q: 3 clusters Score -7163779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7163797.500000 Penalty: 5344.727051
	Iteration 131Q: 3 clusters Score -7163798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7163797.000000 Penalty: 5344.727051
	Iteration 132Q: 3 clusters Score -7163797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7163800.500000 Penalty: 5344.727051
	Iteration 133Q: 3 clusters Score -7163800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7163802.000000 Penalty: 5344.727051
	Iteration 134Q: 3 clusters Score -7163802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7163813.500000 Penalty: 5344.727051
	Iteration 135Q: 3 clusters Score -7163814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7163813.500000 Penalty: 5344.727051
	Iteration 136Q: 3 clusters Score -7163814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7163815.000000 Penalty: 5344.727051
	Iteration 137Q: 3 clusters Score -7163815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7163821.000000 Penalty: 5344.727051
	Iteration 138Q: 3 clusters Score -7163821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7163819.000000 Penalty: 5344.727051
	Iteration 139Q: 3 clusters Score -7163819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7163815.500000 Penalty: 5344.727051
	Iteration 140F: 3 clusters Score -7163816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7163812.500000 Penalty: 5344.727051
	Iteration 141Q: 3 clusters Score -7163812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7163814.000000 Penalty: 5344.727051
	Iteration 142Q: 3 clusters Score -7163814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7163821.000000 Penalty: 5344.727051
	Iteration 143Q: 3 clusters Score -7163821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7163827.000000 Penalty: 5344.727051
	Iteration 144Q: 3 clusters Score -7163827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7163826.500000 Penalty: 5344.727051
	Iteration 145Q: 3 clusters Score -7163826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7163828.000000 Penalty: 5344.727051
	Iteration 146Q: 3 clusters Score -7163828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7163826.500000 Penalty: 5344.727051
	Iteration 147Q: 3 clusters Score -7163826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7163827.000000 Penalty: 5344.727051
	Iteration 148Q: 3 clusters Score -7163827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7163825.000000 Penalty: 5344.727051
	Iteration 149Q: 3 clusters Score -7163825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7163830.500000 Penalty: 5344.727051
	Iteration 150Q: 3 clusters Score -7163830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7163843.000000 Penalty: 5344.727051
	Iteration 151Q: 3 clusters Score -7163843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7163844.500000 Penalty: 5344.727051
	Iteration 152Q: 3 clusters Score -7163844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7163854.000000 Penalty: 5344.727051
	Iteration 153Q: 3 clusters Score -7163854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7163859.000000 Penalty: 5344.727051
	Iteration 154Q: 3 clusters Score -7163859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7163862.500000 Penalty: 5344.727051
	Iteration 155Q: 3 clusters Score -7163862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7163861.000000 Penalty: 5344.727051
	Iteration 156Q: 3 clusters Score -7163861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7163854.000000 Penalty: 5344.727051
	Iteration 157Q: 3 clusters Score -7163854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7163857.000000 Penalty: 5344.727051
	Iteration 158Q: 3 clusters Score -7163857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7163861.000000 Penalty: 5344.727051
	Iteration 159Q: 3 clusters Score -7163861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7163867.500000 Penalty: 5344.727051
	Iteration 160F: 3 clusters Score -7163868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Entering Unmasked Estep 
Score: -7773032.000000 Penalty: 2691.001465
	Iteration 0F: 2 clusters Score -7773032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -7738343.500000 Penalty: 5382.002930
	Iteration 0F: 3 clusters Score -7738344 nChanged 23991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7751459.500000 Penalty: 5382.002930
	Iteration 1F: 3 clusters Score -7751460 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7752171.500000 Penalty: 5382.002930
	Iteration 2Q: 3 clusters Score -7752172 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -7753020.000000 Penalty: 5382.002930
	Iteration 3Q: 3 clusters Score -7753020 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7754231.500000 Penalty: 5382.002930
	Iteration 4Q: 3 clusters Score -7754232 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -7756054.500000 Penalty: 5382.002930
	Iteration 5F: 3 clusters Score -7756054 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -7758679.000000 Penalty: 5382.002930
	Iteration 6F: 3 clusters Score -7758679 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7761967.000000 Penalty: 5382.002930
	Iteration 7F: 3 clusters Score -7761967 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -7765159.000000 Penalty: 5382.002930
	Iteration 8F: 3 clusters Score -7765159 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7767624.500000 Penalty: 5382.002930
	Iteration 9F: 3 clusters Score -7767624 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7769134.500000 Penalty: 5382.002930
	Iteration 10Q: 3 clusters Score -7769134 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7769903.000000 Penalty: 5382.002930
	Iteration 11Q: 3 clusters Score -7769903 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7770352.000000 Penalty: 5382.002930
	Iteration 12Q: 3 clusters Score -7770352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7770557.500000 Penalty: 5382.002930
	Iteration 13Q: 3 clusters Score -7770558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7770676.000000 Penalty: 5382.002930
	Iteration 14Q: 3 clusters Score -7770676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7770740.000000 Penalty: 5382.002930
	Iteration 15Q: 3 clusters Score -7770740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7770793.500000 Penalty: 5382.002930
	Iteration 16Q: 3 clusters Score -7770794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7770818.500000 Penalty: 5382.002930
	Iteration 17Q: 3 clusters Score -7770818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7770825.000000 Penalty: 5382.002930
	Iteration 18Q: 3 clusters Score -7770825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7770837.500000 Penalty: 5382.002930
	Iteration 19Q: 3 clusters Score -7770838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7770878.500000 Penalty: 5382.002930
	Iteration 20F: 3 clusters Score -7770878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7770876.000000 Penalty: 5382.002930
	Iteration 21Q: 3 clusters Score -7770876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7770880.500000 Penalty: 5382.002930
	Iteration 22Q: 3 clusters Score -7770880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7770880.500000 Penalty: 5382.002930
	Iteration 23Q: 3 clusters Score -7770880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7770885.500000 Penalty: 5382.002930
	Iteration 24Q: 3 clusters Score -7770886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7770883.000000 Penalty: 5382.002930
	Iteration 25Q: 3 clusters Score -7770883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7770883.000000 Penalty: 5382.002930
	Iteration 26F: 3 clusters Score -7770883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55823.875000 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55823.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54467.265625 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54467.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54737.523438 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54737.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54840.386719 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54840.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54886.820312 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54886.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54925.566406 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54925.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54947.066406 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -54947.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54970.398438 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -54970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54999.328125 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -54999.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55010.101562 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55022.875000 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55022.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55044.980469 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55044.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55060.078125 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -55060.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55067.269531 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -55067.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55067.269531 Penalty: 3001.836182
	Iteration 13F: 3 clusters Score -55067.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Entering Unmasked Estep 
Score: -10396281.000000 Penalty: 2756.552246
	Iteration 0F: 2 clusters Score -1.039628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -10351524.000000 Penalty: 5513.104492
	Iteration 0F: 3 clusters Score -1.035152e+07 nChanged 31205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -10368905.000000 Penalty: 5513.104492
	Iteration 1F: 3 clusters Score -1.03689e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -10369706.000000 Penalty: 5513.104492
	Iteration 2Q: 3 clusters Score -1.036971e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -10370765.000000 Penalty: 5513.104492
	Iteration 3Q: 3 clusters Score -1.037076e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -10372291.000000 Penalty: 5513.104492
	Iteration 4Q: 3 clusters Score -1.037229e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -10374664.000000 Penalty: 5513.104492
	Iteration 5F: 3 clusters Score -1.037466e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -10377962.000000 Penalty: 5513.104492
	Iteration 6F: 3 clusters Score -1.037796e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -10382046.000000 Penalty: 5513.104492
	Iteration 7F: 3 clusters Score -1.038205e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -10385790.000000 Penalty: 5513.104492
	Iteration 8F: 3 clusters Score -1.038579e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -10388196.000000 Penalty: 5513.104492
	Iteration 9Q: 3 clusters Score -1.03882e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -10389452.000000 Penalty: 5513.104492
	Iteration 10Q: 3 clusters Score -1.038945e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -10390041.000000 Penalty: 5513.104492
	Iteration 11Q: 3 clusters Score -1.039004e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -10390528.000000 Penalty: 5513.104492
	Iteration 12Q: 3 clusters Score -1.039053e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -10390940.000000 Penalty: 5513.104492
	Iteration 13Q: 3 clusters Score -1.039094e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -10391309.000000 Penalty: 5513.104492
	Iteration 14Q: 3 clusters Score -1.039131e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -10391691.000000 Penalty: 5513.104492
	Iteration 15Q: 3 clusters Score -1.039169e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -10391979.000000 Penalty: 5513.104492
	Iteration 16Q: 3 clusters Score -1.039198e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -10392196.000000 Penalty: 5513.104492
	Iteration 17Q: 3 clusters Score -1.03922e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -10392343.000000 Penalty: 5513.104492
	Iteration 18Q: 3 clusters Score -1.039234e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -10392550.000000 Penalty: 5513.104492
	Iteration 19Q: 3 clusters Score -1.039255e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -10392723.000000 Penalty: 5513.104492
	Iteration 20F: 3 clusters Score -1.039272e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -10392917.000000 Penalty: 5513.104492
	Iteration 21Q: 3 clusters Score -1.039292e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -10393052.000000 Penalty: 5513.104492
	Iteration 22Q: 3 clusters Score -1.039305e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -10393169.000000 Penalty: 5513.104492
	Iteration 23Q: 3 clusters Score -1.039317e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -10393316.000000 Penalty: 5513.104492
	Iteration 24Q: 3 clusters Score -1.039332e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -10393375.000000 Penalty: 5513.104492
	Iteration 25Q: 3 clusters Score -1.039338e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -10393456.000000 Penalty: 5513.104492
	Iteration 26Q: 3 clusters Score -1.039346e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -10393535.000000 Penalty: 5513.104492
	Iteration 27Q: 3 clusters Score -1.039354e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -10393625.000000 Penalty: 5513.104492
	Iteration 28Q: 3 clusters Score -1.039362e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -10393709.000000 Penalty: 5513.104492
	Iteration 29Q: 3 clusters Score -1.039371e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10393779.000000 Penalty: 5513.104492
	Iteration 30Q: 3 clusters Score -1.039378e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -10393860.000000 Penalty: 5513.104492
	Iteration 31Q: 3 clusters Score -1.039386e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10393897.000000 Penalty: 5513.104492
	Iteration 32Q: 3 clusters Score -1.03939e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10393922.000000 Penalty: 5513.104492
	Iteration 33Q: 3 clusters Score -1.039392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10393951.000000 Penalty: 5513.104492
	Iteration 34Q: 3 clusters Score -1.039395e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10393971.000000 Penalty: 5513.104492
	Iteration 35Q: 3 clusters Score -1.039397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10394007.000000 Penalty: 5513.104492
	Iteration 36Q: 3 clusters Score -1.039401e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10394034.000000 Penalty: 5513.104492
	Iteration 37Q: 3 clusters Score -1.039403e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10394070.000000 Penalty: 5513.104492
	Iteration 38Q: 3 clusters Score -1.039407e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10394095.000000 Penalty: 5513.104492
	Iteration 39Q: 3 clusters Score -1.03941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10394106.000000 Penalty: 5513.104492
	Iteration 40F: 3 clusters Score -1.039411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10394117.000000 Penalty: 5513.104492
	Iteration 41Q: 3 clusters Score -1.039412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10394138.000000 Penalty: 5513.104492
	Iteration 42Q: 3 clusters Score -1.039414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10394143.000000 Penalty: 5513.104492
	Iteration 43Q: 3 clusters Score -1.039414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10394153.000000 Penalty: 5513.104492
	Iteration 44Q: 3 clusters Score -1.039415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10394165.000000 Penalty: 5513.104492
	Iteration 45Q: 3 clusters Score -1.039416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10394169.000000 Penalty: 5513.104492
	Iteration 46Q: 3 clusters Score -1.039417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10394163.000000 Penalty: 5513.104492
	Iteration 47Q: 3 clusters Score -1.039416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10394166.000000 Penalty: 5513.104492
	Iteration 48Q: 3 clusters Score -1.039417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10394173.000000 Penalty: 5513.104492
	Iteration 49Q: 3 clusters Score -1.039417e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10394170.000000 Penalty: 5513.104492
	Iteration 50Q: 3 clusters Score -1.039417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10394177.000000 Penalty: 5513.104492
	Iteration 51Q: 3 clusters Score -1.039418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10394173.000000 Penalty: 5513.104492
	Iteration 52Q: 3 clusters Score -1.039417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10394183.000000 Penalty: 5513.104492
	Iteration 53Q: 3 clusters Score -1.039418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10394209.000000 Penalty: 5513.104492
	Iteration 54Q: 3 clusters Score -1.039421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10394216.000000 Penalty: 5513.104492
	Iteration 55Q: 3 clusters Score -1.039422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10394205.000000 Penalty: 5513.104492
	Iteration 56Q: 3 clusters Score -1.03942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10394204.000000 Penalty: 5513.104492
	Iteration 57Q: 3 clusters Score -1.03942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10394208.000000 Penalty: 5513.104492
	Iteration 58Q: 3 clusters Score -1.039421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10394223.000000 Penalty: 5513.104492
	Iteration 59Q: 3 clusters Score -1.039422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10394209.000000 Penalty: 5513.104492
	Iteration 60F: 3 clusters Score -1.039421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10394227.000000 Penalty: 5513.104492
	Iteration 61Q: 3 clusters Score -1.039423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10394218.000000 Penalty: 5513.104492
	Iteration 62Q: 3 clusters Score -1.039422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10394220.000000 Penalty: 5513.104492
	Iteration 63Q: 3 clusters Score -1.039422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10394230.000000 Penalty: 5513.104492
	Iteration 64Q: 3 clusters Score -1.039423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10394226.000000 Penalty: 5513.104492
	Iteration 65Q: 3 clusters Score -1.039423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10394227.000000 Penalty: 5513.104492
	Iteration 66Q: 3 clusters Score -1.039423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10394236.000000 Penalty: 5513.104492
	Iteration 67Q: 3 clusters Score -1.039424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10394233.000000 Penalty: 5513.104492
	Iteration 68Q: 3 clusters Score -1.039423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10394244.000000 Penalty: 5513.104492
	Iteration 69Q: 3 clusters Score -1.039424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10394249.000000 Penalty: 5513.104492
	Iteration 70Q: 3 clusters Score -1.039425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10394243.000000 Penalty: 5513.104492
	Iteration 71Q: 3 clusters Score -1.039424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10394243.000000 Penalty: 5513.104492
	Iteration 72F: 3 clusters Score -1.039424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Entering Unmasked Estep 
Score: -3155097.750000 Penalty: 2477.414307
	Iteration 0F: 2 clusters Score -3155098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3139817.250000 Penalty: 4954.828613
	Iteration 0F: 3 clusters Score -3139817 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3145089.500000 Penalty: 4954.828613
	Iteration 1F: 3 clusters Score -3145090 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3145508.250000 Penalty: 4954.828613
	Iteration 2F: 3 clusters Score -3145508 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3145846.250000 Penalty: 4954.828613
	Iteration 3Q: 3 clusters Score -3145846 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3146104.500000 Penalty: 4954.828613
	Iteration 4Q: 3 clusters Score -3146104 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3146278.750000 Penalty: 4954.828613
	Iteration 5Q: 3 clusters Score -3146279 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3146453.000000 Penalty: 4954.828613
	Iteration 6Q: 3 clusters Score -3146453 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3146640.000000 Penalty: 4954.828613
	Iteration 7Q: 3 clusters Score -3146640 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3146828.250000 Penalty: 4954.828613
	Iteration 8Q: 3 clusters Score -3146828 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3147083.250000 Penalty: 4954.828613
	Iteration 9Q: 3 clusters Score -3147083 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3147423.000000 Penalty: 4954.828613
	Iteration 10Q: 3 clusters Score -3147423 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3147842.250000 Penalty: 4954.828613
	Iteration 11Q: 3 clusters Score -3147842 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3148406.250000 Penalty: 4954.828613
	Iteration 12Q: 3 clusters Score -3148406 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3149196.000000 Penalty: 4954.828613
	Iteration 13F: 3 clusters Score -3149196 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3150144.750000 Penalty: 4954.828613
	Iteration 14F: 3 clusters Score -3150145 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3151103.000000 Penalty: 4954.828613
	Iteration 15F: 3 clusters Score -3151103 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3151982.500000 Penalty: 4954.828613
	Iteration 16Q: 3 clusters Score -3151982 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3152568.750000 Penalty: 4954.828613
	Iteration 17Q: 3 clusters Score -3152569 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3152918.500000 Penalty: 4954.828613
	Iteration 18Q: 3 clusters Score -3152918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3153105.250000 Penalty: 4954.828613
	Iteration 19Q: 3 clusters Score -3153105 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3153217.500000 Penalty: 4954.828613
	Iteration 20F: 3 clusters Score -3153218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3153281.750000 Penalty: 4954.828613
	Iteration 21Q: 3 clusters Score -3153282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3153309.250000 Penalty: 4954.828613
	Iteration 22Q: 3 clusters Score -3153309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3153334.250000 Penalty: 4954.828613
	Iteration 23Q: 3 clusters Score -3153334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3153352.250000 Penalty: 4954.828613
	Iteration 24Q: 3 clusters Score -3153352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3153379.000000 Penalty: 4954.828613
	Iteration 25Q: 3 clusters Score -3153379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3153390.750000 Penalty: 4954.828613
	Iteration 26Q: 3 clusters Score -3153391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3153398.000000 Penalty: 4954.828613
	Iteration 27Q: 3 clusters Score -3153398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3153403.500000 Penalty: 4954.828613
	Iteration 28Q: 3 clusters Score -3153404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3153411.750000 Penalty: 4954.828613
	Iteration 29Q: 3 clusters Score -3153412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3153413.000000 Penalty: 4954.828613
	Iteration 30Q: 3 clusters Score -3153413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3153415.000000 Penalty: 4954.828613
	Iteration 31Q: 3 clusters Score -3153415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3153423.000000 Penalty: 4954.828613
	Iteration 32Q: 3 clusters Score -3153423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3153427.000000 Penalty: 4954.828613
	Iteration 33Q: 3 clusters Score -3153427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3153426.500000 Penalty: 4954.828613
	Iteration 34Q: 3 clusters Score -3153426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3153431.250000 Penalty: 4954.828613
	Iteration 35Q: 3 clusters Score -3153431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3153436.000000 Penalty: 4954.828613
	Iteration 36Q: 3 clusters Score -3153436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3153435.750000 Penalty: 4954.828613
	Iteration 37Q: 3 clusters Score -3153436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3153442.250000 Penalty: 4954.828613
	Iteration 38Q: 3 clusters Score -3153442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3153442.250000 Penalty: 4954.828613
	Iteration 39F: 3 clusters Score -3153442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -314744.562500 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -314744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -312099.750000 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -312099.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -312554.781250 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -312554.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -312661.625000 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -312661.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -312720.125000 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -312720.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -312751.187500 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -312751.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -312767.562500 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -312767.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -312782.781250 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -312782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -312792.750000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -312792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -312798.156250 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -312798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312804.625000 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -312804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -312809.031250 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -312809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -312813.312500 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -312813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -312817.125000 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -312817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -312820.343750 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -312820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312821.437500 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -312821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -312821.750000 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -312821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -312821.750000 Penalty: 3779.383301
	Iteration 16F: 3 clusters Score -312821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 107 members 
Entering Unmasked Estep 
Score: -27977.232422 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27977.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28134.199219 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28224.250000 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28224.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28289.560547 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28289.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28332.335938 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28332.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28371.146484 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -28371.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28387.968750 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -28387.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28395.751953 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -28395.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28395.751953 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -28395.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (107835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Entering Unmasked Estep 
Score: -16716344.000000 Penalty: 2873.912842
	Iteration 0F: 2 clusters Score -1.671634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -16650627.000000 Penalty: 5747.825684
	Iteration 0F: 3 clusters Score -1.665063e+07 nChanged 51108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -16679899.000000 Penalty: 5747.825684
	Iteration 1F: 3 clusters Score -1.66799e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -16680582.000000 Penalty: 5747.825684
	Iteration 2Q: 3 clusters Score -1.668058e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -16681264.000000 Penalty: 5747.825684
	Iteration 3Q: 3 clusters Score -1.668126e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -16681997.000000 Penalty: 5747.825684
	Iteration 4Q: 3 clusters Score -1.6682e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -16682935.000000 Penalty: 5747.825684
	Iteration 5Q: 3 clusters Score -1.668294e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -16684347.000000 Penalty: 5747.825684
	Iteration 6Q: 3 clusters Score -1.668435e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -16686627.000000 Penalty: 5747.825684
	Iteration 7Q: 3 clusters Score -1.668663e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -16689854.000000 Penalty: 5747.825684
	Iteration 8F: 3 clusters Score -1.668985e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -16694765.000000 Penalty: 5747.825684
	Iteration 9F: 3 clusters Score -1.669476e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -16700275.000000 Penalty: 5747.825684
	Iteration 10F: 3 clusters Score -1.670028e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -16705351.000000 Penalty: 5747.825684
	Iteration 11F: 3 clusters Score -1.670535e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -16709338.000000 Penalty: 5747.825684
	Iteration 12Q: 3 clusters Score -1.670934e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -16711842.000000 Penalty: 5747.825684
	Iteration 13Q: 3 clusters Score -1.671184e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -16713259.000000 Penalty: 5747.825684
	Iteration 14Q: 3 clusters Score -1.671326e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -16713956.000000 Penalty: 5747.825684
	Iteration 15Q: 3 clusters Score -1.671396e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -16714385.000000 Penalty: 5747.825684
	Iteration 16Q: 3 clusters Score -1.671438e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -16714649.000000 Penalty: 5747.825684
	Iteration 17Q: 3 clusters Score -1.671465e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -16714817.000000 Penalty: 5747.825684
	Iteration 18Q: 3 clusters Score -1.671482e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -16714925.000000 Penalty: 5747.825684
	Iteration 19Q: 3 clusters Score -1.671492e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -16714951.000000 Penalty: 5747.825684
	Iteration 20F: 3 clusters Score -1.671495e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -16714979.000000 Penalty: 5747.825684
	Iteration 21Q: 3 clusters Score -1.671498e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -16715036.000000 Penalty: 5747.825684
	Iteration 22Q: 3 clusters Score -1.671504e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -16715025.000000 Penalty: 5747.825684
	Iteration 23Q: 3 clusters Score -1.671502e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -16715040.000000 Penalty: 5747.825684
	Iteration 24Q: 3 clusters Score -1.671504e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -16715061.000000 Penalty: 5747.825684
	Iteration 25Q: 3 clusters Score -1.671506e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -16715039.000000 Penalty: 5747.825684
	Iteration 26Q: 3 clusters Score -1.671504e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -16715033.000000 Penalty: 5747.825684
	Iteration 27Q: 3 clusters Score -1.671503e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -16715004.000000 Penalty: 5747.825684
	Iteration 28Q: 3 clusters Score -1.6715e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -16715034.000000 Penalty: 5747.825684
	Iteration 29Q: 3 clusters Score -1.671503e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -16715059.000000 Penalty: 5747.825684
	Iteration 30Q: 3 clusters Score -1.671506e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -16715091.000000 Penalty: 5747.825684
	Iteration 31Q: 3 clusters Score -1.671509e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -16715109.000000 Penalty: 5747.825684
	Iteration 32Q: 3 clusters Score -1.671511e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -16715107.000000 Penalty: 5747.825684
	Iteration 33Q: 3 clusters Score -1.671511e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
Score: -16715115.000000 Penalty: 5747.825684
	Iteration 34Q: 3 clusters Score -1.671512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -16715130.000000 Penalty: 5747.825684
	Iteration 35Q: 3 clusters Score -1.671513e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -16715106.000000 Penalty: 5747.825684
	Iteration 36Q: 3 clusters Score -1.671511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -16715106.000000 Penalty: 5747.825684
	Iteration 37Q: 3 clusters Score -1.671511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -16715110.000000 Penalty: 5747.825684
	Iteration 38Q: 3 clusters Score -1.671511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -16715119.000000 Penalty: 5747.825684
	Iteration 39Q: 3 clusters Score -1.671512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -16715104.000000 Penalty: 5747.825684
	Iteration 40F: 3 clusters Score -1.67151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -16715118.000000 Penalty: 5747.825684
	Iteration 41Q: 3 clusters Score -1.671512e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -16715119.000000 Penalty: 5747.825684
	Iteration 42Q: 3 clusters Score -1.671512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -16715117.000000 Penalty: 5747.825684
	Iteration 43Q: 3 clusters Score -1.671512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -16715102.000000 Penalty: 5747.825684
	Iteration 44Q: 3 clusters Score -1.67151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -16715109.000000 Penalty: 5747.825684
	Iteration 45Q: 3 clusters Score -1.671511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -16715119.000000 Penalty: 5747.825684
	Iteration 46Q: 3 clusters Score -1.671512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -16715118.000000 Penalty: 5747.825684
	Iteration 47Q: 3 clusters Score -1.671512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -16715113.000000 Penalty: 5747.825684
	Iteration 48Q: 3 clusters Score -1.671511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -16715107.000000 Penalty: 5747.825684
	Iteration 49Q: 3 clusters Score -1.671511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -16715104.000000 Penalty: 5747.825684
	Iteration 50Q: 3 clusters Score -1.67151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -16715117.000000 Penalty: 5747.825684
	Iteration 51Q: 3 clusters Score -1.671512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -16715109.000000 Penalty: 5747.825684
	Iteration 52Q: 3 clusters Score -1.671511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -16715098.000000 Penalty: 5747.825684
	Iteration 53Q: 3 clusters Score -1.67151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -16715098.000000 Penalty: 5747.825684
	Iteration 54Q: 3 clusters Score -1.67151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -16715126.000000 Penalty: 5747.825684
	Iteration 55Q: 3 clusters Score -1.671513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -16715129.000000 Penalty: 5747.825684
	Iteration 56Q: 3 clusters Score -1.671513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -16715106.000000 Penalty: 5747.825684
	Iteration 57Q: 3 clusters Score -1.671511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -16715138.000000 Penalty: 5747.825684
	Iteration 58Q: 3 clusters Score -1.671514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -16715130.000000 Penalty: 5747.825684
	Iteration 59Q: 3 clusters Score -1.671513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -16715124.000000 Penalty: 5747.825684
	Iteration 60F: 3 clusters Score -1.671512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -16715126.000000 Penalty: 5747.825684
	Iteration 61Q: 3 clusters Score -1.671513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -16715132.000000 Penalty: 5747.825684
	Iteration 62Q: 3 clusters Score -1.671513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -16715132.000000 Penalty: 5747.825684
	Iteration 63Q: 3 clusters Score -1.671513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -16715138.000000 Penalty: 5747.825684
	Iteration 64Q: 3 clusters Score -1.671514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -16715130.000000 Penalty: 5747.825684
	Iteration 65Q: 3 clusters Score -1.671513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -16715127.000000 Penalty: 5747.825684
	Iteration 66Q: 3 clusters Score -1.671513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -16715122.000000 Penalty: 5747.825684
	Iteration 67Q: 3 clusters Score -1.671512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -16715127.000000 Penalty: 5747.825684
	Iteration 68Q: 3 clusters Score -1.671513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -16715136.000000 Penalty: 5747.825684
	Iteration 69Q: 3 clusters Score -1.671514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -16715133.000000 Penalty: 5747.825684
	Iteration 70Q: 3 clusters Score -1.671513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 102887 members 
Entering Unmasked Estep 
Score: -16715129.000000 Penalty: 5747.825684
	Iteration 71Q: 3 clusters Score -1.671513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -16715129.000000 Penalty: 5747.825684
	Iteration 72Q: 3 clusters Score -1.671513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -16715131.000000 Penalty: 5747.825684
	Iteration 73Q: 3 clusters Score -1.671513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -16715118.000000 Penalty: 5747.825684
	Iteration 74Q: 3 clusters Score -1.671512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -16715120.000000 Penalty: 5747.825684
	Iteration 75Q: 3 clusters Score -1.671512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -16715120.000000 Penalty: 5747.825684
	Iteration 76F: 3 clusters Score -1.671512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -365953.687500 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -365953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362884.531250 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -362884.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -363878.468750 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -363878.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -364257.656250 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -364257.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -364488.562500 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -364488.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -364661.937500 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -364661.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -364774.093750 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -364774.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -364866.781250 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -364866.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -364923.093750 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -364923.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -364956.125000 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -364956.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -364973.062500 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -364973.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -364997.687500 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -364997.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -365028.812500 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -365028.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -365068.093750 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -365068.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -365101.093750 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -365101.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -365135.406250 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -365135.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -365165.906250 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -365165.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -365184.468750 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -365184.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -365192.468750 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -365192.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -365203.562500 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -365203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -365213.062500 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -365213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -365221.375000 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -365221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -365228.031250 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -365228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -365235.281250 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -365235.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -365242.625000 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -365242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -365248.781250 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -365248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -365252.718750 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -365252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -365256.250000 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -365256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -365260.031250 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -365260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -365262.531250 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -365262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -365265.718750 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -365265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -365265.593750 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -365265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -365265.593750 Penalty: 3945.890869
	Iteration 31F: 3 clusters Score -365265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 77 members 
Entering Unmasked Estep 
Score: -17370.970703 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17370.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17410.109375 Penalty: 2495.097168
	Iteration 1Q: 3 clusters Score -17410.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17447.742188 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17447.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17463.175781 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -17463.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17470.355469 Penalty: 2495.097168
	Iteration 4Q: 3 clusters Score -17470.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17479.738281 Penalty: 2495.097168
	Iteration 5Q: 3 clusters Score -17479.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17498.615234 Penalty: 2495.097168
	Iteration 6Q: 3 clusters Score -17498.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17498.615234 Penalty: 2495.097168
	Iteration 7F: 3 clusters Score -17498.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -886948.750000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -886948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -881801.062500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -881801.1 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -883127.750000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -883127.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -883381.375000 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -883381.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -883537.500000 Penalty: 4310.475098
	Iteration 3Q: 3 clusters Score -883537.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -883653.312500 Penalty: 4310.475098
	Iteration 4Q: 3 clusters Score -883653.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -883758.187500 Penalty: 4310.475098
	Iteration 5Q: 3 clusters Score -883758.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -883856.375000 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -883856.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -883943.000000 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -883943 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -884035.312500 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -884035.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -884123.562500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -884123.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -884197.375000 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -884197.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -884264.312500 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -884264.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -884351.437500 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -884351.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -884451.125000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -884451.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -884543.250000 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -884543.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -884626.500000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -884626.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -884700.437500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -884700.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -884780.812500 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -884780.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -884861.062500 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -884861.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -884918.000000 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -884918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -884952.500000 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -884952.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -884989.250000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -884989.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -885020.375000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -885020.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -885045.062500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -885045.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -885067.562500 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -885067.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -885083.312500 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -885083.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -885093.750000 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -885093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -885104.062500 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -885104.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -885117.187500 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -885117.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -885127.125000 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -885127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -885133.812500 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -885133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -885138.625000 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -885138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -885141.312500 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -885141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -885147.000000 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -885147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -885151.250000 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -885151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -885154.250000 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -885154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -885162.437500 Penalty: 4310.475098
	Iteration 36Q: 3 clusters Score -885162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -885167.250000 Penalty: 4310.475098
	Iteration 37Q: 3 clusters Score -885167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -885172.500000 Penalty: 4310.475098
	Iteration 38Q: 3 clusters Score -885172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -885176.062500 Penalty: 4310.475098
	Iteration 39Q: 3 clusters Score -885176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -885181.125000 Penalty: 4310.475098
	Iteration 40F: 3 clusters Score -885181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -885182.375000 Penalty: 4310.475098
	Iteration 41Q: 3 clusters Score -885182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -885183.000000 Penalty: 4310.475098
	Iteration 42Q: 3 clusters Score -885183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -885185.250000 Penalty: 4310.475098
	Iteration 43Q: 3 clusters Score -885185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -885185.937500 Penalty: 4310.475098
	Iteration 44Q: 3 clusters Score -885185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -885186.750000 Penalty: 4310.475098
	Iteration 45Q: 3 clusters Score -885186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -885186.750000 Penalty: 4310.475098
	Iteration 46F: 3 clusters Score -885186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 99040 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 71644 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36811 members 
Mstep: Class 10 contains 122786 members 
Mstep: Class 11 contains 114128 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19948 members 
Mstep: Class 17 contains 98085 members 
Mstep: Class 18 contains 47842 members 
Mstep: Class 19 contains 51576 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67180 members 
Mstep: Class 22 contains 21798 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107835 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783008.000000 Penalty: 91921.562500
Iteration 159Q: 28 clusters Score -1.37783e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 10997 members 
Mstep: Class 5 contains 99169 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 71116 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36720 members 
Mstep: Class 10 contains 122589 members 
Mstep: Class 11 contains 114165 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19945 members 
Mstep: Class 17 contains 98816 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 51551 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67063 members 
Mstep: Class 22 contains 21796 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107879 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782832.000000 Penalty: 91921.562500
Iteration 160F: 28 clusters Score -1.377828e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5972 members 
Mstep: Class 3 contains 11235 members 
Mstep: Class 4 contains 11036 members 
Mstep: Class 5 contains 99353 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 70605 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36641 members 
Mstep: Class 10 contains 122500 members 
Mstep: Class 11 contains 114184 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19935 members 
Mstep: Class 17 contains 99287 members 
Mstep: Class 18 contains 47851 members 
Mstep: Class 19 contains 51518 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66972 members 
Mstep: Class 22 contains 21793 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 107967 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782352.000000 Penalty: 91921.562500
Iteration 161Q: 28 clusters Score -1.377824e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 99583 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 70146 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36592 members 
Mstep: Class 10 contains 122424 members 
Mstep: Class 11 contains 114193 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19920 members 
Mstep: Class 17 contains 99556 members 
Mstep: Class 18 contains 47879 members 
Mstep: Class 19 contains 51467 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66908 members 
Mstep: Class 22 contains 21790 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108123 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782256.000000 Penalty: 91921.562500
Iteration 162Q: 28 clusters Score -1.377823e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 11241 members 
Mstep: Class 4 contains 11073 members 
Mstep: Class 5 contains 99846 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 69699 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36539 members 
Mstep: Class 10 contains 122351 members 
Mstep: Class 11 contains 114256 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 99692 members 
Mstep: Class 18 contains 47891 members 
Mstep: Class 19 contains 51434 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66860 members 
Mstep: Class 22 contains 21797 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108277 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781792.000000 Penalty: 91921.562500
Iteration 163Q: 28 clusters Score -1.377818e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5956 members 
Mstep: Class 3 contains 11243 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 100151 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 69333 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 122247 members 
Mstep: Class 11 contains 114328 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 99655 members 
Mstep: Class 18 contains 47904 members 
Mstep: Class 19 contains 51393 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66836 members 
Mstep: Class 22 contains 21807 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108481 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781568.000000 Penalty: 91921.562500
Iteration 164Q: 28 clusters Score -1.377816e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 100456 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68995 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36420 members 
Mstep: Class 10 contains 122148 members 
Mstep: Class 11 contains 114393 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19909 members 
Mstep: Class 17 contains 99611 members 
Mstep: Class 18 contains 47916 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66838 members 
Mstep: Class 22 contains 21804 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108662 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781040.000000 Penalty: 91921.562500
Iteration 165Q: 28 clusters Score -1.37781e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 11167 members 
Mstep: Class 5 contains 100731 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68707 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36358 members 
Mstep: Class 10 contains 122068 members 
Mstep: Class 11 contains 114414 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19914 members 
Mstep: Class 17 contains 99553 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51341 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66813 members 
Mstep: Class 22 contains 21801 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108843 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780832.000000 Penalty: 91921.562500
Iteration 166Q: 28 clusters Score -1.377808e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 11206 members 
Mstep: Class 5 contains 100964 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68486 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36316 members 
Mstep: Class 10 contains 122044 members 
Mstep: Class 11 contains 114425 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19914 members 
Mstep: Class 17 contains 99456 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51315 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66803 members 
Mstep: Class 22 contains 21801 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 108991 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780336.000000 Penalty: 91921.562500
Iteration 167Q: 28 clusters Score -1.377803e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5928 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 101190 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68270 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36276 members 
Mstep: Class 10 contains 122004 members 
Mstep: Class 11 contains 114452 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19919 members 
Mstep: Class 17 contains 99326 members 
Mstep: Class 18 contains 47915 members 
Mstep: Class 19 contains 51302 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66812 members 
Mstep: Class 22 contains 21801 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109139 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779984.000000 Penalty: 91921.562500
Iteration 168Q: 28 clusters Score -1.3778e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 11242 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 101356 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68087 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36244 members 
Mstep: Class 10 contains 122001 members 
Mstep: Class 11 contains 114431 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 99247 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 51295 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66797 members 
Mstep: Class 22 contains 21810 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109257 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779632.000000 Penalty: 91921.562500
Iteration 169Q: 28 clusters Score -1.377796e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 11354 members 
Mstep: Class 5 contains 101515 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67942 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36202 members 
Mstep: Class 10 contains 122019 members 
Mstep: Class 11 contains 114351 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 99174 members 
Mstep: Class 18 contains 47920 members 
Mstep: Class 19 contains 51286 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66790 members 
Mstep: Class 22 contains 21814 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109380 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779456.000000 Penalty: 91921.562500
Iteration 170Q: 28 clusters Score -1.377795e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 11400 members 
Mstep: Class 5 contains 101663 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67822 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36155 members 
Mstep: Class 10 contains 122019 members 
Mstep: Class 11 contains 114258 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 99134 members 
Mstep: Class 18 contains 47930 members 
Mstep: Class 19 contains 51283 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66805 members 
Mstep: Class 22 contains 21819 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109469 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779312.000000 Penalty: 91921.562500
Iteration 171Q: 28 clusters Score -1.377793e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 11464 members 
Mstep: Class 5 contains 101772 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67704 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36114 members 
Mstep: Class 10 contains 122042 members 
Mstep: Class 11 contains 114157 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 99073 members 
Mstep: Class 18 contains 47924 members 
Mstep: Class 19 contains 51280 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66819 members 
Mstep: Class 22 contains 21820 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109599 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 91921.562500
Iteration 172Q: 28 clusters Score -1.377792e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 11528 members 
Mstep: Class 5 contains 101859 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67607 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36068 members 
Mstep: Class 10 contains 122087 members 
Mstep: Class 11 contains 114070 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 99057 members 
Mstep: Class 18 contains 47925 members 
Mstep: Class 19 contains 51266 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66830 members 
Mstep: Class 22 contains 21830 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109647 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 91921.562500
Iteration 173Q: 28 clusters Score -1.377791e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 101919 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67519 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36030 members 
Mstep: Class 10 contains 122149 members 
Mstep: Class 11 contains 113983 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19898 members 
Mstep: Class 17 contains 99070 members 
Mstep: Class 18 contains 47920 members 
Mstep: Class 19 contains 51256 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66849 members 
Mstep: Class 22 contains 21830 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109671 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 91921.562500
Iteration 174Q: 28 clusters Score -1.377788e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 11644 members 
Mstep: Class 5 contains 101965 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67436 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36004 members 
Mstep: Class 10 contains 122201 members 
Mstep: Class 11 contains 113877 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 99089 members 
Mstep: Class 18 contains 47915 members 
Mstep: Class 19 contains 51233 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66894 members 
Mstep: Class 22 contains 21833 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109687 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 91921.562500
Iteration 175Q: 28 clusters Score -1.377788e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5886 members 
Mstep: Class 3 contains 11252 members 
Mstep: Class 4 contains 11722 members 
Mstep: Class 5 contains 101985 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67355 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35978 members 
Mstep: Class 10 contains 122226 members 
Mstep: Class 11 contains 113789 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 99121 members 
Mstep: Class 18 contains 47915 members 
Mstep: Class 19 contains 51218 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66923 members 
Mstep: Class 22 contains 21828 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109716 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778704.000000 Penalty: 91921.562500
Iteration 176Q: 28 clusters Score -1.377787e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 101990 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67298 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35963 members 
Mstep: Class 10 contains 122240 members 
Mstep: Class 11 contains 113723 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 99132 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 19 contains 51208 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66949 members 
Mstep: Class 22 contains 21831 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109739 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 91921.562500
Iteration 177Q: 28 clusters Score -1.377786e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 11857 members 
Mstep: Class 5 contains 101971 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67244 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35957 members 
Mstep: Class 10 contains 122256 members 
Mstep: Class 11 contains 113640 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19882 members 
Mstep: Class 17 contains 99198 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 51204 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 66971 members 
Mstep: Class 22 contains 21831 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109754 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778496.000000 Penalty: 91921.562500
Iteration 178Q: 28 clusters Score -1.377785e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 101961 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67178 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35938 members 
Mstep: Class 10 contains 122296 members 
Mstep: Class 11 contains 113552 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19882 members 
Mstep: Class 17 contains 99254 members 
Mstep: Class 18 contains 47915 members 
Mstep: Class 19 contains 51199 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 67003 members 
Mstep: Class 22 contains 21829 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109763 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778496.000000 Penalty: 91921.562500
Iteration 179Q: 28 clusters Score -1.377785e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5855 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 101972 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67115 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35922 members 
Mstep: Class 10 contains 122305 members 
Mstep: Class 11 contains 113480 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99327 members 
Mstep: Class 18 contains 47912 members 
Mstep: Class 19 contains 51202 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 67019 members 
Mstep: Class 22 contains 21835 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109771 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 91921.562500
Iteration 180F: 28 clusters Score -1.377785e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 101983 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67064 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35908 members 
Mstep: Class 10 contains 122292 members 
Mstep: Class 11 contains 113426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19877 members 
Mstep: Class 17 contains 99384 members 
Mstep: Class 18 contains 47909 members 
Mstep: Class 19 contains 51204 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 67041 members 
Mstep: Class 22 contains 21841 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109762 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 91921.562500
Iteration 181Q: 28 clusters Score -1.377785e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 101972 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67010 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35890 members 
Mstep: Class 10 contains 122275 members 
Mstep: Class 11 contains 113399 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99447 members 
Mstep: Class 18 contains 47908 members 
Mstep: Class 19 contains 51204 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 67062 members 
Mstep: Class 22 contains 21851 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109751 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 91921.562500
Iteration 182Q: 28 clusters Score -1.377785e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5833 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 101973 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66975 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35883 members 
Mstep: Class 10 contains 122214 members 
Mstep: Class 11 contains 113354 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 99507 members 
Mstep: Class 18 contains 47907 members 
Mstep: Class 19 contains 51196 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 67097 members 
Mstep: Class 22 contains 21863 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778384.000000 Penalty: 91921.562500
Iteration 183Q: 28 clusters Score -1.377784e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 101997 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66947 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35872 members 
Mstep: Class 10 contains 122170 members 
Mstep: Class 11 contains 113281 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 99544 members 
Mstep: Class 18 contains 47910 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67122 members 
Mstep: Class 22 contains 21863 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109706 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 91921.562500
Iteration 184Q: 28 clusters Score -1.377785e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 12299 members 
Mstep: Class 5 contains 102013 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66917 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35867 members 
Mstep: Class 10 contains 122131 members 
Mstep: Class 11 contains 113201 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99575 members 
Mstep: Class 18 contains 47903 members 
Mstep: Class 19 contains 51216 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67148 members 
Mstep: Class 22 contains 21869 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109696 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778528.000000 Penalty: 91921.562500
Iteration 185Q: 28 clusters Score -1.377785e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 102035 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66883 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35861 members 
Mstep: Class 10 contains 122095 members 
Mstep: Class 11 contains 113093 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99614 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 51230 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67194 members 
Mstep: Class 22 contains 21865 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109690 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 91921.562500
Iteration 186Q: 28 clusters Score -1.377788e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 102053 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66855 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35853 members 
Mstep: Class 10 contains 122048 members 
Mstep: Class 11 contains 112994 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99647 members 
Mstep: Class 18 contains 47894 members 
Mstep: Class 19 contains 51252 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67215 members 
Mstep: Class 22 contains 21864 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109692 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778560.000000 Penalty: 91921.562500
Iteration 187Q: 28 clusters Score -1.377786e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5816 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 102069 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66822 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35849 members 
Mstep: Class 10 contains 122013 members 
Mstep: Class 11 contains 112888 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99648 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 51260 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67236 members 
Mstep: Class 22 contains 21866 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109713 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 91921.562500
Iteration 188Q: 28 clusters Score -1.377783e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5811 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 12695 members 
Mstep: Class 5 contains 102076 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66792 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35840 members 
Mstep: Class 10 contains 121989 members 
Mstep: Class 11 contains 112743 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99675 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 51268 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67249 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109744 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778208.000000 Penalty: 91921.562500
Iteration 189Q: 28 clusters Score -1.377782e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 12810 members 
Mstep: Class 5 contains 102091 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66759 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35836 members 
Mstep: Class 10 contains 121975 members 
Mstep: Class 11 contains 112637 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99654 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 51269 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67250 members 
Mstep: Class 22 contains 21873 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109791 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778112.000000 Penalty: 91921.562500
Iteration 190Q: 28 clusters Score -1.377781e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 12898 members 
Mstep: Class 5 contains 102103 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35829 members 
Mstep: Class 10 contains 121966 members 
Mstep: Class 11 contains 112551 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99620 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67271 members 
Mstep: Class 22 contains 21879 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109820 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 91921.562500
Iteration 191Q: 28 clusters Score -1.37778e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 12984 members 
Mstep: Class 5 contains 102109 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66703 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35815 members 
Mstep: Class 10 contains 121960 members 
Mstep: Class 11 contains 112475 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99600 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 51264 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67311 members 
Mstep: Class 22 contains 21888 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109848 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777984.000000 Penalty: 91921.562500
Iteration 192Q: 28 clusters Score -1.37778e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 102122 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66674 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35804 members 
Mstep: Class 10 contains 121927 members 
Mstep: Class 11 contains 112381 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19876 members 
Mstep: Class 17 contains 99594 members 
Mstep: Class 18 contains 47904 members 
Mstep: Class 19 contains 51253 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67350 members 
Mstep: Class 22 contains 21888 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109876 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777952.000000 Penalty: 91921.562500
Iteration 193Q: 28 clusters Score -1.37778e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 102139 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66644 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35787 members 
Mstep: Class 10 contains 121880 members 
Mstep: Class 11 contains 112317 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99565 members 
Mstep: Class 18 contains 47906 members 
Mstep: Class 19 contains 51254 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67380 members 
Mstep: Class 22 contains 21890 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109900 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 91921.562500
Iteration 194Q: 28 clusters Score -1.377778e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5781 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 13305 members 
Mstep: Class 5 contains 102164 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66608 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35779 members 
Mstep: Class 10 contains 121804 members 
Mstep: Class 11 contains 112274 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19880 members 
Mstep: Class 17 contains 99552 members 
Mstep: Class 18 contains 47908 members 
Mstep: Class 19 contains 51264 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67399 members 
Mstep: Class 22 contains 21887 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109916 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777776.000000 Penalty: 91921.562500
Iteration 195Q: 28 clusters Score -1.377778e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5778 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 102184 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66582 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35782 members 
Mstep: Class 10 contains 121734 members 
Mstep: Class 11 contains 112219 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19881 members 
Mstep: Class 17 contains 99534 members 
Mstep: Class 18 contains 47912 members 
Mstep: Class 19 contains 51272 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67418 members 
Mstep: Class 22 contains 21887 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109921 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 91921.562500
Iteration 196Q: 28 clusters Score -1.377779e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 13515 members 
Mstep: Class 5 contains 102194 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66560 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35779 members 
Mstep: Class 10 contains 121694 members 
Mstep: Class 11 contains 112147 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19880 members 
Mstep: Class 17 contains 99525 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 51279 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67435 members 
Mstep: Class 22 contains 21888 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109934 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777808.000000 Penalty: 91921.562500
Iteration 197Q: 28 clusters Score -1.377778e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 13611 members 
Mstep: Class 5 contains 102192 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66536 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35776 members 
Mstep: Class 10 contains 121669 members 
Mstep: Class 11 contains 112068 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99546 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 19 contains 51291 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67448 members 
Mstep: Class 22 contains 21891 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109932 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777776.000000 Penalty: 91921.562500
Iteration 198Q: 28 clusters Score -1.377778e+08 nChanged 678
Entering ConstructFrom: 
Score: -137777776.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Entering Unmasked Estep 
Score: -1463021.875000 Penalty: 2288.588623
	Iteration 0F: 2 clusters Score -1463022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1455178.750000 Penalty: 4577.177246
	Iteration 0F: 3 clusters Score -1455179 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1457549.625000 Penalty: 4577.177246
	Iteration 1F: 3 clusters Score -1457550 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1457835.125000 Penalty: 4577.177246
	Iteration 2F: 3 clusters Score -1457835 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1458041.375000 Penalty: 4577.177246
	Iteration 3Q: 3 clusters Score -1458041 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1458200.375000 Penalty: 4577.177246
	Iteration 4Q: 3 clusters Score -1458200 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1458356.125000 Penalty: 4577.177246
	Iteration 5Q: 3 clusters Score -1458356 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1458511.125000 Penalty: 4577.177246
	Iteration 6Q: 3 clusters Score -1458511 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1458668.750000 Penalty: 4577.177246
	Iteration 7Q: 3 clusters Score -1458669 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1458845.125000 Penalty: 4577.177246
	Iteration 8Q: 3 clusters Score -1458845 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1459027.750000 Penalty: 4577.177246
	Iteration 9Q: 3 clusters Score -1459028 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1459230.125000 Penalty: 4577.177246
	Iteration 10Q: 3 clusters Score -1459230 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1459482.500000 Penalty: 4577.177246
	Iteration 11Q: 3 clusters Score -1459482 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1459755.125000 Penalty: 4577.177246
	Iteration 12Q: 3 clusters Score -1459755 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1460038.125000 Penalty: 4577.177246
	Iteration 13Q: 3 clusters Score -1460038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1460317.500000 Penalty: 4577.177246
	Iteration 14Q: 3 clusters Score -1460318 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1460519.000000 Penalty: 4577.177246
	Iteration 15Q: 3 clusters Score -1460519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1460659.625000 Penalty: 4577.177246
	Iteration 16Q: 3 clusters Score -1460660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1460752.750000 Penalty: 4577.177246
	Iteration 17Q: 3 clusters Score -1460753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1460808.250000 Penalty: 4577.177246
	Iteration 18Q: 3 clusters Score -1460808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1460854.125000 Penalty: 4577.177246
	Iteration 19Q: 3 clusters Score -1460854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1460873.625000 Penalty: 4577.177246
	Iteration 20F: 3 clusters Score -1460874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1460897.750000 Penalty: 4577.177246
	Iteration 21Q: 3 clusters Score -1460898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1460915.500000 Penalty: 4577.177246
	Iteration 22Q: 3 clusters Score -1460916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1460927.250000 Penalty: 4577.177246
	Iteration 23Q: 3 clusters Score -1460927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1460935.750000 Penalty: 4577.177246
	Iteration 24Q: 3 clusters Score -1460936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1460949.125000 Penalty: 4577.177246
	Iteration 25Q: 3 clusters Score -1460949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1460956.750000 Penalty: 4577.177246
	Iteration 26Q: 3 clusters Score -1460957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1460961.875000 Penalty: 4577.177246
	Iteration 27Q: 3 clusters Score -1460962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1460960.625000 Penalty: 4577.177246
	Iteration 28Q: 3 clusters Score -1460961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1460966.500000 Penalty: 4577.177246
	Iteration 29Q: 3 clusters Score -1460966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1460977.500000 Penalty: 4577.177246
	Iteration 30Q: 3 clusters Score -1460978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1460984.625000 Penalty: 4577.177246
	Iteration 31Q: 3 clusters Score -1460985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1460992.625000 Penalty: 4577.177246
	Iteration 32Q: 3 clusters Score -1460993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1460996.625000 Penalty: 4577.177246
	Iteration 33Q: 3 clusters Score -1460997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1461000.125000 Penalty: 4577.177246
	Iteration 34Q: 3 clusters Score -1461000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1461001.750000 Penalty: 4577.177246
	Iteration 35Q: 3 clusters Score -1461002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1461003.750000 Penalty: 4577.177246
	Iteration 36Q: 3 clusters Score -1461004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1461005.250000 Penalty: 4577.177246
	Iteration 37Q: 3 clusters Score -1461005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1461005.500000 Penalty: 4577.177246
	Iteration 38Q: 3 clusters Score -1461006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1461005.500000 Penalty: 4577.177246
	Iteration 39F: 3 clusters Score -1461006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Entering Unmasked Estep 
Score: -843238.187500 Penalty: 2147.140381
	Iteration 0F: 2 clusters Score -843238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -838149.500000 Penalty: 4294.280762
	Iteration 0F: 3 clusters Score -838149.5 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -839424.250000 Penalty: 4294.280762
	Iteration 1F: 3 clusters Score -839424.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -839780.937500 Penalty: 4294.280762
	Iteration 2F: 3 clusters Score -839780.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -840087.687500 Penalty: 4294.280762
	Iteration 3F: 3 clusters Score -840087.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -840347.750000 Penalty: 4294.280762
	Iteration 4F: 3 clusters Score -840347.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -840597.375000 Penalty: 4294.280762
	Iteration 5F: 3 clusters Score -840597.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -840884.000000 Penalty: 4294.280762
	Iteration 6F: 3 clusters Score -840884 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -841234.312500 Penalty: 4294.280762
	Iteration 7F: 3 clusters Score -841234.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -841660.812500 Penalty: 4294.280762
	Iteration 8F: 3 clusters Score -841660.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -842057.500000 Penalty: 4294.280762
	Iteration 9F: 3 clusters Score -842057.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -842267.437500 Penalty: 4294.280762
	Iteration 10Q: 3 clusters Score -842267.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -842388.562500 Penalty: 4294.280762
	Iteration 11Q: 3 clusters Score -842388.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -842460.437500 Penalty: 4294.280762
	Iteration 12Q: 3 clusters Score -842460.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -842510.937500 Penalty: 4294.280762
	Iteration 13Q: 3 clusters Score -842510.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -842544.562500 Penalty: 4294.280762
	Iteration 14Q: 3 clusters Score -842544.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -842567.625000 Penalty: 4294.280762
	Iteration 15Q: 3 clusters Score -842567.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -842586.625000 Penalty: 4294.280762
	Iteration 16Q: 3 clusters Score -842586.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -842607.437500 Penalty: 4294.280762
	Iteration 17Q: 3 clusters Score -842607.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -842619.875000 Penalty: 4294.280762
	Iteration 18Q: 3 clusters Score -842619.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -842629.375000 Penalty: 4294.280762
	Iteration 19Q: 3 clusters Score -842629.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -842642.562500 Penalty: 4294.280762
	Iteration 20F: 3 clusters Score -842642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -842654.812500 Penalty: 4294.280762
	Iteration 21Q: 3 clusters Score -842654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -842662.000000 Penalty: 4294.280762
	Iteration 22Q: 3 clusters Score -842662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -842669.187500 Penalty: 4294.280762
	Iteration 23Q: 3 clusters Score -842669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -842676.062500 Penalty: 4294.280762
	Iteration 24Q: 3 clusters Score -842676.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -842682.625000 Penalty: 4294.280762
	Iteration 25Q: 3 clusters Score -842682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -842686.687500 Penalty: 4294.280762
	Iteration 26Q: 3 clusters Score -842686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -842686.125000 Penalty: 4294.280762
	Iteration 27Q: 3 clusters Score -842686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -842690.062500 Penalty: 4294.280762
	Iteration 28Q: 3 clusters Score -842690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -842690.437500 Penalty: 4294.280762
	Iteration 29Q: 3 clusters Score -842690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -842690.875000 Penalty: 4294.280762
	Iteration 30Q: 3 clusters Score -842690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -842691.937500 Penalty: 4294.280762
	Iteration 31Q: 3 clusters Score -842691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -842691.937500 Penalty: 4294.280762
	Iteration 32F: 3 clusters Score -842691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Entering Unmasked Estep 
Score: -1577354.875000 Penalty: 2313.616943
	Iteration 0F: 2 clusters Score -1577355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1568790.625000 Penalty: 4627.233887
	Iteration 0F: 3 clusters Score -1568791 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1571538.875000 Penalty: 4627.233887
	Iteration 1F: 3 clusters Score -1571539 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1572031.625000 Penalty: 4627.233887
	Iteration 2F: 3 clusters Score -1572032 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1572460.250000 Penalty: 4627.233887
	Iteration 3F: 3 clusters Score -1572460 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1572869.375000 Penalty: 4627.233887
	Iteration 4F: 3 clusters Score -1572869 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1573286.500000 Penalty: 4627.233887
	Iteration 5F: 3 clusters Score -1573286 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1573691.125000 Penalty: 4627.233887
	Iteration 6F: 3 clusters Score -1573691 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1574141.000000 Penalty: 4627.233887
	Iteration 7F: 3 clusters Score -1574141 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1574591.875000 Penalty: 4627.233887
	Iteration 8Q: 3 clusters Score -1574592 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1574967.750000 Penalty: 4627.233887
	Iteration 9Q: 3 clusters Score -1574968 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1575243.375000 Penalty: 4627.233887
	Iteration 10Q: 3 clusters Score -1575243 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1575447.500000 Penalty: 4627.233887
	Iteration 11Q: 3 clusters Score -1575448 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1575610.250000 Penalty: 4627.233887
	Iteration 12Q: 3 clusters Score -1575610 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1575755.750000 Penalty: 4627.233887
	Iteration 13Q: 3 clusters Score -1575756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1575878.875000 Penalty: 4627.233887
	Iteration 14Q: 3 clusters Score -1575879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1575985.500000 Penalty: 4627.233887
	Iteration 15Q: 3 clusters Score -1575986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1576058.250000 Penalty: 4627.233887
	Iteration 16Q: 3 clusters Score -1576058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1576106.875000 Penalty: 4627.233887
	Iteration 17Q: 3 clusters Score -1576107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1576133.625000 Penalty: 4627.233887
	Iteration 18Q: 3 clusters Score -1576134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1576156.500000 Penalty: 4627.233887
	Iteration 19Q: 3 clusters Score -1576156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1576171.500000 Penalty: 4627.233887
	Iteration 20F: 3 clusters Score -1576172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1576180.375000 Penalty: 4627.233887
	Iteration 21Q: 3 clusters Score -1576180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1576182.250000 Penalty: 4627.233887
	Iteration 22Q: 3 clusters Score -1576182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1576182.250000 Penalty: 4627.233887
	Iteration 23Q: 3 clusters Score -1576182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1576185.875000 Penalty: 4627.233887
	Iteration 24Q: 3 clusters Score -1576186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1576195.250000 Penalty: 4627.233887
	Iteration 25Q: 3 clusters Score -1576195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1576202.000000 Penalty: 4627.233887
	Iteration 26Q: 3 clusters Score -1576202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1576205.375000 Penalty: 4627.233887
	Iteration 27Q: 3 clusters Score -1576205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1576206.250000 Penalty: 4627.233887
	Iteration 28Q: 3 clusters Score -1576206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1576207.750000 Penalty: 4627.233887
	Iteration 29Q: 3 clusters Score -1576208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1576208.125000 Penalty: 4627.233887
	Iteration 30Q: 3 clusters Score -1576208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1576207.625000 Penalty: 4627.233887
	Iteration 31Q: 3 clusters Score -1576208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1576207.750000 Penalty: 4627.233887
	Iteration 32Q: 3 clusters Score -1576208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1576208.125000 Penalty: 4627.233887
	Iteration 33Q: 3 clusters Score -1576208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1576211.500000 Penalty: 4627.233887
	Iteration 34Q: 3 clusters Score -1576212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1576210.875000 Penalty: 4627.233887
	Iteration 35Q: 3 clusters Score -1576211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1576210.875000 Penalty: 4627.233887
	Iteration 36F: 3 clusters Score -1576211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -2116932.250000 Penalty: 2361.911377
	Iteration 0F: 2 clusters Score -2116932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2106968.500000 Penalty: 4723.822754
	Iteration 0F: 3 clusters Score -2106968 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2109931.500000 Penalty: 4723.822754
	Iteration 1F: 3 clusters Score -2109932 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2110226.000000 Penalty: 4723.822754
	Iteration 2F: 3 clusters Score -2110226 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2110454.250000 Penalty: 4723.822754
	Iteration 3Q: 3 clusters Score -2110454 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2110659.000000 Penalty: 4723.822754
	Iteration 4Q: 3 clusters Score -2110659 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2110873.250000 Penalty: 4723.822754
	Iteration 5Q: 3 clusters Score -2110873 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2111129.750000 Penalty: 4723.822754
	Iteration 6Q: 3 clusters Score -2111130 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2111414.500000 Penalty: 4723.822754
	Iteration 7Q: 3 clusters Score -2111414 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2111718.250000 Penalty: 4723.822754
	Iteration 8Q: 3 clusters Score -2111718 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2112123.000000 Penalty: 4723.822754
	Iteration 9Q: 3 clusters Score -2112123 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2112640.750000 Penalty: 4723.822754
	Iteration 10F: 3 clusters Score -2112641 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2113267.000000 Penalty: 4723.822754
	Iteration 11F: 3 clusters Score -2113267 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2113902.250000 Penalty: 4723.822754
	Iteration 12F: 3 clusters Score -2113902 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2114309.750000 Penalty: 4723.822754
	Iteration 13Q: 3 clusters Score -2114310 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2114521.000000 Penalty: 4723.822754
	Iteration 14Q: 3 clusters Score -2114521 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2114617.000000 Penalty: 4723.822754
	Iteration 15Q: 3 clusters Score -2114617 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2114670.250000 Penalty: 4723.822754
	Iteration 16Q: 3 clusters Score -2114670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2114704.000000 Penalty: 4723.822754
	Iteration 17Q: 3 clusters Score -2114704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2114725.000000 Penalty: 4723.822754
	Iteration 18Q: 3 clusters Score -2114725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2114734.250000 Penalty: 4723.822754
	Iteration 19Q: 3 clusters Score -2114734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2114755.250000 Penalty: 4723.822754
	Iteration 20F: 3 clusters Score -2114755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2114766.500000 Penalty: 4723.822754
	Iteration 21Q: 3 clusters Score -2114766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2114771.750000 Penalty: 4723.822754
	Iteration 22Q: 3 clusters Score -2114772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2114778.000000 Penalty: 4723.822754
	Iteration 23Q: 3 clusters Score -2114778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2114783.000000 Penalty: 4723.822754
	Iteration 24Q: 3 clusters Score -2114783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2114789.250000 Penalty: 4723.822754
	Iteration 25Q: 3 clusters Score -2114789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2114796.000000 Penalty: 4723.822754
	Iteration 26Q: 3 clusters Score -2114796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2114803.250000 Penalty: 4723.822754
	Iteration 27Q: 3 clusters Score -2114803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2114805.250000 Penalty: 4723.822754
	Iteration 28Q: 3 clusters Score -2114805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2114809.250000 Penalty: 4723.822754
	Iteration 29Q: 3 clusters Score -2114809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2114810.500000 Penalty: 4723.822754
	Iteration 30Q: 3 clusters Score -2114810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2114812.500000 Penalty: 4723.822754
	Iteration 31Q: 3 clusters Score -2114812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2114817.250000 Penalty: 4723.822754
	Iteration 32Q: 3 clusters Score -2114817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2114821.750000 Penalty: 4723.822754
	Iteration 33Q: 3 clusters Score -2114822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2114821.250000 Penalty: 4723.822754
	Iteration 34Q: 3 clusters Score -2114821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2114827.500000 Penalty: 4723.822754
	Iteration 35Q: 3 clusters Score -2114828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2114821.000000 Penalty: 4723.822754
	Iteration 36Q: 3 clusters Score -2114821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2114828.250000 Penalty: 4723.822754
	Iteration 37Q: 3 clusters Score -2114828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2114827.000000 Penalty: 4723.822754
	Iteration 38Q: 3 clusters Score -2114827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2114826.500000 Penalty: 4723.822754
	Iteration 39Q: 3 clusters Score -2114826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2114825.500000 Penalty: 4723.822754
	Iteration 40F: 3 clusters Score -2114826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2114828.500000 Penalty: 4723.822754
	Iteration 41Q: 3 clusters Score -2114828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2114827.500000 Penalty: 4723.822754
	Iteration 42Q: 3 clusters Score -2114828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2114827.750000 Penalty: 4723.822754
	Iteration 43Q: 3 clusters Score -2114828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2114825.500000 Penalty: 4723.822754
	Iteration 44Q: 3 clusters Score -2114826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2114826.500000 Penalty: 4723.822754
	Iteration 45Q: 3 clusters Score -2114826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2114828.000000 Penalty: 4723.822754
	Iteration 46Q: 3 clusters Score -2114828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2114829.000000 Penalty: 4723.822754
	Iteration 47Q: 3 clusters Score -2114829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2114828.750000 Penalty: 4723.822754
	Iteration 48Q: 3 clusters Score -2114829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2114831.250000 Penalty: 4723.822754
	Iteration 49Q: 3 clusters Score -2114831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2114831.250000 Penalty: 4723.822754
	Iteration 50F: 3 clusters Score -2114831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Entering Unmasked Estep 
Score: -15734090.000000 Penalty: 2860.631592
	Iteration 0F: 2 clusters Score -1.573409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -15670086.000000 Penalty: 5721.263184
	Iteration 0F: 3 clusters Score -1.567009e+07 nChanged 48419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -15698263.000000 Penalty: 5721.263184
	Iteration 1F: 3 clusters Score -1.569826e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -15699429.000000 Penalty: 5721.263184
	Iteration 2Q: 3 clusters Score -1.569943e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -15700761.000000 Penalty: 5721.263184
	Iteration 3Q: 3 clusters Score -1.570076e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -15702566.000000 Penalty: 5721.263184
	Iteration 4Q: 3 clusters Score -1.570257e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -15705031.000000 Penalty: 5721.263184
	Iteration 5Q: 3 clusters Score -1.570503e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -15708056.000000 Penalty: 5721.263184
	Iteration 6F: 3 clusters Score -1.570806e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -15711256.000000 Penalty: 5721.263184
	Iteration 7F: 3 clusters Score -1.571126e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -15714418.000000 Penalty: 5721.263184
	Iteration 8F: 3 clusters Score -1.571442e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -15717046.000000 Penalty: 5721.263184
	Iteration 9F: 3 clusters Score -1.571705e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -15719198.000000 Penalty: 5721.263184
	Iteration 10Q: 3 clusters Score -1.57192e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -15720735.000000 Penalty: 5721.263184
	Iteration 11Q: 3 clusters Score -1.572074e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -15721777.000000 Penalty: 5721.263184
	Iteration 12Q: 3 clusters Score -1.572178e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -15722478.000000 Penalty: 5721.263184
	Iteration 13Q: 3 clusters Score -1.572248e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -15722941.000000 Penalty: 5721.263184
	Iteration 14Q: 3 clusters Score -1.572294e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -15723261.000000 Penalty: 5721.263184
	Iteration 15Q: 3 clusters Score -1.572326e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -15723734.000000 Penalty: 5721.263184
	Iteration 16Q: 3 clusters Score -1.572373e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -15724134.000000 Penalty: 5721.263184
	Iteration 17Q: 3 clusters Score -1.572413e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -15724562.000000 Penalty: 5721.263184
	Iteration 18Q: 3 clusters Score -1.572456e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -15725005.000000 Penalty: 5721.263184
	Iteration 19Q: 3 clusters Score -1.5725e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -15725532.000000 Penalty: 5721.263184
	Iteration 20F: 3 clusters Score -1.572553e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -15726028.000000 Penalty: 5721.263184
	Iteration 21Q: 3 clusters Score -1.572603e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -15726554.000000 Penalty: 5721.263184
	Iteration 22Q: 3 clusters Score -1.572655e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -15727145.000000 Penalty: 5721.263184
	Iteration 23Q: 3 clusters Score -1.572714e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -15727793.000000 Penalty: 5721.263184
	Iteration 24Q: 3 clusters Score -1.572779e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -15728367.000000 Penalty: 5721.263184
	Iteration 25Q: 3 clusters Score -1.572837e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -15728934.000000 Penalty: 5721.263184
	Iteration 26Q: 3 clusters Score -1.572893e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -15729540.000000 Penalty: 5721.263184
	Iteration 27Q: 3 clusters Score -1.572954e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -15730111.000000 Penalty: 5721.263184
	Iteration 28Q: 3 clusters Score -1.573011e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -15730706.000000 Penalty: 5721.263184
	Iteration 29Q: 3 clusters Score -1.573071e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -15731285.000000 Penalty: 5721.263184
	Iteration 30Q: 3 clusters Score -1.573128e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -15731772.000000 Penalty: 5721.263184
	Iteration 31Q: 3 clusters Score -1.573177e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -15731988.000000 Penalty: 5721.263184
	Iteration 32Q: 3 clusters Score -1.573199e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -15732252.000000 Penalty: 5721.263184
	Iteration 33Q: 3 clusters Score -1.573225e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -15732257.000000 Penalty: 5721.263184
	Iteration 34Q: 3 clusters Score -1.573226e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -15732236.000000 Penalty: 5721.263184
	Iteration 35Q: 3 clusters Score -1.573224e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -15732294.000000 Penalty: 5721.263184
	Iteration 36Q: 3 clusters Score -1.573229e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -15732353.000000 Penalty: 5721.263184
	Iteration 37Q: 3 clusters Score -1.573235e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -15732286.000000 Penalty: 5721.263184
	Iteration 38Q: 3 clusters Score -1.573229e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -15732304.000000 Penalty: 5721.263184
	Iteration 39Q: 3 clusters Score -1.57323e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -15732359.000000 Penalty: 5721.263184
	Iteration 40F: 3 clusters Score -1.573236e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -15732353.000000 Penalty: 5721.263184
	Iteration 41Q: 3 clusters Score -1.573235e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -15732337.000000 Penalty: 5721.263184
	Iteration 42Q: 3 clusters Score -1.573234e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -15732361.000000 Penalty: 5721.263184
	Iteration 43Q: 3 clusters Score -1.573236e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -15732365.000000 Penalty: 5721.263184
	Iteration 44Q: 3 clusters Score -1.573236e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -15732345.000000 Penalty: 5721.263184
	Iteration 45Q: 3 clusters Score -1.573234e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -15732333.000000 Penalty: 5721.263184
	Iteration 46Q: 3 clusters Score -1.573233e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -15732335.000000 Penalty: 5721.263184
	Iteration 47Q: 3 clusters Score -1.573234e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -15732322.000000 Penalty: 5721.263184
	Iteration 48Q: 3 clusters Score -1.573232e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -15732304.000000 Penalty: 5721.263184
	Iteration 49Q: 3 clusters Score -1.57323e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15732276.000000 Penalty: 5721.263184
	Iteration 50Q: 3 clusters Score -1.573228e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15732270.000000 Penalty: 5721.263184
	Iteration 51Q: 3 clusters Score -1.573227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15732267.000000 Penalty: 5721.263184
	Iteration 52Q: 3 clusters Score -1.573227e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -15732269.000000 Penalty: 5721.263184
	Iteration 53Q: 3 clusters Score -1.573227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15732275.000000 Penalty: 5721.263184
	Iteration 54Q: 3 clusters Score -1.573228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15732232.000000 Penalty: 5721.263184
	Iteration 55Q: 3 clusters Score -1.573223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15732240.000000 Penalty: 5721.263184
	Iteration 56Q: 3 clusters Score -1.573224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15732228.000000 Penalty: 5721.263184
	Iteration 57Q: 3 clusters Score -1.573223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -15732215.000000 Penalty: 5721.263184
	Iteration 58Q: 3 clusters Score -1.573222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -15732200.000000 Penalty: 5721.263184
	Iteration 59Q: 3 clusters Score -1.57322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15732209.000000 Penalty: 5721.263184
	Iteration 60F: 3 clusters Score -1.573221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15732207.000000 Penalty: 5721.263184
	Iteration 61Q: 3 clusters Score -1.573221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15732219.000000 Penalty: 5721.263184
	Iteration 62Q: 3 clusters Score -1.573222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15732213.000000 Penalty: 5721.263184
	Iteration 63Q: 3 clusters Score -1.573221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15732188.000000 Penalty: 5721.263184
	Iteration 64Q: 3 clusters Score -1.573219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15732195.000000 Penalty: 5721.263184
	Iteration 65Q: 3 clusters Score -1.57322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -15732196.000000 Penalty: 5721.263184
	Iteration 66Q: 3 clusters Score -1.57322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15732196.000000 Penalty: 5721.263184
	Iteration 67Q: 3 clusters Score -1.57322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15732184.000000 Penalty: 5721.263184
	Iteration 68Q: 3 clusters Score -1.573218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15732175.000000 Penalty: 5721.263184
	Iteration 69Q: 3 clusters Score -1.573218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15732181.000000 Penalty: 5721.263184
	Iteration 70Q: 3 clusters Score -1.573218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15732183.000000 Penalty: 5721.263184
	Iteration 71Q: 3 clusters Score -1.573218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15732181.000000 Penalty: 5721.263184
	Iteration 72Q: 3 clusters Score -1.573218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15732163.000000 Penalty: 5721.263184
	Iteration 73Q: 3 clusters Score -1.573216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15732156.000000 Penalty: 5721.263184
	Iteration 74Q: 3 clusters Score -1.573216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15732169.000000 Penalty: 5721.263184
	Iteration 75Q: 3 clusters Score -1.573217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15732161.000000 Penalty: 5721.263184
	Iteration 76Q: 3 clusters Score -1.573216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15732152.000000 Penalty: 5721.263184
	Iteration 77Q: 3 clusters Score -1.573215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15732149.000000 Penalty: 5721.263184
	Iteration 78Q: 3 clusters Score -1.573215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -15732146.000000 Penalty: 5721.263184
	Iteration 79Q: 3 clusters Score -1.573215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15732160.000000 Penalty: 5721.263184
	Iteration 80F: 3 clusters Score -1.573216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15732156.000000 Penalty: 5721.263184
	Iteration 81Q: 3 clusters Score -1.573216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15732145.000000 Penalty: 5721.263184
	Iteration 82Q: 3 clusters Score -1.573214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15732138.000000 Penalty: 5721.263184
	Iteration 83Q: 3 clusters Score -1.573214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15732130.000000 Penalty: 5721.263184
	Iteration 84Q: 3 clusters Score -1.573213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15732123.000000 Penalty: 5721.263184
	Iteration 85Q: 3 clusters Score -1.573212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15732124.000000 Penalty: 5721.263184
	Iteration 86Q: 3 clusters Score -1.573212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15732118.000000 Penalty: 5721.263184
	Iteration 87Q: 3 clusters Score -1.573212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -15732116.000000 Penalty: 5721.263184
	Iteration 88Q: 3 clusters Score -1.573212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15732122.000000 Penalty: 5721.263184
	Iteration 89Q: 3 clusters Score -1.573212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15732120.000000 Penalty: 5721.263184
	Iteration 90Q: 3 clusters Score -1.573212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15732119.000000 Penalty: 5721.263184
	Iteration 91Q: 3 clusters Score -1.573212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15732121.000000 Penalty: 5721.263184
	Iteration 92Q: 3 clusters Score -1.573212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15732130.000000 Penalty: 5721.263184
	Iteration 93Q: 3 clusters Score -1.573213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15732130.000000 Penalty: 5721.263184
	Iteration 94F: 3 clusters Score -1.573213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160990.218750 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160990.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -161973.859375 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161973.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162469.125000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162469.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162770.265625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162770.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163180.031250 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -163180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163629.000000 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -163629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -164117.984375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -164118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -164337.500000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -164337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164392.187500 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -164392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164427.656250 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -164427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164437.828125 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -164437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164439.625000 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -164439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164439.625000 Penalty: 3514.606934
	Iteration 12F: 3 clusters Score -164439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 13682 members 
Mstep: Class 5 contains 102212 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 66506 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35770 members 
Mstep: Class 10 contains 121645 members 
Mstep: Class 11 contains 111957 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99601 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51313 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67452 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109936 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
Score: -137777664.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137777776.000000 to -137777664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (66506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Entering Unmasked Estep 
Score: -10376068.000000 Penalty: 2754.051758
	Iteration 0F: 2 clusters Score -1.037607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -10331710.000000 Penalty: 5508.103516
	Iteration 0F: 3 clusters Score -1.033171e+07 nChanged 31097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -10348978.000000 Penalty: 5508.103516
	Iteration 1F: 3 clusters Score -1.034898e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -10349557.000000 Penalty: 5508.103516
	Iteration 2Q: 3 clusters Score -1.034956e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -10350217.000000 Penalty: 5508.103516
	Iteration 3Q: 3 clusters Score -1.035022e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -10350916.000000 Penalty: 5508.103516
	Iteration 4Q: 3 clusters Score -1.035092e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -10351769.000000 Penalty: 5508.103516
	Iteration 5Q: 3 clusters Score -1.035177e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -10352789.000000 Penalty: 5508.103516
	Iteration 6Q: 3 clusters Score -1.035279e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -10354222.000000 Penalty: 5508.103516
	Iteration 7Q: 3 clusters Score -1.035422e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -10355971.000000 Penalty: 5508.103516
	Iteration 8F: 3 clusters Score -1.035597e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -10358421.000000 Penalty: 5508.103516
	Iteration 9F: 3 clusters Score -1.035842e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -10361418.000000 Penalty: 5508.103516
	Iteration 10F: 3 clusters Score -1.036142e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -10364046.000000 Penalty: 5508.103516
	Iteration 11F: 3 clusters Score -1.036405e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -10365663.000000 Penalty: 5508.103516
	Iteration 12Q: 3 clusters Score -1.036566e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10366570.000000 Penalty: 5508.103516
	Iteration 13Q: 3 clusters Score -1.036657e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -10367191.000000 Penalty: 5508.103516
	Iteration 14Q: 3 clusters Score -1.036719e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -10367698.000000 Penalty: 5508.103516
	Iteration 15Q: 3 clusters Score -1.03677e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -10368210.000000 Penalty: 5508.103516
	Iteration 16Q: 3 clusters Score -1.036821e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -10368669.000000 Penalty: 5508.103516
	Iteration 17Q: 3 clusters Score -1.036867e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -10369188.000000 Penalty: 5508.103516
	Iteration 18Q: 3 clusters Score -1.036919e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -10369690.000000 Penalty: 5508.103516
	Iteration 19Q: 3 clusters Score -1.036969e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -10370207.000000 Penalty: 5508.103516
	Iteration 20F: 3 clusters Score -1.037021e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -10370694.000000 Penalty: 5508.103516
	Iteration 21Q: 3 clusters Score -1.037069e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -10371139.000000 Penalty: 5508.103516
	Iteration 22Q: 3 clusters Score -1.037114e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -10371560.000000 Penalty: 5508.103516
	Iteration 23Q: 3 clusters Score -1.037156e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -10371954.000000 Penalty: 5508.103516
	Iteration 24Q: 3 clusters Score -1.037195e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -10372302.000000 Penalty: 5508.103516
	Iteration 25Q: 3 clusters Score -1.03723e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10372604.000000 Penalty: 5508.103516
	Iteration 26Q: 3 clusters Score -1.03726e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -10372884.000000 Penalty: 5508.103516
	Iteration 27Q: 3 clusters Score -1.037288e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -10373074.000000 Penalty: 5508.103516
	Iteration 28Q: 3 clusters Score -1.037307e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -10373252.000000 Penalty: 5508.103516
	Iteration 29Q: 3 clusters Score -1.037325e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -10373350.000000 Penalty: 5508.103516
	Iteration 30Q: 3 clusters Score -1.037335e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -10373479.000000 Penalty: 5508.103516
	Iteration 31Q: 3 clusters Score -1.037348e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -10373534.000000 Penalty: 5508.103516
	Iteration 32Q: 3 clusters Score -1.037353e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -10373603.000000 Penalty: 5508.103516
	Iteration 33Q: 3 clusters Score -1.03736e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10373667.000000 Penalty: 5508.103516
	Iteration 34Q: 3 clusters Score -1.037367e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -10373730.000000 Penalty: 5508.103516
	Iteration 35Q: 3 clusters Score -1.037373e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -10373754.000000 Penalty: 5508.103516
	Iteration 36Q: 3 clusters Score -1.037375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -10373783.000000 Penalty: 5508.103516
	Iteration 37Q: 3 clusters Score -1.037378e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -10373798.000000 Penalty: 5508.103516
	Iteration 38Q: 3 clusters Score -1.03738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -10373809.000000 Penalty: 5508.103516
	Iteration 39Q: 3 clusters Score -1.037381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -10373818.000000 Penalty: 5508.103516
	Iteration 40F: 3 clusters Score -1.037382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -10373832.000000 Penalty: 5508.103516
	Iteration 41Q: 3 clusters Score -1.037383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -10373840.000000 Penalty: 5508.103516
	Iteration 42Q: 3 clusters Score -1.037384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -10373836.000000 Penalty: 5508.103516
	Iteration 43Q: 3 clusters Score -1.037384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -10373845.000000 Penalty: 5508.103516
	Iteration 44Q: 3 clusters Score -1.037384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -10373844.000000 Penalty: 5508.103516
	Iteration 45Q: 3 clusters Score -1.037384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -10373852.000000 Penalty: 5508.103516
	Iteration 46Q: 3 clusters Score -1.037385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -10373859.000000 Penalty: 5508.103516
	Iteration 47Q: 3 clusters Score -1.037386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -10373888.000000 Penalty: 5508.103516
	Iteration 48Q: 3 clusters Score -1.037389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -10373893.000000 Penalty: 5508.103516
	Iteration 49Q: 3 clusters Score -1.037389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -10373883.000000 Penalty: 5508.103516
	Iteration 50Q: 3 clusters Score -1.037388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -10373894.000000 Penalty: 5508.103516
	Iteration 51Q: 3 clusters Score -1.037389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -10373888.000000 Penalty: 5508.103516
	Iteration 52Q: 3 clusters Score -1.037389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -10373888.000000 Penalty: 5508.103516
	Iteration 53Q: 3 clusters Score -1.037389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -10373879.000000 Penalty: 5508.103516
	Iteration 54Q: 3 clusters Score -1.037388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -10373886.000000 Penalty: 5508.103516
	Iteration 55Q: 3 clusters Score -1.037389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -10373901.000000 Penalty: 5508.103516
	Iteration 56Q: 3 clusters Score -1.03739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -10373903.000000 Penalty: 5508.103516
	Iteration 57Q: 3 clusters Score -1.03739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -10373901.000000 Penalty: 5508.103516
	Iteration 58Q: 3 clusters Score -1.03739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -10373907.000000 Penalty: 5508.103516
	Iteration 59Q: 3 clusters Score -1.037391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -10373901.000000 Penalty: 5508.103516
	Iteration 60F: 3 clusters Score -1.03739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -10373904.000000 Penalty: 5508.103516
	Iteration 61Q: 3 clusters Score -1.03739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -10373907.000000 Penalty: 5508.103516
	Iteration 62Q: 3 clusters Score -1.037391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -10373905.000000 Penalty: 5508.103516
	Iteration 63Q: 3 clusters Score -1.03739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -10373911.000000 Penalty: 5508.103516
	Iteration 64Q: 3 clusters Score -1.037391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -10373909.000000 Penalty: 5508.103516
	Iteration 65Q: 3 clusters Score -1.037391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -10373905.000000 Penalty: 5508.103516
	Iteration 66Q: 3 clusters Score -1.03739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -10373908.000000 Penalty: 5508.103516
	Iteration 67Q: 3 clusters Score -1.037391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -10373917.000000 Penalty: 5508.103516
	Iteration 68Q: 3 clusters Score -1.037392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -10373917.000000 Penalty: 5508.103516
	Iteration 69Q: 3 clusters Score -1.037392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -10373922.000000 Penalty: 5508.103516
	Iteration 70Q: 3 clusters Score -1.037392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -10373922.000000 Penalty: 5508.103516
	Iteration 71F: 3 clusters Score -1.037392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 89 members 
Entering Unmasked Estep 
Score: -17660.873047 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17660.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17791.046875 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17791.05 nChanged 6
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: -17825.980469 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17825.98 nChanged 2
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: -17836.783203 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17836.78 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: -17836.783203 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17836.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Entering Unmasked Estep 
Score: -5486278.500000 Penalty: 2600.246582
	Iteration 0F: 2 clusters Score -5486278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5461972.000000 Penalty: 5200.493164
	Iteration 0F: 3 clusters Score -5461972 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5470897.000000 Penalty: 5200.493164
	Iteration 1F: 3 clusters Score -5470897 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5471415.000000 Penalty: 5200.493164
	Iteration 2Q: 3 clusters Score -5471415 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5471917.500000 Penalty: 5200.493164
	Iteration 3Q: 3 clusters Score -5471918 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5472539.000000 Penalty: 5200.493164
	Iteration 4Q: 3 clusters Score -5472539 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5473216.000000 Penalty: 5200.493164
	Iteration 5Q: 3 clusters Score -5473216 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5474058.500000 Penalty: 5200.493164
	Iteration 6Q: 3 clusters Score -5474058 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -5475194.000000 Penalty: 5200.493164
	Iteration 7F: 3 clusters Score -5475194 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5476553.000000 Penalty: 5200.493164
	Iteration 8F: 3 clusters Score -5476553 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5478015.500000 Penalty: 5200.493164
	Iteration 9F: 3 clusters Score -5478016 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5479645.000000 Penalty: 5200.493164
	Iteration 10F: 3 clusters Score -5479645 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5481097.000000 Penalty: 5200.493164
	Iteration 11Q: 3 clusters Score -5481097 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5482171.500000 Penalty: 5200.493164
	Iteration 12Q: 3 clusters Score -5482172 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5482861.500000 Penalty: 5200.493164
	Iteration 13Q: 3 clusters Score -5482862 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5483231.000000 Penalty: 5200.493164
	Iteration 14Q: 3 clusters Score -5483231 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5483487.000000 Penalty: 5200.493164
	Iteration 15Q: 3 clusters Score -5483487 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5483679.000000 Penalty: 5200.493164
	Iteration 16Q: 3 clusters Score -5483679 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5483794.000000 Penalty: 5200.493164
	Iteration 17Q: 3 clusters Score -5483794 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5483896.500000 Penalty: 5200.493164
	Iteration 18Q: 3 clusters Score -5483896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5483983.500000 Penalty: 5200.493164
	Iteration 19Q: 3 clusters Score -5483984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5484028.500000 Penalty: 5200.493164
	Iteration 20F: 3 clusters Score -5484028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5484101.000000 Penalty: 5200.493164
	Iteration 21Q: 3 clusters Score -5484101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5484136.000000 Penalty: 5200.493164
	Iteration 22Q: 3 clusters Score -5484136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5484164.500000 Penalty: 5200.493164
	Iteration 23Q: 3 clusters Score -5484164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5484180.000000 Penalty: 5200.493164
	Iteration 24Q: 3 clusters Score -5484180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5484214.000000 Penalty: 5200.493164
	Iteration 25Q: 3 clusters Score -5484214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5484241.500000 Penalty: 5200.493164
	Iteration 26Q: 3 clusters Score -5484242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5484246.000000 Penalty: 5200.493164
	Iteration 27Q: 3 clusters Score -5484246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5484255.500000 Penalty: 5200.493164
	Iteration 28Q: 3 clusters Score -5484256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5484267.500000 Penalty: 5200.493164
	Iteration 29Q: 3 clusters Score -5484268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5484266.500000 Penalty: 5200.493164
	Iteration 30Q: 3 clusters Score -5484266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5484276.000000 Penalty: 5200.493164
	Iteration 31Q: 3 clusters Score -5484276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5484283.000000 Penalty: 5200.493164
	Iteration 32Q: 3 clusters Score -5484283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5484295.500000 Penalty: 5200.493164
	Iteration 33Q: 3 clusters Score -5484296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5484296.000000 Penalty: 5200.493164
	Iteration 34Q: 3 clusters Score -5484296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5484302.500000 Penalty: 5200.493164
	Iteration 35Q: 3 clusters Score -5484302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5484305.500000 Penalty: 5200.493164
	Iteration 36Q: 3 clusters Score -5484306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5484305.000000 Penalty: 5200.493164
	Iteration 37Q: 3 clusters Score -5484305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5484315.000000 Penalty: 5200.493164
	Iteration 38Q: 3 clusters Score -5484315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5484326.500000 Penalty: 5200.493164
	Iteration 39Q: 3 clusters Score -5484326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5484316.000000 Penalty: 5200.493164
	Iteration 40F: 3 clusters Score -5484316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5484326.500000 Penalty: 5200.493164
	Iteration 41Q: 3 clusters Score -5484326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5484331.500000 Penalty: 5200.493164
	Iteration 42Q: 3 clusters Score -5484332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5484329.000000 Penalty: 5200.493164
	Iteration 43Q: 3 clusters Score -5484329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5484335.500000 Penalty: 5200.493164
	Iteration 44Q: 3 clusters Score -5484336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5484340.000000 Penalty: 5200.493164
	Iteration 45Q: 3 clusters Score -5484340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5484337.000000 Penalty: 5200.493164
	Iteration 46Q: 3 clusters Score -5484337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5484347.500000 Penalty: 5200.493164
	Iteration 47Q: 3 clusters Score -5484348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5484349.000000 Penalty: 5200.493164
	Iteration 48Q: 3 clusters Score -5484349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5484349.000000 Penalty: 5200.493164
	Iteration 49F: 3 clusters Score -5484349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Entering Unmasked Estep 
Score: -18716626.000000 Penalty: 2903.797852
	Iteration 0F: 2 clusters Score -1.871663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -18639890.000000 Penalty: 5807.595703
	Iteration 0F: 3 clusters Score -1.863989e+07 nChanged 58017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -18672830.000000 Penalty: 5807.595703
	Iteration 1F: 3 clusters Score -1.867283e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -18673342.000000 Penalty: 5807.595703
	Iteration 2Q: 3 clusters Score -1.867334e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -18673928.000000 Penalty: 5807.595703
	Iteration 3Q: 3 clusters Score -1.867393e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -18674574.000000 Penalty: 5807.595703
	Iteration 4Q: 3 clusters Score -1.867457e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -18675486.000000 Penalty: 5807.595703
	Iteration 5Q: 3 clusters Score -1.867549e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -18676572.000000 Penalty: 5807.595703
	Iteration 6Q: 3 clusters Score -1.867657e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -18678648.000000 Penalty: 5807.595703
	Iteration 7Q: 3 clusters Score -1.867865e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -18682490.000000 Penalty: 5807.595703
	Iteration 8F: 3 clusters Score -1.868249e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -18688792.000000 Penalty: 5807.595703
	Iteration 9F: 3 clusters Score -1.868879e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -18697588.000000 Penalty: 5807.595703
	Iteration 10F: 3 clusters Score -1.869759e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -18706186.000000 Penalty: 5807.595703
	Iteration 11F: 3 clusters Score -1.870619e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -18711150.000000 Penalty: 5807.595703
	Iteration 12F: 3 clusters Score -1.871115e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -18713058.000000 Penalty: 5807.595703
	Iteration 13Q: 3 clusters Score -1.871306e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -18713720.000000 Penalty: 5807.595703
	Iteration 14Q: 3 clusters Score -1.871372e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 121022 members 
Entering Unmasked Estep 
Score: -18713960.000000 Penalty: 5807.595703
	Iteration 15Q: 3 clusters Score -1.871396e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 121221 members 
Entering Unmasked Estep 
Score: -18714042.000000 Penalty: 5807.595703
	Iteration 16Q: 3 clusters Score -1.871404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -18714094.000000 Penalty: 5807.595703
	Iteration 17Q: 3 clusters Score -1.871409e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -18714124.000000 Penalty: 5807.595703
	Iteration 18Q: 3 clusters Score -1.871412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -18714144.000000 Penalty: 5807.595703
	Iteration 19Q: 3 clusters Score -1.871414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -18714166.000000 Penalty: 5807.595703
	Iteration 20F: 3 clusters Score -1.871417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -18714202.000000 Penalty: 5807.595703
	Iteration 21Q: 3 clusters Score -1.87142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121363 members 
Entering Unmasked Estep 
Score: -18714206.000000 Penalty: 5807.595703
	Iteration 22Q: 3 clusters Score -1.871421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 121367 members 
Entering Unmasked Estep 
Score: -18714194.000000 Penalty: 5807.595703
	Iteration 23Q: 3 clusters Score -1.871419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -18714200.000000 Penalty: 5807.595703
	Iteration 24Q: 3 clusters Score -1.87142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -18714208.000000 Penalty: 5807.595703
	Iteration 25Q: 3 clusters Score -1.871421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -18714208.000000 Penalty: 5807.595703
	Iteration 26F: 3 clusters Score -1.871421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (111957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Entering Unmasked Estep 
Score: -17216486.000000 Penalty: 2883.215820
	Iteration 0F: 2 clusters Score -1.721649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -17146070.000000 Penalty: 5766.431641
	Iteration 0F: 3 clusters Score -1.714607e+07 nChanged 53024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -17176774.000000 Penalty: 5766.431641
	Iteration 1F: 3 clusters Score -1.717677e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -17177502.000000 Penalty: 5766.431641
	Iteration 2Q: 3 clusters Score -1.71775e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -17178374.000000 Penalty: 5766.431641
	Iteration 3Q: 3 clusters Score -1.717837e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -17179416.000000 Penalty: 5766.431641
	Iteration 4Q: 3 clusters Score -1.717942e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -17180814.000000 Penalty: 5766.431641
	Iteration 5Q: 3 clusters Score -1.718081e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -17182824.000000 Penalty: 5766.431641
	Iteration 6Q: 3 clusters Score -1.718282e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -17185820.000000 Penalty: 5766.431641
	Iteration 7Q: 3 clusters Score -1.718582e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -17189772.000000 Penalty: 5766.431641
	Iteration 8F: 3 clusters Score -1.718977e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -17194846.000000 Penalty: 5766.431641
	Iteration 9F: 3 clusters Score -1.719485e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -17200198.000000 Penalty: 5766.431641
	Iteration 10F: 3 clusters Score -1.72002e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -17204284.000000 Penalty: 5766.431641
	Iteration 11F: 3 clusters Score -1.720428e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -17206778.000000 Penalty: 5766.431641
	Iteration 12Q: 3 clusters Score -1.720678e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -17208336.000000 Penalty: 5766.431641
	Iteration 13Q: 3 clusters Score -1.720834e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -17209440.000000 Penalty: 5766.431641
	Iteration 14Q: 3 clusters Score -1.720944e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -17210254.000000 Penalty: 5766.431641
	Iteration 15Q: 3 clusters Score -1.721025e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -17210936.000000 Penalty: 5766.431641
	Iteration 16Q: 3 clusters Score -1.721094e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -17211488.000000 Penalty: 5766.431641
	Iteration 17Q: 3 clusters Score -1.721149e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -17212064.000000 Penalty: 5766.431641
	Iteration 18Q: 3 clusters Score -1.721206e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -17212538.000000 Penalty: 5766.431641
	Iteration 19Q: 3 clusters Score -1.721254e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -17212868.000000 Penalty: 5766.431641
	Iteration 20F: 3 clusters Score -1.721287e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -17213086.000000 Penalty: 5766.431641
	Iteration 21Q: 3 clusters Score -1.721309e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -17213382.000000 Penalty: 5766.431641
	Iteration 22Q: 3 clusters Score -1.721338e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -17213592.000000 Penalty: 5766.431641
	Iteration 23Q: 3 clusters Score -1.721359e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 5766.431641
	Iteration 24Q: 3 clusters Score -1.721388e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -17214088.000000 Penalty: 5766.431641
	Iteration 25Q: 3 clusters Score -1.721409e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17214194.000000 Penalty: 5766.431641
	Iteration 26Q: 3 clusters Score -1.721419e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -17214272.000000 Penalty: 5766.431641
	Iteration 27Q: 3 clusters Score -1.721427e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17214326.000000 Penalty: 5766.431641
	Iteration 28Q: 3 clusters Score -1.721433e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17214362.000000 Penalty: 5766.431641
	Iteration 29Q: 3 clusters Score -1.721436e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17214400.000000 Penalty: 5766.431641
	Iteration 30Q: 3 clusters Score -1.72144e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17214416.000000 Penalty: 5766.431641
	Iteration 31Q: 3 clusters Score -1.721442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -17214456.000000 Penalty: 5766.431641
	Iteration 32Q: 3 clusters Score -1.721446e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -17214460.000000 Penalty: 5766.431641
	Iteration 33Q: 3 clusters Score -1.721446e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17214488.000000 Penalty: 5766.431641
	Iteration 34Q: 3 clusters Score -1.721449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17214542.000000 Penalty: 5766.431641
	Iteration 35Q: 3 clusters Score -1.721454e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -17214554.000000 Penalty: 5766.431641
	Iteration 36Q: 3 clusters Score -1.721455e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -17214554.000000 Penalty: 5766.431641
	Iteration 37Q: 3 clusters Score -1.721455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -17214560.000000 Penalty: 5766.431641
	Iteration 38Q: 3 clusters Score -1.721456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -17214570.000000 Penalty: 5766.431641
	Iteration 39Q: 3 clusters Score -1.721457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -17214578.000000 Penalty: 5766.431641
	Iteration 40F: 3 clusters Score -1.721458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -17214572.000000 Penalty: 5766.431641
	Iteration 41Q: 3 clusters Score -1.721457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -17214618.000000 Penalty: 5766.431641
	Iteration 42Q: 3 clusters Score -1.721462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -17214606.000000 Penalty: 5766.431641
	Iteration 43Q: 3 clusters Score -1.721461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17214602.000000 Penalty: 5766.431641
	Iteration 44Q: 3 clusters Score -1.72146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -17214614.000000 Penalty: 5766.431641
	Iteration 45Q: 3 clusters Score -1.721461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17214606.000000 Penalty: 5766.431641
	Iteration 46Q: 3 clusters Score -1.721461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17214604.000000 Penalty: 5766.431641
	Iteration 47Q: 3 clusters Score -1.72146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17214620.000000 Penalty: 5766.431641
	Iteration 48Q: 3 clusters Score -1.721462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17214634.000000 Penalty: 5766.431641
	Iteration 49Q: 3 clusters Score -1.721463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17214630.000000 Penalty: 5766.431641
	Iteration 50Q: 3 clusters Score -1.721463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -17214650.000000 Penalty: 5766.431641
	Iteration 51Q: 3 clusters Score -1.721465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17214626.000000 Penalty: 5766.431641
	Iteration 52Q: 3 clusters Score -1.721463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17214636.000000 Penalty: 5766.431641
	Iteration 53Q: 3 clusters Score -1.721464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17214628.000000 Penalty: 5766.431641
	Iteration 54Q: 3 clusters Score -1.721463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17214620.000000 Penalty: 5766.431641
	Iteration 55Q: 3 clusters Score -1.721462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17214626.000000 Penalty: 5766.431641
	Iteration 56Q: 3 clusters Score -1.721463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17214632.000000 Penalty: 5766.431641
	Iteration 57Q: 3 clusters Score -1.721463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -17214636.000000 Penalty: 5766.431641
	Iteration 58Q: 3 clusters Score -1.721464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -17214624.000000 Penalty: 5766.431641
	Iteration 59Q: 3 clusters Score -1.721462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17214626.000000 Penalty: 5766.431641
	Iteration 60F: 3 clusters Score -1.721463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17214638.000000 Penalty: 5766.431641
	Iteration 61Q: 3 clusters Score -1.721464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17214640.000000 Penalty: 5766.431641
	Iteration 62Q: 3 clusters Score -1.721464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17214646.000000 Penalty: 5766.431641
	Iteration 63Q: 3 clusters Score -1.721465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17214646.000000 Penalty: 5766.431641
	Iteration 64F: 3 clusters Score -1.721465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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: -19623.748047 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19623.75 nChanged 12
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: -19691.685547 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -19691.69 nChanged 2
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: -19702.095703 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19702.1 nChanged 0
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: -19702.095703 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -19702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -755699.562500 Penalty: 2118.919434
	Iteration 0F: 2 clusters Score -755699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -751137.062500 Penalty: 4237.838867
	Iteration 0F: 3 clusters Score -751137.1 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -752227.437500 Penalty: 4237.838867
	Iteration 1F: 3 clusters Score -752227.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -752424.062500 Penalty: 4237.838867
	Iteration 2F: 3 clusters Score -752424.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -752559.937500 Penalty: 4237.838867
	Iteration 3Q: 3 clusters Score -752559.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -752657.375000 Penalty: 4237.838867
	Iteration 4Q: 3 clusters Score -752657.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -752743.937500 Penalty: 4237.838867
	Iteration 5Q: 3 clusters Score -752743.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -752807.312500 Penalty: 4237.838867
	Iteration 6Q: 3 clusters Score -752807.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -752890.875000 Penalty: 4237.838867
	Iteration 7Q: 3 clusters Score -752890.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -753000.750000 Penalty: 4237.838867
	Iteration 8Q: 3 clusters Score -753000.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -753164.312500 Penalty: 4237.838867
	Iteration 9Q: 3 clusters Score -753164.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -753350.062500 Penalty: 4237.838867
	Iteration 10Q: 3 clusters Score -753350.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -753555.875000 Penalty: 4237.838867
	Iteration 11Q: 3 clusters Score -753555.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -753798.687500 Penalty: 4237.838867
	Iteration 12Q: 3 clusters Score -753798.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -754020.625000 Penalty: 4237.838867
	Iteration 13Q: 3 clusters Score -754020.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -754205.750000 Penalty: 4237.838867
	Iteration 14Q: 3 clusters Score -754205.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -754359.812500 Penalty: 4237.838867
	Iteration 15Q: 3 clusters Score -754359.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -754441.562500 Penalty: 4237.838867
	Iteration 16Q: 3 clusters Score -754441.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -754485.125000 Penalty: 4237.838867
	Iteration 17Q: 3 clusters Score -754485.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -754524.687500 Penalty: 4237.838867
	Iteration 18Q: 3 clusters Score -754524.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -754550.437500 Penalty: 4237.838867
	Iteration 19Q: 3 clusters Score -754550.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -754569.000000 Penalty: 4237.838867
	Iteration 20F: 3 clusters Score -754569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -754586.500000 Penalty: 4237.838867
	Iteration 21Q: 3 clusters Score -754586.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -754596.937500 Penalty: 4237.838867
	Iteration 22Q: 3 clusters Score -754596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -754606.937500 Penalty: 4237.838867
	Iteration 23Q: 3 clusters Score -754606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -754612.125000 Penalty: 4237.838867
	Iteration 24Q: 3 clusters Score -754612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -754616.625000 Penalty: 4237.838867
	Iteration 25Q: 3 clusters Score -754616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -754619.375000 Penalty: 4237.838867
	Iteration 26Q: 3 clusters Score -754619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -754619.125000 Penalty: 4237.838867
	Iteration 27Q: 3 clusters Score -754619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -754621.875000 Penalty: 4237.838867
	Iteration 28Q: 3 clusters Score -754621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -754623.875000 Penalty: 4237.838867
	Iteration 29Q: 3 clusters Score -754623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -754625.062500 Penalty: 4237.838867
	Iteration 30Q: 3 clusters Score -754625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -754624.687500 Penalty: 4237.838867
	Iteration 31Q: 3 clusters Score -754624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -754624.812500 Penalty: 4237.838867
	Iteration 32Q: 3 clusters Score -754624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -754624.750000 Penalty: 4237.838867
	Iteration 33Q: 3 clusters Score -754624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -754624.750000 Penalty: 4237.838867
	Iteration 34F: 3 clusters Score -754624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92270.476562 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92270.48 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92622.500000 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92622.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92820.562500 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92820.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92964.570312 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -92964.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93147.937500 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -93147.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93264.140625 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93264.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93365.257812 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93365.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93475.515625 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93475.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93583.039062 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93583.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93679.968750 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93679.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93749.531250 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93749.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93768.867188 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93768.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93768.867188 Penalty: 3243.634766
	Iteration 12F: 3 clusters Score -93768.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -3027186.250000 Penalty: 2454.547363
	Iteration 0F: 2 clusters Score -3027186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3013176.750000 Penalty: 4909.094727
	Iteration 0F: 3 clusters Score -3013177 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3017869.250000 Penalty: 4909.094727
	Iteration 1F: 3 clusters Score -3017869 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3018436.000000 Penalty: 4909.094727
	Iteration 2F: 3 clusters Score -3018436 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3019004.000000 Penalty: 4909.094727
	Iteration 3F: 3 clusters Score -3019004 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3019495.500000 Penalty: 4909.094727
	Iteration 4F: 3 clusters Score -3019496 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3019964.250000 Penalty: 4909.094727
	Iteration 5Q: 3 clusters Score -3019964 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3020448.500000 Penalty: 4909.094727
	Iteration 6Q: 3 clusters Score -3020448 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3020881.750000 Penalty: 4909.094727
	Iteration 7Q: 3 clusters Score -3020882 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3021313.250000 Penalty: 4909.094727
	Iteration 8Q: 3 clusters Score -3021313 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3021709.250000 Penalty: 4909.094727
	Iteration 9Q: 3 clusters Score -3021709 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3022080.000000 Penalty: 4909.094727
	Iteration 10Q: 3 clusters Score -3022080 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3022378.250000 Penalty: 4909.094727
	Iteration 11Q: 3 clusters Score -3022378 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3022610.250000 Penalty: 4909.094727
	Iteration 12Q: 3 clusters Score -3022610 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3022816.500000 Penalty: 4909.094727
	Iteration 13Q: 3 clusters Score -3022816 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3022974.000000 Penalty: 4909.094727
	Iteration 14Q: 3 clusters Score -3022974 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3023122.250000 Penalty: 4909.094727
	Iteration 15Q: 3 clusters Score -3023122 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3023207.500000 Penalty: 4909.094727
	Iteration 16Q: 3 clusters Score -3023208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3023275.750000 Penalty: 4909.094727
	Iteration 17Q: 3 clusters Score -3023276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3023325.750000 Penalty: 4909.094727
	Iteration 18Q: 3 clusters Score -3023326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3023355.000000 Penalty: 4909.094727
	Iteration 19Q: 3 clusters Score -3023355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3023370.000000 Penalty: 4909.094727
	Iteration 20F: 3 clusters Score -3023370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3023384.000000 Penalty: 4909.094727
	Iteration 21Q: 3 clusters Score -3023384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3023405.500000 Penalty: 4909.094727
	Iteration 22Q: 3 clusters Score -3023406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3023406.750000 Penalty: 4909.094727
	Iteration 23Q: 3 clusters Score -3023407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3023424.000000 Penalty: 4909.094727
	Iteration 24Q: 3 clusters Score -3023424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3023446.500000 Penalty: 4909.094727
	Iteration 25Q: 3 clusters Score -3023446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3023472.750000 Penalty: 4909.094727
	Iteration 26Q: 3 clusters Score -3023473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3023487.250000 Penalty: 4909.094727
	Iteration 27Q: 3 clusters Score -3023487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3023512.750000 Penalty: 4909.094727
	Iteration 28Q: 3 clusters Score -3023513 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3023528.500000 Penalty: 4909.094727
	Iteration 29Q: 3 clusters Score -3023528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3023550.750000 Penalty: 4909.094727
	Iteration 30Q: 3 clusters Score -3023551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3023578.000000 Penalty: 4909.094727
	Iteration 31Q: 3 clusters Score -3023578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3023594.750000 Penalty: 4909.094727
	Iteration 32Q: 3 clusters Score -3023595 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3023630.000000 Penalty: 4909.094727
	Iteration 33Q: 3 clusters Score -3023630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3023635.500000 Penalty: 4909.094727
	Iteration 34Q: 3 clusters Score -3023636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3023657.250000 Penalty: 4909.094727
	Iteration 35Q: 3 clusters Score -3023657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3023689.000000 Penalty: 4909.094727
	Iteration 36Q: 3 clusters Score -3023689 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3023734.250000 Penalty: 4909.094727
	Iteration 37Q: 3 clusters Score -3023734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3023767.750000 Penalty: 4909.094727
	Iteration 38Q: 3 clusters Score -3023768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3023801.250000 Penalty: 4909.094727
	Iteration 39Q: 3 clusters Score -3023801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3023835.500000 Penalty: 4909.094727
	Iteration 40F: 3 clusters Score -3023836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3023866.500000 Penalty: 4909.094727
	Iteration 41Q: 3 clusters Score -3023866 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3023895.750000 Penalty: 4909.094727
	Iteration 42Q: 3 clusters Score -3023896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3023942.500000 Penalty: 4909.094727
	Iteration 43Q: 3 clusters Score -3023942 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3023976 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3024020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3024078.250000 Penalty: 4909.094727
	Iteration 46Q: 3 clusters Score -3024078 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3024133 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3024208.250000 Penalty: 4909.094727
	Iteration 48Q: 3 clusters Score -3024208 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3024285.500000 Penalty: 4909.094727
	Iteration 49Q: 3 clusters Score -3024286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3024363.250000 Penalty: 4909.094727
	Iteration 50Q: 3 clusters Score -3024363 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3024417.000000 Penalty: 4909.094727
	Iteration 51Q: 3 clusters Score -3024417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3024491.000000 Penalty: 4909.094727
	Iteration 52Q: 3 clusters Score -3024491 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3024540.750000 Penalty: 4909.094727
	Iteration 53Q: 3 clusters Score -3024541 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3024583.250000 Penalty: 4909.094727
	Iteration 54Q: 3 clusters Score -3024583 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3024625.750000 Penalty: 4909.094727
	Iteration 55Q: 3 clusters Score -3024626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3024659.750000 Penalty: 4909.094727
	Iteration 56Q: 3 clusters Score -3024660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3024688.500000 Penalty: 4909.094727
	Iteration 57Q: 3 clusters Score -3024688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3024723.750000 Penalty: 4909.094727
	Iteration 58Q: 3 clusters Score -3024724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3024758.250000 Penalty: 4909.094727
	Iteration 59Q: 3 clusters Score -3024758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3024783.500000 Penalty: 4909.094727
	Iteration 60F: 3 clusters Score -3024784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3024827.750000 Penalty: 4909.094727
	Iteration 61Q: 3 clusters Score -3024828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3024852.500000 Penalty: 4909.094727
	Iteration 62Q: 3 clusters Score -3024852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3024875.000000 Penalty: 4909.094727
	Iteration 63Q: 3 clusters Score -3024875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3024886.750000 Penalty: 4909.094727
	Iteration 64Q: 3 clusters Score -3024887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3024909.250000 Penalty: 4909.094727
	Iteration 65Q: 3 clusters Score -3024909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3024917.500000 Penalty: 4909.094727
	Iteration 66Q: 3 clusters Score -3024918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3024955.250000 Penalty: 4909.094727
	Iteration 67Q: 3 clusters Score -3024955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3024976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3024978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3025008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3025026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3025040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3025047.250000 Penalty: 4909.094727
	Iteration 73Q: 3 clusters Score -3025047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3025056.250000 Penalty: 4909.094727
	Iteration 74Q: 3 clusters Score -3025056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3025070.000000 Penalty: 4909.094727
	Iteration 75Q: 3 clusters Score -3025070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3025066.000000 Penalty: 4909.094727
	Iteration 76Q: 3 clusters Score -3025066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3025076.250000 Penalty: 4909.094727
	Iteration 77Q: 3 clusters Score -3025076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3025089.000000 Penalty: 4909.094727
	Iteration 78Q: 3 clusters Score -3025089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3025098.500000 Penalty: 4909.094727
	Iteration 79Q: 3 clusters Score -3025098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3025117.000000 Penalty: 4909.094727
	Iteration 80F: 3 clusters Score -3025117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3025130.000000 Penalty: 4909.094727
	Iteration 81Q: 3 clusters Score -3025130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3025145.250000 Penalty: 4909.094727
	Iteration 82Q: 3 clusters Score -3025145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3025158.250000 Penalty: 4909.094727
	Iteration 83Q: 3 clusters Score -3025158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3025176.250000 Penalty: 4909.094727
	Iteration 84Q: 3 clusters Score -3025176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3025197.500000 Penalty: 4909.094727
	Iteration 85Q: 3 clusters Score -3025198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3025213.750000 Penalty: 4909.094727
	Iteration 86Q: 3 clusters Score -3025214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3025239.250000 Penalty: 4909.094727
	Iteration 87Q: 3 clusters Score -3025239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3025247.750000 Penalty: 4909.094727
	Iteration 88Q: 3 clusters Score -3025248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3025264.000000 Penalty: 4909.094727
	Iteration 89Q: 3 clusters Score -3025264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3025277.250000 Penalty: 4909.094727
	Iteration 90Q: 3 clusters Score -3025277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3025281.500000 Penalty: 4909.094727
	Iteration 91Q: 3 clusters Score -3025282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3025289.000000 Penalty: 4909.094727
	Iteration 92Q: 3 clusters Score -3025289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3025294.000000 Penalty: 4909.094727
	Iteration 93Q: 3 clusters Score -3025294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3025299.250000 Penalty: 4909.094727
	Iteration 94Q: 3 clusters Score -3025299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3025304.500000 Penalty: 4909.094727
	Iteration 95Q: 3 clusters Score -3025304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3025308.500000 Penalty: 4909.094727
	Iteration 96Q: 3 clusters Score -3025308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3025316.750000 Penalty: 4909.094727
	Iteration 97Q: 3 clusters Score -3025317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3025322.500000 Penalty: 4909.094727
	Iteration 98Q: 3 clusters Score -3025322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3025327.750000 Penalty: 4909.094727
	Iteration 99Q: 3 clusters Score -3025328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3025333.250000 Penalty: 4909.094727
	Iteration 100F: 3 clusters Score -3025333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3025330.000000 Penalty: 4909.094727
	Iteration 101Q: 3 clusters Score -3025330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3025332.500000 Penalty: 4909.094727
	Iteration 102Q: 3 clusters Score -3025332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3025342.250000 Penalty: 4909.094727
	Iteration 103Q: 3 clusters Score -3025342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3025339.750000 Penalty: 4909.094727
	Iteration 104Q: 3 clusters Score -3025340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3025340.500000 Penalty: 4909.094727
	Iteration 105Q: 3 clusters Score -3025340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3025345.750000 Penalty: 4909.094727
	Iteration 106Q: 3 clusters Score -3025346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3025346.000000 Penalty: 4909.094727
	Iteration 107Q: 3 clusters Score -3025346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3025339.750000 Penalty: 4909.094727
	Iteration 108Q: 3 clusters Score -3025340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3025338.250000 Penalty: 4909.094727
	Iteration 109Q: 3 clusters Score -3025338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3025338.500000 Penalty: 4909.094727
	Iteration 110Q: 3 clusters Score -3025338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3025341.250000 Penalty: 4909.094727
	Iteration 111Q: 3 clusters Score -3025341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3025344.000000 Penalty: 4909.094727
	Iteration 112Q: 3 clusters Score -3025344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3025340.750000 Penalty: 4909.094727
	Iteration 113Q: 3 clusters Score -3025341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3025347.000000 Penalty: 4909.094727
	Iteration 114Q: 3 clusters Score -3025347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3025346.000000 Penalty: 4909.094727
	Iteration 115Q: 3 clusters Score -3025346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3025345.000000 Penalty: 4909.094727
	Iteration 116Q: 3 clusters Score -3025345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3025346.750000 Penalty: 4909.094727
	Iteration 117Q: 3 clusters Score -3025347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3025349.000000 Penalty: 4909.094727
	Iteration 118Q: 3 clusters Score -3025349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3025352.000000 Penalty: 4909.094727
	Iteration 119Q: 3 clusters Score -3025352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3025353.250000 Penalty: 4909.094727
	Iteration 120F: 3 clusters Score -3025353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3025351.250000 Penalty: 4909.094727
	Iteration 121Q: 3 clusters Score -3025351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3025349.750000 Penalty: 4909.094727
	Iteration 122Q: 3 clusters Score -3025350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3025357.500000 Penalty: 4909.094727
	Iteration 123Q: 3 clusters Score -3025358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3025357.500000 Penalty: 4909.094727
	Iteration 124F: 3 clusters Score -3025358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Entering Unmasked Estep 
Score: -15328263.000000 Penalty: 2854.213867
	Iteration 0F: 2 clusters Score -1.532826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -15263658.000000 Penalty: 5708.427734
	Iteration 0F: 3 clusters Score -1.526366e+07 nChanged 46987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -15290032.000000 Penalty: 5708.427734
	Iteration 1F: 3 clusters Score -1.529003e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -15290645.000000 Penalty: 5708.427734
	Iteration 2Q: 3 clusters Score -1.529064e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -15291452.000000 Penalty: 5708.427734
	Iteration 3Q: 3 clusters Score -1.529145e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -15292313.000000 Penalty: 5708.427734
	Iteration 4Q: 3 clusters Score -1.529231e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -15293365.000000 Penalty: 5708.427734
	Iteration 5Q: 3 clusters Score -1.529336e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -15294716.000000 Penalty: 5708.427734
	Iteration 6Q: 3 clusters Score -1.529472e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -15296882.000000 Penalty: 5708.427734
	Iteration 7Q: 3 clusters Score -1.529688e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -15299753.000000 Penalty: 5708.427734
	Iteration 8F: 3 clusters Score -1.529975e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -15303762.000000 Penalty: 5708.427734
	Iteration 9F: 3 clusters Score -1.530376e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -15308302.000000 Penalty: 5708.427734
	Iteration 10F: 3 clusters Score -1.53083e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -15312450.000000 Penalty: 5708.427734
	Iteration 11F: 3 clusters Score -1.531245e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -15315735.000000 Penalty: 5708.427734
	Iteration 12Q: 3 clusters Score -1.531574e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -15317978.000000 Penalty: 5708.427734
	Iteration 13Q: 3 clusters Score -1.531798e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -15319498.000000 Penalty: 5708.427734
	Iteration 14Q: 3 clusters Score -1.53195e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -15320730.000000 Penalty: 5708.427734
	Iteration 15Q: 3 clusters Score -1.532073e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -15321705.000000 Penalty: 5708.427734
	Iteration 16Q: 3 clusters Score -1.53217e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -15322486.000000 Penalty: 5708.427734
	Iteration 17Q: 3 clusters Score -1.532249e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -15323065.000000 Penalty: 5708.427734
	Iteration 18Q: 3 clusters Score -1.532306e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -15323460.000000 Penalty: 5708.427734
	Iteration 19Q: 3 clusters Score -1.532346e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -15323864.000000 Penalty: 5708.427734
	Iteration 20F: 3 clusters Score -1.532386e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -15324238.000000 Penalty: 5708.427734
	Iteration 21Q: 3 clusters Score -1.532424e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -15324444.000000 Penalty: 5708.427734
	Iteration 22Q: 3 clusters Score -1.532444e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -15324651.000000 Penalty: 5708.427734
	Iteration 23Q: 3 clusters Score -1.532465e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -15324856.000000 Penalty: 5708.427734
	Iteration 24Q: 3 clusters Score -1.532486e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -15325068.000000 Penalty: 5708.427734
	Iteration 25Q: 3 clusters Score -1.532507e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -15325186.000000 Penalty: 5708.427734
	Iteration 26Q: 3 clusters Score -1.532519e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -15325356.000000 Penalty: 5708.427734
	Iteration 27Q: 3 clusters Score -1.532536e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -15325489.000000 Penalty: 5708.427734
	Iteration 28Q: 3 clusters Score -1.532549e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -15325581.000000 Penalty: 5708.427734
	Iteration 29Q: 3 clusters Score -1.532558e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -15325621.000000 Penalty: 5708.427734
	Iteration 30Q: 3 clusters Score -1.532562e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -15325726.000000 Penalty: 5708.427734
	Iteration 31Q: 3 clusters Score -1.532573e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -15325791.000000 Penalty: 5708.427734
	Iteration 32Q: 3 clusters Score -1.532579e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -15325847.000000 Penalty: 5708.427734
	Iteration 33Q: 3 clusters Score -1.532585e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -15325864.000000 Penalty: 5708.427734
	Iteration 34Q: 3 clusters Score -1.532586e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -15325845.000000 Penalty: 5708.427734
	Iteration 35Q: 3 clusters Score -1.532584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -15325903.000000 Penalty: 5708.427734
	Iteration 36Q: 3 clusters Score -1.53259e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -15325950.000000 Penalty: 5708.427734
	Iteration 37Q: 3 clusters Score -1.532595e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -15325946.000000 Penalty: 5708.427734
	Iteration 38Q: 3 clusters Score -1.532595e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -15325993.000000 Penalty: 5708.427734
	Iteration 39Q: 3 clusters Score -1.532599e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -15325989.000000 Penalty: 5708.427734
	Iteration 40F: 3 clusters Score -1.532599e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -15326052.000000 Penalty: 5708.427734
	Iteration 41Q: 3 clusters Score -1.532605e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -15326081.000000 Penalty: 5708.427734
	Iteration 42Q: 3 clusters Score -1.532608e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -15326059.000000 Penalty: 5708.427734
	Iteration 43Q: 3 clusters Score -1.532606e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -15326088.000000 Penalty: 5708.427734
	Iteration 44Q: 3 clusters Score -1.532609e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -15326101.000000 Penalty: 5708.427734
	Iteration 45Q: 3 clusters Score -1.53261e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -15326123.000000 Penalty: 5708.427734
	Iteration 46Q: 3 clusters Score -1.532612e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -15326163.000000 Penalty: 5708.427734
	Iteration 47Q: 3 clusters Score -1.532616e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -15326174.000000 Penalty: 5708.427734
	Iteration 48Q: 3 clusters Score -1.532617e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -15326187.000000 Penalty: 5708.427734
	Iteration 49Q: 3 clusters Score -1.532619e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -15326202.000000 Penalty: 5708.427734
	Iteration 50Q: 3 clusters Score -1.53262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -15326212.000000 Penalty: 5708.427734
	Iteration 51Q: 3 clusters Score -1.532621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -15326198.000000 Penalty: 5708.427734
	Iteration 52Q: 3 clusters Score -1.53262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -15326219.000000 Penalty: 5708.427734
	Iteration 53Q: 3 clusters Score -1.532622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -15326233.000000 Penalty: 5708.427734
	Iteration 54Q: 3 clusters Score -1.532623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -15326229.000000 Penalty: 5708.427734
	Iteration 55Q: 3 clusters Score -1.532623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -15326261.000000 Penalty: 5708.427734
	Iteration 56Q: 3 clusters Score -1.532626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -15326263.000000 Penalty: 5708.427734
	Iteration 57Q: 3 clusters Score -1.532626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -15326239.000000 Penalty: 5708.427734
	Iteration 58Q: 3 clusters Score -1.532624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -15326249.000000 Penalty: 5708.427734
	Iteration 59Q: 3 clusters Score -1.532625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -15326256.000000 Penalty: 5708.427734
	Iteration 60F: 3 clusters Score -1.532626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -15326248.000000 Penalty: 5708.427734
	Iteration 61Q: 3 clusters Score -1.532625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -15326246.000000 Penalty: 5708.427734
	Iteration 62Q: 3 clusters Score -1.532625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -15326251.000000 Penalty: 5708.427734
	Iteration 63Q: 3 clusters Score -1.532625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -15326262.000000 Penalty: 5708.427734
	Iteration 64Q: 3 clusters Score -1.532626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -15326253.000000 Penalty: 5708.427734
	Iteration 65Q: 3 clusters Score -1.532625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -15326256.000000 Penalty: 5708.427734
	Iteration 66Q: 3 clusters Score -1.532626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -15326260.000000 Penalty: 5708.427734
	Iteration 67Q: 3 clusters Score -1.532626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -15326265.000000 Penalty: 5708.427734
	Iteration 68Q: 3 clusters Score -1.532626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -15326246.000000 Penalty: 5708.427734
	Iteration 69Q: 3 clusters Score -1.532625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -15326245.000000 Penalty: 5708.427734
	Iteration 70Q: 3 clusters Score -1.532624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -15326247.000000 Penalty: 5708.427734
	Iteration 71Q: 3 clusters Score -1.532625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -15326254.000000 Penalty: 5708.427734
	Iteration 72Q: 3 clusters Score -1.532625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -15326249.000000 Penalty: 5708.427734
	Iteration 73Q: 3 clusters Score -1.532625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -15326230.000000 Penalty: 5708.427734
	Iteration 74Q: 3 clusters Score -1.532623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -15326235.000000 Penalty: 5708.427734
	Iteration 75Q: 3 clusters Score -1.532624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -15326259.000000 Penalty: 5708.427734
	Iteration 76Q: 3 clusters Score -1.532626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -15326248.000000 Penalty: 5708.427734
	Iteration 77Q: 3 clusters Score -1.532625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -15326246.000000 Penalty: 5708.427734
	Iteration 78Q: 3 clusters Score -1.532625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -15326247.000000 Penalty: 5708.427734
	Iteration 79Q: 3 clusters Score -1.532625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -15326240.000000 Penalty: 5708.427734
	Iteration 80F: 3 clusters Score -1.532624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -15326232.000000 Penalty: 5708.427734
	Iteration 81Q: 3 clusters Score -1.532623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -15326232.000000 Penalty: 5708.427734
	Iteration 82F: 3 clusters Score -1.532623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Entering Unmasked Estep 
Score: -7179159.500000 Penalty: 2672.782959
	Iteration 0F: 2 clusters Score -7179160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7146752.000000 Penalty: 5345.565918
	Iteration 0F: 3 clusters Score -7146752 nChanged 22224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -7159513.500000 Penalty: 5345.565918
	Iteration 1F: 3 clusters Score -7159514 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -7160523.500000 Penalty: 5345.565918
	Iteration 2F: 3 clusters Score -7160524 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7161855.500000 Penalty: 5345.565918
	Iteration 3F: 3 clusters Score -7161856 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7163602.500000 Penalty: 5345.565918
	Iteration 4F: 3 clusters Score -7163602 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -7165938.000000 Penalty: 5345.565918
	Iteration 5F: 3 clusters Score -7165938 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -7168413.000000 Penalty: 5345.565918
	Iteration 6F: 3 clusters Score -7168413 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7170787.000000 Penalty: 5345.565918
	Iteration 7F: 3 clusters Score -7170787 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7172801.000000 Penalty: 5345.565918
	Iteration 8F: 3 clusters Score -7172801 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7174347.000000 Penalty: 5345.565918
	Iteration 9Q: 3 clusters Score -7174347 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7175377.500000 Penalty: 5345.565918
	Iteration 10Q: 3 clusters Score -7175378 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7175964.000000 Penalty: 5345.565918
	Iteration 11Q: 3 clusters Score -7175964 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7176329.500000 Penalty: 5345.565918
	Iteration 12Q: 3 clusters Score -7176330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7176565.500000 Penalty: 5345.565918
	Iteration 13Q: 3 clusters Score -7176566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7176687.500000 Penalty: 5345.565918
	Iteration 14Q: 3 clusters Score -7176688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7176769.000000 Penalty: 5345.565918
	Iteration 15Q: 3 clusters Score -7176769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7176831.500000 Penalty: 5345.565918
	Iteration 16Q: 3 clusters Score -7176832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7176869.000000 Penalty: 5345.565918
	Iteration 17Q: 3 clusters Score -7176869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7176915.500000 Penalty: 5345.565918
	Iteration 18Q: 3 clusters Score -7176916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7176929.500000 Penalty: 5345.565918
	Iteration 19Q: 3 clusters Score -7176930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7176941.000000 Penalty: 5345.565918
	Iteration 20F: 3 clusters Score -7176941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7176953.000000 Penalty: 5345.565918
	Iteration 21Q: 3 clusters Score -7176953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7176965.500000 Penalty: 5345.565918
	Iteration 22Q: 3 clusters Score -7176966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7176982.500000 Penalty: 5345.565918
	Iteration 23Q: 3 clusters Score -7176982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7177003.000000 Penalty: 5345.565918
	Iteration 24Q: 3 clusters Score -7177003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7177021.500000 Penalty: 5345.565918
	Iteration 25Q: 3 clusters Score -7177022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7177028.500000 Penalty: 5345.565918
	Iteration 26Q: 3 clusters Score -7177028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7177031.000000 Penalty: 5345.565918
	Iteration 27Q: 3 clusters Score -7177031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7177027.000000 Penalty: 5345.565918
	Iteration 28Q: 3 clusters Score -7177027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7177030.000000 Penalty: 5345.565918
	Iteration 29Q: 3 clusters Score -7177030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7177026.000000 Penalty: 5345.565918
	Iteration 30Q: 3 clusters Score -7177026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7177036.000000 Penalty: 5345.565918
	Iteration 31Q: 3 clusters Score -7177036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7177043.000000 Penalty: 5345.565918
	Iteration 32Q: 3 clusters Score -7177043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7177045.500000 Penalty: 5345.565918
	Iteration 33Q: 3 clusters Score -7177046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7177047.000000 Penalty: 5345.565918
	Iteration 34Q: 3 clusters Score -7177047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7177049.000000 Penalty: 5345.565918
	Iteration 35Q: 3 clusters Score -7177049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7177050.000000 Penalty: 5345.565918
	Iteration 36Q: 3 clusters Score -7177050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7177051.000000 Penalty: 5345.565918
	Iteration 37Q: 3 clusters Score -7177051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7177048.500000 Penalty: 5345.565918
	Iteration 38Q: 3 clusters Score -7177048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7177053.000000 Penalty: 5345.565918
	Iteration 39Q: 3 clusters Score -7177053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7177055.500000 Penalty: 5345.565918
	Iteration 40F: 3 clusters Score -7177056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7177057.500000 Penalty: 5345.565918
	Iteration 41Q: 3 clusters Score -7177058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7177057.500000 Penalty: 5345.565918
	Iteration 42F: 3 clusters Score -7177058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Entering Unmasked Estep 
Score: -7731137.500000 Penalty: 2689.733398
	Iteration 0F: 2 clusters Score -7731138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -7696585.000000 Penalty: 5379.466797
	Iteration 0F: 3 clusters Score -7696585 nChanged 23807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -7709893.000000 Penalty: 5379.466797
	Iteration 1F: 3 clusters Score -7709893 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -7710614.500000 Penalty: 5379.466797
	Iteration 2Q: 3 clusters Score -7710614 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -7711345.500000 Penalty: 5379.466797
	Iteration 3Q: 3 clusters Score -7711346 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7712288.500000 Penalty: 5379.466797
	Iteration 4Q: 3 clusters Score -7712288 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -7713386.500000 Penalty: 5379.466797
	Iteration 5Q: 3 clusters Score -7713386 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -7714838.500000 Penalty: 5379.466797
	Iteration 6F: 3 clusters Score -7714838 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -7716704.500000 Penalty: 5379.466797
	Iteration 7F: 3 clusters Score -7716704 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7718964.000000 Penalty: 5379.466797
	Iteration 8F: 3 clusters Score -7718964 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -7721350.500000 Penalty: 5379.466797
	Iteration 9F: 3 clusters Score -7721350 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -7723737.500000 Penalty: 5379.466797
	Iteration 10F: 3 clusters Score -7723738 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7725657.500000 Penalty: 5379.466797
	Iteration 11Q: 3 clusters Score -7725658 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -7726959.000000 Penalty: 5379.466797
	Iteration 12Q: 3 clusters Score -7726959 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -7727776.500000 Penalty: 5379.466797
	Iteration 13Q: 3 clusters Score -7727776 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -7728211.000000 Penalty: 5379.466797
	Iteration 14Q: 3 clusters Score -7728211 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -7728435.000000 Penalty: 5379.466797
	Iteration 15Q: 3 clusters Score -7728435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7728580.000000 Penalty: 5379.466797
	Iteration 16Q: 3 clusters Score -7728580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -7728665.500000 Penalty: 5379.466797
	Iteration 17Q: 3 clusters Score -7728666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -7728710.000000 Penalty: 5379.466797
	Iteration 18Q: 3 clusters Score -7728710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -7728746.000000 Penalty: 5379.466797
	Iteration 19Q: 3 clusters Score -7728746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -7728777.000000 Penalty: 5379.466797
	Iteration 20F: 3 clusters Score -7728777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -7728784.500000 Penalty: 5379.466797
	Iteration 21Q: 3 clusters Score -7728784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -7728809.500000 Penalty: 5379.466797
	Iteration 22Q: 3 clusters Score -7728810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -7728827.500000 Penalty: 5379.466797
	Iteration 23Q: 3 clusters Score -7728828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -7728837.000000 Penalty: 5379.466797
	Iteration 24Q: 3 clusters Score -7728837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -7728842.500000 Penalty: 5379.466797
	Iteration 25Q: 3 clusters Score -7728842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -7728846.000000 Penalty: 5379.466797
	Iteration 26Q: 3 clusters Score -7728846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7728853.000000 Penalty: 5379.466797
	Iteration 27Q: 3 clusters Score -7728853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -7728856.000000 Penalty: 5379.466797
	Iteration 28Q: 3 clusters Score -7728856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -7728856.000000 Penalty: 5379.466797
	Iteration 29F: 3 clusters Score -7728856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54566.398438 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54566.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54835.445312 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54835.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54919.058594 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -54919.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54958.816406 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54958.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54996.496094 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55026.511719 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -55026.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55052.664062 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55052.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55075.210938 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55075.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55075.210938 Penalty: 3001.836182
	Iteration 8F: 3 clusters Score -55075.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Entering Unmasked Estep 
Score: -10440210.000000 Penalty: 2757.554443
	Iteration 0F: 2 clusters Score -1.044021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -10395012.000000 Penalty: 5515.108887
	Iteration 0F: 3 clusters Score -1.039501e+07 nChanged 31533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -10412708.000000 Penalty: 5515.108887
	Iteration 1F: 3 clusters Score -1.041271e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -10413406.000000 Penalty: 5515.108887
	Iteration 2Q: 3 clusters Score -1.041341e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -10414109.000000 Penalty: 5515.108887
	Iteration 3Q: 3 clusters Score -1.041411e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -10414915.000000 Penalty: 5515.108887
	Iteration 4Q: 3 clusters Score -1.041492e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -10416180.000000 Penalty: 5515.108887
	Iteration 5Q: 3 clusters Score -1.041618e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -10417928.000000 Penalty: 5515.108887
	Iteration 6F: 3 clusters Score -1.041793e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -10420667.000000 Penalty: 5515.108887
	Iteration 7F: 3 clusters Score -1.042067e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -10424489.000000 Penalty: 5515.108887
	Iteration 8F: 3 clusters Score -1.042449e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -10428652.000000 Penalty: 5515.108887
	Iteration 9F: 3 clusters Score -1.042865e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -10431966.000000 Penalty: 5515.108887
	Iteration 10F: 3 clusters Score -1.043197e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10433748.000000 Penalty: 5515.108887
	Iteration 11Q: 3 clusters Score -1.043375e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -10434629.000000 Penalty: 5515.108887
	Iteration 12Q: 3 clusters Score -1.043463e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -10435191.000000 Penalty: 5515.108887
	Iteration 13Q: 3 clusters Score -1.043519e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -10435708.000000 Penalty: 5515.108887
	Iteration 14Q: 3 clusters Score -1.043571e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -10436110.000000 Penalty: 5515.108887
	Iteration 15Q: 3 clusters Score -1.043611e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -10436392.000000 Penalty: 5515.108887
	Iteration 16Q: 3 clusters Score -1.043639e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -10436700.000000 Penalty: 5515.108887
	Iteration 17Q: 3 clusters Score -1.04367e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -10436976.000000 Penalty: 5515.108887
	Iteration 18Q: 3 clusters Score -1.043698e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -10437179.000000 Penalty: 5515.108887
	Iteration 19Q: 3 clusters Score -1.043718e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -10437354.000000 Penalty: 5515.108887
	Iteration 20F: 3 clusters Score -1.043735e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -10437455.000000 Penalty: 5515.108887
	Iteration 21Q: 3 clusters Score -1.043746e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -10437521.000000 Penalty: 5515.108887
	Iteration 22Q: 3 clusters Score -1.043752e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10437561.000000 Penalty: 5515.108887
	Iteration 23Q: 3 clusters Score -1.043756e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -10437634.000000 Penalty: 5515.108887
	Iteration 24Q: 3 clusters Score -1.043763e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10437702.000000 Penalty: 5515.108887
	Iteration 25Q: 3 clusters Score -1.04377e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10437740.000000 Penalty: 5515.108887
	Iteration 26Q: 3 clusters Score -1.043774e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10437779.000000 Penalty: 5515.108887
	Iteration 27Q: 3 clusters Score -1.043778e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -10437830.000000 Penalty: 5515.108887
	Iteration 28Q: 3 clusters Score -1.043783e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10437878.000000 Penalty: 5515.108887
	Iteration 29Q: 3 clusters Score -1.043788e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10437913.000000 Penalty: 5515.108887
	Iteration 30Q: 3 clusters Score -1.043791e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10437946.000000 Penalty: 5515.108887
	Iteration 31Q: 3 clusters Score -1.043795e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10437969.000000 Penalty: 5515.108887
	Iteration 32Q: 3 clusters Score -1.043797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10437963.000000 Penalty: 5515.108887
	Iteration 33Q: 3 clusters Score -1.043796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10437976.000000 Penalty: 5515.108887
	Iteration 34Q: 3 clusters Score -1.043798e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10437997.000000 Penalty: 5515.108887
	Iteration 35Q: 3 clusters Score -1.0438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10438014.000000 Penalty: 5515.108887
	Iteration 36Q: 3 clusters Score -1.043801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10438023.000000 Penalty: 5515.108887
	Iteration 37Q: 3 clusters Score -1.043802e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10438018.000000 Penalty: 5515.108887
	Iteration 38Q: 3 clusters Score -1.043802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10438037.000000 Penalty: 5515.108887
	Iteration 39Q: 3 clusters Score -1.043804e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10438050.000000 Penalty: 5515.108887
	Iteration 40F: 3 clusters Score -1.043805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10438045.000000 Penalty: 5515.108887
	Iteration 41Q: 3 clusters Score -1.043804e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10438061.000000 Penalty: 5515.108887
	Iteration 42Q: 3 clusters Score -1.043806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10438064.000000 Penalty: 5515.108887
	Iteration 43Q: 3 clusters Score -1.043806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10438081.000000 Penalty: 5515.108887
	Iteration 44Q: 3 clusters Score -1.043808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10438074.000000 Penalty: 5515.108887
	Iteration 45Q: 3 clusters Score -1.043807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10438096.000000 Penalty: 5515.108887
	Iteration 46Q: 3 clusters Score -1.04381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10438102.000000 Penalty: 5515.108887
	Iteration 47Q: 3 clusters Score -1.04381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10438113.000000 Penalty: 5515.108887
	Iteration 48Q: 3 clusters Score -1.043811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10438120.000000 Penalty: 5515.108887
	Iteration 49Q: 3 clusters Score -1.043812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10438135.000000 Penalty: 5515.108887
	Iteration 50Q: 3 clusters Score -1.043814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10438126.000000 Penalty: 5515.108887
	Iteration 51Q: 3 clusters Score -1.043813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10438138.000000 Penalty: 5515.108887
	Iteration 52Q: 3 clusters Score -1.043814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10438133.000000 Penalty: 5515.108887
	Iteration 53Q: 3 clusters Score -1.043813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10438141.000000 Penalty: 5515.108887
	Iteration 54Q: 3 clusters Score -1.043814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10438134.000000 Penalty: 5515.108887
	Iteration 55Q: 3 clusters Score -1.043813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10438149.000000 Penalty: 5515.108887
	Iteration 56Q: 3 clusters Score -1.043815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10438147.000000 Penalty: 5515.108887
	Iteration 57Q: 3 clusters Score -1.043815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10438143.000000 Penalty: 5515.108887
	Iteration 58Q: 3 clusters Score -1.043814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10438132.000000 Penalty: 5515.108887
	Iteration 59Q: 3 clusters Score -1.043813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10438130.000000 Penalty: 5515.108887
	Iteration 60F: 3 clusters Score -1.043813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10438130.000000 Penalty: 5515.108887
	Iteration 61Q: 3 clusters Score -1.043813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10438134.000000 Penalty: 5515.108887
	Iteration 62Q: 3 clusters Score -1.043813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10438135.000000 Penalty: 5515.108887
	Iteration 63Q: 3 clusters Score -1.043814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10438135.000000 Penalty: 5515.108887
	Iteration 64F: 3 clusters Score -1.043814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Entering Unmasked Estep 
Score: -3168758.250000 Penalty: 2478.492676
	Iteration 0F: 2 clusters Score -3168758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3153464.250000 Penalty: 4956.985352
	Iteration 0F: 3 clusters Score -3153464 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3158640.250000 Penalty: 4956.985352
	Iteration 1F: 3 clusters Score -3158640 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3159066.250000 Penalty: 4956.985352
	Iteration 2F: 3 clusters Score -3159066 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3159392.250000 Penalty: 4956.985352
	Iteration 3Q: 3 clusters Score -3159392 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3159663.500000 Penalty: 4956.985352
	Iteration 4Q: 3 clusters Score -3159664 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3159909.500000 Penalty: 4956.985352
	Iteration 5Q: 3 clusters Score -3159910 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3160180.250000 Penalty: 4956.985352
	Iteration 6Q: 3 clusters Score -3160180 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3160554.750000 Penalty: 4956.985352
	Iteration 7Q: 3 clusters Score -3160555 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3161029.500000 Penalty: 4956.985352
	Iteration 8Q: 3 clusters Score -3161030 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3161693.250000 Penalty: 4956.985352
	Iteration 9Q: 3 clusters Score -3161693 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3162482.750000 Penalty: 4956.985352
	Iteration 10F: 3 clusters Score -3162483 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3163378.500000 Penalty: 4956.985352
	Iteration 11F: 3 clusters Score -3163378 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3164225.250000 Penalty: 4956.985352
	Iteration 12F: 3 clusters Score -3164225 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3165077.500000 Penalty: 4956.985352
	Iteration 13Q: 3 clusters Score -3165078 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3165704.500000 Penalty: 4956.985352
	Iteration 14Q: 3 clusters Score -3165704 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3166053.750000 Penalty: 4956.985352
	Iteration 15Q: 3 clusters Score -3166054 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3166256.500000 Penalty: 4956.985352
	Iteration 16Q: 3 clusters Score -3166256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3166363.750000 Penalty: 4956.985352
	Iteration 17Q: 3 clusters Score -3166364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3166422.000000 Penalty: 4956.985352
	Iteration 18Q: 3 clusters Score -3166422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3166479.500000 Penalty: 4956.985352
	Iteration 19Q: 3 clusters Score -3166480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3166523.000000 Penalty: 4956.985352
	Iteration 20F: 3 clusters Score -3166523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3166537.250000 Penalty: 4956.985352
	Iteration 21Q: 3 clusters Score -3166537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3166544.000000 Penalty: 4956.985352
	Iteration 22Q: 3 clusters Score -3166544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3166553.250000 Penalty: 4956.985352
	Iteration 23Q: 3 clusters Score -3166553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3166561.250000 Penalty: 4956.985352
	Iteration 24Q: 3 clusters Score -3166561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3166567.000000 Penalty: 4956.985352
	Iteration 25Q: 3 clusters Score -3166567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3166571.750000 Penalty: 4956.985352
	Iteration 26Q: 3 clusters Score -3166572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3166576.750000 Penalty: 4956.985352
	Iteration 27Q: 3 clusters Score -3166577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3166582.750000 Penalty: 4956.985352
	Iteration 28Q: 3 clusters Score -3166583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3166580.750000 Penalty: 4956.985352
	Iteration 29Q: 3 clusters Score -3166581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3166576.500000 Penalty: 4956.985352
	Iteration 30Q: 3 clusters Score -3166576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3166578.250000 Penalty: 4956.985352
	Iteration 31Q: 3 clusters Score -3166578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3166584.250000 Penalty: 4956.985352
	Iteration 32Q: 3 clusters Score -3166584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3166581.250000 Penalty: 4956.985352
	Iteration 33Q: 3 clusters Score -3166581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3166584.750000 Penalty: 4956.985352
	Iteration 34Q: 3 clusters Score -3166585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3166584.750000 Penalty: 4956.985352
	Iteration 35F: 3 clusters Score -3166585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -313937.687500 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -313937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -311316.718750 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -311316.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -311764.937500 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -311764.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -311878.625000 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -311878.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -311939.062500 Penalty: 3778.164795
	Iteration 3Q: 3 clusters Score -311939.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -311969.000000 Penalty: 3778.164795
	Iteration 4Q: 3 clusters Score -311969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311995.593750 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -311995.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -312009.125000 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -312009.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -312016.218750 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -312016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -312021.406250 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -312021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -312026.343750 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -312026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -312030.968750 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -312031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -312031.406250 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -312031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -312032.906250 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -312032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -312034.562500 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -312034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -312034.937500 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -312034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -312035.687500 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -312035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -312036.031250 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -312036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -312037.218750 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -312037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -312037.906250 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -312037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -312037.906250 Penalty: 3778.164795
	Iteration 19F: 3 clusters Score -312037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 120 members 
Entering Unmasked Estep 
Score: -27964.302734 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27964.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28117.746094 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28117.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28229.146484 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -28229.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28282.537109 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28282.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28288.707031 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28288.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28288.707031 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -28288.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (109936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Entering Unmasked Estep 
Score: -17040620.000000 Penalty: 2878.697998
	Iteration 0F: 2 clusters Score -1.704062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -16975028.000000 Penalty: 5757.395996
	Iteration 0F: 3 clusters Score -1.697503e+07 nChanged 52230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -17005146.000000 Penalty: 5757.395996
	Iteration 1F: 3 clusters Score -1.700515e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -17006144.000000 Penalty: 5757.395996
	Iteration 2Q: 3 clusters Score -1.700614e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -17007550.000000 Penalty: 5757.395996
	Iteration 3Q: 3 clusters Score -1.700755e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -17009242.000000 Penalty: 5757.395996
	Iteration 4Q: 3 clusters Score -1.700924e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -17011574.000000 Penalty: 5757.395996
	Iteration 5Q: 3 clusters Score -1.701157e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -17014796.000000 Penalty: 5757.395996
	Iteration 6F: 3 clusters Score -1.70148e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -17019128.000000 Penalty: 5757.395996
	Iteration 7F: 3 clusters Score -1.701913e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -17023780.000000 Penalty: 5757.395996
	Iteration 8F: 3 clusters Score -1.702378e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -17027986.000000 Penalty: 5757.395996
	Iteration 9F: 3 clusters Score -1.702799e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -17031140.000000 Penalty: 5757.395996
	Iteration 10Q: 3 clusters Score -1.703114e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -17033226.000000 Penalty: 5757.395996
	Iteration 11Q: 3 clusters Score -1.703323e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -17034604.000000 Penalty: 5757.395996
	Iteration 12Q: 3 clusters Score -1.70346e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -17035606.000000 Penalty: 5757.395996
	Iteration 13Q: 3 clusters Score -1.703561e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -17036334.000000 Penalty: 5757.395996
	Iteration 14Q: 3 clusters Score -1.703633e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -17036772.000000 Penalty: 5757.395996
	Iteration 15Q: 3 clusters Score -1.703677e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -17037236.000000 Penalty: 5757.395996
	Iteration 16Q: 3 clusters Score -1.703724e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -17037572.000000 Penalty: 5757.395996
	Iteration 17Q: 3 clusters Score -1.703757e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -17037854.000000 Penalty: 5757.395996
	Iteration 18Q: 3 clusters Score -1.703785e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -17038160.000000 Penalty: 5757.395996
	Iteration 19Q: 3 clusters Score -1.703816e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -17038290.000000 Penalty: 5757.395996
	Iteration 20F: 3 clusters Score -1.703829e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -17038322.000000 Penalty: 5757.395996
	Iteration 21Q: 3 clusters Score -1.703832e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -17038464.000000 Penalty: 5757.395996
	Iteration 22Q: 3 clusters Score -1.703846e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -17038594.000000 Penalty: 5757.395996
	Iteration 23Q: 3 clusters Score -1.703859e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -17038670.000000 Penalty: 5757.395996
	Iteration 24Q: 3 clusters Score -1.703867e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -17038724.000000 Penalty: 5757.395996
	Iteration 25Q: 3 clusters Score -1.703872e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -17038758.000000 Penalty: 5757.395996
	Iteration 26Q: 3 clusters Score -1.703876e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -17038762.000000 Penalty: 5757.395996
	Iteration 27Q: 3 clusters Score -1.703876e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -17038798.000000 Penalty: 5757.395996
	Iteration 28Q: 3 clusters Score -1.70388e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -17038796.000000 Penalty: 5757.395996
	Iteration 29Q: 3 clusters Score -1.70388e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -17038832.000000 Penalty: 5757.395996
	Iteration 30Q: 3 clusters Score -1.703883e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -17038836.000000 Penalty: 5757.395996
	Iteration 31Q: 3 clusters Score -1.703884e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -17038836.000000 Penalty: 5757.395996
	Iteration 32Q: 3 clusters Score -1.703884e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -17038816.000000 Penalty: 5757.395996
	Iteration 33Q: 3 clusters Score -1.703882e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -17038784.000000 Penalty: 5757.395996
	Iteration 34Q: 3 clusters Score -1.703878e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -17038808.000000 Penalty: 5757.395996
	Iteration 35Q: 3 clusters Score -1.703881e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -17038814.000000 Penalty: 5757.395996
	Iteration 36Q: 3 clusters Score -1.703881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -17038820.000000 Penalty: 5757.395996
	Iteration 37Q: 3 clusters Score -1.703882e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -17038830.000000 Penalty: 5757.395996
	Iteration 38Q: 3 clusters Score -1.703883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -17038832.000000 Penalty: 5757.395996
	Iteration 39Q: 3 clusters Score -1.703883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -17038860.000000 Penalty: 5757.395996
	Iteration 40F: 3 clusters Score -1.703886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -17038854.000000 Penalty: 5757.395996
	Iteration 41Q: 3 clusters Score -1.703885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -17038860.000000 Penalty: 5757.395996
	Iteration 42Q: 3 clusters Score -1.703886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -17038868.000000 Penalty: 5757.395996
	Iteration 43Q: 3 clusters Score -1.703887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -17038882.000000 Penalty: 5757.395996
	Iteration 44Q: 3 clusters Score -1.703888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -17038882.000000 Penalty: 5757.395996
	Iteration 45Q: 3 clusters Score -1.703888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -17038888.000000 Penalty: 5757.395996
	Iteration 46Q: 3 clusters Score -1.703889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -17038894.000000 Penalty: 5757.395996
	Iteration 47Q: 3 clusters Score -1.703889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -17038902.000000 Penalty: 5757.395996
	Iteration 48Q: 3 clusters Score -1.70389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -17038910.000000 Penalty: 5757.395996
	Iteration 49Q: 3 clusters Score -1.703891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -17038900.000000 Penalty: 5757.395996
	Iteration 50Q: 3 clusters Score -1.70389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 108399 members 
Entering Unmasked Estep 
Score: -17038894.000000 Penalty: 5757.395996
	Iteration 51Q: 3 clusters Score -1.703889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -17038886.000000 Penalty: 5757.395996
	Iteration 52Q: 3 clusters Score -1.703889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -17038886.000000 Penalty: 5757.395996
	Iteration 53Q: 3 clusters Score -1.703889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -17038902.000000 Penalty: 5757.395996
	Iteration 54Q: 3 clusters Score -1.70389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -17038904.000000 Penalty: 5757.395996
	Iteration 55Q: 3 clusters Score -1.70389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -17038896.000000 Penalty: 5757.395996
	Iteration 56Q: 3 clusters Score -1.70389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -17038888.000000 Penalty: 5757.395996
	Iteration 57Q: 3 clusters Score -1.703889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -17038888.000000 Penalty: 5757.395996
	Iteration 58F: 3 clusters Score -1.703889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -367258.250000 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -367258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -364104.187500 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -364104.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -364888.437500 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -364888.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365197.718750 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -365197.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -365558.843750 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -365558.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -365872.000000 Penalty: 3947.627686
	Iteration 4F: 3 clusters Score -365872 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -366158.218750 Penalty: 3947.627686
	Iteration 5F: 3 clusters Score -366158.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -366372.812500 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -366372.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -366556.968750 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -366557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -366723.125000 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -366723.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -366843.500000 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -366843.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -366927.656250 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -366927.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -366998.625000 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -366998.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -367064.250000 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -367064.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -367154.062500 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -367154.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -367248.593750 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -367248.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -367326.593750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -367326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -367355.781250 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -367355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -367372.343750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -367372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -367379.593750 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -367379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367382.031250 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -367382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -367384.906250 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -367384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -367384.937500 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -367384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -367384.937500 Penalty: 3947.627686
	Iteration 22F: 3 clusters Score -367384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 13682 members 
Mstep: Class 5 contains 102212 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66506 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35770 members 
Mstep: Class 10 contains 121645 members 
Mstep: Class 11 contains 111957 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99601 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51313 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67452 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109936 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
Score: -137776448.000000 Penalty: 95326.062500
Splitting cluster 26 changes total score from -137777776.000000 to -137776448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 79 members 
Entering Unmasked Estep 
Score: -17315.291016 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17315.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17459.734375 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17459.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17472.300781 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17472.300781 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -17472.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -892843.937500 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -892843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -887741.937500 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -887741.9 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -889095.687500 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -889095.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -889331.375000 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -889331.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -889475.125000 Penalty: 4313.800781
	Iteration 3Q: 3 clusters Score -889475.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -889568.625000 Penalty: 4313.800781
	Iteration 4Q: 3 clusters Score -889568.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -889636.562500 Penalty: 4313.800781
	Iteration 5Q: 3 clusters Score -889636.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -889710.437500 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -889710.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -889772.625000 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -889772.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -889823.187500 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -889823.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -889879.937500 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -889879.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -889935.687500 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -889935.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -889993.812500 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -889993.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -890062.000000 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -890062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -890132.187500 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -890132.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -890196.937500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -890196.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -890272.875000 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -890272.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -890373.812500 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -890373.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -890476.937500 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -890476.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -890572.312500 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -890572.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -890672.750000 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -890672.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -890754.812500 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -890754.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -890833.187500 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -890833.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -890912.250000 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -890912.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -890990.625000 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -890990.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -891054.937500 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -891054.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -891093.125000 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -891093.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -891124.750000 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -891124.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -891139.062500 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -891139.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -891152.000000 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -891152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -891164.062500 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -891164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -891173.000000 Penalty: 4313.800781
	Iteration 30Q: 3 clusters Score -891173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -891186.062500 Penalty: 4313.800781
	Iteration 31Q: 3 clusters Score -891186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -891192.500000 Penalty: 4313.800781
	Iteration 32Q: 3 clusters Score -891192.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -891196.937500 Penalty: 4313.800781
	Iteration 33Q: 3 clusters Score -891196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -891202.250000 Penalty: 4313.800781
	Iteration 34Q: 3 clusters Score -891202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -891204.500000 Penalty: 4313.800781
	Iteration 35Q: 3 clusters Score -891204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -891206.375000 Penalty: 4313.800781
	Iteration 36Q: 3 clusters Score -891206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -891207.437500 Penalty: 4313.800781
	Iteration 37Q: 3 clusters Score -891207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -891211.000000 Penalty: 4313.800781
	Iteration 38Q: 3 clusters Score -891211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -891214.500000 Penalty: 4313.800781
	Iteration 39Q: 3 clusters Score -891214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -891214.312500 Penalty: 4313.800781
	Iteration 40F: 3 clusters Score -891214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -891217.062500 Penalty: 4313.800781
	Iteration 41Q: 3 clusters Score -891217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -891218.125000 Penalty: 4313.800781
	Iteration 42Q: 3 clusters Score -891218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -891221.687500 Penalty: 4313.800781
	Iteration 43Q: 3 clusters Score -891221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -891228.125000 Penalty: 4313.800781
	Iteration 44Q: 3 clusters Score -891228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -891234.437500 Penalty: 4313.800781
	Iteration 45Q: 3 clusters Score -891234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -891240.312500 Penalty: 4313.800781
	Iteration 46Q: 3 clusters Score -891240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -891248.812500 Penalty: 4313.800781
	Iteration 47Q: 3 clusters Score -891248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -891257.312500 Penalty: 4313.800781
	Iteration 48Q: 3 clusters Score -891257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -891268.500000 Penalty: 4313.800781
	Iteration 49Q: 3 clusters Score -891268.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -891273.625000 Penalty: 4313.800781
	Iteration 50Q: 3 clusters Score -891273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -891280.125000 Penalty: 4313.800781
	Iteration 51Q: 3 clusters Score -891280.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -891286.937500 Penalty: 4313.800781
	Iteration 52Q: 3 clusters Score -891286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -891289.500000 Penalty: 4313.800781
	Iteration 53Q: 3 clusters Score -891289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -891289.562500 Penalty: 4313.800781
	Iteration 54Q: 3 clusters Score -891289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -891293.812500 Penalty: 4313.800781
	Iteration 55Q: 3 clusters Score -891293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -891297.125000 Penalty: 4313.800781
	Iteration 56Q: 3 clusters Score -891297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -891297.312500 Penalty: 4313.800781
	Iteration 57Q: 3 clusters Score -891297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -891296.937500 Penalty: 4313.800781
	Iteration 58Q: 3 clusters Score -891296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -891299.250000 Penalty: 4313.800781
	Iteration 59Q: 3 clusters Score -891299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -891300.062500 Penalty: 4313.800781
	Iteration 60F: 3 clusters Score -891300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 13682 members 
Mstep: Class 5 contains 102212 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66506 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35770 members 
Mstep: Class 10 contains 121645 members 
Mstep: Class 11 contains 111957 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99601 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51313 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67452 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109936 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777728.000000 Penalty: 91921.562500
Iteration 199Q: 28 clusters Score -1.377777e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 13754 members 
Mstep: Class 5 contains 102230 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66485 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35772 members 
Mstep: Class 10 contains 121598 members 
Mstep: Class 11 contains 111894 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99617 members 
Mstep: Class 18 contains 47928 members 
Mstep: Class 19 contains 51333 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67462 members 
Mstep: Class 22 contains 21894 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109930 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 91921.562500
Iteration 200F: 28 clusters Score -1.377779e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66457 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35769 members 
Mstep: Class 10 contains 121541 members 
Mstep: Class 11 contains 111838 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19876 members 
Mstep: Class 17 contains 99621 members 
Mstep: Class 18 contains 47930 members 
Mstep: Class 19 contains 51346 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67475 members 
Mstep: Class 22 contains 21896 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109934 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777968.000000 Penalty: 91921.562500
Iteration 201Q: 28 clusters Score -1.37778e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 13937 members 
Mstep: Class 5 contains 102272 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66419 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35761 members 
Mstep: Class 10 contains 121498 members 
Mstep: Class 11 contains 111789 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99631 members 
Mstep: Class 18 contains 47929 members 
Mstep: Class 19 contains 51354 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67488 members 
Mstep: Class 22 contains 21898 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109933 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 91921.562500
Iteration 202Q: 28 clusters Score -1.377778e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5735 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 102310 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66383 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35753 members 
Mstep: Class 10 contains 121461 members 
Mstep: Class 11 contains 111732 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 99668 members 
Mstep: Class 18 contains 47931 members 
Mstep: Class 19 contains 51363 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67491 members 
Mstep: Class 22 contains 21894 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109919 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777872.000000 Penalty: 91921.562500
Iteration 203Q: 28 clusters Score -1.377779e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14094 members 
Mstep: Class 5 contains 102321 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66369 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35746 members 
Mstep: Class 10 contains 121415 members 
Mstep: Class 11 contains 111640 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99710 members 
Mstep: Class 18 contains 47930 members 
Mstep: Class 19 contains 51375 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67498 members 
Mstep: Class 22 contains 21891 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109928 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777872.000000 Penalty: 91921.562500
Iteration 204Q: 28 clusters Score -1.377779e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 102339 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66355 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35735 members 
Mstep: Class 10 contains 121349 members 
Mstep: Class 11 contains 111543 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 99738 members 
Mstep: Class 18 contains 47927 members 
Mstep: Class 19 contains 51389 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67511 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109947 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777888.000000 Penalty: 91921.562500
Iteration 205Q: 28 clusters Score -1.377779e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 102363 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66344 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35724 members 
Mstep: Class 10 contains 121303 members 
Mstep: Class 11 contains 111457 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 99749 members 
Mstep: Class 18 contains 47924 members 
Mstep: Class 19 contains 51402 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67533 members 
Mstep: Class 22 contains 21895 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109957 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 91921.562500
Iteration 206Q: 28 clusters Score -1.377779e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 102380 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66322 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35710 members 
Mstep: Class 10 contains 121254 members 
Mstep: Class 11 contains 111403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99758 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51405 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67562 members 
Mstep: Class 22 contains 21897 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109948 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 91921.562500
Iteration 207Q: 28 clusters Score -1.377778e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 102392 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66308 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35697 members 
Mstep: Class 10 contains 121216 members 
Mstep: Class 11 contains 111363 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99751 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51398 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67566 members 
Mstep: Class 22 contains 21898 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109943 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 91921.562500
Iteration 208Q: 28 clusters Score -1.377778e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14589 members 
Mstep: Class 5 contains 102393 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66288 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35691 members 
Mstep: Class 10 contains 121177 members 
Mstep: Class 11 contains 111291 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 99752 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51409 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67581 members 
Mstep: Class 22 contains 21895 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109951 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 91921.562500
Iteration 209Q: 28 clusters Score -1.377778e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14689 members 
Mstep: Class 5 contains 102409 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66276 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35684 members 
Mstep: Class 10 contains 121123 members 
Mstep: Class 11 contains 111206 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19871 members 
Mstep: Class 17 contains 99764 members 
Mstep: Class 18 contains 47925 members 
Mstep: Class 19 contains 51422 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67587 members 
Mstep: Class 22 contains 21896 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109961 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 91921.562500
Iteration 210Q: 28 clusters Score -1.377779e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 102448 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66258 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35672 members 
Mstep: Class 10 contains 121076 members 
Mstep: Class 11 contains 111130 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 99787 members 
Mstep: Class 18 contains 47924 members 
Mstep: Class 19 contains 51444 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67577 members 
Mstep: Class 22 contains 21892 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109948 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777920.000000 Penalty: 91921.562500
Iteration 211Q: 28 clusters Score -1.377779e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 102490 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66250 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35664 members 
Mstep: Class 10 contains 121044 members 
Mstep: Class 11 contains 111067 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 99757 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 51464 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67560 members 
Mstep: Class 22 contains 21896 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109943 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777744.000000 Penalty: 91921.562500
Iteration 212Q: 28 clusters Score -1.377777e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 102526 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66238 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35662 members 
Mstep: Class 10 contains 120990 members 
Mstep: Class 11 contains 111030 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19871 members 
Mstep: Class 17 contains 99728 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51479 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67561 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109936 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777680.000000 Penalty: 91921.562500
Iteration 213Q: 28 clusters Score -1.377777e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15053 members 
Mstep: Class 5 contains 102557 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66229 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35661 members 
Mstep: Class 10 contains 120904 members 
Mstep: Class 11 contains 111015 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 99711 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51503 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67557 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109940 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 91921.562500
Iteration 214Q: 28 clusters Score -1.377778e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 15136 members 
Mstep: Class 5 contains 102572 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66213 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35650 members 
Mstep: Class 10 contains 120837 members 
Mstep: Class 11 contains 110966 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 99718 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 51525 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67559 members 
Mstep: Class 22 contains 21891 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109960 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777744.000000 Penalty: 91921.562500
Iteration 215Q: 28 clusters Score -1.377777e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15195 members 
Mstep: Class 5 contains 102588 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66208 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35642 members 
Mstep: Class 10 contains 120803 members 
Mstep: Class 11 contains 110906 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 99737 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 19 contains 51537 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67560 members 
Mstep: Class 22 contains 21890 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109968 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777568.000000 Penalty: 91921.562500
Iteration 216Q: 28 clusters Score -1.377776e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15270 members 
Mstep: Class 5 contains 102588 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66193 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35635 members 
Mstep: Class 10 contains 120762 members 
Mstep: Class 11 contains 110859 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 99759 members 
Mstep: Class 18 contains 47913 members 
Mstep: Class 19 contains 51539 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67566 members 
Mstep: Class 22 contains 21894 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109974 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777456.000000 Penalty: 91921.562500
Iteration 217Q: 28 clusters Score -1.377775e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15341 members 
Mstep: Class 5 contains 102616 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66180 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35631 members 
Mstep: Class 10 contains 120702 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 99760 members 
Mstep: Class 18 contains 47914 members 
Mstep: Class 19 contains 51540 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67573 members 
Mstep: Class 22 contains 21897 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109987 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777392.000000 Penalty: 91921.562500
Iteration 218Q: 28 clusters Score -1.377774e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 102637 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66166 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35628 members 
Mstep: Class 10 contains 120655 members 
Mstep: Class 11 contains 110755 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 99761 members 
Mstep: Class 18 contains 47905 members 
Mstep: Class 19 contains 51553 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67570 members 
Mstep: Class 22 contains 21899 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110013 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777120.000000 Penalty: 91921.562500
Iteration 219Q: 28 clusters Score -1.377771e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 102665 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66144 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35620 members 
Mstep: Class 10 contains 120619 members 
Mstep: Class 11 contains 110684 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 99749 members 
Mstep: Class 18 contains 47900 members 
Mstep: Class 19 contains 51565 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67572 members 
Mstep: Class 22 contains 21909 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110038 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777248.000000 Penalty: 91921.562500
Iteration 220F: 28 clusters Score -1.377772e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 102689 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66124 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35616 members 
Mstep: Class 10 contains 120578 members 
Mstep: Class 11 contains 110644 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 99747 members 
Mstep: Class 18 contains 47902 members 
Mstep: Class 19 contains 51567 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67572 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110047 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777216.000000 Penalty: 91921.562500
Iteration 221Q: 28 clusters Score -1.377772e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 15655 members 
Mstep: Class 5 contains 102715 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66104 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35611 members 
Mstep: Class 10 contains 120522 members 
Mstep: Class 11 contains 110606 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 99754 members 
Mstep: Class 18 contains 47900 members 
Mstep: Class 19 contains 51572 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67581 members 
Mstep: Class 22 contains 21903 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110054 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777248.000000 Penalty: 91921.562500
Iteration 222Q: 28 clusters Score -1.377772e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 102739 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66091 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35597 members 
Mstep: Class 10 contains 120484 members 
Mstep: Class 11 contains 110544 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19861 members 
Mstep: Class 17 contains 99748 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67594 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110064 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777408.000000 Penalty: 91921.562500
Iteration 223Q: 28 clusters Score -1.377774e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 11267 members 
Mstep: Class 4 contains 15802 members 
Mstep: Class 5 contains 102746 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66085 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35587 members 
Mstep: Class 10 contains 120448 members 
Mstep: Class 11 contains 110480 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19863 members 
Mstep: Class 17 contains 99756 members 
Mstep: Class 18 contains 47891 members 
Mstep: Class 19 contains 51579 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67615 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110088 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777328.000000 Penalty: 91921.562500
Iteration 224Q: 28 clusters Score -1.377773e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 15870 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66077 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35581 members 
Mstep: Class 10 contains 120427 members 
Mstep: Class 11 contains 110417 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 99765 members 
Mstep: Class 18 contains 47884 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67626 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110095 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777168.000000 Penalty: 91921.562500
Iteration 225Q: 28 clusters Score -1.377772e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11270 members 
Mstep: Class 4 contains 15927 members 
Mstep: Class 5 contains 102771 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66078 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35575 members 
Mstep: Class 10 contains 120404 members 
Mstep: Class 11 contains 110357 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 99765 members 
Mstep: Class 18 contains 47880 members 
Mstep: Class 19 contains 51581 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67637 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110095 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777344.000000 Penalty: 91921.562500
Iteration 226Q: 28 clusters Score -1.377773e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 102796 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66067 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35568 members 
Mstep: Class 10 contains 120350 members 
Mstep: Class 11 contains 110310 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19866 members 
Mstep: Class 17 contains 99762 members 
Mstep: Class 18 contains 47877 members 
Mstep: Class 19 contains 51580 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67660 members 
Mstep: Class 22 contains 21906 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110093 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777392.000000 Penalty: 91921.562500
Iteration 227Q: 28 clusters Score -1.377774e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16085 members 
Mstep: Class 5 contains 102793 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66049 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35565 members 
Mstep: Class 10 contains 120311 members 
Mstep: Class 11 contains 110271 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 99757 members 
Mstep: Class 18 contains 47873 members 
Mstep: Class 19 contains 51579 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 21907 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110107 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777376.000000 Penalty: 91921.562500
Iteration 228Q: 28 clusters Score -1.377774e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5672 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 16176 members 
Mstep: Class 5 contains 102785 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66047 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35563 members 
Mstep: Class 10 contains 120274 members 
Mstep: Class 11 contains 110214 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19864 members 
Mstep: Class 17 contains 99754 members 
Mstep: Class 18 contains 47865 members 
Mstep: Class 19 contains 51578 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67707 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110107 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777440.000000 Penalty: 91921.562500
Iteration 229Q: 28 clusters Score -1.377774e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 11274 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 102796 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66043 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35557 members 
Mstep: Class 10 contains 120210 members 
Mstep: Class 11 contains 110165 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19864 members 
Mstep: Class 17 contains 99748 members 
Mstep: Class 18 contains 47860 members 
Mstep: Class 19 contains 51586 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67724 members 
Mstep: Class 22 contains 21909 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110114 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777376.000000 Penalty: 91921.562500
Iteration 230Q: 28 clusters Score -1.377774e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 11278 members 
Mstep: Class 4 contains 16353 members 
Mstep: Class 5 contains 102794 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66039 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 120167 members 
Mstep: Class 11 contains 110121 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 99754 members 
Mstep: Class 18 contains 47854 members 
Mstep: Class 19 contains 51581 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67734 members 
Mstep: Class 22 contains 21909 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110121 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777296.000000 Penalty: 91921.562500
Iteration 231Q: 28 clusters Score -1.377773e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 102804 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66027 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35553 members 
Mstep: Class 10 contains 120131 members 
Mstep: Class 11 contains 110073 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 99760 members 
Mstep: Class 18 contains 47847 members 
Mstep: Class 19 contains 51571 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67736 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110136 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777376.000000 Penalty: 91921.562500
Iteration 232Q: 28 clusters Score -1.377774e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 16513 members 
Mstep: Class 5 contains 102817 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66021 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35554 members 
Mstep: Class 10 contains 120080 members 
Mstep: Class 11 contains 110066 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 99715 members 
Mstep: Class 18 contains 47841 members 
Mstep: Class 19 contains 51564 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67741 members 
Mstep: Class 22 contains 21912 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110154 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777296.000000 Penalty: 91921.562500
Iteration 233Q: 28 clusters Score -1.377773e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 16602 members 
Mstep: Class 5 contains 102816 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66000 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35550 members 
Mstep: Class 10 contains 120069 members 
Mstep: Class 11 contains 110053 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 99674 members 
Mstep: Class 18 contains 47840 members 
Mstep: Class 19 contains 51561 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67735 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110171 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777232.000000 Penalty: 91921.562500
Iteration 234Q: 28 clusters Score -1.377772e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 16698 members 
Mstep: Class 5 contains 102817 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65995 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 120035 members 
Mstep: Class 11 contains 110024 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 99666 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51559 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67731 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110167 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777344.000000 Penalty: 91921.562500
Iteration 235Q: 28 clusters Score -1.377773e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5649 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 16807 members 
Mstep: Class 5 contains 102811 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65981 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 120016 members 
Mstep: Class 11 contains 109980 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19871 members 
Mstep: Class 17 contains 99666 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51553 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67729 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110155 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777296.000000 Penalty: 91921.562500
Iteration 236Q: 28 clusters Score -1.377773e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 16907 members 
Mstep: Class 5 contains 102810 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65971 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35530 members 
Mstep: Class 10 contains 119982 members 
Mstep: Class 11 contains 109956 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 99652 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51551 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67720 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110158 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777200.000000 Penalty: 91921.562500
Iteration 237Q: 28 clusters Score -1.377772e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17004 members 
Mstep: Class 5 contains 102806 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65961 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35527 members 
Mstep: Class 10 contains 119954 members 
Mstep: Class 11 contains 109946 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 99630 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51553 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67703 members 
Mstep: Class 22 contains 21909 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110158 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777088.000000 Penalty: 91921.562500
Iteration 238Q: 28 clusters Score -1.377771e+08 nChanged 435
Entering ConstructFrom: 
Score: -137777088.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Entering Unmasked Estep 
Score: -1461995.250000 Penalty: 2288.418213
	Iteration 0F: 2 clusters Score -1461995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1454203.875000 Penalty: 4576.836426
	Iteration 0F: 3 clusters Score -1454204 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1456521.125000 Penalty: 4576.836426
	Iteration 1F: 3 clusters Score -1456521 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1456830.125000 Penalty: 4576.836426
	Iteration 2F: 3 clusters Score -1456830 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1457069.000000 Penalty: 4576.836426
	Iteration 3F: 3 clusters Score -1457069 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1457263.250000 Penalty: 4576.836426
	Iteration 4Q: 3 clusters Score -1457263 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1457445.750000 Penalty: 4576.836426
	Iteration 5Q: 3 clusters Score -1457446 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1457651.625000 Penalty: 4576.836426
	Iteration 6Q: 3 clusters Score -1457652 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1457867.375000 Penalty: 4576.836426
	Iteration 7Q: 3 clusters Score -1457867 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1458104.500000 Penalty: 4576.836426
	Iteration 8Q: 3 clusters Score -1458104 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1458336.625000 Penalty: 4576.836426
	Iteration 9Q: 3 clusters Score -1458337 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1458548.750000 Penalty: 4576.836426
	Iteration 10Q: 3 clusters Score -1458549 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1458728.500000 Penalty: 4576.836426
	Iteration 11Q: 3 clusters Score -1458728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1458885.750000 Penalty: 4576.836426
	Iteration 12Q: 3 clusters Score -1458886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1459019.875000 Penalty: 4576.836426
	Iteration 13Q: 3 clusters Score -1459020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1459153.375000 Penalty: 4576.836426
	Iteration 14Q: 3 clusters Score -1459153 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1459280.500000 Penalty: 4576.836426
	Iteration 15Q: 3 clusters Score -1459280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1459393.500000 Penalty: 4576.836426
	Iteration 16Q: 3 clusters Score -1459394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1459508.625000 Penalty: 4576.836426
	Iteration 17Q: 3 clusters Score -1459509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1459603.000000 Penalty: 4576.836426
	Iteration 18Q: 3 clusters Score -1459603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1459675.375000 Penalty: 4576.836426
	Iteration 19Q: 3 clusters Score -1459675 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1459729.500000 Penalty: 4576.836426
	Iteration 20F: 3 clusters Score -1459730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1459782.750000 Penalty: 4576.836426
	Iteration 21Q: 3 clusters Score -1459783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1459826.000000 Penalty: 4576.836426
	Iteration 22Q: 3 clusters Score -1459826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1459855.250000 Penalty: 4576.836426
	Iteration 23Q: 3 clusters Score -1459855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1459878.250000 Penalty: 4576.836426
	Iteration 24Q: 3 clusters Score -1459878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1459900.375000 Penalty: 4576.836426
	Iteration 25Q: 3 clusters Score -1459900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1459923.625000 Penalty: 4576.836426
	Iteration 26Q: 3 clusters Score -1459924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1459937.375000 Penalty: 4576.836426
	Iteration 27Q: 3 clusters Score -1459937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1459948.375000 Penalty: 4576.836426
	Iteration 28Q: 3 clusters Score -1459948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1459957.500000 Penalty: 4576.836426
	Iteration 29Q: 3 clusters Score -1459958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1459964.000000 Penalty: 4576.836426
	Iteration 30Q: 3 clusters Score -1459964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1459968.750000 Penalty: 4576.836426
	Iteration 31Q: 3 clusters Score -1459969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1459972.500000 Penalty: 4576.836426
	Iteration 32Q: 3 clusters Score -1459972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1459979.250000 Penalty: 4576.836426
	Iteration 33Q: 3 clusters Score -1459979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1459980.000000 Penalty: 4576.836426
	Iteration 34Q: 3 clusters Score -1459980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1459982.875000 Penalty: 4576.836426
	Iteration 35Q: 3 clusters Score -1459983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1459991.500000 Penalty: 4576.836426
	Iteration 36Q: 3 clusters Score -1459992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1459989.625000 Penalty: 4576.836426
	Iteration 37Q: 3 clusters Score -1459990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1459992.125000 Penalty: 4576.836426
	Iteration 38Q: 3 clusters Score -1459992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1459992.000000 Penalty: 4576.836426
	Iteration 39Q: 3 clusters Score -1459992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1459990.750000 Penalty: 4576.836426
	Iteration 40F: 3 clusters Score -1459991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1459992.375000 Penalty: 4576.836426
	Iteration 41Q: 3 clusters Score -1459992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1459992.000000 Penalty: 4576.836426
	Iteration 42Q: 3 clusters Score -1459992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1459992.625000 Penalty: 4576.836426
	Iteration 43Q: 3 clusters Score -1459993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1459993.625000 Penalty: 4576.836426
	Iteration 44Q: 3 clusters Score -1459994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1459994.125000 Penalty: 4576.836426
	Iteration 45Q: 3 clusters Score -1459994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1459994.125000 Penalty: 4576.836426
	Iteration 46F: 3 clusters Score -1459994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -826221.312500 Penalty: 2142.134521
	Iteration 0F: 2 clusters Score -826221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -821335.875000 Penalty: 4284.269043
	Iteration 0F: 3 clusters Score -821335.9 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -822536.687500 Penalty: 4284.269043
	Iteration 1F: 3 clusters Score -822536.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -822770.687500 Penalty: 4284.269043
	Iteration 2F: 3 clusters Score -822770.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -822966.312500 Penalty: 4284.269043
	Iteration 3Q: 3 clusters Score -822966.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -823154.062500 Penalty: 4284.269043
	Iteration 4Q: 3 clusters Score -823154.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -823345.125000 Penalty: 4284.269043
	Iteration 5Q: 3 clusters Score -823345.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -823515.062500 Penalty: 4284.269043
	Iteration 6Q: 3 clusters Score -823515.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -823632.000000 Penalty: 4284.269043
	Iteration 7Q: 3 clusters Score -823632 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -823717.062500 Penalty: 4284.269043
	Iteration 8Q: 3 clusters Score -823717.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -823774.187500 Penalty: 4284.269043
	Iteration 9Q: 3 clusters Score -823774.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -823827.625000 Penalty: 4284.269043
	Iteration 10Q: 3 clusters Score -823827.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -823877.125000 Penalty: 4284.269043
	Iteration 11Q: 3 clusters Score -823877.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -823923.687500 Penalty: 4284.269043
	Iteration 12Q: 3 clusters Score -823923.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -823973.750000 Penalty: 4284.269043
	Iteration 13Q: 3 clusters Score -823973.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -824036.937500 Penalty: 4284.269043
	Iteration 14Q: 3 clusters Score -824036.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -824112.750000 Penalty: 4284.269043
	Iteration 15Q: 3 clusters Score -824112.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -824210.375000 Penalty: 4284.269043
	Iteration 16Q: 3 clusters Score -824210.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -824351.750000 Penalty: 4284.269043
	Iteration 17Q: 3 clusters Score -824351.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -824512.437500 Penalty: 4284.269043
	Iteration 18Q: 3 clusters Score -824512.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -824698.000000 Penalty: 4284.269043
	Iteration 19Q: 3 clusters Score -824698 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -824900.625000 Penalty: 4284.269043
	Iteration 20F: 3 clusters Score -824900.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -825077.312500 Penalty: 4284.269043
	Iteration 21Q: 3 clusters Score -825077.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -825225.625000 Penalty: 4284.269043
	Iteration 22Q: 3 clusters Score -825225.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -825320.000000 Penalty: 4284.269043
	Iteration 23Q: 3 clusters Score -825320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -825372.812500 Penalty: 4284.269043
	Iteration 24Q: 3 clusters Score -825372.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -825402.250000 Penalty: 4284.269043
	Iteration 25Q: 3 clusters Score -825402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -825412.312500 Penalty: 4284.269043
	Iteration 26Q: 3 clusters Score -825412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -825418.500000 Penalty: 4284.269043
	Iteration 27Q: 3 clusters Score -825418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -825420.812500 Penalty: 4284.269043
	Iteration 28Q: 3 clusters Score -825420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -825425.375000 Penalty: 4284.269043
	Iteration 29Q: 3 clusters Score -825425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -825426.062500 Penalty: 4284.269043
	Iteration 30Q: 3 clusters Score -825426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -825429.250000 Penalty: 4284.269043
	Iteration 31Q: 3 clusters Score -825429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -825429.250000 Penalty: 4284.269043
	Iteration 32F: 3 clusters Score -825429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Entering Unmasked Estep 
Score: -1581387.125000 Penalty: 2314.232910
	Iteration 0F: 2 clusters Score -1581387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1572962.875000 Penalty: 4628.465820
	Iteration 0F: 3 clusters Score -1572963 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1575688.250000 Penalty: 4628.465820
	Iteration 1F: 3 clusters Score -1575688 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1576223.125000 Penalty: 4628.465820
	Iteration 2F: 3 clusters Score -1576223 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1576711.875000 Penalty: 4628.465820
	Iteration 3F: 3 clusters Score -1576712 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1577134.875000 Penalty: 4628.465820
	Iteration 4F: 3 clusters Score -1577135 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1577497.750000 Penalty: 4628.465820
	Iteration 5F: 3 clusters Score -1577498 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1577859.000000 Penalty: 4628.465820
	Iteration 6Q: 3 clusters Score -1577859 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1578259.250000 Penalty: 4628.465820
	Iteration 7Q: 3 clusters Score -1578259 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1578621.500000 Penalty: 4628.465820
	Iteration 8Q: 3 clusters Score -1578622 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1578916.625000 Penalty: 4628.465820
	Iteration 9Q: 3 clusters Score -1578917 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1579167.000000 Penalty: 4628.465820
	Iteration 10Q: 3 clusters Score -1579167 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1579367.875000 Penalty: 4628.465820
	Iteration 11Q: 3 clusters Score -1579368 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1579540.750000 Penalty: 4628.465820
	Iteration 12Q: 3 clusters Score -1579541 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1579692.000000 Penalty: 4628.465820
	Iteration 13Q: 3 clusters Score -1579692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1579801.000000 Penalty: 4628.465820
	Iteration 14Q: 3 clusters Score -1579801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1579874.250000 Penalty: 4628.465820
	Iteration 15Q: 3 clusters Score -1579874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1579951.500000 Penalty: 4628.465820
	Iteration 16Q: 3 clusters Score -1579952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1580013.000000 Penalty: 4628.465820
	Iteration 17Q: 3 clusters Score -1580013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1580049.375000 Penalty: 4628.465820
	Iteration 18Q: 3 clusters Score -1580049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1580081.250000 Penalty: 4628.465820
	Iteration 19Q: 3 clusters Score -1580081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1580112.625000 Penalty: 4628.465820
	Iteration 20F: 3 clusters Score -1580113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1580146.250000 Penalty: 4628.465820
	Iteration 21Q: 3 clusters Score -1580146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1580180.125000 Penalty: 4628.465820
	Iteration 22Q: 3 clusters Score -1580180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1580202.375000 Penalty: 4628.465820
	Iteration 23Q: 3 clusters Score -1580202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1580211.375000 Penalty: 4628.465820
	Iteration 24Q: 3 clusters Score -1580211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1580220.500000 Penalty: 4628.465820
	Iteration 25Q: 3 clusters Score -1580220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1580229.125000 Penalty: 4628.465820
	Iteration 26Q: 3 clusters Score -1580229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1580237.750000 Penalty: 4628.465820
	Iteration 27Q: 3 clusters Score -1580238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1580239.000000 Penalty: 4628.465820
	Iteration 28Q: 3 clusters Score -1580239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1580244.000000 Penalty: 4628.465820
	Iteration 29Q: 3 clusters Score -1580244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1580251.500000 Penalty: 4628.465820
	Iteration 30Q: 3 clusters Score -1580252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1580258.875000 Penalty: 4628.465820
	Iteration 31Q: 3 clusters Score -1580259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1580261.875000 Penalty: 4628.465820
	Iteration 32Q: 3 clusters Score -1580262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1580263.125000 Penalty: 4628.465820
	Iteration 33Q: 3 clusters Score -1580263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1580263.625000 Penalty: 4628.465820
	Iteration 34Q: 3 clusters Score -1580264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1580265.500000 Penalty: 4628.465820
	Iteration 35Q: 3 clusters Score -1580266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1580266.000000 Penalty: 4628.465820
	Iteration 36Q: 3 clusters Score -1580266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1580268.125000 Penalty: 4628.465820
	Iteration 37Q: 3 clusters Score -1580268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1580267.875000 Penalty: 4628.465820
	Iteration 38Q: 3 clusters Score -1580268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1580269.500000 Penalty: 4628.465820
	Iteration 39Q: 3 clusters Score -1580270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1580269.500000 Penalty: 4628.465820
	Iteration 40F: 3 clusters Score -1580270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Entering Unmasked Estep 
Score: -2648569.250000 Penalty: 2417.374268
	Iteration 0F: 2 clusters Score -2648569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2636325.500000 Penalty: 4834.748535
	Iteration 0F: 3 clusters Score -2636326 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2640347.000000 Penalty: 4834.748535
	Iteration 1F: 3 clusters Score -2640347 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2640780.000000 Penalty: 4834.748535
	Iteration 2F: 3 clusters Score -2640780 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2641184.500000 Penalty: 4834.748535
	Iteration 3F: 3 clusters Score -2641184 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2641556.500000 Penalty: 4834.748535
	Iteration 4Q: 3 clusters Score -2641556 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2642031.500000 Penalty: 4834.748535
	Iteration 5Q: 3 clusters Score -2642032 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2642599.000000 Penalty: 4834.748535
	Iteration 6F: 3 clusters Score -2642599 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2643341.750000 Penalty: 4834.748535
	Iteration 7F: 3 clusters Score -2643342 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2644200.500000 Penalty: 4834.748535
	Iteration 8F: 3 clusters Score -2644200 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2645009.250000 Penalty: 4834.748535
	Iteration 9F: 3 clusters Score -2645009 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2645602.500000 Penalty: 4834.748535
	Iteration 10Q: 3 clusters Score -2645602 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2645936.250000 Penalty: 4834.748535
	Iteration 11Q: 3 clusters Score -2645936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2646156.250000 Penalty: 4834.748535
	Iteration 12Q: 3 clusters Score -2646156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2646292.500000 Penalty: 4834.748535
	Iteration 13Q: 3 clusters Score -2646292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2646364.500000 Penalty: 4834.748535
	Iteration 14Q: 3 clusters Score -2646364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2646422.500000 Penalty: 4834.748535
	Iteration 15Q: 3 clusters Score -2646422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2646454.250000 Penalty: 4834.748535
	Iteration 16Q: 3 clusters Score -2646454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2646488.250000 Penalty: 4834.748535
	Iteration 17Q: 3 clusters Score -2646488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2646510.250000 Penalty: 4834.748535
	Iteration 18Q: 3 clusters Score -2646510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2646525.250000 Penalty: 4834.748535
	Iteration 19Q: 3 clusters Score -2646525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2646540.250000 Penalty: 4834.748535
	Iteration 20F: 3 clusters Score -2646540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2646548.750000 Penalty: 4834.748535
	Iteration 21Q: 3 clusters Score -2646549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2646559.000000 Penalty: 4834.748535
	Iteration 22Q: 3 clusters Score -2646559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2646558.250000 Penalty: 4834.748535
	Iteration 23Q: 3 clusters Score -2646558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2646562.750000 Penalty: 4834.748535
	Iteration 24Q: 3 clusters Score -2646563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2646562.250000 Penalty: 4834.748535
	Iteration 25Q: 3 clusters Score -2646562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2646561.250000 Penalty: 4834.748535
	Iteration 26Q: 3 clusters Score -2646561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2646563.250000 Penalty: 4834.748535
	Iteration 27Q: 3 clusters Score -2646563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2646569.500000 Penalty: 4834.748535
	Iteration 28Q: 3 clusters Score -2646570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2646569.250000 Penalty: 4834.748535
	Iteration 29Q: 3 clusters Score -2646569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2646572.750000 Penalty: 4834.748535
	Iteration 30Q: 3 clusters Score -2646573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2646575.750000 Penalty: 4834.748535
	Iteration 31Q: 3 clusters Score -2646576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2646579.500000 Penalty: 4834.748535
	Iteration 32Q: 3 clusters Score -2646580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2646579.500000 Penalty: 4834.748535
	Iteration 33F: 3 clusters Score -2646580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Entering Unmasked Estep 
Score: -15825172.000000 Penalty: 2862.058838
	Iteration 0F: 2 clusters Score -1.582517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -15761299.000000 Penalty: 5724.117676
	Iteration 0F: 3 clusters Score -1.57613e+07 nChanged 48286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -15788743.000000 Penalty: 5724.117676
	Iteration 1F: 3 clusters Score -1.578874e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -15789319.000000 Penalty: 5724.117676
	Iteration 2Q: 3 clusters Score -1.578932e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -15790125.000000 Penalty: 5724.117676
	Iteration 3Q: 3 clusters Score -1.579012e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -15791057.000000 Penalty: 5724.117676
	Iteration 4Q: 3 clusters Score -1.579106e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -15792459.000000 Penalty: 5724.117676
	Iteration 5Q: 3 clusters Score -1.579246e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -15794557.000000 Penalty: 5724.117676
	Iteration 6Q: 3 clusters Score -1.579456e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -15797984.000000 Penalty: 5724.117676
	Iteration 7F: 3 clusters Score -1.579798e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -15803143.000000 Penalty: 5724.117676
	Iteration 8F: 3 clusters Score -1.580314e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -15809753.000000 Penalty: 5724.117676
	Iteration 9F: 3 clusters Score -1.580975e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -15815813.000000 Penalty: 5724.117676
	Iteration 10F: 3 clusters Score -1.581581e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -15819798.000000 Penalty: 5724.117676
	Iteration 11Q: 3 clusters Score -1.58198e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -15821823.000000 Penalty: 5724.117676
	Iteration 12Q: 3 clusters Score -1.582182e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -15822561.000000 Penalty: 5724.117676
	Iteration 13Q: 3 clusters Score -1.582256e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -15822924.000000 Penalty: 5724.117676
	Iteration 14Q: 3 clusters Score -1.582292e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -15823079.000000 Penalty: 5724.117676
	Iteration 15Q: 3 clusters Score -1.582308e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -15823148.000000 Penalty: 5724.117676
	Iteration 16Q: 3 clusters Score -1.582315e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -15823225.000000 Penalty: 5724.117676
	Iteration 17Q: 3 clusters Score -1.582322e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15823272.000000 Penalty: 5724.117676
	Iteration 18Q: 3 clusters Score -1.582327e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -15823231.000000 Penalty: 5724.117676
	Iteration 19Q: 3 clusters Score -1.582323e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -15823256.000000 Penalty: 5724.117676
	Iteration 20F: 3 clusters Score -1.582326e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15823305.000000 Penalty: 5724.117676
	Iteration 21Q: 3 clusters Score -1.58233e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15823273.000000 Penalty: 5724.117676
	Iteration 22Q: 3 clusters Score -1.582327e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -15823259.000000 Penalty: 5724.117676
	Iteration 23Q: 3 clusters Score -1.582326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15823281.000000 Penalty: 5724.117676
	Iteration 24Q: 3 clusters Score -1.582328e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -15823287.000000 Penalty: 5724.117676
	Iteration 25Q: 3 clusters Score -1.582329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15823283.000000 Penalty: 5724.117676
	Iteration 26Q: 3 clusters Score -1.582328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -15823290.000000 Penalty: 5724.117676
	Iteration 27Q: 3 clusters Score -1.582329e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15823328.000000 Penalty: 5724.117676
	Iteration 28Q: 3 clusters Score -1.582333e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15823329.000000 Penalty: 5724.117676
	Iteration 29Q: 3 clusters Score -1.582333e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15823282.000000 Penalty: 5724.117676
	Iteration 30Q: 3 clusters Score -1.582328e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -15823319.000000 Penalty: 5724.117676
	Iteration 31Q: 3 clusters Score -1.582332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -15823316.000000 Penalty: 5724.117676
	Iteration 32Q: 3 clusters Score -1.582332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15823310.000000 Penalty: 5724.117676
	Iteration 33Q: 3 clusters Score -1.582331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15823289.000000 Penalty: 5724.117676
	Iteration 34Q: 3 clusters Score -1.582329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15823291.000000 Penalty: 5724.117676
	Iteration 35Q: 3 clusters Score -1.582329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15823284.000000 Penalty: 5724.117676
	Iteration 36Q: 3 clusters Score -1.582328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15823262.000000 Penalty: 5724.117676
	Iteration 37Q: 3 clusters Score -1.582326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15823238.000000 Penalty: 5724.117676
	Iteration 38Q: 3 clusters Score -1.582324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15823237.000000 Penalty: 5724.117676
	Iteration 39Q: 3 clusters Score -1.582324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -15823247.000000 Penalty: 5724.117676
	Iteration 40F: 3 clusters Score -1.582325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15823258.000000 Penalty: 5724.117676
	Iteration 41Q: 3 clusters Score -1.582326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15823265.000000 Penalty: 5724.117676
	Iteration 42Q: 3 clusters Score -1.582326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15823268.000000 Penalty: 5724.117676
	Iteration 43Q: 3 clusters Score -1.582327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15823261.000000 Penalty: 5724.117676
	Iteration 44Q: 3 clusters Score -1.582326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15823261.000000 Penalty: 5724.117676
	Iteration 45Q: 3 clusters Score -1.582326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15823280.000000 Penalty: 5724.117676
	Iteration 46Q: 3 clusters Score -1.582328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15823281.000000 Penalty: 5724.117676
	Iteration 47Q: 3 clusters Score -1.582328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15823291.000000 Penalty: 5724.117676
	Iteration 48Q: 3 clusters Score -1.582329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -15823291.000000 Penalty: 5724.117676
	Iteration 49Q: 3 clusters Score -1.582329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15823292.000000 Penalty: 5724.117676
	Iteration 50Q: 3 clusters Score -1.582329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15823274.000000 Penalty: 5724.117676
	Iteration 51Q: 3 clusters Score -1.582327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15823275.000000 Penalty: 5724.117676
	Iteration 52Q: 3 clusters Score -1.582328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15823284.000000 Penalty: 5724.117676
	Iteration 53Q: 3 clusters Score -1.582328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15823302.000000 Penalty: 5724.117676
	Iteration 54Q: 3 clusters Score -1.58233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15823315.000000 Penalty: 5724.117676
	Iteration 55Q: 3 clusters Score -1.582332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15823310.000000 Penalty: 5724.117676
	Iteration 56Q: 3 clusters Score -1.582331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15823287.000000 Penalty: 5724.117676
	Iteration 57Q: 3 clusters Score -1.582329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15823290.000000 Penalty: 5724.117676
	Iteration 58Q: 3 clusters Score -1.582329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15823288.000000 Penalty: 5724.117676
	Iteration 59Q: 3 clusters Score -1.582329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15823288.000000 Penalty: 5724.117676
	Iteration 60F: 3 clusters Score -1.582329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15823282.000000 Penalty: 5724.117676
	Iteration 61Q: 3 clusters Score -1.582328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15823292.000000 Penalty: 5724.117676
	Iteration 62Q: 3 clusters Score -1.582329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15823290.000000 Penalty: 5724.117676
	Iteration 63Q: 3 clusters Score -1.582329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15823293.000000 Penalty: 5724.117676
	Iteration 64Q: 3 clusters Score -1.582329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15823291.000000 Penalty: 5724.117676
	Iteration 65Q: 3 clusters Score -1.582329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15823291.000000 Penalty: 5724.117676
	Iteration 66Q: 3 clusters Score -1.582329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15823293.000000 Penalty: 5724.117676
	Iteration 67Q: 3 clusters Score -1.582329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15823293.000000 Penalty: 5724.117676
	Iteration 68F: 3 clusters Score -1.582329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160845.421875 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160845.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161603.390625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161603.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162342.000000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163112.359375 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -163112.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163652.437500 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -163652.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163842.968750 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -163843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -163997.781250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163997.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164283.203125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -164283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164333.031250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -164333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -164353.765625 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -164353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -164360.265625 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -164360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164365.234375 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -164365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164365.234375 Penalty: 3514.606934
	Iteration 12F: 3 clusters Score -164365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 102802 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 65949 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 119956 members 
Mstep: Class 11 contains 109914 members 
Mstep: Class 12 contains 775 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99589 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51559 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110156 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137776768.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137777088.000000 to -137776768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (65949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Entering Unmasked Estep 
Score: -10289950.000000 Penalty: 2751.965820
	Iteration 0F: 2 clusters Score -1.028995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -10246070.000000 Penalty: 5503.931641
	Iteration 0F: 3 clusters Score -1.024607e+07 nChanged 30749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -10263314.000000 Penalty: 5503.931641
	Iteration 1F: 3 clusters Score -1.026331e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -10264205.000000 Penalty: 5503.931641
	Iteration 2Q: 3 clusters Score -1.02642e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -10265156.000000 Penalty: 5503.931641
	Iteration 3Q: 3 clusters Score -1.026516e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -10266441.000000 Penalty: 5503.931641
	Iteration 4Q: 3 clusters Score -1.026644e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -10267808.000000 Penalty: 5503.931641
	Iteration 5Q: 3 clusters Score -1.026781e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -10269396.000000 Penalty: 5503.931641
	Iteration 6Q: 3 clusters Score -1.02694e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -10271339.000000 Penalty: 5503.931641
	Iteration 7F: 3 clusters Score -1.027134e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -10273654.000000 Penalty: 5503.931641
	Iteration 8F: 3 clusters Score -1.027365e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -10275962.000000 Penalty: 5503.931641
	Iteration 9F: 3 clusters Score -1.027596e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -10277618.000000 Penalty: 5503.931641
	Iteration 10Q: 3 clusters Score -1.027762e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -10278433.000000 Penalty: 5503.931641
	Iteration 11Q: 3 clusters Score -1.027843e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -10278885.000000 Penalty: 5503.931641
	Iteration 12Q: 3 clusters Score -1.027888e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -10279216.000000 Penalty: 5503.931641
	Iteration 13Q: 3 clusters Score -1.027922e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -10279515.000000 Penalty: 5503.931641
	Iteration 14Q: 3 clusters Score -1.027952e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -10279879.000000 Penalty: 5503.931641
	Iteration 15Q: 3 clusters Score -1.027988e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -10280316.000000 Penalty: 5503.931641
	Iteration 16Q: 3 clusters Score -1.028032e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -10280806.000000 Penalty: 5503.931641
	Iteration 17Q: 3 clusters Score -1.028081e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -10281279.000000 Penalty: 5503.931641
	Iteration 18Q: 3 clusters Score -1.028128e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -10281752.000000 Penalty: 5503.931641
	Iteration 19Q: 3 clusters Score -1.028175e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -10282174.000000 Penalty: 5503.931641
	Iteration 20F: 3 clusters Score -1.028217e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -10282606.000000 Penalty: 5503.931641
	Iteration 21Q: 3 clusters Score -1.028261e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -10283021.000000 Penalty: 5503.931641
	Iteration 22Q: 3 clusters Score -1.028302e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -10283409.000000 Penalty: 5503.931641
	Iteration 23Q: 3 clusters Score -1.028341e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -10283773.000000 Penalty: 5503.931641
	Iteration 24Q: 3 clusters Score -1.028377e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -10284183.000000 Penalty: 5503.931641
	Iteration 25Q: 3 clusters Score -1.028418e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -10284562.000000 Penalty: 5503.931641
	Iteration 26Q: 3 clusters Score -1.028456e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -10284859.000000 Penalty: 5503.931641
	Iteration 27Q: 3 clusters Score -1.028486e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -10285194.000000 Penalty: 5503.931641
	Iteration 28Q: 3 clusters Score -1.028519e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -10285529.000000 Penalty: 5503.931641
	Iteration 29Q: 3 clusters Score -1.028553e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -10285775.000000 Penalty: 5503.931641
	Iteration 30Q: 3 clusters Score -1.028578e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -10286042.000000 Penalty: 5503.931641
	Iteration 31Q: 3 clusters Score -1.028604e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -10286226.000000 Penalty: 5503.931641
	Iteration 32Q: 3 clusters Score -1.028623e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -10286377.000000 Penalty: 5503.931641
	Iteration 33Q: 3 clusters Score -1.028638e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -10286548.000000 Penalty: 5503.931641
	Iteration 34Q: 3 clusters Score -1.028655e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -10286721.000000 Penalty: 5503.931641
	Iteration 35Q: 3 clusters Score -1.028672e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -10286816.000000 Penalty: 5503.931641
	Iteration 36Q: 3 clusters Score -1.028682e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10286898.000000 Penalty: 5503.931641
	Iteration 37Q: 3 clusters Score -1.02869e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10286998.000000 Penalty: 5503.931641
	Iteration 38Q: 3 clusters Score -1.0287e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -10287084.000000 Penalty: 5503.931641
	Iteration 39Q: 3 clusters Score -1.028708e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10287162.000000 Penalty: 5503.931641
	Iteration 40F: 3 clusters Score -1.028716e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -10287239.000000 Penalty: 5503.931641
	Iteration 41Q: 3 clusters Score -1.028724e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10287278.000000 Penalty: 5503.931641
	Iteration 42Q: 3 clusters Score -1.028728e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10287330.000000 Penalty: 5503.931641
	Iteration 43Q: 3 clusters Score -1.028733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10287361.000000 Penalty: 5503.931641
	Iteration 44Q: 3 clusters Score -1.028736e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10287380.000000 Penalty: 5503.931641
	Iteration 45Q: 3 clusters Score -1.028738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10287409.000000 Penalty: 5503.931641
	Iteration 46Q: 3 clusters Score -1.028741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10287420.000000 Penalty: 5503.931641
	Iteration 47Q: 3 clusters Score -1.028742e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10287442.000000 Penalty: 5503.931641
	Iteration 48Q: 3 clusters Score -1.028744e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10287481.000000 Penalty: 5503.931641
	Iteration 49Q: 3 clusters Score -1.028748e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10287497.000000 Penalty: 5503.931641
	Iteration 50Q: 3 clusters Score -1.02875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10287502.000000 Penalty: 5503.931641
	Iteration 51Q: 3 clusters Score -1.02875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10287521.000000 Penalty: 5503.931641
	Iteration 52Q: 3 clusters Score -1.028752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10287524.000000 Penalty: 5503.931641
	Iteration 53Q: 3 clusters Score -1.028752e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10287545.000000 Penalty: 5503.931641
	Iteration 54Q: 3 clusters Score -1.028754e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10287544.000000 Penalty: 5503.931641
	Iteration 55Q: 3 clusters Score -1.028754e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10287562.000000 Penalty: 5503.931641
	Iteration 56Q: 3 clusters Score -1.028756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10287579.000000 Penalty: 5503.931641
	Iteration 57Q: 3 clusters Score -1.028758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10287573.000000 Penalty: 5503.931641
	Iteration 58Q: 3 clusters Score -1.028757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10287599.000000 Penalty: 5503.931641
	Iteration 59Q: 3 clusters Score -1.02876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10287599.000000 Penalty: 5503.931641
	Iteration 60F: 3 clusters Score -1.02876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10287596.000000 Penalty: 5503.931641
	Iteration 61Q: 3 clusters Score -1.02876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10287606.000000 Penalty: 5503.931641
	Iteration 62Q: 3 clusters Score -1.028761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10287608.000000 Penalty: 5503.931641
	Iteration 63Q: 3 clusters Score -1.028761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10287622.000000 Penalty: 5503.931641
	Iteration 64Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10287619.000000 Penalty: 5503.931641
	Iteration 65Q: 3 clusters Score -1.028762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10287628.000000 Penalty: 5503.931641
	Iteration 66Q: 3 clusters Score -1.028763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10287620.000000 Penalty: 5503.931641
	Iteration 67Q: 3 clusters Score -1.028762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10287623.000000 Penalty: 5503.931641
	Iteration 68Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10287612.000000 Penalty: 5503.931641
	Iteration 69Q: 3 clusters Score -1.028761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -10287615.000000 Penalty: 5503.931641
	Iteration 70Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10287621.000000 Penalty: 5503.931641
	Iteration 71Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10287622.000000 Penalty: 5503.931641
	Iteration 72Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10287620.000000 Penalty: 5503.931641
	Iteration 73Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10287620.000000 Penalty: 5503.931641
	Iteration 74Q: 3 clusters Score -1.028762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10287622.000000 Penalty: 5503.931641
	Iteration 75Q: 3 clusters Score -1.028762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10287617.000000 Penalty: 5503.931641
	Iteration 76Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -10287621.000000 Penalty: 5503.931641
	Iteration 77Q: 3 clusters Score -1.028762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10287625.000000 Penalty: 5503.931641
	Iteration 78Q: 3 clusters Score -1.028762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10287624.000000 Penalty: 5503.931641
	Iteration 79Q: 3 clusters Score -1.028762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10287624.000000 Penalty: 5503.931641
	Iteration 80F: 3 clusters Score -1.028762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 100 members 
Entering Unmasked Estep 
Score: -17610.320312 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17610.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17682.093750 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17682.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17698.664062 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17698.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17709.287109 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17709.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17712.068359 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17712.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17719.800781 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -17719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17721.207031 Penalty: 2594.629883
	Iteration 6Q: 3 clusters Score -17721.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17722.152344 Penalty: 2594.629883
	Iteration 7Q: 3 clusters Score -17722.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17724.224609 Penalty: 2594.629883
	Iteration 8Q: 3 clusters Score -17724.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17724.224609 Penalty: 2594.629883
	Iteration 9F: 3 clusters Score -17724.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Entering Unmasked Estep 
Score: -5448073.000000 Penalty: 2598.514160
	Iteration 0F: 2 clusters Score -5448073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5423719.500000 Penalty: 5197.028320
	Iteration 0F: 3 clusters Score -5423720 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5432620.500000 Penalty: 5197.028320
	Iteration 1F: 3 clusters Score -5432620 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5433044.000000 Penalty: 5197.028320
	Iteration 2Q: 3 clusters Score -5433044 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5433399.000000 Penalty: 5197.028320
	Iteration 3Q: 3 clusters Score -5433399 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5433733.000000 Penalty: 5197.028320
	Iteration 4Q: 3 clusters Score -5433733 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5434201.000000 Penalty: 5197.028320
	Iteration 5Q: 3 clusters Score -5434201 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5434723.500000 Penalty: 5197.028320
	Iteration 6Q: 3 clusters Score -5434724 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5435465.000000 Penalty: 5197.028320
	Iteration 7Q: 3 clusters Score -5435465 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5436558.000000 Penalty: 5197.028320
	Iteration 8Q: 3 clusters Score -5436558 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5437972.000000 Penalty: 5197.028320
	Iteration 9F: 3 clusters Score -5437972 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5439623.500000 Penalty: 5197.028320
	Iteration 10F: 3 clusters Score -5439624 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -5441329.500000 Penalty: 5197.028320
	Iteration 11F: 3 clusters Score -5441330 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5442812.500000 Penalty: 5197.028320
	Iteration 12Q: 3 clusters Score -5442812 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5443850.500000 Penalty: 5197.028320
	Iteration 13Q: 3 clusters Score -5443850 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5444567.500000 Penalty: 5197.028320
	Iteration 14Q: 3 clusters Score -5444568 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5445035.500000 Penalty: 5197.028320
	Iteration 15Q: 3 clusters Score -5445036 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5445315.500000 Penalty: 5197.028320
	Iteration 16Q: 3 clusters Score -5445316 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -5445501.500000 Penalty: 5197.028320
	Iteration 17Q: 3 clusters Score -5445502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -5445610.500000 Penalty: 5197.028320
	Iteration 18Q: 3 clusters Score -5445610 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5445691.500000 Penalty: 5197.028320
	Iteration 19Q: 3 clusters Score -5445692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5445745.500000 Penalty: 5197.028320
	Iteration 20F: 3 clusters Score -5445746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5445810.000000 Penalty: 5197.028320
	Iteration 21Q: 3 clusters Score -5445810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5445837.500000 Penalty: 5197.028320
	Iteration 22Q: 3 clusters Score -5445838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5445863.500000 Penalty: 5197.028320
	Iteration 23Q: 3 clusters Score -5445864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5445884.000000 Penalty: 5197.028320
	Iteration 24Q: 3 clusters Score -5445884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5445898.500000 Penalty: 5197.028320
	Iteration 25Q: 3 clusters Score -5445898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5445896.000000 Penalty: 5197.028320
	Iteration 26Q: 3 clusters Score -5445896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5445908.500000 Penalty: 5197.028320
	Iteration 27Q: 3 clusters Score -5445908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5445907.500000 Penalty: 5197.028320
	Iteration 28Q: 3 clusters Score -5445908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5445904.000000 Penalty: 5197.028320
	Iteration 29Q: 3 clusters Score -5445904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -5445904.500000 Penalty: 5197.028320
	Iteration 30Q: 3 clusters Score -5445904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -5445914.000000 Penalty: 5197.028320
	Iteration 31Q: 3 clusters Score -5445914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -5445916.000000 Penalty: 5197.028320
	Iteration 32Q: 3 clusters Score -5445916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5445917.000000 Penalty: 5197.028320
	Iteration 33Q: 3 clusters Score -5445917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5445922.000000 Penalty: 5197.028320
	Iteration 34Q: 3 clusters Score -5445922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5445923.000000 Penalty: 5197.028320
	Iteration 35Q: 3 clusters Score -5445923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5445923.000000 Penalty: 5197.028320
	Iteration 36Q: 3 clusters Score -5445923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5445923.000000 Penalty: 5197.028320
	Iteration 37Q: 3 clusters Score -5445923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5445929.000000 Penalty: 5197.028320
	Iteration 38Q: 3 clusters Score -5445929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5445924.500000 Penalty: 5197.028320
	Iteration 39Q: 3 clusters Score -5445924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5445932.000000 Penalty: 5197.028320
	Iteration 40F: 3 clusters Score -5445932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5445943.000000 Penalty: 5197.028320
	Iteration 41Q: 3 clusters Score -5445943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5445939.000000 Penalty: 5197.028320
	Iteration 42Q: 3 clusters Score -5445939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5445935.500000 Penalty: 5197.028320
	Iteration 43Q: 3 clusters Score -5445936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5445933.000000 Penalty: 5197.028320
	Iteration 44Q: 3 clusters Score -5445933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5445942.000000 Penalty: 5197.028320
	Iteration 45Q: 3 clusters Score -5445942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5445945.500000 Penalty: 5197.028320
	Iteration 46Q: 3 clusters Score -5445946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5445942.500000 Penalty: 5197.028320
	Iteration 47Q: 3 clusters Score -5445942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5445947.500000 Penalty: 5197.028320
	Iteration 48Q: 3 clusters Score -5445948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5445949.500000 Penalty: 5197.028320
	Iteration 49Q: 3 clusters Score -5445950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -5445944.500000 Penalty: 5197.028320
	Iteration 50Q: 3 clusters Score -5445944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5445940.500000 Penalty: 5197.028320
	Iteration 51Q: 3 clusters Score -5445940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5445942.500000 Penalty: 5197.028320
	Iteration 52Q: 3 clusters Score -5445942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5445946.500000 Penalty: 5197.028320
	Iteration 53Q: 3 clusters Score -5445946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5445943.000000 Penalty: 5197.028320
	Iteration 54Q: 3 clusters Score -5445943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5445943.000000 Penalty: 5197.028320
	Iteration 55F: 3 clusters Score -5445943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119956 members 
Entering Unmasked Estep 
Score: -18459996.000000 Penalty: 2900.330322
	Iteration 0F: 2 clusters Score -1.846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -18384268.000000 Penalty: 5800.660645
	Iteration 0F: 3 clusters Score -1.838427e+07 nChanged 57092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -18417038.000000 Penalty: 5800.660645
	Iteration 1F: 3 clusters Score -1.841704e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -18418000.000000 Penalty: 5800.660645
	Iteration 2Q: 3 clusters Score -1.8418e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -18419286.000000 Penalty: 5800.660645
	Iteration 3Q: 3 clusters Score -1.841929e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -18421090.000000 Penalty: 5800.660645
	Iteration 4Q: 3 clusters Score -1.842109e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -18423834.000000 Penalty: 5800.660645
	Iteration 5Q: 3 clusters Score -1.842383e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -18428264.000000 Penalty: 5800.660645
	Iteration 6F: 3 clusters Score -1.842826e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -18434590.000000 Penalty: 5800.660645
	Iteration 7F: 3 clusters Score -1.843459e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -18441422.000000 Penalty: 5800.660645
	Iteration 8F: 3 clusters Score -1.844142e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -18445384.000000 Penalty: 5800.660645
	Iteration 9F: 3 clusters Score -1.844538e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -18447146.000000 Penalty: 5800.660645
	Iteration 10Q: 3 clusters Score -1.844715e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -18448098.000000 Penalty: 5800.660645
	Iteration 11Q: 3 clusters Score -1.84481e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -18448818.000000 Penalty: 5800.660645
	Iteration 12Q: 3 clusters Score -1.844882e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -18449696.000000 Penalty: 5800.660645
	Iteration 13Q: 3 clusters Score -1.84497e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -18450470.000000 Penalty: 5800.660645
	Iteration 14Q: 3 clusters Score -1.845047e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -18451314.000000 Penalty: 5800.660645
	Iteration 15Q: 3 clusters Score -1.845131e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -18452024.000000 Penalty: 5800.660645
	Iteration 16Q: 3 clusters Score -1.845202e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -18452786.000000 Penalty: 5800.660645
	Iteration 17Q: 3 clusters Score -1.845279e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -18453418.000000 Penalty: 5800.660645
	Iteration 18Q: 3 clusters Score -1.845342e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -18454024.000000 Penalty: 5800.660645
	Iteration 19Q: 3 clusters Score -1.845402e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -18454510.000000 Penalty: 5800.660645
	Iteration 20F: 3 clusters Score -1.845451e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -18455074.000000 Penalty: 5800.660645
	Iteration 21Q: 3 clusters Score -1.845507e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -18455564.000000 Penalty: 5800.660645
	Iteration 22Q: 3 clusters Score -1.845556e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -18456034.000000 Penalty: 5800.660645
	Iteration 23Q: 3 clusters Score -1.845603e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -18456436.000000 Penalty: 5800.660645
	Iteration 24Q: 3 clusters Score -1.845644e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -18456892.000000 Penalty: 5800.660645
	Iteration 25Q: 3 clusters Score -1.845689e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -18457310.000000 Penalty: 5800.660645
	Iteration 26Q: 3 clusters Score -1.845731e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -18457686.000000 Penalty: 5800.660645
	Iteration 27Q: 3 clusters Score -1.845769e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -18458088.000000 Penalty: 5800.660645
	Iteration 28Q: 3 clusters Score -1.845809e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -18458488.000000 Penalty: 5800.660645
	Iteration 29Q: 3 clusters Score -1.845849e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -18458836.000000 Penalty: 5800.660645
	Iteration 30Q: 3 clusters Score -1.845884e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -18459196.000000 Penalty: 5800.660645
	Iteration 31Q: 3 clusters Score -1.84592e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -18459426.000000 Penalty: 5800.660645
	Iteration 32Q: 3 clusters Score -1.845943e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -18459646.000000 Penalty: 5800.660645
	Iteration 33Q: 3 clusters Score -1.845965e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -18459892.000000 Penalty: 5800.660645
	Iteration 34Q: 3 clusters Score -1.845989e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -18460166.000000 Penalty: 5800.660645
	Iteration 35Q: 3 clusters Score -1.846017e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -18460288.000000 Penalty: 5800.660645
	Iteration 36Q: 3 clusters Score -1.846029e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -18460320.000000 Penalty: 5800.660645
	Iteration 37Q: 3 clusters Score -1.846032e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -18460326.000000 Penalty: 5800.660645
	Iteration 38Q: 3 clusters Score -1.846033e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -18460358.000000 Penalty: 5800.660645
	Iteration 39Q: 3 clusters Score -1.846036e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -18460372.000000 Penalty: 5800.660645
	Iteration 40F: 3 clusters Score -1.846037e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -18460330.000000 Penalty: 5800.660645
	Iteration 41Q: 3 clusters Score -1.846033e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -18460308.000000 Penalty: 5800.660645
	Iteration 42Q: 3 clusters Score -1.846031e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -18460312.000000 Penalty: 5800.660645
	Iteration 43Q: 3 clusters Score -1.846031e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -18460220.000000 Penalty: 5800.660645
	Iteration 44Q: 3 clusters Score -1.846022e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112757 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -18460220.000000 Penalty: 5800.660645
	Iteration 45Q: 3 clusters Score -1.846022e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -18460208.000000 Penalty: 5800.660645
	Iteration 46Q: 3 clusters Score -1.846021e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -18460054.000000 Penalty: 5800.660645
	Iteration 47Q: 3 clusters Score -1.846005e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -18460000.000000 Penalty: 5800.660645
	Iteration 48Q: 3 clusters Score -1.846e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -18459878.000000 Penalty: 5800.660645
	Iteration 49Q: 3 clusters Score -1.845988e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -18459786.000000 Penalty: 5800.660645
	Iteration 50Q: 3 clusters Score -1.845979e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -18459708.000000 Penalty: 5800.660645
	Iteration 51Q: 3 clusters Score -1.845971e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -18459592.000000 Penalty: 5800.660645
	Iteration 52Q: 3 clusters Score -1.845959e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -18459558.000000 Penalty: 5800.660645
	Iteration 53Q: 3 clusters Score -1.845956e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115771 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -18459500.000000 Penalty: 5800.660645
	Iteration 54Q: 3 clusters Score -1.84595e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -18459468.000000 Penalty: 5800.660645
	Iteration 55Q: 3 clusters Score -1.845947e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -18459430.000000 Penalty: 5800.660645
	Iteration 56Q: 3 clusters Score -1.845943e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -18459410.000000 Penalty: 5800.660645
	Iteration 57Q: 3 clusters Score -1.845941e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -18459388.000000 Penalty: 5800.660645
	Iteration 58Q: 3 clusters Score -1.845939e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18459354.000000 Penalty: 5800.660645
	Iteration 59Q: 3 clusters Score -1.845935e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116660 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -18459286.000000 Penalty: 5800.660645
	Iteration 60F: 3 clusters Score -1.845929e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116774 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -18459246.000000 Penalty: 5800.660645
	Iteration 61Q: 3 clusters Score -1.845925e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116888 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -18459242.000000 Penalty: 5800.660645
	Iteration 62Q: 3 clusters Score -1.845924e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -18459224.000000 Penalty: 5800.660645
	Iteration 63Q: 3 clusters Score -1.845922e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18459208.000000 Penalty: 5800.660645
	Iteration 64Q: 3 clusters Score -1.845921e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18459194.000000 Penalty: 5800.660645
	Iteration 65Q: 3 clusters Score -1.845919e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18459136.000000 Penalty: 5800.660645
	Iteration 66Q: 3 clusters Score -1.845914e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117325 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -18459106.000000 Penalty: 5800.660645
	Iteration 67Q: 3 clusters Score -1.845911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -18459124.000000 Penalty: 5800.660645
	Iteration 68Q: 3 clusters Score -1.845912e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -18459116.000000 Penalty: 5800.660645
	Iteration 69Q: 3 clusters Score -1.845912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18459104.000000 Penalty: 5800.660645
	Iteration 70Q: 3 clusters Score -1.84591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18459082.000000 Penalty: 5800.660645
	Iteration 71Q: 3 clusters Score -1.845908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18459068.000000 Penalty: 5800.660645
	Iteration 72Q: 3 clusters Score -1.845907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18459038.000000 Penalty: 5800.660645
	Iteration 73Q: 3 clusters Score -1.845904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117678 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18459014.000000 Penalty: 5800.660645
	Iteration 74Q: 3 clusters Score -1.845901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18459010.000000 Penalty: 5800.660645
	Iteration 75Q: 3 clusters Score -1.845901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18458970.000000 Penalty: 5800.660645
	Iteration 76Q: 3 clusters Score -1.845897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -18458940.000000 Penalty: 5800.660645
	Iteration 77Q: 3 clusters Score -1.845894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -18458934.000000 Penalty: 5800.660645
	Iteration 78Q: 3 clusters Score -1.845893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18458938.000000 Penalty: 5800.660645
	Iteration 79Q: 3 clusters Score -1.845894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18458908.000000 Penalty: 5800.660645
	Iteration 80F: 3 clusters Score -1.845891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -18458886.000000 Penalty: 5800.660645
	Iteration 81Q: 3 clusters Score -1.845889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -18458876.000000 Penalty: 5800.660645
	Iteration 82Q: 3 clusters Score -1.845888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -18458846.000000 Penalty: 5800.660645
	Iteration 83Q: 3 clusters Score -1.845885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -18458854.000000 Penalty: 5800.660645
	Iteration 84Q: 3 clusters Score -1.845885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -18458828.000000 Penalty: 5800.660645
	Iteration 85Q: 3 clusters Score -1.845883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117978 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18458826.000000 Penalty: 5800.660645
	Iteration 86Q: 3 clusters Score -1.845883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18458796.000000 Penalty: 5800.660645
	Iteration 87Q: 3 clusters Score -1.84588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18458800.000000 Penalty: 5800.660645
	Iteration 88Q: 3 clusters Score -1.84588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18458800.000000 Penalty: 5800.660645
	Iteration 89Q: 3 clusters Score -1.84588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18458794.000000 Penalty: 5800.660645
	Iteration 90Q: 3 clusters Score -1.845879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18458800.000000 Penalty: 5800.660645
	Iteration 91Q: 3 clusters Score -1.84588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -18458800.000000 Penalty: 5800.660645
	Iteration 92Q: 3 clusters Score -1.84588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18458794.000000 Penalty: 5800.660645
	Iteration 93Q: 3 clusters Score -1.845879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18458798.000000 Penalty: 5800.660645
	Iteration 94Q: 3 clusters Score -1.84588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -18458788.000000 Penalty: 5800.660645
	Iteration 95Q: 3 clusters Score -1.845879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18458790.000000 Penalty: 5800.660645
	Iteration 96Q: 3 clusters Score -1.845879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18458778.000000 Penalty: 5800.660645
	Iteration 97Q: 3 clusters Score -1.845878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18458772.000000 Penalty: 5800.660645
	Iteration 98Q: 3 clusters Score -1.845877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118136 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18458756.000000 Penalty: 5800.660645
	Iteration 99Q: 3 clusters Score -1.845876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -18458760.000000 Penalty: 5800.660645
	Iteration 100F: 3 clusters Score -1.845876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18458770.000000 Penalty: 5800.660645
	Iteration 101Q: 3 clusters Score -1.845877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18458754.000000 Penalty: 5800.660645
	Iteration 102Q: 3 clusters Score -1.845875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118158 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -18458756.000000 Penalty: 5800.660645
	Iteration 103Q: 3 clusters Score -1.845876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18458760.000000 Penalty: 5800.660645
	Iteration 104Q: 3 clusters Score -1.845876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18458756.000000 Penalty: 5800.660645
	Iteration 105Q: 3 clusters Score -1.845876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -18458756.000000 Penalty: 5800.660645
	Iteration 106Q: 3 clusters Score -1.845876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18458742.000000 Penalty: 5800.660645
	Iteration 107Q: 3 clusters Score -1.845874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18458752.000000 Penalty: 5800.660645
	Iteration 108Q: 3 clusters Score -1.845875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18458744.000000 Penalty: 5800.660645
	Iteration 109Q: 3 clusters Score -1.845874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118227 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18458736.000000 Penalty: 5800.660645
	Iteration 110Q: 3 clusters Score -1.845874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18458728.000000 Penalty: 5800.660645
	Iteration 111Q: 3 clusters Score -1.845873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18458740.000000 Penalty: 5800.660645
	Iteration 112Q: 3 clusters Score -1.845874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -18458732.000000 Penalty: 5800.660645
	Iteration 113Q: 3 clusters Score -1.845873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18458720.000000 Penalty: 5800.660645
	Iteration 114Q: 3 clusters Score -1.845872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118290 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -18458718.000000 Penalty: 5800.660645
	Iteration 115Q: 3 clusters Score -1.845872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -18458726.000000 Penalty: 5800.660645
	Iteration 116Q: 3 clusters Score -1.845873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -18458722.000000 Penalty: 5800.660645
	Iteration 117Q: 3 clusters Score -1.845872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -18458706.000000 Penalty: 5800.660645
	Iteration 118Q: 3 clusters Score -1.845871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18458706.000000 Penalty: 5800.660645
	Iteration 119Q: 3 clusters Score -1.845871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -18458680.000000 Penalty: 5800.660645
	Iteration 120F: 3 clusters Score -1.845868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18458690.000000 Penalty: 5800.660645
	Iteration 121Q: 3 clusters Score -1.845869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -18458660.000000 Penalty: 5800.660645
	Iteration 122Q: 3 clusters Score -1.845866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18458652.000000 Penalty: 5800.660645
	Iteration 123Q: 3 clusters Score -1.845865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118371 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -18458650.000000 Penalty: 5800.660645
	Iteration 124Q: 3 clusters Score -1.845865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18458652.000000 Penalty: 5800.660645
	Iteration 125Q: 3 clusters Score -1.845865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -18458646.000000 Penalty: 5800.660645
	Iteration 126Q: 3 clusters Score -1.845865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18458640.000000 Penalty: 5800.660645
	Iteration 127Q: 3 clusters Score -1.845864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118401 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -18458652.000000 Penalty: 5800.660645
	Iteration 128Q: 3 clusters Score -1.845865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -18458650.000000 Penalty: 5800.660645
	Iteration 129Q: 3 clusters Score -1.845865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18458662.000000 Penalty: 5800.660645
	Iteration 130Q: 3 clusters Score -1.845866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -18458660.000000 Penalty: 5800.660645
	Iteration 131Q: 3 clusters Score -1.845866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18458662.000000 Penalty: 5800.660645
	Iteration 132Q: 3 clusters Score -1.845866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18458650.000000 Penalty: 5800.660645
	Iteration 133Q: 3 clusters Score -1.845865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18458634.000000 Penalty: 5800.660645
	Iteration 134Q: 3 clusters Score -1.845863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18458632.000000 Penalty: 5800.660645
	Iteration 135Q: 3 clusters Score -1.845863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18458646.000000 Penalty: 5800.660645
	Iteration 136Q: 3 clusters Score -1.845865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18458634.000000 Penalty: 5800.660645
	Iteration 137Q: 3 clusters Score -1.845863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -18458618.000000 Penalty: 5800.660645
	Iteration 138Q: 3 clusters Score -1.845862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -18458622.000000 Penalty: 5800.660645
	Iteration 139Q: 3 clusters Score -1.845862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -18458630.000000 Penalty: 5800.660645
	Iteration 140F: 3 clusters Score -1.845863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118501 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18458638.000000 Penalty: 5800.660645
	Iteration 141Q: 3 clusters Score -1.845864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18458632.000000 Penalty: 5800.660645
	Iteration 142Q: 3 clusters Score -1.845863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -18458618.000000 Penalty: 5800.660645
	Iteration 143Q: 3 clusters Score -1.845862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18458610.000000 Penalty: 5800.660645
	Iteration 144Q: 3 clusters Score -1.845861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18458586.000000 Penalty: 5800.660645
	Iteration 145Q: 3 clusters Score -1.845859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -18458592.000000 Penalty: 5800.660645
	Iteration 146Q: 3 clusters Score -1.845859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18458596.000000 Penalty: 5800.660645
	Iteration 147Q: 3 clusters Score -1.84586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -18458596.000000 Penalty: 5800.660645
	Iteration 148Q: 3 clusters Score -1.84586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18458598.000000 Penalty: 5800.660645
	Iteration 149Q: 3 clusters Score -1.84586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18458596.000000 Penalty: 5800.660645
	Iteration 150Q: 3 clusters Score -1.84586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18458596.000000 Penalty: 5800.660645
	Iteration 151F: 3 clusters Score -1.84586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Entering Unmasked Estep 
Score: -16901608.000000 Penalty: 2878.648438
	Iteration 0F: 2 clusters Score -1.690161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -16832346.000000 Penalty: 5757.296875
	Iteration 0F: 3 clusters Score -1.683235e+07 nChanged 52262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -16861784.000000 Penalty: 5757.296875
	Iteration 1F: 3 clusters Score -1.686178e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -16862294.000000 Penalty: 5757.296875
	Iteration 2Q: 3 clusters Score -1.686229e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -16862828.000000 Penalty: 5757.296875
	Iteration 3Q: 3 clusters Score -1.686283e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -16863352.000000 Penalty: 5757.296875
	Iteration 4Q: 3 clusters Score -1.686335e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -16863862.000000 Penalty: 5757.296875
	Iteration 5Q: 3 clusters Score -1.686386e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -16864286.000000 Penalty: 5757.296875
	Iteration 6Q: 3 clusters Score -1.686429e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -16864722.000000 Penalty: 5757.296875
	Iteration 7Q: 3 clusters Score -1.686472e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -16865146.000000 Penalty: 5757.296875
	Iteration 8Q: 3 clusters Score -1.686515e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -16865788.000000 Penalty: 5757.296875
	Iteration 9Q: 3 clusters Score -1.686579e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -16866686.000000 Penalty: 5757.296875
	Iteration 10Q: 3 clusters Score -1.686669e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -16867896.000000 Penalty: 5757.296875
	Iteration 11Q: 3 clusters Score -1.68679e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -16869920.000000 Penalty: 5757.296875
	Iteration 12Q: 3 clusters Score -1.686992e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -16873028.000000 Penalty: 5757.296875
	Iteration 13Q: 3 clusters Score -1.687303e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -16877514.000000 Penalty: 5757.296875
	Iteration 14F: 3 clusters Score -1.687751e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -16882130.000000 Penalty: 5757.296875
	Iteration 15F: 3 clusters Score -1.688213e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -16885984.000000 Penalty: 5757.296875
	Iteration 16F: 3 clusters Score -1.688598e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -16888636.000000 Penalty: 5757.296875
	Iteration 17Q: 3 clusters Score -1.688864e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -16889986.000000 Penalty: 5757.296875
	Iteration 18Q: 3 clusters Score -1.688999e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -16890756.000000 Penalty: 5757.296875
	Iteration 19Q: 3 clusters Score -1.689076e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -16890984.000000 Penalty: 5757.296875
	Iteration 20F: 3 clusters Score -1.689098e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -16891170.000000 Penalty: 5757.296875
	Iteration 21Q: 3 clusters Score -1.689117e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -16891252.000000 Penalty: 5757.296875
	Iteration 22Q: 3 clusters Score -1.689125e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -16891364.000000 Penalty: 5757.296875
	Iteration 23Q: 3 clusters Score -1.689136e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -16891518.000000 Penalty: 5757.296875
	Iteration 24Q: 3 clusters Score -1.689152e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -16891630.000000 Penalty: 5757.296875
	Iteration 25Q: 3 clusters Score -1.689163e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -16891708.000000 Penalty: 5757.296875
	Iteration 26Q: 3 clusters Score -1.689171e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -16891782.000000 Penalty: 5757.296875
	Iteration 27Q: 3 clusters Score -1.689178e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -16891874.000000 Penalty: 5757.296875
	Iteration 28Q: 3 clusters Score -1.689187e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -16891926.000000 Penalty: 5757.296875
	Iteration 29Q: 3 clusters Score -1.689193e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -16891994.000000 Penalty: 5757.296875
	Iteration 30Q: 3 clusters Score -1.689199e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -16892064.000000 Penalty: 5757.296875
	Iteration 31Q: 3 clusters Score -1.689206e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -16892156.000000 Penalty: 5757.296875
	Iteration 32Q: 3 clusters Score -1.689216e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -16892172.000000 Penalty: 5757.296875
	Iteration 33Q: 3 clusters Score -1.689217e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -16892244.000000 Penalty: 5757.296875
	Iteration 34Q: 3 clusters Score -1.689224e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -16892298.000000 Penalty: 5757.296875
	Iteration 35Q: 3 clusters Score -1.68923e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -16892294.000000 Penalty: 5757.296875
	Iteration 36Q: 3 clusters Score -1.689229e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -16892326.000000 Penalty: 5757.296875
	Iteration 37Q: 3 clusters Score -1.689233e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -16892352.000000 Penalty: 5757.296875
	Iteration 38Q: 3 clusters Score -1.689235e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16892404.000000 Penalty: 5757.296875
	Iteration 39Q: 3 clusters Score -1.68924e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -16892432.000000 Penalty: 5757.296875
	Iteration 40F: 3 clusters Score -1.689243e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -16892566.000000 Penalty: 5757.296875
	Iteration 41Q: 3 clusters Score -1.689257e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -16892612.000000 Penalty: 5757.296875
	Iteration 42Q: 3 clusters Score -1.689261e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -16892748.000000 Penalty: 5757.296875
	Iteration 43Q: 3 clusters Score -1.689275e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -16892860.000000 Penalty: 5757.296875
	Iteration 44Q: 3 clusters Score -1.689286e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -16892956.000000 Penalty: 5757.296875
	Iteration 45Q: 3 clusters Score -1.689296e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -16893068.000000 Penalty: 5757.296875
	Iteration 46Q: 3 clusters Score -1.689307e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16893180.000000 Penalty: 5757.296875
	Iteration 47Q: 3 clusters Score -1.689318e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -16893264.000000 Penalty: 5757.296875
	Iteration 48Q: 3 clusters Score -1.689326e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -16893386.000000 Penalty: 5757.296875
	Iteration 49Q: 3 clusters Score -1.689339e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -16893498.000000 Penalty: 5757.296875
	Iteration 50Q: 3 clusters Score -1.68935e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -16893554.000000 Penalty: 5757.296875
	Iteration 51Q: 3 clusters Score -1.689355e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -16893664.000000 Penalty: 5757.296875
	Iteration 52Q: 3 clusters Score -1.689366e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -16893780.000000 Penalty: 5757.296875
	Iteration 53Q: 3 clusters Score -1.689378e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -16893980.000000 Penalty: 5757.296875
	Iteration 54Q: 3 clusters Score -1.689398e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -16894208.000000 Penalty: 5757.296875
	Iteration 55Q: 3 clusters Score -1.689421e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -16894410.000000 Penalty: 5757.296875
	Iteration 56Q: 3 clusters Score -1.689441e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -16894592.000000 Penalty: 5757.296875
	Iteration 57Q: 3 clusters Score -1.689459e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -16894752.000000 Penalty: 5757.296875
	Iteration 58Q: 3 clusters Score -1.689475e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -16894910.000000 Penalty: 5757.296875
	Iteration 59Q: 3 clusters Score -1.689491e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -16895008.000000 Penalty: 5757.296875
	Iteration 60F: 3 clusters Score -1.689501e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -16895198.000000 Penalty: 5757.296875
	Iteration 61Q: 3 clusters Score -1.68952e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -16895386.000000 Penalty: 5757.296875
	Iteration 62Q: 3 clusters Score -1.689539e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -16895476.000000 Penalty: 5757.296875
	Iteration 63Q: 3 clusters Score -1.689548e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -16895644.000000 Penalty: 5757.296875
	Iteration 64Q: 3 clusters Score -1.689564e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -16895722.000000 Penalty: 5757.296875
	Iteration 65Q: 3 clusters Score -1.689572e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -16895802.000000 Penalty: 5757.296875
	Iteration 66Q: 3 clusters Score -1.68958e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -16895846.000000 Penalty: 5757.296875
	Iteration 67Q: 3 clusters Score -1.689585e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -16896016.000000 Penalty: 5757.296875
	Iteration 68Q: 3 clusters Score -1.689602e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -16896108.000000 Penalty: 5757.296875
	Iteration 69Q: 3 clusters Score -1.689611e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -16896198.000000 Penalty: 5757.296875
	Iteration 70Q: 3 clusters Score -1.68962e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -16896220.000000 Penalty: 5757.296875
	Iteration 71Q: 3 clusters Score -1.689622e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -16896334.000000 Penalty: 5757.296875
	Iteration 72Q: 3 clusters Score -1.689633e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -16896452.000000 Penalty: 5757.296875
	Iteration 73Q: 3 clusters Score -1.689645e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -16896552.000000 Penalty: 5757.296875
	Iteration 74Q: 3 clusters Score -1.689655e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -16896598.000000 Penalty: 5757.296875
	Iteration 75Q: 3 clusters Score -1.68966e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -16896726.000000 Penalty: 5757.296875
	Iteration 76Q: 3 clusters Score -1.689673e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -16896818.000000 Penalty: 5757.296875
	Iteration 77Q: 3 clusters Score -1.689682e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -16896894.000000 Penalty: 5757.296875
	Iteration 78Q: 3 clusters Score -1.689689e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -16896956.000000 Penalty: 5757.296875
	Iteration 79Q: 3 clusters Score -1.689696e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -16897026.000000 Penalty: 5757.296875
	Iteration 80F: 3 clusters Score -1.689703e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -16896998.000000 Penalty: 5757.296875
	Iteration 81Q: 3 clusters Score -1.6897e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -16897090.000000 Penalty: 5757.296875
	Iteration 82Q: 3 clusters Score -1.689709e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -16897080.000000 Penalty: 5757.296875
	Iteration 83Q: 3 clusters Score -1.689708e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -16897178.000000 Penalty: 5757.296875
	Iteration 84Q: 3 clusters Score -1.689718e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -16897244.000000 Penalty: 5757.296875
	Iteration 85Q: 3 clusters Score -1.689724e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -16897326.000000 Penalty: 5757.296875
	Iteration 86Q: 3 clusters Score -1.689733e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -16897346.000000 Penalty: 5757.296875
	Iteration 87Q: 3 clusters Score -1.689735e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -16897388.000000 Penalty: 5757.296875
	Iteration 88Q: 3 clusters Score -1.689739e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -16897514.000000 Penalty: 5757.296875
	Iteration 89Q: 3 clusters Score -1.689751e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -16897626.000000 Penalty: 5757.296875
	Iteration 90Q: 3 clusters Score -1.689763e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -16897698.000000 Penalty: 5757.296875
	Iteration 91Q: 3 clusters Score -1.68977e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -16897770.000000 Penalty: 5757.296875
	Iteration 92Q: 3 clusters Score -1.689777e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -16897838.000000 Penalty: 5757.296875
	Iteration 93Q: 3 clusters Score -1.689784e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -16897972.000000 Penalty: 5757.296875
	Iteration 94Q: 3 clusters Score -1.689797e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -16898094.000000 Penalty: 5757.296875
	Iteration 95Q: 3 clusters Score -1.689809e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -16898254.000000 Penalty: 5757.296875
	Iteration 96Q: 3 clusters Score -1.689825e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -16898434.000000 Penalty: 5757.296875
	Iteration 97Q: 3 clusters Score -1.689843e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -16898476.000000 Penalty: 5757.296875
	Iteration 98Q: 3 clusters Score -1.689848e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -16898644.000000 Penalty: 5757.296875
	Iteration 99Q: 3 clusters Score -1.689864e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -16898830.000000 Penalty: 5757.296875
	Iteration 100F: 3 clusters Score -1.689883e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -16898984.000000 Penalty: 5757.296875
	Iteration 101Q: 3 clusters Score -1.689898e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -16899090.000000 Penalty: 5757.296875
	Iteration 102Q: 3 clusters Score -1.689909e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -16899206.000000 Penalty: 5757.296875
	Iteration 103Q: 3 clusters Score -1.689921e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -16899396.000000 Penalty: 5757.296875
	Iteration 104Q: 3 clusters Score -1.68994e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -16899520.000000 Penalty: 5757.296875
	Iteration 105Q: 3 clusters Score -1.689952e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -16899594.000000 Penalty: 5757.296875
	Iteration 106Q: 3 clusters Score -1.689959e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -16899682.000000 Penalty: 5757.296875
	Iteration 107Q: 3 clusters Score -1.689968e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -16899786.000000 Penalty: 5757.296875
	Iteration 108Q: 3 clusters Score -1.689979e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -16899836.000000 Penalty: 5757.296875
	Iteration 109Q: 3 clusters Score -1.689984e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -16899908.000000 Penalty: 5757.296875
	Iteration 110Q: 3 clusters Score -1.689991e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -16899976.000000 Penalty: 5757.296875
	Iteration 111Q: 3 clusters Score -1.689998e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -16899948.000000 Penalty: 5757.296875
	Iteration 112Q: 3 clusters Score -1.689995e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -16900014.000000 Penalty: 5757.296875
	Iteration 113Q: 3 clusters Score -1.690001e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -16900094.000000 Penalty: 5757.296875
	Iteration 114Q: 3 clusters Score -1.690009e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -16900144.000000 Penalty: 5757.296875
	Iteration 115Q: 3 clusters Score -1.690014e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -16900228.000000 Penalty: 5757.296875
	Iteration 116Q: 3 clusters Score -1.690023e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -16900184.000000 Penalty: 5757.296875
	Iteration 117Q: 3 clusters Score -1.690018e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -16900210.000000 Penalty: 5757.296875
	Iteration 118Q: 3 clusters Score -1.690021e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -16900206.000000 Penalty: 5757.296875
	Iteration 119Q: 3 clusters Score -1.690021e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -16900246.000000 Penalty: 5757.296875
	Iteration 120F: 3 clusters Score -1.690025e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -16900248.000000 Penalty: 5757.296875
	Iteration 121Q: 3 clusters Score -1.690025e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -16900296.000000 Penalty: 5757.296875
	Iteration 122Q: 3 clusters Score -1.69003e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -16900340.000000 Penalty: 5757.296875
	Iteration 123Q: 3 clusters Score -1.690034e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -16900400.000000 Penalty: 5757.296875
	Iteration 124Q: 3 clusters Score -1.69004e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -16900376.000000 Penalty: 5757.296875
	Iteration 125Q: 3 clusters Score -1.690038e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -16900362.000000 Penalty: 5757.296875
	Iteration 126Q: 3 clusters Score -1.690036e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -16900380.000000 Penalty: 5757.296875
	Iteration 127Q: 3 clusters Score -1.690038e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -16900396.000000 Penalty: 5757.296875
	Iteration 128Q: 3 clusters Score -1.69004e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -16900368.000000 Penalty: 5757.296875
	Iteration 129Q: 3 clusters Score -1.690037e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -16900366.000000 Penalty: 5757.296875
	Iteration 130Q: 3 clusters Score -1.690037e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 102705 members 
Entering Unmasked Estep 
Score: -16900378.000000 Penalty: 5757.296875
	Iteration 131Q: 3 clusters Score -1.690038e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -16900386.000000 Penalty: 5757.296875
	Iteration 132Q: 3 clusters Score -1.690039e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -16900334.000000 Penalty: 5757.296875
	Iteration 133Q: 3 clusters Score -1.690033e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -16900336.000000 Penalty: 5757.296875
	Iteration 134Q: 3 clusters Score -1.690034e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -16900302.000000 Penalty: 5757.296875
	Iteration 135Q: 3 clusters Score -1.69003e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -16900296.000000 Penalty: 5757.296875
	Iteration 136Q: 3 clusters Score -1.69003e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -16900330.000000 Penalty: 5757.296875
	Iteration 137Q: 3 clusters Score -1.690033e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -16900306.000000 Penalty: 5757.296875
	Iteration 138Q: 3 clusters Score -1.690031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -16900316.000000 Penalty: 5757.296875
	Iteration 139Q: 3 clusters Score -1.690032e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -16900316.000000 Penalty: 5757.296875
	Iteration 140F: 3 clusters Score -1.690032e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -16900356.000000 Penalty: 5757.296875
	Iteration 141Q: 3 clusters Score -1.690036e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -16900346.000000 Penalty: 5757.296875
	Iteration 142Q: 3 clusters Score -1.690035e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -16900364.000000 Penalty: 5757.296875
	Iteration 143Q: 3 clusters Score -1.690036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -16900354.000000 Penalty: 5757.296875
	Iteration 144Q: 3 clusters Score -1.690035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -16900338.000000 Penalty: 5757.296875
	Iteration 145Q: 3 clusters Score -1.690034e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -16900306.000000 Penalty: 5757.296875
	Iteration 146Q: 3 clusters Score -1.690031e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -16900298.000000 Penalty: 5757.296875
	Iteration 147Q: 3 clusters Score -1.69003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -16900296.000000 Penalty: 5757.296875
	Iteration 148Q: 3 clusters Score -1.69003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -16900280.000000 Penalty: 5757.296875
	Iteration 149Q: 3 clusters Score -1.690028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -16900268.000000 Penalty: 5757.296875
	Iteration 150Q: 3 clusters Score -1.690027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 104474 members 
Entering Unmasked Estep 
Score: -16900266.000000 Penalty: 5757.296875
	Iteration 151Q: 3 clusters Score -1.690027e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -16900274.000000 Penalty: 5757.296875
	Iteration 152Q: 3 clusters Score -1.690027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -16900286.000000 Penalty: 5757.296875
	Iteration 153Q: 3 clusters Score -1.690029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -16900300.000000 Penalty: 5757.296875
	Iteration 154Q: 3 clusters Score -1.69003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -16900298.000000 Penalty: 5757.296875
	Iteration 155Q: 3 clusters Score -1.69003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -16900284.000000 Penalty: 5757.296875
	Iteration 156Q: 3 clusters Score -1.690028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -16900280.000000 Penalty: 5757.296875
	Iteration 157Q: 3 clusters Score -1.690028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -16900276.000000 Penalty: 5757.296875
	Iteration 158Q: 3 clusters Score -1.690028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -16900296.000000 Penalty: 5757.296875
	Iteration 159Q: 3 clusters Score -1.69003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -16900292.000000 Penalty: 5757.296875
	Iteration 160F: 3 clusters Score -1.690029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -16900270.000000 Penalty: 5757.296875
	Iteration 161Q: 3 clusters Score -1.690027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -16900266.000000 Penalty: 5757.296875
	Iteration 162Q: 3 clusters Score -1.690027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -16900288.000000 Penalty: 5757.296875
	Iteration 163Q: 3 clusters Score -1.690029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -16900284.000000 Penalty: 5757.296875
	Iteration 164Q: 3 clusters Score -1.690028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -16900306.000000 Penalty: 5757.296875
	Iteration 165Q: 3 clusters Score -1.690031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -16900294.000000 Penalty: 5757.296875
	Iteration 166Q: 3 clusters Score -1.690029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -16900286.000000 Penalty: 5757.296875
	Iteration 167Q: 3 clusters Score -1.690029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.690029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.690028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.690029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.690028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -16900288.000000 Penalty: 5757.296875
	Iteration 172Q: 3 clusters Score -1.690029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -16900288.000000 Penalty: 5757.296875
	Iteration 173Q: 3 clusters Score -1.690029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -16900282.000000 Penalty: 5757.296875
	Iteration 174Q: 3 clusters Score -1.690028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -16900278.000000 Penalty: 5757.296875
	Iteration 175Q: 3 clusters Score -1.690028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -16900296.000000 Penalty: 5757.296875
	Iteration 176Q: 3 clusters Score -1.69003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -16900290.000000 Penalty: 5757.296875
	Iteration 177Q: 3 clusters Score -1.690029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -16900282.000000 Penalty: 5757.296875
	Iteration 178Q: 3 clusters Score -1.690028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -16900292.000000 Penalty: 5757.296875
	Iteration 179Q: 3 clusters Score -1.690029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -16900280.000000 Penalty: 5757.296875
	Iteration 180F: 3 clusters Score -1.690028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -16900290.000000 Penalty: 5757.296875
	Iteration 181Q: 3 clusters Score -1.690029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -16900286.000000 Penalty: 5757.296875
	Iteration 182Q: 3 clusters Score -1.690029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -16900270.000000 Penalty: 5757.296875
	Iteration 183Q: 3 clusters Score -1.690027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -16900276.000000 Penalty: 5757.296875
	Iteration 184Q: 3 clusters Score -1.690028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -16900272.000000 Penalty: 5757.296875
	Iteration 185Q: 3 clusters Score -1.690027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -16900272.000000 Penalty: 5757.296875
	Iteration 186Q: 3 clusters Score -1.690027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -16900278.000000 Penalty: 5757.296875
	Iteration 187Q: 3 clusters Score -1.690028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -16900278.000000 Penalty: 5757.296875
	Iteration 188Q: 3 clusters Score -1.690028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -16900278.000000 Penalty: 5757.296875
	Iteration 189F: 3 clusters Score -1.690028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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: -19589.951172 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19589.95 nChanged 7
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: -19633.935547 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19633.94 nChanged 0
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: -19633.935547 Penalty: 2526.500000
	Iteration 2F: 3 clusters Score -19633.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -755435.375000 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -755435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -750835.875000 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -750835.9 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -752022.312500 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -752022.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -752318.750000 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -752318.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -752617.062500 Penalty: 4237.645508
	Iteration 3F: 3 clusters Score -752617.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -752915.000000 Penalty: 4237.645508
	Iteration 4F: 3 clusters Score -752915 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -753327.687500 Penalty: 4237.645508
	Iteration 5F: 3 clusters Score -753327.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -753701.500000 Penalty: 4237.645508
	Iteration 6F: 3 clusters Score -753701.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -753968.750000 Penalty: 4237.645508
	Iteration 7F: 3 clusters Score -753968.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -754160.250000 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -754160.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -754273.187500 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -754273.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -754331.250000 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -754331.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -754354.875000 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -754354.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -754369.437500 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -754369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -754377.250000 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -754377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -754380.812500 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -754380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -754385.250000 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -754385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -754387.937500 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -754387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -754390.312500 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -754390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -754389.250000 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -754389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -754390.312500 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -754390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -754389.375000 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -754389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92288.773438 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92288.77 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92602.078125 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92602.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92780.351562 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92780.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92843.921875 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -92843.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92914.000000 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -92914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92982.007812 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -92982.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93033.984375 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93033.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93075.156250 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93075.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93114.960938 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93114.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93174.554688 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93174.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93236.375000 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93236.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93306.632812 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93306.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93377.132812 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -93377.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93454.023438 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -93454.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93534.882812 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -93534.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93679.750000 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -93679.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93951.789062 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -93951.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -94082.828125 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -94082.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94121.226562 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -94121.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94159.875000 Penalty: 3243.634766
	Iteration 19Q: 3 clusters Score -94159.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94189.648438 Penalty: 3243.634766
	Iteration 20F: 3 clusters Score -94189.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94268.171875 Penalty: 3243.634766
	Iteration 21Q: 3 clusters Score -94268.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94404.656250 Penalty: 3243.634766
	Iteration 22Q: 3 clusters Score -94404.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94408.492188 Penalty: 3243.634766
	Iteration 23Q: 3 clusters Score -94408.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94416.468750 Penalty: 3243.634766
	Iteration 24Q: 3 clusters Score -94416.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94425.031250 Penalty: 3243.634766
	Iteration 25Q: 3 clusters Score -94425.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94471.640625 Penalty: 3243.634766
	Iteration 26Q: 3 clusters Score -94471.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94484.687500 Penalty: 3243.634766
	Iteration 27Q: 3 clusters Score -94484.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94489.140625 Penalty: 3243.634766
	Iteration 28Q: 3 clusters Score -94489.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94489.140625 Penalty: 3243.634766
	Iteration 29F: 3 clusters Score -94489.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 102802 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65949 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 119956 members 
Mstep: Class 11 contains 109914 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99589 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51559 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110156 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137775792.000000 Penalty: 95326.062500
Splitting cluster 15 changes total score from -137777088.000000 to -137775792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Entering Unmasked Estep 
Score: -3026647.000000 Penalty: 2454.497559
	Iteration 0F: 2 clusters Score -3026647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3012756.000000 Penalty: 4908.995117
	Iteration 0F: 3 clusters Score -3012756 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3017440.750000 Penalty: 4908.995117
	Iteration 1F: 3 clusters Score -3017441 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3017889.000000 Penalty: 4908.995117
	Iteration 2F: 3 clusters Score -3017889 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3018283.000000 Penalty: 4908.995117
	Iteration 3Q: 3 clusters Score -3018283 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3018646.000000 Penalty: 4908.995117
	Iteration 4Q: 3 clusters Score -3018646 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3018987.000000 Penalty: 4908.995117
	Iteration 5Q: 3 clusters Score -3018987 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3019332.000000 Penalty: 4908.995117
	Iteration 6Q: 3 clusters Score -3019332 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3019695.000000 Penalty: 4908.995117
	Iteration 7Q: 3 clusters Score -3019695 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3020105.750000 Penalty: 4908.995117
	Iteration 8Q: 3 clusters Score -3020106 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3020527.250000 Penalty: 4908.995117
	Iteration 9Q: 3 clusters Score -3020527 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3020972.000000 Penalty: 4908.995117
	Iteration 10Q: 3 clusters Score -3020972 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3021435.750000 Penalty: 4908.995117
	Iteration 11Q: 3 clusters Score -3021436 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3021948.750000 Penalty: 4908.995117
	Iteration 12Q: 3 clusters Score -3021949 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3022446.500000 Penalty: 4908.995117
	Iteration 13Q: 3 clusters Score -3022446 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3022792.750000 Penalty: 4908.995117
	Iteration 14Q: 3 clusters Score -3022793 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3022991.000000 Penalty: 4908.995117
	Iteration 15Q: 3 clusters Score -3022991 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3023155.500000 Penalty: 4908.995117
	Iteration 16Q: 3 clusters Score -3023156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3023273.000000 Penalty: 4908.995117
	Iteration 17Q: 3 clusters Score -3023273 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3023391.750000 Penalty: 4908.995117
	Iteration 18Q: 3 clusters Score -3023392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3023493.750000 Penalty: 4908.995117
	Iteration 19Q: 3 clusters Score -3023494 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3023606.000000 Penalty: 4908.995117
	Iteration 20F: 3 clusters Score -3023606 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3023709.000000 Penalty: 4908.995117
	Iteration 21Q: 3 clusters Score -3023709 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3023798.000000 Penalty: 4908.995117
	Iteration 22Q: 3 clusters Score -3023798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3023870.000000 Penalty: 4908.995117
	Iteration 23Q: 3 clusters Score -3023870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3023960.500000 Penalty: 4908.995117
	Iteration 24Q: 3 clusters Score -3023960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3024016.250000 Penalty: 4908.995117
	Iteration 25Q: 3 clusters Score -3024016 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3024068.000000 Penalty: 4908.995117
	Iteration 26Q: 3 clusters Score -3024068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3024118.750000 Penalty: 4908.995117
	Iteration 27Q: 3 clusters Score -3024119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3024167.750000 Penalty: 4908.995117
	Iteration 28Q: 3 clusters Score -3024168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3024182.500000 Penalty: 4908.995117
	Iteration 29Q: 3 clusters Score -3024182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3024209.750000 Penalty: 4908.995117
	Iteration 30Q: 3 clusters Score -3024210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3024247.750000 Penalty: 4908.995117
	Iteration 31Q: 3 clusters Score -3024248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3024270.250000 Penalty: 4908.995117
	Iteration 32Q: 3 clusters Score -3024270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3024304.000000 Penalty: 4908.995117
	Iteration 33Q: 3 clusters Score -3024304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3024334.500000 Penalty: 4908.995117
	Iteration 34Q: 3 clusters Score -3024334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3024351.000000 Penalty: 4908.995117
	Iteration 35Q: 3 clusters Score -3024351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3024377.500000 Penalty: 4908.995117
	Iteration 36Q: 3 clusters Score -3024378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3024403.250000 Penalty: 4908.995117
	Iteration 37Q: 3 clusters Score -3024403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3024427.000000 Penalty: 4908.995117
	Iteration 38Q: 3 clusters Score -3024427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3024445.500000 Penalty: 4908.995117
	Iteration 39Q: 3 clusters Score -3024446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3024466.250000 Penalty: 4908.995117
	Iteration 40F: 3 clusters Score -3024466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3024473.250000 Penalty: 4908.995117
	Iteration 41Q: 3 clusters Score -3024473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3024489.000000 Penalty: 4908.995117
	Iteration 42Q: 3 clusters Score -3024489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3024501.500000 Penalty: 4908.995117
	Iteration 43Q: 3 clusters Score -3024502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3024518.000000 Penalty: 4908.995117
	Iteration 44Q: 3 clusters Score -3024518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3024529.500000 Penalty: 4908.995117
	Iteration 45Q: 3 clusters Score -3024530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3024533.500000 Penalty: 4908.995117
	Iteration 46Q: 3 clusters Score -3024534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3024536.500000 Penalty: 4908.995117
	Iteration 47Q: 3 clusters Score -3024536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3024544.500000 Penalty: 4908.995117
	Iteration 48Q: 3 clusters Score -3024544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3024555.000000 Penalty: 4908.995117
	Iteration 49Q: 3 clusters Score -3024555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3024571.500000 Penalty: 4908.995117
	Iteration 50Q: 3 clusters Score -3024572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3024585.500000 Penalty: 4908.995117
	Iteration 51Q: 3 clusters Score -3024586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3024609.750000 Penalty: 4908.995117
	Iteration 52Q: 3 clusters Score -3024610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3024622.750000 Penalty: 4908.995117
	Iteration 53Q: 3 clusters Score -3024623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3024638.500000 Penalty: 4908.995117
	Iteration 54Q: 3 clusters Score -3024638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3024657.250000 Penalty: 4908.995117
	Iteration 55Q: 3 clusters Score -3024657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3024660.000000 Penalty: 4908.995117
	Iteration 56Q: 3 clusters Score -3024660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3024671.250000 Penalty: 4908.995117
	Iteration 57Q: 3 clusters Score -3024671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3024689.500000 Penalty: 4908.995117
	Iteration 58Q: 3 clusters Score -3024690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3024703.750000 Penalty: 4908.995117
	Iteration 59Q: 3 clusters Score -3024704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3024726.000000 Penalty: 4908.995117
	Iteration 60F: 3 clusters Score -3024726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3024739.500000 Penalty: 4908.995117
	Iteration 61Q: 3 clusters Score -3024740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3024739.500000 Penalty: 4908.995117
	Iteration 62Q: 3 clusters Score -3024740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3024751.750000 Penalty: 4908.995117
	Iteration 63Q: 3 clusters Score -3024752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3024757.750000 Penalty: 4908.995117
	Iteration 64Q: 3 clusters Score -3024758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3024764.250000 Penalty: 4908.995117
	Iteration 65Q: 3 clusters Score -3024764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3024767.750000 Penalty: 4908.995117
	Iteration 66Q: 3 clusters Score -3024768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3024775.750000 Penalty: 4908.995117
	Iteration 67Q: 3 clusters Score -3024776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3024773.250000 Penalty: 4908.995117
	Iteration 68Q: 3 clusters Score -3024773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3024781.250000 Penalty: 4908.995117
	Iteration 69Q: 3 clusters Score -3024781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3024779.500000 Penalty: 4908.995117
	Iteration 70Q: 3 clusters Score -3024780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3024783.500000 Penalty: 4908.995117
	Iteration 71Q: 3 clusters Score -3024784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3024789.000000 Penalty: 4908.995117
	Iteration 72Q: 3 clusters Score -3024789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3024786.000000 Penalty: 4908.995117
	Iteration 73Q: 3 clusters Score -3024786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3024791.750000 Penalty: 4908.995117
	Iteration 74Q: 3 clusters Score -3024792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3024793.000000 Penalty: 4908.995117
	Iteration 75Q: 3 clusters Score -3024793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3024801.000000 Penalty: 4908.995117
	Iteration 76Q: 3 clusters Score -3024801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3024797.750000 Penalty: 4908.995117
	Iteration 77Q: 3 clusters Score -3024798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3024795.000000 Penalty: 4908.995117
	Iteration 78Q: 3 clusters Score -3024795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3024799.000000 Penalty: 4908.995117
	Iteration 79Q: 3 clusters Score -3024799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3024802.750000 Penalty: 4908.995117
	Iteration 80F: 3 clusters Score -3024803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3024798.000000 Penalty: 4908.995117
	Iteration 81Q: 3 clusters Score -3024798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3024800.500000 Penalty: 4908.995117
	Iteration 82Q: 3 clusters Score -3024800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3024803.000000 Penalty: 4908.995117
	Iteration 83Q: 3 clusters Score -3024803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3024806.250000 Penalty: 4908.995117
	Iteration 84Q: 3 clusters Score -3024806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3024805.500000 Penalty: 4908.995117
	Iteration 85Q: 3 clusters Score -3024806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3024806.000000 Penalty: 4908.995117
	Iteration 86Q: 3 clusters Score -3024806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3024805.750000 Penalty: 4908.995117
	Iteration 87Q: 3 clusters Score -3024806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3024807.000000 Penalty: 4908.995117
	Iteration 88Q: 3 clusters Score -3024807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3024804.750000 Penalty: 4908.995117
	Iteration 89Q: 3 clusters Score -3024805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3024809.500000 Penalty: 4908.995117
	Iteration 90Q: 3 clusters Score -3024810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3024805.500000 Penalty: 4908.995117
	Iteration 91Q: 3 clusters Score -3024806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3024809.000000 Penalty: 4908.995117
	Iteration 92Q: 3 clusters Score -3024809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3024802.750000 Penalty: 4908.995117
	Iteration 93Q: 3 clusters Score -3024803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3024807.500000 Penalty: 4908.995117
	Iteration 94Q: 3 clusters Score -3024808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3024807.750000 Penalty: 4908.995117
	Iteration 95Q: 3 clusters Score -3024808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3024809.750000 Penalty: 4908.995117
	Iteration 96Q: 3 clusters Score -3024810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3024809.750000 Penalty: 4908.995117
	Iteration 97F: 3 clusters Score -3024810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Entering Unmasked Estep 
Score: -15326599.000000 Penalty: 2854.184082
	Iteration 0F: 2 clusters Score -1.53266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -15261890.000000 Penalty: 5708.368164
	Iteration 0F: 3 clusters Score -1.526189e+07 nChanged 47303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -15289222.000000 Penalty: 5708.368164
	Iteration 1F: 3 clusters Score -1.528922e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -15290678.000000 Penalty: 5708.368164
	Iteration 2Q: 3 clusters Score -1.529068e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -15292645.000000 Penalty: 5708.368164
	Iteration 3Q: 3 clusters Score -1.529264e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -15295529.000000 Penalty: 5708.368164
	Iteration 4F: 3 clusters Score -1.529553e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -15299314.000000 Penalty: 5708.368164
	Iteration 5F: 3 clusters Score -1.529931e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -15303961.000000 Penalty: 5708.368164
	Iteration 6F: 3 clusters Score -1.530396e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -15308909.000000 Penalty: 5708.368164
	Iteration 7F: 3 clusters Score -1.530891e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -15312920.000000 Penalty: 5708.368164
	Iteration 8F: 3 clusters Score -1.531292e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -15315419.000000 Penalty: 5708.368164
	Iteration 9Q: 3 clusters Score -1.531542e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -15316443.000000 Penalty: 5708.368164
	Iteration 10Q: 3 clusters Score -1.531644e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -15317181.000000 Penalty: 5708.368164
	Iteration 11Q: 3 clusters Score -1.531718e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -15317650.000000 Penalty: 5708.368164
	Iteration 12Q: 3 clusters Score -1.531765e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -15318208.000000 Penalty: 5708.368164
	Iteration 13Q: 3 clusters Score -1.531821e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -15318679.000000 Penalty: 5708.368164
	Iteration 14Q: 3 clusters Score -1.531868e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -15319120.000000 Penalty: 5708.368164
	Iteration 15Q: 3 clusters Score -1.531912e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -15319642.000000 Penalty: 5708.368164
	Iteration 16Q: 3 clusters Score -1.531964e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -15320080.000000 Penalty: 5708.368164
	Iteration 17Q: 3 clusters Score -1.532008e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -15320487.000000 Penalty: 5708.368164
	Iteration 18Q: 3 clusters Score -1.532049e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -15320939.000000 Penalty: 5708.368164
	Iteration 19Q: 3 clusters Score -1.532094e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -15321391.000000 Penalty: 5708.368164
	Iteration 20F: 3 clusters Score -1.532139e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -15321870.000000 Penalty: 5708.368164
	Iteration 21Q: 3 clusters Score -1.532187e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -15322333.000000 Penalty: 5708.368164
	Iteration 22Q: 3 clusters Score -1.532233e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -15322805.000000 Penalty: 5708.368164
	Iteration 23Q: 3 clusters Score -1.53228e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -15323224.000000 Penalty: 5708.368164
	Iteration 24Q: 3 clusters Score -1.532322e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -15323577.000000 Penalty: 5708.368164
	Iteration 25Q: 3 clusters Score -1.532358e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -15323981.000000 Penalty: 5708.368164
	Iteration 26Q: 3 clusters Score -1.532398e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -15324339.000000 Penalty: 5708.368164
	Iteration 27Q: 3 clusters Score -1.532434e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -15324593.000000 Penalty: 5708.368164
	Iteration 28Q: 3 clusters Score -1.532459e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -15324853.000000 Penalty: 5708.368164
	Iteration 29Q: 3 clusters Score -1.532485e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -15325091.000000 Penalty: 5708.368164
	Iteration 30Q: 3 clusters Score -1.532509e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -15325185.000000 Penalty: 5708.368164
	Iteration 31Q: 3 clusters Score -1.532518e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -15325250.000000 Penalty: 5708.368164
	Iteration 32Q: 3 clusters Score -1.532525e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -15325287.000000 Penalty: 5708.368164
	Iteration 33Q: 3 clusters Score -1.532529e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -15325327.000000 Penalty: 5708.368164
	Iteration 34Q: 3 clusters Score -1.532533e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -15325333.000000 Penalty: 5708.368164
	Iteration 35Q: 3 clusters Score -1.532533e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -15325344.000000 Penalty: 5708.368164
	Iteration 36Q: 3 clusters Score -1.532534e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -15325385.000000 Penalty: 5708.368164
	Iteration 37Q: 3 clusters Score -1.532538e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15325403.000000 Penalty: 5708.368164
	Iteration 38Q: 3 clusters Score -1.53254e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -15325376.000000 Penalty: 5708.368164
	Iteration 39Q: 3 clusters Score -1.532538e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -15325416.000000 Penalty: 5708.368164
	Iteration 40F: 3 clusters Score -1.532542e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -15325431.000000 Penalty: 5708.368164
	Iteration 41Q: 3 clusters Score -1.532543e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -15325459.000000 Penalty: 5708.368164
	Iteration 42Q: 3 clusters Score -1.532546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -15325473.000000 Penalty: 5708.368164
	Iteration 43Q: 3 clusters Score -1.532547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -15325476.000000 Penalty: 5708.368164
	Iteration 44Q: 3 clusters Score -1.532548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -15325492.000000 Penalty: 5708.368164
	Iteration 45Q: 3 clusters Score -1.532549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -15325464.000000 Penalty: 5708.368164
	Iteration 46Q: 3 clusters Score -1.532546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15325478.000000 Penalty: 5708.368164
	Iteration 47Q: 3 clusters Score -1.532548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15325469.000000 Penalty: 5708.368164
	Iteration 48Q: 3 clusters Score -1.532547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15325471.000000 Penalty: 5708.368164
	Iteration 49Q: 3 clusters Score -1.532547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15325480.000000 Penalty: 5708.368164
	Iteration 50Q: 3 clusters Score -1.532548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -15325460.000000 Penalty: 5708.368164
	Iteration 51Q: 3 clusters Score -1.532546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15325463.000000 Penalty: 5708.368164
	Iteration 52Q: 3 clusters Score -1.532546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -15325462.000000 Penalty: 5708.368164
	Iteration 53Q: 3 clusters Score -1.532546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15325455.000000 Penalty: 5708.368164
	Iteration 54Q: 3 clusters Score -1.532546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -15325465.000000 Penalty: 5708.368164
	Iteration 55Q: 3 clusters Score -1.532546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -15325461.000000 Penalty: 5708.368164
	Iteration 56Q: 3 clusters Score -1.532546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -15325442.000000 Penalty: 5708.368164
	Iteration 57Q: 3 clusters Score -1.532544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15325430.000000 Penalty: 5708.368164
	Iteration 58Q: 3 clusters Score -1.532543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -15325425.000000 Penalty: 5708.368164
	Iteration 59Q: 3 clusters Score -1.532542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -15325438.000000 Penalty: 5708.368164
	Iteration 60F: 3 clusters Score -1.532544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -15325431.000000 Penalty: 5708.368164
	Iteration 61Q: 3 clusters Score -1.532543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15325424.000000 Penalty: 5708.368164
	Iteration 62Q: 3 clusters Score -1.532542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -15325414.000000 Penalty: 5708.368164
	Iteration 63Q: 3 clusters Score -1.532541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15325417.000000 Penalty: 5708.368164
	Iteration 64Q: 3 clusters Score -1.532542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15325414.000000 Penalty: 5708.368164
	Iteration 65Q: 3 clusters Score -1.532541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -15325404.000000 Penalty: 5708.368164
	Iteration 66Q: 3 clusters Score -1.53254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15325405.000000 Penalty: 5708.368164
	Iteration 67Q: 3 clusters Score -1.53254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15325405.000000 Penalty: 5708.368164
	Iteration 68F: 3 clusters Score -1.53254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Entering Unmasked Estep 
Score: -7166250.500000 Penalty: 2672.332275
	Iteration 0F: 2 clusters Score -7166250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7133840.500000 Penalty: 5344.664551
	Iteration 0F: 3 clusters Score -7133840 nChanged 22158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -7146006.500000 Penalty: 5344.664551
	Iteration 1F: 3 clusters Score -7146006 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -7146597.500000 Penalty: 5344.664551
	Iteration 2Q: 3 clusters Score -7146598 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -7147243.500000 Penalty: 5344.664551
	Iteration 3Q: 3 clusters Score -7147244 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -7148035.500000 Penalty: 5344.664551
	Iteration 4Q: 3 clusters Score -7148036 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7148970.500000 Penalty: 5344.664551
	Iteration 5Q: 3 clusters Score -7148970 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -7150070.000000 Penalty: 5344.664551
	Iteration 6F: 3 clusters Score -7150070 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -7151421.500000 Penalty: 5344.664551
	Iteration 7F: 3 clusters Score -7151422 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -7153029.000000 Penalty: 5344.664551
	Iteration 8F: 3 clusters Score -7153029 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7155016.500000 Penalty: 5344.664551
	Iteration 9F: 3 clusters Score -7155016 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7157254.000000 Penalty: 5344.664551
	Iteration 10F: 3 clusters Score -7157254 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -7159522.500000 Penalty: 5344.664551
	Iteration 11F: 3 clusters Score -7159522 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -7161370.500000 Penalty: 5344.664551
	Iteration 12Q: 3 clusters Score -7161370 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -7162626.000000 Penalty: 5344.664551
	Iteration 13Q: 3 clusters Score -7162626 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -7163344.000000 Penalty: 5344.664551
	Iteration 14Q: 3 clusters Score -7163344 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -7163664.000000 Penalty: 5344.664551
	Iteration 15Q: 3 clusters Score -7163664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -7163832.500000 Penalty: 5344.664551
	Iteration 16Q: 3 clusters Score -7163832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -7163893.500000 Penalty: 5344.664551
	Iteration 17Q: 3 clusters Score -7163894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -7163928.500000 Penalty: 5344.664551
	Iteration 18Q: 3 clusters Score -7163928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -7163952.500000 Penalty: 5344.664551
	Iteration 19Q: 3 clusters Score -7163952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -7163961.000000 Penalty: 5344.664551
	Iteration 20F: 3 clusters Score -7163961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7163965.000000 Penalty: 5344.664551
	Iteration 21Q: 3 clusters Score -7163965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -7163963.500000 Penalty: 5344.664551
	Iteration 22Q: 3 clusters Score -7163964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -7163969.000000 Penalty: 5344.664551
	Iteration 23Q: 3 clusters Score -7163969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -7163971.000000 Penalty: 5344.664551
	Iteration 24Q: 3 clusters Score -7163971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -7163973.000000 Penalty: 5344.664551
	Iteration 25Q: 3 clusters Score -7163973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -7163969.500000 Penalty: 5344.664551
	Iteration 26Q: 3 clusters Score -7163970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -7163969.000000 Penalty: 5344.664551
	Iteration 27Q: 3 clusters Score -7163969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -7163974.000000 Penalty: 5344.664551
	Iteration 28Q: 3 clusters Score -7163974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -7163979.500000 Penalty: 5344.664551
	Iteration 29Q: 3 clusters Score -7163980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -7163979.500000 Penalty: 5344.664551
	Iteration 30Q: 3 clusters Score -7163980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -7163982.000000 Penalty: 5344.664551
	Iteration 31Q: 3 clusters Score -7163982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -7163983.500000 Penalty: 5344.664551
	Iteration 32Q: 3 clusters Score -7163984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -7163986.000000 Penalty: 5344.664551
	Iteration 33Q: 3 clusters Score -7163986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -7163990.500000 Penalty: 5344.664551
	Iteration 34Q: 3 clusters Score -7163990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -7163999.500000 Penalty: 5344.664551
	Iteration 35Q: 3 clusters Score -7164000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7164001.500000 Penalty: 5344.664551
	Iteration 36Q: 3 clusters Score -7164002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7164002.500000 Penalty: 5344.664551
	Iteration 37Q: 3 clusters Score -7164002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -7164001.000000 Penalty: 5344.664551
	Iteration 38Q: 3 clusters Score -7164001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -7164001.000000 Penalty: 5344.664551
	Iteration 39F: 3 clusters Score -7164001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Entering Unmasked Estep 
Score: -7767273.000000 Penalty: 2690.919434
	Iteration 0F: 2 clusters Score -7767273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -7732603.500000 Penalty: 5381.838867
	Iteration 0F: 3 clusters Score -7732604 nChanged 23752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7746119.000000 Penalty: 5381.838867
	Iteration 1F: 3 clusters Score -7746119 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -7746923.000000 Penalty: 5381.838867
	Iteration 2Q: 3 clusters Score -7746923 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -7747889.500000 Penalty: 5381.838867
	Iteration 3Q: 3 clusters Score -7747890 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7749228.000000 Penalty: 5381.838867
	Iteration 4F: 3 clusters Score -7749228 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -7751089.000000 Penalty: 5381.838867
	Iteration 5F: 3 clusters Score -7751089 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -7753476.500000 Penalty: 5381.838867
	Iteration 6F: 3 clusters Score -7753476 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7756035.500000 Penalty: 5381.838867
	Iteration 7F: 3 clusters Score -7756036 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -7758453.000000 Penalty: 5381.838867
	Iteration 8F: 3 clusters Score -7758453 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -7760595.500000 Penalty: 5381.838867
	Iteration 9Q: 3 clusters Score -7760596 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -7762712.500000 Penalty: 5381.838867
	Iteration 10Q: 3 clusters Score -7762712 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -7764068.500000 Penalty: 5381.838867
	Iteration 11Q: 3 clusters Score -7764068 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7764407.000000 Penalty: 5381.838867
	Iteration 12Q: 3 clusters Score -7764407 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -7764609.000000 Penalty: 5381.838867
	Iteration 13Q: 3 clusters Score -7764609 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -7764711.000000 Penalty: 5381.838867
	Iteration 14Q: 3 clusters Score -7764711 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -7764805.500000 Penalty: 5381.838867
	Iteration 15Q: 3 clusters Score -7764806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -7764850.500000 Penalty: 5381.838867
	Iteration 16Q: 3 clusters Score -7764850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -7764895.000000 Penalty: 5381.838867
	Iteration 17Q: 3 clusters Score -7764895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -7764919.000000 Penalty: 5381.838867
	Iteration 18Q: 3 clusters Score -7764919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -7764948.500000 Penalty: 5381.838867
	Iteration 19Q: 3 clusters Score -7764948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -7764950.000000 Penalty: 5381.838867
	Iteration 20F: 3 clusters Score -7764950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -7764951.500000 Penalty: 5381.838867
	Iteration 21Q: 3 clusters Score -7764952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -7764963.500000 Penalty: 5381.838867
	Iteration 22Q: 3 clusters Score -7764964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -7764982.000000 Penalty: 5381.838867
	Iteration 23Q: 3 clusters Score -7764982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -7764994.500000 Penalty: 5381.838867
	Iteration 24Q: 3 clusters Score -7764994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -7764999.500000 Penalty: 5381.838867
	Iteration 25Q: 3 clusters Score -7765000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -7765004.000000 Penalty: 5381.838867
	Iteration 26Q: 3 clusters Score -7765004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -7765014.000000 Penalty: 5381.838867
	Iteration 27Q: 3 clusters Score -7765014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -7765016.500000 Penalty: 5381.838867
	Iteration 28Q: 3 clusters Score -7765016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -7765027.000000 Penalty: 5381.838867
	Iteration 29Q: 3 clusters Score -7765027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -7765027.500000 Penalty: 5381.838867
	Iteration 30Q: 3 clusters Score -7765028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -7765027.000000 Penalty: 5381.838867
	Iteration 31Q: 3 clusters Score -7765027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -7765024.000000 Penalty: 5381.838867
	Iteration 32Q: 3 clusters Score -7765024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -7765029.500000 Penalty: 5381.838867
	Iteration 33Q: 3 clusters Score -7765030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -7765035.500000 Penalty: 5381.838867
	Iteration 34Q: 3 clusters Score -7765036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -7765047.000000 Penalty: 5381.838867
	Iteration 35Q: 3 clusters Score -7765047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -7765038.000000 Penalty: 5381.838867
	Iteration 36Q: 3 clusters Score -7765038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -7765038.000000 Penalty: 5381.838867
	Iteration 37Q: 3 clusters Score -7765038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -7765047.000000 Penalty: 5381.838867
	Iteration 38Q: 3 clusters Score -7765047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7765046.500000 Penalty: 5381.838867
	Iteration 39Q: 3 clusters Score -7765046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -7765050.000000 Penalty: 5381.838867
	Iteration 40F: 3 clusters Score -7765050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -7765062.500000 Penalty: 5381.838867
	Iteration 41Q: 3 clusters Score -7765062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -7765048.000000 Penalty: 5381.838867
	Iteration 42Q: 3 clusters Score -7765048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -7765050.000000 Penalty: 5381.838867
	Iteration 43Q: 3 clusters Score -7765050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -7765060.000000 Penalty: 5381.838867
	Iteration 44Q: 3 clusters Score -7765060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -7765051.500000 Penalty: 5381.838867
	Iteration 45Q: 3 clusters Score -7765052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -7765049.000000 Penalty: 5381.838867
	Iteration 46Q: 3 clusters Score -7765049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -7765049.000000 Penalty: 5381.838867
	Iteration 47F: 3 clusters Score -7765049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54388.046875 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54388.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54646.531250 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54646.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54793.570312 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54793.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54924.144531 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54924.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54969.449219 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54969.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54985.183594 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -54985.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55005.519531 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55005.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55016.625000 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55016.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55024.222656 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55024.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55027.914062 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55027.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55027.914062 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -55027.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Entering Unmasked Estep 
Score: -10476678.000000 Penalty: 2758.409668
	Iteration 0F: 2 clusters Score -1.047668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -10431352.000000 Penalty: 5516.819336
	Iteration 0F: 3 clusters Score -1.043135e+07 nChanged 31639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -10449140.000000 Penalty: 5516.819336
	Iteration 1F: 3 clusters Score -1.044914e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -10449669.000000 Penalty: 5516.819336
	Iteration 2Q: 3 clusters Score -1.044967e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -10450244.000000 Penalty: 5516.819336
	Iteration 3Q: 3 clusters Score -1.045024e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -10450843.000000 Penalty: 5516.819336
	Iteration 4Q: 3 clusters Score -1.045084e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -10451499.000000 Penalty: 5516.819336
	Iteration 5Q: 3 clusters Score -1.04515e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -10452514.000000 Penalty: 5516.819336
	Iteration 6Q: 3 clusters Score -1.045251e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -10454026.000000 Penalty: 5516.819336
	Iteration 7Q: 3 clusters Score -1.045403e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -10456065.000000 Penalty: 5516.819336
	Iteration 8F: 3 clusters Score -1.045606e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -10458830.000000 Penalty: 5516.819336
	Iteration 9F: 3 clusters Score -1.045883e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -10462205.000000 Penalty: 5516.819336
	Iteration 10F: 3 clusters Score -1.04622e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -10465259.000000 Penalty: 5516.819336
	Iteration 11F: 3 clusters Score -1.046526e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -10467099.000000 Penalty: 5516.819336
	Iteration 12Q: 3 clusters Score -1.04671e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -10467822.000000 Penalty: 5516.819336
	Iteration 13Q: 3 clusters Score -1.046782e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -10468168.000000 Penalty: 5516.819336
	Iteration 14Q: 3 clusters Score -1.046817e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -10468450.000000 Penalty: 5516.819336
	Iteration 15Q: 3 clusters Score -1.046845e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -10468629.000000 Penalty: 5516.819336
	Iteration 16Q: 3 clusters Score -1.046863e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -10468808.000000 Penalty: 5516.819336
	Iteration 17Q: 3 clusters Score -1.046881e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -10469072.000000 Penalty: 5516.819336
	Iteration 18Q: 3 clusters Score -1.046907e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -10469339.000000 Penalty: 5516.819336
	Iteration 19Q: 3 clusters Score -1.046934e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -10469586.000000 Penalty: 5516.819336
	Iteration 20F: 3 clusters Score -1.046959e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -10469832.000000 Penalty: 5516.819336
	Iteration 21Q: 3 clusters Score -1.046983e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -10470103.000000 Penalty: 5516.819336
	Iteration 22Q: 3 clusters Score -1.04701e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -10470324.000000 Penalty: 5516.819336
	Iteration 23Q: 3 clusters Score -1.047032e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -10470618.000000 Penalty: 5516.819336
	Iteration 24Q: 3 clusters Score -1.047062e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -10470868.000000 Penalty: 5516.819336
	Iteration 25Q: 3 clusters Score -1.047087e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -10471142.000000 Penalty: 5516.819336
	Iteration 26Q: 3 clusters Score -1.047114e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -10471435.000000 Penalty: 5516.819336
	Iteration 27Q: 3 clusters Score -1.047144e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -10471716.000000 Penalty: 5516.819336
	Iteration 28Q: 3 clusters Score -1.047172e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -10471961.000000 Penalty: 5516.819336
	Iteration 29Q: 3 clusters Score -1.047196e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -10472245.000000 Penalty: 5516.819336
	Iteration 30Q: 3 clusters Score -1.047224e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -10472494.000000 Penalty: 5516.819336
	Iteration 31Q: 3 clusters Score -1.047249e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -10472738.000000 Penalty: 5516.819336
	Iteration 32Q: 3 clusters Score -1.047274e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -10472901.000000 Penalty: 5516.819336
	Iteration 33Q: 3 clusters Score -1.04729e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -10473054.000000 Penalty: 5516.819336
	Iteration 34Q: 3 clusters Score -1.047305e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -10473235.000000 Penalty: 5516.819336
	Iteration 35Q: 3 clusters Score -1.047324e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -10473366.000000 Penalty: 5516.819336
	Iteration 36Q: 3 clusters Score -1.047337e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -10473495.000000 Penalty: 5516.819336
	Iteration 37Q: 3 clusters Score -1.04735e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -10473681.000000 Penalty: 5516.819336
	Iteration 38Q: 3 clusters Score -1.047368e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -10473741.000000 Penalty: 5516.819336
	Iteration 39Q: 3 clusters Score -1.047374e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -10473846.000000 Penalty: 5516.819336
	Iteration 40F: 3 clusters Score -1.047385e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -10473932.000000 Penalty: 5516.819336
	Iteration 41Q: 3 clusters Score -1.047393e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -10474002.000000 Penalty: 5516.819336
	Iteration 42Q: 3 clusters Score -1.0474e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -10474065.000000 Penalty: 5516.819336
	Iteration 43Q: 3 clusters Score -1.047406e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -10474127.000000 Penalty: 5516.819336
	Iteration 44Q: 3 clusters Score -1.047413e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -10474194.000000 Penalty: 5516.819336
	Iteration 45Q: 3 clusters Score -1.047419e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -10474276.000000 Penalty: 5516.819336
	Iteration 46Q: 3 clusters Score -1.047428e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -10474312.000000 Penalty: 5516.819336
	Iteration 47Q: 3 clusters Score -1.047431e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -10474360.000000 Penalty: 5516.819336
	Iteration 48Q: 3 clusters Score -1.047436e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -10474380.000000 Penalty: 5516.819336
	Iteration 49Q: 3 clusters Score -1.047438e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -10474398.000000 Penalty: 5516.819336
	Iteration 50Q: 3 clusters Score -1.04744e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -10474425.000000 Penalty: 5516.819336
	Iteration 51Q: 3 clusters Score -1.047442e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -10474473.000000 Penalty: 5516.819336
	Iteration 52Q: 3 clusters Score -1.047447e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -10474492.000000 Penalty: 5516.819336
	Iteration 53Q: 3 clusters Score -1.047449e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -10474505.000000 Penalty: 5516.819336
	Iteration 54Q: 3 clusters Score -1.04745e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -10474527.000000 Penalty: 5516.819336
	Iteration 55Q: 3 clusters Score -1.047453e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -10474535.000000 Penalty: 5516.819336
	Iteration 56Q: 3 clusters Score -1.047454e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -10474544.000000 Penalty: 5516.819336
	Iteration 57Q: 3 clusters Score -1.047454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -10474550.000000 Penalty: 5516.819336
	Iteration 58Q: 3 clusters Score -1.047455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -10474555.000000 Penalty: 5516.819336
	Iteration 59Q: 3 clusters Score -1.047456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -10474568.000000 Penalty: 5516.819336
	Iteration 60F: 3 clusters Score -1.047457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -10474584.000000 Penalty: 5516.819336
	Iteration 61Q: 3 clusters Score -1.047458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -10474586.000000 Penalty: 5516.819336
	Iteration 62Q: 3 clusters Score -1.047459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -10474601.000000 Penalty: 5516.819336
	Iteration 63Q: 3 clusters Score -1.04746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -10474611.000000 Penalty: 5516.819336
	Iteration 64Q: 3 clusters Score -1.047461e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -10474624.000000 Penalty: 5516.819336
	Iteration 65Q: 3 clusters Score -1.047462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -10474620.000000 Penalty: 5516.819336
	Iteration 66Q: 3 clusters Score -1.047462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -10474622.000000 Penalty: 5516.819336
	Iteration 67Q: 3 clusters Score -1.047462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -10474617.000000 Penalty: 5516.819336
	Iteration 68Q: 3 clusters Score -1.047462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -10474619.000000 Penalty: 5516.819336
	Iteration 69Q: 3 clusters Score -1.047462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -10474628.000000 Penalty: 5516.819336
	Iteration 70Q: 3 clusters Score -1.047463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -10474645.000000 Penalty: 5516.819336
	Iteration 71Q: 3 clusters Score -1.047464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -10474630.000000 Penalty: 5516.819336
	Iteration 72Q: 3 clusters Score -1.047463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -10474629.000000 Penalty: 5516.819336
	Iteration 73Q: 3 clusters Score -1.047463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -10474627.000000 Penalty: 5516.819336
	Iteration 74Q: 3 clusters Score -1.047463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -10474621.000000 Penalty: 5516.819336
	Iteration 75Q: 3 clusters Score -1.047462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -10474637.000000 Penalty: 5516.819336
	Iteration 76Q: 3 clusters Score -1.047464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -10474644.000000 Penalty: 5516.819336
	Iteration 77Q: 3 clusters Score -1.047464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -10474642.000000 Penalty: 5516.819336
	Iteration 78Q: 3 clusters Score -1.047464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -10474645.000000 Penalty: 5516.819336
	Iteration 79Q: 3 clusters Score -1.047464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -10474644.000000 Penalty: 5516.819336
	Iteration 80F: 3 clusters Score -1.047464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -10474658.000000 Penalty: 5516.819336
	Iteration 81Q: 3 clusters Score -1.047466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -10474668.000000 Penalty: 5516.819336
	Iteration 82Q: 3 clusters Score -1.047467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -10474666.000000 Penalty: 5516.819336
	Iteration 83Q: 3 clusters Score -1.047467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -10474681.000000 Penalty: 5516.819336
	Iteration 84Q: 3 clusters Score -1.047468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -10474681.000000 Penalty: 5516.819336
	Iteration 85Q: 3 clusters Score -1.047468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -10474685.000000 Penalty: 5516.819336
	Iteration 86Q: 3 clusters Score -1.047468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -10474696.000000 Penalty: 5516.819336
	Iteration 87Q: 3 clusters Score -1.04747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -10474707.000000 Penalty: 5516.819336
	Iteration 88Q: 3 clusters Score -1.047471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -10474702.000000 Penalty: 5516.819336
	Iteration 89Q: 3 clusters Score -1.04747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -10474710.000000 Penalty: 5516.819336
	Iteration 90Q: 3 clusters Score -1.047471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -10474705.000000 Penalty: 5516.819336
	Iteration 91Q: 3 clusters Score -1.04747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -10474706.000000 Penalty: 5516.819336
	Iteration 92Q: 3 clusters Score -1.047471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -10474708.000000 Penalty: 5516.819336
	Iteration 93Q: 3 clusters Score -1.047471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -10474708.000000 Penalty: 5516.819336
	Iteration 94F: 3 clusters Score -1.047471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Entering Unmasked Estep 
Score: -3171486.500000 Penalty: 2478.685303
	Iteration 0F: 2 clusters Score -3171486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3156298.750000 Penalty: 4957.370605
	Iteration 0F: 3 clusters Score -3156299 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3161356.000000 Penalty: 4957.370605
	Iteration 1F: 3 clusters Score -3161356 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3161799.250000 Penalty: 4957.370605
	Iteration 2F: 3 clusters Score -3161799 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3162169.750000 Penalty: 4957.370605
	Iteration 3Q: 3 clusters Score -3162170 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3162550.000000 Penalty: 4957.370605
	Iteration 4Q: 3 clusters Score -3162550 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3162951.750000 Penalty: 4957.370605
	Iteration 5Q: 3 clusters Score -3162952 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3163383.500000 Penalty: 4957.370605
	Iteration 6Q: 3 clusters Score -3163384 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3163898.000000 Penalty: 4957.370605
	Iteration 7Q: 3 clusters Score -3163898 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3164568.750000 Penalty: 4957.370605
	Iteration 8F: 3 clusters Score -3164569 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3165381.500000 Penalty: 4957.370605
	Iteration 9F: 3 clusters Score -3165382 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3166277.750000 Penalty: 4957.370605
	Iteration 10F: 3 clusters Score -3166278 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3167171.250000 Penalty: 4957.370605
	Iteration 11F: 3 clusters Score -3167171 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3168001.750000 Penalty: 4957.370605
	Iteration 12Q: 3 clusters Score -3168002 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3168635.500000 Penalty: 4957.370605
	Iteration 13Q: 3 clusters Score -3168636 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3169051.250000 Penalty: 4957.370605
	Iteration 14Q: 3 clusters Score -3169051 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3169314.500000 Penalty: 4957.370605
	Iteration 15Q: 3 clusters Score -3169314 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3169495.500000 Penalty: 4957.370605
	Iteration 16Q: 3 clusters Score -3169496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3169594.500000 Penalty: 4957.370605
	Iteration 17Q: 3 clusters Score -3169594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3169641.000000 Penalty: 4957.370605
	Iteration 18Q: 3 clusters Score -3169641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3169678.750000 Penalty: 4957.370605
	Iteration 19Q: 3 clusters Score -3169679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3169700.000000 Penalty: 4957.370605
	Iteration 20F: 3 clusters Score -3169700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3169717.000000 Penalty: 4957.370605
	Iteration 21Q: 3 clusters Score -3169717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3169727.000000 Penalty: 4957.370605
	Iteration 22Q: 3 clusters Score -3169727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3169733.500000 Penalty: 4957.370605
	Iteration 23Q: 3 clusters Score -3169734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3169747.000000 Penalty: 4957.370605
	Iteration 24Q: 3 clusters Score -3169747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3169747.000000 Penalty: 4957.370605
	Iteration 25Q: 3 clusters Score -3169747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3169747.000000 Penalty: 4957.370605
	Iteration 26F: 3 clusters Score -3169747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -311463.906250 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -311463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -308820.843750 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -308820.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -309259.687500 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -309259.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -309381.093750 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -309381.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -309450.250000 Penalty: 3774.245850
	Iteration 3Q: 3 clusters Score -309450.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -309501.062500 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -309501.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -309546.718750 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -309546.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -309575.562500 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -309575.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -309595.656250 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -309595.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -309606.281250 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -309606.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -309617.500000 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -309617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -309624.312500 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -309624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -309632.281250 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -309632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309639.406250 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -309639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -309643.812500 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -309643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -309646.000000 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -309646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -309647.968750 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -309648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -309649.281250 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -309649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309650.781250 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -309650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -309651.593750 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -309651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -309652.125000 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -309652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309653.093750 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -309653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -309654.812500 Penalty: 3774.245850
	Iteration 21Q: 3 clusters Score -309654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -309654.812500 Penalty: 3774.245850
	Iteration 22F: 3 clusters Score -309654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 107 members 
Entering Unmasked Estep 
Score: -27941.585938 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27941.59 nChanged 23
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: -28048.173828 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28048.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28076.240234 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28076.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28076.240234 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -28076.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (110156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Entering Unmasked Estep 
Score: -17073258.000000 Penalty: 2879.193848
	Iteration 0F: 2 clusters Score -1.707326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -17007994.000000 Penalty: 5758.387695
	Iteration 0F: 3 clusters Score -1.700799e+07 nChanged 52067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -17037526.000000 Penalty: 5758.387695
	Iteration 1F: 3 clusters Score -1.703753e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -17038104.000000 Penalty: 5758.387695
	Iteration 2Q: 3 clusters Score -1.70381e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -17038700.000000 Penalty: 5758.387695
	Iteration 3Q: 3 clusters Score -1.70387e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -17039384.000000 Penalty: 5758.387695
	Iteration 4Q: 3 clusters Score -1.703938e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -17040314.000000 Penalty: 5758.387695
	Iteration 5Q: 3 clusters Score -1.704031e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -17041870.000000 Penalty: 5758.387695
	Iteration 6Q: 3 clusters Score -1.704187e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -17044124.000000 Penalty: 5758.387695
	Iteration 7Q: 3 clusters Score -1.704412e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -17047996.000000 Penalty: 5758.387695
	Iteration 8F: 3 clusters Score -1.7048e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -17053248.000000 Penalty: 5758.387695
	Iteration 9F: 3 clusters Score -1.705325e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -17059036.000000 Penalty: 5758.387695
	Iteration 10F: 3 clusters Score -1.705904e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -17064152.000000 Penalty: 5758.387695
	Iteration 11F: 3 clusters Score -1.706415e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -17067244.000000 Penalty: 5758.387695
	Iteration 12Q: 3 clusters Score -1.706724e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -17068920.000000 Penalty: 5758.387695
	Iteration 13Q: 3 clusters Score -1.706892e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -17069754.000000 Penalty: 5758.387695
	Iteration 14Q: 3 clusters Score -1.706975e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -17070388.000000 Penalty: 5758.387695
	Iteration 15Q: 3 clusters Score -1.707039e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -17070738.000000 Penalty: 5758.387695
	Iteration 16Q: 3 clusters Score -1.707074e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -17071012.000000 Penalty: 5758.387695
	Iteration 17Q: 3 clusters Score -1.707101e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -17071154.000000 Penalty: 5758.387695
	Iteration 18Q: 3 clusters Score -1.707115e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -17071172.000000 Penalty: 5758.387695
	Iteration 19Q: 3 clusters Score -1.707117e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -17071212.000000 Penalty: 5758.387695
	Iteration 20F: 3 clusters Score -1.707121e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -17071294.000000 Penalty: 5758.387695
	Iteration 21Q: 3 clusters Score -1.707129e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -17071286.000000 Penalty: 5758.387695
	Iteration 22Q: 3 clusters Score -1.707129e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -17071312.000000 Penalty: 5758.387695
	Iteration 23Q: 3 clusters Score -1.707131e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 108283 members 
Entering Unmasked Estep 
Score: -17071282.000000 Penalty: 5758.387695
	Iteration 24Q: 3 clusters Score -1.707128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -17071308.000000 Penalty: 5758.387695
	Iteration 25Q: 3 clusters Score -1.707131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -17071334.000000 Penalty: 5758.387695
	Iteration 26Q: 3 clusters Score -1.707133e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -17071346.000000 Penalty: 5758.387695
	Iteration 27Q: 3 clusters Score -1.707135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -17071364.000000 Penalty: 5758.387695
	Iteration 28Q: 3 clusters Score -1.707136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -17071344.000000 Penalty: 5758.387695
	Iteration 29Q: 3 clusters Score -1.707134e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -17071356.000000 Penalty: 5758.387695
	Iteration 30Q: 3 clusters Score -1.707136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -17071342.000000 Penalty: 5758.387695
	Iteration 31Q: 3 clusters Score -1.707134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 108636 members 
Entering Unmasked Estep 
Score: -17071304.000000 Penalty: 5758.387695
	Iteration 32Q: 3 clusters Score -1.70713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -17071326.000000 Penalty: 5758.387695
	Iteration 33Q: 3 clusters Score -1.707133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -17071322.000000 Penalty: 5758.387695
	Iteration 34Q: 3 clusters Score -1.707132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -17071324.000000 Penalty: 5758.387695
	Iteration 35Q: 3 clusters Score -1.707132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -17071360.000000 Penalty: 5758.387695
	Iteration 36Q: 3 clusters Score -1.707136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -17071364.000000 Penalty: 5758.387695
	Iteration 37Q: 3 clusters Score -1.707136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -17071376.000000 Penalty: 5758.387695
	Iteration 38Q: 3 clusters Score -1.707138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -17071364.000000 Penalty: 5758.387695
	Iteration 39Q: 3 clusters Score -1.707136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -17071366.000000 Penalty: 5758.387695
	Iteration 40F: 3 clusters Score -1.707137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -17071366.000000 Penalty: 5758.387695
	Iteration 41Q: 3 clusters Score -1.707137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -17071362.000000 Penalty: 5758.387695
	Iteration 42Q: 3 clusters Score -1.707136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -17071356.000000 Penalty: 5758.387695
	Iteration 43Q: 3 clusters Score -1.707136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -17071366.000000 Penalty: 5758.387695
	Iteration 44Q: 3 clusters Score -1.707137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -17071370.000000 Penalty: 5758.387695
	Iteration 45Q: 3 clusters Score -1.707137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -17071366.000000 Penalty: 5758.387695
	Iteration 46Q: 3 clusters Score -1.707137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -17071370.000000 Penalty: 5758.387695
	Iteration 47Q: 3 clusters Score -1.707137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -17071368.000000 Penalty: 5758.387695
	Iteration 48Q: 3 clusters Score -1.707137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -17071378.000000 Penalty: 5758.387695
	Iteration 49Q: 3 clusters Score -1.707138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 108847 members 
Entering Unmasked Estep 
Score: -17071380.000000 Penalty: 5758.387695
	Iteration 50Q: 3 clusters Score -1.707138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -17071366.000000 Penalty: 5758.387695
	Iteration 51Q: 3 clusters Score -1.707137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -17071372.000000 Penalty: 5758.387695
	Iteration 52Q: 3 clusters Score -1.707137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -17071372.000000 Penalty: 5758.387695
	Iteration 53F: 3 clusters Score -1.707137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -367391.093750 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -367391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -364271.343750 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -364271.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365208.093750 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -365208.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -365592.281250 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -365592.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365831.156250 Penalty: 3947.801025
	Iteration 3F: 3 clusters Score -365831.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -366132.375000 Penalty: 3947.801025
	Iteration 4F: 3 clusters Score -366132.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -366540.906250 Penalty: 3947.801025
	Iteration 5F: 3 clusters Score -366540.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -366859.031250 Penalty: 3947.801025
	Iteration 6F: 3 clusters Score -366859 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -367024.468750 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -367024.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -367140.281250 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -367140.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -367214.125000 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -367214.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -367247.875000 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -367247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -367262.500000 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -367262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -367272.562500 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -367272.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -367279.187500 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -367279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -367286.937500 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -367286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -367304.125000 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -367304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -367338.625000 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -367338.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -367359.437500 Penalty: 3947.801025
	Iteration 17Q: 3 clusters Score -367359.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -367376.625000 Penalty: 3947.801025
	Iteration 18Q: 3 clusters Score -367376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -367389.687500 Penalty: 3947.801025
	Iteration 19Q: 3 clusters Score -367389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -367395.437500 Penalty: 3947.801025
	Iteration 20F: 3 clusters Score -367395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -367401.125000 Penalty: 3947.801025
	Iteration 21Q: 3 clusters Score -367401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -367406.656250 Penalty: 3947.801025
	Iteration 22Q: 3 clusters Score -367406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -367407.031250 Penalty: 3947.801025
	Iteration 23Q: 3 clusters Score -367407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -367407.875000 Penalty: 3947.801025
	Iteration 24Q: 3 clusters Score -367407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -367407.875000 Penalty: 3947.801025
	Iteration 25F: 3 clusters Score -367407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 102802 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65949 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 119956 members 
Mstep: Class 11 contains 109914 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99589 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51559 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110156 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137775600.000000 Penalty: 95326.062500
Splitting cluster 26 changes total score from -137777088.000000 to -137775600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 77 members 
Entering Unmasked Estep 
Score: -17299.667969 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17299.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17365.634766 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17365.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17391.187500 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17391.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17412.757812 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -17412.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17412.757812 Penalty: 2495.097168
	Iteration 4F: 3 clusters Score -17412.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Entering Unmasked Estep 
Score: -895415.125000 Penalty: 2157.603760
	Iteration 0F: 2 clusters Score -895415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -890221.625000 Penalty: 4315.207520
	Iteration 0F: 3 clusters Score -890221.6 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -891467.312500 Penalty: 4315.207520
	Iteration 1F: 3 clusters Score -891467.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -891706.250000 Penalty: 4315.207520
	Iteration 2F: 3 clusters Score -891706.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -891871.500000 Penalty: 4315.207520
	Iteration 3F: 3 clusters Score -891871.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -891988.000000 Penalty: 4315.207520
	Iteration 4Q: 3 clusters Score -891988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -892054.750000 Penalty: 4315.207520
	Iteration 5Q: 3 clusters Score -892054.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -892113.375000 Penalty: 4315.207520
	Iteration 6Q: 3 clusters Score -892113.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -892163.625000 Penalty: 4315.207520
	Iteration 7Q: 3 clusters Score -892163.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -892207.312500 Penalty: 4315.207520
	Iteration 8Q: 3 clusters Score -892207.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -892244.937500 Penalty: 4315.207520
	Iteration 9Q: 3 clusters Score -892244.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -892283.937500 Penalty: 4315.207520
	Iteration 10Q: 3 clusters Score -892283.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -892323.375000 Penalty: 4315.207520
	Iteration 11Q: 3 clusters Score -892323.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -892371.750000 Penalty: 4315.207520
	Iteration 12Q: 3 clusters Score -892371.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -892409.312500 Penalty: 4315.207520
	Iteration 13Q: 3 clusters Score -892409.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -892443.875000 Penalty: 4315.207520
	Iteration 14Q: 3 clusters Score -892443.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -892482.875000 Penalty: 4315.207520
	Iteration 15Q: 3 clusters Score -892482.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -892520.937500 Penalty: 4315.207520
	Iteration 16Q: 3 clusters Score -892520.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -892583.437500 Penalty: 4315.207520
	Iteration 17Q: 3 clusters Score -892583.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -892646.875000 Penalty: 4315.207520
	Iteration 18Q: 3 clusters Score -892646.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -892716.562500 Penalty: 4315.207520
	Iteration 19Q: 3 clusters Score -892716.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -892785.687500 Penalty: 4315.207520
	Iteration 20F: 3 clusters Score -892785.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -892864.187500 Penalty: 4315.207520
	Iteration 21Q: 3 clusters Score -892864.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -892940.687500 Penalty: 4315.207520
	Iteration 22Q: 3 clusters Score -892940.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -893022.625000 Penalty: 4315.207520
	Iteration 23Q: 3 clusters Score -893022.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -893118.437500 Penalty: 4315.207520
	Iteration 24Q: 3 clusters Score -893118.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -893201.437500 Penalty: 4315.207520
	Iteration 25Q: 3 clusters Score -893201.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -893292.187500 Penalty: 4315.207520
	Iteration 26Q: 3 clusters Score -893292.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -893384.562500 Penalty: 4315.207520
	Iteration 27Q: 3 clusters Score -893384.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -893459.125000 Penalty: 4315.207520
	Iteration 28Q: 3 clusters Score -893459.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -893530.750000 Penalty: 4315.207520
	Iteration 29Q: 3 clusters Score -893530.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -893593.875000 Penalty: 4315.207520
	Iteration 30Q: 3 clusters Score -893593.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -893637.312500 Penalty: 4315.207520
	Iteration 31Q: 3 clusters Score -893637.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -893671.625000 Penalty: 4315.207520
	Iteration 32Q: 3 clusters Score -893671.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -893700.437500 Penalty: 4315.207520
	Iteration 33Q: 3 clusters Score -893700.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -893721.312500 Penalty: 4315.207520
	Iteration 34Q: 3 clusters Score -893721.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -893747.812500 Penalty: 4315.207520
	Iteration 35Q: 3 clusters Score -893747.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -893760.062500 Penalty: 4315.207520
	Iteration 36Q: 3 clusters Score -893760.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -893773.937500 Penalty: 4315.207520
	Iteration 37Q: 3 clusters Score -893773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -893780.687500 Penalty: 4315.207520
	Iteration 38Q: 3 clusters Score -893780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -893789.000000 Penalty: 4315.207520
	Iteration 39Q: 3 clusters Score -893789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -893794.625000 Penalty: 4315.207520
	Iteration 40F: 3 clusters Score -893794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -893802.062500 Penalty: 4315.207520
	Iteration 41Q: 3 clusters Score -893802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -893805.187500 Penalty: 4315.207520
	Iteration 42Q: 3 clusters Score -893805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -893806.250000 Penalty: 4315.207520
	Iteration 43Q: 3 clusters Score -893806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -893807.625000 Penalty: 4315.207520
	Iteration 44Q: 3 clusters Score -893807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -893808.875000 Penalty: 4315.207520
	Iteration 45Q: 3 clusters Score -893808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -893811.250000 Penalty: 4315.207520
	Iteration 46Q: 3 clusters Score -893811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -893811.875000 Penalty: 4315.207520
	Iteration 47Q: 3 clusters Score -893811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -893813.125000 Penalty: 4315.207520
	Iteration 48Q: 3 clusters Score -893813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -893814.250000 Penalty: 4315.207520
	Iteration 49Q: 3 clusters Score -893814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -893816.687500 Penalty: 4315.207520
	Iteration 50Q: 3 clusters Score -893816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -893818.875000 Penalty: 4315.207520
	Iteration 51Q: 3 clusters Score -893818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -893823.062500 Penalty: 4315.207520
	Iteration 52Q: 3 clusters Score -893823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -893825.062500 Penalty: 4315.207520
	Iteration 53Q: 3 clusters Score -893825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -893826.812500 Penalty: 4315.207520
	Iteration 54Q: 3 clusters Score -893826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -893829.437500 Penalty: 4315.207520
	Iteration 55Q: 3 clusters Score -893829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -893831.937500 Penalty: 4315.207520
	Iteration 56Q: 3 clusters Score -893831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -893834.000000 Penalty: 4315.207520
	Iteration 57Q: 3 clusters Score -893834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -893834.500000 Penalty: 4315.207520
	Iteration 58Q: 3 clusters Score -893834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -893835.250000 Penalty: 4315.207520
	Iteration 59Q: 3 clusters Score -893835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -893836.562500 Penalty: 4315.207520
	Iteration 60F: 3 clusters Score -893836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -893837.062500 Penalty: 4315.207520
	Iteration 61Q: 3 clusters Score -893837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -893837.062500 Penalty: 4315.207520
	Iteration 62F: 3 clusters Score -893837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 102802 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65949 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 119956 members 
Mstep: Class 11 contains 109914 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99589 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51559 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110156 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776944.000000 Penalty: 91921.562500
Iteration 239Q: 28 clusters Score -1.377769e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 102787 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65941 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35519 members 
Mstep: Class 10 contains 119954 members 
Mstep: Class 11 contains 109883 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99567 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51553 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67664 members 
Mstep: Class 22 contains 21904 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110147 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776912.000000 Penalty: 91921.562500
Iteration 240F: 28 clusters Score -1.377769e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17327 members 
Mstep: Class 5 contains 102781 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65929 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35519 members 
Mstep: Class 10 contains 119952 members 
Mstep: Class 11 contains 109847 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 99560 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51549 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67649 members 
Mstep: Class 22 contains 21904 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110135 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776960.000000 Penalty: 91921.562500
Iteration 241Q: 28 clusters Score -1.37777e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 17431 members 
Mstep: Class 5 contains 102765 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65914 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35517 members 
Mstep: Class 10 contains 119951 members 
Mstep: Class 11 contains 109825 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19876 members 
Mstep: Class 17 contains 99540 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51549 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67634 members 
Mstep: Class 22 contains 21905 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110123 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776784.000000 Penalty: 91921.562500
Iteration 242Q: 28 clusters Score -1.377768e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 17528 members 
Mstep: Class 5 contains 102779 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65906 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35517 members 
Mstep: Class 10 contains 119913 members 
Mstep: Class 11 contains 109822 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19877 members 
Mstep: Class 17 contains 99506 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 51542 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67619 members 
Mstep: Class 22 contains 21907 members 
Mstep: Class 23 contains 2013 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110118 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776800.000000 Penalty: 91921.562500
Iteration 243Q: 28 clusters Score -1.377768e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17625 members 
Mstep: Class 5 contains 102795 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65908 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35517 members 
Mstep: Class 10 contains 119884 members 
Mstep: Class 11 contains 109811 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19880 members 
Mstep: Class 17 contains 99454 members 
Mstep: Class 18 contains 47829 members 
Mstep: Class 19 contains 51540 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67608 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110107 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776976.000000 Penalty: 91921.562500
Iteration 244Q: 28 clusters Score -1.37777e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17719 members 
Mstep: Class 5 contains 102803 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65895 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35517 members 
Mstep: Class 10 contains 119874 members 
Mstep: Class 11 contains 109797 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 99407 members 
Mstep: Class 18 contains 47830 members 
Mstep: Class 19 contains 51542 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67593 members 
Mstep: Class 22 contains 21913 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110096 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777120.000000 Penalty: 91921.562500
Iteration 245Q: 28 clusters Score -1.377771e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 102803 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65879 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35526 members 
Mstep: Class 10 contains 119873 members 
Mstep: Class 11 contains 109762 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 99363 members 
Mstep: Class 18 contains 47830 members 
Mstep: Class 19 contains 51538 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67586 members 
Mstep: Class 22 contains 21914 members 
Mstep: Class 23 contains 2012 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110097 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777184.000000 Penalty: 91921.562500
Iteration 246Q: 28 clusters Score -1.377772e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5632 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 17914 members 
Mstep: Class 5 contains 102799 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65867 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35527 members 
Mstep: Class 10 contains 119846 members 
Mstep: Class 11 contains 109742 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 99338 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 51537 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67584 members 
Mstep: Class 22 contains 21915 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110089 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777184.000000 Penalty: 91921.562500
Iteration 247Q: 28 clusters Score -1.377772e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5631 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18025 members 
Mstep: Class 5 contains 102779 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65856 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35529 members 
Mstep: Class 10 contains 119827 members 
Mstep: Class 11 contains 109710 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 99319 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 51542 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67580 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110080 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777104.000000 Penalty: 91921.562500
Iteration 248Q: 28 clusters Score -1.377771e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18138 members 
Mstep: Class 5 contains 102776 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65845 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35530 members 
Mstep: Class 10 contains 119809 members 
Mstep: Class 11 contains 109670 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 99283 members 
Mstep: Class 18 contains 47829 members 
Mstep: Class 19 contains 51545 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67573 members 
Mstep: Class 22 contains 21914 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110079 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777088.000000 Penalty: 91921.562500
Iteration 249Q: 28 clusters Score -1.377771e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5622 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18246 members 
Mstep: Class 5 contains 102775 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65842 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35531 members 
Mstep: Class 10 contains 119781 members 
Mstep: Class 11 contains 109637 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19892 members 
Mstep: Class 17 contains 99260 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 51547 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67572 members 
Mstep: Class 22 contains 21913 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110061 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777088.000000 Penalty: 91921.562500
Iteration 250Q: 28 clusters Score -1.377771e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18377 members 
Mstep: Class 5 contains 102766 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65842 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35535 members 
Mstep: Class 10 contains 119753 members 
Mstep: Class 11 contains 109597 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 99226 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 51549 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67557 members 
Mstep: Class 22 contains 21919 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110044 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777216.000000 Penalty: 91921.562500
Iteration 251Q: 28 clusters Score -1.377772e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18519 members 
Mstep: Class 5 contains 102755 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65839 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35536 members 
Mstep: Class 10 contains 119716 members 
Mstep: Class 11 contains 109574 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 99200 members 
Mstep: Class 18 contains 47825 members 
Mstep: Class 19 contains 51548 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67529 members 
Mstep: Class 22 contains 21921 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110031 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777232.000000 Penalty: 91921.562500
Iteration 252Q: 28 clusters Score -1.377772e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18678 members 
Mstep: Class 5 contains 102741 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65843 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35537 members 
Mstep: Class 10 contains 119674 members 
Mstep: Class 11 contains 109544 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 99162 members 
Mstep: Class 18 contains 47825 members 
Mstep: Class 19 contains 51548 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67498 members 
Mstep: Class 22 contains 21918 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110024 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777360.000000 Penalty: 91921.562500
Iteration 253Q: 28 clusters Score -1.377774e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 102741 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65838 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35539 members 
Mstep: Class 10 contains 119636 members 
Mstep: Class 11 contains 109510 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 99127 members 
Mstep: Class 18 contains 47827 members 
Mstep: Class 19 contains 51551 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67486 members 
Mstep: Class 22 contains 21920 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 110013 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777440.000000 Penalty: 91921.562500
Iteration 254Q: 28 clusters Score -1.377774e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 18938 members 
Mstep: Class 5 contains 102740 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65843 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35540 members 
Mstep: Class 10 contains 119611 members 
Mstep: Class 11 contains 109465 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 99083 members 
Mstep: Class 18 contains 47826 members 
Mstep: Class 19 contains 51563 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67472 members 
Mstep: Class 22 contains 21920 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109999 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777360.000000 Penalty: 91921.562500
Iteration 255Q: 28 clusters Score -1.377774e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19046 members 
Mstep: Class 5 contains 102743 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65839 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 119598 members 
Mstep: Class 11 contains 109438 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 99027 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 51574 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67460 members 
Mstep: Class 22 contains 21920 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109983 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777552.000000 Penalty: 91921.562500
Iteration 256Q: 28 clusters Score -1.377776e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 102738 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65838 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35547 members 
Mstep: Class 10 contains 119578 members 
Mstep: Class 11 contains 109413 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19898 members 
Mstep: Class 17 contains 99007 members 
Mstep: Class 18 contains 47829 members 
Mstep: Class 19 contains 51581 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67435 members 
Mstep: Class 22 contains 21918 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109971 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777520.000000 Penalty: 91921.562500
Iteration 257Q: 28 clusters Score -1.377775e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19240 members 
Mstep: Class 5 contains 102729 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65833 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35549 members 
Mstep: Class 10 contains 119569 members 
Mstep: Class 11 contains 109382 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 98984 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 51586 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67417 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109963 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777456.000000 Penalty: 91921.562500
Iteration 258Q: 28 clusters Score -1.377775e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19335 members 
Mstep: Class 5 contains 102728 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65822 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35552 members 
Mstep: Class 10 contains 119545 members 
Mstep: Class 11 contains 109360 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19898 members 
Mstep: Class 17 contains 98975 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51592 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67390 members 
Mstep: Class 22 contains 21917 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109953 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777472.000000 Penalty: 91921.562500
Iteration 259Q: 28 clusters Score -1.377775e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 102727 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65817 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35552 members 
Mstep: Class 10 contains 119519 members 
Mstep: Class 11 contains 109327 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 98955 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51594 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67374 members 
Mstep: Class 22 contains 21915 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109941 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777520.000000 Penalty: 91921.562500
Iteration 260F: 28 clusters Score -1.377775e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19570 members 
Mstep: Class 5 contains 102724 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65821 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 119495 members 
Mstep: Class 11 contains 109262 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98955 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51607 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67347 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109930 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777552.000000 Penalty: 91921.562500
Iteration 261Q: 28 clusters Score -1.377776e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19686 members 
Mstep: Class 5 contains 102709 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65824 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 119468 members 
Mstep: Class 11 contains 109206 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98962 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51617 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67329 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109920 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777536.000000 Penalty: 91921.562500
Iteration 262Q: 28 clusters Score -1.377775e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19807 members 
Mstep: Class 5 contains 102718 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65827 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35553 members 
Mstep: Class 10 contains 119449 members 
Mstep: Class 11 contains 109134 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98952 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51627 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67314 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109904 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777600.000000 Penalty: 91921.562500
Iteration 263Q: 28 clusters Score -1.377776e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 19928 members 
Mstep: Class 5 contains 102705 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65829 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35553 members 
Mstep: Class 10 contains 119440 members 
Mstep: Class 11 contains 109067 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 98947 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51646 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67296 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109885 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777648.000000 Penalty: 91921.562500
Iteration 264Q: 28 clusters Score -1.377776e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 102703 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65824 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35555 members 
Mstep: Class 10 contains 119413 members 
Mstep: Class 11 contains 109010 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 98927 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51667 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67296 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109865 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777632.000000 Penalty: 91921.562500
Iteration 265Q: 28 clusters Score -1.377776e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 20159 members 
Mstep: Class 5 contains 102704 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65814 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35551 members 
Mstep: Class 10 contains 119382 members 
Mstep: Class 11 contains 108959 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98924 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51678 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67287 members 
Mstep: Class 22 contains 21914 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109843 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777536.000000 Penalty: 91921.562500
Iteration 266Q: 28 clusters Score -1.377775e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 20279 members 
Mstep: Class 5 contains 102696 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65804 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35550 members 
Mstep: Class 10 contains 119347 members 
Mstep: Class 11 contains 108921 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98915 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51690 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67272 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109829 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777696.000000 Penalty: 91921.562500
Iteration 267Q: 28 clusters Score -1.377777e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 20404 members 
Mstep: Class 5 contains 102688 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65801 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35549 members 
Mstep: Class 10 contains 119301 members 
Mstep: Class 11 contains 108897 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 98926 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51697 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67234 members 
Mstep: Class 22 contains 21919 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109806 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777968.000000 Penalty: 91921.562500
Iteration 268Q: 28 clusters Score -1.37778e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 5 contains 102676 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65800 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 119260 members 
Mstep: Class 11 contains 108867 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 98920 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51700 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67207 members 
Mstep: Class 22 contains 21924 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109790 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778032.000000 Penalty: 91921.562500
Iteration 269Q: 28 clusters Score -1.37778e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 20649 members 
Mstep: Class 5 contains 102674 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65796 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35553 members 
Mstep: Class 10 contains 119219 members 
Mstep: Class 11 contains 108823 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98917 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51701 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67180 members 
Mstep: Class 22 contains 21932 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109781 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 91921.562500
Iteration 270Q: 28 clusters Score -1.377781e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 20780 members 
Mstep: Class 5 contains 102674 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65796 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35550 members 
Mstep: Class 10 contains 119180 members 
Mstep: Class 11 contains 108759 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 98929 members 
Mstep: Class 18 contains 47839 members 
Mstep: Class 19 contains 51704 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67140 members 
Mstep: Class 22 contains 21938 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109775 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778096.000000 Penalty: 91921.562500
Iteration 271Q: 28 clusters Score -1.377781e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 20914 members 
Mstep: Class 5 contains 102679 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65791 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35549 members 
Mstep: Class 10 contains 119141 members 
Mstep: Class 11 contains 108695 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19890 members 
Mstep: Class 17 contains 98937 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67094 members 
Mstep: Class 22 contains 21940 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109769 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 91921.562500
Iteration 272Q: 28 clusters Score -1.377779e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21026 members 
Mstep: Class 5 contains 102689 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65782 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 108656 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 98935 members 
Mstep: Class 18 contains 47838 members 
Mstep: Class 19 contains 51742 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67054 members 
Mstep: Class 22 contains 21942 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109766 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778032.000000 Penalty: 91921.562500
Iteration 273Q: 28 clusters Score -1.37778e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21119 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65779 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35540 members 
Mstep: Class 10 contains 119050 members 
Mstep: Class 11 contains 108636 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 98952 members 
Mstep: Class 18 contains 47840 members 
Mstep: Class 19 contains 51754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 67021 members 
Mstep: Class 22 contains 21937 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109751 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778144.000000 Penalty: 91921.562500
Iteration 274Q: 28 clusters Score -1.377781e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21206 members 
Mstep: Class 5 contains 102685 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65772 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35543 members 
Mstep: Class 10 contains 119005 members 
Mstep: Class 11 contains 108624 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98965 members 
Mstep: Class 18 contains 47838 members 
Mstep: Class 19 contains 51766 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66981 members 
Mstep: Class 22 contains 21933 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109746 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 91921.562500
Iteration 275Q: 28 clusters Score -1.37778e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21289 members 
Mstep: Class 5 contains 102684 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65770 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 118971 members 
Mstep: Class 11 contains 108603 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 98975 members 
Mstep: Class 18 contains 47838 members 
Mstep: Class 19 contains 51775 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66932 members 
Mstep: Class 22 contains 21933 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109748 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778032.000000 Penalty: 91921.562500
Iteration 276Q: 28 clusters Score -1.37778e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 21390 members 
Mstep: Class 5 contains 102672 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65765 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35547 members 
Mstep: Class 10 contains 118946 members 
Mstep: Class 11 contains 108578 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 98986 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51774 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66894 members 
Mstep: Class 22 contains 21935 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109741 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778144.000000 Penalty: 91921.562500
Iteration 277Q: 28 clusters Score -1.377781e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21479 members 
Mstep: Class 5 contains 102674 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65755 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35548 members 
Mstep: Class 10 contains 118914 members 
Mstep: Class 11 contains 108569 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 98982 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 51774 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 21937 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109735 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778144.000000 Penalty: 91921.562500
Iteration 278Q: 28 clusters Score -1.377781e+08 nChanged 378
Entering ConstructFrom: 
Score: -137778144.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Entering Unmasked Estep 
Score: -1461262.250000 Penalty: 2288.296387
	Iteration 0F: 2 clusters Score -1461262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1453507.625000 Penalty: 4576.592773
	Iteration 0F: 3 clusters Score -1453508 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1455850.750000 Penalty: 4576.592773
	Iteration 1F: 3 clusters Score -1455851 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1456129.250000 Penalty: 4576.592773
	Iteration 2F: 3 clusters Score -1456129 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1456350.875000 Penalty: 4576.592773
	Iteration 3Q: 3 clusters Score -1456351 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1456508.750000 Penalty: 4576.592773
	Iteration 4Q: 3 clusters Score -1456509 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1456618.250000 Penalty: 4576.592773
	Iteration 5Q: 3 clusters Score -1456618 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1456718.000000 Penalty: 4576.592773
	Iteration 6Q: 3 clusters Score -1456718 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1456808.875000 Penalty: 4576.592773
	Iteration 7Q: 3 clusters Score -1456809 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1456917.500000 Penalty: 4576.592773
	Iteration 8Q: 3 clusters Score -1456918 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1457018.875000 Penalty: 4576.592773
	Iteration 9Q: 3 clusters Score -1457019 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1457137.875000 Penalty: 4576.592773
	Iteration 10Q: 3 clusters Score -1457138 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1457261.625000 Penalty: 4576.592773
	Iteration 11Q: 3 clusters Score -1457262 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1457402.125000 Penalty: 4576.592773
	Iteration 12Q: 3 clusters Score -1457402 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1457562.125000 Penalty: 4576.592773
	Iteration 13Q: 3 clusters Score -1457562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1457735.125000 Penalty: 4576.592773
	Iteration 14Q: 3 clusters Score -1457735 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1457931.125000 Penalty: 4576.592773
	Iteration 15Q: 3 clusters Score -1457931 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1458143.625000 Penalty: 4576.592773
	Iteration 16Q: 3 clusters Score -1458144 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1458341.375000 Penalty: 4576.592773
	Iteration 17Q: 3 clusters Score -1458341 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1458534.375000 Penalty: 4576.592773
	Iteration 18Q: 3 clusters Score -1458534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1458700.500000 Penalty: 4576.592773
	Iteration 19Q: 3 clusters Score -1458700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1458829.250000 Penalty: 4576.592773
	Iteration 20F: 3 clusters Score -1458829 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1458946.250000 Penalty: 4576.592773
	Iteration 21Q: 3 clusters Score -1458946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1459031.875000 Penalty: 4576.592773
	Iteration 22Q: 3 clusters Score -1459032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1459108.750000 Penalty: 4576.592773
	Iteration 23Q: 3 clusters Score -1459109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1459157.250000 Penalty: 4576.592773
	Iteration 24Q: 3 clusters Score -1459157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1459189.125000 Penalty: 4576.592773
	Iteration 25Q: 3 clusters Score -1459189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1459211.750000 Penalty: 4576.592773
	Iteration 26Q: 3 clusters Score -1459212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1459226.125000 Penalty: 4576.592773
	Iteration 27Q: 3 clusters Score -1459226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1459241.250000 Penalty: 4576.592773
	Iteration 28Q: 3 clusters Score -1459241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1459252.125000 Penalty: 4576.592773
	Iteration 29Q: 3 clusters Score -1459252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1459259.500000 Penalty: 4576.592773
	Iteration 30Q: 3 clusters Score -1459260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1459261.000000 Penalty: 4576.592773
	Iteration 31Q: 3 clusters Score -1459261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1459267.625000 Penalty: 4576.592773
	Iteration 32Q: 3 clusters Score -1459268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1459275.875000 Penalty: 4576.592773
	Iteration 33Q: 3 clusters Score -1459276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1459282.375000 Penalty: 4576.592773
	Iteration 34Q: 3 clusters Score -1459282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1459290.375000 Penalty: 4576.592773
	Iteration 35Q: 3 clusters Score -1459290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1459299.375000 Penalty: 4576.592773
	Iteration 36Q: 3 clusters Score -1459299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1459304.125000 Penalty: 4576.592773
	Iteration 37Q: 3 clusters Score -1459304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1459308.125000 Penalty: 4576.592773
	Iteration 38Q: 3 clusters Score -1459308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1459308.125000 Penalty: 4576.592773
	Iteration 39F: 3 clusters Score -1459308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Entering Unmasked Estep 
Score: -812815.500000 Penalty: 2138.100586
	Iteration 0F: 2 clusters Score -812815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -807993.937500 Penalty: 4276.201172
	Iteration 0F: 3 clusters Score -807993.9 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -809206.437500 Penalty: 4276.201172
	Iteration 1F: 3 clusters Score -809206.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -809423.000000 Penalty: 4276.201172
	Iteration 2F: 3 clusters Score -809423 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -809571.812500 Penalty: 4276.201172
	Iteration 3Q: 3 clusters Score -809571.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -809724.937500 Penalty: 4276.201172
	Iteration 4Q: 3 clusters Score -809724.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -809975.250000 Penalty: 4276.201172
	Iteration 5Q: 3 clusters Score -809975.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -810343.312500 Penalty: 4276.201172
	Iteration 6F: 3 clusters Score -810343.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -810914.000000 Penalty: 4276.201172
	Iteration 7F: 3 clusters Score -810914 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -811548.875000 Penalty: 4276.201172
	Iteration 8F: 3 clusters Score -811548.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -811918.750000 Penalty: 4276.201172
	Iteration 9F: 3 clusters Score -811918.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -812094.062500 Penalty: 4276.201172
	Iteration 10Q: 3 clusters Score -812094.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -812170.500000 Penalty: 4276.201172
	Iteration 11Q: 3 clusters Score -812170.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -812205.062500 Penalty: 4276.201172
	Iteration 12Q: 3 clusters Score -812205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -812226.437500 Penalty: 4276.201172
	Iteration 13Q: 3 clusters Score -812226.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -812237.062500 Penalty: 4276.201172
	Iteration 14Q: 3 clusters Score -812237.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -812248.625000 Penalty: 4276.201172
	Iteration 15Q: 3 clusters Score -812248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -812253.812500 Penalty: 4276.201172
	Iteration 16Q: 3 clusters Score -812253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -812257.750000 Penalty: 4276.201172
	Iteration 17Q: 3 clusters Score -812257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -812263.062500 Penalty: 4276.201172
	Iteration 18Q: 3 clusters Score -812263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -812265.125000 Penalty: 4276.201172
	Iteration 19Q: 3 clusters Score -812265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -812267.125000 Penalty: 4276.201172
	Iteration 20F: 3 clusters Score -812267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -812268.375000 Penalty: 4276.201172
	Iteration 21Q: 3 clusters Score -812268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -812270.750000 Penalty: 4276.201172
	Iteration 22Q: 3 clusters Score -812270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -812273.250000 Penalty: 4276.201172
	Iteration 23Q: 3 clusters Score -812273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -812276.312500 Penalty: 4276.201172
	Iteration 24Q: 3 clusters Score -812276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -812277.500000 Penalty: 4276.201172
	Iteration 25Q: 3 clusters Score -812277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -812276.750000 Penalty: 4276.201172
	Iteration 26Q: 3 clusters Score -812276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -812276.750000 Penalty: 4276.201172
	Iteration 27F: 3 clusters Score -812276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1581252.250000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -1581252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1572758.375000 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -1572758 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1575524.875000 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -1575525 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1576091.250000 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -1576091 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1576571.000000 Penalty: 4628.421875
	Iteration 3F: 3 clusters Score -1576571 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1576932.375000 Penalty: 4628.421875
	Iteration 4F: 3 clusters Score -1576932 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1577237.500000 Penalty: 4628.421875
	Iteration 5F: 3 clusters Score -1577238 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1577498.125000 Penalty: 4628.421875
	Iteration 6Q: 3 clusters Score -1577498 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1577740.625000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -1577741 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1577988.125000 Penalty: 4628.421875
	Iteration 8Q: 3 clusters Score -1577988 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1578246.625000 Penalty: 4628.421875
	Iteration 9Q: 3 clusters Score -1578247 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1578507.000000 Penalty: 4628.421875
	Iteration 10Q: 3 clusters Score -1578507 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1578827.500000 Penalty: 4628.421875
	Iteration 11Q: 3 clusters Score -1578828 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1579145.250000 Penalty: 4628.421875
	Iteration 12Q: 3 clusters Score -1579145 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1579425.500000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -1579426 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1579650.750000 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -1579651 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1579810.250000 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -1579810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1579909.125000 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -1579909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1579964.875000 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -1579965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1579997.000000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -1579997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1580022.625000 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -1580023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1580039.625000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -1580040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1580049.750000 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -1580050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1580061.625000 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -1580062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1580075.625000 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -1580076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1580076.375000 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -1580076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1580080.125000 Penalty: 4628.421875
	Iteration 25Q: 3 clusters Score -1580080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1580084.000000 Penalty: 4628.421875
	Iteration 26Q: 3 clusters Score -1580084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1580085.500000 Penalty: 4628.421875
	Iteration 27Q: 3 clusters Score -1580086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1580090.000000 Penalty: 4628.421875
	Iteration 28Q: 3 clusters Score -1580090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1580094.875000 Penalty: 4628.421875
	Iteration 29Q: 3 clusters Score -1580095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1580091.750000 Penalty: 4628.421875
	Iteration 30Q: 3 clusters Score -1580092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1580094.125000 Penalty: 4628.421875
	Iteration 31Q: 3 clusters Score -1580094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1580094.000000 Penalty: 4628.421875
	Iteration 32Q: 3 clusters Score -1580094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1580094.000000 Penalty: 4628.421875
	Iteration 33F: 3 clusters Score -1580094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Entering Unmasked Estep 
Score: -3340943.500000 Penalty: 2474.806641
	Iteration 0F: 2 clusters Score -3340944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3325862.500000 Penalty: 4949.613281
	Iteration 0F: 3 clusters Score -3325862 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3331167.250000 Penalty: 4949.613281
	Iteration 1F: 3 clusters Score -3331167 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3331649.750000 Penalty: 4949.613281
	Iteration 2F: 3 clusters Score -3331650 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3332159.250000 Penalty: 4949.613281
	Iteration 3F: 3 clusters Score -3332159 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3332782.500000 Penalty: 4949.613281
	Iteration 4F: 3 clusters Score -3332782 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3333610.000000 Penalty: 4949.613281
	Iteration 5F: 3 clusters Score -3333610 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3334721.750000 Penalty: 4949.613281
	Iteration 6F: 3 clusters Score -3334722 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3335918.500000 Penalty: 4949.613281
	Iteration 7F: 3 clusters Score -3335918 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3336997.250000 Penalty: 4949.613281
	Iteration 8F: 3 clusters Score -3336997 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3337687.000000 Penalty: 4949.613281
	Iteration 9Q: 3 clusters Score -3337687 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3338087.000000 Penalty: 4949.613281
	Iteration 10Q: 3 clusters Score -3338087 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3338276.000000 Penalty: 4949.613281
	Iteration 11Q: 3 clusters Score -3338276 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3338376.250000 Penalty: 4949.613281
	Iteration 12Q: 3 clusters Score -3338376 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3338439.000000 Penalty: 4949.613281
	Iteration 13Q: 3 clusters Score -3338439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3338486.750000 Penalty: 4949.613281
	Iteration 14Q: 3 clusters Score -3338487 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3338513.250000 Penalty: 4949.613281
	Iteration 15Q: 3 clusters Score -3338513 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3338544.500000 Penalty: 4949.613281
	Iteration 16Q: 3 clusters Score -3338544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3338565.000000 Penalty: 4949.613281
	Iteration 17Q: 3 clusters Score -3338565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3338595.250000 Penalty: 4949.613281
	Iteration 18Q: 3 clusters Score -3338595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3338621.250000 Penalty: 4949.613281
	Iteration 19Q: 3 clusters Score -3338621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3338630.250000 Penalty: 4949.613281
	Iteration 20F: 3 clusters Score -3338630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3338645.750000 Penalty: 4949.613281
	Iteration 21Q: 3 clusters Score -3338646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3338659.000000 Penalty: 4949.613281
	Iteration 22Q: 3 clusters Score -3338659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3338659.250000 Penalty: 4949.613281
	Iteration 23Q: 3 clusters Score -3338659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3338662.750000 Penalty: 4949.613281
	Iteration 24Q: 3 clusters Score -3338663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3338667.000000 Penalty: 4949.613281
	Iteration 25Q: 3 clusters Score -3338667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3338674.000000 Penalty: 4949.613281
	Iteration 26Q: 3 clusters Score -3338674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3338676.500000 Penalty: 4949.613281
	Iteration 27Q: 3 clusters Score -3338676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3338680.250000 Penalty: 4949.613281
	Iteration 28Q: 3 clusters Score -3338680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3338684.500000 Penalty: 4949.613281
	Iteration 29Q: 3 clusters Score -3338684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3338682.250000 Penalty: 4949.613281
	Iteration 30Q: 3 clusters Score -3338682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3338686.000000 Penalty: 4949.613281
	Iteration 31Q: 3 clusters Score -3338686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3338689.000000 Penalty: 4949.613281
	Iteration 32Q: 3 clusters Score -3338689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3338690.000000 Penalty: 4949.613281
	Iteration 33Q: 3 clusters Score -3338690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3338693.250000 Penalty: 4949.613281
	Iteration 34Q: 3 clusters Score -3338693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3338696.750000 Penalty: 4949.613281
	Iteration 35Q: 3 clusters Score -3338697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3338709.000000 Penalty: 4949.613281
	Iteration 36Q: 3 clusters Score -3338709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3338708.750000 Penalty: 4949.613281
	Iteration 37Q: 3 clusters Score -3338709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3338713.250000 Penalty: 4949.613281
	Iteration 38Q: 3 clusters Score -3338713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3338714.750000 Penalty: 4949.613281
	Iteration 39Q: 3 clusters Score -3338715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3338712.750000 Penalty: 4949.613281
	Iteration 40F: 3 clusters Score -3338713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3338720.000000 Penalty: 4949.613281
	Iteration 41Q: 3 clusters Score -3338720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3338718.750000 Penalty: 4949.613281
	Iteration 42Q: 3 clusters Score -3338719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3338717.500000 Penalty: 4949.613281
	Iteration 43Q: 3 clusters Score -3338718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3338715.500000 Penalty: 4949.613281
	Iteration 44Q: 3 clusters Score -3338716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3338726.750000 Penalty: 4949.613281
	Iteration 45Q: 3 clusters Score -3338727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3338732.000000 Penalty: 4949.613281
	Iteration 46Q: 3 clusters Score -3338732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3338736.250000 Penalty: 4949.613281
	Iteration 47Q: 3 clusters Score -3338736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3338738.250000 Penalty: 4949.613281
	Iteration 48Q: 3 clusters Score -3338738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3338735.750000 Penalty: 4949.613281
	Iteration 49Q: 3 clusters Score -3338736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3338736.000000 Penalty: 4949.613281
	Iteration 50Q: 3 clusters Score -3338736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3338736.250000 Penalty: 4949.613281
	Iteration 51Q: 3 clusters Score -3338736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3338736.250000 Penalty: 4949.613281
	Iteration 52Q: 3 clusters Score -3338736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3338735.000000 Penalty: 4949.613281
	Iteration 53Q: 3 clusters Score -3338735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3338731.000000 Penalty: 4949.613281
	Iteration 54Q: 3 clusters Score -3338731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3338731.250000 Penalty: 4949.613281
	Iteration 55Q: 3 clusters Score -3338731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3338731.000000 Penalty: 4949.613281
	Iteration 56Q: 3 clusters Score -3338731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3338734.750000 Penalty: 4949.613281
	Iteration 57Q: 3 clusters Score -3338735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3338731.750000 Penalty: 4949.613281
	Iteration 58Q: 3 clusters Score -3338732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3338728.500000 Penalty: 4949.613281
	Iteration 59Q: 3 clusters Score -3338728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3338734.750000 Penalty: 4949.613281
	Iteration 60F: 3 clusters Score -3338735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3338734.750000 Penalty: 4949.613281
	Iteration 61Q: 3 clusters Score -3338735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3338734.000000 Penalty: 4949.613281
	Iteration 62Q: 3 clusters Score -3338734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3338741.250000 Penalty: 4949.613281
	Iteration 63Q: 3 clusters Score -3338741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3338744.250000 Penalty: 4949.613281
	Iteration 64Q: 3 clusters Score -3338744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3338748.500000 Penalty: 4949.613281
	Iteration 65Q: 3 clusters Score -3338748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3338747.250000 Penalty: 4949.613281
	Iteration 66Q: 3 clusters Score -3338747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3338747.750000 Penalty: 4949.613281
	Iteration 67Q: 3 clusters Score -3338748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3338749.000000 Penalty: 4949.613281
	Iteration 68Q: 3 clusters Score -3338749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3338754.000000 Penalty: 4949.613281
	Iteration 69Q: 3 clusters Score -3338754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3338756.750000 Penalty: 4949.613281
	Iteration 70Q: 3 clusters Score -3338757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3338755.500000 Penalty: 4949.613281
	Iteration 71Q: 3 clusters Score -3338756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3338755.500000 Penalty: 4949.613281
	Iteration 72Q: 3 clusters Score -3338756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3338752.750000 Penalty: 4949.613281
	Iteration 73Q: 3 clusters Score -3338753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3338752.750000 Penalty: 4949.613281
	Iteration 74F: 3 clusters Score -3338753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Entering Unmasked Estep 
Score: -15804273.000000 Penalty: 2861.730469
	Iteration 0F: 2 clusters Score -1.580427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -15740492.000000 Penalty: 5723.460938
	Iteration 0F: 3 clusters Score -1.574049e+07 nChanged 48517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -15768697.000000 Penalty: 5723.460938
	Iteration 1F: 3 clusters Score -1.57687e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -15769775.000000 Penalty: 5723.460938
	Iteration 2Q: 3 clusters Score -1.576978e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -15771061.000000 Penalty: 5723.460938
	Iteration 3Q: 3 clusters Score -1.577106e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -15772524.000000 Penalty: 5723.460938
	Iteration 4Q: 3 clusters Score -1.577252e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -15774213.000000 Penalty: 5723.460938
	Iteration 5Q: 3 clusters Score -1.577421e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -15776395.000000 Penalty: 5723.460938
	Iteration 6Q: 3 clusters Score -1.57764e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -15779046.000000 Penalty: 5723.460938
	Iteration 7F: 3 clusters Score -1.577905e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -15782146.000000 Penalty: 5723.460938
	Iteration 8F: 3 clusters Score -1.578215e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -15785413.000000 Penalty: 5723.460938
	Iteration 9F: 3 clusters Score -1.578541e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -15788284.000000 Penalty: 5723.460938
	Iteration 10F: 3 clusters Score -1.578828e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -15790365.000000 Penalty: 5723.460938
	Iteration 11Q: 3 clusters Score -1.579036e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -15791524.000000 Penalty: 5723.460938
	Iteration 12Q: 3 clusters Score -1.579152e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -15792323.000000 Penalty: 5723.460938
	Iteration 13Q: 3 clusters Score -1.579232e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -15793205.000000 Penalty: 5723.460938
	Iteration 14Q: 3 clusters Score -1.57932e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -15793988.000000 Penalty: 5723.460938
	Iteration 15Q: 3 clusters Score -1.579399e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -15794984.000000 Penalty: 5723.460938
	Iteration 16Q: 3 clusters Score -1.579498e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -15796034.000000 Penalty: 5723.460938
	Iteration 17Q: 3 clusters Score -1.579603e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -15797345.000000 Penalty: 5723.460938
	Iteration 18Q: 3 clusters Score -1.579734e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -15798641.000000 Penalty: 5723.460938
	Iteration 19Q: 3 clusters Score -1.579864e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -15799979.000000 Penalty: 5723.460938
	Iteration 20F: 3 clusters Score -1.579998e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -15800965.000000 Penalty: 5723.460938
	Iteration 21Q: 3 clusters Score -1.580096e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -15801756.000000 Penalty: 5723.460938
	Iteration 22Q: 3 clusters Score -1.580176e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -15802210.000000 Penalty: 5723.460938
	Iteration 23Q: 3 clusters Score -1.580221e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -15802386.000000 Penalty: 5723.460938
	Iteration 24Q: 3 clusters Score -1.580239e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -15802517.000000 Penalty: 5723.460938
	Iteration 25Q: 3 clusters Score -1.580252e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -15802622.000000 Penalty: 5723.460938
	Iteration 26Q: 3 clusters Score -1.580262e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -15802682.000000 Penalty: 5723.460938
	Iteration 27Q: 3 clusters Score -1.580268e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -15802704.000000 Penalty: 5723.460938
	Iteration 28Q: 3 clusters Score -1.58027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -15802756.000000 Penalty: 5723.460938
	Iteration 29Q: 3 clusters Score -1.580276e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -15802752.000000 Penalty: 5723.460938
	Iteration 30Q: 3 clusters Score -1.580275e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -15802774.000000 Penalty: 5723.460938
	Iteration 31Q: 3 clusters Score -1.580277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -15802768.000000 Penalty: 5723.460938
	Iteration 32Q: 3 clusters Score -1.580277e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -15802790.000000 Penalty: 5723.460938
	Iteration 33Q: 3 clusters Score -1.580279e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -15802777.000000 Penalty: 5723.460938
	Iteration 34Q: 3 clusters Score -1.580278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -15802783.000000 Penalty: 5723.460938
	Iteration 35Q: 3 clusters Score -1.580278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -15802782.000000 Penalty: 5723.460938
	Iteration 36Q: 3 clusters Score -1.580278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -15802800.000000 Penalty: 5723.460938
	Iteration 37Q: 3 clusters Score -1.58028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -15802811.000000 Penalty: 5723.460938
	Iteration 38Q: 3 clusters Score -1.580281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -15802815.000000 Penalty: 5723.460938
	Iteration 39Q: 3 clusters Score -1.580282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -15802805.000000 Penalty: 5723.460938
	Iteration 40F: 3 clusters Score -1.58028e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -15802806.000000 Penalty: 5723.460938
	Iteration 41Q: 3 clusters Score -1.580281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -15802794.000000 Penalty: 5723.460938
	Iteration 42Q: 3 clusters Score -1.580279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -15802824.000000 Penalty: 5723.460938
	Iteration 43Q: 3 clusters Score -1.580282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -15802824.000000 Penalty: 5723.460938
	Iteration 44Q: 3 clusters Score -1.580282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -15802821.000000 Penalty: 5723.460938
	Iteration 45Q: 3 clusters Score -1.580282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -15802826.000000 Penalty: 5723.460938
	Iteration 46Q: 3 clusters Score -1.580283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -15802831.000000 Penalty: 5723.460938
	Iteration 47Q: 3 clusters Score -1.580283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -15802842.000000 Penalty: 5723.460938
	Iteration 48Q: 3 clusters Score -1.580284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -15802844.000000 Penalty: 5723.460938
	Iteration 49Q: 3 clusters Score -1.580284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -15802827.000000 Penalty: 5723.460938
	Iteration 50Q: 3 clusters Score -1.580283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -15802832.000000 Penalty: 5723.460938
	Iteration 51Q: 3 clusters Score -1.580283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -15802831.000000 Penalty: 5723.460938
	Iteration 52Q: 3 clusters Score -1.580283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -15802833.000000 Penalty: 5723.460938
	Iteration 53Q: 3 clusters Score -1.580283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -15802832.000000 Penalty: 5723.460938
	Iteration 54Q: 3 clusters Score -1.580283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -15802830.000000 Penalty: 5723.460938
	Iteration 55Q: 3 clusters Score -1.580283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -15802824.000000 Penalty: 5723.460938
	Iteration 56Q: 3 clusters Score -1.580282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -15802818.000000 Penalty: 5723.460938
	Iteration 57Q: 3 clusters Score -1.580282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -15802818.000000 Penalty: 5723.460938
	Iteration 58Q: 3 clusters Score -1.580282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -15802822.000000 Penalty: 5723.460938
	Iteration 59Q: 3 clusters Score -1.580282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -15802834.000000 Penalty: 5723.460938
	Iteration 60F: 3 clusters Score -1.580283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -15802828.000000 Penalty: 5723.460938
	Iteration 61Q: 3 clusters Score -1.580283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -15802809.000000 Penalty: 5723.460938
	Iteration 62Q: 3 clusters Score -1.580281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -15802813.000000 Penalty: 5723.460938
	Iteration 63Q: 3 clusters Score -1.580281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -15802821.000000 Penalty: 5723.460938
	Iteration 64Q: 3 clusters Score -1.580282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -15802810.000000 Penalty: 5723.460938
	Iteration 65Q: 3 clusters Score -1.580281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -15802822.000000 Penalty: 5723.460938
	Iteration 66Q: 3 clusters Score -1.580282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -15802821.000000 Penalty: 5723.460938
	Iteration 67Q: 3 clusters Score -1.580282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -15802802.000000 Penalty: 5723.460938
	Iteration 68Q: 3 clusters Score -1.58028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -15802794.000000 Penalty: 5723.460938
	Iteration 69Q: 3 clusters Score -1.580279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -15802797.000000 Penalty: 5723.460938
	Iteration 70Q: 3 clusters Score -1.58028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -15802796.000000 Penalty: 5723.460938
	Iteration 71Q: 3 clusters Score -1.58028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -15802809.000000 Penalty: 5723.460938
	Iteration 72Q: 3 clusters Score -1.580281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -15802804.000000 Penalty: 5723.460938
	Iteration 73Q: 3 clusters Score -1.58028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -15802807.000000 Penalty: 5723.460938
	Iteration 74Q: 3 clusters Score -1.580281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -15802810.000000 Penalty: 5723.460938
	Iteration 75Q: 3 clusters Score -1.580281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -15802816.000000 Penalty: 5723.460938
	Iteration 76Q: 3 clusters Score -1.580282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -15802814.000000 Penalty: 5723.460938
	Iteration 77Q: 3 clusters Score -1.580281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -15802817.000000 Penalty: 5723.460938
	Iteration 78Q: 3 clusters Score -1.580282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -15802813.000000 Penalty: 5723.460938
	Iteration 79Q: 3 clusters Score -1.580281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -15802817.000000 Penalty: 5723.460938
	Iteration 80F: 3 clusters Score -1.580282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -15802808.000000 Penalty: 5723.460938
	Iteration 81Q: 3 clusters Score -1.580281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -15802821.000000 Penalty: 5723.460938
	Iteration 82Q: 3 clusters Score -1.580282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -15802822.000000 Penalty: 5723.460938
	Iteration 83Q: 3 clusters Score -1.580282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -15802803.000000 Penalty: 5723.460938
	Iteration 84Q: 3 clusters Score -1.58028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -15802815.000000 Penalty: 5723.460938
	Iteration 85Q: 3 clusters Score -1.580282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -15802812.000000 Penalty: 5723.460938
	Iteration 86Q: 3 clusters Score -1.580281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -15802810.000000 Penalty: 5723.460938
	Iteration 87Q: 3 clusters Score -1.580281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -15802796.000000 Penalty: 5723.460938
	Iteration 88Q: 3 clusters Score -1.58028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -15802795.000000 Penalty: 5723.460938
	Iteration 89Q: 3 clusters Score -1.58028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -15802795.000000 Penalty: 5723.460938
	Iteration 90Q: 3 clusters Score -1.58028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -15802794.000000 Penalty: 5723.460938
	Iteration 91Q: 3 clusters Score -1.580279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -15802800.000000 Penalty: 5723.460938
	Iteration 92Q: 3 clusters Score -1.58028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -15802803.000000 Penalty: 5723.460938
	Iteration 93Q: 3 clusters Score -1.58028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -15802800.000000 Penalty: 5723.460938
	Iteration 94Q: 3 clusters Score -1.58028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -15802800.000000 Penalty: 5723.460938
	Iteration 95F: 3 clusters Score -1.58028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160775.125000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160775.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -161388.625000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161388.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -161866.828125 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -161866.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162351.718750 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162351.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162760.406250 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162760.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163226.500000 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -163226.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163343.203125 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163343.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -163400.531250 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163434.953125 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163614.375000 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163969.156250 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164025.734375 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -164025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -164026.453125 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -164026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164027.390625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -164027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164027.390625 Penalty: 3514.606934
	Iteration 14F: 3 clusters Score -164027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21570 members 
Mstep: Class 5 contains 102666 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 65749 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 118896 members 
Mstep: Class 11 contains 108539 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 98978 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66822 members 
Mstep: Class 22 contains 21941 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137777616.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137778144.000000 to -137777616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (65749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Entering Unmasked Estep 
Score: -10259302.000000 Penalty: 2751.212646
	Iteration 0F: 2 clusters Score -1.02593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -10215577.000000 Penalty: 5502.425293
	Iteration 0F: 3 clusters Score -1.021558e+07 nChanged 30623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -10232198.000000 Penalty: 5502.425293
	Iteration 1F: 3 clusters Score -1.02322e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -10232613.000000 Penalty: 5502.425293
	Iteration 2Q: 3 clusters Score -1.023261e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -10232984.000000 Penalty: 5502.425293
	Iteration 3Q: 3 clusters Score -1.023298e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -10233320.000000 Penalty: 5502.425293
	Iteration 4Q: 3 clusters Score -1.023332e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -10233696.000000 Penalty: 5502.425293
	Iteration 5Q: 3 clusters Score -1.02337e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -10234039.000000 Penalty: 5502.425293
	Iteration 6Q: 3 clusters Score -1.023404e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -10234371.000000 Penalty: 5502.425293
	Iteration 7Q: 3 clusters Score -1.023437e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -10234709.000000 Penalty: 5502.425293
	Iteration 8Q: 3 clusters Score -1.023471e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -10235156.000000 Penalty: 5502.425293
	Iteration 9Q: 3 clusters Score -1.023516e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -10235657.000000 Penalty: 5502.425293
	Iteration 10Q: 3 clusters Score -1.023566e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -10236536.000000 Penalty: 5502.425293
	Iteration 11Q: 3 clusters Score -1.023654e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -10237888.000000 Penalty: 5502.425293
	Iteration 12Q: 3 clusters Score -1.023789e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -10239997.000000 Penalty: 5502.425293
	Iteration 13F: 3 clusters Score -1.024e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -10242666.000000 Penalty: 5502.425293
	Iteration 14F: 3 clusters Score -1.024267e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -10245677.000000 Penalty: 5502.425293
	Iteration 15F: 3 clusters Score -1.024568e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -10248126.000000 Penalty: 5502.425293
	Iteration 16F: 3 clusters Score -1.024813e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -10249786.000000 Penalty: 5502.425293
	Iteration 17Q: 3 clusters Score -1.024979e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -10250841.000000 Penalty: 5502.425293
	Iteration 18Q: 3 clusters Score -1.025084e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -10251567.000000 Penalty: 5502.425293
	Iteration 19Q: 3 clusters Score -1.025157e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -10252244.000000 Penalty: 5502.425293
	Iteration 20F: 3 clusters Score -1.025224e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -10252780.000000 Penalty: 5502.425293
	Iteration 21Q: 3 clusters Score -1.025278e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -10253432.000000 Penalty: 5502.425293
	Iteration 22Q: 3 clusters Score -1.025343e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -10254014.000000 Penalty: 5502.425293
	Iteration 23Q: 3 clusters Score -1.025401e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -10254568.000000 Penalty: 5502.425293
	Iteration 24Q: 3 clusters Score -1.025457e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -10255063.000000 Penalty: 5502.425293
	Iteration 25Q: 3 clusters Score -1.025506e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -10255443.000000 Penalty: 5502.425293
	Iteration 26Q: 3 clusters Score -1.025544e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -10255751.000000 Penalty: 5502.425293
	Iteration 27Q: 3 clusters Score -1.025575e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -10256013.000000 Penalty: 5502.425293
	Iteration 28Q: 3 clusters Score -1.025601e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -10256262.000000 Penalty: 5502.425293
	Iteration 29Q: 3 clusters Score -1.025626e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -10256427.000000 Penalty: 5502.425293
	Iteration 30Q: 3 clusters Score -1.025643e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -10256558.000000 Penalty: 5502.425293
	Iteration 31Q: 3 clusters Score -1.025656e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -10256628.000000 Penalty: 5502.425293
	Iteration 32Q: 3 clusters Score -1.025663e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -10256699.000000 Penalty: 5502.425293
	Iteration 33Q: 3 clusters Score -1.02567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -10256748.000000 Penalty: 5502.425293
	Iteration 34Q: 3 clusters Score -1.025675e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -10256780.000000 Penalty: 5502.425293
	Iteration 35Q: 3 clusters Score -1.025678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -10256849.000000 Penalty: 5502.425293
	Iteration 36Q: 3 clusters Score -1.025685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -10256879.000000 Penalty: 5502.425293
	Iteration 37Q: 3 clusters Score -1.025688e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -10256902.000000 Penalty: 5502.425293
	Iteration 38Q: 3 clusters Score -1.02569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -10256911.000000 Penalty: 5502.425293
	Iteration 39Q: 3 clusters Score -1.025691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -10256915.000000 Penalty: 5502.425293
	Iteration 40F: 3 clusters Score -1.025692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -10256942.000000 Penalty: 5502.425293
	Iteration 41Q: 3 clusters Score -1.025694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -10256939.000000 Penalty: 5502.425293
	Iteration 42Q: 3 clusters Score -1.025694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -10256963.000000 Penalty: 5502.425293
	Iteration 43Q: 3 clusters Score -1.025696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -10256964.000000 Penalty: 5502.425293
	Iteration 44Q: 3 clusters Score -1.025696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -10256982.000000 Penalty: 5502.425293
	Iteration 45Q: 3 clusters Score -1.025698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -10256981.000000 Penalty: 5502.425293
	Iteration 46Q: 3 clusters Score -1.025698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -10256995.000000 Penalty: 5502.425293
	Iteration 47Q: 3 clusters Score -1.0257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -10256991.000000 Penalty: 5502.425293
	Iteration 48Q: 3 clusters Score -1.025699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -10256994.000000 Penalty: 5502.425293
	Iteration 49Q: 3 clusters Score -1.025699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -10257017.000000 Penalty: 5502.425293
	Iteration 50Q: 3 clusters Score -1.025702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -10257019.000000 Penalty: 5502.425293
	Iteration 51Q: 3 clusters Score -1.025702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -10257028.000000 Penalty: 5502.425293
	Iteration 52Q: 3 clusters Score -1.025703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -10257033.000000 Penalty: 5502.425293
	Iteration 53Q: 3 clusters Score -1.025703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -10257031.000000 Penalty: 5502.425293
	Iteration 54Q: 3 clusters Score -1.025703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -10257038.000000 Penalty: 5502.425293
	Iteration 55Q: 3 clusters Score -1.025704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -10257033.000000 Penalty: 5502.425293
	Iteration 56Q: 3 clusters Score -1.025703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -10257036.000000 Penalty: 5502.425293
	Iteration 57Q: 3 clusters Score -1.025704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -10257038.000000 Penalty: 5502.425293
	Iteration 58Q: 3 clusters Score -1.025704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -10257044.000000 Penalty: 5502.425293
	Iteration 59Q: 3 clusters Score -1.025704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -10257049.000000 Penalty: 5502.425293
	Iteration 60F: 3 clusters Score -1.025705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -10257057.000000 Penalty: 5502.425293
	Iteration 61Q: 3 clusters Score -1.025706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -10257061.000000 Penalty: 5502.425293
	Iteration 62Q: 3 clusters Score -1.025706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -10257060.000000 Penalty: 5502.425293
	Iteration 63Q: 3 clusters Score -1.025706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10257067.000000 Penalty: 5502.425293
	Iteration 64Q: 3 clusters Score -1.025707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10257067.000000 Penalty: 5502.425293
	Iteration 65F: 3 clusters Score -1.025707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 101 members 
Entering Unmasked Estep 
Score: -17685.939453 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17685.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17811.169922 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17811.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17814.230469 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17814.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17814.230469 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -17814.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Entering Unmasked Estep 
Score: -5452067.000000 Penalty: 2598.688721
	Iteration 0F: 2 clusters Score -5452067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5427908.000000 Penalty: 5197.377441
	Iteration 0F: 3 clusters Score -5427908 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5437100.000000 Penalty: 5197.377441
	Iteration 1F: 3 clusters Score -5437100 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5437969.000000 Penalty: 5197.377441
	Iteration 2F: 3 clusters Score -5437969 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5439170.500000 Penalty: 5197.377441
	Iteration 3F: 3 clusters Score -5439170 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5440781.000000 Penalty: 5197.377441
	Iteration 4F: 3 clusters Score -5440781 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -5442654.500000 Penalty: 5197.377441
	Iteration 5F: 3 clusters Score -5442654 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5444652.500000 Penalty: 5197.377441
	Iteration 6F: 3 clusters Score -5444652 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5446472.500000 Penalty: 5197.377441
	Iteration 7F: 3 clusters Score -5446472 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5447526.500000 Penalty: 5197.377441
	Iteration 8Q: 3 clusters Score -5447526 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5448098.000000 Penalty: 5197.377441
	Iteration 9Q: 3 clusters Score -5448098 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5448441.500000 Penalty: 5197.377441
	Iteration 10Q: 3 clusters Score -5448442 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5448588.000000 Penalty: 5197.377441
	Iteration 11Q: 3 clusters Score -5448588 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5448729.000000 Penalty: 5197.377441
	Iteration 12Q: 3 clusters Score -5448729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5448824.500000 Penalty: 5197.377441
	Iteration 13Q: 3 clusters Score -5448824 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5448915.500000 Penalty: 5197.377441
	Iteration 14Q: 3 clusters Score -5448916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5448984.500000 Penalty: 5197.377441
	Iteration 15Q: 3 clusters Score -5448984 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5449050.500000 Penalty: 5197.377441
	Iteration 16Q: 3 clusters Score -5449050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5449109.500000 Penalty: 5197.377441
	Iteration 17Q: 3 clusters Score -5449110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5449197.000000 Penalty: 5197.377441
	Iteration 18Q: 3 clusters Score -5449197 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -5449272.000000 Penalty: 5197.377441
	Iteration 19Q: 3 clusters Score -5449272 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5449312.000000 Penalty: 5197.377441
	Iteration 20F: 3 clusters Score -5449312 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -5449370.000000 Penalty: 5197.377441
	Iteration 21Q: 3 clusters Score -5449370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5449405.000000 Penalty: 5197.377441
	Iteration 22Q: 3 clusters Score -5449405 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5449445.000000 Penalty: 5197.377441
	Iteration 23Q: 3 clusters Score -5449445 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -5449480.000000 Penalty: 5197.377441
	Iteration 24Q: 3 clusters Score -5449480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -5449536.000000 Penalty: 5197.377441
	Iteration 25Q: 3 clusters Score -5449536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -5449567.500000 Penalty: 5197.377441
	Iteration 26Q: 3 clusters Score -5449568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -5449593.500000 Penalty: 5197.377441
	Iteration 27Q: 3 clusters Score -5449594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5449597.000000 Penalty: 5197.377441
	Iteration 28Q: 3 clusters Score -5449597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -5449619.000000 Penalty: 5197.377441
	Iteration 29Q: 3 clusters Score -5449619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5449640.500000 Penalty: 5197.377441
	Iteration 30Q: 3 clusters Score -5449640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5449652.000000 Penalty: 5197.377441
	Iteration 31Q: 3 clusters Score -5449652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -5449677.500000 Penalty: 5197.377441
	Iteration 32Q: 3 clusters Score -5449678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -5449694.500000 Penalty: 5197.377441
	Iteration 33Q: 3 clusters Score -5449694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -5449703.500000 Penalty: 5197.377441
	Iteration 34Q: 3 clusters Score -5449704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -5449706.500000 Penalty: 5197.377441
	Iteration 35Q: 3 clusters Score -5449706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -5449722.000000 Penalty: 5197.377441
	Iteration 36Q: 3 clusters Score -5449722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -5449729.000000 Penalty: 5197.377441
	Iteration 37Q: 3 clusters Score -5449729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -5449738.000000 Penalty: 5197.377441
	Iteration 38Q: 3 clusters Score -5449738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5449744.500000 Penalty: 5197.377441
	Iteration 39Q: 3 clusters Score -5449744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -5449757.000000 Penalty: 5197.377441
	Iteration 40F: 3 clusters Score -5449757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -5449761.000000 Penalty: 5197.377441
	Iteration 41Q: 3 clusters Score -5449761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5449764.500000 Penalty: 5197.377441
	Iteration 42Q: 3 clusters Score -5449764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5449776.000000 Penalty: 5197.377441
	Iteration 43Q: 3 clusters Score -5449776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5449786.500000 Penalty: 5197.377441
	Iteration 44Q: 3 clusters Score -5449786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -5449783.500000 Penalty: 5197.377441
	Iteration 45Q: 3 clusters Score -5449784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5449786.500000 Penalty: 5197.377441
	Iteration 46Q: 3 clusters Score -5449786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5449789.500000 Penalty: 5197.377441
	Iteration 47Q: 3 clusters Score -5449790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -5449797.500000 Penalty: 5197.377441
	Iteration 48Q: 3 clusters Score -5449798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -5449800.500000 Penalty: 5197.377441
	Iteration 49Q: 3 clusters Score -5449800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -5449799.500000 Penalty: 5197.377441
	Iteration 50Q: 3 clusters Score -5449800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5449804.000000 Penalty: 5197.377441
	Iteration 51Q: 3 clusters Score -5449804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5449808.500000 Penalty: 5197.377441
	Iteration 52Q: 3 clusters Score -5449808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -5449804.000000 Penalty: 5197.377441
	Iteration 53Q: 3 clusters Score -5449804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5449812.000000 Penalty: 5197.377441
	Iteration 54Q: 3 clusters Score -5449812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5449821.500000 Penalty: 5197.377441
	Iteration 55Q: 3 clusters Score -5449822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5449828.500000 Penalty: 5197.377441
	Iteration 56Q: 3 clusters Score -5449828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -5449835.500000 Penalty: 5197.377441
	Iteration 57Q: 3 clusters Score -5449836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5449839.500000 Penalty: 5197.377441
	Iteration 58Q: 3 clusters Score -5449840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5449839.500000 Penalty: 5197.377441
	Iteration 59Q: 3 clusters Score -5449840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5449838.500000 Penalty: 5197.377441
	Iteration 60F: 3 clusters Score -5449838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5449853.500000 Penalty: 5197.377441
	Iteration 61Q: 3 clusters Score -5449854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -5449859.500000 Penalty: 5197.377441
	Iteration 62Q: 3 clusters Score -5449860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5449871.000000 Penalty: 5197.377441
	Iteration 63Q: 3 clusters Score -5449871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5449879.000000 Penalty: 5197.377441
	Iteration 64Q: 3 clusters Score -5449879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -5449878.500000 Penalty: 5197.377441
	Iteration 65Q: 3 clusters Score -5449878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5449889.000000 Penalty: 5197.377441
	Iteration 66Q: 3 clusters Score -5449889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -5449880.500000 Penalty: 5197.377441
	Iteration 67Q: 3 clusters Score -5449880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5449886.500000 Penalty: 5197.377441
	Iteration 68Q: 3 clusters Score -5449886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5449882.000000 Penalty: 5197.377441
	Iteration 69Q: 3 clusters Score -5449882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5449881.500000 Penalty: 5197.377441
	Iteration 70Q: 3 clusters Score -5449882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5449888.000000 Penalty: 5197.377441
	Iteration 71Q: 3 clusters Score -5449888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5449887.000000 Penalty: 5197.377441
	Iteration 72Q: 3 clusters Score -5449887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -5449885.500000 Penalty: 5197.377441
	Iteration 73Q: 3 clusters Score -5449886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5449891.000000 Penalty: 5197.377441
	Iteration 74Q: 3 clusters Score -5449891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -5449896.500000 Penalty: 5197.377441
	Iteration 75Q: 3 clusters Score -5449896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -5449900.500000 Penalty: 5197.377441
	Iteration 76Q: 3 clusters Score -5449900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -5449898.500000 Penalty: 5197.377441
	Iteration 77Q: 3 clusters Score -5449898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5449895.000000 Penalty: 5197.377441
	Iteration 78Q: 3 clusters Score -5449895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5449895.000000 Penalty: 5197.377441
	Iteration 79Q: 3 clusters Score -5449895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5449902.000000 Penalty: 5197.377441
	Iteration 80F: 3 clusters Score -5449902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5449901.000000 Penalty: 5197.377441
	Iteration 81Q: 3 clusters Score -5449901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5449901.000000 Penalty: 5197.377441
	Iteration 82F: 3 clusters Score -5449901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Entering Unmasked Estep 
Score: -18297556.000000 Penalty: 2898.129150
	Iteration 0F: 2 clusters Score -1.829756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -18222188.000000 Penalty: 5796.258301
	Iteration 0F: 3 clusters Score -1.822219e+07 nChanged 56454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -18254082.000000 Penalty: 5796.258301
	Iteration 1F: 3 clusters Score -1.825408e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -18254960.000000 Penalty: 5796.258301
	Iteration 2Q: 3 clusters Score -1.825496e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -18256110.000000 Penalty: 5796.258301
	Iteration 3Q: 3 clusters Score -1.825611e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -18258160.000000 Penalty: 5796.258301
	Iteration 4Q: 3 clusters Score -1.825816e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -18261570.000000 Penalty: 5796.258301
	Iteration 5F: 3 clusters Score -1.826157e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -18267454.000000 Penalty: 5796.258301
	Iteration 6F: 3 clusters Score -1.826745e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -18276384.000000 Penalty: 5796.258301
	Iteration 7F: 3 clusters Score -1.827638e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -18286318.000000 Penalty: 5796.258301
	Iteration 8F: 3 clusters Score -1.828632e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -18292226.000000 Penalty: 5796.258301
	Iteration 9F: 3 clusters Score -1.829223e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -18294154.000000 Penalty: 5796.258301
	Iteration 10Q: 3 clusters Score -1.829415e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -18294676.000000 Penalty: 5796.258301
	Iteration 11Q: 3 clusters Score -1.829468e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 118565 members 
Entering Unmasked Estep 
Score: -18294820.000000 Penalty: 5796.258301
	Iteration 12Q: 3 clusters Score -1.829482e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -18294922.000000 Penalty: 5796.258301
	Iteration 13Q: 3 clusters Score -1.829492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -18294974.000000 Penalty: 5796.258301
	Iteration 14Q: 3 clusters Score -1.829497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -18294994.000000 Penalty: 5796.258301
	Iteration 15Q: 3 clusters Score -1.829499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 118682 members 
Entering Unmasked Estep 
Score: -18295010.000000 Penalty: 5796.258301
	Iteration 16Q: 3 clusters Score -1.829501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -18295024.000000 Penalty: 5796.258301
	Iteration 17Q: 3 clusters Score -1.829502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -18295030.000000 Penalty: 5796.258301
	Iteration 18Q: 3 clusters Score -1.829503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118689 members 
Entering Unmasked Estep 
Score: -18295016.000000 Penalty: 5796.258301
	Iteration 19Q: 3 clusters Score -1.829502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -18295032.000000 Penalty: 5796.258301
	Iteration 20F: 3 clusters Score -1.829503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118689 members 
Entering Unmasked Estep 
Score: -18295032.000000 Penalty: 5796.258301
	Iteration 21Q: 3 clusters Score -1.829503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -18295022.000000 Penalty: 5796.258301
	Iteration 22Q: 3 clusters Score -1.829502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -18295022.000000 Penalty: 5796.258301
	Iteration 23F: 3 clusters Score -1.829502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Entering Unmasked Estep 
Score: -16689765.000000 Penalty: 2875.526367
	Iteration 0F: 2 clusters Score -1.668976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -16620973.000000 Penalty: 5751.052734
	Iteration 0F: 3 clusters Score -1.662097e+07 nChanged 51430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -16650296.000000 Penalty: 5751.052734
	Iteration 1F: 3 clusters Score -1.66503e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -16651068.000000 Penalty: 5751.052734
	Iteration 2Q: 3 clusters Score -1.665107e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -16651766.000000 Penalty: 5751.052734
	Iteration 3Q: 3 clusters Score -1.665177e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -16652644.000000 Penalty: 5751.052734
	Iteration 4Q: 3 clusters Score -1.665264e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -16653594.000000 Penalty: 5751.052734
	Iteration 5Q: 3 clusters Score -1.665359e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -16654997.000000 Penalty: 5751.052734
	Iteration 6Q: 3 clusters Score -1.6655e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -16657033.000000 Penalty: 5751.052734
	Iteration 7Q: 3 clusters Score -1.665703e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -16659994.000000 Penalty: 5751.052734
	Iteration 8Q: 3 clusters Score -1.665999e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -16664054.000000 Penalty: 5751.052734
	Iteration 9F: 3 clusters Score -1.666405e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -16668814.000000 Penalty: 5751.052734
	Iteration 10F: 3 clusters Score -1.666881e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -16673260.000000 Penalty: 5751.052734
	Iteration 11F: 3 clusters Score -1.667326e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -16676009.000000 Penalty: 5751.052734
	Iteration 12F: 3 clusters Score -1.667601e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -16677288.000000 Penalty: 5751.052734
	Iteration 13Q: 3 clusters Score -1.667729e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -16677825.000000 Penalty: 5751.052734
	Iteration 14Q: 3 clusters Score -1.667782e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -16678233.000000 Penalty: 5751.052734
	Iteration 15Q: 3 clusters Score -1.667823e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -16678635.000000 Penalty: 5751.052734
	Iteration 16Q: 3 clusters Score -1.667864e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -16678960.000000 Penalty: 5751.052734
	Iteration 17Q: 3 clusters Score -1.667896e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -16679388.000000 Penalty: 5751.052734
	Iteration 18Q: 3 clusters Score -1.667939e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -16679830.000000 Penalty: 5751.052734
	Iteration 19Q: 3 clusters Score -1.667983e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -16680227.000000 Penalty: 5751.052734
	Iteration 20F: 3 clusters Score -1.668023e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -16680677.000000 Penalty: 5751.052734
	Iteration 21Q: 3 clusters Score -1.668068e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -16681304.000000 Penalty: 5751.052734
	Iteration 22Q: 3 clusters Score -1.66813e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -16681725.000000 Penalty: 5751.052734
	Iteration 23Q: 3 clusters Score -1.668172e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -16682330.000000 Penalty: 5751.052734
	Iteration 24Q: 3 clusters Score -1.668233e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -16683046.000000 Penalty: 5751.052734
	Iteration 25Q: 3 clusters Score -1.668305e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -16683730.000000 Penalty: 5751.052734
	Iteration 26Q: 3 clusters Score -1.668373e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -16684353.000000 Penalty: 5751.052734
	Iteration 27Q: 3 clusters Score -1.668435e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -16684977.000000 Penalty: 5751.052734
	Iteration 28Q: 3 clusters Score -1.668498e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -16685642.000000 Penalty: 5751.052734
	Iteration 29Q: 3 clusters Score -1.668564e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -16686227.000000 Penalty: 5751.052734
	Iteration 30Q: 3 clusters Score -1.668623e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -16686705.000000 Penalty: 5751.052734
	Iteration 31Q: 3 clusters Score -1.66867e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -16687081.000000 Penalty: 5751.052734
	Iteration 32Q: 3 clusters Score -1.668708e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -16687473.000000 Penalty: 5751.052734
	Iteration 33Q: 3 clusters Score -1.668747e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -16687698.000000 Penalty: 5751.052734
	Iteration 34Q: 3 clusters Score -1.66877e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -16687959.000000 Penalty: 5751.052734
	Iteration 35Q: 3 clusters Score -1.668796e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -16688257.000000 Penalty: 5751.052734
	Iteration 36Q: 3 clusters Score -1.668826e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -16688477.000000 Penalty: 5751.052734
	Iteration 37Q: 3 clusters Score -1.668848e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -16688721.000000 Penalty: 5751.052734
	Iteration 38Q: 3 clusters Score -1.668872e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -16688918.000000 Penalty: 5751.052734
	Iteration 39Q: 3 clusters Score -1.668892e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -16689121.000000 Penalty: 5751.052734
	Iteration 40F: 3 clusters Score -1.668912e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -16689294.000000 Penalty: 5751.052734
	Iteration 41Q: 3 clusters Score -1.668929e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -16689555.000000 Penalty: 5751.052734
	Iteration 42Q: 3 clusters Score -1.668956e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -16689753.000000 Penalty: 5751.052734
	Iteration 43Q: 3 clusters Score -1.668975e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -16690010.000000 Penalty: 5751.052734
	Iteration 44Q: 3 clusters Score -1.669001e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -16690057.000000 Penalty: 5751.052734
	Iteration 45Q: 3 clusters Score -1.669006e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -16690180.000000 Penalty: 5751.052734
	Iteration 46Q: 3 clusters Score -1.669018e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -16690299.000000 Penalty: 5751.052734
	Iteration 47Q: 3 clusters Score -1.66903e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -16690452.000000 Penalty: 5751.052734
	Iteration 48Q: 3 clusters Score -1.669045e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -16690619.000000 Penalty: 5751.052734
	Iteration 49Q: 3 clusters Score -1.669062e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -16690749.000000 Penalty: 5751.052734
	Iteration 50Q: 3 clusters Score -1.669075e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -16690939.000000 Penalty: 5751.052734
	Iteration 51Q: 3 clusters Score -1.669094e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -16691044.000000 Penalty: 5751.052734
	Iteration 52Q: 3 clusters Score -1.669104e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -16691130.000000 Penalty: 5751.052734
	Iteration 53Q: 3 clusters Score -1.669113e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -16691181.000000 Penalty: 5751.052734
	Iteration 54Q: 3 clusters Score -1.669118e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -16691194.000000 Penalty: 5751.052734
	Iteration 55Q: 3 clusters Score -1.669119e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -16691186.000000 Penalty: 5751.052734
	Iteration 56Q: 3 clusters Score -1.669119e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -16691128.000000 Penalty: 5751.052734
	Iteration 57Q: 3 clusters Score -1.669113e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -16691066.000000 Penalty: 5751.052734
	Iteration 58Q: 3 clusters Score -1.669107e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -16690954.000000 Penalty: 5751.052734
	Iteration 59Q: 3 clusters Score -1.669095e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -16690878.000000 Penalty: 5751.052734
	Iteration 60F: 3 clusters Score -1.669088e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -16690747.000000 Penalty: 5751.052734
	Iteration 61Q: 3 clusters Score -1.669075e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -16690615.000000 Penalty: 5751.052734
	Iteration 62Q: 3 clusters Score -1.669062e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -16690459.000000 Penalty: 5751.052734
	Iteration 63Q: 3 clusters Score -1.669046e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -16690336.000000 Penalty: 5751.052734
	Iteration 64Q: 3 clusters Score -1.669034e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -16690266.000000 Penalty: 5751.052734
	Iteration 65Q: 3 clusters Score -1.669027e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -16690144.000000 Penalty: 5751.052734
	Iteration 66Q: 3 clusters Score -1.669014e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -16690043.000000 Penalty: 5751.052734
	Iteration 67Q: 3 clusters Score -1.669004e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -16689901.000000 Penalty: 5751.052734
	Iteration 68Q: 3 clusters Score -1.66899e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -16689771.000000 Penalty: 5751.052734
	Iteration 69Q: 3 clusters Score -1.668977e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -16689655.000000 Penalty: 5751.052734
	Iteration 70Q: 3 clusters Score -1.668966e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -16689508.000000 Penalty: 5751.052734
	Iteration 71Q: 3 clusters Score -1.668951e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -16689420.000000 Penalty: 5751.052734
	Iteration 72Q: 3 clusters Score -1.668942e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -16689295.000000 Penalty: 5751.052734
	Iteration 73Q: 3 clusters Score -1.66893e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -16689191.000000 Penalty: 5751.052734
	Iteration 74Q: 3 clusters Score -1.668919e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -16689105.000000 Penalty: 5751.052734
	Iteration 75Q: 3 clusters Score -1.66891e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -16689001.000000 Penalty: 5751.052734
	Iteration 76Q: 3 clusters Score -1.6689e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -16688933.000000 Penalty: 5751.052734
	Iteration 77Q: 3 clusters Score -1.668893e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -16688844.000000 Penalty: 5751.052734
	Iteration 78Q: 3 clusters Score -1.668884e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -16688804.000000 Penalty: 5751.052734
	Iteration 79Q: 3 clusters Score -1.66888e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -16688697.000000 Penalty: 5751.052734
	Iteration 80F: 3 clusters Score -1.66887e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -16688701.000000 Penalty: 5751.052734
	Iteration 81Q: 3 clusters Score -1.66887e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16688671.000000 Penalty: 5751.052734
	Iteration 82Q: 3 clusters Score -1.668867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -16688647.000000 Penalty: 5751.052734
	Iteration 83Q: 3 clusters Score -1.668865e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -16688610.000000 Penalty: 5751.052734
	Iteration 84Q: 3 clusters Score -1.668861e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16688532.000000 Penalty: 5751.052734
	Iteration 85Q: 3 clusters Score -1.668853e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16688539.000000 Penalty: 5751.052734
	Iteration 86Q: 3 clusters Score -1.668854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16688525.000000 Penalty: 5751.052734
	Iteration 87Q: 3 clusters Score -1.668852e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16688492.000000 Penalty: 5751.052734
	Iteration 88Q: 3 clusters Score -1.668849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -16688451.000000 Penalty: 5751.052734
	Iteration 89Q: 3 clusters Score -1.668845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -16688425.000000 Penalty: 5751.052734
	Iteration 90Q: 3 clusters Score -1.668842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -16688412.000000 Penalty: 5751.052734
	Iteration 91Q: 3 clusters Score -1.668841e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16688414.000000 Penalty: 5751.052734
	Iteration 92Q: 3 clusters Score -1.668841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -16688391.000000 Penalty: 5751.052734
	Iteration 93Q: 3 clusters Score -1.668839e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16688371.000000 Penalty: 5751.052734
	Iteration 94Q: 3 clusters Score -1.668837e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16688359.000000 Penalty: 5751.052734
	Iteration 95Q: 3 clusters Score -1.668836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16688351.000000 Penalty: 5751.052734
	Iteration 96Q: 3 clusters Score -1.668835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16688316.000000 Penalty: 5751.052734
	Iteration 97Q: 3 clusters Score -1.668832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16688293.000000 Penalty: 5751.052734
	Iteration 98Q: 3 clusters Score -1.668829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16688277.000000 Penalty: 5751.052734
	Iteration 99Q: 3 clusters Score -1.668828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16688241.000000 Penalty: 5751.052734
	Iteration 100F: 3 clusters Score -1.668824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16688240.000000 Penalty: 5751.052734
	Iteration 101Q: 3 clusters Score -1.668824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106948 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16688212.000000 Penalty: 5751.052734
	Iteration 102Q: 3 clusters Score -1.668821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16688196.000000 Penalty: 5751.052734
	Iteration 103Q: 3 clusters Score -1.66882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16688182.000000 Penalty: 5751.052734
	Iteration 104Q: 3 clusters Score -1.668818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16688186.000000 Penalty: 5751.052734
	Iteration 105Q: 3 clusters Score -1.668819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16688172.000000 Penalty: 5751.052734
	Iteration 106Q: 3 clusters Score -1.668817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16688165.000000 Penalty: 5751.052734
	Iteration 107Q: 3 clusters Score -1.668816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -16688146.000000 Penalty: 5751.052734
	Iteration 108Q: 3 clusters Score -1.668815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16688154.000000 Penalty: 5751.052734
	Iteration 109Q: 3 clusters Score -1.668815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16688153.000000 Penalty: 5751.052734
	Iteration 110Q: 3 clusters Score -1.668815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16688137.000000 Penalty: 5751.052734
	Iteration 111Q: 3 clusters Score -1.668814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16688140.000000 Penalty: 5751.052734
	Iteration 112Q: 3 clusters Score -1.668814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16688150.000000 Penalty: 5751.052734
	Iteration 113Q: 3 clusters Score -1.668815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16688141.000000 Penalty: 5751.052734
	Iteration 114Q: 3 clusters Score -1.668814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16688130.000000 Penalty: 5751.052734
	Iteration 115Q: 3 clusters Score -1.668813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16688130.000000 Penalty: 5751.052734
	Iteration 116Q: 3 clusters Score -1.668813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16688124.000000 Penalty: 5751.052734
	Iteration 117Q: 3 clusters Score -1.668812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16688129.000000 Penalty: 5751.052734
	Iteration 118Q: 3 clusters Score -1.668813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16688123.000000 Penalty: 5751.052734
	Iteration 119Q: 3 clusters Score -1.668812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16688113.000000 Penalty: 5751.052734
	Iteration 120F: 3 clusters Score -1.668811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16688116.000000 Penalty: 5751.052734
	Iteration 121Q: 3 clusters Score -1.668812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16688103.000000 Penalty: 5751.052734
	Iteration 122Q: 3 clusters Score -1.66881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16688120.000000 Penalty: 5751.052734
	Iteration 123Q: 3 clusters Score -1.668812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16688119.000000 Penalty: 5751.052734
	Iteration 124Q: 3 clusters Score -1.668812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16688118.000000 Penalty: 5751.052734
	Iteration 125Q: 3 clusters Score -1.668812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16688115.000000 Penalty: 5751.052734
	Iteration 126Q: 3 clusters Score -1.668812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16688113.000000 Penalty: 5751.052734
	Iteration 127Q: 3 clusters Score -1.668811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16688094.000000 Penalty: 5751.052734
	Iteration 128Q: 3 clusters Score -1.668809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16688087.000000 Penalty: 5751.052734
	Iteration 129Q: 3 clusters Score -1.668809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16688093.000000 Penalty: 5751.052734
	Iteration 130Q: 3 clusters Score -1.668809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16688101.000000 Penalty: 5751.052734
	Iteration 131Q: 3 clusters Score -1.66881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16688101.000000 Penalty: 5751.052734
	Iteration 132F: 3 clusters Score -1.66881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -19693.929688 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19693.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19745.087891 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -19745.09 nChanged 1
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: -19746.964844 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19746.96 nChanged 0
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: -19746.964844 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -19746.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -756763.687500 Penalty: 2119.257324
	Iteration 0F: 2 clusters Score -756763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -752204.437500 Penalty: 4238.514648
	Iteration 0F: 3 clusters Score -752204.4 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -753361.812500 Penalty: 4238.514648
	Iteration 1F: 3 clusters Score -753361.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -753626.687500 Penalty: 4238.514648
	Iteration 2F: 3 clusters Score -753626.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -753782.437500 Penalty: 4238.514648
	Iteration 3F: 3 clusters Score -753782.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -753899.937500 Penalty: 4238.514648
	Iteration 4Q: 3 clusters Score -753899.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -753994.250000 Penalty: 4238.514648
	Iteration 5Q: 3 clusters Score -753994.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -754066.750000 Penalty: 4238.514648
	Iteration 6Q: 3 clusters Score -754066.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -754131.375000 Penalty: 4238.514648
	Iteration 7Q: 3 clusters Score -754131.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -754193.437500 Penalty: 4238.514648
	Iteration 8Q: 3 clusters Score -754193.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -754248.312500 Penalty: 4238.514648
	Iteration 9Q: 3 clusters Score -754248.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -754322.312500 Penalty: 4238.514648
	Iteration 10Q: 3 clusters Score -754322.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -754425.875000 Penalty: 4238.514648
	Iteration 11Q: 3 clusters Score -754425.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -754533.187500 Penalty: 4238.514648
	Iteration 12Q: 3 clusters Score -754533.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -754640.812500 Penalty: 4238.514648
	Iteration 13Q: 3 clusters Score -754640.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -754731.312500 Penalty: 4238.514648
	Iteration 14Q: 3 clusters Score -754731.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -754817.625000 Penalty: 4238.514648
	Iteration 15Q: 3 clusters Score -754817.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -754903.062500 Penalty: 4238.514648
	Iteration 16Q: 3 clusters Score -754903.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -754986.625000 Penalty: 4238.514648
	Iteration 17Q: 3 clusters Score -754986.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -755085.937500 Penalty: 4238.514648
	Iteration 18Q: 3 clusters Score -755085.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -755183.375000 Penalty: 4238.514648
	Iteration 19Q: 3 clusters Score -755183.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -755260.437500 Penalty: 4238.514648
	Iteration 20F: 3 clusters Score -755260.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -755333.187500 Penalty: 4238.514648
	Iteration 21Q: 3 clusters Score -755333.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -755386.687500 Penalty: 4238.514648
	Iteration 22Q: 3 clusters Score -755386.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -755424.000000 Penalty: 4238.514648
	Iteration 23Q: 3 clusters Score -755424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -755459.062500 Penalty: 4238.514648
	Iteration 24Q: 3 clusters Score -755459.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -755498.437500 Penalty: 4238.514648
	Iteration 25Q: 3 clusters Score -755498.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -755527.062500 Penalty: 4238.514648
	Iteration 26Q: 3 clusters Score -755527.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -755558.687500 Penalty: 4238.514648
	Iteration 27Q: 3 clusters Score -755558.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -755573.750000 Penalty: 4238.514648
	Iteration 28Q: 3 clusters Score -755573.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -755591.812500 Penalty: 4238.514648
	Iteration 29Q: 3 clusters Score -755591.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -755606.312500 Penalty: 4238.514648
	Iteration 30Q: 3 clusters Score -755606.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -755620.812500 Penalty: 4238.514648
	Iteration 31Q: 3 clusters Score -755620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -755627.937500 Penalty: 4238.514648
	Iteration 32Q: 3 clusters Score -755627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -755634.687500 Penalty: 4238.514648
	Iteration 33Q: 3 clusters Score -755634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -755637.437500 Penalty: 4238.514648
	Iteration 34Q: 3 clusters Score -755637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -755641.312500 Penalty: 4238.514648
	Iteration 35Q: 3 clusters Score -755641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -755641.875000 Penalty: 4238.514648
	Iteration 36Q: 3 clusters Score -755641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -755647.812500 Penalty: 4238.514648
	Iteration 37Q: 3 clusters Score -755647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -755650.000000 Penalty: 4238.514648
	Iteration 38Q: 3 clusters Score -755650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -755652.000000 Penalty: 4238.514648
	Iteration 39Q: 3 clusters Score -755652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -755652.250000 Penalty: 4238.514648
	Iteration 40F: 3 clusters Score -755652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -755655.187500 Penalty: 4238.514648
	Iteration 41Q: 3 clusters Score -755655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -755657.500000 Penalty: 4238.514648
	Iteration 42Q: 3 clusters Score -755657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -755659.187500 Penalty: 4238.514648
	Iteration 43Q: 3 clusters Score -755659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -755660.500000 Penalty: 4238.514648
	Iteration 44Q: 3 clusters Score -755660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -755659.375000 Penalty: 4238.514648
	Iteration 45Q: 3 clusters Score -755659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -755661.125000 Penalty: 4238.514648
	Iteration 46Q: 3 clusters Score -755661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -755661.312500 Penalty: 4238.514648
	Iteration 47Q: 3 clusters Score -755661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -755661.312500 Penalty: 4238.514648
	Iteration 48F: 3 clusters Score -755661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 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 338 members 
Entering Unmasked Estep 
Score: -92314.781250 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92314.78 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92596.460938 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92596.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92739.750000 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92739.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92903.570312 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -92903.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93166.523438 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -93166.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93412.289062 Penalty: 3243.634766
	Iteration 5F: 3 clusters Score -93412.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93601.234375 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93601.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93803.890625 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93803.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93999.476562 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93999.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94244.132812 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -94244.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94272.570312 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -94272.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94294.640625 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -94294.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94312.164062 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -94312.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -94334.367188 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -94334.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94354.445312 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -94354.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94359.250000 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -94359.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94395.023438 Penalty: 3243.634766
	Iteration 16F: 3 clusters Score -94395.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94454.367188 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -94454.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94454.367188 Penalty: 3243.634766
	Iteration 18F: 3 clusters Score -94454.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21570 members 
Mstep: Class 5 contains 102666 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65749 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 118896 members 
Mstep: Class 11 contains 108539 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 98978 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66822 members 
Mstep: Class 22 contains 21941 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137776912.000000 Penalty: 95326.062500
Splitting cluster 15 changes total score from -137778144.000000 to -137776912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Entering Unmasked Estep 
Score: -3029757.000000 Penalty: 2454.747070
	Iteration 0F: 2 clusters Score -3029757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3015751.250000 Penalty: 4909.494141
	Iteration 0F: 3 clusters Score -3015751 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3020281.500000 Penalty: 4909.494141
	Iteration 1F: 3 clusters Score -3020282 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3020634.750000 Penalty: 4909.494141
	Iteration 2F: 3 clusters Score -3020635 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3020916.500000 Penalty: 4909.494141
	Iteration 3Q: 3 clusters Score -3020916 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3021161.250000 Penalty: 4909.494141
	Iteration 4Q: 3 clusters Score -3021161 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3021450.000000 Penalty: 4909.494141
	Iteration 5Q: 3 clusters Score -3021450 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3021837.000000 Penalty: 4909.494141
	Iteration 6Q: 3 clusters Score -3021837 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3022315.250000 Penalty: 4909.494141
	Iteration 7Q: 3 clusters Score -3022315 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3022929.250000 Penalty: 4909.494141
	Iteration 8F: 3 clusters Score -3022929 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3023739.000000 Penalty: 4909.494141
	Iteration 9F: 3 clusters Score -3023739 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3024759.250000 Penalty: 4909.494141
	Iteration 10F: 3 clusters Score -3024759 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3025823.000000 Penalty: 4909.494141
	Iteration 11F: 3 clusters Score -3025823 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3026634.250000 Penalty: 4909.494141
	Iteration 12Q: 3 clusters Score -3026634 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3027190.000000 Penalty: 4909.494141
	Iteration 13Q: 3 clusters Score -3027190 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3027507.000000 Penalty: 4909.494141
	Iteration 14Q: 3 clusters Score -3027507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3027663.000000 Penalty: 4909.494141
	Iteration 15Q: 3 clusters Score -3027663 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3027751.250000 Penalty: 4909.494141
	Iteration 16Q: 3 clusters Score -3027751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3027792.750000 Penalty: 4909.494141
	Iteration 17Q: 3 clusters Score -3027793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3027844.500000 Penalty: 4909.494141
	Iteration 18Q: 3 clusters Score -3027844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3027864.250000 Penalty: 4909.494141
	Iteration 19Q: 3 clusters Score -3027864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3027878.500000 Penalty: 4909.494141
	Iteration 20F: 3 clusters Score -3027878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3027896.500000 Penalty: 4909.494141
	Iteration 21Q: 3 clusters Score -3027896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3027915.500000 Penalty: 4909.494141
	Iteration 22Q: 3 clusters Score -3027916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3027929.000000 Penalty: 4909.494141
	Iteration 23Q: 3 clusters Score -3027929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3027940.500000 Penalty: 4909.494141
	Iteration 24Q: 3 clusters Score -3027940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3027952.500000 Penalty: 4909.494141
	Iteration 25Q: 3 clusters Score -3027952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3027948.250000 Penalty: 4909.494141
	Iteration 26Q: 3 clusters Score -3027948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3027946.750000 Penalty: 4909.494141
	Iteration 27Q: 3 clusters Score -3027947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3027949.250000 Penalty: 4909.494141
	Iteration 28Q: 3 clusters Score -3027949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3027949.500000 Penalty: 4909.494141
	Iteration 29Q: 3 clusters Score -3027950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3027950.750000 Penalty: 4909.494141
	Iteration 30Q: 3 clusters Score -3027951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3027949.250000 Penalty: 4909.494141
	Iteration 31Q: 3 clusters Score -3027949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3027948.000000 Penalty: 4909.494141
	Iteration 32Q: 3 clusters Score -3027948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3027942.750000 Penalty: 4909.494141
	Iteration 33Q: 3 clusters Score -3027943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3027945.250000 Penalty: 4909.494141
	Iteration 34Q: 3 clusters Score -3027945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3027952.750000 Penalty: 4909.494141
	Iteration 35Q: 3 clusters Score -3027953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3027952.750000 Penalty: 4909.494141
	Iteration 36Q: 3 clusters Score -3027953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3027953.500000 Penalty: 4909.494141
	Iteration 37Q: 3 clusters Score -3027954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3027954.250000 Penalty: 4909.494141
	Iteration 38Q: 3 clusters Score -3027954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3027956.500000 Penalty: 4909.494141
	Iteration 39Q: 3 clusters Score -3027956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3027954.250000 Penalty: 4909.494141
	Iteration 40F: 3 clusters Score -3027954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3027954.000000 Penalty: 4909.494141
	Iteration 41Q: 3 clusters Score -3027954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3027954.750000 Penalty: 4909.494141
	Iteration 42Q: 3 clusters Score -3027955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3027954.500000 Penalty: 4909.494141
	Iteration 43Q: 3 clusters Score -3027954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3027955.250000 Penalty: 4909.494141
	Iteration 44Q: 3 clusters Score -3027955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3027958.250000 Penalty: 4909.494141
	Iteration 45Q: 3 clusters Score -3027958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3027958.750000 Penalty: 4909.494141
	Iteration 46Q: 3 clusters Score -3027959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3027959.500000 Penalty: 4909.494141
	Iteration 47Q: 3 clusters Score -3027960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3027958.750000 Penalty: 4909.494141
	Iteration 48Q: 3 clusters Score -3027959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3027958.750000 Penalty: 4909.494141
	Iteration 49Q: 3 clusters Score -3027959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3027952.750000 Penalty: 4909.494141
	Iteration 50Q: 3 clusters Score -3027953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3027952.750000 Penalty: 4909.494141
	Iteration 51F: 3 clusters Score -3027953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (98978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Entering Unmasked Estep 
Score: -15234329.000000 Penalty: 2852.657959
	Iteration 0F: 2 clusters Score -1.523433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -15169756.000000 Penalty: 5705.315918
	Iteration 0F: 3 clusters Score -1.516976e+07 nChanged 46842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -15196691.000000 Penalty: 5705.315918
	Iteration 1F: 3 clusters Score -1.519669e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -15197697.000000 Penalty: 5705.315918
	Iteration 2Q: 3 clusters Score -1.51977e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -15198809.000000 Penalty: 5705.315918
	Iteration 3Q: 3 clusters Score -1.519881e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -15200541.000000 Penalty: 5705.315918
	Iteration 4Q: 3 clusters Score -1.520054e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -15203013.000000 Penalty: 5705.315918
	Iteration 5Q: 3 clusters Score -1.520301e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -15206894.000000 Penalty: 5705.315918
	Iteration 6F: 3 clusters Score -1.520689e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -15211408.000000 Penalty: 5705.315918
	Iteration 7F: 3 clusters Score -1.521141e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -15215479.000000 Penalty: 5705.315918
	Iteration 8F: 3 clusters Score -1.521548e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -15218535.000000 Penalty: 5705.315918
	Iteration 9F: 3 clusters Score -1.521854e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -15220229.000000 Penalty: 5705.315918
	Iteration 10Q: 3 clusters Score -1.522023e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -15221254.000000 Penalty: 5705.315918
	Iteration 11Q: 3 clusters Score -1.522125e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -15221781.000000 Penalty: 5705.315918
	Iteration 12Q: 3 clusters Score -1.522178e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -15222146.000000 Penalty: 5705.315918
	Iteration 13Q: 3 clusters Score -1.522215e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -15222382.000000 Penalty: 5705.315918
	Iteration 14Q: 3 clusters Score -1.522238e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -15222560.000000 Penalty: 5705.315918
	Iteration 15Q: 3 clusters Score -1.522256e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -15222791.000000 Penalty: 5705.315918
	Iteration 16Q: 3 clusters Score -1.522279e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -15222946.000000 Penalty: 5705.315918
	Iteration 17Q: 3 clusters Score -1.522295e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -15223109.000000 Penalty: 5705.315918
	Iteration 18Q: 3 clusters Score -1.522311e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -15223313.000000 Penalty: 5705.315918
	Iteration 19Q: 3 clusters Score -1.522331e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -15223574.000000 Penalty: 5705.315918
	Iteration 20F: 3 clusters Score -1.522357e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -15223840.000000 Penalty: 5705.315918
	Iteration 21Q: 3 clusters Score -1.522384e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -15224184.000000 Penalty: 5705.315918
	Iteration 22Q: 3 clusters Score -1.522418e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -15224496.000000 Penalty: 5705.315918
	Iteration 23Q: 3 clusters Score -1.52245e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -15224781.000000 Penalty: 5705.315918
	Iteration 24Q: 3 clusters Score -1.522478e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -15225096.000000 Penalty: 5705.315918
	Iteration 25Q: 3 clusters Score -1.52251e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -15225476.000000 Penalty: 5705.315918
	Iteration 26Q: 3 clusters Score -1.522548e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -15225799.000000 Penalty: 5705.315918
	Iteration 27Q: 3 clusters Score -1.52258e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -15226259.000000 Penalty: 5705.315918
	Iteration 28Q: 3 clusters Score -1.522626e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -15226651.000000 Penalty: 5705.315918
	Iteration 29Q: 3 clusters Score -1.522665e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -15227133.000000 Penalty: 5705.315918
	Iteration 30Q: 3 clusters Score -1.522713e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -15227641.000000 Penalty: 5705.315918
	Iteration 31Q: 3 clusters Score -1.522764e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -15228049.000000 Penalty: 5705.315918
	Iteration 32Q: 3 clusters Score -1.522805e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -15228700.000000 Penalty: 5705.315918
	Iteration 33Q: 3 clusters Score -1.52287e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -15229251.000000 Penalty: 5705.315918
	Iteration 34Q: 3 clusters Score -1.522925e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -15229779.000000 Penalty: 5705.315918
	Iteration 35Q: 3 clusters Score -1.522978e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -15230361.000000 Penalty: 5705.315918
	Iteration 36Q: 3 clusters Score -1.523036e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -15230908.000000 Penalty: 5705.315918
	Iteration 37Q: 3 clusters Score -1.523091e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -15231350.000000 Penalty: 5705.315918
	Iteration 38Q: 3 clusters Score -1.523135e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -15231758.000000 Penalty: 5705.315918
	Iteration 39Q: 3 clusters Score -1.523176e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -15232177.000000 Penalty: 5705.315918
	Iteration 40F: 3 clusters Score -1.523218e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -15232484.000000 Penalty: 5705.315918
	Iteration 41Q: 3 clusters Score -1.523248e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -15232680.000000 Penalty: 5705.315918
	Iteration 42Q: 3 clusters Score -1.523268e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -15232854.000000 Penalty: 5705.315918
	Iteration 43Q: 3 clusters Score -1.523285e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -15232958.000000 Penalty: 5705.315918
	Iteration 44Q: 3 clusters Score -1.523296e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -15233082.000000 Penalty: 5705.315918
	Iteration 45Q: 3 clusters Score -1.523308e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -15233080.000000 Penalty: 5705.315918
	Iteration 46Q: 3 clusters Score -1.523308e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -15233133.000000 Penalty: 5705.315918
	Iteration 47Q: 3 clusters Score -1.523313e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -15233196.000000 Penalty: 5705.315918
	Iteration 48Q: 3 clusters Score -1.52332e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -15233205.000000 Penalty: 5705.315918
	Iteration 49Q: 3 clusters Score -1.52332e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -15233219.000000 Penalty: 5705.315918
	Iteration 50Q: 3 clusters Score -1.523322e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -15233220.000000 Penalty: 5705.315918
	Iteration 51Q: 3 clusters Score -1.523322e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -15233220.000000 Penalty: 5705.315918
	Iteration 52Q: 3 clusters Score -1.523322e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -15233222.000000 Penalty: 5705.315918
	Iteration 53Q: 3 clusters Score -1.523322e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15233287.000000 Penalty: 5705.315918
	Iteration 54Q: 3 clusters Score -1.523329e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15233326.000000 Penalty: 5705.315918
	Iteration 55Q: 3 clusters Score -1.523333e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -15233336.000000 Penalty: 5705.315918
	Iteration 56Q: 3 clusters Score -1.523334e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15233431.000000 Penalty: 5705.315918
	Iteration 57Q: 3 clusters Score -1.523343e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -15233417.000000 Penalty: 5705.315918
	Iteration 58Q: 3 clusters Score -1.523342e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -15233428.000000 Penalty: 5705.315918
	Iteration 59Q: 3 clusters Score -1.523343e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -15233453.000000 Penalty: 5705.315918
	Iteration 60F: 3 clusters Score -1.523345e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -15233452.000000 Penalty: 5705.315918
	Iteration 61Q: 3 clusters Score -1.523345e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -15233484.000000 Penalty: 5705.315918
	Iteration 62Q: 3 clusters Score -1.523348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -15233499.000000 Penalty: 5705.315918
	Iteration 63Q: 3 clusters Score -1.52335e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -15233510.000000 Penalty: 5705.315918
	Iteration 64Q: 3 clusters Score -1.523351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -15233537.000000 Penalty: 5705.315918
	Iteration 65Q: 3 clusters Score -1.523354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -15233567.000000 Penalty: 5705.315918
	Iteration 66Q: 3 clusters Score -1.523357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15233565.000000 Penalty: 5705.315918
	Iteration 67Q: 3 clusters Score -1.523356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -15233561.000000 Penalty: 5705.315918
	Iteration 68Q: 3 clusters Score -1.523356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15233582.000000 Penalty: 5705.315918
	Iteration 69Q: 3 clusters Score -1.523358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15233609.000000 Penalty: 5705.315918
	Iteration 70Q: 3 clusters Score -1.523361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15233599.000000 Penalty: 5705.315918
	Iteration 71Q: 3 clusters Score -1.52336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15233612.000000 Penalty: 5705.315918
	Iteration 72Q: 3 clusters Score -1.523361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -15233617.000000 Penalty: 5705.315918
	Iteration 73Q: 3 clusters Score -1.523362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -15233619.000000 Penalty: 5705.315918
	Iteration 74Q: 3 clusters Score -1.523362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15233622.000000 Penalty: 5705.315918
	Iteration 75Q: 3 clusters Score -1.523362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15233602.000000 Penalty: 5705.315918
	Iteration 76Q: 3 clusters Score -1.52336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15233619.000000 Penalty: 5705.315918
	Iteration 77Q: 3 clusters Score -1.523362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -15233625.000000 Penalty: 5705.315918
	Iteration 78Q: 3 clusters Score -1.523362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15233626.000000 Penalty: 5705.315918
	Iteration 79Q: 3 clusters Score -1.523363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -15233624.000000 Penalty: 5705.315918
	Iteration 80F: 3 clusters Score -1.523362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -15233618.000000 Penalty: 5705.315918
	Iteration 81Q: 3 clusters Score -1.523362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15233623.000000 Penalty: 5705.315918
	Iteration 82Q: 3 clusters Score -1.523362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15233623.000000 Penalty: 5705.315918
	Iteration 83F: 3 clusters Score -1.523362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Entering Unmasked Estep 
Score: -7165914.500000 Penalty: 2672.322021
	Iteration 0F: 2 clusters Score -7165914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -7133722.500000 Penalty: 5344.644043
	Iteration 0F: 3 clusters Score -7133722 nChanged 22138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -7145902.000000 Penalty: 5344.644043
	Iteration 1F: 3 clusters Score -7145902 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -7146439.000000 Penalty: 5344.644043
	Iteration 2Q: 3 clusters Score -7146439 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7147004.000000 Penalty: 5344.644043
	Iteration 3Q: 3 clusters Score -7147004 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -7147568.000000 Penalty: 5344.644043
	Iteration 4Q: 3 clusters Score -7147568 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7148057.000000 Penalty: 5344.644043
	Iteration 5Q: 3 clusters Score -7148057 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -7148591.000000 Penalty: 5344.644043
	Iteration 6Q: 3 clusters Score -7148591 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -7149068.000000 Penalty: 5344.644043
	Iteration 7Q: 3 clusters Score -7149068 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7149655.500000 Penalty: 5344.644043
	Iteration 8Q: 3 clusters Score -7149656 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -7150230.500000 Penalty: 5344.644043
	Iteration 9Q: 3 clusters Score -7150230 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7150807.000000 Penalty: 5344.644043
	Iteration 10Q: 3 clusters Score -7150807 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -7151510.000000 Penalty: 5344.644043
	Iteration 11Q: 3 clusters Score -7151510 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7152300.500000 Penalty: 5344.644043
	Iteration 12Q: 3 clusters Score -7152300 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -7153186.500000 Penalty: 5344.644043
	Iteration 13Q: 3 clusters Score -7153186 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7154127.000000 Penalty: 5344.644043
	Iteration 14Q: 3 clusters Score -7154127 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -7155119.500000 Penalty: 5344.644043
	Iteration 15Q: 3 clusters Score -7155120 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -7156151.500000 Penalty: 5344.644043
	Iteration 16Q: 3 clusters Score -7156152 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -7157140.000000 Penalty: 5344.644043
	Iteration 17Q: 3 clusters Score -7157140 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -7158010.000000 Penalty: 5344.644043
	Iteration 18Q: 3 clusters Score -7158010 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -7158871.000000 Penalty: 5344.644043
	Iteration 19Q: 3 clusters Score -7158871 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -7159650.500000 Penalty: 5344.644043
	Iteration 20F: 3 clusters Score -7159650 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7160342.500000 Penalty: 5344.644043
	Iteration 21Q: 3 clusters Score -7160342 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7161021.000000 Penalty: 5344.644043
	Iteration 22Q: 3 clusters Score -7161021 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7161583.500000 Penalty: 5344.644043
	Iteration 23Q: 3 clusters Score -7161584 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7162075.000000 Penalty: 5344.644043
	Iteration 24Q: 3 clusters Score -7162075 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7162466.500000 Penalty: 5344.644043
	Iteration 25Q: 3 clusters Score -7162466 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7162783.500000 Penalty: 5344.644043
	Iteration 26Q: 3 clusters Score -7162784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7163014.500000 Penalty: 5344.644043
	Iteration 27Q: 3 clusters Score -7163014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7163177.500000 Penalty: 5344.644043
	Iteration 28Q: 3 clusters Score -7163178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7163280.500000 Penalty: 5344.644043
	Iteration 29Q: 3 clusters Score -7163280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7163363.500000 Penalty: 5344.644043
	Iteration 30Q: 3 clusters Score -7163364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7163413.000000 Penalty: 5344.644043
	Iteration 31Q: 3 clusters Score -7163413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7163440.500000 Penalty: 5344.644043
	Iteration 32Q: 3 clusters Score -7163440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7163458.500000 Penalty: 5344.644043
	Iteration 33Q: 3 clusters Score -7163458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7163480.000000 Penalty: 5344.644043
	Iteration 34Q: 3 clusters Score -7163480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7163491.000000 Penalty: 5344.644043
	Iteration 35Q: 3 clusters Score -7163491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7163509.000000 Penalty: 5344.644043
	Iteration 36Q: 3 clusters Score -7163509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7163532.500000 Penalty: 5344.644043
	Iteration 37Q: 3 clusters Score -7163532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7163539.500000 Penalty: 5344.644043
	Iteration 38Q: 3 clusters Score -7163540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7163555.000000 Penalty: 5344.644043
	Iteration 39Q: 3 clusters Score -7163555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7163570.500000 Penalty: 5344.644043
	Iteration 40F: 3 clusters Score -7163570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7163571.000000 Penalty: 5344.644043
	Iteration 41Q: 3 clusters Score -7163571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7163579.500000 Penalty: 5344.644043
	Iteration 42Q: 3 clusters Score -7163580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7163601.500000 Penalty: 5344.644043
	Iteration 43Q: 3 clusters Score -7163602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7163609.000000 Penalty: 5344.644043
	Iteration 44Q: 3 clusters Score -7163609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7163603.000000 Penalty: 5344.644043
	Iteration 45Q: 3 clusters Score -7163603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7163606.000000 Penalty: 5344.644043
	Iteration 46Q: 3 clusters Score -7163606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7163605.000000 Penalty: 5344.644043
	Iteration 47Q: 3 clusters Score -7163605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7163605.000000 Penalty: 5344.644043
	Iteration 48F: 3 clusters Score -7163605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Entering Unmasked Estep 
Score: -7802089.000000 Penalty: 2692.052246
	Iteration 0F: 2 clusters Score -7802089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7767389.000000 Penalty: 5384.104492
	Iteration 0F: 3 clusters Score -7767389 nChanged 23874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -7780275.500000 Penalty: 5384.104492
	Iteration 1F: 3 clusters Score -7780276 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -7780748.000000 Penalty: 5384.104492
	Iteration 2Q: 3 clusters Score -7780748 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -7781268.500000 Penalty: 5384.104492
	Iteration 3Q: 3 clusters Score -7781268 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -7781813.000000 Penalty: 5384.104492
	Iteration 4Q: 3 clusters Score -7781813 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -7782407.000000 Penalty: 5384.104492
	Iteration 5Q: 3 clusters Score -7782407 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7783225.500000 Penalty: 5384.104492
	Iteration 6Q: 3 clusters Score -7783226 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7784398.500000 Penalty: 5384.104492
	Iteration 7Q: 3 clusters Score -7784398 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7785852.000000 Penalty: 5384.104492
	Iteration 8Q: 3 clusters Score -7785852 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7787929.500000 Penalty: 5384.104492
	Iteration 9F: 3 clusters Score -7787930 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -7790201.000000 Penalty: 5384.104492
	Iteration 10F: 3 clusters Score -7790201 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -7792746.500000 Penalty: 5384.104492
	Iteration 11F: 3 clusters Score -7792746 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -7795005.500000 Penalty: 5384.104492
	Iteration 12F: 3 clusters Score -7795006 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7796853.500000 Penalty: 5384.104492
	Iteration 13Q: 3 clusters Score -7796854 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7798072.000000 Penalty: 5384.104492
	Iteration 14Q: 3 clusters Score -7798072 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7798781.500000 Penalty: 5384.104492
	Iteration 15Q: 3 clusters Score -7798782 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7799151.000000 Penalty: 5384.104492
	Iteration 16Q: 3 clusters Score -7799151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7799375.500000 Penalty: 5384.104492
	Iteration 17Q: 3 clusters Score -7799376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7799505.500000 Penalty: 5384.104492
	Iteration 18Q: 3 clusters Score -7799506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7799586.000000 Penalty: 5384.104492
	Iteration 19Q: 3 clusters Score -7799586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7799659.500000 Penalty: 5384.104492
	Iteration 20F: 3 clusters Score -7799660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7799700.000000 Penalty: 5384.104492
	Iteration 21Q: 3 clusters Score -7799700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7799744.500000 Penalty: 5384.104492
	Iteration 22Q: 3 clusters Score -7799744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7799758.500000 Penalty: 5384.104492
	Iteration 23Q: 3 clusters Score -7799758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7799780.500000 Penalty: 5384.104492
	Iteration 24Q: 3 clusters Score -7799780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7799786.500000 Penalty: 5384.104492
	Iteration 25Q: 3 clusters Score -7799786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7799788.000000 Penalty: 5384.104492
	Iteration 26Q: 3 clusters Score -7799788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7799787.500000 Penalty: 5384.104492
	Iteration 27Q: 3 clusters Score -7799788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7799807.000000 Penalty: 5384.104492
	Iteration 28Q: 3 clusters Score -7799807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7799806.000000 Penalty: 5384.104492
	Iteration 29Q: 3 clusters Score -7799806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7799803.500000 Penalty: 5384.104492
	Iteration 30Q: 3 clusters Score -7799804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7799805.500000 Penalty: 5384.104492
	Iteration 31Q: 3 clusters Score -7799806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7799805.500000 Penalty: 5384.104492
	Iteration 32F: 3 clusters Score -7799806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54533.691406 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54533.69 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54855.445312 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54855.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55050.265625 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -55050.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55143.460938 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -55143.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55285.507812 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -55285.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55460.105469 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -55460.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55546.082031 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55546.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55603.789062 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55603.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55615.382812 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55615.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55615.382812 Penalty: 3001.836182
	Iteration 9F: 3 clusters Score -55615.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Entering Unmasked Estep 
Score: -10343808.000000 Penalty: 2755.227295
	Iteration 0F: 2 clusters Score -1.034381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -10298958.000000 Penalty: 5510.454590
	Iteration 0F: 3 clusters Score -1.029896e+07 nChanged 31406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -10316517.000000 Penalty: 5510.454590
	Iteration 1F: 3 clusters Score -1.031652e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -10317265.000000 Penalty: 5510.454590
	Iteration 2Q: 3 clusters Score -1.031726e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -10318349.000000 Penalty: 5510.454590
	Iteration 3Q: 3 clusters Score -1.031835e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -10319981.000000 Penalty: 5510.454590
	Iteration 4F: 3 clusters Score -1.031998e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -10322593.000000 Penalty: 5510.454590
	Iteration 5F: 3 clusters Score -1.032259e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -10326437.000000 Penalty: 5510.454590
	Iteration 6F: 3 clusters Score -1.032644e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -10331318.000000 Penalty: 5510.454590
	Iteration 7F: 3 clusters Score -1.033132e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -10335716.000000 Penalty: 5510.454590
	Iteration 8F: 3 clusters Score -1.033572e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -10338449.000000 Penalty: 5510.454590
	Iteration 9Q: 3 clusters Score -1.033845e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -10339655.000000 Penalty: 5510.454590
	Iteration 10Q: 3 clusters Score -1.033966e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -10340126.000000 Penalty: 5510.454590
	Iteration 11Q: 3 clusters Score -1.034013e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -10340417.000000 Penalty: 5510.454590
	Iteration 12Q: 3 clusters Score -1.034042e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -10340626.000000 Penalty: 5510.454590
	Iteration 13Q: 3 clusters Score -1.034063e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -10340806.000000 Penalty: 5510.454590
	Iteration 14Q: 3 clusters Score -1.034081e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -10340891.000000 Penalty: 5510.454590
	Iteration 15Q: 3 clusters Score -1.034089e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -10341024.000000 Penalty: 5510.454590
	Iteration 16Q: 3 clusters Score -1.034102e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -10341104.000000 Penalty: 5510.454590
	Iteration 17Q: 3 clusters Score -1.03411e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -10341213.000000 Penalty: 5510.454590
	Iteration 18Q: 3 clusters Score -1.034121e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -10341332.000000 Penalty: 5510.454590
	Iteration 19Q: 3 clusters Score -1.034133e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -10341403.000000 Penalty: 5510.454590
	Iteration 20F: 3 clusters Score -1.03414e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -10341416.000000 Penalty: 5510.454590
	Iteration 21Q: 3 clusters Score -1.034142e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -10341461.000000 Penalty: 5510.454590
	Iteration 22Q: 3 clusters Score -1.034146e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -10341482.000000 Penalty: 5510.454590
	Iteration 23Q: 3 clusters Score -1.034148e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -10341510.000000 Penalty: 5510.454590
	Iteration 24Q: 3 clusters Score -1.034151e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -10341552.000000 Penalty: 5510.454590
	Iteration 25Q: 3 clusters Score -1.034155e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -10341581.000000 Penalty: 5510.454590
	Iteration 26Q: 3 clusters Score -1.034158e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -10341602.000000 Penalty: 5510.454590
	Iteration 27Q: 3 clusters Score -1.03416e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -10341628.000000 Penalty: 5510.454590
	Iteration 28Q: 3 clusters Score -1.034163e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -10341627.000000 Penalty: 5510.454590
	Iteration 29Q: 3 clusters Score -1.034163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -10341641.000000 Penalty: 5510.454590
	Iteration 30Q: 3 clusters Score -1.034164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -10341653.000000 Penalty: 5510.454590
	Iteration 31Q: 3 clusters Score -1.034165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -10341642.000000 Penalty: 5510.454590
	Iteration 32Q: 3 clusters Score -1.034164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -10341660.000000 Penalty: 5510.454590
	Iteration 33Q: 3 clusters Score -1.034166e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -10341673.000000 Penalty: 5510.454590
	Iteration 34Q: 3 clusters Score -1.034167e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -10341672.000000 Penalty: 5510.454590
	Iteration 35Q: 3 clusters Score -1.034167e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -10341681.000000 Penalty: 5510.454590
	Iteration 36Q: 3 clusters Score -1.034168e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -10341711.000000 Penalty: 5510.454590
	Iteration 37Q: 3 clusters Score -1.034171e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -10341719.000000 Penalty: 5510.454590
	Iteration 38Q: 3 clusters Score -1.034172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -10341728.000000 Penalty: 5510.454590
	Iteration 39Q: 3 clusters Score -1.034173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -10341723.000000 Penalty: 5510.454590
	Iteration 40F: 3 clusters Score -1.034172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -10341743.000000 Penalty: 5510.454590
	Iteration 41Q: 3 clusters Score -1.034174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -10341743.000000 Penalty: 5510.454590
	Iteration 42Q: 3 clusters Score -1.034174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -10341742.000000 Penalty: 5510.454590
	Iteration 43Q: 3 clusters Score -1.034174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -10341748.000000 Penalty: 5510.454590
	Iteration 44Q: 3 clusters Score -1.034175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -10341746.000000 Penalty: 5510.454590
	Iteration 45Q: 3 clusters Score -1.034175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -10341744.000000 Penalty: 5510.454590
	Iteration 46Q: 3 clusters Score -1.034174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -10341768.000000 Penalty: 5510.454590
	Iteration 47Q: 3 clusters Score -1.034177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -10341764.000000 Penalty: 5510.454590
	Iteration 48Q: 3 clusters Score -1.034176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -10341781.000000 Penalty: 5510.454590
	Iteration 49Q: 3 clusters Score -1.034178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -10341792.000000 Penalty: 5510.454590
	Iteration 50Q: 3 clusters Score -1.034179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -10341792.000000 Penalty: 5510.454590
	Iteration 51Q: 3 clusters Score -1.034179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -10341792.000000 Penalty: 5510.454590
	Iteration 52Q: 3 clusters Score -1.034179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -10341779.000000 Penalty: 5510.454590
	Iteration 53Q: 3 clusters Score -1.034178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -10341788.000000 Penalty: 5510.454590
	Iteration 54Q: 3 clusters Score -1.034179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -10341781.000000 Penalty: 5510.454590
	Iteration 55Q: 3 clusters Score -1.034178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -10341778.000000 Penalty: 5510.454590
	Iteration 56Q: 3 clusters Score -1.034178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -10341789.000000 Penalty: 5510.454590
	Iteration 57Q: 3 clusters Score -1.034179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -10341788.000000 Penalty: 5510.454590
	Iteration 58Q: 3 clusters Score -1.034179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -10341794.000000 Penalty: 5510.454590
	Iteration 59Q: 3 clusters Score -1.034179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -10341778.000000 Penalty: 5510.454590
	Iteration 60F: 3 clusters Score -1.034178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -10341793.000000 Penalty: 5510.454590
	Iteration 61Q: 3 clusters Score -1.034179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -10341805.000000 Penalty: 5510.454590
	Iteration 62Q: 3 clusters Score -1.03418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -10341802.000000 Penalty: 5510.454590
	Iteration 63Q: 3 clusters Score -1.03418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -10341809.000000 Penalty: 5510.454590
	Iteration 64Q: 3 clusters Score -1.034181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -10341820.000000 Penalty: 5510.454590
	Iteration 65Q: 3 clusters Score -1.034182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -10341821.000000 Penalty: 5510.454590
	Iteration 66Q: 3 clusters Score -1.034182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -10341824.000000 Penalty: 5510.454590
	Iteration 67Q: 3 clusters Score -1.034182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -10341820.000000 Penalty: 5510.454590
	Iteration 68Q: 3 clusters Score -1.034182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -10341821.000000 Penalty: 5510.454590
	Iteration 69Q: 3 clusters Score -1.034182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -10341821.000000 Penalty: 5510.454590
	Iteration 70F: 3 clusters Score -1.034182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Entering Unmasked Estep 
Score: -3175951.250000 Penalty: 2479.035645
	Iteration 0F: 2 clusters Score -3175951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3160696.250000 Penalty: 4958.071289
	Iteration 0F: 3 clusters Score -3160696 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3165965.750000 Penalty: 4958.071289
	Iteration 1F: 3 clusters Score -3165966 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3166344.250000 Penalty: 4958.071289
	Iteration 2F: 3 clusters Score -3166344 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3166691.000000 Penalty: 4958.071289
	Iteration 3Q: 3 clusters Score -3166691 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3167025.000000 Penalty: 4958.071289
	Iteration 4Q: 3 clusters Score -3167025 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3167390.000000 Penalty: 4958.071289
	Iteration 5Q: 3 clusters Score -3167390 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3167853.250000 Penalty: 4958.071289
	Iteration 6Q: 3 clusters Score -3167853 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3168409.500000 Penalty: 4958.071289
	Iteration 7Q: 3 clusters Score -3168410 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3169179.750000 Penalty: 4958.071289
	Iteration 8F: 3 clusters Score -3169180 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3170119.000000 Penalty: 4958.071289
	Iteration 9F: 3 clusters Score -3170119 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3171286.000000 Penalty: 4958.071289
	Iteration 10F: 3 clusters Score -3171286 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3172421.750000 Penalty: 4958.071289
	Iteration 11F: 3 clusters Score -3172422 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3173203.750000 Penalty: 4958.071289
	Iteration 12Q: 3 clusters Score -3173204 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3173670.000000 Penalty: 4958.071289
	Iteration 13Q: 3 clusters Score -3173670 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3173908.000000 Penalty: 4958.071289
	Iteration 14Q: 3 clusters Score -3173908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3173998.000000 Penalty: 4958.071289
	Iteration 15Q: 3 clusters Score -3173998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3174054.750000 Penalty: 4958.071289
	Iteration 16Q: 3 clusters Score -3174055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3174113.000000 Penalty: 4958.071289
	Iteration 17Q: 3 clusters Score -3174113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3174139.000000 Penalty: 4958.071289
	Iteration 18Q: 3 clusters Score -3174139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3174144.750000 Penalty: 4958.071289
	Iteration 19Q: 3 clusters Score -3174145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3174164.750000 Penalty: 4958.071289
	Iteration 20F: 3 clusters Score -3174165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3174177.500000 Penalty: 4958.071289
	Iteration 21Q: 3 clusters Score -3174178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3174185.250000 Penalty: 4958.071289
	Iteration 22Q: 3 clusters Score -3174185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3174191.750000 Penalty: 4958.071289
	Iteration 23Q: 3 clusters Score -3174192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3174199.250000 Penalty: 4958.071289
	Iteration 24Q: 3 clusters Score -3174199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3174210.500000 Penalty: 4958.071289
	Iteration 25Q: 3 clusters Score -3174210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3174211.250000 Penalty: 4958.071289
	Iteration 26Q: 3 clusters Score -3174211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3174213.500000 Penalty: 4958.071289
	Iteration 27Q: 3 clusters Score -3174214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3174217.250000 Penalty: 4958.071289
	Iteration 28Q: 3 clusters Score -3174217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3174219.750000 Penalty: 4958.071289
	Iteration 29Q: 3 clusters Score -3174220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3174219.250000 Penalty: 4958.071289
	Iteration 30Q: 3 clusters Score -3174219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3174219.250000 Penalty: 4958.071289
	Iteration 31F: 3 clusters Score -3174219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -309597.906250 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -309597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306956.406250 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -306956.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -307371.312500 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -307371.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -307505.968750 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -307506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -307587.250000 Penalty: 3771.286133
	Iteration 3F: 3 clusters Score -307587.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -307639.656250 Penalty: 3771.286133
	Iteration 4Q: 3 clusters Score -307639.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -307669.531250 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -307669.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -307682.406250 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -307682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -307691.562500 Penalty: 3771.286133
	Iteration 7Q: 3 clusters Score -307691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -307699.937500 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -307699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -307701.093750 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -307701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -307703.031250 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -307703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307705.187500 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -307705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307709.437500 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -307709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307713.281250 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -307713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -307715.281250 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -307715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307721.031250 Penalty: 3771.286133
	Iteration 15Q: 3 clusters Score -307721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -307724.406250 Penalty: 3771.286133
	Iteration 16Q: 3 clusters Score -307724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -307726.906250 Penalty: 3771.286133
	Iteration 17Q: 3 clusters Score -307726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307727.906250 Penalty: 3771.286133
	Iteration 18Q: 3 clusters Score -307727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -307727.937500 Penalty: 3771.286133
	Iteration 19Q: 3 clusters Score -307727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -307727.937500 Penalty: 3771.286133
	Iteration 20F: 3 clusters Score -307727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27994.294922 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27994.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28110.156250 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28110.16 nChanged 16
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: -28211.224609 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -28211.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28224.738281 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28224.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28235.462891 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28235.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28262.593750 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -28262.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28291.400391 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -28291.4 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: -28291.400391 Penalty: 2692.955322
	Iteration 7F: 3 clusters Score -28291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (109730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Entering Unmasked Estep 
Score: -17008618.000000 Penalty: 2878.232910
	Iteration 0F: 2 clusters Score -1.700862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -16942890.000000 Penalty: 5756.465820
	Iteration 0F: 3 clusters Score -1.694289e+07 nChanged 52136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -16972512.000000 Penalty: 5756.465820
	Iteration 1F: 3 clusters Score -1.697251e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -16973546.000000 Penalty: 5756.465820
	Iteration 2Q: 3 clusters Score -1.697355e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -16974640.000000 Penalty: 5756.465820
	Iteration 3Q: 3 clusters Score -1.697464e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -16975942.000000 Penalty: 5756.465820
	Iteration 4Q: 3 clusters Score -1.697594e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -16977868.000000 Penalty: 5756.465820
	Iteration 5Q: 3 clusters Score -1.697787e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -16980694.000000 Penalty: 5756.465820
	Iteration 6Q: 3 clusters Score -1.698069e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -16984804.000000 Penalty: 5756.465820
	Iteration 7F: 3 clusters Score -1.69848e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -16989972.000000 Penalty: 5756.465820
	Iteration 8F: 3 clusters Score -1.698997e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -16994494.000000 Penalty: 5756.465820
	Iteration 9F: 3 clusters Score -1.699449e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -16996912.000000 Penalty: 5756.465820
	Iteration 10Q: 3 clusters Score -1.699691e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -16997996.000000 Penalty: 5756.465820
	Iteration 11Q: 3 clusters Score -1.6998e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -16998634.000000 Penalty: 5756.465820
	Iteration 12Q: 3 clusters Score -1.699863e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -16999124.000000 Penalty: 5756.465820
	Iteration 13Q: 3 clusters Score -1.699912e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -16999578.000000 Penalty: 5756.465820
	Iteration 14Q: 3 clusters Score -1.699958e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -17000126.000000 Penalty: 5756.465820
	Iteration 15Q: 3 clusters Score -1.700013e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -17000650.000000 Penalty: 5756.465820
	Iteration 16Q: 3 clusters Score -1.700065e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -17001200.000000 Penalty: 5756.465820
	Iteration 17Q: 3 clusters Score -1.70012e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -17001632.000000 Penalty: 5756.465820
	Iteration 18Q: 3 clusters Score -1.700163e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -17001996.000000 Penalty: 5756.465820
	Iteration 19Q: 3 clusters Score -1.7002e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -17002448.000000 Penalty: 5756.465820
	Iteration 20F: 3 clusters Score -1.700245e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -17002854.000000 Penalty: 5756.465820
	Iteration 21Q: 3 clusters Score -1.700285e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -17003192.000000 Penalty: 5756.465820
	Iteration 22Q: 3 clusters Score -1.700319e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -17003396.000000 Penalty: 5756.465820
	Iteration 23Q: 3 clusters Score -1.70034e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -17003612.000000 Penalty: 5756.465820
	Iteration 24Q: 3 clusters Score -1.700361e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -17003830.000000 Penalty: 5756.465820
	Iteration 25Q: 3 clusters Score -1.700383e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -17003920.000000 Penalty: 5756.465820
	Iteration 26Q: 3 clusters Score -1.700392e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -17004002.000000 Penalty: 5756.465820
	Iteration 27Q: 3 clusters Score -1.7004e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -17004170.000000 Penalty: 5756.465820
	Iteration 28Q: 3 clusters Score -1.700417e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -17004274.000000 Penalty: 5756.465820
	Iteration 29Q: 3 clusters Score -1.700427e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -17004378.000000 Penalty: 5756.465820
	Iteration 30Q: 3 clusters Score -1.700438e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -17004450.000000 Penalty: 5756.465820
	Iteration 31Q: 3 clusters Score -1.700445e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -17004574.000000 Penalty: 5756.465820
	Iteration 32Q: 3 clusters Score -1.700457e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -17004676.000000 Penalty: 5756.465820
	Iteration 33Q: 3 clusters Score -1.700468e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -17004740.000000 Penalty: 5756.465820
	Iteration 34Q: 3 clusters Score -1.700474e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -17004836.000000 Penalty: 5756.465820
	Iteration 35Q: 3 clusters Score -1.700484e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -17004888.000000 Penalty: 5756.465820
	Iteration 36Q: 3 clusters Score -1.700489e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -17004910.000000 Penalty: 5756.465820
	Iteration 37Q: 3 clusters Score -1.700491e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -17004942.000000 Penalty: 5756.465820
	Iteration 38Q: 3 clusters Score -1.700494e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -17005030.000000 Penalty: 5756.465820
	Iteration 39Q: 3 clusters Score -1.700503e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -17005078.000000 Penalty: 5756.465820
	Iteration 40F: 3 clusters Score -1.700508e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -17005132.000000 Penalty: 5756.465820
	Iteration 41Q: 3 clusters Score -1.700513e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -17005156.000000 Penalty: 5756.465820
	Iteration 42Q: 3 clusters Score -1.700516e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -17005194.000000 Penalty: 5756.465820
	Iteration 43Q: 3 clusters Score -1.700519e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -17005242.000000 Penalty: 5756.465820
	Iteration 44Q: 3 clusters Score -1.700524e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -17005324.000000 Penalty: 5756.465820
	Iteration 45Q: 3 clusters Score -1.700532e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -17005344.000000 Penalty: 5756.465820
	Iteration 46Q: 3 clusters Score -1.700534e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -17005314.000000 Penalty: 5756.465820
	Iteration 47Q: 3 clusters Score -1.700531e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -17005310.000000 Penalty: 5756.465820
	Iteration 48Q: 3 clusters Score -1.700531e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -17005306.000000 Penalty: 5756.465820
	Iteration 49Q: 3 clusters Score -1.700531e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -17005384.000000 Penalty: 5756.465820
	Iteration 50Q: 3 clusters Score -1.700538e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -17005422.000000 Penalty: 5756.465820
	Iteration 51Q: 3 clusters Score -1.700542e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -17005438.000000 Penalty: 5756.465820
	Iteration 52Q: 3 clusters Score -1.700544e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -17005456.000000 Penalty: 5756.465820
	Iteration 53Q: 3 clusters Score -1.700546e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -17005534.000000 Penalty: 5756.465820
	Iteration 54Q: 3 clusters Score -1.700553e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -17005592.000000 Penalty: 5756.465820
	Iteration 55Q: 3 clusters Score -1.700559e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -17005608.000000 Penalty: 5756.465820
	Iteration 56Q: 3 clusters Score -1.700561e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -17005686.000000 Penalty: 5756.465820
	Iteration 57Q: 3 clusters Score -1.700569e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -17005744.000000 Penalty: 5756.465820
	Iteration 58Q: 3 clusters Score -1.700574e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -17005842.000000 Penalty: 5756.465820
	Iteration 59Q: 3 clusters Score -1.700584e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -17005860.000000 Penalty: 5756.465820
	Iteration 60F: 3 clusters Score -1.700586e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -17005986.000000 Penalty: 5756.465820
	Iteration 61Q: 3 clusters Score -1.700599e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -17006040.000000 Penalty: 5756.465820
	Iteration 62Q: 3 clusters Score -1.700604e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -17006094.000000 Penalty: 5756.465820
	Iteration 63Q: 3 clusters Score -1.700609e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -17006182.000000 Penalty: 5756.465820
	Iteration 64Q: 3 clusters Score -1.700618e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -17006306.000000 Penalty: 5756.465820
	Iteration 65Q: 3 clusters Score -1.700631e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -17006382.000000 Penalty: 5756.465820
	Iteration 66Q: 3 clusters Score -1.700638e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -17006460.000000 Penalty: 5756.465820
	Iteration 67Q: 3 clusters Score -1.700646e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -17006508.000000 Penalty: 5756.465820
	Iteration 68Q: 3 clusters Score -1.700651e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -17006620.000000 Penalty: 5756.465820
	Iteration 69Q: 3 clusters Score -1.700662e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -17006708.000000 Penalty: 5756.465820
	Iteration 70Q: 3 clusters Score -1.700671e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -17006710.000000 Penalty: 5756.465820
	Iteration 71Q: 3 clusters Score -1.700671e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -17006700.000000 Penalty: 5756.465820
	Iteration 72Q: 3 clusters Score -1.70067e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95349 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -17006740.000000 Penalty: 5756.465820
	Iteration 73Q: 3 clusters Score -1.700674e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -17006776.000000 Penalty: 5756.465820
	Iteration 74Q: 3 clusters Score -1.700678e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -17006788.000000 Penalty: 5756.465820
	Iteration 75Q: 3 clusters Score -1.700679e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -17006876.000000 Penalty: 5756.465820
	Iteration 76Q: 3 clusters Score -1.700688e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -17006938.000000 Penalty: 5756.465820
	Iteration 77Q: 3 clusters Score -1.700694e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -17006998.000000 Penalty: 5756.465820
	Iteration 78Q: 3 clusters Score -1.7007e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -17007044.000000 Penalty: 5756.465820
	Iteration 79Q: 3 clusters Score -1.700704e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 80F: 3 clusters Score -1.700708e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 81Q: 3 clusters Score -1.700707e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -17007048.000000 Penalty: 5756.465820
	Iteration 82Q: 3 clusters Score -1.700705e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -17007014.000000 Penalty: 5756.465820
	Iteration 83Q: 3 clusters Score -1.700701e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -17006982.000000 Penalty: 5756.465820
	Iteration 84Q: 3 clusters Score -1.700698e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -17006962.000000 Penalty: 5756.465820
	Iteration 85Q: 3 clusters Score -1.700696e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -17006988.000000 Penalty: 5756.465820
	Iteration 86Q: 3 clusters Score -1.700699e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -17007080.000000 Penalty: 5756.465820
	Iteration 87Q: 3 clusters Score -1.700708e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -17007074.000000 Penalty: 5756.465820
	Iteration 88Q: 3 clusters Score -1.700707e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -17007096.000000 Penalty: 5756.465820
	Iteration 89Q: 3 clusters Score -1.70071e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -17007132.000000 Penalty: 5756.465820
	Iteration 90Q: 3 clusters Score -1.700713e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -17007182.000000 Penalty: 5756.465820
	Iteration 91Q: 3 clusters Score -1.700718e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -17007152.000000 Penalty: 5756.465820
	Iteration 92Q: 3 clusters Score -1.700715e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -17007164.000000 Penalty: 5756.465820
	Iteration 93Q: 3 clusters Score -1.700716e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -17007148.000000 Penalty: 5756.465820
	Iteration 94Q: 3 clusters Score -1.700715e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -17007106.000000 Penalty: 5756.465820
	Iteration 95Q: 3 clusters Score -1.700711e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -17007098.000000 Penalty: 5756.465820
	Iteration 96Q: 3 clusters Score -1.70071e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -17007126.000000 Penalty: 5756.465820
	Iteration 97Q: 3 clusters Score -1.700713e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -17007114.000000 Penalty: 5756.465820
	Iteration 98Q: 3 clusters Score -1.700711e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -17007108.000000 Penalty: 5756.465820
	Iteration 99Q: 3 clusters Score -1.700711e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -17007118.000000 Penalty: 5756.465820
	Iteration 100F: 3 clusters Score -1.700712e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -17007120.000000 Penalty: 5756.465820
	Iteration 101Q: 3 clusters Score -1.700712e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -17007102.000000 Penalty: 5756.465820
	Iteration 102Q: 3 clusters Score -1.70071e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -17007108.000000 Penalty: 5756.465820
	Iteration 103Q: 3 clusters Score -1.700711e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -17007140.000000 Penalty: 5756.465820
	Iteration 104Q: 3 clusters Score -1.700714e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -17007106.000000 Penalty: 5756.465820
	Iteration 105Q: 3 clusters Score -1.700711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -17007120.000000 Penalty: 5756.465820
	Iteration 106Q: 3 clusters Score -1.700712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -17007132.000000 Penalty: 5756.465820
	Iteration 107Q: 3 clusters Score -1.700713e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -17007108.000000 Penalty: 5756.465820
	Iteration 108Q: 3 clusters Score -1.700711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -17007102.000000 Penalty: 5756.465820
	Iteration 109Q: 3 clusters Score -1.70071e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -17007088.000000 Penalty: 5756.465820
	Iteration 110Q: 3 clusters Score -1.700709e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 111Q: 3 clusters Score -1.700708e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 112Q: 3 clusters Score -1.700708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17007082.000000 Penalty: 5756.465820
	Iteration 113Q: 3 clusters Score -1.700708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -17007054.000000 Penalty: 5756.465820
	Iteration 114Q: 3 clusters Score -1.700705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -17007054.000000 Penalty: 5756.465820
	Iteration 115Q: 3 clusters Score -1.700705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17007064.000000 Penalty: 5756.465820
	Iteration 116Q: 3 clusters Score -1.700706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -17007062.000000 Penalty: 5756.465820
	Iteration 117Q: 3 clusters Score -1.700706e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -17007062.000000 Penalty: 5756.465820
	Iteration 118Q: 3 clusters Score -1.700706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17007056.000000 Penalty: 5756.465820
	Iteration 119Q: 3 clusters Score -1.700706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -17007054.000000 Penalty: 5756.465820
	Iteration 120F: 3 clusters Score -1.700705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17007060.000000 Penalty: 5756.465820
	Iteration 121Q: 3 clusters Score -1.700706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -17007054.000000 Penalty: 5756.465820
	Iteration 122Q: 3 clusters Score -1.700705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -17007038.000000 Penalty: 5756.465820
	Iteration 123Q: 3 clusters Score -1.700704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -17007036.000000 Penalty: 5756.465820
	Iteration 124Q: 3 clusters Score -1.700704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -17007044.000000 Penalty: 5756.465820
	Iteration 125Q: 3 clusters Score -1.700704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -17007066.000000 Penalty: 5756.465820
	Iteration 126Q: 3 clusters Score -1.700707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -17007068.000000 Penalty: 5756.465820
	Iteration 127Q: 3 clusters Score -1.700707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 128Q: 3 clusters Score -1.700708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -17007088.000000 Penalty: 5756.465820
	Iteration 129Q: 3 clusters Score -1.700709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -17007052.000000 Penalty: 5756.465820
	Iteration 130Q: 3 clusters Score -1.700705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -17007052.000000 Penalty: 5756.465820
	Iteration 131Q: 3 clusters Score -1.700705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -17007062.000000 Penalty: 5756.465820
	Iteration 132Q: 3 clusters Score -1.700706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -17007046.000000 Penalty: 5756.465820
	Iteration 133Q: 3 clusters Score -1.700705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 134Q: 3 clusters Score -1.700707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -17007052.000000 Penalty: 5756.465820
	Iteration 135Q: 3 clusters Score -1.700705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -17007060.000000 Penalty: 5756.465820
	Iteration 136Q: 3 clusters Score -1.700706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -17007054.000000 Penalty: 5756.465820
	Iteration 137Q: 3 clusters Score -1.700705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.700705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17007058.000000 Penalty: 5756.465820
	Iteration 139Q: 3 clusters Score -1.700706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17007072.000000 Penalty: 5756.465820
	Iteration 140F: 3 clusters Score -1.700707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 141Q: 3 clusters Score -1.700707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -17007068.000000 Penalty: 5756.465820
	Iteration 142Q: 3 clusters Score -1.700707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 143Q: 3 clusters Score -1.700708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 144Q: 3 clusters Score -1.700708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17007086.000000 Penalty: 5756.465820
	Iteration 145Q: 3 clusters Score -1.700709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 146Q: 3 clusters Score -1.700707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -17007056.000000 Penalty: 5756.465820
	Iteration 147Q: 3 clusters Score -1.700706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 148Q: 3 clusters Score -1.700707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -17007066.000000 Penalty: 5756.465820
	Iteration 149Q: 3 clusters Score -1.700707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -17007084.000000 Penalty: 5756.465820
	Iteration 150Q: 3 clusters Score -1.700708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -17007086.000000 Penalty: 5756.465820
	Iteration 151Q: 3 clusters Score -1.700709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -17007090.000000 Penalty: 5756.465820
	Iteration 152Q: 3 clusters Score -1.700709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -17007096.000000 Penalty: 5756.465820
	Iteration 153Q: 3 clusters Score -1.70071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17007094.000000 Penalty: 5756.465820
	Iteration 154Q: 3 clusters Score -1.700709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -17007104.000000 Penalty: 5756.465820
	Iteration 155Q: 3 clusters Score -1.70071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -17007100.000000 Penalty: 5756.465820
	Iteration 156Q: 3 clusters Score -1.70071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -17007082.000000 Penalty: 5756.465820
	Iteration 157Q: 3 clusters Score -1.700708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -17007090.000000 Penalty: 5756.465820
	Iteration 158Q: 3 clusters Score -1.700709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17007094.000000 Penalty: 5756.465820
	Iteration 159Q: 3 clusters Score -1.700709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -17007100.000000 Penalty: 5756.465820
	Iteration 160F: 3 clusters Score -1.70071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -17007118.000000 Penalty: 5756.465820
	Iteration 161Q: 3 clusters Score -1.700712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -17007110.000000 Penalty: 5756.465820
	Iteration 162Q: 3 clusters Score -1.700711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -17007096.000000 Penalty: 5756.465820
	Iteration 163Q: 3 clusters Score -1.70071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -17007098.000000 Penalty: 5756.465820
	Iteration 164Q: 3 clusters Score -1.70071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -17007082.000000 Penalty: 5756.465820
	Iteration 165Q: 3 clusters Score -1.700708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17007094.000000 Penalty: 5756.465820
	Iteration 166Q: 3 clusters Score -1.700709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -17007080.000000 Penalty: 5756.465820
	Iteration 167Q: 3 clusters Score -1.700708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17007084.000000 Penalty: 5756.465820
	Iteration 168Q: 3 clusters Score -1.700708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 169Q: 3 clusters Score -1.700708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -17007072.000000 Penalty: 5756.465820
	Iteration 170Q: 3 clusters Score -1.700707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 171Q: 3 clusters Score -1.700708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17007074.000000 Penalty: 5756.465820
	Iteration 172Q: 3 clusters Score -1.700707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 173Q: 3 clusters Score -1.700708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 174Q: 3 clusters Score -1.700708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -17007082.000000 Penalty: 5756.465820
	Iteration 175Q: 3 clusters Score -1.700708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17007080.000000 Penalty: 5756.465820
	Iteration 176Q: 3 clusters Score -1.700708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -17007066.000000 Penalty: 5756.465820
	Iteration 177Q: 3 clusters Score -1.700707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 5756.465820
	Iteration 178Q: 3 clusters Score -1.700708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -17007056.000000 Penalty: 5756.465820
	Iteration 179Q: 3 clusters Score -1.700706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17007068.000000 Penalty: 5756.465820
	Iteration 180F: 3 clusters Score -1.700707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5756.465820
	Iteration 181Q: 3 clusters Score -1.700707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -17007080.000000 Penalty: 5756.465820
	Iteration 182Q: 3 clusters Score -1.700708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 183Q: 3 clusters Score -1.700708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 5756.465820
	Iteration 184Q: 3 clusters Score -1.700708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -17007066.000000 Penalty: 5756.465820
	Iteration 185Q: 3 clusters Score -1.700707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -17007068.000000 Penalty: 5756.465820
	Iteration 186Q: 3 clusters Score -1.700707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17007060.000000 Penalty: 5756.465820
	Iteration 187Q: 3 clusters Score -1.700706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17007060.000000 Penalty: 5756.465820
	Iteration 188F: 3 clusters Score -1.700706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -367658.781250 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -367658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -364549.062500 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -364549.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -365525.062500 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -365525.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -365955.718750 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -365955.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366216.031250 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -366216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366382.500000 Penalty: 3948.147217
	Iteration 4F: 3 clusters Score -366382.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -366495.156250 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -366495.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366572.312500 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -366572.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -366627.593750 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -366627.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366666.031250 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -366666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366700.406250 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -366700.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366726.000000 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -366726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -366743.000000 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -366743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366751.000000 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -366751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -366757.281250 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -366757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -366761.906250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -366761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -366766.312500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -366766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366769.218750 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -366769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366771.093750 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -366771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366771.218750 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -366771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366773.343750 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -366773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -366775.281250 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -366775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -366778.750000 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -366778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366780.687500 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -366780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366783.312500 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -366783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -366783.093750 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -366783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366786.312500 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -366786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366785.906250 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -366785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366786.718750 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -366786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366787.968750 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -366788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366787.656250 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -366787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366789.187500 Penalty: 3948.147217
	Iteration 30Q: 3 clusters Score -366789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366790.281250 Penalty: 3948.147217
	Iteration 31Q: 3 clusters Score -366790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366790.625000 Penalty: 3948.147217
	Iteration 32Q: 3 clusters Score -366790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366790.625000 Penalty: 3948.147217
	Iteration 33F: 3 clusters Score -366790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 75 members 
Entering Unmasked Estep 
Score: -17314.021484 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17314.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17424.904297 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17465.566406 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17465.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17493.146484 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -17493.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17493.146484 Penalty: 2495.097168
	Iteration 4F: 3 clusters Score -17493.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Entering Unmasked Estep 
Score: -895415.125000 Penalty: 2157.603760
	Iteration 0F: 2 clusters Score -895415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -890281.250000 Penalty: 4315.207520
	Iteration 0F: 3 clusters Score -890281.2 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -891585.625000 Penalty: 4315.207520
	Iteration 1F: 3 clusters Score -891585.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -891826.750000 Penalty: 4315.207520
	Iteration 2F: 3 clusters Score -891826.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -891988.375000 Penalty: 4315.207520
	Iteration 3Q: 3 clusters Score -891988.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -892116.062500 Penalty: 4315.207520
	Iteration 4Q: 3 clusters Score -892116.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -892233.812500 Penalty: 4315.207520
	Iteration 5Q: 3 clusters Score -892233.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -892323.500000 Penalty: 4315.207520
	Iteration 6Q: 3 clusters Score -892323.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -892402.937500 Penalty: 4315.207520
	Iteration 7Q: 3 clusters Score -892402.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -892477.000000 Penalty: 4315.207520
	Iteration 8Q: 3 clusters Score -892477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -892556.750000 Penalty: 4315.207520
	Iteration 9Q: 3 clusters Score -892556.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -892628.000000 Penalty: 4315.207520
	Iteration 10Q: 3 clusters Score -892628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -892692.312500 Penalty: 4315.207520
	Iteration 11Q: 3 clusters Score -892692.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -892741.687500 Penalty: 4315.207520
	Iteration 12Q: 3 clusters Score -892741.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -892796.187500 Penalty: 4315.207520
	Iteration 13Q: 3 clusters Score -892796.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -892847.062500 Penalty: 4315.207520
	Iteration 14Q: 3 clusters Score -892847.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -892885.812500 Penalty: 4315.207520
	Iteration 15Q: 3 clusters Score -892885.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -892912.625000 Penalty: 4315.207520
	Iteration 16Q: 3 clusters Score -892912.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -892945.250000 Penalty: 4315.207520
	Iteration 17Q: 3 clusters Score -892945.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -892982.187500 Penalty: 4315.207520
	Iteration 18Q: 3 clusters Score -892982.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -893022.125000 Penalty: 4315.207520
	Iteration 19Q: 3 clusters Score -893022.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -893064.687500 Penalty: 4315.207520
	Iteration 20F: 3 clusters Score -893064.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -893107.375000 Penalty: 4315.207520
	Iteration 21Q: 3 clusters Score -893107.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -893155.875000 Penalty: 4315.207520
	Iteration 22Q: 3 clusters Score -893155.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -893204.687500 Penalty: 4315.207520
	Iteration 23Q: 3 clusters Score -893204.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -893258.375000 Penalty: 4315.207520
	Iteration 24Q: 3 clusters Score -893258.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -893320.187500 Penalty: 4315.207520
	Iteration 25Q: 3 clusters Score -893320.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -893380.000000 Penalty: 4315.207520
	Iteration 26Q: 3 clusters Score -893380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -893431.312500 Penalty: 4315.207520
	Iteration 27Q: 3 clusters Score -893431.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -893485.937500 Penalty: 4315.207520
	Iteration 28Q: 3 clusters Score -893485.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -893539.312500 Penalty: 4315.207520
	Iteration 29Q: 3 clusters Score -893539.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -893589.937500 Penalty: 4315.207520
	Iteration 30Q: 3 clusters Score -893589.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -893632.812500 Penalty: 4315.207520
	Iteration 31Q: 3 clusters Score -893632.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -893662.437500 Penalty: 4315.207520
	Iteration 32Q: 3 clusters Score -893662.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -893682.562500 Penalty: 4315.207520
	Iteration 33Q: 3 clusters Score -893682.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -893705.437500 Penalty: 4315.207520
	Iteration 34Q: 3 clusters Score -893705.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -893726.312500 Penalty: 4315.207520
	Iteration 35Q: 3 clusters Score -893726.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -893746.437500 Penalty: 4315.207520
	Iteration 36Q: 3 clusters Score -893746.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -893769.812500 Penalty: 4315.207520
	Iteration 37Q: 3 clusters Score -893769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -893784.375000 Penalty: 4315.207520
	Iteration 38Q: 3 clusters Score -893784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -893797.000000 Penalty: 4315.207520
	Iteration 39Q: 3 clusters Score -893797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -893801.375000 Penalty: 4315.207520
	Iteration 40F: 3 clusters Score -893801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -893808.187500 Penalty: 4315.207520
	Iteration 41Q: 3 clusters Score -893808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -893815.687500 Penalty: 4315.207520
	Iteration 42Q: 3 clusters Score -893815.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -893821.312500 Penalty: 4315.207520
	Iteration 43Q: 3 clusters Score -893821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -893825.625000 Penalty: 4315.207520
	Iteration 44Q: 3 clusters Score -893825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -893833.062500 Penalty: 4315.207520
	Iteration 45Q: 3 clusters Score -893833.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -893840.437500 Penalty: 4315.207520
	Iteration 46Q: 3 clusters Score -893840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -893846.062500 Penalty: 4315.207520
	Iteration 47Q: 3 clusters Score -893846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -893852.687500 Penalty: 4315.207520
	Iteration 48Q: 3 clusters Score -893852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -893858.312500 Penalty: 4315.207520
	Iteration 49Q: 3 clusters Score -893858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -893861.875000 Penalty: 4315.207520
	Iteration 50Q: 3 clusters Score -893861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -893863.687500 Penalty: 4315.207520
	Iteration 51Q: 3 clusters Score -893863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -893865.500000 Penalty: 4315.207520
	Iteration 52Q: 3 clusters Score -893865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -893866.187500 Penalty: 4315.207520
	Iteration 53Q: 3 clusters Score -893866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -893867.687500 Penalty: 4315.207520
	Iteration 54Q: 3 clusters Score -893867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -893867.687500 Penalty: 4315.207520
	Iteration 55F: 3 clusters Score -893867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21570 members 
Mstep: Class 5 contains 102666 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65749 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 118896 members 
Mstep: Class 11 contains 108539 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 98978 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66822 members 
Mstep: Class 22 contains 21941 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 91921.562500
Iteration 279Q: 28 clusters Score -1.377781e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21679 members 
Mstep: Class 5 contains 102657 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65743 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35549 members 
Mstep: Class 10 contains 118868 members 
Mstep: Class 11 contains 108476 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 98981 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 51821 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66779 members 
Mstep: Class 22 contains 21946 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109738 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777968.000000 Penalty: 91921.562500
Iteration 280F: 28 clusters Score -1.37778e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21781 members 
Mstep: Class 5 contains 102656 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35548 members 
Mstep: Class 10 contains 118819 members 
Mstep: Class 11 contains 108453 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19892 members 
Mstep: Class 17 contains 98975 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 51846 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66746 members 
Mstep: Class 22 contains 21944 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109734 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778048.000000 Penalty: 91921.562500
Iteration 281Q: 28 clusters Score -1.37778e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 21891 members 
Mstep: Class 5 contains 102659 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65731 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35547 members 
Mstep: Class 10 contains 118767 members 
Mstep: Class 11 contains 108413 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19890 members 
Mstep: Class 17 contains 98964 members 
Mstep: Class 18 contains 47833 members 
Mstep: Class 19 contains 51866 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66728 members 
Mstep: Class 22 contains 21946 members 
Mstep: Class 23 contains 2004 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109729 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 91921.562500
Iteration 282Q: 28 clusters Score -1.377781e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22006 members 
Mstep: Class 5 contains 102658 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 118730 members 
Mstep: Class 11 contains 108371 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98919 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51885 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66713 members 
Mstep: Class 22 contains 21949 members 
Mstep: Class 23 contains 2004 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109725 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778208.000000 Penalty: 91921.562500
Iteration 283Q: 28 clusters Score -1.377782e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22124 members 
Mstep: Class 5 contains 102659 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65736 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35542 members 
Mstep: Class 10 contains 118708 members 
Mstep: Class 11 contains 108315 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98893 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 51905 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66689 members 
Mstep: Class 22 contains 21949 members 
Mstep: Class 23 contains 2004 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109717 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 91921.562500
Iteration 284Q: 28 clusters Score -1.377783e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22249 members 
Mstep: Class 5 contains 102664 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65741 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35542 members 
Mstep: Class 10 contains 118691 members 
Mstep: Class 11 contains 108267 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98843 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51916 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66663 members 
Mstep: Class 22 contains 21951 members 
Mstep: Class 23 contains 2003 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109715 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778288.000000 Penalty: 91921.562500
Iteration 285Q: 28 clusters Score -1.377783e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 102661 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65736 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35545 members 
Mstep: Class 10 contains 118663 members 
Mstep: Class 11 contains 108241 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19892 members 
Mstep: Class 17 contains 98803 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 51924 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66644 members 
Mstep: Class 22 contains 21953 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109714 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 91921.562500
Iteration 286Q: 28 clusters Score -1.377783e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22460 members 
Mstep: Class 5 contains 102662 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35551 members 
Mstep: Class 10 contains 118633 members 
Mstep: Class 11 contains 108229 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 98746 members 
Mstep: Class 18 contains 47833 members 
Mstep: Class 19 contains 51937 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66633 members 
Mstep: Class 22 contains 21954 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109709 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 91921.562500
Iteration 287Q: 28 clusters Score -1.377782e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22582 members 
Mstep: Class 5 contains 102660 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65743 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35558 members 
Mstep: Class 10 contains 118600 members 
Mstep: Class 11 contains 108202 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19890 members 
Mstep: Class 17 contains 98691 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 51958 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66609 members 
Mstep: Class 22 contains 21956 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109698 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778256.000000 Penalty: 91921.562500
Iteration 288Q: 28 clusters Score -1.377783e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22714 members 
Mstep: Class 5 contains 102660 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65739 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35561 members 
Mstep: Class 10 contains 118563 members 
Mstep: Class 11 contains 108164 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 98652 members 
Mstep: Class 18 contains 47829 members 
Mstep: Class 19 contains 51975 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66586 members 
Mstep: Class 22 contains 21959 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109689 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778368.000000 Penalty: 91921.562500
Iteration 289Q: 28 clusters Score -1.377784e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22841 members 
Mstep: Class 5 contains 102664 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35571 members 
Mstep: Class 10 contains 118525 members 
Mstep: Class 11 contains 108097 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98614 members 
Mstep: Class 18 contains 47827 members 
Mstep: Class 19 contains 52002 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66569 members 
Mstep: Class 22 contains 21961 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109688 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778384.000000 Penalty: 91921.562500
Iteration 290Q: 28 clusters Score -1.377784e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 22976 members 
Mstep: Class 5 contains 102659 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65732 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35582 members 
Mstep: Class 10 contains 118465 members 
Mstep: Class 11 contains 108054 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98582 members 
Mstep: Class 18 contains 47826 members 
Mstep: Class 19 contains 52022 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66551 members 
Mstep: Class 22 contains 21959 members 
Mstep: Class 23 contains 2001 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109690 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778544.000000 Penalty: 91921.562500
Iteration 291Q: 28 clusters Score -1.377785e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 23119 members 
Mstep: Class 5 contains 102653 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65735 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35590 members 
Mstep: Class 10 contains 118417 members 
Mstep: Class 11 contains 108006 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98530 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66535 members 
Mstep: Class 22 contains 21965 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109694 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778656.000000 Penalty: 91921.562500
Iteration 292Q: 28 clusters Score -1.377787e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5518 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 102641 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65735 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35593 members 
Mstep: Class 10 contains 118360 members 
Mstep: Class 11 contains 107949 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 98486 members 
Mstep: Class 18 contains 47817 members 
Mstep: Class 19 contains 52066 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66513 members 
Mstep: Class 22 contains 21966 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109709 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778624.000000 Penalty: 91921.562500
Iteration 293Q: 28 clusters Score -1.377786e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 23425 members 
Mstep: Class 5 contains 102638 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65744 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35593 members 
Mstep: Class 10 contains 118294 members 
Mstep: Class 11 contains 107902 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 98440 members 
Mstep: Class 18 contains 47817 members 
Mstep: Class 19 contains 52104 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66483 members 
Mstep: Class 22 contains 21969 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109707 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778560.000000 Penalty: 91921.562500
Iteration 294Q: 28 clusters Score -1.377786e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 23594 members 
Mstep: Class 5 contains 102630 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65752 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35591 members 
Mstep: Class 10 contains 118242 members 
Mstep: Class 11 contains 107818 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98410 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52126 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66464 members 
Mstep: Class 22 contains 21968 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109709 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778784.000000 Penalty: 91921.562500
Iteration 295Q: 28 clusters Score -1.377788e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 23777 members 
Mstep: Class 5 contains 102616 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65758 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 118183 members 
Mstep: Class 11 contains 107757 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98382 members 
Mstep: Class 18 contains 47818 members 
Mstep: Class 19 contains 52142 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66432 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109708 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 91921.562500
Iteration 296Q: 28 clusters Score -1.377788e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 23973 members 
Mstep: Class 5 contains 102614 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65757 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35586 members 
Mstep: Class 10 contains 118127 members 
Mstep: Class 11 contains 107697 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98326 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52149 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66394 members 
Mstep: Class 22 contains 21981 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109720 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 91921.562500
Iteration 297Q: 28 clusters Score -1.377789e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24151 members 
Mstep: Class 5 contains 102607 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65756 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35587 members 
Mstep: Class 10 contains 118069 members 
Mstep: Class 11 contains 107623 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19885 members 
Mstep: Class 17 contains 98302 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52168 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66356 members 
Mstep: Class 22 contains 21983 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 91921.562500
Iteration 298Q: 28 clusters Score -1.377788e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24312 members 
Mstep: Class 5 contains 102597 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65760 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35591 members 
Mstep: Class 10 contains 118011 members 
Mstep: Class 11 contains 107571 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19885 members 
Mstep: Class 17 contains 98283 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52186 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66316 members 
Mstep: Class 22 contains 21982 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109729 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 91921.562500
Iteration 299Q: 28 clusters Score -1.37779e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24461 members 
Mstep: Class 5 contains 102570 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65763 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35590 members 
Mstep: Class 10 contains 117960 members 
Mstep: Class 11 contains 107542 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19885 members 
Mstep: Class 17 contains 98273 members 
Mstep: Class 18 contains 47821 members 
Mstep: Class 19 contains 52206 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66287 members 
Mstep: Class 22 contains 21979 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109713 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779040.000000 Penalty: 91921.562500
Iteration 300F: 28 clusters Score -1.37779e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24590 members 
Mstep: Class 5 contains 102553 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65769 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35587 members 
Mstep: Class 10 contains 117923 members 
Mstep: Class 11 contains 107496 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98263 members 
Mstep: Class 18 contains 47820 members 
Mstep: Class 19 contains 52215 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66265 members 
Mstep: Class 22 contains 21978 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109706 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779216.000000 Penalty: 91921.562500
Iteration 301Q: 28 clusters Score -1.377792e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24728 members 
Mstep: Class 5 contains 102534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65764 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35589 members 
Mstep: Class 10 contains 117875 members 
Mstep: Class 11 contains 107448 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98259 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66239 members 
Mstep: Class 22 contains 21980 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109702 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 91921.562500
Iteration 302Q: 28 clusters Score -1.377792e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24864 members 
Mstep: Class 5 contains 102513 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65751 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35589 members 
Mstep: Class 10 contains 117838 members 
Mstep: Class 11 contains 107403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98250 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52241 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66213 members 
Mstep: Class 22 contains 21980 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109709 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779248.000000 Penalty: 91921.562500
Iteration 303Q: 28 clusters Score -1.377792e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 24995 members 
Mstep: Class 5 contains 102501 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65737 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35586 members 
Mstep: Class 10 contains 117808 members 
Mstep: Class 11 contains 107359 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 98227 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52254 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66188 members 
Mstep: Class 22 contains 21983 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109715 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 91921.562500
Iteration 304Q: 28 clusters Score -1.377792e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25121 members 
Mstep: Class 5 contains 102487 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65739 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35581 members 
Mstep: Class 10 contains 117790 members 
Mstep: Class 11 contains 107306 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98194 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52270 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66174 members 
Mstep: Class 22 contains 21984 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109708 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779520.000000 Penalty: 91921.562500
Iteration 305Q: 28 clusters Score -1.377795e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25233 members 
Mstep: Class 5 contains 102485 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65732 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35583 members 
Mstep: Class 10 contains 117777 members 
Mstep: Class 11 contains 107269 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19885 members 
Mstep: Class 17 contains 98155 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52285 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66154 members 
Mstep: Class 22 contains 21984 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109700 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779712.000000 Penalty: 91921.562500
Iteration 306Q: 28 clusters Score -1.377797e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25332 members 
Mstep: Class 5 contains 102476 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65723 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35592 members 
Mstep: Class 10 contains 117764 members 
Mstep: Class 11 contains 107253 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 98124 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52297 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66131 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109678 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779808.000000 Penalty: 91921.562500
Iteration 307Q: 28 clusters Score -1.377798e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25415 members 
Mstep: Class 5 contains 102474 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65713 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35595 members 
Mstep: Class 10 contains 117733 members 
Mstep: Class 11 contains 107227 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98105 members 
Mstep: Class 18 contains 47820 members 
Mstep: Class 19 contains 52313 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66124 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109672 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779776.000000 Penalty: 91921.562500
Iteration 308Q: 28 clusters Score -1.377798e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25480 members 
Mstep: Class 5 contains 102469 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65718 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35598 members 
Mstep: Class 10 contains 117705 members 
Mstep: Class 11 contains 107210 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98076 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52333 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66114 members 
Mstep: Class 22 contains 21989 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109668 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779856.000000 Penalty: 91921.562500
Iteration 309Q: 28 clusters Score -1.377799e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25552 members 
Mstep: Class 5 contains 102455 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65723 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35605 members 
Mstep: Class 10 contains 117710 members 
Mstep: Class 11 contains 107163 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98040 members 
Mstep: Class 18 contains 47818 members 
Mstep: Class 19 contains 52349 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66111 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109665 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779744.000000 Penalty: 91921.562500
Iteration 310Q: 28 clusters Score -1.377797e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25617 members 
Mstep: Class 5 contains 102441 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65725 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35607 members 
Mstep: Class 10 contains 117703 members 
Mstep: Class 11 contains 107139 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 98001 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52362 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66109 members 
Mstep: Class 22 contains 21990 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109667 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780128.000000 Penalty: 91921.562500
Iteration 311Q: 28 clusters Score -1.377801e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25698 members 
Mstep: Class 5 contains 102426 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65723 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35609 members 
Mstep: Class 10 contains 117684 members 
Mstep: Class 11 contains 107115 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 97968 members 
Mstep: Class 18 contains 47820 members 
Mstep: Class 19 contains 52374 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66112 members 
Mstep: Class 22 contains 21989 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109663 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780096.000000 Penalty: 91921.562500
Iteration 312Q: 28 clusters Score -1.377801e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25779 members 
Mstep: Class 5 contains 102409 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65723 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35614 members 
Mstep: Class 10 contains 117682 members 
Mstep: Class 11 contains 107070 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 97951 members 
Mstep: Class 18 contains 47820 members 
Mstep: Class 19 contains 52384 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66101 members 
Mstep: Class 22 contains 21987 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109660 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780112.000000 Penalty: 91921.562500
Iteration 313Q: 28 clusters Score -1.377801e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25865 members 
Mstep: Class 5 contains 102395 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65711 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35622 members 
Mstep: Class 10 contains 117674 members 
Mstep: Class 11 contains 107028 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 97944 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52405 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66087 members 
Mstep: Class 22 contains 21987 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109638 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780112.000000 Penalty: 91921.562500
Iteration 314Q: 28 clusters Score -1.377801e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 102372 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65689 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35627 members 
Mstep: Class 10 contains 117666 members 
Mstep: Class 11 contains 106985 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 97943 members 
Mstep: Class 18 contains 47823 members 
Mstep: Class 19 contains 52417 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66078 members 
Mstep: Class 22 contains 21986 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109626 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780192.000000 Penalty: 91921.562500
Iteration 315Q: 28 clusters Score -1.377802e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 102354 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65679 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35624 members 
Mstep: Class 10 contains 117635 members 
Mstep: Class 11 contains 106951 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 97932 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 52426 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66073 members 
Mstep: Class 22 contains 21987 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109624 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780160.000000 Penalty: 91921.562500
Iteration 316Q: 28 clusters Score -1.377802e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26170 members 
Mstep: Class 5 contains 102357 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65675 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35626 members 
Mstep: Class 10 contains 117589 members 
Mstep: Class 11 contains 106928 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 97914 members 
Mstep: Class 18 contains 47820 members 
Mstep: Class 19 contains 52445 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66059 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109609 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780192.000000 Penalty: 91921.562500
Iteration 317Q: 28 clusters Score -1.377802e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26265 members 
Mstep: Class 5 contains 102353 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65671 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35626 members 
Mstep: Class 10 contains 117557 members 
Mstep: Class 11 contains 106889 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 97906 members 
Mstep: Class 18 contains 47819 members 
Mstep: Class 19 contains 52471 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66049 members 
Mstep: Class 22 contains 21980 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109591 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780256.000000 Penalty: 91921.562500
Iteration 318Q: 28 clusters Score -1.377803e+08 nChanged 431
Entering ConstructFrom: 
Score: -137780256.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1460949.500000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1460950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1453097.375000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1453097 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1455459.875000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1455460 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1455771.125000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1455771 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1455987.750000 Penalty: 4576.494629
	Iteration 3Q: 3 clusters Score -1455988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1456150.500000 Penalty: 4576.494629
	Iteration 4Q: 3 clusters Score -1456150 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1456274.375000 Penalty: 4576.494629
	Iteration 5Q: 3 clusters Score -1456274 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1456381.500000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1456382 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1456487.750000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1456488 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1456584.625000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1456585 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1456670.000000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1456670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1456752.625000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1456753 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1456835.875000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1456836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1456942.125000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1456942 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1457043.625000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1457044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1457132.625000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1457133 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1457232.625000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1457233 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1457324.375000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1457324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1457397.875000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1457398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1457478.375000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1457478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1457583.500000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1457584 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1457677.125000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1457677 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1457769.875000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1457770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1457868.250000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1457868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1457967.125000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1457967 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1458086.250000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1458086 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1458204.125000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1458204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1458295.250000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1458295 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1458392.875000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1458393 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1458489.125000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1458489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1458575.625000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1458576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1458664.250000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1458664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1458731.875000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1458732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1458788.500000 Penalty: 4576.494629
	Iteration 32Q: 3 clusters Score -1458788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1458826.250000 Penalty: 4576.494629
	Iteration 33Q: 3 clusters Score -1458826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1458859.875000 Penalty: 4576.494629
	Iteration 34Q: 3 clusters Score -1458860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1458888.875000 Penalty: 4576.494629
	Iteration 35Q: 3 clusters Score -1458889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1458915.500000 Penalty: 4576.494629
	Iteration 36Q: 3 clusters Score -1458916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1458930.875000 Penalty: 4576.494629
	Iteration 37Q: 3 clusters Score -1458931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1458946.000000 Penalty: 4576.494629
	Iteration 38Q: 3 clusters Score -1458946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1458959.750000 Penalty: 4576.494629
	Iteration 39Q: 3 clusters Score -1458960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1458976.375000 Penalty: 4576.494629
	Iteration 40F: 3 clusters Score -1458976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1458986.875000 Penalty: 4576.494629
	Iteration 41Q: 3 clusters Score -1458987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1459001.000000 Penalty: 4576.494629
	Iteration 42Q: 3 clusters Score -1459001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1459014.375000 Penalty: 4576.494629
	Iteration 43Q: 3 clusters Score -1459014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1459024.625000 Penalty: 4576.494629
	Iteration 44Q: 3 clusters Score -1459025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1459037.875000 Penalty: 4576.494629
	Iteration 45Q: 3 clusters Score -1459038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1459048.250000 Penalty: 4576.494629
	Iteration 46Q: 3 clusters Score -1459048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1459061.875000 Penalty: 4576.494629
	Iteration 47Q: 3 clusters Score -1459062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1459073.375000 Penalty: 4576.494629
	Iteration 48Q: 3 clusters Score -1459073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1459083.250000 Penalty: 4576.494629
	Iteration 49Q: 3 clusters Score -1459083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1459093.125000 Penalty: 4576.494629
	Iteration 50Q: 3 clusters Score -1459093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1459098.625000 Penalty: 4576.494629
	Iteration 51Q: 3 clusters Score -1459099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1459108.250000 Penalty: 4576.494629
	Iteration 52Q: 3 clusters Score -1459108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1459109.125000 Penalty: 4576.494629
	Iteration 53Q: 3 clusters Score -1459109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1459110.375000 Penalty: 4576.494629
	Iteration 54Q: 3 clusters Score -1459110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1459113.250000 Penalty: 4576.494629
	Iteration 55Q: 3 clusters Score -1459113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1459119.875000 Penalty: 4576.494629
	Iteration 56Q: 3 clusters Score -1459120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1459123.000000 Penalty: 4576.494629
	Iteration 57Q: 3 clusters Score -1459123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1459125.500000 Penalty: 4576.494629
	Iteration 58Q: 3 clusters Score -1459126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1459125.875000 Penalty: 4576.494629
	Iteration 59Q: 3 clusters Score -1459126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1459130.125000 Penalty: 4576.494629
	Iteration 60F: 3 clusters Score -1459130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1459132.500000 Penalty: 4576.494629
	Iteration 61Q: 3 clusters Score -1459132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1459134.000000 Penalty: 4576.494629
	Iteration 62Q: 3 clusters Score -1459134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1459134.000000 Penalty: 4576.494629
	Iteration 63Q: 3 clusters Score -1459134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1459136.875000 Penalty: 4576.494629
	Iteration 64Q: 3 clusters Score -1459137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1459141.000000 Penalty: 4576.494629
	Iteration 65Q: 3 clusters Score -1459141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1459140.375000 Penalty: 4576.494629
	Iteration 66Q: 3 clusters Score -1459140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1459142.250000 Penalty: 4576.494629
	Iteration 67Q: 3 clusters Score -1459142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1459145.750000 Penalty: 4576.494629
	Iteration 68Q: 3 clusters Score -1459146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1459147.750000 Penalty: 4576.494629
	Iteration 69Q: 3 clusters Score -1459148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1459148.250000 Penalty: 4576.494629
	Iteration 70Q: 3 clusters Score -1459148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1459146.375000 Penalty: 4576.494629
	Iteration 71Q: 3 clusters Score -1459146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1459146.125000 Penalty: 4576.494629
	Iteration 72Q: 3 clusters Score -1459146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1459154.250000 Penalty: 4576.494629
	Iteration 73Q: 3 clusters Score -1459154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1459153.375000 Penalty: 4576.494629
	Iteration 74Q: 3 clusters Score -1459153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1459155.875000 Penalty: 4576.494629
	Iteration 75Q: 3 clusters Score -1459156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1459155.875000 Penalty: 4576.494629
	Iteration 76Q: 3 clusters Score -1459156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1459155.875000 Penalty: 4576.494629
	Iteration 77F: 3 clusters Score -1459156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -798501.625000 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -798501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -793748.250000 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -793748.2 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -795058.000000 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -795058 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -795474.625000 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -795474.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -795845.687500 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -795845.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -796137.500000 Penalty: 4267.454102
	Iteration 4F: 3 clusters Score -796137.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -796407.875000 Penalty: 4267.454102
	Iteration 5F: 3 clusters Score -796407.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -796693.125000 Penalty: 4267.454102
	Iteration 6F: 3 clusters Score -796693.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -796965.875000 Penalty: 4267.454102
	Iteration 7F: 3 clusters Score -796965.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -797194.375000 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -797194.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -797374.125000 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -797374.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -797527.812500 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -797527.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -797653.812500 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -797653.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -797728.437500 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -797728.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -797777.437500 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -797777.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -797811.562500 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -797811.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -797836.312500 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -797836.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -797850.125000 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -797850.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -797864.375000 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -797864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -797866.125000 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -797866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -797868.625000 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -797868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -797867.625000 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -797867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -797869.250000 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -797869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -797869.125000 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -797869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -797871.187500 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -797871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -797874.375000 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -797874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -797877.250000 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -797877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -797879.750000 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -797879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -797880.625000 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -797880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -797884.187500 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -797884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -797885.187500 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -797885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -797887.375000 Penalty: 4267.454102
	Iteration 30Q: 3 clusters Score -797887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -797889.250000 Penalty: 4267.454102
	Iteration 31Q: 3 clusters Score -797889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -797889.750000 Penalty: 4267.454102
	Iteration 32Q: 3 clusters Score -797889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -797893.000000 Penalty: 4267.454102
	Iteration 33Q: 3 clusters Score -797893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -797893.750000 Penalty: 4267.454102
	Iteration 34Q: 3 clusters Score -797893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -797894.000000 Penalty: 4267.454102
	Iteration 35Q: 3 clusters Score -797894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -797894.750000 Penalty: 4267.454102
	Iteration 36Q: 3 clusters Score -797894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -797894.125000 Penalty: 4267.454102
	Iteration 37Q: 3 clusters Score -797894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -797895.312500 Penalty: 4267.454102
	Iteration 38Q: 3 clusters Score -797895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -797896.687500 Penalty: 4267.454102
	Iteration 39Q: 3 clusters Score -797896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -797897.250000 Penalty: 4267.454102
	Iteration 40F: 3 clusters Score -797897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -797897.562500 Penalty: 4267.454102
	Iteration 41Q: 3 clusters Score -797897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -797899.437500 Penalty: 4267.454102
	Iteration 42Q: 3 clusters Score -797899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -797902.375000 Penalty: 4267.454102
	Iteration 43Q: 3 clusters Score -797902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -797903.750000 Penalty: 4267.454102
	Iteration 44Q: 3 clusters Score -797903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -797906.250000 Penalty: 4267.454102
	Iteration 45Q: 3 clusters Score -797906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -797904.937500 Penalty: 4267.454102
	Iteration 46Q: 3 clusters Score -797904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -797904.937500 Penalty: 4267.454102
	Iteration 47F: 3 clusters Score -797904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Entering Unmasked Estep 
Score: -1581388.750000 Penalty: 2314.232910
	Iteration 0F: 2 clusters Score -1581389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1572890.625000 Penalty: 4628.465820
	Iteration 0F: 3 clusters Score -1572891 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1575494.375000 Penalty: 4628.465820
	Iteration 1F: 3 clusters Score -1575494 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1576105.250000 Penalty: 4628.465820
	Iteration 2F: 3 clusters Score -1576105 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1576607.750000 Penalty: 4628.465820
	Iteration 3F: 3 clusters Score -1576608 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1577035.250000 Penalty: 4628.465820
	Iteration 4F: 3 clusters Score -1577035 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1577387.750000 Penalty: 4628.465820
	Iteration 5F: 3 clusters Score -1577388 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1577723.375000 Penalty: 4628.465820
	Iteration 6Q: 3 clusters Score -1577723 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1578028.750000 Penalty: 4628.465820
	Iteration 7Q: 3 clusters Score -1578029 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1578293.875000 Penalty: 4628.465820
	Iteration 8Q: 3 clusters Score -1578294 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1578535.000000 Penalty: 4628.465820
	Iteration 9Q: 3 clusters Score -1578535 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1578734.625000 Penalty: 4628.465820
	Iteration 10Q: 3 clusters Score -1578735 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1578926.250000 Penalty: 4628.465820
	Iteration 11Q: 3 clusters Score -1578926 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1579085.750000 Penalty: 4628.465820
	Iteration 12Q: 3 clusters Score -1579086 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1579228.125000 Penalty: 4628.465820
	Iteration 13Q: 3 clusters Score -1579228 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1579385.375000 Penalty: 4628.465820
	Iteration 14Q: 3 clusters Score -1579385 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1579532.500000 Penalty: 4628.465820
	Iteration 15Q: 3 clusters Score -1579532 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1579641.375000 Penalty: 4628.465820
	Iteration 16Q: 3 clusters Score -1579641 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1579729.500000 Penalty: 4628.465820
	Iteration 17Q: 3 clusters Score -1579730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1579779.625000 Penalty: 4628.465820
	Iteration 18Q: 3 clusters Score -1579780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1579824.625000 Penalty: 4628.465820
	Iteration 19Q: 3 clusters Score -1579825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1579860.875000 Penalty: 4628.465820
	Iteration 20F: 3 clusters Score -1579861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1579900.875000 Penalty: 4628.465820
	Iteration 21Q: 3 clusters Score -1579901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1579922.250000 Penalty: 4628.465820
	Iteration 22Q: 3 clusters Score -1579922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1579940.875000 Penalty: 4628.465820
	Iteration 23Q: 3 clusters Score -1579941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1579960.500000 Penalty: 4628.465820
	Iteration 24Q: 3 clusters Score -1579960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1579973.500000 Penalty: 4628.465820
	Iteration 25Q: 3 clusters Score -1579974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1579978.000000 Penalty: 4628.465820
	Iteration 26Q: 3 clusters Score -1579978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1579980.000000 Penalty: 4628.465820
	Iteration 27Q: 3 clusters Score -1579980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1579983.000000 Penalty: 4628.465820
	Iteration 28Q: 3 clusters Score -1579983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1579986.125000 Penalty: 4628.465820
	Iteration 29Q: 3 clusters Score -1579986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1579985.375000 Penalty: 4628.465820
	Iteration 30Q: 3 clusters Score -1579985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1579985.250000 Penalty: 4628.465820
	Iteration 31Q: 3 clusters Score -1579985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1579987.750000 Penalty: 4628.465820
	Iteration 32Q: 3 clusters Score -1579988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1579988.625000 Penalty: 4628.465820
	Iteration 33Q: 3 clusters Score -1579989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1579991.625000 Penalty: 4628.465820
	Iteration 34Q: 3 clusters Score -1579992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1579997.000000 Penalty: 4628.465820
	Iteration 35Q: 3 clusters Score -1579997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1580000.875000 Penalty: 4628.465820
	Iteration 36Q: 3 clusters Score -1580001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1580003.875000 Penalty: 4628.465820
	Iteration 37Q: 3 clusters Score -1580004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1580005.250000 Penalty: 4628.465820
	Iteration 38Q: 3 clusters Score -1580005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1580008.000000 Penalty: 4628.465820
	Iteration 39Q: 3 clusters Score -1580008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1580011.875000 Penalty: 4628.465820
	Iteration 40F: 3 clusters Score -1580012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1580017.375000 Penalty: 4628.465820
	Iteration 41Q: 3 clusters Score -1580017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1580016.375000 Penalty: 4628.465820
	Iteration 42Q: 3 clusters Score -1580016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1580018.125000 Penalty: 4628.465820
	Iteration 43Q: 3 clusters Score -1580018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1580017.875000 Penalty: 4628.465820
	Iteration 44Q: 3 clusters Score -1580018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1580014.750000 Penalty: 4628.465820
	Iteration 45Q: 3 clusters Score -1580015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1580019.000000 Penalty: 4628.465820
	Iteration 46Q: 3 clusters Score -1580019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1580019.250000 Penalty: 4628.465820
	Iteration 47Q: 3 clusters Score -1580019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1580019.750000 Penalty: 4628.465820
	Iteration 48Q: 3 clusters Score -1580020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1580021.125000 Penalty: 4628.465820
	Iteration 49Q: 3 clusters Score -1580021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1580021.125000 Penalty: 4628.465820
	Iteration 50F: 3 clusters Score -1580021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Entering Unmasked Estep 
Score: -4081853.500000 Penalty: 2524.353516
	Iteration 0F: 2 clusters Score -4081854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4063623.750000 Penalty: 5048.707031
	Iteration 0F: 3 clusters Score -4063624 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4069991.250000 Penalty: 5048.707031
	Iteration 1F: 3 clusters Score -4069991 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4070470.250000 Penalty: 5048.707031
	Iteration 2F: 3 clusters Score -4070470 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4070920.500000 Penalty: 5048.707031
	Iteration 3Q: 3 clusters Score -4070920 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4071377.000000 Penalty: 5048.707031
	Iteration 4Q: 3 clusters Score -4071377 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4071953.250000 Penalty: 5048.707031
	Iteration 5Q: 3 clusters Score -4071953 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4072751.750000 Penalty: 5048.707031
	Iteration 6F: 3 clusters Score -4072752 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4073939.250000 Penalty: 5048.707031
	Iteration 7F: 3 clusters Score -4073939 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4075523.250000 Penalty: 5048.707031
	Iteration 8F: 3 clusters Score -4075523 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4077102.750000 Penalty: 5048.707031
	Iteration 9F: 3 clusters Score -4077103 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4078339.750000 Penalty: 5048.707031
	Iteration 10Q: 3 clusters Score -4078340 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4079010.000000 Penalty: 5048.707031
	Iteration 11Q: 3 clusters Score -4079010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4079348.500000 Penalty: 5048.707031
	Iteration 12Q: 3 clusters Score -4079348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4079546.750000 Penalty: 5048.707031
	Iteration 13Q: 3 clusters Score -4079547 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4079685.250000 Penalty: 5048.707031
	Iteration 14Q: 3 clusters Score -4079685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4079735.250000 Penalty: 5048.707031
	Iteration 15Q: 3 clusters Score -4079735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4079771.250000 Penalty: 5048.707031
	Iteration 16Q: 3 clusters Score -4079771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4079798.000000 Penalty: 5048.707031
	Iteration 17Q: 3 clusters Score -4079798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4079810.750000 Penalty: 5048.707031
	Iteration 18Q: 3 clusters Score -4079811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4079817.250000 Penalty: 5048.707031
	Iteration 19Q: 3 clusters Score -4079817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4079824.500000 Penalty: 5048.707031
	Iteration 20F: 3 clusters Score -4079824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4079836.250000 Penalty: 5048.707031
	Iteration 21Q: 3 clusters Score -4079836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4079835.750000 Penalty: 5048.707031
	Iteration 22Q: 3 clusters Score -4079836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4079846.500000 Penalty: 5048.707031
	Iteration 23Q: 3 clusters Score -4079846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4079839.250000 Penalty: 5048.707031
	Iteration 24Q: 3 clusters Score -4079839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4079840.000000 Penalty: 5048.707031
	Iteration 25Q: 3 clusters Score -4079840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4079844.250000 Penalty: 5048.707031
	Iteration 26Q: 3 clusters Score -4079844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4079844.250000 Penalty: 5048.707031
	Iteration 27F: 3 clusters Score -4079844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102348 members 
Entering Unmasked Estep 
Score: -15755450.000000 Penalty: 2860.961182
	Iteration 0F: 2 clusters Score -1.575545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -15691634.000000 Penalty: 5721.922363
	Iteration 0F: 3 clusters Score -1.569163e+07 nChanged 48648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -15719215.000000 Penalty: 5721.922363
	Iteration 1F: 3 clusters Score -1.571922e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -15719955.000000 Penalty: 5721.922363
	Iteration 2Q: 3 clusters Score -1.571996e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -15720585.000000 Penalty: 5721.922363
	Iteration 3Q: 3 clusters Score -1.572058e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -15721386.000000 Penalty: 5721.922363
	Iteration 4Q: 3 clusters Score -1.572139e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -15722204.000000 Penalty: 5721.922363
	Iteration 5Q: 3 clusters Score -1.57222e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -15723252.000000 Penalty: 5721.922363
	Iteration 6Q: 3 clusters Score -1.572325e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -15724698.000000 Penalty: 5721.922363
	Iteration 7Q: 3 clusters Score -1.57247e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -15726866.000000 Penalty: 5721.922363
	Iteration 8Q: 3 clusters Score -1.572687e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -15729825.000000 Penalty: 5721.922363
	Iteration 9F: 3 clusters Score -1.572982e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -15733545.000000 Penalty: 5721.922363
	Iteration 10F: 3 clusters Score -1.573354e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -15737735.000000 Penalty: 5721.922363
	Iteration 11F: 3 clusters Score -1.573774e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -15741916.000000 Penalty: 5721.922363
	Iteration 12F: 3 clusters Score -1.574192e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -15745562.000000 Penalty: 5721.922363
	Iteration 13Q: 3 clusters Score -1.574556e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -15748136.000000 Penalty: 5721.922363
	Iteration 14Q: 3 clusters Score -1.574814e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -15749534.000000 Penalty: 5721.922363
	Iteration 15Q: 3 clusters Score -1.574953e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -15750511.000000 Penalty: 5721.922363
	Iteration 16Q: 3 clusters Score -1.575051e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -15750990.000000 Penalty: 5721.922363
	Iteration 17Q: 3 clusters Score -1.575099e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -15751279.000000 Penalty: 5721.922363
	Iteration 18Q: 3 clusters Score -1.575128e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -15751477.000000 Penalty: 5721.922363
	Iteration 19Q: 3 clusters Score -1.575148e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -15751471.000000 Penalty: 5721.922363
	Iteration 20F: 3 clusters Score -1.575147e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -15751596.000000 Penalty: 5721.922363
	Iteration 21Q: 3 clusters Score -1.57516e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -15751729.000000 Penalty: 5721.922363
	Iteration 22Q: 3 clusters Score -1.575173e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -15751787.000000 Penalty: 5721.922363
	Iteration 23Q: 3 clusters Score -1.575179e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -15751844.000000 Penalty: 5721.922363
	Iteration 24Q: 3 clusters Score -1.575184e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -15751851.000000 Penalty: 5721.922363
	Iteration 25Q: 3 clusters Score -1.575185e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -15751918.000000 Penalty: 5721.922363
	Iteration 26Q: 3 clusters Score -1.575192e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -15751954.000000 Penalty: 5721.922363
	Iteration 27Q: 3 clusters Score -1.575195e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -15751953.000000 Penalty: 5721.922363
	Iteration 28Q: 3 clusters Score -1.575195e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -15751971.000000 Penalty: 5721.922363
	Iteration 29Q: 3 clusters Score -1.575197e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -15751988.000000 Penalty: 5721.922363
	Iteration 30Q: 3 clusters Score -1.575199e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -15752009.000000 Penalty: 5721.922363
	Iteration 31Q: 3 clusters Score -1.575201e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -15752038.000000 Penalty: 5721.922363
	Iteration 32Q: 3 clusters Score -1.575204e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -15752065.000000 Penalty: 5721.922363
	Iteration 33Q: 3 clusters Score -1.575206e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -15752151.000000 Penalty: 5721.922363
	Iteration 34Q: 3 clusters Score -1.575215e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -15752170.000000 Penalty: 5721.922363
	Iteration 35Q: 3 clusters Score -1.575217e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -15752191.000000 Penalty: 5721.922363
	Iteration 36Q: 3 clusters Score -1.575219e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -15752225.000000 Penalty: 5721.922363
	Iteration 37Q: 3 clusters Score -1.575222e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -15752237.000000 Penalty: 5721.922363
	Iteration 38Q: 3 clusters Score -1.575224e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -15752260.000000 Penalty: 5721.922363
	Iteration 39Q: 3 clusters Score -1.575226e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -15752267.000000 Penalty: 5721.922363
	Iteration 40F: 3 clusters Score -1.575227e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -15752321.000000 Penalty: 5721.922363
	Iteration 41Q: 3 clusters Score -1.575232e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -15752389.000000 Penalty: 5721.922363
	Iteration 42Q: 3 clusters Score -1.575239e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -15752501.000000 Penalty: 5721.922363
	Iteration 43Q: 3 clusters Score -1.57525e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -15752602.000000 Penalty: 5721.922363
	Iteration 44Q: 3 clusters Score -1.57526e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -15752662.000000 Penalty: 5721.922363
	Iteration 45Q: 3 clusters Score -1.575266e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -15752723.000000 Penalty: 5721.922363
	Iteration 46Q: 3 clusters Score -1.575272e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -15752810.000000 Penalty: 5721.922363
	Iteration 47Q: 3 clusters Score -1.575281e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -15752885.000000 Penalty: 5721.922363
	Iteration 48Q: 3 clusters Score -1.575288e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -15753025.000000 Penalty: 5721.922363
	Iteration 49Q: 3 clusters Score -1.575302e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -15753079.000000 Penalty: 5721.922363
	Iteration 50Q: 3 clusters Score -1.575308e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -15753155.000000 Penalty: 5721.922363
	Iteration 51Q: 3 clusters Score -1.575316e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -15753282.000000 Penalty: 5721.922363
	Iteration 52Q: 3 clusters Score -1.575328e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -15753363.000000 Penalty: 5721.922363
	Iteration 53Q: 3 clusters Score -1.575336e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -15753418.000000 Penalty: 5721.922363
	Iteration 54Q: 3 clusters Score -1.575342e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -15753492.000000 Penalty: 5721.922363
	Iteration 55Q: 3 clusters Score -1.575349e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -15753562.000000 Penalty: 5721.922363
	Iteration 56Q: 3 clusters Score -1.575356e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -15753595.000000 Penalty: 5721.922363
	Iteration 57Q: 3 clusters Score -1.57536e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -15753633.000000 Penalty: 5721.922363
	Iteration 58Q: 3 clusters Score -1.575363e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -15753699.000000 Penalty: 5721.922363
	Iteration 59Q: 3 clusters Score -1.57537e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -15753774.000000 Penalty: 5721.922363
	Iteration 60F: 3 clusters Score -1.575377e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -15753761.000000 Penalty: 5721.922363
	Iteration 61Q: 3 clusters Score -1.575376e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -15753843.000000 Penalty: 5721.922363
	Iteration 62Q: 3 clusters Score -1.575384e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -15753834.000000 Penalty: 5721.922363
	Iteration 63Q: 3 clusters Score -1.575383e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -15753833.000000 Penalty: 5721.922363
	Iteration 64Q: 3 clusters Score -1.575383e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -15753875.000000 Penalty: 5721.922363
	Iteration 65Q: 3 clusters Score -1.575388e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -15753917.000000 Penalty: 5721.922363
	Iteration 66Q: 3 clusters Score -1.575392e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -15753946.000000 Penalty: 5721.922363
	Iteration 67Q: 3 clusters Score -1.575395e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -15753998.000000 Penalty: 5721.922363
	Iteration 68Q: 3 clusters Score -1.5754e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -15753997.000000 Penalty: 5721.922363
	Iteration 69Q: 3 clusters Score -1.5754e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -15753996.000000 Penalty: 5721.922363
	Iteration 70Q: 3 clusters Score -1.5754e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -15754000.000000 Penalty: 5721.922363
	Iteration 71Q: 3 clusters Score -1.5754e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -15754007.000000 Penalty: 5721.922363
	Iteration 72Q: 3 clusters Score -1.575401e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -15754058.000000 Penalty: 5721.922363
	Iteration 73Q: 3 clusters Score -1.575406e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -15754036.000000 Penalty: 5721.922363
	Iteration 74Q: 3 clusters Score -1.575404e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -15754014.000000 Penalty: 5721.922363
	Iteration 75Q: 3 clusters Score -1.575401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -15753990.000000 Penalty: 5721.922363
	Iteration 76Q: 3 clusters Score -1.575399e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -15753994.000000 Penalty: 5721.922363
	Iteration 77Q: 3 clusters Score -1.575399e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -15753983.000000 Penalty: 5721.922363
	Iteration 78Q: 3 clusters Score -1.575398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -15754002.000000 Penalty: 5721.922363
	Iteration 79Q: 3 clusters Score -1.5754e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -15753993.000000 Penalty: 5721.922363
	Iteration 80F: 3 clusters Score -1.575399e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -15754002.000000 Penalty: 5721.922363
	Iteration 81Q: 3 clusters Score -1.5754e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -15754026.000000 Penalty: 5721.922363
	Iteration 82Q: 3 clusters Score -1.575403e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -15754056.000000 Penalty: 5721.922363
	Iteration 83Q: 3 clusters Score -1.575406e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -15754071.000000 Penalty: 5721.922363
	Iteration 84Q: 3 clusters Score -1.575407e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -15754054.000000 Penalty: 5721.922363
	Iteration 85Q: 3 clusters Score -1.575405e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -15754041.000000 Penalty: 5721.922363
	Iteration 86Q: 3 clusters Score -1.575404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -15754033.000000 Penalty: 5721.922363
	Iteration 87Q: 3 clusters Score -1.575403e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -15754046.000000 Penalty: 5721.922363
	Iteration 88Q: 3 clusters Score -1.575405e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -15754043.000000 Penalty: 5721.922363
	Iteration 89Q: 3 clusters Score -1.575404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -15754011.000000 Penalty: 5721.922363
	Iteration 90Q: 3 clusters Score -1.575401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -15754037.000000 Penalty: 5721.922363
	Iteration 91Q: 3 clusters Score -1.575404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -15754051.000000 Penalty: 5721.922363
	Iteration 92Q: 3 clusters Score -1.575405e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -15754046.000000 Penalty: 5721.922363
	Iteration 93Q: 3 clusters Score -1.575405e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -15754018.000000 Penalty: 5721.922363
	Iteration 94Q: 3 clusters Score -1.575402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -15753996.000000 Penalty: 5721.922363
	Iteration 95Q: 3 clusters Score -1.5754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -15754004.000000 Penalty: 5721.922363
	Iteration 96Q: 3 clusters Score -1.5754e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -15753995.000000 Penalty: 5721.922363
	Iteration 97Q: 3 clusters Score -1.5754e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -15753991.000000 Penalty: 5721.922363
	Iteration 98Q: 3 clusters Score -1.575399e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -15753999.000000 Penalty: 5721.922363
	Iteration 99Q: 3 clusters Score -1.5754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -15754014.000000 Penalty: 5721.922363
	Iteration 100F: 3 clusters Score -1.575401e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -15754028.000000 Penalty: 5721.922363
	Iteration 101Q: 3 clusters Score -1.575403e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -15754041.000000 Penalty: 5721.922363
	Iteration 102Q: 3 clusters Score -1.575404e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -15754051.000000 Penalty: 5721.922363
	Iteration 103Q: 3 clusters Score -1.575405e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -15754032.000000 Penalty: 5721.922363
	Iteration 104Q: 3 clusters Score -1.575403e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -15754049.000000 Penalty: 5721.922363
	Iteration 105Q: 3 clusters Score -1.575405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -15754035.000000 Penalty: 5721.922363
	Iteration 106Q: 3 clusters Score -1.575404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -15754059.000000 Penalty: 5721.922363
	Iteration 107Q: 3 clusters Score -1.575406e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -15754059.000000 Penalty: 5721.922363
	Iteration 108Q: 3 clusters Score -1.575406e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -15754047.000000 Penalty: 5721.922363
	Iteration 109Q: 3 clusters Score -1.575405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -15754055.000000 Penalty: 5721.922363
	Iteration 110Q: 3 clusters Score -1.575406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -15754058.000000 Penalty: 5721.922363
	Iteration 111Q: 3 clusters Score -1.575406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -15754052.000000 Penalty: 5721.922363
	Iteration 112Q: 3 clusters Score -1.575405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -15754085.000000 Penalty: 5721.922363
	Iteration 113Q: 3 clusters Score -1.575408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -15754080.000000 Penalty: 5721.922363
	Iteration 114Q: 3 clusters Score -1.575408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -15754087.000000 Penalty: 5721.922363
	Iteration 115Q: 3 clusters Score -1.575409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -15754085.000000 Penalty: 5721.922363
	Iteration 116Q: 3 clusters Score -1.575408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -15754082.000000 Penalty: 5721.922363
	Iteration 117Q: 3 clusters Score -1.575408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -15754080.000000 Penalty: 5721.922363
	Iteration 118Q: 3 clusters Score -1.575408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -15754094.000000 Penalty: 5721.922363
	Iteration 119Q: 3 clusters Score -1.575409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -15754089.000000 Penalty: 5721.922363
	Iteration 120F: 3 clusters Score -1.575409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -15754071.000000 Penalty: 5721.922363
	Iteration 121Q: 3 clusters Score -1.575407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -15754066.000000 Penalty: 5721.922363
	Iteration 122Q: 3 clusters Score -1.575407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -15754063.000000 Penalty: 5721.922363
	Iteration 123Q: 3 clusters Score -1.575406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -15754061.000000 Penalty: 5721.922363
	Iteration 124Q: 3 clusters Score -1.575406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -15754070.000000 Penalty: 5721.922363
	Iteration 125Q: 3 clusters Score -1.575407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -15754070.000000 Penalty: 5721.922363
	Iteration 126Q: 3 clusters Score -1.575407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -15754060.000000 Penalty: 5721.922363
	Iteration 127Q: 3 clusters Score -1.575406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -15754075.000000 Penalty: 5721.922363
	Iteration 128Q: 3 clusters Score -1.575408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -15754076.000000 Penalty: 5721.922363
	Iteration 129Q: 3 clusters Score -1.575408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.575408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -15754097.000000 Penalty: 5721.922363
	Iteration 131Q: 3 clusters Score -1.57541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -15754099.000000 Penalty: 5721.922363
	Iteration 132Q: 3 clusters Score -1.57541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -15754089.000000 Penalty: 5721.922363
	Iteration 133Q: 3 clusters Score -1.575409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -15754092.000000 Penalty: 5721.922363
	Iteration 134Q: 3 clusters Score -1.575409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -15754082.000000 Penalty: 5721.922363
	Iteration 135Q: 3 clusters Score -1.575408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -15754079.000000 Penalty: 5721.922363
	Iteration 136Q: 3 clusters Score -1.575408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -15754084.000000 Penalty: 5721.922363
	Iteration 137Q: 3 clusters Score -1.575408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -15754080.000000 Penalty: 5721.922363
	Iteration 138Q: 3 clusters Score -1.575408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -15754088.000000 Penalty: 5721.922363
	Iteration 139Q: 3 clusters Score -1.575409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -15754095.000000 Penalty: 5721.922363
	Iteration 140F: 3 clusters Score -1.57541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.575409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -15754093.000000 Penalty: 5721.922363
	Iteration 142Q: 3 clusters Score -1.575409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -15754087.000000 Penalty: 5721.922363
	Iteration 143Q: 3 clusters Score -1.575409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.575409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.575409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -15754090.000000 Penalty: 5721.922363
	Iteration 146Q: 3 clusters Score -1.575409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.575409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -15754077.000000 Penalty: 5721.922363
	Iteration 148Q: 3 clusters Score -1.575408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -15754076.000000 Penalty: 5721.922363
	Iteration 149Q: 3 clusters Score -1.575408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -15754070.000000 Penalty: 5721.922363
	Iteration 150Q: 3 clusters Score -1.575407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -15754067.000000 Penalty: 5721.922363
	Iteration 151Q: 3 clusters Score -1.575407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.575407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -15754081.000000 Penalty: 5721.922363
	Iteration 153Q: 3 clusters Score -1.575408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -15754087.000000 Penalty: 5721.922363
	Iteration 154Q: 3 clusters Score -1.575409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -15754086.000000 Penalty: 5721.922363
	Iteration 155Q: 3 clusters Score -1.575409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -15754097.000000 Penalty: 5721.922363
	Iteration 156Q: 3 clusters Score -1.57541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.575407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -15754071.000000 Penalty: 5721.922363
	Iteration 158Q: 3 clusters Score -1.575407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -15754064.000000 Penalty: 5721.922363
	Iteration 159Q: 3 clusters Score -1.575406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -15754067.000000 Penalty: 5721.922363
	Iteration 160F: 3 clusters Score -1.575407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -15754070.000000 Penalty: 5721.922363
	Iteration 161Q: 3 clusters Score -1.575407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -15754067.000000 Penalty: 5721.922363
	Iteration 162Q: 3 clusters Score -1.575407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -15754071.000000 Penalty: 5721.922363
	Iteration 163Q: 3 clusters Score -1.575407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -15754089.000000 Penalty: 5721.922363
	Iteration 164Q: 3 clusters Score -1.575409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -15754081.000000 Penalty: 5721.922363
	Iteration 165Q: 3 clusters Score -1.575408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -15754091.000000 Penalty: 5721.922363
	Iteration 166Q: 3 clusters Score -1.575409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -15754074.000000 Penalty: 5721.922363
	Iteration 167Q: 3 clusters Score -1.575407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15754063.000000 Penalty: 5721.922363
	Iteration 168Q: 3 clusters Score -1.575406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -15754059.000000 Penalty: 5721.922363
	Iteration 169Q: 3 clusters Score -1.575406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -15754070.000000 Penalty: 5721.922363
	Iteration 170Q: 3 clusters Score -1.575407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -15754076.000000 Penalty: 5721.922363
	Iteration 171Q: 3 clusters Score -1.575408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -15754073.000000 Penalty: 5721.922363
	Iteration 172Q: 3 clusters Score -1.575407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -15754066.000000 Penalty: 5721.922363
	Iteration 173Q: 3 clusters Score -1.575407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -15754055.000000 Penalty: 5721.922363
	Iteration 174Q: 3 clusters Score -1.575406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -15754062.000000 Penalty: 5721.922363
	Iteration 175Q: 3 clusters Score -1.575406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -15754071.000000 Penalty: 5721.922363
	Iteration 176Q: 3 clusters Score -1.575407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -15754087.000000 Penalty: 5721.922363
	Iteration 177Q: 3 clusters Score -1.575409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -15754087.000000 Penalty: 5721.922363
	Iteration 178Q: 3 clusters Score -1.575409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -15754093.000000 Penalty: 5721.922363
	Iteration 179Q: 3 clusters Score -1.575409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -15754097.000000 Penalty: 5721.922363
	Iteration 180F: 3 clusters Score -1.57541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -15754090.000000 Penalty: 5721.922363
	Iteration 181Q: 3 clusters Score -1.575409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -15754093.000000 Penalty: 5721.922363
	Iteration 182Q: 3 clusters Score -1.575409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -15754091.000000 Penalty: 5721.922363
	Iteration 183Q: 3 clusters Score -1.575409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -15754088.000000 Penalty: 5721.922363
	Iteration 184Q: 3 clusters Score -1.575409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -15754088.000000 Penalty: 5721.922363
	Iteration 185F: 3 clusters Score -1.575409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160816.750000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160816.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -161528.000000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -161939.265625 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -161939.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162312.515625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162312.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162620.765625 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162620.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -162923.312500 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -162923.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -163104.781250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163104.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -163196.265625 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163196.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163305.203125 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163305.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -163603.093750 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163847.718750 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -163989.640625 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -163989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164042.625000 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -164042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164056.781250 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -164056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -164070.296875 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -164070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164073.234375 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -164073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164078.484375 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -164078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164078.484375 Penalty: 3514.606934
	Iteration 17F: 3 clusters Score -164078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26340 members 
Mstep: Class 5 contains 102348 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 7 contains 65657 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 10 contains 117518 members 
Mstep: Class 11 contains 106872 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 97894 members 
Mstep: Class 18 contains 47817 members 
Mstep: Class 19 contains 52499 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66031 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109587 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137779680.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137780256.000000 to -137779680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (65657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Entering Unmasked Estep 
Score: -10245548.000000 Penalty: 2750.865479
	Iteration 0F: 2 clusters Score -1.024555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -10201953.000000 Penalty: 5501.730957
	Iteration 0F: 3 clusters Score -1.020195e+07 nChanged 30606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -10218819.000000 Penalty: 5501.730957
	Iteration 1F: 3 clusters Score -1.021882e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -10219336.000000 Penalty: 5501.730957
	Iteration 2Q: 3 clusters Score -1.021934e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -10219928.000000 Penalty: 5501.730957
	Iteration 3Q: 3 clusters Score -1.021993e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -10220646.000000 Penalty: 5501.730957
	Iteration 4Q: 3 clusters Score -1.022065e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -10221730.000000 Penalty: 5501.730957
	Iteration 5Q: 3 clusters Score -1.022173e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -10223507.000000 Penalty: 5501.730957
	Iteration 6F: 3 clusters Score -1.022351e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -10226386.000000 Penalty: 5501.730957
	Iteration 7F: 3 clusters Score -1.022639e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -10230640.000000 Penalty: 5501.730957
	Iteration 8F: 3 clusters Score -1.023064e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -10235543.000000 Penalty: 5501.730957
	Iteration 9F: 3 clusters Score -1.023554e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -10239273.000000 Penalty: 5501.730957
	Iteration 10F: 3 clusters Score -1.023927e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10241397.000000 Penalty: 5501.730957
	Iteration 11Q: 3 clusters Score -1.02414e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10242339.000000 Penalty: 5501.730957
	Iteration 12Q: 3 clusters Score -1.024234e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10242676.000000 Penalty: 5501.730957
	Iteration 13Q: 3 clusters Score -1.024268e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10242830.000000 Penalty: 5501.730957
	Iteration 14Q: 3 clusters Score -1.024283e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10242926.000000 Penalty: 5501.730957
	Iteration 15Q: 3 clusters Score -1.024293e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10242997.000000 Penalty: 5501.730957
	Iteration 16Q: 3 clusters Score -1.0243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10243053.000000 Penalty: 5501.730957
	Iteration 17Q: 3 clusters Score -1.024305e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10243091.000000 Penalty: 5501.730957
	Iteration 18Q: 3 clusters Score -1.024309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10243134.000000 Penalty: 5501.730957
	Iteration 19Q: 3 clusters Score -1.024313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10243159.000000 Penalty: 5501.730957
	Iteration 20F: 3 clusters Score -1.024316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10243167.000000 Penalty: 5501.730957
	Iteration 21Q: 3 clusters Score -1.024317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10243177.000000 Penalty: 5501.730957
	Iteration 22Q: 3 clusters Score -1.024318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10243197.000000 Penalty: 5501.730957
	Iteration 23Q: 3 clusters Score -1.02432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10243210.000000 Penalty: 5501.730957
	Iteration 24Q: 3 clusters Score -1.024321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10243221.000000 Penalty: 5501.730957
	Iteration 25Q: 3 clusters Score -1.024322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10243229.000000 Penalty: 5501.730957
	Iteration 26Q: 3 clusters Score -1.024323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10243232.000000 Penalty: 5501.730957
	Iteration 27Q: 3 clusters Score -1.024323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10243243.000000 Penalty: 5501.730957
	Iteration 28Q: 3 clusters Score -1.024324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10243243.000000 Penalty: 5501.730957
	Iteration 29F: 3 clusters Score -1.024324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 96 members 
Entering Unmasked Estep 
Score: -17612.636719 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17612.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17655.298828 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17681.501953 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17685.464844 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17685.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17685.464844 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17685.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Entering Unmasked Estep 
Score: -5465169.000000 Penalty: 2599.273926
	Iteration 0F: 2 clusters Score -5465169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5440974.000000 Penalty: 5198.547852
	Iteration 0F: 3 clusters Score -5440974 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5449814.000000 Penalty: 5198.547852
	Iteration 1F: 3 clusters Score -5449814 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5450457.500000 Penalty: 5198.547852
	Iteration 2Q: 3 clusters Score -5450458 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5451185.000000 Penalty: 5198.547852
	Iteration 3Q: 3 clusters Score -5451185 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5452121.000000 Penalty: 5198.547852
	Iteration 4Q: 3 clusters Score -5452121 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5453185.500000 Penalty: 5198.547852
	Iteration 5Q: 3 clusters Score -5453186 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5454480.000000 Penalty: 5198.547852
	Iteration 6F: 3 clusters Score -5454480 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5455853.500000 Penalty: 5198.547852
	Iteration 7F: 3 clusters Score -5455854 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -5457133.000000 Penalty: 5198.547852
	Iteration 8F: 3 clusters Score -5457133 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -5458238.000000 Penalty: 5198.547852
	Iteration 9Q: 3 clusters Score -5458238 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -5459250.000000 Penalty: 5198.547852
	Iteration 10Q: 3 clusters Score -5459250 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5460073.000000 Penalty: 5198.547852
	Iteration 11Q: 3 clusters Score -5460073 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5460728.500000 Penalty: 5198.547852
	Iteration 12Q: 3 clusters Score -5460728 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5461201.500000 Penalty: 5198.547852
	Iteration 13Q: 3 clusters Score -5461202 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5461622.500000 Penalty: 5198.547852
	Iteration 14Q: 3 clusters Score -5461622 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5461949.500000 Penalty: 5198.547852
	Iteration 15Q: 3 clusters Score -5461950 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5462185.500000 Penalty: 5198.547852
	Iteration 16Q: 3 clusters Score -5462186 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5462338.000000 Penalty: 5198.547852
	Iteration 17Q: 3 clusters Score -5462338 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5462451.500000 Penalty: 5198.547852
	Iteration 18Q: 3 clusters Score -5462452 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5462560.500000 Penalty: 5198.547852
	Iteration 19Q: 3 clusters Score -5462560 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5462658.000000 Penalty: 5198.547852
	Iteration 20F: 3 clusters Score -5462658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5462722.000000 Penalty: 5198.547852
	Iteration 21Q: 3 clusters Score -5462722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5462784.000000 Penalty: 5198.547852
	Iteration 22Q: 3 clusters Score -5462784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5462835.000000 Penalty: 5198.547852
	Iteration 23Q: 3 clusters Score -5462835 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5462883.500000 Penalty: 5198.547852
	Iteration 24Q: 3 clusters Score -5462884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5462915.500000 Penalty: 5198.547852
	Iteration 25Q: 3 clusters Score -5462916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5462943.000000 Penalty: 5198.547852
	Iteration 26Q: 3 clusters Score -5462943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5462949.500000 Penalty: 5198.547852
	Iteration 27Q: 3 clusters Score -5462950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5462963.500000 Penalty: 5198.547852
	Iteration 28Q: 3 clusters Score -5462964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5462975.000000 Penalty: 5198.547852
	Iteration 29Q: 3 clusters Score -5462975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5462982.500000 Penalty: 5198.547852
	Iteration 30Q: 3 clusters Score -5462982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5462989.500000 Penalty: 5198.547852
	Iteration 31Q: 3 clusters Score -5462990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5463004.000000 Penalty: 5198.547852
	Iteration 32Q: 3 clusters Score -5463004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5463004.500000 Penalty: 5198.547852
	Iteration 33Q: 3 clusters Score -5463004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5463006.500000 Penalty: 5198.547852
	Iteration 34Q: 3 clusters Score -5463006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5463023.000000 Penalty: 5198.547852
	Iteration 35Q: 3 clusters Score -5463023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5463028.500000 Penalty: 5198.547852
	Iteration 36Q: 3 clusters Score -5463028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5463032.500000 Penalty: 5198.547852
	Iteration 37Q: 3 clusters Score -5463032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5463030.500000 Penalty: 5198.547852
	Iteration 38Q: 3 clusters Score -5463030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5463034.500000 Penalty: 5198.547852
	Iteration 39Q: 3 clusters Score -5463034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5463033.000000 Penalty: 5198.547852
	Iteration 40F: 3 clusters Score -5463033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5463039.500000 Penalty: 5198.547852
	Iteration 41Q: 3 clusters Score -5463040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5463038.500000 Penalty: 5198.547852
	Iteration 42Q: 3 clusters Score -5463038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5463038.500000 Penalty: 5198.547852
	Iteration 43Q: 3 clusters Score -5463038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5463040.500000 Penalty: 5198.547852
	Iteration 44Q: 3 clusters Score -5463040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5463040.000000 Penalty: 5198.547852
	Iteration 45Q: 3 clusters Score -5463040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5463041.000000 Penalty: 5198.547852
	Iteration 46Q: 3 clusters Score -5463041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5463045.500000 Penalty: 5198.547852
	Iteration 47Q: 3 clusters Score -5463046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5463043.000000 Penalty: 5198.547852
	Iteration 48Q: 3 clusters Score -5463043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5463041.000000 Penalty: 5198.547852
	Iteration 49Q: 3 clusters Score -5463041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5463039.500000 Penalty: 5198.547852
	Iteration 50Q: 3 clusters Score -5463040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5463039.500000 Penalty: 5198.547852
	Iteration 51F: 3 clusters Score -5463040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117518 members 
Entering Unmasked Estep 
Score: -18087208.000000 Penalty: 2895.238037
	Iteration 0F: 2 clusters Score -1.808721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -18012262.000000 Penalty: 5790.476074
	Iteration 0F: 3 clusters Score -1.801226e+07 nChanged 55922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -18044334.000000 Penalty: 5790.476074
	Iteration 1F: 3 clusters Score -1.804433e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -18045474.000000 Penalty: 5790.476074
	Iteration 2Q: 3 clusters Score -1.804547e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -18047110.000000 Penalty: 5790.476074
	Iteration 3Q: 3 clusters Score -1.804711e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -18049766.000000 Penalty: 5790.476074
	Iteration 4Q: 3 clusters Score -1.804977e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -18054466.000000 Penalty: 5790.476074
	Iteration 5F: 3 clusters Score -1.805447e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -18061594.000000 Penalty: 5790.476074
	Iteration 6F: 3 clusters Score -1.806159e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -18070636.000000 Penalty: 5790.476074
	Iteration 7F: 3 clusters Score -1.807064e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -18078624.000000 Penalty: 5790.476074
	Iteration 8F: 3 clusters Score -1.807862e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -18082998.000000 Penalty: 5790.476074
	Iteration 9Q: 3 clusters Score -1.8083e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -18084606.000000 Penalty: 5790.476074
	Iteration 10Q: 3 clusters Score -1.808461e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -18085386.000000 Penalty: 5790.476074
	Iteration 11Q: 3 clusters Score -1.808539e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -18085940.000000 Penalty: 5790.476074
	Iteration 12Q: 3 clusters Score -1.808594e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -18086352.000000 Penalty: 5790.476074
	Iteration 13Q: 3 clusters Score -1.808635e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -18086654.000000 Penalty: 5790.476074
	Iteration 14Q: 3 clusters Score -1.808665e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -18086884.000000 Penalty: 5790.476074
	Iteration 15Q: 3 clusters Score -1.808688e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -18087040.000000 Penalty: 5790.476074
	Iteration 16Q: 3 clusters Score -1.808704e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -18087138.000000 Penalty: 5790.476074
	Iteration 17Q: 3 clusters Score -1.808714e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -18087174.000000 Penalty: 5790.476074
	Iteration 18Q: 3 clusters Score -1.808717e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -18087188.000000 Penalty: 5790.476074
	Iteration 19Q: 3 clusters Score -1.808719e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -18087292.000000 Penalty: 5790.476074
	Iteration 20F: 3 clusters Score -1.808729e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -18087324.000000 Penalty: 5790.476074
	Iteration 21Q: 3 clusters Score -1.808732e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -18087300.000000 Penalty: 5790.476074
	Iteration 22Q: 3 clusters Score -1.80873e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -18087322.000000 Penalty: 5790.476074
	Iteration 23Q: 3 clusters Score -1.808732e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -18087284.000000 Penalty: 5790.476074
	Iteration 24Q: 3 clusters Score -1.808728e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -18087258.000000 Penalty: 5790.476074
	Iteration 25Q: 3 clusters Score -1.808726e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -18087232.000000 Penalty: 5790.476074
	Iteration 26Q: 3 clusters Score -1.808723e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -18087172.000000 Penalty: 5790.476074
	Iteration 27Q: 3 clusters Score -1.808717e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -18087162.000000 Penalty: 5790.476074
	Iteration 28Q: 3 clusters Score -1.808716e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -18087156.000000 Penalty: 5790.476074
	Iteration 29Q: 3 clusters Score -1.808716e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -18087088.000000 Penalty: 5790.476074
	Iteration 30Q: 3 clusters Score -1.808709e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -18086982.000000 Penalty: 5790.476074
	Iteration 31Q: 3 clusters Score -1.808698e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -18086908.000000 Penalty: 5790.476074
	Iteration 32Q: 3 clusters Score -1.808691e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112577 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -18086854.000000 Penalty: 5790.476074
	Iteration 33Q: 3 clusters Score -1.808685e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -18086756.000000 Penalty: 5790.476074
	Iteration 34Q: 3 clusters Score -1.808676e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -18086706.000000 Penalty: 5790.476074
	Iteration 35Q: 3 clusters Score -1.808671e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -18086640.000000 Penalty: 5790.476074
	Iteration 36Q: 3 clusters Score -1.808664e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -18086600.000000 Penalty: 5790.476074
	Iteration 37Q: 3 clusters Score -1.80866e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -18086556.000000 Penalty: 5790.476074
	Iteration 38Q: 3 clusters Score -1.808656e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -18086466.000000 Penalty: 5790.476074
	Iteration 39Q: 3 clusters Score -1.808647e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -18086470.000000 Penalty: 5790.476074
	Iteration 40F: 3 clusters Score -1.808647e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -18086444.000000 Penalty: 5790.476074
	Iteration 41Q: 3 clusters Score -1.808644e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -18086392.000000 Penalty: 5790.476074
	Iteration 42Q: 3 clusters Score -1.808639e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -18086372.000000 Penalty: 5790.476074
	Iteration 43Q: 3 clusters Score -1.808637e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -18086348.000000 Penalty: 5790.476074
	Iteration 44Q: 3 clusters Score -1.808635e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114278 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -18086336.000000 Penalty: 5790.476074
	Iteration 45Q: 3 clusters Score -1.808634e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -18086300.000000 Penalty: 5790.476074
	Iteration 46Q: 3 clusters Score -1.80863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18086274.000000 Penalty: 5790.476074
	Iteration 47Q: 3 clusters Score -1.808627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18086228.000000 Penalty: 5790.476074
	Iteration 48Q: 3 clusters Score -1.808623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -18086238.000000 Penalty: 5790.476074
	Iteration 49Q: 3 clusters Score -1.808624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -18086210.000000 Penalty: 5790.476074
	Iteration 50Q: 3 clusters Score -1.808621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -18086208.000000 Penalty: 5790.476074
	Iteration 51Q: 3 clusters Score -1.808621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18086198.000000 Penalty: 5790.476074
	Iteration 52Q: 3 clusters Score -1.80862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -18086224.000000 Penalty: 5790.476074
	Iteration 53Q: 3 clusters Score -1.808622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114873 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -18086210.000000 Penalty: 5790.476074
	Iteration 54Q: 3 clusters Score -1.808621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -18086186.000000 Penalty: 5790.476074
	Iteration 55Q: 3 clusters Score -1.808619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114977 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -18086160.000000 Penalty: 5790.476074
	Iteration 56Q: 3 clusters Score -1.808616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115030 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18086156.000000 Penalty: 5790.476074
	Iteration 57Q: 3 clusters Score -1.808616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -18086148.000000 Penalty: 5790.476074
	Iteration 58Q: 3 clusters Score -1.808615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -18086136.000000 Penalty: 5790.476074
	Iteration 59Q: 3 clusters Score -1.808614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18086152.000000 Penalty: 5790.476074
	Iteration 60F: 3 clusters Score -1.808615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115247 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -18086148.000000 Penalty: 5790.476074
	Iteration 61Q: 3 clusters Score -1.808615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -18086128.000000 Penalty: 5790.476074
	Iteration 62Q: 3 clusters Score -1.808613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18086130.000000 Penalty: 5790.476074
	Iteration 63Q: 3 clusters Score -1.808613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115345 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -18086132.000000 Penalty: 5790.476074
	Iteration 64Q: 3 clusters Score -1.808613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -18086128.000000 Penalty: 5790.476074
	Iteration 65Q: 3 clusters Score -1.808613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -18086148.000000 Penalty: 5790.476074
	Iteration 66Q: 3 clusters Score -1.808615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115422 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18086148.000000 Penalty: 5790.476074
	Iteration 67Q: 3 clusters Score -1.808615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -18086138.000000 Penalty: 5790.476074
	Iteration 68Q: 3 clusters Score -1.808614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18086130.000000 Penalty: 5790.476074
	Iteration 69Q: 3 clusters Score -1.808613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -18086122.000000 Penalty: 5790.476074
	Iteration 70Q: 3 clusters Score -1.808612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18086136.000000 Penalty: 5790.476074
	Iteration 71Q: 3 clusters Score -1.808614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18086120.000000 Penalty: 5790.476074
	Iteration 72Q: 3 clusters Score -1.808612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18086114.000000 Penalty: 5790.476074
	Iteration 73Q: 3 clusters Score -1.808611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -18086096.000000 Penalty: 5790.476074
	Iteration 74Q: 3 clusters Score -1.80861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18086102.000000 Penalty: 5790.476074
	Iteration 75Q: 3 clusters Score -1.80861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18086098.000000 Penalty: 5790.476074
	Iteration 76Q: 3 clusters Score -1.80861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18086098.000000 Penalty: 5790.476074
	Iteration 77Q: 3 clusters Score -1.80861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -18086106.000000 Penalty: 5790.476074
	Iteration 78Q: 3 clusters Score -1.808611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18086108.000000 Penalty: 5790.476074
	Iteration 79Q: 3 clusters Score -1.808611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18086104.000000 Penalty: 5790.476074
	Iteration 80F: 3 clusters Score -1.80861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18086106.000000 Penalty: 5790.476074
	Iteration 81Q: 3 clusters Score -1.808611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18086098.000000 Penalty: 5790.476074
	Iteration 82Q: 3 clusters Score -1.80861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115613 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18086106.000000 Penalty: 5790.476074
	Iteration 83Q: 3 clusters Score -1.808611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -18086100.000000 Penalty: 5790.476074
	Iteration 84Q: 3 clusters Score -1.80861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -18086088.000000 Penalty: 5790.476074
	Iteration 85Q: 3 clusters Score -1.808609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18086090.000000 Penalty: 5790.476074
	Iteration 86Q: 3 clusters Score -1.808609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18086080.000000 Penalty: 5790.476074
	Iteration 87Q: 3 clusters Score -1.808608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18086090.000000 Penalty: 5790.476074
	Iteration 88Q: 3 clusters Score -1.808609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -18086072.000000 Penalty: 5790.476074
	Iteration 89Q: 3 clusters Score -1.808607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115653 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18086068.000000 Penalty: 5790.476074
	Iteration 90Q: 3 clusters Score -1.808607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -18086046.000000 Penalty: 5790.476074
	Iteration 91Q: 3 clusters Score -1.808605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115668 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18086036.000000 Penalty: 5790.476074
	Iteration 92Q: 3 clusters Score -1.808604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -18086032.000000 Penalty: 5790.476074
	Iteration 93Q: 3 clusters Score -1.808603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18086016.000000 Penalty: 5790.476074
	Iteration 94Q: 3 clusters Score -1.808602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18086020.000000 Penalty: 5790.476074
	Iteration 95Q: 3 clusters Score -1.808602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -18086022.000000 Penalty: 5790.476074
	Iteration 96Q: 3 clusters Score -1.808602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18086012.000000 Penalty: 5790.476074
	Iteration 97Q: 3 clusters Score -1.808601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18086012.000000 Penalty: 5790.476074
	Iteration 98Q: 3 clusters Score -1.808601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18086018.000000 Penalty: 5790.476074
	Iteration 99Q: 3 clusters Score -1.808602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -18086010.000000 Penalty: 5790.476074
	Iteration 100F: 3 clusters Score -1.808601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18086000.000000 Penalty: 5790.476074
	Iteration 101Q: 3 clusters Score -1.8086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18086014.000000 Penalty: 5790.476074
	Iteration 102Q: 3 clusters Score -1.808601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18086012.000000 Penalty: 5790.476074
	Iteration 103Q: 3 clusters Score -1.808601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18086012.000000 Penalty: 5790.476074
	Iteration 104Q: 3 clusters Score -1.808601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18086008.000000 Penalty: 5790.476074
	Iteration 105Q: 3 clusters Score -1.808601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18086014.000000 Penalty: 5790.476074
	Iteration 106Q: 3 clusters Score -1.808601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -18086016.000000 Penalty: 5790.476074
	Iteration 107Q: 3 clusters Score -1.808602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -18086016.000000 Penalty: 5790.476074
	Iteration 108F: 3 clusters Score -1.808602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Entering Unmasked Estep 
Score: -16433870.000000 Penalty: 2871.687988
	Iteration 0F: 2 clusters Score -1.643387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -16365867.000000 Penalty: 5743.375977
	Iteration 0F: 3 clusters Score -1.636587e+07 nChanged 50517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -16394339.000000 Penalty: 5743.375977
	Iteration 1F: 3 clusters Score -1.639434e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -16394998.000000 Penalty: 5743.375977
	Iteration 2Q: 3 clusters Score -1.6395e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -16395566.000000 Penalty: 5743.375977
	Iteration 3Q: 3 clusters Score -1.639557e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -16396089.000000 Penalty: 5743.375977
	Iteration 4Q: 3 clusters Score -1.639609e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -16396698.000000 Penalty: 5743.375977
	Iteration 5Q: 3 clusters Score -1.63967e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -16397454.000000 Penalty: 5743.375977
	Iteration 6Q: 3 clusters Score -1.639745e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -16398646.000000 Penalty: 5743.375977
	Iteration 7Q: 3 clusters Score -1.639865e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -16400550.000000 Penalty: 5743.375977
	Iteration 8Q: 3 clusters Score -1.640055e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -16403365.000000 Penalty: 5743.375977
	Iteration 9Q: 3 clusters Score -1.640336e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -16407729.000000 Penalty: 5743.375977
	Iteration 10F: 3 clusters Score -1.640773e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -16414108.000000 Penalty: 5743.375977
	Iteration 11F: 3 clusters Score -1.641411e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -16421107.000000 Penalty: 5743.375977
	Iteration 12F: 3 clusters Score -1.642111e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -16425058.000000 Penalty: 5743.375977
	Iteration 13F: 3 clusters Score -1.642506e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -16426984.000000 Penalty: 5743.375977
	Iteration 14Q: 3 clusters Score -1.642698e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -16428240.000000 Penalty: 5743.375977
	Iteration 15Q: 3 clusters Score -1.642824e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -16429290.000000 Penalty: 5743.375977
	Iteration 16Q: 3 clusters Score -1.642929e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -16430286.000000 Penalty: 5743.375977
	Iteration 17Q: 3 clusters Score -1.643029e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -16431064.000000 Penalty: 5743.375977
	Iteration 18Q: 3 clusters Score -1.643106e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -16431747.000000 Penalty: 5743.375977
	Iteration 19Q: 3 clusters Score -1.643175e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -16432226.000000 Penalty: 5743.375977
	Iteration 20F: 3 clusters Score -1.643223e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -16432588.000000 Penalty: 5743.375977
	Iteration 21Q: 3 clusters Score -1.643259e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -16432942.000000 Penalty: 5743.375977
	Iteration 22Q: 3 clusters Score -1.643294e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -16433176.000000 Penalty: 5743.375977
	Iteration 23Q: 3 clusters Score -1.643318e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -16433352.000000 Penalty: 5743.375977
	Iteration 24Q: 3 clusters Score -1.643335e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -16433554.000000 Penalty: 5743.375977
	Iteration 25Q: 3 clusters Score -1.643355e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -16433672.000000 Penalty: 5743.375977
	Iteration 26Q: 3 clusters Score -1.643367e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -16433889.000000 Penalty: 5743.375977
	Iteration 27Q: 3 clusters Score -1.643389e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -16433960.000000 Penalty: 5743.375977
	Iteration 28Q: 3 clusters Score -1.643396e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -16434118.000000 Penalty: 5743.375977
	Iteration 29Q: 3 clusters Score -1.643412e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -16434272.000000 Penalty: 5743.375977
	Iteration 30Q: 3 clusters Score -1.643427e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -16434404.000000 Penalty: 5743.375977
	Iteration 31Q: 3 clusters Score -1.64344e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -16434435.000000 Penalty: 5743.375977
	Iteration 32Q: 3 clusters Score -1.643444e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -16434636.000000 Penalty: 5743.375977
	Iteration 33Q: 3 clusters Score -1.643464e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -16434730.000000 Penalty: 5743.375977
	Iteration 34Q: 3 clusters Score -1.643473e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -16434898.000000 Penalty: 5743.375977
	Iteration 35Q: 3 clusters Score -1.64349e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -16435102.000000 Penalty: 5743.375977
	Iteration 36Q: 3 clusters Score -1.64351e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -16435042.000000 Penalty: 5743.375977
	Iteration 37Q: 3 clusters Score -1.643504e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -16435034.000000 Penalty: 5743.375977
	Iteration 38Q: 3 clusters Score -1.643503e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -16435011.000000 Penalty: 5743.375977
	Iteration 39Q: 3 clusters Score -1.643501e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -16434993.000000 Penalty: 5743.375977
	Iteration 40F: 3 clusters Score -1.643499e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -16434967.000000 Penalty: 5743.375977
	Iteration 41Q: 3 clusters Score -1.643497e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -16434881.000000 Penalty: 5743.375977
	Iteration 42Q: 3 clusters Score -1.643488e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -16434791.000000 Penalty: 5743.375977
	Iteration 43Q: 3 clusters Score -1.643479e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -16434734.000000 Penalty: 5743.375977
	Iteration 44Q: 3 clusters Score -1.643473e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -16434631.000000 Penalty: 5743.375977
	Iteration 45Q: 3 clusters Score -1.643463e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -16434527.000000 Penalty: 5743.375977
	Iteration 46Q: 3 clusters Score -1.643453e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -16434487.000000 Penalty: 5743.375977
	Iteration 47Q: 3 clusters Score -1.643449e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -16434431.000000 Penalty: 5743.375977
	Iteration 48Q: 3 clusters Score -1.643443e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -16434338.000000 Penalty: 5743.375977
	Iteration 49Q: 3 clusters Score -1.643434e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -16434239.000000 Penalty: 5743.375977
	Iteration 50Q: 3 clusters Score -1.643424e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -16434131.000000 Penalty: 5743.375977
	Iteration 51Q: 3 clusters Score -1.643413e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -16434029.000000 Penalty: 5743.375977
	Iteration 52Q: 3 clusters Score -1.643403e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -16433878.000000 Penalty: 5743.375977
	Iteration 53Q: 3 clusters Score -1.643388e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -16433802.000000 Penalty: 5743.375977
	Iteration 54Q: 3 clusters Score -1.64338e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -16433746.000000 Penalty: 5743.375977
	Iteration 55Q: 3 clusters Score -1.643375e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -16433661.000000 Penalty: 5743.375977
	Iteration 56Q: 3 clusters Score -1.643366e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -16433623.000000 Penalty: 5743.375977
	Iteration 57Q: 3 clusters Score -1.643362e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -16433512.000000 Penalty: 5743.375977
	Iteration 58Q: 3 clusters Score -1.643351e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -16433479.000000 Penalty: 5743.375977
	Iteration 59Q: 3 clusters Score -1.643348e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -16433424.000000 Penalty: 5743.375977
	Iteration 60F: 3 clusters Score -1.643342e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -16433363.000000 Penalty: 5743.375977
	Iteration 61Q: 3 clusters Score -1.643336e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -16433297.000000 Penalty: 5743.375977
	Iteration 62Q: 3 clusters Score -1.64333e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -16433272.000000 Penalty: 5743.375977
	Iteration 63Q: 3 clusters Score -1.643327e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -16433219.000000 Penalty: 5743.375977
	Iteration 64Q: 3 clusters Score -1.643322e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -16433200.000000 Penalty: 5743.375977
	Iteration 65Q: 3 clusters Score -1.64332e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -16433161.000000 Penalty: 5743.375977
	Iteration 66Q: 3 clusters Score -1.643316e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -16433115.000000 Penalty: 5743.375977
	Iteration 67Q: 3 clusters Score -1.643312e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -16433105.000000 Penalty: 5743.375977
	Iteration 68Q: 3 clusters Score -1.64331e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16433019.000000 Penalty: 5743.375977
	Iteration 69Q: 3 clusters Score -1.643302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -16433006.000000 Penalty: 5743.375977
	Iteration 70Q: 3 clusters Score -1.643301e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -16432977.000000 Penalty: 5743.375977
	Iteration 71Q: 3 clusters Score -1.643298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -16432949.000000 Penalty: 5743.375977
	Iteration 72Q: 3 clusters Score -1.643295e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -16432942.000000 Penalty: 5743.375977
	Iteration 73Q: 3 clusters Score -1.643294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -16432913.000000 Penalty: 5743.375977
	Iteration 74Q: 3 clusters Score -1.643291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16432884.000000 Penalty: 5743.375977
	Iteration 75Q: 3 clusters Score -1.643288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -16432829.000000 Penalty: 5743.375977
	Iteration 76Q: 3 clusters Score -1.643283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -16432820.000000 Penalty: 5743.375977
	Iteration 77Q: 3 clusters Score -1.643282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -16432814.000000 Penalty: 5743.375977
	Iteration 78Q: 3 clusters Score -1.643281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -16432782.000000 Penalty: 5743.375977
	Iteration 79Q: 3 clusters Score -1.643278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -16432742.000000 Penalty: 5743.375977
	Iteration 80F: 3 clusters Score -1.643274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -16432716.000000 Penalty: 5743.375977
	Iteration 81Q: 3 clusters Score -1.643272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -16432653.000000 Penalty: 5743.375977
	Iteration 82Q: 3 clusters Score -1.643265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -16432641.000000 Penalty: 5743.375977
	Iteration 83Q: 3 clusters Score -1.643264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -16432626.000000 Penalty: 5743.375977
	Iteration 84Q: 3 clusters Score -1.643263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -16432605.000000 Penalty: 5743.375977
	Iteration 85Q: 3 clusters Score -1.64326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16432577.000000 Penalty: 5743.375977
	Iteration 86Q: 3 clusters Score -1.643258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16432533.000000 Penalty: 5743.375977
	Iteration 87Q: 3 clusters Score -1.643253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16432537.000000 Penalty: 5743.375977
	Iteration 88Q: 3 clusters Score -1.643254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -16432500.000000 Penalty: 5743.375977
	Iteration 89Q: 3 clusters Score -1.64325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105018 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16432511.000000 Penalty: 5743.375977
	Iteration 90Q: 3 clusters Score -1.643251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16432501.000000 Penalty: 5743.375977
	Iteration 91Q: 3 clusters Score -1.64325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16432485.000000 Penalty: 5743.375977
	Iteration 92Q: 3 clusters Score -1.643248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16432467.000000 Penalty: 5743.375977
	Iteration 93Q: 3 clusters Score -1.643247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16432451.000000 Penalty: 5743.375977
	Iteration 94Q: 3 clusters Score -1.643245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16432416.000000 Penalty: 5743.375977
	Iteration 95Q: 3 clusters Score -1.643242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16432405.000000 Penalty: 5743.375977
	Iteration 96Q: 3 clusters Score -1.64324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -16432400.000000 Penalty: 5743.375977
	Iteration 97Q: 3 clusters Score -1.64324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16432403.000000 Penalty: 5743.375977
	Iteration 98Q: 3 clusters Score -1.64324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16432394.000000 Penalty: 5743.375977
	Iteration 99Q: 3 clusters Score -1.643239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -16432380.000000 Penalty: 5743.375977
	Iteration 100F: 3 clusters Score -1.643238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16432369.000000 Penalty: 5743.375977
	Iteration 101Q: 3 clusters Score -1.643237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16432386.000000 Penalty: 5743.375977
	Iteration 102Q: 3 clusters Score -1.643239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -16432375.000000 Penalty: 5743.375977
	Iteration 103Q: 3 clusters Score -1.643238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16432381.000000 Penalty: 5743.375977
	Iteration 104Q: 3 clusters Score -1.643238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16432375.000000 Penalty: 5743.375977
	Iteration 105Q: 3 clusters Score -1.643238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16432375.000000 Penalty: 5743.375977
	Iteration 106Q: 3 clusters Score -1.643238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105275 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16432378.000000 Penalty: 5743.375977
	Iteration 107Q: 3 clusters Score -1.643238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16432379.000000 Penalty: 5743.375977
	Iteration 108Q: 3 clusters Score -1.643238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16432394.000000 Penalty: 5743.375977
	Iteration 109Q: 3 clusters Score -1.643239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16432379.000000 Penalty: 5743.375977
	Iteration 110Q: 3 clusters Score -1.643238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105299 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16432384.000000 Penalty: 5743.375977
	Iteration 111Q: 3 clusters Score -1.643238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16432376.000000 Penalty: 5743.375977
	Iteration 112Q: 3 clusters Score -1.643238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16432380.000000 Penalty: 5743.375977
	Iteration 113Q: 3 clusters Score -1.643238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16432373.000000 Penalty: 5743.375977
	Iteration 114Q: 3 clusters Score -1.643237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -16432372.000000 Penalty: 5743.375977
	Iteration 115Q: 3 clusters Score -1.643237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16432367.000000 Penalty: 5743.375977
	Iteration 116Q: 3 clusters Score -1.643237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16432371.000000 Penalty: 5743.375977
	Iteration 117Q: 3 clusters Score -1.643237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16432371.000000 Penalty: 5743.375977
	Iteration 118F: 3 clusters Score -1.643237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -19633.771484 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19633.77 nChanged 11
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: -19741.003906 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -19741 nChanged 2
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: -19753.367188 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19753.37 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: -19753.367188 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -19753.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -755288.812500 Penalty: 2118.774414
	Iteration 0F: 2 clusters Score -755288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -750734.562500 Penalty: 4237.548828
	Iteration 0F: 3 clusters Score -750734.6 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -751885.687500 Penalty: 4237.548828
	Iteration 1F: 3 clusters Score -751885.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -752187.437500 Penalty: 4237.548828
	Iteration 2F: 3 clusters Score -752187.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -752459.250000 Penalty: 4237.548828
	Iteration 3F: 3 clusters Score -752459.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -752873.875000 Penalty: 4237.548828
	Iteration 4F: 3 clusters Score -752873.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -753348.125000 Penalty: 4237.548828
	Iteration 5F: 3 clusters Score -753348.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -753673.312500 Penalty: 4237.548828
	Iteration 6F: 3 clusters Score -753673.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -753862.250000 Penalty: 4237.548828
	Iteration 7Q: 3 clusters Score -753862.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -753983.625000 Penalty: 4237.548828
	Iteration 8Q: 3 clusters Score -753983.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -754051.125000 Penalty: 4237.548828
	Iteration 9Q: 3 clusters Score -754051.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -754083.875000 Penalty: 4237.548828
	Iteration 10Q: 3 clusters Score -754083.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -754105.562500 Penalty: 4237.548828
	Iteration 11Q: 3 clusters Score -754105.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -754124.812500 Penalty: 4237.548828
	Iteration 12Q: 3 clusters Score -754124.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -754143.937500 Penalty: 4237.548828
	Iteration 13Q: 3 clusters Score -754143.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -754154.375000 Penalty: 4237.548828
	Iteration 14Q: 3 clusters Score -754154.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -754165.187500 Penalty: 4237.548828
	Iteration 15Q: 3 clusters Score -754165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -754172.687500 Penalty: 4237.548828
	Iteration 16Q: 3 clusters Score -754172.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -754180.500000 Penalty: 4237.548828
	Iteration 17Q: 3 clusters Score -754180.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -754185.687500 Penalty: 4237.548828
	Iteration 18Q: 3 clusters Score -754185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -754190.250000 Penalty: 4237.548828
	Iteration 19Q: 3 clusters Score -754190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -754195.062500 Penalty: 4237.548828
	Iteration 20F: 3 clusters Score -754195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -754200.375000 Penalty: 4237.548828
	Iteration 21Q: 3 clusters Score -754200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -754203.125000 Penalty: 4237.548828
	Iteration 22Q: 3 clusters Score -754203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -754204.750000 Penalty: 4237.548828
	Iteration 23Q: 3 clusters Score -754204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -754206.875000 Penalty: 4237.548828
	Iteration 24Q: 3 clusters Score -754206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -754208.687500 Penalty: 4237.548828
	Iteration 25Q: 3 clusters Score -754208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -754208.562500 Penalty: 4237.548828
	Iteration 26Q: 3 clusters Score -754208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -754208.562500 Penalty: 4237.548828
	Iteration 27Q: 3 clusters Score -754208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -754208.562500 Penalty: 4237.548828
	Iteration 28F: 3 clusters Score -754208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92254.109375 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92254.11 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92522.828125 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92522.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92613.523438 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92613.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92684.718750 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -92684.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92769.453125 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -92769.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92850.617188 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -92850.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92897.554688 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -92897.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92962.195312 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -92962.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93047.437500 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93047.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93142.640625 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93142.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93224.062500 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93224.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93323.914062 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93323.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93416.984375 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -93416.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93474.445312 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -93474.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93538.375000 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -93538.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93613.843750 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -93613.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93727.156250 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -93727.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93805.203125 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -93805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93854.742188 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -93854.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93893.484375 Penalty: 3243.634766
	Iteration 19Q: 3 clusters Score -93893.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93896.335938 Penalty: 3243.634766
	Iteration 20F: 3 clusters Score -93896.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Entering Unmasked Estep 
Score: -3030537.250000 Penalty: 2454.809326
	Iteration 0F: 2 clusters Score -3030537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3016608.250000 Penalty: 4909.618652
	Iteration 0F: 3 clusters Score -3016608 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3021020.000000 Penalty: 4909.618652
	Iteration 1F: 3 clusters Score -3021020 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3021385.750000 Penalty: 4909.618652
	Iteration 2F: 3 clusters Score -3021386 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3021751.750000 Penalty: 4909.618652
	Iteration 3Q: 3 clusters Score -3021752 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3022090.000000 Penalty: 4909.618652
	Iteration 4Q: 3 clusters Score -3022090 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3022419.250000 Penalty: 4909.618652
	Iteration 5Q: 3 clusters Score -3022419 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3022778.250000 Penalty: 4909.618652
	Iteration 6Q: 3 clusters Score -3022778 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3023230.500000 Penalty: 4909.618652
	Iteration 7Q: 3 clusters Score -3023230 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3023809.250000 Penalty: 4909.618652
	Iteration 8F: 3 clusters Score -3023809 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3024550.000000 Penalty: 4909.618652
	Iteration 9F: 3 clusters Score -3024550 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3025412.250000 Penalty: 4909.618652
	Iteration 10F: 3 clusters Score -3025412 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3026378.750000 Penalty: 4909.618652
	Iteration 11F: 3 clusters Score -3026379 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3027253.500000 Penalty: 4909.618652
	Iteration 12Q: 3 clusters Score -3027254 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3027856.750000 Penalty: 4909.618652
	Iteration 13Q: 3 clusters Score -3027857 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3028093.000000 Penalty: 4909.618652
	Iteration 14Q: 3 clusters Score -3028093 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3028197.000000 Penalty: 4909.618652
	Iteration 15Q: 3 clusters Score -3028197 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3028267.000000 Penalty: 4909.618652
	Iteration 16Q: 3 clusters Score -3028267 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3028327.250000 Penalty: 4909.618652
	Iteration 17Q: 3 clusters Score -3028327 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3028360.250000 Penalty: 4909.618652
	Iteration 18Q: 3 clusters Score -3028360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3028400.500000 Penalty: 4909.618652
	Iteration 19Q: 3 clusters Score -3028400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3028426.250000 Penalty: 4909.618652
	Iteration 20F: 3 clusters Score -3028426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3028456.000000 Penalty: 4909.618652
	Iteration 21Q: 3 clusters Score -3028456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3028461.000000 Penalty: 4909.618652
	Iteration 22Q: 3 clusters Score -3028461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3028481.500000 Penalty: 4909.618652
	Iteration 23Q: 3 clusters Score -3028482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3028497.500000 Penalty: 4909.618652
	Iteration 24Q: 3 clusters Score -3028498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3028515.500000 Penalty: 4909.618652
	Iteration 25Q: 3 clusters Score -3028516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3028518.250000 Penalty: 4909.618652
	Iteration 26Q: 3 clusters Score -3028518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3028528.250000 Penalty: 4909.618652
	Iteration 27Q: 3 clusters Score -3028528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3028537.750000 Penalty: 4909.618652
	Iteration 28Q: 3 clusters Score -3028538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3028540.750000 Penalty: 4909.618652
	Iteration 29Q: 3 clusters Score -3028541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3028546.750000 Penalty: 4909.618652
	Iteration 30Q: 3 clusters Score -3028547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3028551.250000 Penalty: 4909.618652
	Iteration 31Q: 3 clusters Score -3028551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3028563.500000 Penalty: 4909.618652
	Iteration 32Q: 3 clusters Score -3028564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3028565.250000 Penalty: 4909.618652
	Iteration 33Q: 3 clusters Score -3028565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3028573.500000 Penalty: 4909.618652
	Iteration 34Q: 3 clusters Score -3028574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3028581.750000 Penalty: 4909.618652
	Iteration 35Q: 3 clusters Score -3028582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3028590.500000 Penalty: 4909.618652
	Iteration 36Q: 3 clusters Score -3028590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3028601.500000 Penalty: 4909.618652
	Iteration 37Q: 3 clusters Score -3028602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3028604.250000 Penalty: 4909.618652
	Iteration 38Q: 3 clusters Score -3028604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3028621.500000 Penalty: 4909.618652
	Iteration 39Q: 3 clusters Score -3028622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3028639.500000 Penalty: 4909.618652
	Iteration 40F: 3 clusters Score -3028640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3028650.750000 Penalty: 4909.618652
	Iteration 41Q: 3 clusters Score -3028651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3028655.500000 Penalty: 4909.618652
	Iteration 42Q: 3 clusters Score -3028656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3028658.750000 Penalty: 4909.618652
	Iteration 43Q: 3 clusters Score -3028659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3028669.000000 Penalty: 4909.618652
	Iteration 44Q: 3 clusters Score -3028669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3028666.500000 Penalty: 4909.618652
	Iteration 45Q: 3 clusters Score -3028666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3028665.000000 Penalty: 4909.618652
	Iteration 46Q: 3 clusters Score -3028665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3028680.500000 Penalty: 4909.618652
	Iteration 47Q: 3 clusters Score -3028680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3028682.750000 Penalty: 4909.618652
	Iteration 48Q: 3 clusters Score -3028683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3028681.500000 Penalty: 4909.618652
	Iteration 49Q: 3 clusters Score -3028682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3028687.000000 Penalty: 4909.618652
	Iteration 50Q: 3 clusters Score -3028687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3028682.000000 Penalty: 4909.618652
	Iteration 51Q: 3 clusters Score -3028682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3028687.750000 Penalty: 4909.618652
	Iteration 52Q: 3 clusters Score -3028688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3028688.250000 Penalty: 4909.618652
	Iteration 53Q: 3 clusters Score -3028688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3028690.500000 Penalty: 4909.618652
	Iteration 54Q: 3 clusters Score -3028690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3028689.500000 Penalty: 4909.618652
	Iteration 55Q: 3 clusters Score -3028690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3028686.500000 Penalty: 4909.618652
	Iteration 56Q: 3 clusters Score -3028686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3028689.000000 Penalty: 4909.618652
	Iteration 57Q: 3 clusters Score -3028689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3028684.750000 Penalty: 4909.618652
	Iteration 58Q: 3 clusters Score -3028685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3028688.500000 Penalty: 4909.618652
	Iteration 59Q: 3 clusters Score -3028688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3028688.500000 Penalty: 4909.618652
	Iteration 60F: 3 clusters Score -3028688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Entering Unmasked Estep 
Score: -15069042.000000 Penalty: 2849.926758
	Iteration 0F: 2 clusters Score -1.506904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -15005051.000000 Penalty: 5699.853516
	Iteration 0F: 3 clusters Score -1.500505e+07 nChanged 46317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -15031773.000000 Penalty: 5699.853516
	Iteration 1F: 3 clusters Score -1.503177e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -15032755.000000 Penalty: 5699.853516
	Iteration 2Q: 3 clusters Score -1.503276e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -15033732.000000 Penalty: 5699.853516
	Iteration 3Q: 3 clusters Score -1.503373e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -15034932.000000 Penalty: 5699.853516
	Iteration 4Q: 3 clusters Score -1.503493e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -15036791.000000 Penalty: 5699.853516
	Iteration 5Q: 3 clusters Score -1.503679e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -15039359.000000 Penalty: 5699.853516
	Iteration 6Q: 3 clusters Score -1.503936e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -15042910.000000 Penalty: 5699.853516
	Iteration 7F: 3 clusters Score -1.504291e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -15046760.000000 Penalty: 5699.853516
	Iteration 8F: 3 clusters Score -1.504676e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -15050649.000000 Penalty: 5699.853516
	Iteration 9F: 3 clusters Score -1.505065e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -15053543.000000 Penalty: 5699.853516
	Iteration 10F: 3 clusters Score -1.505354e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -15055334.000000 Penalty: 5699.853516
	Iteration 11Q: 3 clusters Score -1.505533e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -15056354.000000 Penalty: 5699.853516
	Iteration 12Q: 3 clusters Score -1.505635e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -15056950.000000 Penalty: 5699.853516
	Iteration 13Q: 3 clusters Score -1.505695e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -15057431.000000 Penalty: 5699.853516
	Iteration 14Q: 3 clusters Score -1.505743e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -15057892.000000 Penalty: 5699.853516
	Iteration 15Q: 3 clusters Score -1.505789e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -15058311.000000 Penalty: 5699.853516
	Iteration 16Q: 3 clusters Score -1.505831e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -15058683.000000 Penalty: 5699.853516
	Iteration 17Q: 3 clusters Score -1.505868e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -15059066.000000 Penalty: 5699.853516
	Iteration 18Q: 3 clusters Score -1.505907e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -15059405.000000 Penalty: 5699.853516
	Iteration 19Q: 3 clusters Score -1.50594e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -15059658.000000 Penalty: 5699.853516
	Iteration 20F: 3 clusters Score -1.505966e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -15059995.000000 Penalty: 5699.853516
	Iteration 21Q: 3 clusters Score -1.506e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -15060311.000000 Penalty: 5699.853516
	Iteration 22Q: 3 clusters Score -1.506031e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -15060578.000000 Penalty: 5699.853516
	Iteration 23Q: 3 clusters Score -1.506058e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -15060887.000000 Penalty: 5699.853516
	Iteration 24Q: 3 clusters Score -1.506089e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -15061123.000000 Penalty: 5699.853516
	Iteration 25Q: 3 clusters Score -1.506112e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -15061382.000000 Penalty: 5699.853516
	Iteration 26Q: 3 clusters Score -1.506138e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -15061665.000000 Penalty: 5699.853516
	Iteration 27Q: 3 clusters Score -1.506166e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -15061907.000000 Penalty: 5699.853516
	Iteration 28Q: 3 clusters Score -1.506191e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -15062130.000000 Penalty: 5699.853516
	Iteration 29Q: 3 clusters Score -1.506213e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -15062270.000000 Penalty: 5699.853516
	Iteration 30Q: 3 clusters Score -1.506227e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -15062480.000000 Penalty: 5699.853516
	Iteration 31Q: 3 clusters Score -1.506248e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -15062644.000000 Penalty: 5699.853516
	Iteration 32Q: 3 clusters Score -1.506264e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -15062882.000000 Penalty: 5699.853516
	Iteration 33Q: 3 clusters Score -1.506288e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -15063048.000000 Penalty: 5699.853516
	Iteration 34Q: 3 clusters Score -1.506305e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -15063111.000000 Penalty: 5699.853516
	Iteration 35Q: 3 clusters Score -1.506311e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -15063161.000000 Penalty: 5699.853516
	Iteration 36Q: 3 clusters Score -1.506316e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -15063230.000000 Penalty: 5699.853516
	Iteration 37Q: 3 clusters Score -1.506323e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -15063363.000000 Penalty: 5699.853516
	Iteration 38Q: 3 clusters Score -1.506336e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -15063481.000000 Penalty: 5699.853516
	Iteration 39Q: 3 clusters Score -1.506348e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -15063597.000000 Penalty: 5699.853516
	Iteration 40F: 3 clusters Score -1.50636e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -15063732.000000 Penalty: 5699.853516
	Iteration 41Q: 3 clusters Score -1.506373e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -15063888.000000 Penalty: 5699.853516
	Iteration 42Q: 3 clusters Score -1.506389e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -15063998.000000 Penalty: 5699.853516
	Iteration 43Q: 3 clusters Score -1.5064e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -15064156.000000 Penalty: 5699.853516
	Iteration 44Q: 3 clusters Score -1.506416e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -15064286.000000 Penalty: 5699.853516
	Iteration 45Q: 3 clusters Score -1.506429e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -15064422.000000 Penalty: 5699.853516
	Iteration 46Q: 3 clusters Score -1.506442e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -15064556.000000 Penalty: 5699.853516
	Iteration 47Q: 3 clusters Score -1.506456e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -15064635.000000 Penalty: 5699.853516
	Iteration 48Q: 3 clusters Score -1.506464e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -15064737.000000 Penalty: 5699.853516
	Iteration 49Q: 3 clusters Score -1.506474e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -15064928.000000 Penalty: 5699.853516
	Iteration 50Q: 3 clusters Score -1.506493e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -15065028.000000 Penalty: 5699.853516
	Iteration 51Q: 3 clusters Score -1.506503e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -15065117.000000 Penalty: 5699.853516
	Iteration 52Q: 3 clusters Score -1.506512e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -15065268.000000 Penalty: 5699.853516
	Iteration 53Q: 3 clusters Score -1.506527e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -15065449.000000 Penalty: 5699.853516
	Iteration 54Q: 3 clusters Score -1.506545e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -15065495.000000 Penalty: 5699.853516
	Iteration 55Q: 3 clusters Score -1.50655e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -15065616.000000 Penalty: 5699.853516
	Iteration 56Q: 3 clusters Score -1.506562e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -15065666.000000 Penalty: 5699.853516
	Iteration 57Q: 3 clusters Score -1.506567e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -15065742.000000 Penalty: 5699.853516
	Iteration 58Q: 3 clusters Score -1.506574e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -15065851.000000 Penalty: 5699.853516
	Iteration 59Q: 3 clusters Score -1.506585e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -15065972.000000 Penalty: 5699.853516
	Iteration 60F: 3 clusters Score -1.506597e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -15066059.000000 Penalty: 5699.853516
	Iteration 61Q: 3 clusters Score -1.506606e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -15066128.000000 Penalty: 5699.853516
	Iteration 62Q: 3 clusters Score -1.506613e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -15066228.000000 Penalty: 5699.853516
	Iteration 63Q: 3 clusters Score -1.506623e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -15066304.000000 Penalty: 5699.853516
	Iteration 64Q: 3 clusters Score -1.50663e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -15066366.000000 Penalty: 5699.853516
	Iteration 65Q: 3 clusters Score -1.506637e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -15066432.000000 Penalty: 5699.853516
	Iteration 66Q: 3 clusters Score -1.506643e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -15066502.000000 Penalty: 5699.853516
	Iteration 67Q: 3 clusters Score -1.50665e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -15066522.000000 Penalty: 5699.853516
	Iteration 68Q: 3 clusters Score -1.506652e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -15066566.000000 Penalty: 5699.853516
	Iteration 69Q: 3 clusters Score -1.506657e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -15066613.000000 Penalty: 5699.853516
	Iteration 70Q: 3 clusters Score -1.506661e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -15066614.000000 Penalty: 5699.853516
	Iteration 71Q: 3 clusters Score -1.506661e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -15066631.000000 Penalty: 5699.853516
	Iteration 72Q: 3 clusters Score -1.506663e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -15066634.000000 Penalty: 5699.853516
	Iteration 73Q: 3 clusters Score -1.506663e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -15066663.000000 Penalty: 5699.853516
	Iteration 74Q: 3 clusters Score -1.506666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -15066690.000000 Penalty: 5699.853516
	Iteration 75Q: 3 clusters Score -1.506669e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -15066760.000000 Penalty: 5699.853516
	Iteration 76Q: 3 clusters Score -1.506676e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -15066762.000000 Penalty: 5699.853516
	Iteration 77Q: 3 clusters Score -1.506676e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -15066771.000000 Penalty: 5699.853516
	Iteration 78Q: 3 clusters Score -1.506677e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -15066792.000000 Penalty: 5699.853516
	Iteration 79Q: 3 clusters Score -1.506679e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -15066848.000000 Penalty: 5699.853516
	Iteration 80F: 3 clusters Score -1.506685e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -15066860.000000 Penalty: 5699.853516
	Iteration 81Q: 3 clusters Score -1.506686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -15066881.000000 Penalty: 5699.853516
	Iteration 82Q: 3 clusters Score -1.506688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -15066904.000000 Penalty: 5699.853516
	Iteration 83Q: 3 clusters Score -1.50669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -15066902.000000 Penalty: 5699.853516
	Iteration 84Q: 3 clusters Score -1.50669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -15066895.000000 Penalty: 5699.853516
	Iteration 85Q: 3 clusters Score -1.50669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -15066882.000000 Penalty: 5699.853516
	Iteration 86Q: 3 clusters Score -1.506688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -15066886.000000 Penalty: 5699.853516
	Iteration 87Q: 3 clusters Score -1.506689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -15066915.000000 Penalty: 5699.853516
	Iteration 88Q: 3 clusters Score -1.506692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -15066917.000000 Penalty: 5699.853516
	Iteration 89Q: 3 clusters Score -1.506692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -15066912.000000 Penalty: 5699.853516
	Iteration 90Q: 3 clusters Score -1.506691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -15066914.000000 Penalty: 5699.853516
	Iteration 91Q: 3 clusters Score -1.506691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -15066920.000000 Penalty: 5699.853516
	Iteration 92Q: 3 clusters Score -1.506692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -15066922.000000 Penalty: 5699.853516
	Iteration 93Q: 3 clusters Score -1.506692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -15066925.000000 Penalty: 5699.853516
	Iteration 94Q: 3 clusters Score -1.506692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -15066929.000000 Penalty: 5699.853516
	Iteration 95Q: 3 clusters Score -1.506693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -15066948.000000 Penalty: 5699.853516
	Iteration 96Q: 3 clusters Score -1.506695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -15066942.000000 Penalty: 5699.853516
	Iteration 97Q: 3 clusters Score -1.506694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -15066944.000000 Penalty: 5699.853516
	Iteration 98Q: 3 clusters Score -1.506694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -15066933.000000 Penalty: 5699.853516
	Iteration 99Q: 3 clusters Score -1.506693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -15066950.000000 Penalty: 5699.853516
	Iteration 100F: 3 clusters Score -1.506695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -15066944.000000 Penalty: 5699.853516
	Iteration 101Q: 3 clusters Score -1.506694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -15066946.000000 Penalty: 5699.853516
	Iteration 102Q: 3 clusters Score -1.506695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -15066948.000000 Penalty: 5699.853516
	Iteration 103Q: 3 clusters Score -1.506695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -15066946.000000 Penalty: 5699.853516
	Iteration 104Q: 3 clusters Score -1.506695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -15066938.000000 Penalty: 5699.853516
	Iteration 105Q: 3 clusters Score -1.506694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -15066938.000000 Penalty: 5699.853516
	Iteration 106Q: 3 clusters Score -1.506694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -15066942.000000 Penalty: 5699.853516
	Iteration 107Q: 3 clusters Score -1.506694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -15066941.000000 Penalty: 5699.853516
	Iteration 108Q: 3 clusters Score -1.506694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -15066967.000000 Penalty: 5699.853516
	Iteration 109Q: 3 clusters Score -1.506697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -15066961.000000 Penalty: 5699.853516
	Iteration 110Q: 3 clusters Score -1.506696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -15066977.000000 Penalty: 5699.853516
	Iteration 111Q: 3 clusters Score -1.506698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -15066967.000000 Penalty: 5699.853516
	Iteration 112Q: 3 clusters Score -1.506697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -15066974.000000 Penalty: 5699.853516
	Iteration 113Q: 3 clusters Score -1.506697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -15066980.000000 Penalty: 5699.853516
	Iteration 114Q: 3 clusters Score -1.506698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -15066971.000000 Penalty: 5699.853516
	Iteration 115Q: 3 clusters Score -1.506697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -15066973.000000 Penalty: 5699.853516
	Iteration 116Q: 3 clusters Score -1.506697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -15066974.000000 Penalty: 5699.853516
	Iteration 117Q: 3 clusters Score -1.506697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -15066981.000000 Penalty: 5699.853516
	Iteration 118Q: 3 clusters Score -1.506698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -15066982.000000 Penalty: 5699.853516
	Iteration 119Q: 3 clusters Score -1.506698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -15066993.000000 Penalty: 5699.853516
	Iteration 120F: 3 clusters Score -1.506699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -15066989.000000 Penalty: 5699.853516
	Iteration 121Q: 3 clusters Score -1.506699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -15066996.000000 Penalty: 5699.853516
	Iteration 122Q: 3 clusters Score -1.5067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -15066997.000000 Penalty: 5699.853516
	Iteration 123Q: 3 clusters Score -1.5067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -15067006.000000 Penalty: 5699.853516
	Iteration 124Q: 3 clusters Score -1.506701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -15067001.000000 Penalty: 5699.853516
	Iteration 125Q: 3 clusters Score -1.5067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -15067009.000000 Penalty: 5699.853516
	Iteration 126Q: 3 clusters Score -1.506701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -15067013.000000 Penalty: 5699.853516
	Iteration 127Q: 3 clusters Score -1.506701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -15067006.000000 Penalty: 5699.853516
	Iteration 128Q: 3 clusters Score -1.506701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -15067011.000000 Penalty: 5699.853516
	Iteration 129Q: 3 clusters Score -1.506701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -15067016.000000 Penalty: 5699.853516
	Iteration 130Q: 3 clusters Score -1.506702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -15067013.000000 Penalty: 5699.853516
	Iteration 131Q: 3 clusters Score -1.506701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -15067005.000000 Penalty: 5699.853516
	Iteration 132Q: 3 clusters Score -1.5067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 96551 members 
Entering Unmasked Estep 
Score: -15067018.000000 Penalty: 5699.853516
	Iteration 133Q: 3 clusters Score -1.506702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -15067019.000000 Penalty: 5699.853516
	Iteration 134Q: 3 clusters Score -1.506702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -15067020.000000 Penalty: 5699.853516
	Iteration 135Q: 3 clusters Score -1.506702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -15067009.000000 Penalty: 5699.853516
	Iteration 136Q: 3 clusters Score -1.506701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -15067006.000000 Penalty: 5699.853516
	Iteration 137Q: 3 clusters Score -1.506701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -15067014.000000 Penalty: 5699.853516
	Iteration 138Q: 3 clusters Score -1.506701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -15067014.000000 Penalty: 5699.853516
	Iteration 139F: 3 clusters Score -1.506701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Entering Unmasked Estep 
Score: -7163297.500000 Penalty: 2672.233887
	Iteration 0F: 2 clusters Score -7163298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -7130991.500000 Penalty: 5344.467773
	Iteration 0F: 3 clusters Score -7130992 nChanged 22266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7143890.000000 Penalty: 5344.467773
	Iteration 1F: 3 clusters Score -7143890 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7144987.500000 Penalty: 5344.467773
	Iteration 2F: 3 clusters Score -7144988 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -7146546.500000 Penalty: 5344.467773
	Iteration 3F: 3 clusters Score -7146546 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -7148526.000000 Penalty: 5344.467773
	Iteration 4F: 3 clusters Score -7148526 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -7150949.000000 Penalty: 5344.467773
	Iteration 5F: 3 clusters Score -7150949 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7153705.000000 Penalty: 5344.467773
	Iteration 6F: 3 clusters Score -7153705 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7156545.000000 Penalty: 5344.467773
	Iteration 7F: 3 clusters Score -7156545 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7158623.000000 Penalty: 5344.467773
	Iteration 8Q: 3 clusters Score -7158623 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7159934.000000 Penalty: 5344.467773
	Iteration 9Q: 3 clusters Score -7159934 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7160555.500000 Penalty: 5344.467773
	Iteration 10Q: 3 clusters Score -7160556 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7160797.000000 Penalty: 5344.467773
	Iteration 11Q: 3 clusters Score -7160797 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7160929.500000 Penalty: 5344.467773
	Iteration 12Q: 3 clusters Score -7160930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7160997.000000 Penalty: 5344.467773
	Iteration 13Q: 3 clusters Score -7160997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7161057.000000 Penalty: 5344.467773
	Iteration 14Q: 3 clusters Score -7161057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7161099.000000 Penalty: 5344.467773
	Iteration 15Q: 3 clusters Score -7161099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7161112.000000 Penalty: 5344.467773
	Iteration 16Q: 3 clusters Score -7161112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7161131.500000 Penalty: 5344.467773
	Iteration 17Q: 3 clusters Score -7161132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7161139.000000 Penalty: 5344.467773
	Iteration 18Q: 3 clusters Score -7161139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7161144.000000 Penalty: 5344.467773
	Iteration 19Q: 3 clusters Score -7161144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7161154.500000 Penalty: 5344.467773
	Iteration 20F: 3 clusters Score -7161154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7161154.000000 Penalty: 5344.467773
	Iteration 21Q: 3 clusters Score -7161154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7161160.500000 Penalty: 5344.467773
	Iteration 22Q: 3 clusters Score -7161160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7161161.500000 Penalty: 5344.467773
	Iteration 23Q: 3 clusters Score -7161162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7161165.500000 Penalty: 5344.467773
	Iteration 24Q: 3 clusters Score -7161166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7161171.000000 Penalty: 5344.467773
	Iteration 25Q: 3 clusters Score -7161171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7161171.000000 Penalty: 5344.467773
	Iteration 26F: 3 clusters Score -7161171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Entering Unmasked Estep 
Score: -7906778.500000 Penalty: 2695.400146
	Iteration 0F: 2 clusters Score -7906778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -7871206.000000 Penalty: 5390.800293
	Iteration 0F: 3 clusters Score -7871206 nChanged 24538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -7884810.000000 Penalty: 5390.800293
	Iteration 1F: 3 clusters Score -7884810 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -7885644.000000 Penalty: 5390.800293
	Iteration 2Q: 3 clusters Score -7885644 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -7886665.500000 Penalty: 5390.800293
	Iteration 3Q: 3 clusters Score -7886666 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -7888115.500000 Penalty: 5390.800293
	Iteration 4F: 3 clusters Score -7888116 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -7890120.500000 Penalty: 5390.800293
	Iteration 5F: 3 clusters Score -7890120 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -7892649.000000 Penalty: 5390.800293
	Iteration 6F: 3 clusters Score -7892649 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -7895454.500000 Penalty: 5390.800293
	Iteration 7F: 3 clusters Score -7895454 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -7898043.500000 Penalty: 5390.800293
	Iteration 8F: 3 clusters Score -7898044 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7900297.500000 Penalty: 5390.800293
	Iteration 9F: 3 clusters Score -7900298 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7902247.000000 Penalty: 5390.800293
	Iteration 10Q: 3 clusters Score -7902247 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7903501.500000 Penalty: 5390.800293
	Iteration 11Q: 3 clusters Score -7903502 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7904069.500000 Penalty: 5390.800293
	Iteration 12Q: 3 clusters Score -7904070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7904253.000000 Penalty: 5390.800293
	Iteration 13Q: 3 clusters Score -7904253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7904335.000000 Penalty: 5390.800293
	Iteration 14Q: 3 clusters Score -7904335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7904404.500000 Penalty: 5390.800293
	Iteration 15Q: 3 clusters Score -7904404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7904434.500000 Penalty: 5390.800293
	Iteration 16Q: 3 clusters Score -7904434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7904457.000000 Penalty: 5390.800293
	Iteration 17Q: 3 clusters Score -7904457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7904481.500000 Penalty: 5390.800293
	Iteration 18Q: 3 clusters Score -7904482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7904481.000000 Penalty: 5390.800293
	Iteration 19Q: 3 clusters Score -7904481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7904490.500000 Penalty: 5390.800293
	Iteration 20F: 3 clusters Score -7904490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7904491.500000 Penalty: 5390.800293
	Iteration 21Q: 3 clusters Score -7904492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7904499.000000 Penalty: 5390.800293
	Iteration 22Q: 3 clusters Score -7904499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7904499.000000 Penalty: 5390.800293
	Iteration 23F: 3 clusters Score -7904499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54429.492188 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54429.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54652.824219 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54652.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54836.953125 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54836.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54889.531250 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54889.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54908.488281 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54908.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54933.382812 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -54933.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54987.921875 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -54987.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55068.335938 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55068.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55089.160156 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55089.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55114.976562 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55114.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55130.871094 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55130.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -55148.250000 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -55148.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55155.054688 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -55155.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55160.867188 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -55160.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55167.128906 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -55167.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55167.128906 Penalty: 3001.836182
	Iteration 15F: 3 clusters Score -55167.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Entering Unmasked Estep 
Score: -10222241.000000 Penalty: 2752.274170
	Iteration 0F: 2 clusters Score -1.022224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -10177859.000000 Penalty: 5504.548340
	Iteration 0F: 3 clusters Score -1.017786e+07 nChanged 30906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -10195312.000000 Penalty: 5504.548340
	Iteration 1F: 3 clusters Score -1.019531e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -10195995.000000 Penalty: 5504.548340
	Iteration 2Q: 3 clusters Score -1.0196e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -10196797.000000 Penalty: 5504.548340
	Iteration 3Q: 3 clusters Score -1.01968e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -10198219.000000 Penalty: 5504.548340
	Iteration 4Q: 3 clusters Score -1.019822e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -10200639.000000 Penalty: 5504.548340
	Iteration 5F: 3 clusters Score -1.020064e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -10204393.000000 Penalty: 5504.548340
	Iteration 6F: 3 clusters Score -1.020439e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -10209511.000000 Penalty: 5504.548340
	Iteration 7F: 3 clusters Score -1.020951e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -10214516.000000 Penalty: 5504.548340
	Iteration 8F: 3 clusters Score -1.021452e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -10217813.000000 Penalty: 5504.548340
	Iteration 9F: 3 clusters Score -1.021781e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -10219223.000000 Penalty: 5504.548340
	Iteration 10Q: 3 clusters Score -1.021922e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -10219703.000000 Penalty: 5504.548340
	Iteration 11Q: 3 clusters Score -1.02197e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -10219879.000000 Penalty: 5504.548340
	Iteration 12Q: 3 clusters Score -1.021988e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -10219931.000000 Penalty: 5504.548340
	Iteration 13Q: 3 clusters Score -1.021993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -10219990.000000 Penalty: 5504.548340
	Iteration 14Q: 3 clusters Score -1.021999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -10220019.000000 Penalty: 5504.548340
	Iteration 15Q: 3 clusters Score -1.022002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -10220034.000000 Penalty: 5504.548340
	Iteration 16Q: 3 clusters Score -1.022003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -10220049.000000 Penalty: 5504.548340
	Iteration 17Q: 3 clusters Score -1.022005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -10220057.000000 Penalty: 5504.548340
	Iteration 18Q: 3 clusters Score -1.022006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -10220071.000000 Penalty: 5504.548340
	Iteration 19Q: 3 clusters Score -1.022007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -10220081.000000 Penalty: 5504.548340
	Iteration 20F: 3 clusters Score -1.022008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -10220086.000000 Penalty: 5504.548340
	Iteration 21Q: 3 clusters Score -1.022009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -10220090.000000 Penalty: 5504.548340
	Iteration 22Q: 3 clusters Score -1.022009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -10220086.000000 Penalty: 5504.548340
	Iteration 23Q: 3 clusters Score -1.022009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -10220084.000000 Penalty: 5504.548340
	Iteration 24Q: 3 clusters Score -1.022008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -10220084.000000 Penalty: 5504.548340
	Iteration 25F: 3 clusters Score -1.022008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Entering Unmasked Estep 
Score: -3182377.750000 Penalty: 2479.532715
	Iteration 0F: 2 clusters Score -3182378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3166980.500000 Penalty: 4959.065430
	Iteration 0F: 3 clusters Score -3166980 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3172154.250000 Penalty: 4959.065430
	Iteration 1F: 3 clusters Score -3172154 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3172562.000000 Penalty: 4959.065430
	Iteration 2F: 3 clusters Score -3172562 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3172897.000000 Penalty: 4959.065430
	Iteration 3Q: 3 clusters Score -3172897 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3173210.500000 Penalty: 4959.065430
	Iteration 4Q: 3 clusters Score -3173210 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3173558.250000 Penalty: 4959.065430
	Iteration 5Q: 3 clusters Score -3173558 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3173893.000000 Penalty: 4959.065430
	Iteration 6Q: 3 clusters Score -3173893 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3174260.250000 Penalty: 4959.065430
	Iteration 7Q: 3 clusters Score -3174260 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3174691.750000 Penalty: 4959.065430
	Iteration 8Q: 3 clusters Score -3174692 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3175218.750000 Penalty: 4959.065430
	Iteration 9Q: 3 clusters Score -3175219 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3175875.750000 Penalty: 4959.065430
	Iteration 10Q: 3 clusters Score -3175876 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3176654.250000 Penalty: 4959.065430
	Iteration 11F: 3 clusters Score -3176654 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3177489.000000 Penalty: 4959.065430
	Iteration 12Q: 3 clusters Score -3177489 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3178275.250000 Penalty: 4959.065430
	Iteration 13Q: 3 clusters Score -3178275 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3178865.250000 Penalty: 4959.065430
	Iteration 14Q: 3 clusters Score -3178865 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3179288.000000 Penalty: 4959.065430
	Iteration 15Q: 3 clusters Score -3179288 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3179591.250000 Penalty: 4959.065430
	Iteration 16Q: 3 clusters Score -3179591 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3179811.500000 Penalty: 4959.065430
	Iteration 17Q: 3 clusters Score -3179812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3179982.750000 Penalty: 4959.065430
	Iteration 18Q: 3 clusters Score -3179983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3180084.250000 Penalty: 4959.065430
	Iteration 19Q: 3 clusters Score -3180084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3180141.750000 Penalty: 4959.065430
	Iteration 20F: 3 clusters Score -3180142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3180181.250000 Penalty: 4959.065430
	Iteration 21Q: 3 clusters Score -3180181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3180230.750000 Penalty: 4959.065430
	Iteration 22Q: 3 clusters Score -3180231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3180247.500000 Penalty: 4959.065430
	Iteration 23Q: 3 clusters Score -3180248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3180259.750000 Penalty: 4959.065430
	Iteration 24Q: 3 clusters Score -3180260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3180272.500000 Penalty: 4959.065430
	Iteration 25Q: 3 clusters Score -3180272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3180286.250000 Penalty: 4959.065430
	Iteration 26Q: 3 clusters Score -3180286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3180287.000000 Penalty: 4959.065430
	Iteration 27Q: 3 clusters Score -3180287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3180289.750000 Penalty: 4959.065430
	Iteration 28Q: 3 clusters Score -3180290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3180293.750000 Penalty: 4959.065430
	Iteration 29Q: 3 clusters Score -3180294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3180293.750000 Penalty: 4959.065430
	Iteration 30Q: 3 clusters Score -3180294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3180300.750000 Penalty: 4959.065430
	Iteration 31Q: 3 clusters Score -3180301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3180306.000000 Penalty: 4959.065430
	Iteration 32Q: 3 clusters Score -3180306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3180308.500000 Penalty: 4959.065430
	Iteration 33Q: 3 clusters Score -3180308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3180304.250000 Penalty: 4959.065430
	Iteration 34Q: 3 clusters Score -3180304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3180311.000000 Penalty: 4959.065430
	Iteration 35Q: 3 clusters Score -3180311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3180310.500000 Penalty: 4959.065430
	Iteration 36Q: 3 clusters Score -3180310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3180311.500000 Penalty: 4959.065430
	Iteration 37Q: 3 clusters Score -3180312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3180313.750000 Penalty: 4959.065430
	Iteration 38Q: 3 clusters Score -3180314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3180317.750000 Penalty: 4959.065430
	Iteration 39Q: 3 clusters Score -3180318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3180316.750000 Penalty: 4959.065430
	Iteration 40F: 3 clusters Score -3180317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3180321.250000 Penalty: 4959.065430
	Iteration 41Q: 3 clusters Score -3180321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3180321.250000 Penalty: 4959.065430
	Iteration 42F: 3 clusters Score -3180321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -308007.906250 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -308007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -305389.375000 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -305389.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -305771.593750 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -305771.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -305875.843750 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -305875.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -305929.750000 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -305929.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -305957.593750 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -305957.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -305975.937500 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -305975.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -305991.281250 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -305991.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306001.281250 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -306001.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -306009.531250 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -306009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306016.562500 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -306016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306022.968750 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -306023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306024.812500 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -306024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306026.093750 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -306026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306029.218750 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -306029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -306036.468750 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -306036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -306042.093750 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -306042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -306047.187500 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -306047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -306055.281250 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -306055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -306061.312500 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -306061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306070.406250 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -306070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306079.281250 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -306079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -306083.531250 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -306083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -306085.531250 Penalty: 3768.805908
	Iteration 22Q: 3 clusters Score -306085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306088.843750 Penalty: 3768.805908
	Iteration 23Q: 3 clusters Score -306088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306091.187500 Penalty: 3768.805908
	Iteration 24Q: 3 clusters Score -306091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306092.656250 Penalty: 3768.805908
	Iteration 25Q: 3 clusters Score -306092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306092.656250 Penalty: 3768.805908
	Iteration 26F: 3 clusters Score -306092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 120 members 
Entering Unmasked Estep 
Score: -27897.130859 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27897.13 nChanged 23
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: -27995.417969 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -27995.42 nChanged 7
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: -28040.736328 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28040.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28057.732422 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28057.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28069.640625 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28069.64 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: -28069.640625 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -28069.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (109587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Entering Unmasked Estep 
Score: -16987006.000000 Penalty: 2877.909668
	Iteration 0F: 2 clusters Score -1.698701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -16921392.000000 Penalty: 5755.819336
	Iteration 0F: 3 clusters Score -1.692139e+07 nChanged 52034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -16950858.000000 Penalty: 5755.819336
	Iteration 1F: 3 clusters Score -1.695086e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -16951570.000000 Penalty: 5755.819336
	Iteration 2Q: 3 clusters Score -1.695157e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -16952394.000000 Penalty: 5755.819336
	Iteration 3Q: 3 clusters Score -1.695239e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -16953324.000000 Penalty: 5755.819336
	Iteration 4Q: 3 clusters Score -1.695332e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -16954352.000000 Penalty: 5755.819336
	Iteration 5Q: 3 clusters Score -1.695435e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -16955738.000000 Penalty: 5755.819336
	Iteration 6Q: 3 clusters Score -1.695574e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -16957588.000000 Penalty: 5755.819336
	Iteration 7Q: 3 clusters Score -1.695759e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -16960478.000000 Penalty: 5755.819336
	Iteration 8F: 3 clusters Score -1.696048e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -16964864.000000 Penalty: 5755.819336
	Iteration 9F: 3 clusters Score -1.696486e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -16969902.000000 Penalty: 5755.819336
	Iteration 10F: 3 clusters Score -1.69699e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -16974670.000000 Penalty: 5755.819336
	Iteration 11F: 3 clusters Score -1.697467e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -16977882.000000 Penalty: 5755.819336
	Iteration 12Q: 3 clusters Score -1.697788e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -16979908.000000 Penalty: 5755.819336
	Iteration 13Q: 3 clusters Score -1.697991e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -16981216.000000 Penalty: 5755.819336
	Iteration 14Q: 3 clusters Score -1.698122e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -16982136.000000 Penalty: 5755.819336
	Iteration 15Q: 3 clusters Score -1.698214e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -16982770.000000 Penalty: 5755.819336
	Iteration 16Q: 3 clusters Score -1.698277e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -16983388.000000 Penalty: 5755.819336
	Iteration 17Q: 3 clusters Score -1.698339e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -16983758.000000 Penalty: 5755.819336
	Iteration 18Q: 3 clusters Score -1.698376e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -16984274.000000 Penalty: 5755.819336
	Iteration 19Q: 3 clusters Score -1.698427e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -16984612.000000 Penalty: 5755.819336
	Iteration 20F: 3 clusters Score -1.698461e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -16984708.000000 Penalty: 5755.819336
	Iteration 21Q: 3 clusters Score -1.698471e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -16984872.000000 Penalty: 5755.819336
	Iteration 22Q: 3 clusters Score -1.698487e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -16984890.000000 Penalty: 5755.819336
	Iteration 23Q: 3 clusters Score -1.698489e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -16985048.000000 Penalty: 5755.819336
	Iteration 24Q: 3 clusters Score -1.698505e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -16985098.000000 Penalty: 5755.819336
	Iteration 25Q: 3 clusters Score -1.69851e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 107423 members 
Entering Unmasked Estep 
Score: -16985144.000000 Penalty: 5755.819336
	Iteration 26Q: 3 clusters Score -1.698514e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -16985126.000000 Penalty: 5755.819336
	Iteration 27Q: 3 clusters Score -1.698513e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -16985134.000000 Penalty: 5755.819336
	Iteration 28Q: 3 clusters Score -1.698513e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -16985104.000000 Penalty: 5755.819336
	Iteration 29Q: 3 clusters Score -1.69851e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -16985118.000000 Penalty: 5755.819336
	Iteration 30Q: 3 clusters Score -1.698512e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -16985136.000000 Penalty: 5755.819336
	Iteration 31Q: 3 clusters Score -1.698514e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -16985126.000000 Penalty: 5755.819336
	Iteration 32Q: 3 clusters Score -1.698513e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -16985134.000000 Penalty: 5755.819336
	Iteration 33Q: 3 clusters Score -1.698513e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -16985136.000000 Penalty: 5755.819336
	Iteration 34Q: 3 clusters Score -1.698514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -16985126.000000 Penalty: 5755.819336
	Iteration 35Q: 3 clusters Score -1.698513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -16985110.000000 Penalty: 5755.819336
	Iteration 36Q: 3 clusters Score -1.698511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -16985114.000000 Penalty: 5755.819336
	Iteration 37Q: 3 clusters Score -1.698511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -16985124.000000 Penalty: 5755.819336
	Iteration 38Q: 3 clusters Score -1.698512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -16985104.000000 Penalty: 5755.819336
	Iteration 39Q: 3 clusters Score -1.69851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -16985076.000000 Penalty: 5755.819336
	Iteration 40F: 3 clusters Score -1.698508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -16985078.000000 Penalty: 5755.819336
	Iteration 41Q: 3 clusters Score -1.698508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -16985096.000000 Penalty: 5755.819336
	Iteration 42Q: 3 clusters Score -1.69851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -16985104.000000 Penalty: 5755.819336
	Iteration 43Q: 3 clusters Score -1.69851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -16985114.000000 Penalty: 5755.819336
	Iteration 44Q: 3 clusters Score -1.698511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 108450 members 
Entering Unmasked Estep 
Score: -16985112.000000 Penalty: 5755.819336
	Iteration 45Q: 3 clusters Score -1.698511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -16985096.000000 Penalty: 5755.819336
	Iteration 46Q: 3 clusters Score -1.69851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -16985082.000000 Penalty: 5755.819336
	Iteration 47Q: 3 clusters Score -1.698508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -16985092.000000 Penalty: 5755.819336
	Iteration 48Q: 3 clusters Score -1.698509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -16985084.000000 Penalty: 5755.819336
	Iteration 49Q: 3 clusters Score -1.698508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -16985078.000000 Penalty: 5755.819336
	Iteration 50Q: 3 clusters Score -1.698508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -16985074.000000 Penalty: 5755.819336
	Iteration 51Q: 3 clusters Score -1.698507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -16985094.000000 Penalty: 5755.819336
	Iteration 52Q: 3 clusters Score -1.698509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -16985090.000000 Penalty: 5755.819336
	Iteration 53Q: 3 clusters Score -1.698509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -16985094.000000 Penalty: 5755.819336
	Iteration 54Q: 3 clusters Score -1.698509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -16985096.000000 Penalty: 5755.819336
	Iteration 55Q: 3 clusters Score -1.69851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -16985092.000000 Penalty: 5755.819336
	Iteration 56Q: 3 clusters Score -1.698509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -16985094.000000 Penalty: 5755.819336
	Iteration 57Q: 3 clusters Score -1.698509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -16985094.000000 Penalty: 5755.819336
	Iteration 58F: 3 clusters Score -1.698509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -367791.375000 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -367791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -364661.156250 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -364661.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -365443.250000 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -365443.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -365764.406250 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -365764.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366085.187500 Penalty: 3948.320557
	Iteration 3F: 3 clusters Score -366085.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366364.218750 Penalty: 3948.320557
	Iteration 4F: 3 clusters Score -366364.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -366578.312500 Penalty: 3948.320557
	Iteration 5F: 3 clusters Score -366578.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -366711.781250 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -366711.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -366808.656250 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -366808.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -366893.687500 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -366893.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -366985.531250 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -366985.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -367137.468750 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -367137.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -367311.031250 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -367311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -367460.718750 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -367460.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -367579.468750 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -367579.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -367622.812500 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -367622.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -367646.375000 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -367646.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -367662.093750 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -367662.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -367672.437500 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -367672.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -367679.218750 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -367679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -367683.187500 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -367683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -367689.312500 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -367689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367694.781250 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -367694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -367696.531250 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -367696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -367698.750000 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -367698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -367699.625000 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -367699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -367700.062500 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -367700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -367702.562500 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -367702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -367703.156250 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -367703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -367704.906250 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -367704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -367711.593750 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -367711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367719.593750 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -367719.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -367734.937500 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -367734.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -367772.062500 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -367772.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -367815.000000 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -367815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -367849.625000 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -367849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -367878.031250 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -367878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -367898.687500 Penalty: 3948.320557
	Iteration 36Q: 3 clusters Score -367898.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -367910.187500 Penalty: 3948.320557
	Iteration 37Q: 3 clusters Score -367910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -367915.375000 Penalty: 3948.320557
	Iteration 38Q: 3 clusters Score -367915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -367919.093750 Penalty: 3948.320557
	Iteration 39Q: 3 clusters Score -367919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -367921.625000 Penalty: 3948.320557
	Iteration 40F: 3 clusters Score -367921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -367922.781250 Penalty: 3948.320557
	Iteration 41Q: 3 clusters Score -367922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -367924.062500 Penalty: 3948.320557
	Iteration 42Q: 3 clusters Score -367924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -367924.468750 Penalty: 3948.320557
	Iteration 43Q: 3 clusters Score -367924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -367926.781250 Penalty: 3948.320557
	Iteration 44Q: 3 clusters Score -367926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -367926.875000 Penalty: 3948.320557
	Iteration 45Q: 3 clusters Score -367926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -367926.812500 Penalty: 3948.320557
	Iteration 46Q: 3 clusters Score -367926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -367926.812500 Penalty: 3948.320557
	Iteration 47F: 3 clusters Score -367926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26340 members 
Mstep: Class 5 contains 102348 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65657 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 10 contains 117518 members 
Mstep: Class 11 contains 106872 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 97894 members 
Mstep: Class 18 contains 47817 members 
Mstep: Class 19 contains 52499 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66031 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109587 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
Score: -137778912.000000 Penalty: 95326.062500
Splitting cluster 26 changes total score from -137780256.000000 to -137778912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 77 members 
Entering Unmasked Estep 
Score: -17322.638672 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17322.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17408.484375 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17408.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17423.748047 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17423.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17423.748047 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -17423.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Entering Unmasked Estep 
Score: -895415.125000 Penalty: 2157.603760
	Iteration 0F: 2 clusters Score -895415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -890292.000000 Penalty: 4315.207520
	Iteration 0F: 3 clusters Score -890292 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -891669.750000 Penalty: 4315.207520
	Iteration 1F: 3 clusters Score -891669.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -891948.250000 Penalty: 4315.207520
	Iteration 2F: 3 clusters Score -891948.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -892113.750000 Penalty: 4315.207520
	Iteration 3F: 3 clusters Score -892113.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -892249.750000 Penalty: 4315.207520
	Iteration 4Q: 3 clusters Score -892249.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -892381.750000 Penalty: 4315.207520
	Iteration 5Q: 3 clusters Score -892381.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -892494.187500 Penalty: 4315.207520
	Iteration 6Q: 3 clusters Score -892494.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -892603.437500 Penalty: 4315.207520
	Iteration 7Q: 3 clusters Score -892603.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -892711.250000 Penalty: 4315.207520
	Iteration 8Q: 3 clusters Score -892711.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -892803.312500 Penalty: 4315.207520
	Iteration 9Q: 3 clusters Score -892803.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -892874.625000 Penalty: 4315.207520
	Iteration 10Q: 3 clusters Score -892874.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -892937.125000 Penalty: 4315.207520
	Iteration 11Q: 3 clusters Score -892937.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -892998.687500 Penalty: 4315.207520
	Iteration 12Q: 3 clusters Score -892998.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -893050.312500 Penalty: 4315.207520
	Iteration 13Q: 3 clusters Score -893050.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -893096.437500 Penalty: 4315.207520
	Iteration 14Q: 3 clusters Score -893096.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -893135.750000 Penalty: 4315.207520
	Iteration 15Q: 3 clusters Score -893135.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -893170.125000 Penalty: 4315.207520
	Iteration 16Q: 3 clusters Score -893170.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -893198.812500 Penalty: 4315.207520
	Iteration 17Q: 3 clusters Score -893198.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -893232.687500 Penalty: 4315.207520
	Iteration 18Q: 3 clusters Score -893232.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -893265.062500 Penalty: 4315.207520
	Iteration 19Q: 3 clusters Score -893265.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -893294.375000 Penalty: 4315.207520
	Iteration 20F: 3 clusters Score -893294.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -893321.687500 Penalty: 4315.207520
	Iteration 21Q: 3 clusters Score -893321.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -893347.437500 Penalty: 4315.207520
	Iteration 22Q: 3 clusters Score -893347.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -893369.500000 Penalty: 4315.207520
	Iteration 23Q: 3 clusters Score -893369.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -893391.375000 Penalty: 4315.207520
	Iteration 24Q: 3 clusters Score -893391.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -893411.687500 Penalty: 4315.207520
	Iteration 25Q: 3 clusters Score -893411.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -893428.312500 Penalty: 4315.207520
	Iteration 26Q: 3 clusters Score -893428.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -893444.937500 Penalty: 4315.207520
	Iteration 27Q: 3 clusters Score -893444.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -893462.187500 Penalty: 4315.207520
	Iteration 28Q: 3 clusters Score -893462.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -893474.750000 Penalty: 4315.207520
	Iteration 29Q: 3 clusters Score -893474.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -893488.625000 Penalty: 4315.207520
	Iteration 30Q: 3 clusters Score -893488.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -893501.062500 Penalty: 4315.207520
	Iteration 31Q: 3 clusters Score -893501.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -893508.437500 Penalty: 4315.207520
	Iteration 32Q: 3 clusters Score -893508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -893519.562500 Penalty: 4315.207520
	Iteration 33Q: 3 clusters Score -893519.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -893534.250000 Penalty: 4315.207520
	Iteration 34Q: 3 clusters Score -893534.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -893546.062500 Penalty: 4315.207520
	Iteration 35Q: 3 clusters Score -893546.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -893557.312500 Penalty: 4315.207520
	Iteration 36Q: 3 clusters Score -893557.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -893566.062500 Penalty: 4315.207520
	Iteration 37Q: 3 clusters Score -893566.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -893570.437500 Penalty: 4315.207520
	Iteration 38Q: 3 clusters Score -893570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -893574.187500 Penalty: 4315.207520
	Iteration 39Q: 3 clusters Score -893574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -893582.125000 Penalty: 4315.207520
	Iteration 40F: 3 clusters Score -893582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -893584.687500 Penalty: 4315.207520
	Iteration 41Q: 3 clusters Score -893584.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -893592.625000 Penalty: 4315.207520
	Iteration 42Q: 3 clusters Score -893592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -893595.687500 Penalty: 4315.207520
	Iteration 43Q: 3 clusters Score -893595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -893597.312500 Penalty: 4315.207520
	Iteration 44Q: 3 clusters Score -893597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -893598.062500 Penalty: 4315.207520
	Iteration 45Q: 3 clusters Score -893598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -893600.062500 Penalty: 4315.207520
	Iteration 46Q: 3 clusters Score -893600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -893600.687500 Penalty: 4315.207520
	Iteration 47Q: 3 clusters Score -893600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -893600.437500 Penalty: 4315.207520
	Iteration 48Q: 3 clusters Score -893600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -893600.625000 Penalty: 4315.207520
	Iteration 49Q: 3 clusters Score -893600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -893603.625000 Penalty: 4315.207520
	Iteration 50Q: 3 clusters Score -893603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -893603.437500 Penalty: 4315.207520
	Iteration 51Q: 3 clusters Score -893603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -893605.500000 Penalty: 4315.207520
	Iteration 52Q: 3 clusters Score -893605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -893608.687500 Penalty: 4315.207520
	Iteration 53Q: 3 clusters Score -893608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -893610.375000 Penalty: 4315.207520
	Iteration 54Q: 3 clusters Score -893610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -893614.500000 Penalty: 4315.207520
	Iteration 55Q: 3 clusters Score -893614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -893615.437500 Penalty: 4315.207520
	Iteration 56Q: 3 clusters Score -893615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -893616.562500 Penalty: 4315.207520
	Iteration 57Q: 3 clusters Score -893616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -893617.625000 Penalty: 4315.207520
	Iteration 58Q: 3 clusters Score -893617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -893618.062500 Penalty: 4315.207520
	Iteration 59Q: 3 clusters Score -893618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -893617.812500 Penalty: 4315.207520
	Iteration 60F: 3 clusters Score -893617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -893618.000000 Penalty: 4315.207520
	Iteration 61Q: 3 clusters Score -893618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -893618.875000 Penalty: 4315.207520
	Iteration 62Q: 3 clusters Score -893618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -893620.750000 Penalty: 4315.207520
	Iteration 63Q: 3 clusters Score -893620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -893620.750000 Penalty: 4315.207520
	Iteration 64F: 3 clusters Score -893620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26340 members 
Mstep: Class 5 contains 102348 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65657 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 10 contains 117518 members 
Mstep: Class 11 contains 106872 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 97894 members 
Mstep: Class 18 contains 47817 members 
Mstep: Class 19 contains 52499 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66031 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109587 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780272.000000 Penalty: 91921.562500
Iteration 319Q: 28 clusters Score -1.377803e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26422 members 
Mstep: Class 5 contains 102355 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65655 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 10 contains 117494 members 
Mstep: Class 11 contains 106839 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19898 members 
Mstep: Class 17 contains 97884 members 
Mstep: Class 18 contains 47814 members 
Mstep: Class 19 contains 52509 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 66002 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109587 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780320.000000 Penalty: 91921.562500
Iteration 320F: 28 clusters Score -1.377803e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 102356 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65642 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35629 members 
Mstep: Class 10 contains 117482 members 
Mstep: Class 11 contains 106790 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 97888 members 
Mstep: Class 18 contains 47812 members 
Mstep: Class 19 contains 52525 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65967 members 
Mstep: Class 22 contains 21987 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109583 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780256.000000 Penalty: 91921.562500
Iteration 321Q: 28 clusters Score -1.377803e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 26595 members 
Mstep: Class 5 contains 102340 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65639 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35631 members 
Mstep: Class 10 contains 117460 members 
Mstep: Class 11 contains 106775 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 97899 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 19 contains 52538 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65932 members 
Mstep: Class 22 contains 21986 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109570 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780192.000000 Penalty: 91921.562500
Iteration 322Q: 28 clusters Score -1.377802e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 26678 members 
Mstep: Class 5 contains 102326 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65630 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35633 members 
Mstep: Class 10 contains 117440 members 
Mstep: Class 11 contains 106752 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 97915 members 
Mstep: Class 18 contains 47807 members 
Mstep: Class 19 contains 52549 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65890 members 
Mstep: Class 22 contains 21983 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109569 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780448.000000 Penalty: 91921.562500
Iteration 323Q: 28 clusters Score -1.377804e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 26746 members 
Mstep: Class 5 contains 102324 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65621 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35633 members 
Mstep: Class 10 contains 117426 members 
Mstep: Class 11 contains 106738 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 97919 members 
Mstep: Class 18 contains 47807 members 
Mstep: Class 19 contains 52557 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65856 members 
Mstep: Class 22 contains 21979 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109566 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780576.000000 Penalty: 91921.562500
Iteration 324Q: 28 clusters Score -1.377806e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 26810 members 
Mstep: Class 5 contains 102327 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65611 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35638 members 
Mstep: Class 10 contains 117396 members 
Mstep: Class 11 contains 106724 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97909 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 19 contains 52569 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65836 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109568 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780480.000000 Penalty: 91921.562500
Iteration 325Q: 28 clusters Score -1.377805e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 26871 members 
Mstep: Class 5 contains 102338 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65608 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35638 members 
Mstep: Class 10 contains 117377 members 
Mstep: Class 11 contains 106686 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 97903 members 
Mstep: Class 18 contains 47806 members 
Mstep: Class 19 contains 52583 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65814 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109574 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780448.000000 Penalty: 91921.562500
Iteration 326Q: 28 clusters Score -1.377804e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 102339 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65605 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117362 members 
Mstep: Class 11 contains 106657 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 97906 members 
Mstep: Class 18 contains 47803 members 
Mstep: Class 19 contains 52590 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65789 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109579 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780480.000000 Penalty: 91921.562500
Iteration 327Q: 28 clusters Score -1.377805e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 26990 members 
Mstep: Class 5 contains 102340 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65597 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35634 members 
Mstep: Class 10 contains 117366 members 
Mstep: Class 11 contains 106612 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97918 members 
Mstep: Class 18 contains 47801 members 
Mstep: Class 19 contains 52595 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65763 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109579 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780656.000000 Penalty: 91921.562500
Iteration 328Q: 28 clusters Score -1.377807e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27037 members 
Mstep: Class 5 contains 102340 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65586 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35634 members 
Mstep: Class 10 contains 117363 members 
Mstep: Class 11 contains 106590 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 97924 members 
Mstep: Class 18 contains 47801 members 
Mstep: Class 19 contains 52602 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65743 members 
Mstep: Class 22 contains 21975 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109576 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780560.000000 Penalty: 91921.562500
Iteration 329Q: 28 clusters Score -1.377806e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27082 members 
Mstep: Class 5 contains 102353 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65570 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35635 members 
Mstep: Class 10 contains 117363 members 
Mstep: Class 11 contains 106562 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 97923 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52610 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65714 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109587 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780528.000000 Penalty: 91921.562500
Iteration 330Q: 28 clusters Score -1.377805e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27115 members 
Mstep: Class 5 contains 102361 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65564 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35636 members 
Mstep: Class 10 contains 117376 members 
Mstep: Class 11 contains 106518 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 97929 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52615 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65694 members 
Mstep: Class 22 contains 21971 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109594 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780544.000000 Penalty: 91921.562500
Iteration 331Q: 28 clusters Score -1.377805e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27155 members 
Mstep: Class 5 contains 102362 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65562 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35636 members 
Mstep: Class 10 contains 117388 members 
Mstep: Class 11 contains 106483 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97909 members 
Mstep: Class 18 contains 47799 members 
Mstep: Class 19 contains 52617 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65673 members 
Mstep: Class 22 contains 21975 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109613 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780640.000000 Penalty: 91921.562500
Iteration 332Q: 28 clusters Score -1.377806e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27193 members 
Mstep: Class 5 contains 102367 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65562 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117400 members 
Mstep: Class 11 contains 106455 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97895 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52624 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65644 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109620 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780528.000000 Penalty: 91921.562500
Iteration 333Q: 28 clusters Score -1.377805e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27228 members 
Mstep: Class 5 contains 102369 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65556 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35641 members 
Mstep: Class 10 contains 117392 members 
Mstep: Class 11 contains 106432 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97883 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52637 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65625 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109635 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780592.000000 Penalty: 91921.562500
Iteration 334Q: 28 clusters Score -1.377806e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27275 members 
Mstep: Class 5 contains 102363 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65551 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35643 members 
Mstep: Class 10 contains 117383 members 
Mstep: Class 11 contains 106392 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 97881 members 
Mstep: Class 18 contains 47797 members 
Mstep: Class 19 contains 52654 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65601 members 
Mstep: Class 22 contains 21974 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109658 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780768.000000 Penalty: 91921.562500
Iteration 335Q: 28 clusters Score -1.377808e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27307 members 
Mstep: Class 5 contains 102354 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65542 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35641 members 
Mstep: Class 10 contains 117384 members 
Mstep: Class 11 contains 106386 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19903 members 
Mstep: Class 17 contains 97878 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52658 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65579 members 
Mstep: Class 22 contains 21973 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109670 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780672.000000 Penalty: 91921.562500
Iteration 336Q: 28 clusters Score -1.377807e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27343 members 
Mstep: Class 5 contains 102351 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65531 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35643 members 
Mstep: Class 10 contains 117368 members 
Mstep: Class 11 contains 106391 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19903 members 
Mstep: Class 17 contains 97870 members 
Mstep: Class 18 contains 47797 members 
Mstep: Class 19 contains 52666 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65557 members 
Mstep: Class 22 contains 21974 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109679 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780448.000000 Penalty: 91921.562500
Iteration 337Q: 28 clusters Score -1.377804e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27382 members 
Mstep: Class 5 contains 102351 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65531 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35644 members 
Mstep: Class 10 contains 117347 members 
Mstep: Class 11 contains 106378 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19904 members 
Mstep: Class 17 contains 97863 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52672 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65549 members 
Mstep: Class 22 contains 21973 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109680 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780464.000000 Penalty: 91921.562500
Iteration 338Q: 28 clusters Score -1.377805e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27414 members 
Mstep: Class 5 contains 102352 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65529 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35643 members 
Mstep: Class 10 contains 117343 members 
Mstep: Class 11 contains 106369 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97869 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 52676 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65525 members 
Mstep: Class 22 contains 21975 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109677 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780528.000000 Penalty: 91921.562500
Iteration 339Q: 28 clusters Score -1.377805e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27443 members 
Mstep: Class 5 contains 102339 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65519 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35648 members 
Mstep: Class 10 contains 117333 members 
Mstep: Class 11 contains 106354 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19905 members 
Mstep: Class 17 contains 97893 members 
Mstep: Class 18 contains 47794 members 
Mstep: Class 19 contains 52685 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65514 members 
Mstep: Class 22 contains 21976 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109669 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780624.000000 Penalty: 91921.562500
Iteration 340F: 28 clusters Score -1.377806e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27477 members 
Mstep: Class 5 contains 102334 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65511 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 117333 members 
Mstep: Class 11 contains 106341 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 97890 members 
Mstep: Class 18 contains 47794 members 
Mstep: Class 19 contains 52688 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65502 members 
Mstep: Class 22 contains 21975 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109670 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780640.000000 Penalty: 91921.562500
Iteration 341Q: 28 clusters Score -1.377806e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27520 members 
Mstep: Class 5 contains 102323 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65514 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 117346 members 
Mstep: Class 11 contains 106327 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 97870 members 
Mstep: Class 18 contains 47794 members 
Mstep: Class 19 contains 52697 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65485 members 
Mstep: Class 22 contains 21978 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109661 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780560.000000 Penalty: 91921.562500
Iteration 342Q: 28 clusters Score -1.377806e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27561 members 
Mstep: Class 5 contains 102307 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65515 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35649 members 
Mstep: Class 10 contains 117363 members 
Mstep: Class 11 contains 106300 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97858 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 52705 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65474 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109664 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780528.000000 Penalty: 91921.562500
Iteration 343Q: 28 clusters Score -1.377805e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27611 members 
Mstep: Class 5 contains 102298 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65516 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35646 members 
Mstep: Class 10 contains 117375 members 
Mstep: Class 11 contains 106283 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97838 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 52709 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65457 members 
Mstep: Class 22 contains 21976 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109665 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780624.000000 Penalty: 91921.562500
Iteration 344Q: 28 clusters Score -1.377806e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27659 members 
Mstep: Class 5 contains 102284 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65515 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35642 members 
Mstep: Class 10 contains 117367 members 
Mstep: Class 11 contains 106277 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97819 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 52725 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65443 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109672 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780688.000000 Penalty: 91921.562500
Iteration 345Q: 28 clusters Score -1.377807e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27704 members 
Mstep: Class 5 contains 102278 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65513 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35641 members 
Mstep: Class 10 contains 117349 members 
Mstep: Class 11 contains 106269 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97803 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 52733 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65430 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109684 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780784.000000 Penalty: 91921.562500
Iteration 346Q: 28 clusters Score -1.377808e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27752 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65512 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35640 members 
Mstep: Class 10 contains 117332 members 
Mstep: Class 11 contains 106258 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97793 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 52738 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65423 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109685 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780640.000000 Penalty: 91921.562500
Iteration 347Q: 28 clusters Score -1.377806e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27804 members 
Mstep: Class 5 contains 102260 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65504 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35642 members 
Mstep: Class 10 contains 117319 members 
Mstep: Class 11 contains 106247 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97785 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 52745 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65412 members 
Mstep: Class 22 contains 21970 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109687 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780704.000000 Penalty: 91921.562500
Iteration 348Q: 28 clusters Score -1.377807e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27847 members 
Mstep: Class 5 contains 102269 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65507 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35640 members 
Mstep: Class 10 contains 117304 members 
Mstep: Class 11 contains 106234 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97770 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 52746 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65398 members 
Mstep: Class 22 contains 21973 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109688 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780640.000000 Penalty: 91921.562500
Iteration 349Q: 28 clusters Score -1.377806e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 27892 members 
Mstep: Class 5 contains 102269 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65507 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35640 members 
Mstep: Class 10 contains 117296 members 
Mstep: Class 11 contains 106225 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97754 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 52753 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65384 members 
Mstep: Class 22 contains 21975 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109684 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780720.000000 Penalty: 91921.562500
Iteration 350Q: 28 clusters Score -1.377807e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 27944 members 
Mstep: Class 5 contains 102268 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65503 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35639 members 
Mstep: Class 10 contains 117278 members 
Mstep: Class 11 contains 106213 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97746 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 52761 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65361 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109690 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780672.000000 Penalty: 91921.562500
Iteration 351Q: 28 clusters Score -1.377807e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28001 members 
Mstep: Class 5 contains 102260 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65501 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35638 members 
Mstep: Class 10 contains 117261 members 
Mstep: Class 11 contains 106200 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19907 members 
Mstep: Class 17 contains 97728 members 
Mstep: Class 18 contains 47794 members 
Mstep: Class 19 contains 52778 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65346 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109690 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780720.000000 Penalty: 91921.562500
Iteration 352Q: 28 clusters Score -1.377807e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65499 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35636 members 
Mstep: Class 10 contains 117247 members 
Mstep: Class 11 contains 106192 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97718 members 
Mstep: Class 18 contains 47796 members 
Mstep: Class 19 contains 52790 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65339 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109685 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780640.000000 Penalty: 91921.562500
Iteration 353Q: 28 clusters Score -1.377806e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28104 members 
Mstep: Class 5 contains 102237 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65496 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35634 members 
Mstep: Class 10 contains 117243 members 
Mstep: Class 11 contains 106162 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97703 members 
Mstep: Class 18 contains 47797 members 
Mstep: Class 19 contains 52809 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65330 members 
Mstep: Class 22 contains 21976 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109683 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780768.000000 Penalty: 91921.562500
Iteration 354Q: 28 clusters Score -1.377808e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28173 members 
Mstep: Class 5 contains 102228 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65488 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35632 members 
Mstep: Class 10 contains 117244 members 
Mstep: Class 11 contains 106116 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 97683 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52823 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65328 members 
Mstep: Class 22 contains 21980 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109680 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780720.000000 Penalty: 91921.562500
Iteration 355Q: 28 clusters Score -1.377807e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28241 members 
Mstep: Class 5 contains 102215 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65484 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35634 members 
Mstep: Class 10 contains 117223 members 
Mstep: Class 11 contains 106094 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97672 members 
Mstep: Class 18 contains 47798 members 
Mstep: Class 19 contains 52841 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65317 members 
Mstep: Class 22 contains 21979 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109674 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780608.000000 Penalty: 91921.562500
Iteration 356Q: 28 clusters Score -1.377806e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28318 members 
Mstep: Class 5 contains 102204 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65480 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35635 members 
Mstep: Class 10 contains 117206 members 
Mstep: Class 11 contains 106070 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19912 members 
Mstep: Class 17 contains 97639 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52857 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65305 members 
Mstep: Class 22 contains 21982 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109675 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780688.000000 Penalty: 91921.562500
Iteration 357Q: 28 clusters Score -1.377807e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28387 members 
Mstep: Class 5 contains 102192 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65476 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35636 members 
Mstep: Class 10 contains 117195 members 
Mstep: Class 11 contains 106036 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19911 members 
Mstep: Class 17 contains 97619 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52869 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65297 members 
Mstep: Class 22 contains 21984 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109682 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780592.000000 Penalty: 91921.562500
Iteration 358Q: 28 clusters Score -1.377806e+08 nChanged 270
Entering ConstructFrom: 
Score: -137780592.000000 Penalty: 91921.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1460950.375000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1460950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1453204.500000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1453204 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1455480.500000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1455480 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1455792.500000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1455792 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1456048.875000 Penalty: 4576.494629
	Iteration 3F: 3 clusters Score -1456049 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1456285.500000 Penalty: 4576.494629
	Iteration 4Q: 3 clusters Score -1456286 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1456524.250000 Penalty: 4576.494629
	Iteration 5Q: 3 clusters Score -1456524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1456773.625000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1456774 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1457003.375000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1457003 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1457265.375000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1457265 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1457533.625000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1457534 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1457787.000000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1457787 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1458014.500000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1458014 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1458236.125000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1458236 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1458438.250000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1458438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1458588.500000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1458588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1458699.125000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1458699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1458772.750000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1458773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1458841.875000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1458842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1458893.875000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1458894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1458916.875000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1458917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1458935.625000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1458936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1458957.250000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1458957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1458971.125000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1458971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1458980.250000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1458980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1458988.875000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1458989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1458999.125000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1458999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1459006.875000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1459007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1459014.750000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1459015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1459018.625000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1459019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1459024.750000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1459025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1459028.250000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1459028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1459029.250000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1459029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1459029.250000 Penalty: 4576.494629
	Iteration 32F: 3 clusters Score -1459029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -796097.562500 Penalty: 2132.998047
	Iteration 0F: 2 clusters Score -796097.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -791370.625000 Penalty: 4265.996094
	Iteration 0F: 3 clusters Score -791370.6 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -792540.812500 Penalty: 4265.996094
	Iteration 1F: 3 clusters Score -792540.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -792800.375000 Penalty: 4265.996094
	Iteration 2F: 3 clusters Score -792800.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -793024.000000 Penalty: 4265.996094
	Iteration 3F: 3 clusters Score -793024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -793213.625000 Penalty: 4265.996094
	Iteration 4Q: 3 clusters Score -793213.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -793413.687500 Penalty: 4265.996094
	Iteration 5Q: 3 clusters Score -793413.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -793587.062500 Penalty: 4265.996094
	Iteration 6Q: 3 clusters Score -793587.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -793756.312500 Penalty: 4265.996094
	Iteration 7Q: 3 clusters Score -793756.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -793940.937500 Penalty: 4265.996094
	Iteration 8Q: 3 clusters Score -793940.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -794242.625000 Penalty: 4265.996094
	Iteration 9Q: 3 clusters Score -794242.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -794604.125000 Penalty: 4265.996094
	Iteration 10Q: 3 clusters Score -794604.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -794867.937500 Penalty: 4265.996094
	Iteration 11F: 3 clusters Score -794867.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -795012.375000 Penalty: 4265.996094
	Iteration 12Q: 3 clusters Score -795012.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -795093.312500 Penalty: 4265.996094
	Iteration 13Q: 3 clusters Score -795093.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -795154.687500 Penalty: 4265.996094
	Iteration 14Q: 3 clusters Score -795154.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -795200.562500 Penalty: 4265.996094
	Iteration 15Q: 3 clusters Score -795200.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -795238.812500 Penalty: 4265.996094
	Iteration 16Q: 3 clusters Score -795238.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -795271.750000 Penalty: 4265.996094
	Iteration 17Q: 3 clusters Score -795271.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -795303.500000 Penalty: 4265.996094
	Iteration 18Q: 3 clusters Score -795303.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -795334.875000 Penalty: 4265.996094
	Iteration 19Q: 3 clusters Score -795334.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -795356.250000 Penalty: 4265.996094
	Iteration 20F: 3 clusters Score -795356.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -795373.500000 Penalty: 4265.996094
	Iteration 21Q: 3 clusters Score -795373.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -795387.812500 Penalty: 4265.996094
	Iteration 22Q: 3 clusters Score -795387.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -795397.937500 Penalty: 4265.996094
	Iteration 23Q: 3 clusters Score -795397.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -795407.625000 Penalty: 4265.996094
	Iteration 24Q: 3 clusters Score -795407.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -795419.937500 Penalty: 4265.996094
	Iteration 25Q: 3 clusters Score -795419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -795431.687500 Penalty: 4265.996094
	Iteration 26Q: 3 clusters Score -795431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -795440.125000 Penalty: 4265.996094
	Iteration 27Q: 3 clusters Score -795440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -795449.937500 Penalty: 4265.996094
	Iteration 28Q: 3 clusters Score -795449.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -795456.062500 Penalty: 4265.996094
	Iteration 29Q: 3 clusters Score -795456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -795461.000000 Penalty: 4265.996094
	Iteration 30Q: 3 clusters Score -795461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -795463.125000 Penalty: 4265.996094
	Iteration 31Q: 3 clusters Score -795463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -795468.375000 Penalty: 4265.996094
	Iteration 32Q: 3 clusters Score -795468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -795471.937500 Penalty: 4265.996094
	Iteration 33Q: 3 clusters Score -795471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -795475.125000 Penalty: 4265.996094
	Iteration 34Q: 3 clusters Score -795475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -795476.562500 Penalty: 4265.996094
	Iteration 35Q: 3 clusters Score -795476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -795477.000000 Penalty: 4265.996094
	Iteration 36Q: 3 clusters Score -795477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -795479.000000 Penalty: 4265.996094
	Iteration 37Q: 3 clusters Score -795479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -795478.062500 Penalty: 4265.996094
	Iteration 38Q: 3 clusters Score -795478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -795478.062500 Penalty: 4265.996094
	Iteration 39F: 3 clusters Score -795478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Entering Unmasked Estep 
Score: -1581698.250000 Penalty: 2314.276855
	Iteration 0F: 2 clusters Score -1581698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1573185.625000 Penalty: 4628.553711
	Iteration 0F: 3 clusters Score -1573186 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1575814.250000 Penalty: 4628.553711
	Iteration 1F: 3 clusters Score -1575814 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1576262.125000 Penalty: 4628.553711
	Iteration 2F: 3 clusters Score -1576262 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1576645.250000 Penalty: 4628.553711
	Iteration 3F: 3 clusters Score -1576645 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1576982.000000 Penalty: 4628.553711
	Iteration 4F: 3 clusters Score -1576982 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1577258.625000 Penalty: 4628.553711
	Iteration 5Q: 3 clusters Score -1577259 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1577539.500000 Penalty: 4628.553711
	Iteration 6Q: 3 clusters Score -1577540 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1577789.000000 Penalty: 4628.553711
	Iteration 7Q: 3 clusters Score -1577789 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1578021.000000 Penalty: 4628.553711
	Iteration 8Q: 3 clusters Score -1578021 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1578234.250000 Penalty: 4628.553711
	Iteration 9Q: 3 clusters Score -1578234 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1578451.500000 Penalty: 4628.553711
	Iteration 10Q: 3 clusters Score -1578452 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1578659.750000 Penalty: 4628.553711
	Iteration 11Q: 3 clusters Score -1578660 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1578878.875000 Penalty: 4628.553711
	Iteration 12Q: 3 clusters Score -1578879 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1579092.750000 Penalty: 4628.553711
	Iteration 13Q: 3 clusters Score -1579093 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1579304.625000 Penalty: 4628.553711
	Iteration 14Q: 3 clusters Score -1579305 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1579500.375000 Penalty: 4628.553711
	Iteration 15Q: 3 clusters Score -1579500 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1579698.750000 Penalty: 4628.553711
	Iteration 16Q: 3 clusters Score -1579699 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1579854.375000 Penalty: 4628.553711
	Iteration 17Q: 3 clusters Score -1579854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1579989.875000 Penalty: 4628.553711
	Iteration 18Q: 3 clusters Score -1579990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1580094.875000 Penalty: 4628.553711
	Iteration 19Q: 3 clusters Score -1580095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1580154.000000 Penalty: 4628.553711
	Iteration 20F: 3 clusters Score -1580154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1580200.500000 Penalty: 4628.553711
	Iteration 21Q: 3 clusters Score -1580200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1580236.750000 Penalty: 4628.553711
	Iteration 22Q: 3 clusters Score -1580237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1580264.125000 Penalty: 4628.553711
	Iteration 23Q: 3 clusters Score -1580264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1580289.500000 Penalty: 4628.553711
	Iteration 24Q: 3 clusters Score -1580290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1580310.000000 Penalty: 4628.553711
	Iteration 25Q: 3 clusters Score -1580310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1580335.000000 Penalty: 4628.553711
	Iteration 26Q: 3 clusters Score -1580335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1580358.625000 Penalty: 4628.553711
	Iteration 27Q: 3 clusters Score -1580359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1580383.250000 Penalty: 4628.553711
	Iteration 28Q: 3 clusters Score -1580383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1580404.750000 Penalty: 4628.553711
	Iteration 29Q: 3 clusters Score -1580405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1580428.750000 Penalty: 4628.553711
	Iteration 30Q: 3 clusters Score -1580429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1580441.375000 Penalty: 4628.553711
	Iteration 31Q: 3 clusters Score -1580441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1580450.875000 Penalty: 4628.553711
	Iteration 32Q: 3 clusters Score -1580451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1580462.500000 Penalty: 4628.553711
	Iteration 33Q: 3 clusters Score -1580462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1580470.500000 Penalty: 4628.553711
	Iteration 34Q: 3 clusters Score -1580470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1580481.375000 Penalty: 4628.553711
	Iteration 35Q: 3 clusters Score -1580481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1580488.250000 Penalty: 4628.553711
	Iteration 36Q: 3 clusters Score -1580488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1580492.500000 Penalty: 4628.553711
	Iteration 37Q: 3 clusters Score -1580492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1580499.375000 Penalty: 4628.553711
	Iteration 38Q: 3 clusters Score -1580499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1580507.875000 Penalty: 4628.553711
	Iteration 39Q: 3 clusters Score -1580508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1580517.875000 Penalty: 4628.553711
	Iteration 40F: 3 clusters Score -1580518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1580520.250000 Penalty: 4628.553711
	Iteration 41Q: 3 clusters Score -1580520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1580525.750000 Penalty: 4628.553711
	Iteration 42Q: 3 clusters Score -1580526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1580530.625000 Penalty: 4628.553711
	Iteration 43Q: 3 clusters Score -1580531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1580535.250000 Penalty: 4628.553711
	Iteration 44Q: 3 clusters Score -1580535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1580538.625000 Penalty: 4628.553711
	Iteration 45Q: 3 clusters Score -1580539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1580538.000000 Penalty: 4628.553711
	Iteration 46Q: 3 clusters Score -1580538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1580540.000000 Penalty: 4628.553711
	Iteration 47Q: 3 clusters Score -1580540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1580539.250000 Penalty: 4628.553711
	Iteration 48Q: 3 clusters Score -1580539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1580541.500000 Penalty: 4628.553711
	Iteration 49Q: 3 clusters Score -1580542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1580545.125000 Penalty: 4628.553711
	Iteration 50Q: 3 clusters Score -1580545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1580543.750000 Penalty: 4628.553711
	Iteration 51Q: 3 clusters Score -1580544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1580543.750000 Penalty: 4628.553711
	Iteration 52Q: 3 clusters Score -1580544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1580543.750000 Penalty: 4628.553711
	Iteration 53F: 3 clusters Score -1580544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Entering Unmasked Estep 
Score: -4410618.000000 Penalty: 2543.612305
	Iteration 0F: 2 clusters Score -4410618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4390986.000000 Penalty: 5087.224609
	Iteration 0F: 3 clusters Score -4390986 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4397766.500000 Penalty: 5087.224609
	Iteration 1F: 3 clusters Score -4397766 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4398262.500000 Penalty: 5087.224609
	Iteration 2Q: 3 clusters Score -4398262 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4398835.000000 Penalty: 5087.224609
	Iteration 3Q: 3 clusters Score -4398835 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4399656.000000 Penalty: 5087.224609
	Iteration 4F: 3 clusters Score -4399656 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4400884.000000 Penalty: 5087.224609
	Iteration 5F: 3 clusters Score -4400884 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -4402592.500000 Penalty: 5087.224609
	Iteration 6F: 3 clusters Score -4402592 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4404652.500000 Penalty: 5087.224609
	Iteration 7F: 3 clusters Score -4404652 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4406413.500000 Penalty: 5087.224609
	Iteration 8F: 3 clusters Score -4406414 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4407479.500000 Penalty: 5087.224609
	Iteration 9Q: 3 clusters Score -4407480 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4407977.500000 Penalty: 5087.224609
	Iteration 10Q: 3 clusters Score -4407978 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4408211.000000 Penalty: 5087.224609
	Iteration 11Q: 3 clusters Score -4408211 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4408329.000000 Penalty: 5087.224609
	Iteration 12Q: 3 clusters Score -4408329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4408412.500000 Penalty: 5087.224609
	Iteration 13Q: 3 clusters Score -4408412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4408437.500000 Penalty: 5087.224609
	Iteration 14Q: 3 clusters Score -4408438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4408470.000000 Penalty: 5087.224609
	Iteration 15Q: 3 clusters Score -4408470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4408489.500000 Penalty: 5087.224609
	Iteration 16Q: 3 clusters Score -4408490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4408510.000000 Penalty: 5087.224609
	Iteration 17Q: 3 clusters Score -4408510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4408523.000000 Penalty: 5087.224609
	Iteration 18Q: 3 clusters Score -4408523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4408531.000000 Penalty: 5087.224609
	Iteration 19Q: 3 clusters Score -4408531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4408541.000000 Penalty: 5087.224609
	Iteration 20F: 3 clusters Score -4408541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4408548.500000 Penalty: 5087.224609
	Iteration 21Q: 3 clusters Score -4408548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4408552.000000 Penalty: 5087.224609
	Iteration 22Q: 3 clusters Score -4408552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4408562.500000 Penalty: 5087.224609
	Iteration 23Q: 3 clusters Score -4408562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4408569.500000 Penalty: 5087.224609
	Iteration 24Q: 3 clusters Score -4408570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4408572.500000 Penalty: 5087.224609
	Iteration 25Q: 3 clusters Score -4408572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4408574.000000 Penalty: 5087.224609
	Iteration 26Q: 3 clusters Score -4408574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4408575.500000 Penalty: 5087.224609
	Iteration 27Q: 3 clusters Score -4408576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4408575.000000 Penalty: 5087.224609
	Iteration 28Q: 3 clusters Score -4408575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4408578.500000 Penalty: 5087.224609
	Iteration 29Q: 3 clusters Score -4408578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4408582.000000 Penalty: 5087.224609
	Iteration 30Q: 3 clusters Score -4408582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4408582.000000 Penalty: 5087.224609
	Iteration 31F: 3 clusters Score -4408582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Entering Unmasked Estep 
Score: -15730539.000000 Penalty: 2860.565918
	Iteration 0F: 2 clusters Score -1.573054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -15666898.000000 Penalty: 5721.131836
	Iteration 0F: 3 clusters Score -1.56669e+07 nChanged 48397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -15694245.000000 Penalty: 5721.131836
	Iteration 1F: 3 clusters Score -1.569424e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -15694998.000000 Penalty: 5721.131836
	Iteration 2Q: 3 clusters Score -1.5695e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -15695772.000000 Penalty: 5721.131836
	Iteration 3Q: 3 clusters Score -1.569577e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -15696896.000000 Penalty: 5721.131836
	Iteration 4Q: 3 clusters Score -1.56969e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -15698492.000000 Penalty: 5721.131836
	Iteration 5Q: 3 clusters Score -1.569849e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -15700941.000000 Penalty: 5721.131836
	Iteration 6F: 3 clusters Score -1.570094e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -15704933.000000 Penalty: 5721.131836
	Iteration 7F: 3 clusters Score -1.570493e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -15710781.000000 Penalty: 5721.131836
	Iteration 8F: 3 clusters Score -1.571078e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -15717615.000000 Penalty: 5721.131836
	Iteration 9F: 3 clusters Score -1.571762e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -15723094.000000 Penalty: 5721.131836
	Iteration 10F: 3 clusters Score -1.572309e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -15726262.000000 Penalty: 5721.131836
	Iteration 11Q: 3 clusters Score -1.572626e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -15727821.000000 Penalty: 5721.131836
	Iteration 12Q: 3 clusters Score -1.572782e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -15728450.000000 Penalty: 5721.131836
	Iteration 13Q: 3 clusters Score -1.572845e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -15728630.000000 Penalty: 5721.131836
	Iteration 14Q: 3 clusters Score -1.572863e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -15728768.000000 Penalty: 5721.131836
	Iteration 15Q: 3 clusters Score -1.572877e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -15728861.000000 Penalty: 5721.131836
	Iteration 16Q: 3 clusters Score -1.572886e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -15728903.000000 Penalty: 5721.131836
	Iteration 17Q: 3 clusters Score -1.57289e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15728855.000000 Penalty: 5721.131836
	Iteration 18Q: 3 clusters Score -1.572886e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -15728864.000000 Penalty: 5721.131836
	Iteration 19Q: 3 clusters Score -1.572886e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -15728843.000000 Penalty: 5721.131836
	Iteration 20F: 3 clusters Score -1.572884e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -15728856.000000 Penalty: 5721.131836
	Iteration 21Q: 3 clusters Score -1.572886e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -15728910.000000 Penalty: 5721.131836
	Iteration 22Q: 3 clusters Score -1.572891e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -15728901.000000 Penalty: 5721.131836
	Iteration 23Q: 3 clusters Score -1.57289e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15728864.000000 Penalty: 5721.131836
	Iteration 24Q: 3 clusters Score -1.572886e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -15728862.000000 Penalty: 5721.131836
	Iteration 25Q: 3 clusters Score -1.572886e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -15728824.000000 Penalty: 5721.131836
	Iteration 26Q: 3 clusters Score -1.572882e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -15728820.000000 Penalty: 5721.131836
	Iteration 27Q: 3 clusters Score -1.572882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15728807.000000 Penalty: 5721.131836
	Iteration 28Q: 3 clusters Score -1.572881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15728783.000000 Penalty: 5721.131836
	Iteration 29Q: 3 clusters Score -1.572878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15728755.000000 Penalty: 5721.131836
	Iteration 30Q: 3 clusters Score -1.572876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15728762.000000 Penalty: 5721.131836
	Iteration 31Q: 3 clusters Score -1.572876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15728743.000000 Penalty: 5721.131836
	Iteration 32Q: 3 clusters Score -1.572874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -15728787.000000 Penalty: 5721.131836
	Iteration 33Q: 3 clusters Score -1.572879e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15728761.000000 Penalty: 5721.131836
	Iteration 34Q: 3 clusters Score -1.572876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15728769.000000 Penalty: 5721.131836
	Iteration 35Q: 3 clusters Score -1.572877e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -15728769.000000 Penalty: 5721.131836
	Iteration 36Q: 3 clusters Score -1.572877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15728754.000000 Penalty: 5721.131836
	Iteration 37Q: 3 clusters Score -1.572875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15728743.000000 Penalty: 5721.131836
	Iteration 38Q: 3 clusters Score -1.572874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15728740.000000 Penalty: 5721.131836
	Iteration 39Q: 3 clusters Score -1.572874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15728709.000000 Penalty: 5721.131836
	Iteration 40F: 3 clusters Score -1.572871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15728705.000000 Penalty: 5721.131836
	Iteration 41Q: 3 clusters Score -1.57287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15728710.000000 Penalty: 5721.131836
	Iteration 42Q: 3 clusters Score -1.572871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15728726.000000 Penalty: 5721.131836
	Iteration 43Q: 3 clusters Score -1.572873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15728727.000000 Penalty: 5721.131836
	Iteration 44Q: 3 clusters Score -1.572873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15728723.000000 Penalty: 5721.131836
	Iteration 45Q: 3 clusters Score -1.572872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15728710.000000 Penalty: 5721.131836
	Iteration 46Q: 3 clusters Score -1.572871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15728714.000000 Penalty: 5721.131836
	Iteration 47Q: 3 clusters Score -1.572871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15728704.000000 Penalty: 5721.131836
	Iteration 48Q: 3 clusters Score -1.57287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15728716.000000 Penalty: 5721.131836
	Iteration 49Q: 3 clusters Score -1.572872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15728728.000000 Penalty: 5721.131836
	Iteration 50Q: 3 clusters Score -1.572873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15728734.000000 Penalty: 5721.131836
	Iteration 51Q: 3 clusters Score -1.572873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15728728.000000 Penalty: 5721.131836
	Iteration 52Q: 3 clusters Score -1.572873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -15728718.000000 Penalty: 5721.131836
	Iteration 53Q: 3 clusters Score -1.572872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15728722.000000 Penalty: 5721.131836
	Iteration 54Q: 3 clusters Score -1.572872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15728715.000000 Penalty: 5721.131836
	Iteration 55Q: 3 clusters Score -1.572872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15728723.000000 Penalty: 5721.131836
	Iteration 56Q: 3 clusters Score -1.572872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15728708.000000 Penalty: 5721.131836
	Iteration 57Q: 3 clusters Score -1.572871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15728715.000000 Penalty: 5721.131836
	Iteration 58Q: 3 clusters Score -1.572872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15728717.000000 Penalty: 5721.131836
	Iteration 59Q: 3 clusters Score -1.572872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15728722.000000 Penalty: 5721.131836
	Iteration 60F: 3 clusters Score -1.572872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15728743.000000 Penalty: 5721.131836
	Iteration 61Q: 3 clusters Score -1.572874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15728769.000000 Penalty: 5721.131836
	Iteration 62Q: 3 clusters Score -1.572877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15728753.000000 Penalty: 5721.131836
	Iteration 63Q: 3 clusters Score -1.572875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15728752.000000 Penalty: 5721.131836
	Iteration 64Q: 3 clusters Score -1.572875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15728750.000000 Penalty: 5721.131836
	Iteration 65Q: 3 clusters Score -1.572875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100795 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15728745.000000 Penalty: 5721.131836
	Iteration 66Q: 3 clusters Score -1.572874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15728734.000000 Penalty: 5721.131836
	Iteration 67Q: 3 clusters Score -1.572873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15728738.000000 Penalty: 5721.131836
	Iteration 68Q: 3 clusters Score -1.572874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15728756.000000 Penalty: 5721.131836
	Iteration 69Q: 3 clusters Score -1.572876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15728760.000000 Penalty: 5721.131836
	Iteration 70Q: 3 clusters Score -1.572876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15728761.000000 Penalty: 5721.131836
	Iteration 71Q: 3 clusters Score -1.572876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15728762.000000 Penalty: 5721.131836
	Iteration 72Q: 3 clusters Score -1.572876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15728761.000000 Penalty: 5721.131836
	Iteration 73Q: 3 clusters Score -1.572876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15728772.000000 Penalty: 5721.131836
	Iteration 74Q: 3 clusters Score -1.572877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15728772.000000 Penalty: 5721.131836
	Iteration 75Q: 3 clusters Score -1.572877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15728780.000000 Penalty: 5721.131836
	Iteration 76Q: 3 clusters Score -1.572878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15728778.000000 Penalty: 5721.131836
	Iteration 77Q: 3 clusters Score -1.572878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15728775.000000 Penalty: 5721.131836
	Iteration 78Q: 3 clusters Score -1.572878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15728778.000000 Penalty: 5721.131836
	Iteration 79Q: 3 clusters Score -1.572878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15728788.000000 Penalty: 5721.131836
	Iteration 80F: 3 clusters Score -1.572879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15728774.000000 Penalty: 5721.131836
	Iteration 81Q: 3 clusters Score -1.572877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15728766.000000 Penalty: 5721.131836
	Iteration 82Q: 3 clusters Score -1.572877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15728768.000000 Penalty: 5721.131836
	Iteration 83Q: 3 clusters Score -1.572877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15728780.000000 Penalty: 5721.131836
	Iteration 84Q: 3 clusters Score -1.572878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15728782.000000 Penalty: 5721.131836
	Iteration 85Q: 3 clusters Score -1.572878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15728780.000000 Penalty: 5721.131836
	Iteration 86Q: 3 clusters Score -1.572878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15728778.000000 Penalty: 5721.131836
	Iteration 87Q: 3 clusters Score -1.572878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15728795.000000 Penalty: 5721.131836
	Iteration 88Q: 3 clusters Score -1.57288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15728788.000000 Penalty: 5721.131836
	Iteration 89Q: 3 clusters Score -1.572879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15728783.000000 Penalty: 5721.131836
	Iteration 90Q: 3 clusters Score -1.572878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15728799.000000 Penalty: 5721.131836
	Iteration 91Q: 3 clusters Score -1.57288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15728804.000000 Penalty: 5721.131836
	Iteration 92Q: 3 clusters Score -1.57288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15728797.000000 Penalty: 5721.131836
	Iteration 93Q: 3 clusters Score -1.57288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15728798.000000 Penalty: 5721.131836
	Iteration 94Q: 3 clusters Score -1.57288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15728793.000000 Penalty: 5721.131836
	Iteration 95Q: 3 clusters Score -1.572879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15728797.000000 Penalty: 5721.131836
	Iteration 96Q: 3 clusters Score -1.57288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15728797.000000 Penalty: 5721.131836
	Iteration 97Q: 3 clusters Score -1.57288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15728794.000000 Penalty: 5721.131836
	Iteration 98Q: 3 clusters Score -1.572879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15728794.000000 Penalty: 5721.131836
	Iteration 99F: 3 clusters Score -1.572879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 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 584 members 
Entering Unmasked Estep 
Score: -160910.296875 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160910.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161951.921875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161951.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162755.921875 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162755.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -163090.187500 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -163090.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -163280.953125 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -163281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163427.906250 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -163427.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -163553.718750 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163553.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163669.125000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163669.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163797.812500 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163912.562500 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163975.000000 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -164000.671875 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -164000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164026.890625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -164026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164030.453125 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -164030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -164035.968750 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -164036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -164052.171875 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -164052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164057.109375 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -164057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -164060.171875 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -164060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164062.390625 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -164062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164062.390625 Penalty: 3514.606934
	Iteration 19F: 3 clusters Score -164062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 102185 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117180 members 
Mstep: Class 11 contains 106007 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97605 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65278 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109692 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
Score: -137780144.000000 Penalty: 95326.062500
Splitting cluster 6 changes total score from -137780592.000000 to -137780144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (65460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Entering Unmasked Estep 
Score: -10215319.000000 Penalty: 2750.120117
	Iteration 0F: 2 clusters Score -1.021532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -10171706.000000 Penalty: 5500.240234
	Iteration 0F: 3 clusters Score -1.017171e+07 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -10188508.000000 Penalty: 5500.240234
	Iteration 1F: 3 clusters Score -1.018851e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -10189155.000000 Penalty: 5500.240234
	Iteration 2Q: 3 clusters Score -1.018916e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -10189841.000000 Penalty: 5500.240234
	Iteration 3Q: 3 clusters Score -1.018984e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -10190642.000000 Penalty: 5500.240234
	Iteration 4Q: 3 clusters Score -1.019064e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -10191792.000000 Penalty: 5500.240234
	Iteration 5Q: 3 clusters Score -1.019179e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -10193247.000000 Penalty: 5500.240234
	Iteration 6Q: 3 clusters Score -1.019325e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -10195077.000000 Penalty: 5500.240234
	Iteration 7F: 3 clusters Score -1.019508e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -10197387.000000 Penalty: 5500.240234
	Iteration 8F: 3 clusters Score -1.019739e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -10200248.000000 Penalty: 5500.240234
	Iteration 9F: 3 clusters Score -1.020025e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -10203099.000000 Penalty: 5500.240234
	Iteration 10F: 3 clusters Score -1.02031e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -10205508.000000 Penalty: 5500.240234
	Iteration 11Q: 3 clusters Score -1.020551e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -10207081.000000 Penalty: 5500.240234
	Iteration 12Q: 3 clusters Score -1.020708e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -10208118.000000 Penalty: 5500.240234
	Iteration 13Q: 3 clusters Score -1.020812e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -10208914.000000 Penalty: 5500.240234
	Iteration 14Q: 3 clusters Score -1.020891e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -10209615.000000 Penalty: 5500.240234
	Iteration 15Q: 3 clusters Score -1.020962e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -10210200.000000 Penalty: 5500.240234
	Iteration 16Q: 3 clusters Score -1.02102e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -10210706.000000 Penalty: 5500.240234
	Iteration 17Q: 3 clusters Score -1.021071e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -10211186.000000 Penalty: 5500.240234
	Iteration 18Q: 3 clusters Score -1.021119e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10211566.000000 Penalty: 5500.240234
	Iteration 19Q: 3 clusters Score -1.021157e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10211880.000000 Penalty: 5500.240234
	Iteration 20F: 3 clusters Score -1.021188e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10212113.000000 Penalty: 5500.240234
	Iteration 21Q: 3 clusters Score -1.021211e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10212346.000000 Penalty: 5500.240234
	Iteration 22Q: 3 clusters Score -1.021235e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10212493.000000 Penalty: 5500.240234
	Iteration 23Q: 3 clusters Score -1.021249e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10212619.000000 Penalty: 5500.240234
	Iteration 24Q: 3 clusters Score -1.021262e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10212734.000000 Penalty: 5500.240234
	Iteration 25Q: 3 clusters Score -1.021273e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10212793.000000 Penalty: 5500.240234
	Iteration 26Q: 3 clusters Score -1.021279e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10212851.000000 Penalty: 5500.240234
	Iteration 27Q: 3 clusters Score -1.021285e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10212915.000000 Penalty: 5500.240234
	Iteration 28Q: 3 clusters Score -1.021292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10212971.000000 Penalty: 5500.240234
	Iteration 29Q: 3 clusters Score -1.021297e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10213021.000000 Penalty: 5500.240234
	Iteration 30Q: 3 clusters Score -1.021302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10213044.000000 Penalty: 5500.240234
	Iteration 31Q: 3 clusters Score -1.021304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10213066.000000 Penalty: 5500.240234
	Iteration 32Q: 3 clusters Score -1.021307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10213093.000000 Penalty: 5500.240234
	Iteration 33Q: 3 clusters Score -1.021309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10213112.000000 Penalty: 5500.240234
	Iteration 34Q: 3 clusters Score -1.021311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10213113.000000 Penalty: 5500.240234
	Iteration 35Q: 3 clusters Score -1.021311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10213113.000000 Penalty: 5500.240234
	Iteration 36Q: 3 clusters Score -1.021311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10213123.000000 Penalty: 5500.240234
	Iteration 37Q: 3 clusters Score -1.021312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10213140.000000 Penalty: 5500.240234
	Iteration 38Q: 3 clusters Score -1.021314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10213133.000000 Penalty: 5500.240234
	Iteration 39Q: 3 clusters Score -1.021313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10213128.000000 Penalty: 5500.240234
	Iteration 40F: 3 clusters Score -1.021313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10213130.000000 Penalty: 5500.240234
	Iteration 41Q: 3 clusters Score -1.021313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10213130.000000 Penalty: 5500.240234
	Iteration 42F: 3 clusters Score -1.021313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17632.812500 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17632.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17726.224609 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17726.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17763.199219 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17780.181641 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17780.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17787.595703 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -17787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17806.779297 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -17806.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17810.156250 Penalty: 2594.629883
	Iteration 6Q: 3 clusters Score -17810.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17810.156250 Penalty: 2594.629883
	Iteration 7F: 3 clusters Score -17810.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Entering Unmasked Estep 
Score: -5466225.000000 Penalty: 2599.322754
	Iteration 0F: 2 clusters Score -5466225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5442057.500000 Penalty: 5198.645508
	Iteration 0F: 3 clusters Score -5442058 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5451045.500000 Penalty: 5198.645508
	Iteration 1F: 3 clusters Score -5451046 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5451856.000000 Penalty: 5198.645508
	Iteration 2F: 3 clusters Score -5451856 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5452907.500000 Penalty: 5198.645508
	Iteration 3F: 3 clusters Score -5452908 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -5454330.500000 Penalty: 5198.645508
	Iteration 4F: 3 clusters Score -5454330 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5456244.000000 Penalty: 5198.645508
	Iteration 5F: 3 clusters Score -5456244 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5458335.500000 Penalty: 5198.645508
	Iteration 6F: 3 clusters Score -5458336 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -5460305.000000 Penalty: 5198.645508
	Iteration 7F: 3 clusters Score -5460305 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5461886.000000 Penalty: 5198.645508
	Iteration 8Q: 3 clusters Score -5461886 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -5462943.500000 Penalty: 5198.645508
	Iteration 9Q: 3 clusters Score -5462944 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -5463453.500000 Penalty: 5198.645508
	Iteration 10Q: 3 clusters Score -5463454 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5463714.500000 Penalty: 5198.645508
	Iteration 11Q: 3 clusters Score -5463714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5463871.500000 Penalty: 5198.645508
	Iteration 12Q: 3 clusters Score -5463872 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5463962.500000 Penalty: 5198.645508
	Iteration 13Q: 3 clusters Score -5463962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -5464014.500000 Penalty: 5198.645508
	Iteration 14Q: 3 clusters Score -5464014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -5464043.500000 Penalty: 5198.645508
	Iteration 15Q: 3 clusters Score -5464044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5464066.500000 Penalty: 5198.645508
	Iteration 16Q: 3 clusters Score -5464066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5464088.500000 Penalty: 5198.645508
	Iteration 17Q: 3 clusters Score -5464088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5464097.000000 Penalty: 5198.645508
	Iteration 18Q: 3 clusters Score -5464097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5464094.500000 Penalty: 5198.645508
	Iteration 19Q: 3 clusters Score -5464094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5464097.500000 Penalty: 5198.645508
	Iteration 20F: 3 clusters Score -5464098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -5464099.000000 Penalty: 5198.645508
	Iteration 21Q: 3 clusters Score -5464099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5464097.000000 Penalty: 5198.645508
	Iteration 22Q: 3 clusters Score -5464097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5464094.000000 Penalty: 5198.645508
	Iteration 23Q: 3 clusters Score -5464094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5464095.000000 Penalty: 5198.645508
	Iteration 24Q: 3 clusters Score -5464095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5464097.000000 Penalty: 5198.645508
	Iteration 25Q: 3 clusters Score -5464097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5464092.000000 Penalty: 5198.645508
	Iteration 26Q: 3 clusters Score -5464092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5464093.500000 Penalty: 5198.645508
	Iteration 27Q: 3 clusters Score -5464094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5464095.500000 Penalty: 5198.645508
	Iteration 28Q: 3 clusters Score -5464096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -5464097.000000 Penalty: 5198.645508
	Iteration 29Q: 3 clusters Score -5464097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5464100.000000 Penalty: 5198.645508
	Iteration 30Q: 3 clusters Score -5464100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5464100.000000 Penalty: 5198.645508
	Iteration 31F: 3 clusters Score -5464100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Entering Unmasked Estep 
Score: -18035686.000000 Penalty: 2894.523682
	Iteration 0F: 2 clusters Score -1.803569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -17961108.000000 Penalty: 5789.047363
	Iteration 0F: 3 clusters Score -1.796111e+07 nChanged 55564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -17992970.000000 Penalty: 5789.047363
	Iteration 1F: 3 clusters Score -1.799297e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -17994132.000000 Penalty: 5789.047363
	Iteration 2Q: 3 clusters Score -1.799413e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -17995536.000000 Penalty: 5789.047363
	Iteration 3Q: 3 clusters Score -1.799554e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -17998164.000000 Penalty: 5789.047363
	Iteration 4Q: 3 clusters Score -1.799816e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -18002518.000000 Penalty: 5789.047363
	Iteration 5F: 3 clusters Score -1.800252e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -18009154.000000 Penalty: 5789.047363
	Iteration 6F: 3 clusters Score -1.800915e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -18016970.000000 Penalty: 5789.047363
	Iteration 7F: 3 clusters Score -1.801697e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -18024276.000000 Penalty: 5789.047363
	Iteration 8F: 3 clusters Score -1.802428e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -18029250.000000 Penalty: 5789.047363
	Iteration 9Q: 3 clusters Score -1.802925e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -18031696.000000 Penalty: 5789.047363
	Iteration 10Q: 3 clusters Score -1.80317e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -18032810.000000 Penalty: 5789.047363
	Iteration 11Q: 3 clusters Score -1.803281e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -18033590.000000 Penalty: 5789.047363
	Iteration 12Q: 3 clusters Score -1.803359e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -18034078.000000 Penalty: 5789.047363
	Iteration 13Q: 3 clusters Score -1.803408e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -18034472.000000 Penalty: 5789.047363
	Iteration 14Q: 3 clusters Score -1.803447e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -18034764.000000 Penalty: 5789.047363
	Iteration 15Q: 3 clusters Score -1.803476e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -18035014.000000 Penalty: 5789.047363
	Iteration 16Q: 3 clusters Score -1.803501e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -18035226.000000 Penalty: 5789.047363
	Iteration 17Q: 3 clusters Score -1.803523e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105472 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -18035376.000000 Penalty: 5789.047363
	Iteration 18Q: 3 clusters Score -1.803538e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -18035500.000000 Penalty: 5789.047363
	Iteration 19Q: 3 clusters Score -1.80355e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -18035528.000000 Penalty: 5789.047363
	Iteration 20F: 3 clusters Score -1.803553e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -18035670.000000 Penalty: 5789.047363
	Iteration 21Q: 3 clusters Score -1.803567e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -18035650.000000 Penalty: 5789.047363
	Iteration 22Q: 3 clusters Score -1.803565e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -18035654.000000 Penalty: 5789.047363
	Iteration 23Q: 3 clusters Score -1.803565e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -18035638.000000 Penalty: 5789.047363
	Iteration 24Q: 3 clusters Score -1.803564e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -18035550.000000 Penalty: 5789.047363
	Iteration 25Q: 3 clusters Score -1.803555e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -18035516.000000 Penalty: 5789.047363
	Iteration 26Q: 3 clusters Score -1.803552e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -18035560.000000 Penalty: 5789.047363
	Iteration 27Q: 3 clusters Score -1.803556e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110848 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -18035530.000000 Penalty: 5789.047363
	Iteration 28Q: 3 clusters Score -1.803553e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -18035486.000000 Penalty: 5789.047363
	Iteration 29Q: 3 clusters Score -1.803549e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -18035416.000000 Penalty: 5789.047363
	Iteration 30Q: 3 clusters Score -1.803542e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -18035280.000000 Penalty: 5789.047363
	Iteration 31Q: 3 clusters Score -1.803528e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -18035184.000000 Penalty: 5789.047363
	Iteration 32Q: 3 clusters Score -1.803518e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -18035160.000000 Penalty: 5789.047363
	Iteration 33Q: 3 clusters Score -1.803516e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -18035144.000000 Penalty: 5789.047363
	Iteration 34Q: 3 clusters Score -1.803514e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -18035134.000000 Penalty: 5789.047363
	Iteration 35Q: 3 clusters Score -1.803513e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -18035082.000000 Penalty: 5789.047363
	Iteration 36Q: 3 clusters Score -1.803508e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -18035028.000000 Penalty: 5789.047363
	Iteration 37Q: 3 clusters Score -1.803503e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -18034956.000000 Penalty: 5789.047363
	Iteration 38Q: 3 clusters Score -1.803496e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113523 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -18034908.000000 Penalty: 5789.047363
	Iteration 39Q: 3 clusters Score -1.803491e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -18034878.000000 Penalty: 5789.047363
	Iteration 40F: 3 clusters Score -1.803488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18034848.000000 Penalty: 5789.047363
	Iteration 41Q: 3 clusters Score -1.803485e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18034794.000000 Penalty: 5789.047363
	Iteration 42Q: 3 clusters Score -1.803479e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -18034768.000000 Penalty: 5789.047363
	Iteration 43Q: 3 clusters Score -1.803477e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -18034720.000000 Penalty: 5789.047363
	Iteration 44Q: 3 clusters Score -1.803472e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -18034684.000000 Penalty: 5789.047363
	Iteration 45Q: 3 clusters Score -1.803468e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18034664.000000 Penalty: 5789.047363
	Iteration 46Q: 3 clusters Score -1.803466e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -18034648.000000 Penalty: 5789.047363
	Iteration 47Q: 3 clusters Score -1.803465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -18034650.000000 Penalty: 5789.047363
	Iteration 48Q: 3 clusters Score -1.803465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18034620.000000 Penalty: 5789.047363
	Iteration 49Q: 3 clusters Score -1.803462e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -18034620.000000 Penalty: 5789.047363
	Iteration 50Q: 3 clusters Score -1.803462e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -18034598.000000 Penalty: 5789.047363
	Iteration 51Q: 3 clusters Score -1.80346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114581 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -18034608.000000 Penalty: 5789.047363
	Iteration 52Q: 3 clusters Score -1.803461e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -18034618.000000 Penalty: 5789.047363
	Iteration 53Q: 3 clusters Score -1.803462e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -18034618.000000 Penalty: 5789.047363
	Iteration 54Q: 3 clusters Score -1.803462e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -18034646.000000 Penalty: 5789.047363
	Iteration 55Q: 3 clusters Score -1.803465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -18034614.000000 Penalty: 5789.047363
	Iteration 56Q: 3 clusters Score -1.803461e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18034620.000000 Penalty: 5789.047363
	Iteration 57Q: 3 clusters Score -1.803462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18034572.000000 Penalty: 5789.047363
	Iteration 58Q: 3 clusters Score -1.803457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114926 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -18034550.000000 Penalty: 5789.047363
	Iteration 59Q: 3 clusters Score -1.803455e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -18034518.000000 Penalty: 5789.047363
	Iteration 60F: 3 clusters Score -1.803452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -18034498.000000 Penalty: 5789.047363
	Iteration 61Q: 3 clusters Score -1.80345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -18034484.000000 Penalty: 5789.047363
	Iteration 62Q: 3 clusters Score -1.803448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18034478.000000 Penalty: 5789.047363
	Iteration 63Q: 3 clusters Score -1.803448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18034496.000000 Penalty: 5789.047363
	Iteration 64Q: 3 clusters Score -1.80345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -18034478.000000 Penalty: 5789.047363
	Iteration 65Q: 3 clusters Score -1.803448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -18034468.000000 Penalty: 5789.047363
	Iteration 66Q: 3 clusters Score -1.803447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -18034498.000000 Penalty: 5789.047363
	Iteration 67Q: 3 clusters Score -1.80345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -18034476.000000 Penalty: 5789.047363
	Iteration 68Q: 3 clusters Score -1.803448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -18034448.000000 Penalty: 5789.047363
	Iteration 69Q: 3 clusters Score -1.803445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -18034466.000000 Penalty: 5789.047363
	Iteration 70Q: 3 clusters Score -1.803447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -18034456.000000 Penalty: 5789.047363
	Iteration 71Q: 3 clusters Score -1.803446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -18034472.000000 Penalty: 5789.047363
	Iteration 72Q: 3 clusters Score -1.803447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -18034474.000000 Penalty: 5789.047363
	Iteration 73Q: 3 clusters Score -1.803447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18034470.000000 Penalty: 5789.047363
	Iteration 74Q: 3 clusters Score -1.803447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18034494.000000 Penalty: 5789.047363
	Iteration 75Q: 3 clusters Score -1.803449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18034480.000000 Penalty: 5789.047363
	Iteration 76Q: 3 clusters Score -1.803448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18034472.000000 Penalty: 5789.047363
	Iteration 77Q: 3 clusters Score -1.803447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18034474.000000 Penalty: 5789.047363
	Iteration 78Q: 3 clusters Score -1.803447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18034458.000000 Penalty: 5789.047363
	Iteration 79Q: 3 clusters Score -1.803446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -18034448.000000 Penalty: 5789.047363
	Iteration 80F: 3 clusters Score -1.803445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -18034446.000000 Penalty: 5789.047363
	Iteration 81Q: 3 clusters Score -1.803445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -18034450.000000 Penalty: 5789.047363
	Iteration 82Q: 3 clusters Score -1.803445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115282 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18034446.000000 Penalty: 5789.047363
	Iteration 83Q: 3 clusters Score -1.803445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -18034440.000000 Penalty: 5789.047363
	Iteration 84Q: 3 clusters Score -1.803444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18034442.000000 Penalty: 5789.047363
	Iteration 85Q: 3 clusters Score -1.803444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18034442.000000 Penalty: 5789.047363
	Iteration 86F: 3 clusters Score -1.803444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Entering Unmasked Estep 
Score: -16301056.000000 Penalty: 2869.672607
	Iteration 0F: 2 clusters Score -1.630106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -16233467.000000 Penalty: 5739.345215
	Iteration 0F: 3 clusters Score -1.623347e+07 nChanged 50080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -16262405.000000 Penalty: 5739.345215
	Iteration 1F: 3 clusters Score -1.62624e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -16263487.000000 Penalty: 5739.345215
	Iteration 2Q: 3 clusters Score -1.626349e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -16264923.000000 Penalty: 5739.345215
	Iteration 3Q: 3 clusters Score -1.626492e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -16266817.000000 Penalty: 5739.345215
	Iteration 4Q: 3 clusters Score -1.626682e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -16269511.000000 Penalty: 5739.345215
	Iteration 5Q: 3 clusters Score -1.626951e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -16273628.000000 Penalty: 5739.345215
	Iteration 6F: 3 clusters Score -1.627363e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -16279083.000000 Penalty: 5739.345215
	Iteration 7F: 3 clusters Score -1.627908e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -16285610.000000 Penalty: 5739.345215
	Iteration 8F: 3 clusters Score -1.628561e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -16290421.000000 Penalty: 5739.345215
	Iteration 9F: 3 clusters Score -1.629042e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -16293053.000000 Penalty: 5739.345215
	Iteration 10Q: 3 clusters Score -1.629305e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -16294306.000000 Penalty: 5739.345215
	Iteration 11Q: 3 clusters Score -1.629431e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -16295202.000000 Penalty: 5739.345215
	Iteration 12Q: 3 clusters Score -1.62952e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -16295791.000000 Penalty: 5739.345215
	Iteration 13Q: 3 clusters Score -1.629579e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -16296427.000000 Penalty: 5739.345215
	Iteration 14Q: 3 clusters Score -1.629643e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -16296976.000000 Penalty: 5739.345215
	Iteration 15Q: 3 clusters Score -1.629698e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -16297392.000000 Penalty: 5739.345215
	Iteration 16Q: 3 clusters Score -1.629739e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -16297747.000000 Penalty: 5739.345215
	Iteration 17Q: 3 clusters Score -1.629775e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -16298044.000000 Penalty: 5739.345215
	Iteration 18Q: 3 clusters Score -1.629804e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -16298371.000000 Penalty: 5739.345215
	Iteration 19Q: 3 clusters Score -1.629837e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -16298658.000000 Penalty: 5739.345215
	Iteration 20F: 3 clusters Score -1.629866e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -16298958.000000 Penalty: 5739.345215
	Iteration 21Q: 3 clusters Score -1.629896e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -16299284.000000 Penalty: 5739.345215
	Iteration 22Q: 3 clusters Score -1.629928e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -16299546.000000 Penalty: 5739.345215
	Iteration 23Q: 3 clusters Score -1.629955e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -16299803.000000 Penalty: 5739.345215
	Iteration 24Q: 3 clusters Score -1.62998e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -16299958.000000 Penalty: 5739.345215
	Iteration 25Q: 3 clusters Score -1.629996e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -16300068.000000 Penalty: 5739.345215
	Iteration 26Q: 3 clusters Score -1.630007e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -16300227.000000 Penalty: 5739.345215
	Iteration 27Q: 3 clusters Score -1.630023e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -16300435.000000 Penalty: 5739.345215
	Iteration 28Q: 3 clusters Score -1.630044e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -16300527.000000 Penalty: 5739.345215
	Iteration 29Q: 3 clusters Score -1.630053e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -16300721.000000 Penalty: 5739.345215
	Iteration 30Q: 3 clusters Score -1.630072e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -16300796.000000 Penalty: 5739.345215
	Iteration 31Q: 3 clusters Score -1.63008e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -16300983.000000 Penalty: 5739.345215
	Iteration 32Q: 3 clusters Score -1.630098e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -16301113.000000 Penalty: 5739.345215
	Iteration 33Q: 3 clusters Score -1.630111e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -16301236.000000 Penalty: 5739.345215
	Iteration 34Q: 3 clusters Score -1.630124e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -16301339.000000 Penalty: 5739.345215
	Iteration 35Q: 3 clusters Score -1.630134e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -16301454.000000 Penalty: 5739.345215
	Iteration 36Q: 3 clusters Score -1.630145e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -16301517.000000 Penalty: 5739.345215
	Iteration 37Q: 3 clusters Score -1.630152e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -16301633.000000 Penalty: 5739.345215
	Iteration 38Q: 3 clusters Score -1.630163e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -16301770.000000 Penalty: 5739.345215
	Iteration 39Q: 3 clusters Score -1.630177e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -16301899.000000 Penalty: 5739.345215
	Iteration 40F: 3 clusters Score -1.63019e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -16301965.000000 Penalty: 5739.345215
	Iteration 41Q: 3 clusters Score -1.630196e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -16302045.000000 Penalty: 5739.345215
	Iteration 42Q: 3 clusters Score -1.630204e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -16302088.000000 Penalty: 5739.345215
	Iteration 43Q: 3 clusters Score -1.630209e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -16302065.000000 Penalty: 5739.345215
	Iteration 44Q: 3 clusters Score -1.630206e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -16302042.000000 Penalty: 5739.345215
	Iteration 45Q: 3 clusters Score -1.630204e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -16302049.000000 Penalty: 5739.345215
	Iteration 46Q: 3 clusters Score -1.630205e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -16302093.000000 Penalty: 5739.345215
	Iteration 47Q: 3 clusters Score -1.630209e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -16302077.000000 Penalty: 5739.345215
	Iteration 48Q: 3 clusters Score -1.630208e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -16301955.000000 Penalty: 5739.345215
	Iteration 49Q: 3 clusters Score -1.630196e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -16301895.000000 Penalty: 5739.345215
	Iteration 50Q: 3 clusters Score -1.63019e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -16301760.000000 Penalty: 5739.345215
	Iteration 51Q: 3 clusters Score -1.630176e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -16301737.000000 Penalty: 5739.345215
	Iteration 52Q: 3 clusters Score -1.630174e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -16301667.000000 Penalty: 5739.345215
	Iteration 53Q: 3 clusters Score -1.630167e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -16301640.000000 Penalty: 5739.345215
	Iteration 54Q: 3 clusters Score -1.630164e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -16301596.000000 Penalty: 5739.345215
	Iteration 55Q: 3 clusters Score -1.63016e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -16301451.000000 Penalty: 5739.345215
	Iteration 56Q: 3 clusters Score -1.630145e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -16301346.000000 Penalty: 5739.345215
	Iteration 57Q: 3 clusters Score -1.630135e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -16301228.000000 Penalty: 5739.345215
	Iteration 58Q: 3 clusters Score -1.630123e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -16301160.000000 Penalty: 5739.345215
	Iteration 59Q: 3 clusters Score -1.630116e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -16301063.000000 Penalty: 5739.345215
	Iteration 60F: 3 clusters Score -1.630106e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -16301000.000000 Penalty: 5739.345215
	Iteration 61Q: 3 clusters Score -1.6301e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -16300941.000000 Penalty: 5739.345215
	Iteration 62Q: 3 clusters Score -1.630094e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -16300900.000000 Penalty: 5739.345215
	Iteration 63Q: 3 clusters Score -1.63009e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -16300819.000000 Penalty: 5739.345215
	Iteration 64Q: 3 clusters Score -1.630082e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -16300772.000000 Penalty: 5739.345215
	Iteration 65Q: 3 clusters Score -1.630077e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -16300738.000000 Penalty: 5739.345215
	Iteration 66Q: 3 clusters Score -1.630074e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -16300675.000000 Penalty: 5739.345215
	Iteration 67Q: 3 clusters Score -1.630068e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -16300616.000000 Penalty: 5739.345215
	Iteration 68Q: 3 clusters Score -1.630062e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -16300582.000000 Penalty: 5739.345215
	Iteration 69Q: 3 clusters Score -1.630058e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -16300508.000000 Penalty: 5739.345215
	Iteration 70Q: 3 clusters Score -1.630051e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -16300495.000000 Penalty: 5739.345215
	Iteration 71Q: 3 clusters Score -1.63005e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -16300423.000000 Penalty: 5739.345215
	Iteration 72Q: 3 clusters Score -1.630042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -16300389.000000 Penalty: 5739.345215
	Iteration 73Q: 3 clusters Score -1.630039e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -16300374.000000 Penalty: 5739.345215
	Iteration 74Q: 3 clusters Score -1.630037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -16300337.000000 Penalty: 5739.345215
	Iteration 75Q: 3 clusters Score -1.630034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -16300308.000000 Penalty: 5739.345215
	Iteration 76Q: 3 clusters Score -1.630031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -16300307.000000 Penalty: 5739.345215
	Iteration 77Q: 3 clusters Score -1.630031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -16300267.000000 Penalty: 5739.345215
	Iteration 78Q: 3 clusters Score -1.630027e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -16300259.000000 Penalty: 5739.345215
	Iteration 79Q: 3 clusters Score -1.630026e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -16300173.000000 Penalty: 5739.345215
	Iteration 80F: 3 clusters Score -1.630017e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -16300147.000000 Penalty: 5739.345215
	Iteration 81Q: 3 clusters Score -1.630015e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -16300113.000000 Penalty: 5739.345215
	Iteration 82Q: 3 clusters Score -1.630011e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -16300094.000000 Penalty: 5739.345215
	Iteration 83Q: 3 clusters Score -1.630009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -16300062.000000 Penalty: 5739.345215
	Iteration 84Q: 3 clusters Score -1.630006e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -16300016.000000 Penalty: 5739.345215
	Iteration 85Q: 3 clusters Score -1.630002e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -16299996.000000 Penalty: 5739.345215
	Iteration 86Q: 3 clusters Score -1.63e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -16299974.000000 Penalty: 5739.345215
	Iteration 87Q: 3 clusters Score -1.629997e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -16299942.000000 Penalty: 5739.345215
	Iteration 88Q: 3 clusters Score -1.629994e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -16299925.000000 Penalty: 5739.345215
	Iteration 89Q: 3 clusters Score -1.629992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -16299939.000000 Penalty: 5739.345215
	Iteration 90Q: 3 clusters Score -1.629994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -16299887.000000 Penalty: 5739.345215
	Iteration 91Q: 3 clusters Score -1.629989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -16299877.000000 Penalty: 5739.345215
	Iteration 92Q: 3 clusters Score -1.629988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 103776 members 
Entering Unmasked Estep 
Score: -16299864.000000 Penalty: 5739.345215
	Iteration 93Q: 3 clusters Score -1.629986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -16299835.000000 Penalty: 5739.345215
	Iteration 94Q: 3 clusters Score -1.629984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 103836 members 
Entering Unmasked Estep 
Score: -16299801.000000 Penalty: 5739.345215
	Iteration 95Q: 3 clusters Score -1.62998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -16299806.000000 Penalty: 5739.345215
	Iteration 96Q: 3 clusters Score -1.629981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -16299798.000000 Penalty: 5739.345215
	Iteration 97Q: 3 clusters Score -1.62998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -16299801.000000 Penalty: 5739.345215
	Iteration 98Q: 3 clusters Score -1.62998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -16299819.000000 Penalty: 5739.345215
	Iteration 99Q: 3 clusters Score -1.629982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -16299793.000000 Penalty: 5739.345215
	Iteration 100F: 3 clusters Score -1.629979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -16299794.000000 Penalty: 5739.345215
	Iteration 101Q: 3 clusters Score -1.629979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -16299784.000000 Penalty: 5739.345215
	Iteration 102Q: 3 clusters Score -1.629978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -16299768.000000 Penalty: 5739.345215
	Iteration 103Q: 3 clusters Score -1.629977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -16299775.000000 Penalty: 5739.345215
	Iteration 104Q: 3 clusters Score -1.629978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -16299764.000000 Penalty: 5739.345215
	Iteration 105Q: 3 clusters Score -1.629976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -16299747.000000 Penalty: 5739.345215
	Iteration 106Q: 3 clusters Score -1.629975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -16299754.000000 Penalty: 5739.345215
	Iteration 107Q: 3 clusters Score -1.629975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -16299734.000000 Penalty: 5739.345215
	Iteration 108Q: 3 clusters Score -1.629973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -16299746.000000 Penalty: 5739.345215
	Iteration 109Q: 3 clusters Score -1.629975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -16299739.000000 Penalty: 5739.345215
	Iteration 110Q: 3 clusters Score -1.629974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -16299739.000000 Penalty: 5739.345215
	Iteration 111Q: 3 clusters Score -1.629974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -16299726.000000 Penalty: 5739.345215
	Iteration 112Q: 3 clusters Score -1.629973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -16299742.000000 Penalty: 5739.345215
	Iteration 113Q: 3 clusters Score -1.629974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -16299728.000000 Penalty: 5739.345215
	Iteration 114Q: 3 clusters Score -1.629973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -16299719.000000 Penalty: 5739.345215
	Iteration 115Q: 3 clusters Score -1.629972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -16299726.000000 Penalty: 5739.345215
	Iteration 116Q: 3 clusters Score -1.629973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -16299728.000000 Penalty: 5739.345215
	Iteration 117Q: 3 clusters Score -1.629973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 104198 members 
Entering Unmasked Estep 
Score: -16299715.000000 Penalty: 5739.345215
	Iteration 118Q: 3 clusters Score -1.629972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -16299696.000000 Penalty: 5739.345215
	Iteration 119Q: 3 clusters Score -1.62997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -16299703.000000 Penalty: 5739.345215
	Iteration 120F: 3 clusters Score -1.62997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -16299704.000000 Penalty: 5739.345215
	Iteration 121Q: 3 clusters Score -1.62997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -16299696.000000 Penalty: 5739.345215
	Iteration 122Q: 3 clusters Score -1.62997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -16299705.000000 Penalty: 5739.345215
	Iteration 123Q: 3 clusters Score -1.62997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -16299697.000000 Penalty: 5739.345215
	Iteration 124Q: 3 clusters Score -1.62997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -16299700.000000 Penalty: 5739.345215
	Iteration 125Q: 3 clusters Score -1.62997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -16299702.000000 Penalty: 5739.345215
	Iteration 126Q: 3 clusters Score -1.62997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -16299697.000000 Penalty: 5739.345215
	Iteration 127Q: 3 clusters Score -1.62997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -16299697.000000 Penalty: 5739.345215
	Iteration 128F: 3 clusters Score -1.62997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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: -19611.138672 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19611.14 nChanged 8
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: -19648.326172 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19648.33 nChanged 2
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: -19659.316406 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19659.32 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: -19662.345703 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -19662.35 nChanged 0
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: -19662.345703 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -19662.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -754702.125000 Penalty: 2118.581299
	Iteration 0F: 2 clusters Score -754702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -750064.000000 Penalty: 4237.162598
	Iteration 0F: 3 clusters Score -750064 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -751321.187500 Penalty: 4237.162598
	Iteration 1F: 3 clusters Score -751321.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -751669.187500 Penalty: 4237.162598
	Iteration 2F: 3 clusters Score -751669.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -751981.187500 Penalty: 4237.162598
	Iteration 3F: 3 clusters Score -751981.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -752307.062500 Penalty: 4237.162598
	Iteration 4F: 3 clusters Score -752307.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -752652.375000 Penalty: 4237.162598
	Iteration 5F: 3 clusters Score -752652.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -752958.937500 Penalty: 4237.162598
	Iteration 6F: 3 clusters Score -752958.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -753203.875000 Penalty: 4237.162598
	Iteration 7F: 3 clusters Score -753203.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -753378.937500 Penalty: 4237.162598
	Iteration 8Q: 3 clusters Score -753378.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -753484.812500 Penalty: 4237.162598
	Iteration 9Q: 3 clusters Score -753484.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -753540.750000 Penalty: 4237.162598
	Iteration 10Q: 3 clusters Score -753540.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -753570.250000 Penalty: 4237.162598
	Iteration 11Q: 3 clusters Score -753570.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -753592.875000 Penalty: 4237.162598
	Iteration 12Q: 3 clusters Score -753592.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -753608.750000 Penalty: 4237.162598
	Iteration 13Q: 3 clusters Score -753608.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -753619.375000 Penalty: 4237.162598
	Iteration 14Q: 3 clusters Score -753619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -753624.062500 Penalty: 4237.162598
	Iteration 15Q: 3 clusters Score -753624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -753625.937500 Penalty: 4237.162598
	Iteration 16Q: 3 clusters Score -753625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -753627.437500 Penalty: 4237.162598
	Iteration 17Q: 3 clusters Score -753627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -753628.375000 Penalty: 4237.162598
	Iteration 18Q: 3 clusters Score -753628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -753628.562500 Penalty: 4237.162598
	Iteration 19Q: 3 clusters Score -753628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -753628.562500 Penalty: 4237.162598
	Iteration 20F: 3 clusters Score -753628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92242.992188 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92242.99 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92496.796875 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92496.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92596.976562 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92596.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92647.390625 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -92647.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92695.179688 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -92695.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92782.109375 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -92782.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92884.968750 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -92884.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92997.164062 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -92997.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93107.968750 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93107.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93213.351562 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93213.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93295.468750 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93295.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93367.609375 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93367.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93450.554688 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -93450.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93548.914062 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -93548.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93719.851562 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -93719.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93895.726562 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -93895.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -93975.609375 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -93975.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94089.812500 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -94089.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94197.578125 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -94197.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94267.257812 Penalty: 3243.634766
	Iteration 19Q: 3 clusters Score -94267.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94311.664062 Penalty: 3243.634766
	Iteration 20F: 3 clusters Score -94311.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94377.242188 Penalty: 3243.634766
	Iteration 21Q: 3 clusters Score -94377.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94391.078125 Penalty: 3243.634766
	Iteration 22Q: 3 clusters Score -94391.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94397.937500 Penalty: 3243.634766
	Iteration 23Q: 3 clusters Score -94397.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94403.210938 Penalty: 3243.634766
	Iteration 24Q: 3 clusters Score -94403.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94406.796875 Penalty: 3243.634766
	Iteration 25Q: 3 clusters Score -94406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94409.523438 Penalty: 3243.634766
	Iteration 26Q: 3 clusters Score -94409.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94418.703125 Penalty: 3243.634766
	Iteration 27Q: 3 clusters Score -94418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94437.468750 Penalty: 3243.634766
	Iteration 28Q: 3 clusters Score -94437.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94444.273438 Penalty: 3243.634766
	Iteration 29Q: 3 clusters Score -94444.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -94451.687500 Penalty: 3243.634766
	Iteration 30Q: 3 clusters Score -94451.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94454.367188 Penalty: 3243.634766
	Iteration 31Q: 3 clusters Score -94454.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94454.367188 Penalty: 3243.634766
	Iteration 32F: 3 clusters Score -94454.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 102185 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117180 members 
Mstep: Class 11 contains 106007 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97605 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65278 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 109692 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
Score: -137779344.000000 Penalty: 95326.062500
Splitting cluster 15 changes total score from -137780592.000000 to -137779344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Entering Unmasked Estep 
Score: -3032189.500000 Penalty: 2454.946289
	Iteration 0F: 2 clusters Score -3032190 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 9972 members 
Entering Unmasked Estep 
Score: -3018182.500000 Penalty: 4909.892578
	Iteration 0F: 3 clusters Score -3018182 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3022682.500000 Penalty: 4909.892578
	Iteration 1F: 3 clusters Score -3022682 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3023070.000000 Penalty: 4909.892578
	Iteration 2F: 3 clusters Score -3023070 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3023337.000000 Penalty: 4909.892578
	Iteration 3Q: 3 clusters Score -3023337 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3023547.750000 Penalty: 4909.892578
	Iteration 4Q: 3 clusters Score -3023548 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3023756.000000 Penalty: 4909.892578
	Iteration 5Q: 3 clusters Score -3023756 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3023949.250000 Penalty: 4909.892578
	Iteration 6Q: 3 clusters Score -3023949 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3024145.500000 Penalty: 4909.892578
	Iteration 7Q: 3 clusters Score -3024146 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3024411.000000 Penalty: 4909.892578
	Iteration 8Q: 3 clusters Score -3024411 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3024764.500000 Penalty: 4909.892578
	Iteration 9Q: 3 clusters Score -3024764 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3025252.750000 Penalty: 4909.892578
	Iteration 10Q: 3 clusters Score -3025253 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3025913.500000 Penalty: 4909.892578
	Iteration 11F: 3 clusters Score -3025914 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3026741.500000 Penalty: 4909.892578
	Iteration 12F: 3 clusters Score -3026742 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3027600.750000 Penalty: 4909.892578
	Iteration 13F: 3 clusters Score -3027601 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3028455.000000 Penalty: 4909.892578
	Iteration 14Q: 3 clusters Score -3028455 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3029173.250000 Penalty: 4909.892578
	Iteration 15Q: 3 clusters Score -3029173 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3029659.250000 Penalty: 4909.892578
	Iteration 16Q: 3 clusters Score -3029659 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3029907.500000 Penalty: 4909.892578
	Iteration 17Q: 3 clusters Score -3029908 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3030057.250000 Penalty: 4909.892578
	Iteration 18Q: 3 clusters Score -3030057 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3030140.500000 Penalty: 4909.892578
	Iteration 19Q: 3 clusters Score -3030140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3030204.500000 Penalty: 4909.892578
	Iteration 20F: 3 clusters Score -3030204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3030251.750000 Penalty: 4909.892578
	Iteration 21Q: 3 clusters Score -3030252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3030293.000000 Penalty: 4909.892578
	Iteration 22Q: 3 clusters Score -3030293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3030311.500000 Penalty: 4909.892578
	Iteration 23Q: 3 clusters Score -3030312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3030327.750000 Penalty: 4909.892578
	Iteration 24Q: 3 clusters Score -3030328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3030336.750000 Penalty: 4909.892578
	Iteration 25Q: 3 clusters Score -3030337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3030346.750000 Penalty: 4909.892578
	Iteration 26Q: 3 clusters Score -3030347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3030361.250000 Penalty: 4909.892578
	Iteration 27Q: 3 clusters Score -3030361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3030365.250000 Penalty: 4909.892578
	Iteration 28Q: 3 clusters Score -3030365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3030368.000000 Penalty: 4909.892578
	Iteration 29Q: 3 clusters Score -3030368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3030372.500000 Penalty: 4909.892578
	Iteration 30Q: 3 clusters Score -3030372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3030369.500000 Penalty: 4909.892578
	Iteration 31Q: 3 clusters Score -3030370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3030374.750000 Penalty: 4909.892578
	Iteration 32Q: 3 clusters Score -3030375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3030379.750000 Penalty: 4909.892578
	Iteration 33Q: 3 clusters Score -3030380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3030379.750000 Penalty: 4909.892578
	Iteration 34Q: 3 clusters Score -3030380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3030382.750000 Penalty: 4909.892578
	Iteration 35Q: 3 clusters Score -3030383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3030386.500000 Penalty: 4909.892578
	Iteration 36Q: 3 clusters Score -3030386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3030386.500000 Penalty: 4909.892578
	Iteration 37F: 3 clusters Score -3030386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Entering Unmasked Estep 
Score: -15026306.000000 Penalty: 2849.193604
	Iteration 0F: 2 clusters Score -1.502631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -14962831.000000 Penalty: 5698.387207
	Iteration 0F: 3 clusters Score -1.496283e+07 nChanged 46127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -14989389.000000 Penalty: 5698.387207
	Iteration 1F: 3 clusters Score -1.498939e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -14990599.000000 Penalty: 5698.387207
	Iteration 2Q: 3 clusters Score -1.49906e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -14992060.000000 Penalty: 5698.387207
	Iteration 3Q: 3 clusters Score -1.499206e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -14994225.000000 Penalty: 5698.387207
	Iteration 4Q: 3 clusters Score -1.499422e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -14996986.000000 Penalty: 5698.387207
	Iteration 5F: 3 clusters Score -1.499699e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -15000595.000000 Penalty: 5698.387207
	Iteration 6F: 3 clusters Score -1.50006e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -15004952.000000 Penalty: 5698.387207
	Iteration 7F: 3 clusters Score -1.500495e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -15009534.000000 Penalty: 5698.387207
	Iteration 8F: 3 clusters Score -1.500953e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -15012741.000000 Penalty: 5698.387207
	Iteration 9F: 3 clusters Score -1.501274e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -15014385.000000 Penalty: 5698.387207
	Iteration 10Q: 3 clusters Score -1.501438e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -15015094.000000 Penalty: 5698.387207
	Iteration 11Q: 3 clusters Score -1.501509e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -15015673.000000 Penalty: 5698.387207
	Iteration 12Q: 3 clusters Score -1.501567e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -15016098.000000 Penalty: 5698.387207
	Iteration 13Q: 3 clusters Score -1.50161e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -15016436.000000 Penalty: 5698.387207
	Iteration 14Q: 3 clusters Score -1.501644e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -15016747.000000 Penalty: 5698.387207
	Iteration 15Q: 3 clusters Score -1.501675e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -15016930.000000 Penalty: 5698.387207
	Iteration 16Q: 3 clusters Score -1.501693e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -15017079.000000 Penalty: 5698.387207
	Iteration 17Q: 3 clusters Score -1.501708e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -15017303.000000 Penalty: 5698.387207
	Iteration 18Q: 3 clusters Score -1.50173e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -15017519.000000 Penalty: 5698.387207
	Iteration 19Q: 3 clusters Score -1.501752e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -15017652.000000 Penalty: 5698.387207
	Iteration 20F: 3 clusters Score -1.501765e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -15017813.000000 Penalty: 5698.387207
	Iteration 21Q: 3 clusters Score -1.501781e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -15018025.000000 Penalty: 5698.387207
	Iteration 22Q: 3 clusters Score -1.501802e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -15018151.000000 Penalty: 5698.387207
	Iteration 23Q: 3 clusters Score -1.501815e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -15018346.000000 Penalty: 5698.387207
	Iteration 24Q: 3 clusters Score -1.501835e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -15018537.000000 Penalty: 5698.387207
	Iteration 25Q: 3 clusters Score -1.501854e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -15018684.000000 Penalty: 5698.387207
	Iteration 26Q: 3 clusters Score -1.501868e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -15018875.000000 Penalty: 5698.387207
	Iteration 27Q: 3 clusters Score -1.501888e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -15018979.000000 Penalty: 5698.387207
	Iteration 28Q: 3 clusters Score -1.501898e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -15019057.000000 Penalty: 5698.387207
	Iteration 29Q: 3 clusters Score -1.501906e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -15019220.000000 Penalty: 5698.387207
	Iteration 30Q: 3 clusters Score -1.501922e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -15019288.000000 Penalty: 5698.387207
	Iteration 31Q: 3 clusters Score -1.501929e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -15019389.000000 Penalty: 5698.387207
	Iteration 32Q: 3 clusters Score -1.501939e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -15019505.000000 Penalty: 5698.387207
	Iteration 33Q: 3 clusters Score -1.50195e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -15019590.000000 Penalty: 5698.387207
	Iteration 34Q: 3 clusters Score -1.501959e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -15019772.000000 Penalty: 5698.387207
	Iteration 35Q: 3 clusters Score -1.501977e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -15019889.000000 Penalty: 5698.387207
	Iteration 36Q: 3 clusters Score -1.501989e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -15020074.000000 Penalty: 5698.387207
	Iteration 37Q: 3 clusters Score -1.502007e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -15020185.000000 Penalty: 5698.387207
	Iteration 38Q: 3 clusters Score -1.502018e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -15020241.000000 Penalty: 5698.387207
	Iteration 39Q: 3 clusters Score -1.502024e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -15020315.000000 Penalty: 5698.387207
	Iteration 40F: 3 clusters Score -1.502032e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -15020362.000000 Penalty: 5698.387207
	Iteration 41Q: 3 clusters Score -1.502036e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -15020463.000000 Penalty: 5698.387207
	Iteration 42Q: 3 clusters Score -1.502046e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -15020540.000000 Penalty: 5698.387207
	Iteration 43Q: 3 clusters Score -1.502054e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -15020628.000000 Penalty: 5698.387207
	Iteration 44Q: 3 clusters Score -1.502063e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -15020700.000000 Penalty: 5698.387207
	Iteration 45Q: 3 clusters Score -1.50207e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -15020755.000000 Penalty: 5698.387207
	Iteration 46Q: 3 clusters Score -1.502076e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -15020823.000000 Penalty: 5698.387207
	Iteration 47Q: 3 clusters Score -1.502082e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -15020955.000000 Penalty: 5698.387207
	Iteration 48Q: 3 clusters Score -1.502096e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -15021031.000000 Penalty: 5698.387207
	Iteration 49Q: 3 clusters Score -1.502103e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -15021206.000000 Penalty: 5698.387207
	Iteration 50Q: 3 clusters Score -1.502121e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -15021349.000000 Penalty: 5698.387207
	Iteration 51Q: 3 clusters Score -1.502135e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -15021495.000000 Penalty: 5698.387207
	Iteration 52Q: 3 clusters Score -1.50215e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -15021630.000000 Penalty: 5698.387207
	Iteration 53Q: 3 clusters Score -1.502163e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -15021721.000000 Penalty: 5698.387207
	Iteration 54Q: 3 clusters Score -1.502172e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -15021786.000000 Penalty: 5698.387207
	Iteration 55Q: 3 clusters Score -1.502179e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -15021948.000000 Penalty: 5698.387207
	Iteration 56Q: 3 clusters Score -1.502195e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -15022075.000000 Penalty: 5698.387207
	Iteration 57Q: 3 clusters Score -1.502208e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -15022190.000000 Penalty: 5698.387207
	Iteration 58Q: 3 clusters Score -1.502219e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -15022285.000000 Penalty: 5698.387207
	Iteration 59Q: 3 clusters Score -1.502228e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -15022477.000000 Penalty: 5698.387207
	Iteration 60F: 3 clusters Score -1.502248e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -15022599.000000 Penalty: 5698.387207
	Iteration 61Q: 3 clusters Score -1.50226e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -15022703.000000 Penalty: 5698.387207
	Iteration 62Q: 3 clusters Score -1.50227e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -15022814.000000 Penalty: 5698.387207
	Iteration 63Q: 3 clusters Score -1.502281e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91300 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -15022897.000000 Penalty: 5698.387207
	Iteration 64Q: 3 clusters Score -1.50229e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -15022966.000000 Penalty: 5698.387207
	Iteration 65Q: 3 clusters Score -1.502297e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -15023063.000000 Penalty: 5698.387207
	Iteration 66Q: 3 clusters Score -1.502306e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -15023122.000000 Penalty: 5698.387207
	Iteration 67Q: 3 clusters Score -1.502312e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -15023219.000000 Penalty: 5698.387207
	Iteration 68Q: 3 clusters Score -1.502322e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -15023290.000000 Penalty: 5698.387207
	Iteration 69Q: 3 clusters Score -1.502329e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -15023407.000000 Penalty: 5698.387207
	Iteration 70Q: 3 clusters Score -1.502341e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -15023455.000000 Penalty: 5698.387207
	Iteration 71Q: 3 clusters Score -1.502346e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -15023516.000000 Penalty: 5698.387207
	Iteration 72Q: 3 clusters Score -1.502352e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -15023603.000000 Penalty: 5698.387207
	Iteration 73Q: 3 clusters Score -1.50236e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -15023577.000000 Penalty: 5698.387207
	Iteration 74Q: 3 clusters Score -1.502358e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -15023645.000000 Penalty: 5698.387207
	Iteration 75Q: 3 clusters Score -1.502364e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -15023680.000000 Penalty: 5698.387207
	Iteration 76Q: 3 clusters Score -1.502368e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -15023746.000000 Penalty: 5698.387207
	Iteration 77Q: 3 clusters Score -1.502375e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15023785.000000 Penalty: 5698.387207
	Iteration 78Q: 3 clusters Score -1.502378e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15023832.000000 Penalty: 5698.387207
	Iteration 79Q: 3 clusters Score -1.502383e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -15023862.000000 Penalty: 5698.387207
	Iteration 80F: 3 clusters Score -1.502386e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15023830.000000 Penalty: 5698.387207
	Iteration 81Q: 3 clusters Score -1.502383e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -15023892.000000 Penalty: 5698.387207
	Iteration 82Q: 3 clusters Score -1.502389e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -15023915.000000 Penalty: 5698.387207
	Iteration 83Q: 3 clusters Score -1.502392e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -15023955.000000 Penalty: 5698.387207
	Iteration 84Q: 3 clusters Score -1.502396e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15023987.000000 Penalty: 5698.387207
	Iteration 85Q: 3 clusters Score -1.502399e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15024001.000000 Penalty: 5698.387207
	Iteration 86Q: 3 clusters Score -1.5024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -15024027.000000 Penalty: 5698.387207
	Iteration 87Q: 3 clusters Score -1.502403e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15024052.000000 Penalty: 5698.387207
	Iteration 88Q: 3 clusters Score -1.502405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -15024070.000000 Penalty: 5698.387207
	Iteration 89Q: 3 clusters Score -1.502407e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -15024082.000000 Penalty: 5698.387207
	Iteration 90Q: 3 clusters Score -1.502408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15024112.000000 Penalty: 5698.387207
	Iteration 91Q: 3 clusters Score -1.502411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15024095.000000 Penalty: 5698.387207
	Iteration 92Q: 3 clusters Score -1.50241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15024090.000000 Penalty: 5698.387207
	Iteration 93Q: 3 clusters Score -1.502409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15024080.000000 Penalty: 5698.387207
	Iteration 94Q: 3 clusters Score -1.502408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15024073.000000 Penalty: 5698.387207
	Iteration 95Q: 3 clusters Score -1.502407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15024086.000000 Penalty: 5698.387207
	Iteration 96Q: 3 clusters Score -1.502409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15024089.000000 Penalty: 5698.387207
	Iteration 97Q: 3 clusters Score -1.502409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15024091.000000 Penalty: 5698.387207
	Iteration 98Q: 3 clusters Score -1.502409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15024078.000000 Penalty: 5698.387207
	Iteration 99Q: 3 clusters Score -1.502408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15024090.000000 Penalty: 5698.387207
	Iteration 100F: 3 clusters Score -1.502409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15024104.000000 Penalty: 5698.387207
	Iteration 101Q: 3 clusters Score -1.50241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15024104.000000 Penalty: 5698.387207
	Iteration 102Q: 3 clusters Score -1.50241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15024098.000000 Penalty: 5698.387207
	Iteration 103Q: 3 clusters Score -1.50241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15024093.000000 Penalty: 5698.387207
	Iteration 104Q: 3 clusters Score -1.502409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15024098.000000 Penalty: 5698.387207
	Iteration 105Q: 3 clusters Score -1.50241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15024112.000000 Penalty: 5698.387207
	Iteration 106Q: 3 clusters Score -1.502411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15024108.000000 Penalty: 5698.387207
	Iteration 107Q: 3 clusters Score -1.502411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -15024110.000000 Penalty: 5698.387207
	Iteration 108Q: 3 clusters Score -1.502411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15024107.000000 Penalty: 5698.387207
	Iteration 109Q: 3 clusters Score -1.502411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15024122.000000 Penalty: 5698.387207
	Iteration 110Q: 3 clusters Score -1.502412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15024127.000000 Penalty: 5698.387207
	Iteration 111Q: 3 clusters Score -1.502413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15024125.000000 Penalty: 5698.387207
	Iteration 112Q: 3 clusters Score -1.502412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15024125.000000 Penalty: 5698.387207
	Iteration 113F: 3 clusters Score -1.502412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Entering Unmasked Estep 
Score: -7160874.500000 Penalty: 2672.145752
	Iteration 0F: 2 clusters Score -7160874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7128770.500000 Penalty: 5344.291504
	Iteration 0F: 3 clusters Score -7128770 nChanged 22030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -7140828.000000 Penalty: 5344.291504
	Iteration 1F: 3 clusters Score -7140828 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -7141427.500000 Penalty: 5344.291504
	Iteration 2Q: 3 clusters Score -7141428 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -7142068.000000 Penalty: 5344.291504
	Iteration 3Q: 3 clusters Score -7142068 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7142802.500000 Penalty: 5344.291504
	Iteration 4Q: 3 clusters Score -7142802 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7143621.500000 Penalty: 5344.291504
	Iteration 5Q: 3 clusters Score -7143622 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7144574.500000 Penalty: 5344.291504
	Iteration 6Q: 3 clusters Score -7144574 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7145704.000000 Penalty: 5344.291504
	Iteration 7Q: 3 clusters Score -7145704 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -7147229.000000 Penalty: 5344.291504
	Iteration 8F: 3 clusters Score -7147229 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7148923.000000 Penalty: 5344.291504
	Iteration 9F: 3 clusters Score -7148923 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7150884.500000 Penalty: 5344.291504
	Iteration 10F: 3 clusters Score -7150884 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -7152564.500000 Penalty: 5344.291504
	Iteration 11F: 3 clusters Score -7152564 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7153671.500000 Penalty: 5344.291504
	Iteration 12Q: 3 clusters Score -7153672 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -7154326.500000 Penalty: 5344.291504
	Iteration 13Q: 3 clusters Score -7154326 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7154802.500000 Penalty: 5344.291504
	Iteration 14Q: 3 clusters Score -7154802 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -7155264.000000 Penalty: 5344.291504
	Iteration 15Q: 3 clusters Score -7155264 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -7155688.500000 Penalty: 5344.291504
	Iteration 16Q: 3 clusters Score -7155688 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -7156100.000000 Penalty: 5344.291504
	Iteration 17Q: 3 clusters Score -7156100 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7156354.000000 Penalty: 5344.291504
	Iteration 18Q: 3 clusters Score -7156354 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -7156492.500000 Penalty: 5344.291504
	Iteration 19Q: 3 clusters Score -7156492 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -7156566.000000 Penalty: 5344.291504
	Iteration 20F: 3 clusters Score -7156566 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -7156668.000000 Penalty: 5344.291504
	Iteration 21Q: 3 clusters Score -7156668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -7156700.000000 Penalty: 5344.291504
	Iteration 22Q: 3 clusters Score -7156700 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -7156732.500000 Penalty: 5344.291504
	Iteration 23Q: 3 clusters Score -7156732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -7156763.500000 Penalty: 5344.291504
	Iteration 24Q: 3 clusters Score -7156764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -7156771.000000 Penalty: 5344.291504
	Iteration 25Q: 3 clusters Score -7156771 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -7156804.000000 Penalty: 5344.291504
	Iteration 26Q: 3 clusters Score -7156804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -7156823.500000 Penalty: 5344.291504
	Iteration 27Q: 3 clusters Score -7156824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -7156823.500000 Penalty: 5344.291504
	Iteration 28Q: 3 clusters Score -7156824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -7156825.000000 Penalty: 5344.291504
	Iteration 29Q: 3 clusters Score -7156825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -7156809.000000 Penalty: 5344.291504
	Iteration 30Q: 3 clusters Score -7156809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -7156823.500000 Penalty: 5344.291504
	Iteration 31Q: 3 clusters Score -7156824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -7156847.000000 Penalty: 5344.291504
	Iteration 32Q: 3 clusters Score -7156847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -7156855.000000 Penalty: 5344.291504
	Iteration 33Q: 3 clusters Score -7156855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -7156867.500000 Penalty: 5344.291504
	Iteration 34Q: 3 clusters Score -7156868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -7156863.500000 Penalty: 5344.291504
	Iteration 35Q: 3 clusters Score -7156864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -7156867.500000 Penalty: 5344.291504
	Iteration 36Q: 3 clusters Score -7156868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -7156870.500000 Penalty: 5344.291504
	Iteration 37Q: 3 clusters Score -7156870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -7156867.000000 Penalty: 5344.291504
	Iteration 38Q: 3 clusters Score -7156867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -7156878.500000 Penalty: 5344.291504
	Iteration 39Q: 3 clusters Score -7156878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7156894.000000 Penalty: 5344.291504
	Iteration 40F: 3 clusters Score -7156894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -7156896.000000 Penalty: 5344.291504
	Iteration 41Q: 3 clusters Score -7156896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -7156904.500000 Penalty: 5344.291504
	Iteration 42Q: 3 clusters Score -7156904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7156891.000000 Penalty: 5344.291504
	Iteration 43Q: 3 clusters Score -7156891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -7156901.000000 Penalty: 5344.291504
	Iteration 44Q: 3 clusters Score -7156901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -7156898.500000 Penalty: 5344.291504
	Iteration 45Q: 3 clusters Score -7156898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7156900.000000 Penalty: 5344.291504
	Iteration 46Q: 3 clusters Score -7156900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -7156916.000000 Penalty: 5344.291504
	Iteration 47Q: 3 clusters Score -7156916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -7156900.000000 Penalty: 5344.291504
	Iteration 48Q: 3 clusters Score -7156900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -7156891.500000 Penalty: 5344.291504
	Iteration 49Q: 3 clusters Score -7156892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -7156905.500000 Penalty: 5344.291504
	Iteration 50Q: 3 clusters Score -7156906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -7156908.500000 Penalty: 5344.291504
	Iteration 51Q: 3 clusters Score -7156908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -7156916.500000 Penalty: 5344.291504
	Iteration 52Q: 3 clusters Score -7156916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -7156922.000000 Penalty: 5344.291504
	Iteration 53Q: 3 clusters Score -7156922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -7156926.000000 Penalty: 5344.291504
	Iteration 54Q: 3 clusters Score -7156926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -7156916.500000 Penalty: 5344.291504
	Iteration 55Q: 3 clusters Score -7156916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7156926.500000 Penalty: 5344.291504
	Iteration 56Q: 3 clusters Score -7156926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -7156935.000000 Penalty: 5344.291504
	Iteration 57Q: 3 clusters Score -7156935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -7156929.500000 Penalty: 5344.291504
	Iteration 58Q: 3 clusters Score -7156930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -7156920.000000 Penalty: 5344.291504
	Iteration 59Q: 3 clusters Score -7156920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -7156910.500000 Penalty: 5344.291504
	Iteration 60F: 3 clusters Score -7156910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -7156924.500000 Penalty: 5344.291504
	Iteration 61Q: 3 clusters Score -7156924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -7156927.500000 Penalty: 5344.291504
	Iteration 62Q: 3 clusters Score -7156928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -7156921.000000 Penalty: 5344.291504
	Iteration 63Q: 3 clusters Score -7156921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -7156919.500000 Penalty: 5344.291504
	Iteration 64Q: 3 clusters Score -7156920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -7156914.500000 Penalty: 5344.291504
	Iteration 65Q: 3 clusters Score -7156914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -7156929.500000 Penalty: 5344.291504
	Iteration 66Q: 3 clusters Score -7156930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -7156925.000000 Penalty: 5344.291504
	Iteration 67Q: 3 clusters Score -7156925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -7156924.500000 Penalty: 5344.291504
	Iteration 68Q: 3 clusters Score -7156924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -7156926.500000 Penalty: 5344.291504
	Iteration 69Q: 3 clusters Score -7156926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -7156922.000000 Penalty: 5344.291504
	Iteration 70Q: 3 clusters Score -7156922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -7156924.000000 Penalty: 5344.291504
	Iteration 71Q: 3 clusters Score -7156924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -7156918.000000 Penalty: 5344.291504
	Iteration 72Q: 3 clusters Score -7156918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -7156920.500000 Penalty: 5344.291504
	Iteration 73Q: 3 clusters Score -7156920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -7156935.500000 Penalty: 5344.291504
	Iteration 74Q: 3 clusters Score -7156936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -7156939.500000 Penalty: 5344.291504
	Iteration 75Q: 3 clusters Score -7156940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -7156940.500000 Penalty: 5344.291504
	Iteration 76Q: 3 clusters Score -7156940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -7156940.500000 Penalty: 5344.291504
	Iteration 77Q: 3 clusters Score -7156940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -7156940.500000 Penalty: 5344.291504
	Iteration 78Q: 3 clusters Score -7156940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -7156944.000000 Penalty: 5344.291504
	Iteration 79Q: 3 clusters Score -7156944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -7156944.500000 Penalty: 5344.291504
	Iteration 80F: 3 clusters Score -7156944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -7156949.000000 Penalty: 5344.291504
	Iteration 81Q: 3 clusters Score -7156949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -7156954.000000 Penalty: 5344.291504
	Iteration 82Q: 3 clusters Score -7156954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -7156960.000000 Penalty: 5344.291504
	Iteration 83Q: 3 clusters Score -7156960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -7156963.500000 Penalty: 5344.291504
	Iteration 84Q: 3 clusters Score -7156964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -7156964.500000 Penalty: 5344.291504
	Iteration 85Q: 3 clusters Score -7156964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -7156967.500000 Penalty: 5344.291504
	Iteration 86Q: 3 clusters Score -7156968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -7156962.000000 Penalty: 5344.291504
	Iteration 87Q: 3 clusters Score -7156962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -7156959.500000 Penalty: 5344.291504
	Iteration 88Q: 3 clusters Score -7156960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -7156971.500000 Penalty: 5344.291504
	Iteration 89Q: 3 clusters Score -7156972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -7156971.500000 Penalty: 5344.291504
	Iteration 90Q: 3 clusters Score -7156972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -7156965.500000 Penalty: 5344.291504
	Iteration 91Q: 3 clusters Score -7156966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -7156975.000000 Penalty: 5344.291504
	Iteration 92Q: 3 clusters Score -7156975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -7156987.000000 Penalty: 5344.291504
	Iteration 93Q: 3 clusters Score -7156987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -7156992.500000 Penalty: 5344.291504
	Iteration 94Q: 3 clusters Score -7156992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -7156983.000000 Penalty: 5344.291504
	Iteration 95Q: 3 clusters Score -7156983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -7156989.500000 Penalty: 5344.291504
	Iteration 96Q: 3 clusters Score -7156990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -7156986.000000 Penalty: 5344.291504
	Iteration 97Q: 3 clusters Score -7156986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -7156994.000000 Penalty: 5344.291504
	Iteration 98Q: 3 clusters Score -7156994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -7156997.000000 Penalty: 5344.291504
	Iteration 99Q: 3 clusters Score -7156997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -7157002.500000 Penalty: 5344.291504
	Iteration 100F: 3 clusters Score -7157002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -7157002.500000 Penalty: 5344.291504
	Iteration 101Q: 3 clusters Score -7157002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -7157005.500000 Penalty: 5344.291504
	Iteration 102Q: 3 clusters Score -7157006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -7156998.500000 Penalty: 5344.291504
	Iteration 103Q: 3 clusters Score -7156998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7157000.000000 Penalty: 5344.291504
	Iteration 104Q: 3 clusters Score -7157000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -7157001.500000 Penalty: 5344.291504
	Iteration 105Q: 3 clusters Score -7157002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -7157016.000000 Penalty: 5344.291504
	Iteration 106Q: 3 clusters Score -7157016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7156999 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -7157009.000000 Penalty: 5344.291504
	Iteration 108Q: 3 clusters Score -7157009 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -7157024.500000 Penalty: 5344.291504
	Iteration 109Q: 3 clusters Score -7157024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -7157028.500000 Penalty: 5344.291504
	Iteration 110Q: 3 clusters Score -7157028 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -7157022.500000 Penalty: 5344.291504
	Iteration 111Q: 3 clusters Score -7157022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -7157025.500000 Penalty: 5344.291504
	Iteration 112Q: 3 clusters Score -7157026 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -7157030.500000 Penalty: 5344.291504
	Iteration 113Q: 3 clusters Score -7157030 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7157043 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7157067 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -7157049.500000 Penalty: 5344.291504
	Iteration 116Q: 3 clusters Score -7157050 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7157036 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -7157037.500000 Penalty: 5344.291504
	Iteration 118Q: 3 clusters Score -7157038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -7157044.500000 Penalty: 5344.291504
	Iteration 119Q: 3 clusters Score -7157044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -7157039.500000 Penalty: 5344.291504
	Iteration 120F: 3 clusters Score -7157040 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -7157046.000000 Penalty: 5344.291504
	Iteration 121Q: 3 clusters Score -7157046 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -7157071.000000 Penalty: 5344.291504
	Iteration 122Q: 3 clusters Score -7157071 nChanged 93
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Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7157079.500000 Penalty: 5344.291504
	Iteration 123Q: 3 clusters Score -7157080 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -7157096.500000 Penalty: 5344.291504
	Iteration 124Q: 3 clusters Score -7157096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7157098 nChanged 81
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Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -7157089.000000 Penalty: 5344.291504
	Iteration 126Q: 3 clusters Score -7157089 nChanged 79
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Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7157090 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -7157109.000000 Penalty: 5344.291504
	Iteration 128Q: 3 clusters Score -7157109 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7157125.000000 Penalty: 5344.291504
	Iteration 129Q: 3 clusters Score -7157125 nChanged 116
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Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7157138.000000 Penalty: 5344.291504
	Iteration 130Q: 3 clusters Score -7157138 nChanged 102
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Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -7157151.500000 Penalty: 5344.291504
	Iteration 131Q: 3 clusters Score -7157152 nChanged 103
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Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -7157169.500000 Penalty: 5344.291504
	Iteration 132Q: 3 clusters Score -7157170 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -7157188.000000 Penalty: 5344.291504
	Iteration 133Q: 3 clusters Score -7157188 nChanged 97
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Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -7157198.500000 Penalty: 5344.291504
	Iteration 134Q: 3 clusters Score -7157198 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -7157205.000000 Penalty: 5344.291504
	Iteration 135Q: 3 clusters Score -7157205 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -7157215.500000 Penalty: 5344.291504
	Iteration 136Q: 3 clusters Score -7157216 nChanged 84
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Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -7157219.500000 Penalty: 5344.291504
	Iteration 137Q: 3 clusters Score -7157220 nChanged 85
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Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -7157246.000000 Penalty: 5344.291504
	Iteration 138Q: 3 clusters Score -7157246 nChanged 83
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Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -7157261.500000 Penalty: 5344.291504
	Iteration 139Q: 3 clusters Score -7157262 nChanged 77
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Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -7157272.000000 Penalty: 5344.291504
	Iteration 140F: 3 clusters Score -7157272 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -7157289.000000 Penalty: 5344.291504
	Iteration 141Q: 3 clusters Score -7157289 nChanged 109
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Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7157294 nChanged 98
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Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -7157311.500000 Penalty: 5344.291504
	Iteration 143Q: 3 clusters Score -7157312 nChanged 97
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Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -7157313.500000 Penalty: 5344.291504
	Iteration 144Q: 3 clusters Score -7157314 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7157320 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -7157332.500000 Penalty: 5344.291504
	Iteration 146Q: 3 clusters Score -7157332 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7157344 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -7157363.000000 Penalty: 5344.291504
	Iteration 148Q: 3 clusters Score -7157363 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7157356.500000 Penalty: 5344.291504
	Iteration 149Q: 3 clusters Score -7157356 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7157394.500000 Penalty: 5344.291504
	Iteration 150Q: 3 clusters Score -7157394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7157435.000000 Penalty: 5344.291504
	Iteration 151Q: 3 clusters Score -7157435 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -7157470.000000 Penalty: 5344.291504
	Iteration 152Q: 3 clusters Score -7157470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -7157493.500000 Penalty: 5344.291504
	Iteration 153Q: 3 clusters Score -7157494 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -7157504.000000 Penalty: 5344.291504
	Iteration 154Q: 3 clusters Score -7157504 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -7157521.000000 Penalty: 5344.291504
	Iteration 155Q: 3 clusters Score -7157521 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -7157537.500000 Penalty: 5344.291504
	Iteration 156Q: 3 clusters Score -7157538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -7157547.000000 Penalty: 5344.291504
	Iteration 157Q: 3 clusters Score -7157547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -7157556.500000 Penalty: 5344.291504
	Iteration 158Q: 3 clusters Score -7157556 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -7157564.500000 Penalty: 5344.291504
	Iteration 159Q: 3 clusters Score -7157564 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -7157577.000000 Penalty: 5344.291504
	Iteration 160F: 3 clusters Score -7157577 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7157572.500000 Penalty: 5344.291504
	Iteration 161Q: 3 clusters Score -7157572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -7157586.500000 Penalty: 5344.291504
	Iteration 162Q: 3 clusters Score -7157586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7157610.000000 Penalty: 5344.291504
	Iteration 163Q: 3 clusters Score -7157610 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7157610 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7157630.000000 Penalty: 5344.291504
	Iteration 165Q: 3 clusters Score -7157630 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -7157653.500000 Penalty: 5344.291504
	Iteration 166Q: 3 clusters Score -7157654 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7157671.500000 Penalty: 5344.291504
	Iteration 167Q: 3 clusters Score -7157672 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -7157679.500000 Penalty: 5344.291504
	Iteration 168Q: 3 clusters Score -7157680 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42048 members 
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Entering Unmasked Estep 
Score: -7157704.000000 Penalty: 5344.291504
	Iteration 169Q: 3 clusters Score -7157704 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -7157709.000000 Penalty: 5344.291504
	Iteration 170Q: 3 clusters Score -7157709 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7157721.500000 Penalty: 5344.291504
	Iteration 171Q: 3 clusters Score -7157722 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -7157732.500000 Penalty: 5344.291504
	Iteration 172Q: 3 clusters Score -7157732 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7157744 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7157739.000000 Penalty: 5344.291504
	Iteration 174Q: 3 clusters Score -7157739 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7157759.000000 Penalty: 5344.291504
	Iteration 175Q: 3 clusters Score -7157759 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7157803.500000 Penalty: 5344.291504
	Iteration 176Q: 3 clusters Score -7157804 nChanged 101
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Mstep: Class 1 contains 42862 members 
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Entering Unmasked Estep 
Score: -7157791.000000 Penalty: 5344.291504
	Iteration 177Q: 3 clusters Score -7157791 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7157814.000000 Penalty: 5344.291504
	Iteration 178Q: 3 clusters Score -7157814 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7157828.000000 Penalty: 5344.291504
	Iteration 179Q: 3 clusters Score -7157828 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7157866.000000 Penalty: 5344.291504
	Iteration 180F: 3 clusters Score -7157866 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7157881.000000 Penalty: 5344.291504
	Iteration 181Q: 3 clusters Score -7157881 nChanged 94
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Mstep: Class 1 contains 43375 members 
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Entering Unmasked Estep 
Score: -7157900.500000 Penalty: 5344.291504
	Iteration 182Q: 3 clusters Score -7157900 nChanged 78
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Entering Unmasked Estep 
Score: -7157898.000000 Penalty: 5344.291504
	Iteration 183Q: 3 clusters Score -7157898 nChanged 81
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Mstep: Class 1 contains 43528 members 
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Entering Unmasked Estep 
Score: -7157908.500000 Penalty: 5344.291504
	Iteration 184Q: 3 clusters Score -7157908 nChanged 79
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Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7157939.000000 Penalty: 5344.291504
	Iteration 185Q: 3 clusters Score -7157939 nChanged 71
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Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7157966.000000 Penalty: 5344.291504
	Iteration 186Q: 3 clusters Score -7157966 nChanged 80
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Mstep: Class 1 contains 43758 members 
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Entering Unmasked Estep 
Score: -7157980.500000 Penalty: 5344.291504
	Iteration 187Q: 3 clusters Score -7157980 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7157986.000000 Penalty: 5344.291504
	Iteration 188Q: 3 clusters Score -7157986 nChanged 80
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Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7158006.000000 Penalty: 5344.291504
	Iteration 189Q: 3 clusters Score -7158006 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7158034.500000 Penalty: 5344.291504
	Iteration 190Q: 3 clusters Score -7158034 nChanged 71
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Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7158047.500000 Penalty: 5344.291504
	Iteration 191Q: 3 clusters Score -7158048 nChanged 56
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Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7158043.000000 Penalty: 5344.291504
	Iteration 192Q: 3 clusters Score -7158043 nChanged 78
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Mstep: Class 1 contains 44199 members 
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Entering Unmasked Estep 
Score: -7158067.000000 Penalty: 5344.291504
	Iteration 193Q: 3 clusters Score -7158067 nChanged 86
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Mstep: Class 1 contains 44285 members 
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Entering Unmasked Estep 
Score: -7158098.000000 Penalty: 5344.291504
	Iteration 194Q: 3 clusters Score -7158098 nChanged 72
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Mstep: Class 1 contains 44355 members 
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Entering Unmasked Estep 
Score: -7158118.500000 Penalty: 5344.291504
	Iteration 195Q: 3 clusters Score -7158118 nChanged 62
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Mstep: Class 1 contains 44417 members 
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Entering Unmasked Estep 
Score: -7158128.500000 Penalty: 5344.291504
	Iteration 196Q: 3 clusters Score -7158128 nChanged 63
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Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7158135.000000 Penalty: 5344.291504
	Iteration 197Q: 3 clusters Score -7158135 nChanged 68
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Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7158151.000000 Penalty: 5344.291504
	Iteration 198Q: 3 clusters Score -7158151 nChanged 66
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Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7158165.500000 Penalty: 5344.291504
	Iteration 199Q: 3 clusters Score -7158166 nChanged 57
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Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7158187.500000 Penalty: 5344.291504
	Iteration 200F: 3 clusters Score -7158188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7158204.500000 Penalty: 5344.291504
	Iteration 201Q: 3 clusters Score -7158204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7158223.500000 Penalty: 5344.291504
	Iteration 202Q: 3 clusters Score -7158224 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7158258.000000 Penalty: 5344.291504
	Iteration 203Q: 3 clusters Score -7158258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7158275.500000 Penalty: 5344.291504
	Iteration 204Q: 3 clusters Score -7158276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7158285.000000 Penalty: 5344.291504
	Iteration 205Q: 3 clusters Score -7158285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7158304.500000 Penalty: 5344.291504
	Iteration 206Q: 3 clusters Score -7158304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7158316.000000 Penalty: 5344.291504
	Iteration 207Q: 3 clusters Score -7158316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7158317.500000 Penalty: 5344.291504
	Iteration 208Q: 3 clusters Score -7158318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7158327.500000 Penalty: 5344.291504
	Iteration 209Q: 3 clusters Score -7158328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7158329.500000 Penalty: 5344.291504
	Iteration 210Q: 3 clusters Score -7158330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7158358.000000 Penalty: 5344.291504
	Iteration 211Q: 3 clusters Score -7158358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7158361.500000 Penalty: 5344.291504
	Iteration 212Q: 3 clusters Score -7158362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7158365.500000 Penalty: 5344.291504
	Iteration 213Q: 3 clusters Score -7158366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7158375.000000 Penalty: 5344.291504
	Iteration 214Q: 3 clusters Score -7158375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7158380.500000 Penalty: 5344.291504
	Iteration 215Q: 3 clusters Score -7158380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7158392.000000 Penalty: 5344.291504
	Iteration 216Q: 3 clusters Score -7158392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7158401.000000 Penalty: 5344.291504
	Iteration 217Q: 3 clusters Score -7158401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7158407.000000 Penalty: 5344.291504
	Iteration 218Q: 3 clusters Score -7158407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7158423.500000 Penalty: 5344.291504
	Iteration 219Q: 3 clusters Score -7158424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7158438.500000 Penalty: 5344.291504
	Iteration 220F: 3 clusters Score -7158438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7158443.500000 Penalty: 5344.291504
	Iteration 221Q: 3 clusters Score -7158444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7158447.500000 Penalty: 5344.291504
	Iteration 222Q: 3 clusters Score -7158448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7158446.500000 Penalty: 5344.291504
	Iteration 223Q: 3 clusters Score -7158446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7158446.500000 Penalty: 5344.291504
	Iteration 224Q: 3 clusters Score -7158446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7158458.000000 Penalty: 5344.291504
	Iteration 225Q: 3 clusters Score -7158458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7158461.500000 Penalty: 5344.291504
	Iteration 226Q: 3 clusters Score -7158462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7158465.000000 Penalty: 5344.291504
	Iteration 227Q: 3 clusters Score -7158465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7158452.500000 Penalty: 5344.291504
	Iteration 228Q: 3 clusters Score -7158452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7158476.000000 Penalty: 5344.291504
	Iteration 229Q: 3 clusters Score -7158476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7158475.000000 Penalty: 5344.291504
	Iteration 230Q: 3 clusters Score -7158475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7158476.000000 Penalty: 5344.291504
	Iteration 231Q: 3 clusters Score -7158476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7158476.500000 Penalty: 5344.291504
	Iteration 232Q: 3 clusters Score -7158476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7158485.500000 Penalty: 5344.291504
	Iteration 233Q: 3 clusters Score -7158486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7158493.000000 Penalty: 5344.291504
	Iteration 234Q: 3 clusters Score -7158493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7158491.500000 Penalty: 5344.291504
	Iteration 235Q: 3 clusters Score -7158492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7158503.000000 Penalty: 5344.291504
	Iteration 236Q: 3 clusters Score -7158503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7158510.000000 Penalty: 5344.291504
	Iteration 237Q: 3 clusters Score -7158510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7158517.500000 Penalty: 5344.291504
	Iteration 238Q: 3 clusters Score -7158518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7158517.500000 Penalty: 5344.291504
	Iteration 239Q: 3 clusters Score -7158518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7158526.000000 Penalty: 5344.291504
	Iteration 240F: 3 clusters Score -7158526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7158524.500000 Penalty: 5344.291504
	Iteration 241Q: 3 clusters Score -7158524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7158527.000000 Penalty: 5344.291504
	Iteration 242Q: 3 clusters Score -7158527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7158533.000000 Penalty: 5344.291504
	Iteration 243Q: 3 clusters Score -7158533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7158527.500000 Penalty: 5344.291504
	Iteration 244Q: 3 clusters Score -7158528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7158538.000000 Penalty: 5344.291504
	Iteration 245Q: 3 clusters Score -7158538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7158543.000000 Penalty: 5344.291504
	Iteration 246Q: 3 clusters Score -7158543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7158543.500000 Penalty: 5344.291504
	Iteration 247Q: 3 clusters Score -7158544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7158543.500000 Penalty: 5344.291504
	Iteration 248Q: 3 clusters Score -7158544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7158548.500000 Penalty: 5344.291504
	Iteration 249Q: 3 clusters Score -7158548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7158545.000000 Penalty: 5344.291504
	Iteration 250Q: 3 clusters Score -7158545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7158550.500000 Penalty: 5344.291504
	Iteration 251Q: 3 clusters Score -7158550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7158548.000000 Penalty: 5344.291504
	Iteration 252Q: 3 clusters Score -7158548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7158555.000000 Penalty: 5344.291504
	Iteration 253Q: 3 clusters Score -7158555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7158547.500000 Penalty: 5344.291504
	Iteration 254Q: 3 clusters Score -7158548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7158550.500000 Penalty: 5344.291504
	Iteration 255Q: 3 clusters Score -7158550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7158551.000000 Penalty: 5344.291504
	Iteration 256Q: 3 clusters Score -7158551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7158549.500000 Penalty: 5344.291504
	Iteration 257Q: 3 clusters Score -7158550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7158550.000000 Penalty: 5344.291504
	Iteration 258Q: 3 clusters Score -7158550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7158545.000000 Penalty: 5344.291504
	Iteration 259Q: 3 clusters Score -7158545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7158549.500000 Penalty: 5344.291504
	Iteration 260F: 3 clusters Score -7158550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7158556.500000 Penalty: 5344.291504
	Iteration 261Q: 3 clusters Score -7158556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7158557.500000 Penalty: 5344.291504
	Iteration 262Q: 3 clusters Score -7158558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7158557.000000 Penalty: 5344.291504
	Iteration 263Q: 3 clusters Score -7158557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7158557.500000 Penalty: 5344.291504
	Iteration 264Q: 3 clusters Score -7158558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7158550.500000 Penalty: 5344.291504
	Iteration 265Q: 3 clusters Score -7158550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7158559.000000 Penalty: 5344.291504
	Iteration 266Q: 3 clusters Score -7158559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7158552.000000 Penalty: 5344.291504
	Iteration 267Q: 3 clusters Score -7158552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7158557.000000 Penalty: 5344.291504
	Iteration 268Q: 3 clusters Score -7158557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7158557.000000 Penalty: 5344.291504
	Iteration 269Q: 3 clusters Score -7158557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7158562.500000 Penalty: 5344.291504
	Iteration 270Q: 3 clusters Score -7158562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7158570.500000 Penalty: 5344.291504
	Iteration 271Q: 3 clusters Score -7158570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7158576.000000 Penalty: 5344.291504
	Iteration 272Q: 3 clusters Score -7158576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7158568.000000 Penalty: 5344.291504
	Iteration 273Q: 3 clusters Score -7158568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7158577.000000 Penalty: 5344.291504
	Iteration 274Q: 3 clusters Score -7158577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7158581.500000 Penalty: 5344.291504
	Iteration 275Q: 3 clusters Score -7158582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7158576.500000 Penalty: 5344.291504
	Iteration 276Q: 3 clusters Score -7158576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7158574.500000 Penalty: 5344.291504
	Iteration 277Q: 3 clusters Score -7158574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7158576.000000 Penalty: 5344.291504
	Iteration 278Q: 3 clusters Score -7158576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7158580.500000 Penalty: 5344.291504
	Iteration 279Q: 3 clusters Score -7158580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7158576.500000 Penalty: 5344.291504
	Iteration 280F: 3 clusters Score -7158576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7158578.500000 Penalty: 5344.291504
	Iteration 281Q: 3 clusters Score -7158578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7158583.000000 Penalty: 5344.291504
	Iteration 282Q: 3 clusters Score -7158583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7158579.000000 Penalty: 5344.291504
	Iteration 283Q: 3 clusters Score -7158579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7158583.500000 Penalty: 5344.291504
	Iteration 284Q: 3 clusters Score -7158584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7158582.500000 Penalty: 5344.291504
	Iteration 285Q: 3 clusters Score -7158582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7158579.500000 Penalty: 5344.291504
	Iteration 286Q: 3 clusters Score -7158580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7158580.500000 Penalty: 5344.291504
	Iteration 287Q: 3 clusters Score -7158580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7158587.500000 Penalty: 5344.291504
	Iteration 288Q: 3 clusters Score -7158588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7158588.000000 Penalty: 5344.291504
	Iteration 289Q: 3 clusters Score -7158588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7158588.000000 Penalty: 5344.291504
	Iteration 290F: 3 clusters Score -7158588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Entering Unmasked Estep 
Score: -7963488.500000 Penalty: 2697.174805
	Iteration 0F: 2 clusters Score -7963488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -7928003.500000 Penalty: 5394.349609
	Iteration 0F: 3 clusters Score -7928004 nChanged 24471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7941539.500000 Penalty: 5394.349609
	Iteration 1F: 3 clusters Score -7941540 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -7942127.000000 Penalty: 5394.349609
	Iteration 2Q: 3 clusters Score -7942127 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -7942766.000000 Penalty: 5394.349609
	Iteration 3Q: 3 clusters Score -7942766 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -7943636.000000 Penalty: 5394.349609
	Iteration 4Q: 3 clusters Score -7943636 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -7944851.000000 Penalty: 5394.349609
	Iteration 5Q: 3 clusters Score -7944851 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -7946685.000000 Penalty: 5394.349609
	Iteration 6F: 3 clusters Score -7946685 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -7949359.500000 Penalty: 5394.349609
	Iteration 7F: 3 clusters Score -7949360 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -7952618.500000 Penalty: 5394.349609
	Iteration 8F: 3 clusters Score -7952618 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -7955872.000000 Penalty: 5394.349609
	Iteration 9F: 3 clusters Score -7955872 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7958360.000000 Penalty: 5394.349609
	Iteration 10F: 3 clusters Score -7958360 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7959785.000000 Penalty: 5394.349609
	Iteration 11Q: 3 clusters Score -7959785 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7960522.500000 Penalty: 5394.349609
	Iteration 12Q: 3 clusters Score -7960522 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7960863.500000 Penalty: 5394.349609
	Iteration 13Q: 3 clusters Score -7960864 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7961013.500000 Penalty: 5394.349609
	Iteration 14Q: 3 clusters Score -7961014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7961096.500000 Penalty: 5394.349609
	Iteration 15Q: 3 clusters Score -7961096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7961149.000000 Penalty: 5394.349609
	Iteration 16Q: 3 clusters Score -7961149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7961171.000000 Penalty: 5394.349609
	Iteration 17Q: 3 clusters Score -7961171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7961193.500000 Penalty: 5394.349609
	Iteration 18Q: 3 clusters Score -7961194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7961195.500000 Penalty: 5394.349609
	Iteration 19Q: 3 clusters Score -7961196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7961197.000000 Penalty: 5394.349609
	Iteration 20F: 3 clusters Score -7961197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7961198.000000 Penalty: 5394.349609
	Iteration 21Q: 3 clusters Score -7961198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7961204.000000 Penalty: 5394.349609
	Iteration 22Q: 3 clusters Score -7961204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7961208.000000 Penalty: 5394.349609
	Iteration 23Q: 3 clusters Score -7961208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7961204.500000 Penalty: 5394.349609
	Iteration 24Q: 3 clusters Score -7961204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7961204.500000 Penalty: 5394.349609
	Iteration 25F: 3 clusters Score -7961204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 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 200 members 
Entering Unmasked Estep 
Score: -54454.792969 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54454.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54700.382812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54700.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54773.035156 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54773.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54801.816406 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54801.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54821.257812 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54821.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54837.390625 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -54837.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54844.988281 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -54844.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54851.398438 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -54851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54861.281250 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -54861.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54864.484375 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -54864.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54867.671875 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -54867.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54867.671875 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -54867.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Entering Unmasked Estep 
Score: -10106058.000000 Penalty: 2749.429688
	Iteration 0F: 2 clusters Score -1.010606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -10062142.000000 Penalty: 5498.859375
	Iteration 0F: 3 clusters Score -1.006214e+07 nChanged 30632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -10079328.000000 Penalty: 5498.859375
	Iteration 1F: 3 clusters Score -1.007933e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -10079830.000000 Penalty: 5498.859375
	Iteration 2Q: 3 clusters Score -1.007983e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -10080297.000000 Penalty: 5498.859375
	Iteration 3Q: 3 clusters Score -1.00803e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -10080739.000000 Penalty: 5498.859375
	Iteration 4Q: 3 clusters Score -1.008074e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -10081129.000000 Penalty: 5498.859375
	Iteration 5Q: 3 clusters Score -1.008113e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -10081547.000000 Penalty: 5498.859375
	Iteration 6Q: 3 clusters Score -1.008155e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -10082195.000000 Penalty: 5498.859375
	Iteration 7Q: 3 clusters Score -1.00822e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -10083000.000000 Penalty: 5498.859375
	Iteration 8Q: 3 clusters Score -1.0083e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -10084256.000000 Penalty: 5498.859375
	Iteration 9Q: 3 clusters Score -1.008426e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -10086104.000000 Penalty: 5498.859375
	Iteration 10Q: 3 clusters Score -1.00861e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -10088618.000000 Penalty: 5498.859375
	Iteration 11F: 3 clusters Score -1.008862e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -10091825.000000 Penalty: 5498.859375
	Iteration 12F: 3 clusters Score -1.009182e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -10094745.000000 Penalty: 5498.859375
	Iteration 13F: 3 clusters Score -1.009474e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -10097012.000000 Penalty: 5498.859375
	Iteration 14Q: 3 clusters Score -1.009701e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -10098527.000000 Penalty: 5498.859375
	Iteration 15Q: 3 clusters Score -1.009853e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -10099702.000000 Penalty: 5498.859375
	Iteration 16Q: 3 clusters Score -1.00997e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -10100541.000000 Penalty: 5498.859375
	Iteration 17Q: 3 clusters Score -1.010054e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -10101213.000000 Penalty: 5498.859375
	Iteration 18Q: 3 clusters Score -1.010121e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -10101708.000000 Penalty: 5498.859375
	Iteration 19Q: 3 clusters Score -1.010171e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -10102135.000000 Penalty: 5498.859375
	Iteration 20F: 3 clusters Score -1.010214e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -10102461.000000 Penalty: 5498.859375
	Iteration 21Q: 3 clusters Score -1.010246e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -10102737.000000 Penalty: 5498.859375
	Iteration 22Q: 3 clusters Score -1.010274e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -10102903.000000 Penalty: 5498.859375
	Iteration 23Q: 3 clusters Score -1.01029e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -10103041.000000 Penalty: 5498.859375
	Iteration 24Q: 3 clusters Score -1.010304e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -10103142.000000 Penalty: 5498.859375
	Iteration 25Q: 3 clusters Score -1.010314e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10103259.000000 Penalty: 5498.859375
	Iteration 26Q: 3 clusters Score -1.010326e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -10103328.000000 Penalty: 5498.859375
	Iteration 27Q: 3 clusters Score -1.010333e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -10103399.000000 Penalty: 5498.859375
	Iteration 28Q: 3 clusters Score -1.01034e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -10103436.000000 Penalty: 5498.859375
	Iteration 29Q: 3 clusters Score -1.010344e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -10103478.000000 Penalty: 5498.859375
	Iteration 30Q: 3 clusters Score -1.010348e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -10103518.000000 Penalty: 5498.859375
	Iteration 31Q: 3 clusters Score -1.010352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -10103542.000000 Penalty: 5498.859375
	Iteration 32Q: 3 clusters Score -1.010354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -10103554.000000 Penalty: 5498.859375
	Iteration 33Q: 3 clusters Score -1.010355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -10103571.000000 Penalty: 5498.859375
	Iteration 34Q: 3 clusters Score -1.010357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -10103572.000000 Penalty: 5498.859375
	Iteration 35Q: 3 clusters Score -1.010357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -10103576.000000 Penalty: 5498.859375
	Iteration 36Q: 3 clusters Score -1.010358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -10103604.000000 Penalty: 5498.859375
	Iteration 37Q: 3 clusters Score -1.01036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -10103608.000000 Penalty: 5498.859375
	Iteration 38Q: 3 clusters Score -1.010361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -10103603.000000 Penalty: 5498.859375
	Iteration 39Q: 3 clusters Score -1.01036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -10103609.000000 Penalty: 5498.859375
	Iteration 40F: 3 clusters Score -1.010361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -10103614.000000 Penalty: 5498.859375
	Iteration 41Q: 3 clusters Score -1.010361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -10103621.000000 Penalty: 5498.859375
	Iteration 42Q: 3 clusters Score -1.010362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -10103620.000000 Penalty: 5498.859375
	Iteration 43Q: 3 clusters Score -1.010362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -10103631.000000 Penalty: 5498.859375
	Iteration 44Q: 3 clusters Score -1.010363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -10103628.000000 Penalty: 5498.859375
	Iteration 45Q: 3 clusters Score -1.010363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -10103628.000000 Penalty: 5498.859375
	Iteration 46F: 3 clusters Score -1.010363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Entering Unmasked Estep 
Score: -3182804.000000 Penalty: 2479.566406
	Iteration 0F: 2 clusters Score -3182804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3167410.500000 Penalty: 4959.132812
	Iteration 0F: 3 clusters Score -3167410 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3172507.250000 Penalty: 4959.132812
	Iteration 1F: 3 clusters Score -3172507 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3172925.250000 Penalty: 4959.132812
	Iteration 2F: 3 clusters Score -3172925 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3173266.250000 Penalty: 4959.132812
	Iteration 3Q: 3 clusters Score -3173266 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3173592.250000 Penalty: 4959.132812
	Iteration 4Q: 3 clusters Score -3173592 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3173885.750000 Penalty: 4959.132812
	Iteration 5Q: 3 clusters Score -3173886 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3174157.000000 Penalty: 4959.132812
	Iteration 6Q: 3 clusters Score -3174157 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3174357.000000 Penalty: 4959.132812
	Iteration 7Q: 3 clusters Score -3174357 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3174558.250000 Penalty: 4959.132812
	Iteration 8Q: 3 clusters Score -3174558 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3174767.500000 Penalty: 4959.132812
	Iteration 9Q: 3 clusters Score -3174768 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3174971.000000 Penalty: 4959.132812
	Iteration 10Q: 3 clusters Score -3174971 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3175199.250000 Penalty: 4959.132812
	Iteration 11Q: 3 clusters Score -3175199 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3175466.750000 Penalty: 4959.132812
	Iteration 12Q: 3 clusters Score -3175467 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3175736.500000 Penalty: 4959.132812
	Iteration 13Q: 3 clusters Score -3175736 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3176044.750000 Penalty: 4959.132812
	Iteration 14Q: 3 clusters Score -3176045 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3176373.500000 Penalty: 4959.132812
	Iteration 15Q: 3 clusters Score -3176374 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3176730.250000 Penalty: 4959.132812
	Iteration 16Q: 3 clusters Score -3176730 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3177073.250000 Penalty: 4959.132812
	Iteration 17Q: 3 clusters Score -3177073 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3177467.750000 Penalty: 4959.132812
	Iteration 18Q: 3 clusters Score -3177468 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3177895.250000 Penalty: 4959.132812
	Iteration 19Q: 3 clusters Score -3177895 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3178390.000000 Penalty: 4959.132812
	Iteration 20F: 3 clusters Score -3178390 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3178962.000000 Penalty: 4959.132812
	Iteration 21Q: 3 clusters Score -3178962 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3179524.750000 Penalty: 4959.132812
	Iteration 22Q: 3 clusters Score -3179525 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3180021.250000 Penalty: 4959.132812
	Iteration 23Q: 3 clusters Score -3180021 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3180401.500000 Penalty: 4959.132812
	Iteration 24Q: 3 clusters Score -3180402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3180647.000000 Penalty: 4959.132812
	Iteration 25Q: 3 clusters Score -3180647 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3180804.750000 Penalty: 4959.132812
	Iteration 26Q: 3 clusters Score -3180805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3180899.500000 Penalty: 4959.132812
	Iteration 27Q: 3 clusters Score -3180900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3180944.500000 Penalty: 4959.132812
	Iteration 28Q: 3 clusters Score -3180944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3180983.500000 Penalty: 4959.132812
	Iteration 29Q: 3 clusters Score -3180984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3180996.250000 Penalty: 4959.132812
	Iteration 30Q: 3 clusters Score -3180996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3181012.000000 Penalty: 4959.132812
	Iteration 31Q: 3 clusters Score -3181012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3181024.500000 Penalty: 4959.132812
	Iteration 32Q: 3 clusters Score -3181024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3181034.250000 Penalty: 4959.132812
	Iteration 33Q: 3 clusters Score -3181034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3181039.500000 Penalty: 4959.132812
	Iteration 34Q: 3 clusters Score -3181040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3181040.000000 Penalty: 4959.132812
	Iteration 35Q: 3 clusters Score -3181040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3181044.000000 Penalty: 4959.132812
	Iteration 36Q: 3 clusters Score -3181044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3181041.500000 Penalty: 4959.132812
	Iteration 37Q: 3 clusters Score -3181042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3181041.500000 Penalty: 4959.132812
	Iteration 38F: 3 clusters Score -3181042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -308325.937500 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -308325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -305631.843750 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -305631.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306103.625000 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -306103.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -306234.312500 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -306234.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306298.593750 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -306298.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306345.812500 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -306345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -306377.687500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -306377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -306392.093750 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -306392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -306404.343750 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -306404.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -306420.375000 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -306420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -306423.906250 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -306423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -306425.875000 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -306425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -306426.687500 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -306426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -306427.250000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -306427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -306428.031250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -306428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -306428.937500 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -306428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -306428.937500 Penalty: 3769.303223
	Iteration 15F: 3 clusters Score -306428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27881.822266 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27881.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28019.349609 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28019.35 nChanged 11
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: -28117.775391 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28117.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28167.171875 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28167.17 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: -28182.451172 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28182.45 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: -28196.634766 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -28196.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28215.746094 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -28215.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28229.986328 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -28229.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28229.986328 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -28229.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (109692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Entering Unmasked Estep 
Score: -17003588.000000 Penalty: 2878.146973
	Iteration 0F: 2 clusters Score -1.700359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -16937772.000000 Penalty: 5756.293945
	Iteration 0F: 3 clusters Score -1.693777e+07 nChanged 52232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -16967480.000000 Penalty: 5756.293945
	Iteration 1F: 3 clusters Score -1.696748e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -16968026.000000 Penalty: 5756.293945
	Iteration 2Q: 3 clusters Score -1.696803e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -16968488.000000 Penalty: 5756.293945
	Iteration 3Q: 3 clusters Score -1.696849e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -16969178.000000 Penalty: 5756.293945
	Iteration 4Q: 3 clusters Score -1.696918e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -16969828.000000 Penalty: 5756.293945
	Iteration 5Q: 3 clusters Score -1.696983e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -16970436.000000 Penalty: 5756.293945
	Iteration 6Q: 3 clusters Score -1.697044e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -16971250.000000 Penalty: 5756.293945
	Iteration 7Q: 3 clusters Score -1.697125e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -16972366.000000 Penalty: 5756.293945
	Iteration 8Q: 3 clusters Score -1.697237e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -16974008.000000 Penalty: 5756.293945
	Iteration 9Q: 3 clusters Score -1.697401e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -16976718.000000 Penalty: 5756.293945
	Iteration 10Q: 3 clusters Score -1.697672e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -16980394.000000 Penalty: 5756.293945
	Iteration 11F: 3 clusters Score -1.698039e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -16985188.000000 Penalty: 5756.293945
	Iteration 12F: 3 clusters Score -1.698519e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -16989510.000000 Penalty: 5756.293945
	Iteration 13F: 3 clusters Score -1.698951e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -16991766.000000 Penalty: 5756.293945
	Iteration 14Q: 3 clusters Score -1.699177e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 5756.293945
	Iteration 15Q: 3 clusters Score -1.699284e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -16993866.000000 Penalty: 5756.293945
	Iteration 16Q: 3 clusters Score -1.699387e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -16994866.000000 Penalty: 5756.293945
	Iteration 17Q: 3 clusters Score -1.699487e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -16995920.000000 Penalty: 5756.293945
	Iteration 18Q: 3 clusters Score -1.699592e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -16996912.000000 Penalty: 5756.293945
	Iteration 19Q: 3 clusters Score -1.699691e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -16997880.000000 Penalty: 5756.293945
	Iteration 20F: 3 clusters Score -1.699788e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -16998786.000000 Penalty: 5756.293945
	Iteration 21Q: 3 clusters Score -1.699879e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -16999462.000000 Penalty: 5756.293945
	Iteration 22Q: 3 clusters Score -1.699946e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -17000054.000000 Penalty: 5756.293945
	Iteration 23Q: 3 clusters Score -1.700005e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -17000596.000000 Penalty: 5756.293945
	Iteration 24Q: 3 clusters Score -1.70006e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -17001158.000000 Penalty: 5756.293945
	Iteration 25Q: 3 clusters Score -1.700116e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -17001670.000000 Penalty: 5756.293945
	Iteration 26Q: 3 clusters Score -1.700167e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -17002050.000000 Penalty: 5756.293945
	Iteration 27Q: 3 clusters Score -1.700205e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -17002390.000000 Penalty: 5756.293945
	Iteration 28Q: 3 clusters Score -1.700239e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -17002826.000000 Penalty: 5756.293945
	Iteration 29Q: 3 clusters Score -1.700283e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -17003030.000000 Penalty: 5756.293945
	Iteration 30Q: 3 clusters Score -1.700303e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -17003294.000000 Penalty: 5756.293945
	Iteration 31Q: 3 clusters Score -1.700329e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -17003516.000000 Penalty: 5756.293945
	Iteration 32Q: 3 clusters Score -1.700352e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -17003546.000000 Penalty: 5756.293945
	Iteration 33Q: 3 clusters Score -1.700355e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -17003680.000000 Penalty: 5756.293945
	Iteration 34Q: 3 clusters Score -1.700368e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -17003838.000000 Penalty: 5756.293945
	Iteration 35Q: 3 clusters Score -1.700384e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -17003918.000000 Penalty: 5756.293945
	Iteration 36Q: 3 clusters Score -1.700392e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -17003990.000000 Penalty: 5756.293945
	Iteration 37Q: 3 clusters Score -1.700399e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -17003980.000000 Penalty: 5756.293945
	Iteration 38Q: 3 clusters Score -1.700398e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -17004060.000000 Penalty: 5756.293945
	Iteration 39Q: 3 clusters Score -1.700406e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -17004176.000000 Penalty: 5756.293945
	Iteration 40F: 3 clusters Score -1.700418e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -17004258.000000 Penalty: 5756.293945
	Iteration 41Q: 3 clusters Score -1.700426e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -17004298.000000 Penalty: 5756.293945
	Iteration 42Q: 3 clusters Score -1.70043e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -17004358.000000 Penalty: 5756.293945
	Iteration 43Q: 3 clusters Score -1.700436e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -17004380.000000 Penalty: 5756.293945
	Iteration 44Q: 3 clusters Score -1.700438e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -17004352.000000 Penalty: 5756.293945
	Iteration 45Q: 3 clusters Score -1.700435e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -17004410.000000 Penalty: 5756.293945
	Iteration 46Q: 3 clusters Score -1.700441e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -17004422.000000 Penalty: 5756.293945
	Iteration 47Q: 3 clusters Score -1.700442e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -17004454.000000 Penalty: 5756.293945
	Iteration 48Q: 3 clusters Score -1.700445e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -17004448.000000 Penalty: 5756.293945
	Iteration 49Q: 3 clusters Score -1.700445e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -17004474.000000 Penalty: 5756.293945
	Iteration 50Q: 3 clusters Score -1.700447e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -17004478.000000 Penalty: 5756.293945
	Iteration 51Q: 3 clusters Score -1.700448e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -17004502.000000 Penalty: 5756.293945
	Iteration 52Q: 3 clusters Score -1.70045e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -17004554.000000 Penalty: 5756.293945
	Iteration 53Q: 3 clusters Score -1.700455e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -17004568.000000 Penalty: 5756.293945
	Iteration 54Q: 3 clusters Score -1.700457e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -17004554.000000 Penalty: 5756.293945
	Iteration 55Q: 3 clusters Score -1.700455e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.700458e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -17004614.000000 Penalty: 5756.293945
	Iteration 57Q: 3 clusters Score -1.700461e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -17004580.000000 Penalty: 5756.293945
	Iteration 58Q: 3 clusters Score -1.700458e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -17004618.000000 Penalty: 5756.293945
	Iteration 59Q: 3 clusters Score -1.700462e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -17004584.000000 Penalty: 5756.293945
	Iteration 60F: 3 clusters Score -1.700458e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -17004602.000000 Penalty: 5756.293945
	Iteration 61Q: 3 clusters Score -1.70046e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.700462e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -17004600.000000 Penalty: 5756.293945
	Iteration 63Q: 3 clusters Score -1.70046e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.70046e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -17004634.000000 Penalty: 5756.293945
	Iteration 65Q: 3 clusters Score -1.700463e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -17004610.000000 Penalty: 5756.293945
	Iteration 66Q: 3 clusters Score -1.700461e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -17004596.000000 Penalty: 5756.293945
	Iteration 67Q: 3 clusters Score -1.70046e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.700462e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -17004628.000000 Penalty: 5756.293945
	Iteration 69Q: 3 clusters Score -1.700463e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -17004640.000000 Penalty: 5756.293945
	Iteration 70Q: 3 clusters Score -1.700464e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -17004632.000000 Penalty: 5756.293945
	Iteration 71Q: 3 clusters Score -1.700463e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -17004608.000000 Penalty: 5756.293945
	Iteration 72Q: 3 clusters Score -1.700461e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -17004636.000000 Penalty: 5756.293945
	Iteration 73Q: 3 clusters Score -1.700464e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -17004632.000000 Penalty: 5756.293945
	Iteration 74Q: 3 clusters Score -1.700463e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -17004586.000000 Penalty: 5756.293945
	Iteration 75Q: 3 clusters Score -1.700459e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -17004570.000000 Penalty: 5756.293945
	Iteration 76Q: 3 clusters Score -1.700457e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -17004582.000000 Penalty: 5756.293945
	Iteration 77Q: 3 clusters Score -1.700458e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -17004596.000000 Penalty: 5756.293945
	Iteration 78Q: 3 clusters Score -1.70046e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -17004604.000000 Penalty: 5756.293945
	Iteration 79Q: 3 clusters Score -1.70046e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -17004598.000000 Penalty: 5756.293945
	Iteration 80F: 3 clusters Score -1.70046e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -17004594.000000 Penalty: 5756.293945
	Iteration 81Q: 3 clusters Score -1.700459e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -17004626.000000 Penalty: 5756.293945
	Iteration 82Q: 3 clusters Score -1.700463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -17004604.000000 Penalty: 5756.293945
	Iteration 83Q: 3 clusters Score -1.70046e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -17004590.000000 Penalty: 5756.293945
	Iteration 84Q: 3 clusters Score -1.700459e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.700458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -17004544.000000 Penalty: 5756.293945
	Iteration 86Q: 3 clusters Score -1.700454e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -17004532.000000 Penalty: 5756.293945
	Iteration 87Q: 3 clusters Score -1.700453e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -17004552.000000 Penalty: 5756.293945
	Iteration 88Q: 3 clusters Score -1.700455e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -17004542.000000 Penalty: 5756.293945
	Iteration 89Q: 3 clusters Score -1.700454e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -17004538.000000 Penalty: 5756.293945
	Iteration 90Q: 3 clusters Score -1.700454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -17004554.000000 Penalty: 5756.293945
	Iteration 91Q: 3 clusters Score -1.700455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -17004560.000000 Penalty: 5756.293945
	Iteration 92Q: 3 clusters Score -1.700456e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -17004550.000000 Penalty: 5756.293945
	Iteration 93Q: 3 clusters Score -1.700455e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.700458e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -17004574.000000 Penalty: 5756.293945
	Iteration 95Q: 3 clusters Score -1.700457e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -17004524.000000 Penalty: 5756.293945
	Iteration 96Q: 3 clusters Score -1.700452e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -17004536.000000 Penalty: 5756.293945
	Iteration 97Q: 3 clusters Score -1.700454e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -17004498.000000 Penalty: 5756.293945
	Iteration 98Q: 3 clusters Score -1.70045e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -17004492.000000 Penalty: 5756.293945
	Iteration 99Q: 3 clusters Score -1.700449e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -17004500.000000 Penalty: 5756.293945
	Iteration 100F: 3 clusters Score -1.70045e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -17004486.000000 Penalty: 5756.293945
	Iteration 101Q: 3 clusters Score -1.700449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -17004488.000000 Penalty: 5756.293945
	Iteration 102Q: 3 clusters Score -1.700449e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -17004492.000000 Penalty: 5756.293945
	Iteration 103Q: 3 clusters Score -1.700449e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -17004494.000000 Penalty: 5756.293945
	Iteration 104Q: 3 clusters Score -1.700449e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -17004496.000000 Penalty: 5756.293945
	Iteration 105Q: 3 clusters Score -1.70045e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -17004508.000000 Penalty: 5756.293945
	Iteration 106Q: 3 clusters Score -1.700451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -17004500.000000 Penalty: 5756.293945
	Iteration 107Q: 3 clusters Score -1.70045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -17004510.000000 Penalty: 5756.293945
	Iteration 108Q: 3 clusters Score -1.700451e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -17004488.000000 Penalty: 5756.293945
	Iteration 109Q: 3 clusters Score -1.700449e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -17004488.000000 Penalty: 5756.293945
	Iteration 110Q: 3 clusters Score -1.700449e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -17004490.000000 Penalty: 5756.293945
	Iteration 111Q: 3 clusters Score -1.700449e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -17004472.000000 Penalty: 5756.293945
	Iteration 112Q: 3 clusters Score -1.700447e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -17004456.000000 Penalty: 5756.293945
	Iteration 113Q: 3 clusters Score -1.700446e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -17004460.000000 Penalty: 5756.293945
	Iteration 114Q: 3 clusters Score -1.700446e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -17004458.000000 Penalty: 5756.293945
	Iteration 115Q: 3 clusters Score -1.700446e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -17004460.000000 Penalty: 5756.293945
	Iteration 116Q: 3 clusters Score -1.700446e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -17004470.000000 Penalty: 5756.293945
	Iteration 117Q: 3 clusters Score -1.700447e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -17004460.000000 Penalty: 5756.293945
	Iteration 118Q: 3 clusters Score -1.700446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -17004454.000000 Penalty: 5756.293945
	Iteration 119Q: 3 clusters Score -1.700445e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -17004428.000000 Penalty: 5756.293945
	Iteration 120F: 3 clusters Score -1.700443e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -17004436.000000 Penalty: 5756.293945
	Iteration 121Q: 3 clusters Score -1.700444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -17004456.000000 Penalty: 5756.293945
	Iteration 122Q: 3 clusters Score -1.700446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -17004434.000000 Penalty: 5756.293945
	Iteration 123Q: 3 clusters Score -1.700443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -17004428.000000 Penalty: 5756.293945
	Iteration 124Q: 3 clusters Score -1.700443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -17004446.000000 Penalty: 5756.293945
	Iteration 125Q: 3 clusters Score -1.700445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -17004430.000000 Penalty: 5756.293945
	Iteration 126Q: 3 clusters Score -1.700443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 127Q: 3 clusters Score -1.700442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -17004430.000000 Penalty: 5756.293945
	Iteration 128Q: 3 clusters Score -1.700443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -17004412.000000 Penalty: 5756.293945
	Iteration 129Q: 3 clusters Score -1.700441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -17004432.000000 Penalty: 5756.293945
	Iteration 130Q: 3 clusters Score -1.700443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -17004408.000000 Penalty: 5756.293945
	Iteration 131Q: 3 clusters Score -1.700441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -17004418.000000 Penalty: 5756.293945
	Iteration 132Q: 3 clusters Score -1.700442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -17004424.000000 Penalty: 5756.293945
	Iteration 133Q: 3 clusters Score -1.700442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -17004426.000000 Penalty: 5756.293945
	Iteration 134Q: 3 clusters Score -1.700443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -17004424.000000 Penalty: 5756.293945
	Iteration 135Q: 3 clusters Score -1.700442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -17004426.000000 Penalty: 5756.293945
	Iteration 136Q: 3 clusters Score -1.700443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -17004430.000000 Penalty: 5756.293945
	Iteration 137Q: 3 clusters Score -1.700443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -17004424.000000 Penalty: 5756.293945
	Iteration 138Q: 3 clusters Score -1.700442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -17004418.000000 Penalty: 5756.293945
	Iteration 139Q: 3 clusters Score -1.700442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -17004418.000000 Penalty: 5756.293945
	Iteration 140F: 3 clusters Score -1.700442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -17004428.000000 Penalty: 5756.293945
	Iteration 141Q: 3 clusters Score -1.700443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -17004428.000000 Penalty: 5756.293945
	Iteration 142Q: 3 clusters Score -1.700443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -17004430.000000 Penalty: 5756.293945
	Iteration 143Q: 3 clusters Score -1.700443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -17004432.000000 Penalty: 5756.293945
	Iteration 144Q: 3 clusters Score -1.700443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -17004418.000000 Penalty: 5756.293945
	Iteration 145Q: 3 clusters Score -1.700442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -17004430.000000 Penalty: 5756.293945
	Iteration 146Q: 3 clusters Score -1.700443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -17004426.000000 Penalty: 5756.293945
	Iteration 147Q: 3 clusters Score -1.700443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 148Q: 3 clusters Score -1.700442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 149Q: 3 clusters Score -1.700442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -17004424.000000 Penalty: 5756.293945
	Iteration 150Q: 3 clusters Score -1.700442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -17004424.000000 Penalty: 5756.293945
	Iteration 151Q: 3 clusters Score -1.700442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -17004422.000000 Penalty: 5756.293945
	Iteration 152Q: 3 clusters Score -1.700442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 153Q: 3 clusters Score -1.700442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -17004416.000000 Penalty: 5756.293945
	Iteration 154Q: 3 clusters Score -1.700442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -17004406.000000 Penalty: 5756.293945
	Iteration 155Q: 3 clusters Score -1.700441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -17004416.000000 Penalty: 5756.293945
	Iteration 156Q: 3 clusters Score -1.700442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -17004410.000000 Penalty: 5756.293945
	Iteration 157Q: 3 clusters Score -1.700441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 158Q: 3 clusters Score -1.70044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -17004414.000000 Penalty: 5756.293945
	Iteration 159Q: 3 clusters Score -1.700441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -17004416.000000 Penalty: 5756.293945
	Iteration 160F: 3 clusters Score -1.700442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -17004410.000000 Penalty: 5756.293945
	Iteration 161Q: 3 clusters Score -1.700441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 162Q: 3 clusters Score -1.70044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -17004396.000000 Penalty: 5756.293945
	Iteration 163Q: 3 clusters Score -1.70044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -17004400.000000 Penalty: 5756.293945
	Iteration 164Q: 3 clusters Score -1.70044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -17004380.000000 Penalty: 5756.293945
	Iteration 165Q: 3 clusters Score -1.700438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -17004376.000000 Penalty: 5756.293945
	Iteration 166Q: 3 clusters Score -1.700438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -17004382.000000 Penalty: 5756.293945
	Iteration 167Q: 3 clusters Score -1.700438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -17004384.000000 Penalty: 5756.293945
	Iteration 168Q: 3 clusters Score -1.700438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -17004384.000000 Penalty: 5756.293945
	Iteration 169Q: 3 clusters Score -1.700438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -17004386.000000 Penalty: 5756.293945
	Iteration 170Q: 3 clusters Score -1.700439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -17004384.000000 Penalty: 5756.293945
	Iteration 171Q: 3 clusters Score -1.700438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -17004390.000000 Penalty: 5756.293945
	Iteration 172Q: 3 clusters Score -1.700439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 173Q: 3 clusters Score -1.70044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 174Q: 3 clusters Score -1.70044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -17004402.000000 Penalty: 5756.293945
	Iteration 175Q: 3 clusters Score -1.70044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -17004416.000000 Penalty: 5756.293945
	Iteration 176Q: 3 clusters Score -1.700442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 177Q: 3 clusters Score -1.700442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -17004420.000000 Penalty: 5756.293945
	Iteration 178Q: 3 clusters Score -1.700442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -17004422.000000 Penalty: 5756.293945
	Iteration 179Q: 3 clusters Score -1.700442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -17004408.000000 Penalty: 5756.293945
	Iteration 180F: 3 clusters Score -1.700441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -17004412.000000 Penalty: 5756.293945
	Iteration 181Q: 3 clusters Score -1.700441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -17004406.000000 Penalty: 5756.293945
	Iteration 182Q: 3 clusters Score -1.700441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -17004412.000000 Penalty: 5756.293945
	Iteration 183Q: 3 clusters Score -1.700441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -17004410.000000 Penalty: 5756.293945
	Iteration 184Q: 3 clusters Score -1.700441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -17004410.000000 Penalty: 5756.293945
	Iteration 185Q: 3 clusters Score -1.700441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 186Q: 3 clusters Score -1.70044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -17004404.000000 Penalty: 5756.293945
	Iteration 187F: 3 clusters Score -1.70044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 102185 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117180 members 
Mstep: Class 11 contains 106007 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97605 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65278 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
Score: -137781680.000000 Penalty: 95326.062500
Splitting cluster 25 changes total score from -137780592.000000 to -137781680.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 26 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -367923.843750 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -367923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -364729.406250 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -364729.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -365382.343750 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -365382.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -365665.437500 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -365665.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -365901.562500 Penalty: 3948.493408
	Iteration 3F: 3 clusters Score -365901.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366075.812500 Penalty: 3948.493408
	Iteration 4F: 3 clusters Score -366075.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366224.312500 Penalty: 3948.493408
	Iteration 5Q: 3 clusters Score -366224.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366378.625000 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -366378.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366542.000000 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -366542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -366664.625000 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -366664.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366746.437500 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -366746.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -366825.812500 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -366825.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -366901.093750 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -366901.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -366973.406250 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -366973.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -367028.125000 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -367028.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -367076.875000 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -367076.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -367110.187500 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -367110.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -367141.812500 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -367141.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -367166.625000 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -367166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -367184.312500 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -367184.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -367203.937500 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -367203.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -367229.187500 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -367229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -367260.562500 Penalty: 3948.493408
	Iteration 21Q: 3 clusters Score -367260.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -367306.031250 Penalty: 3948.493408
	Iteration 22Q: 3 clusters Score -367306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -367372.062500 Penalty: 3948.493408
	Iteration 23Q: 3 clusters Score -367372.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -367427.562500 Penalty: 3948.493408
	Iteration 24Q: 3 clusters Score -367427.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367503.781250 Penalty: 3948.493408
	Iteration 25Q: 3 clusters Score -367503.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -367615.218750 Penalty: 3948.493408
	Iteration 26Q: 3 clusters Score -367615.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -367706.187500 Penalty: 3948.493408
	Iteration 27Q: 3 clusters Score -367706.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -367783.312500 Penalty: 3948.493408
	Iteration 28Q: 3 clusters Score -367783.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -367854.218750 Penalty: 3948.493408
	Iteration 29Q: 3 clusters Score -367854.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -367931.343750 Penalty: 3948.493408
	Iteration 30Q: 3 clusters Score -367931.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -367986.625000 Penalty: 3948.493408
	Iteration 31Q: 3 clusters Score -367986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -368026.656250 Penalty: 3948.493408
	Iteration 32Q: 3 clusters Score -368026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -368054.718750 Penalty: 3948.493408
	Iteration 33Q: 3 clusters Score -368054.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -368070.968750 Penalty: 3948.493408
	Iteration 34Q: 3 clusters Score -368071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -368081.968750 Penalty: 3948.493408
	Iteration 35Q: 3 clusters Score -368082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -368085.781250 Penalty: 3948.493408
	Iteration 36Q: 3 clusters Score -368085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -368086.687500 Penalty: 3948.493408
	Iteration 37Q: 3 clusters Score -368086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -368086.687500 Penalty: 3948.493408
	Iteration 38F: 3 clusters Score -368086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 102185 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117180 members 
Mstep: Class 11 contains 106007 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97605 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65278 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 1910 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 956 members 
Entering Unmasked Estep 
Score: -137780336.000000 Penalty: 98730.570312
Splitting cluster 26 changes total score from -137780592.000000 to -137780336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 76 members 
Entering Unmasked Estep 
Score: -17285.648438 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17285.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17336.263672 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17336.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17362.814453 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17362.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17362.814453 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -17362.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Entering Unmasked Estep 
Score: -896459.187500 Penalty: 2157.892822
	Iteration 0F: 2 clusters Score -896459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -891229.437500 Penalty: 4315.785645
	Iteration 0F: 3 clusters Score -891229.4 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -892646.312500 Penalty: 4315.785645
	Iteration 1F: 3 clusters Score -892646.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -892898.250000 Penalty: 4315.785645
	Iteration 2F: 3 clusters Score -892898.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -893081.375000 Penalty: 4315.785645
	Iteration 3F: 3 clusters Score -893081.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -893197.812500 Penalty: 4315.785645
	Iteration 4Q: 3 clusters Score -893197.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -893291.812500 Penalty: 4315.785645
	Iteration 5Q: 3 clusters Score -893291.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -893374.375000 Penalty: 4315.785645
	Iteration 6Q: 3 clusters Score -893374.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -893447.937500 Penalty: 4315.785645
	Iteration 7Q: 3 clusters Score -893447.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -893514.562500 Penalty: 4315.785645
	Iteration 8Q: 3 clusters Score -893514.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -893578.937500 Penalty: 4315.785645
	Iteration 9Q: 3 clusters Score -893578.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -893631.812500 Penalty: 4315.785645
	Iteration 10Q: 3 clusters Score -893631.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -893682.000000 Penalty: 4315.785645
	Iteration 11Q: 3 clusters Score -893682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -893728.312500 Penalty: 4315.785645
	Iteration 12Q: 3 clusters Score -893728.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -893772.625000 Penalty: 4315.785645
	Iteration 13Q: 3 clusters Score -893772.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -893809.250000 Penalty: 4315.785645
	Iteration 14Q: 3 clusters Score -893809.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -893840.937500 Penalty: 4315.785645
	Iteration 15Q: 3 clusters Score -893840.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -893882.562500 Penalty: 4315.785645
	Iteration 16Q: 3 clusters Score -893882.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -893926.687500 Penalty: 4315.785645
	Iteration 17Q: 3 clusters Score -893926.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -893970.187500 Penalty: 4315.785645
	Iteration 18Q: 3 clusters Score -893970.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -894016.000000 Penalty: 4315.785645
	Iteration 19Q: 3 clusters Score -894016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -894053.375000 Penalty: 4315.785645
	Iteration 20F: 3 clusters Score -894053.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -894084.687500 Penalty: 4315.785645
	Iteration 21Q: 3 clusters Score -894084.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -894113.187500 Penalty: 4315.785645
	Iteration 22Q: 3 clusters Score -894113.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -894138.562500 Penalty: 4315.785645
	Iteration 23Q: 3 clusters Score -894138.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -894158.375000 Penalty: 4315.785645
	Iteration 24Q: 3 clusters Score -894158.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -894177.125000 Penalty: 4315.785645
	Iteration 25Q: 3 clusters Score -894177.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -894193.375000 Penalty: 4315.785645
	Iteration 26Q: 3 clusters Score -894193.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -894205.875000 Penalty: 4315.785645
	Iteration 27Q: 3 clusters Score -894205.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -894218.562500 Penalty: 4315.785645
	Iteration 28Q: 3 clusters Score -894218.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -894231.000000 Penalty: 4315.785645
	Iteration 29Q: 3 clusters Score -894231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -894238.500000 Penalty: 4315.785645
	Iteration 30Q: 3 clusters Score -894238.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -894244.875000 Penalty: 4315.785645
	Iteration 31Q: 3 clusters Score -894244.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -894250.937500 Penalty: 4315.785645
	Iteration 32Q: 3 clusters Score -894250.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -894259.000000 Penalty: 4315.785645
	Iteration 33Q: 3 clusters Score -894259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -894267.375000 Penalty: 4315.785645
	Iteration 34Q: 3 clusters Score -894267.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -894274.812500 Penalty: 4315.785645
	Iteration 35Q: 3 clusters Score -894274.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -894282.812500 Penalty: 4315.785645
	Iteration 36Q: 3 clusters Score -894282.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -894295.125000 Penalty: 4315.785645
	Iteration 37Q: 3 clusters Score -894295.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -894306.062500 Penalty: 4315.785645
	Iteration 38Q: 3 clusters Score -894306.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -894310.812500 Penalty: 4315.785645
	Iteration 39Q: 3 clusters Score -894310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -894316.750000 Penalty: 4315.785645
	Iteration 40F: 3 clusters Score -894316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -894318.500000 Penalty: 4315.785645
	Iteration 41Q: 3 clusters Score -894318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -894321.562500 Penalty: 4315.785645
	Iteration 42Q: 3 clusters Score -894321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -894323.375000 Penalty: 4315.785645
	Iteration 43Q: 3 clusters Score -894323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -894324.500000 Penalty: 4315.785645
	Iteration 44Q: 3 clusters Score -894324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -894325.875000 Penalty: 4315.785645
	Iteration 45Q: 3 clusters Score -894325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -894326.437500 Penalty: 4315.785645
	Iteration 46Q: 3 clusters Score -894326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -894328.687500 Penalty: 4315.785645
	Iteration 47Q: 3 clusters Score -894328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -894329.000000 Penalty: 4315.785645
	Iteration 48Q: 3 clusters Score -894329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -894329.500000 Penalty: 4315.785645
	Iteration 49Q: 3 clusters Score -894329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -894331.562500 Penalty: 4315.785645
	Iteration 50Q: 3 clusters Score -894331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -894331.000000 Penalty: 4315.785645
	Iteration 51Q: 3 clusters Score -894331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -894331.000000 Penalty: 4315.785645
	Iteration 52Q: 3 clusters Score -894331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -894331.000000 Penalty: 4315.785645
	Iteration 53F: 3 clusters Score -894331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 102185 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 35637 members 
Mstep: Class 10 contains 117180 members 
Mstep: Class 11 contains 106007 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 97605 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65278 members 
Mstep: Class 22 contains 21988 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787632.000000 Penalty: 95326.062500
Iteration 359Q: 29 clusters Score -1.377876e+08 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 28621 members 
Mstep: Class 5 contains 102859 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66434 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36304 members 
Mstep: Class 10 contains 117857 members 
Mstep: Class 11 contains 106074 members 
Mstep: Class 12 contains 70992 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19742 members 
Mstep: Class 17 contains 98406 members 
Mstep: Class 18 contains 48285 members 
Mstep: Class 19 contains 52887 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65511 members 
Mstep: Class 22 contains 22146 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 33958 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791744.000000 Penalty: 95326.062500
Iteration 360F: 29 clusters Score -1.377917e+08 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 11306 members 
Mstep: Class 4 contains 28714 members 
Mstep: Class 5 contains 102868 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 66880 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 36699 members 
Mstep: Class 10 contains 117734 members 
Mstep: Class 11 contains 105333 members 
Mstep: Class 12 contains 70373 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19668 members 
Mstep: Class 17 contains 98438 members 
Mstep: Class 18 contains 48022 members 
Mstep: Class 19 contains 52897 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65284 members 
Mstep: Class 22 contains 22142 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 35027 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794464.000000 Penalty: 95326.062500
Iteration 361Q: 29 clusters Score -1.377945e+08 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 28819 members 
Mstep: Class 5 contains 102768 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67258 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 117495 members 
Mstep: Class 11 contains 104928 members 
Mstep: Class 12 contains 69728 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19597 members 
Mstep: Class 17 contains 98433 members 
Mstep: Class 18 contains 47848 members 
Mstep: Class 19 contains 52889 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 65079 members 
Mstep: Class 22 contains 22131 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796224.000000 Penalty: 95326.062500
Iteration 362Q: 29 clusters Score -1.377962e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 4 contains 28905 members 
Mstep: Class 5 contains 102689 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67551 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37291 members 
Mstep: Class 10 contains 117272 members 
Mstep: Class 11 contains 104773 members 
Mstep: Class 12 contains 69095 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19519 members 
Mstep: Class 17 contains 98300 members 
Mstep: Class 18 contains 47725 members 
Mstep: Class 19 contains 52878 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64874 members 
Mstep: Class 22 contains 22128 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 37142 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797136.000000 Penalty: 95326.062500
Iteration 363Q: 29 clusters Score -1.377971e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 29016 members 
Mstep: Class 5 contains 102568 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 67850 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37497 members 
Mstep: Class 10 contains 117049 members 
Mstep: Class 11 contains 104721 members 
Mstep: Class 12 contains 68580 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19465 members 
Mstep: Class 17 contains 98035 members 
Mstep: Class 18 contains 47630 members 
Mstep: Class 19 contains 52871 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64710 members 
Mstep: Class 22 contains 22128 members 
Mstep: Class 23 contains 1987 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 38041 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797936.000000 Penalty: 95326.062500
Iteration 364Q: 29 clusters Score -1.377979e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 29092 members 
Mstep: Class 5 contains 102468 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68088 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37653 members 
Mstep: Class 10 contains 116820 members 
Mstep: Class 11 contains 104652 members 
Mstep: Class 12 contains 68257 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19420 members 
Mstep: Class 17 contains 97804 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 52869 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64538 members 
Mstep: Class 22 contains 22135 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 38818 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798304.000000 Penalty: 95326.062500
Iteration 365Q: 29 clusters Score -1.377983e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 29164 members 
Mstep: Class 5 contains 102426 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68294 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37794 members 
Mstep: Class 10 contains 116611 members 
Mstep: Class 11 contains 104529 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19392 members 
Mstep: Class 17 contains 97568 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 52874 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64352 members 
Mstep: Class 22 contains 22146 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 39537 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798640.000000 Penalty: 95326.062500
Iteration 366Q: 29 clusters Score -1.377986e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 29254 members 
Mstep: Class 5 contains 102366 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68429 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37912 members 
Mstep: Class 10 contains 116438 members 
Mstep: Class 11 contains 104435 members 
Mstep: Class 12 contains 67858 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 97326 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 52895 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64169 members 
Mstep: Class 22 contains 22144 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 40166 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798944.000000 Penalty: 95326.062500
Iteration 367Q: 29 clusters Score -1.377989e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 29324 members 
Mstep: Class 5 contains 102317 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68487 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 37986 members 
Mstep: Class 10 contains 116283 members 
Mstep: Class 11 contains 104399 members 
Mstep: Class 12 contains 67756 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 97045 members 
Mstep: Class 18 contains 47435 members 
Mstep: Class 19 contains 52924 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 64009 members 
Mstep: Class 22 contains 22152 members 
Mstep: Class 23 contains 1979 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 40751 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799680.000000 Penalty: 95326.062500
Iteration 368Q: 29 clusters Score -1.377997e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 29380 members 
Mstep: Class 5 contains 102285 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68515 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 116185 members 
Mstep: Class 11 contains 104367 members 
Mstep: Class 12 contains 67700 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19307 members 
Mstep: Class 17 contains 96776 members 
Mstep: Class 18 contains 47422 members 
Mstep: Class 19 contains 52968 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63849 members 
Mstep: Class 22 contains 22139 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 41276 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799600.000000 Penalty: 95326.062500
Iteration 369Q: 29 clusters Score -1.377996e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 102279 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68529 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38073 members 
Mstep: Class 10 contains 116103 members 
Mstep: Class 11 contains 104314 members 
Mstep: Class 12 contains 67641 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19291 members 
Mstep: Class 17 contains 96527 members 
Mstep: Class 18 contains 47416 members 
Mstep: Class 19 contains 53001 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63711 members 
Mstep: Class 22 contains 22129 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 41743 members 
Mstep: Class 26 contains 2876 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800048.000000 Penalty: 95326.062500
Iteration 370Q: 29 clusters Score -1.378e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 29520 members 
Mstep: Class 5 contains 102221 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68554 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38107 members 
Mstep: Class 10 contains 115988 members 
Mstep: Class 11 contains 104259 members 
Mstep: Class 12 contains 67636 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 96324 members 
Mstep: Class 18 contains 47420 members 
Mstep: Class 19 contains 53035 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63570 members 
Mstep: Class 22 contains 22125 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 42166 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 95326.062500
Iteration 371Q: 29 clusters Score -1.378001e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 29595 members 
Mstep: Class 5 contains 102187 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68543 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38145 members 
Mstep: Class 10 contains 115889 members 
Mstep: Class 11 contains 104183 members 
Mstep: Class 12 contains 67621 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19262 members 
Mstep: Class 17 contains 96172 members 
Mstep: Class 18 contains 47420 members 
Mstep: Class 19 contains 53057 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63416 members 
Mstep: Class 22 contains 22121 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 42593 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800160.000000 Penalty: 95326.062500
Iteration 372Q: 29 clusters Score -1.378002e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 29660 members 
Mstep: Class 5 contains 102144 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68534 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38184 members 
Mstep: Class 10 contains 115828 members 
Mstep: Class 11 contains 104125 members 
Mstep: Class 12 contains 67629 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19255 members 
Mstep: Class 17 contains 95986 members 
Mstep: Class 18 contains 47410 members 
Mstep: Class 19 contains 53085 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63300 members 
Mstep: Class 22 contains 22109 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 42954 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800528.000000 Penalty: 95326.062500
Iteration 373Q: 29 clusters Score -1.378005e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 29728 members 
Mstep: Class 5 contains 102115 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68519 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38218 members 
Mstep: Class 10 contains 115786 members 
Mstep: Class 11 contains 104065 members 
Mstep: Class 12 contains 67618 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19254 members 
Mstep: Class 17 contains 95800 members 
Mstep: Class 18 contains 47414 members 
Mstep: Class 19 contains 53113 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63199 members 
Mstep: Class 22 contains 22099 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 43277 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800800.000000 Penalty: 95326.062500
Iteration 374Q: 29 clusters Score -1.378008e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 29793 members 
Mstep: Class 5 contains 102087 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68510 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38254 members 
Mstep: Class 10 contains 115730 members 
Mstep: Class 11 contains 104039 members 
Mstep: Class 12 contains 67604 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19253 members 
Mstep: Class 17 contains 95640 members 
Mstep: Class 18 contains 47414 members 
Mstep: Class 19 contains 53134 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63104 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 43555 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801168.000000 Penalty: 95326.062500
Iteration 375Q: 29 clusters Score -1.378012e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 29868 members 
Mstep: Class 5 contains 102057 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68506 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38291 members 
Mstep: Class 10 contains 115677 members 
Mstep: Class 11 contains 104017 members 
Mstep: Class 12 contains 67587 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19247 members 
Mstep: Class 17 contains 95489 members 
Mstep: Class 18 contains 47420 members 
Mstep: Class 19 contains 53149 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 63018 members 
Mstep: Class 22 contains 22101 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 43794 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801408.000000 Penalty: 95326.062500
Iteration 376Q: 29 clusters Score -1.378014e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 29941 members 
Mstep: Class 5 contains 102025 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68513 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38316 members 
Mstep: Class 10 contains 115624 members 
Mstep: Class 11 contains 104014 members 
Mstep: Class 12 contains 67559 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19238 members 
Mstep: Class 17 contains 95388 members 
Mstep: Class 18 contains 47425 members 
Mstep: Class 19 contains 53161 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62914 members 
Mstep: Class 22 contains 22106 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44002 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801280.000000 Penalty: 95326.062500
Iteration 377Q: 29 clusters Score -1.378013e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 30003 members 
Mstep: Class 5 contains 101989 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68521 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38345 members 
Mstep: Class 10 contains 115557 members 
Mstep: Class 11 contains 104039 members 
Mstep: Class 12 contains 67530 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19234 members 
Mstep: Class 17 contains 95278 members 
Mstep: Class 18 contains 47430 members 
Mstep: Class 19 contains 53174 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62814 members 
Mstep: Class 22 contains 22106 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44207 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801456.000000 Penalty: 95326.062500
Iteration 378Q: 29 clusters Score -1.378015e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 30081 members 
Mstep: Class 5 contains 101959 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68504 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38367 members 
Mstep: Class 10 contains 115502 members 
Mstep: Class 11 contains 104044 members 
Mstep: Class 12 contains 67512 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 95198 members 
Mstep: Class 18 contains 47437 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62738 members 
Mstep: Class 22 contains 22107 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44357 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801600.000000 Penalty: 95326.062500
Iteration 379Q: 29 clusters Score -1.378016e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 30158 members 
Mstep: Class 5 contains 101917 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68481 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38398 members 
Mstep: Class 10 contains 115467 members 
Mstep: Class 11 contains 104017 members 
Mstep: Class 12 contains 67501 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 95130 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 53209 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62672 members 
Mstep: Class 22 contains 22108 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44503 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801664.000000 Penalty: 95326.062500
Iteration 380F: 29 clusters Score -1.378017e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 30234 members 
Mstep: Class 5 contains 101889 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68467 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38423 members 
Mstep: Class 10 contains 115450 members 
Mstep: Class 11 contains 103971 members 
Mstep: Class 12 contains 67480 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 95049 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 53228 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62612 members 
Mstep: Class 22 contains 22105 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44647 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801776.000000 Penalty: 95326.062500
Iteration 381Q: 29 clusters Score -1.378018e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 101858 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68445 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38437 members 
Mstep: Class 10 contains 115427 members 
Mstep: Class 11 contains 103966 members 
Mstep: Class 12 contains 67456 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 95011 members 
Mstep: Class 18 contains 47449 members 
Mstep: Class 19 contains 53246 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62550 members 
Mstep: Class 22 contains 22107 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44756 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801744.000000 Penalty: 95326.062500
Iteration 382Q: 29 clusters Score -1.378017e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30364 members 
Mstep: Class 5 contains 101838 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68435 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38448 members 
Mstep: Class 10 contains 115419 members 
Mstep: Class 11 contains 103970 members 
Mstep: Class 12 contains 67441 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 94946 members 
Mstep: Class 18 contains 47453 members 
Mstep: Class 19 contains 53261 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62479 members 
Mstep: Class 22 contains 22102 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801824.000000 Penalty: 95326.062500
Iteration 383Q: 29 clusters Score -1.378018e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 101825 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68415 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38471 members 
Mstep: Class 10 contains 115405 members 
Mstep: Class 11 contains 103946 members 
Mstep: Class 12 contains 67419 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 94925 members 
Mstep: Class 18 contains 47458 members 
Mstep: Class 19 contains 53272 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62396 members 
Mstep: Class 22 contains 22093 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 44945 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802064.000000 Penalty: 95326.062500
Iteration 384Q: 29 clusters Score -1.378021e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 30502 members 
Mstep: Class 5 contains 101823 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68403 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38493 members 
Mstep: Class 10 contains 115363 members 
Mstep: Class 11 contains 103955 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 94878 members 
Mstep: Class 18 contains 47460 members 
Mstep: Class 19 contains 53280 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62314 members 
Mstep: Class 22 contains 22093 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45037 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802096.000000 Penalty: 95326.062500
Iteration 385Q: 29 clusters Score -1.378021e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30556 members 
Mstep: Class 5 contains 101816 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68396 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38502 members 
Mstep: Class 10 contains 115330 members 
Mstep: Class 11 contains 103949 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 94841 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 53299 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62254 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45127 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802256.000000 Penalty: 95326.062500
Iteration 386Q: 29 clusters Score -1.378023e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30615 members 
Mstep: Class 5 contains 101815 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68394 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38513 members 
Mstep: Class 10 contains 115282 members 
Mstep: Class 11 contains 103929 members 
Mstep: Class 12 contains 67370 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 94790 members 
Mstep: Class 18 contains 47472 members 
Mstep: Class 19 contains 53336 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62203 members 
Mstep: Class 22 contains 22083 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45215 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802304.000000 Penalty: 95326.062500
Iteration 387Q: 29 clusters Score -1.378023e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30666 members 
Mstep: Class 5 contains 101811 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68383 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38524 members 
Mstep: Class 10 contains 115238 members 
Mstep: Class 11 contains 103935 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 94725 members 
Mstep: Class 18 contains 47471 members 
Mstep: Class 19 contains 53358 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62176 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45284 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802144.000000 Penalty: 95326.062500
Iteration 388Q: 29 clusters Score -1.378021e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 101813 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68368 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38539 members 
Mstep: Class 10 contains 115208 members 
Mstep: Class 11 contains 103936 members 
Mstep: Class 12 contains 67368 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 94687 members 
Mstep: Class 18 contains 47472 members 
Mstep: Class 19 contains 53383 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62130 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45328 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802240.000000 Penalty: 95326.062500
Iteration 389Q: 29 clusters Score -1.378022e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 101797 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68361 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38548 members 
Mstep: Class 10 contains 115181 members 
Mstep: Class 11 contains 103935 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19230 members 
Mstep: Class 17 contains 94665 members 
Mstep: Class 18 contains 47471 members 
Mstep: Class 19 contains 53404 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62074 members 
Mstep: Class 22 contains 22071 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45361 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802352.000000 Penalty: 95326.062500
Iteration 390Q: 29 clusters Score -1.378024e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 101785 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68349 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38562 members 
Mstep: Class 10 contains 115163 members 
Mstep: Class 11 contains 103943 members 
Mstep: Class 12 contains 67371 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 94613 members 
Mstep: Class 18 contains 47478 members 
Mstep: Class 19 contains 53417 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 62028 members 
Mstep: Class 22 contains 22066 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45409 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802256.000000 Penalty: 95326.062500
Iteration 391Q: 29 clusters Score -1.378023e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 30930 members 
Mstep: Class 5 contains 101788 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68336 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38572 members 
Mstep: Class 10 contains 115145 members 
Mstep: Class 11 contains 103933 members 
Mstep: Class 12 contains 67370 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 94542 members 
Mstep: Class 18 contains 47484 members 
Mstep: Class 19 contains 53433 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61996 members 
Mstep: Class 22 contains 22067 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45456 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802176.000000 Penalty: 95326.062500
Iteration 392Q: 29 clusters Score -1.378022e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31000 members 
Mstep: Class 5 contains 101789 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68324 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38583 members 
Mstep: Class 10 contains 115108 members 
Mstep: Class 11 contains 103945 members 
Mstep: Class 12 contains 67350 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19232 members 
Mstep: Class 17 contains 94499 members 
Mstep: Class 18 contains 47488 members 
Mstep: Class 19 contains 53438 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61976 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45490 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802336.000000 Penalty: 95326.062500
Iteration 393Q: 29 clusters Score -1.378023e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 31050 members 
Mstep: Class 5 contains 101795 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68308 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38593 members 
Mstep: Class 10 contains 115078 members 
Mstep: Class 11 contains 103952 members 
Mstep: Class 12 contains 67357 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19233 members 
Mstep: Class 17 contains 94441 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 53448 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61952 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45529 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802496.000000 Penalty: 95326.062500
Iteration 394Q: 29 clusters Score -1.378025e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 31117 members 
Mstep: Class 5 contains 101795 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68296 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38613 members 
Mstep: Class 10 contains 115066 members 
Mstep: Class 11 contains 103957 members 
Mstep: Class 12 contains 67351 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19233 members 
Mstep: Class 17 contains 94361 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 53460 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61920 members 
Mstep: Class 22 contains 22057 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45570 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 95326.062500
Iteration 395Q: 29 clusters Score -1.378028e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 31183 members 
Mstep: Class 5 contains 101798 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68278 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38628 members 
Mstep: Class 10 contains 115063 members 
Mstep: Class 11 contains 103964 members 
Mstep: Class 12 contains 67336 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19233 members 
Mstep: Class 17 contains 94311 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 53464 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61871 members 
Mstep: Class 22 contains 22057 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45609 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 95326.062500
Iteration 396Q: 29 clusters Score -1.378027e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 31266 members 
Mstep: Class 5 contains 101803 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68275 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38642 members 
Mstep: Class 10 contains 115064 members 
Mstep: Class 11 contains 103943 members 
Mstep: Class 12 contains 67317 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19231 members 
Mstep: Class 17 contains 94256 members 
Mstep: Class 18 contains 47494 members 
Mstep: Class 19 contains 53465 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61822 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45655 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 95326.062500
Iteration 397Q: 29 clusters Score -1.378027e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 31341 members 
Mstep: Class 5 contains 101799 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68266 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38661 members 
Mstep: Class 10 contains 115049 members 
Mstep: Class 11 contains 103932 members 
Mstep: Class 12 contains 67308 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 94204 members 
Mstep: Class 18 contains 47496 members 
Mstep: Class 19 contains 53476 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61774 members 
Mstep: Class 22 contains 22055 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45700 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 95326.062500
Iteration 398Q: 29 clusters Score -1.378027e+08 nChanged 502
Entering ConstructFrom: 
Score: -137802736.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -1442954.875000 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -1442955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1435257.250000 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -1435257 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1437460.250000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -1437460 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1437850.625000 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -1437851 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1438164.000000 Penalty: 4570.457031
	Iteration 3F: 3 clusters Score -1438164 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1438435.750000 Penalty: 4570.457031
	Iteration 4F: 3 clusters Score -1438436 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1438685.000000 Penalty: 4570.457031
	Iteration 5Q: 3 clusters Score -1438685 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1438914.000000 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -1438914 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1439142.375000 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -1439142 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1439381.500000 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -1439382 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1439563.875000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -1439564 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1439720.125000 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -1439720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1439855.875000 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -1439856 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1439982.875000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -1439983 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1440094.500000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -1440094 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1440203.375000 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -1440203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1440297.750000 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -1440298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1440384.625000 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -1440385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1440475.000000 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -1440475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1440561.000000 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -1440561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1440630.000000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -1440630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1440691.375000 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -1440691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1440751.000000 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -1440751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1440811.375000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -1440811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1440854.625000 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -1440855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1440887.375000 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -1440887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1440912.750000 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -1440913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1440933.375000 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -1440933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1440945.250000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -1440945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1440958.875000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -1440959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1440967.125000 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -1440967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1440985.500000 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -1440986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1440991.875000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -1440992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1440997.750000 Penalty: 4570.457031
	Iteration 32Q: 3 clusters Score -1440998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1441006.750000 Penalty: 4570.457031
	Iteration 33Q: 3 clusters Score -1441007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1441006.875000 Penalty: 4570.457031
	Iteration 34Q: 3 clusters Score -1441007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1441013.000000 Penalty: 4570.457031
	Iteration 35Q: 3 clusters Score -1441013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1441017.375000 Penalty: 4570.457031
	Iteration 36Q: 3 clusters Score -1441017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1441017.375000 Penalty: 4570.457031
	Iteration 37F: 3 clusters Score -1441017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -782480.625000 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -782480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -777708.562500 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -777708.6 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -778928.187500 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -778928.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -779262.187500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -779262.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -779539.625000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -779539.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -779847.187500 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -779847.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -780226.312500 Penalty: 4257.622559
	Iteration 5F: 3 clusters Score -780226.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -780683.000000 Penalty: 4257.622559
	Iteration 6F: 3 clusters Score -780683 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -781127.687500 Penalty: 4257.622559
	Iteration 7F: 3 clusters Score -781127.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -781428.687500 Penalty: 4257.622559
	Iteration 8F: 3 clusters Score -781428.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -781616.500000 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -781616.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -781715.812500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -781715.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -781788.500000 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -781788.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -781825.812500 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -781825.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -781849.125000 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -781849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -781861.062500 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -781861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -781871.000000 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -781871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -781877.312500 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -781877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -781881.812500 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -781881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -781882.187500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -781882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -781881.562500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -781881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -781881.562500 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -781881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Entering Unmasked Estep 
Score: -1582295.375000 Penalty: 2314.342529
	Iteration 0F: 2 clusters Score -1582295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1573868.750000 Penalty: 4628.685059
	Iteration 0F: 3 clusters Score -1573869 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1576417.500000 Penalty: 4628.685059
	Iteration 1F: 3 clusters Score -1576418 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1576787.625000 Penalty: 4628.685059
	Iteration 2F: 3 clusters Score -1576788 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1577062.375000 Penalty: 4628.685059
	Iteration 3F: 3 clusters Score -1577062 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1577288.500000 Penalty: 4628.685059
	Iteration 4Q: 3 clusters Score -1577288 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1577483.500000 Penalty: 4628.685059
	Iteration 5Q: 3 clusters Score -1577484 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1577667.875000 Penalty: 4628.685059
	Iteration 6Q: 3 clusters Score -1577668 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1577835.500000 Penalty: 4628.685059
	Iteration 7Q: 3 clusters Score -1577836 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1577956.000000 Penalty: 4628.685059
	Iteration 8Q: 3 clusters Score -1577956 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1578088.875000 Penalty: 4628.685059
	Iteration 9Q: 3 clusters Score -1578089 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1578227.750000 Penalty: 4628.685059
	Iteration 10Q: 3 clusters Score -1578228 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1578337.500000 Penalty: 4628.685059
	Iteration 11Q: 3 clusters Score -1578338 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1578449.625000 Penalty: 4628.685059
	Iteration 12Q: 3 clusters Score -1578450 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1578564.000000 Penalty: 4628.685059
	Iteration 13Q: 3 clusters Score -1578564 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1578689.625000 Penalty: 4628.685059
	Iteration 14Q: 3 clusters Score -1578690 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1578824.750000 Penalty: 4628.685059
	Iteration 15Q: 3 clusters Score -1578825 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1578926.625000 Penalty: 4628.685059
	Iteration 16Q: 3 clusters Score -1578927 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1579035.125000 Penalty: 4628.685059
	Iteration 17Q: 3 clusters Score -1579035 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1579148.500000 Penalty: 4628.685059
	Iteration 18Q: 3 clusters Score -1579148 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1579265.875000 Penalty: 4628.685059
	Iteration 19Q: 3 clusters Score -1579266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1579405.375000 Penalty: 4628.685059
	Iteration 20F: 3 clusters Score -1579405 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1579517.750000 Penalty: 4628.685059
	Iteration 21Q: 3 clusters Score -1579518 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1579640.750000 Penalty: 4628.685059
	Iteration 22Q: 3 clusters Score -1579641 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1579756.750000 Penalty: 4628.685059
	Iteration 23Q: 3 clusters Score -1579757 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1579879.250000 Penalty: 4628.685059
	Iteration 24Q: 3 clusters Score -1579879 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1579991.125000 Penalty: 4628.685059
	Iteration 25Q: 3 clusters Score -1579991 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1580112.750000 Penalty: 4628.685059
	Iteration 26Q: 3 clusters Score -1580113 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1580228.500000 Penalty: 4628.685059
	Iteration 27Q: 3 clusters Score -1580228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1580365.500000 Penalty: 4628.685059
	Iteration 28Q: 3 clusters Score -1580366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1580486.875000 Penalty: 4628.685059
	Iteration 29Q: 3 clusters Score -1580487 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1580593.500000 Penalty: 4628.685059
	Iteration 30Q: 3 clusters Score -1580594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1580686.750000 Penalty: 4628.685059
	Iteration 31Q: 3 clusters Score -1580687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1580759.500000 Penalty: 4628.685059
	Iteration 32Q: 3 clusters Score -1580760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1580816.500000 Penalty: 4628.685059
	Iteration 33Q: 3 clusters Score -1580816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1580881.375000 Penalty: 4628.685059
	Iteration 34Q: 3 clusters Score -1580881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1580935.750000 Penalty: 4628.685059
	Iteration 35Q: 3 clusters Score -1580936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1580978.125000 Penalty: 4628.685059
	Iteration 36Q: 3 clusters Score -1580978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1581012.375000 Penalty: 4628.685059
	Iteration 37Q: 3 clusters Score -1581012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1581041.250000 Penalty: 4628.685059
	Iteration 38Q: 3 clusters Score -1581041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1581067.125000 Penalty: 4628.685059
	Iteration 39Q: 3 clusters Score -1581067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1581093.625000 Penalty: 4628.685059
	Iteration 40F: 3 clusters Score -1581094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1581115.000000 Penalty: 4628.685059
	Iteration 41Q: 3 clusters Score -1581115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1581120.625000 Penalty: 4628.685059
	Iteration 42Q: 3 clusters Score -1581121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1581125.625000 Penalty: 4628.685059
	Iteration 43Q: 3 clusters Score -1581126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1581133.000000 Penalty: 4628.685059
	Iteration 44Q: 3 clusters Score -1581133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1581136.000000 Penalty: 4628.685059
	Iteration 45Q: 3 clusters Score -1581136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1581142.375000 Penalty: 4628.685059
	Iteration 46Q: 3 clusters Score -1581142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1581147.500000 Penalty: 4628.685059
	Iteration 47Q: 3 clusters Score -1581148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1581149.125000 Penalty: 4628.685059
	Iteration 48Q: 3 clusters Score -1581149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1581149.125000 Penalty: 4628.685059
	Iteration 49Q: 3 clusters Score -1581149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1581151.250000 Penalty: 4628.685059
	Iteration 50Q: 3 clusters Score -1581151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1581152.625000 Penalty: 4628.685059
	Iteration 51Q: 3 clusters Score -1581153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1581153.500000 Penalty: 4628.685059
	Iteration 52Q: 3 clusters Score -1581154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1581150.750000 Penalty: 4628.685059
	Iteration 53Q: 3 clusters Score -1581151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1581150.500000 Penalty: 4628.685059
	Iteration 54Q: 3 clusters Score -1581150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1581150.500000 Penalty: 4628.685059
	Iteration 55F: 3 clusters Score -1581150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Entering Unmasked Estep 
Score: -4865184.500000 Penalty: 2568.050049
	Iteration 0F: 2 clusters Score -4865184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4843636.000000 Penalty: 5136.100098
	Iteration 0F: 3 clusters Score -4843636 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4851463.000000 Penalty: 5136.100098
	Iteration 1F: 3 clusters Score -4851463 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4851939.000000 Penalty: 5136.100098
	Iteration 2Q: 3 clusters Score -4851939 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4852346.000000 Penalty: 5136.100098
	Iteration 3Q: 3 clusters Score -4852346 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4852776.000000 Penalty: 5136.100098
	Iteration 4Q: 3 clusters Score -4852776 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4853290.000000 Penalty: 5136.100098
	Iteration 5Q: 3 clusters Score -4853290 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4854008.500000 Penalty: 5136.100098
	Iteration 6Q: 3 clusters Score -4854008 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4855054.000000 Penalty: 5136.100098
	Iteration 7F: 3 clusters Score -4855054 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4856482.000000 Penalty: 5136.100098
	Iteration 8F: 3 clusters Score -4856482 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4858393.500000 Penalty: 5136.100098
	Iteration 9F: 3 clusters Score -4858394 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4860176.000000 Penalty: 5136.100098
	Iteration 10F: 3 clusters Score -4860176 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4861359.000000 Penalty: 5136.100098
	Iteration 11Q: 3 clusters Score -4861359 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4862070.500000 Penalty: 5136.100098
	Iteration 12Q: 3 clusters Score -4862070 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4862465.500000 Penalty: 5136.100098
	Iteration 13Q: 3 clusters Score -4862466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4862663.500000 Penalty: 5136.100098
	Iteration 14Q: 3 clusters Score -4862664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4862751.500000 Penalty: 5136.100098
	Iteration 15Q: 3 clusters Score -4862752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -4862843.500000 Penalty: 5136.100098
	Iteration 16Q: 3 clusters Score -4862844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4862892.000000 Penalty: 5136.100098
	Iteration 17Q: 3 clusters Score -4862892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4862929.000000 Penalty: 5136.100098
	Iteration 18Q: 3 clusters Score -4862929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4862958.000000 Penalty: 5136.100098
	Iteration 19Q: 3 clusters Score -4862958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4862969.500000 Penalty: 5136.100098
	Iteration 20F: 3 clusters Score -4862970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4862974.500000 Penalty: 5136.100098
	Iteration 21Q: 3 clusters Score -4862974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4862973.000000 Penalty: 5136.100098
	Iteration 22Q: 3 clusters Score -4862973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4862981.500000 Penalty: 5136.100098
	Iteration 23Q: 3 clusters Score -4862982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4862988.500000 Penalty: 5136.100098
	Iteration 24Q: 3 clusters Score -4862988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4862989.500000 Penalty: 5136.100098
	Iteration 25Q: 3 clusters Score -4862990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4862988.000000 Penalty: 5136.100098
	Iteration 26Q: 3 clusters Score -4862988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4862988.000000 Penalty: 5136.100098
	Iteration 27F: 3 clusters Score -4862988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Entering Unmasked Estep 
Score: -15673084.000000 Penalty: 2859.578857
	Iteration 0F: 2 clusters Score -1.567308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -15609512.000000 Penalty: 5719.157715
	Iteration 0F: 3 clusters Score -1.560951e+07 nChanged 47960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -15637103.000000 Penalty: 5719.157715
	Iteration 1F: 3 clusters Score -1.56371e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -15637748.000000 Penalty: 5719.157715
	Iteration 2Q: 3 clusters Score -1.563775e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -15638535.000000 Penalty: 5719.157715
	Iteration 3Q: 3 clusters Score -1.563854e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -15639358.000000 Penalty: 5719.157715
	Iteration 4Q: 3 clusters Score -1.563936e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -15640338.000000 Penalty: 5719.157715
	Iteration 5Q: 3 clusters Score -1.564034e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -15641334.000000 Penalty: 5719.157715
	Iteration 6Q: 3 clusters Score -1.564133e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -15642554.000000 Penalty: 5719.157715
	Iteration 7Q: 3 clusters Score -1.564255e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -15643939.000000 Penalty: 5719.157715
	Iteration 8Q: 3 clusters Score -1.564394e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -15645793.000000 Penalty: 5719.157715
	Iteration 9Q: 3 clusters Score -1.564579e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -15648252.000000 Penalty: 5719.157715
	Iteration 10Q: 3 clusters Score -1.564825e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -15650892.000000 Penalty: 5719.157715
	Iteration 11Q: 3 clusters Score -1.565089e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -15653706.000000 Penalty: 5719.157715
	Iteration 12Q: 3 clusters Score -1.565371e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -15656839.000000 Penalty: 5719.157715
	Iteration 13Q: 3 clusters Score -1.565684e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -15659367.000000 Penalty: 5719.157715
	Iteration 14Q: 3 clusters Score -1.565937e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -15661061.000000 Penalty: 5719.157715
	Iteration 15Q: 3 clusters Score -1.566106e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -15662269.000000 Penalty: 5719.157715
	Iteration 16Q: 3 clusters Score -1.566227e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -15663223.000000 Penalty: 5719.157715
	Iteration 17Q: 3 clusters Score -1.566322e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -15664257.000000 Penalty: 5719.157715
	Iteration 18Q: 3 clusters Score -1.566426e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -15665362.000000 Penalty: 5719.157715
	Iteration 19Q: 3 clusters Score -1.566536e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -15666402.000000 Penalty: 5719.157715
	Iteration 20F: 3 clusters Score -1.56664e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -15667371.000000 Penalty: 5719.157715
	Iteration 21Q: 3 clusters Score -1.566737e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -15668031.000000 Penalty: 5719.157715
	Iteration 22Q: 3 clusters Score -1.566803e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -15668702.000000 Penalty: 5719.157715
	Iteration 23Q: 3 clusters Score -1.56687e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -15669209.000000 Penalty: 5719.157715
	Iteration 24Q: 3 clusters Score -1.566921e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -15669590.000000 Penalty: 5719.157715
	Iteration 25Q: 3 clusters Score -1.566959e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -15669922.000000 Penalty: 5719.157715
	Iteration 26Q: 3 clusters Score -1.566992e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -15670106.000000 Penalty: 5719.157715
	Iteration 27Q: 3 clusters Score -1.567011e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -15670223.000000 Penalty: 5719.157715
	Iteration 28Q: 3 clusters Score -1.567022e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -15670322.000000 Penalty: 5719.157715
	Iteration 29Q: 3 clusters Score -1.567032e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -15670497.000000 Penalty: 5719.157715
	Iteration 30Q: 3 clusters Score -1.56705e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -15670611.000000 Penalty: 5719.157715
	Iteration 31Q: 3 clusters Score -1.567061e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -15670658.000000 Penalty: 5719.157715
	Iteration 32Q: 3 clusters Score -1.567066e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -15670685.000000 Penalty: 5719.157715
	Iteration 33Q: 3 clusters Score -1.567068e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -15670701.000000 Penalty: 5719.157715
	Iteration 34Q: 3 clusters Score -1.56707e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -15670761.000000 Penalty: 5719.157715
	Iteration 35Q: 3 clusters Score -1.567076e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -15670824.000000 Penalty: 5719.157715
	Iteration 36Q: 3 clusters Score -1.567082e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -15670813.000000 Penalty: 5719.157715
	Iteration 37Q: 3 clusters Score -1.567081e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -15670828.000000 Penalty: 5719.157715
	Iteration 38Q: 3 clusters Score -1.567083e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -15670852.000000 Penalty: 5719.157715
	Iteration 39Q: 3 clusters Score -1.567085e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -15670869.000000 Penalty: 5719.157715
	Iteration 40F: 3 clusters Score -1.567087e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -15670912.000000 Penalty: 5719.157715
	Iteration 41Q: 3 clusters Score -1.567091e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -15670949.000000 Penalty: 5719.157715
	Iteration 42Q: 3 clusters Score -1.567095e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -15670958.000000 Penalty: 5719.157715
	Iteration 43Q: 3 clusters Score -1.567096e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -15671004.000000 Penalty: 5719.157715
	Iteration 44Q: 3 clusters Score -1.5671e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -15671009.000000 Penalty: 5719.157715
	Iteration 45Q: 3 clusters Score -1.567101e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -15671027.000000 Penalty: 5719.157715
	Iteration 46Q: 3 clusters Score -1.567103e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -15671056.000000 Penalty: 5719.157715
	Iteration 47Q: 3 clusters Score -1.567106e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -15671043.000000 Penalty: 5719.157715
	Iteration 48Q: 3 clusters Score -1.567104e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -15671060.000000 Penalty: 5719.157715
	Iteration 49Q: 3 clusters Score -1.567106e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -15671106.000000 Penalty: 5719.157715
	Iteration 50Q: 3 clusters Score -1.567111e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -15671097.000000 Penalty: 5719.157715
	Iteration 51Q: 3 clusters Score -1.56711e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -15671078.000000 Penalty: 5719.157715
	Iteration 52Q: 3 clusters Score -1.567108e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -15671107.000000 Penalty: 5719.157715
	Iteration 53Q: 3 clusters Score -1.567111e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -15671142.000000 Penalty: 5719.157715
	Iteration 54Q: 3 clusters Score -1.567114e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -15671141.000000 Penalty: 5719.157715
	Iteration 55Q: 3 clusters Score -1.567114e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 5719.157715
	Iteration 56Q: 3 clusters Score -1.567116e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -15671167.000000 Penalty: 5719.157715
	Iteration 57Q: 3 clusters Score -1.567117e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 58Q: 3 clusters Score -1.567118e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -15671193.000000 Penalty: 5719.157715
	Iteration 59Q: 3 clusters Score -1.567119e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -15671197.000000 Penalty: 5719.157715
	Iteration 60F: 3 clusters Score -1.56712e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 61Q: 3 clusters Score -1.567119e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -15671191.000000 Penalty: 5719.157715
	Iteration 62Q: 3 clusters Score -1.567119e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -15671192.000000 Penalty: 5719.157715
	Iteration 63Q: 3 clusters Score -1.567119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -15671172.000000 Penalty: 5719.157715
	Iteration 64Q: 3 clusters Score -1.567117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -15671173.000000 Penalty: 5719.157715
	Iteration 65Q: 3 clusters Score -1.567117e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -15671174.000000 Penalty: 5719.157715
	Iteration 66Q: 3 clusters Score -1.567117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -15671176.000000 Penalty: 5719.157715
	Iteration 67Q: 3 clusters Score -1.567118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -15671177.000000 Penalty: 5719.157715
	Iteration 68Q: 3 clusters Score -1.567118e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -15671192.000000 Penalty: 5719.157715
	Iteration 69Q: 3 clusters Score -1.567119e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -15671200.000000 Penalty: 5719.157715
	Iteration 70Q: 3 clusters Score -1.56712e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 71Q: 3 clusters Score -1.567118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -15671157.000000 Penalty: 5719.157715
	Iteration 72Q: 3 clusters Score -1.567116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -15671156.000000 Penalty: 5719.157715
	Iteration 73Q: 3 clusters Score -1.567116e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -15671177.000000 Penalty: 5719.157715
	Iteration 74Q: 3 clusters Score -1.567118e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 75Q: 3 clusters Score -1.567118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 76Q: 3 clusters Score -1.567118e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -15671191.000000 Penalty: 5719.157715
	Iteration 77Q: 3 clusters Score -1.567119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 78Q: 3 clusters Score -1.567119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -15671176.000000 Penalty: 5719.157715
	Iteration 79Q: 3 clusters Score -1.567118e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -15671170.000000 Penalty: 5719.157715
	Iteration 80F: 3 clusters Score -1.567117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -15671183.000000 Penalty: 5719.157715
	Iteration 81Q: 3 clusters Score -1.567118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -15671189.000000 Penalty: 5719.157715
	Iteration 82Q: 3 clusters Score -1.567119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 83Q: 3 clusters Score -1.567118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 84Q: 3 clusters Score -1.567118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -15671195.000000 Penalty: 5719.157715
	Iteration 85Q: 3 clusters Score -1.56712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -15671190.000000 Penalty: 5719.157715
	Iteration 86Q: 3 clusters Score -1.567119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -15671184.000000 Penalty: 5719.157715
	Iteration 87Q: 3 clusters Score -1.567118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -15671167.000000 Penalty: 5719.157715
	Iteration 88Q: 3 clusters Score -1.567117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 89Q: 3 clusters Score -1.567119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -15671184.000000 Penalty: 5719.157715
	Iteration 90Q: 3 clusters Score -1.567118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -15671189.000000 Penalty: 5719.157715
	Iteration 91Q: 3 clusters Score -1.567119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -15671194.000000 Penalty: 5719.157715
	Iteration 92Q: 3 clusters Score -1.567119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -15671162.000000 Penalty: 5719.157715
	Iteration 93Q: 3 clusters Score -1.567116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -15671159.000000 Penalty: 5719.157715
	Iteration 94Q: 3 clusters Score -1.567116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 5719.157715
	Iteration 95Q: 3 clusters Score -1.567116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -15671174.000000 Penalty: 5719.157715
	Iteration 96Q: 3 clusters Score -1.567117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -15671187.000000 Penalty: 5719.157715
	Iteration 97Q: 3 clusters Score -1.567119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -15671171.000000 Penalty: 5719.157715
	Iteration 98Q: 3 clusters Score -1.567117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -15671132.000000 Penalty: 5719.157715
	Iteration 99Q: 3 clusters Score -1.567113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -15671133.000000 Penalty: 5719.157715
	Iteration 100F: 3 clusters Score -1.567113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -15671141.000000 Penalty: 5719.157715
	Iteration 101Q: 3 clusters Score -1.567114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -15671138.000000 Penalty: 5719.157715
	Iteration 102Q: 3 clusters Score -1.567114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -15671133.000000 Penalty: 5719.157715
	Iteration 103Q: 3 clusters Score -1.567113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -15671108.000000 Penalty: 5719.157715
	Iteration 104Q: 3 clusters Score -1.567111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -15671133.000000 Penalty: 5719.157715
	Iteration 105Q: 3 clusters Score -1.567113e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -15671147.000000 Penalty: 5719.157715
	Iteration 106Q: 3 clusters Score -1.567115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -15671151.000000 Penalty: 5719.157715
	Iteration 107Q: 3 clusters Score -1.567115e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -15671149.000000 Penalty: 5719.157715
	Iteration 108Q: 3 clusters Score -1.567115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -15671144.000000 Penalty: 5719.157715
	Iteration 109Q: 3 clusters Score -1.567114e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -15671145.000000 Penalty: 5719.157715
	Iteration 110Q: 3 clusters Score -1.567114e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -15671140.000000 Penalty: 5719.157715
	Iteration 111Q: 3 clusters Score -1.567114e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -15671147.000000 Penalty: 5719.157715
	Iteration 112Q: 3 clusters Score -1.567115e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -15671138.000000 Penalty: 5719.157715
	Iteration 113Q: 3 clusters Score -1.567114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -15671143.000000 Penalty: 5719.157715
	Iteration 114Q: 3 clusters Score -1.567114e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -15671146.000000 Penalty: 5719.157715
	Iteration 115Q: 3 clusters Score -1.567115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -15671121.000000 Penalty: 5719.157715
	Iteration 116Q: 3 clusters Score -1.567112e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -15671135.000000 Penalty: 5719.157715
	Iteration 117Q: 3 clusters Score -1.567114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -15671124.000000 Penalty: 5719.157715
	Iteration 118Q: 3 clusters Score -1.567112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -15671120.000000 Penalty: 5719.157715
	Iteration 119Q: 3 clusters Score -1.567112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -15671149.000000 Penalty: 5719.157715
	Iteration 120F: 3 clusters Score -1.567115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -15671146.000000 Penalty: 5719.157715
	Iteration 121Q: 3 clusters Score -1.567115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -15671136.000000 Penalty: 5719.157715
	Iteration 122Q: 3 clusters Score -1.567114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -15671138.000000 Penalty: 5719.157715
	Iteration 123Q: 3 clusters Score -1.567114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -15671134.000000 Penalty: 5719.157715
	Iteration 124Q: 3 clusters Score -1.567113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -15671134.000000 Penalty: 5719.157715
	Iteration 125Q: 3 clusters Score -1.567113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -15671130.000000 Penalty: 5719.157715
	Iteration 126Q: 3 clusters Score -1.567113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -15671144.000000 Penalty: 5719.157715
	Iteration 127Q: 3 clusters Score -1.567114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -15671149.000000 Penalty: 5719.157715
	Iteration 128Q: 3 clusters Score -1.567115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -15671152.000000 Penalty: 5719.157715
	Iteration 129Q: 3 clusters Score -1.567115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 5719.157715
	Iteration 130Q: 3 clusters Score -1.567116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -15671162.000000 Penalty: 5719.157715
	Iteration 131Q: 3 clusters Score -1.567116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -15671173.000000 Penalty: 5719.157715
	Iteration 132Q: 3 clusters Score -1.567117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 133Q: 3 clusters Score -1.567118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -15671173.000000 Penalty: 5719.157715
	Iteration 134Q: 3 clusters Score -1.567117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 135Q: 3 clusters Score -1.567119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -15671194.000000 Penalty: 5719.157715
	Iteration 136Q: 3 clusters Score -1.567119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -15671184.000000 Penalty: 5719.157715
	Iteration 137Q: 3 clusters Score -1.567118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -15671178.000000 Penalty: 5719.157715
	Iteration 138Q: 3 clusters Score -1.567118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -15671175.000000 Penalty: 5719.157715
	Iteration 139Q: 3 clusters Score -1.567118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -15671197.000000 Penalty: 5719.157715
	Iteration 140F: 3 clusters Score -1.56712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -15671193.000000 Penalty: 5719.157715
	Iteration 141Q: 3 clusters Score -1.567119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 142Q: 3 clusters Score -1.567118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -15671168.000000 Penalty: 5719.157715
	Iteration 143Q: 3 clusters Score -1.567117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 5719.157715
	Iteration 144Q: 3 clusters Score -1.567116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -15671159.000000 Penalty: 5719.157715
	Iteration 145Q: 3 clusters Score -1.567116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -15671161.000000 Penalty: 5719.157715
	Iteration 146Q: 3 clusters Score -1.567116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -15671150.000000 Penalty: 5719.157715
	Iteration 147Q: 3 clusters Score -1.567115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -15671146.000000 Penalty: 5719.157715
	Iteration 148Q: 3 clusters Score -1.567115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -15671148.000000 Penalty: 5719.157715
	Iteration 149Q: 3 clusters Score -1.567115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -15671151.000000 Penalty: 5719.157715
	Iteration 150Q: 3 clusters Score -1.567115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -15671159.000000 Penalty: 5719.157715
	Iteration 151Q: 3 clusters Score -1.567116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -15671166.000000 Penalty: 5719.157715
	Iteration 152Q: 3 clusters Score -1.567117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -15671169.000000 Penalty: 5719.157715
	Iteration 153Q: 3 clusters Score -1.567117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -15671167.000000 Penalty: 5719.157715
	Iteration 154Q: 3 clusters Score -1.567117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 155Q: 3 clusters Score -1.567118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -15671169.000000 Penalty: 5719.157715
	Iteration 156Q: 3 clusters Score -1.567117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -15671168.000000 Penalty: 5719.157715
	Iteration 157Q: 3 clusters Score -1.567117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -15671188.000000 Penalty: 5719.157715
	Iteration 158Q: 3 clusters Score -1.567119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 159Q: 3 clusters Score -1.567118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 160F: 3 clusters Score -1.567119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -15671195.000000 Penalty: 5719.157715
	Iteration 161Q: 3 clusters Score -1.56712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -15671197.000000 Penalty: 5719.157715
	Iteration 162Q: 3 clusters Score -1.56712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -15671180.000000 Penalty: 5719.157715
	Iteration 163Q: 3 clusters Score -1.567118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -15671156.000000 Penalty: 5719.157715
	Iteration 164Q: 3 clusters Score -1.567116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -15671169.000000 Penalty: 5719.157715
	Iteration 165Q: 3 clusters Score -1.567117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -15671179.000000 Penalty: 5719.157715
	Iteration 166Q: 3 clusters Score -1.567118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -15671183.000000 Penalty: 5719.157715
	Iteration 167Q: 3 clusters Score -1.567118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -15671192.000000 Penalty: 5719.157715
	Iteration 168Q: 3 clusters Score -1.567119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -15671201.000000 Penalty: 5719.157715
	Iteration 169Q: 3 clusters Score -1.56712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -15671200.000000 Penalty: 5719.157715
	Iteration 170Q: 3 clusters Score -1.56712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 171Q: 3 clusters Score -1.567119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -15671185.000000 Penalty: 5719.157715
	Iteration 172Q: 3 clusters Score -1.567118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -15671186.000000 Penalty: 5719.157715
	Iteration 173Q: 3 clusters Score -1.567119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -15671162.000000 Penalty: 5719.157715
	Iteration 174Q: 3 clusters Score -1.567116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -15671148.000000 Penalty: 5719.157715
	Iteration 175Q: 3 clusters Score -1.567115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -15671172.000000 Penalty: 5719.157715
	Iteration 176Q: 3 clusters Score -1.567117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -15671165.000000 Penalty: 5719.157715
	Iteration 177Q: 3 clusters Score -1.567116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -15671174.000000 Penalty: 5719.157715
	Iteration 178Q: 3 clusters Score -1.567117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 179Q: 3 clusters Score -1.567118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -15671184.000000 Penalty: 5719.157715
	Iteration 180F: 3 clusters Score -1.567118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -15671181.000000 Penalty: 5719.157715
	Iteration 181Q: 3 clusters Score -1.567118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -15671173.000000 Penalty: 5719.157715
	Iteration 182Q: 3 clusters Score -1.567117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -15671180.000000 Penalty: 5719.157715
	Iteration 183Q: 3 clusters Score -1.567118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -15671168.000000 Penalty: 5719.157715
	Iteration 184Q: 3 clusters Score -1.567117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -15671169.000000 Penalty: 5719.157715
	Iteration 185Q: 3 clusters Score -1.567117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 5719.157715
	Iteration 186Q: 3 clusters Score -1.567116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -15671145.000000 Penalty: 5719.157715
	Iteration 187Q: 3 clusters Score -1.567114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -15671130.000000 Penalty: 5719.157715
	Iteration 188Q: 3 clusters Score -1.567113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -15671130.000000 Penalty: 5719.157715
	Iteration 189Q: 3 clusters Score -1.567113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -15671150.000000 Penalty: 5719.157715
	Iteration 190Q: 3 clusters Score -1.567115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -15671152.000000 Penalty: 5719.157715
	Iteration 191Q: 3 clusters Score -1.567115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -15671152.000000 Penalty: 5719.157715
	Iteration 192Q: 3 clusters Score -1.567115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -15671154.000000 Penalty: 5719.157715
	Iteration 193Q: 3 clusters Score -1.567115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -15671162.000000 Penalty: 5719.157715
	Iteration 194Q: 3 clusters Score -1.567116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -15671165.000000 Penalty: 5719.157715
	Iteration 195Q: 3 clusters Score -1.567116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -15671161.000000 Penalty: 5719.157715
	Iteration 196Q: 3 clusters Score -1.567116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -15671159.000000 Penalty: 5719.157715
	Iteration 197Q: 3 clusters Score -1.567116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 5719.157715
	Iteration 198Q: 3 clusters Score -1.567116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -15671149.000000 Penalty: 5719.157715
	Iteration 199Q: 3 clusters Score -1.567115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -15671156.000000 Penalty: 5719.157715
	Iteration 200F: 3 clusters Score -1.567116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -15671158.000000 Penalty: 5719.157715
	Iteration 201Q: 3 clusters Score -1.567116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -15671171.000000 Penalty: 5719.157715
	Iteration 202Q: 3 clusters Score -1.567117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -15671166.000000 Penalty: 5719.157715
	Iteration 203Q: 3 clusters Score -1.567117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 5719.157715
	Iteration 204Q: 3 clusters Score -1.567116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -15671150.000000 Penalty: 5719.157715
	Iteration 205Q: 3 clusters Score -1.567115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -15671169.000000 Penalty: 5719.157715
	Iteration 206Q: 3 clusters Score -1.567117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 5719.157715
	Iteration 207Q: 3 clusters Score -1.567116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 5719.157715
	Iteration 208Q: 3 clusters Score -1.567116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 5719.157715
	Iteration 209Q: 3 clusters Score -1.567116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -15671154.000000 Penalty: 5719.157715
	Iteration 210Q: 3 clusters Score -1.567115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -15671154.000000 Penalty: 5719.157715
	Iteration 211F: 3 clusters Score -1.567115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160830.625000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160830.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161477.312500 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161477.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161813.421875 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -161813.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162093.453125 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162093.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162434.171875 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162434.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162763.343750 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -162763.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -162917.312500 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -162917.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162976.828125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -162976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163043.859375 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163043.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -163152.984375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -163225.390625 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163258.781250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -163258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -163309.968750 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -163310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163428.203125 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -163428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163528.750000 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -163528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163564.875000 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -163564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163574.093750 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -163574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163578.031250 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -163578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163581.984375 Penalty: 3514.606934
	Iteration 18F: 3 clusters Score -163582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163601.734375 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -163601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163641.921875 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -163641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -163928.781250 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -163928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -164305.812500 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -164305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164367.562500 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -164367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -164381.687500 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -164381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -164391.593750 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -164391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164395.875000 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -164395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164399.859375 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -164399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164399.859375 Penalty: 3514.606934
	Iteration 28F: 3 clusters Score -164399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31415 members 
Mstep: Class 5 contains 101779 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 115027 members 
Mstep: Class 11 contains 103932 members 
Mstep: Class 12 contains 67304 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 94157 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61738 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45741 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 516 members 
Entering Unmasked Estep 
Score: -137802576.000000 Penalty: 98730.570312
Splitting cluster 6 changes total score from -137802736.000000 to -137802576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Entering Unmasked Estep 
Score: -10650122.000000 Penalty: 2760.496582
	Iteration 0F: 2 clusters Score -1.065012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -10604353.000000 Penalty: 5520.993164
	Iteration 0F: 3 clusters Score -1.060435e+07 nChanged 31952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -10622448.000000 Penalty: 5520.993164
	Iteration 1F: 3 clusters Score -1.062245e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -10623028.000000 Penalty: 5520.993164
	Iteration 2Q: 3 clusters Score -1.062303e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -10623514.000000 Penalty: 5520.993164
	Iteration 3Q: 3 clusters Score -1.062351e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -10624068.000000 Penalty: 5520.993164
	Iteration 4Q: 3 clusters Score -1.062407e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -10624806.000000 Penalty: 5520.993164
	Iteration 5Q: 3 clusters Score -1.062481e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -10625835.000000 Penalty: 5520.993164
	Iteration 6Q: 3 clusters Score -1.062584e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -10627583.000000 Penalty: 5520.993164
	Iteration 7Q: 3 clusters Score -1.062758e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -10630146.000000 Penalty: 5520.993164
	Iteration 8F: 3 clusters Score -1.063015e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10633512.000000 Penalty: 5520.993164
	Iteration 9F: 3 clusters Score -1.063351e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -10637097.000000 Penalty: 5520.993164
	Iteration 10F: 3 clusters Score -1.06371e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -10639813.000000 Penalty: 5520.993164
	Iteration 11F: 3 clusters Score -1.063981e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -10641555.000000 Penalty: 5520.993164
	Iteration 12Q: 3 clusters Score -1.064156e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -10642644.000000 Penalty: 5520.993164
	Iteration 13Q: 3 clusters Score -1.064264e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -10643304.000000 Penalty: 5520.993164
	Iteration 14Q: 3 clusters Score -1.06433e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -10643890.000000 Penalty: 5520.993164
	Iteration 15Q: 3 clusters Score -1.064389e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -10644364.000000 Penalty: 5520.993164
	Iteration 16Q: 3 clusters Score -1.064436e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -10644846.000000 Penalty: 5520.993164
	Iteration 17Q: 3 clusters Score -1.064485e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -10645285.000000 Penalty: 5520.993164
	Iteration 18Q: 3 clusters Score -1.064528e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -10645710.000000 Penalty: 5520.993164
	Iteration 19Q: 3 clusters Score -1.064571e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -10646132.000000 Penalty: 5520.993164
	Iteration 20F: 3 clusters Score -1.064613e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -10646419.000000 Penalty: 5520.993164
	Iteration 21Q: 3 clusters Score -1.064642e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -10646679.000000 Penalty: 5520.993164
	Iteration 22Q: 3 clusters Score -1.064668e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -10646841.000000 Penalty: 5520.993164
	Iteration 23Q: 3 clusters Score -1.064684e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -10646959.000000 Penalty: 5520.993164
	Iteration 24Q: 3 clusters Score -1.064696e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -10647113.000000 Penalty: 5520.993164
	Iteration 25Q: 3 clusters Score -1.064711e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -10647193.000000 Penalty: 5520.993164
	Iteration 26Q: 3 clusters Score -1.064719e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -10647278.000000 Penalty: 5520.993164
	Iteration 27Q: 3 clusters Score -1.064728e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -10647353.000000 Penalty: 5520.993164
	Iteration 28Q: 3 clusters Score -1.064735e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -10647419.000000 Penalty: 5520.993164
	Iteration 29Q: 3 clusters Score -1.064742e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -10647486.000000 Penalty: 5520.993164
	Iteration 30Q: 3 clusters Score -1.064749e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -10647553.000000 Penalty: 5520.993164
	Iteration 31Q: 3 clusters Score -1.064755e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -10647593.000000 Penalty: 5520.993164
	Iteration 32Q: 3 clusters Score -1.064759e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -10647617.000000 Penalty: 5520.993164
	Iteration 33Q: 3 clusters Score -1.064762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -10647655.000000 Penalty: 5520.993164
	Iteration 34Q: 3 clusters Score -1.064766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -10647677.000000 Penalty: 5520.993164
	Iteration 35Q: 3 clusters Score -1.064768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -10647709.000000 Penalty: 5520.993164
	Iteration 36Q: 3 clusters Score -1.064771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -10647737.000000 Penalty: 5520.993164
	Iteration 37Q: 3 clusters Score -1.064774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -10647751.000000 Penalty: 5520.993164
	Iteration 38Q: 3 clusters Score -1.064775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -10647763.000000 Penalty: 5520.993164
	Iteration 39Q: 3 clusters Score -1.064776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -10647788.000000 Penalty: 5520.993164
	Iteration 40F: 3 clusters Score -1.064779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -10647790.000000 Penalty: 5520.993164
	Iteration 41Q: 3 clusters Score -1.064779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -10647794.000000 Penalty: 5520.993164
	Iteration 42Q: 3 clusters Score -1.064779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -10647795.000000 Penalty: 5520.993164
	Iteration 43Q: 3 clusters Score -1.06478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -10647795.000000 Penalty: 5520.993164
	Iteration 44Q: 3 clusters Score -1.06478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -10647790.000000 Penalty: 5520.993164
	Iteration 45Q: 3 clusters Score -1.064779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -10647803.000000 Penalty: 5520.993164
	Iteration 46Q: 3 clusters Score -1.06478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -10647796.000000 Penalty: 5520.993164
	Iteration 47Q: 3 clusters Score -1.06478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -10647792.000000 Penalty: 5520.993164
	Iteration 48Q: 3 clusters Score -1.064779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -10647799.000000 Penalty: 5520.993164
	Iteration 49Q: 3 clusters Score -1.06478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -10647805.000000 Penalty: 5520.993164
	Iteration 50Q: 3 clusters Score -1.06478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -10647807.000000 Penalty: 5520.993164
	Iteration 51Q: 3 clusters Score -1.064781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -10647811.000000 Penalty: 5520.993164
	Iteration 52Q: 3 clusters Score -1.064781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -10647795.000000 Penalty: 5520.993164
	Iteration 53Q: 3 clusters Score -1.06478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -10647801.000000 Penalty: 5520.993164
	Iteration 54Q: 3 clusters Score -1.06478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -10647796.000000 Penalty: 5520.993164
	Iteration 55Q: 3 clusters Score -1.06478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -10647801.000000 Penalty: 5520.993164
	Iteration 56Q: 3 clusters Score -1.06478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -10647797.000000 Penalty: 5520.993164
	Iteration 57Q: 3 clusters Score -1.06478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -10647804.000000 Penalty: 5520.993164
	Iteration 58Q: 3 clusters Score -1.06478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -10647808.000000 Penalty: 5520.993164
	Iteration 59Q: 3 clusters Score -1.064781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -10647805.000000 Penalty: 5520.993164
	Iteration 60F: 3 clusters Score -1.06478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -10647804.000000 Penalty: 5520.993164
	Iteration 61Q: 3 clusters Score -1.06478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -10647809.000000 Penalty: 5520.993164
	Iteration 62Q: 3 clusters Score -1.064781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -10647814.000000 Penalty: 5520.993164
	Iteration 63Q: 3 clusters Score -1.064781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -10647818.000000 Penalty: 5520.993164
	Iteration 64Q: 3 clusters Score -1.064782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -10647819.000000 Penalty: 5520.993164
	Iteration 65Q: 3 clusters Score -1.064782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -10647819.000000 Penalty: 5520.993164
	Iteration 66F: 3 clusters Score -1.064782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17668.611328 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17668.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17753.736328 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17753.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17769.921875 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17769.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17770.716797 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17770.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17770.716797 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17770.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Entering Unmasked Estep 
Score: -5935656.500000 Penalty: 2619.579346
	Iteration 0F: 2 clusters Score -5935656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5909443.000000 Penalty: 5239.158691
	Iteration 0F: 3 clusters Score -5909443 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5919084.500000 Penalty: 5239.158691
	Iteration 1F: 3 clusters Score -5919084 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5919801.500000 Penalty: 5239.158691
	Iteration 2Q: 3 clusters Score -5919802 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5920633.000000 Penalty: 5239.158691
	Iteration 3F: 3 clusters Score -5920633 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5921810.500000 Penalty: 5239.158691
	Iteration 4F: 3 clusters Score -5921810 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5923197.000000 Penalty: 5239.158691
	Iteration 5F: 3 clusters Score -5923197 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5924631.500000 Penalty: 5239.158691
	Iteration 6F: 3 clusters Score -5924632 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5926019.500000 Penalty: 5239.158691
	Iteration 7F: 3 clusters Score -5926020 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -5927289.500000 Penalty: 5239.158691
	Iteration 8F: 3 clusters Score -5927290 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5928478.500000 Penalty: 5239.158691
	Iteration 9Q: 3 clusters Score -5928478 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -5929474.500000 Penalty: 5239.158691
	Iteration 10Q: 3 clusters Score -5929474 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5930244.500000 Penalty: 5239.158691
	Iteration 11Q: 3 clusters Score -5930244 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5930739.000000 Penalty: 5239.158691
	Iteration 12Q: 3 clusters Score -5930739 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -5930962.000000 Penalty: 5239.158691
	Iteration 13Q: 3 clusters Score -5930962 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5931139.500000 Penalty: 5239.158691
	Iteration 14Q: 3 clusters Score -5931140 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5931299.500000 Penalty: 5239.158691
	Iteration 15Q: 3 clusters Score -5931300 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5931412.500000 Penalty: 5239.158691
	Iteration 16Q: 3 clusters Score -5931412 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5931533.000000 Penalty: 5239.158691
	Iteration 17Q: 3 clusters Score -5931533 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5931634.500000 Penalty: 5239.158691
	Iteration 18Q: 3 clusters Score -5931634 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -5931778.000000 Penalty: 5239.158691
	Iteration 19Q: 3 clusters Score -5931778 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5931929.000000 Penalty: 5239.158691
	Iteration 20F: 3 clusters Score -5931929 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5932013.500000 Penalty: 5239.158691
	Iteration 21Q: 3 clusters Score -5932014 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5932107.500000 Penalty: 5239.158691
	Iteration 22Q: 3 clusters Score -5932108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5932224.500000 Penalty: 5239.158691
	Iteration 23Q: 3 clusters Score -5932224 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -5932320.500000 Penalty: 5239.158691
	Iteration 24Q: 3 clusters Score -5932320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5932388.500000 Penalty: 5239.158691
	Iteration 25Q: 3 clusters Score -5932388 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -5932480.500000 Penalty: 5239.158691
	Iteration 26Q: 3 clusters Score -5932480 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5932506.500000 Penalty: 5239.158691
	Iteration 27Q: 3 clusters Score -5932506 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5932560.000000 Penalty: 5239.158691
	Iteration 28Q: 3 clusters Score -5932560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5932600.500000 Penalty: 5239.158691
	Iteration 29Q: 3 clusters Score -5932600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5932659.500000 Penalty: 5239.158691
	Iteration 30Q: 3 clusters Score -5932660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -5932697.000000 Penalty: 5239.158691
	Iteration 31Q: 3 clusters Score -5932697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5932747.500000 Penalty: 5239.158691
	Iteration 32Q: 3 clusters Score -5932748 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -5932789.000000 Penalty: 5239.158691
	Iteration 33Q: 3 clusters Score -5932789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5932812.000000 Penalty: 5239.158691
	Iteration 34Q: 3 clusters Score -5932812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5932834.000000 Penalty: 5239.158691
	Iteration 35Q: 3 clusters Score -5932834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5932865.000000 Penalty: 5239.158691
	Iteration 36Q: 3 clusters Score -5932865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5932881.500000 Penalty: 5239.158691
	Iteration 37Q: 3 clusters Score -5932882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5932903.500000 Penalty: 5239.158691
	Iteration 38Q: 3 clusters Score -5932904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5932934.500000 Penalty: 5239.158691
	Iteration 39Q: 3 clusters Score -5932934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5932950.500000 Penalty: 5239.158691
	Iteration 40F: 3 clusters Score -5932950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -5932979.500000 Penalty: 5239.158691
	Iteration 41Q: 3 clusters Score -5932980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -5932983.000000 Penalty: 5239.158691
	Iteration 42Q: 3 clusters Score -5932983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -5933007.500000 Penalty: 5239.158691
	Iteration 43Q: 3 clusters Score -5933008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5933002.000000 Penalty: 5239.158691
	Iteration 44Q: 3 clusters Score -5933002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5933011.000000 Penalty: 5239.158691
	Iteration 45Q: 3 clusters Score -5933011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -5933030.000000 Penalty: 5239.158691
	Iteration 46Q: 3 clusters Score -5933030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -5933034.000000 Penalty: 5239.158691
	Iteration 47Q: 3 clusters Score -5933034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5933061.500000 Penalty: 5239.158691
	Iteration 48Q: 3 clusters Score -5933062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5933063.500000 Penalty: 5239.158691
	Iteration 49Q: 3 clusters Score -5933064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -5933104.000000 Penalty: 5239.158691
	Iteration 50Q: 3 clusters Score -5933104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5933126.500000 Penalty: 5239.158691
	Iteration 51Q: 3 clusters Score -5933126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5933127.500000 Penalty: 5239.158691
	Iteration 52Q: 3 clusters Score -5933128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5933126.000000 Penalty: 5239.158691
	Iteration 53Q: 3 clusters Score -5933126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5933138.000000 Penalty: 5239.158691
	Iteration 54Q: 3 clusters Score -5933138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5933144.000000 Penalty: 5239.158691
	Iteration 55Q: 3 clusters Score -5933144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5933152.000000 Penalty: 5239.158691
	Iteration 56Q: 3 clusters Score -5933152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5933148.000000 Penalty: 5239.158691
	Iteration 57Q: 3 clusters Score -5933148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5933152.000000 Penalty: 5239.158691
	Iteration 58Q: 3 clusters Score -5933152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5933156.500000 Penalty: 5239.158691
	Iteration 59Q: 3 clusters Score -5933156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5933162.500000 Penalty: 5239.158691
	Iteration 60F: 3 clusters Score -5933162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5933172.500000 Penalty: 5239.158691
	Iteration 61Q: 3 clusters Score -5933172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5933175.500000 Penalty: 5239.158691
	Iteration 62Q: 3 clusters Score -5933176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5933176.000000 Penalty: 5239.158691
	Iteration 63Q: 3 clusters Score -5933176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5933194.500000 Penalty: 5239.158691
	Iteration 64Q: 3 clusters Score -5933194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -5933210.500000 Penalty: 5239.158691
	Iteration 65Q: 3 clusters Score -5933210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -5933204.500000 Penalty: 5239.158691
	Iteration 66Q: 3 clusters Score -5933204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -5933221.500000 Penalty: 5239.158691
	Iteration 67Q: 3 clusters Score -5933222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5933223.000000 Penalty: 5239.158691
	Iteration 68Q: 3 clusters Score -5933223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -5933221.000000 Penalty: 5239.158691
	Iteration 69Q: 3 clusters Score -5933221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5933219.000000 Penalty: 5239.158691
	Iteration 70Q: 3 clusters Score -5933219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -5933234.500000 Penalty: 5239.158691
	Iteration 71Q: 3 clusters Score -5933234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5933228.500000 Penalty: 5239.158691
	Iteration 72Q: 3 clusters Score -5933228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5933246.500000 Penalty: 5239.158691
	Iteration 73Q: 3 clusters Score -5933246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5933251.500000 Penalty: 5239.158691
	Iteration 74Q: 3 clusters Score -5933252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5933271.500000 Penalty: 5239.158691
	Iteration 75Q: 3 clusters Score -5933272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5933271.000000 Penalty: 5239.158691
	Iteration 76Q: 3 clusters Score -5933271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5933273.000000 Penalty: 5239.158691
	Iteration 77Q: 3 clusters Score -5933273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5933280.500000 Penalty: 5239.158691
	Iteration 78Q: 3 clusters Score -5933280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5933282.000000 Penalty: 5239.158691
	Iteration 79Q: 3 clusters Score -5933282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5933285.500000 Penalty: 5239.158691
	Iteration 80F: 3 clusters Score -5933286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -5933284.000000 Penalty: 5239.158691
	Iteration 81Q: 3 clusters Score -5933284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5933293.000000 Penalty: 5239.158691
	Iteration 82Q: 3 clusters Score -5933293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5933298.500000 Penalty: 5239.158691
	Iteration 83Q: 3 clusters Score -5933298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5933300.500000 Penalty: 5239.158691
	Iteration 84Q: 3 clusters Score -5933300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5933300.500000 Penalty: 5239.158691
	Iteration 85Q: 3 clusters Score -5933300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5933299.000000 Penalty: 5239.158691
	Iteration 86Q: 3 clusters Score -5933299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5933309.000000 Penalty: 5239.158691
	Iteration 87Q: 3 clusters Score -5933309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5933297.000000 Penalty: 5239.158691
	Iteration 88Q: 3 clusters Score -5933297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5933302.500000 Penalty: 5239.158691
	Iteration 89Q: 3 clusters Score -5933302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -5933311.000000 Penalty: 5239.158691
	Iteration 90Q: 3 clusters Score -5933311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5933313.000000 Penalty: 5239.158691
	Iteration 91Q: 3 clusters Score -5933313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5933327.500000 Penalty: 5239.158691
	Iteration 92Q: 3 clusters Score -5933328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -5933326.000000 Penalty: 5239.158691
	Iteration 93Q: 3 clusters Score -5933326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5933332.000000 Penalty: 5239.158691
	Iteration 94Q: 3 clusters Score -5933332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -5933331.500000 Penalty: 5239.158691
	Iteration 95Q: 3 clusters Score -5933332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5933338.500000 Penalty: 5239.158691
	Iteration 96Q: 3 clusters Score -5933338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5933334.000000 Penalty: 5239.158691
	Iteration 97Q: 3 clusters Score -5933334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5933335.000000 Penalty: 5239.158691
	Iteration 98Q: 3 clusters Score -5933335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5933340.000000 Penalty: 5239.158691
	Iteration 99Q: 3 clusters Score -5933340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5933337.500000 Penalty: 5239.158691
	Iteration 100F: 3 clusters Score -5933338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5933334.000000 Penalty: 5239.158691
	Iteration 101Q: 3 clusters Score -5933334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -5933333.000000 Penalty: 5239.158691
	Iteration 102Q: 3 clusters Score -5933333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -5933331.500000 Penalty: 5239.158691
	Iteration 103Q: 3 clusters Score -5933332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5933329.500000 Penalty: 5239.158691
	Iteration 104Q: 3 clusters Score -5933330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5933329.500000 Penalty: 5239.158691
	Iteration 105F: 3 clusters Score -5933330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (115027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Entering Unmasked Estep 
Score: -17707218.000000 Penalty: 2889.924805
	Iteration 0F: 2 clusters Score -1.770722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -17633202.000000 Penalty: 5779.849609
	Iteration 0F: 3 clusters Score -1.76332e+07 nChanged 54617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -17664082.000000 Penalty: 5779.849609
	Iteration 1F: 3 clusters Score -1.766408e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -17664952.000000 Penalty: 5779.849609
	Iteration 2Q: 3 clusters Score -1.766495e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -17665814.000000 Penalty: 5779.849609
	Iteration 3Q: 3 clusters Score -1.766581e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -17666926.000000 Penalty: 5779.849609
	Iteration 4Q: 3 clusters Score -1.766693e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -17668412.000000 Penalty: 5779.849609
	Iteration 5Q: 3 clusters Score -1.766841e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -17670846.000000 Penalty: 5779.849609
	Iteration 6Q: 3 clusters Score -1.767085e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -17674492.000000 Penalty: 5779.849609
	Iteration 7Q: 3 clusters Score -1.767449e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -17679664.000000 Penalty: 5779.849609
	Iteration 8F: 3 clusters Score -1.767966e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -17685138.000000 Penalty: 5779.849609
	Iteration 9F: 3 clusters Score -1.768514e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -17689846.000000 Penalty: 5779.849609
	Iteration 10F: 3 clusters Score -1.768985e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -17692660.000000 Penalty: 5779.849609
	Iteration 11Q: 3 clusters Score -1.769266e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -17693812.000000 Penalty: 5779.849609
	Iteration 12Q: 3 clusters Score -1.769381e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -17694648.000000 Penalty: 5779.849609
	Iteration 13Q: 3 clusters Score -1.769465e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -17695400.000000 Penalty: 5779.849609
	Iteration 14Q: 3 clusters Score -1.76954e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -17696092.000000 Penalty: 5779.849609
	Iteration 15Q: 3 clusters Score -1.769609e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -17696900.000000 Penalty: 5779.849609
	Iteration 16Q: 3 clusters Score -1.76969e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -17697786.000000 Penalty: 5779.849609
	Iteration 17Q: 3 clusters Score -1.769779e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -17698776.000000 Penalty: 5779.849609
	Iteration 18Q: 3 clusters Score -1.769878e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -17699676.000000 Penalty: 5779.849609
	Iteration 19Q: 3 clusters Score -1.769968e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -17700716.000000 Penalty: 5779.849609
	Iteration 20F: 3 clusters Score -1.770072e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -17701750.000000 Penalty: 5779.849609
	Iteration 21Q: 3 clusters Score -1.770175e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -17702446.000000 Penalty: 5779.849609
	Iteration 22Q: 3 clusters Score -1.770245e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -17703082.000000 Penalty: 5779.849609
	Iteration 23Q: 3 clusters Score -1.770308e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -17703510.000000 Penalty: 5779.849609
	Iteration 24Q: 3 clusters Score -1.770351e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -17703788.000000 Penalty: 5779.849609
	Iteration 25Q: 3 clusters Score -1.770379e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -17704052.000000 Penalty: 5779.849609
	Iteration 26Q: 3 clusters Score -1.770405e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -17704256.000000 Penalty: 5779.849609
	Iteration 27Q: 3 clusters Score -1.770426e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -17704380.000000 Penalty: 5779.849609
	Iteration 28Q: 3 clusters Score -1.770438e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17704462.000000 Penalty: 5779.849609
	Iteration 29Q: 3 clusters Score -1.770446e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17704576.000000 Penalty: 5779.849609
	Iteration 30Q: 3 clusters Score -1.770458e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17704628.000000 Penalty: 5779.849609
	Iteration 31Q: 3 clusters Score -1.770463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -17704680.000000 Penalty: 5779.849609
	Iteration 32Q: 3 clusters Score -1.770468e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17704734.000000 Penalty: 5779.849609
	Iteration 33Q: 3 clusters Score -1.770473e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -17704750.000000 Penalty: 5779.849609
	Iteration 34Q: 3 clusters Score -1.770475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17704756.000000 Penalty: 5779.849609
	Iteration 35Q: 3 clusters Score -1.770476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -17704784.000000 Penalty: 5779.849609
	Iteration 36Q: 3 clusters Score -1.770478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17704796.000000 Penalty: 5779.849609
	Iteration 37Q: 3 clusters Score -1.77048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17704802.000000 Penalty: 5779.849609
	Iteration 38Q: 3 clusters Score -1.77048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -17704840.000000 Penalty: 5779.849609
	Iteration 39Q: 3 clusters Score -1.770484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -17704842.000000 Penalty: 5779.849609
	Iteration 40F: 3 clusters Score -1.770484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17704850.000000 Penalty: 5779.849609
	Iteration 41Q: 3 clusters Score -1.770485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114419 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17704832.000000 Penalty: 5779.849609
	Iteration 42Q: 3 clusters Score -1.770483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17704852.000000 Penalty: 5779.849609
	Iteration 43Q: 3 clusters Score -1.770485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -17704852.000000 Penalty: 5779.849609
	Iteration 44Q: 3 clusters Score -1.770485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -17704852.000000 Penalty: 5779.849609
	Iteration 45Q: 3 clusters Score -1.770485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -17704838.000000 Penalty: 5779.849609
	Iteration 46Q: 3 clusters Score -1.770484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17704848.000000 Penalty: 5779.849609
	Iteration 47Q: 3 clusters Score -1.770485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17704848.000000 Penalty: 5779.849609
	Iteration 48Q: 3 clusters Score -1.770485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17704850.000000 Penalty: 5779.849609
	Iteration 49Q: 3 clusters Score -1.770485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17704852.000000 Penalty: 5779.849609
	Iteration 50Q: 3 clusters Score -1.770485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -17704870.000000 Penalty: 5779.849609
	Iteration 51Q: 3 clusters Score -1.770487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17704876.000000 Penalty: 5779.849609
	Iteration 52Q: 3 clusters Score -1.770488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17704864.000000 Penalty: 5779.849609
	Iteration 53Q: 3 clusters Score -1.770486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17704876.000000 Penalty: 5779.849609
	Iteration 54Q: 3 clusters Score -1.770488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17704876.000000 Penalty: 5779.849609
	Iteration 55Q: 3 clusters Score -1.770488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17704874.000000 Penalty: 5779.849609
	Iteration 56Q: 3 clusters Score -1.770487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17704882.000000 Penalty: 5779.849609
	Iteration 57Q: 3 clusters Score -1.770488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17704882.000000 Penalty: 5779.849609
	Iteration 58F: 3 clusters Score -1.770488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Entering Unmasked Estep 
Score: -15981539.000000 Penalty: 2864.770020
	Iteration 0F: 2 clusters Score -1.598154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -15914747.000000 Penalty: 5729.540039
	Iteration 0F: 3 clusters Score -1.591475e+07 nChanged 49176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -15943006.000000 Penalty: 5729.540039
	Iteration 1F: 3 clusters Score -1.594301e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -15943731.000000 Penalty: 5729.540039
	Iteration 2Q: 3 clusters Score -1.594373e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -15944977.000000 Penalty: 5729.540039
	Iteration 3Q: 3 clusters Score -1.594498e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -15946851.000000 Penalty: 5729.540039
	Iteration 4Q: 3 clusters Score -1.594685e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -15950002.000000 Penalty: 5729.540039
	Iteration 5F: 3 clusters Score -1.595e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -15955072.000000 Penalty: 5729.540039
	Iteration 6F: 3 clusters Score -1.595507e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -15961821.000000 Penalty: 5729.540039
	Iteration 7F: 3 clusters Score -1.596182e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -15968827.000000 Penalty: 5729.540039
	Iteration 8F: 3 clusters Score -1.596883e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -15974343.000000 Penalty: 5729.540039
	Iteration 9F: 3 clusters Score -1.597434e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -15978346.000000 Penalty: 5729.540039
	Iteration 10Q: 3 clusters Score -1.597835e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -15980523.000000 Penalty: 5729.540039
	Iteration 11Q: 3 clusters Score -1.598052e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -15981395.000000 Penalty: 5729.540039
	Iteration 12Q: 3 clusters Score -1.59814e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -15981825.000000 Penalty: 5729.540039
	Iteration 13Q: 3 clusters Score -1.598182e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -15981922.000000 Penalty: 5729.540039
	Iteration 14Q: 3 clusters Score -1.598192e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -15982022.000000 Penalty: 5729.540039
	Iteration 15Q: 3 clusters Score -1.598202e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -15982089.000000 Penalty: 5729.540039
	Iteration 16Q: 3 clusters Score -1.598209e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -15982069.000000 Penalty: 5729.540039
	Iteration 17Q: 3 clusters Score -1.598207e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -15981934.000000 Penalty: 5729.540039
	Iteration 18Q: 3 clusters Score -1.598193e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -15981905.000000 Penalty: 5729.540039
	Iteration 19Q: 3 clusters Score -1.59819e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -15981881.000000 Penalty: 5729.540039
	Iteration 20F: 3 clusters Score -1.598188e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -15981845.000000 Penalty: 5729.540039
	Iteration 21Q: 3 clusters Score -1.598184e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -15981731.000000 Penalty: 5729.540039
	Iteration 22Q: 3 clusters Score -1.598173e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -15981661.000000 Penalty: 5729.540039
	Iteration 23Q: 3 clusters Score -1.598166e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -15981589.000000 Penalty: 5729.540039
	Iteration 24Q: 3 clusters Score -1.598159e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -15981558.000000 Penalty: 5729.540039
	Iteration 25Q: 3 clusters Score -1.598156e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -15981532.000000 Penalty: 5729.540039
	Iteration 26Q: 3 clusters Score -1.598153e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
Score: -15981486.000000 Penalty: 5729.540039
	Iteration 27Q: 3 clusters Score -1.598149e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -15981450.000000 Penalty: 5729.540039
	Iteration 28Q: 3 clusters Score -1.598145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -15981398.000000 Penalty: 5729.540039
	Iteration 29Q: 3 clusters Score -1.59814e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -15981345.000000 Penalty: 5729.540039
	Iteration 30Q: 3 clusters Score -1.598134e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -15981296.000000 Penalty: 5729.540039
	Iteration 31Q: 3 clusters Score -1.59813e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -15981264.000000 Penalty: 5729.540039
	Iteration 32Q: 3 clusters Score -1.598126e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -15981252.000000 Penalty: 5729.540039
	Iteration 33Q: 3 clusters Score -1.598125e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -15981195.000000 Penalty: 5729.540039
	Iteration 34Q: 3 clusters Score -1.59812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -15981153.000000 Penalty: 5729.540039
	Iteration 35Q: 3 clusters Score -1.598115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -15981106.000000 Penalty: 5729.540039
	Iteration 36Q: 3 clusters Score -1.598111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -15981089.000000 Penalty: 5729.540039
	Iteration 37Q: 3 clusters Score -1.598109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
Score: -15981087.000000 Penalty: 5729.540039
	Iteration 38Q: 3 clusters Score -1.598109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -15981073.000000 Penalty: 5729.540039
	Iteration 39Q: 3 clusters Score -1.598107e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -15981078.000000 Penalty: 5729.540039
	Iteration 40F: 3 clusters Score -1.598108e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -15981081.000000 Penalty: 5729.540039
	Iteration 41Q: 3 clusters Score -1.598108e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -15981085.000000 Penalty: 5729.540039
	Iteration 42Q: 3 clusters Score -1.598108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -15981044.000000 Penalty: 5729.540039
	Iteration 43Q: 3 clusters Score -1.598104e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -15981016.000000 Penalty: 5729.540039
	Iteration 44Q: 3 clusters Score -1.598102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -15980990.000000 Penalty: 5729.540039
	Iteration 45Q: 3 clusters Score -1.598099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -15980977.000000 Penalty: 5729.540039
	Iteration 46Q: 3 clusters Score -1.598098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -15980964.000000 Penalty: 5729.540039
	Iteration 47Q: 3 clusters Score -1.598096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -15980956.000000 Penalty: 5729.540039
	Iteration 48Q: 3 clusters Score -1.598096e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -15980928.000000 Penalty: 5729.540039
	Iteration 49Q: 3 clusters Score -1.598093e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -15980889.000000 Penalty: 5729.540039
	Iteration 50Q: 3 clusters Score -1.598089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -15980907.000000 Penalty: 5729.540039
	Iteration 51Q: 3 clusters Score -1.598091e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -15980867.000000 Penalty: 5729.540039
	Iteration 52Q: 3 clusters Score -1.598087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -15980859.000000 Penalty: 5729.540039
	Iteration 53Q: 3 clusters Score -1.598086e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -15980839.000000 Penalty: 5729.540039
	Iteration 54Q: 3 clusters Score -1.598084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -15980842.000000 Penalty: 5729.540039
	Iteration 55Q: 3 clusters Score -1.598084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -15980812.000000 Penalty: 5729.540039
	Iteration 56Q: 3 clusters Score -1.598081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -15980794.000000 Penalty: 5729.540039
	Iteration 57Q: 3 clusters Score -1.598079e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -15980795.000000 Penalty: 5729.540039
	Iteration 58Q: 3 clusters Score -1.59808e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -15980795.000000 Penalty: 5729.540039
	Iteration 59Q: 3 clusters Score -1.59808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -15980796.000000 Penalty: 5729.540039
	Iteration 60F: 3 clusters Score -1.59808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -15980780.000000 Penalty: 5729.540039
	Iteration 61Q: 3 clusters Score -1.598078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -15980762.000000 Penalty: 5729.540039
	Iteration 62Q: 3 clusters Score -1.598076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -15980758.000000 Penalty: 5729.540039
	Iteration 63Q: 3 clusters Score -1.598076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 100634 members 
Entering Unmasked Estep 
Score: -15980751.000000 Penalty: 5729.540039
	Iteration 64Q: 3 clusters Score -1.598075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -15980750.000000 Penalty: 5729.540039
	Iteration 65Q: 3 clusters Score -1.598075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -15980727.000000 Penalty: 5729.540039
	Iteration 66Q: 3 clusters Score -1.598073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -15980726.000000 Penalty: 5729.540039
	Iteration 67Q: 3 clusters Score -1.598073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -15980714.000000 Penalty: 5729.540039
	Iteration 68Q: 3 clusters Score -1.598071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -15980718.000000 Penalty: 5729.540039
	Iteration 69Q: 3 clusters Score -1.598072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -15980707.000000 Penalty: 5729.540039
	Iteration 70Q: 3 clusters Score -1.598071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -15980668.000000 Penalty: 5729.540039
	Iteration 71Q: 3 clusters Score -1.598067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -15980672.000000 Penalty: 5729.540039
	Iteration 72Q: 3 clusters Score -1.598067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -15980670.000000 Penalty: 5729.540039
	Iteration 73Q: 3 clusters Score -1.598067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -15980674.000000 Penalty: 5729.540039
	Iteration 74Q: 3 clusters Score -1.598067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -15980668.000000 Penalty: 5729.540039
	Iteration 75Q: 3 clusters Score -1.598067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -15980662.000000 Penalty: 5729.540039
	Iteration 76Q: 3 clusters Score -1.598066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -15980674.000000 Penalty: 5729.540039
	Iteration 77Q: 3 clusters Score -1.598067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -15980656.000000 Penalty: 5729.540039
	Iteration 78Q: 3 clusters Score -1.598066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -15980634.000000 Penalty: 5729.540039
	Iteration 79Q: 3 clusters Score -1.598063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -15980650.000000 Penalty: 5729.540039
	Iteration 80F: 3 clusters Score -1.598065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -15980638.000000 Penalty: 5729.540039
	Iteration 81Q: 3 clusters Score -1.598064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -15980638.000000 Penalty: 5729.540039
	Iteration 82Q: 3 clusters Score -1.598064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -15980619.000000 Penalty: 5729.540039
	Iteration 83Q: 3 clusters Score -1.598062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -15980620.000000 Penalty: 5729.540039
	Iteration 84Q: 3 clusters Score -1.598062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -15980620.000000 Penalty: 5729.540039
	Iteration 85Q: 3 clusters Score -1.598062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -15980627.000000 Penalty: 5729.540039
	Iteration 86Q: 3 clusters Score -1.598063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -15980631.000000 Penalty: 5729.540039
	Iteration 87Q: 3 clusters Score -1.598063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -15980631.000000 Penalty: 5729.540039
	Iteration 88Q: 3 clusters Score -1.598063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -15980633.000000 Penalty: 5729.540039
	Iteration 89Q: 3 clusters Score -1.598063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -15980634.000000 Penalty: 5729.540039
	Iteration 90Q: 3 clusters Score -1.598063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -15980604.000000 Penalty: 5729.540039
	Iteration 91Q: 3 clusters Score -1.59806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -15980591.000000 Penalty: 5729.540039
	Iteration 92Q: 3 clusters Score -1.598059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -15980579.000000 Penalty: 5729.540039
	Iteration 93Q: 3 clusters Score -1.598058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -15980573.000000 Penalty: 5729.540039
	Iteration 94Q: 3 clusters Score -1.598057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -15980574.000000 Penalty: 5729.540039
	Iteration 95Q: 3 clusters Score -1.598057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -15980548.000000 Penalty: 5729.540039
	Iteration 96Q: 3 clusters Score -1.598055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -15980538.000000 Penalty: 5729.540039
	Iteration 97Q: 3 clusters Score -1.598054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -15980532.000000 Penalty: 5729.540039
	Iteration 98Q: 3 clusters Score -1.598053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -15980533.000000 Penalty: 5729.540039
	Iteration 99Q: 3 clusters Score -1.598053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -15980515.000000 Penalty: 5729.540039
	Iteration 100F: 3 clusters Score -1.598052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -15980524.000000 Penalty: 5729.540039
	Iteration 101Q: 3 clusters Score -1.598052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -15980511.000000 Penalty: 5729.540039
	Iteration 102Q: 3 clusters Score -1.598051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -15980508.000000 Penalty: 5729.540039
	Iteration 103Q: 3 clusters Score -1.598051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -15980499.000000 Penalty: 5729.540039
	Iteration 104Q: 3 clusters Score -1.59805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -15980502.000000 Penalty: 5729.540039
	Iteration 105Q: 3 clusters Score -1.59805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -15980497.000000 Penalty: 5729.540039
	Iteration 106Q: 3 clusters Score -1.59805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -15980496.000000 Penalty: 5729.540039
	Iteration 107Q: 3 clusters Score -1.59805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -15980486.000000 Penalty: 5729.540039
	Iteration 108Q: 3 clusters Score -1.598049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -15980491.000000 Penalty: 5729.540039
	Iteration 109Q: 3 clusters Score -1.598049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -15980478.000000 Penalty: 5729.540039
	Iteration 110Q: 3 clusters Score -1.598048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -15980478.000000 Penalty: 5729.540039
	Iteration 111Q: 3 clusters Score -1.598048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -15980470.000000 Penalty: 5729.540039
	Iteration 112Q: 3 clusters Score -1.598047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -15980484.000000 Penalty: 5729.540039
	Iteration 113Q: 3 clusters Score -1.598048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -15980483.000000 Penalty: 5729.540039
	Iteration 114Q: 3 clusters Score -1.598048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -15980486.000000 Penalty: 5729.540039
	Iteration 115Q: 3 clusters Score -1.598049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -15980491.000000 Penalty: 5729.540039
	Iteration 116Q: 3 clusters Score -1.598049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -15980496.000000 Penalty: 5729.540039
	Iteration 117Q: 3 clusters Score -1.59805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -15980488.000000 Penalty: 5729.540039
	Iteration 118Q: 3 clusters Score -1.598049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -15980488.000000 Penalty: 5729.540039
	Iteration 119F: 3 clusters Score -1.598049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Entering Unmasked Estep 
Score: -10480379.000000 Penalty: 2757.009766
	Iteration 0F: 2 clusters Score -1.048038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -10435177.000000 Penalty: 5514.019531
	Iteration 0F: 3 clusters Score -1.043518e+07 nChanged 31601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -10453197.000000 Penalty: 5514.019531
	Iteration 1F: 3 clusters Score -1.04532e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -10453788.000000 Penalty: 5514.019531
	Iteration 2Q: 3 clusters Score -1.045379e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -10454361.000000 Penalty: 5514.019531
	Iteration 3Q: 3 clusters Score -1.045436e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -10455038.000000 Penalty: 5514.019531
	Iteration 4Q: 3 clusters Score -1.045504e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -10455721.000000 Penalty: 5514.019531
	Iteration 5Q: 3 clusters Score -1.045572e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -10456494.000000 Penalty: 5514.019531
	Iteration 6Q: 3 clusters Score -1.045649e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -10457503.000000 Penalty: 5514.019531
	Iteration 7Q: 3 clusters Score -1.04575e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -10458806.000000 Penalty: 5514.019531
	Iteration 8Q: 3 clusters Score -1.045881e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -10460530.000000 Penalty: 5514.019531
	Iteration 9Q: 3 clusters Score -1.046053e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -10462862.000000 Penalty: 5514.019531
	Iteration 10F: 3 clusters Score -1.046286e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -10465404.000000 Penalty: 5514.019531
	Iteration 11F: 3 clusters Score -1.04654e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -10467511.000000 Penalty: 5514.019531
	Iteration 12F: 3 clusters Score -1.046751e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -10468910.000000 Penalty: 5514.019531
	Iteration 13Q: 3 clusters Score -1.046891e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -10469419.000000 Penalty: 5514.019531
	Iteration 14Q: 3 clusters Score -1.046942e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -10469658.000000 Penalty: 5514.019531
	Iteration 15Q: 3 clusters Score -1.046966e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -10469919.000000 Penalty: 5514.019531
	Iteration 16Q: 3 clusters Score -1.046992e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -10470117.000000 Penalty: 5514.019531
	Iteration 17Q: 3 clusters Score -1.047012e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10470384.000000 Penalty: 5514.019531
	Iteration 18Q: 3 clusters Score -1.047038e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -10470597.000000 Penalty: 5514.019531
	Iteration 19Q: 3 clusters Score -1.04706e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -10470855.000000 Penalty: 5514.019531
	Iteration 20F: 3 clusters Score -1.047086e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -10471121.000000 Penalty: 5514.019531
	Iteration 21Q: 3 clusters Score -1.047112e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -10471309.000000 Penalty: 5514.019531
	Iteration 22Q: 3 clusters Score -1.047131e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -10471563.000000 Penalty: 5514.019531
	Iteration 23Q: 3 clusters Score -1.047156e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -10471905.000000 Penalty: 5514.019531
	Iteration 24Q: 3 clusters Score -1.04719e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -10472213.000000 Penalty: 5514.019531
	Iteration 25Q: 3 clusters Score -1.047221e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -10472548.000000 Penalty: 5514.019531
	Iteration 26Q: 3 clusters Score -1.047255e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -10472930.000000 Penalty: 5514.019531
	Iteration 27Q: 3 clusters Score -1.047293e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -10473258.000000 Penalty: 5514.019531
	Iteration 28Q: 3 clusters Score -1.047326e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -10473584.000000 Penalty: 5514.019531
	Iteration 29Q: 3 clusters Score -1.047358e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -10473849.000000 Penalty: 5514.019531
	Iteration 30Q: 3 clusters Score -1.047385e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -10474124.000000 Penalty: 5514.019531
	Iteration 31Q: 3 clusters Score -1.047412e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -10474399.000000 Penalty: 5514.019531
	Iteration 32Q: 3 clusters Score -1.04744e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -10474613.000000 Penalty: 5514.019531
	Iteration 33Q: 3 clusters Score -1.047461e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -10474846.000000 Penalty: 5514.019531
	Iteration 34Q: 3 clusters Score -1.047485e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -10475009.000000 Penalty: 5514.019531
	Iteration 35Q: 3 clusters Score -1.047501e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -10475189.000000 Penalty: 5514.019531
	Iteration 36Q: 3 clusters Score -1.047519e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -10475334.000000 Penalty: 5514.019531
	Iteration 37Q: 3 clusters Score -1.047533e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -10475509.000000 Penalty: 5514.019531
	Iteration 38Q: 3 clusters Score -1.047551e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -10475706.000000 Penalty: 5514.019531
	Iteration 39Q: 3 clusters Score -1.047571e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -10475901.000000 Penalty: 5514.019531
	Iteration 40F: 3 clusters Score -1.04759e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10476129.000000 Penalty: 5514.019531
	Iteration 41Q: 3 clusters Score -1.047613e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -10476228.000000 Penalty: 5514.019531
	Iteration 42Q: 3 clusters Score -1.047623e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -10476404.000000 Penalty: 5514.019531
	Iteration 43Q: 3 clusters Score -1.04764e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -10476548.000000 Penalty: 5514.019531
	Iteration 44Q: 3 clusters Score -1.047655e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -10476725.000000 Penalty: 5514.019531
	Iteration 45Q: 3 clusters Score -1.047672e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -10476894.000000 Penalty: 5514.019531
	Iteration 46Q: 3 clusters Score -1.047689e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -10477087.000000 Penalty: 5514.019531
	Iteration 47Q: 3 clusters Score -1.047709e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -10477171.000000 Penalty: 5514.019531
	Iteration 48Q: 3 clusters Score -1.047717e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -10477258.000000 Penalty: 5514.019531
	Iteration 49Q: 3 clusters Score -1.047726e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -10477297.000000 Penalty: 5514.019531
	Iteration 50Q: 3 clusters Score -1.04773e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -10477330.000000 Penalty: 5514.019531
	Iteration 51Q: 3 clusters Score -1.047733e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -10477416.000000 Penalty: 5514.019531
	Iteration 52Q: 3 clusters Score -1.047742e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -10477503.000000 Penalty: 5514.019531
	Iteration 53Q: 3 clusters Score -1.04775e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -10477560.000000 Penalty: 5514.019531
	Iteration 54Q: 3 clusters Score -1.047756e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -10477581.000000 Penalty: 5514.019531
	Iteration 55Q: 3 clusters Score -1.047758e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -10477613.000000 Penalty: 5514.019531
	Iteration 56Q: 3 clusters Score -1.047761e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -10477641.000000 Penalty: 5514.019531
	Iteration 57Q: 3 clusters Score -1.047764e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10477669.000000 Penalty: 5514.019531
	Iteration 58Q: 3 clusters Score -1.047767e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -10477708.000000 Penalty: 5514.019531
	Iteration 59Q: 3 clusters Score -1.047771e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -10477721.000000 Penalty: 5514.019531
	Iteration 60F: 3 clusters Score -1.047772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -10477718.000000 Penalty: 5514.019531
	Iteration 61Q: 3 clusters Score -1.047772e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -10477757.000000 Penalty: 5514.019531
	Iteration 62Q: 3 clusters Score -1.047776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -10477756.000000 Penalty: 5514.019531
	Iteration 63Q: 3 clusters Score -1.047776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -10477807.000000 Penalty: 5514.019531
	Iteration 64Q: 3 clusters Score -1.047781e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -10477811.000000 Penalty: 5514.019531
	Iteration 65Q: 3 clusters Score -1.047781e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -10477856.000000 Penalty: 5514.019531
	Iteration 66Q: 3 clusters Score -1.047786e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -10477885.000000 Penalty: 5514.019531
	Iteration 67Q: 3 clusters Score -1.047788e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -10477905.000000 Penalty: 5514.019531
	Iteration 68Q: 3 clusters Score -1.04779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -10477927.000000 Penalty: 5514.019531
	Iteration 69Q: 3 clusters Score -1.047793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -10477942.000000 Penalty: 5514.019531
	Iteration 70Q: 3 clusters Score -1.047794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -10477946.000000 Penalty: 5514.019531
	Iteration 71Q: 3 clusters Score -1.047795e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -10477958.000000 Penalty: 5514.019531
	Iteration 72Q: 3 clusters Score -1.047796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -10477963.000000 Penalty: 5514.019531
	Iteration 73Q: 3 clusters Score -1.047796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -10477986.000000 Penalty: 5514.019531
	Iteration 74Q: 3 clusters Score -1.047799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -10477989.000000 Penalty: 5514.019531
	Iteration 75Q: 3 clusters Score -1.047799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -10478003.000000 Penalty: 5514.019531
	Iteration 76Q: 3 clusters Score -1.0478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -10478011.000000 Penalty: 5514.019531
	Iteration 77Q: 3 clusters Score -1.047801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -10478018.000000 Penalty: 5514.019531
	Iteration 78Q: 3 clusters Score -1.047802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -10478013.000000 Penalty: 5514.019531
	Iteration 79Q: 3 clusters Score -1.047801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -10478032.000000 Penalty: 5514.019531
	Iteration 80F: 3 clusters Score -1.047803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -10478036.000000 Penalty: 5514.019531
	Iteration 81Q: 3 clusters Score -1.047804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -10478043.000000 Penalty: 5514.019531
	Iteration 82Q: 3 clusters Score -1.047804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -10478049.000000 Penalty: 5514.019531
	Iteration 83Q: 3 clusters Score -1.047805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -10478041.000000 Penalty: 5514.019531
	Iteration 84Q: 3 clusters Score -1.047804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -10478034.000000 Penalty: 5514.019531
	Iteration 85Q: 3 clusters Score -1.047803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -10478035.000000 Penalty: 5514.019531
	Iteration 86Q: 3 clusters Score -1.047804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -10478038.000000 Penalty: 5514.019531
	Iteration 87Q: 3 clusters Score -1.047804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -10478045.000000 Penalty: 5514.019531
	Iteration 88Q: 3 clusters Score -1.047804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -10478047.000000 Penalty: 5514.019531
	Iteration 89Q: 3 clusters Score -1.047805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -10478059.000000 Penalty: 5514.019531
	Iteration 90Q: 3 clusters Score -1.047806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -10478063.000000 Penalty: 5514.019531
	Iteration 91Q: 3 clusters Score -1.047806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -10478070.000000 Penalty: 5514.019531
	Iteration 92Q: 3 clusters Score -1.047807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -10478074.000000 Penalty: 5514.019531
	Iteration 93Q: 3 clusters Score -1.047807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -10478084.000000 Penalty: 5514.019531
	Iteration 94Q: 3 clusters Score -1.047808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -10478085.000000 Penalty: 5514.019531
	Iteration 95Q: 3 clusters Score -1.047808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -10478083.000000 Penalty: 5514.019531
	Iteration 96Q: 3 clusters Score -1.047808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -10478074.000000 Penalty: 5514.019531
	Iteration 97Q: 3 clusters Score -1.047807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -10478071.000000 Penalty: 5514.019531
	Iteration 98Q: 3 clusters Score -1.047807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -10478070.000000 Penalty: 5514.019531
	Iteration 99Q: 3 clusters Score -1.047807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -10478080.000000 Penalty: 5514.019531
	Iteration 100F: 3 clusters Score -1.047808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -10478076.000000 Penalty: 5514.019531
	Iteration 101Q: 3 clusters Score -1.047808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -10478069.000000 Penalty: 5514.019531
	Iteration 102Q: 3 clusters Score -1.047807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -10478080.000000 Penalty: 5514.019531
	Iteration 103Q: 3 clusters Score -1.047808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -10478077.000000 Penalty: 5514.019531
	Iteration 104Q: 3 clusters Score -1.047808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -10478075.000000 Penalty: 5514.019531
	Iteration 105Q: 3 clusters Score -1.047808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -10478069.000000 Penalty: 5514.019531
	Iteration 106Q: 3 clusters Score -1.047807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -10478075.000000 Penalty: 5514.019531
	Iteration 107Q: 3 clusters Score -1.047808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -10478080.000000 Penalty: 5514.019531
	Iteration 108Q: 3 clusters Score -1.047808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -10478073.000000 Penalty: 5514.019531
	Iteration 109Q: 3 clusters Score -1.047807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -10478077.000000 Penalty: 5514.019531
	Iteration 110Q: 3 clusters Score -1.047808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -10478079.000000 Penalty: 5514.019531
	Iteration 111Q: 3 clusters Score -1.047808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -10478091.000000 Penalty: 5514.019531
	Iteration 112Q: 3 clusters Score -1.047809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -10478093.000000 Penalty: 5514.019531
	Iteration 113Q: 3 clusters Score -1.047809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -10478097.000000 Penalty: 5514.019531
	Iteration 114Q: 3 clusters Score -1.04781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -10478099.000000 Penalty: 5514.019531
	Iteration 115Q: 3 clusters Score -1.04781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -10478091.000000 Penalty: 5514.019531
	Iteration 116Q: 3 clusters Score -1.047809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -10478089.000000 Penalty: 5514.019531
	Iteration 117Q: 3 clusters Score -1.047809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -10478089.000000 Penalty: 5514.019531
	Iteration 118Q: 3 clusters Score -1.047809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -10478095.000000 Penalty: 5514.019531
	Iteration 119Q: 3 clusters Score -1.04781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -10478095.000000 Penalty: 5514.019531
	Iteration 120F: 3 clusters Score -1.04781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -10478103.000000 Penalty: 5514.019531
	Iteration 121Q: 3 clusters Score -1.04781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -10478105.000000 Penalty: 5514.019531
	Iteration 122Q: 3 clusters Score -1.04781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -10478109.000000 Penalty: 5514.019531
	Iteration 123Q: 3 clusters Score -1.047811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -10478109.000000 Penalty: 5514.019531
	Iteration 124F: 3 clusters Score -1.047811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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 76 members 
Entering Unmasked Estep 
Score: -19578.830078 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19578.83 nChanged 6
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: -19630.265625 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19630.27 nChanged 2
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: -19641.710938 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19641.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19648.910156 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -19648.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19648.910156 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -19648.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -751910.187500 Penalty: 2117.660889
	Iteration 0F: 2 clusters Score -751910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -747327.937500 Penalty: 4235.321777
	Iteration 0F: 3 clusters Score -747327.9 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -748452.250000 Penalty: 4235.321777
	Iteration 1F: 3 clusters Score -748452.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -748687.125000 Penalty: 4235.321777
	Iteration 2F: 3 clusters Score -748687.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -748886.812500 Penalty: 4235.321777
	Iteration 3F: 3 clusters Score -748886.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -749097.687500 Penalty: 4235.321777
	Iteration 4Q: 3 clusters Score -749097.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -749387.562500 Penalty: 4235.321777
	Iteration 5F: 3 clusters Score -749387.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -749699.312500 Penalty: 4235.321777
	Iteration 6F: 3 clusters Score -749699.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -750020.875000 Penalty: 4235.321777
	Iteration 7F: 3 clusters Score -750020.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -750306.562500 Penalty: 4235.321777
	Iteration 8F: 3 clusters Score -750306.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -750516.750000 Penalty: 4235.321777
	Iteration 9Q: 3 clusters Score -750516.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -750658.312500 Penalty: 4235.321777
	Iteration 10Q: 3 clusters Score -750658.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -750735.312500 Penalty: 4235.321777
	Iteration 11Q: 3 clusters Score -750735.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -750777.000000 Penalty: 4235.321777
	Iteration 12Q: 3 clusters Score -750777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -750792.250000 Penalty: 4235.321777
	Iteration 13Q: 3 clusters Score -750792.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -750804.937500 Penalty: 4235.321777
	Iteration 14Q: 3 clusters Score -750804.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -750813.562500 Penalty: 4235.321777
	Iteration 15Q: 3 clusters Score -750813.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -750819.375000 Penalty: 4235.321777
	Iteration 16Q: 3 clusters Score -750819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -750823.625000 Penalty: 4235.321777
	Iteration 17Q: 3 clusters Score -750823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -750825.812500 Penalty: 4235.321777
	Iteration 18Q: 3 clusters Score -750825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -750825.125000 Penalty: 4235.321777
	Iteration 19Q: 3 clusters Score -750825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -750827.000000 Penalty: 4235.321777
	Iteration 20F: 3 clusters Score -750827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -750828.250000 Penalty: 4235.321777
	Iteration 21Q: 3 clusters Score -750828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -750829.312500 Penalty: 4235.321777
	Iteration 22Q: 3 clusters Score -750829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -750828.750000 Penalty: 4235.321777
	Iteration 23Q: 3 clusters Score -750828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -750829.125000 Penalty: 4235.321777
	Iteration 24Q: 3 clusters Score -750829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -750831.937500 Penalty: 4235.321777
	Iteration 25Q: 3 clusters Score -750831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -750830.562500 Penalty: 4235.321777
	Iteration 26Q: 3 clusters Score -750830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -750830.562500 Penalty: 4235.321777
	Iteration 27F: 3 clusters Score -750830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92362.187500 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92362.19 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92821.609375 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92821.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93113.601562 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -93113.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93361.523438 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -93361.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93622.296875 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -93622.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93753.914062 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93753.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93883.562500 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93883.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94155.398438 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -94155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94403.070312 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -94403.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94465.179688 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -94465.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94499.789062 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -94499.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94513.648438 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -94513.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94519.195312 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -94519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94519.195312 Penalty: 3243.634766
	Iteration 13F: 3 clusters Score -94519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31415 members 
Mstep: Class 5 contains 101779 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 115027 members 
Mstep: Class 11 contains 103932 members 
Mstep: Class 12 contains 67304 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 94157 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61738 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45741 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 395 members 
Entering Unmasked Estep 
Score: -137801600.000000 Penalty: 98730.570312
Splitting cluster 15 changes total score from -137802736.000000 to -137801600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2926560.500000 Penalty: 2446.276611
	Iteration 0F: 2 clusters Score -2926560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2913018.250000 Penalty: 4892.553223
	Iteration 0F: 3 clusters Score -2913018 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2917549.500000 Penalty: 4892.553223
	Iteration 1F: 3 clusters Score -2917550 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2918057.250000 Penalty: 4892.553223
	Iteration 2F: 3 clusters Score -2918057 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2918559.500000 Penalty: 4892.553223
	Iteration 3F: 3 clusters Score -2918560 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2919027.750000 Penalty: 4892.553223
	Iteration 4Q: 3 clusters Score -2919028 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2919520.750000 Penalty: 4892.553223
	Iteration 5Q: 3 clusters Score -2919521 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2920082.750000 Penalty: 4892.553223
	Iteration 6Q: 3 clusters Score -2920083 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2920680.500000 Penalty: 4892.553223
	Iteration 7Q: 3 clusters Score -2920680 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2921269.750000 Penalty: 4892.553223
	Iteration 8Q: 3 clusters Score -2921270 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2921798.000000 Penalty: 4892.553223
	Iteration 9Q: 3 clusters Score -2921798 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2922242.500000 Penalty: 4892.553223
	Iteration 10Q: 3 clusters Score -2922242 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2922597.750000 Penalty: 4892.553223
	Iteration 11Q: 3 clusters Score -2922598 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2922861.750000 Penalty: 4892.553223
	Iteration 12Q: 3 clusters Score -2922862 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2923080.000000 Penalty: 4892.553223
	Iteration 13Q: 3 clusters Score -2923080 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2923266.750000 Penalty: 4892.553223
	Iteration 14Q: 3 clusters Score -2923267 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2923447.250000 Penalty: 4892.553223
	Iteration 15Q: 3 clusters Score -2923447 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2923594.750000 Penalty: 4892.553223
	Iteration 16Q: 3 clusters Score -2923595 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2923735.000000 Penalty: 4892.553223
	Iteration 17Q: 3 clusters Score -2923735 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2923858.250000 Penalty: 4892.553223
	Iteration 18Q: 3 clusters Score -2923858 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2923950.000000 Penalty: 4892.553223
	Iteration 19Q: 3 clusters Score -2923950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2924032.750000 Penalty: 4892.553223
	Iteration 20F: 3 clusters Score -2924033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2924120.750000 Penalty: 4892.553223
	Iteration 21Q: 3 clusters Score -2924121 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2924188.500000 Penalty: 4892.553223
	Iteration 22Q: 3 clusters Score -2924188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2924236.250000 Penalty: 4892.553223
	Iteration 23Q: 3 clusters Score -2924236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2924279.250000 Penalty: 4892.553223
	Iteration 24Q: 3 clusters Score -2924279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2924320.250000 Penalty: 4892.553223
	Iteration 25Q: 3 clusters Score -2924320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2924346.500000 Penalty: 4892.553223
	Iteration 26Q: 3 clusters Score -2924346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2924363.500000 Penalty: 4892.553223
	Iteration 27Q: 3 clusters Score -2924364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2924384.500000 Penalty: 4892.553223
	Iteration 28Q: 3 clusters Score -2924384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2924399.500000 Penalty: 4892.553223
	Iteration 29Q: 3 clusters Score -2924400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2924407.500000 Penalty: 4892.553223
	Iteration 30Q: 3 clusters Score -2924408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2924419.750000 Penalty: 4892.553223
	Iteration 31Q: 3 clusters Score -2924420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2924432.250000 Penalty: 4892.553223
	Iteration 32Q: 3 clusters Score -2924432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2924432.250000 Penalty: 4892.553223
	Iteration 33Q: 3 clusters Score -2924432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2924436.250000 Penalty: 4892.553223
	Iteration 34Q: 3 clusters Score -2924436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2924441.250000 Penalty: 4892.553223
	Iteration 35Q: 3 clusters Score -2924441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2924443.250000 Penalty: 4892.553223
	Iteration 36Q: 3 clusters Score -2924443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2924450.250000 Penalty: 4892.553223
	Iteration 37Q: 3 clusters Score -2924450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2924457.500000 Penalty: 4892.553223
	Iteration 38Q: 3 clusters Score -2924458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2924470.000000 Penalty: 4892.553223
	Iteration 39Q: 3 clusters Score -2924470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2924474.250000 Penalty: 4892.553223
	Iteration 40F: 3 clusters Score -2924474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2924473.000000 Penalty: 4892.553223
	Iteration 41Q: 3 clusters Score -2924473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2924483.750000 Penalty: 4892.553223
	Iteration 42Q: 3 clusters Score -2924484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2924487.750000 Penalty: 4892.553223
	Iteration 43Q: 3 clusters Score -2924488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2924493.500000 Penalty: 4892.553223
	Iteration 44Q: 3 clusters Score -2924494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2924497.500000 Penalty: 4892.553223
	Iteration 45Q: 3 clusters Score -2924498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2924500.750000 Penalty: 4892.553223
	Iteration 46Q: 3 clusters Score -2924501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2924499.000000 Penalty: 4892.553223
	Iteration 47Q: 3 clusters Score -2924499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2924498.250000 Penalty: 4892.553223
	Iteration 48Q: 3 clusters Score -2924498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2924497.250000 Penalty: 4892.553223
	Iteration 49Q: 3 clusters Score -2924497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2924500.250000 Penalty: 4892.553223
	Iteration 50Q: 3 clusters Score -2924500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2924505.500000 Penalty: 4892.553223
	Iteration 51Q: 3 clusters Score -2924506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2924513.000000 Penalty: 4892.553223
	Iteration 52Q: 3 clusters Score -2924513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2924513.000000 Penalty: 4892.553223
	Iteration 53Q: 3 clusters Score -2924513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2924516.750000 Penalty: 4892.553223
	Iteration 54Q: 3 clusters Score -2924517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2924515.000000 Penalty: 4892.553223
	Iteration 55Q: 3 clusters Score -2924515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2924517.000000 Penalty: 4892.553223
	Iteration 56Q: 3 clusters Score -2924517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2924516.750000 Penalty: 4892.553223
	Iteration 57Q: 3 clusters Score -2924517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2924516.750000 Penalty: 4892.553223
	Iteration 58Q: 3 clusters Score -2924517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2924517.750000 Penalty: 4892.553223
	Iteration 59Q: 3 clusters Score -2924518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2924517.750000 Penalty: 4892.553223
	Iteration 60F: 3 clusters Score -2924518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Entering Unmasked Estep 
Score: -14502142.000000 Penalty: 2840.274170
	Iteration 0F: 2 clusters Score -1.450214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -14439945.000000 Penalty: 5680.548340
	Iteration 0F: 3 clusters Score -1.443994e+07 nChanged 44563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -14465462.000000 Penalty: 5680.548340
	Iteration 1F: 3 clusters Score -1.446546e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -14466318.000000 Penalty: 5680.548340
	Iteration 2Q: 3 clusters Score -1.446632e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -14467253.000000 Penalty: 5680.548340
	Iteration 3Q: 3 clusters Score -1.446725e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -14468229.000000 Penalty: 5680.548340
	Iteration 4Q: 3 clusters Score -1.446823e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -14469558.000000 Penalty: 5680.548340
	Iteration 5Q: 3 clusters Score -1.446956e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -14471468.000000 Penalty: 5680.548340
	Iteration 6Q: 3 clusters Score -1.447147e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -14474142.000000 Penalty: 5680.548340
	Iteration 7F: 3 clusters Score -1.447414e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -14478469.000000 Penalty: 5680.548340
	Iteration 8F: 3 clusters Score -1.447847e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -14483065.000000 Penalty: 5680.548340
	Iteration 9F: 3 clusters Score -1.448306e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -14486039.000000 Penalty: 5680.548340
	Iteration 10F: 3 clusters Score -1.448604e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -14487311.000000 Penalty: 5680.548340
	Iteration 11Q: 3 clusters Score -1.448731e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -14487645.000000 Penalty: 5680.548340
	Iteration 12Q: 3 clusters Score -1.448764e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -14487723.000000 Penalty: 5680.548340
	Iteration 13Q: 3 clusters Score -1.448772e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -14487835.000000 Penalty: 5680.548340
	Iteration 14Q: 3 clusters Score -1.448784e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -14487935.000000 Penalty: 5680.548340
	Iteration 15Q: 3 clusters Score -1.448794e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -14488003.000000 Penalty: 5680.548340
	Iteration 16Q: 3 clusters Score -1.4488e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -14488065.000000 Penalty: 5680.548340
	Iteration 17Q: 3 clusters Score -1.448806e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -14488117.000000 Penalty: 5680.548340
	Iteration 18Q: 3 clusters Score -1.448812e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -14488220.000000 Penalty: 5680.548340
	Iteration 19Q: 3 clusters Score -1.448822e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -14488311.000000 Penalty: 5680.548340
	Iteration 20F: 3 clusters Score -1.448831e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -14488405.000000 Penalty: 5680.548340
	Iteration 21Q: 3 clusters Score -1.44884e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -14488491.000000 Penalty: 5680.548340
	Iteration 22Q: 3 clusters Score -1.448849e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -14488566.000000 Penalty: 5680.548340
	Iteration 23Q: 3 clusters Score -1.448857e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -14488596.000000 Penalty: 5680.548340
	Iteration 24Q: 3 clusters Score -1.44886e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -14488671.000000 Penalty: 5680.548340
	Iteration 25Q: 3 clusters Score -1.448867e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -14488743.000000 Penalty: 5680.548340
	Iteration 26Q: 3 clusters Score -1.448874e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -14488752.000000 Penalty: 5680.548340
	Iteration 27Q: 3 clusters Score -1.448875e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -14488758.000000 Penalty: 5680.548340
	Iteration 28Q: 3 clusters Score -1.448876e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -14488853.000000 Penalty: 5680.548340
	Iteration 29Q: 3 clusters Score -1.448885e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -14488927.000000 Penalty: 5680.548340
	Iteration 30Q: 3 clusters Score -1.448893e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -14489000.000000 Penalty: 5680.548340
	Iteration 31Q: 3 clusters Score -1.4489e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -14488989.000000 Penalty: 5680.548340
	Iteration 32Q: 3 clusters Score -1.448899e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -14488958.000000 Penalty: 5680.548340
	Iteration 33Q: 3 clusters Score -1.448896e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -14489042.000000 Penalty: 5680.548340
	Iteration 34Q: 3 clusters Score -1.448904e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -14489143.000000 Penalty: 5680.548340
	Iteration 35Q: 3 clusters Score -1.448914e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -14489217.000000 Penalty: 5680.548340
	Iteration 36Q: 3 clusters Score -1.448922e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -14489243.000000 Penalty: 5680.548340
	Iteration 37Q: 3 clusters Score -1.448924e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -14489283.000000 Penalty: 5680.548340
	Iteration 38Q: 3 clusters Score -1.448928e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -14489422.000000 Penalty: 5680.548340
	Iteration 39Q: 3 clusters Score -1.448942e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -14489522.000000 Penalty: 5680.548340
	Iteration 40F: 3 clusters Score -1.448952e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -14489569.000000 Penalty: 5680.548340
	Iteration 41Q: 3 clusters Score -1.448957e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -14489700.000000 Penalty: 5680.548340
	Iteration 42Q: 3 clusters Score -1.44897e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -14489745.000000 Penalty: 5680.548340
	Iteration 43Q: 3 clusters Score -1.448974e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -14489820.000000 Penalty: 5680.548340
	Iteration 44Q: 3 clusters Score -1.448982e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -14489907.000000 Penalty: 5680.548340
	Iteration 45Q: 3 clusters Score -1.448991e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -14490119.000000 Penalty: 5680.548340
	Iteration 46Q: 3 clusters Score -1.449012e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -14490228.000000 Penalty: 5680.548340
	Iteration 47Q: 3 clusters Score -1.449023e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -14490390.000000 Penalty: 5680.548340
	Iteration 48Q: 3 clusters Score -1.449039e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -14490494.000000 Penalty: 5680.548340
	Iteration 49Q: 3 clusters Score -1.449049e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -14490648.000000 Penalty: 5680.548340
	Iteration 50Q: 3 clusters Score -1.449065e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -14490869.000000 Penalty: 5680.548340
	Iteration 51Q: 3 clusters Score -1.449087e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -14491052.000000 Penalty: 5680.548340
	Iteration 52Q: 3 clusters Score -1.449105e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -14491238.000000 Penalty: 5680.548340
	Iteration 53Q: 3 clusters Score -1.449124e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -14491438.000000 Penalty: 5680.548340
	Iteration 54Q: 3 clusters Score -1.449144e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -14491613.000000 Penalty: 5680.548340
	Iteration 55Q: 3 clusters Score -1.449161e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -14491880.000000 Penalty: 5680.548340
	Iteration 56Q: 3 clusters Score -1.449188e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -14492150.000000 Penalty: 5680.548340
	Iteration 57Q: 3 clusters Score -1.449215e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -14492454.000000 Penalty: 5680.548340
	Iteration 58Q: 3 clusters Score -1.449245e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -14492747.000000 Penalty: 5680.548340
	Iteration 59Q: 3 clusters Score -1.449275e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -14493071.000000 Penalty: 5680.548340
	Iteration 60F: 3 clusters Score -1.449307e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -14493480.000000 Penalty: 5680.548340
	Iteration 61Q: 3 clusters Score -1.449348e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -14493965.000000 Penalty: 5680.548340
	Iteration 62Q: 3 clusters Score -1.449396e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -14494347.000000 Penalty: 5680.548340
	Iteration 63Q: 3 clusters Score -1.449435e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -14494739.000000 Penalty: 5680.548340
	Iteration 64Q: 3 clusters Score -1.449474e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -14495139.000000 Penalty: 5680.548340
	Iteration 65Q: 3 clusters Score -1.449514e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -14495620.000000 Penalty: 5680.548340
	Iteration 66Q: 3 clusters Score -1.449562e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -14496052.000000 Penalty: 5680.548340
	Iteration 67Q: 3 clusters Score -1.449605e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -14496490.000000 Penalty: 5680.548340
	Iteration 68Q: 3 clusters Score -1.449649e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -14496883.000000 Penalty: 5680.548340
	Iteration 69Q: 3 clusters Score -1.449688e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -14497322.000000 Penalty: 5680.548340
	Iteration 70Q: 3 clusters Score -1.449732e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -14497723.000000 Penalty: 5680.548340
	Iteration 71Q: 3 clusters Score -1.449772e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -14497984.000000 Penalty: 5680.548340
	Iteration 72Q: 3 clusters Score -1.449798e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -14498265.000000 Penalty: 5680.548340
	Iteration 73Q: 3 clusters Score -1.449826e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -14498512.000000 Penalty: 5680.548340
	Iteration 74Q: 3 clusters Score -1.449851e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -14498743.000000 Penalty: 5680.548340
	Iteration 75Q: 3 clusters Score -1.449874e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -14498943.000000 Penalty: 5680.548340
	Iteration 76Q: 3 clusters Score -1.449894e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -14499079.000000 Penalty: 5680.548340
	Iteration 77Q: 3 clusters Score -1.449908e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -14499182.000000 Penalty: 5680.548340
	Iteration 78Q: 3 clusters Score -1.449918e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -14499307.000000 Penalty: 5680.548340
	Iteration 79Q: 3 clusters Score -1.449931e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -14499401.000000 Penalty: 5680.548340
	Iteration 80F: 3 clusters Score -1.44994e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -14499508.000000 Penalty: 5680.548340
	Iteration 81Q: 3 clusters Score -1.449951e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -14499560.000000 Penalty: 5680.548340
	Iteration 82Q: 3 clusters Score -1.449956e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -14499590.000000 Penalty: 5680.548340
	Iteration 83Q: 3 clusters Score -1.449959e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -14499627.000000 Penalty: 5680.548340
	Iteration 84Q: 3 clusters Score -1.449963e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -14499654.000000 Penalty: 5680.548340
	Iteration 85Q: 3 clusters Score -1.449965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -14499674.000000 Penalty: 5680.548340
	Iteration 86Q: 3 clusters Score -1.449967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -14499710.000000 Penalty: 5680.548340
	Iteration 87Q: 3 clusters Score -1.449971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -14499719.000000 Penalty: 5680.548340
	Iteration 88Q: 3 clusters Score -1.449972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -14499737.000000 Penalty: 5680.548340
	Iteration 89Q: 3 clusters Score -1.449974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -14499729.000000 Penalty: 5680.548340
	Iteration 90Q: 3 clusters Score -1.449973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -14499739.000000 Penalty: 5680.548340
	Iteration 91Q: 3 clusters Score -1.449974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -14499754.000000 Penalty: 5680.548340
	Iteration 92Q: 3 clusters Score -1.449975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -14499763.000000 Penalty: 5680.548340
	Iteration 93Q: 3 clusters Score -1.449976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -14499785.000000 Penalty: 5680.548340
	Iteration 94Q: 3 clusters Score -1.449978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -14499793.000000 Penalty: 5680.548340
	Iteration 95Q: 3 clusters Score -1.449979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -14499807.000000 Penalty: 5680.548340
	Iteration 96Q: 3 clusters Score -1.449981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -14499822.000000 Penalty: 5680.548340
	Iteration 97Q: 3 clusters Score -1.449982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -14499828.000000 Penalty: 5680.548340
	Iteration 98Q: 3 clusters Score -1.449983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -14499829.000000 Penalty: 5680.548340
	Iteration 99Q: 3 clusters Score -1.449983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -14499840.000000 Penalty: 5680.548340
	Iteration 100F: 3 clusters Score -1.449984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -14499839.000000 Penalty: 5680.548340
	Iteration 101Q: 3 clusters Score -1.449984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -14499834.000000 Penalty: 5680.548340
	Iteration 102Q: 3 clusters Score -1.449983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -14499838.000000 Penalty: 5680.548340
	Iteration 103Q: 3 clusters Score -1.449984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -14499838.000000 Penalty: 5680.548340
	Iteration 104Q: 3 clusters Score -1.449984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -14499846.000000 Penalty: 5680.548340
	Iteration 105Q: 3 clusters Score -1.449985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -14499843.000000 Penalty: 5680.548340
	Iteration 106Q: 3 clusters Score -1.449984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -14499846.000000 Penalty: 5680.548340
	Iteration 107Q: 3 clusters Score -1.449985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -14499838.000000 Penalty: 5680.548340
	Iteration 108Q: 3 clusters Score -1.449984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -14499841.000000 Penalty: 5680.548340
	Iteration 109Q: 3 clusters Score -1.449984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -14499850.000000 Penalty: 5680.548340
	Iteration 110Q: 3 clusters Score -1.449985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -14499841.000000 Penalty: 5680.548340
	Iteration 111Q: 3 clusters Score -1.449984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -14499857.000000 Penalty: 5680.548340
	Iteration 112Q: 3 clusters Score -1.449986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -14499859.000000 Penalty: 5680.548340
	Iteration 113Q: 3 clusters Score -1.449986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -14499867.000000 Penalty: 5680.548340
	Iteration 114Q: 3 clusters Score -1.449987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -14499857.000000 Penalty: 5680.548340
	Iteration 115Q: 3 clusters Score -1.449986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -14499856.000000 Penalty: 5680.548340
	Iteration 116Q: 3 clusters Score -1.449986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -14499866.000000 Penalty: 5680.548340
	Iteration 117Q: 3 clusters Score -1.449987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -14499879.000000 Penalty: 5680.548340
	Iteration 118Q: 3 clusters Score -1.449988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -14499873.000000 Penalty: 5680.548340
	Iteration 119Q: 3 clusters Score -1.449987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -14499871.000000 Penalty: 5680.548340
	Iteration 120F: 3 clusters Score -1.449987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -14499878.000000 Penalty: 5680.548340
	Iteration 121Q: 3 clusters Score -1.449988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -14499886.000000 Penalty: 5680.548340
	Iteration 122Q: 3 clusters Score -1.449989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -14499888.000000 Penalty: 5680.548340
	Iteration 123Q: 3 clusters Score -1.449989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -14499886.000000 Penalty: 5680.548340
	Iteration 124Q: 3 clusters Score -1.449989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -14499875.000000 Penalty: 5680.548340
	Iteration 125Q: 3 clusters Score -1.449988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -14499882.000000 Penalty: 5680.548340
	Iteration 126Q: 3 clusters Score -1.449988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -14499887.000000 Penalty: 5680.548340
	Iteration 127Q: 3 clusters Score -1.449989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -14499882.000000 Penalty: 5680.548340
	Iteration 128Q: 3 clusters Score -1.449988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -14499878.000000 Penalty: 5680.548340
	Iteration 129Q: 3 clusters Score -1.449988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -14499887.000000 Penalty: 5680.548340
	Iteration 130Q: 3 clusters Score -1.449989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -14499880.000000 Penalty: 5680.548340
	Iteration 131Q: 3 clusters Score -1.449988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -14499880.000000 Penalty: 5680.548340
	Iteration 132F: 3 clusters Score -1.449988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Entering Unmasked Estep 
Score: -7114863.000000 Penalty: 2670.584229
	Iteration 0F: 2 clusters Score -7114863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -7082864.500000 Penalty: 5341.168457
	Iteration 0F: 3 clusters Score -7082864 nChanged 21953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -7094965.000000 Penalty: 5341.168457
	Iteration 1F: 3 clusters Score -7094965 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -7095549.500000 Penalty: 5341.168457
	Iteration 2Q: 3 clusters Score -7095550 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -7096113.000000 Penalty: 5341.168457
	Iteration 3Q: 3 clusters Score -7096113 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -7096743.500000 Penalty: 5341.168457
	Iteration 4Q: 3 clusters Score -7096744 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -7097486.000000 Penalty: 5341.168457
	Iteration 5Q: 3 clusters Score -7097486 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -7098716.500000 Penalty: 5341.168457
	Iteration 6F: 3 clusters Score -7098716 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -7100446.000000 Penalty: 5341.168457
	Iteration 7F: 3 clusters Score -7100446 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -7102634.500000 Penalty: 5341.168457
	Iteration 8F: 3 clusters Score -7102634 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -7105185.500000 Penalty: 5341.168457
	Iteration 9F: 3 clusters Score -7105186 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7107621.000000 Penalty: 5341.168457
	Iteration 10F: 3 clusters Score -7107621 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7109642.500000 Penalty: 5341.168457
	Iteration 11Q: 3 clusters Score -7109642 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -7110977.500000 Penalty: 5341.168457
	Iteration 12Q: 3 clusters Score -7110978 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -7111673.500000 Penalty: 5341.168457
	Iteration 13Q: 3 clusters Score -7111674 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -7112082.000000 Penalty: 5341.168457
	Iteration 14Q: 3 clusters Score -7112082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -7112290.000000 Penalty: 5341.168457
	Iteration 15Q: 3 clusters Score -7112290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -7112396.000000 Penalty: 5341.168457
	Iteration 16Q: 3 clusters Score -7112396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -7112455.500000 Penalty: 5341.168457
	Iteration 17Q: 3 clusters Score -7112456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -7112484.000000 Penalty: 5341.168457
	Iteration 18Q: 3 clusters Score -7112484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7112521.000000 Penalty: 5341.168457
	Iteration 19Q: 3 clusters Score -7112521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -7112533.500000 Penalty: 5341.168457
	Iteration 20F: 3 clusters Score -7112534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -7112542.500000 Penalty: 5341.168457
	Iteration 21Q: 3 clusters Score -7112542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -7112543.500000 Penalty: 5341.168457
	Iteration 22Q: 3 clusters Score -7112544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7112553.000000 Penalty: 5341.168457
	Iteration 23Q: 3 clusters Score -7112553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -7112556.500000 Penalty: 5341.168457
	Iteration 24Q: 3 clusters Score -7112556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -7112554.000000 Penalty: 5341.168457
	Iteration 25Q: 3 clusters Score -7112554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -7112556.500000 Penalty: 5341.168457
	Iteration 26Q: 3 clusters Score -7112556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -7112559.500000 Penalty: 5341.168457
	Iteration 27Q: 3 clusters Score -7112560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -7112560.000000 Penalty: 5341.168457
	Iteration 28Q: 3 clusters Score -7112560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -7112566.500000 Penalty: 5341.168457
	Iteration 29Q: 3 clusters Score -7112566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -7112570.500000 Penalty: 5341.168457
	Iteration 30Q: 3 clusters Score -7112570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -7112570.500000 Penalty: 5341.168457
	Iteration 31F: 3 clusters Score -7112570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Entering Unmasked Estep 
Score: -8055357.500000 Penalty: 2700.019531
	Iteration 0F: 2 clusters Score -8055358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -8019208.000000 Penalty: 5400.039062
	Iteration 0F: 3 clusters Score -8019208 nChanged 24833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -8033248.000000 Penalty: 5400.039062
	Iteration 1F: 3 clusters Score -8033248 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -8033956.000000 Penalty: 5400.039062
	Iteration 2Q: 3 clusters Score -8033956 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -8034758.500000 Penalty: 5400.039062
	Iteration 3Q: 3 clusters Score -8034758 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -8035682.500000 Penalty: 5400.039062
	Iteration 4Q: 3 clusters Score -8035682 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8036775.000000 Penalty: 5400.039062
	Iteration 5Q: 3 clusters Score -8036775 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -8038094.000000 Penalty: 5400.039062
	Iteration 6F: 3 clusters Score -8038094 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -8039286.000000 Penalty: 5400.039062
	Iteration 7F: 3 clusters Score -8039286 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8040320.500000 Penalty: 5400.039062
	Iteration 8Q: 3 clusters Score -8040320 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8041201.000000 Penalty: 5400.039062
	Iteration 9Q: 3 clusters Score -8041201 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -8041902.000000 Penalty: 5400.039062
	Iteration 10Q: 3 clusters Score -8041902 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -8042498.000000 Penalty: 5400.039062
	Iteration 11Q: 3 clusters Score -8042498 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -8043016.500000 Penalty: 5400.039062
	Iteration 12Q: 3 clusters Score -8043016 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -8043663.000000 Penalty: 5400.039062
	Iteration 13Q: 3 clusters Score -8043663 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -8044415.500000 Penalty: 5400.039062
	Iteration 14Q: 3 clusters Score -8044416 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -8045146.000000 Penalty: 5400.039062
	Iteration 15Q: 3 clusters Score -8045146 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -8046078.000000 Penalty: 5400.039062
	Iteration 16Q: 3 clusters Score -8046078 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -8047083.000000 Penalty: 5400.039062
	Iteration 17Q: 3 clusters Score -8047083 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -8048171.000000 Penalty: 5400.039062
	Iteration 18Q: 3 clusters Score -8048171 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8049297.500000 Penalty: 5400.039062
	Iteration 19Q: 3 clusters Score -8049298 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8050341.000000 Penalty: 5400.039062
	Iteration 20F: 3 clusters Score -8050341 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8051189.500000 Penalty: 5400.039062
	Iteration 21Q: 3 clusters Score -8051190 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8051834.000000 Penalty: 5400.039062
	Iteration 22Q: 3 clusters Score -8051834 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8052254.500000 Penalty: 5400.039062
	Iteration 23Q: 3 clusters Score -8052254 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8052545.000000 Penalty: 5400.039062
	Iteration 24Q: 3 clusters Score -8052545 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8052732.000000 Penalty: 5400.039062
	Iteration 25Q: 3 clusters Score -8052732 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8052842.000000 Penalty: 5400.039062
	Iteration 26Q: 3 clusters Score -8052842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8052919.000000 Penalty: 5400.039062
	Iteration 27Q: 3 clusters Score -8052919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8052963.000000 Penalty: 5400.039062
	Iteration 28Q: 3 clusters Score -8052963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8053004.500000 Penalty: 5400.039062
	Iteration 29Q: 3 clusters Score -8053004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8053034.000000 Penalty: 5400.039062
	Iteration 30Q: 3 clusters Score -8053034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8053070.500000 Penalty: 5400.039062
	Iteration 31Q: 3 clusters Score -8053070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8053090.000000 Penalty: 5400.039062
	Iteration 32Q: 3 clusters Score -8053090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8053095.500000 Penalty: 5400.039062
	Iteration 33Q: 3 clusters Score -8053096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8053110.000000 Penalty: 5400.039062
	Iteration 34Q: 3 clusters Score -8053110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8053121.500000 Penalty: 5400.039062
	Iteration 35Q: 3 clusters Score -8053122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8053119.000000 Penalty: 5400.039062
	Iteration 36Q: 3 clusters Score -8053119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8053122.000000 Penalty: 5400.039062
	Iteration 37Q: 3 clusters Score -8053122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8053124.500000 Penalty: 5400.039062
	Iteration 38Q: 3 clusters Score -8053124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8053130.500000 Penalty: 5400.039062
	Iteration 39Q: 3 clusters Score -8053130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8053136.500000 Penalty: 5400.039062
	Iteration 40F: 3 clusters Score -8053136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8053140.000000 Penalty: 5400.039062
	Iteration 41Q: 3 clusters Score -8053140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8053139.500000 Penalty: 5400.039062
	Iteration 42Q: 3 clusters Score -8053140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8053144.000000 Penalty: 5400.039062
	Iteration 43Q: 3 clusters Score -8053144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8053145.000000 Penalty: 5400.039062
	Iteration 44Q: 3 clusters Score -8053145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8053153.500000 Penalty: 5400.039062
	Iteration 45Q: 3 clusters Score -8053154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8053154.000000 Penalty: 5400.039062
	Iteration 46Q: 3 clusters Score -8053154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8053155.000000 Penalty: 5400.039062
	Iteration 47Q: 3 clusters Score -8053155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8053152.500000 Penalty: 5400.039062
	Iteration 48Q: 3 clusters Score -8053152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8053158.000000 Penalty: 5400.039062
	Iteration 49Q: 3 clusters Score -8053158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8053157.000000 Penalty: 5400.039062
	Iteration 50Q: 3 clusters Score -8053157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8053155.000000 Penalty: 5400.039062
	Iteration 51Q: 3 clusters Score -8053155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8053155.000000 Penalty: 5400.039062
	Iteration 52F: 3 clusters Score -8053155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54439.164062 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54439.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54660.242188 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54660.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54825.105469 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54825.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54920.039062 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -54920.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54991.316406 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54991.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55062.082031 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -55062.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55171.628906 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55171.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55337.253906 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55337.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55435.621094 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55435.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55488.117188 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55488.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55503.921875 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55503.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55505.695312 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -55505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55505.695312 Penalty: 3001.836182
	Iteration 12F: 3 clusters Score -55505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Entering Unmasked Estep 
Score: -9561412.000000 Penalty: 2735.602539
	Iteration 0F: 2 clusters Score -9561412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -9520027.000000 Penalty: 5471.205078
	Iteration 0F: 3 clusters Score -9520027 nChanged 28663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -9536134.000000 Penalty: 5471.205078
	Iteration 1F: 3 clusters Score -9536134 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -9536709.000000 Penalty: 5471.205078
	Iteration 2Q: 3 clusters Score -9536709 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -9537211.000000 Penalty: 5471.205078
	Iteration 3Q: 3 clusters Score -9537211 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -9537785.000000 Penalty: 5471.205078
	Iteration 4Q: 3 clusters Score -9537785 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -9538577.000000 Penalty: 5471.205078
	Iteration 5Q: 3 clusters Score -9538577 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -9539712.000000 Penalty: 5471.205078
	Iteration 6Q: 3 clusters Score -9539712 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -9541271.000000 Penalty: 5471.205078
	Iteration 7Q: 3 clusters Score -9541271 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -9543229.000000 Penalty: 5471.205078
	Iteration 8Q: 3 clusters Score -9543229 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9545737.000000 Penalty: 5471.205078
	Iteration 9F: 3 clusters Score -9545737 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -9548498.000000 Penalty: 5471.205078
	Iteration 10F: 3 clusters Score -9548498 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -9551165.000000 Penalty: 5471.205078
	Iteration 11F: 3 clusters Score -9551165 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -9552995.000000 Penalty: 5471.205078
	Iteration 12Q: 3 clusters Score -9552995 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -9554282.000000 Penalty: 5471.205078
	Iteration 13Q: 3 clusters Score -9554282 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -9555214.000000 Penalty: 5471.205078
	Iteration 14Q: 3 clusters Score -9555214 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -9555868.000000 Penalty: 5471.205078
	Iteration 15Q: 3 clusters Score -9555868 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -9556385.000000 Penalty: 5471.205078
	Iteration 16Q: 3 clusters Score -9556385 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9556893.000000 Penalty: 5471.205078
	Iteration 17Q: 3 clusters Score -9556893 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9557335.000000 Penalty: 5471.205078
	Iteration 18Q: 3 clusters Score -9557335 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -9557662.000000 Penalty: 5471.205078
	Iteration 19Q: 3 clusters Score -9557662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9557925.000000 Penalty: 5471.205078
	Iteration 20F: 3 clusters Score -9557925 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9558170.000000 Penalty: 5471.205078
	Iteration 21Q: 3 clusters Score -9558170 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9558367.000000 Penalty: 5471.205078
	Iteration 22Q: 3 clusters Score -9558367 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9558544.000000 Penalty: 5471.205078
	Iteration 23Q: 3 clusters Score -9558544 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9558653.000000 Penalty: 5471.205078
	Iteration 24Q: 3 clusters Score -9558653 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9558747.000000 Penalty: 5471.205078
	Iteration 25Q: 3 clusters Score -9558747 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9558813.000000 Penalty: 5471.205078
	Iteration 26Q: 3 clusters Score -9558813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9558887.000000 Penalty: 5471.205078
	Iteration 27Q: 3 clusters Score -9558887 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9558933.000000 Penalty: 5471.205078
	Iteration 28Q: 3 clusters Score -9558933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9558967.000000 Penalty: 5471.205078
	Iteration 29Q: 3 clusters Score -9558967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9559007.000000 Penalty: 5471.205078
	Iteration 30Q: 3 clusters Score -9559007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9559030.000000 Penalty: 5471.205078
	Iteration 31Q: 3 clusters Score -9559030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9559035.000000 Penalty: 5471.205078
	Iteration 32Q: 3 clusters Score -9559035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9559053.000000 Penalty: 5471.205078
	Iteration 33Q: 3 clusters Score -9559053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9559057.000000 Penalty: 5471.205078
	Iteration 34Q: 3 clusters Score -9559057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9559070.000000 Penalty: 5471.205078
	Iteration 35Q: 3 clusters Score -9559070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9559080.000000 Penalty: 5471.205078
	Iteration 36Q: 3 clusters Score -9559080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9559088.000000 Penalty: 5471.205078
	Iteration 37Q: 3 clusters Score -9559088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9559093.000000 Penalty: 5471.205078
	Iteration 38Q: 3 clusters Score -9559093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9559105.000000 Penalty: 5471.205078
	Iteration 39Q: 3 clusters Score -9559105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9559106.000000 Penalty: 5471.205078
	Iteration 40F: 3 clusters Score -9559106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9559124.000000 Penalty: 5471.205078
	Iteration 41Q: 3 clusters Score -9559124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9559131.000000 Penalty: 5471.205078
	Iteration 42Q: 3 clusters Score -9559131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9559135.000000 Penalty: 5471.205078
	Iteration 43Q: 3 clusters Score -9559135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9559136.000000 Penalty: 5471.205078
	Iteration 44Q: 3 clusters Score -9559136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9559138.000000 Penalty: 5471.205078
	Iteration 45Q: 3 clusters Score -9559138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9559148.000000 Penalty: 5471.205078
	Iteration 46Q: 3 clusters Score -9559148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9559149.000000 Penalty: 5471.205078
	Iteration 47Q: 3 clusters Score -9559149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9559153.000000 Penalty: 5471.205078
	Iteration 48Q: 3 clusters Score -9559153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9559159.000000 Penalty: 5471.205078
	Iteration 49Q: 3 clusters Score -9559159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9559159.000000 Penalty: 5471.205078
	Iteration 50F: 3 clusters Score -9559159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Entering Unmasked Estep 
Score: -3193102.250000 Penalty: 2480.309814
	Iteration 0F: 2 clusters Score -3193102 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 11067 members 
Entering Unmasked Estep 
Score: -3177701.000000 Penalty: 4960.619629
	Iteration 0F: 3 clusters Score -3177701 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3182807.500000 Penalty: 4960.619629
	Iteration 1F: 3 clusters Score -3182808 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3183272.500000 Penalty: 4960.619629
	Iteration 2F: 3 clusters Score -3183272 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3183655.000000 Penalty: 4960.619629
	Iteration 3Q: 3 clusters Score -3183655 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3184066.250000 Penalty: 4960.619629
	Iteration 4Q: 3 clusters Score -3184066 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3184559.250000 Penalty: 4960.619629
	Iteration 5Q: 3 clusters Score -3184559 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3185153.500000 Penalty: 4960.619629
	Iteration 6Q: 3 clusters Score -3185154 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3185875.750000 Penalty: 4960.619629
	Iteration 7F: 3 clusters Score -3185876 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3186783.250000 Penalty: 4960.619629
	Iteration 8F: 3 clusters Score -3186783 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3187767.500000 Penalty: 4960.619629
	Iteration 9F: 3 clusters Score -3187768 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3188746.500000 Penalty: 4960.619629
	Iteration 10F: 3 clusters Score -3188746 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3189499.000000 Penalty: 4960.619629
	Iteration 11Q: 3 clusters Score -3189499 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3190044.500000 Penalty: 4960.619629
	Iteration 12Q: 3 clusters Score -3190044 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3190453.250000 Penalty: 4960.619629
	Iteration 13Q: 3 clusters Score -3190453 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3190748.750000 Penalty: 4960.619629
	Iteration 14Q: 3 clusters Score -3190749 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3190946.500000 Penalty: 4960.619629
	Iteration 15Q: 3 clusters Score -3190946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3191060.500000 Penalty: 4960.619629
	Iteration 16Q: 3 clusters Score -3191060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3191172.750000 Penalty: 4960.619629
	Iteration 17Q: 3 clusters Score -3191173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3191235.250000 Penalty: 4960.619629
	Iteration 18Q: 3 clusters Score -3191235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3191276.750000 Penalty: 4960.619629
	Iteration 19Q: 3 clusters Score -3191277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3191323.000000 Penalty: 4960.619629
	Iteration 20F: 3 clusters Score -3191323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3191340.500000 Penalty: 4960.619629
	Iteration 21Q: 3 clusters Score -3191340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3191354.750000 Penalty: 4960.619629
	Iteration 22Q: 3 clusters Score -3191355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3191361.500000 Penalty: 4960.619629
	Iteration 23Q: 3 clusters Score -3191362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3191374.500000 Penalty: 4960.619629
	Iteration 24Q: 3 clusters Score -3191374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3191380.000000 Penalty: 4960.619629
	Iteration 25Q: 3 clusters Score -3191380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3191384.500000 Penalty: 4960.619629
	Iteration 26Q: 3 clusters Score -3191384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3191391.500000 Penalty: 4960.619629
	Iteration 27Q: 3 clusters Score -3191392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3191394.500000 Penalty: 4960.619629
	Iteration 28Q: 3 clusters Score -3191394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3191399.250000 Penalty: 4960.619629
	Iteration 29Q: 3 clusters Score -3191399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3191399.000000 Penalty: 4960.619629
	Iteration 30Q: 3 clusters Score -3191399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3191400.500000 Penalty: 4960.619629
	Iteration 31Q: 3 clusters Score -3191400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3191396.250000 Penalty: 4960.619629
	Iteration 32Q: 3 clusters Score -3191396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3191401.250000 Penalty: 4960.619629
	Iteration 33Q: 3 clusters Score -3191401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3191401.750000 Penalty: 4960.619629
	Iteration 34Q: 3 clusters Score -3191402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3191404.000000 Penalty: 4960.619629
	Iteration 35Q: 3 clusters Score -3191404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3191404.250000 Penalty: 4960.619629
	Iteration 36Q: 3 clusters Score -3191404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3191407.750000 Penalty: 4960.619629
	Iteration 37Q: 3 clusters Score -3191408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3191412.500000 Penalty: 4960.619629
	Iteration 38Q: 3 clusters Score -3191412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3191410.000000 Penalty: 4960.619629
	Iteration 39Q: 3 clusters Score -3191410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3191411.000000 Penalty: 4960.619629
	Iteration 40F: 3 clusters Score -3191411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3191412.000000 Penalty: 4960.619629
	Iteration 41Q: 3 clusters Score -3191412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3191415.500000 Penalty: 4960.619629
	Iteration 42Q: 3 clusters Score -3191416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3191412.250000 Penalty: 4960.619629
	Iteration 43Q: 3 clusters Score -3191412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3191415.500000 Penalty: 4960.619629
	Iteration 44Q: 3 clusters Score -3191416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3191416.250000 Penalty: 4960.619629
	Iteration 45Q: 3 clusters Score -3191416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3191420.250000 Penalty: 4960.619629
	Iteration 46Q: 3 clusters Score -3191420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3191419.250000 Penalty: 4960.619629
	Iteration 47Q: 3 clusters Score -3191419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3191419.500000 Penalty: 4960.619629
	Iteration 48Q: 3 clusters Score -3191420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3191422.000000 Penalty: 4960.619629
	Iteration 49Q: 3 clusters Score -3191422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3191419.500000 Penalty: 4960.619629
	Iteration 50Q: 3 clusters Score -3191420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3191422.000000 Penalty: 4960.619629
	Iteration 51Q: 3 clusters Score -3191422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3191422.000000 Penalty: 4960.619629
	Iteration 52F: 3 clusters Score -3191422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -304170.500000 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -304170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301559.656250 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -301559.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302018.250000 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -302018.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302145.562500 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -302145.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -302199.250000 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -302199.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -302225.562500 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -302225.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302239.875000 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -302239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -302246.343750 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -302246.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -302255.093750 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -302255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302265.250000 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -302265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302269.593750 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -302269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -302274.468750 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -302274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -302279.281250 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -302279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -302285.125000 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -302285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -302289.750000 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -302289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -302293.500000 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -302293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302295.281250 Penalty: 3762.551270
	Iteration 15Q: 3 clusters Score -302295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -302298.687500 Penalty: 3762.551270
	Iteration 16Q: 3 clusters Score -302298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -302302.687500 Penalty: 3762.551270
	Iteration 17Q: 3 clusters Score -302302.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302308.375000 Penalty: 3762.551270
	Iteration 18Q: 3 clusters Score -302308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302313.437500 Penalty: 3762.551270
	Iteration 19Q: 3 clusters Score -302313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -302319.812500 Penalty: 3762.551270
	Iteration 20F: 3 clusters Score -302319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302329.593750 Penalty: 3762.551270
	Iteration 21Q: 3 clusters Score -302329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -302339.500000 Penalty: 3762.551270
	Iteration 22Q: 3 clusters Score -302339.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -302345.156250 Penalty: 3762.551270
	Iteration 23Q: 3 clusters Score -302345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -302346.875000 Penalty: 3762.551270
	Iteration 24Q: 3 clusters Score -302346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -302349.937500 Penalty: 3762.551270
	Iteration 25Q: 3 clusters Score -302349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -302352.812500 Penalty: 3762.551270
	Iteration 26Q: 3 clusters Score -302352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -302353.000000 Penalty: 3762.551270
	Iteration 27Q: 3 clusters Score -302353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -302354.531250 Penalty: 3762.551270
	Iteration 28Q: 3 clusters Score -302354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -302354.968750 Penalty: 3762.551270
	Iteration 29Q: 3 clusters Score -302355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -302354.968750 Penalty: 3762.551270
	Iteration 30F: 3 clusters Score -302355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27905.386719 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27905.39 nChanged 32
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: -28099.378906 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28099.38 nChanged 12
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: -28216.714844 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -28216.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28259.894531 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28259.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28277.648438 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28277.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28285.242188 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -28285.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28294.558594 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -28294.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28297.562500 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -28297.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28297.562500 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -28297.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Entering Unmasked Estep 
Score: -7122334.000000 Penalty: 2661.226074
	Iteration 0F: 2 clusters Score -7122334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -7091439.000000 Penalty: 5322.452148
	Iteration 0F: 3 clusters Score -7091439 nChanged 21207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -7102913.000000 Penalty: 5322.452148
	Iteration 1F: 3 clusters Score -7102913 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -7103448.500000 Penalty: 5322.452148
	Iteration 2Q: 3 clusters Score -7103448 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -7103890.500000 Penalty: 5322.452148
	Iteration 3Q: 3 clusters Score -7103890 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -7104308.000000 Penalty: 5322.452148
	Iteration 4Q: 3 clusters Score -7104308 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -7104788.500000 Penalty: 5322.452148
	Iteration 5Q: 3 clusters Score -7104788 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -7105302.500000 Penalty: 5322.452148
	Iteration 6Q: 3 clusters Score -7105302 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7105991.500000 Penalty: 5322.452148
	Iteration 7Q: 3 clusters Score -7105992 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7107165.000000 Penalty: 5322.452148
	Iteration 8Q: 3 clusters Score -7107165 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7108784.000000 Penalty: 5322.452148
	Iteration 9F: 3 clusters Score -7108784 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7110848.000000 Penalty: 5322.452148
	Iteration 10F: 3 clusters Score -7110848 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7113265.500000 Penalty: 5322.452148
	Iteration 11F: 3 clusters Score -7113266 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7115543.000000 Penalty: 5322.452148
	Iteration 12F: 3 clusters Score -7115543 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -7117296.500000 Penalty: 5322.452148
	Iteration 13Q: 3 clusters Score -7117296 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -7118439.000000 Penalty: 5322.452148
	Iteration 14Q: 3 clusters Score -7118439 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7119121.000000 Penalty: 5322.452148
	Iteration 15Q: 3 clusters Score -7119121 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -7119512.500000 Penalty: 5322.452148
	Iteration 16Q: 3 clusters Score -7119512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -7119723.500000 Penalty: 5322.452148
	Iteration 17Q: 3 clusters Score -7119724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -7119831.500000 Penalty: 5322.452148
	Iteration 18Q: 3 clusters Score -7119832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -7119903.000000 Penalty: 5322.452148
	Iteration 19Q: 3 clusters Score -7119903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -7119944.000000 Penalty: 5322.452148
	Iteration 20F: 3 clusters Score -7119944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -7119971.000000 Penalty: 5322.452148
	Iteration 21Q: 3 clusters Score -7119971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -7120005.500000 Penalty: 5322.452148
	Iteration 22Q: 3 clusters Score -7120006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -7120023.500000 Penalty: 5322.452148
	Iteration 23Q: 3 clusters Score -7120024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -7120044.000000 Penalty: 5322.452148
	Iteration 24Q: 3 clusters Score -7120044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -7120039.000000 Penalty: 5322.452148
	Iteration 25Q: 3 clusters Score -7120039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -7120050.500000 Penalty: 5322.452148
	Iteration 26Q: 3 clusters Score -7120050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -7120052.500000 Penalty: 5322.452148
	Iteration 27Q: 3 clusters Score -7120052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -7120054.000000 Penalty: 5322.452148
	Iteration 28Q: 3 clusters Score -7120054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -7120057.000000 Penalty: 5322.452148
	Iteration 29Q: 3 clusters Score -7120057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -7120061.500000 Penalty: 5322.452148
	Iteration 30Q: 3 clusters Score -7120062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7120066.500000 Penalty: 5322.452148
	Iteration 31Q: 3 clusters Score -7120066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7120066.000000 Penalty: 5322.452148
	Iteration 32Q: 3 clusters Score -7120066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7120070.500000 Penalty: 5322.452148
	Iteration 33Q: 3 clusters Score -7120070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -7120071.500000 Penalty: 5322.452148
	Iteration 34Q: 3 clusters Score -7120072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -7120074.000000 Penalty: 5322.452148
	Iteration 35Q: 3 clusters Score -7120074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -7120081.000000 Penalty: 5322.452148
	Iteration 36Q: 3 clusters Score -7120081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -7120082.500000 Penalty: 5322.452148
	Iteration 37Q: 3 clusters Score -7120082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -7120083.500000 Penalty: 5322.452148
	Iteration 38Q: 3 clusters Score -7120084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -7120085.000000 Penalty: 5322.452148
	Iteration 39Q: 3 clusters Score -7120085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -7120080.500000 Penalty: 5322.452148
	Iteration 40F: 3 clusters Score -7120080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -370815.656250 Penalty: 1976.143188
	Iteration 0F: 2 clusters Score -370815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -367712.812500 Penalty: 3952.286377
	Iteration 0F: 3 clusters Score -367712.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -368646.437500 Penalty: 3952.286377
	Iteration 1F: 3 clusters Score -368646.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -369116.468750 Penalty: 3952.286377
	Iteration 2F: 3 clusters Score -369116.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -369429.687500 Penalty: 3952.286377
	Iteration 3F: 3 clusters Score -369429.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -369691.406250 Penalty: 3952.286377
	Iteration 4F: 3 clusters Score -369691.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -369913.281250 Penalty: 3952.286377
	Iteration 5F: 3 clusters Score -369913.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -370094.562500 Penalty: 3952.286377
	Iteration 6Q: 3 clusters Score -370094.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -370227.750000 Penalty: 3952.286377
	Iteration 7Q: 3 clusters Score -370227.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -370370.218750 Penalty: 3952.286377
	Iteration 8Q: 3 clusters Score -370370.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -370499.531250 Penalty: 3952.286377
	Iteration 9Q: 3 clusters Score -370499.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -370585.375000 Penalty: 3952.286377
	Iteration 10Q: 3 clusters Score -370585.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -370661.593750 Penalty: 3952.286377
	Iteration 11Q: 3 clusters Score -370661.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -370748.843750 Penalty: 3952.286377
	Iteration 12Q: 3 clusters Score -370748.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -370835.968750 Penalty: 3952.286377
	Iteration 13Q: 3 clusters Score -370836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -370897.437500 Penalty: 3952.286377
	Iteration 14Q: 3 clusters Score -370897.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370947.843750 Penalty: 3952.286377
	Iteration 15Q: 3 clusters Score -370947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -370972.687500 Penalty: 3952.286377
	Iteration 16Q: 3 clusters Score -370972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370985.562500 Penalty: 3952.286377
	Iteration 17Q: 3 clusters Score -370985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -370989.531250 Penalty: 3952.286377
	Iteration 18Q: 3 clusters Score -370989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -370990.687500 Penalty: 3952.286377
	Iteration 19Q: 3 clusters Score -370990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -370994.281250 Penalty: 3952.286377
	Iteration 20F: 3 clusters Score -370994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -370995.812500 Penalty: 3952.286377
	Iteration 21Q: 3 clusters Score -370995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -370995.812500 Penalty: 3952.286377
	Iteration 22F: 3 clusters Score -370995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31415 members 
Mstep: Class 5 contains 101779 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 115027 members 
Mstep: Class 11 contains 103932 members 
Mstep: Class 12 contains 67304 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 94157 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61738 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45741 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 1911 members 
Entering Unmasked Estep 
Score: -137801504.000000 Penalty: 98730.570312
Splitting cluster 26 changes total score from -137802736.000000 to -137801504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 78 members 
Entering Unmasked Estep 
Score: -17326.974609 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17326.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17424.933594 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17424.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17460.667969 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17460.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17487.335938 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -17487.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17555.552734 Penalty: 2495.097168
	Iteration 4Q: 3 clusters Score -17555.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17616.009766 Penalty: 2495.097168
	Iteration 5Q: 3 clusters Score -17616.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17626.109375 Penalty: 2495.097168
	Iteration 6Q: 3 clusters Score -17626.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17626.109375 Penalty: 2495.097168
	Iteration 7F: 3 clusters Score -17626.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -901425.875000 Penalty: 2159.291748
	Iteration 0F: 2 clusters Score -901425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -896272.937500 Penalty: 4318.583496
	Iteration 0F: 3 clusters Score -896272.9 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -897514.812500 Penalty: 4318.583496
	Iteration 1F: 3 clusters Score -897514.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -897783.000000 Penalty: 4318.583496
	Iteration 2F: 3 clusters Score -897783 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -897958.562500 Penalty: 4318.583496
	Iteration 3F: 3 clusters Score -897958.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -898072.937500 Penalty: 4318.583496
	Iteration 4Q: 3 clusters Score -898072.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -898174.500000 Penalty: 4318.583496
	Iteration 5Q: 3 clusters Score -898174.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -898248.625000 Penalty: 4318.583496
	Iteration 6Q: 3 clusters Score -898248.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -898319.375000 Penalty: 4318.583496
	Iteration 7Q: 3 clusters Score -898319.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -898380.875000 Penalty: 4318.583496
	Iteration 8Q: 3 clusters Score -898380.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -898436.062500 Penalty: 4318.583496
	Iteration 9Q: 3 clusters Score -898436.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -898495.687500 Penalty: 4318.583496
	Iteration 10Q: 3 clusters Score -898495.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -898549.750000 Penalty: 4318.583496
	Iteration 11Q: 3 clusters Score -898549.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -898597.437500 Penalty: 4318.583496
	Iteration 12Q: 3 clusters Score -898597.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -898649.500000 Penalty: 4318.583496
	Iteration 13Q: 3 clusters Score -898649.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -898695.812500 Penalty: 4318.583496
	Iteration 14Q: 3 clusters Score -898695.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -898739.125000 Penalty: 4318.583496
	Iteration 15Q: 3 clusters Score -898739.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -898780.187500 Penalty: 4318.583496
	Iteration 16Q: 3 clusters Score -898780.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -898818.562500 Penalty: 4318.583496
	Iteration 17Q: 3 clusters Score -898818.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -898843.750000 Penalty: 4318.583496
	Iteration 18Q: 3 clusters Score -898843.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -898871.125000 Penalty: 4318.583496
	Iteration 19Q: 3 clusters Score -898871.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -898899.500000 Penalty: 4318.583496
	Iteration 20F: 3 clusters Score -898899.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -898925.250000 Penalty: 4318.583496
	Iteration 21Q: 3 clusters Score -898925.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -898942.812500 Penalty: 4318.583496
	Iteration 22Q: 3 clusters Score -898942.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -898957.062500 Penalty: 4318.583496
	Iteration 23Q: 3 clusters Score -898957.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -898966.625000 Penalty: 4318.583496
	Iteration 24Q: 3 clusters Score -898966.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -898978.750000 Penalty: 4318.583496
	Iteration 25Q: 3 clusters Score -898978.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -898988.562500 Penalty: 4318.583496
	Iteration 26Q: 3 clusters Score -898988.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -899000.375000 Penalty: 4318.583496
	Iteration 27Q: 3 clusters Score -899000.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -899010.000000 Penalty: 4318.583496
	Iteration 28Q: 3 clusters Score -899010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -899019.750000 Penalty: 4318.583496
	Iteration 29Q: 3 clusters Score -899019.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -899027.812500 Penalty: 4318.583496
	Iteration 30Q: 3 clusters Score -899027.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -899033.312500 Penalty: 4318.583496
	Iteration 31Q: 3 clusters Score -899033.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -899039.625000 Penalty: 4318.583496
	Iteration 32Q: 3 clusters Score -899039.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -899048.812500 Penalty: 4318.583496
	Iteration 33Q: 3 clusters Score -899048.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -899057.812500 Penalty: 4318.583496
	Iteration 34Q: 3 clusters Score -899057.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -899065.375000 Penalty: 4318.583496
	Iteration 35Q: 3 clusters Score -899065.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -899072.125000 Penalty: 4318.583496
	Iteration 36Q: 3 clusters Score -899072.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -899078.375000 Penalty: 4318.583496
	Iteration 37Q: 3 clusters Score -899078.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -899090.250000 Penalty: 4318.583496
	Iteration 38Q: 3 clusters Score -899090.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -899100.062500 Penalty: 4318.583496
	Iteration 39Q: 3 clusters Score -899100.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -899111.687500 Penalty: 4318.583496
	Iteration 40F: 3 clusters Score -899111.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -899118.562500 Penalty: 4318.583496
	Iteration 41Q: 3 clusters Score -899118.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -899126.562500 Penalty: 4318.583496
	Iteration 42Q: 3 clusters Score -899126.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -899129.812500 Penalty: 4318.583496
	Iteration 43Q: 3 clusters Score -899129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -899140.750000 Penalty: 4318.583496
	Iteration 44Q: 3 clusters Score -899140.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -899148.812500 Penalty: 4318.583496
	Iteration 45Q: 3 clusters Score -899148.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -899151.625000 Penalty: 4318.583496
	Iteration 46Q: 3 clusters Score -899151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -899156.562500 Penalty: 4318.583496
	Iteration 47Q: 3 clusters Score -899156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -899159.250000 Penalty: 4318.583496
	Iteration 48Q: 3 clusters Score -899159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -899165.500000 Penalty: 4318.583496
	Iteration 49Q: 3 clusters Score -899165.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -899171.187500 Penalty: 4318.583496
	Iteration 50Q: 3 clusters Score -899171.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -899177.812500 Penalty: 4318.583496
	Iteration 51Q: 3 clusters Score -899177.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -899185.500000 Penalty: 4318.583496
	Iteration 52Q: 3 clusters Score -899185.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -899190.812500 Penalty: 4318.583496
	Iteration 53Q: 3 clusters Score -899190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -899193.875000 Penalty: 4318.583496
	Iteration 54Q: 3 clusters Score -899193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -899195.750000 Penalty: 4318.583496
	Iteration 55Q: 3 clusters Score -899195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -899197.375000 Penalty: 4318.583496
	Iteration 56Q: 3 clusters Score -899197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -899198.000000 Penalty: 4318.583496
	Iteration 57Q: 3 clusters Score -899198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -899199.437500 Penalty: 4318.583496
	Iteration 58Q: 3 clusters Score -899199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -899198.750000 Penalty: 4318.583496
	Iteration 59Q: 3 clusters Score -899198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -899199.750000 Penalty: 4318.583496
	Iteration 60F: 3 clusters Score -899199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -899200.000000 Penalty: 4318.583496
	Iteration 61Q: 3 clusters Score -899200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -899201.062500 Penalty: 4318.583496
	Iteration 62Q: 3 clusters Score -899201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -899201.750000 Penalty: 4318.583496
	Iteration 63Q: 3 clusters Score -899201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -899201.187500 Penalty: 4318.583496
	Iteration 64Q: 3 clusters Score -899201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -899202.500000 Penalty: 4318.583496
	Iteration 65Q: 3 clusters Score -899202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -899203.312500 Penalty: 4318.583496
	Iteration 66Q: 3 clusters Score -899203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -899203.562500 Penalty: 4318.583496
	Iteration 67Q: 3 clusters Score -899203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -899205.875000 Penalty: 4318.583496
	Iteration 68Q: 3 clusters Score -899205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -899203.625000 Penalty: 4318.583496
	Iteration 69Q: 3 clusters Score -899203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -899203.625000 Penalty: 4318.583496
	Iteration 70F: 3 clusters Score -899203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31415 members 
Mstep: Class 5 contains 101779 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38670 members 
Mstep: Class 10 contains 115027 members 
Mstep: Class 11 contains 103932 members 
Mstep: Class 12 contains 67304 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19226 members 
Mstep: Class 17 contains 94157 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61738 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45741 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 95326.062500
Iteration 399Q: 29 clusters Score -1.378028e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31481 members 
Mstep: Class 5 contains 101746 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68246 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38681 members 
Mstep: Class 10 contains 115002 members 
Mstep: Class 11 contains 103921 members 
Mstep: Class 12 contains 67298 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 94153 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 19 contains 53499 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61709 members 
Mstep: Class 22 contains 22053 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45769 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803152.000000 Penalty: 95326.062500
Iteration 400F: 29 clusters Score -1.378032e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31529 members 
Mstep: Class 5 contains 101715 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68241 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38686 members 
Mstep: Class 10 contains 114982 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 67298 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 94136 members 
Mstep: Class 18 contains 47508 members 
Mstep: Class 19 contains 53515 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61677 members 
Mstep: Class 22 contains 22056 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45795 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803376.000000 Penalty: 95326.062500
Iteration 401Q: 29 clusters Score -1.378034e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31580 members 
Mstep: Class 5 contains 101692 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68237 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38692 members 
Mstep: Class 10 contains 114976 members 
Mstep: Class 11 contains 103923 members 
Mstep: Class 12 contains 67302 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19215 members 
Mstep: Class 17 contains 94106 members 
Mstep: Class 18 contains 47509 members 
Mstep: Class 19 contains 53528 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61643 members 
Mstep: Class 22 contains 22062 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45821 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803344.000000 Penalty: 95326.062500
Iteration 402Q: 29 clusters Score -1.378033e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31621 members 
Mstep: Class 5 contains 101672 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68240 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38700 members 
Mstep: Class 10 contains 114970 members 
Mstep: Class 11 contains 103920 members 
Mstep: Class 12 contains 67308 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19210 members 
Mstep: Class 17 contains 94089 members 
Mstep: Class 18 contains 47507 members 
Mstep: Class 19 contains 53538 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61607 members 
Mstep: Class 22 contains 22059 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45843 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803392.000000 Penalty: 95326.062500
Iteration 403Q: 29 clusters Score -1.378034e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31670 members 
Mstep: Class 5 contains 101662 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68245 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38713 members 
Mstep: Class 10 contains 114971 members 
Mstep: Class 11 contains 103918 members 
Mstep: Class 12 contains 67302 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 94077 members 
Mstep: Class 18 contains 47510 members 
Mstep: Class 19 contains 53547 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61549 members 
Mstep: Class 22 contains 22056 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45857 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803280.000000 Penalty: 95326.062500
Iteration 404Q: 29 clusters Score -1.378033e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31713 members 
Mstep: Class 5 contains 101655 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68246 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38728 members 
Mstep: Class 10 contains 114980 members 
Mstep: Class 11 contains 103912 members 
Mstep: Class 12 contains 67293 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19201 members 
Mstep: Class 17 contains 94062 members 
Mstep: Class 18 contains 47515 members 
Mstep: Class 19 contains 53554 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61486 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45878 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803296.000000 Penalty: 95326.062500
Iteration 405Q: 29 clusters Score -1.378033e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31754 members 
Mstep: Class 5 contains 101656 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68245 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38735 members 
Mstep: Class 10 contains 114981 members 
Mstep: Class 11 contains 103898 members 
Mstep: Class 12 contains 67276 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19199 members 
Mstep: Class 17 contains 94054 members 
Mstep: Class 18 contains 47518 members 
Mstep: Class 19 contains 53566 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61438 members 
Mstep: Class 22 contains 22058 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45904 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803312.000000 Penalty: 95326.062500
Iteration 406Q: 29 clusters Score -1.378033e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 101642 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68237 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38743 members 
Mstep: Class 10 contains 114982 members 
Mstep: Class 11 contains 103882 members 
Mstep: Class 12 contains 67267 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19201 members 
Mstep: Class 17 contains 94055 members 
Mstep: Class 18 contains 47523 members 
Mstep: Class 19 contains 53581 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61389 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45923 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803264.000000 Penalty: 95326.062500
Iteration 407Q: 29 clusters Score -1.378033e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 31844 members 
Mstep: Class 5 contains 101635 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68229 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38745 members 
Mstep: Class 10 contains 114984 members 
Mstep: Class 11 contains 103871 members 
Mstep: Class 12 contains 67272 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19202 members 
Mstep: Class 17 contains 94047 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 53593 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61336 members 
Mstep: Class 22 contains 22050 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45947 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803360.000000 Penalty: 95326.062500
Iteration 408Q: 29 clusters Score -1.378034e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 31890 members 
Mstep: Class 5 contains 101622 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68236 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38750 members 
Mstep: Class 10 contains 115011 members 
Mstep: Class 11 contains 103841 members 
Mstep: Class 12 contains 67274 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19203 members 
Mstep: Class 17 contains 94027 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 53605 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61284 members 
Mstep: Class 22 contains 22049 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45965 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 95326.062500
Iteration 409Q: 29 clusters Score -1.37803e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31942 members 
Mstep: Class 5 contains 101609 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68232 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38748 members 
Mstep: Class 10 contains 115026 members 
Mstep: Class 11 contains 103822 members 
Mstep: Class 12 contains 67275 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19205 members 
Mstep: Class 17 contains 93997 members 
Mstep: Class 18 contains 47530 members 
Mstep: Class 19 contains 53615 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61250 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45982 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803104.000000 Penalty: 95326.062500
Iteration 410Q: 29 clusters Score -1.378031e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 31986 members 
Mstep: Class 5 contains 101611 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68235 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38750 members 
Mstep: Class 10 contains 115023 members 
Mstep: Class 11 contains 103809 members 
Mstep: Class 12 contains 67287 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19207 members 
Mstep: Class 17 contains 93965 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 53620 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61218 members 
Mstep: Class 22 contains 22051 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 45990 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803136.000000 Penalty: 95326.062500
Iteration 411Q: 29 clusters Score -1.378031e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 32024 members 
Mstep: Class 5 contains 101613 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68237 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38757 members 
Mstep: Class 10 contains 115019 members 
Mstep: Class 11 contains 103793 members 
Mstep: Class 12 contains 67295 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19208 members 
Mstep: Class 17 contains 93944 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 53628 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61180 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46002 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803232.000000 Penalty: 95326.062500
Iteration 412Q: 29 clusters Score -1.378032e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 32066 members 
Mstep: Class 5 contains 101609 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68247 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 115010 members 
Mstep: Class 11 contains 103760 members 
Mstep: Class 12 contains 67305 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19209 members 
Mstep: Class 17 contains 93932 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 53640 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61142 members 
Mstep: Class 22 contains 22059 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46012 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803280.000000 Penalty: 95326.062500
Iteration 413Q: 29 clusters Score -1.378033e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 32098 members 
Mstep: Class 5 contains 101604 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38765 members 
Mstep: Class 10 contains 115007 members 
Mstep: Class 11 contains 103740 members 
Mstep: Class 12 contains 67311 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19210 members 
Mstep: Class 17 contains 93923 members 
Mstep: Class 18 contains 47537 members 
Mstep: Class 19 contains 53644 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61118 members 
Mstep: Class 22 contains 22061 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46018 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803184.000000 Penalty: 95326.062500
Iteration 414Q: 29 clusters Score -1.378032e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32117 members 
Mstep: Class 5 contains 101601 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68254 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38771 members 
Mstep: Class 10 contains 115004 members 
Mstep: Class 11 contains 103724 members 
Mstep: Class 12 contains 67328 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19209 members 
Mstep: Class 17 contains 93911 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 53651 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61089 members 
Mstep: Class 22 contains 22063 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46028 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803264.000000 Penalty: 95326.062500
Iteration 415Q: 29 clusters Score -1.378033e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32148 members 
Mstep: Class 5 contains 101595 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38772 members 
Mstep: Class 10 contains 115012 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 67335 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 93889 members 
Mstep: Class 18 contains 47537 members 
Mstep: Class 19 contains 53657 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61050 members 
Mstep: Class 22 contains 22065 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46040 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803216.000000 Penalty: 95326.062500
Iteration 416Q: 29 clusters Score -1.378032e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32177 members 
Mstep: Class 5 contains 101599 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68254 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38778 members 
Mstep: Class 10 contains 115014 members 
Mstep: Class 11 contains 103706 members 
Mstep: Class 12 contains 67345 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 93863 members 
Mstep: Class 18 contains 47540 members 
Mstep: Class 19 contains 53662 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 61019 members 
Mstep: Class 22 contains 22064 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46055 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803392.000000 Penalty: 95326.062500
Iteration 417Q: 29 clusters Score -1.378034e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32207 members 
Mstep: Class 5 contains 101605 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68258 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38785 members 
Mstep: Class 10 contains 115013 members 
Mstep: Class 11 contains 103685 members 
Mstep: Class 12 contains 67354 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19212 members 
Mstep: Class 17 contains 93852 members 
Mstep: Class 18 contains 47539 members 
Mstep: Class 19 contains 53662 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60990 members 
Mstep: Class 22 contains 22065 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46063 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803392.000000 Penalty: 95326.062500
Iteration 418Q: 29 clusters Score -1.378034e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 101607 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38789 members 
Mstep: Class 10 contains 115016 members 
Mstep: Class 11 contains 103664 members 
Mstep: Class 12 contains 67356 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 93837 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 53664 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60980 members 
Mstep: Class 22 contains 22068 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46071 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803456.000000 Penalty: 95326.062500
Iteration 419Q: 29 clusters Score -1.378035e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32240 members 
Mstep: Class 5 contains 101614 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38789 members 
Mstep: Class 10 contains 115013 members 
Mstep: Class 11 contains 103641 members 
Mstep: Class 12 contains 67356 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19212 members 
Mstep: Class 17 contains 93830 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 53671 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60974 members 
Mstep: Class 22 contains 22072 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46074 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803488.000000 Penalty: 95326.062500
Iteration 420F: 29 clusters Score -1.378035e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32260 members 
Mstep: Class 5 contains 101608 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68265 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38791 members 
Mstep: Class 10 contains 115007 members 
Mstep: Class 11 contains 103636 members 
Mstep: Class 12 contains 67359 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19213 members 
Mstep: Class 17 contains 93823 members 
Mstep: Class 18 contains 47544 members 
Mstep: Class 19 contains 53674 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60966 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46070 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803488.000000 Penalty: 95326.062500
Iteration 421Q: 29 clusters Score -1.378035e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32288 members 
Mstep: Class 5 contains 101603 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68268 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38791 members 
Mstep: Class 10 contains 115002 members 
Mstep: Class 11 contains 103617 members 
Mstep: Class 12 contains 67361 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93819 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 53681 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60955 members 
Mstep: Class 22 contains 22075 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46072 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803504.000000 Penalty: 95326.062500
Iteration 422Q: 29 clusters Score -1.378035e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32312 members 
Mstep: Class 5 contains 101609 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68271 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38791 members 
Mstep: Class 10 contains 114997 members 
Mstep: Class 11 contains 103609 members 
Mstep: Class 12 contains 67360 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93804 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53685 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60941 members 
Mstep: Class 22 contains 22078 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46073 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803440.000000 Penalty: 95326.062500
Iteration 423Q: 29 clusters Score -1.378034e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32327 members 
Mstep: Class 5 contains 101601 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68272 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38797 members 
Mstep: Class 10 contains 114984 members 
Mstep: Class 11 contains 103625 members 
Mstep: Class 12 contains 67366 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93791 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53690 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60925 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46072 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803536.000000 Penalty: 95326.062500
Iteration 424Q: 29 clusters Score -1.378035e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32353 members 
Mstep: Class 5 contains 101595 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68274 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38803 members 
Mstep: Class 10 contains 114984 members 
Mstep: Class 11 contains 103620 members 
Mstep: Class 12 contains 67367 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93774 members 
Mstep: Class 18 contains 47547 members 
Mstep: Class 19 contains 53696 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60907 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46074 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 425Q: 29 clusters Score -1.378036e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32382 members 
Mstep: Class 5 contains 101579 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68271 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38805 members 
Mstep: Class 10 contains 114982 members 
Mstep: Class 11 contains 103623 members 
Mstep: Class 12 contains 67369 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19213 members 
Mstep: Class 17 contains 93771 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 53701 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60882 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803616.000000 Penalty: 95326.062500
Iteration 426Q: 29 clusters Score -1.378036e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32401 members 
Mstep: Class 5 contains 101568 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68275 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114969 members 
Mstep: Class 11 contains 103628 members 
Mstep: Class 12 contains 67366 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93785 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53701 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60864 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46087 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 427Q: 29 clusters Score -1.378036e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32411 members 
Mstep: Class 5 contains 101569 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68275 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114964 members 
Mstep: Class 11 contains 103619 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19214 members 
Mstep: Class 17 contains 93797 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 53705 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60847 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46093 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 428Q: 29 clusters Score -1.378036e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32426 members 
Mstep: Class 5 contains 101567 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68270 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38800 members 
Mstep: Class 10 contains 114963 members 
Mstep: Class 11 contains 103616 members 
Mstep: Class 12 contains 67366 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19215 members 
Mstep: Class 17 contains 93805 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 53704 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60828 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46099 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803504.000000 Penalty: 95326.062500
Iteration 429Q: 29 clusters Score -1.378035e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32445 members 
Mstep: Class 5 contains 101566 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68268 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114958 members 
Mstep: Class 11 contains 103614 members 
Mstep: Class 12 contains 67371 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19215 members 
Mstep: Class 17 contains 93804 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 53705 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60818 members 
Mstep: Class 22 contains 22078 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46097 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803520.000000 Penalty: 95326.062500
Iteration 430Q: 29 clusters Score -1.378035e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32457 members 
Mstep: Class 5 contains 101563 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38800 members 
Mstep: Class 10 contains 114951 members 
Mstep: Class 11 contains 103613 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19216 members 
Mstep: Class 17 contains 93806 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53705 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60813 members 
Mstep: Class 22 contains 22077 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46101 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803472.000000 Penalty: 95326.062500
Iteration 431Q: 29 clusters Score -1.378035e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32470 members 
Mstep: Class 5 contains 101557 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114937 members 
Mstep: Class 11 contains 103619 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 17 contains 93808 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53707 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60803 members 
Mstep: Class 22 contains 22078 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46101 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803504.000000 Penalty: 95326.062500
Iteration 432Q: 29 clusters Score -1.378035e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32480 members 
Mstep: Class 5 contains 101559 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114938 members 
Mstep: Class 11 contains 103609 members 
Mstep: Class 12 contains 67381 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 93812 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 53711 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60790 members 
Mstep: Class 22 contains 22078 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803456.000000 Penalty: 95326.062500
Iteration 433Q: 29 clusters Score -1.378035e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 32498 members 
Mstep: Class 5 contains 101557 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68260 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 114931 members 
Mstep: Class 11 contains 103605 members 
Mstep: Class 12 contains 67383 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 93812 members 
Mstep: Class 18 contains 47549 members 
Mstep: Class 19 contains 53715 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60781 members 
Mstep: Class 22 contains 22077 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46098 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803488.000000 Penalty: 95326.062500
Iteration 434Q: 29 clusters Score -1.378035e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32503 members 
Mstep: Class 5 contains 101553 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38802 members 
Mstep: Class 10 contains 114925 members 
Mstep: Class 11 contains 103603 members 
Mstep: Class 12 contains 67381 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 93815 members 
Mstep: Class 18 contains 47551 members 
Mstep: Class 19 contains 53719 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60774 members 
Mstep: Class 22 contains 22077 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803504.000000 Penalty: 95326.062500
Iteration 435Q: 29 clusters Score -1.378035e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32510 members 
Mstep: Class 5 contains 101555 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38803 members 
Mstep: Class 10 contains 114926 members 
Mstep: Class 11 contains 103588 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93825 members 
Mstep: Class 18 contains 47549 members 
Mstep: Class 19 contains 53720 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60770 members 
Mstep: Class 22 contains 22077 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803504.000000 Penalty: 95326.062500
Iteration 436Q: 29 clusters Score -1.378035e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32519 members 
Mstep: Class 5 contains 101553 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38805 members 
Mstep: Class 10 contains 114928 members 
Mstep: Class 11 contains 103582 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93821 members 
Mstep: Class 18 contains 47549 members 
Mstep: Class 19 contains 53720 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60765 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803552.000000 Penalty: 95326.062500
Iteration 437Q: 29 clusters Score -1.378036e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32533 members 
Mstep: Class 5 contains 101550 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38805 members 
Mstep: Class 10 contains 114931 members 
Mstep: Class 11 contains 103562 members 
Mstep: Class 12 contains 67383 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93822 members 
Mstep: Class 18 contains 47549 members 
Mstep: Class 19 contains 53722 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60762 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803520.000000 Penalty: 95326.062500
Iteration 438Q: 29 clusters Score -1.378035e+08 nChanged 72
Entering ConstructFrom: 
Score: -137803520.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -1442493.875000 Penalty: 2285.154541
	Iteration 0F: 2 clusters Score -1442494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1434813.125000 Penalty: 4570.309082
	Iteration 0F: 3 clusters Score -1434813 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1437075.750000 Penalty: 4570.309082
	Iteration 1F: 3 clusters Score -1437076 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1437447.375000 Penalty: 4570.309082
	Iteration 2F: 3 clusters Score -1437447 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1437772.250000 Penalty: 4570.309082
	Iteration 3F: 3 clusters Score -1437772 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1438051.375000 Penalty: 4570.309082
	Iteration 4F: 3 clusters Score -1438051 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1438308.750000 Penalty: 4570.309082
	Iteration 5Q: 3 clusters Score -1438309 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1438534.375000 Penalty: 4570.309082
	Iteration 6Q: 3 clusters Score -1438534 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1438708.375000 Penalty: 4570.309082
	Iteration 7Q: 3 clusters Score -1438708 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1438856.375000 Penalty: 4570.309082
	Iteration 8Q: 3 clusters Score -1438856 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1438978.250000 Penalty: 4570.309082
	Iteration 9Q: 3 clusters Score -1438978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1439077.125000 Penalty: 4570.309082
	Iteration 10Q: 3 clusters Score -1439077 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1439172.875000 Penalty: 4570.309082
	Iteration 11Q: 3 clusters Score -1439173 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1439257.500000 Penalty: 4570.309082
	Iteration 12Q: 3 clusters Score -1439258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1439345.125000 Penalty: 4570.309082
	Iteration 13Q: 3 clusters Score -1439345 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1439425.125000 Penalty: 4570.309082
	Iteration 14Q: 3 clusters Score -1439425 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1439493.000000 Penalty: 4570.309082
	Iteration 15Q: 3 clusters Score -1439493 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1439549.250000 Penalty: 4570.309082
	Iteration 16Q: 3 clusters Score -1439549 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1439596.750000 Penalty: 4570.309082
	Iteration 17Q: 3 clusters Score -1439597 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1439667.375000 Penalty: 4570.309082
	Iteration 18Q: 3 clusters Score -1439667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1439742.625000 Penalty: 4570.309082
	Iteration 19Q: 3 clusters Score -1439743 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1439829.750000 Penalty: 4570.309082
	Iteration 20F: 3 clusters Score -1439830 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1439915.750000 Penalty: 4570.309082
	Iteration 21Q: 3 clusters Score -1439916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1440008.375000 Penalty: 4570.309082
	Iteration 22Q: 3 clusters Score -1440008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1440112.375000 Penalty: 4570.309082
	Iteration 23Q: 3 clusters Score -1440112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1440204.250000 Penalty: 4570.309082
	Iteration 24Q: 3 clusters Score -1440204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1440284.000000 Penalty: 4570.309082
	Iteration 25Q: 3 clusters Score -1440284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1440350.500000 Penalty: 4570.309082
	Iteration 26Q: 3 clusters Score -1440350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1440388.000000 Penalty: 4570.309082
	Iteration 27Q: 3 clusters Score -1440388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1440419.875000 Penalty: 4570.309082
	Iteration 28Q: 3 clusters Score -1440420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1440440.375000 Penalty: 4570.309082
	Iteration 29Q: 3 clusters Score -1440440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1440461.625000 Penalty: 4570.309082
	Iteration 30Q: 3 clusters Score -1440462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1440479.500000 Penalty: 4570.309082
	Iteration 31Q: 3 clusters Score -1440480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1440492.625000 Penalty: 4570.309082
	Iteration 32Q: 3 clusters Score -1440493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1440500.250000 Penalty: 4570.309082
	Iteration 33Q: 3 clusters Score -1440500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1440507.875000 Penalty: 4570.309082
	Iteration 34Q: 3 clusters Score -1440508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1440511.125000 Penalty: 4570.309082
	Iteration 35Q: 3 clusters Score -1440511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1440512.500000 Penalty: 4570.309082
	Iteration 36Q: 3 clusters Score -1440512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1440516.125000 Penalty: 4570.309082
	Iteration 37Q: 3 clusters Score -1440516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1440514.250000 Penalty: 4570.309082
	Iteration 38Q: 3 clusters Score -1440514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1440515.250000 Penalty: 4570.309082
	Iteration 39Q: 3 clusters Score -1440515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1440515.750000 Penalty: 4570.309082
	Iteration 40F: 3 clusters Score -1440516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -781724.625000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -781724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -777062.625000 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -777062.6 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -778237.562500 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -778237.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -778513.687500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -778513.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -778741.562500 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -778741.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -779006.062500 Penalty: 4257.158691
	Iteration 4F: 3 clusters Score -779006.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -779322.500000 Penalty: 4257.158691
	Iteration 5F: 3 clusters Score -779322.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -779790.875000 Penalty: 4257.158691
	Iteration 6F: 3 clusters Score -779790.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -780314.750000 Penalty: 4257.158691
	Iteration 7F: 3 clusters Score -780314.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -780676.625000 Penalty: 4257.158691
	Iteration 8F: 3 clusters Score -780676.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -780891.062500 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -780891.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -781031.750000 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -781031.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -781088.437500 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -781088.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -781118.562500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -781118.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -781133.125000 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -781133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -781141.687500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -781141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -781146.125000 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -781146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -781149.000000 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -781149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -781150.000000 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -781150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -781150.000000 Penalty: 4257.158691
	Iteration 18F: 3 clusters Score -781150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -1582580.875000 Penalty: 2314.386475
	Iteration 0F: 2 clusters Score -1582581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1574097.625000 Penalty: 4628.772949
	Iteration 0F: 3 clusters Score -1574098 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1576651.750000 Penalty: 4628.772949
	Iteration 1F: 3 clusters Score -1576652 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1577031.000000 Penalty: 4628.772949
	Iteration 2F: 3 clusters Score -1577031 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1577413.625000 Penalty: 4628.772949
	Iteration 3F: 3 clusters Score -1577414 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1577757.000000 Penalty: 4628.772949
	Iteration 4F: 3 clusters Score -1577757 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1578114.875000 Penalty: 4628.772949
	Iteration 5F: 3 clusters Score -1578115 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1578442.375000 Penalty: 4628.772949
	Iteration 6Q: 3 clusters Score -1578442 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1578703.375000 Penalty: 4628.772949
	Iteration 7Q: 3 clusters Score -1578703 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1578936.375000 Penalty: 4628.772949
	Iteration 8Q: 3 clusters Score -1578936 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1579128.000000 Penalty: 4628.772949
	Iteration 9Q: 3 clusters Score -1579128 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1579284.875000 Penalty: 4628.772949
	Iteration 10Q: 3 clusters Score -1579285 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1579438.000000 Penalty: 4628.772949
	Iteration 11Q: 3 clusters Score -1579438 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1579595.375000 Penalty: 4628.772949
	Iteration 12Q: 3 clusters Score -1579595 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1579721.250000 Penalty: 4628.772949
	Iteration 13Q: 3 clusters Score -1579721 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1579820.500000 Penalty: 4628.772949
	Iteration 14Q: 3 clusters Score -1579820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1579916.250000 Penalty: 4628.772949
	Iteration 15Q: 3 clusters Score -1579916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1579994.750000 Penalty: 4628.772949
	Iteration 16Q: 3 clusters Score -1579995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1580084.000000 Penalty: 4628.772949
	Iteration 17Q: 3 clusters Score -1580084 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1580180.250000 Penalty: 4628.772949
	Iteration 18Q: 3 clusters Score -1580180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1580261.500000 Penalty: 4628.772949
	Iteration 19Q: 3 clusters Score -1580262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1580341.000000 Penalty: 4628.772949
	Iteration 20F: 3 clusters Score -1580341 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1580412.625000 Penalty: 4628.772949
	Iteration 21Q: 3 clusters Score -1580413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1580486.375000 Penalty: 4628.772949
	Iteration 22Q: 3 clusters Score -1580486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1580559.750000 Penalty: 4628.772949
	Iteration 23Q: 3 clusters Score -1580560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1580618.375000 Penalty: 4628.772949
	Iteration 24Q: 3 clusters Score -1580618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1580671.500000 Penalty: 4628.772949
	Iteration 25Q: 3 clusters Score -1580672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1580726.000000 Penalty: 4628.772949
	Iteration 26Q: 3 clusters Score -1580726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1580764.875000 Penalty: 4628.772949
	Iteration 27Q: 3 clusters Score -1580765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1580796.625000 Penalty: 4628.772949
	Iteration 28Q: 3 clusters Score -1580797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1580823.625000 Penalty: 4628.772949
	Iteration 29Q: 3 clusters Score -1580824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1580852.875000 Penalty: 4628.772949
	Iteration 30Q: 3 clusters Score -1580853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1580877.750000 Penalty: 4628.772949
	Iteration 31Q: 3 clusters Score -1580878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1580900.625000 Penalty: 4628.772949
	Iteration 32Q: 3 clusters Score -1580901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1580922.875000 Penalty: 4628.772949
	Iteration 33Q: 3 clusters Score -1580923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1580950.500000 Penalty: 4628.772949
	Iteration 34Q: 3 clusters Score -1580950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1580986.750000 Penalty: 4628.772949
	Iteration 35Q: 3 clusters Score -1580987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1581009.500000 Penalty: 4628.772949
	Iteration 36Q: 3 clusters Score -1581010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1581034.375000 Penalty: 4628.772949
	Iteration 37Q: 3 clusters Score -1581034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1581058.125000 Penalty: 4628.772949
	Iteration 38Q: 3 clusters Score -1581058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1581086.375000 Penalty: 4628.772949
	Iteration 39Q: 3 clusters Score -1581086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1581106.125000 Penalty: 4628.772949
	Iteration 40F: 3 clusters Score -1581106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1581127.125000 Penalty: 4628.772949
	Iteration 41Q: 3 clusters Score -1581127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1581140.250000 Penalty: 4628.772949
	Iteration 42Q: 3 clusters Score -1581140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1581159.000000 Penalty: 4628.772949
	Iteration 43Q: 3 clusters Score -1581159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1581172.875000 Penalty: 4628.772949
	Iteration 44Q: 3 clusters Score -1581173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1581183.375000 Penalty: 4628.772949
	Iteration 45Q: 3 clusters Score -1581183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1581188.375000 Penalty: 4628.772949
	Iteration 46Q: 3 clusters Score -1581188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1581196.125000 Penalty: 4628.772949
	Iteration 47Q: 3 clusters Score -1581196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1581204.750000 Penalty: 4628.772949
	Iteration 48Q: 3 clusters Score -1581205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1581208.125000 Penalty: 4628.772949
	Iteration 49Q: 3 clusters Score -1581208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1581211.625000 Penalty: 4628.772949
	Iteration 50Q: 3 clusters Score -1581212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1581214.750000 Penalty: 4628.772949
	Iteration 51Q: 3 clusters Score -1581215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1581215.000000 Penalty: 4628.772949
	Iteration 52Q: 3 clusters Score -1581215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1581217.250000 Penalty: 4628.772949
	Iteration 53Q: 3 clusters Score -1581217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1581222.375000 Penalty: 4628.772949
	Iteration 54Q: 3 clusters Score -1581222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1581231.625000 Penalty: 4628.772949
	Iteration 55Q: 3 clusters Score -1581232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1581233.750000 Penalty: 4628.772949
	Iteration 56Q: 3 clusters Score -1581234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1581237.875000 Penalty: 4628.772949
	Iteration 57Q: 3 clusters Score -1581238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1581244.000000 Penalty: 4628.772949
	Iteration 58Q: 3 clusters Score -1581244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1581251.375000 Penalty: 4628.772949
	Iteration 59Q: 3 clusters Score -1581251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1581272.500000 Penalty: 4628.772949
	Iteration 60F: 3 clusters Score -1581272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1581294.375000 Penalty: 4628.772949
	Iteration 61Q: 3 clusters Score -1581294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1581313.625000 Penalty: 4628.772949
	Iteration 62Q: 3 clusters Score -1581314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1581329.000000 Penalty: 4628.772949
	Iteration 63Q: 3 clusters Score -1581329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1581350.875000 Penalty: 4628.772949
	Iteration 64Q: 3 clusters Score -1581351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1581379.000000 Penalty: 4628.772949
	Iteration 65Q: 3 clusters Score -1581379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1581398.875000 Penalty: 4628.772949
	Iteration 66Q: 3 clusters Score -1581399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1581413.375000 Penalty: 4628.772949
	Iteration 67Q: 3 clusters Score -1581413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1581431.375000 Penalty: 4628.772949
	Iteration 68Q: 3 clusters Score -1581431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1581438.250000 Penalty: 4628.772949
	Iteration 69Q: 3 clusters Score -1581438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1581445.000000 Penalty: 4628.772949
	Iteration 70Q: 3 clusters Score -1581445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1581445.375000 Penalty: 4628.772949
	Iteration 71Q: 3 clusters Score -1581445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1581447.250000 Penalty: 4628.772949
	Iteration 72Q: 3 clusters Score -1581447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1581447.875000 Penalty: 4628.772949
	Iteration 73Q: 3 clusters Score -1581448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1581447.875000 Penalty: 4628.772949
	Iteration 74F: 3 clusters Score -1581448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Entering Unmasked Estep 
Score: -5039393.000000 Penalty: 2576.783447
	Iteration 0F: 2 clusters Score -5039393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -5017117.000000 Penalty: 5153.566895
	Iteration 0F: 3 clusters Score -5017117 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5025202.500000 Penalty: 5153.566895
	Iteration 1F: 3 clusters Score -5025202 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5025753.000000 Penalty: 5153.566895
	Iteration 2Q: 3 clusters Score -5025753 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5026356.000000 Penalty: 5153.566895
	Iteration 3Q: 3 clusters Score -5026356 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -5027125.000000 Penalty: 5153.566895
	Iteration 4Q: 3 clusters Score -5027125 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -5028194.500000 Penalty: 5153.566895
	Iteration 5F: 3 clusters Score -5028194 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5029653.500000 Penalty: 5153.566895
	Iteration 6F: 3 clusters Score -5029654 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5031484.000000 Penalty: 5153.566895
	Iteration 7F: 3 clusters Score -5031484 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5033411.500000 Penalty: 5153.566895
	Iteration 8F: 3 clusters Score -5033412 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5034928.000000 Penalty: 5153.566895
	Iteration 9F: 3 clusters Score -5034928 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5035889.000000 Penalty: 5153.566895
	Iteration 10Q: 3 clusters Score -5035889 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5036430.500000 Penalty: 5153.566895
	Iteration 11Q: 3 clusters Score -5036430 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5036709.500000 Penalty: 5153.566895
	Iteration 12Q: 3 clusters Score -5036710 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5036887.500000 Penalty: 5153.566895
	Iteration 13Q: 3 clusters Score -5036888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5037007.000000 Penalty: 5153.566895
	Iteration 14Q: 3 clusters Score -5037007 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5037072.000000 Penalty: 5153.566895
	Iteration 15Q: 3 clusters Score -5037072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5037118.000000 Penalty: 5153.566895
	Iteration 16Q: 3 clusters Score -5037118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5037152.500000 Penalty: 5153.566895
	Iteration 17Q: 3 clusters Score -5037152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5037174.500000 Penalty: 5153.566895
	Iteration 18Q: 3 clusters Score -5037174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5037189.500000 Penalty: 5153.566895
	Iteration 19Q: 3 clusters Score -5037190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5037198.000000 Penalty: 5153.566895
	Iteration 20F: 3 clusters Score -5037198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5037211.000000 Penalty: 5153.566895
	Iteration 21Q: 3 clusters Score -5037211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5037225.000000 Penalty: 5153.566895
	Iteration 22Q: 3 clusters Score -5037225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5037229.000000 Penalty: 5153.566895
	Iteration 23Q: 3 clusters Score -5037229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5037237.500000 Penalty: 5153.566895
	Iteration 24Q: 3 clusters Score -5037238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5037232.000000 Penalty: 5153.566895
	Iteration 25Q: 3 clusters Score -5037232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5037245.000000 Penalty: 5153.566895
	Iteration 26Q: 3 clusters Score -5037245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5037243.000000 Penalty: 5153.566895
	Iteration 27Q: 3 clusters Score -5037243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5037246.000000 Penalty: 5153.566895
	Iteration 28Q: 3 clusters Score -5037246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5037246.000000 Penalty: 5153.566895
	Iteration 29F: 3 clusters Score -5037246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Entering Unmasked Estep 
Score: -15637401.000000 Penalty: 2859.007812
	Iteration 0F: 2 clusters Score -1.56374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -15573679.000000 Penalty: 5718.015625
	Iteration 0F: 3 clusters Score -1.557368e+07 nChanged 48142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -15602080.000000 Penalty: 5718.015625
	Iteration 1F: 3 clusters Score -1.560208e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -15603665.000000 Penalty: 5718.015625
	Iteration 2Q: 3 clusters Score -1.560366e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -15605811.000000 Penalty: 5718.015625
	Iteration 3F: 3 clusters Score -1.560581e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -15608816.000000 Penalty: 5718.015625
	Iteration 4F: 3 clusters Score -1.560882e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -15613454.000000 Penalty: 5718.015625
	Iteration 5F: 3 clusters Score -1.561345e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -15619119.000000 Penalty: 5718.015625
	Iteration 6F: 3 clusters Score -1.561912e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -15625702.000000 Penalty: 5718.015625
	Iteration 7F: 3 clusters Score -1.56257e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -15631332.000000 Penalty: 5718.015625
	Iteration 8F: 3 clusters Score -1.563133e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -15633776.000000 Penalty: 5718.015625
	Iteration 9Q: 3 clusters Score -1.563378e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -15634908.000000 Penalty: 5718.015625
	Iteration 10Q: 3 clusters Score -1.563491e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -15635401.000000 Penalty: 5718.015625
	Iteration 11Q: 3 clusters Score -1.56354e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -15635560.000000 Penalty: 5718.015625
	Iteration 12Q: 3 clusters Score -1.563556e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -15635627.000000 Penalty: 5718.015625
	Iteration 13Q: 3 clusters Score -1.563563e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -15635674.000000 Penalty: 5718.015625
	Iteration 14Q: 3 clusters Score -1.563567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -15635733.000000 Penalty: 5718.015625
	Iteration 15Q: 3 clusters Score -1.563573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -15635775.000000 Penalty: 5718.015625
	Iteration 16Q: 3 clusters Score -1.563578e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -15635794.000000 Penalty: 5718.015625
	Iteration 17Q: 3 clusters Score -1.563579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -15635814.000000 Penalty: 5718.015625
	Iteration 18Q: 3 clusters Score -1.563581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -15635861.000000 Penalty: 5718.015625
	Iteration 19Q: 3 clusters Score -1.563586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -15635872.000000 Penalty: 5718.015625
	Iteration 20F: 3 clusters Score -1.563587e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -15635918.000000 Penalty: 5718.015625
	Iteration 21Q: 3 clusters Score -1.563592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -15635928.000000 Penalty: 5718.015625
	Iteration 22Q: 3 clusters Score -1.563593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -15635928.000000 Penalty: 5718.015625
	Iteration 23Q: 3 clusters Score -1.563593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -15635942.000000 Penalty: 5718.015625
	Iteration 24Q: 3 clusters Score -1.563594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -15635934.000000 Penalty: 5718.015625
	Iteration 25Q: 3 clusters Score -1.563593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -15635940.000000 Penalty: 5718.015625
	Iteration 26Q: 3 clusters Score -1.563594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -15635945.000000 Penalty: 5718.015625
	Iteration 27Q: 3 clusters Score -1.563594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -15635945.000000 Penalty: 5718.015625
	Iteration 28F: 3 clusters Score -1.563594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160790.000000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160790 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -161354.031250 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161766.812500 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -161766.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -162144.500000 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162144.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162542.359375 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -162542.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162889.890625 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -162889.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163122.593750 Penalty: 3514.606934
	Iteration 6F: 3 clusters Score -163122.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163214.234375 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -163290.578125 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -163290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163542.921875 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -163542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163858.656250 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -163858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163873.953125 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -163874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163875.796875 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -163875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163875.796875 Penalty: 3514.606934
	Iteration 13F: 3 clusters Score -163875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32541 members 
Mstep: Class 5 contains 101545 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38807 members 
Mstep: Class 10 contains 114933 members 
Mstep: Class 11 contains 103549 members 
Mstep: Class 12 contains 67390 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93825 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60752 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46102 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 586 members 
Entering Unmasked Estep 
Score: -137802944.000000 Penalty: 98730.570312
Splitting cluster 6 changes total score from -137803520.000000 to -137802944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Entering Unmasked Estep 
Score: -10650936.000000 Penalty: 2760.518555
	Iteration 0F: 2 clusters Score -1.065094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -10605231.000000 Penalty: 5521.037109
	Iteration 0F: 3 clusters Score -1.060523e+07 nChanged 31953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -10623156.000000 Penalty: 5521.037109
	Iteration 1F: 3 clusters Score -1.062316e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -10623937.000000 Penalty: 5521.037109
	Iteration 2Q: 3 clusters Score -1.062394e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -10625064.000000 Penalty: 5521.037109
	Iteration 3Q: 3 clusters Score -1.062506e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10626651.000000 Penalty: 5521.037109
	Iteration 4Q: 3 clusters Score -1.062665e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -10629350.000000 Penalty: 5521.037109
	Iteration 5F: 3 clusters Score -1.062935e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -10633575.000000 Penalty: 5521.037109
	Iteration 6F: 3 clusters Score -1.063358e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -10638630.000000 Penalty: 5521.037109
	Iteration 7F: 3 clusters Score -1.063863e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -10643048.000000 Penalty: 5521.037109
	Iteration 8F: 3 clusters Score -1.064305e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -10645869.000000 Penalty: 5521.037109
	Iteration 9Q: 3 clusters Score -1.064587e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -10647374.000000 Penalty: 5521.037109
	Iteration 10Q: 3 clusters Score -1.064737e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -10647930.000000 Penalty: 5521.037109
	Iteration 11Q: 3 clusters Score -1.064793e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -10648211.000000 Penalty: 5521.037109
	Iteration 12Q: 3 clusters Score -1.064821e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -10648372.000000 Penalty: 5521.037109
	Iteration 13Q: 3 clusters Score -1.064837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -10648481.000000 Penalty: 5521.037109
	Iteration 14Q: 3 clusters Score -1.064848e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -10648567.000000 Penalty: 5521.037109
	Iteration 15Q: 3 clusters Score -1.064857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -10648599.000000 Penalty: 5521.037109
	Iteration 16Q: 3 clusters Score -1.06486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -10648618.000000 Penalty: 5521.037109
	Iteration 17Q: 3 clusters Score -1.064862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -10648639.000000 Penalty: 5521.037109
	Iteration 18Q: 3 clusters Score -1.064864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -10648652.000000 Penalty: 5521.037109
	Iteration 19Q: 3 clusters Score -1.064865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -10648655.000000 Penalty: 5521.037109
	Iteration 20F: 3 clusters Score -1.064866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -10648672.000000 Penalty: 5521.037109
	Iteration 21Q: 3 clusters Score -1.064867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -10648684.000000 Penalty: 5521.037109
	Iteration 22Q: 3 clusters Score -1.064868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -10648691.000000 Penalty: 5521.037109
	Iteration 23Q: 3 clusters Score -1.064869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -10648708.000000 Penalty: 5521.037109
	Iteration 24Q: 3 clusters Score -1.064871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -10648710.000000 Penalty: 5521.037109
	Iteration 25Q: 3 clusters Score -1.064871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10648717.000000 Penalty: 5521.037109
	Iteration 26Q: 3 clusters Score -1.064872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -10648719.000000 Penalty: 5521.037109
	Iteration 27Q: 3 clusters Score -1.064872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -10648721.000000 Penalty: 5521.037109
	Iteration 28Q: 3 clusters Score -1.064872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -10648714.000000 Penalty: 5521.037109
	Iteration 29Q: 3 clusters Score -1.064871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10648720.000000 Penalty: 5521.037109
	Iteration 30Q: 3 clusters Score -1.064872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -10648721.000000 Penalty: 5521.037109
	Iteration 31Q: 3 clusters Score -1.064872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10648719.000000 Penalty: 5521.037109
	Iteration 32Q: 3 clusters Score -1.064872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10648719.000000 Penalty: 5521.037109
	Iteration 33F: 3 clusters Score -1.064872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17673.656250 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17673.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17737.974609 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17737.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17750.931641 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17750.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17756.519531 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17756.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17756.519531 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17756.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Entering Unmasked Estep 
Score: -5956963.500000 Penalty: 2620.456299
	Iteration 0F: 2 clusters Score -5956964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5930695.500000 Penalty: 5240.912598
	Iteration 0F: 3 clusters Score -5930696 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5941298.500000 Penalty: 5240.912598
	Iteration 1F: 3 clusters Score -5941298 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5942737.500000 Penalty: 5240.912598
	Iteration 2F: 3 clusters Score -5942738 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5944584.500000 Penalty: 5240.912598
	Iteration 3F: 3 clusters Score -5944584 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5946783.500000 Penalty: 5240.912598
	Iteration 4F: 3 clusters Score -5946784 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5948900.000000 Penalty: 5240.912598
	Iteration 5F: 3 clusters Score -5948900 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -5950809.000000 Penalty: 5240.912598
	Iteration 6F: 3 clusters Score -5950809 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -5952330.000000 Penalty: 5240.912598
	Iteration 7Q: 3 clusters Score -5952330 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5953278.000000 Penalty: 5240.912598
	Iteration 8Q: 3 clusters Score -5953278 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5953715.500000 Penalty: 5240.912598
	Iteration 9Q: 3 clusters Score -5953716 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -5953900.500000 Penalty: 5240.912598
	Iteration 10Q: 3 clusters Score -5953900 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5954021.000000 Penalty: 5240.912598
	Iteration 11Q: 3 clusters Score -5954021 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5954087.000000 Penalty: 5240.912598
	Iteration 12Q: 3 clusters Score -5954087 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5954156.000000 Penalty: 5240.912598
	Iteration 13Q: 3 clusters Score -5954156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -5954199.000000 Penalty: 5240.912598
	Iteration 14Q: 3 clusters Score -5954199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5954229.000000 Penalty: 5240.912598
	Iteration 15Q: 3 clusters Score -5954229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -5954267.000000 Penalty: 5240.912598
	Iteration 16Q: 3 clusters Score -5954267 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5954300.000000 Penalty: 5240.912598
	Iteration 17Q: 3 clusters Score -5954300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -5954326.000000 Penalty: 5240.912598
	Iteration 18Q: 3 clusters Score -5954326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5954335.500000 Penalty: 5240.912598
	Iteration 19Q: 3 clusters Score -5954336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5954358.000000 Penalty: 5240.912598
	Iteration 20F: 3 clusters Score -5954358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5954384.000000 Penalty: 5240.912598
	Iteration 21Q: 3 clusters Score -5954384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5954395.000000 Penalty: 5240.912598
	Iteration 22Q: 3 clusters Score -5954395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5954415.500000 Penalty: 5240.912598
	Iteration 23Q: 3 clusters Score -5954416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -5954411.000000 Penalty: 5240.912598
	Iteration 24Q: 3 clusters Score -5954411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5954428.500000 Penalty: 5240.912598
	Iteration 25Q: 3 clusters Score -5954428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -5954435.500000 Penalty: 5240.912598
	Iteration 26Q: 3 clusters Score -5954436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5954447.500000 Penalty: 5240.912598
	Iteration 27Q: 3 clusters Score -5954448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5954454.500000 Penalty: 5240.912598
	Iteration 28Q: 3 clusters Score -5954454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5954479.000000 Penalty: 5240.912598
	Iteration 29Q: 3 clusters Score -5954479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -5954473.000000 Penalty: 5240.912598
	Iteration 30Q: 3 clusters Score -5954473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -5954467.000000 Penalty: 5240.912598
	Iteration 31Q: 3 clusters Score -5954467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -5954488.500000 Penalty: 5240.912598
	Iteration 32Q: 3 clusters Score -5954488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5954479.500000 Penalty: 5240.912598
	Iteration 33Q: 3 clusters Score -5954480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5954493.000000 Penalty: 5240.912598
	Iteration 34Q: 3 clusters Score -5954493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -5954495.000000 Penalty: 5240.912598
	Iteration 35Q: 3 clusters Score -5954495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5954498.500000 Penalty: 5240.912598
	Iteration 36Q: 3 clusters Score -5954498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5954502.000000 Penalty: 5240.912598
	Iteration 37Q: 3 clusters Score -5954502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5954507.500000 Penalty: 5240.912598
	Iteration 38Q: 3 clusters Score -5954508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -5954515.000000 Penalty: 5240.912598
	Iteration 39Q: 3 clusters Score -5954515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -5954510.000000 Penalty: 5240.912598
	Iteration 40F: 3 clusters Score -5954510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5954499.000000 Penalty: 5240.912598
	Iteration 41Q: 3 clusters Score -5954499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5954496.000000 Penalty: 5240.912598
	Iteration 42Q: 3 clusters Score -5954496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -5954519.000000 Penalty: 5240.912598
	Iteration 43Q: 3 clusters Score -5954519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5954521.000000 Penalty: 5240.912598
	Iteration 44Q: 3 clusters Score -5954521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5954517.500000 Penalty: 5240.912598
	Iteration 45Q: 3 clusters Score -5954518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -5954532.500000 Penalty: 5240.912598
	Iteration 46Q: 3 clusters Score -5954532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5954542.500000 Penalty: 5240.912598
	Iteration 47Q: 3 clusters Score -5954542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5954550.500000 Penalty: 5240.912598
	Iteration 48Q: 3 clusters Score -5954550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5954554.000000 Penalty: 5240.912598
	Iteration 49Q: 3 clusters Score -5954554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5954575.000000 Penalty: 5240.912598
	Iteration 50Q: 3 clusters Score -5954575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5954568.500000 Penalty: 5240.912598
	Iteration 51Q: 3 clusters Score -5954568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5954579.500000 Penalty: 5240.912598
	Iteration 52Q: 3 clusters Score -5954580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5954598.500000 Penalty: 5240.912598
	Iteration 53Q: 3 clusters Score -5954598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5954600.500000 Penalty: 5240.912598
	Iteration 54Q: 3 clusters Score -5954600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5954615.000000 Penalty: 5240.912598
	Iteration 55Q: 3 clusters Score -5954615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5954616.000000 Penalty: 5240.912598
	Iteration 56Q: 3 clusters Score -5954616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5954626.000000 Penalty: 5240.912598
	Iteration 57Q: 3 clusters Score -5954626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5954624.000000 Penalty: 5240.912598
	Iteration 58Q: 3 clusters Score -5954624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5954618.000000 Penalty: 5240.912598
	Iteration 59Q: 3 clusters Score -5954618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5954618.000000 Penalty: 5240.912598
	Iteration 60F: 3 clusters Score -5954618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5954624.000000 Penalty: 5240.912598
	Iteration 61Q: 3 clusters Score -5954624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -5954624.000000 Penalty: 5240.912598
	Iteration 62Q: 3 clusters Score -5954624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5954637.000000 Penalty: 5240.912598
	Iteration 63Q: 3 clusters Score -5954637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5954641.500000 Penalty: 5240.912598
	Iteration 64Q: 3 clusters Score -5954642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5954634.000000 Penalty: 5240.912598
	Iteration 65Q: 3 clusters Score -5954634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5954630.000000 Penalty: 5240.912598
	Iteration 66Q: 3 clusters Score -5954630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5954635.000000 Penalty: 5240.912598
	Iteration 67Q: 3 clusters Score -5954635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5954635.500000 Penalty: 5240.912598
	Iteration 68Q: 3 clusters Score -5954636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5954639.500000 Penalty: 5240.912598
	Iteration 69Q: 3 clusters Score -5954640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5954654.000000 Penalty: 5240.912598
	Iteration 70Q: 3 clusters Score -5954654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -5954658.000000 Penalty: 5240.912598
	Iteration 71Q: 3 clusters Score -5954658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -5954657.000000 Penalty: 5240.912598
	Iteration 72Q: 3 clusters Score -5954657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -5954661.500000 Penalty: 5240.912598
	Iteration 73Q: 3 clusters Score -5954662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -5954658.000000 Penalty: 5240.912598
	Iteration 74Q: 3 clusters Score -5954658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -5954659.000000 Penalty: 5240.912598
	Iteration 75Q: 3 clusters Score -5954659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5954645.000000 Penalty: 5240.912598
	Iteration 76Q: 3 clusters Score -5954645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5954660.000000 Penalty: 5240.912598
	Iteration 77Q: 3 clusters Score -5954660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5954664.000000 Penalty: 5240.912598
	Iteration 78Q: 3 clusters Score -5954664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5954663.000000 Penalty: 5240.912598
	Iteration 79Q: 3 clusters Score -5954663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5954670.500000 Penalty: 5240.912598
	Iteration 80F: 3 clusters Score -5954670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5954670.500000 Penalty: 5240.912598
	Iteration 81Q: 3 clusters Score -5954670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5954675.500000 Penalty: 5240.912598
	Iteration 82Q: 3 clusters Score -5954676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -5954675.000000 Penalty: 5240.912598
	Iteration 83Q: 3 clusters Score -5954675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5954671.000000 Penalty: 5240.912598
	Iteration 84Q: 3 clusters Score -5954671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5954670.000000 Penalty: 5240.912598
	Iteration 85Q: 3 clusters Score -5954670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5954669.000000 Penalty: 5240.912598
	Iteration 86Q: 3 clusters Score -5954669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -5954666.500000 Penalty: 5240.912598
	Iteration 87Q: 3 clusters Score -5954666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -5954666.500000 Penalty: 5240.912598
	Iteration 88Q: 3 clusters Score -5954666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -5954664.000000 Penalty: 5240.912598
	Iteration 89Q: 3 clusters Score -5954664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5954666.500000 Penalty: 5240.912598
	Iteration 90Q: 3 clusters Score -5954666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5954664.500000 Penalty: 5240.912598
	Iteration 91Q: 3 clusters Score -5954664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5954669.000000 Penalty: 5240.912598
	Iteration 92Q: 3 clusters Score -5954669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5954667.000000 Penalty: 5240.912598
	Iteration 93Q: 3 clusters Score -5954667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5954667.000000 Penalty: 5240.912598
	Iteration 94F: 3 clusters Score -5954667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (114933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114933 members 
Entering Unmasked Estep 
Score: -17693482.000000 Penalty: 2889.721924
	Iteration 0F: 2 clusters Score -1.769348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -17619336.000000 Penalty: 5779.443848
	Iteration 0F: 3 clusters Score -1.761934e+07 nChanged 54630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -17650982.000000 Penalty: 5779.443848
	Iteration 1F: 3 clusters Score -1.765098e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -17652204.000000 Penalty: 5779.443848
	Iteration 2Q: 3 clusters Score -1.76522e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -17653818.000000 Penalty: 5779.443848
	Iteration 3Q: 3 clusters Score -1.765382e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -17656182.000000 Penalty: 5779.443848
	Iteration 4Q: 3 clusters Score -1.765618e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -17660046.000000 Penalty: 5779.443848
	Iteration 5F: 3 clusters Score -1.766005e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -17665632.000000 Penalty: 5779.443848
	Iteration 6F: 3 clusters Score -1.766563e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -17672648.000000 Penalty: 5779.443848
	Iteration 7F: 3 clusters Score -1.767265e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -17679310.000000 Penalty: 5779.443848
	Iteration 8F: 3 clusters Score -1.767931e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -17684564.000000 Penalty: 5779.443848
	Iteration 9F: 3 clusters Score -1.768456e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -17688192.000000 Penalty: 5779.443848
	Iteration 10Q: 3 clusters Score -1.768819e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -17690372.000000 Penalty: 5779.443848
	Iteration 11Q: 3 clusters Score -1.769037e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -17691594.000000 Penalty: 5779.443848
	Iteration 12Q: 3 clusters Score -1.769159e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -17692050.000000 Penalty: 5779.443848
	Iteration 13Q: 3 clusters Score -1.769205e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -17692348.000000 Penalty: 5779.443848
	Iteration 14Q: 3 clusters Score -1.769235e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -17692468.000000 Penalty: 5779.443848
	Iteration 15Q: 3 clusters Score -1.769247e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -17692602.000000 Penalty: 5779.443848
	Iteration 16Q: 3 clusters Score -1.76926e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -17692634.000000 Penalty: 5779.443848
	Iteration 17Q: 3 clusters Score -1.769263e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -17692618.000000 Penalty: 5779.443848
	Iteration 18Q: 3 clusters Score -1.769262e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 111115 members 
Entering Unmasked Estep 
Score: -17692654.000000 Penalty: 5779.443848
	Iteration 19Q: 3 clusters Score -1.769265e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -17692622.000000 Penalty: 5779.443848
	Iteration 20F: 3 clusters Score -1.769262e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -17692628.000000 Penalty: 5779.443848
	Iteration 21Q: 3 clusters Score -1.769263e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -17692632.000000 Penalty: 5779.443848
	Iteration 22Q: 3 clusters Score -1.769263e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -17692584.000000 Penalty: 5779.443848
	Iteration 23Q: 3 clusters Score -1.769258e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 112016 members 
Entering Unmasked Estep 
Score: -17692528.000000 Penalty: 5779.443848
	Iteration 24Q: 3 clusters Score -1.769253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -17692526.000000 Penalty: 5779.443848
	Iteration 25Q: 3 clusters Score -1.769253e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -17692488.000000 Penalty: 5779.443848
	Iteration 26Q: 3 clusters Score -1.769249e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -17692448.000000 Penalty: 5779.443848
	Iteration 27Q: 3 clusters Score -1.769245e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -17692426.000000 Penalty: 5779.443848
	Iteration 28Q: 3 clusters Score -1.769243e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -17692390.000000 Penalty: 5779.443848
	Iteration 29Q: 3 clusters Score -1.769239e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -17692380.000000 Penalty: 5779.443848
	Iteration 30Q: 3 clusters Score -1.769238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -17692362.000000 Penalty: 5779.443848
	Iteration 31Q: 3 clusters Score -1.769236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -17692366.000000 Penalty: 5779.443848
	Iteration 32Q: 3 clusters Score -1.769237e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -17692324.000000 Penalty: 5779.443848
	Iteration 33Q: 3 clusters Score -1.769232e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -17692304.000000 Penalty: 5779.443848
	Iteration 34Q: 3 clusters Score -1.76923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -17692302.000000 Penalty: 5779.443848
	Iteration 35Q: 3 clusters Score -1.76923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -17692282.000000 Penalty: 5779.443848
	Iteration 36Q: 3 clusters Score -1.769228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 112793 members 
Entering Unmasked Estep 
Score: -17692264.000000 Penalty: 5779.443848
	Iteration 37Q: 3 clusters Score -1.769226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -17692264.000000 Penalty: 5779.443848
	Iteration 38Q: 3 clusters Score -1.769226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -17692256.000000 Penalty: 5779.443848
	Iteration 39Q: 3 clusters Score -1.769226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -17692278.000000 Penalty: 5779.443848
	Iteration 40F: 3 clusters Score -1.769228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -17692282.000000 Penalty: 5779.443848
	Iteration 41Q: 3 clusters Score -1.769228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -17692268.000000 Penalty: 5779.443848
	Iteration 42Q: 3 clusters Score -1.769227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 112880 members 
Entering Unmasked Estep 
Score: -17692244.000000 Penalty: 5779.443848
	Iteration 43Q: 3 clusters Score -1.769224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -17692236.000000 Penalty: 5779.443848
	Iteration 44Q: 3 clusters Score -1.769224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -17692246.000000 Penalty: 5779.443848
	Iteration 45Q: 3 clusters Score -1.769225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -17692214.000000 Penalty: 5779.443848
	Iteration 46Q: 3 clusters Score -1.769221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -17692206.000000 Penalty: 5779.443848
	Iteration 47Q: 3 clusters Score -1.769221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 112932 members 
Entering Unmasked Estep 
Score: -17692186.000000 Penalty: 5779.443848
	Iteration 48Q: 3 clusters Score -1.769219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -17692194.000000 Penalty: 5779.443848
	Iteration 49Q: 3 clusters Score -1.769219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -17692190.000000 Penalty: 5779.443848
	Iteration 50Q: 3 clusters Score -1.769219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -17692196.000000 Penalty: 5779.443848
	Iteration 51Q: 3 clusters Score -1.76922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -17692182.000000 Penalty: 5779.443848
	Iteration 52Q: 3 clusters Score -1.769218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -17692172.000000 Penalty: 5779.443848
	Iteration 53Q: 3 clusters Score -1.769217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -17692180.000000 Penalty: 5779.443848
	Iteration 54Q: 3 clusters Score -1.769218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -17692162.000000 Penalty: 5779.443848
	Iteration 55Q: 3 clusters Score -1.769216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -17692164.000000 Penalty: 5779.443848
	Iteration 56Q: 3 clusters Score -1.769216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -17692158.000000 Penalty: 5779.443848
	Iteration 57Q: 3 clusters Score -1.769216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -17692164.000000 Penalty: 5779.443848
	Iteration 58Q: 3 clusters Score -1.769216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -17692160.000000 Penalty: 5779.443848
	Iteration 59Q: 3 clusters Score -1.769216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -17692160.000000 Penalty: 5779.443848
	Iteration 60F: 3 clusters Score -1.769216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Entering Unmasked Estep 
Score: -15922400.000000 Penalty: 2863.854492
	Iteration 0F: 2 clusters Score -1.59224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -15856062.000000 Penalty: 5727.708984
	Iteration 0F: 3 clusters Score -1.585606e+07 nChanged 48943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -15883790.000000 Penalty: 5727.708984
	Iteration 1F: 3 clusters Score -1.588379e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -15884652.000000 Penalty: 5727.708984
	Iteration 2Q: 3 clusters Score -1.588465e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -15885614.000000 Penalty: 5727.708984
	Iteration 3Q: 3 clusters Score -1.588561e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -15887021.000000 Penalty: 5727.708984
	Iteration 4Q: 3 clusters Score -1.588702e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -15889354.000000 Penalty: 5727.708984
	Iteration 5Q: 3 clusters Score -1.588935e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -15892938.000000 Penalty: 5727.708984
	Iteration 6F: 3 clusters Score -1.589294e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -15897651.000000 Penalty: 5727.708984
	Iteration 7F: 3 clusters Score -1.589765e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -15903428.000000 Penalty: 5727.708984
	Iteration 8F: 3 clusters Score -1.590343e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -15909380.000000 Penalty: 5727.708984
	Iteration 9F: 3 clusters Score -1.590938e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -15913847.000000 Penalty: 5727.708984
	Iteration 10F: 3 clusters Score -1.591385e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -15916182.000000 Penalty: 5727.708984
	Iteration 11Q: 3 clusters Score -1.591618e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -15917055.000000 Penalty: 5727.708984
	Iteration 12Q: 3 clusters Score -1.591706e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -15917697.000000 Penalty: 5727.708984
	Iteration 13Q: 3 clusters Score -1.59177e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -15918150.000000 Penalty: 5727.708984
	Iteration 14Q: 3 clusters Score -1.591815e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -15918614.000000 Penalty: 5727.708984
	Iteration 15Q: 3 clusters Score -1.591861e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -15919068.000000 Penalty: 5727.708984
	Iteration 16Q: 3 clusters Score -1.591907e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -15919381.000000 Penalty: 5727.708984
	Iteration 17Q: 3 clusters Score -1.591938e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -15919718.000000 Penalty: 5727.708984
	Iteration 18Q: 3 clusters Score -1.591972e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -15920039.000000 Penalty: 5727.708984
	Iteration 19Q: 3 clusters Score -1.592004e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -15920339.000000 Penalty: 5727.708984
	Iteration 20F: 3 clusters Score -1.592034e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -15920603.000000 Penalty: 5727.708984
	Iteration 21Q: 3 clusters Score -1.59206e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -15920850.000000 Penalty: 5727.708984
	Iteration 22Q: 3 clusters Score -1.592085e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -15921002.000000 Penalty: 5727.708984
	Iteration 23Q: 3 clusters Score -1.5921e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -15921217.000000 Penalty: 5727.708984
	Iteration 24Q: 3 clusters Score -1.592122e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -15921347.000000 Penalty: 5727.708984
	Iteration 25Q: 3 clusters Score -1.592135e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -15921529.000000 Penalty: 5727.708984
	Iteration 26Q: 3 clusters Score -1.592153e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -15921670.000000 Penalty: 5727.708984
	Iteration 27Q: 3 clusters Score -1.592167e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -15921954.000000 Penalty: 5727.708984
	Iteration 28Q: 3 clusters Score -1.592195e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -15922079.000000 Penalty: 5727.708984
	Iteration 29Q: 3 clusters Score -1.592208e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -15922187.000000 Penalty: 5727.708984
	Iteration 30Q: 3 clusters Score -1.592219e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -15922262.000000 Penalty: 5727.708984
	Iteration 31Q: 3 clusters Score -1.592226e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -15922374.000000 Penalty: 5727.708984
	Iteration 32Q: 3 clusters Score -1.592237e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -15922424.000000 Penalty: 5727.708984
	Iteration 33Q: 3 clusters Score -1.592242e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -15922507.000000 Penalty: 5727.708984
	Iteration 34Q: 3 clusters Score -1.592251e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -15922577.000000 Penalty: 5727.708984
	Iteration 35Q: 3 clusters Score -1.592258e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -15922704.000000 Penalty: 5727.708984
	Iteration 36Q: 3 clusters Score -1.59227e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -15922727.000000 Penalty: 5727.708984
	Iteration 37Q: 3 clusters Score -1.592273e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -15922765.000000 Penalty: 5727.708984
	Iteration 38Q: 3 clusters Score -1.592276e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -15922836.000000 Penalty: 5727.708984
	Iteration 39Q: 3 clusters Score -1.592284e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -15922913.000000 Penalty: 5727.708984
	Iteration 40F: 3 clusters Score -1.592291e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -15922945.000000 Penalty: 5727.708984
	Iteration 41Q: 3 clusters Score -1.592294e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -15923019.000000 Penalty: 5727.708984
	Iteration 42Q: 3 clusters Score -1.592302e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -15923050.000000 Penalty: 5727.708984
	Iteration 43Q: 3 clusters Score -1.592305e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -15923105.000000 Penalty: 5727.708984
	Iteration 44Q: 3 clusters Score -1.59231e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -15923078.000000 Penalty: 5727.708984
	Iteration 45Q: 3 clusters Score -1.592308e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -15923015.000000 Penalty: 5727.708984
	Iteration 46Q: 3 clusters Score -1.592302e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -15923046.000000 Penalty: 5727.708984
	Iteration 47Q: 3 clusters Score -1.592305e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -15922993.000000 Penalty: 5727.708984
	Iteration 48Q: 3 clusters Score -1.592299e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -15923007.000000 Penalty: 5727.708984
	Iteration 49Q: 3 clusters Score -1.592301e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -15922974.000000 Penalty: 5727.708984
	Iteration 50Q: 3 clusters Score -1.592297e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -15922897.000000 Penalty: 5727.708984
	Iteration 51Q: 3 clusters Score -1.59229e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -15922879.000000 Penalty: 5727.708984
	Iteration 52Q: 3 clusters Score -1.592288e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -15922840.000000 Penalty: 5727.708984
	Iteration 53Q: 3 clusters Score -1.592284e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -15922840.000000 Penalty: 5727.708984
	Iteration 54Q: 3 clusters Score -1.592284e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -15922781.000000 Penalty: 5727.708984
	Iteration 55Q: 3 clusters Score -1.592278e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -15922757.000000 Penalty: 5727.708984
	Iteration 56Q: 3 clusters Score -1.592276e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -15922713.000000 Penalty: 5727.708984
	Iteration 57Q: 3 clusters Score -1.592271e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -15922690.000000 Penalty: 5727.708984
	Iteration 58Q: 3 clusters Score -1.592269e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -15922582.000000 Penalty: 5727.708984
	Iteration 59Q: 3 clusters Score -1.592258e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -15922498.000000 Penalty: 5727.708984
	Iteration 60F: 3 clusters Score -1.59225e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -15922469.000000 Penalty: 5727.708984
	Iteration 61Q: 3 clusters Score -1.592247e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -15922405.000000 Penalty: 5727.708984
	Iteration 62Q: 3 clusters Score -1.59224e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -15922361.000000 Penalty: 5727.708984
	Iteration 63Q: 3 clusters Score -1.592236e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -15922367.000000 Penalty: 5727.708984
	Iteration 64Q: 3 clusters Score -1.592237e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -15922299.000000 Penalty: 5727.708984
	Iteration 65Q: 3 clusters Score -1.59223e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -15922283.000000 Penalty: 5727.708984
	Iteration 66Q: 3 clusters Score -1.592228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -15922292.000000 Penalty: 5727.708984
	Iteration 67Q: 3 clusters Score -1.592229e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -15922263.000000 Penalty: 5727.708984
	Iteration 68Q: 3 clusters Score -1.592226e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -15922221.000000 Penalty: 5727.708984
	Iteration 69Q: 3 clusters Score -1.592222e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -15922166.000000 Penalty: 5727.708984
	Iteration 70Q: 3 clusters Score -1.592217e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -15922136.000000 Penalty: 5727.708984
	Iteration 71Q: 3 clusters Score -1.592214e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -15922127.000000 Penalty: 5727.708984
	Iteration 72Q: 3 clusters Score -1.592213e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -15922074.000000 Penalty: 5727.708984
	Iteration 73Q: 3 clusters Score -1.592207e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -15922028.000000 Penalty: 5727.708984
	Iteration 74Q: 3 clusters Score -1.592203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -15922016.000000 Penalty: 5727.708984
	Iteration 75Q: 3 clusters Score -1.592202e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -15922019.000000 Penalty: 5727.708984
	Iteration 76Q: 3 clusters Score -1.592202e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -15921996.000000 Penalty: 5727.708984
	Iteration 77Q: 3 clusters Score -1.5922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -15921974.000000 Penalty: 5727.708984
	Iteration 78Q: 3 clusters Score -1.592197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -15921951.000000 Penalty: 5727.708984
	Iteration 79Q: 3 clusters Score -1.592195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -15921931.000000 Penalty: 5727.708984
	Iteration 80F: 3 clusters Score -1.592193e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -15921929.000000 Penalty: 5727.708984
	Iteration 81Q: 3 clusters Score -1.592193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -15921920.000000 Penalty: 5727.708984
	Iteration 82Q: 3 clusters Score -1.592192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -15921885.000000 Penalty: 5727.708984
	Iteration 83Q: 3 clusters Score -1.592188e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -15921877.000000 Penalty: 5727.708984
	Iteration 84Q: 3 clusters Score -1.592188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -15921846.000000 Penalty: 5727.708984
	Iteration 85Q: 3 clusters Score -1.592185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -15921847.000000 Penalty: 5727.708984
	Iteration 86Q: 3 clusters Score -1.592185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -15921849.000000 Penalty: 5727.708984
	Iteration 87Q: 3 clusters Score -1.592185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -15921838.000000 Penalty: 5727.708984
	Iteration 88Q: 3 clusters Score -1.592184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -15921814.000000 Penalty: 5727.708984
	Iteration 89Q: 3 clusters Score -1.592181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -15921817.000000 Penalty: 5727.708984
	Iteration 90Q: 3 clusters Score -1.592182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -15921803.000000 Penalty: 5727.708984
	Iteration 91Q: 3 clusters Score -1.59218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -15921828.000000 Penalty: 5727.708984
	Iteration 92Q: 3 clusters Score -1.592183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -15921814.000000 Penalty: 5727.708984
	Iteration 93Q: 3 clusters Score -1.592181e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -15921799.000000 Penalty: 5727.708984
	Iteration 94Q: 3 clusters Score -1.59218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -15921791.000000 Penalty: 5727.708984
	Iteration 95Q: 3 clusters Score -1.592179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -15921774.000000 Penalty: 5727.708984
	Iteration 96Q: 3 clusters Score -1.592177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -15921754.000000 Penalty: 5727.708984
	Iteration 97Q: 3 clusters Score -1.592175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15921730.000000 Penalty: 5727.708984
	Iteration 98Q: 3 clusters Score -1.592173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -15921755.000000 Penalty: 5727.708984
	Iteration 99Q: 3 clusters Score -1.592176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -15921750.000000 Penalty: 5727.708984
	Iteration 100F: 3 clusters Score -1.592175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -15921729.000000 Penalty: 5727.708984
	Iteration 101Q: 3 clusters Score -1.592173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15921703.000000 Penalty: 5727.708984
	Iteration 102Q: 3 clusters Score -1.59217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -15921665.000000 Penalty: 5727.708984
	Iteration 103Q: 3 clusters Score -1.592166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15921635.000000 Penalty: 5727.708984
	Iteration 104Q: 3 clusters Score -1.592164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -15921658.000000 Penalty: 5727.708984
	Iteration 105Q: 3 clusters Score -1.592166e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -15921671.000000 Penalty: 5727.708984
	Iteration 106Q: 3 clusters Score -1.592167e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -15921632.000000 Penalty: 5727.708984
	Iteration 107Q: 3 clusters Score -1.592163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -15921620.000000 Penalty: 5727.708984
	Iteration 108Q: 3 clusters Score -1.592162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -15921634.000000 Penalty: 5727.708984
	Iteration 109Q: 3 clusters Score -1.592163e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -15921629.000000 Penalty: 5727.708984
	Iteration 110Q: 3 clusters Score -1.592163e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -15921626.000000 Penalty: 5727.708984
	Iteration 111Q: 3 clusters Score -1.592163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -15921638.000000 Penalty: 5727.708984
	Iteration 112Q: 3 clusters Score -1.592164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15921618.000000 Penalty: 5727.708984
	Iteration 113Q: 3 clusters Score -1.592162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15921611.000000 Penalty: 5727.708984
	Iteration 114Q: 3 clusters Score -1.592161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15921591.000000 Penalty: 5727.708984
	Iteration 115Q: 3 clusters Score -1.592159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -15921574.000000 Penalty: 5727.708984
	Iteration 116Q: 3 clusters Score -1.592157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -15921544.000000 Penalty: 5727.708984
	Iteration 117Q: 3 clusters Score -1.592154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -15921542.000000 Penalty: 5727.708984
	Iteration 118Q: 3 clusters Score -1.592154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -15921522.000000 Penalty: 5727.708984
	Iteration 119Q: 3 clusters Score -1.592152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15921535.000000 Penalty: 5727.708984
	Iteration 120F: 3 clusters Score -1.592154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -15921545.000000 Penalty: 5727.708984
	Iteration 121Q: 3 clusters Score -1.592154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -15921512.000000 Penalty: 5727.708984
	Iteration 122Q: 3 clusters Score -1.592151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -15921521.000000 Penalty: 5727.708984
	Iteration 123Q: 3 clusters Score -1.592152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -15921509.000000 Penalty: 5727.708984
	Iteration 124Q: 3 clusters Score -1.592151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -15921501.000000 Penalty: 5727.708984
	Iteration 125Q: 3 clusters Score -1.59215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -15921512.000000 Penalty: 5727.708984
	Iteration 126Q: 3 clusters Score -1.592151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15921521.000000 Penalty: 5727.708984
	Iteration 127Q: 3 clusters Score -1.592152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -15921501.000000 Penalty: 5727.708984
	Iteration 128Q: 3 clusters Score -1.59215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -15921500.000000 Penalty: 5727.708984
	Iteration 129Q: 3 clusters Score -1.59215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -15921500.000000 Penalty: 5727.708984
	Iteration 130Q: 3 clusters Score -1.59215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -15921492.000000 Penalty: 5727.708984
	Iteration 131Q: 3 clusters Score -1.592149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -15921485.000000 Penalty: 5727.708984
	Iteration 132Q: 3 clusters Score -1.592148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15921489.000000 Penalty: 5727.708984
	Iteration 133Q: 3 clusters Score -1.592149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -15921484.000000 Penalty: 5727.708984
	Iteration 134Q: 3 clusters Score -1.592148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -15921479.000000 Penalty: 5727.708984
	Iteration 135Q: 3 clusters Score -1.592148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -15921473.000000 Penalty: 5727.708984
	Iteration 136Q: 3 clusters Score -1.592147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15921445.000000 Penalty: 5727.708984
	Iteration 137Q: 3 clusters Score -1.592144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15921436.000000 Penalty: 5727.708984
	Iteration 138Q: 3 clusters Score -1.592144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -15921427.000000 Penalty: 5727.708984
	Iteration 139Q: 3 clusters Score -1.592143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15921435.000000 Penalty: 5727.708984
	Iteration 140F: 3 clusters Score -1.592144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15921422.000000 Penalty: 5727.708984
	Iteration 141Q: 3 clusters Score -1.592142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15921403.000000 Penalty: 5727.708984
	Iteration 142Q: 3 clusters Score -1.59214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -15921400.000000 Penalty: 5727.708984
	Iteration 143Q: 3 clusters Score -1.59214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15921408.000000 Penalty: 5727.708984
	Iteration 144Q: 3 clusters Score -1.592141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -15921410.000000 Penalty: 5727.708984
	Iteration 145Q: 3 clusters Score -1.592141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -15921395.000000 Penalty: 5727.708984
	Iteration 146Q: 3 clusters Score -1.59214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -15921393.000000 Penalty: 5727.708984
	Iteration 147Q: 3 clusters Score -1.592139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15921387.000000 Penalty: 5727.708984
	Iteration 148Q: 3 clusters Score -1.592139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -15921383.000000 Penalty: 5727.708984
	Iteration 149Q: 3 clusters Score -1.592138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -15921373.000000 Penalty: 5727.708984
	Iteration 150Q: 3 clusters Score -1.592137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15921375.000000 Penalty: 5727.708984
	Iteration 151Q: 3 clusters Score -1.592138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -15921372.000000 Penalty: 5727.708984
	Iteration 152Q: 3 clusters Score -1.592137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15921369.000000 Penalty: 5727.708984
	Iteration 153Q: 3 clusters Score -1.592137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15921370.000000 Penalty: 5727.708984
	Iteration 154Q: 3 clusters Score -1.592137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -15921372.000000 Penalty: 5727.708984
	Iteration 155Q: 3 clusters Score -1.592137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -15921367.000000 Penalty: 5727.708984
	Iteration 156Q: 3 clusters Score -1.592137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -15921363.000000 Penalty: 5727.708984
	Iteration 157Q: 3 clusters Score -1.592136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -15921370.000000 Penalty: 5727.708984
	Iteration 158Q: 3 clusters Score -1.592137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -15921369.000000 Penalty: 5727.708984
	Iteration 159Q: 3 clusters Score -1.592137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -15921362.000000 Penalty: 5727.708984
	Iteration 160F: 3 clusters Score -1.592136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15921363.000000 Penalty: 5727.708984
	Iteration 161Q: 3 clusters Score -1.592136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -15921363.000000 Penalty: 5727.708984
	Iteration 162Q: 3 clusters Score -1.592136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15921348.000000 Penalty: 5727.708984
	Iteration 163Q: 3 clusters Score -1.592135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15921343.000000 Penalty: 5727.708984
	Iteration 164Q: 3 clusters Score -1.592134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15921349.000000 Penalty: 5727.708984
	Iteration 165Q: 3 clusters Score -1.592135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15921349.000000 Penalty: 5727.708984
	Iteration 166F: 3 clusters Score -1.592135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Entering Unmasked Estep 
Score: -10493839.000000 Penalty: 2757.326416
	Iteration 0F: 2 clusters Score -1.049384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -10448939.000000 Penalty: 5514.652832
	Iteration 0F: 3 clusters Score -1.044894e+07 nChanged 31338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -10466394.000000 Penalty: 5514.652832
	Iteration 1F: 3 clusters Score -1.046639e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -10466782.000000 Penalty: 5514.652832
	Iteration 2Q: 3 clusters Score -1.046678e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -10467214.000000 Penalty: 5514.652832
	Iteration 3Q: 3 clusters Score -1.046721e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -10467535.000000 Penalty: 5514.652832
	Iteration 4Q: 3 clusters Score -1.046754e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -10467864.000000 Penalty: 5514.652832
	Iteration 5Q: 3 clusters Score -1.046786e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -10468298.000000 Penalty: 5514.652832
	Iteration 6Q: 3 clusters Score -1.04683e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -10468923.000000 Penalty: 5514.652832
	Iteration 7Q: 3 clusters Score -1.046892e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -10469928.000000 Penalty: 5514.652832
	Iteration 8Q: 3 clusters Score -1.046993e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -10471830.000000 Penalty: 5514.652832
	Iteration 9F: 3 clusters Score -1.047183e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -10475223.000000 Penalty: 5514.652832
	Iteration 10F: 3 clusters Score -1.047522e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -10480259.000000 Penalty: 5514.652832
	Iteration 11F: 3 clusters Score -1.048026e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -10485486.000000 Penalty: 5514.652832
	Iteration 12F: 3 clusters Score -1.048549e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10489136.000000 Penalty: 5514.652832
	Iteration 13F: 3 clusters Score -1.048914e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10490585.000000 Penalty: 5514.652832
	Iteration 14Q: 3 clusters Score -1.049058e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10491076.000000 Penalty: 5514.652832
	Iteration 15Q: 3 clusters Score -1.049108e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10491252.000000 Penalty: 5514.652832
	Iteration 16Q: 3 clusters Score -1.049125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10491328.000000 Penalty: 5514.652832
	Iteration 17Q: 3 clusters Score -1.049133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10491369.000000 Penalty: 5514.652832
	Iteration 18Q: 3 clusters Score -1.049137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10491405.000000 Penalty: 5514.652832
	Iteration 19Q: 3 clusters Score -1.04914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10491418.000000 Penalty: 5514.652832
	Iteration 20F: 3 clusters Score -1.049142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10491430.000000 Penalty: 5514.652832
	Iteration 21Q: 3 clusters Score -1.049143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10491435.000000 Penalty: 5514.652832
	Iteration 22Q: 3 clusters Score -1.049144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10491435.000000 Penalty: 5514.652832
	Iteration 23Q: 3 clusters Score -1.049144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10491435.000000 Penalty: 5514.652832
	Iteration 24F: 3 clusters Score -1.049144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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 83 members 
Entering Unmasked Estep 
Score: -19664.177734 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19664.18 nChanged 6
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: -19705.947266 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19705.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19712.333984 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19712.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19712.333984 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -19712.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -752215.000000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -752215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -747667.687500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -747667.7 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -748911.562500 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -748911.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -749185.375000 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -749185.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -749370.312500 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -749370.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -749558.812500 Penalty: 4235.515625
	Iteration 4Q: 3 clusters Score -749558.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -749745.875000 Penalty: 4235.515625
	Iteration 5Q: 3 clusters Score -749745.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -749961.562500 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -749961.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -750194.125000 Penalty: 4235.515625
	Iteration 7F: 3 clusters Score -750194.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -750400.312500 Penalty: 4235.515625
	Iteration 8F: 3 clusters Score -750400.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -750569.750000 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -750569.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -750705.937500 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -750705.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -750811.875000 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -750811.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -750884.500000 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -750884.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -750933.187500 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -750933.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -750977.812500 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -750977.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -751015.750000 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -751015.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -751049.750000 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -751049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -751064.312500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -751064.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -751078.937500 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -751078.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -751095.250000 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -751095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -751107.812500 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -751107.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -751117.687500 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -751117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -751122.187500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -751122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -751126.500000 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -751126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -751129.125000 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -751129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -751135.875000 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -751135.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -751137.750000 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -751137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -751141.437500 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -751141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -751143.625000 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -751143.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -751146.500000 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -751146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -751146.000000 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -751146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -751147.187500 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -751147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -751146.875000 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -751146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -751148.562500 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -751148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -751150.125000 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -751150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -751150.000000 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -751150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -751150.000000 Penalty: 4235.515625
	Iteration 36F: 3 clusters Score -751150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92257.625000 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92257.62 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92601.632812 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92601.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92863.234375 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -92863.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93093.976562 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -93093.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93243.609375 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -93243.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93363.382812 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93363.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93434.718750 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93434.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93485.078125 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93485.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93514.703125 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93544.656250 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93544.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93600.414062 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -93600.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93609.656250 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -93609.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93617.085938 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -93617.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93622.000000 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -93622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93635.429688 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -93635.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93665.085938 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -93665.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -93683.406250 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -93683.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93693.757812 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -93693.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93693.757812 Penalty: 3243.634766
	Iteration 18F: 3 clusters Score -93693.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Entering Unmasked Estep 
Score: -2926140.500000 Penalty: 2446.238037
	Iteration 0F: 2 clusters Score -2926140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2912521.750000 Penalty: 4892.476074
	Iteration 0F: 3 clusters Score -2912522 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2917019.000000 Penalty: 4892.476074
	Iteration 1F: 3 clusters Score -2917019 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2917403.500000 Penalty: 4892.476074
	Iteration 2F: 3 clusters Score -2917404 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2917803.500000 Penalty: 4892.476074
	Iteration 3Q: 3 clusters Score -2917804 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2918279.500000 Penalty: 4892.476074
	Iteration 4Q: 3 clusters Score -2918280 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2918806.250000 Penalty: 4892.476074
	Iteration 5Q: 3 clusters Score -2918806 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2919382.750000 Penalty: 4892.476074
	Iteration 6F: 3 clusters Score -2919383 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2919992.250000 Penalty: 4892.476074
	Iteration 7F: 3 clusters Score -2919992 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2920658.000000 Penalty: 4892.476074
	Iteration 8F: 3 clusters Score -2920658 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2921441.250000 Penalty: 4892.476074
	Iteration 9F: 3 clusters Score -2921441 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2922157.250000 Penalty: 4892.476074
	Iteration 10Q: 3 clusters Score -2922157 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2922672.750000 Penalty: 4892.476074
	Iteration 11Q: 3 clusters Score -2922673 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2923012.750000 Penalty: 4892.476074
	Iteration 12Q: 3 clusters Score -2923013 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2923268.000000 Penalty: 4892.476074
	Iteration 13Q: 3 clusters Score -2923268 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2923450.250000 Penalty: 4892.476074
	Iteration 14Q: 3 clusters Score -2923450 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2923549.750000 Penalty: 4892.476074
	Iteration 15Q: 3 clusters Score -2923550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2923635.000000 Penalty: 4892.476074
	Iteration 16Q: 3 clusters Score -2923635 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2923714.000000 Penalty: 4892.476074
	Iteration 17Q: 3 clusters Score -2923714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2923773.250000 Penalty: 4892.476074
	Iteration 18Q: 3 clusters Score -2923773 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2923808.000000 Penalty: 4892.476074
	Iteration 19Q: 3 clusters Score -2923808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2923845.250000 Penalty: 4892.476074
	Iteration 20F: 3 clusters Score -2923845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2923893.750000 Penalty: 4892.476074
	Iteration 21Q: 3 clusters Score -2923894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2923946.750000 Penalty: 4892.476074
	Iteration 22Q: 3 clusters Score -2923947 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2924000.250000 Penalty: 4892.476074
	Iteration 23Q: 3 clusters Score -2924000 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2924028.750000 Penalty: 4892.476074
	Iteration 24Q: 3 clusters Score -2924029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2924067.500000 Penalty: 4892.476074
	Iteration 25Q: 3 clusters Score -2924068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2924089.500000 Penalty: 4892.476074
	Iteration 26Q: 3 clusters Score -2924090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2924116.750000 Penalty: 4892.476074
	Iteration 27Q: 3 clusters Score -2924117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2924137.250000 Penalty: 4892.476074
	Iteration 28Q: 3 clusters Score -2924137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2924154.000000 Penalty: 4892.476074
	Iteration 29Q: 3 clusters Score -2924154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2924161.750000 Penalty: 4892.476074
	Iteration 30Q: 3 clusters Score -2924162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2924180.250000 Penalty: 4892.476074
	Iteration 31Q: 3 clusters Score -2924180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2924190.000000 Penalty: 4892.476074
	Iteration 32Q: 3 clusters Score -2924190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2924202.750000 Penalty: 4892.476074
	Iteration 33Q: 3 clusters Score -2924203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2924207.000000 Penalty: 4892.476074
	Iteration 34Q: 3 clusters Score -2924207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2924208.250000 Penalty: 4892.476074
	Iteration 35Q: 3 clusters Score -2924208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2924205.250000 Penalty: 4892.476074
	Iteration 36Q: 3 clusters Score -2924205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2924208.500000 Penalty: 4892.476074
	Iteration 37Q: 3 clusters Score -2924208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2924215.750000 Penalty: 4892.476074
	Iteration 38Q: 3 clusters Score -2924216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2924215.750000 Penalty: 4892.476074
	Iteration 39Q: 3 clusters Score -2924216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2924216.000000 Penalty: 4892.476074
	Iteration 40F: 3 clusters Score -2924216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2924231.000000 Penalty: 4892.476074
	Iteration 41Q: 3 clusters Score -2924231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2924233.250000 Penalty: 4892.476074
	Iteration 42Q: 3 clusters Score -2924233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2924244.750000 Penalty: 4892.476074
	Iteration 43Q: 3 clusters Score -2924245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2924243.750000 Penalty: 4892.476074
	Iteration 44Q: 3 clusters Score -2924244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2924245.250000 Penalty: 4892.476074
	Iteration 45Q: 3 clusters Score -2924245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2924250.250000 Penalty: 4892.476074
	Iteration 46Q: 3 clusters Score -2924250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2924243.250000 Penalty: 4892.476074
	Iteration 47Q: 3 clusters Score -2924243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2924247.000000 Penalty: 4892.476074
	Iteration 48Q: 3 clusters Score -2924247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2924243.750000 Penalty: 4892.476074
	Iteration 49Q: 3 clusters Score -2924244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2924244.000000 Penalty: 4892.476074
	Iteration 50Q: 3 clusters Score -2924244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2924239.250000 Penalty: 4892.476074
	Iteration 51Q: 3 clusters Score -2924239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2924240.750000 Penalty: 4892.476074
	Iteration 52Q: 3 clusters Score -2924241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2924245.000000 Penalty: 4892.476074
	Iteration 53Q: 3 clusters Score -2924245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2924244.500000 Penalty: 4892.476074
	Iteration 54Q: 3 clusters Score -2924244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2924240.500000 Penalty: 4892.476074
	Iteration 55Q: 3 clusters Score -2924240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2924238.250000 Penalty: 4892.476074
	Iteration 56Q: 3 clusters Score -2924238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2924241.500000 Penalty: 4892.476074
	Iteration 57Q: 3 clusters Score -2924242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2924241.000000 Penalty: 4892.476074
	Iteration 58Q: 3 clusters Score -2924241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2924243.250000 Penalty: 4892.476074
	Iteration 59Q: 3 clusters Score -2924243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2924244.250000 Penalty: 4892.476074
	Iteration 60F: 3 clusters Score -2924244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2924244.250000 Penalty: 4892.476074
	Iteration 61Q: 3 clusters Score -2924244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2924244.250000 Penalty: 4892.476074
	Iteration 62Q: 3 clusters Score -2924244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2924244.250000 Penalty: 4892.476074
	Iteration 63F: 3 clusters Score -2924244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Entering Unmasked Estep 
Score: -14452234.000000 Penalty: 2839.398193
	Iteration 0F: 2 clusters Score -1.445223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -14390624.000000 Penalty: 5678.796387
	Iteration 0F: 3 clusters Score -1.439062e+07 nChanged 44158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -14415998.000000 Penalty: 5678.796387
	Iteration 1F: 3 clusters Score -1.4416e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -14417214.000000 Penalty: 5678.796387
	Iteration 2Q: 3 clusters Score -1.441721e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -14418837.000000 Penalty: 5678.796387
	Iteration 3Q: 3 clusters Score -1.441884e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -14421600.000000 Penalty: 5678.796387
	Iteration 4F: 3 clusters Score -1.44216e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -14425944.000000 Penalty: 5678.796387
	Iteration 5F: 3 clusters Score -1.442594e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -14431665.000000 Penalty: 5678.796387
	Iteration 6F: 3 clusters Score -1.443166e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -14437567.000000 Penalty: 5678.796387
	Iteration 7F: 3 clusters Score -1.443757e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -14441871.000000 Penalty: 5678.796387
	Iteration 8F: 3 clusters Score -1.444187e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -14444625.000000 Penalty: 5678.796387
	Iteration 9Q: 3 clusters Score -1.444462e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -14446183.000000 Penalty: 5678.796387
	Iteration 10Q: 3 clusters Score -1.444618e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -14447402.000000 Penalty: 5678.796387
	Iteration 11Q: 3 clusters Score -1.44474e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -14448248.000000 Penalty: 5678.796387
	Iteration 12Q: 3 clusters Score -1.444825e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -14448827.000000 Penalty: 5678.796387
	Iteration 13Q: 3 clusters Score -1.444883e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -14449348.000000 Penalty: 5678.796387
	Iteration 14Q: 3 clusters Score -1.444935e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -14449738.000000 Penalty: 5678.796387
	Iteration 15Q: 3 clusters Score -1.444974e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -14449981.000000 Penalty: 5678.796387
	Iteration 16Q: 3 clusters Score -1.444998e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -14450140.000000 Penalty: 5678.796387
	Iteration 17Q: 3 clusters Score -1.445014e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -14450275.000000 Penalty: 5678.796387
	Iteration 18Q: 3 clusters Score -1.445028e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -14450362.000000 Penalty: 5678.796387
	Iteration 19Q: 3 clusters Score -1.445036e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14450416.000000 Penalty: 5678.796387
	Iteration 20F: 3 clusters Score -1.445042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14450453.000000 Penalty: 5678.796387
	Iteration 21Q: 3 clusters Score -1.445045e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -14450470.000000 Penalty: 5678.796387
	Iteration 22Q: 3 clusters Score -1.445047e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -14450473.000000 Penalty: 5678.796387
	Iteration 23Q: 3 clusters Score -1.445047e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14450514.000000 Penalty: 5678.796387
	Iteration 24Q: 3 clusters Score -1.445051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -14450543.000000 Penalty: 5678.796387
	Iteration 25Q: 3 clusters Score -1.445054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -14450549.000000 Penalty: 5678.796387
	Iteration 26Q: 3 clusters Score -1.445055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -14450573.000000 Penalty: 5678.796387
	Iteration 27Q: 3 clusters Score -1.445057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -14450590.000000 Penalty: 5678.796387
	Iteration 28Q: 3 clusters Score -1.445059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14450602.000000 Penalty: 5678.796387
	Iteration 29Q: 3 clusters Score -1.44506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -14450608.000000 Penalty: 5678.796387
	Iteration 30Q: 3 clusters Score -1.445061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14450619.000000 Penalty: 5678.796387
	Iteration 31Q: 3 clusters Score -1.445062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14450607.000000 Penalty: 5678.796387
	Iteration 32Q: 3 clusters Score -1.445061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14450623.000000 Penalty: 5678.796387
	Iteration 33Q: 3 clusters Score -1.445062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14450605.000000 Penalty: 5678.796387
	Iteration 34Q: 3 clusters Score -1.44506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -14450628.000000 Penalty: 5678.796387
	Iteration 35Q: 3 clusters Score -1.445063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14450626.000000 Penalty: 5678.796387
	Iteration 36Q: 3 clusters Score -1.445063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -14450643.000000 Penalty: 5678.796387
	Iteration 37Q: 3 clusters Score -1.445064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14450633.000000 Penalty: 5678.796387
	Iteration 38Q: 3 clusters Score -1.445063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14450636.000000 Penalty: 5678.796387
	Iteration 39Q: 3 clusters Score -1.445064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -14450632.000000 Penalty: 5678.796387
	Iteration 40F: 3 clusters Score -1.445063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14450631.000000 Penalty: 5678.796387
	Iteration 41Q: 3 clusters Score -1.445063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -14450641.000000 Penalty: 5678.796387
	Iteration 42Q: 3 clusters Score -1.445064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14450643.000000 Penalty: 5678.796387
	Iteration 43Q: 3 clusters Score -1.445064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14450653.000000 Penalty: 5678.796387
	Iteration 44Q: 3 clusters Score -1.445065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14450645.000000 Penalty: 5678.796387
	Iteration 45Q: 3 clusters Score -1.445064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14450657.000000 Penalty: 5678.796387
	Iteration 46Q: 3 clusters Score -1.445066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -14450660.000000 Penalty: 5678.796387
	Iteration 47Q: 3 clusters Score -1.445066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -14450668.000000 Penalty: 5678.796387
	Iteration 48Q: 3 clusters Score -1.445067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14450668.000000 Penalty: 5678.796387
	Iteration 49Q: 3 clusters Score -1.445067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14450665.000000 Penalty: 5678.796387
	Iteration 50Q: 3 clusters Score -1.445066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14450666.000000 Penalty: 5678.796387
	Iteration 51Q: 3 clusters Score -1.445067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14450666.000000 Penalty: 5678.796387
	Iteration 52F: 3 clusters Score -1.445067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Entering Unmasked Estep 
Score: -7122281.000000 Penalty: 2670.845215
	Iteration 0F: 2 clusters Score -7122281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7090291.500000 Penalty: 5341.690430
	Iteration 0F: 3 clusters Score -7090292 nChanged 21882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -7102470.000000 Penalty: 5341.690430
	Iteration 1F: 3 clusters Score -7102470 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7103242.500000 Penalty: 5341.690430
	Iteration 2Q: 3 clusters Score -7103242 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -7104402.000000 Penalty: 5341.690430
	Iteration 3F: 3 clusters Score -7104402 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -7105944.000000 Penalty: 5341.690430
	Iteration 4F: 3 clusters Score -7105944 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -7108330.000000 Penalty: 5341.690430
	Iteration 5F: 3 clusters Score -7108330 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -7111459.500000 Penalty: 5341.690430
	Iteration 6F: 3 clusters Score -7111460 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -7114724.000000 Penalty: 5341.690430
	Iteration 7F: 3 clusters Score -7114724 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7117211.000000 Penalty: 5341.690430
	Iteration 8F: 3 clusters Score -7117211 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7118663.000000 Penalty: 5341.690430
	Iteration 9Q: 3 clusters Score -7118663 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7119359.500000 Penalty: 5341.690430
	Iteration 10Q: 3 clusters Score -7119360 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7119669.500000 Penalty: 5341.690430
	Iteration 11Q: 3 clusters Score -7119670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7119794.500000 Penalty: 5341.690430
	Iteration 12Q: 3 clusters Score -7119794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7119886.500000 Penalty: 5341.690430
	Iteration 13Q: 3 clusters Score -7119886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7119937.000000 Penalty: 5341.690430
	Iteration 14Q: 3 clusters Score -7119937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7119955.000000 Penalty: 5341.690430
	Iteration 15Q: 3 clusters Score -7119955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7119976.500000 Penalty: 5341.690430
	Iteration 16Q: 3 clusters Score -7119976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7119993.500000 Penalty: 5341.690430
	Iteration 17Q: 3 clusters Score -7119994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7119997.500000 Penalty: 5341.690430
	Iteration 18Q: 3 clusters Score -7119998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7120008.000000 Penalty: 5341.690430
	Iteration 19Q: 3 clusters Score -7120008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7120013.500000 Penalty: 5341.690430
	Iteration 20F: 3 clusters Score -7120014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7120014.500000 Penalty: 5341.690430
	Iteration 21Q: 3 clusters Score -7120014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7120015.500000 Penalty: 5341.690430
	Iteration 22Q: 3 clusters Score -7120016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7120012.000000 Penalty: 5341.690430
	Iteration 23Q: 3 clusters Score -7120012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7120019.000000 Penalty: 5341.690430
	Iteration 24Q: 3 clusters Score -7120019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7120015.000000 Penalty: 5341.690430
	Iteration 25Q: 3 clusters Score -7120015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7120017.500000 Penalty: 5341.690430
	Iteration 26Q: 3 clusters Score -7120018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7120019.000000 Penalty: 5341.690430
	Iteration 27Q: 3 clusters Score -7120019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7120024.000000 Penalty: 5341.690430
	Iteration 28Q: 3 clusters Score -7120024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7120023.000000 Penalty: 5341.690430
	Iteration 29Q: 3 clusters Score -7120023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7120024.500000 Penalty: 5341.690430
	Iteration 30Q: 3 clusters Score -7120024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7120030.000000 Penalty: 5341.690430
	Iteration 31Q: 3 clusters Score -7120030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7120034.500000 Penalty: 5341.690430
	Iteration 32Q: 3 clusters Score -7120034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7120040.000000 Penalty: 5341.690430
	Iteration 33Q: 3 clusters Score -7120040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7120048.000000 Penalty: 5341.690430
	Iteration 34Q: 3 clusters Score -7120048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7120049.500000 Penalty: 5341.690430
	Iteration 35Q: 3 clusters Score -7120050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7120053.500000 Penalty: 5341.690430
	Iteration 36Q: 3 clusters Score -7120054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7120061.000000 Penalty: 5341.690430
	Iteration 37Q: 3 clusters Score -7120061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7120061.000000 Penalty: 5341.690430
	Iteration 38F: 3 clusters Score -7120061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Entering Unmasked Estep 
Score: -8091362.500000 Penalty: 2701.120605
	Iteration 0F: 2 clusters Score -8091362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -8055239.500000 Penalty: 5402.241211
	Iteration 0F: 3 clusters Score -8055240 nChanged 24812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8068911.500000 Penalty: 5402.241211
	Iteration 1F: 3 clusters Score -8068912 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -8069412.500000 Penalty: 5402.241211
	Iteration 2Q: 3 clusters Score -8069412 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -8069935.000000 Penalty: 5402.241211
	Iteration 3Q: 3 clusters Score -8069935 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8070606.500000 Penalty: 5402.241211
	Iteration 4Q: 3 clusters Score -8070606 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -8071463.500000 Penalty: 5402.241211
	Iteration 5Q: 3 clusters Score -8071464 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -8072688.000000 Penalty: 5402.241211
	Iteration 6Q: 3 clusters Score -8072688 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -8074522.500000 Penalty: 5402.241211
	Iteration 7F: 3 clusters Score -8074522 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8077315.000000 Penalty: 5402.241211
	Iteration 8F: 3 clusters Score -8077315 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8080705.500000 Penalty: 5402.241211
	Iteration 9F: 3 clusters Score -8080706 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8083865.000000 Penalty: 5402.241211
	Iteration 10F: 3 clusters Score -8083865 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -8086251.000000 Penalty: 5402.241211
	Iteration 11F: 3 clusters Score -8086251 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -8087616.000000 Penalty: 5402.241211
	Iteration 12Q: 3 clusters Score -8087616 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -8088298.000000 Penalty: 5402.241211
	Iteration 13Q: 3 clusters Score -8088298 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -8088608.000000 Penalty: 5402.241211
	Iteration 14Q: 3 clusters Score -8088608 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -8088770.500000 Penalty: 5402.241211
	Iteration 15Q: 3 clusters Score -8088770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -8088872.500000 Penalty: 5402.241211
	Iteration 16Q: 3 clusters Score -8088872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -8088951.000000 Penalty: 5402.241211
	Iteration 17Q: 3 clusters Score -8088951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -8089002.000000 Penalty: 5402.241211
	Iteration 18Q: 3 clusters Score -8089002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -8089031.500000 Penalty: 5402.241211
	Iteration 19Q: 3 clusters Score -8089032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -8089059.000000 Penalty: 5402.241211
	Iteration 20F: 3 clusters Score -8089059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -8089085.000000 Penalty: 5402.241211
	Iteration 21Q: 3 clusters Score -8089085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -8089097.000000 Penalty: 5402.241211
	Iteration 22Q: 3 clusters Score -8089097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -8089125.000000 Penalty: 5402.241211
	Iteration 23Q: 3 clusters Score -8089125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8089133.500000 Penalty: 5402.241211
	Iteration 24Q: 3 clusters Score -8089134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -8089127.000000 Penalty: 5402.241211
	Iteration 25Q: 3 clusters Score -8089127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -8089125.500000 Penalty: 5402.241211
	Iteration 26Q: 3 clusters Score -8089126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -8089128.000000 Penalty: 5402.241211
	Iteration 27Q: 3 clusters Score -8089128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -8089128.000000 Penalty: 5402.241211
	Iteration 28F: 3 clusters Score -8089128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 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 200 members 
Entering Unmasked Estep 
Score: -54435.902344 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54435.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54756.476562 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54756.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54917.097656 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -54917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54966.437500 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -54966.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54997.339844 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -54997.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55024.164062 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -55024.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55038.339844 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55038.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55059.843750 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55059.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55062.656250 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55062.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55067.613281 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55067.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55069.445312 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55069.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55069.445312 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -55069.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Entering Unmasked Estep 
Score: -9409101.000000 Penalty: 2731.609619
	Iteration 0F: 2 clusters Score -9409101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -9368393.000000 Penalty: 5463.219238
	Iteration 0F: 3 clusters Score -9368393 nChanged 28255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -9383955.000000 Penalty: 5463.219238
	Iteration 1F: 3 clusters Score -9383955 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -9384494.000000 Penalty: 5463.219238
	Iteration 2Q: 3 clusters Score -9384494 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -9384988.000000 Penalty: 5463.219238
	Iteration 3Q: 3 clusters Score -9384988 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9385480.000000 Penalty: 5463.219238
	Iteration 4Q: 3 clusters Score -9385480 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -9386001.000000 Penalty: 5463.219238
	Iteration 5Q: 3 clusters Score -9386001 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9386730.000000 Penalty: 5463.219238
	Iteration 6Q: 3 clusters Score -9386730 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -9387717.000000 Penalty: 5463.219238
	Iteration 7Q: 3 clusters Score -9387717 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -9389291.000000 Penalty: 5463.219238
	Iteration 8Q: 3 clusters Score -9389291 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -9391492.000000 Penalty: 5463.219238
	Iteration 9F: 3 clusters Score -9391492 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -9394795.000000 Penalty: 5463.219238
	Iteration 10F: 3 clusters Score -9394795 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -9398589.000000 Penalty: 5463.219238
	Iteration 11F: 3 clusters Score -9398589 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -9402023.000000 Penalty: 5463.219238
	Iteration 12F: 3 clusters Score -9402023 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9404373.000000 Penalty: 5463.219238
	Iteration 13Q: 3 clusters Score -9404373 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9405633.000000 Penalty: 5463.219238
	Iteration 14Q: 3 clusters Score -9405633 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9406195.000000 Penalty: 5463.219238
	Iteration 15Q: 3 clusters Score -9406195 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9406434.000000 Penalty: 5463.219238
	Iteration 16Q: 3 clusters Score -9406434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9406540.000000 Penalty: 5463.219238
	Iteration 17Q: 3 clusters Score -9406540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9406587.000000 Penalty: 5463.219238
	Iteration 18Q: 3 clusters Score -9406587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9406629.000000 Penalty: 5463.219238
	Iteration 19Q: 3 clusters Score -9406629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9406644.000000 Penalty: 5463.219238
	Iteration 20F: 3 clusters Score -9406644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9406658.000000 Penalty: 5463.219238
	Iteration 21Q: 3 clusters Score -9406658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9406663.000000 Penalty: 5463.219238
	Iteration 22Q: 3 clusters Score -9406663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9406680.000000 Penalty: 5463.219238
	Iteration 23Q: 3 clusters Score -9406680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9406686.000000 Penalty: 5463.219238
	Iteration 24Q: 3 clusters Score -9406686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9406692.000000 Penalty: 5463.219238
	Iteration 25Q: 3 clusters Score -9406692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9406704.000000 Penalty: 5463.219238
	Iteration 26Q: 3 clusters Score -9406704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9406708.000000 Penalty: 5463.219238
	Iteration 27Q: 3 clusters Score -9406708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9406709.000000 Penalty: 5463.219238
	Iteration 28Q: 3 clusters Score -9406709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9406709.000000 Penalty: 5463.219238
	Iteration 29F: 3 clusters Score -9406709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Entering Unmasked Estep 
Score: -3197333.500000 Penalty: 2480.624512
	Iteration 0F: 2 clusters Score -3197334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3181879.750000 Penalty: 4961.249023
	Iteration 0F: 3 clusters Score -3181880 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3187199.750000 Penalty: 4961.249023
	Iteration 1F: 3 clusters Score -3187200 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3187777.250000 Penalty: 4961.249023
	Iteration 2F: 3 clusters Score -3187777 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3188201.000000 Penalty: 4961.249023
	Iteration 3F: 3 clusters Score -3188201 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3188553.750000 Penalty: 4961.249023
	Iteration 4Q: 3 clusters Score -3188554 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3188915.000000 Penalty: 4961.249023
	Iteration 5Q: 3 clusters Score -3188915 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3189218.750000 Penalty: 4961.249023
	Iteration 6Q: 3 clusters Score -3189219 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3189526.250000 Penalty: 4961.249023
	Iteration 7Q: 3 clusters Score -3189526 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3189854.500000 Penalty: 4961.249023
	Iteration 8Q: 3 clusters Score -3189854 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3190157.750000 Penalty: 4961.249023
	Iteration 9Q: 3 clusters Score -3190158 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3190519.500000 Penalty: 4961.249023
	Iteration 10Q: 3 clusters Score -3190520 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3190890.000000 Penalty: 4961.249023
	Iteration 11Q: 3 clusters Score -3190890 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3191304.500000 Penalty: 4961.249023
	Iteration 12Q: 3 clusters Score -3191304 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3191748.500000 Penalty: 4961.249023
	Iteration 13Q: 3 clusters Score -3191748 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3192260.500000 Penalty: 4961.249023
	Iteration 14Q: 3 clusters Score -3192260 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3192747.250000 Penalty: 4961.249023
	Iteration 15Q: 3 clusters Score -3192747 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3193124.750000 Penalty: 4961.249023
	Iteration 16Q: 3 clusters Score -3193125 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3193484.750000 Penalty: 4961.249023
	Iteration 17Q: 3 clusters Score -3193485 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3193813.000000 Penalty: 4961.249023
	Iteration 18Q: 3 clusters Score -3193813 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3194095.500000 Penalty: 4961.249023
	Iteration 19Q: 3 clusters Score -3194096 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3194315.000000 Penalty: 4961.249023
	Iteration 20F: 3 clusters Score -3194315 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3194495.250000 Penalty: 4961.249023
	Iteration 21Q: 3 clusters Score -3194495 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3194656.250000 Penalty: 4961.249023
	Iteration 22Q: 3 clusters Score -3194656 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3194760.750000 Penalty: 4961.249023
	Iteration 23Q: 3 clusters Score -3194761 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3194858.500000 Penalty: 4961.249023
	Iteration 24Q: 3 clusters Score -3194858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3194942.000000 Penalty: 4961.249023
	Iteration 25Q: 3 clusters Score -3194942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3194998.500000 Penalty: 4961.249023
	Iteration 26Q: 3 clusters Score -3194998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3195053.000000 Penalty: 4961.249023
	Iteration 27Q: 3 clusters Score -3195053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3195079.000000 Penalty: 4961.249023
	Iteration 28Q: 3 clusters Score -3195079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3195097.500000 Penalty: 4961.249023
	Iteration 29Q: 3 clusters Score -3195098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3195121.750000 Penalty: 4961.249023
	Iteration 30Q: 3 clusters Score -3195122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3195145.500000 Penalty: 4961.249023
	Iteration 31Q: 3 clusters Score -3195146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3195165.500000 Penalty: 4961.249023
	Iteration 32Q: 3 clusters Score -3195166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3195176.250000 Penalty: 4961.249023
	Iteration 33Q: 3 clusters Score -3195176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3195188.750000 Penalty: 4961.249023
	Iteration 34Q: 3 clusters Score -3195189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3195203.750000 Penalty: 4961.249023
	Iteration 35Q: 3 clusters Score -3195204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3195207.750000 Penalty: 4961.249023
	Iteration 36Q: 3 clusters Score -3195208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3195213.250000 Penalty: 4961.249023
	Iteration 37Q: 3 clusters Score -3195213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3195226.750000 Penalty: 4961.249023
	Iteration 38Q: 3 clusters Score -3195227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3195233.250000 Penalty: 4961.249023
	Iteration 39Q: 3 clusters Score -3195233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3195243.000000 Penalty: 4961.249023
	Iteration 40F: 3 clusters Score -3195243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3195250.750000 Penalty: 4961.249023
	Iteration 41Q: 3 clusters Score -3195251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3195252.250000 Penalty: 4961.249023
	Iteration 42Q: 3 clusters Score -3195252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3195257.250000 Penalty: 4961.249023
	Iteration 43Q: 3 clusters Score -3195257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3195271.000000 Penalty: 4961.249023
	Iteration 44Q: 3 clusters Score -3195271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3195279.000000 Penalty: 4961.249023
	Iteration 45Q: 3 clusters Score -3195279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3195286.750000 Penalty: 4961.249023
	Iteration 46Q: 3 clusters Score -3195287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3195291.250000 Penalty: 4961.249023
	Iteration 47Q: 3 clusters Score -3195291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3195290.750000 Penalty: 4961.249023
	Iteration 48Q: 3 clusters Score -3195291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3195297.500000 Penalty: 4961.249023
	Iteration 49Q: 3 clusters Score -3195298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3195304.000000 Penalty: 4961.249023
	Iteration 50Q: 3 clusters Score -3195304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3195304.000000 Penalty: 4961.249023
	Iteration 51Q: 3 clusters Score -3195304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3195304.500000 Penalty: 4961.249023
	Iteration 52Q: 3 clusters Score -3195304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3195309.000000 Penalty: 4961.249023
	Iteration 53Q: 3 clusters Score -3195309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3195317.500000 Penalty: 4961.249023
	Iteration 54Q: 3 clusters Score -3195318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3195327.000000 Penalty: 4961.249023
	Iteration 55Q: 3 clusters Score -3195327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3195334.500000 Penalty: 4961.249023
	Iteration 56Q: 3 clusters Score -3195334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3195335.000000 Penalty: 4961.249023
	Iteration 57Q: 3 clusters Score -3195335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3195339.000000 Penalty: 4961.249023
	Iteration 58Q: 3 clusters Score -3195339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3195343.250000 Penalty: 4961.249023
	Iteration 59Q: 3 clusters Score -3195343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3195344.000000 Penalty: 4961.249023
	Iteration 60F: 3 clusters Score -3195344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3195344.500000 Penalty: 4961.249023
	Iteration 61Q: 3 clusters Score -3195344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3195345.750000 Penalty: 4961.249023
	Iteration 62Q: 3 clusters Score -3195346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3195346.000000 Penalty: 4961.249023
	Iteration 63Q: 3 clusters Score -3195346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3195352.750000 Penalty: 4961.249023
	Iteration 64Q: 3 clusters Score -3195353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3195351.000000 Penalty: 4961.249023
	Iteration 65Q: 3 clusters Score -3195351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3195354.250000 Penalty: 4961.249023
	Iteration 66Q: 3 clusters Score -3195354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3195354.250000 Penalty: 4961.249023
	Iteration 67F: 3 clusters Score -3195354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -304926.593750 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -304926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -302293.218750 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -302293.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -302732.531250 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -302732.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302841.062500 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -302841.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302901.531250 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -302901.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302935.562500 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -302935.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -302962.718750 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -302962.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -302975.625000 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -302975.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -302990.906250 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -302990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303004.875000 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -303004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -303017.843750 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -303017.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -303027.625000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -303027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -303040.875000 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -303040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -303051.875000 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -303051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303061.312500 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -303061.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -303072.375000 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -303072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -303084.312500 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -303084.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303096.281250 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -303096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303098.562500 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -303098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303098.562500 Penalty: 3763.808594
	Iteration 18F: 3 clusters Score -303098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 128 members 
Entering Unmasked Estep 
Score: -27890.199219 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27890.2 nChanged 27
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: -28001.171875 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28001.17 nChanged 10
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: -28043.792969 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28043.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28053.507812 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28053.51 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: -28059.351562 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28059.35 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: -28059.351562 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -28059.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Entering Unmasked Estep 
Score: -7178113.500000 Penalty: 2663.175537
	Iteration 0F: 2 clusters Score -7178114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -7146909.500000 Penalty: 5326.351074
	Iteration 0F: 3 clusters Score -7146910 nChanged 21284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -7158678.500000 Penalty: 5326.351074
	Iteration 1F: 3 clusters Score -7158678 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7159131.500000 Penalty: 5326.351074
	Iteration 2Q: 3 clusters Score -7159132 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7159460.000000 Penalty: 5326.351074
	Iteration 3Q: 3 clusters Score -7159460 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -7159755.500000 Penalty: 5326.351074
	Iteration 4Q: 3 clusters Score -7159756 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -7160051.500000 Penalty: 5326.351074
	Iteration 5Q: 3 clusters Score -7160052 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7160372.000000 Penalty: 5326.351074
	Iteration 6Q: 3 clusters Score -7160372 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -7160656.500000 Penalty: 5326.351074
	Iteration 7Q: 3 clusters Score -7160656 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7160985.000000 Penalty: 5326.351074
	Iteration 8Q: 3 clusters Score -7160985 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -7161408.000000 Penalty: 5326.351074
	Iteration 9Q: 3 clusters Score -7161408 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -7162128.000000 Penalty: 5326.351074
	Iteration 10Q: 3 clusters Score -7162128 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7163116.000000 Penalty: 5326.351074
	Iteration 11Q: 3 clusters Score -7163116 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -7164543.500000 Penalty: 5326.351074
	Iteration 12F: 3 clusters Score -7164544 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -7166445.000000 Penalty: 5326.351074
	Iteration 13F: 3 clusters Score -7166445 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -7168515.500000 Penalty: 5326.351074
	Iteration 14F: 3 clusters Score -7168516 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -7170183.500000 Penalty: 5326.351074
	Iteration 15Q: 3 clusters Score -7170184 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -7171307.500000 Penalty: 5326.351074
	Iteration 16Q: 3 clusters Score -7171308 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -7172109.000000 Penalty: 5326.351074
	Iteration 17Q: 3 clusters Score -7172109 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7172679.000000 Penalty: 5326.351074
	Iteration 18Q: 3 clusters Score -7172679 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7173091.000000 Penalty: 5326.351074
	Iteration 19Q: 3 clusters Score -7173091 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -7173461.500000 Penalty: 5326.351074
	Iteration 20F: 3 clusters Score -7173462 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -7173782.500000 Penalty: 5326.351074
	Iteration 21Q: 3 clusters Score -7173782 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -7174028.500000 Penalty: 5326.351074
	Iteration 22Q: 3 clusters Score -7174028 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7174229.500000 Penalty: 5326.351074
	Iteration 23Q: 3 clusters Score -7174230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -7174407.500000 Penalty: 5326.351074
	Iteration 24Q: 3 clusters Score -7174408 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7174563.500000 Penalty: 5326.351074
	Iteration 25Q: 3 clusters Score -7174564 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7174660.500000 Penalty: 5326.351074
	Iteration 26Q: 3 clusters Score -7174660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7174784.000000 Penalty: 5326.351074
	Iteration 27Q: 3 clusters Score -7174784 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7174862.500000 Penalty: 5326.351074
	Iteration 28Q: 3 clusters Score -7174862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7174943.500000 Penalty: 5326.351074
	Iteration 29Q: 3 clusters Score -7174944 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7175017.000000 Penalty: 5326.351074
	Iteration 30Q: 3 clusters Score -7175017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7175064.500000 Penalty: 5326.351074
	Iteration 31Q: 3 clusters Score -7175064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7175141.000000 Penalty: 5326.351074
	Iteration 32Q: 3 clusters Score -7175141 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7175212.500000 Penalty: 5326.351074
	Iteration 33Q: 3 clusters Score -7175212 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7175256.500000 Penalty: 5326.351074
	Iteration 34Q: 3 clusters Score -7175256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7175301.500000 Penalty: 5326.351074
	Iteration 35Q: 3 clusters Score -7175302 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7175370.500000 Penalty: 5326.351074
	Iteration 36Q: 3 clusters Score -7175370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7175397.000000 Penalty: 5326.351074
	Iteration 37Q: 3 clusters Score -7175397 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7175436.000000 Penalty: 5326.351074
	Iteration 38Q: 3 clusters Score -7175436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7175481.500000 Penalty: 5326.351074
	Iteration 39Q: 3 clusters Score -7175482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7175498.000000 Penalty: 5326.351074
	Iteration 40F: 3 clusters Score -7175498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7175523.500000 Penalty: 5326.351074
	Iteration 41Q: 3 clusters Score -7175524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7175567.000000 Penalty: 5326.351074
	Iteration 42Q: 3 clusters Score -7175567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7175581.000000 Penalty: 5326.351074
	Iteration 43Q: 3 clusters Score -7175581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7175608.000000 Penalty: 5326.351074
	Iteration 44Q: 3 clusters Score -7175608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7175623.500000 Penalty: 5326.351074
	Iteration 45Q: 3 clusters Score -7175624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7175640.000000 Penalty: 5326.351074
	Iteration 46Q: 3 clusters Score -7175640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7175655.500000 Penalty: 5326.351074
	Iteration 47Q: 3 clusters Score -7175656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7175671.000000 Penalty: 5326.351074
	Iteration 48Q: 3 clusters Score -7175671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7175666.500000 Penalty: 5326.351074
	Iteration 49Q: 3 clusters Score -7175666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7175665.500000 Penalty: 5326.351074
	Iteration 50Q: 3 clusters Score -7175666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7175680.500000 Penalty: 5326.351074
	Iteration 51Q: 3 clusters Score -7175680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7175688.500000 Penalty: 5326.351074
	Iteration 52Q: 3 clusters Score -7175688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7175689.000000 Penalty: 5326.351074
	Iteration 53Q: 3 clusters Score -7175689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7175697.000000 Penalty: 5326.351074
	Iteration 54Q: 3 clusters Score -7175697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7175711.500000 Penalty: 5326.351074
	Iteration 55Q: 3 clusters Score -7175712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7175714.500000 Penalty: 5326.351074
	Iteration 56Q: 3 clusters Score -7175714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7175722.500000 Penalty: 5326.351074
	Iteration 57Q: 3 clusters Score -7175722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7175723.500000 Penalty: 5326.351074
	Iteration 58Q: 3 clusters Score -7175724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7175727.500000 Penalty: 5326.351074
	Iteration 59Q: 3 clusters Score -7175728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7175731.500000 Penalty: 5326.351074
	Iteration 60F: 3 clusters Score -7175732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7175736.500000 Penalty: 5326.351074
	Iteration 61Q: 3 clusters Score -7175736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7175758.500000 Penalty: 5326.351074
	Iteration 62Q: 3 clusters Score -7175758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7175748.500000 Penalty: 5326.351074
	Iteration 63Q: 3 clusters Score -7175748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7175745.000000 Penalty: 5326.351074
	Iteration 64Q: 3 clusters Score -7175745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7175747.000000 Penalty: 5326.351074
	Iteration 65Q: 3 clusters Score -7175747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7175743.500000 Penalty: 5326.351074
	Iteration 66Q: 3 clusters Score -7175744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7175753.000000 Penalty: 5326.351074
	Iteration 67Q: 3 clusters Score -7175753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7175749.500000 Penalty: 5326.351074
	Iteration 68Q: 3 clusters Score -7175750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7175749.500000 Penalty: 5326.351074
	Iteration 69F: 3 clusters Score -7175750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -370951.125000 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -370951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -367796.781250 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -367796.8 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368628.812500 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -368628.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -368901.000000 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -368901 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -369082.218750 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -369082.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -369260.250000 Penalty: 3952.458252
	Iteration 4F: 3 clusters Score -369260.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -369416.562500 Penalty: 3952.458252
	Iteration 5F: 3 clusters Score -369416.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -369528.500000 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -369528.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -369615.218750 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -369615.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -369678.562500 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -369678.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -369728.781250 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -369728.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -369777.562500 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -369777.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -369830.468750 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -369830.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369880.375000 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -369880.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -369939.625000 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -369939.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -370007.437500 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -370007.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -370048.375000 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -370048.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -370076.531250 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -370076.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -370097.125000 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -370097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -370112.218750 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -370112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -370124.250000 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -370124.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -370135.718750 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -370135.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370145.000000 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -370145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370150.281250 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -370150.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -370158.031250 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -370158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370164.500000 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -370164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370166.906250 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -370166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -370168.781250 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -370168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370170.625000 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -370170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370171.750000 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -370171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370171.750000 Penalty: 3952.458252
	Iteration 29F: 3 clusters Score -370171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 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 73 members 
Entering Unmasked Estep 
Score: -17310.763672 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17310.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17384.451172 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17384.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17396.734375 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17396.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17396.734375 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -17396.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -901108.312500 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -901108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -895975.562500 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -895975.6 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -897235.000000 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -897235 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -897477.375000 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -897477.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -897648.500000 Penalty: 4318.419434
	Iteration 3F: 3 clusters Score -897648.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -897778.000000 Penalty: 4318.419434
	Iteration 4Q: 3 clusters Score -897778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -897890.437500 Penalty: 4318.419434
	Iteration 5Q: 3 clusters Score -897890.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -897980.500000 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -897980.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -898058.250000 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -898058.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -898141.000000 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -898141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -898227.125000 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -898227.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -898312.812500 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -898312.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -898384.000000 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -898384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -898469.500000 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -898469.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -898564.875000 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -898564.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -898656.250000 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -898656.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -898747.125000 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -898747.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -898844.687500 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -898844.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -898930.187500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -898930.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -899017.625000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -899017.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -899077.937500 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -899077.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -899127.562500 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -899127.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -899164.875000 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -899164.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -899197.062500 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -899197.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -899237.000000 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -899237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -899266.625000 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -899266.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -899288.562500 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -899288.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -899307.875000 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -899307.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -899318.500000 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -899318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -899326.187500 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -899326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -899339.000000 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -899339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -899349.750000 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -899349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -899356.125000 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -899356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -899360.500000 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -899360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -899363.500000 Penalty: 4318.419434
	Iteration 33Q: 3 clusters Score -899363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -899365.000000 Penalty: 4318.419434
	Iteration 34Q: 3 clusters Score -899365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -899367.250000 Penalty: 4318.419434
	Iteration 35Q: 3 clusters Score -899367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -899370.125000 Penalty: 4318.419434
	Iteration 36Q: 3 clusters Score -899370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -899372.125000 Penalty: 4318.419434
	Iteration 37Q: 3 clusters Score -899372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -899372.875000 Penalty: 4318.419434
	Iteration 38Q: 3 clusters Score -899372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -899373.500000 Penalty: 4318.419434
	Iteration 39Q: 3 clusters Score -899373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -899373.500000 Penalty: 4318.419434
	Iteration 40F: 3 clusters Score -899373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32541 members 
Mstep: Class 5 contains 101545 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38807 members 
Mstep: Class 10 contains 114933 members 
Mstep: Class 11 contains 103549 members 
Mstep: Class 12 contains 67390 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93825 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60752 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46102 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 439Q: 29 clusters Score -1.378036e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32551 members 
Mstep: Class 5 contains 101541 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68268 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38807 members 
Mstep: Class 10 contains 114935 members 
Mstep: Class 11 contains 103539 members 
Mstep: Class 12 contains 67394 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93824 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60743 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46105 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803520.000000 Penalty: 95326.062500
Iteration 440F: 29 clusters Score -1.378035e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32551 members 
Mstep: Class 5 contains 101540 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68271 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38808 members 
Mstep: Class 10 contains 114930 members 
Mstep: Class 11 contains 103539 members 
Mstep: Class 12 contains 67394 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93825 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60737 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46108 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803520.000000 Penalty: 95326.062500
Iteration 441Q: 29 clusters Score -1.378035e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32551 members 
Mstep: Class 5 contains 101537 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68270 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38808 members 
Mstep: Class 10 contains 114930 members 
Mstep: Class 11 contains 103538 members 
Mstep: Class 12 contains 67395 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93829 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53732 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60731 members 
Mstep: Class 22 contains 22083 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46109 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 442Q: 29 clusters Score -1.378036e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32555 members 
Mstep: Class 5 contains 101537 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68268 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38808 members 
Mstep: Class 10 contains 114931 members 
Mstep: Class 11 contains 103536 members 
Mstep: Class 12 contains 67398 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93827 members 
Mstep: Class 18 contains 47551 members 
Mstep: Class 19 contains 53736 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60723 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46113 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 443Q: 29 clusters Score -1.378036e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 32557 members 
Mstep: Class 5 contains 101534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68266 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38808 members 
Mstep: Class 10 contains 114931 members 
Mstep: Class 11 contains 103539 members 
Mstep: Class 12 contains 67398 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93829 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 53738 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60720 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46112 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 444Q: 29 clusters Score -1.378036e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32558 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38807 members 
Mstep: Class 10 contains 114930 members 
Mstep: Class 11 contains 103539 members 
Mstep: Class 12 contains 67400 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93832 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 53740 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60718 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46111 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803488.000000 Penalty: 95326.062500
Iteration 445Q: 29 clusters Score -1.378035e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32559 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114926 members 
Mstep: Class 11 contains 103537 members 
Mstep: Class 12 contains 67402 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93831 members 
Mstep: Class 18 contains 47551 members 
Mstep: Class 19 contains 53741 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60716 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46111 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803520.000000 Penalty: 95326.062500
Iteration 446Q: 29 clusters Score -1.378035e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32560 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38811 members 
Mstep: Class 10 contains 114918 members 
Mstep: Class 11 contains 103541 members 
Mstep: Class 12 contains 67402 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93829 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 53742 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60716 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46114 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 447Q: 29 clusters Score -1.378036e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32561 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114913 members 
Mstep: Class 11 contains 103544 members 
Mstep: Class 12 contains 67402 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93832 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 53746 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60714 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46113 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803536.000000 Penalty: 95326.062500
Iteration 448Q: 29 clusters Score -1.378035e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32562 members 
Mstep: Class 5 contains 101536 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114908 members 
Mstep: Class 11 contains 103546 members 
Mstep: Class 12 contains 67400 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93831 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 53750 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60714 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46113 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803536.000000 Penalty: 95326.062500
Iteration 449Q: 29 clusters Score -1.378035e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32562 members 
Mstep: Class 5 contains 101537 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114906 members 
Mstep: Class 11 contains 103548 members 
Mstep: Class 12 contains 67402 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93828 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 53751 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60712 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46114 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803488.000000 Penalty: 95326.062500
Iteration 450Q: 29 clusters Score -1.378035e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32563 members 
Mstep: Class 5 contains 101537 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114904 members 
Mstep: Class 11 contains 103550 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93828 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53751 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60708 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46115 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 451Q: 29 clusters Score -1.378036e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32566 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 114901 members 
Mstep: Class 11 contains 103552 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93828 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60706 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46115 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 452Q: 29 clusters Score -1.378036e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32571 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 114901 members 
Mstep: Class 11 contains 103551 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93826 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60705 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46114 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 453Q: 29 clusters Score -1.378036e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32574 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 114901 members 
Mstep: Class 11 contains 103550 members 
Mstep: Class 12 contains 67402 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93824 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60705 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46114 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 454Q: 29 clusters Score -1.378036e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32578 members 
Mstep: Class 5 contains 101534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 114899 members 
Mstep: Class 11 contains 103549 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93820 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60706 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46114 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 455Q: 29 clusters Score -1.378036e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32583 members 
Mstep: Class 5 contains 101534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38810 members 
Mstep: Class 10 contains 114900 members 
Mstep: Class 11 contains 103551 members 
Mstep: Class 12 contains 67400 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93816 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60703 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46115 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 456Q: 29 clusters Score -1.378036e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32585 members 
Mstep: Class 5 contains 101536 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38811 members 
Mstep: Class 10 contains 114897 members 
Mstep: Class 11 contains 103552 members 
Mstep: Class 12 contains 67398 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93817 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60700 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46115 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 457Q: 29 clusters Score -1.378036e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32589 members 
Mstep: Class 5 contains 101536 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38811 members 
Mstep: Class 10 contains 114897 members 
Mstep: Class 11 contains 103548 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93814 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60699 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46115 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 458Q: 29 clusters Score -1.378036e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32594 members 
Mstep: Class 5 contains 101536 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38812 members 
Mstep: Class 10 contains 114896 members 
Mstep: Class 11 contains 103545 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93813 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60698 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46116 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 459Q: 29 clusters Score -1.378036e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32597 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38813 members 
Mstep: Class 10 contains 114893 members 
Mstep: Class 11 contains 103546 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93807 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 53753 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60698 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46117 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 460F: 29 clusters Score -1.378036e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32602 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38814 members 
Mstep: Class 10 contains 114894 members 
Mstep: Class 11 contains 103549 members 
Mstep: Class 12 contains 67404 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93801 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60697 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46116 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 461Q: 29 clusters Score -1.378036e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32610 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38814 members 
Mstep: Class 10 contains 114896 members 
Mstep: Class 11 contains 103551 members 
Mstep: Class 12 contains 67404 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93796 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53751 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60696 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46116 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 462Q: 29 clusters Score -1.378036e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32616 members 
Mstep: Class 5 contains 101531 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68259 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38817 members 
Mstep: Class 10 contains 114891 members 
Mstep: Class 11 contains 103550 members 
Mstep: Class 12 contains 67405 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93797 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60694 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46116 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803712.000000 Penalty: 95326.062500
Iteration 463Q: 29 clusters Score -1.378037e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32616 members 
Mstep: Class 5 contains 101531 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68259 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38820 members 
Mstep: Class 10 contains 114888 members 
Mstep: Class 11 contains 103547 members 
Mstep: Class 12 contains 67408 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19219 members 
Mstep: Class 17 contains 93799 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60689 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46119 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 464Q: 29 clusters Score -1.378036e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32616 members 
Mstep: Class 5 contains 101532 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68259 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38822 members 
Mstep: Class 10 contains 114889 members 
Mstep: Class 11 contains 103546 members 
Mstep: Class 12 contains 67409 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 17 contains 93796 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60686 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46122 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 465Q: 29 clusters Score -1.378036e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32623 members 
Mstep: Class 5 contains 101535 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68258 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38822 members 
Mstep: Class 10 contains 114885 members 
Mstep: Class 11 contains 103546 members 
Mstep: Class 12 contains 67410 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19219 members 
Mstep: Class 17 contains 93792 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53756 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60684 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46120 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 466Q: 29 clusters Score -1.378036e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32632 members 
Mstep: Class 5 contains 101534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68256 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38822 members 
Mstep: Class 10 contains 114883 members 
Mstep: Class 11 contains 103541 members 
Mstep: Class 12 contains 67410 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 93789 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53757 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60683 members 
Mstep: Class 22 contains 22079 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46123 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803616.000000 Penalty: 95326.062500
Iteration 467Q: 29 clusters Score -1.378036e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32641 members 
Mstep: Class 5 contains 101531 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68253 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114885 members 
Mstep: Class 11 contains 103532 members 
Mstep: Class 12 contains 67410 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93787 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53759 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60682 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46125 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803696.000000 Penalty: 95326.062500
Iteration 468Q: 29 clusters Score -1.378037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11297 members 
Mstep: Class 4 contains 32653 members 
Mstep: Class 5 contains 101530 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 114882 members 
Mstep: Class 11 contains 103528 members 
Mstep: Class 12 contains 67412 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93790 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53759 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60677 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46126 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 469Q: 29 clusters Score -1.378036e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 32667 members 
Mstep: Class 5 contains 101532 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114878 members 
Mstep: Class 11 contains 103521 members 
Mstep: Class 12 contains 67411 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93784 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53760 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60672 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46131 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 470Q: 29 clusters Score -1.378036e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 32668 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114873 members 
Mstep: Class 11 contains 103515 members 
Mstep: Class 12 contains 67414 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93781 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53768 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60667 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46136 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 471Q: 29 clusters Score -1.378036e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32675 members 
Mstep: Class 5 contains 101528 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68251 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38823 members 
Mstep: Class 10 contains 114869 members 
Mstep: Class 11 contains 103514 members 
Mstep: Class 12 contains 67415 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93777 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60665 members 
Mstep: Class 22 contains 22084 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46138 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803552.000000 Penalty: 95326.062500
Iteration 472Q: 29 clusters Score -1.378036e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32685 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114862 members 
Mstep: Class 11 contains 103517 members 
Mstep: Class 12 contains 67416 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93777 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60661 members 
Mstep: Class 22 contains 22083 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46139 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 473Q: 29 clusters Score -1.378036e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32690 members 
Mstep: Class 5 contains 101526 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38823 members 
Mstep: Class 10 contains 114859 members 
Mstep: Class 11 contains 103512 members 
Mstep: Class 12 contains 67420 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93777 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53772 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60657 members 
Mstep: Class 22 contains 22084 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46141 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 474Q: 29 clusters Score -1.378036e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32697 members 
Mstep: Class 5 contains 101522 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38822 members 
Mstep: Class 10 contains 114862 members 
Mstep: Class 11 contains 103512 members 
Mstep: Class 12 contains 67420 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93774 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53772 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60654 members 
Mstep: Class 22 contains 22084 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46143 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803552.000000 Penalty: 95326.062500
Iteration 475Q: 29 clusters Score -1.378036e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32705 members 
Mstep: Class 5 contains 101517 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68247 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38823 members 
Mstep: Class 10 contains 114868 members 
Mstep: Class 11 contains 103512 members 
Mstep: Class 12 contains 67420 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19221 members 
Mstep: Class 17 contains 93769 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53770 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60652 members 
Mstep: Class 22 contains 22084 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46144 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803536.000000 Penalty: 95326.062500
Iteration 476Q: 29 clusters Score -1.378035e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32713 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68245 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38826 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103508 members 
Mstep: Class 12 contains 67422 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93767 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53770 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60650 members 
Mstep: Class 22 contains 22084 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46144 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803616.000000 Penalty: 95326.062500
Iteration 477Q: 29 clusters Score -1.378036e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32721 members 
Mstep: Class 5 contains 101510 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68247 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 114874 members 
Mstep: Class 11 contains 103498 members 
Mstep: Class 12 contains 67423 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93764 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60647 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46144 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 478Q: 29 clusters Score -1.378036e+08 nChanged 52
Entering ConstructFrom: 
Score: -137803600.000000 Penalty: 95326.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -1441777.125000 Penalty: 2285.030762
	Iteration 0F: 2 clusters Score -1441777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1434019.000000 Penalty: 4570.061523
	Iteration 0F: 3 clusters Score -1434019 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1436256.875000 Penalty: 4570.061523
	Iteration 1F: 3 clusters Score -1436257 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1436540.875000 Penalty: 4570.061523
	Iteration 2F: 3 clusters Score -1436541 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1436722.625000 Penalty: 4570.061523
	Iteration 3Q: 3 clusters Score -1436723 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1436869.125000 Penalty: 4570.061523
	Iteration 4Q: 3 clusters Score -1436869 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1436997.250000 Penalty: 4570.061523
	Iteration 5Q: 3 clusters Score -1436997 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1437125.625000 Penalty: 4570.061523
	Iteration 6Q: 3 clusters Score -1437126 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1437249.750000 Penalty: 4570.061523
	Iteration 7Q: 3 clusters Score -1437250 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1437373.000000 Penalty: 4570.061523
	Iteration 8Q: 3 clusters Score -1437373 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1437507.500000 Penalty: 4570.061523
	Iteration 9Q: 3 clusters Score -1437508 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1437627.250000 Penalty: 4570.061523
	Iteration 10Q: 3 clusters Score -1437627 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1437747.625000 Penalty: 4570.061523
	Iteration 11Q: 3 clusters Score -1437748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1437867.625000 Penalty: 4570.061523
	Iteration 12Q: 3 clusters Score -1437868 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1437976.375000 Penalty: 4570.061523
	Iteration 13Q: 3 clusters Score -1437976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1438079.125000 Penalty: 4570.061523
	Iteration 14Q: 3 clusters Score -1438079 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1438192.125000 Penalty: 4570.061523
	Iteration 15Q: 3 clusters Score -1438192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1438307.625000 Penalty: 4570.061523
	Iteration 16Q: 3 clusters Score -1438308 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1438413.500000 Penalty: 4570.061523
	Iteration 17Q: 3 clusters Score -1438414 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1438510.750000 Penalty: 4570.061523
	Iteration 18Q: 3 clusters Score -1438511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1438599.250000 Penalty: 4570.061523
	Iteration 19Q: 3 clusters Score -1438599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1438671.375000 Penalty: 4570.061523
	Iteration 20F: 3 clusters Score -1438671 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1438751.125000 Penalty: 4570.061523
	Iteration 21Q: 3 clusters Score -1438751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1438809.875000 Penalty: 4570.061523
	Iteration 22Q: 3 clusters Score -1438810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1438862.625000 Penalty: 4570.061523
	Iteration 23Q: 3 clusters Score -1438863 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1438918.500000 Penalty: 4570.061523
	Iteration 24Q: 3 clusters Score -1438918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1438979.250000 Penalty: 4570.061523
	Iteration 25Q: 3 clusters Score -1438979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1439041.250000 Penalty: 4570.061523
	Iteration 26Q: 3 clusters Score -1439041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1439099.500000 Penalty: 4570.061523
	Iteration 27Q: 3 clusters Score -1439100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1439153.125000 Penalty: 4570.061523
	Iteration 28Q: 3 clusters Score -1439153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1439207.875000 Penalty: 4570.061523
	Iteration 29Q: 3 clusters Score -1439208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1439267.000000 Penalty: 4570.061523
	Iteration 30Q: 3 clusters Score -1439267 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1439342.875000 Penalty: 4570.061523
	Iteration 31Q: 3 clusters Score -1439343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1439426.250000 Penalty: 4570.061523
	Iteration 32Q: 3 clusters Score -1439426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1439507.625000 Penalty: 4570.061523
	Iteration 33Q: 3 clusters Score -1439508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1439584.125000 Penalty: 4570.061523
	Iteration 34Q: 3 clusters Score -1439584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1439641.875000 Penalty: 4570.061523
	Iteration 35Q: 3 clusters Score -1439642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1439703.250000 Penalty: 4570.061523
	Iteration 36Q: 3 clusters Score -1439703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1439754.375000 Penalty: 4570.061523
	Iteration 37Q: 3 clusters Score -1439754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1439799.250000 Penalty: 4570.061523
	Iteration 38Q: 3 clusters Score -1439799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1439834.125000 Penalty: 4570.061523
	Iteration 39Q: 3 clusters Score -1439834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1439872.125000 Penalty: 4570.061523
	Iteration 40F: 3 clusters Score -1439872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1439900.750000 Penalty: 4570.061523
	Iteration 41Q: 3 clusters Score -1439901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1439919.250000 Penalty: 4570.061523
	Iteration 42Q: 3 clusters Score -1439919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1439936.375000 Penalty: 4570.061523
	Iteration 43Q: 3 clusters Score -1439936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1439950.375000 Penalty: 4570.061523
	Iteration 44Q: 3 clusters Score -1439950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1439971.000000 Penalty: 4570.061523
	Iteration 45Q: 3 clusters Score -1439971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1439985.250000 Penalty: 4570.061523
	Iteration 46Q: 3 clusters Score -1439985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1440003.750000 Penalty: 4570.061523
	Iteration 47Q: 3 clusters Score -1440004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1440022.625000 Penalty: 4570.061523
	Iteration 48Q: 3 clusters Score -1440023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1440045.875000 Penalty: 4570.061523
	Iteration 49Q: 3 clusters Score -1440046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1440069.250000 Penalty: 4570.061523
	Iteration 50Q: 3 clusters Score -1440069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1440083.000000 Penalty: 4570.061523
	Iteration 51Q: 3 clusters Score -1440083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1440105.875000 Penalty: 4570.061523
	Iteration 52Q: 3 clusters Score -1440106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1440124.875000 Penalty: 4570.061523
	Iteration 53Q: 3 clusters Score -1440125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1440137.250000 Penalty: 4570.061523
	Iteration 54Q: 3 clusters Score -1440137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1440147.625000 Penalty: 4570.061523
	Iteration 55Q: 3 clusters Score -1440148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1440151.875000 Penalty: 4570.061523
	Iteration 56Q: 3 clusters Score -1440152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1440154.375000 Penalty: 4570.061523
	Iteration 57Q: 3 clusters Score -1440154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1440156.750000 Penalty: 4570.061523
	Iteration 58Q: 3 clusters Score -1440157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1440158.875000 Penalty: 4570.061523
	Iteration 59Q: 3 clusters Score -1440159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1440158.125000 Penalty: 4570.061523
	Iteration 60F: 3 clusters Score -1440158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1440159.125000 Penalty: 4570.061523
	Iteration 61Q: 3 clusters Score -1440159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1440159.875000 Penalty: 4570.061523
	Iteration 62Q: 3 clusters Score -1440160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1440160.875000 Penalty: 4570.061523
	Iteration 63Q: 3 clusters Score -1440161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1440162.875000 Penalty: 4570.061523
	Iteration 64Q: 3 clusters Score -1440163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1440163.375000 Penalty: 4570.061523
	Iteration 65Q: 3 clusters Score -1440163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1440166.750000 Penalty: 4570.061523
	Iteration 66Q: 3 clusters Score -1440167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1440169.250000 Penalty: 4570.061523
	Iteration 67Q: 3 clusters Score -1440169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1440166.875000 Penalty: 4570.061523
	Iteration 68Q: 3 clusters Score -1440167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1440166.875000 Penalty: 4570.061523
	Iteration 69F: 3 clusters Score -1440167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -781724.625000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -781724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -777043.562500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -777043.6 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -778438.875000 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -778438.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -778878.687500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -778878.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -779182.562500 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -779182.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -779387.437500 Penalty: 4257.158691
	Iteration 4F: 3 clusters Score -779387.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -779583.062500 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -779583.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -779746.562500 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -779746.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -779894.250000 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -779894.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -780016.125000 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -780016.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -780109.875000 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -780109.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -780221.000000 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -780221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -780348.812500 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -780348.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -780508.062500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -780508.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -780633.437500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -780633.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -780744.312500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -780744.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -780818.062500 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -780818.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -780881.625000 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -780881.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -780954.437500 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -780954.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -781018.625000 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -781018.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -781056.687500 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -781056.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -781105.000000 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -781105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -781120.812500 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -781120.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -781127.250000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -781127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -781130.812500 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -781130.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -781138.625000 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -781138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -781141.437500 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -781141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -781142.875000 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -781142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -781145.437500 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -781145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -781152.875000 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -781152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -781152.875000 Penalty: 4257.158691
	Iteration 29F: 3 clusters Score -781152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Entering Unmasked Estep 
Score: -1583157.250000 Penalty: 2314.474365
	Iteration 0F: 2 clusters Score -1583157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1574709.500000 Penalty: 4628.948730
	Iteration 0F: 3 clusters Score -1574710 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1577406.125000 Penalty: 4628.948730
	Iteration 1F: 3 clusters Score -1577406 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1577839.750000 Penalty: 4628.948730
	Iteration 2F: 3 clusters Score -1577840 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1578141.000000 Penalty: 4628.948730
	Iteration 3F: 3 clusters Score -1578141 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1578390.375000 Penalty: 4628.948730
	Iteration 4Q: 3 clusters Score -1578390 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1578663.875000 Penalty: 4628.948730
	Iteration 5Q: 3 clusters Score -1578664 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1578920.250000 Penalty: 4628.948730
	Iteration 6Q: 3 clusters Score -1578920 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1579177.750000 Penalty: 4628.948730
	Iteration 7Q: 3 clusters Score -1579178 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1579398.875000 Penalty: 4628.948730
	Iteration 8Q: 3 clusters Score -1579399 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1579588.250000 Penalty: 4628.948730
	Iteration 9Q: 3 clusters Score -1579588 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1579734.500000 Penalty: 4628.948730
	Iteration 10Q: 3 clusters Score -1579734 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1579835.375000 Penalty: 4628.948730
	Iteration 11Q: 3 clusters Score -1579835 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1579914.750000 Penalty: 4628.948730
	Iteration 12Q: 3 clusters Score -1579915 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1579994.750000 Penalty: 4628.948730
	Iteration 13Q: 3 clusters Score -1579995 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1580101.375000 Penalty: 4628.948730
	Iteration 14Q: 3 clusters Score -1580101 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1580178.375000 Penalty: 4628.948730
	Iteration 15Q: 3 clusters Score -1580178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1580248.375000 Penalty: 4628.948730
	Iteration 16Q: 3 clusters Score -1580248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1580316.500000 Penalty: 4628.948730
	Iteration 17Q: 3 clusters Score -1580316 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1580379.625000 Penalty: 4628.948730
	Iteration 18Q: 3 clusters Score -1580380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1580444.000000 Penalty: 4628.948730
	Iteration 19Q: 3 clusters Score -1580444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1580507.625000 Penalty: 4628.948730
	Iteration 20F: 3 clusters Score -1580508 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1580570.500000 Penalty: 4628.948730
	Iteration 21Q: 3 clusters Score -1580570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1580626.375000 Penalty: 4628.948730
	Iteration 22Q: 3 clusters Score -1580626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1580686.750000 Penalty: 4628.948730
	Iteration 23Q: 3 clusters Score -1580687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1580747.125000 Penalty: 4628.948730
	Iteration 24Q: 3 clusters Score -1580747 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1580819.625000 Penalty: 4628.948730
	Iteration 25Q: 3 clusters Score -1580820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1580909.125000 Penalty: 4628.948730
	Iteration 26Q: 3 clusters Score -1580909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1581004.625000 Penalty: 4628.948730
	Iteration 27Q: 3 clusters Score -1581005 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1581083.500000 Penalty: 4628.948730
	Iteration 28Q: 3 clusters Score -1581084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1581158.250000 Penalty: 4628.948730
	Iteration 29Q: 3 clusters Score -1581158 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1581209.375000 Penalty: 4628.948730
	Iteration 30Q: 3 clusters Score -1581209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1581245.625000 Penalty: 4628.948730
	Iteration 31Q: 3 clusters Score -1581246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1581286.375000 Penalty: 4628.948730
	Iteration 32Q: 3 clusters Score -1581286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1581319.125000 Penalty: 4628.948730
	Iteration 33Q: 3 clusters Score -1581319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1581357.750000 Penalty: 4628.948730
	Iteration 34Q: 3 clusters Score -1581358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1581384.500000 Penalty: 4628.948730
	Iteration 35Q: 3 clusters Score -1581384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1581401.125000 Penalty: 4628.948730
	Iteration 36Q: 3 clusters Score -1581401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1581421.500000 Penalty: 4628.948730
	Iteration 37Q: 3 clusters Score -1581422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1581441.875000 Penalty: 4628.948730
	Iteration 38Q: 3 clusters Score -1581442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1581452.750000 Penalty: 4628.948730
	Iteration 39Q: 3 clusters Score -1581453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1581458.875000 Penalty: 4628.948730
	Iteration 40F: 3 clusters Score -1581459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1581467.125000 Penalty: 4628.948730
	Iteration 41Q: 3 clusters Score -1581467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1581475.250000 Penalty: 4628.948730
	Iteration 42Q: 3 clusters Score -1581475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1581483.375000 Penalty: 4628.948730
	Iteration 43Q: 3 clusters Score -1581483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1581493.750000 Penalty: 4628.948730
	Iteration 44Q: 3 clusters Score -1581494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1581502.500000 Penalty: 4628.948730
	Iteration 45Q: 3 clusters Score -1581502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1581502.875000 Penalty: 4628.948730
	Iteration 46Q: 3 clusters Score -1581503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1581510.250000 Penalty: 4628.948730
	Iteration 47Q: 3 clusters Score -1581510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1581511.250000 Penalty: 4628.948730
	Iteration 48Q: 3 clusters Score -1581511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1581516.500000 Penalty: 4628.948730
	Iteration 49Q: 3 clusters Score -1581516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1581518.375000 Penalty: 4628.948730
	Iteration 50Q: 3 clusters Score -1581518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1581520.375000 Penalty: 4628.948730
	Iteration 51Q: 3 clusters Score -1581520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1581520.125000 Penalty: 4628.948730
	Iteration 52Q: 3 clusters Score -1581520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1581521.875000 Penalty: 4628.948730
	Iteration 53Q: 3 clusters Score -1581522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1581523.000000 Penalty: 4628.948730
	Iteration 54Q: 3 clusters Score -1581523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1581523.875000 Penalty: 4628.948730
	Iteration 55Q: 3 clusters Score -1581524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1581528.000000 Penalty: 4628.948730
	Iteration 56Q: 3 clusters Score -1581528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1581527.000000 Penalty: 4628.948730
	Iteration 57Q: 3 clusters Score -1581527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1581530.375000 Penalty: 4628.948730
	Iteration 58Q: 3 clusters Score -1581530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1581534.375000 Penalty: 4628.948730
	Iteration 59Q: 3 clusters Score -1581534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1581535.750000 Penalty: 4628.948730
	Iteration 60F: 3 clusters Score -1581536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Entering Unmasked Estep 
Score: -5069433.500000 Penalty: 2578.257568
	Iteration 0F: 2 clusters Score -5069434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5047090.000000 Penalty: 5156.515137
	Iteration 0F: 3 clusters Score -5047090 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5055017.500000 Penalty: 5156.515137
	Iteration 1F: 3 clusters Score -5055018 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5055553.500000 Penalty: 5156.515137
	Iteration 2Q: 3 clusters Score -5055554 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -5056043.500000 Penalty: 5156.515137
	Iteration 3Q: 3 clusters Score -5056044 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5056638.000000 Penalty: 5156.515137
	Iteration 4Q: 3 clusters Score -5056638 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5057391.000000 Penalty: 5156.515137
	Iteration 5Q: 3 clusters Score -5057391 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5058618.000000 Penalty: 5156.515137
	Iteration 6F: 3 clusters Score -5058618 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5060335.500000 Penalty: 5156.515137
	Iteration 7F: 3 clusters Score -5060336 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -5062474.000000 Penalty: 5156.515137
	Iteration 8F: 3 clusters Score -5062474 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5064271.000000 Penalty: 5156.515137
	Iteration 9F: 3 clusters Score -5064271 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5065500.500000 Penalty: 5156.515137
	Iteration 10Q: 3 clusters Score -5065500 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5066181.000000 Penalty: 5156.515137
	Iteration 11Q: 3 clusters Score -5066181 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5066526.500000 Penalty: 5156.515137
	Iteration 12Q: 3 clusters Score -5066526 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5066733.000000 Penalty: 5156.515137
	Iteration 13Q: 3 clusters Score -5066733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5066874.000000 Penalty: 5156.515137
	Iteration 14Q: 3 clusters Score -5066874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5066950.500000 Penalty: 5156.515137
	Iteration 15Q: 3 clusters Score -5066950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5067010.000000 Penalty: 5156.515137
	Iteration 16Q: 3 clusters Score -5067010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5067076.000000 Penalty: 5156.515137
	Iteration 17Q: 3 clusters Score -5067076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5067110.500000 Penalty: 5156.515137
	Iteration 18Q: 3 clusters Score -5067110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5067113.000000 Penalty: 5156.515137
	Iteration 19Q: 3 clusters Score -5067113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -5067160.500000 Penalty: 5156.515137
	Iteration 20F: 3 clusters Score -5067160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5067177.000000 Penalty: 5156.515137
	Iteration 21Q: 3 clusters Score -5067177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5067187.500000 Penalty: 5156.515137
	Iteration 22Q: 3 clusters Score -5067188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -5067202.000000 Penalty: 5156.515137
	Iteration 23Q: 3 clusters Score -5067202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -5067213.500000 Penalty: 5156.515137
	Iteration 24Q: 3 clusters Score -5067214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5067225.000000 Penalty: 5156.515137
	Iteration 25Q: 3 clusters Score -5067225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5067249.000000 Penalty: 5156.515137
	Iteration 26Q: 3 clusters Score -5067249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5067267.000000 Penalty: 5156.515137
	Iteration 27Q: 3 clusters Score -5067267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5067274.500000 Penalty: 5156.515137
	Iteration 28Q: 3 clusters Score -5067274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5067278.000000 Penalty: 5156.515137
	Iteration 29Q: 3 clusters Score -5067278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -5067284.000000 Penalty: 5156.515137
	Iteration 30Q: 3 clusters Score -5067284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5067300.500000 Penalty: 5156.515137
	Iteration 31Q: 3 clusters Score -5067300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5067296.500000 Penalty: 5156.515137
	Iteration 32Q: 3 clusters Score -5067296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -5067294.500000 Penalty: 5156.515137
	Iteration 33Q: 3 clusters Score -5067294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5067298.000000 Penalty: 5156.515137
	Iteration 34Q: 3 clusters Score -5067298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5067294.000000 Penalty: 5156.515137
	Iteration 35Q: 3 clusters Score -5067294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5067294.000000 Penalty: 5156.515137
	Iteration 36Q: 3 clusters Score -5067294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5067295.500000 Penalty: 5156.515137
	Iteration 37Q: 3 clusters Score -5067296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5067305.000000 Penalty: 5156.515137
	Iteration 38Q: 3 clusters Score -5067305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5067308.500000 Penalty: 5156.515137
	Iteration 39Q: 3 clusters Score -5067308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -5067311.500000 Penalty: 5156.515137
	Iteration 40F: 3 clusters Score -5067312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -5067312.000000 Penalty: 5156.515137
	Iteration 41Q: 3 clusters Score -5067312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5067315.500000 Penalty: 5156.515137
	Iteration 42Q: 3 clusters Score -5067316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -5067315.000000 Penalty: 5156.515137
	Iteration 43Q: 3 clusters Score -5067315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5067319.500000 Penalty: 5156.515137
	Iteration 44Q: 3 clusters Score -5067320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5067322.000000 Penalty: 5156.515137
	Iteration 45Q: 3 clusters Score -5067322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5067322.000000 Penalty: 5156.515137
	Iteration 46F: 3 clusters Score -5067322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Entering Unmasked Estep 
Score: -15632226.000000 Penalty: 2858.924805
	Iteration 0F: 2 clusters Score -1.563223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -15568598.000000 Penalty: 5717.849609
	Iteration 0F: 3 clusters Score -1.55686e+07 nChanged 47730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -15596097.000000 Penalty: 5717.849609
	Iteration 1F: 3 clusters Score -1.55961e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -15597088.000000 Penalty: 5717.849609
	Iteration 2Q: 3 clusters Score -1.559709e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -15598123.000000 Penalty: 5717.849609
	Iteration 3Q: 3 clusters Score -1.559812e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -15599559.000000 Penalty: 5717.849609
	Iteration 4Q: 3 clusters Score -1.559956e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -15601371.000000 Penalty: 5717.849609
	Iteration 5Q: 3 clusters Score -1.560137e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -15603691.000000 Penalty: 5717.849609
	Iteration 6Q: 3 clusters Score -1.560369e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -15606730.000000 Penalty: 5717.849609
	Iteration 7F: 3 clusters Score -1.560673e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -15610321.000000 Penalty: 5717.849609
	Iteration 8F: 3 clusters Score -1.561032e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -15614359.000000 Penalty: 5717.849609
	Iteration 9F: 3 clusters Score -1.561436e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -15617949.000000 Penalty: 5717.849609
	Iteration 10F: 3 clusters Score -1.561795e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -15621343.000000 Penalty: 5717.849609
	Iteration 11Q: 3 clusters Score -1.562134e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -15623766.000000 Penalty: 5717.849609
	Iteration 12Q: 3 clusters Score -1.562377e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -15625517.000000 Penalty: 5717.849609
	Iteration 13Q: 3 clusters Score -1.562552e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -15626748.000000 Penalty: 5717.849609
	Iteration 14Q: 3 clusters Score -1.562675e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -15627626.000000 Penalty: 5717.849609
	Iteration 15Q: 3 clusters Score -1.562763e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -15628159.000000 Penalty: 5717.849609
	Iteration 16Q: 3 clusters Score -1.562816e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -15628532.000000 Penalty: 5717.849609
	Iteration 17Q: 3 clusters Score -1.562853e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -15628859.000000 Penalty: 5717.849609
	Iteration 18Q: 3 clusters Score -1.562886e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -15629084.000000 Penalty: 5717.849609
	Iteration 19Q: 3 clusters Score -1.562908e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -15629286.000000 Penalty: 5717.849609
	Iteration 20F: 3 clusters Score -1.562929e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -15629412.000000 Penalty: 5717.849609
	Iteration 21Q: 3 clusters Score -1.562941e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -15629515.000000 Penalty: 5717.849609
	Iteration 22Q: 3 clusters Score -1.562952e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -15629600.000000 Penalty: 5717.849609
	Iteration 23Q: 3 clusters Score -1.56296e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -15629674.000000 Penalty: 5717.849609
	Iteration 24Q: 3 clusters Score -1.562967e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -15629720.000000 Penalty: 5717.849609
	Iteration 25Q: 3 clusters Score -1.562972e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -15629758.000000 Penalty: 5717.849609
	Iteration 26Q: 3 clusters Score -1.562976e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -15629853.000000 Penalty: 5717.849609
	Iteration 27Q: 3 clusters Score -1.562985e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -15629851.000000 Penalty: 5717.849609
	Iteration 28Q: 3 clusters Score -1.562985e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -15629880.000000 Penalty: 5717.849609
	Iteration 29Q: 3 clusters Score -1.562988e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -15629926.000000 Penalty: 5717.849609
	Iteration 30Q: 3 clusters Score -1.562993e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -15629911.000000 Penalty: 5717.849609
	Iteration 31Q: 3 clusters Score -1.562991e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -15629953.000000 Penalty: 5717.849609
	Iteration 32Q: 3 clusters Score -1.562995e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -15629952.000000 Penalty: 5717.849609
	Iteration 33Q: 3 clusters Score -1.562995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -15629983.000000 Penalty: 5717.849609
	Iteration 34Q: 3 clusters Score -1.562998e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -15629969.000000 Penalty: 5717.849609
	Iteration 35Q: 3 clusters Score -1.562997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -15630005.000000 Penalty: 5717.849609
	Iteration 36Q: 3 clusters Score -1.563e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -15630028.000000 Penalty: 5717.849609
	Iteration 37Q: 3 clusters Score -1.563003e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -15630022.000000 Penalty: 5717.849609
	Iteration 38Q: 3 clusters Score -1.563002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -15630040.000000 Penalty: 5717.849609
	Iteration 39Q: 3 clusters Score -1.563004e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -15630042.000000 Penalty: 5717.849609
	Iteration 40F: 3 clusters Score -1.563004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -15630060.000000 Penalty: 5717.849609
	Iteration 41Q: 3 clusters Score -1.563006e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -15630058.000000 Penalty: 5717.849609
	Iteration 42Q: 3 clusters Score -1.563006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -15630052.000000 Penalty: 5717.849609
	Iteration 43Q: 3 clusters Score -1.563005e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -15630061.000000 Penalty: 5717.849609
	Iteration 44Q: 3 clusters Score -1.563006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -15630037.000000 Penalty: 5717.849609
	Iteration 45Q: 3 clusters Score -1.563004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -15630051.000000 Penalty: 5717.849609
	Iteration 46Q: 3 clusters Score -1.563005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -15630063.000000 Penalty: 5717.849609
	Iteration 47Q: 3 clusters Score -1.563006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -15630074.000000 Penalty: 5717.849609
	Iteration 48Q: 3 clusters Score -1.563007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -15630056.000000 Penalty: 5717.849609
	Iteration 49Q: 3 clusters Score -1.563006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -15630080.000000 Penalty: 5717.849609
	Iteration 50Q: 3 clusters Score -1.563008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -15630076.000000 Penalty: 5717.849609
	Iteration 51Q: 3 clusters Score -1.563008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -15630095.000000 Penalty: 5717.849609
	Iteration 52Q: 3 clusters Score -1.56301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -15630096.000000 Penalty: 5717.849609
	Iteration 53Q: 3 clusters Score -1.56301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -15630099.000000 Penalty: 5717.849609
	Iteration 54Q: 3 clusters Score -1.56301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -15630095.000000 Penalty: 5717.849609
	Iteration 55Q: 3 clusters Score -1.56301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -15630098.000000 Penalty: 5717.849609
	Iteration 56Q: 3 clusters Score -1.56301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -15630100.000000 Penalty: 5717.849609
	Iteration 57Q: 3 clusters Score -1.56301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -15630108.000000 Penalty: 5717.849609
	Iteration 58Q: 3 clusters Score -1.563011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -15630109.000000 Penalty: 5717.849609
	Iteration 59Q: 3 clusters Score -1.563011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -15630093.000000 Penalty: 5717.849609
	Iteration 60F: 3 clusters Score -1.563009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -15630105.000000 Penalty: 5717.849609
	Iteration 61Q: 3 clusters Score -1.56301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -15630099.000000 Penalty: 5717.849609
	Iteration 62Q: 3 clusters Score -1.56301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -15630106.000000 Penalty: 5717.849609
	Iteration 63Q: 3 clusters Score -1.563011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -15630119.000000 Penalty: 5717.849609
	Iteration 64Q: 3 clusters Score -1.563012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -15630119.000000 Penalty: 5717.849609
	Iteration 65Q: 3 clusters Score -1.563012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -15630121.000000 Penalty: 5717.849609
	Iteration 66Q: 3 clusters Score -1.563012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -15630131.000000 Penalty: 5717.849609
	Iteration 67Q: 3 clusters Score -1.563013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -15630155.000000 Penalty: 5717.849609
	Iteration 68Q: 3 clusters Score -1.563016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 99571 members 
Entering Unmasked Estep 
Score: -15630161.000000 Penalty: 5717.849609
	Iteration 69Q: 3 clusters Score -1.563016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -15630171.000000 Penalty: 5717.849609
	Iteration 70Q: 3 clusters Score -1.563017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -15630162.000000 Penalty: 5717.849609
	Iteration 71Q: 3 clusters Score -1.563016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -15630173.000000 Penalty: 5717.849609
	Iteration 72Q: 3 clusters Score -1.563017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -15630162.000000 Penalty: 5717.849609
	Iteration 73Q: 3 clusters Score -1.563016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -15630156.000000 Penalty: 5717.849609
	Iteration 74Q: 3 clusters Score -1.563016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -15630159.000000 Penalty: 5717.849609
	Iteration 75Q: 3 clusters Score -1.563016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -15630146.000000 Penalty: 5717.849609
	Iteration 76Q: 3 clusters Score -1.563015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -15630156.000000 Penalty: 5717.849609
	Iteration 77Q: 3 clusters Score -1.563016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -15630160.000000 Penalty: 5717.849609
	Iteration 78Q: 3 clusters Score -1.563016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -15630165.000000 Penalty: 5717.849609
	Iteration 79Q: 3 clusters Score -1.563016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -15630167.000000 Penalty: 5717.849609
	Iteration 80F: 3 clusters Score -1.563017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -15630167.000000 Penalty: 5717.849609
	Iteration 81Q: 3 clusters Score -1.563017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -15630176.000000 Penalty: 5717.849609
	Iteration 82Q: 3 clusters Score -1.563018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -15630168.000000 Penalty: 5717.849609
	Iteration 83Q: 3 clusters Score -1.563017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -15630176.000000 Penalty: 5717.849609
	Iteration 84Q: 3 clusters Score -1.563018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -15630170.000000 Penalty: 5717.849609
	Iteration 85Q: 3 clusters Score -1.563017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -15630171.000000 Penalty: 5717.849609
	Iteration 86Q: 3 clusters Score -1.563017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15630169.000000 Penalty: 5717.849609
	Iteration 87Q: 3 clusters Score -1.563017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15630169.000000 Penalty: 5717.849609
	Iteration 88F: 3 clusters Score -1.563017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162825.875000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160847.671875 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160847.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -161705.046875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -161705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162294.312500 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -162294.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -162850.781250 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -162850.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163365.843750 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -163365.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163788.031250 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -163788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163931.968750 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -163932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163953.093750 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -163953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163953.093750 Penalty: 3514.606934
	Iteration 8F: 3 clusters Score -163953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93762 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60644 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46146 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 768 members 
Entering Unmasked Estep 
Score: -137803072.000000 Penalty: 98730.570312
Splitting cluster 6 changes total score from -137803600.000000 to -137803072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Entering Unmasked Estep 
Score: -10648784.000000 Penalty: 2760.467773
	Iteration 0F: 2 clusters Score -1.064878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -10602990.000000 Penalty: 5520.935547
	Iteration 0F: 3 clusters Score -1.060299e+07 nChanged 32102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -10620788.000000 Penalty: 5520.935547
	Iteration 1F: 3 clusters Score -1.062079e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -10621544.000000 Penalty: 5520.935547
	Iteration 2Q: 3 clusters Score -1.062154e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -10622338.000000 Penalty: 5520.935547
	Iteration 3Q: 3 clusters Score -1.062234e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -10623289.000000 Penalty: 5520.935547
	Iteration 4Q: 3 clusters Score -1.062329e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -10624580.000000 Penalty: 5520.935547
	Iteration 5Q: 3 clusters Score -1.062458e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -10626323.000000 Penalty: 5520.935547
	Iteration 6Q: 3 clusters Score -1.062632e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -10628569.000000 Penalty: 5520.935547
	Iteration 7F: 3 clusters Score -1.062857e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10631309.000000 Penalty: 5520.935547
	Iteration 8F: 3 clusters Score -1.063131e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -10634238.000000 Penalty: 5520.935547
	Iteration 9F: 3 clusters Score -1.063424e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -10637019.000000 Penalty: 5520.935547
	Iteration 10F: 3 clusters Score -1.063702e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -10638514.000000 Penalty: 5520.935547
	Iteration 11Q: 3 clusters Score -1.063851e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -10639272.000000 Penalty: 5520.935547
	Iteration 12Q: 3 clusters Score -1.063927e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -10639565.000000 Penalty: 5520.935547
	Iteration 13Q: 3 clusters Score -1.063956e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -10639780.000000 Penalty: 5520.935547
	Iteration 14Q: 3 clusters Score -1.063978e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -10639941.000000 Penalty: 5520.935547
	Iteration 15Q: 3 clusters Score -1.063994e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -10640097.000000 Penalty: 5520.935547
	Iteration 16Q: 3 clusters Score -1.06401e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -10640314.000000 Penalty: 5520.935547
	Iteration 17Q: 3 clusters Score -1.064031e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10640488.000000 Penalty: 5520.935547
	Iteration 18Q: 3 clusters Score -1.064049e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -10640671.000000 Penalty: 5520.935547
	Iteration 19Q: 3 clusters Score -1.064067e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -10640781.000000 Penalty: 5520.935547
	Iteration 20F: 3 clusters Score -1.064078e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -10640981.000000 Penalty: 5520.935547
	Iteration 21Q: 3 clusters Score -1.064098e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -10641179.000000 Penalty: 5520.935547
	Iteration 22Q: 3 clusters Score -1.064118e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -10641366.000000 Penalty: 5520.935547
	Iteration 23Q: 3 clusters Score -1.064137e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -10641570.000000 Penalty: 5520.935547
	Iteration 24Q: 3 clusters Score -1.064157e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -10641727.000000 Penalty: 5520.935547
	Iteration 25Q: 3 clusters Score -1.064173e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -10641926.000000 Penalty: 5520.935547
	Iteration 26Q: 3 clusters Score -1.064193e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -10642177.000000 Penalty: 5520.935547
	Iteration 27Q: 3 clusters Score -1.064218e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -10642453.000000 Penalty: 5520.935547
	Iteration 28Q: 3 clusters Score -1.064245e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -10642724.000000 Penalty: 5520.935547
	Iteration 29Q: 3 clusters Score -1.064272e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -10643022.000000 Penalty: 5520.935547
	Iteration 30Q: 3 clusters Score -1.064302e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -10643356.000000 Penalty: 5520.935547
	Iteration 31Q: 3 clusters Score -1.064336e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -10643631.000000 Penalty: 5520.935547
	Iteration 32Q: 3 clusters Score -1.064363e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -10643918.000000 Penalty: 5520.935547
	Iteration 33Q: 3 clusters Score -1.064392e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -10644216.000000 Penalty: 5520.935547
	Iteration 34Q: 3 clusters Score -1.064422e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -10644465.000000 Penalty: 5520.935547
	Iteration 35Q: 3 clusters Score -1.064446e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -10644684.000000 Penalty: 5520.935547
	Iteration 36Q: 3 clusters Score -1.064468e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -10644941.000000 Penalty: 5520.935547
	Iteration 37Q: 3 clusters Score -1.064494e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -10645137.000000 Penalty: 5520.935547
	Iteration 38Q: 3 clusters Score -1.064514e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -10645322.000000 Penalty: 5520.935547
	Iteration 39Q: 3 clusters Score -1.064532e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -10645496.000000 Penalty: 5520.935547
	Iteration 40F: 3 clusters Score -1.06455e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -10645638.000000 Penalty: 5520.935547
	Iteration 41Q: 3 clusters Score -1.064564e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -10645750.000000 Penalty: 5520.935547
	Iteration 42Q: 3 clusters Score -1.064575e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -10645857.000000 Penalty: 5520.935547
	Iteration 43Q: 3 clusters Score -1.064586e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -10645937.000000 Penalty: 5520.935547
	Iteration 44Q: 3 clusters Score -1.064594e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -10646018.000000 Penalty: 5520.935547
	Iteration 45Q: 3 clusters Score -1.064602e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -10646097.000000 Penalty: 5520.935547
	Iteration 46Q: 3 clusters Score -1.06461e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -10646171.000000 Penalty: 5520.935547
	Iteration 47Q: 3 clusters Score -1.064617e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -10646231.000000 Penalty: 5520.935547
	Iteration 48Q: 3 clusters Score -1.064623e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -10646302.000000 Penalty: 5520.935547
	Iteration 49Q: 3 clusters Score -1.06463e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -10646350.000000 Penalty: 5520.935547
	Iteration 50Q: 3 clusters Score -1.064635e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -10646380.000000 Penalty: 5520.935547
	Iteration 51Q: 3 clusters Score -1.064638e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -10646406.000000 Penalty: 5520.935547
	Iteration 52Q: 3 clusters Score -1.064641e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -10646455.000000 Penalty: 5520.935547
	Iteration 53Q: 3 clusters Score -1.064646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -10646495.000000 Penalty: 5520.935547
	Iteration 54Q: 3 clusters Score -1.06465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -10646502.000000 Penalty: 5520.935547
	Iteration 55Q: 3 clusters Score -1.06465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -10646519.000000 Penalty: 5520.935547
	Iteration 56Q: 3 clusters Score -1.064652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -10646540.000000 Penalty: 5520.935547
	Iteration 57Q: 3 clusters Score -1.064654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -10646540.000000 Penalty: 5520.935547
	Iteration 58Q: 3 clusters Score -1.064654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -10646565.000000 Penalty: 5520.935547
	Iteration 59Q: 3 clusters Score -1.064656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -10646573.000000 Penalty: 5520.935547
	Iteration 60F: 3 clusters Score -1.064657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -10646581.000000 Penalty: 5520.935547
	Iteration 61Q: 3 clusters Score -1.064658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -10646597.000000 Penalty: 5520.935547
	Iteration 62Q: 3 clusters Score -1.06466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -10646576.000000 Penalty: 5520.935547
	Iteration 63Q: 3 clusters Score -1.064658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -10646577.000000 Penalty: 5520.935547
	Iteration 64Q: 3 clusters Score -1.064658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -10646585.000000 Penalty: 5520.935547
	Iteration 65Q: 3 clusters Score -1.064658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -10646586.000000 Penalty: 5520.935547
	Iteration 66Q: 3 clusters Score -1.064659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -10646587.000000 Penalty: 5520.935547
	Iteration 67Q: 3 clusters Score -1.064659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -10646578.000000 Penalty: 5520.935547
	Iteration 68Q: 3 clusters Score -1.064658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -10646590.000000 Penalty: 5520.935547
	Iteration 69Q: 3 clusters Score -1.064659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -10646595.000000 Penalty: 5520.935547
	Iteration 70Q: 3 clusters Score -1.06466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -10646595.000000 Penalty: 5520.935547
	Iteration 71Q: 3 clusters Score -1.06466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -10646588.000000 Penalty: 5520.935547
	Iteration 72Q: 3 clusters Score -1.064659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -10646590.000000 Penalty: 5520.935547
	Iteration 73Q: 3 clusters Score -1.064659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -10646587.000000 Penalty: 5520.935547
	Iteration 74Q: 3 clusters Score -1.064659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -10646581.000000 Penalty: 5520.935547
	Iteration 75Q: 3 clusters Score -1.064658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -10646589.000000 Penalty: 5520.935547
	Iteration 76Q: 3 clusters Score -1.064659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -10646592.000000 Penalty: 5520.935547
	Iteration 77Q: 3 clusters Score -1.064659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -10646588.000000 Penalty: 5520.935547
	Iteration 78Q: 3 clusters Score -1.064659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -10646590.000000 Penalty: 5520.935547
	Iteration 79Q: 3 clusters Score -1.064659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -10646593.000000 Penalty: 5520.935547
	Iteration 80F: 3 clusters Score -1.064659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -10646600.000000 Penalty: 5520.935547
	Iteration 81Q: 3 clusters Score -1.06466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -10646598.000000 Penalty: 5520.935547
	Iteration 82Q: 3 clusters Score -1.06466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -10646603.000000 Penalty: 5520.935547
	Iteration 83Q: 3 clusters Score -1.06466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -10646594.000000 Penalty: 5520.935547
	Iteration 84Q: 3 clusters Score -1.064659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -10646598.000000 Penalty: 5520.935547
	Iteration 85Q: 3 clusters Score -1.06466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -10646602.000000 Penalty: 5520.935547
	Iteration 86Q: 3 clusters Score -1.06466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -10646594.000000 Penalty: 5520.935547
	Iteration 87Q: 3 clusters Score -1.064659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -10646592.000000 Penalty: 5520.935547
	Iteration 88Q: 3 clusters Score -1.064659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -10646592.000000 Penalty: 5520.935547
	Iteration 89F: 3 clusters Score -1.064659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -18635.113281 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -18635.11 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 98 members 
Entering Unmasked Estep 
Score: -17683.123047 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -17683.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17713.939453 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -17713.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17730.123047 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -17730.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17735.019531 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -17735.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17735.019531 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -17735.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Entering Unmasked Estep 
Score: -5959643.000000 Penalty: 2620.564697
	Iteration 0F: 2 clusters Score -5959643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -5933359.500000 Penalty: 5241.129395
	Iteration 0F: 3 clusters Score -5933360 nChanged 17697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5943070.500000 Penalty: 5241.129395
	Iteration 1F: 3 clusters Score -5943070 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5943719.500000 Penalty: 5241.129395
	Iteration 2Q: 3 clusters Score -5943720 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5944540.500000 Penalty: 5241.129395
	Iteration 3Q: 3 clusters Score -5944540 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5945631.000000 Penalty: 5241.129395
	Iteration 4F: 3 clusters Score -5945631 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5947138.000000 Penalty: 5241.129395
	Iteration 5F: 3 clusters Score -5947138 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5948705.000000 Penalty: 5241.129395
	Iteration 6F: 3 clusters Score -5948705 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5950401.000000 Penalty: 5241.129395
	Iteration 7F: 3 clusters Score -5950401 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5951906.000000 Penalty: 5241.129395
	Iteration 8F: 3 clusters Score -5951906 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5953226.500000 Penalty: 5241.129395
	Iteration 9Q: 3 clusters Score -5953226 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5954157.500000 Penalty: 5241.129395
	Iteration 10Q: 3 clusters Score -5954158 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5954691.000000 Penalty: 5241.129395
	Iteration 11Q: 3 clusters Score -5954691 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5955004.000000 Penalty: 5241.129395
	Iteration 12Q: 3 clusters Score -5955004 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5955166.000000 Penalty: 5241.129395
	Iteration 13Q: 3 clusters Score -5955166 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5955309.000000 Penalty: 5241.129395
	Iteration 14Q: 3 clusters Score -5955309 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -5955442.000000 Penalty: 5241.129395
	Iteration 15Q: 3 clusters Score -5955442 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -5955535.000000 Penalty: 5241.129395
	Iteration 16Q: 3 clusters Score -5955535 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5955666.000000 Penalty: 5241.129395
	Iteration 17Q: 3 clusters Score -5955666 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5955793.000000 Penalty: 5241.129395
	Iteration 18Q: 3 clusters Score -5955793 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5955895.500000 Penalty: 5241.129395
	Iteration 19Q: 3 clusters Score -5955896 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -5956020.000000 Penalty: 5241.129395
	Iteration 20F: 3 clusters Score -5956020 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5956129.500000 Penalty: 5241.129395
	Iteration 21Q: 3 clusters Score -5956130 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5956200.000000 Penalty: 5241.129395
	Iteration 22Q: 3 clusters Score -5956200 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -5956303.000000 Penalty: 5241.129395
	Iteration 23Q: 3 clusters Score -5956303 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5956362.500000 Penalty: 5241.129395
	Iteration 24Q: 3 clusters Score -5956362 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5956404.500000 Penalty: 5241.129395
	Iteration 25Q: 3 clusters Score -5956404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5956461.500000 Penalty: 5241.129395
	Iteration 26Q: 3 clusters Score -5956462 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5956524.000000 Penalty: 5241.129395
	Iteration 27Q: 3 clusters Score -5956524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -5956549.500000 Penalty: 5241.129395
	Iteration 28Q: 3 clusters Score -5956550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5956597.000000 Penalty: 5241.129395
	Iteration 29Q: 3 clusters Score -5956597 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -5956610.500000 Penalty: 5241.129395
	Iteration 30Q: 3 clusters Score -5956610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5956658.500000 Penalty: 5241.129395
	Iteration 31Q: 3 clusters Score -5956658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -5956709.000000 Penalty: 5241.129395
	Iteration 32Q: 3 clusters Score -5956709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5956755.500000 Penalty: 5241.129395
	Iteration 33Q: 3 clusters Score -5956756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5956800.000000 Penalty: 5241.129395
	Iteration 34Q: 3 clusters Score -5956800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -5956833.000000 Penalty: 5241.129395
	Iteration 35Q: 3 clusters Score -5956833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5956854.500000 Penalty: 5241.129395
	Iteration 36Q: 3 clusters Score -5956854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5956871.000000 Penalty: 5241.129395
	Iteration 37Q: 3 clusters Score -5956871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5956895.000000 Penalty: 5241.129395
	Iteration 38Q: 3 clusters Score -5956895 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5956928.500000 Penalty: 5241.129395
	Iteration 39Q: 3 clusters Score -5956928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -5956935.000000 Penalty: 5241.129395
	Iteration 40F: 3 clusters Score -5956935 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5956960.500000 Penalty: 5241.129395
	Iteration 41Q: 3 clusters Score -5956960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -5956962.500000 Penalty: 5241.129395
	Iteration 42Q: 3 clusters Score -5956962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5956968.000000 Penalty: 5241.129395
	Iteration 43Q: 3 clusters Score -5956968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5956979.000000 Penalty: 5241.129395
	Iteration 44Q: 3 clusters Score -5956979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5956978.000000 Penalty: 5241.129395
	Iteration 45Q: 3 clusters Score -5956978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5956990.000000 Penalty: 5241.129395
	Iteration 46Q: 3 clusters Score -5956990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5957008.500000 Penalty: 5241.129395
	Iteration 47Q: 3 clusters Score -5957008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -5957024.500000 Penalty: 5241.129395
	Iteration 48Q: 3 clusters Score -5957024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -5957040.000000 Penalty: 5241.129395
	Iteration 49Q: 3 clusters Score -5957040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5957063.500000 Penalty: 5241.129395
	Iteration 50Q: 3 clusters Score -5957064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -5957099.000000 Penalty: 5241.129395
	Iteration 51Q: 3 clusters Score -5957099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5957105.000000 Penalty: 5241.129395
	Iteration 52Q: 3 clusters Score -5957105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -5957122.500000 Penalty: 5241.129395
	Iteration 53Q: 3 clusters Score -5957122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5957130.500000 Penalty: 5241.129395
	Iteration 54Q: 3 clusters Score -5957130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5957146.000000 Penalty: 5241.129395
	Iteration 55Q: 3 clusters Score -5957146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5957127.000000 Penalty: 5241.129395
	Iteration 56Q: 3 clusters Score -5957127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -5957139.000000 Penalty: 5241.129395
	Iteration 57Q: 3 clusters Score -5957139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5957146.500000 Penalty: 5241.129395
	Iteration 58Q: 3 clusters Score -5957146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5957147.500000 Penalty: 5241.129395
	Iteration 59Q: 3 clusters Score -5957148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5957152.500000 Penalty: 5241.129395
	Iteration 60F: 3 clusters Score -5957152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5957153.500000 Penalty: 5241.129395
	Iteration 61Q: 3 clusters Score -5957154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5957154.000000 Penalty: 5241.129395
	Iteration 62Q: 3 clusters Score -5957154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -5957165.500000 Penalty: 5241.129395
	Iteration 63Q: 3 clusters Score -5957166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5957169.500000 Penalty: 5241.129395
	Iteration 64Q: 3 clusters Score -5957170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5957177.500000 Penalty: 5241.129395
	Iteration 65Q: 3 clusters Score -5957178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -5957176.500000 Penalty: 5241.129395
	Iteration 66Q: 3 clusters Score -5957176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5957181.500000 Penalty: 5241.129395
	Iteration 67Q: 3 clusters Score -5957182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5957190.500000 Penalty: 5241.129395
	Iteration 68Q: 3 clusters Score -5957190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5957205.500000 Penalty: 5241.129395
	Iteration 69Q: 3 clusters Score -5957206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -5957205.500000 Penalty: 5241.129395
	Iteration 70Q: 3 clusters Score -5957206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5957217.500000 Penalty: 5241.129395
	Iteration 71Q: 3 clusters Score -5957218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -5957226.500000 Penalty: 5241.129395
	Iteration 72Q: 3 clusters Score -5957226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5957220.000000 Penalty: 5241.129395
	Iteration 73Q: 3 clusters Score -5957220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5957232.000000 Penalty: 5241.129395
	Iteration 74Q: 3 clusters Score -5957232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5957252.000000 Penalty: 5241.129395
	Iteration 75Q: 3 clusters Score -5957252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5957239.000000 Penalty: 5241.129395
	Iteration 76Q: 3 clusters Score -5957239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -5957250.500000 Penalty: 5241.129395
	Iteration 77Q: 3 clusters Score -5957250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5957256.000000 Penalty: 5241.129395
	Iteration 78Q: 3 clusters Score -5957256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5957272.000000 Penalty: 5241.129395
	Iteration 79Q: 3 clusters Score -5957272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5957285.500000 Penalty: 5241.129395
	Iteration 80F: 3 clusters Score -5957286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -5957302.500000 Penalty: 5241.129395
	Iteration 81Q: 3 clusters Score -5957302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -5957308.000000 Penalty: 5241.129395
	Iteration 82Q: 3 clusters Score -5957308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5957300.000000 Penalty: 5241.129395
	Iteration 83Q: 3 clusters Score -5957300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5957303.500000 Penalty: 5241.129395
	Iteration 84Q: 3 clusters Score -5957304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5957295.500000 Penalty: 5241.129395
	Iteration 85Q: 3 clusters Score -5957296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -5957299.500000 Penalty: 5241.129395
	Iteration 86Q: 3 clusters Score -5957300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5957321.000000 Penalty: 5241.129395
	Iteration 87Q: 3 clusters Score -5957321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5957327.500000 Penalty: 5241.129395
	Iteration 88Q: 3 clusters Score -5957328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -5957326.000000 Penalty: 5241.129395
	Iteration 89Q: 3 clusters Score -5957326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5957323.500000 Penalty: 5241.129395
	Iteration 90Q: 3 clusters Score -5957324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -5957326.000000 Penalty: 5241.129395
	Iteration 91Q: 3 clusters Score -5957326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5957328.000000 Penalty: 5241.129395
	Iteration 92Q: 3 clusters Score -5957328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5957337.500000 Penalty: 5241.129395
	Iteration 93Q: 3 clusters Score -5957338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -5957334.500000 Penalty: 5241.129395
	Iteration 94Q: 3 clusters Score -5957334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5957331.500000 Penalty: 5241.129395
	Iteration 95Q: 3 clusters Score -5957332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -5957327.500000 Penalty: 5241.129395
	Iteration 96Q: 3 clusters Score -5957328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5957325.500000 Penalty: 5241.129395
	Iteration 97Q: 3 clusters Score -5957326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -5957327.500000 Penalty: 5241.129395
	Iteration 98Q: 3 clusters Score -5957328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5957332.500000 Penalty: 5241.129395
	Iteration 99Q: 3 clusters Score -5957332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5957328.500000 Penalty: 5241.129395
	Iteration 100F: 3 clusters Score -5957328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5957332.000000 Penalty: 5241.129395
	Iteration 101Q: 3 clusters Score -5957332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5957332.000000 Penalty: 5241.129395
	Iteration 102F: 3 clusters Score -5957332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (114870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Entering Unmasked Estep 
Score: -17683976.000000 Penalty: 2889.585938
	Iteration 0F: 2 clusters Score -1.768398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -17610092.000000 Penalty: 5779.171875
	Iteration 0F: 3 clusters Score -1.761009e+07 nChanged 54441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -17641220.000000 Penalty: 5779.171875
	Iteration 1F: 3 clusters Score -1.764122e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -17641794.000000 Penalty: 5779.171875
	Iteration 2Q: 3 clusters Score -1.764179e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -17642456.000000 Penalty: 5779.171875
	Iteration 3Q: 3 clusters Score -1.764246e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -17643188.000000 Penalty: 5779.171875
	Iteration 4Q: 3 clusters Score -1.764319e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -17644254.000000 Penalty: 5779.171875
	Iteration 5Q: 3 clusters Score -1.764425e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -17645964.000000 Penalty: 5779.171875
	Iteration 6Q: 3 clusters Score -1.764596e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -17649306.000000 Penalty: 5779.171875
	Iteration 7F: 3 clusters Score -1.764931e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -17655046.000000 Penalty: 5779.171875
	Iteration 8F: 3 clusters Score -1.765505e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -17663490.000000 Penalty: 5779.171875
	Iteration 9F: 3 clusters Score -1.766349e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -17672154.000000 Penalty: 5779.171875
	Iteration 10F: 3 clusters Score -1.767215e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -17677920.000000 Penalty: 5779.171875
	Iteration 11F: 3 clusters Score -1.767792e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -17680238.000000 Penalty: 5779.171875
	Iteration 12Q: 3 clusters Score -1.768024e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -17681010.000000 Penalty: 5779.171875
	Iteration 13Q: 3 clusters Score -1.768101e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -17681318.000000 Penalty: 5779.171875
	Iteration 14Q: 3 clusters Score -1.768132e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -17681430.000000 Penalty: 5779.171875
	Iteration 15Q: 3 clusters Score -1.768143e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -17681484.000000 Penalty: 5779.171875
	Iteration 16Q: 3 clusters Score -1.768148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 114540 members 
Entering Unmasked Estep 
Score: -17681506.000000 Penalty: 5779.171875
	Iteration 17Q: 3 clusters Score -1.768151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -17681522.000000 Penalty: 5779.171875
	Iteration 18Q: 3 clusters Score -1.768152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -17681550.000000 Penalty: 5779.171875
	Iteration 19Q: 3 clusters Score -1.768155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -17681578.000000 Penalty: 5779.171875
	Iteration 20F: 3 clusters Score -1.768158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -17681592.000000 Penalty: 5779.171875
	Iteration 21Q: 3 clusters Score -1.768159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -17681604.000000 Penalty: 5779.171875
	Iteration 22Q: 3 clusters Score -1.76816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -17681628.000000 Penalty: 5779.171875
	Iteration 23Q: 3 clusters Score -1.768163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 114597 members 
Entering Unmasked Estep 
Score: -17681626.000000 Penalty: 5779.171875
	Iteration 24Q: 3 clusters Score -1.768163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -17681632.000000 Penalty: 5779.171875
	Iteration 25Q: 3 clusters Score -1.768163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -17681624.000000 Penalty: 5779.171875
	Iteration 26Q: 3 clusters Score -1.768162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -17681624.000000 Penalty: 5779.171875
	Iteration 27Q: 3 clusters Score -1.768162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -17681620.000000 Penalty: 5779.171875
	Iteration 28Q: 3 clusters Score -1.768162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -17681628.000000 Penalty: 5779.171875
	Iteration 29Q: 3 clusters Score -1.768163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -17681628.000000 Penalty: 5779.171875
	Iteration 30F: 3 clusters Score -1.768163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Entering Unmasked Estep 
Score: -15912762.000000 Penalty: 2863.705811
	Iteration 0F: 2 clusters Score -1.591276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -15846241.000000 Penalty: 5727.411621
	Iteration 0F: 3 clusters Score -1.584624e+07 nChanged 49011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -15874082.000000 Penalty: 5727.411621
	Iteration 1F: 3 clusters Score -1.587408e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -15874842.000000 Penalty: 5727.411621
	Iteration 2Q: 3 clusters Score -1.587484e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -15876168.000000 Penalty: 5727.411621
	Iteration 3Q: 3 clusters Score -1.587617e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -15878675.000000 Penalty: 5727.411621
	Iteration 4Q: 3 clusters Score -1.587868e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -15883179.000000 Penalty: 5727.411621
	Iteration 5F: 3 clusters Score -1.588318e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -15890543.000000 Penalty: 5727.411621
	Iteration 6F: 3 clusters Score -1.589054e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -15899553.000000 Penalty: 5727.411621
	Iteration 7F: 3 clusters Score -1.589955e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -15906274.000000 Penalty: 5727.411621
	Iteration 8F: 3 clusters Score -1.590627e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -15908904.000000 Penalty: 5727.411621
	Iteration 9Q: 3 clusters Score -1.59089e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -15910071.000000 Penalty: 5727.411621
	Iteration 10Q: 3 clusters Score -1.591007e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15910501.000000 Penalty: 5727.411621
	Iteration 11Q: 3 clusters Score -1.59105e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15910733.000000 Penalty: 5727.411621
	Iteration 12Q: 3 clusters Score -1.591073e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15910856.000000 Penalty: 5727.411621
	Iteration 13Q: 3 clusters Score -1.591086e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15910920.000000 Penalty: 5727.411621
	Iteration 14Q: 3 clusters Score -1.591092e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15910979.000000 Penalty: 5727.411621
	Iteration 15Q: 3 clusters Score -1.591098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15911001.000000 Penalty: 5727.411621
	Iteration 16Q: 3 clusters Score -1.5911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15911032.000000 Penalty: 5727.411621
	Iteration 17Q: 3 clusters Score -1.591103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15911025.000000 Penalty: 5727.411621
	Iteration 18Q: 3 clusters Score -1.591102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15911045.000000 Penalty: 5727.411621
	Iteration 19Q: 3 clusters Score -1.591104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15911043.000000 Penalty: 5727.411621
	Iteration 20F: 3 clusters Score -1.591104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15911041.000000 Penalty: 5727.411621
	Iteration 21Q: 3 clusters Score -1.591104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15911046.000000 Penalty: 5727.411621
	Iteration 22Q: 3 clusters Score -1.591105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -15911048.000000 Penalty: 5727.411621
	Iteration 23Q: 3 clusters Score -1.591105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15911042.000000 Penalty: 5727.411621
	Iteration 24Q: 3 clusters Score -1.591104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15911036.000000 Penalty: 5727.411621
	Iteration 25Q: 3 clusters Score -1.591104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15911047.000000 Penalty: 5727.411621
	Iteration 26Q: 3 clusters Score -1.591105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15911042.000000 Penalty: 5727.411621
	Iteration 27Q: 3 clusters Score -1.591104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15911058.000000 Penalty: 5727.411621
	Iteration 28Q: 3 clusters Score -1.591106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15911044.000000 Penalty: 5727.411621
	Iteration 29Q: 3 clusters Score -1.591104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15911054.000000 Penalty: 5727.411621
	Iteration 30Q: 3 clusters Score -1.591105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15911053.000000 Penalty: 5727.411621
	Iteration 31Q: 3 clusters Score -1.591105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15911053.000000 Penalty: 5727.411621
	Iteration 32F: 3 clusters Score -1.591105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Entering Unmasked Estep 
Score: -10499387.000000 Penalty: 2757.458984
	Iteration 0F: 2 clusters Score -1.049939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -10454469.000000 Penalty: 5514.917969
	Iteration 0F: 3 clusters Score -1.045447e+07 nChanged 31448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -10472363.000000 Penalty: 5514.917969
	Iteration 1F: 3 clusters Score -1.047236e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -10472967.000000 Penalty: 5514.917969
	Iteration 2Q: 3 clusters Score -1.047297e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -10473689.000000 Penalty: 5514.917969
	Iteration 3Q: 3 clusters Score -1.047369e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -10474437.000000 Penalty: 5514.917969
	Iteration 4Q: 3 clusters Score -1.047444e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -10475374.000000 Penalty: 5514.917969
	Iteration 5Q: 3 clusters Score -1.047537e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -10476687.000000 Penalty: 5514.917969
	Iteration 6Q: 3 clusters Score -1.047669e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10478447.000000 Penalty: 5514.917969
	Iteration 7Q: 3 clusters Score -1.047845e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -10480872.000000 Penalty: 5514.917969
	Iteration 8F: 3 clusters Score -1.048087e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -10483592.000000 Penalty: 5514.917969
	Iteration 9F: 3 clusters Score -1.048359e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -10486094.000000 Penalty: 5514.917969
	Iteration 10F: 3 clusters Score -1.048609e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -10487853.000000 Penalty: 5514.917969
	Iteration 11Q: 3 clusters Score -1.048785e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -10488601.000000 Penalty: 5514.917969
	Iteration 12Q: 3 clusters Score -1.04886e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -10488965.000000 Penalty: 5514.917969
	Iteration 13Q: 3 clusters Score -1.048896e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -10489254.000000 Penalty: 5514.917969
	Iteration 14Q: 3 clusters Score -1.048925e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -10489515.000000 Penalty: 5514.917969
	Iteration 15Q: 3 clusters Score -1.048952e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -10489680.000000 Penalty: 5514.917969
	Iteration 16Q: 3 clusters Score -1.048968e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -10489868.000000 Penalty: 5514.917969
	Iteration 17Q: 3 clusters Score -1.048987e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -10490092.000000 Penalty: 5514.917969
	Iteration 18Q: 3 clusters Score -1.049009e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -10490343.000000 Penalty: 5514.917969
	Iteration 19Q: 3 clusters Score -1.049034e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -10490608.000000 Penalty: 5514.917969
	Iteration 20F: 3 clusters Score -1.049061e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -10490794.000000 Penalty: 5514.917969
	Iteration 21Q: 3 clusters Score -1.049079e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -10490982.000000 Penalty: 5514.917969
	Iteration 22Q: 3 clusters Score -1.049098e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -10491162.000000 Penalty: 5514.917969
	Iteration 23Q: 3 clusters Score -1.049116e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -10491414.000000 Penalty: 5514.917969
	Iteration 24Q: 3 clusters Score -1.049141e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -10491589.000000 Penalty: 5514.917969
	Iteration 25Q: 3 clusters Score -1.049159e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -10491832.000000 Penalty: 5514.917969
	Iteration 26Q: 3 clusters Score -1.049183e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -10492029.000000 Penalty: 5514.917969
	Iteration 27Q: 3 clusters Score -1.049203e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -10492251.000000 Penalty: 5514.917969
	Iteration 28Q: 3 clusters Score -1.049225e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -10492477.000000 Penalty: 5514.917969
	Iteration 29Q: 3 clusters Score -1.049248e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -10492733.000000 Penalty: 5514.917969
	Iteration 30Q: 3 clusters Score -1.049273e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -10492925.000000 Penalty: 5514.917969
	Iteration 31Q: 3 clusters Score -1.049292e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -10493208.000000 Penalty: 5514.917969
	Iteration 32Q: 3 clusters Score -1.049321e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -10493472.000000 Penalty: 5514.917969
	Iteration 33Q: 3 clusters Score -1.049347e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10493748.000000 Penalty: 5514.917969
	Iteration 34Q: 3 clusters Score -1.049375e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -10494002.000000 Penalty: 5514.917969
	Iteration 35Q: 3 clusters Score -1.0494e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -10494274.000000 Penalty: 5514.917969
	Iteration 36Q: 3 clusters Score -1.049427e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -10494502.000000 Penalty: 5514.917969
	Iteration 37Q: 3 clusters Score -1.04945e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -10494707.000000 Penalty: 5514.917969
	Iteration 38Q: 3 clusters Score -1.049471e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -10494926.000000 Penalty: 5514.917969
	Iteration 39Q: 3 clusters Score -1.049493e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -10495170.000000 Penalty: 5514.917969
	Iteration 40F: 3 clusters Score -1.049517e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -10495380.000000 Penalty: 5514.917969
	Iteration 41Q: 3 clusters Score -1.049538e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -10495524.000000 Penalty: 5514.917969
	Iteration 42Q: 3 clusters Score -1.049552e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10495648.000000 Penalty: 5514.917969
	Iteration 43Q: 3 clusters Score -1.049565e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -10495776.000000 Penalty: 5514.917969
	Iteration 44Q: 3 clusters Score -1.049578e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -10495920.000000 Penalty: 5514.917969
	Iteration 45Q: 3 clusters Score -1.049592e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -10496026.000000 Penalty: 5514.917969
	Iteration 46Q: 3 clusters Score -1.049603e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10496155.000000 Penalty: 5514.917969
	Iteration 47Q: 3 clusters Score -1.049616e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10496290.000000 Penalty: 5514.917969
	Iteration 48Q: 3 clusters Score -1.049629e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10496410.000000 Penalty: 5514.917969
	Iteration 49Q: 3 clusters Score -1.049641e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -10496433.000000 Penalty: 5514.917969
	Iteration 50Q: 3 clusters Score -1.049643e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10496529.000000 Penalty: 5514.917969
	Iteration 51Q: 3 clusters Score -1.049653e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10496603.000000 Penalty: 5514.917969
	Iteration 52Q: 3 clusters Score -1.04966e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10496681.000000 Penalty: 5514.917969
	Iteration 53Q: 3 clusters Score -1.049668e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10496705.000000 Penalty: 5514.917969
	Iteration 54Q: 3 clusters Score -1.04967e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10496743.000000 Penalty: 5514.917969
	Iteration 55Q: 3 clusters Score -1.049674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10496770.000000 Penalty: 5514.917969
	Iteration 56Q: 3 clusters Score -1.049677e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10496800.000000 Penalty: 5514.917969
	Iteration 57Q: 3 clusters Score -1.04968e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10496820.000000 Penalty: 5514.917969
	Iteration 58Q: 3 clusters Score -1.049682e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10496835.000000 Penalty: 5514.917969
	Iteration 59Q: 3 clusters Score -1.049684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10496840.000000 Penalty: 5514.917969
	Iteration 60F: 3 clusters Score -1.049684e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10496842.000000 Penalty: 5514.917969
	Iteration 61Q: 3 clusters Score -1.049684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10496846.000000 Penalty: 5514.917969
	Iteration 62Q: 3 clusters Score -1.049685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10496862.000000 Penalty: 5514.917969
	Iteration 63Q: 3 clusters Score -1.049686e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10496886.000000 Penalty: 5514.917969
	Iteration 64Q: 3 clusters Score -1.049689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10496910.000000 Penalty: 5514.917969
	Iteration 65Q: 3 clusters Score -1.049691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10496918.000000 Penalty: 5514.917969
	Iteration 66Q: 3 clusters Score -1.049692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10496926.000000 Penalty: 5514.917969
	Iteration 67Q: 3 clusters Score -1.049693e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10496936.000000 Penalty: 5514.917969
	Iteration 68Q: 3 clusters Score -1.049694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10496950.000000 Penalty: 5514.917969
	Iteration 69Q: 3 clusters Score -1.049695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10496979.000000 Penalty: 5514.917969
	Iteration 70Q: 3 clusters Score -1.049698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10496972.000000 Penalty: 5514.917969
	Iteration 71Q: 3 clusters Score -1.049697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10496976.000000 Penalty: 5514.917969
	Iteration 72Q: 3 clusters Score -1.049698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10496986.000000 Penalty: 5514.917969
	Iteration 73Q: 3 clusters Score -1.049699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10496995.000000 Penalty: 5514.917969
	Iteration 74Q: 3 clusters Score -1.0497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10496985.000000 Penalty: 5514.917969
	Iteration 75Q: 3 clusters Score -1.049698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10496985.000000 Penalty: 5514.917969
	Iteration 76Q: 3 clusters Score -1.049698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10496985.000000 Penalty: 5514.917969
	Iteration 77Q: 3 clusters Score -1.049698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10496999.000000 Penalty: 5514.917969
	Iteration 78Q: 3 clusters Score -1.0497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10496999.000000 Penalty: 5514.917969
	Iteration 79Q: 3 clusters Score -1.0497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10497000.000000 Penalty: 5514.917969
	Iteration 80F: 3 clusters Score -1.0497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10497013.000000 Penalty: 5514.917969
	Iteration 81Q: 3 clusters Score -1.049701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10497009.000000 Penalty: 5514.917969
	Iteration 82Q: 3 clusters Score -1.049701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10497021.000000 Penalty: 5514.917969
	Iteration 83Q: 3 clusters Score -1.049702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10497022.000000 Penalty: 5514.917969
	Iteration 84Q: 3 clusters Score -1.049702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10497024.000000 Penalty: 5514.917969
	Iteration 85Q: 3 clusters Score -1.049702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10497019.000000 Penalty: 5514.917969
	Iteration 86Q: 3 clusters Score -1.049702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10497009.000000 Penalty: 5514.917969
	Iteration 87Q: 3 clusters Score -1.049701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10497021.000000 Penalty: 5514.917969
	Iteration 88Q: 3 clusters Score -1.049702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10497026.000000 Penalty: 5514.917969
	Iteration 89Q: 3 clusters Score -1.049703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10497028.000000 Penalty: 5514.917969
	Iteration 90Q: 3 clusters Score -1.049703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10497034.000000 Penalty: 5514.917969
	Iteration 91Q: 3 clusters Score -1.049703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10497038.000000 Penalty: 5514.917969
	Iteration 92Q: 3 clusters Score -1.049704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10497040.000000 Penalty: 5514.917969
	Iteration 93Q: 3 clusters Score -1.049704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10497028.000000 Penalty: 5514.917969
	Iteration 94Q: 3 clusters Score -1.049703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10497030.000000 Penalty: 5514.917969
	Iteration 95Q: 3 clusters Score -1.049703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10497030.000000 Penalty: 5514.917969
	Iteration 96F: 3 clusters Score -1.049703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -20626.167969 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -20626.17 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: -19602.060547 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -19602.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19645.449219 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -19645.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19651.232422 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -19651.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19651.232422 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -19651.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -752075.125000 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -752075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -747442.437500 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -747442.4 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -748615.250000 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -748615.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -748875.375000 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -748875.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -749028.375000 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -749028.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -749122.875000 Penalty: 4235.418457
	Iteration 4Q: 3 clusters Score -749122.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -749197.000000 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -749197 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -749273.812500 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -749273.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -749365.812500 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -749365.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -749489.812500 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -749489.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -749640.000000 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -749640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -749820.062500 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -749820.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -750056.500000 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -750056.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -750309.750000 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -750309.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -750525.187500 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -750525.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -750681.312500 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -750681.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -750803.375000 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -750803.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -750891.125000 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -750891.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -750945.375000 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -750945.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -750972.375000 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -750972.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -750987.812500 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -750987.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -751003.062500 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -751003.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -751009.687500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -751009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -751010.562500 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -751010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -751013.500000 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -751013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -751014.875000 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -751014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -751017.062500 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -751017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -751017.375000 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -751017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -751020.125000 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -751020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -751024.562500 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -751024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -751023.687500 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -751023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -751023.687500 Penalty: 4235.418457
	Iteration 30F: 3 clusters Score -751023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -93920.062500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -93920.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92294.453125 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -92294.45 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92716.937500 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -92716.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93031.562500 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -93031.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93250.851562 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -93250.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93457.929688 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -93457.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93612.789062 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -93612.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93771.742188 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -93771.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93834.296875 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -93834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93941.398438 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -93941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93986.132812 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -93986.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94067.031250 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -94067.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94263.812500 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -94263.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94269.242188 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -94269.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94271.242188 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -94271.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94271.242188 Penalty: 3243.634766
	Iteration 14F: 3 clusters Score -94271.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93762 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60644 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46146 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 411 members 
Entering Unmasked Estep 
Score: -137802272.000000 Penalty: 98730.570312
Splitting cluster 15 changes total score from -137803600.000000 to -137802272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Entering Unmasked Estep 
Score: -2925952.500000 Penalty: 2446.225098
	Iteration 0F: 2 clusters Score -2925952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2912314.250000 Penalty: 4892.450195
	Iteration 0F: 3 clusters Score -2912314 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2916848.250000 Penalty: 4892.450195
	Iteration 1F: 3 clusters Score -2916848 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2917192.000000 Penalty: 4892.450195
	Iteration 2F: 3 clusters Score -2917192 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2917416.250000 Penalty: 4892.450195
	Iteration 3Q: 3 clusters Score -2917416 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2917598.500000 Penalty: 4892.450195
	Iteration 4Q: 3 clusters Score -2917598 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2917762.750000 Penalty: 4892.450195
	Iteration 5Q: 3 clusters Score -2917763 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2917900.750000 Penalty: 4892.450195
	Iteration 6Q: 3 clusters Score -2917901 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2918077.250000 Penalty: 4892.450195
	Iteration 7Q: 3 clusters Score -2918077 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2918314.750000 Penalty: 4892.450195
	Iteration 8Q: 3 clusters Score -2918315 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2918642.750000 Penalty: 4892.450195
	Iteration 9Q: 3 clusters Score -2918643 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2919044.500000 Penalty: 4892.450195
	Iteration 10Q: 3 clusters Score -2919044 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2919653.750000 Penalty: 4892.450195
	Iteration 11Q: 3 clusters Score -2919654 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2920450.500000 Penalty: 4892.450195
	Iteration 12F: 3 clusters Score -2920450 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2921352.500000 Penalty: 4892.450195
	Iteration 13F: 3 clusters Score -2921352 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2922206.250000 Penalty: 4892.450195
	Iteration 14F: 3 clusters Score -2922206 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2922864.750000 Penalty: 4892.450195
	Iteration 15Q: 3 clusters Score -2922865 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2923310.250000 Penalty: 4892.450195
	Iteration 16Q: 3 clusters Score -2923310 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2923573.000000 Penalty: 4892.450195
	Iteration 17Q: 3 clusters Score -2923573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2923706.000000 Penalty: 4892.450195
	Iteration 18Q: 3 clusters Score -2923706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2923782.500000 Penalty: 4892.450195
	Iteration 19Q: 3 clusters Score -2923782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2923830.750000 Penalty: 4892.450195
	Iteration 20F: 3 clusters Score -2923831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2923866.500000 Penalty: 4892.450195
	Iteration 21Q: 3 clusters Score -2923866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2923887.250000 Penalty: 4892.450195
	Iteration 22Q: 3 clusters Score -2923887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2923894.250000 Penalty: 4892.450195
	Iteration 23Q: 3 clusters Score -2923894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2923906.500000 Penalty: 4892.450195
	Iteration 24Q: 3 clusters Score -2923906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2923910.500000 Penalty: 4892.450195
	Iteration 25Q: 3 clusters Score -2923910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2923918.000000 Penalty: 4892.450195
	Iteration 26Q: 3 clusters Score -2923918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2923917.500000 Penalty: 4892.450195
	Iteration 27Q: 3 clusters Score -2923918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2923915.750000 Penalty: 4892.450195
	Iteration 28Q: 3 clusters Score -2923916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2923915.750000 Penalty: 4892.450195
	Iteration 29F: 3 clusters Score -2923916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Entering Unmasked Estep 
Score: -14442585.000000 Penalty: 2839.231689
	Iteration 0F: 2 clusters Score -1.444258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -14380892.000000 Penalty: 5678.463379
	Iteration 0F: 3 clusters Score -1.438089e+07 nChanged 44154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -14406083.000000 Penalty: 5678.463379
	Iteration 1F: 3 clusters Score -1.440608e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -14407118.000000 Penalty: 5678.463379
	Iteration 2Q: 3 clusters Score -1.440712e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -14408354.000000 Penalty: 5678.463379
	Iteration 3Q: 3 clusters Score -1.440835e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -14410177.000000 Penalty: 5678.463379
	Iteration 4Q: 3 clusters Score -1.441018e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -14412411.000000 Penalty: 5678.463379
	Iteration 5Q: 3 clusters Score -1.441241e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -14415676.000000 Penalty: 5678.463379
	Iteration 6F: 3 clusters Score -1.441568e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -14419719.000000 Penalty: 5678.463379
	Iteration 7F: 3 clusters Score -1.441972e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -14424017.000000 Penalty: 5678.463379
	Iteration 8F: 3 clusters Score -1.442402e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -14427886.000000 Penalty: 5678.463379
	Iteration 9F: 3 clusters Score -1.442789e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -14431028.000000 Penalty: 5678.463379
	Iteration 10Q: 3 clusters Score -1.443103e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -14433687.000000 Penalty: 5678.463379
	Iteration 11Q: 3 clusters Score -1.443369e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -14435711.000000 Penalty: 5678.463379
	Iteration 12Q: 3 clusters Score -1.443571e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -14437136.000000 Penalty: 5678.463379
	Iteration 13Q: 3 clusters Score -1.443714e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -14438161.000000 Penalty: 5678.463379
	Iteration 14Q: 3 clusters Score -1.443816e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -14438883.000000 Penalty: 5678.463379
	Iteration 15Q: 3 clusters Score -1.443888e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -14439364.000000 Penalty: 5678.463379
	Iteration 16Q: 3 clusters Score -1.443936e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -14439644.000000 Penalty: 5678.463379
	Iteration 17Q: 3 clusters Score -1.443964e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -14439826.000000 Penalty: 5678.463379
	Iteration 18Q: 3 clusters Score -1.443983e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -14439925.000000 Penalty: 5678.463379
	Iteration 19Q: 3 clusters Score -1.443992e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -14439993.000000 Penalty: 5678.463379
	Iteration 20F: 3 clusters Score -1.443999e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -14440046.000000 Penalty: 5678.463379
	Iteration 21Q: 3 clusters Score -1.444005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -14440116.000000 Penalty: 5678.463379
	Iteration 22Q: 3 clusters Score -1.444012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -14440149.000000 Penalty: 5678.463379
	Iteration 23Q: 3 clusters Score -1.444015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -14440186.000000 Penalty: 5678.463379
	Iteration 24Q: 3 clusters Score -1.444019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -14440213.000000 Penalty: 5678.463379
	Iteration 25Q: 3 clusters Score -1.444021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -14440217.000000 Penalty: 5678.463379
	Iteration 26Q: 3 clusters Score -1.444022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -14440219.000000 Penalty: 5678.463379
	Iteration 27Q: 3 clusters Score -1.444022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -14440201.000000 Penalty: 5678.463379
	Iteration 28Q: 3 clusters Score -1.44402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -14440205.000000 Penalty: 5678.463379
	Iteration 29Q: 3 clusters Score -1.44402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -14440220.000000 Penalty: 5678.463379
	Iteration 30Q: 3 clusters Score -1.444022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -14440225.000000 Penalty: 5678.463379
	Iteration 31Q: 3 clusters Score -1.444022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -14440229.000000 Penalty: 5678.463379
	Iteration 32Q: 3 clusters Score -1.444023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -14440267.000000 Penalty: 5678.463379
	Iteration 33Q: 3 clusters Score -1.444027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -14440274.000000 Penalty: 5678.463379
	Iteration 34Q: 3 clusters Score -1.444027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -14440269.000000 Penalty: 5678.463379
	Iteration 35Q: 3 clusters Score -1.444027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -14440293.000000 Penalty: 5678.463379
	Iteration 36Q: 3 clusters Score -1.444029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -14440286.000000 Penalty: 5678.463379
	Iteration 37Q: 3 clusters Score -1.444029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -14440292.000000 Penalty: 5678.463379
	Iteration 38Q: 3 clusters Score -1.444029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -14440293.000000 Penalty: 5678.463379
	Iteration 39Q: 3 clusters Score -1.444029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -14440295.000000 Penalty: 5678.463379
	Iteration 40F: 3 clusters Score -1.44403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -14440297.000000 Penalty: 5678.463379
	Iteration 41Q: 3 clusters Score -1.44403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -14440294.000000 Penalty: 5678.463379
	Iteration 42Q: 3 clusters Score -1.444029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -14440294.000000 Penalty: 5678.463379
	Iteration 43F: 3 clusters Score -1.444029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Entering Unmasked Estep 
Score: -7123029.500000 Penalty: 2670.871094
	Iteration 0F: 2 clusters Score -7123030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7091082.500000 Penalty: 5341.742188
	Iteration 0F: 3 clusters Score -7091082 nChanged 21809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -7103189.500000 Penalty: 5341.742188
	Iteration 1F: 3 clusters Score -7103190 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7103823.500000 Penalty: 5341.742188
	Iteration 2Q: 3 clusters Score -7103824 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -7104327.000000 Penalty: 5341.742188
	Iteration 3Q: 3 clusters Score -7104327 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -7104956.000000 Penalty: 5341.742188
	Iteration 4Q: 3 clusters Score -7104956 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -7105656.500000 Penalty: 5341.742188
	Iteration 5Q: 3 clusters Score -7105656 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -7106366.500000 Penalty: 5341.742188
	Iteration 6Q: 3 clusters Score -7106366 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7107183.000000 Penalty: 5341.742188
	Iteration 7Q: 3 clusters Score -7107183 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7107911.000000 Penalty: 5341.742188
	Iteration 8Q: 3 clusters Score -7107911 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -7108590.000000 Penalty: 5341.742188
	Iteration 9Q: 3 clusters Score -7108590 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -7109175.000000 Penalty: 5341.742188
	Iteration 10Q: 3 clusters Score -7109175 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7109636.000000 Penalty: 5341.742188
	Iteration 11Q: 3 clusters Score -7109636 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7110079.000000 Penalty: 5341.742188
	Iteration 12Q: 3 clusters Score -7110079 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7110470.000000 Penalty: 5341.742188
	Iteration 13Q: 3 clusters Score -7110470 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -7110887.500000 Penalty: 5341.742188
	Iteration 14Q: 3 clusters Score -7110888 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -7111400.000000 Penalty: 5341.742188
	Iteration 15Q: 3 clusters Score -7111400 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7112051.500000 Penalty: 5341.742188
	Iteration 16Q: 3 clusters Score -7112052 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -7112833.500000 Penalty: 5341.742188
	Iteration 17Q: 3 clusters Score -7112834 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7113834.000000 Penalty: 5341.742188
	Iteration 18Q: 3 clusters Score -7113834 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7115074.000000 Penalty: 5341.742188
	Iteration 19Q: 3 clusters Score -7115074 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -7116406.000000 Penalty: 5341.742188
	Iteration 20F: 3 clusters Score -7116406 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7117798.000000 Penalty: 5341.742188
	Iteration 21Q: 3 clusters Score -7117798 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -7118923.500000 Penalty: 5341.742188
	Iteration 22Q: 3 clusters Score -7118924 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -7119698.500000 Penalty: 5341.742188
	Iteration 23Q: 3 clusters Score -7119698 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -7120116.500000 Penalty: 5341.742188
	Iteration 24Q: 3 clusters Score -7120116 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -7120352.500000 Penalty: 5341.742188
	Iteration 25Q: 3 clusters Score -7120352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -7120489.000000 Penalty: 5341.742188
	Iteration 26Q: 3 clusters Score -7120489 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -7120575.000000 Penalty: 5341.742188
	Iteration 27Q: 3 clusters Score -7120575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -7120652.000000 Penalty: 5341.742188
	Iteration 28Q: 3 clusters Score -7120652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -7120687.500000 Penalty: 5341.742188
	Iteration 29Q: 3 clusters Score -7120688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -7120717.500000 Penalty: 5341.742188
	Iteration 30Q: 3 clusters Score -7120718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -7120731.500000 Penalty: 5341.742188
	Iteration 31Q: 3 clusters Score -7120732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -7120762.000000 Penalty: 5341.742188
	Iteration 32Q: 3 clusters Score -7120762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -7120774.000000 Penalty: 5341.742188
	Iteration 33Q: 3 clusters Score -7120774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -7120781.000000 Penalty: 5341.742188
	Iteration 34Q: 3 clusters Score -7120781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -7120783.000000 Penalty: 5341.742188
	Iteration 35Q: 3 clusters Score -7120783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -7120786.000000 Penalty: 5341.742188
	Iteration 36Q: 3 clusters Score -7120786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -7120786.000000 Penalty: 5341.742188
	Iteration 37F: 3 clusters Score -7120786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Entering Unmasked Estep 
Score: -8098551.000000 Penalty: 2701.337402
	Iteration 0F: 2 clusters Score -8098551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -8062311.000000 Penalty: 5402.674805
	Iteration 0F: 3 clusters Score -8062311 nChanged 25026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8076207.500000 Penalty: 5402.674805
	Iteration 1F: 3 clusters Score -8076208 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8076717.000000 Penalty: 5402.674805
	Iteration 2Q: 3 clusters Score -8076717 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -8077291.500000 Penalty: 5402.674805
	Iteration 3Q: 3 clusters Score -8077292 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8077875.000000 Penalty: 5402.674805
	Iteration 4Q: 3 clusters Score -8077875 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8078783.000000 Penalty: 5402.674805
	Iteration 5Q: 3 clusters Score -8078783 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8080183.000000 Penalty: 5402.674805
	Iteration 6F: 3 clusters Score -8080183 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -8082210.500000 Penalty: 5402.674805
	Iteration 7F: 3 clusters Score -8082210 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -8084933.000000 Penalty: 5402.674805
	Iteration 8F: 3 clusters Score -8084933 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -8088016.000000 Penalty: 5402.674805
	Iteration 9F: 3 clusters Score -8088016 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -8090910.500000 Penalty: 5402.674805
	Iteration 10F: 3 clusters Score -8090910 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -8092931.500000 Penalty: 5402.674805
	Iteration 11Q: 3 clusters Score -8092932 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8094207.000000 Penalty: 5402.674805
	Iteration 12Q: 3 clusters Score -8094207 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8095056.500000 Penalty: 5402.674805
	Iteration 13Q: 3 clusters Score -8095056 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8095534.000000 Penalty: 5402.674805
	Iteration 14Q: 3 clusters Score -8095534 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8095836.500000 Penalty: 5402.674805
	Iteration 15Q: 3 clusters Score -8095836 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8096034.000000 Penalty: 5402.674805
	Iteration 16Q: 3 clusters Score -8096034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8096125.000000 Penalty: 5402.674805
	Iteration 17Q: 3 clusters Score -8096125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8096190.000000 Penalty: 5402.674805
	Iteration 18Q: 3 clusters Score -8096190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8096221.000000 Penalty: 5402.674805
	Iteration 19Q: 3 clusters Score -8096221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8096245.000000 Penalty: 5402.674805
	Iteration 20F: 3 clusters Score -8096245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8096264.000000 Penalty: 5402.674805
	Iteration 21Q: 3 clusters Score -8096264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8096273.000000 Penalty: 5402.674805
	Iteration 22Q: 3 clusters Score -8096273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8096288.500000 Penalty: 5402.674805
	Iteration 23Q: 3 clusters Score -8096288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8096289.500000 Penalty: 5402.674805
	Iteration 24Q: 3 clusters Score -8096290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8096284.000000 Penalty: 5402.674805
	Iteration 25Q: 3 clusters Score -8096284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8096302.500000 Penalty: 5402.674805
	Iteration 26Q: 3 clusters Score -8096302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8096290.500000 Penalty: 5402.674805
	Iteration 27Q: 3 clusters Score -8096290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8096290.500000 Penalty: 5402.674805
	Iteration 28F: 3 clusters Score -8096290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -55826.507812 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -55826.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54433.738281 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -54433.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54873.441406 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -54873.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55073.589844 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -55073.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -55178.062500 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -55178.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -55235.144531 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -55235.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -55272.597656 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -55272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -55283.679688 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -55283.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55301.972656 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -55301.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55310.144531 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -55310.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -55312.703125 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -55312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -55319.777344 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -55319.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -55319.777344 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -55319.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Entering Unmasked Estep 
Score: -9392495.000000 Penalty: 2731.168457
	Iteration 0F: 2 clusters Score -9392495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -9351675.000000 Penalty: 5462.336914
	Iteration 0F: 3 clusters Score -9351675 nChanged 28252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -9367381.000000 Penalty: 5462.336914
	Iteration 1F: 3 clusters Score -9367381 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -9368197.000000 Penalty: 5462.336914
	Iteration 2Q: 3 clusters Score -9368197 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -9369176.000000 Penalty: 5462.336914
	Iteration 3Q: 3 clusters Score -9369176 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -9370595.000000 Penalty: 5462.336914
	Iteration 4Q: 3 clusters Score -9370595 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -9372891.000000 Penalty: 5462.336914
	Iteration 5F: 3 clusters Score -9372891 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -9376365.000000 Penalty: 5462.336914
	Iteration 6F: 3 clusters Score -9376365 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -9380817.000000 Penalty: 5462.336914
	Iteration 7F: 3 clusters Score -9380817 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9385177.000000 Penalty: 5462.336914
	Iteration 8F: 3 clusters Score -9385177 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9388033.000000 Penalty: 5462.336914
	Iteration 9Q: 3 clusters Score -9388033 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9389318.000000 Penalty: 5462.336914
	Iteration 10Q: 3 clusters Score -9389318 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9389738.000000 Penalty: 5462.336914
	Iteration 11Q: 3 clusters Score -9389738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9389884.000000 Penalty: 5462.336914
	Iteration 12Q: 3 clusters Score -9389884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9389946.000000 Penalty: 5462.336914
	Iteration 13Q: 3 clusters Score -9389946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9389973.000000 Penalty: 5462.336914
	Iteration 14Q: 3 clusters Score -9389973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9390006.000000 Penalty: 5462.336914
	Iteration 15Q: 3 clusters Score -9390006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9390020.000000 Penalty: 5462.336914
	Iteration 16Q: 3 clusters Score -9390020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9390040.000000 Penalty: 5462.336914
	Iteration 17Q: 3 clusters Score -9390040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9390052.000000 Penalty: 5462.336914
	Iteration 18Q: 3 clusters Score -9390052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9390046.000000 Penalty: 5462.336914
	Iteration 19Q: 3 clusters Score -9390046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9390054.000000 Penalty: 5462.336914
	Iteration 20F: 3 clusters Score -9390054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9390050.000000 Penalty: 5462.336914
	Iteration 21Q: 3 clusters Score -9390050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9390054.000000 Penalty: 5462.336914
	Iteration 22Q: 3 clusters Score -9390054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9390054.000000 Penalty: 5462.336914
	Iteration 23F: 3 clusters Score -9390054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Entering Unmasked Estep 
Score: -3197911.000000 Penalty: 2480.669434
	Iteration 0F: 2 clusters Score -3197911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3182555.750000 Penalty: 4961.338867
	Iteration 0F: 3 clusters Score -3182556 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3187742.250000 Penalty: 4961.338867
	Iteration 1F: 3 clusters Score -3187742 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3188200.750000 Penalty: 4961.338867
	Iteration 2F: 3 clusters Score -3188201 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3188567.500000 Penalty: 4961.338867
	Iteration 3Q: 3 clusters Score -3188568 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3188905.000000 Penalty: 4961.338867
	Iteration 4Q: 3 clusters Score -3188905 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3189282.750000 Penalty: 4961.338867
	Iteration 5Q: 3 clusters Score -3189283 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3189735.000000 Penalty: 4961.338867
	Iteration 6Q: 3 clusters Score -3189735 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3190354.500000 Penalty: 4961.338867
	Iteration 7Q: 3 clusters Score -3190354 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3191242.250000 Penalty: 4961.338867
	Iteration 8F: 3 clusters Score -3191242 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3192385.000000 Penalty: 4961.338867
	Iteration 9F: 3 clusters Score -3192385 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3193615.500000 Penalty: 4961.338867
	Iteration 10F: 3 clusters Score -3193616 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3194735.250000 Penalty: 4961.338867
	Iteration 11F: 3 clusters Score -3194735 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3195443.750000 Penalty: 4961.338867
	Iteration 12Q: 3 clusters Score -3195444 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3195816.000000 Penalty: 4961.338867
	Iteration 13Q: 3 clusters Score -3195816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3195967.750000 Penalty: 4961.338867
	Iteration 14Q: 3 clusters Score -3195968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3196041.750000 Penalty: 4961.338867
	Iteration 15Q: 3 clusters Score -3196042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3196088.000000 Penalty: 4961.338867
	Iteration 16Q: 3 clusters Score -3196088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3196105.000000 Penalty: 4961.338867
	Iteration 17Q: 3 clusters Score -3196105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3196109.250000 Penalty: 4961.338867
	Iteration 18Q: 3 clusters Score -3196109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3196110.750000 Penalty: 4961.338867
	Iteration 19Q: 3 clusters Score -3196111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3196119.500000 Penalty: 4961.338867
	Iteration 20F: 3 clusters Score -3196120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3196125.250000 Penalty: 4961.338867
	Iteration 21Q: 3 clusters Score -3196125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3196125.750000 Penalty: 4961.338867
	Iteration 22Q: 3 clusters Score -3196126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3196125.500000 Penalty: 4961.338867
	Iteration 23Q: 3 clusters Score -3196126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3196132.000000 Penalty: 4961.338867
	Iteration 24Q: 3 clusters Score -3196132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3196135.500000 Penalty: 4961.338867
	Iteration 25Q: 3 clusters Score -3196136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3196133.500000 Penalty: 4961.338867
	Iteration 26Q: 3 clusters Score -3196134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3196137.000000 Penalty: 4961.338867
	Iteration 27Q: 3 clusters Score -3196137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3196137.500000 Penalty: 4961.338867
	Iteration 28Q: 3 clusters Score -3196138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3196137.500000 Penalty: 4961.338867
	Iteration 29F: 3 clusters Score -3196138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -304926.593750 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -304926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302287.562500 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -302287.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -302725.250000 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -302725.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -302825.875000 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -302825.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302898.531250 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -302898.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302935.312500 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -302935.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302962.562500 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -302962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302975.468750 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -302975.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302984.500000 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -302984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -302988.875000 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -302988.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -302993.062500 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -302993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302995.031250 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -302995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -302998.812500 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -302998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -303004.906250 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -303004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -303011.000000 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -303011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -303012.812500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -303012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -303012.812500 Penalty: 3763.808594
	Iteration 15F: 3 clusters Score -303012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -29046.802734 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -29046.8 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 115 members 
Entering Unmasked Estep 
Score: -27958.279297 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -27958.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28152.445312 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -28152.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28182.042969 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -28182.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28191.572266 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -28191.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28197.519531 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -28197.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28197.519531 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -28197.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Entering Unmasked Estep 
Score: -7184938.000000 Penalty: 2663.412354
	Iteration 0F: 2 clusters Score -7184938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7153620.500000 Penalty: 5326.824707
	Iteration 0F: 3 clusters Score -7153620 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -7165303.000000 Penalty: 5326.824707
	Iteration 1F: 3 clusters Score -7165303 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -7165700.000000 Penalty: 5326.824707
	Iteration 2Q: 3 clusters Score -7165700 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -7166072.500000 Penalty: 5326.824707
	Iteration 3Q: 3 clusters Score -7166072 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -7166363.000000 Penalty: 5326.824707
	Iteration 4Q: 3 clusters Score -7166363 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -7166648.000000 Penalty: 5326.824707
	Iteration 5Q: 3 clusters Score -7166648 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -7166957.000000 Penalty: 5326.824707
	Iteration 6Q: 3 clusters Score -7166957 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -7167350.500000 Penalty: 5326.824707
	Iteration 7Q: 3 clusters Score -7167350 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -7167766.000000 Penalty: 5326.824707
	Iteration 8Q: 3 clusters Score -7167766 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -7168298.000000 Penalty: 5326.824707
	Iteration 9Q: 3 clusters Score -7168298 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -7169025.000000 Penalty: 5326.824707
	Iteration 10Q: 3 clusters Score -7169025 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -7169960.500000 Penalty: 5326.824707
	Iteration 11Q: 3 clusters Score -7169960 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -7171254.000000 Penalty: 5326.824707
	Iteration 12F: 3 clusters Score -7171254 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -7172876.500000 Penalty: 5326.824707
	Iteration 13F: 3 clusters Score -7172876 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7174718.500000 Penalty: 5326.824707
	Iteration 14F: 3 clusters Score -7174718 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -7176236.500000 Penalty: 5326.824707
	Iteration 15Q: 3 clusters Score -7176236 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -7177163.000000 Penalty: 5326.824707
	Iteration 16Q: 3 clusters Score -7177163 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -7177664.500000 Penalty: 5326.824707
	Iteration 17Q: 3 clusters Score -7177664 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -7178039.500000 Penalty: 5326.824707
	Iteration 18Q: 3 clusters Score -7178040 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7178339.000000 Penalty: 5326.824707
	Iteration 19Q: 3 clusters Score -7178339 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -7178607.500000 Penalty: 5326.824707
	Iteration 20F: 3 clusters Score -7178608 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -7178820.500000 Penalty: 5326.824707
	Iteration 21Q: 3 clusters Score -7178820 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7179076.500000 Penalty: 5326.824707
	Iteration 22Q: 3 clusters Score -7179076 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7179337.000000 Penalty: 5326.824707
	Iteration 23Q: 3 clusters Score -7179337 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7179545.500000 Penalty: 5326.824707
	Iteration 24Q: 3 clusters Score -7179546 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7179794.500000 Penalty: 5326.824707
	Iteration 25Q: 3 clusters Score -7179794 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -7179999.000000 Penalty: 5326.824707
	Iteration 26Q: 3 clusters Score -7179999 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7180224.000000 Penalty: 5326.824707
	Iteration 27Q: 3 clusters Score -7180224 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7180394.500000 Penalty: 5326.824707
	Iteration 28Q: 3 clusters Score -7180394 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -7180560.000000 Penalty: 5326.824707
	Iteration 29Q: 3 clusters Score -7180560 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7180747.500000 Penalty: 5326.824707
	Iteration 30Q: 3 clusters Score -7180748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7180905.500000 Penalty: 5326.824707
	Iteration 31Q: 3 clusters Score -7180906 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7181030.000000 Penalty: 5326.824707
	Iteration 32Q: 3 clusters Score -7181030 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -7181157.500000 Penalty: 5326.824707
	Iteration 33Q: 3 clusters Score -7181158 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7181276.500000 Penalty: 5326.824707
	Iteration 34Q: 3 clusters Score -7181276 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7181407.000000 Penalty: 5326.824707
	Iteration 35Q: 3 clusters Score -7181407 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -7181500.000000 Penalty: 5326.824707
	Iteration 36Q: 3 clusters Score -7181500 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7181595.500000 Penalty: 5326.824707
	Iteration 37Q: 3 clusters Score -7181596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -7181713.000000 Penalty: 5326.824707
	Iteration 38Q: 3 clusters Score -7181713 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -7181803.000000 Penalty: 5326.824707
	Iteration 39Q: 3 clusters Score -7181803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7181871.500000 Penalty: 5326.824707
	Iteration 40F: 3 clusters Score -7181872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -7181913.500000 Penalty: 5326.824707
	Iteration 41Q: 3 clusters Score -7181914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -7181946.000000 Penalty: 5326.824707
	Iteration 42Q: 3 clusters Score -7181946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -7181989.500000 Penalty: 5326.824707
	Iteration 43Q: 3 clusters Score -7181990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -7182050.000000 Penalty: 5326.824707
	Iteration 44Q: 3 clusters Score -7182050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -7182096.000000 Penalty: 5326.824707
	Iteration 45Q: 3 clusters Score -7182096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -7182139.000000 Penalty: 5326.824707
	Iteration 46Q: 3 clusters Score -7182139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -7182171.500000 Penalty: 5326.824707
	Iteration 47Q: 3 clusters Score -7182172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -7182199.500000 Penalty: 5326.824707
	Iteration 48Q: 3 clusters Score -7182200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -7182249.500000 Penalty: 5326.824707
	Iteration 49Q: 3 clusters Score -7182250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -7182274.500000 Penalty: 5326.824707
	Iteration 50Q: 3 clusters Score -7182274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -7182318.500000 Penalty: 5326.824707
	Iteration 51Q: 3 clusters Score -7182318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -7182335.000000 Penalty: 5326.824707
	Iteration 52Q: 3 clusters Score -7182335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -7182368.500000 Penalty: 5326.824707
	Iteration 53Q: 3 clusters Score -7182368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -7182387.000000 Penalty: 5326.824707
	Iteration 54Q: 3 clusters Score -7182387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7182399.000000 Penalty: 5326.824707
	Iteration 55Q: 3 clusters Score -7182399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -7182419.000000 Penalty: 5326.824707
	Iteration 56Q: 3 clusters Score -7182419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -7182441.000000 Penalty: 5326.824707
	Iteration 57Q: 3 clusters Score -7182441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -7182456.000000 Penalty: 5326.824707
	Iteration 58Q: 3 clusters Score -7182456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -7182470.500000 Penalty: 5326.824707
	Iteration 59Q: 3 clusters Score -7182470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -7182493.000000 Penalty: 5326.824707
	Iteration 60F: 3 clusters Score -7182493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -7182502.000000 Penalty: 5326.824707
	Iteration 61Q: 3 clusters Score -7182502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -7182509.500000 Penalty: 5326.824707
	Iteration 62Q: 3 clusters Score -7182510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -7182515.500000 Penalty: 5326.824707
	Iteration 63Q: 3 clusters Score -7182516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -7182526.500000 Penalty: 5326.824707
	Iteration 64Q: 3 clusters Score -7182526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7182528.000000 Penalty: 5326.824707
	Iteration 65Q: 3 clusters Score -7182528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -7182545.500000 Penalty: 5326.824707
	Iteration 66Q: 3 clusters Score -7182546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -7182561.000000 Penalty: 5326.824707
	Iteration 67Q: 3 clusters Score -7182561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -7182563.000000 Penalty: 5326.824707
	Iteration 68Q: 3 clusters Score -7182563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -7182566.500000 Penalty: 5326.824707
	Iteration 69Q: 3 clusters Score -7182566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -7182576.500000 Penalty: 5326.824707
	Iteration 70Q: 3 clusters Score -7182576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -7182577.000000 Penalty: 5326.824707
	Iteration 71Q: 3 clusters Score -7182577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -7182576.000000 Penalty: 5326.824707
	Iteration 72Q: 3 clusters Score -7182576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -7182573.000000 Penalty: 5326.824707
	Iteration 73Q: 3 clusters Score -7182573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -7182588.500000 Penalty: 5326.824707
	Iteration 74Q: 3 clusters Score -7182588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -7182595.000000 Penalty: 5326.824707
	Iteration 75Q: 3 clusters Score -7182595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -7182595.000000 Penalty: 5326.824707
	Iteration 76Q: 3 clusters Score -7182595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7182599.500000 Penalty: 5326.824707
	Iteration 77Q: 3 clusters Score -7182600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -7182609.500000 Penalty: 5326.824707
	Iteration 78Q: 3 clusters Score -7182610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -7182607.500000 Penalty: 5326.824707
	Iteration 79Q: 3 clusters Score -7182608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -7182611.000000 Penalty: 5326.824707
	Iteration 80F: 3 clusters Score -7182611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -7182617.000000 Penalty: 5326.824707
	Iteration 81Q: 3 clusters Score -7182617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -7182618.500000 Penalty: 5326.824707
	Iteration 82Q: 3 clusters Score -7182618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -7182619.000000 Penalty: 5326.824707
	Iteration 83Q: 3 clusters Score -7182619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -7182614.000000 Penalty: 5326.824707
	Iteration 84Q: 3 clusters Score -7182614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7182620.000000 Penalty: 5326.824707
	Iteration 85Q: 3 clusters Score -7182620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7182620.000000 Penalty: 5326.824707
	Iteration 86F: 3 clusters Score -7182620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -370951.125000 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -370951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -367775.968750 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -367776 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -368685.406250 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -368685.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -369042.250000 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -369042.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -369309.687500 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -369309.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -369622.062500 Penalty: 3952.458252
	Iteration 4F: 3 clusters Score -369622.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -369943.781250 Penalty: 3952.458252
	Iteration 5F: 3 clusters Score -369943.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -370293.125000 Penalty: 3952.458252
	Iteration 6F: 3 clusters Score -370293.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -370546.406250 Penalty: 3952.458252
	Iteration 7F: 3 clusters Score -370546.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -370747.218750 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -370747.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -370899.343750 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -370899.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -370999.968750 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -371000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -371079.125000 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -371079.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -371126.937500 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -371126.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -371140.875000 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -371140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -371144.843750 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -371144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -371144.843750 Penalty: 3952.458252
	Iteration 15F: 3 clusters Score -371144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93762 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60644 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46146 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 882 members 
Entering Unmasked Estep 
Score: -137802544.000000 Penalty: 98730.570312
Splitting cluster 26 changes total score from -137803600.000000 to -137802544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18311.257812 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18311.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17389.869141 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -17389.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17472.574219 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -17472.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17478.396484 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -17478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17487.458984 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -17487.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17487.458984 Penalty: 2495.097168
	Iteration 4F: 3 clusters Score -17487.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -901102.687500 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -901102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -895947.375000 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -895947.4 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -897241.375000 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -897241.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -897509.750000 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -897509.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -897706.312500 Penalty: 4318.419434
	Iteration 3F: 3 clusters Score -897706.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -897838.125000 Penalty: 4318.419434
	Iteration 4Q: 3 clusters Score -897838.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -897944.937500 Penalty: 4318.419434
	Iteration 5Q: 3 clusters Score -897944.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -898030.125000 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -898030.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -898108.187500 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -898108.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -898169.937500 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -898169.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -898230.312500 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -898230.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -898299.937500 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -898299.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -898361.625000 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -898361.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -898422.312500 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -898422.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -898501.437500 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -898501.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -898582.937500 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -898582.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -898669.750000 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -898669.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -898763.625000 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -898763.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -898856.312500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -898856.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -898942.375000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -898942.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -899016.500000 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -899016.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -899073.250000 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -899073.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -899110.187500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -899110.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -899130.187500 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -899130.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -899148.812500 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -899148.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -899164.625000 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -899164.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -899183.062500 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -899183.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -899200.125000 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -899200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -899214.750000 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -899214.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -899230.437500 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -899230.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -899244.000000 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -899244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -899258.312500 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -899258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -899269.125000 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -899269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -899276.500000 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -899276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -899282.937500 Penalty: 4318.419434
	Iteration 33Q: 3 clusters Score -899282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -899290.812500 Penalty: 4318.419434
	Iteration 34Q: 3 clusters Score -899290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -899294.437500 Penalty: 4318.419434
	Iteration 35Q: 3 clusters Score -899294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -899298.562500 Penalty: 4318.419434
	Iteration 36Q: 3 clusters Score -899298.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -899304.937500 Penalty: 4318.419434
	Iteration 37Q: 3 clusters Score -899304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -899312.687500 Penalty: 4318.419434
	Iteration 38Q: 3 clusters Score -899312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -899317.062500 Penalty: 4318.419434
	Iteration 39Q: 3 clusters Score -899317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -899322.937500 Penalty: 4318.419434
	Iteration 40F: 3 clusters Score -899322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -899326.937500 Penalty: 4318.419434
	Iteration 41Q: 3 clusters Score -899326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -899331.500000 Penalty: 4318.419434
	Iteration 42Q: 3 clusters Score -899331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -899336.187500 Penalty: 4318.419434
	Iteration 43Q: 3 clusters Score -899336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -899343.187500 Penalty: 4318.419434
	Iteration 44Q: 3 clusters Score -899343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -899345.125000 Penalty: 4318.419434
	Iteration 45Q: 3 clusters Score -899345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -899346.375000 Penalty: 4318.419434
	Iteration 46Q: 3 clusters Score -899346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -899349.375000 Penalty: 4318.419434
	Iteration 47Q: 3 clusters Score -899349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -899352.937500 Penalty: 4318.419434
	Iteration 48Q: 3 clusters Score -899352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -899353.500000 Penalty: 4318.419434
	Iteration 49Q: 3 clusters Score -899353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -899354.437500 Penalty: 4318.419434
	Iteration 50Q: 3 clusters Score -899354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -899357.937500 Penalty: 4318.419434
	Iteration 51Q: 3 clusters Score -899357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -899357.500000 Penalty: 4318.419434
	Iteration 52Q: 3 clusters Score -899357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -899360.562500 Penalty: 4318.419434
	Iteration 53Q: 3 clusters Score -899360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -899363.687500 Penalty: 4318.419434
	Iteration 54Q: 3 clusters Score -899363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -899365.250000 Penalty: 4318.419434
	Iteration 55Q: 3 clusters Score -899365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -899364.750000 Penalty: 4318.419434
	Iteration 56Q: 3 clusters Score -899364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -899364.375000 Penalty: 4318.419434
	Iteration 57Q: 3 clusters Score -899364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -899366.937500 Penalty: 4318.419434
	Iteration 58Q: 3 clusters Score -899366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -899366.812500 Penalty: 4318.419434
	Iteration 59Q: 3 clusters Score -899366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -899369.500000 Penalty: 4318.419434
	Iteration 60F: 3 clusters Score -899369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -899371.937500 Penalty: 4318.419434
	Iteration 61Q: 3 clusters Score -899371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -899371.937500 Penalty: 4318.419434
	Iteration 62F: 3 clusters Score -899371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68249 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38824 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93762 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53771 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60644 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46146 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803696.000000 Penalty: 95326.062500
Iteration 479Q: 29 clusters Score -1.378037e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32746 members 
Mstep: Class 5 contains 101512 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 114867 members 
Mstep: Class 11 contains 103483 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93755 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53772 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60642 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46147 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803664.000000 Penalty: 95326.062500
Iteration 480F: 29 clusters Score -1.378037e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32754 members 
Mstep: Class 5 contains 101514 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68248 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38828 members 
Mstep: Class 10 contains 114867 members 
Mstep: Class 11 contains 103477 members 
Mstep: Class 12 contains 67427 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93753 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53774 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60635 members 
Mstep: Class 22 contains 22086 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46148 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803664.000000 Penalty: 95326.062500
Iteration 481Q: 29 clusters Score -1.378037e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32760 members 
Mstep: Class 5 contains 101513 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68248 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38831 members 
Mstep: Class 10 contains 114867 members 
Mstep: Class 11 contains 103471 members 
Mstep: Class 12 contains 67429 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93754 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53775 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60628 members 
Mstep: Class 22 contains 22087 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46148 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803696.000000 Penalty: 95326.062500
Iteration 482Q: 29 clusters Score -1.378037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32767 members 
Mstep: Class 5 contains 101516 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68246 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38833 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103467 members 
Mstep: Class 12 contains 67426 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93749 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53775 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60622 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46150 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 483Q: 29 clusters Score -1.378036e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32773 members 
Mstep: Class 5 contains 101518 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68247 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38834 members 
Mstep: Class 10 contains 114872 members 
Mstep: Class 11 contains 103455 members 
Mstep: Class 12 contains 67427 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93746 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53776 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60620 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46153 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 484Q: 29 clusters Score -1.378036e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32784 members 
Mstep: Class 5 contains 101513 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68251 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38836 members 
Mstep: Class 10 contains 114876 members 
Mstep: Class 11 contains 103453 members 
Mstep: Class 12 contains 67425 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93739 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60615 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46153 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 485Q: 29 clusters Score -1.378036e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32791 members 
Mstep: Class 5 contains 101507 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68256 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38840 members 
Mstep: Class 10 contains 114881 members 
Mstep: Class 11 contains 103451 members 
Mstep: Class 12 contains 67424 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93730 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53776 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60612 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46154 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803600.000000 Penalty: 95326.062500
Iteration 486Q: 29 clusters Score -1.378036e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32803 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68255 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38838 members 
Mstep: Class 10 contains 114879 members 
Mstep: Class 11 contains 103448 members 
Mstep: Class 12 contains 67420 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93732 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 53776 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60616 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46156 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 487Q: 29 clusters Score -1.378036e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32810 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68258 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38837 members 
Mstep: Class 10 contains 114878 members 
Mstep: Class 11 contains 103446 members 
Mstep: Class 12 contains 67417 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19222 members 
Mstep: Class 17 contains 93727 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 53776 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60613 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46159 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 488Q: 29 clusters Score -1.378036e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32820 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38837 members 
Mstep: Class 10 contains 114878 members 
Mstep: Class 11 contains 103440 members 
Mstep: Class 12 contains 67416 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93724 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60612 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46158 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803568.000000 Penalty: 95326.062500
Iteration 489Q: 29 clusters Score -1.378036e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32824 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38839 members 
Mstep: Class 10 contains 114880 members 
Mstep: Class 11 contains 103437 members 
Mstep: Class 12 contains 67413 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93724 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60608 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46160 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803664.000000 Penalty: 95326.062500
Iteration 490Q: 29 clusters Score -1.378037e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32833 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38841 members 
Mstep: Class 10 contains 114881 members 
Mstep: Class 11 contains 103428 members 
Mstep: Class 12 contains 67412 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93723 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60602 members 
Mstep: Class 22 contains 22091 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46161 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803680.000000 Penalty: 95326.062500
Iteration 491Q: 29 clusters Score -1.378037e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32842 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38842 members 
Mstep: Class 10 contains 114880 members 
Mstep: Class 11 contains 103413 members 
Mstep: Class 12 contains 67407 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93733 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 53776 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60596 members 
Mstep: Class 22 contains 22091 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46163 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803648.000000 Penalty: 95326.062500
Iteration 492Q: 29 clusters Score -1.378036e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32849 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38842 members 
Mstep: Class 10 contains 114881 members 
Mstep: Class 11 contains 103402 members 
Mstep: Class 12 contains 67407 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93736 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60593 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46166 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803632.000000 Penalty: 95326.062500
Iteration 493Q: 29 clusters Score -1.378036e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32861 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38842 members 
Mstep: Class 10 contains 114877 members 
Mstep: Class 11 contains 103395 members 
Mstep: Class 12 contains 67404 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93735 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60587 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46174 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803744.000000 Penalty: 95326.062500
Iteration 494Q: 29 clusters Score -1.378037e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32872 members 
Mstep: Class 5 contains 101509 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38843 members 
Mstep: Class 10 contains 114868 members 
Mstep: Class 11 contains 103390 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93736 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53778 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60586 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46172 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803696.000000 Penalty: 95326.062500
Iteration 495Q: 29 clusters Score -1.378037e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32886 members 
Mstep: Class 5 contains 101512 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68263 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38842 members 
Mstep: Class 10 contains 114865 members 
Mstep: Class 11 contains 103374 members 
Mstep: Class 12 contains 67399 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93745 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 53779 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60582 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46173 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803664.000000 Penalty: 95326.062500
Iteration 496Q: 29 clusters Score -1.378037e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32897 members 
Mstep: Class 5 contains 101517 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38841 members 
Mstep: Class 10 contains 114865 members 
Mstep: Class 11 contains 103362 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93746 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 19 contains 53780 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60578 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46175 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803728.000000 Penalty: 95326.062500
Iteration 497Q: 29 clusters Score -1.378037e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32904 members 
Mstep: Class 5 contains 101512 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38843 members 
Mstep: Class 10 contains 114866 members 
Mstep: Class 11 contains 103351 members 
Mstep: Class 12 contains 67399 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 93753 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 53779 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60575 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46174 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803584.000000 Penalty: 95326.062500
Iteration 498Q: 29 clusters Score -1.378036e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32912 members 
Mstep: Class 5 contains 101508 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68264 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38844 members 
Mstep: Class 10 contains 114868 members 
Mstep: Class 11 contains 103342 members 
Mstep: Class 12 contains 67397 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19224 members 
Mstep: Class 17 contains 93757 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 19 contains 53779 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60575 members 
Mstep: Class 22 contains 22089 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46172 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803696.000000 Penalty: 95326.062500
Iteration 499Q: 29 clusters Score -1.378037e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 32922 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 68261 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 38848 members 
Mstep: Class 10 contains 114870 members 
Mstep: Class 11 contains 103332 members 
Mstep: Class 12 contains 67395 members 
Mstep: Class 13 contains 163 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 19225 members 
Mstep: Class 17 contains 93764 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 53779 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 60570 members 
Mstep: Class 22 contains 22090 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 46172 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 153 members 
Mstep: Class 28 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803680.000000 Penalty: 95326.062500
Iteration 500F: 29 clusters Score -1.378037e+08 nChanged 36
Maximum iterations exceeded
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419423456.000000 Penalty: 102954.828125
22->29 Clusters: Score -419423456.000000, best is -419476160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 41452 members 
Mstep: Class 4 contains 41584 members 
Mstep: Class 5 contains 41620 members 
Mstep: Class 6 contains 41366 members 
Mstep: Class 7 contains 41775 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 42005 members 
Mstep: Class 10 contains 41913 members 
Mstep: Class 11 contains 41334 members 
Mstep: Class 12 contains 41734 members 
Mstep: Class 13 contains 41440 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 41545 members 
Mstep: Class 16 contains 41453 members 
Mstep: Class 17 contains 41580 members 
Mstep: Class 18 contains 41728 members 
Mstep: Class 19 contains 41679 members 
Mstep: Class 20 contains 42101 members 
Mstep: Class 21 contains 41703 members 
Mstep: Class 22 contains 41749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 835.966309 but Gain 3404.500000
Score: -132990640.000000 Penalty: 71494.546875
Iteration 0F: 22 clusters Score -1.329906e+08 nChanged 873483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2457 members 
Mstep: Class 2 contains 33479 members 
Mstep: Class 3 contains 27986 members 
Mstep: Class 4 contains 7816 members 
Mstep: Class 5 contains 24700 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 64468 members 
Mstep: Class 9 contains 57559 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 88029 members 
Mstep: Class 13 contains 22556 members 
Mstep: Class 14 contains 24456 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 67170 members 
Mstep: Class 19 contains 42201 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 21 contains 32768 members 
Mstep: Class 22 contains 324929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135718176.000000 Penalty: 71494.546875
Iteration 1F: 22 clusters Score -1.357182e+08 nChanged 365032
Entering Unmasked Mstep 
Mstep: Class 0 contains 2343 members 
Mstep: Class 2 contains 21374 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 18448 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 9990 members 
Mstep: Class 8 contains 80297 members 
Mstep: Class 9 contains 50079 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 148910 members 
Mstep: Class 13 contains 21801 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 10063 members 
Mstep: Class 16 contains 15457 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 72150 members 
Mstep: Class 19 contains 53478 members 
Mstep: Class 20 contains 9059 members 
Mstep: Class 21 contains 28620 members 
Mstep: Class 22 contains 287383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136420352.000000 Penalty: 71494.546875
Iteration 2F: 22 clusters Score -1.364204e+08 nChanged 269741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2224 members 
Mstep: Class 2 contains 16825 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 15998 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 109429 members 
Mstep: Class 9 contains 39324 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 16448 members 
Mstep: Class 12 contains 208468 members 
Mstep: Class 13 contains 33378 members 
Mstep: Class 14 contains 19065 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 19529 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 18 contains 77362 members 
Mstep: Class 19 contains 53672 members 
Mstep: Class 20 contains 8940 members 
Mstep: Class 21 contains 26857 members 
Mstep: Class 22 contains 204400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2620.203857 but Gain 3404.500000
Score: -136764624.000000 Penalty: 68090.046875
Iteration 3F: 21 clusters Score -1.367646e+08 nChanged 224556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1889 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 9969 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 15431 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 10779 members 
Mstep: Class 8 contains 147581 members 
Mstep: Class 9 contains 30248 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 167824 members 
Mstep: Class 13 contains 45448 members 
Mstep: Class 14 contains 17452 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 18 contains 84036 members 
Mstep: Class 19 contains 54234 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 27423 members 
Mstep: Class 22 contains 202112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136969136.000000 Penalty: 68090.046875
Iteration 4F: 21 clusters Score -1.369691e+08 nChanged 165443
Entering Unmasked Mstep 
Mstep: Class 0 contains 997 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 8571 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 8 contains 162936 members 
Mstep: Class 9 contains 26409 members 
Mstep: Class 10 contains 8134 members 
Mstep: Class 11 contains 24448 members 
Mstep: Class 12 contains 137730 members 
Mstep: Class 13 contains 53099 members 
Mstep: Class 14 contains 18969 members 
Mstep: Class 15 contains 21524 members 
Mstep: Class 16 contains 28224 members 
Mstep: Class 18 contains 104814 members 
Mstep: Class 19 contains 61274 members 
Mstep: Class 20 contains 9559 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 184504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2860.191895 but Gain 3404.503906
Score: -137162080.000000 Penalty: 64685.542969
Iteration 5F: 20 clusters Score -1.371621e+08 nChanged 128527
Entering Unmasked Mstep 
Mstep: Class 0 contains 803 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 13743 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 8662 members 
Mstep: Class 8 contains 150515 members 
Mstep: Class 9 contains 24648 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 28703 members 
Mstep: Class 12 contains 124535 members 
Mstep: Class 13 contains 58527 members 
Mstep: Class 14 contains 21294 members 
Mstep: Class 15 contains 22416 members 
Mstep: Class 16 contains 31503 members 
Mstep: Class 18 contains 134390 members 
Mstep: Class 19 contains 67973 members 
Mstep: Class 20 contains 9223 members 
Mstep: Class 21 contains 25186 members 
Mstep: Class 22 contains 168801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137280240.000000 Penalty: 64685.542969
Iteration 6F: 20 clusters Score -1.372802e+08 nChanged 112581
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 13427 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 139990 members 
Mstep: Class 9 contains 23140 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 31700 members 
Mstep: Class 12 contains 112273 members 
Mstep: Class 13 contains 61216 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 23115 members 
Mstep: Class 16 contains 32542 members 
Mstep: Class 18 contains 172093 members 
Mstep: Class 19 contains 72660 members 
Mstep: Class 20 contains 8323 members 
Mstep: Class 21 contains 23251 members 
Mstep: Class 22 contains 146838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137368688.000000 Penalty: 64685.542969
Iteration 7F: 20 clusters Score -1.373687e+08 nChanged 100097
Entering Unmasked Mstep 
Mstep: Class 0 contains 670 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 8379 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 132624 members 
Mstep: Class 9 contains 21849 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 104230 members 
Mstep: Class 13 contains 62488 members 
Mstep: Class 14 contains 25092 members 
Mstep: Class 15 contains 23665 members 
Mstep: Class 16 contains 32785 members 
Mstep: Class 18 contains 201494 members 
Mstep: Class 19 contains 77593 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 22303 members 
Mstep: Class 22 contains 126932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137434640.000000 Penalty: 64685.542969
Iteration 8F: 20 clusters Score -1.374346e+08 nChanged 85652
Entering Unmasked Mstep 
Mstep: Class 0 contains 669 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 7907 members 
Mstep: Class 8 contains 127063 members 
Mstep: Class 9 contains 20875 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 35866 members 
Mstep: Class 12 contains 102308 members 
Mstep: Class 13 contains 63098 members 
Mstep: Class 14 contains 25845 members 
Mstep: Class 15 contains 24096 members 
Mstep: Class 16 contains 32641 members 
Mstep: Class 18 contains 215098 members 
Mstep: Class 19 contains 83546 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 21044 members 
Mstep: Class 22 contains 115688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137475280.000000 Penalty: 64685.542969
Iteration 9F: 20 clusters Score -1.374753e+08 nChanged 72097
Entering Unmasked Mstep 
Mstep: Class 0 contains 667 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 7796 members 
Mstep: Class 8 contains 122784 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 37435 members 
Mstep: Class 12 contains 103053 members 
Mstep: Class 13 contains 63348 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 24356 members 
Mstep: Class 16 contains 32334 members 
Mstep: Class 18 contains 219637 members 
Mstep: Class 19 contains 89358 members 
Mstep: Class 20 contains 6707 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 111228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137490608.000000 Penalty: 64685.542969
Iteration 10F: 20 clusters Score -1.374906e+08 nChanged 60482
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 119782 members 
Mstep: Class 9 contains 19743 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 38745 members 
Mstep: Class 12 contains 105391 members 
Mstep: Class 13 contains 63254 members 
Mstep: Class 14 contains 26662 members 
Mstep: Class 15 contains 24545 members 
Mstep: Class 16 contains 31942 members 
Mstep: Class 18 contains 213727 members 
Mstep: Class 19 contains 96918 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 17252 members 
Mstep: Class 22 contains 111688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137507088.000000 Penalty: 64685.542969
Iteration 11F: 20 clusters Score -1.375071e+08 nChanged 49603
Entering Unmasked Mstep 
Mstep: Class 0 contains 659 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 117073 members 
Mstep: Class 9 contains 19668 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 39800 members 
Mstep: Class 12 contains 106917 members 
Mstep: Class 13 contains 62866 members 
Mstep: Class 14 contains 27785 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 31492 members 
Mstep: Class 18 contains 203169 members 
Mstep: Class 19 contains 106787 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 16350 members 
Mstep: Class 22 contains 113483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137518368.000000 Penalty: 64685.542969
Iteration 12F: 20 clusters Score -1.375184e+08 nChanged 49254
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 3 contains 2880 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 14636 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 7610 members 
Mstep: Class 8 contains 115577 members 
Mstep: Class 9 contains 19759 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 107126 members 
Mstep: Class 13 contains 62375 members 
Mstep: Class 14 contains 29144 members 
Mstep: Class 15 contains 24774 members 
Mstep: Class 16 contains 30999 members 
Mstep: Class 18 contains 188996 members 
Mstep: Class 19 contains 120445 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 114374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137534944.000000 Penalty: 64685.542969
Iteration 13F: 20 clusters Score -1.375349e+08 nChanged 51906
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 7838 members 
Mstep: Class 5 contains 14969 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 114920 members 
Mstep: Class 9 contains 19713 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 41489 members 
Mstep: Class 12 contains 105837 members 
Mstep: Class 13 contains 61712 members 
Mstep: Class 14 contains 30522 members 
Mstep: Class 15 contains 24873 members 
Mstep: Class 16 contains 30506 members 
Mstep: Class 18 contains 173077 members 
Mstep: Class 19 contains 138775 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 15687 members 
Mstep: Class 22 contains 112915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3246.431641 but Gain 3404.500000
Score: -137552336.000000 Penalty: 61281.042969
Iteration 14F: 19 clusters Score -1.375523e+08 nChanged 57031
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 7956 members 
Mstep: Class 8 contains 115095 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 42313 members 
Mstep: Class 12 contains 104877 members 
Mstep: Class 13 contains 61042 members 
Mstep: Class 14 contains 31919 members 
Mstep: Class 15 contains 24961 members 
Mstep: Class 16 contains 30015 members 
Mstep: Class 18 contains 154399 members 
Mstep: Class 19 contains 159739 members 
Mstep: Class 20 contains 6902 members 
Mstep: Class 21 contains 16230 members 
Mstep: Class 22 contains 111475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137593168.000000 Penalty: 61281.042969
Iteration 15F: 19 clusters Score -1.375932e+08 nChanged 48636
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 15912 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 8270 members 
Mstep: Class 8 contains 115429 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 43114 members 
Mstep: Class 12 contains 105035 members 
Mstep: Class 13 contains 60386 members 
Mstep: Class 14 contains 33450 members 
Mstep: Class 15 contains 25020 members 
Mstep: Class 16 contains 29556 members 
Mstep: Class 18 contains 136667 members 
Mstep: Class 19 contains 174831 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 16809 members 
Mstep: Class 22 contains 111239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137614080.000000 Penalty: 61281.042969
Iteration 16F: 19 clusters Score -1.376141e+08 nChanged 40066
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 115346 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 11 contains 44037 members 
Mstep: Class 12 contains 105548 members 
Mstep: Class 13 contains 59818 members 
Mstep: Class 14 contains 35092 members 
Mstep: Class 15 contains 24979 members 
Mstep: Class 16 contains 28896 members 
Mstep: Class 18 contains 123191 members 
Mstep: Class 19 contains 185013 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 17397 members 
Mstep: Class 22 contains 111917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137625088.000000 Penalty: 61281.042969
Iteration 17Q: 19 clusters Score -1.376251e+08 nChanged 34568
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 8682 members 
Mstep: Class 8 contains 115312 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 45003 members 
Mstep: Class 12 contains 106254 members 
Mstep: Class 13 contains 59260 members 
Mstep: Class 14 contains 36745 members 
Mstep: Class 15 contains 24890 members 
Mstep: Class 16 contains 28007 members 
Mstep: Class 18 contains 113986 members 
Mstep: Class 19 contains 190925 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 17885 members 
Mstep: Class 22 contains 112652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137627168.000000 Penalty: 61281.042969
Iteration 18Q: 19 clusters Score -1.376272e+08 nChanged 30068
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 16780 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 115242 members 
Mstep: Class 9 contains 20419 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 46007 members 
Mstep: Class 12 contains 107155 members 
Mstep: Class 13 contains 58713 members 
Mstep: Class 14 contains 38392 members 
Mstep: Class 15 contains 24782 members 
Mstep: Class 16 contains 26897 members 
Mstep: Class 18 contains 110364 members 
Mstep: Class 19 contains 191154 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 18211 members 
Mstep: Class 22 contains 113602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137626560.000000 Penalty: 61281.042969
Iteration 19Q: 19 clusters Score -1.376266e+08 nChanged 26025
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 8749 members 
Mstep: Class 8 contains 115397 members 
Mstep: Class 9 contains 20612 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 46947 members 
Mstep: Class 12 contains 108074 members 
Mstep: Class 13 contains 58185 members 
Mstep: Class 14 contains 40098 members 
Mstep: Class 15 contains 24683 members 
Mstep: Class 16 contains 25888 members 
Mstep: Class 18 contains 109259 members 
Mstep: Class 19 contains 188726 members 
Mstep: Class 20 contains 7423 members 
Mstep: Class 21 contains 18348 members 
Mstep: Class 22 contains 114463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137629248.000000 Penalty: 61281.042969
Iteration 20F: 19 clusters Score -1.376292e+08 nChanged 23202
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 17175 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 115646 members 
Mstep: Class 9 contains 20886 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 47844 members 
Mstep: Class 12 contains 108746 members 
Mstep: Class 13 contains 57652 members 
Mstep: Class 14 contains 41940 members 
Mstep: Class 15 contains 24563 members 
Mstep: Class 16 contains 24900 members 
Mstep: Class 18 contains 109189 members 
Mstep: Class 19 contains 185457 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 18405 members 
Mstep: Class 22 contains 115194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137631424.000000 Penalty: 61281.042969
Iteration 21Q: 19 clusters Score -1.376314e+08 nChanged 21070
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 17382 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 116102 members 
Mstep: Class 9 contains 21201 members 
Mstep: Class 10 contains 1574 members 
Mstep: Class 11 contains 48660 members 
Mstep: Class 12 contains 109249 members 
Mstep: Class 13 contains 57146 members 
Mstep: Class 14 contains 43817 members 
Mstep: Class 15 contains 24435 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 18 contains 109280 members 
Mstep: Class 19 contains 181988 members 
Mstep: Class 20 contains 7773 members 
Mstep: Class 21 contains 18377 members 
Mstep: Class 22 contains 115811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137631056.000000 Penalty: 61281.042969
Iteration 22Q: 19 clusters Score -1.376311e+08 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8166 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 116655 members 
Mstep: Class 9 contains 21582 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 49314 members 
Mstep: Class 12 contains 109690 members 
Mstep: Class 13 contains 56682 members 
Mstep: Class 14 contains 45851 members 
Mstep: Class 15 contains 24329 members 
Mstep: Class 16 contains 23263 members 
Mstep: Class 18 contains 109834 members 
Mstep: Class 19 contains 177737 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 18345 members 
Mstep: Class 22 contains 116438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137629552.000000 Penalty: 61281.042969
Iteration 23Q: 19 clusters Score -1.376296e+08 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 17825 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 8748 members 
Mstep: Class 8 contains 117293 members 
Mstep: Class 9 contains 22115 members 
Mstep: Class 10 contains 1491 members 
Mstep: Class 11 contains 49864 members 
Mstep: Class 12 contains 110057 members 
Mstep: Class 13 contains 56329 members 
Mstep: Class 14 contains 47836 members 
Mstep: Class 15 contains 24224 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 18 contains 110759 members 
Mstep: Class 19 contains 172469 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 18235 members 
Mstep: Class 22 contains 117442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137627056.000000 Penalty: 61281.042969
Iteration 24Q: 19 clusters Score -1.376271e+08 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8174 members 
Mstep: Class 5 contains 18122 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 8761 members 
Mstep: Class 8 contains 118031 members 
Mstep: Class 9 contains 22759 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 50340 members 
Mstep: Class 12 contains 110582 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 49750 members 
Mstep: Class 15 contains 24114 members 
Mstep: Class 16 contains 21889 members 
Mstep: Class 18 contains 111811 members 
Mstep: Class 19 contains 166258 members 
Mstep: Class 20 contains 8743 members 
Mstep: Class 21 contains 18103 members 
Mstep: Class 22 contains 118795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137624480.000000 Penalty: 61281.042969
Iteration 25Q: 19 clusters Score -1.376245e+08 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8162 members 
Mstep: Class 5 contains 18387 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 118808 members 
Mstep: Class 9 contains 23557 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 11 contains 50767 members 
Mstep: Class 12 contains 111172 members 
Mstep: Class 13 contains 55787 members 
Mstep: Class 14 contains 51732 members 
Mstep: Class 15 contains 24031 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 18 contains 112757 members 
Mstep: Class 19 contains 159740 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 18000 members 
Mstep: Class 22 contains 120050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137624000.000000 Penalty: 61281.042969
Iteration 26Q: 19 clusters Score -1.37624e+08 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8162 members 
Mstep: Class 5 contains 18655 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 119547 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 51147 members 
Mstep: Class 12 contains 111585 members 
Mstep: Class 13 contains 55574 members 
Mstep: Class 14 contains 53716 members 
Mstep: Class 15 contains 23900 members 
Mstep: Class 16 contains 20794 members 
Mstep: Class 18 contains 113487 members 
Mstep: Class 19 contains 153578 members 
Mstep: Class 20 contains 9842 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 121157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137624672.000000 Penalty: 61281.042969
Iteration 27Q: 19 clusters Score -1.376247e+08 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 18906 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 8864 members 
Mstep: Class 8 contains 120256 members 
Mstep: Class 9 contains 25346 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 51499 members 
Mstep: Class 12 contains 111915 members 
Mstep: Class 13 contains 55395 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 23779 members 
Mstep: Class 16 contains 20337 members 
Mstep: Class 18 contains 114028 members 
Mstep: Class 19 contains 147819 members 
Mstep: Class 20 contains 10522 members 
Mstep: Class 21 contains 17878 members 
Mstep: Class 22 contains 121920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137626672.000000 Penalty: 61281.042969
Iteration 28Q: 19 clusters Score -1.376267e+08 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 19155 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 120799 members 
Mstep: Class 9 contains 26407 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 51828 members 
Mstep: Class 12 contains 112298 members 
Mstep: Class 13 contains 55322 members 
Mstep: Class 14 contains 57466 members 
Mstep: Class 15 contains 23658 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 18 contains 114438 members 
Mstep: Class 19 contains 142401 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 17898 members 
Mstep: Class 22 contains 122378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137628752.000000 Penalty: 61281.042969
Iteration 29Q: 19 clusters Score -1.376288e+08 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8147 members 
Mstep: Class 5 contains 19427 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 121256 members 
Mstep: Class 9 contains 27457 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 52094 members 
Mstep: Class 12 contains 112535 members 
Mstep: Class 13 contains 55319 members 
Mstep: Class 14 contains 59162 members 
Mstep: Class 15 contains 23542 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 18 contains 114773 members 
Mstep: Class 19 contains 137580 members 
Mstep: Class 20 contains 12167 members 
Mstep: Class 21 contains 17899 members 
Mstep: Class 22 contains 122502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137631360.000000 Penalty: 61281.042969
Iteration 30Q: 19 clusters Score -1.376314e+08 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 19683 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 121581 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 1384 members 
Mstep: Class 11 contains 52334 members 
Mstep: Class 12 contains 112580 members 
Mstep: Class 13 contains 55304 members 
Mstep: Class 14 contains 60687 members 
Mstep: Class 15 contains 23443 members 
Mstep: Class 16 contains 19199 members 
Mstep: Class 18 contains 114948 members 
Mstep: Class 19 contains 133290 members 
Mstep: Class 20 contains 13143 members 
Mstep: Class 21 contains 17929 members 
Mstep: Class 22 contains 122521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137633728.000000 Penalty: 61281.042969
Iteration 31Q: 19 clusters Score -1.376337e+08 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8114 members 
Mstep: Class 5 contains 19967 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 9067 members 
Mstep: Class 8 contains 121828 members 
Mstep: Class 9 contains 29625 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 52553 members 
Mstep: Class 12 contains 112431 members 
Mstep: Class 13 contains 55338 members 
Mstep: Class 14 contains 62160 members 
Mstep: Class 15 contains 23326 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 18 contains 115067 members 
Mstep: Class 19 contains 129448 members 
Mstep: Class 20 contains 14225 members 
Mstep: Class 21 contains 17962 members 
Mstep: Class 22 contains 122377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137636192.000000 Penalty: 61281.042969
Iteration 32Q: 19 clusters Score -1.376362e+08 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 20274 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 8 contains 122013 members 
Mstep: Class 9 contains 30737 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 52729 members 
Mstep: Class 12 contains 112172 members 
Mstep: Class 13 contains 55379 members 
Mstep: Class 14 contains 63506 members 
Mstep: Class 15 contains 23229 members 
Mstep: Class 16 contains 18600 members 
Mstep: Class 18 contains 115055 members 
Mstep: Class 19 contains 126189 members 
Mstep: Class 20 contains 15449 members 
Mstep: Class 21 contains 17959 members 
Mstep: Class 22 contains 121850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137639696.000000 Penalty: 61281.042969
Iteration 33Q: 19 clusters Score -1.376397e+08 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 20618 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 122112 members 
Mstep: Class 9 contains 31922 members 
Mstep: Class 10 contains 1362 members 
Mstep: Class 11 contains 52906 members 
Mstep: Class 12 contains 111728 members 
Mstep: Class 13 contains 55407 members 
Mstep: Class 14 contains 64712 members 
Mstep: Class 15 contains 23110 members 
Mstep: Class 16 contains 18353 members 
Mstep: Class 18 contains 114977 members 
Mstep: Class 19 contains 123255 members 
Mstep: Class 20 contains 16803 members 
Mstep: Class 21 contains 17885 members 
Mstep: Class 22 contains 121316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137641472.000000 Penalty: 61281.042969
Iteration 34Q: 19 clusters Score -1.376415e+08 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 122207 members 
Mstep: Class 9 contains 33119 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 53053 members 
Mstep: Class 12 contains 111151 members 
Mstep: Class 13 contains 55370 members 
Mstep: Class 14 contains 65878 members 
Mstep: Class 15 contains 23043 members 
Mstep: Class 16 contains 18140 members 
Mstep: Class 18 contains 114724 members 
Mstep: Class 19 contains 120676 members 
Mstep: Class 20 contains 18185 members 
Mstep: Class 21 contains 17761 members 
Mstep: Class 22 contains 120767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137644192.000000 Penalty: 61281.042969
Iteration 35Q: 19 clusters Score -1.376442e+08 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 21362 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 9344 members 
Mstep: Class 8 contains 122151 members 
Mstep: Class 9 contains 34430 members 
Mstep: Class 10 contains 1350 members 
Mstep: Class 11 contains 53144 members 
Mstep: Class 12 contains 110543 members 
Mstep: Class 13 contains 55361 members 
Mstep: Class 14 contains 66950 members 
Mstep: Class 15 contains 22945 members 
Mstep: Class 16 contains 17946 members 
Mstep: Class 18 contains 114293 members 
Mstep: Class 19 contains 118382 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 17637 members 
Mstep: Class 22 contains 120301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137646624.000000 Penalty: 61281.042969
Iteration 36Q: 19 clusters Score -1.376466e+08 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 21742 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 122040 members 
Mstep: Class 9 contains 35705 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 53241 members 
Mstep: Class 12 contains 109954 members 
Mstep: Class 13 contains 55338 members 
Mstep: Class 14 contains 67944 members 
Mstep: Class 15 contains 22874 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 18 contains 113757 members 
Mstep: Class 19 contains 116439 members 
Mstep: Class 20 contains 21059 members 
Mstep: Class 21 contains 17463 members 
Mstep: Class 22 contains 119685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137650416.000000 Penalty: 61281.042969
Iteration 37Q: 19 clusters Score -1.376504e+08 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 22128 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 121859 members 
Mstep: Class 9 contains 36967 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 53331 members 
Mstep: Class 12 contains 109335 members 
Mstep: Class 13 contains 55309 members 
Mstep: Class 14 contains 68850 members 
Mstep: Class 15 contains 22810 members 
Mstep: Class 16 contains 17590 members 
Mstep: Class 18 contains 113265 members 
Mstep: Class 19 contains 114809 members 
Mstep: Class 20 contains 22493 members 
Mstep: Class 21 contains 17260 members 
Mstep: Class 22 contains 118967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137653264.000000 Penalty: 61281.042969
Iteration 38Q: 19 clusters Score -1.376533e+08 nChanged 11795
Entering ConstructFrom: 
Score: -137653264.000000 Penalty: 61281.042969
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1173863.625000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -1173864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1167560.375000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -1167560 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1169436.875000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -1169437 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1169864.250000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -1169864 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1170236.375000 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -1170236 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1170611.375000 Penalty: 4454.415039
	Iteration 4F: 3 clusters Score -1170611 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1170965.625000 Penalty: 4454.415039
	Iteration 5F: 3 clusters Score -1170966 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1171269.625000 Penalty: 4454.415039
	Iteration 6Q: 3 clusters Score -1171270 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1171556.625000 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -1171557 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1171879.500000 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -1171880 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1172206.000000 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -1172206 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1172611.000000 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -1172611 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1173167.500000 Penalty: 4454.415039
	Iteration 11F: 3 clusters Score -1173168 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1173872.000000 Penalty: 4454.415039
	Iteration 12F: 3 clusters Score -1173872 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1174468.125000 Penalty: 4454.415039
	Iteration 13F: 3 clusters Score -1174468 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1174889.125000 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -1174889 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1175183.625000 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -1175184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1175394.875000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -1175395 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1175534.750000 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -1175535 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1175632.250000 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -1175632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1175708.750000 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -1175709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1175790.750000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -1175791 nChanged 109
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: -1175905.625000 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -1175906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1176058.625000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -1176059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1176290.875000 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -1176291 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1176544.875000 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -1176545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1176678.500000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -1176678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1176713.500000 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -1176714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1176718.500000 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -1176718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1176714.875000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -1176715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1176716.625000 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -1176717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1176715.875000 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -1176716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1176717.500000 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -1176718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1176717.500000 Penalty: 4454.415039
	Iteration 32F: 3 clusters Score -1176718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 121582 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Entering Unmasked Estep 
Score: -137656944.000000 Penalty: 64685.542969
Splitting cluster 4 changes total score from -137653264.000000 to -137656944.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (22554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Entering Unmasked Estep 
Score: -3438711.500000 Penalty: 2485.869385
	Iteration 0F: 2 clusters Score -3438712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3422919.250000 Penalty: 4971.738770
	Iteration 0F: 3 clusters Score -3422919 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3428190.750000 Penalty: 4971.738770
	Iteration 1F: 3 clusters Score -3428191 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3428566.000000 Penalty: 4971.738770
	Iteration 2Q: 3 clusters Score -3428566 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3428884.000000 Penalty: 4971.738770
	Iteration 3Q: 3 clusters Score -3428884 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3429235.000000 Penalty: 4971.738770
	Iteration 4Q: 3 clusters Score -3429235 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3429599.750000 Penalty: 4971.738770
	Iteration 5Q: 3 clusters Score -3429600 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3430083.250000 Penalty: 4971.738770
	Iteration 6Q: 3 clusters Score -3430083 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3430684.750000 Penalty: 4971.738770
	Iteration 7Q: 3 clusters Score -3430685 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3431493.000000 Penalty: 4971.738770
	Iteration 8F: 3 clusters Score -3431493 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3432565.500000 Penalty: 4971.738770
	Iteration 9F: 3 clusters Score -3432566 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3433813.750000 Penalty: 4971.738770
	Iteration 10F: 3 clusters Score -3433814 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3434867.500000 Penalty: 4971.738770
	Iteration 11F: 3 clusters Score -3434868 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3435620.750000 Penalty: 4971.738770
	Iteration 12Q: 3 clusters Score -3435621 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3436020.500000 Penalty: 4971.738770
	Iteration 13Q: 3 clusters Score -3436020 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3436224.000000 Penalty: 4971.738770
	Iteration 14Q: 3 clusters Score -3436224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3436348.750000 Penalty: 4971.738770
	Iteration 15Q: 3 clusters Score -3436349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3436414.250000 Penalty: 4971.738770
	Iteration 16Q: 3 clusters Score -3436414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3436466.750000 Penalty: 4971.738770
	Iteration 17Q: 3 clusters Score -3436467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3436513.500000 Penalty: 4971.738770
	Iteration 18Q: 3 clusters Score -3436514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3436549.750000 Penalty: 4971.738770
	Iteration 19Q: 3 clusters Score -3436550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3436572.000000 Penalty: 4971.738770
	Iteration 20F: 3 clusters Score -3436572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3436589.000000 Penalty: 4971.738770
	Iteration 21Q: 3 clusters Score -3436589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3436600.000000 Penalty: 4971.738770
	Iteration 22Q: 3 clusters Score -3436600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3436605.000000 Penalty: 4971.738770
	Iteration 23Q: 3 clusters Score -3436605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3436610.500000 Penalty: 4971.738770
	Iteration 24Q: 3 clusters Score -3436610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3436617.000000 Penalty: 4971.738770
	Iteration 25Q: 3 clusters Score -3436617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3436625.250000 Penalty: 4971.738770
	Iteration 26Q: 3 clusters Score -3436625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3436626.000000 Penalty: 4971.738770
	Iteration 27Q: 3 clusters Score -3436626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3436627.750000 Penalty: 4971.738770
	Iteration 28Q: 3 clusters Score -3436628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3436627.750000 Penalty: 4971.738770
	Iteration 29F: 3 clusters Score -3436628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -285502.375000 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -285502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283043.406250 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -283043.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -285245.687500 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -285245.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -288372.750000 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -288372.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -290208.250000 Penalty: 3822.479980
	Iteration 3F: 3 clusters Score -290208.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -292220.375000 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -292220.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -292376.000000 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -292376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -292443.250000 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -292443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -292484.062500 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -292484.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -292527.750000 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -292527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -292546.750000 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -292546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -292560.062500 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -292560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -292562.625000 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -292562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -292563.968750 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -292564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -292564.906250 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -292564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -292585.531250 Penalty: 3822.479980
	Iteration 14F: 3 clusters Score -292585.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -292624.125000 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -292624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -292642.500000 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -292642.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -292660.750000 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -292660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -292681.468750 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -292681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -292700.062500 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -292700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -292737.062500 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -292737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -292774.562500 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -292774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -292807.625000 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -292807.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -292841.531250 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -292841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -292872.687500 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -292872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -292901.000000 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -292901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -292941.843750 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -292941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -292969.218750 Penalty: 3822.479980
	Iteration 27Q: 3 clusters Score -292969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -292987.937500 Penalty: 3822.479980
	Iteration 28Q: 3 clusters Score -292987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -292998.406250 Penalty: 3822.479980
	Iteration 29Q: 3 clusters Score -292998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -293003.468750 Penalty: 3822.479980
	Iteration 30Q: 3 clusters Score -293003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -293004.062500 Penalty: 3822.479980
	Iteration 31Q: 3 clusters Score -293004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -293009.500000 Penalty: 3822.479980
	Iteration 32F: 3 clusters Score -293009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -293013.656250 Penalty: 3822.479980
	Iteration 33Q: 3 clusters Score -293013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -293013.656250 Penalty: 3822.479980
	Iteration 34F: 3 clusters Score -293013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 121582 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Entering Unmasked Estep 
Score: -137663392.000000 Penalty: 68090.046875
Splitting cluster 6 changes total score from -137653264.000000 to -137663392.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -1316679.750000 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -1316680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1309290.500000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -1309290 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1311498.375000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -1311498 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1312055.375000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -1312055 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1312501.875000 Penalty: 4543.878418
	Iteration 3F: 3 clusters Score -1312502 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1312910.000000 Penalty: 4543.878418
	Iteration 4F: 3 clusters Score -1312910 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1313315.000000 Penalty: 4543.878418
	Iteration 5F: 3 clusters Score -1313315 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1313756.875000 Penalty: 4543.878418
	Iteration 6F: 3 clusters Score -1313757 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1314187.625000 Penalty: 4543.878418
	Iteration 7F: 3 clusters Score -1314188 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1314616.500000 Penalty: 4543.878418
	Iteration 8F: 3 clusters Score -1314616 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1315015.375000 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -1315015 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1315415.875000 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -1315416 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1315826.125000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -1315826 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1316196.625000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -1316197 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1316421.500000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -1316422 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1316564.875000 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -1316565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1316649.125000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -1316649 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1316699.875000 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -1316700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1316735.375000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -1316735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1316756.000000 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -1316756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1316763.875000 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -1316764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1316771.125000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -1316771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1316774.000000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -1316774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1316781.125000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -1316781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1316783.375000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -1316783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1316787.500000 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -1316788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1316789.875000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -1316790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1316788.750000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -1316789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1316790.250000 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -1316790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1316789.875000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -1316790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1316789.875000 Penalty: 4543.878418
	Iteration 29F: 3 clusters Score -1316790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 121582 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Entering Unmasked Estep 
Score: -137662320.000000 Penalty: 71494.546875
Splitting cluster 7 changes total score from -137653264.000000 to -137662320.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (121582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Entering Unmasked Estep 
Score: -18865580.000000 Penalty: 2903.669434
	Iteration 0F: 2 clusters Score -1.886558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -18805628.000000 Penalty: 5807.338867
	Iteration 0F: 3 clusters Score -1.880563e+07 nChanged 57617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -18838248.000000 Penalty: 5807.338867
	Iteration 1F: 3 clusters Score -1.883825e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -18839274.000000 Penalty: 5807.338867
	Iteration 2Q: 3 clusters Score -1.883927e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -18840246.000000 Penalty: 5807.338867
	Iteration 3Q: 3 clusters Score -1.884025e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -18841978.000000 Penalty: 5807.338867
	Iteration 4Q: 3 clusters Score -1.884198e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -18844428.000000 Penalty: 5807.338867
	Iteration 5Q: 3 clusters Score -1.884443e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -18848366.000000 Penalty: 5807.338867
	Iteration 6F: 3 clusters Score -1.884837e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -18853532.000000 Penalty: 5807.338867
	Iteration 7F: 3 clusters Score -1.885353e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -18859940.000000 Penalty: 5807.338867
	Iteration 8F: 3 clusters Score -1.885994e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -18866110.000000 Penalty: 5807.338867
	Iteration 9F: 3 clusters Score -1.886611e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -18869548.000000 Penalty: 5807.338867
	Iteration 10Q: 3 clusters Score -1.886955e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -18871206.000000 Penalty: 5807.338867
	Iteration 11Q: 3 clusters Score -1.887121e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -18872280.000000 Penalty: 5807.338867
	Iteration 12Q: 3 clusters Score -1.887228e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -18873274.000000 Penalty: 5807.338867
	Iteration 13Q: 3 clusters Score -1.887327e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -18874408.000000 Penalty: 5807.338867
	Iteration 14Q: 3 clusters Score -1.887441e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -18875648.000000 Penalty: 5807.338867
	Iteration 15Q: 3 clusters Score -1.887565e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -18876924.000000 Penalty: 5807.338867
	Iteration 16Q: 3 clusters Score -1.887692e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -18878148.000000 Penalty: 5807.338867
	Iteration 17Q: 3 clusters Score -1.887815e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -18879260.000000 Penalty: 5807.338867
	Iteration 18Q: 3 clusters Score -1.887926e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -18880260.000000 Penalty: 5807.338867
	Iteration 19Q: 3 clusters Score -1.888026e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -18881040.000000 Penalty: 5807.338867
	Iteration 20F: 3 clusters Score -1.888104e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -18881780.000000 Penalty: 5807.338867
	Iteration 21Q: 3 clusters Score -1.888178e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -18882440.000000 Penalty: 5807.338867
	Iteration 22Q: 3 clusters Score -1.888244e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -18882962.000000 Penalty: 5807.338867
	Iteration 23Q: 3 clusters Score -1.888296e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -18883258.000000 Penalty: 5807.338867
	Iteration 24Q: 3 clusters Score -1.888326e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -18883586.000000 Penalty: 5807.338867
	Iteration 25Q: 3 clusters Score -1.888359e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -18883770.000000 Penalty: 5807.338867
	Iteration 26Q: 3 clusters Score -1.888377e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -18883894.000000 Penalty: 5807.338867
	Iteration 27Q: 3 clusters Score -1.888389e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -18883962.000000 Penalty: 5807.338867
	Iteration 28Q: 3 clusters Score -1.888396e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -18884060.000000 Penalty: 5807.338867
	Iteration 29Q: 3 clusters Score -1.888406e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -18884142.000000 Penalty: 5807.338867
	Iteration 30Q: 3 clusters Score -1.888414e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -18884186.000000 Penalty: 5807.338867
	Iteration 31Q: 3 clusters Score -1.888419e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -18884204.000000 Penalty: 5807.338867
	Iteration 32Q: 3 clusters Score -1.88842e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -18884234.000000 Penalty: 5807.338867
	Iteration 33Q: 3 clusters Score -1.888423e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -18884274.000000 Penalty: 5807.338867
	Iteration 34Q: 3 clusters Score -1.888427e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -18884284.000000 Penalty: 5807.338867
	Iteration 35Q: 3 clusters Score -1.888428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -18884288.000000 Penalty: 5807.338867
	Iteration 36Q: 3 clusters Score -1.888429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -18884292.000000 Penalty: 5807.338867
	Iteration 37Q: 3 clusters Score -1.888429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -18884320.000000 Penalty: 5807.338867
	Iteration 38Q: 3 clusters Score -1.888432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -18884286.000000 Penalty: 5807.338867
	Iteration 39Q: 3 clusters Score -1.888429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -18884270.000000 Penalty: 5807.338867
	Iteration 40F: 3 clusters Score -1.888427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -18884280.000000 Penalty: 5807.338867
	Iteration 41Q: 3 clusters Score -1.888428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -18884284.000000 Penalty: 5807.338867
	Iteration 42Q: 3 clusters Score -1.888428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -18884286.000000 Penalty: 5807.338867
	Iteration 43Q: 3 clusters Score -1.888429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -18884288.000000 Penalty: 5807.338867
	Iteration 44Q: 3 clusters Score -1.888429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -18884298.000000 Penalty: 5807.338867
	Iteration 45Q: 3 clusters Score -1.88843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -18884290.000000 Penalty: 5807.338867
	Iteration 46Q: 3 clusters Score -1.888429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -18884294.000000 Penalty: 5807.338867
	Iteration 47Q: 3 clusters Score -1.888429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -18884298.000000 Penalty: 5807.338867
	Iteration 48Q: 3 clusters Score -1.88843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -18884296.000000 Penalty: 5807.338867
	Iteration 49Q: 3 clusters Score -1.88843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -18884294.000000 Penalty: 5807.338867
	Iteration 50Q: 3 clusters Score -1.888429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -18884272.000000 Penalty: 5807.338867
	Iteration 51Q: 3 clusters Score -1.888427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -18884272.000000 Penalty: 5807.338867
	Iteration 52Q: 3 clusters Score -1.888427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -18884272.000000 Penalty: 5807.338867
	Iteration 53F: 3 clusters Score -1.888427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 81490 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 40092 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Entering Unmasked Estep 
Score: -137683456.000000 Penalty: 74899.046875
Splitting cluster 8 changes total score from -137653264.000000 to -137683456.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (38146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Entering Unmasked Estep 
Score: -5877198.000000 Penalty: 2616.195801
	Iteration 0F: 2 clusters Score -5877198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5851255.500000 Penalty: 5232.391602
	Iteration 0F: 3 clusters Score -5851256 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5860827.500000 Penalty: 5232.391602
	Iteration 1F: 3 clusters Score -5860828 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -5861346.000000 Penalty: 5232.391602
	Iteration 2Q: 3 clusters Score -5861346 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5861849.500000 Penalty: 5232.391602
	Iteration 3Q: 3 clusters Score -5861850 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5862423.000000 Penalty: 5232.391602
	Iteration 4Q: 3 clusters Score -5862423 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5863192.000000 Penalty: 5232.391602
	Iteration 5Q: 3 clusters Score -5863192 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -5864230.000000 Penalty: 5232.391602
	Iteration 6Q: 3 clusters Score -5864230 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5865633.000000 Penalty: 5232.391602
	Iteration 7Q: 3 clusters Score -5865633 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -5867299.500000 Penalty: 5232.391602
	Iteration 8F: 3 clusters Score -5867300 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -5868891.500000 Penalty: 5232.391602
	Iteration 9F: 3 clusters Score -5868892 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -5870187.500000 Penalty: 5232.391602
	Iteration 10Q: 3 clusters Score -5870188 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -5871192.000000 Penalty: 5232.391602
	Iteration 11Q: 3 clusters Score -5871192 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5871933.000000 Penalty: 5232.391602
	Iteration 12Q: 3 clusters Score -5871933 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5872433.000000 Penalty: 5232.391602
	Iteration 13Q: 3 clusters Score -5872433 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5872820.500000 Penalty: 5232.391602
	Iteration 14Q: 3 clusters Score -5872820 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -5873117.000000 Penalty: 5232.391602
	Iteration 15Q: 3 clusters Score -5873117 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -5873412.000000 Penalty: 5232.391602
	Iteration 16Q: 3 clusters Score -5873412 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5873627.000000 Penalty: 5232.391602
	Iteration 17Q: 3 clusters Score -5873627 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5873880.500000 Penalty: 5232.391602
	Iteration 18Q: 3 clusters Score -5873880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5874048.000000 Penalty: 5232.391602
	Iteration 19Q: 3 clusters Score -5874048 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5874200.500000 Penalty: 5232.391602
	Iteration 20F: 3 clusters Score -5874200 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5874346.000000 Penalty: 5232.391602
	Iteration 21Q: 3 clusters Score -5874346 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5874452.000000 Penalty: 5232.391602
	Iteration 22Q: 3 clusters Score -5874452 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5874497.500000 Penalty: 5232.391602
	Iteration 23Q: 3 clusters Score -5874498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5874596.500000 Penalty: 5232.391602
	Iteration 24Q: 3 clusters Score -5874596 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5874675.000000 Penalty: 5232.391602
	Iteration 25Q: 3 clusters Score -5874675 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5874716.500000 Penalty: 5232.391602
	Iteration 26Q: 3 clusters Score -5874716 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5874772.500000 Penalty: 5232.391602
	Iteration 27Q: 3 clusters Score -5874772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5874818.500000 Penalty: 5232.391602
	Iteration 28Q: 3 clusters Score -5874818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5874856.000000 Penalty: 5232.391602
	Iteration 29Q: 3 clusters Score -5874856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5874888.000000 Penalty: 5232.391602
	Iteration 30Q: 3 clusters Score -5874888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5874903.000000 Penalty: 5232.391602
	Iteration 31Q: 3 clusters Score -5874903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5874934.500000 Penalty: 5232.391602
	Iteration 32Q: 3 clusters Score -5874934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5874964.000000 Penalty: 5232.391602
	Iteration 33Q: 3 clusters Score -5874964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5874991.500000 Penalty: 5232.391602
	Iteration 34Q: 3 clusters Score -5874992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5875009.000000 Penalty: 5232.391602
	Iteration 35Q: 3 clusters Score -5875009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5875019.500000 Penalty: 5232.391602
	Iteration 36Q: 3 clusters Score -5875020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5875029.500000 Penalty: 5232.391602
	Iteration 37Q: 3 clusters Score -5875030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5875040.000000 Penalty: 5232.391602
	Iteration 38Q: 3 clusters Score -5875040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5875049.000000 Penalty: 5232.391602
	Iteration 39Q: 3 clusters Score -5875049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5875047.500000 Penalty: 5232.391602
	Iteration 40F: 3 clusters Score -5875048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5875052.000000 Penalty: 5232.391602
	Iteration 41Q: 3 clusters Score -5875052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5875060.000000 Penalty: 5232.391602
	Iteration 42Q: 3 clusters Score -5875060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5875069.500000 Penalty: 5232.391602
	Iteration 43Q: 3 clusters Score -5875070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5875064.500000 Penalty: 5232.391602
	Iteration 44Q: 3 clusters Score -5875064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5875066.000000 Penalty: 5232.391602
	Iteration 45Q: 3 clusters Score -5875066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5875064.500000 Penalty: 5232.391602
	Iteration 46Q: 3 clusters Score -5875064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5875064.500000 Penalty: 5232.391602
	Iteration 47Q: 3 clusters Score -5875064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5875066.000000 Penalty: 5232.391602
	Iteration 48Q: 3 clusters Score -5875066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5875064.500000 Penalty: 5232.391602
	Iteration 49Q: 3 clusters Score -5875064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5875071.000000 Penalty: 5232.391602
	Iteration 50Q: 3 clusters Score -5875071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5875074.500000 Penalty: 5232.391602
	Iteration 51Q: 3 clusters Score -5875074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5875073.000000 Penalty: 5232.391602
	Iteration 52Q: 3 clusters Score -5875073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5875077.500000 Penalty: 5232.391602
	Iteration 53Q: 3 clusters Score -5875078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5875075.500000 Penalty: 5232.391602
	Iteration 54Q: 3 clusters Score -5875076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5875078.000000 Penalty: 5232.391602
	Iteration 55Q: 3 clusters Score -5875078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5875087.000000 Penalty: 5232.391602
	Iteration 56Q: 3 clusters Score -5875087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5875085.000000 Penalty: 5232.391602
	Iteration 57Q: 3 clusters Score -5875085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5875088.500000 Penalty: 5232.391602
	Iteration 58Q: 3 clusters Score -5875088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5875091.000000 Penalty: 5232.391602
	Iteration 59Q: 3 clusters Score -5875091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5875096.500000 Penalty: 5232.391602
	Iteration 60F: 3 clusters Score -5875096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5875091.500000 Penalty: 5232.391602
	Iteration 61Q: 3 clusters Score -5875092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5875096.000000 Penalty: 5232.391602
	Iteration 62Q: 3 clusters Score -5875096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5875101.500000 Penalty: 5232.391602
	Iteration 63Q: 3 clusters Score -5875102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5875108.000000 Penalty: 5232.391602
	Iteration 64Q: 3 clusters Score -5875108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5875111.000000 Penalty: 5232.391602
	Iteration 65Q: 3 clusters Score -5875111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5875111.000000 Penalty: 5232.391602
	Iteration 66F: 3 clusters Score -5875111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -153554.375000 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -153554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151799.265625 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -151799.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154311.359375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -154311.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -157397.718750 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -157397.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159934.062500 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -159934.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -161623.812500 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -161623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162037.984375 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -162038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -162198.234375 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -162198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162365.406250 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -162365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162365.406250 Penalty: 3572.150391
	Iteration 8F: 3 clusters Score -162365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 81490 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 40092 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Mstep: Class 23 contains 685 members 
Entering Unmasked Estep 
Score: -137690656.000000 Penalty: 78303.554688
Splitting cluster 10 changes total score from -137653264.000000 to -137690656.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (53386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Entering Unmasked Estep 
Score: -7976735.500000 Penalty: 2699.555176
	Iteration 0F: 2 clusters Score -7976736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -7940825.500000 Penalty: 5399.110352
	Iteration 0F: 3 clusters Score -7940826 nChanged 24699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -7954755.000000 Penalty: 5399.110352
	Iteration 1F: 3 clusters Score -7954755 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7955735.000000 Penalty: 5399.110352
	Iteration 2Q: 3 clusters Score -7955735 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -7957054.500000 Penalty: 5399.110352
	Iteration 3Q: 3 clusters Score -7957054 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -7959040.000000 Penalty: 5399.110352
	Iteration 4F: 3 clusters Score -7959040 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7961851.500000 Penalty: 5399.110352
	Iteration 5F: 3 clusters Score -7961852 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7965616.500000 Penalty: 5399.110352
	Iteration 6F: 3 clusters Score -7965616 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -7969535.500000 Penalty: 5399.110352
	Iteration 7F: 3 clusters Score -7969536 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7972679.500000 Penalty: 5399.110352
	Iteration 8F: 3 clusters Score -7972680 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -7974700.500000 Penalty: 5399.110352
	Iteration 9Q: 3 clusters Score -7974700 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -7975558.000000 Penalty: 5399.110352
	Iteration 10Q: 3 clusters Score -7975558 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -7975947.000000 Penalty: 5399.110352
	Iteration 11Q: 3 clusters Score -7975947 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -7976177.000000 Penalty: 5399.110352
	Iteration 12Q: 3 clusters Score -7976177 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7976326.500000 Penalty: 5399.110352
	Iteration 13Q: 3 clusters Score -7976326 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -7976503.500000 Penalty: 5399.110352
	Iteration 14Q: 3 clusters Score -7976504 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -7976616.500000 Penalty: 5399.110352
	Iteration 15Q: 3 clusters Score -7976616 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -7976710.500000 Penalty: 5399.110352
	Iteration 16Q: 3 clusters Score -7976710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -7976801.500000 Penalty: 5399.110352
	Iteration 17Q: 3 clusters Score -7976802 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -7976859.000000 Penalty: 5399.110352
	Iteration 18Q: 3 clusters Score -7976859 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -7976926.000000 Penalty: 5399.110352
	Iteration 19Q: 3 clusters Score -7976926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -7976966.500000 Penalty: 5399.110352
	Iteration 20F: 3 clusters Score -7976966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -7976993.000000 Penalty: 5399.110352
	Iteration 21Q: 3 clusters Score -7976993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -7976992.500000 Penalty: 5399.110352
	Iteration 22Q: 3 clusters Score -7976992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -7977016.000000 Penalty: 5399.110352
	Iteration 23Q: 3 clusters Score -7977016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -7977026.500000 Penalty: 5399.110352
	Iteration 24Q: 3 clusters Score -7977026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -7977039.500000 Penalty: 5399.110352
	Iteration 25Q: 3 clusters Score -7977040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -7977036.000000 Penalty: 5399.110352
	Iteration 26Q: 3 clusters Score -7977036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -7977045.000000 Penalty: 5399.110352
	Iteration 27Q: 3 clusters Score -7977045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -7977061.000000 Penalty: 5399.110352
	Iteration 28Q: 3 clusters Score -7977061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7977073.500000 Penalty: 5399.110352
	Iteration 29Q: 3 clusters Score -7977074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7977069.500000 Penalty: 5399.110352
	Iteration 30Q: 3 clusters Score -7977070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7977083.500000 Penalty: 5399.110352
	Iteration 31Q: 3 clusters Score -7977084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -7977093.000000 Penalty: 5399.110352
	Iteration 32Q: 3 clusters Score -7977093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7977093.500000 Penalty: 5399.110352
	Iteration 33Q: 3 clusters Score -7977094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7977101.000000 Penalty: 5399.110352
	Iteration 34Q: 3 clusters Score -7977101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -7977100.000000 Penalty: 5399.110352
	Iteration 35Q: 3 clusters Score -7977100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7977101.000000 Penalty: 5399.110352
	Iteration 36Q: 3 clusters Score -7977101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7977101.500000 Penalty: 5399.110352
	Iteration 37Q: 3 clusters Score -7977102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7977097.500000 Penalty: 5399.110352
	Iteration 38Q: 3 clusters Score -7977098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7977100.500000 Penalty: 5399.110352
	Iteration 39Q: 3 clusters Score -7977100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -7977107.000000 Penalty: 5399.110352
	Iteration 40F: 3 clusters Score -7977107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7977114.000000 Penalty: 5399.110352
	Iteration 41Q: 3 clusters Score -7977114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -7977115.000000 Penalty: 5399.110352
	Iteration 42Q: 3 clusters Score -7977115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -7977125.000000 Penalty: 5399.110352
	Iteration 43Q: 3 clusters Score -7977125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -7977128.500000 Penalty: 5399.110352
	Iteration 44Q: 3 clusters Score -7977128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7977129.500000 Penalty: 5399.110352
	Iteration 45Q: 3 clusters Score -7977130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7977130.500000 Penalty: 5399.110352
	Iteration 46Q: 3 clusters Score -7977130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7977131.500000 Penalty: 5399.110352
	Iteration 47Q: 3 clusters Score -7977132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7977131.500000 Penalty: 5399.110352
	Iteration 48F: 3 clusters Score -7977132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 81490 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 40092 members 
Mstep: Class 18 contains 112808 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Mstep: Class 23 contains 685 members 
Mstep: Class 24 contains 6374 members 
Entering Unmasked Estep 
Score: -137689728.000000 Penalty: 81708.054688
Splitting cluster 11 changes total score from -137653264.000000 to -137689728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (108740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Entering Unmasked Estep 
Score: -16730306.000000 Penalty: 2875.985352
	Iteration 0F: 2 clusters Score -1.673031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -16664048.000000 Penalty: 5751.970703
	Iteration 0F: 3 clusters Score -1.666405e+07 nChanged 51703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -16693768.000000 Penalty: 5751.970703
	Iteration 1F: 3 clusters Score -1.669377e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -16694729.000000 Penalty: 5751.970703
	Iteration 2Q: 3 clusters Score -1.669473e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -16696177.000000 Penalty: 5751.970703
	Iteration 3Q: 3 clusters Score -1.669618e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -16698175.000000 Penalty: 5751.970703
	Iteration 4Q: 3 clusters Score -1.669818e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -16700763.000000 Penalty: 5751.970703
	Iteration 5Q: 3 clusters Score -1.670076e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -16704024.000000 Penalty: 5751.970703
	Iteration 6F: 3 clusters Score -1.670402e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -16708395.000000 Penalty: 5751.970703
	Iteration 7F: 3 clusters Score -1.67084e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -16713083.000000 Penalty: 5751.970703
	Iteration 8F: 3 clusters Score -1.671308e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -16717232.000000 Penalty: 5751.970703
	Iteration 9F: 3 clusters Score -1.671723e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -16719924.000000 Penalty: 5751.970703
	Iteration 10Q: 3 clusters Score -1.671992e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -16721256.000000 Penalty: 5751.970703
	Iteration 11Q: 3 clusters Score -1.672126e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -16721984.000000 Penalty: 5751.970703
	Iteration 12Q: 3 clusters Score -1.672198e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -16722491.000000 Penalty: 5751.970703
	Iteration 13Q: 3 clusters Score -1.672249e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -16723085.000000 Penalty: 5751.970703
	Iteration 14Q: 3 clusters Score -1.672308e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -16723672.000000 Penalty: 5751.970703
	Iteration 15Q: 3 clusters Score -1.672367e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -16724296.000000 Penalty: 5751.970703
	Iteration 16Q: 3 clusters Score -1.67243e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -16725090.000000 Penalty: 5751.970703
	Iteration 17Q: 3 clusters Score -1.672509e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -16725697.000000 Penalty: 5751.970703
	Iteration 18Q: 3 clusters Score -1.67257e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -16726211.000000 Penalty: 5751.970703
	Iteration 19Q: 3 clusters Score -1.672621e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -16726765.000000 Penalty: 5751.970703
	Iteration 20F: 3 clusters Score -1.672676e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -16727265.000000 Penalty: 5751.970703
	Iteration 21Q: 3 clusters Score -1.672726e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -16727842.000000 Penalty: 5751.970703
	Iteration 22Q: 3 clusters Score -1.672784e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -16728368.000000 Penalty: 5751.970703
	Iteration 23Q: 3 clusters Score -1.672837e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -16728830.000000 Penalty: 5751.970703
	Iteration 24Q: 3 clusters Score -1.672883e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -16729286.000000 Penalty: 5751.970703
	Iteration 25Q: 3 clusters Score -1.672929e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -16729756.000000 Penalty: 5751.970703
	Iteration 26Q: 3 clusters Score -1.672976e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -16730203.000000 Penalty: 5751.970703
	Iteration 27Q: 3 clusters Score -1.67302e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -16730663.000000 Penalty: 5751.970703
	Iteration 28Q: 3 clusters Score -1.673066e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -16731090.000000 Penalty: 5751.970703
	Iteration 29Q: 3 clusters Score -1.673109e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -16731356.000000 Penalty: 5751.970703
	Iteration 30Q: 3 clusters Score -1.673136e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -16731623.000000 Penalty: 5751.970703
	Iteration 31Q: 3 clusters Score -1.673162e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -16731640.000000 Penalty: 5751.970703
	Iteration 32Q: 3 clusters Score -1.673164e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -16731634.000000 Penalty: 5751.970703
	Iteration 33Q: 3 clusters Score -1.673163e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -16731559.000000 Penalty: 5751.970703
	Iteration 34Q: 3 clusters Score -1.673156e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -16731518.000000 Penalty: 5751.970703
	Iteration 35Q: 3 clusters Score -1.673152e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -16731388.000000 Penalty: 5751.970703
	Iteration 36Q: 3 clusters Score -1.673139e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -16731331.000000 Penalty: 5751.970703
	Iteration 37Q: 3 clusters Score -1.673133e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -16731135.000000 Penalty: 5751.970703
	Iteration 38Q: 3 clusters Score -1.673114e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -16731013.000000 Penalty: 5751.970703
	Iteration 39Q: 3 clusters Score -1.673101e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -16730921.000000 Penalty: 5751.970703
	Iteration 40F: 3 clusters Score -1.673092e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -16730770.000000 Penalty: 5751.970703
	Iteration 41Q: 3 clusters Score -1.673077e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -16730751.000000 Penalty: 5751.970703
	Iteration 42Q: 3 clusters Score -1.673075e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -16730617.000000 Penalty: 5751.970703
	Iteration 43Q: 3 clusters Score -1.673062e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -16730575.000000 Penalty: 5751.970703
	Iteration 44Q: 3 clusters Score -1.673058e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -16730435.000000 Penalty: 5751.970703
	Iteration 45Q: 3 clusters Score -1.673044e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -16730382.000000 Penalty: 5751.970703
	Iteration 46Q: 3 clusters Score -1.673038e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -16730329.000000 Penalty: 5751.970703
	Iteration 47Q: 3 clusters Score -1.673033e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -16730275.000000 Penalty: 5751.970703
	Iteration 48Q: 3 clusters Score -1.673028e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -16730212.000000 Penalty: 5751.970703
	Iteration 49Q: 3 clusters Score -1.673021e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -16730204.000000 Penalty: 5751.970703
	Iteration 50Q: 3 clusters Score -1.67302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -16730169.000000 Penalty: 5751.970703
	Iteration 51Q: 3 clusters Score -1.673017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -16730159.000000 Penalty: 5751.970703
	Iteration 52Q: 3 clusters Score -1.673016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -16730167.000000 Penalty: 5751.970703
	Iteration 53Q: 3 clusters Score -1.673017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -16730134.000000 Penalty: 5751.970703
	Iteration 54Q: 3 clusters Score -1.673013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -16730131.000000 Penalty: 5751.970703
	Iteration 55Q: 3 clusters Score -1.673013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -16730156.000000 Penalty: 5751.970703
	Iteration 56Q: 3 clusters Score -1.673016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -16730147.000000 Penalty: 5751.970703
	Iteration 57Q: 3 clusters Score -1.673015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -16730123.000000 Penalty: 5751.970703
	Iteration 58Q: 3 clusters Score -1.673012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -16730125.000000 Penalty: 5751.970703
	Iteration 59Q: 3 clusters Score -1.673012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -16730124.000000 Penalty: 5751.970703
	Iteration 60F: 3 clusters Score -1.673012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -16730115.000000 Penalty: 5751.970703
	Iteration 61Q: 3 clusters Score -1.673012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 106824 members 
Entering Unmasked Estep 
Score: -16730114.000000 Penalty: 5751.970703
	Iteration 62Q: 3 clusters Score -1.673011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -16730113.000000 Penalty: 5751.970703
	Iteration 63Q: 3 clusters Score -1.673011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -16730115.000000 Penalty: 5751.970703
	Iteration 64Q: 3 clusters Score -1.673012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -16730111.000000 Penalty: 5751.970703
	Iteration 65Q: 3 clusters Score -1.673011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -16730099.000000 Penalty: 5751.970703
	Iteration 66Q: 3 clusters Score -1.67301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -16730090.000000 Penalty: 5751.970703
	Iteration 67Q: 3 clusters Score -1.673009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -16730100.000000 Penalty: 5751.970703
	Iteration 68Q: 3 clusters Score -1.67301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -16730098.000000 Penalty: 5751.970703
	Iteration 69Q: 3 clusters Score -1.67301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -16730093.000000 Penalty: 5751.970703
	Iteration 70Q: 3 clusters Score -1.673009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -16730108.000000 Penalty: 5751.970703
	Iteration 71Q: 3 clusters Score -1.673011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -16730113.000000 Penalty: 5751.970703
	Iteration 72Q: 3 clusters Score -1.673011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -16730116.000000 Penalty: 5751.970703
	Iteration 73Q: 3 clusters Score -1.673012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -16730109.000000 Penalty: 5751.970703
	Iteration 74Q: 3 clusters Score -1.673011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -16730106.000000 Penalty: 5751.970703
	Iteration 75Q: 3 clusters Score -1.673011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -16730106.000000 Penalty: 5751.970703
	Iteration 76Q: 3 clusters Score -1.673011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -16730106.000000 Penalty: 5751.970703
	Iteration 77Q: 3 clusters Score -1.673011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -16730099.000000 Penalty: 5751.970703
	Iteration 78Q: 3 clusters Score -1.67301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -16730100.000000 Penalty: 5751.970703
	Iteration 79Q: 3 clusters Score -1.67301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -16730103.000000 Penalty: 5751.970703
	Iteration 80F: 3 clusters Score -1.67301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Entering Unmasked Estep 
Score: -8276888.500000 Penalty: 2708.129395
	Iteration 0F: 2 clusters Score -8276888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -8239630.500000 Penalty: 5416.258789
	Iteration 0F: 3 clusters Score -8239630 nChanged 25630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -8254245.000000 Penalty: 5416.258789
	Iteration 1F: 3 clusters Score -8254245 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -8255195.500000 Penalty: 5416.258789
	Iteration 2Q: 3 clusters Score -8255196 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8256540.000000 Penalty: 5416.258789
	Iteration 3F: 3 clusters Score -8256540 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -8258546.000000 Penalty: 5416.258789
	Iteration 4F: 3 clusters Score -8258546 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -8260995.500000 Penalty: 5416.258789
	Iteration 5F: 3 clusters Score -8260996 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -8263330.500000 Penalty: 5416.258789
	Iteration 6F: 3 clusters Score -8263330 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -8265089.500000 Penalty: 5416.258789
	Iteration 7F: 3 clusters Score -8265090 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8266215.000000 Penalty: 5416.258789
	Iteration 8Q: 3 clusters Score -8266215 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -8266986.500000 Penalty: 5416.258789
	Iteration 9Q: 3 clusters Score -8266986 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -8267601.500000 Penalty: 5416.258789
	Iteration 10Q: 3 clusters Score -8267602 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8268151.500000 Penalty: 5416.258789
	Iteration 11Q: 3 clusters Score -8268152 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8268695.000000 Penalty: 5416.258789
	Iteration 12Q: 3 clusters Score -8268695 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8269237.500000 Penalty: 5416.258789
	Iteration 13Q: 3 clusters Score -8269238 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -8269825.000000 Penalty: 5416.258789
	Iteration 14Q: 3 clusters Score -8269825 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -8270507.000000 Penalty: 5416.258789
	Iteration 15Q: 3 clusters Score -8270507 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -8271268.000000 Penalty: 5416.258789
	Iteration 16Q: 3 clusters Score -8271268 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -8271986.000000 Penalty: 5416.258789
	Iteration 17Q: 3 clusters Score -8271986 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -8272604.500000 Penalty: 5416.258789
	Iteration 18Q: 3 clusters Score -8272604 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -8273086.500000 Penalty: 5416.258789
	Iteration 19Q: 3 clusters Score -8273086 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -8273445.500000 Penalty: 5416.258789
	Iteration 20F: 3 clusters Score -8273446 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -8273731.000000 Penalty: 5416.258789
	Iteration 21Q: 3 clusters Score -8273731 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -8273919.000000 Penalty: 5416.258789
	Iteration 22Q: 3 clusters Score -8273919 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -8274070.500000 Penalty: 5416.258789
	Iteration 23Q: 3 clusters Score -8274070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -8274211.000000 Penalty: 5416.258789
	Iteration 24Q: 3 clusters Score -8274211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -8274279.000000 Penalty: 5416.258789
	Iteration 25Q: 3 clusters Score -8274279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -8274334.500000 Penalty: 5416.258789
	Iteration 26Q: 3 clusters Score -8274334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -8274389.000000 Penalty: 5416.258789
	Iteration 27Q: 3 clusters Score -8274389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -8274423.500000 Penalty: 5416.258789
	Iteration 28Q: 3 clusters Score -8274424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -8274450.000000 Penalty: 5416.258789
	Iteration 29Q: 3 clusters Score -8274450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -8274466.500000 Penalty: 5416.258789
	Iteration 30Q: 3 clusters Score -8274466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -8274488.000000 Penalty: 5416.258789
	Iteration 31Q: 3 clusters Score -8274488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -8274499.000000 Penalty: 5416.258789
	Iteration 32Q: 3 clusters Score -8274499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -8274519.000000 Penalty: 5416.258789
	Iteration 33Q: 3 clusters Score -8274519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -8274539.000000 Penalty: 5416.258789
	Iteration 34Q: 3 clusters Score -8274539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -8274538.500000 Penalty: 5416.258789
	Iteration 35Q: 3 clusters Score -8274538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -8274556.000000 Penalty: 5416.258789
	Iteration 36Q: 3 clusters Score -8274556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -8274563.000000 Penalty: 5416.258789
	Iteration 37Q: 3 clusters Score -8274563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -8274571.500000 Penalty: 5416.258789
	Iteration 38Q: 3 clusters Score -8274572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -8274585.000000 Penalty: 5416.258789
	Iteration 39Q: 3 clusters Score -8274585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -8274583.500000 Penalty: 5416.258789
	Iteration 40F: 3 clusters Score -8274584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -8274581.000000 Penalty: 5416.258789
	Iteration 41Q: 3 clusters Score -8274581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -8274590.000000 Penalty: 5416.258789
	Iteration 42Q: 3 clusters Score -8274590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -8274589.000000 Penalty: 5416.258789
	Iteration 43Q: 3 clusters Score -8274589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -8274595.000000 Penalty: 5416.258789
	Iteration 44Q: 3 clusters Score -8274595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -8274595.000000 Penalty: 5416.258789
	Iteration 45Q: 3 clusters Score -8274595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -8274595.500000 Penalty: 5416.258789
	Iteration 46Q: 3 clusters Score -8274596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -8274600.000000 Penalty: 5416.258789
	Iteration 47Q: 3 clusters Score -8274600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -8274607.000000 Penalty: 5416.258789
	Iteration 48Q: 3 clusters Score -8274607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -8274611.500000 Penalty: 5416.258789
	Iteration 49Q: 3 clusters Score -8274612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -8274608.500000 Penalty: 5416.258789
	Iteration 50Q: 3 clusters Score -8274608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -8274613.000000 Penalty: 5416.258789
	Iteration 51Q: 3 clusters Score -8274613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -8274623.000000 Penalty: 5416.258789
	Iteration 52Q: 3 clusters Score -8274623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -8274622.000000 Penalty: 5416.258789
	Iteration 53Q: 3 clusters Score -8274622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8274619.500000 Penalty: 5416.258789
	Iteration 54Q: 3 clusters Score -8274620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8274619.500000 Penalty: 5416.258789
	Iteration 55F: 3 clusters Score -8274620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Entering Unmasked Estep 
Score: -10702472.000000 Penalty: 2765.499756
	Iteration 0F: 2 clusters Score -1.070247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -10655916.000000 Penalty: 5530.999512
	Iteration 0F: 3 clusters Score -1.065592e+07 nChanged 32692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -10674299.000000 Penalty: 5530.999512
	Iteration 1F: 3 clusters Score -1.06743e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -10674963.000000 Penalty: 5530.999512
	Iteration 2Q: 3 clusters Score -1.067496e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -10675810.000000 Penalty: 5530.999512
	Iteration 3Q: 3 clusters Score -1.067581e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -10676869.000000 Penalty: 5530.999512
	Iteration 4Q: 3 clusters Score -1.067687e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -10678366.000000 Penalty: 5530.999512
	Iteration 5Q: 3 clusters Score -1.067837e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -10680250.000000 Penalty: 5530.999512
	Iteration 6Q: 3 clusters Score -1.068025e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -10682856.000000 Penalty: 5530.999512
	Iteration 7F: 3 clusters Score -1.068286e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -10685703.000000 Penalty: 5530.999512
	Iteration 8F: 3 clusters Score -1.06857e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -10688494.000000 Penalty: 5530.999512
	Iteration 9F: 3 clusters Score -1.068849e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -10690468.000000 Penalty: 5530.999512
	Iteration 10Q: 3 clusters Score -1.069047e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -10691795.000000 Penalty: 5530.999512
	Iteration 11Q: 3 clusters Score -1.06918e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -10692701.000000 Penalty: 5530.999512
	Iteration 12Q: 3 clusters Score -1.06927e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -10693470.000000 Penalty: 5530.999512
	Iteration 13Q: 3 clusters Score -1.069347e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -10694237.000000 Penalty: 5530.999512
	Iteration 14Q: 3 clusters Score -1.069424e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -10694947.000000 Penalty: 5530.999512
	Iteration 15Q: 3 clusters Score -1.069495e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -10695644.000000 Penalty: 5530.999512
	Iteration 16Q: 3 clusters Score -1.069564e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10696391.000000 Penalty: 5530.999512
	Iteration 17Q: 3 clusters Score -1.069639e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -10697093.000000 Penalty: 5530.999512
	Iteration 18Q: 3 clusters Score -1.069709e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -10697681.000000 Penalty: 5530.999512
	Iteration 19Q: 3 clusters Score -1.069768e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -10698227.000000 Penalty: 5530.999512
	Iteration 20F: 3 clusters Score -1.069823e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10698581.000000 Penalty: 5530.999512
	Iteration 21Q: 3 clusters Score -1.069858e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -10698919.000000 Penalty: 5530.999512
	Iteration 22Q: 3 clusters Score -1.069892e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -10699159.000000 Penalty: 5530.999512
	Iteration 23Q: 3 clusters Score -1.069916e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -10699336.000000 Penalty: 5530.999512
	Iteration 24Q: 3 clusters Score -1.069934e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10699502.000000 Penalty: 5530.999512
	Iteration 25Q: 3 clusters Score -1.06995e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10699619.000000 Penalty: 5530.999512
	Iteration 26Q: 3 clusters Score -1.069962e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -10699729.000000 Penalty: 5530.999512
	Iteration 27Q: 3 clusters Score -1.069973e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -10699814.000000 Penalty: 5530.999512
	Iteration 28Q: 3 clusters Score -1.069981e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -10699904.000000 Penalty: 5530.999512
	Iteration 29Q: 3 clusters Score -1.06999e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10699979.000000 Penalty: 5530.999512
	Iteration 30Q: 3 clusters Score -1.069998e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10700027.000000 Penalty: 5530.999512
	Iteration 31Q: 3 clusters Score -1.070003e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10700068.000000 Penalty: 5530.999512
	Iteration 32Q: 3 clusters Score -1.070007e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10700090.000000 Penalty: 5530.999512
	Iteration 33Q: 3 clusters Score -1.070009e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10700098.000000 Penalty: 5530.999512
	Iteration 34Q: 3 clusters Score -1.07001e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10700129.000000 Penalty: 5530.999512
	Iteration 35Q: 3 clusters Score -1.070013e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10700165.000000 Penalty: 5530.999512
	Iteration 36Q: 3 clusters Score -1.070016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10700180.000000 Penalty: 5530.999512
	Iteration 37Q: 3 clusters Score -1.070018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10700200.000000 Penalty: 5530.999512
	Iteration 38Q: 3 clusters Score -1.07002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10700214.000000 Penalty: 5530.999512
	Iteration 39Q: 3 clusters Score -1.070021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10700226.000000 Penalty: 5530.999512
	Iteration 40F: 3 clusters Score -1.070023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10700250.000000 Penalty: 5530.999512
	Iteration 41Q: 3 clusters Score -1.070025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10700258.000000 Penalty: 5530.999512
	Iteration 42Q: 3 clusters Score -1.070026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10700272.000000 Penalty: 5530.999512
	Iteration 43Q: 3 clusters Score -1.070027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10700279.000000 Penalty: 5530.999512
	Iteration 44Q: 3 clusters Score -1.070028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10700286.000000 Penalty: 5530.999512
	Iteration 45Q: 3 clusters Score -1.070029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10700297.000000 Penalty: 5530.999512
	Iteration 46Q: 3 clusters Score -1.07003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10700306.000000 Penalty: 5530.999512
	Iteration 47Q: 3 clusters Score -1.070031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10700315.000000 Penalty: 5530.999512
	Iteration 48Q: 3 clusters Score -1.070032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10700315.000000 Penalty: 5530.999512
	Iteration 49Q: 3 clusters Score -1.070032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10700318.000000 Penalty: 5530.999512
	Iteration 50Q: 3 clusters Score -1.070032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10700316.000000 Penalty: 5530.999512
	Iteration 51Q: 3 clusters Score -1.070032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10700321.000000 Penalty: 5530.999512
	Iteration 52Q: 3 clusters Score -1.070032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10700313.000000 Penalty: 5530.999512
	Iteration 53Q: 3 clusters Score -1.070031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10700324.000000 Penalty: 5530.999512
	Iteration 54Q: 3 clusters Score -1.070032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10700319.000000 Penalty: 5530.999512
	Iteration 55Q: 3 clusters Score -1.070032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10700316.000000 Penalty: 5530.999512
	Iteration 56Q: 3 clusters Score -1.070032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10700316.000000 Penalty: 5530.999512
	Iteration 57Q: 3 clusters Score -1.070032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10700318.000000 Penalty: 5530.999512
	Iteration 58Q: 3 clusters Score -1.070032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10700321.000000 Penalty: 5530.999512
	Iteration 59Q: 3 clusters Score -1.070032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10700321.000000 Penalty: 5530.999512
	Iteration 60F: 3 clusters Score -1.070032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Entering Unmasked Estep 
Score: -3368016.250000 Penalty: 2487.819092
	Iteration 0F: 2 clusters Score -3368016 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 11371 members 
Entering Unmasked Estep 
Score: -3352359.000000 Penalty: 4975.638184
	Iteration 0F: 3 clusters Score -3352359 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3357813.750000 Penalty: 4975.638184
	Iteration 1F: 3 clusters Score -3357814 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3358295.000000 Penalty: 4975.638184
	Iteration 2Q: 3 clusters Score -3358295 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3358686.750000 Penalty: 4975.638184
	Iteration 3Q: 3 clusters Score -3358687 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3359152.500000 Penalty: 4975.638184
	Iteration 4Q: 3 clusters Score -3359152 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3359584.250000 Penalty: 4975.638184
	Iteration 5Q: 3 clusters Score -3359584 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3360054.500000 Penalty: 4975.638184
	Iteration 6Q: 3 clusters Score -3360054 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3360533.500000 Penalty: 4975.638184
	Iteration 7Q: 3 clusters Score -3360534 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3361101.500000 Penalty: 4975.638184
	Iteration 8F: 3 clusters Score -3361102 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3361789.250000 Penalty: 4975.638184
	Iteration 9F: 3 clusters Score -3361789 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3362622.250000 Penalty: 4975.638184
	Iteration 10F: 3 clusters Score -3362622 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3363479.000000 Penalty: 4975.638184
	Iteration 11F: 3 clusters Score -3363479 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3364385.000000 Penalty: 4975.638184
	Iteration 12F: 3 clusters Score -3364385 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3365266.750000 Penalty: 4975.638184
	Iteration 13Q: 3 clusters Score -3365267 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3365970.750000 Penalty: 4975.638184
	Iteration 14Q: 3 clusters Score -3365971 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3366505.000000 Penalty: 4975.638184
	Iteration 15Q: 3 clusters Score -3366505 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3366858.500000 Penalty: 4975.638184
	Iteration 16Q: 3 clusters Score -3366858 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3367031.750000 Penalty: 4975.638184
	Iteration 17Q: 3 clusters Score -3367032 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3367131.500000 Penalty: 4975.638184
	Iteration 18Q: 3 clusters Score -3367132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3367182.500000 Penalty: 4975.638184
	Iteration 19Q: 3 clusters Score -3367182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3367223.250000 Penalty: 4975.638184
	Iteration 20F: 3 clusters Score -3367223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3367242.250000 Penalty: 4975.638184
	Iteration 21Q: 3 clusters Score -3367242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3367248.250000 Penalty: 4975.638184
	Iteration 22Q: 3 clusters Score -3367248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3367252.250000 Penalty: 4975.638184
	Iteration 23Q: 3 clusters Score -3367252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3367249.250000 Penalty: 4975.638184
	Iteration 24Q: 3 clusters Score -3367249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3367251.750000 Penalty: 4975.638184
	Iteration 25Q: 3 clusters Score -3367252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3367256.250000 Penalty: 4975.638184
	Iteration 26Q: 3 clusters Score -3367256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3367255.500000 Penalty: 4975.638184
	Iteration 27Q: 3 clusters Score -3367256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3367260.500000 Penalty: 4975.638184
	Iteration 28Q: 3 clusters Score -3367260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3367260.500000 Penalty: 4975.638184
	Iteration 29F: 3 clusters Score -3367260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2442944.000000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -2442944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2430574.500000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -2430574 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2434984.250000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -2434984 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2435731.750000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -2435732 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2436428.750000 Penalty: 4844.876953
	Iteration 3F: 3 clusters Score -2436429 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2437155.500000 Penalty: 4844.876953
	Iteration 4F: 3 clusters Score -2437156 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2437836.250000 Penalty: 4844.876953
	Iteration 5F: 3 clusters Score -2437836 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2438502.750000 Penalty: 4844.876953
	Iteration 6F: 3 clusters Score -2438503 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2439020.750000 Penalty: 4844.876953
	Iteration 7F: 3 clusters Score -2439021 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2439412.000000 Penalty: 4844.876953
	Iteration 8Q: 3 clusters Score -2439412 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2439723.500000 Penalty: 4844.876953
	Iteration 9Q: 3 clusters Score -2439724 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2439972.750000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -2439973 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2440184.750000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -2440185 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2440388.250000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -2440388 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2440630.500000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -2440630 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2440949.250000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -2440949 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2441324.000000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -2441324 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2441592.500000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -2441592 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2441692.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -2441693 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2441766.500000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -2441766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2441832.750000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -2441833 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2441902.250000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -2441902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2441966.250000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -2441966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2442001.000000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -2442001 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2442045.250000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -2442045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2442096.500000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -2442096 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2442143.750000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -2442144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2442178.000000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -2442178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2442219.500000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -2442220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2442254.250000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -2442254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2442289.500000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -2442290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2442325.750000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -2442326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2442349.250000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -2442349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2442389.500000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -2442390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2442421.750000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -2442422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2442446.250000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -2442446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2442465.500000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -2442466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2442483.750000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -2442484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2442492.000000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -2442492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2442511.250000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -2442511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2442517.500000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -2442518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2442522.250000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -2442522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2442526.750000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -2442527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2442538.500000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -2442538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2442553.000000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -2442553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2442562.250000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -2442562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2442573.500000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -2442574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2442586.000000 Penalty: 4844.876953
	Iteration 46Q: 3 clusters Score -2442586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2442609.000000 Penalty: 4844.876953
	Iteration 47Q: 3 clusters Score -2442609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2442620.250000 Penalty: 4844.876953
	Iteration 48Q: 3 clusters Score -2442620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2442642.500000 Penalty: 4844.876953
	Iteration 49Q: 3 clusters Score -2442642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2442668.500000 Penalty: 4844.876953
	Iteration 50Q: 3 clusters Score -2442668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2442687.000000 Penalty: 4844.876953
	Iteration 51Q: 3 clusters Score -2442687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2442711.250000 Penalty: 4844.876953
	Iteration 52Q: 3 clusters Score -2442711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2442724.750000 Penalty: 4844.876953
	Iteration 53Q: 3 clusters Score -2442725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2442744.250000 Penalty: 4844.876953
	Iteration 54Q: 3 clusters Score -2442744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2442751.000000 Penalty: 4844.876953
	Iteration 55Q: 3 clusters Score -2442751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2442759.750000 Penalty: 4844.876953
	Iteration 56Q: 3 clusters Score -2442760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2442761.250000 Penalty: 4844.876953
	Iteration 57Q: 3 clusters Score -2442761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2442769.250000 Penalty: 4844.876953
	Iteration 58Q: 3 clusters Score -2442769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2442771.500000 Penalty: 4844.876953
	Iteration 59Q: 3 clusters Score -2442772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2442783.750000 Penalty: 4844.876953
	Iteration 60F: 3 clusters Score -2442784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2442789.500000 Penalty: 4844.876953
	Iteration 61Q: 3 clusters Score -2442790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2442791.500000 Penalty: 4844.876953
	Iteration 62Q: 3 clusters Score -2442792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2442796.750000 Penalty: 4844.876953
	Iteration 63Q: 3 clusters Score -2442797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2442802.750000 Penalty: 4844.876953
	Iteration 64Q: 3 clusters Score -2442803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2442806.500000 Penalty: 4844.876953
	Iteration 65Q: 3 clusters Score -2442806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2442812.500000 Penalty: 4844.876953
	Iteration 66Q: 3 clusters Score -2442812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2442815.750000 Penalty: 4844.876953
	Iteration 67Q: 3 clusters Score -2442816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2442813.500000 Penalty: 4844.876953
	Iteration 68Q: 3 clusters Score -2442814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2442814.250000 Penalty: 4844.876953
	Iteration 69Q: 3 clusters Score -2442814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2442815.000000 Penalty: 4844.876953
	Iteration 70Q: 3 clusters Score -2442815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2442818.500000 Penalty: 4844.876953
	Iteration 71Q: 3 clusters Score -2442818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2442820.500000 Penalty: 4844.876953
	Iteration 72Q: 3 clusters Score -2442820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2442821.750000 Penalty: 4844.876953
	Iteration 73Q: 3 clusters Score -2442822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2442824.250000 Penalty: 4844.876953
	Iteration 74Q: 3 clusters Score -2442824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2442830.000000 Penalty: 4844.876953
	Iteration 75Q: 3 clusters Score -2442830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2442829.000000 Penalty: 4844.876953
	Iteration 76Q: 3 clusters Score -2442829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2442829.000000 Penalty: 4844.876953
	Iteration 77F: 3 clusters Score -2442829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (112808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Entering Unmasked Estep 
Score: -17317140.000000 Penalty: 2885.093750
	Iteration 0F: 2 clusters Score -1.731714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -17248044.000000 Penalty: 5770.187500
	Iteration 0F: 3 clusters Score -1.724804e+07 nChanged 53597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -17279144.000000 Penalty: 5770.187500
	Iteration 1F: 3 clusters Score -1.727914e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -17280724.000000 Penalty: 5770.187500
	Iteration 2Q: 3 clusters Score -1.728072e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -17283304.000000 Penalty: 5770.187500
	Iteration 3Q: 3 clusters Score -1.72833e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -17287496.000000 Penalty: 5770.187500
	Iteration 4F: 3 clusters Score -1.72875e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -17293980.000000 Penalty: 5770.187500
	Iteration 5F: 3 clusters Score -1.729398e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -17301996.000000 Penalty: 5770.187500
	Iteration 6F: 3 clusters Score -1.7302e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -17309240.000000 Penalty: 5770.187500
	Iteration 7F: 3 clusters Score -1.730924e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -17314338.000000 Penalty: 5770.187500
	Iteration 8F: 3 clusters Score -1.731434e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -17317254.000000 Penalty: 5770.187500
	Iteration 9Q: 3 clusters Score -1.731725e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -17318704.000000 Penalty: 5770.187500
	Iteration 10Q: 3 clusters Score -1.73187e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -17319450.000000 Penalty: 5770.187500
	Iteration 11Q: 3 clusters Score -1.731945e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -17319826.000000 Penalty: 5770.187500
	Iteration 12Q: 3 clusters Score -1.731983e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -17319956.000000 Penalty: 5770.187500
	Iteration 13Q: 3 clusters Score -1.731996e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -17319894.000000 Penalty: 5770.187500
	Iteration 14Q: 3 clusters Score -1.731989e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -17319814.000000 Penalty: 5770.187500
	Iteration 15Q: 3 clusters Score -1.731981e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17319680.000000 Penalty: 5770.187500
	Iteration 16Q: 3 clusters Score -1.731968e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -17319592.000000 Penalty: 5770.187500
	Iteration 17Q: 3 clusters Score -1.731959e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -17319530.000000 Penalty: 5770.187500
	Iteration 18Q: 3 clusters Score -1.731953e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -17319448.000000 Penalty: 5770.187500
	Iteration 19Q: 3 clusters Score -1.731945e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -17319428.000000 Penalty: 5770.187500
	Iteration 20F: 3 clusters Score -1.731943e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -17319464.000000 Penalty: 5770.187500
	Iteration 21Q: 3 clusters Score -1.731946e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -17319484.000000 Penalty: 5770.187500
	Iteration 22Q: 3 clusters Score -1.731948e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -17319492.000000 Penalty: 5770.187500
	Iteration 23Q: 3 clusters Score -1.731949e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -17319476.000000 Penalty: 5770.187500
	Iteration 24Q: 3 clusters Score -1.731948e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -17319448.000000 Penalty: 5770.187500
	Iteration 25Q: 3 clusters Score -1.731945e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -17319478.000000 Penalty: 5770.187500
	Iteration 26Q: 3 clusters Score -1.731948e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -17319504.000000 Penalty: 5770.187500
	Iteration 27Q: 3 clusters Score -1.73195e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -17319498.000000 Penalty: 5770.187500
	Iteration 28Q: 3 clusters Score -1.73195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -17319482.000000 Penalty: 5770.187500
	Iteration 29Q: 3 clusters Score -1.731948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -17319514.000000 Penalty: 5770.187500
	Iteration 30Q: 3 clusters Score -1.731951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -17319482.000000 Penalty: 5770.187500
	Iteration 31Q: 3 clusters Score -1.731948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -17319482.000000 Penalty: 5770.187500
	Iteration 32Q: 3 clusters Score -1.731948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -17319484.000000 Penalty: 5770.187500
	Iteration 33Q: 3 clusters Score -1.731948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -17319474.000000 Penalty: 5770.187500
	Iteration 34Q: 3 clusters Score -1.731947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17319482.000000 Penalty: 5770.187500
	Iteration 35Q: 3 clusters Score -1.731948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -17319478.000000 Penalty: 5770.187500
	Iteration 36Q: 3 clusters Score -1.731948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17319484.000000 Penalty: 5770.187500
	Iteration 37Q: 3 clusters Score -1.731948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17319472.000000 Penalty: 5770.187500
	Iteration 38Q: 3 clusters Score -1.731947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -17319470.000000 Penalty: 5770.187500
	Iteration 39Q: 3 clusters Score -1.731947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -17319476.000000 Penalty: 5770.187500
	Iteration 40F: 3 clusters Score -1.731948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -17319470.000000 Penalty: 5770.187500
	Iteration 41Q: 3 clusters Score -1.731947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -17319468.000000 Penalty: 5770.187500
	Iteration 42Q: 3 clusters Score -1.731947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108317 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -17319472.000000 Penalty: 5770.187500
	Iteration 43Q: 3 clusters Score -1.731947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108317 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -17319476.000000 Penalty: 5770.187500
	Iteration 44Q: 3 clusters Score -1.731948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -17319476.000000 Penalty: 5770.187500
	Iteration 45Q: 3 clusters Score -1.731948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -17319466.000000 Penalty: 5770.187500
	Iteration 46Q: 3 clusters Score -1.731947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17319472.000000 Penalty: 5770.187500
	Iteration 47Q: 3 clusters Score -1.731947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17319462.000000 Penalty: 5770.187500
	Iteration 48Q: 3 clusters Score -1.731946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -17319466.000000 Penalty: 5770.187500
	Iteration 49Q: 3 clusters Score -1.731947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -17319466.000000 Penalty: 5770.187500
	Iteration 50F: 3 clusters Score -1.731947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 81490 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 40092 members 
Mstep: Class 18 contains 108321 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Mstep: Class 23 contains 685 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 4487 members 
Entering Unmasked Estep 
Score: -137691728.000000 Penalty: 85112.554688
Splitting cluster 18 changes total score from -137653264.000000 to -137691728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (113238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Entering Unmasked Estep 
Score: -17430880.000000 Penalty: 2886.037354
	Iteration 0F: 2 clusters Score -1.743088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -17360632.000000 Penalty: 5772.074707
	Iteration 0F: 3 clusters Score -1.736063e+07 nChanged 54102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -17392374.000000 Penalty: 5772.074707
	Iteration 1F: 3 clusters Score -1.739237e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -17393926.000000 Penalty: 5772.074707
	Iteration 2Q: 3 clusters Score -1.739393e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -17396768.000000 Penalty: 5772.074707
	Iteration 3Q: 3 clusters Score -1.739677e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -17400866.000000 Penalty: 5772.074707
	Iteration 4F: 3 clusters Score -1.740087e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -17406442.000000 Penalty: 5772.074707
	Iteration 5F: 3 clusters Score -1.740644e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -17413732.000000 Penalty: 5772.074707
	Iteration 6F: 3 clusters Score -1.741373e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -17420370.000000 Penalty: 5772.074707
	Iteration 7F: 3 clusters Score -1.742037e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -17424230.000000 Penalty: 5772.074707
	Iteration 8F: 3 clusters Score -1.742423e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -17425708.000000 Penalty: 5772.074707
	Iteration 9Q: 3 clusters Score -1.742571e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -17426456.000000 Penalty: 5772.074707
	Iteration 10Q: 3 clusters Score -1.742646e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -17426974.000000 Penalty: 5772.074707
	Iteration 11Q: 3 clusters Score -1.742697e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -17427450.000000 Penalty: 5772.074707
	Iteration 12Q: 3 clusters Score -1.742745e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -17427930.000000 Penalty: 5772.074707
	Iteration 13Q: 3 clusters Score -1.742793e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -17428400.000000 Penalty: 5772.074707
	Iteration 14Q: 3 clusters Score -1.74284e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -17428798.000000 Penalty: 5772.074707
	Iteration 15Q: 3 clusters Score -1.74288e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -17429292.000000 Penalty: 5772.074707
	Iteration 16Q: 3 clusters Score -1.742929e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -17429754.000000 Penalty: 5772.074707
	Iteration 17Q: 3 clusters Score -1.742975e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -17430200.000000 Penalty: 5772.074707
	Iteration 18Q: 3 clusters Score -1.74302e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -17430560.000000 Penalty: 5772.074707
	Iteration 19Q: 3 clusters Score -1.743056e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -17430902.000000 Penalty: 5772.074707
	Iteration 20F: 3 clusters Score -1.74309e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -17431228.000000 Penalty: 5772.074707
	Iteration 21Q: 3 clusters Score -1.743123e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -17431602.000000 Penalty: 5772.074707
	Iteration 22Q: 3 clusters Score -1.74316e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -17431862.000000 Penalty: 5772.074707
	Iteration 23Q: 3 clusters Score -1.743186e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -17432198.000000 Penalty: 5772.074707
	Iteration 24Q: 3 clusters Score -1.74322e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -17432438.000000 Penalty: 5772.074707
	Iteration 25Q: 3 clusters Score -1.743244e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -17432500.000000 Penalty: 5772.074707
	Iteration 26Q: 3 clusters Score -1.74325e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -17432562.000000 Penalty: 5772.074707
	Iteration 27Q: 3 clusters Score -1.743256e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -17432470.000000 Penalty: 5772.074707
	Iteration 28Q: 3 clusters Score -1.743247e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -17432514.000000 Penalty: 5772.074707
	Iteration 29Q: 3 clusters Score -1.743251e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -17432420.000000 Penalty: 5772.074707
	Iteration 30Q: 3 clusters Score -1.743242e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -17432074.000000 Penalty: 5772.074707
	Iteration 31Q: 3 clusters Score -1.743207e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -17431784.000000 Penalty: 5772.074707
	Iteration 32Q: 3 clusters Score -1.743178e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -17431486.000000 Penalty: 5772.074707
	Iteration 33Q: 3 clusters Score -1.743149e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -17431250.000000 Penalty: 5772.074707
	Iteration 34Q: 3 clusters Score -1.743125e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -17430926.000000 Penalty: 5772.074707
	Iteration 35Q: 3 clusters Score -1.743093e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -17430778.000000 Penalty: 5772.074707
	Iteration 36Q: 3 clusters Score -1.743078e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -17430620.000000 Penalty: 5772.074707
	Iteration 37Q: 3 clusters Score -1.743062e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -17430476.000000 Penalty: 5772.074707
	Iteration 38Q: 3 clusters Score -1.743048e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -17430388.000000 Penalty: 5772.074707
	Iteration 39Q: 3 clusters Score -1.743039e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -17430546.000000 Penalty: 5772.074707
	Iteration 40F: 3 clusters Score -1.743055e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -17430290.000000 Penalty: 5772.074707
	Iteration 41Q: 3 clusters Score -1.743029e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -17430078.000000 Penalty: 5772.074707
	Iteration 42Q: 3 clusters Score -1.743008e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 111328 members 
Entering Unmasked Estep 
Score: -17429952.000000 Penalty: 5772.074707
	Iteration 43Q: 3 clusters Score -1.742995e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 111525 members 
Entering Unmasked Estep 
Score: -17429850.000000 Penalty: 5772.074707
	Iteration 44Q: 3 clusters Score -1.742985e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -17429746.000000 Penalty: 5772.074707
	Iteration 45Q: 3 clusters Score -1.742975e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -17429658.000000 Penalty: 5772.074707
	Iteration 46Q: 3 clusters Score -1.742966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 111853 members 
Entering Unmasked Estep 
Score: -17429610.000000 Penalty: 5772.074707
	Iteration 47Q: 3 clusters Score -1.742961e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -17429576.000000 Penalty: 5772.074707
	Iteration 48Q: 3 clusters Score -1.742958e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -17429540.000000 Penalty: 5772.074707
	Iteration 49Q: 3 clusters Score -1.742954e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -17429458.000000 Penalty: 5772.074707
	Iteration 50Q: 3 clusters Score -1.742946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -17429458.000000 Penalty: 5772.074707
	Iteration 51Q: 3 clusters Score -1.742946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 112090 members 
Entering Unmasked Estep 
Score: -17429440.000000 Penalty: 5772.074707
	Iteration 52Q: 3 clusters Score -1.742944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -17429444.000000 Penalty: 5772.074707
	Iteration 53Q: 3 clusters Score -1.742944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 112141 members 
Entering Unmasked Estep 
Score: -17429416.000000 Penalty: 5772.074707
	Iteration 54Q: 3 clusters Score -1.742942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -17429424.000000 Penalty: 5772.074707
	Iteration 55Q: 3 clusters Score -1.742942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -17429408.000000 Penalty: 5772.074707
	Iteration 56Q: 3 clusters Score -1.742941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -17429378.000000 Penalty: 5772.074707
	Iteration 57Q: 3 clusters Score -1.742938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -17429394.000000 Penalty: 5772.074707
	Iteration 58Q: 3 clusters Score -1.742939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -17429378.000000 Penalty: 5772.074707
	Iteration 59Q: 3 clusters Score -1.742938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -17429362.000000 Penalty: 5772.074707
	Iteration 60F: 3 clusters Score -1.742936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -17429350.000000 Penalty: 5772.074707
	Iteration 61Q: 3 clusters Score -1.742935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -17429334.000000 Penalty: 5772.074707
	Iteration 62Q: 3 clusters Score -1.742933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -17429342.000000 Penalty: 5772.074707
	Iteration 63Q: 3 clusters Score -1.742934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -17429338.000000 Penalty: 5772.074707
	Iteration 64Q: 3 clusters Score -1.742934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -17429340.000000 Penalty: 5772.074707
	Iteration 65Q: 3 clusters Score -1.742934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -17429338.000000 Penalty: 5772.074707
	Iteration 66Q: 3 clusters Score -1.742934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -17429340.000000 Penalty: 5772.074707
	Iteration 67Q: 3 clusters Score -1.742934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -17429340.000000 Penalty: 5772.074707
	Iteration 68Q: 3 clusters Score -1.742934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -17429352.000000 Penalty: 5772.074707
	Iteration 69Q: 3 clusters Score -1.742935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -17429340.000000 Penalty: 5772.074707
	Iteration 70Q: 3 clusters Score -1.742934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -17429336.000000 Penalty: 5772.074707
	Iteration 71Q: 3 clusters Score -1.742934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -17429352.000000 Penalty: 5772.074707
	Iteration 72Q: 3 clusters Score -1.742935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
Score: -17429338.000000 Penalty: 5772.074707
	Iteration 73Q: 3 clusters Score -1.742934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -17429334.000000 Penalty: 5772.074707
	Iteration 74Q: 3 clusters Score -1.742933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -17429334.000000 Penalty: 5772.074707
	Iteration 75Q: 3 clusters Score -1.742933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -17429334.000000 Penalty: 5772.074707
	Iteration 76F: 3 clusters Score -1.742933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Entering Unmasked Estep 
Score: -3726614.250000 Penalty: 2500.990967
	Iteration 0F: 2 clusters Score -3726614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3709977.250000 Penalty: 5001.981934
	Iteration 0F: 3 clusters Score -3709977 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3715783.250000 Penalty: 5001.981934
	Iteration 1F: 3 clusters Score -3715783 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3716312.750000 Penalty: 5001.981934
	Iteration 2F: 3 clusters Score -3716313 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3716838.750000 Penalty: 5001.981934
	Iteration 3F: 3 clusters Score -3716839 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3717441.750000 Penalty: 5001.981934
	Iteration 4F: 3 clusters Score -3717442 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3718254.000000 Penalty: 5001.981934
	Iteration 5F: 3 clusters Score -3718254 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3719191.250000 Penalty: 5001.981934
	Iteration 6F: 3 clusters Score -3719191 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3720244.500000 Penalty: 5001.981934
	Iteration 7F: 3 clusters Score -3720244 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3721315.750000 Penalty: 5001.981934
	Iteration 8F: 3 clusters Score -3721316 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3722262.500000 Penalty: 5001.981934
	Iteration 9Q: 3 clusters Score -3722262 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3722921.750000 Penalty: 5001.981934
	Iteration 10Q: 3 clusters Score -3722922 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3723347.750000 Penalty: 5001.981934
	Iteration 11Q: 3 clusters Score -3723348 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3723607.750000 Penalty: 5001.981934
	Iteration 12Q: 3 clusters Score -3723608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3723775.000000 Penalty: 5001.981934
	Iteration 13Q: 3 clusters Score -3723775 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3723898.750000 Penalty: 5001.981934
	Iteration 14Q: 3 clusters Score -3723899 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3724011.000000 Penalty: 5001.981934
	Iteration 15Q: 3 clusters Score -3724011 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3724090.500000 Penalty: 5001.981934
	Iteration 16Q: 3 clusters Score -3724090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3724160.750000 Penalty: 5001.981934
	Iteration 17Q: 3 clusters Score -3724161 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3724194.500000 Penalty: 5001.981934
	Iteration 18Q: 3 clusters Score -3724194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3724232.000000 Penalty: 5001.981934
	Iteration 19Q: 3 clusters Score -3724232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3724263.750000 Penalty: 5001.981934
	Iteration 20F: 3 clusters Score -3724264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3724302.250000 Penalty: 5001.981934
	Iteration 21Q: 3 clusters Score -3724302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3724339.250000 Penalty: 5001.981934
	Iteration 22Q: 3 clusters Score -3724339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3724364.000000 Penalty: 5001.981934
	Iteration 23Q: 3 clusters Score -3724364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3724398.750000 Penalty: 5001.981934
	Iteration 24Q: 3 clusters Score -3724399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3724432.750000 Penalty: 5001.981934
	Iteration 25Q: 3 clusters Score -3724433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3724447.250000 Penalty: 5001.981934
	Iteration 26Q: 3 clusters Score -3724447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3724471.000000 Penalty: 5001.981934
	Iteration 27Q: 3 clusters Score -3724471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3724489.500000 Penalty: 5001.981934
	Iteration 28Q: 3 clusters Score -3724490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3724513.250000 Penalty: 5001.981934
	Iteration 29Q: 3 clusters Score -3724513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3724538.000000 Penalty: 5001.981934
	Iteration 30Q: 3 clusters Score -3724538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3724553.250000 Penalty: 5001.981934
	Iteration 31Q: 3 clusters Score -3724553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3724561.500000 Penalty: 5001.981934
	Iteration 32Q: 3 clusters Score -3724562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3724564.500000 Penalty: 5001.981934
	Iteration 33Q: 3 clusters Score -3724564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3724570.250000 Penalty: 5001.981934
	Iteration 34Q: 3 clusters Score -3724570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3724585.500000 Penalty: 5001.981934
	Iteration 35Q: 3 clusters Score -3724586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3724586.250000 Penalty: 5001.981934
	Iteration 36Q: 3 clusters Score -3724586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3724588.500000 Penalty: 5001.981934
	Iteration 37Q: 3 clusters Score -3724588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3724598.500000 Penalty: 5001.981934
	Iteration 38Q: 3 clusters Score -3724598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3724595.000000 Penalty: 5001.981934
	Iteration 39Q: 3 clusters Score -3724595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3724600.250000 Penalty: 5001.981934
	Iteration 40F: 3 clusters Score -3724600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3724604.500000 Penalty: 5001.981934
	Iteration 41Q: 3 clusters Score -3724604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3724613.750000 Penalty: 5001.981934
	Iteration 42Q: 3 clusters Score -3724614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3724617.250000 Penalty: 5001.981934
	Iteration 43Q: 3 clusters Score -3724617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3724615.250000 Penalty: 5001.981934
	Iteration 44Q: 3 clusters Score -3724615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3724614.500000 Penalty: 5001.981934
	Iteration 45Q: 3 clusters Score -3724614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3724621.750000 Penalty: 5001.981934
	Iteration 46Q: 3 clusters Score -3724622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3724617.000000 Penalty: 5001.981934
	Iteration 47Q: 3 clusters Score -3724617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3724620.250000 Penalty: 5001.981934
	Iteration 48Q: 3 clusters Score -3724620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3724618.250000 Penalty: 5001.981934
	Iteration 49Q: 3 clusters Score -3724618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3724620.000000 Penalty: 5001.981934
	Iteration 50Q: 3 clusters Score -3724620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3724620.000000 Penalty: 5001.981934
	Iteration 51F: 3 clusters Score -3724620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Entering Unmasked Estep 
Score: -2601435.750000 Penalty: 2415.920654
	Iteration 0F: 2 clusters Score -2601436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2589297.000000 Penalty: 4831.841309
	Iteration 0F: 3 clusters Score -2589297 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2593324.500000 Penalty: 4831.841309
	Iteration 1F: 3 clusters Score -2593324 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2593740.250000 Penalty: 4831.841309
	Iteration 2F: 3 clusters Score -2593740 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2594056.750000 Penalty: 4831.841309
	Iteration 3Q: 3 clusters Score -2594057 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2594334.750000 Penalty: 4831.841309
	Iteration 4Q: 3 clusters Score -2594335 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2594530.250000 Penalty: 4831.841309
	Iteration 5Q: 3 clusters Score -2594530 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2594721.750000 Penalty: 4831.841309
	Iteration 6Q: 3 clusters Score -2594722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2594916.750000 Penalty: 4831.841309
	Iteration 7Q: 3 clusters Score -2594917 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2595127.750000 Penalty: 4831.841309
	Iteration 8Q: 3 clusters Score -2595128 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2595405.250000 Penalty: 4831.841309
	Iteration 9Q: 3 clusters Score -2595405 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2595668.000000 Penalty: 4831.841309
	Iteration 10Q: 3 clusters Score -2595668 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2595990.750000 Penalty: 4831.841309
	Iteration 11Q: 3 clusters Score -2595991 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2596370.250000 Penalty: 4831.841309
	Iteration 12Q: 3 clusters Score -2596370 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2596688.750000 Penalty: 4831.841309
	Iteration 13Q: 3 clusters Score -2596689 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2596958.000000 Penalty: 4831.841309
	Iteration 14Q: 3 clusters Score -2596958 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2597189.500000 Penalty: 4831.841309
	Iteration 15Q: 3 clusters Score -2597190 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2597365.000000 Penalty: 4831.841309
	Iteration 16Q: 3 clusters Score -2597365 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2597498.750000 Penalty: 4831.841309
	Iteration 17Q: 3 clusters Score -2597499 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2597590.500000 Penalty: 4831.841309
	Iteration 18Q: 3 clusters Score -2597590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2597674.750000 Penalty: 4831.841309
	Iteration 19Q: 3 clusters Score -2597675 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2597737.000000 Penalty: 4831.841309
	Iteration 20F: 3 clusters Score -2597737 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2597787.750000 Penalty: 4831.841309
	Iteration 21Q: 3 clusters Score -2597788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2597838.000000 Penalty: 4831.841309
	Iteration 22Q: 3 clusters Score -2597838 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2597878.000000 Penalty: 4831.841309
	Iteration 23Q: 3 clusters Score -2597878 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2597937.000000 Penalty: 4831.841309
	Iteration 24Q: 3 clusters Score -2597937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2597986.500000 Penalty: 4831.841309
	Iteration 25Q: 3 clusters Score -2597986 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2598032.500000 Penalty: 4831.841309
	Iteration 26Q: 3 clusters Score -2598032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2598076.500000 Penalty: 4831.841309
	Iteration 27Q: 3 clusters Score -2598076 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2598131.500000 Penalty: 4831.841309
	Iteration 28Q: 3 clusters Score -2598132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2598168.000000 Penalty: 4831.841309
	Iteration 29Q: 3 clusters Score -2598168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2598210.500000 Penalty: 4831.841309
	Iteration 30Q: 3 clusters Score -2598210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2598248.000000 Penalty: 4831.841309
	Iteration 31Q: 3 clusters Score -2598248 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2598306.000000 Penalty: 4831.841309
	Iteration 32Q: 3 clusters Score -2598306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2598376.750000 Penalty: 4831.841309
	Iteration 33Q: 3 clusters Score -2598377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2598448.500000 Penalty: 4831.841309
	Iteration 34Q: 3 clusters Score -2598448 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2598522.500000 Penalty: 4831.841309
	Iteration 35Q: 3 clusters Score -2598522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2598614.000000 Penalty: 4831.841309
	Iteration 36Q: 3 clusters Score -2598614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2598692.500000 Penalty: 4831.841309
	Iteration 37Q: 3 clusters Score -2598692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2598776.250000 Penalty: 4831.841309
	Iteration 38Q: 3 clusters Score -2598776 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2598850.250000 Penalty: 4831.841309
	Iteration 39Q: 3 clusters Score -2598850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2598913.500000 Penalty: 4831.841309
	Iteration 40F: 3 clusters Score -2598914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2598971.000000 Penalty: 4831.841309
	Iteration 41Q: 3 clusters Score -2598971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2599019.750000 Penalty: 4831.841309
	Iteration 42Q: 3 clusters Score -2599020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2599058.500000 Penalty: 4831.841309
	Iteration 43Q: 3 clusters Score -2599058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2599091.000000 Penalty: 4831.841309
	Iteration 44Q: 3 clusters Score -2599091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2599120.500000 Penalty: 4831.841309
	Iteration 45Q: 3 clusters Score -2599120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2599148.250000 Penalty: 4831.841309
	Iteration 46Q: 3 clusters Score -2599148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2599177.750000 Penalty: 4831.841309
	Iteration 47Q: 3 clusters Score -2599178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2599188.000000 Penalty: 4831.841309
	Iteration 48Q: 3 clusters Score -2599188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2599197.500000 Penalty: 4831.841309
	Iteration 49Q: 3 clusters Score -2599198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2599205.500000 Penalty: 4831.841309
	Iteration 50Q: 3 clusters Score -2599206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2599216.000000 Penalty: 4831.841309
	Iteration 51Q: 3 clusters Score -2599216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2599223.000000 Penalty: 4831.841309
	Iteration 52Q: 3 clusters Score -2599223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2599227.750000 Penalty: 4831.841309
	Iteration 53Q: 3 clusters Score -2599228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2599230.250000 Penalty: 4831.841309
	Iteration 54Q: 3 clusters Score -2599230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2599235.250000 Penalty: 4831.841309
	Iteration 55Q: 3 clusters Score -2599235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2599238.500000 Penalty: 4831.841309
	Iteration 56Q: 3 clusters Score -2599238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2599241.000000 Penalty: 4831.841309
	Iteration 57Q: 3 clusters Score -2599241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2599247.750000 Penalty: 4831.841309
	Iteration 58Q: 3 clusters Score -2599248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2599253.500000 Penalty: 4831.841309
	Iteration 59Q: 3 clusters Score -2599254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2599258.000000 Penalty: 4831.841309
	Iteration 60F: 3 clusters Score -2599258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2599261.000000 Penalty: 4831.841309
	Iteration 61Q: 3 clusters Score -2599261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2599269.500000 Penalty: 4831.841309
	Iteration 62Q: 3 clusters Score -2599270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2599267.500000 Penalty: 4831.841309
	Iteration 63Q: 3 clusters Score -2599268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2599272.250000 Penalty: 4831.841309
	Iteration 64Q: 3 clusters Score -2599272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2599277.500000 Penalty: 4831.841309
	Iteration 65Q: 3 clusters Score -2599278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2599280.500000 Penalty: 4831.841309
	Iteration 66Q: 3 clusters Score -2599280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2599283.000000 Penalty: 4831.841309
	Iteration 67Q: 3 clusters Score -2599283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2599290.500000 Penalty: 4831.841309
	Iteration 68Q: 3 clusters Score -2599290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2599296.750000 Penalty: 4831.841309
	Iteration 69Q: 3 clusters Score -2599297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2599301.750000 Penalty: 4831.841309
	Iteration 70Q: 3 clusters Score -2599302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2599306.750000 Penalty: 4831.841309
	Iteration 71Q: 3 clusters Score -2599307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2599307.250000 Penalty: 4831.841309
	Iteration 72Q: 3 clusters Score -2599307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2599309.250000 Penalty: 4831.841309
	Iteration 73Q: 3 clusters Score -2599309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2599312.500000 Penalty: 4831.841309
	Iteration 74Q: 3 clusters Score -2599312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2599315.250000 Penalty: 4831.841309
	Iteration 75Q: 3 clusters Score -2599315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2599318.000000 Penalty: 4831.841309
	Iteration 76Q: 3 clusters Score -2599318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2599319.750000 Penalty: 4831.841309
	Iteration 77Q: 3 clusters Score -2599320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2599321.500000 Penalty: 4831.841309
	Iteration 78Q: 3 clusters Score -2599322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2599323.250000 Penalty: 4831.841309
	Iteration 79Q: 3 clusters Score -2599323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2599325.750000 Penalty: 4831.841309
	Iteration 80F: 3 clusters Score -2599326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2599326.500000 Penalty: 4831.841309
	Iteration 81Q: 3 clusters Score -2599326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2599328.250000 Penalty: 4831.841309
	Iteration 82Q: 3 clusters Score -2599328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2599329.500000 Penalty: 4831.841309
	Iteration 83Q: 3 clusters Score -2599330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2599329.500000 Penalty: 4831.841309
	Iteration 84Q: 3 clusters Score -2599330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2599328.750000 Penalty: 4831.841309
	Iteration 85Q: 3 clusters Score -2599329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2599329.750000 Penalty: 4831.841309
	Iteration 86Q: 3 clusters Score -2599330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2599331.500000 Penalty: 4831.841309
	Iteration 87Q: 3 clusters Score -2599332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2599330.000000 Penalty: 4831.841309
	Iteration 88Q: 3 clusters Score -2599330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2599333.000000 Penalty: 4831.841309
	Iteration 89Q: 3 clusters Score -2599333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2599330.000000 Penalty: 4831.841309
	Iteration 90Q: 3 clusters Score -2599330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2599331.500000 Penalty: 4831.841309
	Iteration 91Q: 3 clusters Score -2599332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2599331.500000 Penalty: 4831.841309
	Iteration 92F: 3 clusters Score -2599332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (118405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Entering Unmasked Estep 
Score: -18289902.000000 Penalty: 2897.103027
	Iteration 0F: 2 clusters Score -1.82899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -18218230.000000 Penalty: 5794.206055
	Iteration 0F: 3 clusters Score -1.821823e+07 nChanged 56433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -18250886.000000 Penalty: 5794.206055
	Iteration 1F: 3 clusters Score -1.825089e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -18251860.000000 Penalty: 5794.206055
	Iteration 2Q: 3 clusters Score -1.825186e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -18253182.000000 Penalty: 5794.206055
	Iteration 3Q: 3 clusters Score -1.825318e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -18255312.000000 Penalty: 5794.206055
	Iteration 4Q: 3 clusters Score -1.825531e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -18258658.000000 Penalty: 5794.206055
	Iteration 5F: 3 clusters Score -1.825866e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -18263654.000000 Penalty: 5794.206055
	Iteration 6F: 3 clusters Score -1.826365e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -18270688.000000 Penalty: 5794.206055
	Iteration 7F: 3 clusters Score -1.827069e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -18278156.000000 Penalty: 5794.206055
	Iteration 8F: 3 clusters Score -1.827816e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -18282684.000000 Penalty: 5794.206055
	Iteration 9F: 3 clusters Score -1.828268e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -18284292.000000 Penalty: 5794.206055
	Iteration 10Q: 3 clusters Score -1.828429e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -18284952.000000 Penalty: 5794.206055
	Iteration 11Q: 3 clusters Score -1.828495e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -18285406.000000 Penalty: 5794.206055
	Iteration 12Q: 3 clusters Score -1.828541e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -18285786.000000 Penalty: 5794.206055
	Iteration 13Q: 3 clusters Score -1.828579e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -18285992.000000 Penalty: 5794.206055
	Iteration 14Q: 3 clusters Score -1.828599e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -18286322.000000 Penalty: 5794.206055
	Iteration 15Q: 3 clusters Score -1.828632e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -18286610.000000 Penalty: 5794.206055
	Iteration 16Q: 3 clusters Score -1.828661e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -18286768.000000 Penalty: 5794.206055
	Iteration 17Q: 3 clusters Score -1.828677e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -18286964.000000 Penalty: 5794.206055
	Iteration 18Q: 3 clusters Score -1.828696e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -18287198.000000 Penalty: 5794.206055
	Iteration 19Q: 3 clusters Score -1.82872e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -18287348.000000 Penalty: 5794.206055
	Iteration 20F: 3 clusters Score -1.828735e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -18287540.000000 Penalty: 5794.206055
	Iteration 21Q: 3 clusters Score -1.828754e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -18287666.000000 Penalty: 5794.206055
	Iteration 22Q: 3 clusters Score -1.828767e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -18287856.000000 Penalty: 5794.206055
	Iteration 23Q: 3 clusters Score -1.828786e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -18287934.000000 Penalty: 5794.206055
	Iteration 24Q: 3 clusters Score -1.828793e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -18288154.000000 Penalty: 5794.206055
	Iteration 25Q: 3 clusters Score -1.828815e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -18288380.000000 Penalty: 5794.206055
	Iteration 26Q: 3 clusters Score -1.828838e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -18288502.000000 Penalty: 5794.206055
	Iteration 27Q: 3 clusters Score -1.82885e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -18288818.000000 Penalty: 5794.206055
	Iteration 28Q: 3 clusters Score -1.828882e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -18288986.000000 Penalty: 5794.206055
	Iteration 29Q: 3 clusters Score -1.828899e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -18289242.000000 Penalty: 5794.206055
	Iteration 30Q: 3 clusters Score -1.828924e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -18289544.000000 Penalty: 5794.206055
	Iteration 31Q: 3 clusters Score -1.828954e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -18289724.000000 Penalty: 5794.206055
	Iteration 32Q: 3 clusters Score -1.828972e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -18289938.000000 Penalty: 5794.206055
	Iteration 33Q: 3 clusters Score -1.828994e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -18289974.000000 Penalty: 5794.206055
	Iteration 34Q: 3 clusters Score -1.828997e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -18289994.000000 Penalty: 5794.206055
	Iteration 35Q: 3 clusters Score -1.828999e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -18289782.000000 Penalty: 5794.206055
	Iteration 36Q: 3 clusters Score -1.828978e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -18289540.000000 Penalty: 5794.206055
	Iteration 37Q: 3 clusters Score -1.828954e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -18289086.000000 Penalty: 5794.206055
	Iteration 38Q: 3 clusters Score -1.828909e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -18288714.000000 Penalty: 5794.206055
	Iteration 39Q: 3 clusters Score -1.828871e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -18288650.000000 Penalty: 5794.206055
	Iteration 40F: 3 clusters Score -1.828865e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116103 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -18288428.000000 Penalty: 5794.206055
	Iteration 41Q: 3 clusters Score -1.828843e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18288248.000000 Penalty: 5794.206055
	Iteration 42Q: 3 clusters Score -1.828825e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18288158.000000 Penalty: 5794.206055
	Iteration 43Q: 3 clusters Score -1.828816e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18288104.000000 Penalty: 5794.206055
	Iteration 44Q: 3 clusters Score -1.82881e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117502 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18288016.000000 Penalty: 5794.206055
	Iteration 45Q: 3 clusters Score -1.828802e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18287962.000000 Penalty: 5794.206055
	Iteration 46Q: 3 clusters Score -1.828796e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117690 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18287934.000000 Penalty: 5794.206055
	Iteration 47Q: 3 clusters Score -1.828793e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18287910.000000 Penalty: 5794.206055
	Iteration 48Q: 3 clusters Score -1.828791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18287902.000000 Penalty: 5794.206055
	Iteration 49Q: 3 clusters Score -1.82879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18287902.000000 Penalty: 5794.206055
	Iteration 50Q: 3 clusters Score -1.82879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -18287876.000000 Penalty: 5794.206055
	Iteration 51Q: 3 clusters Score -1.828788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -18287882.000000 Penalty: 5794.206055
	Iteration 52Q: 3 clusters Score -1.828788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18287890.000000 Penalty: 5794.206055
	Iteration 53Q: 3 clusters Score -1.828789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18287874.000000 Penalty: 5794.206055
	Iteration 54Q: 3 clusters Score -1.828787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18287866.000000 Penalty: 5794.206055
	Iteration 55Q: 3 clusters Score -1.828787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -18287858.000000 Penalty: 5794.206055
	Iteration 56Q: 3 clusters Score -1.828786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18287868.000000 Penalty: 5794.206055
	Iteration 57Q: 3 clusters Score -1.828787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18287868.000000 Penalty: 5794.206055
	Iteration 58Q: 3 clusters Score -1.828787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5794.206055
	Iteration 59Q: 3 clusters Score -1.828786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18287850.000000 Penalty: 5794.206055
	Iteration 60F: 3 clusters Score -1.828785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18287860.000000 Penalty: 5794.206055
	Iteration 61Q: 3 clusters Score -1.828786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5794.206055
	Iteration 62Q: 3 clusters Score -1.828786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18287862.000000 Penalty: 5794.206055
	Iteration 63F: 3 clusters Score -1.828786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 81490 members 
Mstep: Class 9 contains 38146 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 108740 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 69648 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 18 contains 108321 members 
Mstep: Class 19 contains 113238 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 118405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137704464.000000 Penalty: 85112.554688
Iteration 39Q: 26 clusters Score -1.377045e+08 nChanged 33276
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 23004 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 84365 members 
Mstep: Class 9 contains 38590 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 46948 members 
Mstep: Class 12 contains 108806 members 
Mstep: Class 13 contains 54296 members 
Mstep: Class 14 contains 70830 members 
Mstep: Class 15 contains 22631 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 38487 members 
Mstep: Class 18 contains 109103 members 
Mstep: Class 19 contains 109950 members 
Mstep: Class 20 contains 25113 members 
Mstep: Class 21 contains 16686 members 
Mstep: Class 22 contains 117515 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137715872.000000 Penalty: 85112.554688
Iteration 40F: 26 clusters Score -1.377159e+08 nChanged 25921
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 23506 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 86875 members 
Mstep: Class 9 contains 38974 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 46110 members 
Mstep: Class 12 contains 107424 members 
Mstep: Class 13 contains 53294 members 
Mstep: Class 14 contains 71710 members 
Mstep: Class 15 contains 22436 members 
Mstep: Class 16 contains 17265 members 
Mstep: Class 17 contains 40999 members 
Mstep: Class 18 contains 108436 members 
Mstep: Class 19 contains 107604 members 
Mstep: Class 20 contains 26265 members 
Mstep: Class 21 contains 16306 members 
Mstep: Class 22 contains 115309 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 6751 members 
Mstep: Class 25 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137725280.000000 Penalty: 85112.554688
Iteration 41Q: 26 clusters Score -1.377253e+08 nChanged 19856
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 8170 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 24057 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 89313 members 
Mstep: Class 9 contains 39231 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 45523 members 
Mstep: Class 12 contains 106004 members 
Mstep: Class 13 contains 52551 members 
Mstep: Class 14 contains 72450 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 17197 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 107812 members 
Mstep: Class 19 contains 105614 members 
Mstep: Class 20 contains 27437 members 
Mstep: Class 21 contains 15784 members 
Mstep: Class 22 contains 113567 members 
Mstep: Class 23 contains 425 members 
Mstep: Class 24 contains 6948 members 
Mstep: Class 25 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137730576.000000 Penalty: 85112.554688
Iteration 42Q: 26 clusters Score -1.377306e+08 nChanged 17419
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 356 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 24684 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 91577 members 
Mstep: Class 9 contains 39370 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 45089 members 
Mstep: Class 12 contains 104665 members 
Mstep: Class 13 contains 51929 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 22035 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 44322 members 
Mstep: Class 18 contains 107015 members 
Mstep: Class 19 contains 103824 members 
Mstep: Class 20 contains 28599 members 
Mstep: Class 21 contains 15140 members 
Mstep: Class 22 contains 112429 members 
Mstep: Class 23 contains 395 members 
Mstep: Class 24 contains 7108 members 
Mstep: Class 25 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137735200.000000 Penalty: 85112.554688
Iteration 43Q: 26 clusters Score -1.377352e+08 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8251 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 39486 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 44733 members 
Mstep: Class 12 contains 103346 members 
Mstep: Class 13 contains 51396 members 
Mstep: Class 14 contains 73291 members 
Mstep: Class 15 contains 21791 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 45678 members 
Mstep: Class 18 contains 106127 members 
Mstep: Class 19 contains 102409 members 
Mstep: Class 20 contains 29686 members 
Mstep: Class 21 contains 14497 members 
Mstep: Class 22 contains 111381 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137738880.000000 Penalty: 85112.554688
Iteration 44Q: 26 clusters Score -1.377389e+08 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 25975 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 95799 members 
Mstep: Class 9 contains 39501 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 44380 members 
Mstep: Class 12 contains 102134 members 
Mstep: Class 13 contains 50896 members 
Mstep: Class 14 contains 73578 members 
Mstep: Class 15 contains 21561 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 46881 members 
Mstep: Class 18 contains 105281 members 
Mstep: Class 19 contains 101195 members 
Mstep: Class 20 contains 30643 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 110496 members 
Mstep: Class 23 contains 351 members 
Mstep: Class 24 contains 7307 members 
Mstep: Class 25 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137742272.000000 Penalty: 85112.554688
Iteration 45Q: 26 clusters Score -1.377423e+08 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8320 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 26577 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 97781 members 
Mstep: Class 9 contains 39451 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 44060 members 
Mstep: Class 12 contains 100852 members 
Mstep: Class 13 contains 50371 members 
Mstep: Class 14 contains 73928 members 
Mstep: Class 15 contains 21319 members 
Mstep: Class 16 contains 17718 members 
Mstep: Class 17 contains 47904 members 
Mstep: Class 18 contains 104529 members 
Mstep: Class 19 contains 100299 members 
Mstep: Class 20 contains 31647 members 
Mstep: Class 21 contains 13227 members 
Mstep: Class 22 contains 109518 members 
Mstep: Class 23 contains 342 members 
Mstep: Class 24 contains 7392 members 
Mstep: Class 25 contains 6795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137744736.000000 Penalty: 85112.554688
Iteration 46Q: 26 clusters Score -1.377447e+08 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8346 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 27243 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 99493 members 
Mstep: Class 9 contains 39415 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 43787 members 
Mstep: Class 12 contains 99596 members 
Mstep: Class 13 contains 49845 members 
Mstep: Class 14 contains 74260 members 
Mstep: Class 15 contains 21059 members 
Mstep: Class 16 contains 17913 members 
Mstep: Class 17 contains 48870 members 
Mstep: Class 18 contains 103856 members 
Mstep: Class 19 contains 99397 members 
Mstep: Class 20 contains 32624 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 108694 members 
Mstep: Class 23 contains 337 members 
Mstep: Class 24 contains 7449 members 
Mstep: Class 25 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137746464.000000 Penalty: 85112.554688
Iteration 47Q: 26 clusters Score -1.377465e+08 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 6423 members 
Mstep: Class 5 contains 27885 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 100956 members 
Mstep: Class 9 contains 39302 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 43508 members 
Mstep: Class 12 contains 98593 members 
Mstep: Class 13 contains 49367 members 
Mstep: Class 14 contains 74542 members 
Mstep: Class 15 contains 20816 members 
Mstep: Class 16 contains 18144 members 
Mstep: Class 17 contains 49755 members 
Mstep: Class 18 contains 103342 members 
Mstep: Class 19 contains 98624 members 
Mstep: Class 20 contains 33578 members 
Mstep: Class 21 contains 12103 members 
Mstep: Class 22 contains 107780 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 7507 members 
Mstep: Class 25 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137748048.000000 Penalty: 85112.554688
Iteration 48Q: 26 clusters Score -1.37748e+08 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 28571 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 102118 members 
Mstep: Class 9 contains 39153 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 43277 members 
Mstep: Class 12 contains 97721 members 
Mstep: Class 13 contains 48895 members 
Mstep: Class 14 contains 74736 members 
Mstep: Class 15 contains 20570 members 
Mstep: Class 16 contains 18391 members 
Mstep: Class 17 contains 50559 members 
Mstep: Class 18 contains 102914 members 
Mstep: Class 19 contains 97932 members 
Mstep: Class 20 contains 34482 members 
Mstep: Class 21 contains 11567 members 
Mstep: Class 22 contains 107014 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 7550 members 
Mstep: Class 25 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137750448.000000 Penalty: 85112.554688
Iteration 49Q: 26 clusters Score -1.377504e+08 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 102902 members 
Mstep: Class 9 contains 39017 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 43070 members 
Mstep: Class 12 contains 97138 members 
Mstep: Class 13 contains 48401 members 
Mstep: Class 14 contains 75002 members 
Mstep: Class 15 contains 20335 members 
Mstep: Class 16 contains 18622 members 
Mstep: Class 17 contains 51292 members 
Mstep: Class 18 contains 102564 members 
Mstep: Class 19 contains 97236 members 
Mstep: Class 20 contains 35267 members 
Mstep: Class 21 contains 11031 members 
Mstep: Class 22 contains 106332 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 8013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752272.000000 Penalty: 85112.554688
Iteration 50Q: 26 clusters Score -1.377523e+08 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 29989 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 103364 members 
Mstep: Class 9 contains 38864 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 42850 members 
Mstep: Class 12 contains 96722 members 
Mstep: Class 13 contains 47927 members 
Mstep: Class 14 contains 75265 members 
Mstep: Class 15 contains 20052 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 102261 members 
Mstep: Class 19 contains 96584 members 
Mstep: Class 20 contains 36002 members 
Mstep: Class 21 contains 10512 members 
Mstep: Class 22 contains 105886 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753040.000000 Penalty: 85112.554688
Iteration 51Q: 26 clusters Score -1.37753e+08 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 30688 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 103462 members 
Mstep: Class 9 contains 38765 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 42659 members 
Mstep: Class 12 contains 96456 members 
Mstep: Class 13 contains 47474 members 
Mstep: Class 14 contains 75543 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 19069 members 
Mstep: Class 17 contains 52573 members 
Mstep: Class 18 contains 102045 members 
Mstep: Class 19 contains 96015 members 
Mstep: Class 20 contains 36685 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 105492 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 7684 members 
Mstep: Class 25 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753568.000000 Penalty: 85112.554688
Iteration 52Q: 26 clusters Score -1.377536e+08 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 31363 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 103398 members 
Mstep: Class 9 contains 38677 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 42505 members 
Mstep: Class 12 contains 96291 members 
Mstep: Class 13 contains 47053 members 
Mstep: Class 14 contains 75705 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 53192 members 
Mstep: Class 18 contains 101772 members 
Mstep: Class 19 contains 95525 members 
Mstep: Class 20 contains 37344 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 105175 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 7710 members 
Mstep: Class 25 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754880.000000 Penalty: 85112.554688
Iteration 53Q: 26 clusters Score -1.377549e+08 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 32032 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 103299 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 42332 members 
Mstep: Class 12 contains 96107 members 
Mstep: Class 13 contains 46672 members 
Mstep: Class 14 contains 75860 members 
Mstep: Class 15 contains 19343 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 53745 members 
Mstep: Class 18 contains 101536 members 
Mstep: Class 19 contains 95153 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 9003 members 
Mstep: Class 22 contains 104878 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137756176.000000 Penalty: 85112.554688
Iteration 54Q: 26 clusters Score -1.377562e+08 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8612 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 32705 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 103167 members 
Mstep: Class 9 contains 38545 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 42120 members 
Mstep: Class 12 contains 95960 members 
Mstep: Class 13 contains 46316 members 
Mstep: Class 14 contains 75967 members 
Mstep: Class 15 contains 19103 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 54245 members 
Mstep: Class 18 contains 101401 members 
Mstep: Class 19 contains 94846 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 104478 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 7763 members 
Mstep: Class 25 contains 9297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137756848.000000 Penalty: 85112.554688
Iteration 55Q: 26 clusters Score -1.377568e+08 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 33390 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 102919 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41956 members 
Mstep: Class 12 contains 95786 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 76028 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 20044 members 
Mstep: Class 17 contains 54709 members 
Mstep: Class 18 contains 101219 members 
Mstep: Class 19 contains 94686 members 
Mstep: Class 20 contains 39106 members 
Mstep: Class 21 contains 8122 members 
Mstep: Class 22 contains 104126 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 7797 members 
Mstep: Class 25 contains 9533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137757904.000000 Penalty: 85112.554688
Iteration 56Q: 26 clusters Score -1.377579e+08 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8677 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 34083 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 102661 members 
Mstep: Class 9 contains 38514 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41803 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 45604 members 
Mstep: Class 14 contains 76074 members 
Mstep: Class 15 contains 18590 members 
Mstep: Class 16 contains 20241 members 
Mstep: Class 17 contains 55141 members 
Mstep: Class 18 contains 101079 members 
Mstep: Class 19 contains 94572 members 
Mstep: Class 20 contains 39615 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 103870 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 7827 members 
Mstep: Class 25 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137758944.000000 Penalty: 85112.554688
Iteration 57Q: 26 clusters Score -1.377589e+08 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 34755 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 102470 members 
Mstep: Class 9 contains 38496 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 95316 members 
Mstep: Class 13 contains 45294 members 
Mstep: Class 14 contains 76070 members 
Mstep: Class 15 contains 18329 members 
Mstep: Class 16 contains 20445 members 
Mstep: Class 17 contains 55522 members 
Mstep: Class 18 contains 100940 members 
Mstep: Class 19 contains 94591 members 
Mstep: Class 20 contains 40117 members 
Mstep: Class 21 contains 7384 members 
Mstep: Class 22 contains 103457 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 7865 members 
Mstep: Class 25 contains 9934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137759904.000000 Penalty: 85112.554688
Iteration 58Q: 26 clusters Score -1.377599e+08 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 102338 members 
Mstep: Class 9 contains 38516 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 95163 members 
Mstep: Class 13 contains 44964 members 
Mstep: Class 14 contains 76062 members 
Mstep: Class 15 contains 18085 members 
Mstep: Class 16 contains 20670 members 
Mstep: Class 17 contains 55848 members 
Mstep: Class 18 contains 100829 members 
Mstep: Class 19 contains 94668 members 
Mstep: Class 20 contains 40546 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 102990 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 7897 members 
Mstep: Class 25 contains 10112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137761104.000000 Penalty: 85112.554688
Iteration 59Q: 26 clusters Score -1.377611e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 35914 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 102194 members 
Mstep: Class 9 contains 38535 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41360 members 
Mstep: Class 12 contains 94984 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 76028 members 
Mstep: Class 15 contains 17830 members 
Mstep: Class 16 contains 20901 members 
Mstep: Class 17 contains 56145 members 
Mstep: Class 18 contains 100779 members 
Mstep: Class 19 contains 94823 members 
Mstep: Class 20 contains 40889 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 102496 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 7927 members 
Mstep: Class 25 contains 10282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762032.000000 Penalty: 85112.554688
Iteration 60F: 26 clusters Score -1.37762e+08 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 36513 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 8 contains 102049 members 
Mstep: Class 9 contains 38554 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41223 members 
Mstep: Class 12 contains 94843 members 
Mstep: Class 13 contains 44380 members 
Mstep: Class 14 contains 75957 members 
Mstep: Class 15 contains 17527 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 17 contains 56404 members 
Mstep: Class 18 contains 100705 members 
Mstep: Class 19 contains 95029 members 
Mstep: Class 20 contains 41154 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 102098 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763328.000000 Penalty: 85112.554688
Iteration 61Q: 26 clusters Score -1.377633e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 8900 members 
Mstep: Class 4 contains 6228 members 
Mstep: Class 5 contains 37146 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 101932 members 
Mstep: Class 9 contains 38609 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 41093 members 
Mstep: Class 12 contains 94733 members 
Mstep: Class 13 contains 44117 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 21403 members 
Mstep: Class 17 contains 56620 members 
Mstep: Class 18 contains 100594 members 
Mstep: Class 19 contains 95215 members 
Mstep: Class 20 contains 41379 members 
Mstep: Class 21 contains 6176 members 
Mstep: Class 22 contains 101721 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 7971 members 
Mstep: Class 25 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763936.000000 Penalty: 85112.554688
Iteration 62Q: 26 clusters Score -1.377639e+08 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 8949 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 37772 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 101835 members 
Mstep: Class 9 contains 38629 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40938 members 
Mstep: Class 12 contains 94676 members 
Mstep: Class 13 contains 43886 members 
Mstep: Class 14 contains 75801 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 56818 members 
Mstep: Class 18 contains 100482 members 
Mstep: Class 19 contains 95392 members 
Mstep: Class 20 contains 41583 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 101314 members 
Mstep: Class 23 contains 285 members 
Mstep: Class 24 contains 7994 members 
Mstep: Class 25 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137764656.000000 Penalty: 85112.554688
Iteration 63Q: 26 clusters Score -1.377647e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 8979 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 38419 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 101773 members 
Mstep: Class 9 contains 38604 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40793 members 
Mstep: Class 12 contains 94624 members 
Mstep: Class 13 contains 43664 members 
Mstep: Class 14 contains 75725 members 
Mstep: Class 15 contains 16656 members 
Mstep: Class 16 contains 21831 members 
Mstep: Class 17 contains 56950 members 
Mstep: Class 18 contains 100417 members 
Mstep: Class 19 contains 95568 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 100967 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 8025 members 
Mstep: Class 25 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137764912.000000 Penalty: 85112.554688
Iteration 64Q: 26 clusters Score -1.377649e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9009 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 39070 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 8 contains 101704 members 
Mstep: Class 9 contains 38652 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40674 members 
Mstep: Class 12 contains 94463 members 
Mstep: Class 13 contains 43436 members 
Mstep: Class 14 contains 75664 members 
Mstep: Class 15 contains 16362 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 57056 members 
Mstep: Class 18 contains 100297 members 
Mstep: Class 19 contains 95718 members 
Mstep: Class 20 contains 41902 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 100767 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 10941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765584.000000 Penalty: 85112.554688
Iteration 65Q: 26 clusters Score -1.377656e+08 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 6122 members 
Mstep: Class 5 contains 39733 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 101671 members 
Mstep: Class 9 contains 38708 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40574 members 
Mstep: Class 12 contains 94235 members 
Mstep: Class 13 contains 43234 members 
Mstep: Class 14 contains 75570 members 
Mstep: Class 15 contains 16074 members 
Mstep: Class 16 contains 22238 members 
Mstep: Class 17 contains 57161 members 
Mstep: Class 18 contains 100314 members 
Mstep: Class 19 contains 95741 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 100586 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 8071 members 
Mstep: Class 25 contains 11035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766224.000000 Penalty: 85112.554688
Iteration 66Q: 26 clusters Score -1.377662e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 40382 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 101670 members 
Mstep: Class 9 contains 38756 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40467 members 
Mstep: Class 12 contains 94038 members 
Mstep: Class 13 contains 43067 members 
Mstep: Class 14 contains 75476 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 22418 members 
Mstep: Class 17 contains 57289 members 
Mstep: Class 18 contains 100279 members 
Mstep: Class 19 contains 95780 members 
Mstep: Class 20 contains 42113 members 
Mstep: Class 21 contains 5103 members 
Mstep: Class 22 contains 100377 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 8095 members 
Mstep: Class 25 contains 11140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766160.000000 Penalty: 85112.554688
Iteration 67Q: 26 clusters Score -1.377662e+08 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 41013 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3467 members 
Mstep: Class 8 contains 101657 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40360 members 
Mstep: Class 12 contains 93839 members 
Mstep: Class 13 contains 42904 members 
Mstep: Class 14 contains 75399 members 
Mstep: Class 15 contains 15482 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 57401 members 
Mstep: Class 18 contains 100235 members 
Mstep: Class 19 contains 95776 members 
Mstep: Class 20 contains 42185 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 100247 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 8114 members 
Mstep: Class 25 contains 11246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766752.000000 Penalty: 85112.554688
Iteration 68Q: 26 clusters Score -1.377668e+08 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9120 members 
Mstep: Class 4 contains 6075 members 
Mstep: Class 5 contains 41617 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 101657 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 93645 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 75319 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 22763 members 
Mstep: Class 17 contains 57506 members 
Mstep: Class 18 contains 100165 members 
Mstep: Class 19 contains 95809 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 4810 members 
Mstep: Class 22 contains 100142 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 11352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767536.000000 Penalty: 85112.554688
Iteration 69Q: 26 clusters Score -1.377675e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9156 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 42182 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 101697 members 
Mstep: Class 9 contains 38907 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 93483 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 75193 members 
Mstep: Class 15 contains 14915 members 
Mstep: Class 16 contains 22909 members 
Mstep: Class 17 contains 57603 members 
Mstep: Class 18 contains 100099 members 
Mstep: Class 19 contains 95865 members 
Mstep: Class 20 contains 42244 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 100057 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 8137 members 
Mstep: Class 25 contains 11423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767776.000000 Penalty: 85112.554688
Iteration 70Q: 26 clusters Score -1.377678e+08 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9183 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 42728 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 101752 members 
Mstep: Class 9 contains 38972 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 93301 members 
Mstep: Class 13 contains 42421 members 
Mstep: Class 14 contains 75050 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 23063 members 
Mstep: Class 17 contains 57687 members 
Mstep: Class 18 contains 100017 members 
Mstep: Class 19 contains 95966 members 
Mstep: Class 20 contains 42271 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 99952 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 8151 members 
Mstep: Class 25 contains 11510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768368.000000 Penalty: 85112.554688
Iteration 71Q: 26 clusters Score -1.377684e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9204 members 
Mstep: Class 4 contains 6020 members 
Mstep: Class 5 contains 43286 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 101839 members 
Mstep: Class 9 contains 39044 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 93086 members 
Mstep: Class 13 contains 42298 members 
Mstep: Class 14 contains 74881 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 23192 members 
Mstep: Class 17 contains 57738 members 
Mstep: Class 18 contains 99981 members 
Mstep: Class 19 contains 96055 members 
Mstep: Class 20 contains 42262 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 99850 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 8165 members 
Mstep: Class 25 contains 11618 members 
Entering Unmasked Estep 
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Score: -137768800.000000 Penalty: 85112.554688
Iteration 72Q: 26 clusters Score -1.377688e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9215 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 43820 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 101917 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39942 members 
Mstep: Class 12 contains 92867 members 
Mstep: Class 13 contains 42181 members 
Mstep: Class 14 contains 74727 members 
Mstep: Class 15 contains 14057 members 
Mstep: Class 16 contains 23316 members 
Mstep: Class 17 contains 57775 members 
Mstep: Class 18 contains 99984 members 
Mstep: Class 19 contains 96176 members 
Mstep: Class 20 contains 42263 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 99691 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8181 members 
Mstep: Class 25 contains 11702 members 
Entering Unmasked Estep 
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Score: -137769008.000000 Penalty: 85112.554688
Iteration 73Q: 26 clusters Score -1.37769e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 5987 members 
Mstep: Class 5 contains 44328 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 102019 members 
Mstep: Class 9 contains 39246 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 92632 members 
Mstep: Class 13 contains 42060 members 
Mstep: Class 14 contains 74557 members 
Mstep: Class 15 contains 13791 members 
Mstep: Class 16 contains 23457 members 
Mstep: Class 17 contains 57812 members 
Mstep: Class 18 contains 100011 members 
Mstep: Class 19 contains 96304 members 
Mstep: Class 20 contains 42266 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 99519 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 11766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137769616.000000 Penalty: 85112.554688
Iteration 74Q: 26 clusters Score -1.377696e+08 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9231 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 44825 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 102122 members 
Mstep: Class 9 contains 39327 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39763 members 
Mstep: Class 12 contains 92486 members 
Mstep: Class 13 contains 41946 members 
Mstep: Class 14 contains 74344 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 23610 members 
Mstep: Class 17 contains 57831 members 
Mstep: Class 18 contains 100040 members 
Mstep: Class 19 contains 96453 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 99357 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8219 members 
Mstep: Class 25 contains 11858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137769776.000000 Penalty: 85112.554688
Iteration 75Q: 26 clusters Score -1.377698e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 45320 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 102269 members 
Mstep: Class 9 contains 39415 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39672 members 
Mstep: Class 12 contains 92402 members 
Mstep: Class 13 contains 41829 members 
Mstep: Class 14 contains 74115 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 23729 members 
Mstep: Class 17 contains 57834 members 
Mstep: Class 18 contains 100031 members 
Mstep: Class 19 contains 96571 members 
Mstep: Class 20 contains 42143 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 99240 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8234 members 
Mstep: Class 25 contains 11927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137770432.000000 Penalty: 85112.554688
Iteration 76Q: 26 clusters Score -1.377704e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 45753 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 102394 members 
Mstep: Class 9 contains 39483 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39579 members 
Mstep: Class 12 contains 92301 members 
Mstep: Class 13 contains 41718 members 
Mstep: Class 14 contains 73915 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 23863 members 
Mstep: Class 17 contains 57811 members 
Mstep: Class 18 contains 100044 members 
Mstep: Class 19 contains 96719 members 
Mstep: Class 20 contains 42092 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 99123 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8249 members 
Mstep: Class 25 contains 12003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137770832.000000 Penalty: 85112.554688
Iteration 77Q: 26 clusters Score -1.377708e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 46160 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 102512 members 
Mstep: Class 9 contains 39564 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39485 members 
Mstep: Class 12 contains 92162 members 
Mstep: Class 13 contains 41614 members 
Mstep: Class 14 contains 73750 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 23988 members 
Mstep: Class 17 contains 57783 members 
Mstep: Class 18 contains 100080 members 
Mstep: Class 19 contains 96865 members 
Mstep: Class 20 contains 42004 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 99042 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8273 members 
Mstep: Class 25 contains 12094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137770496.000000 Penalty: 85112.554688
Iteration 78Q: 26 clusters Score -1.377705e+08 nChanged 4228
Entering ConstructFrom: 
Score: -137770496.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -304530.875000 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -304530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -301925.593750 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -301925.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -302360.593750 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -302360.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -302484.312500 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -302484.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -302554.812500 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -302554.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -302596.437500 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -302596.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -302628.875000 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -302628.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302647.062500 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -302647.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -302655.031250 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -302655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -302661.000000 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -302661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -302666.312500 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -302666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -302672.062500 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -302672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -302674.937500 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -302674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -302678.218750 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -302678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302680.937500 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -302680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -302683.187500 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -302683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -302686.312500 Penalty: 3762.551270
	Iteration 15Q: 3 clusters Score -302686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -302688.687500 Penalty: 3762.551270
	Iteration 16Q: 3 clusters Score -302688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -302691.062500 Penalty: 3762.551270
	Iteration 17Q: 3 clusters Score -302691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302691.875000 Penalty: 3762.551270
	Iteration 18Q: 3 clusters Score -302691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302691.875000 Penalty: 3762.551270
	Iteration 19F: 3 clusters Score -302691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -42644.347656 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -42644.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41375.390625 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -41375.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41688.890625 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -41688.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41916.984375 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -41916.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42037.671875 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -42037.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42107.246094 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -42107.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42139.023438 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -42139.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42163.648438 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -42163.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42222.992188 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -42222.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42301.414062 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -42301.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42358.183594 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -42358.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42374.621094 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -42374.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42380.644531 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -42380.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42384.648438 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -42384.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42389.781250 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -42389.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42389.781250 Penalty: 2912.570557
	Iteration 14F: 3 clusters Score -42389.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Entering Unmasked Estep 
Score: -1315061.375000 Penalty: 2266.885986
	Iteration 0F: 2 clusters Score -1315061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1307855.500000 Penalty: 4533.771973
	Iteration 0F: 3 clusters Score -1307856 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1309940.875000 Penalty: 4533.771973
	Iteration 1F: 3 clusters Score -1309941 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1310405.250000 Penalty: 4533.771973
	Iteration 2F: 3 clusters Score -1310405 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1310841.250000 Penalty: 4533.771973
	Iteration 3F: 3 clusters Score -1310841 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1311191.000000 Penalty: 4533.771973
	Iteration 4F: 3 clusters Score -1311191 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1311470.750000 Penalty: 4533.771973
	Iteration 5F: 3 clusters Score -1311471 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1311744.750000 Penalty: 4533.771973
	Iteration 6Q: 3 clusters Score -1311745 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1311988.375000 Penalty: 4533.771973
	Iteration 7Q: 3 clusters Score -1311988 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1312193.625000 Penalty: 4533.771973
	Iteration 8Q: 3 clusters Score -1312194 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1312349.875000 Penalty: 4533.771973
	Iteration 9Q: 3 clusters Score -1312350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1312487.625000 Penalty: 4533.771973
	Iteration 10Q: 3 clusters Score -1312488 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1312635.250000 Penalty: 4533.771973
	Iteration 11Q: 3 clusters Score -1312635 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1312782.250000 Penalty: 4533.771973
	Iteration 12Q: 3 clusters Score -1312782 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1312933.000000 Penalty: 4533.771973
	Iteration 13Q: 3 clusters Score -1312933 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1313073.125000 Penalty: 4533.771973
	Iteration 14Q: 3 clusters Score -1313073 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1313188.500000 Penalty: 4533.771973
	Iteration 15Q: 3 clusters Score -1313188 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1313293.125000 Penalty: 4533.771973
	Iteration 16Q: 3 clusters Score -1313293 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1313372.375000 Penalty: 4533.771973
	Iteration 17Q: 3 clusters Score -1313372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1313448.375000 Penalty: 4533.771973
	Iteration 18Q: 3 clusters Score -1313448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1313511.375000 Penalty: 4533.771973
	Iteration 19Q: 3 clusters Score -1313511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1313565.500000 Penalty: 4533.771973
	Iteration 20F: 3 clusters Score -1313566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1313605.250000 Penalty: 4533.771973
	Iteration 21Q: 3 clusters Score -1313605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1313632.375000 Penalty: 4533.771973
	Iteration 22Q: 3 clusters Score -1313632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1313651.750000 Penalty: 4533.771973
	Iteration 23Q: 3 clusters Score -1313652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1313662.875000 Penalty: 4533.771973
	Iteration 24Q: 3 clusters Score -1313663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1313672.500000 Penalty: 4533.771973
	Iteration 25Q: 3 clusters Score -1313672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1313680.250000 Penalty: 4533.771973
	Iteration 26Q: 3 clusters Score -1313680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1313693.375000 Penalty: 4533.771973
	Iteration 27Q: 3 clusters Score -1313693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1313701.750000 Penalty: 4533.771973
	Iteration 28Q: 3 clusters Score -1313702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1313705.250000 Penalty: 4533.771973
	Iteration 29Q: 3 clusters Score -1313705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1313711.375000 Penalty: 4533.771973
	Iteration 30Q: 3 clusters Score -1313711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1313717.375000 Penalty: 4533.771973
	Iteration 31Q: 3 clusters Score -1313717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1313720.125000 Penalty: 4533.771973
	Iteration 32Q: 3 clusters Score -1313720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1313730.125000 Penalty: 4533.771973
	Iteration 33Q: 3 clusters Score -1313730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1313733.500000 Penalty: 4533.771973
	Iteration 34Q: 3 clusters Score -1313734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1313736.875000 Penalty: 4533.771973
	Iteration 35Q: 3 clusters Score -1313737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1313741.875000 Penalty: 4533.771973
	Iteration 36Q: 3 clusters Score -1313742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1313746.625000 Penalty: 4533.771973
	Iteration 37Q: 3 clusters Score -1313747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1313748.000000 Penalty: 4533.771973
	Iteration 38Q: 3 clusters Score -1313748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1313756.125000 Penalty: 4533.771973
	Iteration 39Q: 3 clusters Score -1313756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1313756.375000 Penalty: 4533.771973
	Iteration 40F: 3 clusters Score -1313756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1313757.625000 Penalty: 4533.771973
	Iteration 41Q: 3 clusters Score -1313758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1313763.125000 Penalty: 4533.771973
	Iteration 42Q: 3 clusters Score -1313763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1313766.375000 Penalty: 4533.771973
	Iteration 43Q: 3 clusters Score -1313766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1313763.875000 Penalty: 4533.771973
	Iteration 44Q: 3 clusters Score -1313764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1313766.000000 Penalty: 4533.771973
	Iteration 45Q: 3 clusters Score -1313766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1313767.875000 Penalty: 4533.771973
	Iteration 46Q: 3 clusters Score -1313768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1313767.875000 Penalty: 4533.771973
	Iteration 47Q: 3 clusters Score -1313768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1313770.375000 Penalty: 4533.771973
	Iteration 48Q: 3 clusters Score -1313770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1313769.750000 Penalty: 4533.771973
	Iteration 49Q: 3 clusters Score -1313770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1313773.000000 Penalty: 4533.771973
	Iteration 50Q: 3 clusters Score -1313773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1313770.375000 Penalty: 4533.771973
	Iteration 51Q: 3 clusters Score -1313770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1313771.625000 Penalty: 4533.771973
	Iteration 52Q: 3 clusters Score -1313772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1313776.000000 Penalty: 4533.771973
	Iteration 53Q: 3 clusters Score -1313776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1313775.250000 Penalty: 4533.771973
	Iteration 54Q: 3 clusters Score -1313775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1313776.375000 Penalty: 4533.771973
	Iteration 55Q: 3 clusters Score -1313776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1313777.000000 Penalty: 4533.771973
	Iteration 56Q: 3 clusters Score -1313777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1313778.250000 Penalty: 4533.771973
	Iteration 57Q: 3 clusters Score -1313778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1313777.500000 Penalty: 4533.771973
	Iteration 58Q: 3 clusters Score -1313778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1313778.500000 Penalty: 4533.771973
	Iteration 59Q: 3 clusters Score -1313778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1313779.375000 Penalty: 4533.771973
	Iteration 60F: 3 clusters Score -1313779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1313780.125000 Penalty: 4533.771973
	Iteration 61Q: 3 clusters Score -1313780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1313779.000000 Penalty: 4533.771973
	Iteration 62Q: 3 clusters Score -1313779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1313779.250000 Penalty: 4533.771973
	Iteration 63Q: 3 clusters Score -1313779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1313779.250000 Penalty: 4533.771973
	Iteration 64F: 3 clusters Score -1313779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -869851.000000 Penalty: 2153.773438
	Iteration 0F: 2 clusters Score -869851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -864704.250000 Penalty: 4307.546875
	Iteration 0F: 3 clusters Score -864704.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -866059.750000 Penalty: 4307.546875
	Iteration 1F: 3 clusters Score -866059.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -866408.000000 Penalty: 4307.546875
	Iteration 2F: 3 clusters Score -866408 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -866763.437500 Penalty: 4307.546875
	Iteration 3F: 3 clusters Score -866763.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -867085.437500 Penalty: 4307.546875
	Iteration 4F: 3 clusters Score -867085.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -867391.000000 Penalty: 4307.546875
	Iteration 5F: 3 clusters Score -867391 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -867634.437500 Penalty: 4307.546875
	Iteration 6F: 3 clusters Score -867634.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -867815.812500 Penalty: 4307.546875
	Iteration 7Q: 3 clusters Score -867815.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -867944.250000 Penalty: 4307.546875
	Iteration 8Q: 3 clusters Score -867944.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -868028.500000 Penalty: 4307.546875
	Iteration 9Q: 3 clusters Score -868028.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -868093.812500 Penalty: 4307.546875
	Iteration 10Q: 3 clusters Score -868093.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -868142.750000 Penalty: 4307.546875
	Iteration 11Q: 3 clusters Score -868142.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -868178.750000 Penalty: 4307.546875
	Iteration 12Q: 3 clusters Score -868178.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -868214.687500 Penalty: 4307.546875
	Iteration 13Q: 3 clusters Score -868214.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -868240.500000 Penalty: 4307.546875
	Iteration 14Q: 3 clusters Score -868240.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -868262.812500 Penalty: 4307.546875
	Iteration 15Q: 3 clusters Score -868262.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -868284.000000 Penalty: 4307.546875
	Iteration 16Q: 3 clusters Score -868284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -868307.312500 Penalty: 4307.546875
	Iteration 17Q: 3 clusters Score -868307.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -868320.687500 Penalty: 4307.546875
	Iteration 18Q: 3 clusters Score -868320.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -868336.312500 Penalty: 4307.546875
	Iteration 19Q: 3 clusters Score -868336.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -868348.937500 Penalty: 4307.546875
	Iteration 20F: 3 clusters Score -868348.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -868361.562500 Penalty: 4307.546875
	Iteration 21Q: 3 clusters Score -868361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -868365.437500 Penalty: 4307.546875
	Iteration 22Q: 3 clusters Score -868365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -868367.437500 Penalty: 4307.546875
	Iteration 23Q: 3 clusters Score -868367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -868369.750000 Penalty: 4307.546875
	Iteration 24Q: 3 clusters Score -868369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -868373.625000 Penalty: 4307.546875
	Iteration 25Q: 3 clusters Score -868373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -868379.062500 Penalty: 4307.546875
	Iteration 26Q: 3 clusters Score -868379.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -868382.000000 Penalty: 4307.546875
	Iteration 27Q: 3 clusters Score -868382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -868383.437500 Penalty: 4307.546875
	Iteration 28Q: 3 clusters Score -868383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -868385.125000 Penalty: 4307.546875
	Iteration 29Q: 3 clusters Score -868385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -868387.187500 Penalty: 4307.546875
	Iteration 30Q: 3 clusters Score -868387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -868389.062500 Penalty: 4307.546875
	Iteration 31Q: 3 clusters Score -868389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -868394.750000 Penalty: 4307.546875
	Iteration 32Q: 3 clusters Score -868394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -868396.375000 Penalty: 4307.546875
	Iteration 33Q: 3 clusters Score -868396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -868398.875000 Penalty: 4307.546875
	Iteration 34Q: 3 clusters Score -868398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -868399.187500 Penalty: 4307.546875
	Iteration 35Q: 3 clusters Score -868399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -868398.687500 Penalty: 4307.546875
	Iteration 36Q: 3 clusters Score -868398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -868399.250000 Penalty: 4307.546875
	Iteration 37Q: 3 clusters Score -868399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -868400.000000 Penalty: 4307.546875
	Iteration 38Q: 3 clusters Score -868400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -868400.312500 Penalty: 4307.546875
	Iteration 39Q: 3 clusters Score -868400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -868401.187500 Penalty: 4307.546875
	Iteration 40F: 3 clusters Score -868401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -868401.000000 Penalty: 4307.546875
	Iteration 41Q: 3 clusters Score -868401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -868401.000000 Penalty: 4307.546875
	Iteration 42F: 3 clusters Score -868401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Entering Unmasked Estep 
Score: -7050155.500000 Penalty: 2665.520752
	Iteration 0F: 2 clusters Score -7050156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -7018774.000000 Penalty: 5331.041504
	Iteration 0F: 3 clusters Score -7018774 nChanged 21340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7030428.500000 Penalty: 5331.041504
	Iteration 1F: 3 clusters Score -7030428 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -7030860.000000 Penalty: 5331.041504
	Iteration 2Q: 3 clusters Score -7030860 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -7031256.500000 Penalty: 5331.041504
	Iteration 3Q: 3 clusters Score -7031256 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -7031590.000000 Penalty: 5331.041504
	Iteration 4Q: 3 clusters Score -7031590 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -7031940.500000 Penalty: 5331.041504
	Iteration 5Q: 3 clusters Score -7031940 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7032357.500000 Penalty: 5331.041504
	Iteration 6Q: 3 clusters Score -7032358 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -7032911.500000 Penalty: 5331.041504
	Iteration 7Q: 3 clusters Score -7032912 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -7033719.500000 Penalty: 5331.041504
	Iteration 8Q: 3 clusters Score -7033720 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -7035148.000000 Penalty: 5331.041504
	Iteration 9F: 3 clusters Score -7035148 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -7037373.000000 Penalty: 5331.041504
	Iteration 10F: 3 clusters Score -7037373 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7040424.500000 Penalty: 5331.041504
	Iteration 11F: 3 clusters Score -7040424 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -7043668.000000 Penalty: 5331.041504
	Iteration 12F: 3 clusters Score -7043668 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -7045920.500000 Penalty: 5331.041504
	Iteration 13Q: 3 clusters Score -7045920 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -7047018.500000 Penalty: 5331.041504
	Iteration 14Q: 3 clusters Score -7047018 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -7047510.000000 Penalty: 5331.041504
	Iteration 15Q: 3 clusters Score -7047510 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -7047733.500000 Penalty: 5331.041504
	Iteration 16Q: 3 clusters Score -7047734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -7047801.500000 Penalty: 5331.041504
	Iteration 17Q: 3 clusters Score -7047802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -7047855.500000 Penalty: 5331.041504
	Iteration 18Q: 3 clusters Score -7047856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -7047895.000000 Penalty: 5331.041504
	Iteration 19Q: 3 clusters Score -7047895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -7047914.500000 Penalty: 5331.041504
	Iteration 20F: 3 clusters Score -7047914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -7047926.500000 Penalty: 5331.041504
	Iteration 21Q: 3 clusters Score -7047926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -7047951.500000 Penalty: 5331.041504
	Iteration 22Q: 3 clusters Score -7047952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -7047958.500000 Penalty: 5331.041504
	Iteration 23Q: 3 clusters Score -7047958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -7047967.000000 Penalty: 5331.041504
	Iteration 24Q: 3 clusters Score -7047967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7047981.000000 Penalty: 5331.041504
	Iteration 25Q: 3 clusters Score -7047981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -7047979.000000 Penalty: 5331.041504
	Iteration 26Q: 3 clusters Score -7047979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7047981.000000 Penalty: 5331.041504
	Iteration 27Q: 3 clusters Score -7047981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7047991.000000 Penalty: 5331.041504
	Iteration 28Q: 3 clusters Score -7047991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7047992.000000 Penalty: 5331.041504
	Iteration 29Q: 3 clusters Score -7047992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7047996.500000 Penalty: 5331.041504
	Iteration 30Q: 3 clusters Score -7047996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7047996.500000 Penalty: 5331.041504
	Iteration 31F: 3 clusters Score -7047996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -252147.328125 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -252147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249868.078125 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -249868.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -251075.296875 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -251075.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -251746.578125 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -251746.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -252163.375000 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -252163.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -252407.515625 Penalty: 3737.242432
	Iteration 4F: 3 clusters Score -252407.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -252647.625000 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -252647.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -252803.453125 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -252803.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -252885.312500 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -252885.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -252963.281250 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -252963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253051.218750 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -253051.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -253198.656250 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -253198.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -253441.968750 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -253442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -253768.531250 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -253768.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -254152.375000 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -254152.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -254506.937500 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -254506.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -254540.671875 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -254540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254544.546875 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -254544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254545.421875 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -254545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254547.546875 Penalty: 3737.242432
	Iteration 18F: 3 clusters Score -254547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -254553.468750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -254553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254555.875000 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -254555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254557.046875 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -254557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -254559.000000 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -254559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254560.453125 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -254560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -254561.546875 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -254561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -254562.343750 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -254562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -254562.343750 Penalty: 3737.242432
	Iteration 26F: 3 clusters Score -254562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 46540 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 102654 members 
Mstep: Class 9 contains 39604 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39397 members 
Mstep: Class 12 contains 92020 members 
Mstep: Class 13 contains 41510 members 
Mstep: Class 14 contains 73599 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 57783 members 
Mstep: Class 18 contains 100135 members 
Mstep: Class 19 contains 97036 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 98974 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8289 members 
Mstep: Class 25 contains 12169 members 
Mstep: Class 26 contains 1033 members 
Entering Unmasked Estep 
Score: -137771552.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137770496.000000 to -137771552.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -470291.687500 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -470291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -466649.750000 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -466649.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -467492.437500 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -467492.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467825.375000 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -467825.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -468181.656250 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -468181.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -468594.843750 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -468594.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -468967.812500 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -468967.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -469305.062500 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -469305.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -469548.781250 Penalty: 4063.377930
	Iteration 7F: 3 clusters Score -469548.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -469766.531250 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -469766.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -469909.593750 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -469909.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -470007.281250 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -470007.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -470050.656250 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -470050.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -470074.312500 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -470074.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -470092.156250 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -470092.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -470108.656250 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -470108.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -470121.687500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -470121.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -470130.031250 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -470130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -470135.875000 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -470135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -470141.156250 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -470141.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -470146.875000 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -470146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -470149.656250 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -470149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -470151.500000 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -470151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -470152.718750 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -470152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -470153.843750 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -470153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -470154.875000 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -470154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -470160.375000 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -470160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -470163.468750 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -470163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -470166.375000 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -470166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -470168.218750 Penalty: 4063.377930
	Iteration 28Q: 3 clusters Score -470168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -470174.156250 Penalty: 4063.377930
	Iteration 29Q: 3 clusters Score -470174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -470177.093750 Penalty: 4063.377930
	Iteration 30Q: 3 clusters Score -470177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -470178.000000 Penalty: 4063.377930
	Iteration 31Q: 3 clusters Score -470178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -470179.812500 Penalty: 4063.377930
	Iteration 32Q: 3 clusters Score -470179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -470182.187500 Penalty: 4063.377930
	Iteration 33Q: 3 clusters Score -470182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -470183.656250 Penalty: 4063.377930
	Iteration 34Q: 3 clusters Score -470183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -470183.156250 Penalty: 4063.377930
	Iteration 35Q: 3 clusters Score -470183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -470183.781250 Penalty: 4063.377930
	Iteration 36Q: 3 clusters Score -470183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -470183.781250 Penalty: 4063.377930
	Iteration 37F: 3 clusters Score -470183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Entering Unmasked Estep 
Score: -15910807.000000 Penalty: 2861.701660
	Iteration 0F: 2 clusters Score -1.591081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -15846581.000000 Penalty: 5723.403320
	Iteration 0F: 3 clusters Score -1.584658e+07 nChanged 48524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -15874279.000000 Penalty: 5723.403320
	Iteration 1F: 3 clusters Score -1.587428e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -15875265.000000 Penalty: 5723.403320
	Iteration 2Q: 3 clusters Score -1.587526e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -15876602.000000 Penalty: 5723.403320
	Iteration 3Q: 3 clusters Score -1.58766e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -15878592.000000 Penalty: 5723.403320
	Iteration 4Q: 3 clusters Score -1.587859e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -15881771.000000 Penalty: 5723.403320
	Iteration 5F: 3 clusters Score -1.588177e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -15886617.000000 Penalty: 5723.403320
	Iteration 6F: 3 clusters Score -1.588662e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -15892937.000000 Penalty: 5723.403320
	Iteration 7F: 3 clusters Score -1.589294e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -15899461.000000 Penalty: 5723.403320
	Iteration 8F: 3 clusters Score -1.589946e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -15903973.000000 Penalty: 5723.403320
	Iteration 9F: 3 clusters Score -1.590397e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -15906166.000000 Penalty: 5723.403320
	Iteration 10Q: 3 clusters Score -1.590617e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -15907332.000000 Penalty: 5723.403320
	Iteration 11Q: 3 clusters Score -1.590733e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -15907813.000000 Penalty: 5723.403320
	Iteration 12Q: 3 clusters Score -1.590781e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -15908134.000000 Penalty: 5723.403320
	Iteration 13Q: 3 clusters Score -1.590813e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -15908268.000000 Penalty: 5723.403320
	Iteration 14Q: 3 clusters Score -1.590827e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -15908395.000000 Penalty: 5723.403320
	Iteration 15Q: 3 clusters Score -1.59084e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -15908487.000000 Penalty: 5723.403320
	Iteration 16Q: 3 clusters Score -1.590849e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -15908520.000000 Penalty: 5723.403320
	Iteration 17Q: 3 clusters Score -1.590852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -15908540.000000 Penalty: 5723.403320
	Iteration 18Q: 3 clusters Score -1.590854e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -15908555.000000 Penalty: 5723.403320
	Iteration 19Q: 3 clusters Score -1.590856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -15908548.000000 Penalty: 5723.403320
	Iteration 20F: 3 clusters Score -1.590855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -15908536.000000 Penalty: 5723.403320
	Iteration 21Q: 3 clusters Score -1.590854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -15908572.000000 Penalty: 5723.403320
	Iteration 22Q: 3 clusters Score -1.590857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -15908567.000000 Penalty: 5723.403320
	Iteration 23Q: 3 clusters Score -1.590857e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -15908566.000000 Penalty: 5723.403320
	Iteration 24Q: 3 clusters Score -1.590857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -15908578.000000 Penalty: 5723.403320
	Iteration 25Q: 3 clusters Score -1.590858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -15908580.000000 Penalty: 5723.403320
	Iteration 26Q: 3 clusters Score -1.590858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -15908595.000000 Penalty: 5723.403320
	Iteration 27Q: 3 clusters Score -1.59086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -15908609.000000 Penalty: 5723.403320
	Iteration 28Q: 3 clusters Score -1.590861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -15908603.000000 Penalty: 5723.403320
	Iteration 29Q: 3 clusters Score -1.59086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -15908604.000000 Penalty: 5723.403320
	Iteration 30Q: 3 clusters Score -1.59086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -15908620.000000 Penalty: 5723.403320
	Iteration 31Q: 3 clusters Score -1.590862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -15908615.000000 Penalty: 5723.403320
	Iteration 32Q: 3 clusters Score -1.590862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -15908622.000000 Penalty: 5723.403320
	Iteration 33Q: 3 clusters Score -1.590862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -15908628.000000 Penalty: 5723.403320
	Iteration 34Q: 3 clusters Score -1.590863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -15908633.000000 Penalty: 5723.403320
	Iteration 35Q: 3 clusters Score -1.590863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -15908625.000000 Penalty: 5723.403320
	Iteration 36Q: 3 clusters Score -1.590862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -15908629.000000 Penalty: 5723.403320
	Iteration 37Q: 3 clusters Score -1.590863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -15908628.000000 Penalty: 5723.403320
	Iteration 38Q: 3 clusters Score -1.590863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -15908635.000000 Penalty: 5723.403320
	Iteration 39Q: 3 clusters Score -1.590864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -15908647.000000 Penalty: 5723.403320
	Iteration 40F: 3 clusters Score -1.590865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -15908643.000000 Penalty: 5723.403320
	Iteration 41Q: 3 clusters Score -1.590864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -15908639.000000 Penalty: 5723.403320
	Iteration 42Q: 3 clusters Score -1.590864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -15908632.000000 Penalty: 5723.403320
	Iteration 43Q: 3 clusters Score -1.590863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -15908644.000000 Penalty: 5723.403320
	Iteration 44Q: 3 clusters Score -1.590864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 102047 members 
Entering Unmasked Estep 
Score: -15908652.000000 Penalty: 5723.403320
	Iteration 45Q: 3 clusters Score -1.590865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -15908653.000000 Penalty: 5723.403320
	Iteration 46Q: 3 clusters Score -1.590865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -15908651.000000 Penalty: 5723.403320
	Iteration 47Q: 3 clusters Score -1.590865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -15908658.000000 Penalty: 5723.403320
	Iteration 48Q: 3 clusters Score -1.590866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -15908664.000000 Penalty: 5723.403320
	Iteration 49Q: 3 clusters Score -1.590866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -15908657.000000 Penalty: 5723.403320
	Iteration 50Q: 3 clusters Score -1.590866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -15908653.000000 Penalty: 5723.403320
	Iteration 51Q: 3 clusters Score -1.590865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -15908670.000000 Penalty: 5723.403320
	Iteration 52Q: 3 clusters Score -1.590867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -15908663.000000 Penalty: 5723.403320
	Iteration 53Q: 3 clusters Score -1.590866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -15908666.000000 Penalty: 5723.403320
	Iteration 54Q: 3 clusters Score -1.590867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 102057 members 
Entering Unmasked Estep 
Score: -15908660.000000 Penalty: 5723.403320
	Iteration 55Q: 3 clusters Score -1.590866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 102057 members 
Entering Unmasked Estep 
Score: -15908660.000000 Penalty: 5723.403320
	Iteration 56F: 3 clusters Score -1.590866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Entering Unmasked Estep 
Score: -6103198.500000 Penalty: 2625.498047
	Iteration 0F: 2 clusters Score -6103198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6076589.000000 Penalty: 5250.996094
	Iteration 0F: 3 clusters Score -6076589 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -6086497.500000 Penalty: 5250.996094
	Iteration 1F: 3 clusters Score -6086498 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6087156.500000 Penalty: 5250.996094
	Iteration 2Q: 3 clusters Score -6087156 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -6087925.500000 Penalty: 5250.996094
	Iteration 3Q: 3 clusters Score -6087926 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -6088908.000000 Penalty: 5250.996094
	Iteration 4F: 3 clusters Score -6088908 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6090365.000000 Penalty: 5250.996094
	Iteration 5F: 3 clusters Score -6090365 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6092363.000000 Penalty: 5250.996094
	Iteration 6F: 3 clusters Score -6092363 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -6094825.500000 Penalty: 5250.996094
	Iteration 7F: 3 clusters Score -6094826 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6097044.000000 Penalty: 5250.996094
	Iteration 8F: 3 clusters Score -6097044 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6098591.000000 Penalty: 5250.996094
	Iteration 9F: 3 clusters Score -6098591 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -6099486.500000 Penalty: 5250.996094
	Iteration 10Q: 3 clusters Score -6099486 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6099823.500000 Penalty: 5250.996094
	Iteration 11Q: 3 clusters Score -6099824 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -6100022.500000 Penalty: 5250.996094
	Iteration 12Q: 3 clusters Score -6100022 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -6100150.500000 Penalty: 5250.996094
	Iteration 13Q: 3 clusters Score -6100150 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -6100282.500000 Penalty: 5250.996094
	Iteration 14Q: 3 clusters Score -6100282 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6100397.000000 Penalty: 5250.996094
	Iteration 15Q: 3 clusters Score -6100397 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6100493.500000 Penalty: 5250.996094
	Iteration 16Q: 3 clusters Score -6100494 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6100582.500000 Penalty: 5250.996094
	Iteration 17Q: 3 clusters Score -6100582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6100658.500000 Penalty: 5250.996094
	Iteration 18Q: 3 clusters Score -6100658 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -6100777.000000 Penalty: 5250.996094
	Iteration 19Q: 3 clusters Score -6100777 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6100819.500000 Penalty: 5250.996094
	Iteration 20F: 3 clusters Score -6100820 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6100866.000000 Penalty: 5250.996094
	Iteration 21Q: 3 clusters Score -6100866 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6100918.000000 Penalty: 5250.996094
	Iteration 22Q: 3 clusters Score -6100918 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6100961.500000 Penalty: 5250.996094
	Iteration 23Q: 3 clusters Score -6100962 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6100999.000000 Penalty: 5250.996094
	Iteration 24Q: 3 clusters Score -6100999 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6101020.500000 Penalty: 5250.996094
	Iteration 25Q: 3 clusters Score -6101020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6101069.500000 Penalty: 5250.996094
	Iteration 26Q: 3 clusters Score -6101070 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6101134.000000 Penalty: 5250.996094
	Iteration 27Q: 3 clusters Score -6101134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6101159.500000 Penalty: 5250.996094
	Iteration 28Q: 3 clusters Score -6101160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -6101201.000000 Penalty: 5250.996094
	Iteration 29Q: 3 clusters Score -6101201 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6101258.500000 Penalty: 5250.996094
	Iteration 30Q: 3 clusters Score -6101258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -6101296.500000 Penalty: 5250.996094
	Iteration 31Q: 3 clusters Score -6101296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6101329.000000 Penalty: 5250.996094
	Iteration 32Q: 3 clusters Score -6101329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -6101339.000000 Penalty: 5250.996094
	Iteration 33Q: 3 clusters Score -6101339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -6101386.500000 Penalty: 5250.996094
	Iteration 34Q: 3 clusters Score -6101386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6101414.000000 Penalty: 5250.996094
	Iteration 35Q: 3 clusters Score -6101414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6101429.000000 Penalty: 5250.996094
	Iteration 36Q: 3 clusters Score -6101429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6101434.500000 Penalty: 5250.996094
	Iteration 37Q: 3 clusters Score -6101434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6101441.000000 Penalty: 5250.996094
	Iteration 38Q: 3 clusters Score -6101441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -6101450.500000 Penalty: 5250.996094
	Iteration 39Q: 3 clusters Score -6101450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -6101463.500000 Penalty: 5250.996094
	Iteration 40F: 3 clusters Score -6101464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -6101466.000000 Penalty: 5250.996094
	Iteration 41Q: 3 clusters Score -6101466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6101475.500000 Penalty: 5250.996094
	Iteration 42Q: 3 clusters Score -6101476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -6101480.500000 Penalty: 5250.996094
	Iteration 43Q: 3 clusters Score -6101480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -6101489.000000 Penalty: 5250.996094
	Iteration 44Q: 3 clusters Score -6101489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -6101481.500000 Penalty: 5250.996094
	Iteration 45Q: 3 clusters Score -6101482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6101488.000000 Penalty: 5250.996094
	Iteration 46Q: 3 clusters Score -6101488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6101486.500000 Penalty: 5250.996094
	Iteration 47Q: 3 clusters Score -6101486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -6101484.000000 Penalty: 5250.996094
	Iteration 48Q: 3 clusters Score -6101484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -6101498.000000 Penalty: 5250.996094
	Iteration 49Q: 3 clusters Score -6101498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -6101504.000000 Penalty: 5250.996094
	Iteration 50Q: 3 clusters Score -6101504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -6101509.500000 Penalty: 5250.996094
	Iteration 51Q: 3 clusters Score -6101510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -6101506.000000 Penalty: 5250.996094
	Iteration 52Q: 3 clusters Score -6101506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6101519.000000 Penalty: 5250.996094
	Iteration 53Q: 3 clusters Score -6101519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -6101524.000000 Penalty: 5250.996094
	Iteration 54Q: 3 clusters Score -6101524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -6101517.500000 Penalty: 5250.996094
	Iteration 55Q: 3 clusters Score -6101518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6101530.000000 Penalty: 5250.996094
	Iteration 56Q: 3 clusters Score -6101530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -6101526.500000 Penalty: 5250.996094
	Iteration 57Q: 3 clusters Score -6101526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -6101530.000000 Penalty: 5250.996094
	Iteration 58Q: 3 clusters Score -6101530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -6101530.500000 Penalty: 5250.996094
	Iteration 59Q: 3 clusters Score -6101530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -6101528.500000 Penalty: 5250.996094
	Iteration 60F: 3 clusters Score -6101528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -6101542.000000 Penalty: 5250.996094
	Iteration 61Q: 3 clusters Score -6101542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -6101536.500000 Penalty: 5250.996094
	Iteration 62Q: 3 clusters Score -6101536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -6101532.000000 Penalty: 5250.996094
	Iteration 63Q: 3 clusters Score -6101532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -6101533.000000 Penalty: 5250.996094
	Iteration 64Q: 3 clusters Score -6101533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6101534.000000 Penalty: 5250.996094
	Iteration 65Q: 3 clusters Score -6101534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6101534.000000 Penalty: 5250.996094
	Iteration 66F: 3 clusters Score -6101534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -85524.093750 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -85524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83937.656250 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -83937.66 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84464.484375 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -84464.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85013.796875 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -85013.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85468.375000 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -85468.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85765.148438 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -85765.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85899.914062 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -85899.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86031.640625 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -86031.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86043.195312 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -86043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86051.382812 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -86051.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86056.367188 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -86056.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86067.781250 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -86067.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86079.460938 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -86079.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86089.734375 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -86089.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86096.359375 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -86096.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86119.148438 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -86119.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86134.156250 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -86134.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86147.671875 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -86147.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86152.539062 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -86152.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86153.695312 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -86153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86153.695312 Penalty: 3226.126953
	Iteration 19F: 3 clusters Score -86153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 46540 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 102654 members 
Mstep: Class 9 contains 39604 members 
Mstep: Class 10 contains 203 members 
Mstep: Class 11 contains 39397 members 
Mstep: Class 12 contains 92020 members 
Mstep: Class 13 contains 41510 members 
Mstep: Class 14 contains 73599 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 57783 members 
Mstep: Class 18 contains 100135 members 
Mstep: Class 19 contains 97036 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 98974 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8289 members 
Mstep: Class 25 contains 12169 members 
Mstep: Class 26 contains 1033 members 
Mstep: Class 27 contains 465 members 
Entering Unmasked Estep 
Score: -137770448.000000 Penalty: 91921.562500
Splitting cluster 10 changes total score from -137770496.000000 to -137770448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Entering Unmasked Estep 
Score: -5935186.000000 Penalty: 2624.198242
	Iteration 0F: 2 clusters Score -5935186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5908249.000000 Penalty: 5248.396484
	Iteration 0F: 3 clusters Score -5908249 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5918139.500000 Penalty: 5248.396484
	Iteration 1F: 3 clusters Score -5918140 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5918664.500000 Penalty: 5248.396484
	Iteration 2Q: 3 clusters Score -5918664 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5919183.000000 Penalty: 5248.396484
	Iteration 3Q: 3 clusters Score -5919183 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5919676.500000 Penalty: 5248.396484
	Iteration 4Q: 3 clusters Score -5919676 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5920207.500000 Penalty: 5248.396484
	Iteration 5Q: 3 clusters Score -5920208 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5920733.000000 Penalty: 5248.396484
	Iteration 6Q: 3 clusters Score -5920733 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5921330.500000 Penalty: 5248.396484
	Iteration 7Q: 3 clusters Score -5921330 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5922186.000000 Penalty: 5248.396484
	Iteration 8Q: 3 clusters Score -5922186 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5923322.000000 Penalty: 5248.396484
	Iteration 9F: 3 clusters Score -5923322 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5924735.000000 Penalty: 5248.396484
	Iteration 10F: 3 clusters Score -5924735 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5926515.500000 Penalty: 5248.396484
	Iteration 11F: 3 clusters Score -5926516 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5928397.500000 Penalty: 5248.396484
	Iteration 12F: 3 clusters Score -5928398 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -5930021.500000 Penalty: 5248.396484
	Iteration 13F: 3 clusters Score -5930022 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5931243.500000 Penalty: 5248.396484
	Iteration 14Q: 3 clusters Score -5931244 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5931979.500000 Penalty: 5248.396484
	Iteration 15Q: 3 clusters Score -5931980 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5932402.000000 Penalty: 5248.396484
	Iteration 16Q: 3 clusters Score -5932402 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5932623.000000 Penalty: 5248.396484
	Iteration 17Q: 3 clusters Score -5932623 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5932754.500000 Penalty: 5248.396484
	Iteration 18Q: 3 clusters Score -5932754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5932823.500000 Penalty: 5248.396484
	Iteration 19Q: 3 clusters Score -5932824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5932862.500000 Penalty: 5248.396484
	Iteration 20F: 3 clusters Score -5932862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5932896.000000 Penalty: 5248.396484
	Iteration 21Q: 3 clusters Score -5932896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5932904.000000 Penalty: 5248.396484
	Iteration 22Q: 3 clusters Score -5932904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5932927.000000 Penalty: 5248.396484
	Iteration 23Q: 3 clusters Score -5932927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5932942.500000 Penalty: 5248.396484
	Iteration 24Q: 3 clusters Score -5932942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5932951.000000 Penalty: 5248.396484
	Iteration 25Q: 3 clusters Score -5932951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5932948.500000 Penalty: 5248.396484
	Iteration 26Q: 3 clusters Score -5932948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5932956.000000 Penalty: 5248.396484
	Iteration 27Q: 3 clusters Score -5932956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5932963.000000 Penalty: 5248.396484
	Iteration 28Q: 3 clusters Score -5932963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5932972.000000 Penalty: 5248.396484
	Iteration 29Q: 3 clusters Score -5932972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5932968.000000 Penalty: 5248.396484
	Iteration 30Q: 3 clusters Score -5932968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5932973.000000 Penalty: 5248.396484
	Iteration 31Q: 3 clusters Score -5932973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5932969.500000 Penalty: 5248.396484
	Iteration 32Q: 3 clusters Score -5932970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5932969.000000 Penalty: 5248.396484
	Iteration 33Q: 3 clusters Score -5932969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5932968.500000 Penalty: 5248.396484
	Iteration 34Q: 3 clusters Score -5932968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5932968.500000 Penalty: 5248.396484
	Iteration 35F: 3 clusters Score -5932968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Entering Unmasked Estep 
Score: -14192755.000000 Penalty: 2834.580811
	Iteration 0F: 2 clusters Score -1.419276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -14131841.000000 Penalty: 5669.161621
	Iteration 0F: 3 clusters Score -1.413184e+07 nChanged 43598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -14157256.000000 Penalty: 5669.161621
	Iteration 1F: 3 clusters Score -1.415726e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -14158299.000000 Penalty: 5669.161621
	Iteration 2Q: 3 clusters Score -1.41583e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -14159382.000000 Penalty: 5669.161621
	Iteration 3Q: 3 clusters Score -1.415938e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -14160514.000000 Penalty: 5669.161621
	Iteration 4Q: 3 clusters Score -1.416051e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -14162114.000000 Penalty: 5669.161621
	Iteration 5Q: 3 clusters Score -1.416211e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14164227.000000 Penalty: 5669.161621
	Iteration 6Q: 3 clusters Score -1.416423e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -14167269.000000 Penalty: 5669.161621
	Iteration 7F: 3 clusters Score -1.416727e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -14170985.000000 Penalty: 5669.161621
	Iteration 8F: 3 clusters Score -1.417098e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -14175402.000000 Penalty: 5669.161621
	Iteration 9F: 3 clusters Score -1.41754e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -14179645.000000 Penalty: 5669.161621
	Iteration 10F: 3 clusters Score -1.417964e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -14182750.000000 Penalty: 5669.161621
	Iteration 11Q: 3 clusters Score -1.418275e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -14184789.000000 Penalty: 5669.161621
	Iteration 12Q: 3 clusters Score -1.418479e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -14186210.000000 Penalty: 5669.161621
	Iteration 13Q: 3 clusters Score -1.418621e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -14187141.000000 Penalty: 5669.161621
	Iteration 14Q: 3 clusters Score -1.418714e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -14187951.000000 Penalty: 5669.161621
	Iteration 15Q: 3 clusters Score -1.418795e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -14188599.000000 Penalty: 5669.161621
	Iteration 16Q: 3 clusters Score -1.41886e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -14189113.000000 Penalty: 5669.161621
	Iteration 17Q: 3 clusters Score -1.418911e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14189520.000000 Penalty: 5669.161621
	Iteration 18Q: 3 clusters Score -1.418952e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14189746.000000 Penalty: 5669.161621
	Iteration 19Q: 3 clusters Score -1.418975e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14189959.000000 Penalty: 5669.161621
	Iteration 20F: 3 clusters Score -1.418996e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14190083.000000 Penalty: 5669.161621
	Iteration 21Q: 3 clusters Score -1.419008e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14190161.000000 Penalty: 5669.161621
	Iteration 22Q: 3 clusters Score -1.419016e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14190213.000000 Penalty: 5669.161621
	Iteration 23Q: 3 clusters Score -1.419021e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14190257.000000 Penalty: 5669.161621
	Iteration 24Q: 3 clusters Score -1.419026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14190278.000000 Penalty: 5669.161621
	Iteration 25Q: 3 clusters Score -1.419028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14190298.000000 Penalty: 5669.161621
	Iteration 26Q: 3 clusters Score -1.41903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14190348.000000 Penalty: 5669.161621
	Iteration 27Q: 3 clusters Score -1.419035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14190360.000000 Penalty: 5669.161621
	Iteration 28Q: 3 clusters Score -1.419036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14190342.000000 Penalty: 5669.161621
	Iteration 29Q: 3 clusters Score -1.419034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14190354.000000 Penalty: 5669.161621
	Iteration 30Q: 3 clusters Score -1.419035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14190363.000000 Penalty: 5669.161621
	Iteration 31Q: 3 clusters Score -1.419036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14190362.000000 Penalty: 5669.161621
	Iteration 32Q: 3 clusters Score -1.419036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14190361.000000 Penalty: 5669.161621
	Iteration 33Q: 3 clusters Score -1.419036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14190361.000000 Penalty: 5669.161621
	Iteration 34Q: 3 clusters Score -1.419036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14190359.000000 Penalty: 5669.161621
	Iteration 35Q: 3 clusters Score -1.419036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14190380.000000 Penalty: 5669.161621
	Iteration 36Q: 3 clusters Score -1.419038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14190370.000000 Penalty: 5669.161621
	Iteration 37Q: 3 clusters Score -1.419037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14190392.000000 Penalty: 5669.161621
	Iteration 38Q: 3 clusters Score -1.419039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14190387.000000 Penalty: 5669.161621
	Iteration 39Q: 3 clusters Score -1.419039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14190403.000000 Penalty: 5669.161621
	Iteration 40F: 3 clusters Score -1.41904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14190420.000000 Penalty: 5669.161621
	Iteration 41Q: 3 clusters Score -1.419042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14190422.000000 Penalty: 5669.161621
	Iteration 42Q: 3 clusters Score -1.419042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14190441.000000 Penalty: 5669.161621
	Iteration 43Q: 3 clusters Score -1.419044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14190445.000000 Penalty: 5669.161621
	Iteration 44Q: 3 clusters Score -1.419044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14190444.000000 Penalty: 5669.161621
	Iteration 45Q: 3 clusters Score -1.419044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14190444.000000 Penalty: 5669.161621
	Iteration 46F: 3 clusters Score -1.419044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Entering Unmasked Estep 
Score: -6242535.500000 Penalty: 2637.155029
	Iteration 0F: 2 clusters Score -6242536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6214438.500000 Penalty: 5274.310059
	Iteration 0F: 3 clusters Score -6214438 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6225170.500000 Penalty: 5274.310059
	Iteration 1F: 3 clusters Score -6225170 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6225896.000000 Penalty: 5274.310059
	Iteration 2Q: 3 clusters Score -6225896 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6226753.500000 Penalty: 5274.310059
	Iteration 3F: 3 clusters Score -6226754 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6227818.000000 Penalty: 5274.310059
	Iteration 4F: 3 clusters Score -6227818 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6229101.500000 Penalty: 5274.310059
	Iteration 5F: 3 clusters Score -6229102 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -6230498.000000 Penalty: 5274.310059
	Iteration 6F: 3 clusters Score -6230498 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6231992.000000 Penalty: 5274.310059
	Iteration 7F: 3 clusters Score -6231992 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6233529.000000 Penalty: 5274.310059
	Iteration 8F: 3 clusters Score -6233529 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -6235141.500000 Penalty: 5274.310059
	Iteration 9F: 3 clusters Score -6235142 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -6236743.500000 Penalty: 5274.310059
	Iteration 10Q: 3 clusters Score -6236744 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -6238068.000000 Penalty: 5274.310059
	Iteration 11Q: 3 clusters Score -6238068 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -6239048.000000 Penalty: 5274.310059
	Iteration 12Q: 3 clusters Score -6239048 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -6239589.000000 Penalty: 5274.310059
	Iteration 13Q: 3 clusters Score -6239589 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -6239886.500000 Penalty: 5274.310059
	Iteration 14Q: 3 clusters Score -6239886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6240049.500000 Penalty: 5274.310059
	Iteration 15Q: 3 clusters Score -6240050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6240153.500000 Penalty: 5274.310059
	Iteration 16Q: 3 clusters Score -6240154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -6240222.500000 Penalty: 5274.310059
	Iteration 17Q: 3 clusters Score -6240222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -6240269.500000 Penalty: 5274.310059
	Iteration 18Q: 3 clusters Score -6240270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -6240304.000000 Penalty: 5274.310059
	Iteration 19Q: 3 clusters Score -6240304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -6240331.000000 Penalty: 5274.310059
	Iteration 20F: 3 clusters Score -6240331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -6240347.000000 Penalty: 5274.310059
	Iteration 21Q: 3 clusters Score -6240347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6240359.500000 Penalty: 5274.310059
	Iteration 22Q: 3 clusters Score -6240360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6240370.000000 Penalty: 5274.310059
	Iteration 23Q: 3 clusters Score -6240370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -6240376.500000 Penalty: 5274.310059
	Iteration 24Q: 3 clusters Score -6240376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -6240389.500000 Penalty: 5274.310059
	Iteration 25Q: 3 clusters Score -6240390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -6240389.500000 Penalty: 5274.310059
	Iteration 26Q: 3 clusters Score -6240390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6240399.000000 Penalty: 5274.310059
	Iteration 27Q: 3 clusters Score -6240399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -6240406.500000 Penalty: 5274.310059
	Iteration 28Q: 3 clusters Score -6240406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -6240416.500000 Penalty: 5274.310059
	Iteration 29Q: 3 clusters Score -6240416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -6240429.000000 Penalty: 5274.310059
	Iteration 30Q: 3 clusters Score -6240429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -6240429.500000 Penalty: 5274.310059
	Iteration 31Q: 3 clusters Score -6240430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6240435.000000 Penalty: 5274.310059
	Iteration 32Q: 3 clusters Score -6240435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6240438.000000 Penalty: 5274.310059
	Iteration 33Q: 3 clusters Score -6240438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6240435.500000 Penalty: 5274.310059
	Iteration 34Q: 3 clusters Score -6240436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6240435.500000 Penalty: 5274.310059
	Iteration 35F: 3 clusters Score -6240436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Entering Unmasked Estep 
Score: -11305134.000000 Penalty: 2779.183838
	Iteration 0F: 2 clusters Score -1.130513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -11256062.000000 Penalty: 5558.367676
	Iteration 0F: 3 clusters Score -1.125606e+07 nChanged 34582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -11275763.000000 Penalty: 5558.367676
	Iteration 1F: 3 clusters Score -1.127576e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -11276987.000000 Penalty: 5558.367676
	Iteration 2Q: 3 clusters Score -1.127699e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -11278597.000000 Penalty: 5558.367676
	Iteration 3F: 3 clusters Score -1.12786e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -11281061.000000 Penalty: 5558.367676
	Iteration 4F: 3 clusters Score -1.128106e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -11284511.000000 Penalty: 5558.367676
	Iteration 5F: 3 clusters Score -1.128451e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -11288547.000000 Penalty: 5558.367676
	Iteration 6F: 3 clusters Score -1.128855e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -11292638.000000 Penalty: 5558.367676
	Iteration 7F: 3 clusters Score -1.129264e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -11295882.000000 Penalty: 5558.367676
	Iteration 8F: 3 clusters Score -1.129588e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -11298271.000000 Penalty: 5558.367676
	Iteration 9Q: 3 clusters Score -1.129827e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -11299945.000000 Penalty: 5558.367676
	Iteration 10Q: 3 clusters Score -1.129994e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -11301046.000000 Penalty: 5558.367676
	Iteration 11Q: 3 clusters Score -1.130105e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -11301722.000000 Penalty: 5558.367676
	Iteration 12Q: 3 clusters Score -1.130172e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -11302110.000000 Penalty: 5558.367676
	Iteration 13Q: 3 clusters Score -1.130211e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -11302380.000000 Penalty: 5558.367676
	Iteration 14Q: 3 clusters Score -1.130238e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11302533.000000 Penalty: 5558.367676
	Iteration 15Q: 3 clusters Score -1.130253e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -11302719.000000 Penalty: 5558.367676
	Iteration 16Q: 3 clusters Score -1.130272e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11302745.000000 Penalty: 5558.367676
	Iteration 17Q: 3 clusters Score -1.130274e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11302812.000000 Penalty: 5558.367676
	Iteration 18Q: 3 clusters Score -1.130281e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11302847.000000 Penalty: 5558.367676
	Iteration 19Q: 3 clusters Score -1.130285e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11302879.000000 Penalty: 5558.367676
	Iteration 20F: 3 clusters Score -1.130288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11302918.000000 Penalty: 5558.367676
	Iteration 21Q: 3 clusters Score -1.130292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11302939.000000 Penalty: 5558.367676
	Iteration 22Q: 3 clusters Score -1.130294e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11302961.000000 Penalty: 5558.367676
	Iteration 23Q: 3 clusters Score -1.130296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11302965.000000 Penalty: 5558.367676
	Iteration 24Q: 3 clusters Score -1.130296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11302991.000000 Penalty: 5558.367676
	Iteration 25Q: 3 clusters Score -1.130299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11303023.000000 Penalty: 5558.367676
	Iteration 26Q: 3 clusters Score -1.130302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11303031.000000 Penalty: 5558.367676
	Iteration 27Q: 3 clusters Score -1.130303e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -11303036.000000 Penalty: 5558.367676
	Iteration 28Q: 3 clusters Score -1.130304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11303057.000000 Penalty: 5558.367676
	Iteration 29Q: 3 clusters Score -1.130306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11303065.000000 Penalty: 5558.367676
	Iteration 30Q: 3 clusters Score -1.130306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11303086.000000 Penalty: 5558.367676
	Iteration 31Q: 3 clusters Score -1.130309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11303091.000000 Penalty: 5558.367676
	Iteration 32Q: 3 clusters Score -1.130309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11303101.000000 Penalty: 5558.367676
	Iteration 33Q: 3 clusters Score -1.13031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11303103.000000 Penalty: 5558.367676
	Iteration 34Q: 3 clusters Score -1.13031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11303104.000000 Penalty: 5558.367676
	Iteration 35Q: 3 clusters Score -1.13031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11303108.000000 Penalty: 5558.367676
	Iteration 36Q: 3 clusters Score -1.130311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11303108.000000 Penalty: 5558.367676
	Iteration 37Q: 3 clusters Score -1.130311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11303104.000000 Penalty: 5558.367676
	Iteration 38Q: 3 clusters Score -1.13031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11303102.000000 Penalty: 5558.367676
	Iteration 39Q: 3 clusters Score -1.13031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11303112.000000 Penalty: 5558.367676
	Iteration 40F: 3 clusters Score -1.130311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11303115.000000 Penalty: 5558.367676
	Iteration 41Q: 3 clusters Score -1.130312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11303122.000000 Penalty: 5558.367676
	Iteration 42Q: 3 clusters Score -1.130312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11303118.000000 Penalty: 5558.367676
	Iteration 43Q: 3 clusters Score -1.130312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11303125.000000 Penalty: 5558.367676
	Iteration 44Q: 3 clusters Score -1.130312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11303129.000000 Penalty: 5558.367676
	Iteration 45Q: 3 clusters Score -1.130313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11303121.000000 Penalty: 5558.367676
	Iteration 46Q: 3 clusters Score -1.130312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11303110.000000 Penalty: 5558.367676
	Iteration 47Q: 3 clusters Score -1.130311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11303104.000000 Penalty: 5558.367676
	Iteration 48Q: 3 clusters Score -1.13031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11303109.000000 Penalty: 5558.367676
	Iteration 49Q: 3 clusters Score -1.130311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11303108.000000 Penalty: 5558.367676
	Iteration 50Q: 3 clusters Score -1.130311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11303105.000000 Penalty: 5558.367676
	Iteration 51Q: 3 clusters Score -1.13031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11303114.000000 Penalty: 5558.367676
	Iteration 52Q: 3 clusters Score -1.130311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11303124.000000 Penalty: 5558.367676
	Iteration 53Q: 3 clusters Score -1.130312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11303126.000000 Penalty: 5558.367676
	Iteration 54Q: 3 clusters Score -1.130313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11303126.000000 Penalty: 5558.367676
	Iteration 55F: 3 clusters Score -1.130313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1842360.625000 Penalty: 2339.285645
	Iteration 0F: 2 clusters Score -1842361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1833215.000000 Penalty: 4678.571289
	Iteration 0F: 3 clusters Score -1833215 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1836088.750000 Penalty: 4678.571289
	Iteration 1F: 3 clusters Score -1836089 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1836511.750000 Penalty: 4678.571289
	Iteration 2F: 3 clusters Score -1836512 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1836860.375000 Penalty: 4678.571289
	Iteration 3F: 3 clusters Score -1836860 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1837192.750000 Penalty: 4678.571289
	Iteration 4Q: 3 clusters Score -1837193 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1837502.625000 Penalty: 4678.571289
	Iteration 5Q: 3 clusters Score -1837503 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1837796.875000 Penalty: 4678.571289
	Iteration 6Q: 3 clusters Score -1837797 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1838109.250000 Penalty: 4678.571289
	Iteration 7Q: 3 clusters Score -1838109 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1838438.625000 Penalty: 4678.571289
	Iteration 8Q: 3 clusters Score -1838439 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1838785.750000 Penalty: 4678.571289
	Iteration 9Q: 3 clusters Score -1838786 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1839195.125000 Penalty: 4678.571289
	Iteration 10Q: 3 clusters Score -1839195 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1839680.000000 Penalty: 4678.571289
	Iteration 11F: 3 clusters Score -1839680 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1840168.875000 Penalty: 4678.571289
	Iteration 12Q: 3 clusters Score -1840169 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1840550.375000 Penalty: 4678.571289
	Iteration 13Q: 3 clusters Score -1840550 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1840754.000000 Penalty: 4678.571289
	Iteration 14Q: 3 clusters Score -1840754 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1840883.375000 Penalty: 4678.571289
	Iteration 15Q: 3 clusters Score -1840883 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1840969.750000 Penalty: 4678.571289
	Iteration 16Q: 3 clusters Score -1840970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1841023.625000 Penalty: 4678.571289
	Iteration 17Q: 3 clusters Score -1841024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1841079.500000 Penalty: 4678.571289
	Iteration 18Q: 3 clusters Score -1841080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1841130.750000 Penalty: 4678.571289
	Iteration 19Q: 3 clusters Score -1841131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1841155.875000 Penalty: 4678.571289
	Iteration 20F: 3 clusters Score -1841156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1841172.625000 Penalty: 4678.571289
	Iteration 21Q: 3 clusters Score -1841173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1841189.625000 Penalty: 4678.571289
	Iteration 22Q: 3 clusters Score -1841190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1841199.250000 Penalty: 4678.571289
	Iteration 23Q: 3 clusters Score -1841199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1841201.625000 Penalty: 4678.571289
	Iteration 24Q: 3 clusters Score -1841202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1841212.750000 Penalty: 4678.571289
	Iteration 25Q: 3 clusters Score -1841213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1841209.875000 Penalty: 4678.571289
	Iteration 26Q: 3 clusters Score -1841210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1841216.875000 Penalty: 4678.571289
	Iteration 27Q: 3 clusters Score -1841217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1841215.625000 Penalty: 4678.571289
	Iteration 28Q: 3 clusters Score -1841216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1841214.875000 Penalty: 4678.571289
	Iteration 29Q: 3 clusters Score -1841215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1841214.875000 Penalty: 4678.571289
	Iteration 30F: 3 clusters Score -1841215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -3434038.250000 Penalty: 2502.198730
	Iteration 0F: 2 clusters Score -3434038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3417406.750000 Penalty: 5004.397461
	Iteration 0F: 3 clusters Score -3417407 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3423062.500000 Penalty: 5004.397461
	Iteration 1F: 3 clusters Score -3423062 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3423540.000000 Penalty: 5004.397461
	Iteration 2F: 3 clusters Score -3423540 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3423923.750000 Penalty: 5004.397461
	Iteration 3Q: 3 clusters Score -3423924 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3424255.750000 Penalty: 5004.397461
	Iteration 4Q: 3 clusters Score -3424256 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3424598.500000 Penalty: 5004.397461
	Iteration 5Q: 3 clusters Score -3424598 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3424983.000000 Penalty: 5004.397461
	Iteration 6Q: 3 clusters Score -3424983 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3425437.000000 Penalty: 5004.397461
	Iteration 7Q: 3 clusters Score -3425437 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3426009.500000 Penalty: 5004.397461
	Iteration 8Q: 3 clusters Score -3426010 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3426708.750000 Penalty: 5004.397461
	Iteration 9Q: 3 clusters Score -3426709 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3427466.500000 Penalty: 5004.397461
	Iteration 10Q: 3 clusters Score -3427466 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3428299.000000 Penalty: 5004.397461
	Iteration 11Q: 3 clusters Score -3428299 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3429132.250000 Penalty: 5004.397461
	Iteration 12Q: 3 clusters Score -3429132 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3429758.250000 Penalty: 5004.397461
	Iteration 13Q: 3 clusters Score -3429758 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3430199.750000 Penalty: 5004.397461
	Iteration 14Q: 3 clusters Score -3430200 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3430576.500000 Penalty: 5004.397461
	Iteration 15Q: 3 clusters Score -3430576 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3430921.250000 Penalty: 5004.397461
	Iteration 16Q: 3 clusters Score -3430921 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3431216.500000 Penalty: 5004.397461
	Iteration 17Q: 3 clusters Score -3431216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3431441.000000 Penalty: 5004.397461
	Iteration 18Q: 3 clusters Score -3431441 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3431581.250000 Penalty: 5004.397461
	Iteration 19Q: 3 clusters Score -3431581 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3431683.750000 Penalty: 5004.397461
	Iteration 20F: 3 clusters Score -3431684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3431743.250000 Penalty: 5004.397461
	Iteration 21Q: 3 clusters Score -3431743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3431819.500000 Penalty: 5004.397461
	Iteration 22Q: 3 clusters Score -3431820 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3431900.000000 Penalty: 5004.397461
	Iteration 23Q: 3 clusters Score -3431900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3431938.000000 Penalty: 5004.397461
	Iteration 24Q: 3 clusters Score -3431938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3431971.000000 Penalty: 5004.397461
	Iteration 25Q: 3 clusters Score -3431971 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3431978.750000 Penalty: 5004.397461
	Iteration 26Q: 3 clusters Score -3431979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3431997.750000 Penalty: 5004.397461
	Iteration 27Q: 3 clusters Score -3431998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3431995.500000 Penalty: 5004.397461
	Iteration 28Q: 3 clusters Score -3431996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3431997.000000 Penalty: 5004.397461
	Iteration 29Q: 3 clusters Score -3431997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3432003.250000 Penalty: 5004.397461
	Iteration 30Q: 3 clusters Score -3432003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3432020.750000 Penalty: 5004.397461
	Iteration 31Q: 3 clusters Score -3432021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3432036.000000 Penalty: 5004.397461
	Iteration 32Q: 3 clusters Score -3432036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3432032.750000 Penalty: 5004.397461
	Iteration 33Q: 3 clusters Score -3432033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3432040.000000 Penalty: 5004.397461
	Iteration 34Q: 3 clusters Score -3432040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3432052.500000 Penalty: 5004.397461
	Iteration 35Q: 3 clusters Score -3432052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3432060.250000 Penalty: 5004.397461
	Iteration 36Q: 3 clusters Score -3432060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3432062.500000 Penalty: 5004.397461
	Iteration 37Q: 3 clusters Score -3432062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3432067.000000 Penalty: 5004.397461
	Iteration 38Q: 3 clusters Score -3432067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3432078.000000 Penalty: 5004.397461
	Iteration 39Q: 3 clusters Score -3432078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3432075.500000 Penalty: 5004.397461
	Iteration 40F: 3 clusters Score -3432076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3432080.750000 Penalty: 5004.397461
	Iteration 41Q: 3 clusters Score -3432081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3432083.500000 Penalty: 5004.397461
	Iteration 42Q: 3 clusters Score -3432084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3432094.250000 Penalty: 5004.397461
	Iteration 43Q: 3 clusters Score -3432094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3432088.000000 Penalty: 5004.397461
	Iteration 44Q: 3 clusters Score -3432088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3432091.500000 Penalty: 5004.397461
	Iteration 45Q: 3 clusters Score -3432092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3432092.750000 Penalty: 5004.397461
	Iteration 46Q: 3 clusters Score -3432093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3432095.000000 Penalty: 5004.397461
	Iteration 47Q: 3 clusters Score -3432095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3432090.750000 Penalty: 5004.397461
	Iteration 48Q: 3 clusters Score -3432091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3432086.250000 Penalty: 5004.397461
	Iteration 49Q: 3 clusters Score -3432086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3432090.750000 Penalty: 5004.397461
	Iteration 50Q: 3 clusters Score -3432091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3432092.250000 Penalty: 5004.397461
	Iteration 51Q: 3 clusters Score -3432092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3432092.250000 Penalty: 5004.397461
	Iteration 52F: 3 clusters Score -3432092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Entering Unmasked Estep 
Score: -9022812.000000 Penalty: 2719.183594
	Iteration 0F: 2 clusters Score -9022812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -8984224.000000 Penalty: 5438.367188
	Iteration 0F: 3 clusters Score -8984224 nChanged 26678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -8998793.000000 Penalty: 5438.367188
	Iteration 1F: 3 clusters Score -8998793 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -8999266.000000 Penalty: 5438.367188
	Iteration 2Q: 3 clusters Score -8999266 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -8999797.000000 Penalty: 5438.367188
	Iteration 3Q: 3 clusters Score -8999797 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -9000335.000000 Penalty: 5438.367188
	Iteration 4Q: 3 clusters Score -9000335 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -9000973.000000 Penalty: 5438.367188
	Iteration 5Q: 3 clusters Score -9000973 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9001967.000000 Penalty: 5438.367188
	Iteration 6Q: 3 clusters Score -9001967 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -9003358.000000 Penalty: 5438.367188
	Iteration 7Q: 3 clusters Score -9003358 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -9005404.000000 Penalty: 5438.367188
	Iteration 8F: 3 clusters Score -9005404 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -9008060.000000 Penalty: 5438.367188
	Iteration 9F: 3 clusters Score -9008060 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -9010856.000000 Penalty: 5438.367188
	Iteration 10F: 3 clusters Score -9010856 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -9013303.000000 Penalty: 5438.367188
	Iteration 11F: 3 clusters Score -9013303 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -9014992.000000 Penalty: 5438.367188
	Iteration 12Q: 3 clusters Score -9014992 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -9016156.000000 Penalty: 5438.367188
	Iteration 13Q: 3 clusters Score -9016156 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -9017055.000000 Penalty: 5438.367188
	Iteration 14Q: 3 clusters Score -9017055 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9017706.000000 Penalty: 5438.367188
	Iteration 15Q: 3 clusters Score -9017706 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -9018312.000000 Penalty: 5438.367188
	Iteration 16Q: 3 clusters Score -9018312 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9018792.000000 Penalty: 5438.367188
	Iteration 17Q: 3 clusters Score -9018792 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9019128.000000 Penalty: 5438.367188
	Iteration 18Q: 3 clusters Score -9019128 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9019471.000000 Penalty: 5438.367188
	Iteration 19Q: 3 clusters Score -9019471 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9019757.000000 Penalty: 5438.367188
	Iteration 20F: 3 clusters Score -9019757 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9019968.000000 Penalty: 5438.367188
	Iteration 21Q: 3 clusters Score -9019968 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9020144.000000 Penalty: 5438.367188
	Iteration 22Q: 3 clusters Score -9020144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9020252.000000 Penalty: 5438.367188
	Iteration 23Q: 3 clusters Score -9020252 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9020345.000000 Penalty: 5438.367188
	Iteration 24Q: 3 clusters Score -9020345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9020439.000000 Penalty: 5438.367188
	Iteration 25Q: 3 clusters Score -9020439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9020487.000000 Penalty: 5438.367188
	Iteration 26Q: 3 clusters Score -9020487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9020525.000000 Penalty: 5438.367188
	Iteration 27Q: 3 clusters Score -9020525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9020541.000000 Penalty: 5438.367188
	Iteration 28Q: 3 clusters Score -9020541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9020554.000000 Penalty: 5438.367188
	Iteration 29Q: 3 clusters Score -9020554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9020582.000000 Penalty: 5438.367188
	Iteration 30Q: 3 clusters Score -9020582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9020600.000000 Penalty: 5438.367188
	Iteration 31Q: 3 clusters Score -9020600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9020609.000000 Penalty: 5438.367188
	Iteration 32Q: 3 clusters Score -9020609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9020617.000000 Penalty: 5438.367188
	Iteration 33Q: 3 clusters Score -9020617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9020630.000000 Penalty: 5438.367188
	Iteration 34Q: 3 clusters Score -9020630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9020636.000000 Penalty: 5438.367188
	Iteration 35Q: 3 clusters Score -9020636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9020650.000000 Penalty: 5438.367188
	Iteration 36Q: 3 clusters Score -9020650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9020647.000000 Penalty: 5438.367188
	Iteration 37Q: 3 clusters Score -9020647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9020653.000000 Penalty: 5438.367188
	Iteration 38Q: 3 clusters Score -9020653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9020655.000000 Penalty: 5438.367188
	Iteration 39Q: 3 clusters Score -9020655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9020647.000000 Penalty: 5438.367188
	Iteration 40F: 3 clusters Score -9020647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9020654.000000 Penalty: 5438.367188
	Iteration 41Q: 3 clusters Score -9020654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9020647.000000 Penalty: 5438.367188
	Iteration 42Q: 3 clusters Score -9020647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9020658.000000 Penalty: 5438.367188
	Iteration 43Q: 3 clusters Score -9020658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9020658.000000 Penalty: 5438.367188
	Iteration 44Q: 3 clusters Score -9020658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9020670.000000 Penalty: 5438.367188
	Iteration 45Q: 3 clusters Score -9020670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9020671.000000 Penalty: 5438.367188
	Iteration 46Q: 3 clusters Score -9020671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9020670.000000 Penalty: 5438.367188
	Iteration 47Q: 3 clusters Score -9020670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9020672.000000 Penalty: 5438.367188
	Iteration 48Q: 3 clusters Score -9020672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9020674.000000 Penalty: 5438.367188
	Iteration 49Q: 3 clusters Score -9020674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9020678.000000 Penalty: 5438.367188
	Iteration 50Q: 3 clusters Score -9020678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9020679.000000 Penalty: 5438.367188
	Iteration 51Q: 3 clusters Score -9020679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9020679.000000 Penalty: 5438.367188
	Iteration 52Q: 3 clusters Score -9020679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9020679.000000 Penalty: 5438.367188
	Iteration 53F: 3 clusters Score -9020679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Entering Unmasked Estep 
Score: -15427204.000000 Penalty: 2855.540039
	Iteration 0F: 2 clusters Score -1.54272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -15361040.000000 Penalty: 5711.080078
	Iteration 0F: 3 clusters Score -1.536104e+07 nChanged 47299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -15388030.000000 Penalty: 5711.080078
	Iteration 1F: 3 clusters Score -1.538803e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -15388980.000000 Penalty: 5711.080078
	Iteration 2Q: 3 clusters Score -1.538898e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -15389961.000000 Penalty: 5711.080078
	Iteration 3Q: 3 clusters Score -1.538996e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -15391204.000000 Penalty: 5711.080078
	Iteration 4Q: 3 clusters Score -1.53912e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -15392819.000000 Penalty: 5711.080078
	Iteration 5Q: 3 clusters Score -1.539282e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -15395000.000000 Penalty: 5711.080078
	Iteration 6Q: 3 clusters Score -1.5395e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -15398170.000000 Penalty: 5711.080078
	Iteration 7F: 3 clusters Score -1.539817e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -15402421.000000 Penalty: 5711.080078
	Iteration 8F: 3 clusters Score -1.540242e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -15407893.000000 Penalty: 5711.080078
	Iteration 9F: 3 clusters Score -1.540789e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -15412703.000000 Penalty: 5711.080078
	Iteration 10F: 3 clusters Score -1.54127e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -15415852.000000 Penalty: 5711.080078
	Iteration 11Q: 3 clusters Score -1.541585e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -15417950.000000 Penalty: 5711.080078
	Iteration 12Q: 3 clusters Score -1.541795e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -15419377.000000 Penalty: 5711.080078
	Iteration 13Q: 3 clusters Score -1.541938e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -15420512.000000 Penalty: 5711.080078
	Iteration 14Q: 3 clusters Score -1.542051e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -15421489.000000 Penalty: 5711.080078
	Iteration 15Q: 3 clusters Score -1.542149e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -15422379.000000 Penalty: 5711.080078
	Iteration 16Q: 3 clusters Score -1.542238e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -15423117.000000 Penalty: 5711.080078
	Iteration 17Q: 3 clusters Score -1.542312e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -15423674.000000 Penalty: 5711.080078
	Iteration 18Q: 3 clusters Score -1.542367e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -15424158.000000 Penalty: 5711.080078
	Iteration 19Q: 3 clusters Score -1.542416e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -15424485.000000 Penalty: 5711.080078
	Iteration 20F: 3 clusters Score -1.542448e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -15424775.000000 Penalty: 5711.080078
	Iteration 21Q: 3 clusters Score -1.542478e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -15425062.000000 Penalty: 5711.080078
	Iteration 22Q: 3 clusters Score -1.542506e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -15425209.000000 Penalty: 5711.080078
	Iteration 23Q: 3 clusters Score -1.542521e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -15425295.000000 Penalty: 5711.080078
	Iteration 24Q: 3 clusters Score -1.54253e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -15425381.000000 Penalty: 5711.080078
	Iteration 25Q: 3 clusters Score -1.542538e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -15425431.000000 Penalty: 5711.080078
	Iteration 26Q: 3 clusters Score -1.542543e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 97006 members 
Entering Unmasked Estep 
Score: -15425474.000000 Penalty: 5711.080078
	Iteration 27Q: 3 clusters Score -1.542547e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -15425493.000000 Penalty: 5711.080078
	Iteration 28Q: 3 clusters Score -1.542549e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -15425531.000000 Penalty: 5711.080078
	Iteration 29Q: 3 clusters Score -1.542553e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -15425542.000000 Penalty: 5711.080078
	Iteration 30Q: 3 clusters Score -1.542554e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -15425573.000000 Penalty: 5711.080078
	Iteration 31Q: 3 clusters Score -1.542557e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -15425636.000000 Penalty: 5711.080078
	Iteration 32Q: 3 clusters Score -1.542564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -15425699.000000 Penalty: 5711.080078
	Iteration 33Q: 3 clusters Score -1.54257e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -15425751.000000 Penalty: 5711.080078
	Iteration 34Q: 3 clusters Score -1.542575e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -15425814.000000 Penalty: 5711.080078
	Iteration 35Q: 3 clusters Score -1.542581e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -15425884.000000 Penalty: 5711.080078
	Iteration 36Q: 3 clusters Score -1.542588e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -15425955.000000 Penalty: 5711.080078
	Iteration 37Q: 3 clusters Score -1.542596e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -15426054.000000 Penalty: 5711.080078
	Iteration 38Q: 3 clusters Score -1.542605e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -15426140.000000 Penalty: 5711.080078
	Iteration 39Q: 3 clusters Score -1.542614e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -15426170.000000 Penalty: 5711.080078
	Iteration 40F: 3 clusters Score -1.542617e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -15426187.000000 Penalty: 5711.080078
	Iteration 41Q: 3 clusters Score -1.542619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -15426214.000000 Penalty: 5711.080078
	Iteration 42Q: 3 clusters Score -1.542621e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -15426214.000000 Penalty: 5711.080078
	Iteration 43Q: 3 clusters Score -1.542621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -15426216.000000 Penalty: 5711.080078
	Iteration 44Q: 3 clusters Score -1.542622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -15426207.000000 Penalty: 5711.080078
	Iteration 45Q: 3 clusters Score -1.542621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -15426227.000000 Penalty: 5711.080078
	Iteration 46Q: 3 clusters Score -1.542623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -15426234.000000 Penalty: 5711.080078
	Iteration 47Q: 3 clusters Score -1.542623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -15426228.000000 Penalty: 5711.080078
	Iteration 48Q: 3 clusters Score -1.542623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -15426231.000000 Penalty: 5711.080078
	Iteration 49Q: 3 clusters Score -1.542623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -15426222.000000 Penalty: 5711.080078
	Iteration 50Q: 3 clusters Score -1.542622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -15426230.000000 Penalty: 5711.080078
	Iteration 51Q: 3 clusters Score -1.542623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -15426261.000000 Penalty: 5711.080078
	Iteration 52Q: 3 clusters Score -1.542626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -15426276.000000 Penalty: 5711.080078
	Iteration 53Q: 3 clusters Score -1.542628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -15426295.000000 Penalty: 5711.080078
	Iteration 54Q: 3 clusters Score -1.54263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -15426298.000000 Penalty: 5711.080078
	Iteration 55Q: 3 clusters Score -1.54263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -15426297.000000 Penalty: 5711.080078
	Iteration 56Q: 3 clusters Score -1.54263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -15426313.000000 Penalty: 5711.080078
	Iteration 57Q: 3 clusters Score -1.542631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -15426307.000000 Penalty: 5711.080078
	Iteration 58Q: 3 clusters Score -1.542631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -15426304.000000 Penalty: 5711.080078
	Iteration 59Q: 3 clusters Score -1.54263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -15426299.000000 Penalty: 5711.080078
	Iteration 60F: 3 clusters Score -1.54263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -15426303.000000 Penalty: 5711.080078
	Iteration 61Q: 3 clusters Score -1.54263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -15426309.000000 Penalty: 5711.080078
	Iteration 62Q: 3 clusters Score -1.542631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -15426308.000000 Penalty: 5711.080078
	Iteration 63Q: 3 clusters Score -1.542631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -15426309.000000 Penalty: 5711.080078
	Iteration 64Q: 3 clusters Score -1.542631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -15426302.000000 Penalty: 5711.080078
	Iteration 65Q: 3 clusters Score -1.54263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -15426298.000000 Penalty: 5711.080078
	Iteration 66Q: 3 clusters Score -1.54263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -15426315.000000 Penalty: 5711.080078
	Iteration 67Q: 3 clusters Score -1.542632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -15426334.000000 Penalty: 5711.080078
	Iteration 68Q: 3 clusters Score -1.542633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -15426322.000000 Penalty: 5711.080078
	Iteration 69Q: 3 clusters Score -1.542632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15426317.000000 Penalty: 5711.080078
	Iteration 70Q: 3 clusters Score -1.542632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15426308.000000 Penalty: 5711.080078
	Iteration 71Q: 3 clusters Score -1.542631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15426308.000000 Penalty: 5711.080078
	Iteration 72F: 3 clusters Score -1.542631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Entering Unmasked Estep 
Score: -14946816.000000 Penalty: 2847.743652
	Iteration 0F: 2 clusters Score -1.494682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -14882102.000000 Penalty: 5695.487305
	Iteration 0F: 3 clusters Score -1.48821e+07 nChanged 46069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -14909272.000000 Penalty: 5695.487305
	Iteration 1F: 3 clusters Score -1.490927e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -14910680.000000 Penalty: 5695.487305
	Iteration 2Q: 3 clusters Score -1.491068e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -14913092.000000 Penalty: 5695.487305
	Iteration 3Q: 3 clusters Score -1.491309e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -14916105.000000 Penalty: 5695.487305
	Iteration 4F: 3 clusters Score -1.49161e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -14919764.000000 Penalty: 5695.487305
	Iteration 5F: 3 clusters Score -1.491976e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -14923846.000000 Penalty: 5695.487305
	Iteration 6F: 3 clusters Score -1.492385e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -14928083.000000 Penalty: 5695.487305
	Iteration 7F: 3 clusters Score -1.492808e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -14931848.000000 Penalty: 5695.487305
	Iteration 8F: 3 clusters Score -1.493185e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -14934486.000000 Penalty: 5695.487305
	Iteration 9Q: 3 clusters Score -1.493449e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -14935937.000000 Penalty: 5695.487305
	Iteration 10Q: 3 clusters Score -1.493594e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -14936935.000000 Penalty: 5695.487305
	Iteration 11Q: 3 clusters Score -1.493694e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -14937730.000000 Penalty: 5695.487305
	Iteration 12Q: 3 clusters Score -1.493773e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -14938401.000000 Penalty: 5695.487305
	Iteration 13Q: 3 clusters Score -1.49384e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -14939097.000000 Penalty: 5695.487305
	Iteration 14Q: 3 clusters Score -1.49391e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -14939829.000000 Penalty: 5695.487305
	Iteration 15Q: 3 clusters Score -1.493983e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -14940532.000000 Penalty: 5695.487305
	Iteration 16Q: 3 clusters Score -1.494053e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -14941168.000000 Penalty: 5695.487305
	Iteration 17Q: 3 clusters Score -1.494117e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -14941868.000000 Penalty: 5695.487305
	Iteration 18Q: 3 clusters Score -1.494187e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -14942449.000000 Penalty: 5695.487305
	Iteration 19Q: 3 clusters Score -1.494245e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -14942939.000000 Penalty: 5695.487305
	Iteration 20F: 3 clusters Score -1.494294e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -14943376.000000 Penalty: 5695.487305
	Iteration 21Q: 3 clusters Score -1.494338e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -14943664.000000 Penalty: 5695.487305
	Iteration 22Q: 3 clusters Score -1.494366e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -14943852.000000 Penalty: 5695.487305
	Iteration 23Q: 3 clusters Score -1.494385e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -14944014.000000 Penalty: 5695.487305
	Iteration 24Q: 3 clusters Score -1.494401e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -14944110.000000 Penalty: 5695.487305
	Iteration 25Q: 3 clusters Score -1.494411e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -14944176.000000 Penalty: 5695.487305
	Iteration 26Q: 3 clusters Score -1.494418e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -14944212.000000 Penalty: 5695.487305
	Iteration 27Q: 3 clusters Score -1.494421e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -14944253.000000 Penalty: 5695.487305
	Iteration 28Q: 3 clusters Score -1.494425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -14944308.000000 Penalty: 5695.487305
	Iteration 29Q: 3 clusters Score -1.494431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -14944337.000000 Penalty: 5695.487305
	Iteration 30Q: 3 clusters Score -1.494434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -14944345.000000 Penalty: 5695.487305
	Iteration 31Q: 3 clusters Score -1.494434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -14944344.000000 Penalty: 5695.487305
	Iteration 32Q: 3 clusters Score -1.494434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -14944366.000000 Penalty: 5695.487305
	Iteration 33Q: 3 clusters Score -1.494437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -14944380.000000 Penalty: 5695.487305
	Iteration 34Q: 3 clusters Score -1.494438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -14944373.000000 Penalty: 5695.487305
	Iteration 35Q: 3 clusters Score -1.494437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -14944379.000000 Penalty: 5695.487305
	Iteration 36Q: 3 clusters Score -1.494438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -14944376.000000 Penalty: 5695.487305
	Iteration 37Q: 3 clusters Score -1.494438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -14944384.000000 Penalty: 5695.487305
	Iteration 38Q: 3 clusters Score -1.494438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -14944384.000000 Penalty: 5695.487305
	Iteration 39F: 3 clusters Score -1.494438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Entering Unmasked Estep 
Score: -6487218.000000 Penalty: 2639.426758
	Iteration 0F: 2 clusters Score -6487218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -6458755.000000 Penalty: 5278.853516
	Iteration 0F: 3 clusters Score -6458755 nChanged 19233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6469628.500000 Penalty: 5278.853516
	Iteration 1F: 3 clusters Score -6469628 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6470405.500000 Penalty: 5278.853516
	Iteration 2Q: 3 clusters Score -6470406 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6471353.500000 Penalty: 5278.853516
	Iteration 3F: 3 clusters Score -6471354 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6472810.000000 Penalty: 5278.853516
	Iteration 4F: 3 clusters Score -6472810 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -6475087.000000 Penalty: 5278.853516
	Iteration 5F: 3 clusters Score -6475087 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6478180.000000 Penalty: 5278.853516
	Iteration 6F: 3 clusters Score -6478180 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6481062.000000 Penalty: 5278.853516
	Iteration 7F: 3 clusters Score -6481062 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6483017.500000 Penalty: 5278.853516
	Iteration 8Q: 3 clusters Score -6483018 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -6484034.000000 Penalty: 5278.853516
	Iteration 9Q: 3 clusters Score -6484034 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -6484472.500000 Penalty: 5278.853516
	Iteration 10Q: 3 clusters Score -6484472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6484695.000000 Penalty: 5278.853516
	Iteration 11Q: 3 clusters Score -6484695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -6484821.500000 Penalty: 5278.853516
	Iteration 12Q: 3 clusters Score -6484822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -6484899.500000 Penalty: 5278.853516
	Iteration 13Q: 3 clusters Score -6484900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -6484938.500000 Penalty: 5278.853516
	Iteration 14Q: 3 clusters Score -6484938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6484961.000000 Penalty: 5278.853516
	Iteration 15Q: 3 clusters Score -6484961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6484968.000000 Penalty: 5278.853516
	Iteration 16Q: 3 clusters Score -6484968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -6484975.000000 Penalty: 5278.853516
	Iteration 17Q: 3 clusters Score -6484975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -6484991.500000 Penalty: 5278.853516
	Iteration 18Q: 3 clusters Score -6484992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -6484999.500000 Penalty: 5278.853516
	Iteration 19Q: 3 clusters Score -6485000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6485007.500000 Penalty: 5278.853516
	Iteration 20F: 3 clusters Score -6485008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6485009.500000 Penalty: 5278.853516
	Iteration 21Q: 3 clusters Score -6485010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6485009.500000 Penalty: 5278.853516
	Iteration 22F: 3 clusters Score -6485010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -583472.687500 Penalty: 2046.800293
	Iteration 0F: 2 clusters Score -583472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -579731.937500 Penalty: 4093.600586
	Iteration 0F: 3 clusters Score -579731.9 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -580582.687500 Penalty: 4093.600586
	Iteration 1F: 3 clusters Score -580582.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -580756.375000 Penalty: 4093.600586
	Iteration 2F: 3 clusters Score -580756.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -580840.437500 Penalty: 4093.600586
	Iteration 3Q: 3 clusters Score -580840.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -580888.000000 Penalty: 4093.600586
	Iteration 4Q: 3 clusters Score -580888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -580916.812500 Penalty: 4093.600586
	Iteration 5Q: 3 clusters Score -580916.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -580937.000000 Penalty: 4093.600586
	Iteration 6Q: 3 clusters Score -580937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -580952.687500 Penalty: 4093.600586
	Iteration 7Q: 3 clusters Score -580952.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -580962.875000 Penalty: 4093.600586
	Iteration 8Q: 3 clusters Score -580962.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -580976.125000 Penalty: 4093.600586
	Iteration 9Q: 3 clusters Score -580976.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -580987.000000 Penalty: 4093.600586
	Iteration 10Q: 3 clusters Score -580987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -580996.875000 Penalty: 4093.600586
	Iteration 11Q: 3 clusters Score -580996.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -581004.937500 Penalty: 4093.600586
	Iteration 12Q: 3 clusters Score -581004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -581010.500000 Penalty: 4093.600586
	Iteration 13Q: 3 clusters Score -581010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -581018.500000 Penalty: 4093.600586
	Iteration 14Q: 3 clusters Score -581018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -581026.187500 Penalty: 4093.600586
	Iteration 15Q: 3 clusters Score -581026.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -581034.875000 Penalty: 4093.600586
	Iteration 16Q: 3 clusters Score -581034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -581039.375000 Penalty: 4093.600586
	Iteration 17Q: 3 clusters Score -581039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -581041.937500 Penalty: 4093.600586
	Iteration 18Q: 3 clusters Score -581041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -581047.437500 Penalty: 4093.600586
	Iteration 19Q: 3 clusters Score -581047.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -581053.000000 Penalty: 4093.600586
	Iteration 20F: 3 clusters Score -581053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -581061.312500 Penalty: 4093.600586
	Iteration 21Q: 3 clusters Score -581061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -581069.250000 Penalty: 4093.600586
	Iteration 22Q: 3 clusters Score -581069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -581073.062500 Penalty: 4093.600586
	Iteration 23Q: 3 clusters Score -581073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -581076.000000 Penalty: 4093.600586
	Iteration 24Q: 3 clusters Score -581076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -581080.375000 Penalty: 4093.600586
	Iteration 25Q: 3 clusters Score -581080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -581084.750000 Penalty: 4093.600586
	Iteration 26Q: 3 clusters Score -581084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -581087.812500 Penalty: 4093.600586
	Iteration 27Q: 3 clusters Score -581087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -581089.625000 Penalty: 4093.600586
	Iteration 28Q: 3 clusters Score -581089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -581094.937500 Penalty: 4093.600586
	Iteration 29Q: 3 clusters Score -581094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -581100.187500 Penalty: 4093.600586
	Iteration 30Q: 3 clusters Score -581100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -581106.062500 Penalty: 4093.600586
	Iteration 31Q: 3 clusters Score -581106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -581111.375000 Penalty: 4093.600586
	Iteration 32Q: 3 clusters Score -581111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -581121.437500 Penalty: 4093.600586
	Iteration 33Q: 3 clusters Score -581121.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -581124.875000 Penalty: 4093.600586
	Iteration 34Q: 3 clusters Score -581124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -581129.125000 Penalty: 4093.600586
	Iteration 35Q: 3 clusters Score -581129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -581132.062500 Penalty: 4093.600586
	Iteration 36Q: 3 clusters Score -581132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -581135.562500 Penalty: 4093.600586
	Iteration 37Q: 3 clusters Score -581135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -581135.437500 Penalty: 4093.600586
	Iteration 38Q: 3 clusters Score -581135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -581136.250000 Penalty: 4093.600586
	Iteration 39Q: 3 clusters Score -581136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -581135.812500 Penalty: 4093.600586
	Iteration 40F: 3 clusters Score -581135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -581135.562500 Penalty: 4093.600586
	Iteration 41Q: 3 clusters Score -581135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -581136.375000 Penalty: 4093.600586
	Iteration 42Q: 3 clusters Score -581136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -581136.500000 Penalty: 4093.600586
	Iteration 43Q: 3 clusters Score -581136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -581136.500000 Penalty: 4093.600586
	Iteration 44F: 3 clusters Score -581136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Entering Unmasked Estep 
Score: -15308467.000000 Penalty: 2852.647705
	Iteration 0F: 2 clusters Score -1.530847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -15243707.000000 Penalty: 5705.295410
	Iteration 0F: 3 clusters Score -1.524371e+07 nChanged 46866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -15270588.000000 Penalty: 5705.295410
	Iteration 1F: 3 clusters Score -1.527059e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -15271401.000000 Penalty: 5705.295410
	Iteration 2Q: 3 clusters Score -1.52714e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -15272559.000000 Penalty: 5705.295410
	Iteration 3Q: 3 clusters Score -1.527256e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -15274176.000000 Penalty: 5705.295410
	Iteration 4Q: 3 clusters Score -1.527418e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -15276710.000000 Penalty: 5705.295410
	Iteration 5F: 3 clusters Score -1.527671e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -15280623.000000 Penalty: 5705.295410
	Iteration 6F: 3 clusters Score -1.528062e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -15286253.000000 Penalty: 5705.295410
	Iteration 7F: 3 clusters Score -1.528625e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -15292229.000000 Penalty: 5705.295410
	Iteration 8F: 3 clusters Score -1.529223e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -15296955.000000 Penalty: 5705.295410
	Iteration 9F: 3 clusters Score -1.529696e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -15299171.000000 Penalty: 5705.295410
	Iteration 10Q: 3 clusters Score -1.529917e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -15300242.000000 Penalty: 5705.295410
	Iteration 11Q: 3 clusters Score -1.530024e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -15300818.000000 Penalty: 5705.295410
	Iteration 12Q: 3 clusters Score -1.530082e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -15301371.000000 Penalty: 5705.295410
	Iteration 13Q: 3 clusters Score -1.530137e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -15301852.000000 Penalty: 5705.295410
	Iteration 14Q: 3 clusters Score -1.530185e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -15302197.000000 Penalty: 5705.295410
	Iteration 15Q: 3 clusters Score -1.53022e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -15302509.000000 Penalty: 5705.295410
	Iteration 16Q: 3 clusters Score -1.530251e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -15302794.000000 Penalty: 5705.295410
	Iteration 17Q: 3 clusters Score -1.530279e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -15303073.000000 Penalty: 5705.295410
	Iteration 18Q: 3 clusters Score -1.530307e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -15303284.000000 Penalty: 5705.295410
	Iteration 19Q: 3 clusters Score -1.530328e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -15303430.000000 Penalty: 5705.295410
	Iteration 20F: 3 clusters Score -1.530343e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -15303585.000000 Penalty: 5705.295410
	Iteration 21Q: 3 clusters Score -1.530358e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -15303774.000000 Penalty: 5705.295410
	Iteration 22Q: 3 clusters Score -1.530377e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -15303898.000000 Penalty: 5705.295410
	Iteration 23Q: 3 clusters Score -1.53039e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -15304013.000000 Penalty: 5705.295410
	Iteration 24Q: 3 clusters Score -1.530401e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -15304162.000000 Penalty: 5705.295410
	Iteration 25Q: 3 clusters Score -1.530416e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -15304310.000000 Penalty: 5705.295410
	Iteration 26Q: 3 clusters Score -1.530431e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -15304445.000000 Penalty: 5705.295410
	Iteration 27Q: 3 clusters Score -1.530444e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -15304561.000000 Penalty: 5705.295410
	Iteration 28Q: 3 clusters Score -1.530456e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -15304683.000000 Penalty: 5705.295410
	Iteration 29Q: 3 clusters Score -1.530468e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -15304811.000000 Penalty: 5705.295410
	Iteration 30Q: 3 clusters Score -1.530481e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -15304950.000000 Penalty: 5705.295410
	Iteration 31Q: 3 clusters Score -1.530495e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -15305039.000000 Penalty: 5705.295410
	Iteration 32Q: 3 clusters Score -1.530504e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -15305095.000000 Penalty: 5705.295410
	Iteration 33Q: 3 clusters Score -1.53051e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -15305216.000000 Penalty: 5705.295410
	Iteration 34Q: 3 clusters Score -1.530522e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -15305305.000000 Penalty: 5705.295410
	Iteration 35Q: 3 clusters Score -1.53053e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -15305433.000000 Penalty: 5705.295410
	Iteration 36Q: 3 clusters Score -1.530543e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -15305539.000000 Penalty: 5705.295410
	Iteration 37Q: 3 clusters Score -1.530554e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -15305575.000000 Penalty: 5705.295410
	Iteration 38Q: 3 clusters Score -1.530558e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -15305720.000000 Penalty: 5705.295410
	Iteration 39Q: 3 clusters Score -1.530572e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -15305822.000000 Penalty: 5705.295410
	Iteration 40F: 3 clusters Score -1.530582e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -15305905.000000 Penalty: 5705.295410
	Iteration 41Q: 3 clusters Score -1.53059e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -15305986.000000 Penalty: 5705.295410
	Iteration 42Q: 3 clusters Score -1.530599e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -15306061.000000 Penalty: 5705.295410
	Iteration 43Q: 3 clusters Score -1.530606e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -15306042.000000 Penalty: 5705.295410
	Iteration 44Q: 3 clusters Score -1.530604e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -15306070.000000 Penalty: 5705.295410
	Iteration 45Q: 3 clusters Score -1.530607e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -15306143.000000 Penalty: 5705.295410
	Iteration 46Q: 3 clusters Score -1.530614e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -15306199.000000 Penalty: 5705.295410
	Iteration 47Q: 3 clusters Score -1.53062e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -15306274.000000 Penalty: 5705.295410
	Iteration 48Q: 3 clusters Score -1.530627e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -15306327.000000 Penalty: 5705.295410
	Iteration 49Q: 3 clusters Score -1.530633e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -15306368.000000 Penalty: 5705.295410
	Iteration 50Q: 3 clusters Score -1.530637e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -15306427.000000 Penalty: 5705.295410
	Iteration 51Q: 3 clusters Score -1.530643e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -15306433.000000 Penalty: 5705.295410
	Iteration 52Q: 3 clusters Score -1.530643e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -15306519.000000 Penalty: 5705.295410
	Iteration 53Q: 3 clusters Score -1.530652e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -15306597.000000 Penalty: 5705.295410
	Iteration 54Q: 3 clusters Score -1.53066e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -15306706.000000 Penalty: 5705.295410
	Iteration 55Q: 3 clusters Score -1.530671e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -15306752.000000 Penalty: 5705.295410
	Iteration 56Q: 3 clusters Score -1.530675e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -15306747.000000 Penalty: 5705.295410
	Iteration 57Q: 3 clusters Score -1.530675e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -15306708.000000 Penalty: 5705.295410
	Iteration 58Q: 3 clusters Score -1.530671e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -15306727.000000 Penalty: 5705.295410
	Iteration 59Q: 3 clusters Score -1.530673e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -15306735.000000 Penalty: 5705.295410
	Iteration 60F: 3 clusters Score -1.530674e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -15306789.000000 Penalty: 5705.295410
	Iteration 61Q: 3 clusters Score -1.530679e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -15306816.000000 Penalty: 5705.295410
	Iteration 62Q: 3 clusters Score -1.530682e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -15306821.000000 Penalty: 5705.295410
	Iteration 63Q: 3 clusters Score -1.530682e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -15306829.000000 Penalty: 5705.295410
	Iteration 64Q: 3 clusters Score -1.530683e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -15306813.000000 Penalty: 5705.295410
	Iteration 65Q: 3 clusters Score -1.530681e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -15306782.000000 Penalty: 5705.295410
	Iteration 66Q: 3 clusters Score -1.530678e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -15306768.000000 Penalty: 5705.295410
	Iteration 67Q: 3 clusters Score -1.530677e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -15306778.000000 Penalty: 5705.295410
	Iteration 68Q: 3 clusters Score -1.530678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -15306756.000000 Penalty: 5705.295410
	Iteration 69Q: 3 clusters Score -1.530676e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -15306795.000000 Penalty: 5705.295410
	Iteration 70Q: 3 clusters Score -1.53068e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -15306776.000000 Penalty: 5705.295410
	Iteration 71Q: 3 clusters Score -1.530678e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -15306759.000000 Penalty: 5705.295410
	Iteration 72Q: 3 clusters Score -1.530676e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -15306757.000000 Penalty: 5705.295410
	Iteration 73Q: 3 clusters Score -1.530676e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -15306722.000000 Penalty: 5705.295410
	Iteration 74Q: 3 clusters Score -1.530672e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -15306756.000000 Penalty: 5705.295410
	Iteration 75Q: 3 clusters Score -1.530676e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -15306697.000000 Penalty: 5705.295410
	Iteration 76Q: 3 clusters Score -1.53067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -15306661.000000 Penalty: 5705.295410
	Iteration 77Q: 3 clusters Score -1.530666e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -15306671.000000 Penalty: 5705.295410
	Iteration 78Q: 3 clusters Score -1.530667e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -15306654.000000 Penalty: 5705.295410
	Iteration 79Q: 3 clusters Score -1.530665e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -15306635.000000 Penalty: 5705.295410
	Iteration 80F: 3 clusters Score -1.530664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -15306655.000000 Penalty: 5705.295410
	Iteration 81Q: 3 clusters Score -1.530666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -15306653.000000 Penalty: 5705.295410
	Iteration 82Q: 3 clusters Score -1.530665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -15306646.000000 Penalty: 5705.295410
	Iteration 83Q: 3 clusters Score -1.530665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -15306632.000000 Penalty: 5705.295410
	Iteration 84Q: 3 clusters Score -1.530663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -15306634.000000 Penalty: 5705.295410
	Iteration 85Q: 3 clusters Score -1.530663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -15306629.000000 Penalty: 5705.295410
	Iteration 86Q: 3 clusters Score -1.530663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -15306625.000000 Penalty: 5705.295410
	Iteration 87Q: 3 clusters Score -1.530662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -15306633.000000 Penalty: 5705.295410
	Iteration 88Q: 3 clusters Score -1.530663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -15306629.000000 Penalty: 5705.295410
	Iteration 89Q: 3 clusters Score -1.530663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -15306625.000000 Penalty: 5705.295410
	Iteration 90Q: 3 clusters Score -1.530662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -15306616.000000 Penalty: 5705.295410
	Iteration 91Q: 3 clusters Score -1.530662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -15306612.000000 Penalty: 5705.295410
	Iteration 92Q: 3 clusters Score -1.530661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -15306596.000000 Penalty: 5705.295410
	Iteration 93Q: 3 clusters Score -1.53066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -15306602.000000 Penalty: 5705.295410
	Iteration 94Q: 3 clusters Score -1.53066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -15306608.000000 Penalty: 5705.295410
	Iteration 95Q: 3 clusters Score -1.530661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -15306604.000000 Penalty: 5705.295410
	Iteration 96Q: 3 clusters Score -1.53066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -15306624.000000 Penalty: 5705.295410
	Iteration 97Q: 3 clusters Score -1.530662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -15306600.000000 Penalty: 5705.295410
	Iteration 98Q: 3 clusters Score -1.53066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -15306613.000000 Penalty: 5705.295410
	Iteration 99Q: 3 clusters Score -1.530661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -15306623.000000 Penalty: 5705.295410
	Iteration 100F: 3 clusters Score -1.530662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -15306615.000000 Penalty: 5705.295410
	Iteration 101Q: 3 clusters Score -1.530662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -15306611.000000 Penalty: 5705.295410
	Iteration 102Q: 3 clusters Score -1.530661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -15306624.000000 Penalty: 5705.295410
	Iteration 103Q: 3 clusters Score -1.530662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -15306615.000000 Penalty: 5705.295410
	Iteration 104Q: 3 clusters Score -1.530662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -15306611.000000 Penalty: 5705.295410
	Iteration 105Q: 3 clusters Score -1.530661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -15306603.000000 Penalty: 5705.295410
	Iteration 106Q: 3 clusters Score -1.53066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -15306607.000000 Penalty: 5705.295410
	Iteration 107Q: 3 clusters Score -1.530661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -15306616.000000 Penalty: 5705.295410
	Iteration 108Q: 3 clusters Score -1.530662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 98059 members 
Entering Unmasked Estep 
Score: -15306614.000000 Penalty: 5705.295410
	Iteration 109Q: 3 clusters Score -1.530661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 98062 members 
Entering Unmasked Estep 
Score: -15306625.000000 Penalty: 5705.295410
	Iteration 110Q: 3 clusters Score -1.530662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 98062 members 
Entering Unmasked Estep 
Score: -15306625.000000 Penalty: 5705.295410
	Iteration 111F: 3 clusters Score -1.530662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -28320.466797 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -28320.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27154.626953 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -27154.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27246.457031 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -27246.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27275.597656 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -27275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27294.914062 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -27294.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27313.806641 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -27313.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27326.558594 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -27326.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27328.179688 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -27328.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27328.179688 Penalty: 2771.275391
	Iteration 7F: 3 clusters Score -27328.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Entering Unmasked Estep 
Score: -1227891.000000 Penalty: 2237.625977
	Iteration 0F: 2 clusters Score -1227891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1221270.125000 Penalty: 4475.251953
	Iteration 0F: 3 clusters Score -1221270 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1223124.375000 Penalty: 4475.251953
	Iteration 1F: 3 clusters Score -1223124 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1223369.500000 Penalty: 4475.251953
	Iteration 2F: 3 clusters Score -1223370 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1223550.875000 Penalty: 4475.251953
	Iteration 3Q: 3 clusters Score -1223551 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1223656.000000 Penalty: 4475.251953
	Iteration 4Q: 3 clusters Score -1223656 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1223731.500000 Penalty: 4475.251953
	Iteration 5Q: 3 clusters Score -1223732 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1223792.375000 Penalty: 4475.251953
	Iteration 6Q: 3 clusters Score -1223792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1223852.625000 Penalty: 4475.251953
	Iteration 7Q: 3 clusters Score -1223853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1223912.125000 Penalty: 4475.251953
	Iteration 8Q: 3 clusters Score -1223912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1223970.625000 Penalty: 4475.251953
	Iteration 9Q: 3 clusters Score -1223971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1224035.375000 Penalty: 4475.251953
	Iteration 10Q: 3 clusters Score -1224035 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1224089.375000 Penalty: 4475.251953
	Iteration 11Q: 3 clusters Score -1224089 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1224162.375000 Penalty: 4475.251953
	Iteration 12Q: 3 clusters Score -1224162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1224238.875000 Penalty: 4475.251953
	Iteration 13Q: 3 clusters Score -1224239 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1224304.125000 Penalty: 4475.251953
	Iteration 14Q: 3 clusters Score -1224304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1224387.500000 Penalty: 4475.251953
	Iteration 15Q: 3 clusters Score -1224388 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1224455.875000 Penalty: 4475.251953
	Iteration 16Q: 3 clusters Score -1224456 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1224527.500000 Penalty: 4475.251953
	Iteration 17Q: 3 clusters Score -1224528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1224595.375000 Penalty: 4475.251953
	Iteration 18Q: 3 clusters Score -1224595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1224674.125000 Penalty: 4475.251953
	Iteration 19Q: 3 clusters Score -1224674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1224767.125000 Penalty: 4475.251953
	Iteration 20F: 3 clusters Score -1224767 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1224854.750000 Penalty: 4475.251953
	Iteration 21Q: 3 clusters Score -1224855 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1224932.875000 Penalty: 4475.251953
	Iteration 22Q: 3 clusters Score -1224933 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1225000.250000 Penalty: 4475.251953
	Iteration 23Q: 3 clusters Score -1225000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1225070.750000 Penalty: 4475.251953
	Iteration 24Q: 3 clusters Score -1225071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1225145.500000 Penalty: 4475.251953
	Iteration 25Q: 3 clusters Score -1225146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1225227.125000 Penalty: 4475.251953
	Iteration 26Q: 3 clusters Score -1225227 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1225308.500000 Penalty: 4475.251953
	Iteration 27Q: 3 clusters Score -1225308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1225392.125000 Penalty: 4475.251953
	Iteration 28Q: 3 clusters Score -1225392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1225490.250000 Penalty: 4475.251953
	Iteration 29Q: 3 clusters Score -1225490 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1225590.875000 Penalty: 4475.251953
	Iteration 30Q: 3 clusters Score -1225591 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1225671.500000 Penalty: 4475.251953
	Iteration 31Q: 3 clusters Score -1225672 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1225754.250000 Penalty: 4475.251953
	Iteration 32Q: 3 clusters Score -1225754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1225824.625000 Penalty: 4475.251953
	Iteration 33Q: 3 clusters Score -1225825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1225899.875000 Penalty: 4475.251953
	Iteration 34Q: 3 clusters Score -1225900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1225962.250000 Penalty: 4475.251953
	Iteration 35Q: 3 clusters Score -1225962 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1226010.250000 Penalty: 4475.251953
	Iteration 36Q: 3 clusters Score -1226010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1226054.250000 Penalty: 4475.251953
	Iteration 37Q: 3 clusters Score -1226054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1226090.000000 Penalty: 4475.251953
	Iteration 38Q: 3 clusters Score -1226090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1226123.875000 Penalty: 4475.251953
	Iteration 39Q: 3 clusters Score -1226124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1226146.875000 Penalty: 4475.251953
	Iteration 40F: 3 clusters Score -1226147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1226167.125000 Penalty: 4475.251953
	Iteration 41Q: 3 clusters Score -1226167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1226180.750000 Penalty: 4475.251953
	Iteration 42Q: 3 clusters Score -1226181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1226191.000000 Penalty: 4475.251953
	Iteration 43Q: 3 clusters Score -1226191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1226199.625000 Penalty: 4475.251953
	Iteration 44Q: 3 clusters Score -1226200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1226211.500000 Penalty: 4475.251953
	Iteration 45Q: 3 clusters Score -1226212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1226224.250000 Penalty: 4475.251953
	Iteration 46Q: 3 clusters Score -1226224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1226229.875000 Penalty: 4475.251953
	Iteration 47Q: 3 clusters Score -1226230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1226235.125000 Penalty: 4475.251953
	Iteration 48Q: 3 clusters Score -1226235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1226237.000000 Penalty: 4475.251953
	Iteration 49Q: 3 clusters Score -1226237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1226238.000000 Penalty: 4475.251953
	Iteration 50Q: 3 clusters Score -1226238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1226246.875000 Penalty: 4475.251953
	Iteration 51Q: 3 clusters Score -1226247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1226258.250000 Penalty: 4475.251953
	Iteration 52Q: 3 clusters Score -1226258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1226260.000000 Penalty: 4475.251953
	Iteration 53Q: 3 clusters Score -1226260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1226267.250000 Penalty: 4475.251953
	Iteration 54Q: 3 clusters Score -1226267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1226270.250000 Penalty: 4475.251953
	Iteration 55Q: 3 clusters Score -1226270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1226271.750000 Penalty: 4475.251953
	Iteration 56Q: 3 clusters Score -1226272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1226276.625000 Penalty: 4475.251953
	Iteration 57Q: 3 clusters Score -1226277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1226280.375000 Penalty: 4475.251953
	Iteration 58Q: 3 clusters Score -1226280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1226282.375000 Penalty: 4475.251953
	Iteration 59Q: 3 clusters Score -1226282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1226284.875000 Penalty: 4475.251953
	Iteration 60F: 3 clusters Score -1226285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1226288.000000 Penalty: 4475.251953
	Iteration 61Q: 3 clusters Score -1226288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1226291.875000 Penalty: 4475.251953
	Iteration 62Q: 3 clusters Score -1226292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1226295.000000 Penalty: 4475.251953
	Iteration 63Q: 3 clusters Score -1226295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1226297.250000 Penalty: 4475.251953
	Iteration 64Q: 3 clusters Score -1226297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1226300.750000 Penalty: 4475.251953
	Iteration 65Q: 3 clusters Score -1226301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1226300.750000 Penalty: 4475.251953
	Iteration 66Q: 3 clusters Score -1226301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1226300.375000 Penalty: 4475.251953
	Iteration 67Q: 3 clusters Score -1226300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1226303.500000 Penalty: 4475.251953
	Iteration 68Q: 3 clusters Score -1226304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1226303.375000 Penalty: 4475.251953
	Iteration 69Q: 3 clusters Score -1226303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1226303.000000 Penalty: 4475.251953
	Iteration 70Q: 3 clusters Score -1226303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1226303.000000 Penalty: 4475.251953
	Iteration 71F: 3 clusters Score -1226303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -1876123.250000 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -1876123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1867165.875000 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -1867166 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1869892.875000 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -1869893 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1870144.375000 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -1870144 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1870311.500000 Penalty: 4665.696777
	Iteration 3Q: 3 clusters Score -1870312 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1870448.375000 Penalty: 4665.696777
	Iteration 4Q: 3 clusters Score -1870448 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1870593.125000 Penalty: 4665.696777
	Iteration 5Q: 3 clusters Score -1870593 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1870743.500000 Penalty: 4665.696777
	Iteration 6Q: 3 clusters Score -1870744 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1870910.625000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -1870911 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1871084.625000 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -1871085 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1871265.375000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -1871265 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1871454.875000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -1871455 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1871680.875000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -1871681 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1871900.875000 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -1871901 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1872129.625000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -1872130 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1872380.125000 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -1872380 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1872628.875000 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -1872629 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1872879.125000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -1872879 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1873081.000000 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -1873081 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1873241.750000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -1873242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1873388.375000 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -1873388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1873522.750000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -1873523 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1873640.875000 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -1873641 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1873730.000000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -1873730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1873790.375000 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -1873790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1873843.000000 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -1873843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1873876.500000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -1873876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1873922.625000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -1873923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1873949.250000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -1873949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1873969.875000 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -1873970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1873991.500000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -1873992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1874002.625000 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -1874003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1874015.125000 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -1874015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1874022.000000 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -1874022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1874035.125000 Penalty: 4665.696777
	Iteration 33Q: 3 clusters Score -1874035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1874047.625000 Penalty: 4665.696777
	Iteration 34Q: 3 clusters Score -1874048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1874059.375000 Penalty: 4665.696777
	Iteration 35Q: 3 clusters Score -1874059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1874066.250000 Penalty: 4665.696777
	Iteration 36Q: 3 clusters Score -1874066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1874072.500000 Penalty: 4665.696777
	Iteration 37Q: 3 clusters Score -1874072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1874075.875000 Penalty: 4665.696777
	Iteration 38Q: 3 clusters Score -1874076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1874080.875000 Penalty: 4665.696777
	Iteration 39Q: 3 clusters Score -1874081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1874079.875000 Penalty: 4665.696777
	Iteration 40F: 3 clusters Score -1874080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1874081.750000 Penalty: 4665.696777
	Iteration 41Q: 3 clusters Score -1874082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1874082.875000 Penalty: 4665.696777
	Iteration 42Q: 3 clusters Score -1874083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1874082.375000 Penalty: 4665.696777
	Iteration 43Q: 3 clusters Score -1874082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1874083.500000 Penalty: 4665.696777
	Iteration 44Q: 3 clusters Score -1874084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1874082.625000 Penalty: 4665.696777
	Iteration 45Q: 3 clusters Score -1874083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1874082.125000 Penalty: 4665.696777
	Iteration 46Q: 3 clusters Score -1874082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1874082.125000 Penalty: 4665.696777
	Iteration 47F: 3 clusters Score -1874082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 46540 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 102654 members 
Mstep: Class 9 contains 39604 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39397 members 
Mstep: Class 12 contains 92020 members 
Mstep: Class 13 contains 41510 members 
Mstep: Class 14 contains 73599 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 57783 members 
Mstep: Class 18 contains 100135 members 
Mstep: Class 19 contains 97036 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 98974 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8289 members 
Mstep: Class 25 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137771680.000000 Penalty: 88517.062500
Iteration 79Q: 27 clusters Score -1.377717e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 46905 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 102770 members 
Mstep: Class 9 contains 39665 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39314 members 
Mstep: Class 12 contains 91902 members 
Mstep: Class 13 contains 41424 members 
Mstep: Class 14 contains 73426 members 
Mstep: Class 15 contains 12253 members 
Mstep: Class 16 contains 24184 members 
Mstep: Class 17 contains 57782 members 
Mstep: Class 18 contains 100162 members 
Mstep: Class 19 contains 97194 members 
Mstep: Class 20 contains 41792 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 98977 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 12218 members 
Mstep: Class 26 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772224.000000 Penalty: 88517.062500
Iteration 80F: 27 clusters Score -1.377722e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 47289 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 102854 members 
Mstep: Class 9 contains 39712 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39242 members 
Mstep: Class 12 contains 91767 members 
Mstep: Class 13 contains 41331 members 
Mstep: Class 14 contains 73266 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 24286 members 
Mstep: Class 17 contains 57784 members 
Mstep: Class 18 contains 100232 members 
Mstep: Class 19 contains 97338 members 
Mstep: Class 20 contains 41695 members 
Mstep: Class 21 contains 3611 members 
Mstep: Class 22 contains 98980 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 8320 members 
Mstep: Class 25 contains 12269 members 
Mstep: Class 26 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773008.000000 Penalty: 88517.062500
Iteration 81Q: 27 clusters Score -1.37773e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 351 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 5874 members 
Mstep: Class 5 contains 47623 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 102984 members 
Mstep: Class 9 contains 39790 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39175 members 
Mstep: Class 12 contains 91592 members 
Mstep: Class 13 contains 41229 members 
Mstep: Class 14 contains 73106 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 57758 members 
Mstep: Class 18 contains 100331 members 
Mstep: Class 19 contains 97492 members 
Mstep: Class 20 contains 41580 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 22 contains 98988 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 8333 members 
Mstep: Class 25 contains 12306 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773232.000000 Penalty: 88517.062500
Iteration 82Q: 27 clusters Score -1.377732e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 351 members 
Mstep: Class 3 contains 9401 members 
Mstep: Class 4 contains 5861 members 
Mstep: Class 5 contains 47938 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 103097 members 
Mstep: Class 9 contains 39845 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39116 members 
Mstep: Class 12 contains 91429 members 
Mstep: Class 13 contains 41140 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 11505 members 
Mstep: Class 16 contains 24467 members 
Mstep: Class 17 contains 57738 members 
Mstep: Class 18 contains 100436 members 
Mstep: Class 19 contains 97687 members 
Mstep: Class 20 contains 41482 members 
Mstep: Class 21 contains 3435 members 
Mstep: Class 22 contains 99003 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 8349 members 
Mstep: Class 25 contains 12335 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773312.000000 Penalty: 88517.062500
Iteration 83Q: 27 clusters Score -1.377733e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9417 members 
Mstep: Class 4 contains 5849 members 
Mstep: Class 5 contains 48237 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 103197 members 
Mstep: Class 9 contains 39881 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39060 members 
Mstep: Class 12 contains 91223 members 
Mstep: Class 13 contains 41054 members 
Mstep: Class 14 contains 72781 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 24536 members 
Mstep: Class 17 contains 57728 members 
Mstep: Class 18 contains 100560 members 
Mstep: Class 19 contains 97877 members 
Mstep: Class 20 contains 41383 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 99050 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 8365 members 
Mstep: Class 25 contains 12372 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773504.000000 Penalty: 88517.062500
Iteration 84Q: 27 clusters Score -1.377735e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 48502 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 103256 members 
Mstep: Class 9 contains 39930 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 39008 members 
Mstep: Class 12 contains 91032 members 
Mstep: Class 13 contains 40962 members 
Mstep: Class 14 contains 72624 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 57731 members 
Mstep: Class 18 contains 100695 members 
Mstep: Class 19 contains 98049 members 
Mstep: Class 20 contains 41294 members 
Mstep: Class 21 contains 3265 members 
Mstep: Class 22 contains 99103 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 8377 members 
Mstep: Class 25 contains 12404 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773712.000000 Penalty: 88517.062500
Iteration 85Q: 27 clusters Score -1.377737e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 103266 members 
Mstep: Class 9 contains 39975 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38967 members 
Mstep: Class 12 contains 90829 members 
Mstep: Class 13 contains 40878 members 
Mstep: Class 14 contains 72495 members 
Mstep: Class 15 contains 10824 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 57717 members 
Mstep: Class 18 contains 100874 members 
Mstep: Class 19 contains 98186 members 
Mstep: Class 20 contains 41185 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 99221 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 8387 members 
Mstep: Class 25 contains 12425 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773600.000000 Penalty: 88517.062500
Iteration 86Q: 27 clusters Score -1.377736e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9471 members 
Mstep: Class 4 contains 5815 members 
Mstep: Class 5 contains 49095 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 103326 members 
Mstep: Class 9 contains 40003 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38921 members 
Mstep: Class 12 contains 90588 members 
Mstep: Class 13 contains 40806 members 
Mstep: Class 14 contains 72381 members 
Mstep: Class 15 contains 10589 members 
Mstep: Class 16 contains 24740 members 
Mstep: Class 17 contains 57701 members 
Mstep: Class 18 contains 100985 members 
Mstep: Class 19 contains 98327 members 
Mstep: Class 20 contains 41086 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 99377 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8392 members 
Mstep: Class 25 contains 12441 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773648.000000 Penalty: 88517.062500
Iteration 87Q: 27 clusters Score -1.377736e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 49350 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 103387 members 
Mstep: Class 9 contains 40037 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38887 members 
Mstep: Class 12 contains 90328 members 
Mstep: Class 13 contains 40731 members 
Mstep: Class 14 contains 72245 members 
Mstep: Class 15 contains 10360 members 
Mstep: Class 16 contains 24814 members 
Mstep: Class 17 contains 57678 members 
Mstep: Class 18 contains 101112 members 
Mstep: Class 19 contains 98559 members 
Mstep: Class 20 contains 41004 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 99455 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8394 members 
Mstep: Class 25 contains 12457 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773120.000000 Penalty: 88517.062500
Iteration 88Q: 27 clusters Score -1.377731e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9508 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 49624 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 103420 members 
Mstep: Class 9 contains 40099 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38836 members 
Mstep: Class 12 contains 90086 members 
Mstep: Class 13 contains 40682 members 
Mstep: Class 14 contains 72112 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 24884 members 
Mstep: Class 17 contains 57660 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 98782 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 99545 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8398 members 
Mstep: Class 25 contains 12473 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773520.000000 Penalty: 88517.062500
Iteration 89Q: 27 clusters Score -1.377735e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 49874 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 103407 members 
Mstep: Class 9 contains 40184 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38797 members 
Mstep: Class 12 contains 89824 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 72003 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 24950 members 
Mstep: Class 17 contains 57635 members 
Mstep: Class 18 contains 101246 members 
Mstep: Class 19 contains 99117 members 
Mstep: Class 20 contains 40799 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 99663 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 12485 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137773904.000000 Penalty: 88517.062500
Iteration 90Q: 27 clusters Score -1.377739e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 50122 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 103364 members 
Mstep: Class 9 contains 40282 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38767 members 
Mstep: Class 12 contains 89561 members 
Mstep: Class 13 contains 40615 members 
Mstep: Class 14 contains 71908 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 25008 members 
Mstep: Class 17 contains 57593 members 
Mstep: Class 18 contains 101279 members 
Mstep: Class 19 contains 99426 members 
Mstep: Class 20 contains 40716 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 99812 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774368.000000 Penalty: 88517.062500
Iteration 91Q: 27 clusters Score -1.377744e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 5796 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 103313 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38721 members 
Mstep: Class 12 contains 89317 members 
Mstep: Class 13 contains 40583 members 
Mstep: Class 14 contains 71819 members 
Mstep: Class 15 contains 9397 members 
Mstep: Class 16 contains 25059 members 
Mstep: Class 17 contains 57573 members 
Mstep: Class 18 contains 101267 members 
Mstep: Class 19 contains 99754 members 
Mstep: Class 20 contains 40646 members 
Mstep: Class 21 contains 2747 members 
Mstep: Class 22 contains 99952 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8416 members 
Mstep: Class 25 contains 12502 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774592.000000 Penalty: 88517.062500
Iteration 92Q: 27 clusters Score -1.377746e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9535 members 
Mstep: Class 4 contains 5793 members 
Mstep: Class 5 contains 50560 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 103265 members 
Mstep: Class 9 contains 40481 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38676 members 
Mstep: Class 12 contains 89123 members 
Mstep: Class 13 contains 40549 members 
Mstep: Class 14 contains 71716 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 25095 members 
Mstep: Class 17 contains 57541 members 
Mstep: Class 18 contains 101271 members 
Mstep: Class 19 contains 100101 members 
Mstep: Class 20 contains 40585 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 100035 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 12507 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774784.000000 Penalty: 88517.062500
Iteration 93Q: 27 clusters Score -1.377748e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9537 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 5 contains 50745 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 103224 members 
Mstep: Class 9 contains 40579 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38638 members 
Mstep: Class 12 contains 88870 members 
Mstep: Class 13 contains 40513 members 
Mstep: Class 14 contains 71642 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 25134 members 
Mstep: Class 17 contains 57501 members 
Mstep: Class 18 contains 101250 members 
Mstep: Class 19 contains 100387 members 
Mstep: Class 20 contains 40536 members 
Mstep: Class 21 contains 2617 members 
Mstep: Class 22 contains 100213 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8434 members 
Mstep: Class 25 contains 12520 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774992.000000 Penalty: 88517.062500
Iteration 94Q: 27 clusters Score -1.37775e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 5781 members 
Mstep: Class 5 contains 50901 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 103160 members 
Mstep: Class 9 contains 40657 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 88618 members 
Mstep: Class 13 contains 40490 members 
Mstep: Class 14 contains 71577 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 25172 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 101226 members 
Mstep: Class 19 contains 100766 members 
Mstep: Class 20 contains 40503 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 100326 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8443 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775360.000000 Penalty: 88517.062500
Iteration 95Q: 27 clusters Score -1.377754e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 5780 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 103126 members 
Mstep: Class 9 contains 40751 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38583 members 
Mstep: Class 12 contains 88371 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 71511 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 25210 members 
Mstep: Class 17 contains 57420 members 
Mstep: Class 18 contains 101215 members 
Mstep: Class 19 contains 101153 members 
Mstep: Class 20 contains 40439 members 
Mstep: Class 21 contains 2486 members 
Mstep: Class 22 contains 100406 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8447 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775376.000000 Penalty: 88517.062500
Iteration 96Q: 27 clusters Score -1.377754e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9557 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 51202 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 103088 members 
Mstep: Class 9 contains 40847 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38554 members 
Mstep: Class 12 contains 88121 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 71417 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 25245 members 
Mstep: Class 17 contains 57412 members 
Mstep: Class 18 contains 101205 members 
Mstep: Class 19 contains 101510 members 
Mstep: Class 20 contains 40370 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 100475 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8450 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775712.000000 Penalty: 88517.062500
Iteration 97Q: 27 clusters Score -1.377757e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9563 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 51354 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 103047 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38535 members 
Mstep: Class 12 contains 87868 members 
Mstep: Class 13 contains 40441 members 
Mstep: Class 14 contains 71333 members 
Mstep: Class 15 contains 8292 members 
Mstep: Class 16 contains 25277 members 
Mstep: Class 17 contains 57392 members 
Mstep: Class 18 contains 101219 members 
Mstep: Class 19 contains 101768 members 
Mstep: Class 20 contains 40276 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 100614 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8450 members 
Mstep: Class 25 contains 12554 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775616.000000 Penalty: 88517.062500
Iteration 98Q: 27 clusters Score -1.377756e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9572 members 
Mstep: Class 4 contains 5769 members 
Mstep: Class 5 contains 51510 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 8 contains 103008 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38515 members 
Mstep: Class 12 contains 87631 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 71210 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 25300 members 
Mstep: Class 17 contains 57379 members 
Mstep: Class 18 contains 101260 members 
Mstep: Class 19 contains 102008 members 
Mstep: Class 20 contains 40197 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 100745 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8451 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137775984.000000 Penalty: 88517.062500
Iteration 99Q: 27 clusters Score -1.37776e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9580 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 51648 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 102981 members 
Mstep: Class 9 contains 41202 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 87432 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 71084 members 
Mstep: Class 15 contains 7992 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 57366 members 
Mstep: Class 18 contains 101220 members 
Mstep: Class 19 contains 102199 members 
Mstep: Class 20 contains 40113 members 
Mstep: Class 21 contains 2278 members 
Mstep: Class 22 contains 100969 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8454 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776512.000000 Penalty: 88517.062500
Iteration 100F: 27 clusters Score -1.377765e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 51774 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 102948 members 
Mstep: Class 9 contains 41278 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38468 members 
Mstep: Class 12 contains 87275 members 
Mstep: Class 13 contains 40419 members 
Mstep: Class 14 contains 70977 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 25329 members 
Mstep: Class 17 contains 57355 members 
Mstep: Class 18 contains 101188 members 
Mstep: Class 19 contains 102390 members 
Mstep: Class 20 contains 40044 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 101159 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 8458 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776752.000000 Penalty: 88517.062500
Iteration 101Q: 27 clusters Score -1.377768e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9617 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 51904 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 102895 members 
Mstep: Class 9 contains 41380 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38453 members 
Mstep: Class 12 contains 87095 members 
Mstep: Class 13 contains 40402 members 
Mstep: Class 14 contains 70889 members 
Mstep: Class 15 contains 7744 members 
Mstep: Class 16 contains 25342 members 
Mstep: Class 17 contains 57372 members 
Mstep: Class 18 contains 101176 members 
Mstep: Class 19 contains 102567 members 
Mstep: Class 20 contains 39956 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 101307 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 8461 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776848.000000 Penalty: 88517.062500
Iteration 102Q: 27 clusters Score -1.377768e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 52036 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 102861 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38438 members 
Mstep: Class 12 contains 86917 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 70808 members 
Mstep: Class 15 contains 7626 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 57391 members 
Mstep: Class 18 contains 101150 members 
Mstep: Class 19 contains 102710 members 
Mstep: Class 20 contains 39874 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 101493 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 8463 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3353.923584 but Gain 3404.507812
Score: -137777232.000000 Penalty: 85112.554688
Iteration 103Q: 26 clusters Score -1.377772e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 53197 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3816 members 
Mstep: Class 8 contains 102835 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38421 members 
Mstep: Class 12 contains 86720 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 70725 members 
Mstep: Class 15 contains 7510 members 
Mstep: Class 16 contains 25377 members 
Mstep: Class 17 contains 57392 members 
Mstep: Class 18 contains 101235 members 
Mstep: Class 19 contains 103552 members 
Mstep: Class 20 contains 39798 members 
Mstep: Class 22 contains 101946 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 8466 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779264.000000 Penalty: 85112.554688
Iteration 104Q: 26 clusters Score -1.377793e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9660 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 53581 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 102852 members 
Mstep: Class 9 contains 41622 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38402 members 
Mstep: Class 12 contains 86600 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 70654 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 25388 members 
Mstep: Class 17 contains 57397 members 
Mstep: Class 18 contains 101240 members 
Mstep: Class 19 contains 103523 members 
Mstep: Class 20 contains 39732 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8474 members 
Mstep: Class 25 contains 12531 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779344.000000 Penalty: 85112.554688
Iteration 105Q: 26 clusters Score -1.377793e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9669 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 53821 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3821 members 
Mstep: Class 8 contains 102872 members 
Mstep: Class 9 contains 41698 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38384 members 
Mstep: Class 12 contains 86444 members 
Mstep: Class 13 contains 40373 members 
Mstep: Class 14 contains 70600 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 25400 members 
Mstep: Class 17 contains 57392 members 
Mstep: Class 18 contains 101221 members 
Mstep: Class 19 contains 103560 members 
Mstep: Class 20 contains 39670 members 
Mstep: Class 22 contains 102065 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8479 members 
Mstep: Class 25 contains 12528 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779360.000000 Penalty: 85112.554688
Iteration 106Q: 26 clusters Score -1.377794e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9683 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 53977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 102865 members 
Mstep: Class 9 contains 41773 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 86299 members 
Mstep: Class 13 contains 40372 members 
Mstep: Class 14 contains 70542 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 25401 members 
Mstep: Class 17 contains 57390 members 
Mstep: Class 18 contains 101217 members 
Mstep: Class 19 contains 103584 members 
Mstep: Class 20 contains 39603 members 
Mstep: Class 22 contains 102186 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8488 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779408.000000 Penalty: 85112.554688
Iteration 107Q: 26 clusters Score -1.377794e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9688 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 54061 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 102848 members 
Mstep: Class 9 contains 41829 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 86123 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 70494 members 
Mstep: Class 15 contains 7001 members 
Mstep: Class 16 contains 25418 members 
Mstep: Class 17 contains 57402 members 
Mstep: Class 18 contains 101266 members 
Mstep: Class 19 contains 103643 members 
Mstep: Class 20 contains 39537 members 
Mstep: Class 22 contains 102289 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8497 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779936.000000 Penalty: 85112.554688
Iteration 108Q: 26 clusters Score -1.377799e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9693 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 54151 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 102837 members 
Mstep: Class 9 contains 41914 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38324 members 
Mstep: Class 12 contains 85945 members 
Mstep: Class 13 contains 40368 members 
Mstep: Class 14 contains 70445 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 25429 members 
Mstep: Class 17 contains 57395 members 
Mstep: Class 18 contains 101280 members 
Mstep: Class 19 contains 103663 members 
Mstep: Class 20 contains 39476 members 
Mstep: Class 22 contains 102450 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8502 members 
Mstep: Class 25 contains 12524 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779952.000000 Penalty: 85112.554688
Iteration 109Q: 26 clusters Score -1.3778e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9694 members 
Mstep: Class 4 contains 5713 members 
Mstep: Class 5 contains 54252 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 102816 members 
Mstep: Class 9 contains 42008 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38308 members 
Mstep: Class 12 contains 85788 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 70385 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 25447 members 
Mstep: Class 17 contains 57372 members 
Mstep: Class 18 contains 101286 members 
Mstep: Class 19 contains 103696 members 
Mstep: Class 20 contains 39402 members 
Mstep: Class 22 contains 102609 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8511 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779952.000000 Penalty: 85112.554688
Iteration 110Q: 26 clusters Score -1.3778e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9702 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 54316 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 102804 members 
Mstep: Class 9 contains 42084 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38298 members 
Mstep: Class 12 contains 85666 members 
Mstep: Class 13 contains 40366 members 
Mstep: Class 14 contains 70335 members 
Mstep: Class 15 contains 6828 members 
Mstep: Class 16 contains 25457 members 
Mstep: Class 17 contains 57347 members 
Mstep: Class 18 contains 101282 members 
Mstep: Class 19 contains 103751 members 
Mstep: Class 20 contains 39326 members 
Mstep: Class 22 contains 102743 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8513 members 
Mstep: Class 25 contains 12524 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779744.000000 Penalty: 85112.554688
Iteration 111Q: 26 clusters Score -1.377797e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9708 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 54371 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 102785 members 
Mstep: Class 9 contains 42138 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38290 members 
Mstep: Class 12 contains 85507 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 70317 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 25465 members 
Mstep: Class 17 contains 57310 members 
Mstep: Class 18 contains 101260 members 
Mstep: Class 19 contains 103783 members 
Mstep: Class 20 contains 39277 members 
Mstep: Class 22 contains 102939 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8515 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779824.000000 Penalty: 85112.554688
Iteration 112Q: 26 clusters Score -1.377798e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9711 members 
Mstep: Class 4 contains 5698 members 
Mstep: Class 5 contains 54412 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 102776 members 
Mstep: Class 9 contains 42208 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38280 members 
Mstep: Class 12 contains 85332 members 
Mstep: Class 13 contains 40357 members 
Mstep: Class 14 contains 70277 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 25472 members 
Mstep: Class 17 contains 57296 members 
Mstep: Class 18 contains 101248 members 
Mstep: Class 19 contains 103827 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 22 contains 103116 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8517 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779856.000000 Penalty: 85112.554688
Iteration 113Q: 26 clusters Score -1.377799e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 54440 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 102791 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38268 members 
Mstep: Class 12 contains 85171 members 
Mstep: Class 13 contains 40351 members 
Mstep: Class 14 contains 70257 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 16 contains 25481 members 
Mstep: Class 17 contains 57294 members 
Mstep: Class 18 contains 101197 members 
Mstep: Class 19 contains 103852 members 
Mstep: Class 20 contains 39210 members 
Mstep: Class 22 contains 103276 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779792.000000 Penalty: 85112.554688
Iteration 114Q: 26 clusters Score -1.377798e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 54487 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 102807 members 
Mstep: Class 9 contains 42385 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38255 members 
Mstep: Class 12 contains 85034 members 
Mstep: Class 13 contains 40344 members 
Mstep: Class 14 contains 70226 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 57290 members 
Mstep: Class 18 contains 101149 members 
Mstep: Class 19 contains 103813 members 
Mstep: Class 20 contains 39164 members 
Mstep: Class 22 contains 103485 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8528 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779600.000000 Penalty: 85112.554688
Iteration 115Q: 26 clusters Score -1.377796e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9739 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 54518 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 102851 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38236 members 
Mstep: Class 12 contains 84880 members 
Mstep: Class 13 contains 40341 members 
Mstep: Class 14 contains 70184 members 
Mstep: Class 15 contains 6605 members 
Mstep: Class 16 contains 25495 members 
Mstep: Class 17 contains 57286 members 
Mstep: Class 18 contains 101107 members 
Mstep: Class 19 contains 103748 members 
Mstep: Class 20 contains 39126 members 
Mstep: Class 22 contains 103690 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779680.000000 Penalty: 85112.554688
Iteration 116Q: 26 clusters Score -1.377797e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 54520 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 102882 members 
Mstep: Class 9 contains 42576 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38217 members 
Mstep: Class 12 contains 84747 members 
Mstep: Class 13 contains 40329 members 
Mstep: Class 14 contains 70137 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 57275 members 
Mstep: Class 18 contains 101072 members 
Mstep: Class 19 contains 103691 members 
Mstep: Class 20 contains 39083 members 
Mstep: Class 22 contains 103912 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8531 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779472.000000 Penalty: 85112.554688
Iteration 117Q: 26 clusters Score -1.377795e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 54500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 102908 members 
Mstep: Class 9 contains 42671 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38204 members 
Mstep: Class 12 contains 84593 members 
Mstep: Class 13 contains 40323 members 
Mstep: Class 14 contains 70085 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 25518 members 
Mstep: Class 17 contains 57254 members 
Mstep: Class 18 contains 101090 members 
Mstep: Class 19 contains 103691 members 
Mstep: Class 20 contains 39024 members 
Mstep: Class 22 contains 104097 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8534 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779504.000000 Penalty: 85112.554688
Iteration 118Q: 26 clusters Score -1.377795e+08 nChanged 1622
Entering ConstructFrom: 
Score: -137779504.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -306425.343750 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -306425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303792.937500 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -303792.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -304247.062500 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -304247.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304362.093750 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -304362.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304426.312500 Penalty: 3765.563477
	Iteration 3Q: 3 clusters Score -304426.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304471.406250 Penalty: 3765.563477
	Iteration 4Q: 3 clusters Score -304471.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304500.000000 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -304500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -304514.000000 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -304514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -304520.906250 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -304520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -304526.406250 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -304526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -304528.812500 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -304528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304529.687500 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -304529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304531.218750 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -304531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -304532.718750 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -304532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -304534.000000 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -304534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -304535.750000 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -304535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304537.781250 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -304537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304540.062500 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -304540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -304542.750000 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -304542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -304546.718750 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -304546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -304548.625000 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -304548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304549.437500 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -304549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -304549.500000 Penalty: 3765.563477
	Iteration 21Q: 3 clusters Score -304549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -304551.468750 Penalty: 3765.563477
	Iteration 22Q: 3 clusters Score -304551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -304553.312500 Penalty: 3765.563477
	Iteration 23Q: 3 clusters Score -304553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304555.281250 Penalty: 3765.563477
	Iteration 24Q: 3 clusters Score -304555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -304556.593750 Penalty: 3765.563477
	Iteration 25Q: 3 clusters Score -304556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -304556.593750 Penalty: 3765.563477
	Iteration 26F: 3 clusters Score -304556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40807.085938 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40807.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41034.195312 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41167.785156 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41167.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41220.953125 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41220.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41270.773438 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41270.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41316.554688 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41316.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41364.832031 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41364.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41383.472656 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41383.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41417.949219 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41417.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41448.269531 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41448.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41458.523438 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41458.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41481.875000 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41481.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41583.156250 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -41583.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41631.250000 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -41631.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41680.929688 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -41680.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41696.671875 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -41696.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41713.199219 Penalty: 2905.534668
	Iteration 16Q: 3 clusters Score -41713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41741.644531 Penalty: 2905.534668
	Iteration 17Q: 3 clusters Score -41741.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41747.589844 Penalty: 2905.534668
	Iteration 18Q: 3 clusters Score -41747.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41750.761719 Penalty: 2905.534668
	Iteration 19F: 3 clusters Score -41750.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41790.988281 Penalty: 2905.534668
	Iteration 20F: 3 clusters Score -41790.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -1378400.125000 Penalty: 2278.444580
	Iteration 0F: 2 clusters Score -1378400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1370835.750000 Penalty: 4556.889160
	Iteration 0F: 3 clusters Score -1370836 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1373032.500000 Penalty: 4556.889160
	Iteration 1F: 3 clusters Score -1373032 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1373433.250000 Penalty: 4556.889160
	Iteration 2F: 3 clusters Score -1373433 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1373812.625000 Penalty: 4556.889160
	Iteration 3F: 3 clusters Score -1373813 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1374200.000000 Penalty: 4556.889160
	Iteration 4F: 3 clusters Score -1374200 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1374532.750000 Penalty: 4556.889160
	Iteration 5F: 3 clusters Score -1374533 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1374863.250000 Penalty: 4556.889160
	Iteration 6Q: 3 clusters Score -1374863 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1375182.125000 Penalty: 4556.889160
	Iteration 7Q: 3 clusters Score -1375182 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1375468.625000 Penalty: 4556.889160
	Iteration 8Q: 3 clusters Score -1375469 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1375667.125000 Penalty: 4556.889160
	Iteration 9Q: 3 clusters Score -1375667 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1375828.375000 Penalty: 4556.889160
	Iteration 10Q: 3 clusters Score -1375828 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1375929.875000 Penalty: 4556.889160
	Iteration 11Q: 3 clusters Score -1375930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1376002.250000 Penalty: 4556.889160
	Iteration 12Q: 3 clusters Score -1376002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1376050.250000 Penalty: 4556.889160
	Iteration 13Q: 3 clusters Score -1376050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1376087.875000 Penalty: 4556.889160
	Iteration 14Q: 3 clusters Score -1376088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1376111.125000 Penalty: 4556.889160
	Iteration 15Q: 3 clusters Score -1376111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1376142.750000 Penalty: 4556.889160
	Iteration 16Q: 3 clusters Score -1376143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1376162.000000 Penalty: 4556.889160
	Iteration 17Q: 3 clusters Score -1376162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1376180.250000 Penalty: 4556.889160
	Iteration 18Q: 3 clusters Score -1376180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1376197.750000 Penalty: 4556.889160
	Iteration 19Q: 3 clusters Score -1376198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1376218.375000 Penalty: 4556.889160
	Iteration 20F: 3 clusters Score -1376218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1376237.125000 Penalty: 4556.889160
	Iteration 21Q: 3 clusters Score -1376237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1376249.750000 Penalty: 4556.889160
	Iteration 22Q: 3 clusters Score -1376250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1376270.875000 Penalty: 4556.889160
	Iteration 23Q: 3 clusters Score -1376271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1376282.750000 Penalty: 4556.889160
	Iteration 24Q: 3 clusters Score -1376283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1376297.125000 Penalty: 4556.889160
	Iteration 25Q: 3 clusters Score -1376297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1376304.875000 Penalty: 4556.889160
	Iteration 26Q: 3 clusters Score -1376305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1376322.375000 Penalty: 4556.889160
	Iteration 27Q: 3 clusters Score -1376322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1376331.375000 Penalty: 4556.889160
	Iteration 28Q: 3 clusters Score -1376331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1376338.500000 Penalty: 4556.889160
	Iteration 29Q: 3 clusters Score -1376338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1376347.500000 Penalty: 4556.889160
	Iteration 30Q: 3 clusters Score -1376348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1376357.875000 Penalty: 4556.889160
	Iteration 31Q: 3 clusters Score -1376358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1376361.250000 Penalty: 4556.889160
	Iteration 32Q: 3 clusters Score -1376361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1376373.500000 Penalty: 4556.889160
	Iteration 33Q: 3 clusters Score -1376374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1376379.750000 Penalty: 4556.889160
	Iteration 34Q: 3 clusters Score -1376380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1376385.750000 Penalty: 4556.889160
	Iteration 35Q: 3 clusters Score -1376386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1376393.250000 Penalty: 4556.889160
	Iteration 36Q: 3 clusters Score -1376393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1376400.875000 Penalty: 4556.889160
	Iteration 37Q: 3 clusters Score -1376401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1376404.125000 Penalty: 4556.889160
	Iteration 38Q: 3 clusters Score -1376404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1376408.875000 Penalty: 4556.889160
	Iteration 39Q: 3 clusters Score -1376409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1376412.750000 Penalty: 4556.889160
	Iteration 40F: 3 clusters Score -1376413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1376408.625000 Penalty: 4556.889160
	Iteration 41Q: 3 clusters Score -1376409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1376411.250000 Penalty: 4556.889160
	Iteration 42Q: 3 clusters Score -1376411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1376418.750000 Penalty: 4556.889160
	Iteration 43Q: 3 clusters Score -1376419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1376424.500000 Penalty: 4556.889160
	Iteration 44Q: 3 clusters Score -1376424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1376429.000000 Penalty: 4556.889160
	Iteration 45Q: 3 clusters Score -1376429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1376443.500000 Penalty: 4556.889160
	Iteration 46Q: 3 clusters Score -1376444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1376447.000000 Penalty: 4556.889160
	Iteration 47Q: 3 clusters Score -1376447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1376451.875000 Penalty: 4556.889160
	Iteration 48Q: 3 clusters Score -1376452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1376459.000000 Penalty: 4556.889160
	Iteration 49Q: 3 clusters Score -1376459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1376465.875000 Penalty: 4556.889160
	Iteration 50Q: 3 clusters Score -1376466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1376474.875000 Penalty: 4556.889160
	Iteration 51Q: 3 clusters Score -1376475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1376489.500000 Penalty: 4556.889160
	Iteration 52Q: 3 clusters Score -1376490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1376496.750000 Penalty: 4556.889160
	Iteration 53Q: 3 clusters Score -1376497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1376509.875000 Penalty: 4556.889160
	Iteration 54Q: 3 clusters Score -1376510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1376521.250000 Penalty: 4556.889160
	Iteration 55Q: 3 clusters Score -1376521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1376534.500000 Penalty: 4556.889160
	Iteration 56Q: 3 clusters Score -1376534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1376546.875000 Penalty: 4556.889160
	Iteration 57Q: 3 clusters Score -1376547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1376560.500000 Penalty: 4556.889160
	Iteration 58Q: 3 clusters Score -1376560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1376565.500000 Penalty: 4556.889160
	Iteration 59Q: 3 clusters Score -1376566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1376579.750000 Penalty: 4556.889160
	Iteration 60F: 3 clusters Score -1376580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1376586.000000 Penalty: 4556.889160
	Iteration 61Q: 3 clusters Score -1376586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1376591.750000 Penalty: 4556.889160
	Iteration 62Q: 3 clusters Score -1376592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1376597.750000 Penalty: 4556.889160
	Iteration 63Q: 3 clusters Score -1376598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1376602.875000 Penalty: 4556.889160
	Iteration 64Q: 3 clusters Score -1376603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1376611.375000 Penalty: 4556.889160
	Iteration 65Q: 3 clusters Score -1376611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1376609.250000 Penalty: 4556.889160
	Iteration 66Q: 3 clusters Score -1376609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1376620.625000 Penalty: 4556.889160
	Iteration 67Q: 3 clusters Score -1376621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1376622.625000 Penalty: 4556.889160
	Iteration 68Q: 3 clusters Score -1376623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1376631.500000 Penalty: 4556.889160
	Iteration 69Q: 3 clusters Score -1376632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1376638.000000 Penalty: 4556.889160
	Iteration 70Q: 3 clusters Score -1376638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1376649.375000 Penalty: 4556.889160
	Iteration 71Q: 3 clusters Score -1376649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1376650.250000 Penalty: 4556.889160
	Iteration 72Q: 3 clusters Score -1376650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1376655.875000 Penalty: 4556.889160
	Iteration 73Q: 3 clusters Score -1376656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1376660.250000 Penalty: 4556.889160
	Iteration 74Q: 3 clusters Score -1376660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1376663.250000 Penalty: 4556.889160
	Iteration 75Q: 3 clusters Score -1376663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1376666.000000 Penalty: 4556.889160
	Iteration 76Q: 3 clusters Score -1376666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1376673.625000 Penalty: 4556.889160
	Iteration 77Q: 3 clusters Score -1376674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1376678.250000 Penalty: 4556.889160
	Iteration 78Q: 3 clusters Score -1376678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1376685.125000 Penalty: 4556.889160
	Iteration 79Q: 3 clusters Score -1376685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1376694.375000 Penalty: 4556.889160
	Iteration 80F: 3 clusters Score -1376694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1376701.125000 Penalty: 4556.889160
	Iteration 81Q: 3 clusters Score -1376701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1376710.000000 Penalty: 4556.889160
	Iteration 82Q: 3 clusters Score -1376710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1376720.875000 Penalty: 4556.889160
	Iteration 83Q: 3 clusters Score -1376721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1376729.375000 Penalty: 4556.889160
	Iteration 84Q: 3 clusters Score -1376729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1376740.750000 Penalty: 4556.889160
	Iteration 85Q: 3 clusters Score -1376741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1376743.125000 Penalty: 4556.889160
	Iteration 86Q: 3 clusters Score -1376743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1376747.625000 Penalty: 4556.889160
	Iteration 87Q: 3 clusters Score -1376748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1376748.750000 Penalty: 4556.889160
	Iteration 88Q: 3 clusters Score -1376749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1376758.125000 Penalty: 4556.889160
	Iteration 89Q: 3 clusters Score -1376758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1376765.125000 Penalty: 4556.889160
	Iteration 90Q: 3 clusters Score -1376765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1376772.500000 Penalty: 4556.889160
	Iteration 91Q: 3 clusters Score -1376772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1376779.000000 Penalty: 4556.889160
	Iteration 92Q: 3 clusters Score -1376779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1376784.875000 Penalty: 4556.889160
	Iteration 93Q: 3 clusters Score -1376785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1376791.500000 Penalty: 4556.889160
	Iteration 94Q: 3 clusters Score -1376792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1376801.500000 Penalty: 4556.889160
	Iteration 95Q: 3 clusters Score -1376802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1376805.375000 Penalty: 4556.889160
	Iteration 96Q: 3 clusters Score -1376805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1376818.250000 Penalty: 4556.889160
	Iteration 97Q: 3 clusters Score -1376818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1376826.125000 Penalty: 4556.889160
	Iteration 98Q: 3 clusters Score -1376826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1376841.875000 Penalty: 4556.889160
	Iteration 99Q: 3 clusters Score -1376842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1376857.750000 Penalty: 4556.889160
	Iteration 100F: 3 clusters Score -1376858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1376879.375000 Penalty: 4556.889160
	Iteration 101Q: 3 clusters Score -1376879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1376902.125000 Penalty: 4556.889160
	Iteration 102Q: 3 clusters Score -1376902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1376930.875000 Penalty: 4556.889160
	Iteration 103Q: 3 clusters Score -1376931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1376950.250000 Penalty: 4556.889160
	Iteration 104Q: 3 clusters Score -1376950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1376974.125000 Penalty: 4556.889160
	Iteration 105Q: 3 clusters Score -1376974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1377008.000000 Penalty: 4556.889160
	Iteration 106Q: 3 clusters Score -1377008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1377039.250000 Penalty: 4556.889160
	Iteration 107Q: 3 clusters Score -1377039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1377071.625000 Penalty: 4556.889160
	Iteration 108Q: 3 clusters Score -1377072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1377101.875000 Penalty: 4556.889160
	Iteration 109Q: 3 clusters Score -1377102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1377130.625000 Penalty: 4556.889160
	Iteration 110Q: 3 clusters Score -1377131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1377148.125000 Penalty: 4556.889160
	Iteration 111Q: 3 clusters Score -1377148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1377160.000000 Penalty: 4556.889160
	Iteration 112Q: 3 clusters Score -1377160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1377174.625000 Penalty: 4556.889160
	Iteration 113Q: 3 clusters Score -1377175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1377187.125000 Penalty: 4556.889160
	Iteration 114Q: 3 clusters Score -1377187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1377196.875000 Penalty: 4556.889160
	Iteration 115Q: 3 clusters Score -1377197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1377206.375000 Penalty: 4556.889160
	Iteration 116Q: 3 clusters Score -1377206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1377213.125000 Penalty: 4556.889160
	Iteration 117Q: 3 clusters Score -1377213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1377217.250000 Penalty: 4556.889160
	Iteration 118Q: 3 clusters Score -1377217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1377225.000000 Penalty: 4556.889160
	Iteration 119Q: 3 clusters Score -1377225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1377227.500000 Penalty: 4556.889160
	Iteration 120F: 3 clusters Score -1377228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1377232.250000 Penalty: 4556.889160
	Iteration 121Q: 3 clusters Score -1377232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1377237.375000 Penalty: 4556.889160
	Iteration 122Q: 3 clusters Score -1377237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1377240.000000 Penalty: 4556.889160
	Iteration 123Q: 3 clusters Score -1377240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1377249.250000 Penalty: 4556.889160
	Iteration 124Q: 3 clusters Score -1377249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1377251.875000 Penalty: 4556.889160
	Iteration 125Q: 3 clusters Score -1377252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1377253.500000 Penalty: 4556.889160
	Iteration 126Q: 3 clusters Score -1377254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1377259.375000 Penalty: 4556.889160
	Iteration 127Q: 3 clusters Score -1377259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1377257.375000 Penalty: 4556.889160
	Iteration 128Q: 3 clusters Score -1377257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1377260.000000 Penalty: 4556.889160
	Iteration 129Q: 3 clusters Score -1377260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1377265.000000 Penalty: 4556.889160
	Iteration 130Q: 3 clusters Score -1377265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1377268.125000 Penalty: 4556.889160
	Iteration 131Q: 3 clusters Score -1377268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1377273.625000 Penalty: 4556.889160
	Iteration 132Q: 3 clusters Score -1377274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1377274.875000 Penalty: 4556.889160
	Iteration 133Q: 3 clusters Score -1377275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1377278.125000 Penalty: 4556.889160
	Iteration 134Q: 3 clusters Score -1377278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1377280.375000 Penalty: 4556.889160
	Iteration 135Q: 3 clusters Score -1377280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1377283.500000 Penalty: 4556.889160
	Iteration 136Q: 3 clusters Score -1377284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1377285.500000 Penalty: 4556.889160
	Iteration 137Q: 3 clusters Score -1377286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1377287.250000 Penalty: 4556.889160
	Iteration 138Q: 3 clusters Score -1377287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1377285.375000 Penalty: 4556.889160
	Iteration 139Q: 3 clusters Score -1377285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1377287.500000 Penalty: 4556.889160
	Iteration 140F: 3 clusters Score -1377288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1377290.125000 Penalty: 4556.889160
	Iteration 141Q: 3 clusters Score -1377290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1377292.625000 Penalty: 4556.889160
	Iteration 142Q: 3 clusters Score -1377293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1377291.250000 Penalty: 4556.889160
	Iteration 143Q: 3 clusters Score -1377291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1377290.625000 Penalty: 4556.889160
	Iteration 144Q: 3 clusters Score -1377291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1377291.750000 Penalty: 4556.889160
	Iteration 145Q: 3 clusters Score -1377292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1377290.625000 Penalty: 4556.889160
	Iteration 146Q: 3 clusters Score -1377291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1377289.125000 Penalty: 4556.889160
	Iteration 147Q: 3 clusters Score -1377289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1377290.500000 Penalty: 4556.889160
	Iteration 148Q: 3 clusters Score -1377290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1377293.875000 Penalty: 4556.889160
	Iteration 149Q: 3 clusters Score -1377294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1377295.500000 Penalty: 4556.889160
	Iteration 150Q: 3 clusters Score -1377296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1377294.875000 Penalty: 4556.889160
	Iteration 151Q: 3 clusters Score -1377295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1377294.375000 Penalty: 4556.889160
	Iteration 152Q: 3 clusters Score -1377294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1377294.375000 Penalty: 4556.889160
	Iteration 153F: 3 clusters Score -1377294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -833511.437500 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -833511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -828626.562500 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -828626.6 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -829929.750000 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -829929.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -830213.562500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -830213.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -830438.375000 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -830438.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -830644.000000 Penalty: 4286.112305
	Iteration 4F: 3 clusters Score -830644 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -830832.562500 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -830832.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -831050.750000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -831050.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -831270.562500 Penalty: 4286.112305
	Iteration 7F: 3 clusters Score -831270.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -831440.875000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -831440.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -831589.312500 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -831589.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -831719.562500 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -831719.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -831816.125000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -831816.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -831869.500000 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -831869.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -831906.125000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -831906.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -831934.500000 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -831934.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -831955.375000 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -831955.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -831963.437500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -831963.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -831971.125000 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -831971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -831975.000000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -831975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -831977.812500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -831977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -831978.562500 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -831978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -831979.937500 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -831979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -831982.125000 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -831982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -831981.750000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -831981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -831982.687500 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -831982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -831983.562500 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -831983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -831984.500000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -831984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -831984.750000 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -831984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -831984.687500 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -831984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -831984.125000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -831984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -831983.500000 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -831983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -831984.812500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -831984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -831984.812500 Penalty: 4286.112305
	Iteration 32F: 3 clusters Score -831984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Entering Unmasked Estep 
Score: -8206225.500000 Penalty: 2704.535889
	Iteration 0F: 2 clusters Score -8206226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -8169395.000000 Penalty: 5409.071777
	Iteration 0F: 3 clusters Score -8169395 nChanged 25423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8184068.500000 Penalty: 5409.071777
	Iteration 1F: 3 clusters Score -8184068 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8185281.000000 Penalty: 5409.071777
	Iteration 2F: 3 clusters Score -8185281 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -8187245.000000 Penalty: 5409.071777
	Iteration 3F: 3 clusters Score -8187245 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -8190097.500000 Penalty: 5409.071777
	Iteration 4F: 3 clusters Score -8190098 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -8193786.500000 Penalty: 5409.071777
	Iteration 5F: 3 clusters Score -8193786 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8197599.500000 Penalty: 5409.071777
	Iteration 6F: 3 clusters Score -8197600 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8200685.500000 Penalty: 5409.071777
	Iteration 7F: 3 clusters Score -8200686 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8202548.000000 Penalty: 5409.071777
	Iteration 8Q: 3 clusters Score -8202548 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8203376.000000 Penalty: 5409.071777
	Iteration 9Q: 3 clusters Score -8203376 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8203683.500000 Penalty: 5409.071777
	Iteration 10Q: 3 clusters Score -8203684 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8203836.500000 Penalty: 5409.071777
	Iteration 11Q: 3 clusters Score -8203836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8203905.500000 Penalty: 5409.071777
	Iteration 12Q: 3 clusters Score -8203906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8203938.500000 Penalty: 5409.071777
	Iteration 13Q: 3 clusters Score -8203938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8203963.000000 Penalty: 5409.071777
	Iteration 14Q: 3 clusters Score -8203963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8203980.500000 Penalty: 5409.071777
	Iteration 15Q: 3 clusters Score -8203980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8204003.500000 Penalty: 5409.071777
	Iteration 16Q: 3 clusters Score -8204004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8204014.500000 Penalty: 5409.071777
	Iteration 17Q: 3 clusters Score -8204014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8204031.000000 Penalty: 5409.071777
	Iteration 18Q: 3 clusters Score -8204031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8204040.500000 Penalty: 5409.071777
	Iteration 19Q: 3 clusters Score -8204040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8204048.000000 Penalty: 5409.071777
	Iteration 20F: 3 clusters Score -8204048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8204050.000000 Penalty: 5409.071777
	Iteration 21Q: 3 clusters Score -8204050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8204061.000000 Penalty: 5409.071777
	Iteration 22Q: 3 clusters Score -8204061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8204064.500000 Penalty: 5409.071777
	Iteration 23Q: 3 clusters Score -8204064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8204082.000000 Penalty: 5409.071777
	Iteration 24Q: 3 clusters Score -8204082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8204077.000000 Penalty: 5409.071777
	Iteration 25Q: 3 clusters Score -8204077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8204075.500000 Penalty: 5409.071777
	Iteration 26Q: 3 clusters Score -8204076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8204083.000000 Penalty: 5409.071777
	Iteration 27Q: 3 clusters Score -8204083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8204083.000000 Penalty: 5409.071777
	Iteration 28Q: 3 clusters Score -8204083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8204086.500000 Penalty: 5409.071777
	Iteration 29Q: 3 clusters Score -8204086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8204086.500000 Penalty: 5409.071777
	Iteration 30F: 3 clusters Score -8204086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111556.312500 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111556.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112055.460938 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112055.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112330.421875 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112330.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112477.742188 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -112477.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112555.437500 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -112555.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112616.906250 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -112616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112682.812500 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -112682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112762.492188 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -112762.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112856.304688 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -112856.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112937.695312 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -112937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113055.734375 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113055.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113208.031250 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -113208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113230.320312 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -113230.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113263.429688 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -113263.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113303.382812 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -113303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113338.914062 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -113338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113360.953125 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -113361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113383.492188 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -113383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113425.945312 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -113425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113452.539062 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -113452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113474.750000 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -113474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 54469 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 102916 members 
Mstep: Class 9 contains 42761 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38193 members 
Mstep: Class 12 contains 84438 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 57232 members 
Mstep: Class 18 contains 101111 members 
Mstep: Class 19 contains 103699 members 
Mstep: Class 20 contains 38995 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 104278 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777728.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137779504.000000 to -137777728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -501303.968750 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -501304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -497552.312500 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -497552.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -498734.625000 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -498734.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -499415.218750 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -499415.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -499955.718750 Penalty: 4094.761963
	Iteration 3F: 3 clusters Score -499955.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -500425.843750 Penalty: 4094.761963
	Iteration 4F: 3 clusters Score -500425.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500700.375000 Penalty: 4094.761963
	Iteration 5F: 3 clusters Score -500700.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -500843.656250 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -500843.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -500934.062500 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -500934.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -501004.843750 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -501004.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -501060.625000 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -501060.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -501092.593750 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -501092.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -501116.625000 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -501116.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -501142.343750 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -501142.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -501162.500000 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -501162.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -501180.718750 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -501180.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501194.312500 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -501194.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -501204.968750 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -501205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -501215.468750 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -501215.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -501226.937500 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -501226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -501235.437500 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -501235.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -501240.156250 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -501240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -501241.187500 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -501241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -501243.437500 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -501243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -501244.906250 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -501244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -501245.750000 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -501245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -501247.750000 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -501247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -501248.562500 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -501248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -501249.312500 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -501249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -501249.406250 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -501249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -501249.250000 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -501249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -501250.937500 Penalty: 4094.761963
	Iteration 30Q: 3 clusters Score -501250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -501249.781250 Penalty: 4094.761963
	Iteration 31Q: 3 clusters Score -501249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -501249.781250 Penalty: 4094.761963
	Iteration 32F: 3 clusters Score -501249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Entering Unmasked Estep 
Score: -15947438.000000 Penalty: 2862.333740
	Iteration 0F: 2 clusters Score -1.594744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -15882988.000000 Penalty: 5724.667480
	Iteration 0F: 3 clusters Score -1.588299e+07 nChanged 48621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -15911190.000000 Penalty: 5724.667480
	Iteration 1F: 3 clusters Score -1.591119e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -15912486.000000 Penalty: 5724.667480
	Iteration 2Q: 3 clusters Score -1.591249e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -15913992.000000 Penalty: 5724.667480
	Iteration 3Q: 3 clusters Score -1.591399e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -15916113.000000 Penalty: 5724.667480
	Iteration 4Q: 3 clusters Score -1.591611e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -15918940.000000 Penalty: 5724.667480
	Iteration 5F: 3 clusters Score -1.591894e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -15922763.000000 Penalty: 5724.667480
	Iteration 6F: 3 clusters Score -1.592276e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -15927749.000000 Penalty: 5724.667480
	Iteration 7F: 3 clusters Score -1.592775e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -15932480.000000 Penalty: 5724.667480
	Iteration 8F: 3 clusters Score -1.593248e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -15935547.000000 Penalty: 5724.667480
	Iteration 9Q: 3 clusters Score -1.593555e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -15937105.000000 Penalty: 5724.667480
	Iteration 10Q: 3 clusters Score -1.59371e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -15938051.000000 Penalty: 5724.667480
	Iteration 11Q: 3 clusters Score -1.593805e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -15938890.000000 Penalty: 5724.667480
	Iteration 12Q: 3 clusters Score -1.593889e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -15939618.000000 Penalty: 5724.667480
	Iteration 13Q: 3 clusters Score -1.593962e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -15940403.000000 Penalty: 5724.667480
	Iteration 14Q: 3 clusters Score -1.59404e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -15941280.000000 Penalty: 5724.667480
	Iteration 15Q: 3 clusters Score -1.594128e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -15942112.000000 Penalty: 5724.667480
	Iteration 16Q: 3 clusters Score -1.594211e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -15942829.000000 Penalty: 5724.667480
	Iteration 17Q: 3 clusters Score -1.594283e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -15943359.000000 Penalty: 5724.667480
	Iteration 18Q: 3 clusters Score -1.594336e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -15943768.000000 Penalty: 5724.667480
	Iteration 19Q: 3 clusters Score -1.594377e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -15944188.000000 Penalty: 5724.667480
	Iteration 20F: 3 clusters Score -1.594419e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -15944451.000000 Penalty: 5724.667480
	Iteration 21Q: 3 clusters Score -1.594445e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -15944657.000000 Penalty: 5724.667480
	Iteration 22Q: 3 clusters Score -1.594466e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -15944832.000000 Penalty: 5724.667480
	Iteration 23Q: 3 clusters Score -1.594483e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -15944944.000000 Penalty: 5724.667480
	Iteration 24Q: 3 clusters Score -1.594494e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -15945083.000000 Penalty: 5724.667480
	Iteration 25Q: 3 clusters Score -1.594508e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -15945163.000000 Penalty: 5724.667480
	Iteration 26Q: 3 clusters Score -1.594516e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -15945152.000000 Penalty: 5724.667480
	Iteration 27Q: 3 clusters Score -1.594515e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -15945180.000000 Penalty: 5724.667480
	Iteration 28Q: 3 clusters Score -1.594518e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -15945168.000000 Penalty: 5724.667480
	Iteration 29Q: 3 clusters Score -1.594517e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -15945200.000000 Penalty: 5724.667480
	Iteration 30Q: 3 clusters Score -1.59452e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -15945258.000000 Penalty: 5724.667480
	Iteration 31Q: 3 clusters Score -1.594526e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
Score: -15945294.000000 Penalty: 5724.667480
	Iteration 32Q: 3 clusters Score -1.594529e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -15945338.000000 Penalty: 5724.667480
	Iteration 33Q: 3 clusters Score -1.594534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -15945318.000000 Penalty: 5724.667480
	Iteration 34Q: 3 clusters Score -1.594532e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -15945334.000000 Penalty: 5724.667480
	Iteration 35Q: 3 clusters Score -1.594533e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -15945283.000000 Penalty: 5724.667480
	Iteration 36Q: 3 clusters Score -1.594528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -15945300.000000 Penalty: 5724.667480
	Iteration 37Q: 3 clusters Score -1.59453e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -15945311.000000 Penalty: 5724.667480
	Iteration 38Q: 3 clusters Score -1.594531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 101843 members 
Entering Unmasked Estep 
Score: -15945317.000000 Penalty: 5724.667480
	Iteration 39Q: 3 clusters Score -1.594532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -15945310.000000 Penalty: 5724.667480
	Iteration 40F: 3 clusters Score -1.594531e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -15945314.000000 Penalty: 5724.667480
	Iteration 41Q: 3 clusters Score -1.594531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -15945316.000000 Penalty: 5724.667480
	Iteration 42Q: 3 clusters Score -1.594532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -15945332.000000 Penalty: 5724.667480
	Iteration 43Q: 3 clusters Score -1.594533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -15945333.000000 Penalty: 5724.667480
	Iteration 44Q: 3 clusters Score -1.594533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -15945318.000000 Penalty: 5724.667480
	Iteration 45Q: 3 clusters Score -1.594532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -15945326.000000 Penalty: 5724.667480
	Iteration 46Q: 3 clusters Score -1.594533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -15945329.000000 Penalty: 5724.667480
	Iteration 47Q: 3 clusters Score -1.594533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -15945324.000000 Penalty: 5724.667480
	Iteration 48Q: 3 clusters Score -1.594532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -15945314.000000 Penalty: 5724.667480
	Iteration 49Q: 3 clusters Score -1.594531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
Score: -15945323.000000 Penalty: 5724.667480
	Iteration 50Q: 3 clusters Score -1.594532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -15945326.000000 Penalty: 5724.667480
	Iteration 51Q: 3 clusters Score -1.594533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -15945320.000000 Penalty: 5724.667480
	Iteration 52Q: 3 clusters Score -1.594532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -15945314.000000 Penalty: 5724.667480
	Iteration 53Q: 3 clusters Score -1.594531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -15945315.000000 Penalty: 5724.667480
	Iteration 54Q: 3 clusters Score -1.594532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -15945311.000000 Penalty: 5724.667480
	Iteration 55Q: 3 clusters Score -1.594531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -15945311.000000 Penalty: 5724.667480
	Iteration 56Q: 3 clusters Score -1.594531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -15945324.000000 Penalty: 5724.667480
	Iteration 57Q: 3 clusters Score -1.594532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -15945326.000000 Penalty: 5724.667480
	Iteration 58Q: 3 clusters Score -1.594533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -15945318.000000 Penalty: 5724.667480
	Iteration 59Q: 3 clusters Score -1.594532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -15945321.000000 Penalty: 5724.667480
	Iteration 60F: 3 clusters Score -1.594532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -15945321.000000 Penalty: 5724.667480
	Iteration 61Q: 3 clusters Score -1.594532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -15945316.000000 Penalty: 5724.667480
	Iteration 62Q: 3 clusters Score -1.594532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -15945313.000000 Penalty: 5724.667480
	Iteration 63Q: 3 clusters Score -1.594531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -15945327.000000 Penalty: 5724.667480
	Iteration 64Q: 3 clusters Score -1.594533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -15945330.000000 Penalty: 5724.667480
	Iteration 65Q: 3 clusters Score -1.594533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -15945315.000000 Penalty: 5724.667480
	Iteration 66Q: 3 clusters Score -1.594532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -15945328.000000 Penalty: 5724.667480
	Iteration 67Q: 3 clusters Score -1.594533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -15945318.000000 Penalty: 5724.667480
	Iteration 68Q: 3 clusters Score -1.594532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -15945311.000000 Penalty: 5724.667480
	Iteration 69Q: 3 clusters Score -1.594531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -15945307.000000 Penalty: 5724.667480
	Iteration 70Q: 3 clusters Score -1.594531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -15945315.000000 Penalty: 5724.667480
	Iteration 71Q: 3 clusters Score -1.594532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -15945315.000000 Penalty: 5724.667480
	Iteration 72F: 3 clusters Score -1.594532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Entering Unmasked Estep 
Score: -6591870.000000 Penalty: 2644.518555
	Iteration 0F: 2 clusters Score -6591870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -6562943.000000 Penalty: 5289.037109
	Iteration 0F: 3 clusters Score -6562943 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -6573726.500000 Penalty: 5289.037109
	Iteration 1F: 3 clusters Score -6573726 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -6574129.000000 Penalty: 5289.037109
	Iteration 2Q: 3 clusters Score -6574129 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6574569.000000 Penalty: 5289.037109
	Iteration 3Q: 3 clusters Score -6574569 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6574948.500000 Penalty: 5289.037109
	Iteration 4Q: 3 clusters Score -6574948 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6575317.000000 Penalty: 5289.037109
	Iteration 5Q: 3 clusters Score -6575317 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -6575763.500000 Penalty: 5289.037109
	Iteration 6Q: 3 clusters Score -6575764 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6576421.000000 Penalty: 5289.037109
	Iteration 7Q: 3 clusters Score -6576421 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -6577361.500000 Penalty: 5289.037109
	Iteration 8Q: 3 clusters Score -6577362 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -6578620.500000 Penalty: 5289.037109
	Iteration 9Q: 3 clusters Score -6578620 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6580106.000000 Penalty: 5289.037109
	Iteration 10Q: 3 clusters Score -6580106 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -6581627.000000 Penalty: 5289.037109
	Iteration 11F: 3 clusters Score -6581627 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -6583086.500000 Penalty: 5289.037109
	Iteration 12Q: 3 clusters Score -6583086 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -6584332.000000 Penalty: 5289.037109
	Iteration 13Q: 3 clusters Score -6584332 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -6585210.500000 Penalty: 5289.037109
	Iteration 14Q: 3 clusters Score -6585210 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -6585905.500000 Penalty: 5289.037109
	Iteration 15Q: 3 clusters Score -6585906 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -6586412.000000 Penalty: 5289.037109
	Iteration 16Q: 3 clusters Score -6586412 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6586848.500000 Penalty: 5289.037109
	Iteration 17Q: 3 clusters Score -6586848 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6587228.000000 Penalty: 5289.037109
	Iteration 18Q: 3 clusters Score -6587228 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6587593.500000 Penalty: 5289.037109
	Iteration 19Q: 3 clusters Score -6587594 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6587876.500000 Penalty: 5289.037109
	Iteration 20F: 3 clusters Score -6587876 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6588162.500000 Penalty: 5289.037109
	Iteration 21Q: 3 clusters Score -6588162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6588409.000000 Penalty: 5289.037109
	Iteration 22Q: 3 clusters Score -6588409 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6588611.500000 Penalty: 5289.037109
	Iteration 23Q: 3 clusters Score -6588612 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6588759.000000 Penalty: 5289.037109
	Iteration 24Q: 3 clusters Score -6588759 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6588904.500000 Penalty: 5289.037109
	Iteration 25Q: 3 clusters Score -6588904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6589046.000000 Penalty: 5289.037109
	Iteration 26Q: 3 clusters Score -6589046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6589152.000000 Penalty: 5289.037109
	Iteration 27Q: 3 clusters Score -6589152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6589227.500000 Penalty: 5289.037109
	Iteration 28Q: 3 clusters Score -6589228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6589301.500000 Penalty: 5289.037109
	Iteration 29Q: 3 clusters Score -6589302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6589379.500000 Penalty: 5289.037109
	Iteration 30Q: 3 clusters Score -6589380 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6589426.000000 Penalty: 5289.037109
	Iteration 31Q: 3 clusters Score -6589426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6589471.500000 Penalty: 5289.037109
	Iteration 32Q: 3 clusters Score -6589472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6589514.000000 Penalty: 5289.037109
	Iteration 33Q: 3 clusters Score -6589514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6589519.500000 Penalty: 5289.037109
	Iteration 34Q: 3 clusters Score -6589520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6589528.500000 Penalty: 5289.037109
	Iteration 35Q: 3 clusters Score -6589528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6589538.500000 Penalty: 5289.037109
	Iteration 36Q: 3 clusters Score -6589538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6589560.500000 Penalty: 5289.037109
	Iteration 37Q: 3 clusters Score -6589560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6589583.000000 Penalty: 5289.037109
	Iteration 38Q: 3 clusters Score -6589583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6589604.500000 Penalty: 5289.037109
	Iteration 39Q: 3 clusters Score -6589604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6589619.500000 Penalty: 5289.037109
	Iteration 40F: 3 clusters Score -6589620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6589625.000000 Penalty: 5289.037109
	Iteration 41Q: 3 clusters Score -6589625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6589639.500000 Penalty: 5289.037109
	Iteration 42Q: 3 clusters Score -6589640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6589643.500000 Penalty: 5289.037109
	Iteration 43Q: 3 clusters Score -6589644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6589649.000000 Penalty: 5289.037109
	Iteration 44Q: 3 clusters Score -6589649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6589662.500000 Penalty: 5289.037109
	Iteration 45Q: 3 clusters Score -6589662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6589672.500000 Penalty: 5289.037109
	Iteration 46Q: 3 clusters Score -6589672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6589684.000000 Penalty: 5289.037109
	Iteration 47Q: 3 clusters Score -6589684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6589689.000000 Penalty: 5289.037109
	Iteration 48Q: 3 clusters Score -6589689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6589692.500000 Penalty: 5289.037109
	Iteration 49Q: 3 clusters Score -6589692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6589703.500000 Penalty: 5289.037109
	Iteration 50Q: 3 clusters Score -6589704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6589729.500000 Penalty: 5289.037109
	Iteration 51Q: 3 clusters Score -6589730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6589728.500000 Penalty: 5289.037109
	Iteration 52Q: 3 clusters Score -6589728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6589743.500000 Penalty: 5289.037109
	Iteration 53Q: 3 clusters Score -6589744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6589759.000000 Penalty: 5289.037109
	Iteration 54Q: 3 clusters Score -6589759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6589759.000000 Penalty: 5289.037109
	Iteration 55Q: 3 clusters Score -6589759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6589764.000000 Penalty: 5289.037109
	Iteration 56Q: 3 clusters Score -6589764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6589768.500000 Penalty: 5289.037109
	Iteration 57Q: 3 clusters Score -6589768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6589764.000000 Penalty: 5289.037109
	Iteration 58Q: 3 clusters Score -6589764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6589764.500000 Penalty: 5289.037109
	Iteration 59Q: 3 clusters Score -6589764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6589768.000000 Penalty: 5289.037109
	Iteration 60F: 3 clusters Score -6589768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -85524.093750 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -85524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84017.992188 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -84017.99 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84798.960938 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -84798.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85279.781250 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -85279.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85497.664062 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -85497.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85705.148438 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -85705.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85722.507812 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -85722.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85747.734375 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -85747.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -85781.726562 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -85781.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -85797.171875 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -85797.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85810.062500 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -85810.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85817.289062 Penalty: 3226.126953
	Iteration 10F: 3 clusters Score -85817.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -85825.679688 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -85825.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85829.593750 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -85829.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85833.437500 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -85833.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85833.437500 Penalty: 3226.126953
	Iteration 14F: 3 clusters Score -85833.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 54469 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 102916 members 
Mstep: Class 9 contains 42761 members 
Mstep: Class 10 contains 465 members 
Mstep: Class 11 contains 38193 members 
Mstep: Class 12 contains 84438 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 57232 members 
Mstep: Class 18 contains 101111 members 
Mstep: Class 19 contains 103699 members 
Mstep: Class 20 contains 38995 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 104278 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137778032.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137779504.000000 to -137778032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Entering Unmasked Estep 
Score: -5758021.500000 Penalty: 2616.500977
	Iteration 0F: 2 clusters Score -5758022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5732114.000000 Penalty: 5233.001953
	Iteration 0F: 3 clusters Score -5732114 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5741500.500000 Penalty: 5233.001953
	Iteration 1F: 3 clusters Score -5741500 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5741899.500000 Penalty: 5233.001953
	Iteration 2Q: 3 clusters Score -5741900 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5742276.000000 Penalty: 5233.001953
	Iteration 3Q: 3 clusters Score -5742276 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5742607.500000 Penalty: 5233.001953
	Iteration 4Q: 3 clusters Score -5742608 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5742954.500000 Penalty: 5233.001953
	Iteration 5Q: 3 clusters Score -5742954 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5743345.500000 Penalty: 5233.001953
	Iteration 6Q: 3 clusters Score -5743346 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5743942.500000 Penalty: 5233.001953
	Iteration 7Q: 3 clusters Score -5743942 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5744789.000000 Penalty: 5233.001953
	Iteration 8Q: 3 clusters Score -5744789 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5746085.500000 Penalty: 5233.001953
	Iteration 9F: 3 clusters Score -5746086 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5747984.000000 Penalty: 5233.001953
	Iteration 10F: 3 clusters Score -5747984 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5750345.000000 Penalty: 5233.001953
	Iteration 11F: 3 clusters Score -5750345 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5752622.000000 Penalty: 5233.001953
	Iteration 12F: 3 clusters Score -5752622 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5754290.500000 Penalty: 5233.001953
	Iteration 13Q: 3 clusters Score -5754290 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5755091.000000 Penalty: 5233.001953
	Iteration 14Q: 3 clusters Score -5755091 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5755430.500000 Penalty: 5233.001953
	Iteration 15Q: 3 clusters Score -5755430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5755540.000000 Penalty: 5233.001953
	Iteration 16Q: 3 clusters Score -5755540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5755616.000000 Penalty: 5233.001953
	Iteration 17Q: 3 clusters Score -5755616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5755658.000000 Penalty: 5233.001953
	Iteration 18Q: 3 clusters Score -5755658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5755662.500000 Penalty: 5233.001953
	Iteration 19Q: 3 clusters Score -5755662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5755663.500000 Penalty: 5233.001953
	Iteration 20F: 3 clusters Score -5755664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5755671.000000 Penalty: 5233.001953
	Iteration 21Q: 3 clusters Score -5755671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5755684.000000 Penalty: 5233.001953
	Iteration 22Q: 3 clusters Score -5755684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5755698.500000 Penalty: 5233.001953
	Iteration 23Q: 3 clusters Score -5755698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5755702.000000 Penalty: 5233.001953
	Iteration 24Q: 3 clusters Score -5755702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5755701.000000 Penalty: 5233.001953
	Iteration 25Q: 3 clusters Score -5755701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5755701.000000 Penalty: 5233.001953
	Iteration 26Q: 3 clusters Score -5755701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5755702.500000 Penalty: 5233.001953
	Iteration 27Q: 3 clusters Score -5755702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5755702.000000 Penalty: 5233.001953
	Iteration 28Q: 3 clusters Score -5755702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5755702.000000 Penalty: 5233.001953
	Iteration 29F: 3 clusters Score -5755702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Entering Unmasked Estep 
Score: -13028416.000000 Penalty: 2813.255615
	Iteration 0F: 2 clusters Score -1.302842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -12972451.000000 Penalty: 5626.511230
	Iteration 0F: 3 clusters Score -1.297245e+07 nChanged 39671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -12995466.000000 Penalty: 5626.511230
	Iteration 1F: 3 clusters Score -1.299547e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -12997274.000000 Penalty: 5626.511230
	Iteration 2Q: 3 clusters Score -1.299727e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -13000069.000000 Penalty: 5626.511230
	Iteration 3F: 3 clusters Score -1.300007e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -13004578.000000 Penalty: 5626.511230
	Iteration 4F: 3 clusters Score -1.300458e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -13010401.000000 Penalty: 5626.511230
	Iteration 5F: 3 clusters Score -1.30104e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -13016464.000000 Penalty: 5626.511230
	Iteration 6F: 3 clusters Score -1.301646e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -13020906.000000 Penalty: 5626.511230
	Iteration 7F: 3 clusters Score -1.302091e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -13023487.000000 Penalty: 5626.511230
	Iteration 8Q: 3 clusters Score -1.302349e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -13024976.000000 Penalty: 5626.511230
	Iteration 9Q: 3 clusters Score -1.302498e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -13025747.000000 Penalty: 5626.511230
	Iteration 10Q: 3 clusters Score -1.302575e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -13026115.000000 Penalty: 5626.511230
	Iteration 11Q: 3 clusters Score -1.302612e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -13026315.000000 Penalty: 5626.511230
	Iteration 12Q: 3 clusters Score -1.302632e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -13026468.000000 Penalty: 5626.511230
	Iteration 13Q: 3 clusters Score -1.302647e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -13026562.000000 Penalty: 5626.511230
	Iteration 14Q: 3 clusters Score -1.302656e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -13026621.000000 Penalty: 5626.511230
	Iteration 15Q: 3 clusters Score -1.302662e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -13026652.000000 Penalty: 5626.511230
	Iteration 16Q: 3 clusters Score -1.302665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -13026689.000000 Penalty: 5626.511230
	Iteration 17Q: 3 clusters Score -1.302669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -13026746.000000 Penalty: 5626.511230
	Iteration 18Q: 3 clusters Score -1.302675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -13026761.000000 Penalty: 5626.511230
	Iteration 19Q: 3 clusters Score -1.302676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -13026793.000000 Penalty: 5626.511230
	Iteration 20F: 3 clusters Score -1.302679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -13026798.000000 Penalty: 5626.511230
	Iteration 21Q: 3 clusters Score -1.30268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -13026831.000000 Penalty: 5626.511230
	Iteration 22Q: 3 clusters Score -1.302683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -13026837.000000 Penalty: 5626.511230
	Iteration 23Q: 3 clusters Score -1.302684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -13026833.000000 Penalty: 5626.511230
	Iteration 24Q: 3 clusters Score -1.302683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -13026841.000000 Penalty: 5626.511230
	Iteration 25Q: 3 clusters Score -1.302684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -13026840.000000 Penalty: 5626.511230
	Iteration 26Q: 3 clusters Score -1.302684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -13026829.000000 Penalty: 5626.511230
	Iteration 27Q: 3 clusters Score -1.302683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -13026835.000000 Penalty: 5626.511230
	Iteration 28Q: 3 clusters Score -1.302684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -13026835.000000 Penalty: 5626.511230
	Iteration 29F: 3 clusters Score -1.302684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Entering Unmasked Estep 
Score: -6068407.000000 Penalty: 2629.879883
	Iteration 0F: 2 clusters Score -6068407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6041155.500000 Penalty: 5259.759766
	Iteration 0F: 3 clusters Score -6041156 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -6051189.500000 Penalty: 5259.759766
	Iteration 1F: 3 clusters Score -6051190 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6051882.500000 Penalty: 5259.759766
	Iteration 2Q: 3 clusters Score -6051882 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -6052525.000000 Penalty: 5259.759766
	Iteration 3Q: 3 clusters Score -6052525 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -6053273.000000 Penalty: 5259.759766
	Iteration 4Q: 3 clusters Score -6053273 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -6054047.500000 Penalty: 5259.759766
	Iteration 5Q: 3 clusters Score -6054048 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -6054966.500000 Penalty: 5259.759766
	Iteration 6Q: 3 clusters Score -6054966 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -6056156.500000 Penalty: 5259.759766
	Iteration 7F: 3 clusters Score -6056156 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -6057585.000000 Penalty: 5259.759766
	Iteration 8F: 3 clusters Score -6057585 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6059234.500000 Penalty: 5259.759766
	Iteration 9F: 3 clusters Score -6059234 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6061023.500000 Penalty: 5259.759766
	Iteration 10F: 3 clusters Score -6061024 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6062659.500000 Penalty: 5259.759766
	Iteration 11Q: 3 clusters Score -6062660 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6063968.500000 Penalty: 5259.759766
	Iteration 12Q: 3 clusters Score -6063968 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6064822.000000 Penalty: 5259.759766
	Iteration 13Q: 3 clusters Score -6064822 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6065348.500000 Penalty: 5259.759766
	Iteration 14Q: 3 clusters Score -6065348 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6065644.500000 Penalty: 5259.759766
	Iteration 15Q: 3 clusters Score -6065644 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6065825.500000 Penalty: 5259.759766
	Iteration 16Q: 3 clusters Score -6065826 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6065930.500000 Penalty: 5259.759766
	Iteration 17Q: 3 clusters Score -6065930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6065991.500000 Penalty: 5259.759766
	Iteration 18Q: 3 clusters Score -6065992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6066026.000000 Penalty: 5259.759766
	Iteration 19Q: 3 clusters Score -6066026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6066044.000000 Penalty: 5259.759766
	Iteration 20F: 3 clusters Score -6066044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6066062.500000 Penalty: 5259.759766
	Iteration 21Q: 3 clusters Score -6066062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6066071.500000 Penalty: 5259.759766
	Iteration 22Q: 3 clusters Score -6066072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6066088.000000 Penalty: 5259.759766
	Iteration 23Q: 3 clusters Score -6066088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6066091.000000 Penalty: 5259.759766
	Iteration 24Q: 3 clusters Score -6066091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6066096.000000 Penalty: 5259.759766
	Iteration 25Q: 3 clusters Score -6066096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6066114.000000 Penalty: 5259.759766
	Iteration 26Q: 3 clusters Score -6066114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6066126.000000 Penalty: 5259.759766
	Iteration 27Q: 3 clusters Score -6066126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6066121.000000 Penalty: 5259.759766
	Iteration 28Q: 3 clusters Score -6066121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6066121.000000 Penalty: 5259.759766
	Iteration 29F: 3 clusters Score -6066121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Entering Unmasked Estep 
Score: -10761198.000000 Penalty: 2766.881348
	Iteration 0F: 2 clusters Score -1.07612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -10714304.000000 Penalty: 5533.762695
	Iteration 0F: 3 clusters Score -1.07143e+07 nChanged 32761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -10732834.000000 Penalty: 5533.762695
	Iteration 1F: 3 clusters Score -1.073283e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -10733538.000000 Penalty: 5533.762695
	Iteration 2Q: 3 clusters Score -1.073354e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -10734303.000000 Penalty: 5533.762695
	Iteration 3Q: 3 clusters Score -1.07343e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -10735147.000000 Penalty: 5533.762695
	Iteration 4Q: 3 clusters Score -1.073515e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -10736196.000000 Penalty: 5533.762695
	Iteration 5Q: 3 clusters Score -1.07362e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -10737553.000000 Penalty: 5533.762695
	Iteration 6Q: 3 clusters Score -1.073755e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -10739211.000000 Penalty: 5533.762695
	Iteration 7Q: 3 clusters Score -1.073921e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -10741488.000000 Penalty: 5533.762695
	Iteration 8F: 3 clusters Score -1.074149e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -10744179.000000 Penalty: 5533.762695
	Iteration 9F: 3 clusters Score -1.074418e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -10747121.000000 Penalty: 5533.762695
	Iteration 10F: 3 clusters Score -1.074712e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -10749796.000000 Penalty: 5533.762695
	Iteration 11F: 3 clusters Score -1.07498e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -10751963.000000 Penalty: 5533.762695
	Iteration 12Q: 3 clusters Score -1.075196e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -10753570.000000 Penalty: 5533.762695
	Iteration 13Q: 3 clusters Score -1.075357e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -10755110.000000 Penalty: 5533.762695
	Iteration 14Q: 3 clusters Score -1.075511e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -10756590.000000 Penalty: 5533.762695
	Iteration 15Q: 3 clusters Score -1.075659e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -10757915.000000 Penalty: 5533.762695
	Iteration 16Q: 3 clusters Score -1.075792e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -10758926.000000 Penalty: 5533.762695
	Iteration 17Q: 3 clusters Score -1.075893e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -10759569.000000 Penalty: 5533.762695
	Iteration 18Q: 3 clusters Score -1.075957e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -10759983.000000 Penalty: 5533.762695
	Iteration 19Q: 3 clusters Score -1.075998e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -10760179.000000 Penalty: 5533.762695
	Iteration 20F: 3 clusters Score -1.076018e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -10760253.000000 Penalty: 5533.762695
	Iteration 21Q: 3 clusters Score -1.076025e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -10760296.000000 Penalty: 5533.762695
	Iteration 22Q: 3 clusters Score -1.07603e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -10760321.000000 Penalty: 5533.762695
	Iteration 23Q: 3 clusters Score -1.076032e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -10760342.000000 Penalty: 5533.762695
	Iteration 24Q: 3 clusters Score -1.076034e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -10760336.000000 Penalty: 5533.762695
	Iteration 25Q: 3 clusters Score -1.076034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -10760348.000000 Penalty: 5533.762695
	Iteration 26Q: 3 clusters Score -1.076035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -10760360.000000 Penalty: 5533.762695
	Iteration 27Q: 3 clusters Score -1.076036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -10760367.000000 Penalty: 5533.762695
	Iteration 28Q: 3 clusters Score -1.076037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -10760362.000000 Penalty: 5533.762695
	Iteration 29Q: 3 clusters Score -1.076036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -10760360.000000 Penalty: 5533.762695
	Iteration 30Q: 3 clusters Score -1.076036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -10760355.000000 Penalty: 5533.762695
	Iteration 31Q: 3 clusters Score -1.076036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -10760360.000000 Penalty: 5533.762695
	Iteration 32Q: 3 clusters Score -1.076036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -10760355.000000 Penalty: 5533.762695
	Iteration 33Q: 3 clusters Score -1.076036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10760359.000000 Penalty: 5533.762695
	Iteration 34Q: 3 clusters Score -1.076036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10760358.000000 Penalty: 5533.762695
	Iteration 35Q: 3 clusters Score -1.076036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -10760356.000000 Penalty: 5533.762695
	Iteration 36Q: 3 clusters Score -1.076036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10760356.000000 Penalty: 5533.762695
	Iteration 37Q: 3 clusters Score -1.076036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10760356.000000 Penalty: 5533.762695
	Iteration 38F: 3 clusters Score -1.076036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -963528.750000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -963528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -958080.625000 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -958080.6 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -959778.187500 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -959778.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -960319.875000 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -960319.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -960788.750000 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -960788.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -961189.312500 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -961189.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -961495.625000 Penalty: 4358.385254
	Iteration 5F: 3 clusters Score -961495.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -961720.250000 Penalty: 4358.385254
	Iteration 6F: 3 clusters Score -961720.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -961863.375000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -961863.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -961949.375000 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -961949.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -961999.875000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -961999.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -962040.687500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -962040.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -962066.937500 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -962066.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -962091.687500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -962091.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -962111.937500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -962111.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -962125.187500 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -962125.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -962139.437500 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -962139.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -962147.250000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -962147.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -962156.812500 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -962156.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -962167.312500 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -962167.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -962172.437500 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -962172.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -962182.250000 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -962182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -962188.062500 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -962188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -962195.625000 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -962195.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -962205.625000 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -962205.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -962210.875000 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -962210.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -962221.750000 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -962221.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -962234.250000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -962234.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -962249.562500 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -962249.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -962263.000000 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -962263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -962272.875000 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -962272.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -962285.562500 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -962285.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -962294.937500 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -962294.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -962301.187500 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -962301.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -962304.187500 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -962304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -962305.250000 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -962305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -962308.562500 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -962308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -962313.000000 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -962313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -962320.250000 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -962320.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -962324.250000 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -962324.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -962328.312500 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -962328.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -962332.812500 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -962332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -962336.000000 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -962336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -962337.562500 Penalty: 4358.385254
	Iteration 42Q: 3 clusters Score -962337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -962341.437500 Penalty: 4358.385254
	Iteration 43Q: 3 clusters Score -962341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -962345.625000 Penalty: 4358.385254
	Iteration 44Q: 3 clusters Score -962345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -962346.312500 Penalty: 4358.385254
	Iteration 45Q: 3 clusters Score -962346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -962349.687500 Penalty: 4358.385254
	Iteration 46Q: 3 clusters Score -962349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -962353.687500 Penalty: 4358.385254
	Iteration 47Q: 3 clusters Score -962353.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -962354.125000 Penalty: 4358.385254
	Iteration 48Q: 3 clusters Score -962354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -962359.437500 Penalty: 4358.385254
	Iteration 49Q: 3 clusters Score -962359.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -962362.625000 Penalty: 4358.385254
	Iteration 50Q: 3 clusters Score -962362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -962365.000000 Penalty: 4358.385254
	Iteration 51Q: 3 clusters Score -962365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -962368.125000 Penalty: 4358.385254
	Iteration 52Q: 3 clusters Score -962368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -962371.125000 Penalty: 4358.385254
	Iteration 53Q: 3 clusters Score -962371.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -962375.500000 Penalty: 4358.385254
	Iteration 54Q: 3 clusters Score -962375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -962376.312500 Penalty: 4358.385254
	Iteration 55Q: 3 clusters Score -962376.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -962379.687500 Penalty: 4358.385254
	Iteration 56Q: 3 clusters Score -962379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -962382.687500 Penalty: 4358.385254
	Iteration 57Q: 3 clusters Score -962382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -962379.875000 Penalty: 4358.385254
	Iteration 58Q: 3 clusters Score -962379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -962380.875000 Penalty: 4358.385254
	Iteration 59Q: 3 clusters Score -962380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -962380.875000 Penalty: 4358.385254
	Iteration 60F: 3 clusters Score -962380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Entering Unmasked Estep 
Score: -3648022.750000 Penalty: 2516.626709
	Iteration 0F: 2 clusters Score -3648023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3630287.250000 Penalty: 5033.253418
	Iteration 0F: 3 clusters Score -3630287 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3636738.250000 Penalty: 5033.253418
	Iteration 1F: 3 clusters Score -3636738 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3637399.500000 Penalty: 5033.253418
	Iteration 2F: 3 clusters Score -3637400 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3638098.500000 Penalty: 5033.253418
	Iteration 3F: 3 clusters Score -3638098 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3638799.500000 Penalty: 5033.253418
	Iteration 4F: 3 clusters Score -3638800 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3639550.750000 Penalty: 5033.253418
	Iteration 5F: 3 clusters Score -3639551 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3640313.000000 Penalty: 5033.253418
	Iteration 6F: 3 clusters Score -3640313 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3640955.250000 Penalty: 5033.253418
	Iteration 7F: 3 clusters Score -3640955 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3641406.000000 Penalty: 5033.253418
	Iteration 8Q: 3 clusters Score -3641406 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3641757.500000 Penalty: 5033.253418
	Iteration 9Q: 3 clusters Score -3641758 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3642044.750000 Penalty: 5033.253418
	Iteration 10Q: 3 clusters Score -3642045 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3642278.000000 Penalty: 5033.253418
	Iteration 11Q: 3 clusters Score -3642278 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3642497.250000 Penalty: 5033.253418
	Iteration 12Q: 3 clusters Score -3642497 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3642676.250000 Penalty: 5033.253418
	Iteration 13Q: 3 clusters Score -3642676 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3642935.000000 Penalty: 5033.253418
	Iteration 14Q: 3 clusters Score -3642935 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3643230.250000 Penalty: 5033.253418
	Iteration 15Q: 3 clusters Score -3643230 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3643533.250000 Penalty: 5033.253418
	Iteration 16Q: 3 clusters Score -3643533 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3643872.250000 Penalty: 5033.253418
	Iteration 17Q: 3 clusters Score -3643872 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3644205.250000 Penalty: 5033.253418
	Iteration 18Q: 3 clusters Score -3644205 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3644526.250000 Penalty: 5033.253418
	Iteration 19Q: 3 clusters Score -3644526 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3644833.750000 Penalty: 5033.253418
	Iteration 20F: 3 clusters Score -3644834 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3645145.250000 Penalty: 5033.253418
	Iteration 21Q: 3 clusters Score -3645145 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3645397.000000 Penalty: 5033.253418
	Iteration 22Q: 3 clusters Score -3645397 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3645639.250000 Penalty: 5033.253418
	Iteration 23Q: 3 clusters Score -3645639 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3645831.250000 Penalty: 5033.253418
	Iteration 24Q: 3 clusters Score -3645831 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3645968.000000 Penalty: 5033.253418
	Iteration 25Q: 3 clusters Score -3645968 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3646092.750000 Penalty: 5033.253418
	Iteration 26Q: 3 clusters Score -3646093 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3646185.750000 Penalty: 5033.253418
	Iteration 27Q: 3 clusters Score -3646186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3646235.500000 Penalty: 5033.253418
	Iteration 28Q: 3 clusters Score -3646236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3646269.750000 Penalty: 5033.253418
	Iteration 29Q: 3 clusters Score -3646270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3646310.500000 Penalty: 5033.253418
	Iteration 30Q: 3 clusters Score -3646310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3646336.250000 Penalty: 5033.253418
	Iteration 31Q: 3 clusters Score -3646336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3646358.000000 Penalty: 5033.253418
	Iteration 32Q: 3 clusters Score -3646358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3646386.750000 Penalty: 5033.253418
	Iteration 33Q: 3 clusters Score -3646387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3646394.500000 Penalty: 5033.253418
	Iteration 34Q: 3 clusters Score -3646394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3646414.750000 Penalty: 5033.253418
	Iteration 35Q: 3 clusters Score -3646415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3646426.000000 Penalty: 5033.253418
	Iteration 36Q: 3 clusters Score -3646426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3646433.750000 Penalty: 5033.253418
	Iteration 37Q: 3 clusters Score -3646434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3646439.250000 Penalty: 5033.253418
	Iteration 38Q: 3 clusters Score -3646439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3646448.500000 Penalty: 5033.253418
	Iteration 39Q: 3 clusters Score -3646448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3646454.750000 Penalty: 5033.253418
	Iteration 40F: 3 clusters Score -3646455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3646460.000000 Penalty: 5033.253418
	Iteration 41Q: 3 clusters Score -3646460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3646475.500000 Penalty: 5033.253418
	Iteration 42Q: 3 clusters Score -3646476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3646478.500000 Penalty: 5033.253418
	Iteration 43Q: 3 clusters Score -3646478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3646478.750000 Penalty: 5033.253418
	Iteration 44Q: 3 clusters Score -3646479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3646480.000000 Penalty: 5033.253418
	Iteration 45Q: 3 clusters Score -3646480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3646478.250000 Penalty: 5033.253418
	Iteration 46Q: 3 clusters Score -3646478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3646486.750000 Penalty: 5033.253418
	Iteration 47Q: 3 clusters Score -3646487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3646484.000000 Penalty: 5033.253418
	Iteration 48Q: 3 clusters Score -3646484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3646487.000000 Penalty: 5033.253418
	Iteration 49Q: 3 clusters Score -3646487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3646487.000000 Penalty: 5033.253418
	Iteration 50F: 3 clusters Score -3646487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Entering Unmasked Estep 
Score: -8936919.000000 Penalty: 2716.807373
	Iteration 0F: 2 clusters Score -8936919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -8898680.000000 Penalty: 5433.614746
	Iteration 0F: 3 clusters Score -8898680 nChanged 26536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -8913445.000000 Penalty: 5433.614746
	Iteration 1F: 3 clusters Score -8913445 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8914082.000000 Penalty: 5433.614746
	Iteration 2Q: 3 clusters Score -8914082 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -8914889.000000 Penalty: 5433.614746
	Iteration 3Q: 3 clusters Score -8914889 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8916111.000000 Penalty: 5433.614746
	Iteration 4Q: 3 clusters Score -8916111 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8918169.000000 Penalty: 5433.614746
	Iteration 5F: 3 clusters Score -8918169 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -8921330.000000 Penalty: 5433.614746
	Iteration 6F: 3 clusters Score -8921330 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -8925591.000000 Penalty: 5433.614746
	Iteration 7F: 3 clusters Score -8925591 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8929611.000000 Penalty: 5433.614746
	Iteration 8F: 3 clusters Score -8929611 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8932282.000000 Penalty: 5433.614746
	Iteration 9Q: 3 clusters Score -8932282 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8933642.000000 Penalty: 5433.614746
	Iteration 10Q: 3 clusters Score -8933642 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8934119.000000 Penalty: 5433.614746
	Iteration 11Q: 3 clusters Score -8934119 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8934313.000000 Penalty: 5433.614746
	Iteration 12Q: 3 clusters Score -8934313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8934421.000000 Penalty: 5433.614746
	Iteration 13Q: 3 clusters Score -8934421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8934482.000000 Penalty: 5433.614746
	Iteration 14Q: 3 clusters Score -8934482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8934527.000000 Penalty: 5433.614746
	Iteration 15Q: 3 clusters Score -8934527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8934537.000000 Penalty: 5433.614746
	Iteration 16Q: 3 clusters Score -8934537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8934552.000000 Penalty: 5433.614746
	Iteration 17Q: 3 clusters Score -8934552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8934571.000000 Penalty: 5433.614746
	Iteration 18Q: 3 clusters Score -8934571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8934585.000000 Penalty: 5433.614746
	Iteration 19Q: 3 clusters Score -8934585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8934590.000000 Penalty: 5433.614746
	Iteration 20F: 3 clusters Score -8934590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8934592.000000 Penalty: 5433.614746
	Iteration 21Q: 3 clusters Score -8934592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8934600.000000 Penalty: 5433.614746
	Iteration 22Q: 3 clusters Score -8934600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8934595.000000 Penalty: 5433.614746
	Iteration 23Q: 3 clusters Score -8934595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8934608.000000 Penalty: 5433.614746
	Iteration 24Q: 3 clusters Score -8934608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8934606.000000 Penalty: 5433.614746
	Iteration 25Q: 3 clusters Score -8934606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8934606.000000 Penalty: 5433.614746
	Iteration 26F: 3 clusters Score -8934606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Entering Unmasked Estep 
Score: -15584545.000000 Penalty: 2857.945557
	Iteration 0F: 2 clusters Score -1.558454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -15517841.000000 Penalty: 5715.891113
	Iteration 0F: 3 clusters Score -1.551784e+07 nChanged 48134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -15546732.000000 Penalty: 5715.891113
	Iteration 1F: 3 clusters Score -1.554673e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -15549609.000000 Penalty: 5715.891113
	Iteration 2F: 3 clusters Score -1.554961e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -15554170.000000 Penalty: 5715.891113
	Iteration 3F: 3 clusters Score -1.555417e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -15560591.000000 Penalty: 5715.891113
	Iteration 4F: 3 clusters Score -1.556059e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -15567993.000000 Penalty: 5715.891113
	Iteration 5F: 3 clusters Score -1.556799e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -15574221.000000 Penalty: 5715.891113
	Iteration 6F: 3 clusters Score -1.557422e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -15578171.000000 Penalty: 5715.891113
	Iteration 7Q: 3 clusters Score -1.557817e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -15580401.000000 Penalty: 5715.891113
	Iteration 8Q: 3 clusters Score -1.55804e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -15581599.000000 Penalty: 5715.891113
	Iteration 9Q: 3 clusters Score -1.55816e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -15582175.000000 Penalty: 5715.891113
	Iteration 10Q: 3 clusters Score -1.558218e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -15582482.000000 Penalty: 5715.891113
	Iteration 11Q: 3 clusters Score -1.558248e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -15582727.000000 Penalty: 5715.891113
	Iteration 12Q: 3 clusters Score -1.558273e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -15582842.000000 Penalty: 5715.891113
	Iteration 13Q: 3 clusters Score -1.558284e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15582931.000000 Penalty: 5715.891113
	Iteration 14Q: 3 clusters Score -1.558293e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -15582972.000000 Penalty: 5715.891113
	Iteration 15Q: 3 clusters Score -1.558297e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -15583048.000000 Penalty: 5715.891113
	Iteration 16Q: 3 clusters Score -1.558305e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -15583014.000000 Penalty: 5715.891113
	Iteration 17Q: 3 clusters Score -1.558301e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -15583044.000000 Penalty: 5715.891113
	Iteration 18Q: 3 clusters Score -1.558304e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -15583039.000000 Penalty: 5715.891113
	Iteration 19Q: 3 clusters Score -1.558304e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -15583020.000000 Penalty: 5715.891113
	Iteration 20F: 3 clusters Score -1.558302e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -15583009.000000 Penalty: 5715.891113
	Iteration 21Q: 3 clusters Score -1.558301e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -15582984.000000 Penalty: 5715.891113
	Iteration 22Q: 3 clusters Score -1.558298e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -15582976.000000 Penalty: 5715.891113
	Iteration 23Q: 3 clusters Score -1.558298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -15582962.000000 Penalty: 5715.891113
	Iteration 24Q: 3 clusters Score -1.558296e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -15582974.000000 Penalty: 5715.891113
	Iteration 25Q: 3 clusters Score -1.558297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -15582984.000000 Penalty: 5715.891113
	Iteration 26Q: 3 clusters Score -1.558298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -15582985.000000 Penalty: 5715.891113
	Iteration 27Q: 3 clusters Score -1.558298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -15582979.000000 Penalty: 5715.891113
	Iteration 28Q: 3 clusters Score -1.558298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -15582985.000000 Penalty: 5715.891113
	Iteration 29Q: 3 clusters Score -1.558298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -15582970.000000 Penalty: 5715.891113
	Iteration 30Q: 3 clusters Score -1.558297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -15582967.000000 Penalty: 5715.891113
	Iteration 31Q: 3 clusters Score -1.558297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -15582962.000000 Penalty: 5715.891113
	Iteration 32Q: 3 clusters Score -1.558296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -15582967.000000 Penalty: 5715.891113
	Iteration 33Q: 3 clusters Score -1.558297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -15582954.000000 Penalty: 5715.891113
	Iteration 34Q: 3 clusters Score -1.558295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -15582946.000000 Penalty: 5715.891113
	Iteration 35Q: 3 clusters Score -1.558295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -15582953.000000 Penalty: 5715.891113
	Iteration 36Q: 3 clusters Score -1.558295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -15582926.000000 Penalty: 5715.891113
	Iteration 37Q: 3 clusters Score -1.558293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -15582914.000000 Penalty: 5715.891113
	Iteration 38Q: 3 clusters Score -1.558291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -15582925.000000 Penalty: 5715.891113
	Iteration 39Q: 3 clusters Score -1.558292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -15582926.000000 Penalty: 5715.891113
	Iteration 40F: 3 clusters Score -1.558293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -15582932.000000 Penalty: 5715.891113
	Iteration 41Q: 3 clusters Score -1.558293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -15582919.000000 Penalty: 5715.891113
	Iteration 42Q: 3 clusters Score -1.558292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -15582917.000000 Penalty: 5715.891113
	Iteration 43Q: 3 clusters Score -1.558292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -15582913.000000 Penalty: 5715.891113
	Iteration 44Q: 3 clusters Score -1.558291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -15582920.000000 Penalty: 5715.891113
	Iteration 45Q: 3 clusters Score -1.558292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -15582913.000000 Penalty: 5715.891113
	Iteration 46Q: 3 clusters Score -1.558291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -15582906.000000 Penalty: 5715.891113
	Iteration 47Q: 3 clusters Score -1.558291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -15582906.000000 Penalty: 5715.891113
	Iteration 48Q: 3 clusters Score -1.558291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -15582892.000000 Penalty: 5715.891113
	Iteration 49Q: 3 clusters Score -1.558289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -15582893.000000 Penalty: 5715.891113
	Iteration 50Q: 3 clusters Score -1.558289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -15582898.000000 Penalty: 5715.891113
	Iteration 51Q: 3 clusters Score -1.55829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -15582896.000000 Penalty: 5715.891113
	Iteration 52Q: 3 clusters Score -1.55829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -15582888.000000 Penalty: 5715.891113
	Iteration 53Q: 3 clusters Score -1.558289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15582889.000000 Penalty: 5715.891113
	Iteration 54Q: 3 clusters Score -1.558289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -15582893.000000 Penalty: 5715.891113
	Iteration 55Q: 3 clusters Score -1.558289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15582895.000000 Penalty: 5715.891113
	Iteration 56Q: 3 clusters Score -1.55829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -15582899.000000 Penalty: 5715.891113
	Iteration 57Q: 3 clusters Score -1.55829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15582897.000000 Penalty: 5715.891113
	Iteration 58Q: 3 clusters Score -1.55829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -15582895.000000 Penalty: 5715.891113
	Iteration 59Q: 3 clusters Score -1.55829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15582896.000000 Penalty: 5715.891113
	Iteration 60F: 3 clusters Score -1.55829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -15582887.000000 Penalty: 5715.891113
	Iteration 61Q: 3 clusters Score -1.558289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -15582886.000000 Penalty: 5715.891113
	Iteration 62Q: 3 clusters Score -1.558289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -15582886.000000 Penalty: 5715.891113
	Iteration 63F: 3 clusters Score -1.558289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Entering Unmasked Estep 
Score: -15957710.000000 Penalty: 2864.213379
	Iteration 0F: 2 clusters Score -1.595771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -15889623.000000 Penalty: 5728.426758
	Iteration 0F: 3 clusters Score -1.588962e+07 nChanged 49185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -15917768.000000 Penalty: 5728.426758
	Iteration 1F: 3 clusters Score -1.591777e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -15918579.000000 Penalty: 5728.426758
	Iteration 2Q: 3 clusters Score -1.591858e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -15919461.000000 Penalty: 5728.426758
	Iteration 3Q: 3 clusters Score -1.591946e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -15920563.000000 Penalty: 5728.426758
	Iteration 4Q: 3 clusters Score -1.592056e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -15922158.000000 Penalty: 5728.426758
	Iteration 5Q: 3 clusters Score -1.592216e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -15924242.000000 Penalty: 5728.426758
	Iteration 6Q: 3 clusters Score -1.592424e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -15927099.000000 Penalty: 5728.426758
	Iteration 7F: 3 clusters Score -1.59271e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -15931023.000000 Penalty: 5728.426758
	Iteration 8F: 3 clusters Score -1.593102e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -15935893.000000 Penalty: 5728.426758
	Iteration 9F: 3 clusters Score -1.593589e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -15940962.000000 Penalty: 5728.426758
	Iteration 10F: 3 clusters Score -1.594096e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -15945567.000000 Penalty: 5728.426758
	Iteration 11F: 3 clusters Score -1.594557e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -15949152.000000 Penalty: 5728.426758
	Iteration 12Q: 3 clusters Score -1.594915e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -15951497.000000 Penalty: 5728.426758
	Iteration 13Q: 3 clusters Score -1.59515e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -15953107.000000 Penalty: 5728.426758
	Iteration 14Q: 3 clusters Score -1.595311e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -15953988.000000 Penalty: 5728.426758
	Iteration 15Q: 3 clusters Score -1.595399e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -15954504.000000 Penalty: 5728.426758
	Iteration 16Q: 3 clusters Score -1.59545e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -15954825.000000 Penalty: 5728.426758
	Iteration 17Q: 3 clusters Score -1.595482e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -15954991.000000 Penalty: 5728.426758
	Iteration 18Q: 3 clusters Score -1.595499e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -15955093.000000 Penalty: 5728.426758
	Iteration 19Q: 3 clusters Score -1.595509e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -15955146.000000 Penalty: 5728.426758
	Iteration 20F: 3 clusters Score -1.595515e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -15955208.000000 Penalty: 5728.426758
	Iteration 21Q: 3 clusters Score -1.595521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -15955232.000000 Penalty: 5728.426758
	Iteration 22Q: 3 clusters Score -1.595523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -15955245.000000 Penalty: 5728.426758
	Iteration 23Q: 3 clusters Score -1.595524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -15955281.000000 Penalty: 5728.426758
	Iteration 24Q: 3 clusters Score -1.595528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -15955295.000000 Penalty: 5728.426758
	Iteration 25Q: 3 clusters Score -1.59553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -15955303.000000 Penalty: 5728.426758
	Iteration 26Q: 3 clusters Score -1.59553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -15955310.000000 Penalty: 5728.426758
	Iteration 27Q: 3 clusters Score -1.595531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -15955306.000000 Penalty: 5728.426758
	Iteration 28Q: 3 clusters Score -1.595531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -15955317.000000 Penalty: 5728.426758
	Iteration 29Q: 3 clusters Score -1.595532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -15955328.000000 Penalty: 5728.426758
	Iteration 30Q: 3 clusters Score -1.595533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -15955327.000000 Penalty: 5728.426758
	Iteration 31Q: 3 clusters Score -1.595533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -15955335.000000 Penalty: 5728.426758
	Iteration 32Q: 3 clusters Score -1.595534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -15955343.000000 Penalty: 5728.426758
	Iteration 33Q: 3 clusters Score -1.595534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -15955340.000000 Penalty: 5728.426758
	Iteration 34Q: 3 clusters Score -1.595534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -15955339.000000 Penalty: 5728.426758
	Iteration 35Q: 3 clusters Score -1.595534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -15955347.000000 Penalty: 5728.426758
	Iteration 36Q: 3 clusters Score -1.595535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -15955347.000000 Penalty: 5728.426758
	Iteration 37Q: 3 clusters Score -1.595535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -15955348.000000 Penalty: 5728.426758
	Iteration 38Q: 3 clusters Score -1.595535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -15955345.000000 Penalty: 5728.426758
	Iteration 39Q: 3 clusters Score -1.595534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -15955346.000000 Penalty: 5728.426758
	Iteration 40F: 3 clusters Score -1.595535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -15955348.000000 Penalty: 5728.426758
	Iteration 41Q: 3 clusters Score -1.595535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -15955354.000000 Penalty: 5728.426758
	Iteration 42Q: 3 clusters Score -1.595535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -15955353.000000 Penalty: 5728.426758
	Iteration 43Q: 3 clusters Score -1.595535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -15955353.000000 Penalty: 5728.426758
	Iteration 44Q: 3 clusters Score -1.595535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -15955353.000000 Penalty: 5728.426758
	Iteration 45F: 3 clusters Score -1.595535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Entering Unmasked Estep 
Score: -6039889.500000 Penalty: 2621.654785
	Iteration 0F: 2 clusters Score -6039890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -6013432.500000 Penalty: 5243.309570
	Iteration 0F: 3 clusters Score -6013432 nChanged 17850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6023018.000000 Penalty: 5243.309570
	Iteration 1F: 3 clusters Score -6023018 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -6023546.500000 Penalty: 5243.309570
	Iteration 2Q: 3 clusters Score -6023546 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -6024049.000000 Penalty: 5243.309570
	Iteration 3Q: 3 clusters Score -6024049 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6024745.500000 Penalty: 5243.309570
	Iteration 4Q: 3 clusters Score -6024746 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6025593.500000 Penalty: 5243.309570
	Iteration 5Q: 3 clusters Score -6025594 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6026808.500000 Penalty: 5243.309570
	Iteration 6F: 3 clusters Score -6026808 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -6028503.000000 Penalty: 5243.309570
	Iteration 7F: 3 clusters Score -6028503 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -6030865.000000 Penalty: 5243.309570
	Iteration 8F: 3 clusters Score -6030865 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6033402.500000 Penalty: 5243.309570
	Iteration 9F: 3 clusters Score -6033402 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -6035477.500000 Penalty: 5243.309570
	Iteration 10F: 3 clusters Score -6035478 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -6036637.500000 Penalty: 5243.309570
	Iteration 11Q: 3 clusters Score -6036638 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -6037148.500000 Penalty: 5243.309570
	Iteration 12Q: 3 clusters Score -6037148 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -6037369.000000 Penalty: 5243.309570
	Iteration 13Q: 3 clusters Score -6037369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -6037491.500000 Penalty: 5243.309570
	Iteration 14Q: 3 clusters Score -6037492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6037538.500000 Penalty: 5243.309570
	Iteration 15Q: 3 clusters Score -6037538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -6037591.000000 Penalty: 5243.309570
	Iteration 16Q: 3 clusters Score -6037591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -6037604.000000 Penalty: 5243.309570
	Iteration 17Q: 3 clusters Score -6037604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6037620.000000 Penalty: 5243.309570
	Iteration 18Q: 3 clusters Score -6037620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -6037621.500000 Penalty: 5243.309570
	Iteration 19Q: 3 clusters Score -6037622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6037624.500000 Penalty: 5243.309570
	Iteration 20F: 3 clusters Score -6037624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6037625.500000 Penalty: 5243.309570
	Iteration 21Q: 3 clusters Score -6037626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6037628.500000 Penalty: 5243.309570
	Iteration 22Q: 3 clusters Score -6037628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -6037630.000000 Penalty: 5243.309570
	Iteration 23Q: 3 clusters Score -6037630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -6037631.000000 Penalty: 5243.309570
	Iteration 24Q: 3 clusters Score -6037631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6037633.500000 Penalty: 5243.309570
	Iteration 25Q: 3 clusters Score -6037634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -6037636.000000 Penalty: 5243.309570
	Iteration 26Q: 3 clusters Score -6037636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -6037636.000000 Penalty: 5243.309570
	Iteration 27F: 3 clusters Score -6037636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Entering Unmasked Estep 
Score: -16129739.000000 Penalty: 2865.594238
	Iteration 0F: 2 clusters Score -1.612974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -16062522.000000 Penalty: 5731.188477
	Iteration 0F: 3 clusters Score -1.606252e+07 nChanged 49338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -16091332.000000 Penalty: 5731.188477
	Iteration 1F: 3 clusters Score -1.609133e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -16093283.000000 Penalty: 5731.188477
	Iteration 2Q: 3 clusters Score -1.609328e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -16097206.000000 Penalty: 5731.188477
	Iteration 3F: 3 clusters Score -1.609721e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -16104110.000000 Penalty: 5731.188477
	Iteration 4F: 3 clusters Score -1.610411e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -16113469.000000 Penalty: 5731.188477
	Iteration 5F: 3 clusters Score -1.611347e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -16121557.000000 Penalty: 5731.188477
	Iteration 6F: 3 clusters Score -1.612156e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -16125520.000000 Penalty: 5731.188477
	Iteration 7Q: 3 clusters Score -1.612552e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -16126692.000000 Penalty: 5731.188477
	Iteration 8Q: 3 clusters Score -1.612669e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -16127057.000000 Penalty: 5731.188477
	Iteration 9Q: 3 clusters Score -1.612706e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -16127175.000000 Penalty: 5731.188477
	Iteration 10Q: 3 clusters Score -1.612718e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -16127229.000000 Penalty: 5731.188477
	Iteration 11Q: 3 clusters Score -1.612723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -16127263.000000 Penalty: 5731.188477
	Iteration 12Q: 3 clusters Score -1.612726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -16127271.000000 Penalty: 5731.188477
	Iteration 13Q: 3 clusters Score -1.612727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -16127271.000000 Penalty: 5731.188477
	Iteration 14Q: 3 clusters Score -1.612727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -16127262.000000 Penalty: 5731.188477
	Iteration 15Q: 3 clusters Score -1.612726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -16127273.000000 Penalty: 5731.188477
	Iteration 16Q: 3 clusters Score -1.612727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -16127277.000000 Penalty: 5731.188477
	Iteration 17Q: 3 clusters Score -1.612728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 104063 members 
Entering Unmasked Estep 
Score: -16127285.000000 Penalty: 5731.188477
	Iteration 18Q: 3 clusters Score -1.612728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -16127295.000000 Penalty: 5731.188477
	Iteration 19Q: 3 clusters Score -1.61273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -16127310.000000 Penalty: 5731.188477
	Iteration 20F: 3 clusters Score -1.612731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -16127311.000000 Penalty: 5731.188477
	Iteration 21Q: 3 clusters Score -1.612731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -16127312.000000 Penalty: 5731.188477
	Iteration 22Q: 3 clusters Score -1.612731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -16127312.000000 Penalty: 5731.188477
	Iteration 23F: 3 clusters Score -1.612731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -25240.269531 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -25240.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24219.845703 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -24219.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24437.794922 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -24437.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -24502.300781 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -24502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -24576.214844 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -24576.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -24599.097656 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -24599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -24647.716797 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -24647.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -24675.919922 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -24675.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -24675.919922 Penalty: 2730.644531
	Iteration 7F: 3 clusters Score -24675.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -1263621.250000 Penalty: 2244.907715
	Iteration 0F: 2 clusters Score -1263621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1256800.875000 Penalty: 4489.815430
	Iteration 0F: 3 clusters Score -1256801 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1258743.625000 Penalty: 4489.815430
	Iteration 1F: 3 clusters Score -1258744 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1259025.375000 Penalty: 4489.815430
	Iteration 2F: 3 clusters Score -1259025 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1259229.375000 Penalty: 4489.815430
	Iteration 3F: 3 clusters Score -1259229 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1259398.875000 Penalty: 4489.815430
	Iteration 4Q: 3 clusters Score -1259399 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1259561.625000 Penalty: 4489.815430
	Iteration 5Q: 3 clusters Score -1259562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1259730.750000 Penalty: 4489.815430
	Iteration 6Q: 3 clusters Score -1259731 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1259890.125000 Penalty: 4489.815430
	Iteration 7Q: 3 clusters Score -1259890 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1260054.000000 Penalty: 4489.815430
	Iteration 8Q: 3 clusters Score -1260054 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1260216.500000 Penalty: 4489.815430
	Iteration 9Q: 3 clusters Score -1260216 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1260373.000000 Penalty: 4489.815430
	Iteration 10Q: 3 clusters Score -1260373 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1260507.625000 Penalty: 4489.815430
	Iteration 11Q: 3 clusters Score -1260508 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1260646.500000 Penalty: 4489.815430
	Iteration 12Q: 3 clusters Score -1260646 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1260761.375000 Penalty: 4489.815430
	Iteration 13Q: 3 clusters Score -1260761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1260853.000000 Penalty: 4489.815430
	Iteration 14Q: 3 clusters Score -1260853 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1260949.375000 Penalty: 4489.815430
	Iteration 15Q: 3 clusters Score -1260949 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1261037.875000 Penalty: 4489.815430
	Iteration 16Q: 3 clusters Score -1261038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1261108.750000 Penalty: 4489.815430
	Iteration 17Q: 3 clusters Score -1261109 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1261185.875000 Penalty: 4489.815430
	Iteration 18Q: 3 clusters Score -1261186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1261259.875000 Penalty: 4489.815430
	Iteration 19Q: 3 clusters Score -1261260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1261337.750000 Penalty: 4489.815430
	Iteration 20F: 3 clusters Score -1261338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1261420.875000 Penalty: 4489.815430
	Iteration 21Q: 3 clusters Score -1261421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1261479.875000 Penalty: 4489.815430
	Iteration 22Q: 3 clusters Score -1261480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1261540.250000 Penalty: 4489.815430
	Iteration 23Q: 3 clusters Score -1261540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1261594.500000 Penalty: 4489.815430
	Iteration 24Q: 3 clusters Score -1261594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1261631.250000 Penalty: 4489.815430
	Iteration 25Q: 3 clusters Score -1261631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1261656.250000 Penalty: 4489.815430
	Iteration 26Q: 3 clusters Score -1261656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1261680.500000 Penalty: 4489.815430
	Iteration 27Q: 3 clusters Score -1261680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1261697.750000 Penalty: 4489.815430
	Iteration 28Q: 3 clusters Score -1261698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1261715.750000 Penalty: 4489.815430
	Iteration 29Q: 3 clusters Score -1261716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1261729.875000 Penalty: 4489.815430
	Iteration 30Q: 3 clusters Score -1261730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1261742.625000 Penalty: 4489.815430
	Iteration 31Q: 3 clusters Score -1261743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1261750.125000 Penalty: 4489.815430
	Iteration 32Q: 3 clusters Score -1261750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1261757.125000 Penalty: 4489.815430
	Iteration 33Q: 3 clusters Score -1261757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1261763.125000 Penalty: 4489.815430
	Iteration 34Q: 3 clusters Score -1261763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1261772.875000 Penalty: 4489.815430
	Iteration 35Q: 3 clusters Score -1261773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1261782.000000 Penalty: 4489.815430
	Iteration 36Q: 3 clusters Score -1261782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1261781.375000 Penalty: 4489.815430
	Iteration 37Q: 3 clusters Score -1261781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1261787.875000 Penalty: 4489.815430
	Iteration 38Q: 3 clusters Score -1261788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1261789.375000 Penalty: 4489.815430
	Iteration 39Q: 3 clusters Score -1261789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1261790.375000 Penalty: 4489.815430
	Iteration 40F: 3 clusters Score -1261790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1261793.125000 Penalty: 4489.815430
	Iteration 41Q: 3 clusters Score -1261793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1261794.375000 Penalty: 4489.815430
	Iteration 42Q: 3 clusters Score -1261794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1261798.125000 Penalty: 4489.815430
	Iteration 43Q: 3 clusters Score -1261798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1261799.375000 Penalty: 4489.815430
	Iteration 44Q: 3 clusters Score -1261799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1261799.375000 Penalty: 4489.815430
	Iteration 45F: 3 clusters Score -1261799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -1933317.125000 Penalty: 2340.395264
	Iteration 0F: 2 clusters Score -1933317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1923972.125000 Penalty: 4680.790527
	Iteration 0F: 3 clusters Score -1923972 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1926862.250000 Penalty: 4680.790527
	Iteration 1F: 3 clusters Score -1926862 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1927272.000000 Penalty: 4680.790527
	Iteration 2F: 3 clusters Score -1927272 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1927659.875000 Penalty: 4680.790527
	Iteration 3F: 3 clusters Score -1927660 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1928065.625000 Penalty: 4680.790527
	Iteration 4F: 3 clusters Score -1928066 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1928495.625000 Penalty: 4680.790527
	Iteration 5F: 3 clusters Score -1928496 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1929009.625000 Penalty: 4680.790527
	Iteration 6F: 3 clusters Score -1929010 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1929569.750000 Penalty: 4680.790527
	Iteration 7F: 3 clusters Score -1929570 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1930074.000000 Penalty: 4680.790527
	Iteration 8F: 3 clusters Score -1930074 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1930524.875000 Penalty: 4680.790527
	Iteration 9Q: 3 clusters Score -1930525 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1930893.875000 Penalty: 4680.790527
	Iteration 10Q: 3 clusters Score -1930894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1931182.875000 Penalty: 4680.790527
	Iteration 11Q: 3 clusters Score -1931183 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1931356.500000 Penalty: 4680.790527
	Iteration 12Q: 3 clusters Score -1931356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1931422.750000 Penalty: 4680.790527
	Iteration 13Q: 3 clusters Score -1931423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1931461.750000 Penalty: 4680.790527
	Iteration 14Q: 3 clusters Score -1931462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1931484.750000 Penalty: 4680.790527
	Iteration 15Q: 3 clusters Score -1931485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1931505.000000 Penalty: 4680.790527
	Iteration 16Q: 3 clusters Score -1931505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1931513.625000 Penalty: 4680.790527
	Iteration 17Q: 3 clusters Score -1931514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1931522.250000 Penalty: 4680.790527
	Iteration 18Q: 3 clusters Score -1931522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1931523.125000 Penalty: 4680.790527
	Iteration 19Q: 3 clusters Score -1931523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1931527.125000 Penalty: 4680.790527
	Iteration 20F: 3 clusters Score -1931527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1931528.000000 Penalty: 4680.790527
	Iteration 21Q: 3 clusters Score -1931528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1931531.625000 Penalty: 4680.790527
	Iteration 22Q: 3 clusters Score -1931532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1931532.000000 Penalty: 4680.790527
	Iteration 23Q: 3 clusters Score -1931532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1931537.625000 Penalty: 4680.790527
	Iteration 24Q: 3 clusters Score -1931538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1931535.375000 Penalty: 4680.790527
	Iteration 25Q: 3 clusters Score -1931535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1931535.000000 Penalty: 4680.790527
	Iteration 26Q: 3 clusters Score -1931535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1931538.125000 Penalty: 4680.790527
	Iteration 27Q: 3 clusters Score -1931538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1931537.375000 Penalty: 4680.790527
	Iteration 28Q: 3 clusters Score -1931537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1931542.000000 Penalty: 4680.790527
	Iteration 29Q: 3 clusters Score -1931542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1931543.000000 Penalty: 4680.790527
	Iteration 30Q: 3 clusters Score -1931543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1931541.000000 Penalty: 4680.790527
	Iteration 31Q: 3 clusters Score -1931541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1931546.500000 Penalty: 4680.790527
	Iteration 32Q: 3 clusters Score -1931546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1931557.250000 Penalty: 4680.790527
	Iteration 33Q: 3 clusters Score -1931557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1931557.750000 Penalty: 4680.790527
	Iteration 34Q: 3 clusters Score -1931558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1931561.875000 Penalty: 4680.790527
	Iteration 35Q: 3 clusters Score -1931562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1931566.000000 Penalty: 4680.790527
	Iteration 36Q: 3 clusters Score -1931566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1931566.125000 Penalty: 4680.790527
	Iteration 37Q: 3 clusters Score -1931566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1931566.125000 Penalty: 4680.790527
	Iteration 38F: 3 clusters Score -1931566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142711.156250 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142711.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143154.640625 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143154.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143442.296875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143442.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143625.531250 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143625.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143746.578125 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -143746.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143852.156250 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -143852.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143962.640625 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -143962.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144044.234375 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144044.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144116.843750 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144116.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144214.000000 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144272.890625 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144320.281250 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -144353.796875 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144371.781250 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -144384.250000 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144384.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -144393.515625 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -144393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144398.921875 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -144398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144402.828125 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -144402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144405.656250 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -144405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144409.375000 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -144409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144413.625000 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -144413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 54469 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 102916 members 
Mstep: Class 9 contains 42761 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38193 members 
Mstep: Class 12 contains 84438 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 25532 members 
Mstep: Class 17 contains 57232 members 
Mstep: Class 18 contains 101111 members 
Mstep: Class 19 contains 103699 members 
Mstep: Class 20 contains 38995 members 
Mstep: Class 22 contains 104278 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779472.000000 Penalty: 85112.554688
Iteration 119Q: 26 clusters Score -1.377795e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 54446 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 102895 members 
Mstep: Class 9 contains 42835 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38187 members 
Mstep: Class 12 contains 84296 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 69976 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 25545 members 
Mstep: Class 17 contains 57201 members 
Mstep: Class 18 contains 101148 members 
Mstep: Class 19 contains 103653 members 
Mstep: Class 20 contains 38980 members 
Mstep: Class 22 contains 104516 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 8540 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779632.000000 Penalty: 85112.554688
Iteration 120F: 26 clusters Score -1.377796e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 54422 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 102886 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38183 members 
Mstep: Class 12 contains 84181 members 
Mstep: Class 13 contains 40285 members 
Mstep: Class 14 contains 69920 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 25555 members 
Mstep: Class 17 contains 57170 members 
Mstep: Class 18 contains 101209 members 
Mstep: Class 19 contains 103622 members 
Mstep: Class 20 contains 38950 members 
Mstep: Class 22 contains 104714 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8542 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779456.000000 Penalty: 85112.554688
Iteration 121Q: 26 clusters Score -1.377795e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 54398 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 102867 members 
Mstep: Class 9 contains 42982 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38180 members 
Mstep: Class 12 contains 84093 members 
Mstep: Class 13 contains 40276 members 
Mstep: Class 14 contains 69847 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 25565 members 
Mstep: Class 17 contains 57133 members 
Mstep: Class 18 contains 101271 members 
Mstep: Class 19 contains 103607 members 
Mstep: Class 20 contains 38913 members 
Mstep: Class 22 contains 104873 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8546 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779328.000000 Penalty: 85112.554688
Iteration 122Q: 26 clusters Score -1.377793e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9786 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54392 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 102853 members 
Mstep: Class 9 contains 43032 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38177 members 
Mstep: Class 12 contains 84019 members 
Mstep: Class 13 contains 40271 members 
Mstep: Class 14 contains 69790 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 25563 members 
Mstep: Class 17 contains 57111 members 
Mstep: Class 18 contains 101308 members 
Mstep: Class 19 contains 103570 members 
Mstep: Class 20 contains 38898 members 
Mstep: Class 22 contains 105037 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8549 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779472.000000 Penalty: 85112.554688
Iteration 123Q: 26 clusters Score -1.377795e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9786 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 54388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102832 members 
Mstep: Class 9 contains 43086 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38172 members 
Mstep: Class 12 contains 83964 members 
Mstep: Class 13 contains 40271 members 
Mstep: Class 14 contains 69729 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 25573 members 
Mstep: Class 17 contains 57102 members 
Mstep: Class 18 contains 101328 members 
Mstep: Class 19 contains 103539 members 
Mstep: Class 20 contains 38881 members 
Mstep: Class 22 contains 105176 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8552 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 124Q: 26 clusters Score -1.37779e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54394 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 102812 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38167 members 
Mstep: Class 12 contains 83884 members 
Mstep: Class 13 contains 40270 members 
Mstep: Class 14 contains 69680 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 57091 members 
Mstep: Class 18 contains 101341 members 
Mstep: Class 19 contains 103515 members 
Mstep: Class 20 contains 38868 members 
Mstep: Class 22 contains 105307 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8554 members 
Mstep: Class 25 contains 12566 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 125Q: 26 clusters Score -1.377789e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 54397 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 102788 members 
Mstep: Class 9 contains 43225 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38159 members 
Mstep: Class 12 contains 83817 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 69629 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 57088 members 
Mstep: Class 18 contains 101340 members 
Mstep: Class 19 contains 103536 members 
Mstep: Class 20 contains 38849 members 
Mstep: Class 22 contains 105414 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8554 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778720.000000 Penalty: 85112.554688
Iteration 126Q: 26 clusters Score -1.377787e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54387 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 102774 members 
Mstep: Class 9 contains 43288 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38149 members 
Mstep: Class 12 contains 83765 members 
Mstep: Class 13 contains 40257 members 
Mstep: Class 14 contains 69590 members 
Mstep: Class 15 contains 6370 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 57075 members 
Mstep: Class 18 contains 101331 members 
Mstep: Class 19 contains 103588 members 
Mstep: Class 20 contains 38852 members 
Mstep: Class 22 contains 105458 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8554 members 
Mstep: Class 25 contains 12574 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 85112.554688
Iteration 127Q: 26 clusters Score -1.377788e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 54367 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 102765 members 
Mstep: Class 9 contains 43345 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38137 members 
Mstep: Class 12 contains 83728 members 
Mstep: Class 13 contains 40254 members 
Mstep: Class 14 contains 69561 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 17 contains 57055 members 
Mstep: Class 18 contains 101317 members 
Mstep: Class 19 contains 103605 members 
Mstep: Class 20 contains 38835 members 
Mstep: Class 22 contains 105549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8555 members 
Mstep: Class 25 contains 12573 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 128Q: 26 clusters Score -1.377788e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 54341 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 102729 members 
Mstep: Class 9 contains 43386 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38126 members 
Mstep: Class 12 contains 83675 members 
Mstep: Class 13 contains 40251 members 
Mstep: Class 14 contains 69539 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 17 contains 57038 members 
Mstep: Class 18 contains 101332 members 
Mstep: Class 19 contains 103671 members 
Mstep: Class 20 contains 38811 members 
Mstep: Class 22 contains 105608 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8558 members 
Mstep: Class 25 contains 12585 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 85112.554688
Iteration 129Q: 26 clusters Score -1.377788e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 54311 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 102663 members 
Mstep: Class 9 contains 43418 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38115 members 
Mstep: Class 12 contains 83641 members 
Mstep: Class 13 contains 40252 members 
Mstep: Class 14 contains 69496 members 
Mstep: Class 15 contains 6326 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 57032 members 
Mstep: Class 18 contains 101376 members 
Mstep: Class 19 contains 103695 members 
Mstep: Class 20 contains 38797 members 
Mstep: Class 22 contains 105706 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8561 members 
Mstep: Class 25 contains 12588 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778544.000000 Penalty: 85112.554688
Iteration 130Q: 26 clusters Score -1.377785e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 54265 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102618 members 
Mstep: Class 9 contains 43457 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38112 members 
Mstep: Class 12 contains 83608 members 
Mstep: Class 13 contains 40258 members 
Mstep: Class 14 contains 69458 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 57038 members 
Mstep: Class 18 contains 101390 members 
Mstep: Class 19 contains 103747 members 
Mstep: Class 20 contains 38775 members 
Mstep: Class 22 contains 105781 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778736.000000 Penalty: 85112.554688
Iteration 131Q: 26 clusters Score -1.377787e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 54240 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102548 members 
Mstep: Class 9 contains 43488 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38109 members 
Mstep: Class 12 contains 83574 members 
Mstep: Class 13 contains 40269 members 
Mstep: Class 14 contains 69443 members 
Mstep: Class 15 contains 6305 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 57046 members 
Mstep: Class 18 contains 101405 members 
Mstep: Class 19 contains 103771 members 
Mstep: Class 20 contains 38755 members 
Mstep: Class 22 contains 105852 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12602 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778640.000000 Penalty: 85112.554688
Iteration 132Q: 26 clusters Score -1.377786e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9800 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54211 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102485 members 
Mstep: Class 9 contains 43538 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38108 members 
Mstep: Class 12 contains 83523 members 
Mstep: Class 13 contains 40270 members 
Mstep: Class 14 contains 69422 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 25621 members 
Mstep: Class 17 contains 57048 members 
Mstep: Class 18 contains 101381 members 
Mstep: Class 19 contains 103813 members 
Mstep: Class 20 contains 38734 members 
Mstep: Class 22 contains 105970 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778512.000000 Penalty: 85112.554688
Iteration 133Q: 26 clusters Score -1.377785e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9802 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54193 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102423 members 
Mstep: Class 9 contains 43561 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38107 members 
Mstep: Class 12 contains 83488 members 
Mstep: Class 13 contains 40271 members 
Mstep: Class 14 contains 69410 members 
Mstep: Class 15 contains 6269 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 57054 members 
Mstep: Class 18 contains 101376 members 
Mstep: Class 19 contains 103823 members 
Mstep: Class 20 contains 38707 members 
Mstep: Class 22 contains 106091 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778480.000000 Penalty: 85112.554688
Iteration 134Q: 26 clusters Score -1.377785e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54167 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102371 members 
Mstep: Class 9 contains 43594 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38102 members 
Mstep: Class 12 contains 83447 members 
Mstep: Class 13 contains 40279 members 
Mstep: Class 14 contains 69409 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 57062 members 
Mstep: Class 18 contains 101402 members 
Mstep: Class 19 contains 103839 members 
Mstep: Class 20 contains 38685 members 
Mstep: Class 22 contains 106152 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 135Q: 26 clusters Score -1.377783e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 54140 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 102338 members 
Mstep: Class 9 contains 43640 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38096 members 
Mstep: Class 12 contains 83417 members 
Mstep: Class 13 contains 40285 members 
Mstep: Class 14 contains 69392 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 25642 members 
Mstep: Class 17 contains 57076 members 
Mstep: Class 18 contains 101435 members 
Mstep: Class 19 contains 103888 members 
Mstep: Class 20 contains 38665 members 
Mstep: Class 22 contains 106134 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12635 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778432.000000 Penalty: 85112.554688
Iteration 136Q: 26 clusters Score -1.377784e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 54119 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 102297 members 
Mstep: Class 9 contains 43686 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38095 members 
Mstep: Class 12 contains 83400 members 
Mstep: Class 13 contains 40290 members 
Mstep: Class 14 contains 69380 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 25645 members 
Mstep: Class 17 contains 57091 members 
Mstep: Class 18 contains 101470 members 
Mstep: Class 19 contains 103905 members 
Mstep: Class 20 contains 38648 members 
Mstep: Class 22 contains 106137 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12634 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 137Q: 26 clusters Score -1.377783e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 54098 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 102280 members 
Mstep: Class 9 contains 43750 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38093 members 
Mstep: Class 12 contains 83369 members 
Mstep: Class 13 contains 40293 members 
Mstep: Class 14 contains 69363 members 
Mstep: Class 15 contains 6193 members 
Mstep: Class 16 contains 25650 members 
Mstep: Class 17 contains 57106 members 
Mstep: Class 18 contains 101507 members 
Mstep: Class 19 contains 103928 members 
Mstep: Class 20 contains 38629 members 
Mstep: Class 22 contains 106126 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12626 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778320.000000 Penalty: 85112.554688
Iteration 138Q: 26 clusters Score -1.377783e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 54072 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 102258 members 
Mstep: Class 9 contains 43790 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83362 members 
Mstep: Class 13 contains 40294 members 
Mstep: Class 14 contains 69342 members 
Mstep: Class 15 contains 6173 members 
Mstep: Class 16 contains 25656 members 
Mstep: Class 17 contains 57128 members 
Mstep: Class 18 contains 101525 members 
Mstep: Class 19 contains 103975 members 
Mstep: Class 20 contains 38620 members 
Mstep: Class 22 contains 106106 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778288.000000 Penalty: 85112.554688
Iteration 139Q: 26 clusters Score -1.377783e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 54077 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 102229 members 
Mstep: Class 9 contains 43831 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83359 members 
Mstep: Class 13 contains 40296 members 
Mstep: Class 14 contains 69340 members 
Mstep: Class 15 contains 6146 members 
Mstep: Class 16 contains 25664 members 
Mstep: Class 17 contains 57143 members 
Mstep: Class 18 contains 101516 members 
Mstep: Class 19 contains 103957 members 
Mstep: Class 20 contains 38618 members 
Mstep: Class 22 contains 106124 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778416.000000 Penalty: 85112.554688
Iteration 140F: 26 clusters Score -1.377784e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 54082 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 102223 members 
Mstep: Class 9 contains 43872 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83347 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 69330 members 
Mstep: Class 15 contains 6120 members 
Mstep: Class 16 contains 25668 members 
Mstep: Class 17 contains 57156 members 
Mstep: Class 18 contains 101504 members 
Mstep: Class 19 contains 103981 members 
Mstep: Class 20 contains 38605 members 
Mstep: Class 22 contains 106116 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12620 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778432.000000 Penalty: 85112.554688
Iteration 141Q: 26 clusters Score -1.377784e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54067 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102219 members 
Mstep: Class 9 contains 43916 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 83334 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 69312 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 25671 members 
Mstep: Class 17 contains 57159 members 
Mstep: Class 18 contains 101505 members 
Mstep: Class 19 contains 103994 members 
Mstep: Class 20 contains 38589 members 
Mstep: Class 22 contains 106124 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 142Q: 26 clusters Score -1.377783e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54058 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102201 members 
Mstep: Class 9 contains 43967 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 83333 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 69308 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 57168 members 
Mstep: Class 18 contains 101515 members 
Mstep: Class 19 contains 104006 members 
Mstep: Class 20 contains 38576 members 
Mstep: Class 22 contains 106086 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778256.000000 Penalty: 85112.554688
Iteration 143Q: 26 clusters Score -1.377783e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 54052 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102195 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 83325 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 69306 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 57170 members 
Mstep: Class 18 contains 101527 members 
Mstep: Class 19 contains 104010 members 
Mstep: Class 20 contains 38566 members 
Mstep: Class 22 contains 106051 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 85112.554688
Iteration 144Q: 26 clusters Score -1.377782e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54041 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102184 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38090 members 
Mstep: Class 12 contains 83319 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 69297 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 57175 members 
Mstep: Class 18 contains 101523 members 
Mstep: Class 19 contains 103987 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 22 contains 106045 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778000.000000 Penalty: 85112.554688
Iteration 145Q: 26 clusters Score -1.37778e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54045 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102172 members 
Mstep: Class 9 contains 44134 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38091 members 
Mstep: Class 12 contains 83304 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 25694 members 
Mstep: Class 17 contains 57173 members 
Mstep: Class 18 contains 101532 members 
Mstep: Class 19 contains 103995 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 22 contains 106010 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777824.000000 Penalty: 85112.554688
Iteration 146Q: 26 clusters Score -1.377778e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9805 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102171 members 
Mstep: Class 9 contains 44194 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83287 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 69284 members 
Mstep: Class 15 contains 6068 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 57169 members 
Mstep: Class 18 contains 101518 members 
Mstep: Class 19 contains 104016 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 22 contains 105997 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777808.000000 Penalty: 85112.554688
Iteration 147Q: 26 clusters Score -1.377778e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54023 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102151 members 
Mstep: Class 9 contains 44246 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 83297 members 
Mstep: Class 13 contains 40316 members 
Mstep: Class 14 contains 69281 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 57177 members 
Mstep: Class 18 contains 101465 members 
Mstep: Class 19 contains 104081 members 
Mstep: Class 20 contains 38566 members 
Mstep: Class 22 contains 105939 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777936.000000 Penalty: 85112.554688
Iteration 148Q: 26 clusters Score -1.377779e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54026 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102132 members 
Mstep: Class 9 contains 44303 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 83306 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 69282 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 57189 members 
Mstep: Class 18 contains 101447 members 
Mstep: Class 19 contains 104138 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 22 contains 105834 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12614 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778112.000000 Penalty: 85112.554688
Iteration 149Q: 26 clusters Score -1.377781e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54028 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102132 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38085 members 
Mstep: Class 12 contains 83312 members 
Mstep: Class 13 contains 40321 members 
Mstep: Class 14 contains 69283 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 25702 members 
Mstep: Class 17 contains 57207 members 
Mstep: Class 18 contains 101413 members 
Mstep: Class 19 contains 104159 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 22 contains 105773 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 85112.554688
Iteration 150Q: 26 clusters Score -1.377781e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54018 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102114 members 
Mstep: Class 9 contains 44436 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 69274 members 
Mstep: Class 15 contains 6046 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 57217 members 
Mstep: Class 18 contains 101402 members 
Mstep: Class 19 contains 104162 members 
Mstep: Class 20 contains 38535 members 
Mstep: Class 22 contains 105744 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12618 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 85112.554688
Iteration 151Q: 26 clusters Score -1.377782e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9808 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54010 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102092 members 
Mstep: Class 9 contains 44488 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38085 members 
Mstep: Class 12 contains 83312 members 
Mstep: Class 13 contains 40315 members 
Mstep: Class 14 contains 69284 members 
Mstep: Class 15 contains 6037 members 
Mstep: Class 16 contains 25712 members 
Mstep: Class 17 contains 57226 members 
Mstep: Class 18 contains 101397 members 
Mstep: Class 19 contains 104166 members 
Mstep: Class 20 contains 38528 members 
Mstep: Class 22 contains 105736 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778256.000000 Penalty: 85112.554688
Iteration 152Q: 26 clusters Score -1.377783e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9809 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54011 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102087 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83296 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 69293 members 
Mstep: Class 15 contains 6025 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 57242 members 
Mstep: Class 18 contains 101364 members 
Mstep: Class 19 contains 104162 members 
Mstep: Class 20 contains 38515 members 
Mstep: Class 22 contains 105729 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12611 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778336.000000 Penalty: 85112.554688
Iteration 153Q: 26 clusters Score -1.377783e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 54005 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102066 members 
Mstep: Class 9 contains 44633 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83275 members 
Mstep: Class 13 contains 40316 members 
Mstep: Class 14 contains 69291 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 57233 members 
Mstep: Class 18 contains 101379 members 
Mstep: Class 19 contains 104163 members 
Mstep: Class 20 contains 38513 members 
Mstep: Class 22 contains 105694 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778352.000000 Penalty: 85112.554688
Iteration 154Q: 26 clusters Score -1.377784e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 54012 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102047 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 83265 members 
Mstep: Class 13 contains 40320 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 6006 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 57223 members 
Mstep: Class 18 contains 101384 members 
Mstep: Class 19 contains 104149 members 
Mstep: Class 20 contains 38504 members 
Mstep: Class 22 contains 105668 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12602 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778208.000000 Penalty: 85112.554688
Iteration 155Q: 26 clusters Score -1.377782e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 54018 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102030 members 
Mstep: Class 9 contains 44788 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83253 members 
Mstep: Class 13 contains 40324 members 
Mstep: Class 14 contains 69289 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 25732 members 
Mstep: Class 17 contains 57221 members 
Mstep: Class 18 contains 101383 members 
Mstep: Class 19 contains 104134 members 
Mstep: Class 20 contains 38503 members 
Mstep: Class 22 contains 105643 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12597 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 156Q: 26 clusters Score -1.377783e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 54010 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 102006 members 
Mstep: Class 9 contains 44859 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 83234 members 
Mstep: Class 13 contains 40327 members 
Mstep: Class 14 contains 69293 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 25737 members 
Mstep: Class 17 contains 57236 members 
Mstep: Class 18 contains 101376 members 
Mstep: Class 19 contains 104098 members 
Mstep: Class 20 contains 38500 members 
Mstep: Class 22 contains 105647 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 157Q: 26 clusters Score -1.377783e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 54005 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101989 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38089 members 
Mstep: Class 12 contains 83231 members 
Mstep: Class 13 contains 40328 members 
Mstep: Class 14 contains 69292 members 
Mstep: Class 15 contains 5988 members 
Mstep: Class 16 contains 25738 members 
Mstep: Class 17 contains 57240 members 
Mstep: Class 18 contains 101346 members 
Mstep: Class 19 contains 104076 members 
Mstep: Class 20 contains 38488 members 
Mstep: Class 22 contains 105660 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12597 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778336.000000 Penalty: 85112.554688
Iteration 158Q: 26 clusters Score -1.377783e+08 nChanged 664
Entering ConstructFrom: 
Score: -137778336.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -306925.718750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -306925.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -304323.750000 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -304323.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -304755.031250 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -304755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -304879.406250 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -304879.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304945.125000 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -304945.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -304997.312500 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -304997.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -305030.093750 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -305030.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -305052.375000 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -305052.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -305067.812500 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -305067.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -305080.375000 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -305080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -305084.187500 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -305084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -305089.406250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -305089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305092.843750 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -305092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -305096.437500 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -305096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305099.968750 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -305100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305101.968750 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -305102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -305103.343750 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -305103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305103.500000 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -305103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305103.500000 Penalty: 3766.313721
	Iteration 17F: 3 clusters Score -305103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40819.601562 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40819.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41081.804688 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41081.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41279.867188 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41279.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41399.765625 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41399.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41516.636719 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41516.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41607.597656 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41666.976562 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41666.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41685.941406 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41685.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41695.464844 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41695.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41695.464844 Penalty: 2905.534668
	Iteration 9F: 3 clusters Score -41695.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1383875.125000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1383875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1376348.625000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1376349 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1378588.125000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1378588 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1379046.625000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1379047 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1379555.500000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1379556 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1380113.500000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1380114 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1380701.750000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1380702 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1381207.250000 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1381207 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1381565.250000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1381565 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1381803.375000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1381803 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1381984.375000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1381984 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1382121.875000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1382122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1382235.875000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1382236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1382304.375000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1382304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1382342.750000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1382343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1382367.875000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1382368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1382382.750000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1382383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1382388.625000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1382389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1382394.875000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1382395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1382404.750000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1382405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1382412.875000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1382413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1382420.250000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1382420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1382423.125000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1382423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1382425.750000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1382426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1382425.625000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1382426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1382423.000000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1382423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1382427.500000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1382428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1382428.375000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1382428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1382428.750000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1382429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1382432.375000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1382432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1382431.500000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1382432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1382430.875000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1382431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1382430.500000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1382430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1382432.000000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1382432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1382431.125000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1382431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1382429.875000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1382430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1382432.125000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1382432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1382432.125000 Penalty: 4558.813965
	Iteration 36F: 3 clusters Score -1382432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -831187.375000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -831187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -826254.312500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -826254.3 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -827463.750000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -827463.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -827691.250000 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -827691.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -827855.125000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -827855.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -827998.000000 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -827998 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -828146.375000 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -828146.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -828310.500000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -828310.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -828497.875000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -828497.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -828693.125000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -828693.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -828885.625000 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -828885.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -829058.312500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -829058.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -829229.125000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -829229.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -829341.937500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -829341.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -829426.062500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -829426.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -829504.250000 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -829504.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -829580.250000 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -829580.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -829627.625000 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -829627.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -829654.187500 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -829654.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -829670.062500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -829670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -829682.125000 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -829682.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -829701.312500 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -829701.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -829714.875000 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -829714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -829726.750000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -829726.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -829738.625000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -829738.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -829744.687500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -829744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -829749.312500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -829749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -829753.875000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -829753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -829756.312500 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -829756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -829755.750000 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -829755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -829756.562500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -829756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -829756.750000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -829756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -829756.187500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -829756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -829757.375000 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -829757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -829757.375000 Penalty: 4284.708496
	Iteration 33F: 3 clusters Score -829757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Entering Unmasked Estep 
Score: -8130522.000000 Penalty: 2702.368408
	Iteration 0F: 2 clusters Score -8130522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -8094249.000000 Penalty: 5404.736816
	Iteration 0F: 3 clusters Score -8094249 nChanged 24981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -8108197.000000 Penalty: 5404.736816
	Iteration 1F: 3 clusters Score -8108197 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -8108864.500000 Penalty: 5404.736816
	Iteration 2Q: 3 clusters Score -8108864 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8109693.000000 Penalty: 5404.736816
	Iteration 3Q: 3 clusters Score -8109693 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -8110828.000000 Penalty: 5404.736816
	Iteration 4Q: 3 clusters Score -8110828 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -8112417.000000 Penalty: 5404.736816
	Iteration 5F: 3 clusters Score -8112417 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -8114435.000000 Penalty: 5404.736816
	Iteration 6F: 3 clusters Score -8114435 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8116659.500000 Penalty: 5404.736816
	Iteration 7F: 3 clusters Score -8116660 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8118746.000000 Penalty: 5404.736816
	Iteration 8F: 3 clusters Score -8118746 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8120627.500000 Penalty: 5404.736816
	Iteration 9F: 3 clusters Score -8120628 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8122326.000000 Penalty: 5404.736816
	Iteration 10Q: 3 clusters Score -8122326 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8123778.500000 Penalty: 5404.736816
	Iteration 11Q: 3 clusters Score -8123778 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -8124918.000000 Penalty: 5404.736816
	Iteration 12Q: 3 clusters Score -8124918 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -8125888.000000 Penalty: 5404.736816
	Iteration 13Q: 3 clusters Score -8125888 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -8126718.500000 Penalty: 5404.736816
	Iteration 14Q: 3 clusters Score -8126718 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -8127272.000000 Penalty: 5404.736816
	Iteration 15Q: 3 clusters Score -8127272 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -8127672.500000 Penalty: 5404.736816
	Iteration 16Q: 3 clusters Score -8127672 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -8127977.500000 Penalty: 5404.736816
	Iteration 17Q: 3 clusters Score -8127978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -8128156.000000 Penalty: 5404.736816
	Iteration 18Q: 3 clusters Score -8128156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -8128257.000000 Penalty: 5404.736816
	Iteration 19Q: 3 clusters Score -8128257 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -8128316.000000 Penalty: 5404.736816
	Iteration 20F: 3 clusters Score -8128316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -8128350.500000 Penalty: 5404.736816
	Iteration 21Q: 3 clusters Score -8128350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -8128383.500000 Penalty: 5404.736816
	Iteration 22Q: 3 clusters Score -8128384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -8128397.500000 Penalty: 5404.736816
	Iteration 23Q: 3 clusters Score -8128398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -8128412.000000 Penalty: 5404.736816
	Iteration 24Q: 3 clusters Score -8128412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -8128410.500000 Penalty: 5404.736816
	Iteration 25Q: 3 clusters Score -8128410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -8128418.500000 Penalty: 5404.736816
	Iteration 26Q: 3 clusters Score -8128418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -8128426.000000 Penalty: 5404.736816
	Iteration 27Q: 3 clusters Score -8128426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -8128443.000000 Penalty: 5404.736816
	Iteration 28Q: 3 clusters Score -8128443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -8128440.500000 Penalty: 5404.736816
	Iteration 29Q: 3 clusters Score -8128440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -8128443.500000 Penalty: 5404.736816
	Iteration 30Q: 3 clusters Score -8128444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -8128444.500000 Penalty: 5404.736816
	Iteration 31Q: 3 clusters Score -8128444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -8128441.000000 Penalty: 5404.736816
	Iteration 32Q: 3 clusters Score -8128441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -8128445.500000 Penalty: 5404.736816
	Iteration 33Q: 3 clusters Score -8128446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -8128452.500000 Penalty: 5404.736816
	Iteration 34Q: 3 clusters Score -8128452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -8128458.500000 Penalty: 5404.736816
	Iteration 35Q: 3 clusters Score -8128458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -8128464.000000 Penalty: 5404.736816
	Iteration 36Q: 3 clusters Score -8128464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -8128464.000000 Penalty: 5404.736816
	Iteration 37Q: 3 clusters Score -8128464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -8128463.500000 Penalty: 5404.736816
	Iteration 38Q: 3 clusters Score -8128464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -8128470.500000 Penalty: 5404.736816
	Iteration 39Q: 3 clusters Score -8128470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -8128467.500000 Penalty: 5404.736816
	Iteration 40F: 3 clusters Score -8128468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111562.101562 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111562.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112184.617188 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112184.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112670.812500 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112670.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113346.414062 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113346.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -113529.273438 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -113529.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -113654.078125 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -113714.304688 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -113774.101562 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -113840.984375 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -113872.148438 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -113890.085938 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -113890.085938 Penalty: 3339.176514
	Iteration 11F: 3 clusters Score -113890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 53995 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101977 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 57248 members 
Mstep: Class 18 contains 101349 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 178 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137776816.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137778336.000000 to -137776816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -502497.468750 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -502497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498729.687500 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -498729.7 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -499667.406250 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -499667.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -499967.375000 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -499967.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -500246.375000 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -500246.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -500503.156250 Penalty: 4095.920410
	Iteration 4F: 3 clusters Score -500503.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -500761.531250 Penalty: 4095.920410
	Iteration 5F: 3 clusters Score -500761.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -501029.593750 Penalty: 4095.920410
	Iteration 6F: 3 clusters Score -501029.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -501275.156250 Penalty: 4095.920410
	Iteration 7F: 3 clusters Score -501275.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501460.125000 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -501460.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -501633.687500 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -501633.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -501802.125000 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -501802.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -501945.093750 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -501945.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -502096.343750 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -502096.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -502199.687500 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -502199.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -502272.687500 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -502272.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -502339.468750 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -502339.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -502406.500000 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -502406.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -502467.593750 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -502467.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -502496.593750 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -502496.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -502516.625000 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -502516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -502539.625000 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -502539.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -502556.750000 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -502556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -502561.375000 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -502561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -502563.218750 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -502563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -502567.156250 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -502567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -502570.281250 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -502570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -502574.062500 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -502574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -502574.406250 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -502574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -502574.531250 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -502574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -502575.812500 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -502575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -502575.812500 Penalty: 4095.920410
	Iteration 30F: 3 clusters Score -502575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 53995 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 101977 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 57248 members 
Mstep: Class 18 contains 101349 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137776976.000000 Penalty: 88517.062500
Splitting cluster 7 changes total score from -137778336.000000 to -137776976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (101977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Entering Unmasked Estep 
Score: -15803038.000000 Penalty: 2860.060547
	Iteration 0F: 2 clusters Score -1.580304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -15738699.000000 Penalty: 5720.121094
	Iteration 0F: 3 clusters Score -1.57387e+07 nChanged 48227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -15766726.000000 Penalty: 5720.121094
	Iteration 1F: 3 clusters Score -1.576673e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -15767800.000000 Penalty: 5720.121094
	Iteration 2Q: 3 clusters Score -1.57678e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -15769187.000000 Penalty: 5720.121094
	Iteration 3Q: 3 clusters Score -1.576919e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -15771131.000000 Penalty: 5720.121094
	Iteration 4Q: 3 clusters Score -1.577113e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -15774061.000000 Penalty: 5720.121094
	Iteration 5F: 3 clusters Score -1.577406e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -15778463.000000 Penalty: 5720.121094
	Iteration 6F: 3 clusters Score -1.577846e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -15785111.000000 Penalty: 5720.121094
	Iteration 7F: 3 clusters Score -1.578511e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -15792206.000000 Penalty: 5720.121094
	Iteration 8F: 3 clusters Score -1.579221e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -15797134.000000 Penalty: 5720.121094
	Iteration 9F: 3 clusters Score -1.579713e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -15799418.000000 Penalty: 5720.121094
	Iteration 10Q: 3 clusters Score -1.579942e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -15800355.000000 Penalty: 5720.121094
	Iteration 11Q: 3 clusters Score -1.580036e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -15800578.000000 Penalty: 5720.121094
	Iteration 12Q: 3 clusters Score -1.580058e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -15800658.000000 Penalty: 5720.121094
	Iteration 13Q: 3 clusters Score -1.580066e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -15800716.000000 Penalty: 5720.121094
	Iteration 14Q: 3 clusters Score -1.580072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -15800761.000000 Penalty: 5720.121094
	Iteration 15Q: 3 clusters Score -1.580076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -15800760.000000 Penalty: 5720.121094
	Iteration 16Q: 3 clusters Score -1.580076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -15800799.000000 Penalty: 5720.121094
	Iteration 17Q: 3 clusters Score -1.58008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -15800787.000000 Penalty: 5720.121094
	Iteration 18Q: 3 clusters Score -1.580079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -15800808.000000 Penalty: 5720.121094
	Iteration 19Q: 3 clusters Score -1.580081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -15800804.000000 Penalty: 5720.121094
	Iteration 20F: 3 clusters Score -1.58008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101631 members 
Entering Unmasked Estep 
Score: -15800807.000000 Penalty: 5720.121094
	Iteration 21Q: 3 clusters Score -1.580081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101631 members 
Entering Unmasked Estep 
Score: -15800807.000000 Penalty: 5720.121094
	Iteration 22F: 3 clusters Score -1.580081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Entering Unmasked Estep 
Score: -6934626.500000 Penalty: 2657.093018
	Iteration 0F: 2 clusters Score -6934626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -6904329.500000 Penalty: 5314.186035
	Iteration 0F: 3 clusters Score -6904330 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6915595.000000 Penalty: 5314.186035
	Iteration 1F: 3 clusters Score -6915595 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6916097.000000 Penalty: 5314.186035
	Iteration 2Q: 3 clusters Score -6916097 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6916695.500000 Penalty: 5314.186035
	Iteration 3Q: 3 clusters Score -6916696 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -6917610.500000 Penalty: 5314.186035
	Iteration 4Q: 3 clusters Score -6917610 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6918927.000000 Penalty: 5314.186035
	Iteration 5F: 3 clusters Score -6918927 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6921020.500000 Penalty: 5314.186035
	Iteration 6F: 3 clusters Score -6921020 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -6923951.500000 Penalty: 5314.186035
	Iteration 7F: 3 clusters Score -6923952 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6927115.000000 Penalty: 5314.186035
	Iteration 8F: 3 clusters Score -6927115 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -6929581.000000 Penalty: 5314.186035
	Iteration 9F: 3 clusters Score -6929581 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -6930834.000000 Penalty: 5314.186035
	Iteration 10Q: 3 clusters Score -6930834 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6931228.500000 Penalty: 5314.186035
	Iteration 11Q: 3 clusters Score -6931228 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -6931461.500000 Penalty: 5314.186035
	Iteration 12Q: 3 clusters Score -6931462 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -6931584.000000 Penalty: 5314.186035
	Iteration 13Q: 3 clusters Score -6931584 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6931707.500000 Penalty: 5314.186035
	Iteration 14Q: 3 clusters Score -6931708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -6931798.500000 Penalty: 5314.186035
	Iteration 15Q: 3 clusters Score -6931798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -6931914.500000 Penalty: 5314.186035
	Iteration 16Q: 3 clusters Score -6931914 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -6931970.500000 Penalty: 5314.186035
	Iteration 17Q: 3 clusters Score -6931970 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -6932030.500000 Penalty: 5314.186035
	Iteration 18Q: 3 clusters Score -6932030 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -6932087.000000 Penalty: 5314.186035
	Iteration 19Q: 3 clusters Score -6932087 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6932143.500000 Penalty: 5314.186035
	Iteration 20F: 3 clusters Score -6932144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6932205.000000 Penalty: 5314.186035
	Iteration 21Q: 3 clusters Score -6932205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -6932244.500000 Penalty: 5314.186035
	Iteration 22Q: 3 clusters Score -6932244 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -6932289.500000 Penalty: 5314.186035
	Iteration 23Q: 3 clusters Score -6932290 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6932333.000000 Penalty: 5314.186035
	Iteration 24Q: 3 clusters Score -6932333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -6932387.000000 Penalty: 5314.186035
	Iteration 25Q: 3 clusters Score -6932387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -6932416.000000 Penalty: 5314.186035
	Iteration 26Q: 3 clusters Score -6932416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -6932457.500000 Penalty: 5314.186035
	Iteration 27Q: 3 clusters Score -6932458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6932471.500000 Penalty: 5314.186035
	Iteration 28Q: 3 clusters Score -6932472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6932514.500000 Penalty: 5314.186035
	Iteration 29Q: 3 clusters Score -6932514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -6932535.500000 Penalty: 5314.186035
	Iteration 30Q: 3 clusters Score -6932536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6932559.000000 Penalty: 5314.186035
	Iteration 31Q: 3 clusters Score -6932559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -6932591.000000 Penalty: 5314.186035
	Iteration 32Q: 3 clusters Score -6932591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6932570.000000 Penalty: 5314.186035
	Iteration 33Q: 3 clusters Score -6932570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -6932583.500000 Penalty: 5314.186035
	Iteration 34Q: 3 clusters Score -6932584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -6932585.500000 Penalty: 5314.186035
	Iteration 35Q: 3 clusters Score -6932586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -6932591.000000 Penalty: 5314.186035
	Iteration 36Q: 3 clusters Score -6932591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -6932603.500000 Penalty: 5314.186035
	Iteration 37Q: 3 clusters Score -6932604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -6932607.500000 Penalty: 5314.186035
	Iteration 38Q: 3 clusters Score -6932608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -6932616.000000 Penalty: 5314.186035
	Iteration 39Q: 3 clusters Score -6932616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -6932633.500000 Penalty: 5314.186035
	Iteration 40F: 3 clusters Score -6932634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -6932624.500000 Penalty: 5314.186035
	Iteration 41Q: 3 clusters Score -6932624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -6932638.000000 Penalty: 5314.186035
	Iteration 42Q: 3 clusters Score -6932638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -6932646.500000 Penalty: 5314.186035
	Iteration 43Q: 3 clusters Score -6932646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -6932651.000000 Penalty: 5314.186035
	Iteration 44Q: 3 clusters Score -6932651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -6932652.500000 Penalty: 5314.186035
	Iteration 45Q: 3 clusters Score -6932652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -6932669.500000 Penalty: 5314.186035
	Iteration 46Q: 3 clusters Score -6932670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -6932668.500000 Penalty: 5314.186035
	Iteration 47Q: 3 clusters Score -6932668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -6932682.000000 Penalty: 5314.186035
	Iteration 48Q: 3 clusters Score -6932682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -6932692.500000 Penalty: 5314.186035
	Iteration 49Q: 3 clusters Score -6932692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -6932698.000000 Penalty: 5314.186035
	Iteration 50Q: 3 clusters Score -6932698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -6932707.500000 Penalty: 5314.186035
	Iteration 51Q: 3 clusters Score -6932708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -6932704.000000 Penalty: 5314.186035
	Iteration 52Q: 3 clusters Score -6932704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -6932701.500000 Penalty: 5314.186035
	Iteration 53Q: 3 clusters Score -6932702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6932704.500000 Penalty: 5314.186035
	Iteration 54Q: 3 clusters Score -6932704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -6932697.000000 Penalty: 5314.186035
	Iteration 55Q: 3 clusters Score -6932697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6932697.500000 Penalty: 5314.186035
	Iteration 56Q: 3 clusters Score -6932698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6932708.000000 Penalty: 5314.186035
	Iteration 57Q: 3 clusters Score -6932708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -6932715.500000 Penalty: 5314.186035
	Iteration 58Q: 3 clusters Score -6932716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -6932721.000000 Penalty: 5314.186035
	Iteration 59Q: 3 clusters Score -6932721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -6932724.500000 Penalty: 5314.186035
	Iteration 60F: 3 clusters Score -6932724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -6932724.000000 Penalty: 5314.186035
	Iteration 61Q: 3 clusters Score -6932724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6932723.000000 Penalty: 5314.186035
	Iteration 62Q: 3 clusters Score -6932723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -6932726.000000 Penalty: 5314.186035
	Iteration 63Q: 3 clusters Score -6932726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -6932726.000000 Penalty: 5314.186035
	Iteration 64Q: 3 clusters Score -6932726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -6932725.500000 Penalty: 5314.186035
	Iteration 65Q: 3 clusters Score -6932726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6932719.500000 Penalty: 5314.186035
	Iteration 66Q: 3 clusters Score -6932720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -6932722.500000 Penalty: 5314.186035
	Iteration 67Q: 3 clusters Score -6932722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -6932722.500000 Penalty: 5314.186035
	Iteration 68F: 3 clusters Score -6932722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -85524.093750 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -85524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83884.476562 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -83884.48 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84342.976562 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -84342.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84684.656250 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -84684.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85141.937500 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -85141.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85537.101562 Penalty: 3226.126953
	Iteration 4F: 3 clusters Score -85537.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85759.953125 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -85759.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -86090.828125 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -86090.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -86137.179688 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -86137.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -86171.500000 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -86171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -86193.320312 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -86193.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -86217.781250 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -86217.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -86231.257812 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -86231.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -86238.851562 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -86238.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -86238.851562 Penalty: 3226.126953
	Iteration 13F: 3 clusters Score -86238.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 53995 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101977 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 57248 members 
Mstep: Class 18 contains 101349 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777200.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137778336.000000 to -137777200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Entering Unmasked Estep 
Score: -5742521.500000 Penalty: 2615.811768
	Iteration 0F: 2 clusters Score -5742522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -5716714.000000 Penalty: 5231.623535
	Iteration 0F: 3 clusters Score -5716714 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5726339.000000 Penalty: 5231.623535
	Iteration 1F: 3 clusters Score -5726339 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5726978.000000 Penalty: 5231.623535
	Iteration 2Q: 3 clusters Score -5726978 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5727712.500000 Penalty: 5231.623535
	Iteration 3Q: 3 clusters Score -5727712 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5728531.000000 Penalty: 5231.623535
	Iteration 4Q: 3 clusters Score -5728531 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5729790.000000 Penalty: 5231.623535
	Iteration 5F: 3 clusters Score -5729790 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5731527.500000 Penalty: 5231.623535
	Iteration 6F: 3 clusters Score -5731528 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5733692.000000 Penalty: 5231.623535
	Iteration 7F: 3 clusters Score -5733692 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5736112.000000 Penalty: 5231.623535
	Iteration 8F: 3 clusters Score -5736112 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5737993.500000 Penalty: 5231.623535
	Iteration 9F: 3 clusters Score -5737994 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5739150.500000 Penalty: 5231.623535
	Iteration 10Q: 3 clusters Score -5739150 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5739641.500000 Penalty: 5231.623535
	Iteration 11Q: 3 clusters Score -5739642 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5739890.000000 Penalty: 5231.623535
	Iteration 12Q: 3 clusters Score -5739890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5740022.000000 Penalty: 5231.623535
	Iteration 13Q: 3 clusters Score -5740022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5740104.500000 Penalty: 5231.623535
	Iteration 14Q: 3 clusters Score -5740104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -5740142.500000 Penalty: 5231.623535
	Iteration 15Q: 3 clusters Score -5740142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5740165.000000 Penalty: 5231.623535
	Iteration 16Q: 3 clusters Score -5740165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5740162.000000 Penalty: 5231.623535
	Iteration 17Q: 3 clusters Score -5740162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5740175.500000 Penalty: 5231.623535
	Iteration 18Q: 3 clusters Score -5740176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5740190.000000 Penalty: 5231.623535
	Iteration 19Q: 3 clusters Score -5740190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5740205.000000 Penalty: 5231.623535
	Iteration 20F: 3 clusters Score -5740205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5740204.000000 Penalty: 5231.623535
	Iteration 21Q: 3 clusters Score -5740204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5740207.500000 Penalty: 5231.623535
	Iteration 22Q: 3 clusters Score -5740208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5740205.500000 Penalty: 5231.623535
	Iteration 23Q: 3 clusters Score -5740206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5740214.500000 Penalty: 5231.623535
	Iteration 24Q: 3 clusters Score -5740214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5740214.500000 Penalty: 5231.623535
	Iteration 25F: 3 clusters Score -5740214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Entering Unmasked Estep 
Score: -12843643.000000 Penalty: 2809.666992
	Iteration 0F: 2 clusters Score -1.284364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -12788373.000000 Penalty: 5619.333984
	Iteration 0F: 3 clusters Score -1.278837e+07 nChanged 39114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -12810599.000000 Penalty: 5619.333984
	Iteration 1F: 3 clusters Score -1.28106e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -12811399.000000 Penalty: 5619.333984
	Iteration 2Q: 3 clusters Score -1.28114e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -12812400.000000 Penalty: 5619.333984
	Iteration 3Q: 3 clusters Score -1.28124e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -12813868.000000 Penalty: 5619.333984
	Iteration 4Q: 3 clusters Score -1.281387e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -12816011.000000 Penalty: 5619.333984
	Iteration 5F: 3 clusters Score -1.281601e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -12819238.000000 Penalty: 5619.333984
	Iteration 6F: 3 clusters Score -1.281924e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -12823648.000000 Penalty: 5619.333984
	Iteration 7F: 3 clusters Score -1.282365e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -12828920.000000 Penalty: 5619.333984
	Iteration 8F: 3 clusters Score -1.282892e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -12833767.000000 Penalty: 5619.333984
	Iteration 9F: 3 clusters Score -1.283377e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -12837492.000000 Penalty: 5619.333984
	Iteration 10Q: 3 clusters Score -1.283749e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -12839708.000000 Penalty: 5619.333984
	Iteration 11Q: 3 clusters Score -1.283971e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12840865.000000 Penalty: 5619.333984
	Iteration 12Q: 3 clusters Score -1.284086e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12841478.000000 Penalty: 5619.333984
	Iteration 13Q: 3 clusters Score -1.284148e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12841707.000000 Penalty: 5619.333984
	Iteration 14Q: 3 clusters Score -1.284171e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12841796.000000 Penalty: 5619.333984
	Iteration 15Q: 3 clusters Score -1.28418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12841881.000000 Penalty: 5619.333984
	Iteration 16Q: 3 clusters Score -1.284188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12841895.000000 Penalty: 5619.333984
	Iteration 17Q: 3 clusters Score -1.28419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12841906.000000 Penalty: 5619.333984
	Iteration 18Q: 3 clusters Score -1.284191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12841912.000000 Penalty: 5619.333984
	Iteration 19Q: 3 clusters Score -1.284191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12841954.000000 Penalty: 5619.333984
	Iteration 20F: 3 clusters Score -1.284195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12841951.000000 Penalty: 5619.333984
	Iteration 21Q: 3 clusters Score -1.284195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12841955.000000 Penalty: 5619.333984
	Iteration 22Q: 3 clusters Score -1.284196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12841981.000000 Penalty: 5619.333984
	Iteration 23Q: 3 clusters Score -1.284198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12841999.000000 Penalty: 5619.333984
	Iteration 24Q: 3 clusters Score -1.2842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12842002.000000 Penalty: 5619.333984
	Iteration 25Q: 3 clusters Score -1.2842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12842012.000000 Penalty: 5619.333984
	Iteration 26Q: 3 clusters Score -1.284201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12842015.000000 Penalty: 5619.333984
	Iteration 27Q: 3 clusters Score -1.284202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12842012.000000 Penalty: 5619.333984
	Iteration 28Q: 3 clusters Score -1.284201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12842020.000000 Penalty: 5619.333984
	Iteration 29Q: 3 clusters Score -1.284202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12842026.000000 Penalty: 5619.333984
	Iteration 30Q: 3 clusters Score -1.284203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12842030.000000 Penalty: 5619.333984
	Iteration 31Q: 3 clusters Score -1.284203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12842030.000000 Penalty: 5619.333984
	Iteration 32Q: 3 clusters Score -1.284203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12842029.000000 Penalty: 5619.333984
	Iteration 33Q: 3 clusters Score -1.284203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12842029.000000 Penalty: 5619.333984
	Iteration 34F: 3 clusters Score -1.284203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Entering Unmasked Estep 
Score: -6071624.000000 Penalty: 2629.978516
	Iteration 0F: 2 clusters Score -6071624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -6044387.000000 Penalty: 5259.957031
	Iteration 0F: 3 clusters Score -6044387 nChanged 18537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -6054469.500000 Penalty: 5259.957031
	Iteration 1F: 3 clusters Score -6054470 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -6055140.000000 Penalty: 5259.957031
	Iteration 2Q: 3 clusters Score -6055140 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6055835.000000 Penalty: 5259.957031
	Iteration 3Q: 3 clusters Score -6055835 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -6056516.500000 Penalty: 5259.957031
	Iteration 4Q: 3 clusters Score -6056516 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -6057303.500000 Penalty: 5259.957031
	Iteration 5Q: 3 clusters Score -6057304 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -6058177.000000 Penalty: 5259.957031
	Iteration 6Q: 3 clusters Score -6058177 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -6059060.500000 Penalty: 5259.957031
	Iteration 7Q: 3 clusters Score -6059060 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -6060018.500000 Penalty: 5259.957031
	Iteration 8Q: 3 clusters Score -6060018 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -6060790.500000 Penalty: 5259.957031
	Iteration 9Q: 3 clusters Score -6060790 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6061604.500000 Penalty: 5259.957031
	Iteration 10Q: 3 clusters Score -6061604 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6062468.500000 Penalty: 5259.957031
	Iteration 11Q: 3 clusters Score -6062468 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6063405.000000 Penalty: 5259.957031
	Iteration 12Q: 3 clusters Score -6063405 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6064355.000000 Penalty: 5259.957031
	Iteration 13Q: 3 clusters Score -6064355 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -6065045.000000 Penalty: 5259.957031
	Iteration 14Q: 3 clusters Score -6065045 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -6065445.500000 Penalty: 5259.957031
	Iteration 15Q: 3 clusters Score -6065446 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -6065734.000000 Penalty: 5259.957031
	Iteration 16Q: 3 clusters Score -6065734 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -6066008.000000 Penalty: 5259.957031
	Iteration 17Q: 3 clusters Score -6066008 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -6066199.500000 Penalty: 5259.957031
	Iteration 18Q: 3 clusters Score -6066200 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6066368.000000 Penalty: 5259.957031
	Iteration 19Q: 3 clusters Score -6066368 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -6066476.000000 Penalty: 5259.957031
	Iteration 20F: 3 clusters Score -6066476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -6066634.500000 Penalty: 5259.957031
	Iteration 21Q: 3 clusters Score -6066634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6066769.500000 Penalty: 5259.957031
	Iteration 22Q: 3 clusters Score -6066770 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -6066905.500000 Penalty: 5259.957031
	Iteration 23Q: 3 clusters Score -6066906 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6067028.000000 Penalty: 5259.957031
	Iteration 24Q: 3 clusters Score -6067028 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -6067172.500000 Penalty: 5259.957031
	Iteration 25Q: 3 clusters Score -6067172 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6067309.500000 Penalty: 5259.957031
	Iteration 26Q: 3 clusters Score -6067310 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6067457.500000 Penalty: 5259.957031
	Iteration 27Q: 3 clusters Score -6067458 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -6067597.000000 Penalty: 5259.957031
	Iteration 28Q: 3 clusters Score -6067597 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6067701.500000 Penalty: 5259.957031
	Iteration 29Q: 3 clusters Score -6067702 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6067785.000000 Penalty: 5259.957031
	Iteration 30Q: 3 clusters Score -6067785 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6067891.000000 Penalty: 5259.957031
	Iteration 31Q: 3 clusters Score -6067891 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6067963.000000 Penalty: 5259.957031
	Iteration 32Q: 3 clusters Score -6067963 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6068074.500000 Penalty: 5259.957031
	Iteration 33Q: 3 clusters Score -6068074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6068153.000000 Penalty: 5259.957031
	Iteration 34Q: 3 clusters Score -6068153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6068249.500000 Penalty: 5259.957031
	Iteration 35Q: 3 clusters Score -6068250 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6068336.500000 Penalty: 5259.957031
	Iteration 36Q: 3 clusters Score -6068336 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6068452.000000 Penalty: 5259.957031
	Iteration 37Q: 3 clusters Score -6068452 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6068546.000000 Penalty: 5259.957031
	Iteration 38Q: 3 clusters Score -6068546 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6068646.500000 Penalty: 5259.957031
	Iteration 39Q: 3 clusters Score -6068646 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6068728.500000 Penalty: 5259.957031
	Iteration 40F: 3 clusters Score -6068728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6068803.500000 Penalty: 5259.957031
	Iteration 41Q: 3 clusters Score -6068804 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6068841.500000 Penalty: 5259.957031
	Iteration 42Q: 3 clusters Score -6068842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6068913.000000 Penalty: 5259.957031
	Iteration 43Q: 3 clusters Score -6068913 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6068973.000000 Penalty: 5259.957031
	Iteration 44Q: 3 clusters Score -6068973 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6069047.500000 Penalty: 5259.957031
	Iteration 45Q: 3 clusters Score -6069048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6069099.500000 Penalty: 5259.957031
	Iteration 46Q: 3 clusters Score -6069100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6069154.000000 Penalty: 5259.957031
	Iteration 47Q: 3 clusters Score -6069154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6069217.000000 Penalty: 5259.957031
	Iteration 48Q: 3 clusters Score -6069217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6069277.500000 Penalty: 5259.957031
	Iteration 49Q: 3 clusters Score -6069278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6069276.000000 Penalty: 5259.957031
	Iteration 50Q: 3 clusters Score -6069276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6069311.500000 Penalty: 5259.957031
	Iteration 51Q: 3 clusters Score -6069312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6069338.000000 Penalty: 5259.957031
	Iteration 52Q: 3 clusters Score -6069338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6069352.000000 Penalty: 5259.957031
	Iteration 53Q: 3 clusters Score -6069352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6069382.500000 Penalty: 5259.957031
	Iteration 54Q: 3 clusters Score -6069382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6069403.500000 Penalty: 5259.957031
	Iteration 55Q: 3 clusters Score -6069404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6069418.500000 Penalty: 5259.957031
	Iteration 56Q: 3 clusters Score -6069418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6069430.500000 Penalty: 5259.957031
	Iteration 57Q: 3 clusters Score -6069430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6069442.500000 Penalty: 5259.957031
	Iteration 58Q: 3 clusters Score -6069442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6069441.000000 Penalty: 5259.957031
	Iteration 59Q: 3 clusters Score -6069441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6069463.500000 Penalty: 5259.957031
	Iteration 60F: 3 clusters Score -6069464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6069479.000000 Penalty: 5259.957031
	Iteration 61Q: 3 clusters Score -6069479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6069495.000000 Penalty: 5259.957031
	Iteration 62Q: 3 clusters Score -6069495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6069490.500000 Penalty: 5259.957031
	Iteration 63Q: 3 clusters Score -6069490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6069513.000000 Penalty: 5259.957031
	Iteration 64Q: 3 clusters Score -6069513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6069529.500000 Penalty: 5259.957031
	Iteration 65Q: 3 clusters Score -6069530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6069534.500000 Penalty: 5259.957031
	Iteration 66Q: 3 clusters Score -6069534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6069534.500000 Penalty: 5259.957031
	Iteration 67Q: 3 clusters Score -6069534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6069540.500000 Penalty: 5259.957031
	Iteration 68Q: 3 clusters Score -6069540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6069549.000000 Penalty: 5259.957031
	Iteration 69Q: 3 clusters Score -6069549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6069557.000000 Penalty: 5259.957031
	Iteration 70Q: 3 clusters Score -6069557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6069564.500000 Penalty: 5259.957031
	Iteration 71Q: 3 clusters Score -6069564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6069573.000000 Penalty: 5259.957031
	Iteration 72Q: 3 clusters Score -6069573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6069569.000000 Penalty: 5259.957031
	Iteration 73Q: 3 clusters Score -6069569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6069569.000000 Penalty: 5259.957031
	Iteration 74Q: 3 clusters Score -6069569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6069573.500000 Penalty: 5259.957031
	Iteration 75Q: 3 clusters Score -6069574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6069564.000000 Penalty: 5259.957031
	Iteration 76Q: 3 clusters Score -6069564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6069571.000000 Penalty: 5259.957031
	Iteration 77Q: 3 clusters Score -6069571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6069575.000000 Penalty: 5259.957031
	Iteration 78Q: 3 clusters Score -6069575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6069577.500000 Penalty: 5259.957031
	Iteration 79Q: 3 clusters Score -6069578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6069576.500000 Penalty: 5259.957031
	Iteration 80F: 3 clusters Score -6069576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6069574.000000 Penalty: 5259.957031
	Iteration 81Q: 3 clusters Score -6069574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6069574.000000 Penalty: 5259.957031
	Iteration 82Q: 3 clusters Score -6069574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6069582.000000 Penalty: 5259.957031
	Iteration 83Q: 3 clusters Score -6069582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6069583.500000 Penalty: 5259.957031
	Iteration 84Q: 3 clusters Score -6069584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6069584.000000 Penalty: 5259.957031
	Iteration 85Q: 3 clusters Score -6069584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6069585.500000 Penalty: 5259.957031
	Iteration 86Q: 3 clusters Score -6069586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6069585.500000 Penalty: 5259.957031
	Iteration 87F: 3 clusters Score -6069586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Entering Unmasked Estep 
Score: -10647091.000000 Penalty: 2764.210938
	Iteration 0F: 2 clusters Score -1.064709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -10600673.000000 Penalty: 5528.421875
	Iteration 0F: 3 clusters Score -1.060067e+07 nChanged 32485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -10619320.000000 Penalty: 5528.421875
	Iteration 1F: 3 clusters Score -1.061932e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -10620100.000000 Penalty: 5528.421875
	Iteration 2Q: 3 clusters Score -1.06201e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -10621033.000000 Penalty: 5528.421875
	Iteration 3Q: 3 clusters Score -1.062103e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -10622055.000000 Penalty: 5528.421875
	Iteration 4Q: 3 clusters Score -1.062206e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -10623443.000000 Penalty: 5528.421875
	Iteration 5Q: 3 clusters Score -1.062344e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -10625073.000000 Penalty: 5528.421875
	Iteration 6F: 3 clusters Score -1.062507e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -10627141.000000 Penalty: 5528.421875
	Iteration 7F: 3 clusters Score -1.062714e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -10629403.000000 Penalty: 5528.421875
	Iteration 8F: 3 clusters Score -1.06294e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -10631708.000000 Penalty: 5528.421875
	Iteration 9F: 3 clusters Score -1.063171e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -10634083.000000 Penalty: 5528.421875
	Iteration 10Q: 3 clusters Score -1.063408e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -10636232.000000 Penalty: 5528.421875
	Iteration 11Q: 3 clusters Score -1.063623e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -10637885.000000 Penalty: 5528.421875
	Iteration 12Q: 3 clusters Score -1.063788e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -10639058.000000 Penalty: 5528.421875
	Iteration 13Q: 3 clusters Score -1.063906e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -10639779.000000 Penalty: 5528.421875
	Iteration 14Q: 3 clusters Score -1.063978e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -10640346.000000 Penalty: 5528.421875
	Iteration 15Q: 3 clusters Score -1.064035e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -10640782.000000 Penalty: 5528.421875
	Iteration 16Q: 3 clusters Score -1.064078e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -10641170.000000 Penalty: 5528.421875
	Iteration 17Q: 3 clusters Score -1.064117e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -10641565.000000 Penalty: 5528.421875
	Iteration 18Q: 3 clusters Score -1.064156e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -10641900.000000 Penalty: 5528.421875
	Iteration 19Q: 3 clusters Score -1.06419e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -10642195.000000 Penalty: 5528.421875
	Iteration 20F: 3 clusters Score -1.06422e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -10642486.000000 Penalty: 5528.421875
	Iteration 21Q: 3 clusters Score -1.064249e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -10642782.000000 Penalty: 5528.421875
	Iteration 22Q: 3 clusters Score -1.064278e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -10643016.000000 Penalty: 5528.421875
	Iteration 23Q: 3 clusters Score -1.064302e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -10643301.000000 Penalty: 5528.421875
	Iteration 24Q: 3 clusters Score -1.06433e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -10643520.000000 Penalty: 5528.421875
	Iteration 25Q: 3 clusters Score -1.064352e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -10643744.000000 Penalty: 5528.421875
	Iteration 26Q: 3 clusters Score -1.064374e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -10643932.000000 Penalty: 5528.421875
	Iteration 27Q: 3 clusters Score -1.064393e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10644081.000000 Penalty: 5528.421875
	Iteration 28Q: 3 clusters Score -1.064408e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10644208.000000 Penalty: 5528.421875
	Iteration 29Q: 3 clusters Score -1.064421e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10644328.000000 Penalty: 5528.421875
	Iteration 30Q: 3 clusters Score -1.064433e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10644388.000000 Penalty: 5528.421875
	Iteration 31Q: 3 clusters Score -1.064439e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10644445.000000 Penalty: 5528.421875
	Iteration 32Q: 3 clusters Score -1.064444e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10644525.000000 Penalty: 5528.421875
	Iteration 33Q: 3 clusters Score -1.064452e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10644562.000000 Penalty: 5528.421875
	Iteration 34Q: 3 clusters Score -1.064456e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10644629.000000 Penalty: 5528.421875
	Iteration 35Q: 3 clusters Score -1.064463e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10644677.000000 Penalty: 5528.421875
	Iteration 36Q: 3 clusters Score -1.064468e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10644708.000000 Penalty: 5528.421875
	Iteration 37Q: 3 clusters Score -1.064471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10644724.000000 Penalty: 5528.421875
	Iteration 38Q: 3 clusters Score -1.064472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10644748.000000 Penalty: 5528.421875
	Iteration 39Q: 3 clusters Score -1.064475e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10644776.000000 Penalty: 5528.421875
	Iteration 40F: 3 clusters Score -1.064478e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10644778.000000 Penalty: 5528.421875
	Iteration 41Q: 3 clusters Score -1.064478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10644791.000000 Penalty: 5528.421875
	Iteration 42Q: 3 clusters Score -1.064479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10644797.000000 Penalty: 5528.421875
	Iteration 43Q: 3 clusters Score -1.06448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10644813.000000 Penalty: 5528.421875
	Iteration 44Q: 3 clusters Score -1.064481e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10644833.000000 Penalty: 5528.421875
	Iteration 45Q: 3 clusters Score -1.064483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10644864.000000 Penalty: 5528.421875
	Iteration 46Q: 3 clusters Score -1.064486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10644861.000000 Penalty: 5528.421875
	Iteration 47Q: 3 clusters Score -1.064486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10644872.000000 Penalty: 5528.421875
	Iteration 48Q: 3 clusters Score -1.064487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10644877.000000 Penalty: 5528.421875
	Iteration 49Q: 3 clusters Score -1.064488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10644888.000000 Penalty: 5528.421875
	Iteration 50Q: 3 clusters Score -1.064489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10644896.000000 Penalty: 5528.421875
	Iteration 51Q: 3 clusters Score -1.06449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10644909.000000 Penalty: 5528.421875
	Iteration 52Q: 3 clusters Score -1.064491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10644915.000000 Penalty: 5528.421875
	Iteration 53Q: 3 clusters Score -1.064492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10644928.000000 Penalty: 5528.421875
	Iteration 54Q: 3 clusters Score -1.064493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10644927.000000 Penalty: 5528.421875
	Iteration 55Q: 3 clusters Score -1.064493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10644943.000000 Penalty: 5528.421875
	Iteration 56Q: 3 clusters Score -1.064494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10644943.000000 Penalty: 5528.421875
	Iteration 57Q: 3 clusters Score -1.064494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10644954.000000 Penalty: 5528.421875
	Iteration 58Q: 3 clusters Score -1.064495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10644967.000000 Penalty: 5528.421875
	Iteration 59Q: 3 clusters Score -1.064497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10644956.000000 Penalty: 5528.421875
	Iteration 60F: 3 clusters Score -1.064496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10644981.000000 Penalty: 5528.421875
	Iteration 61Q: 3 clusters Score -1.064498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10644967.000000 Penalty: 5528.421875
	Iteration 62Q: 3 clusters Score -1.064497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10644976.000000 Penalty: 5528.421875
	Iteration 63Q: 3 clusters Score -1.064498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10644971.000000 Penalty: 5528.421875
	Iteration 64Q: 3 clusters Score -1.064497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10644968.000000 Penalty: 5528.421875
	Iteration 65Q: 3 clusters Score -1.064497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10644968.000000 Penalty: 5528.421875
	Iteration 66Q: 3 clusters Score -1.064497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10644972.000000 Penalty: 5528.421875
	Iteration 67Q: 3 clusters Score -1.064497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10644980.000000 Penalty: 5528.421875
	Iteration 68Q: 3 clusters Score -1.064498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10644980.000000 Penalty: 5528.421875
	Iteration 69Q: 3 clusters Score -1.064498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10644977.000000 Penalty: 5528.421875
	Iteration 70Q: 3 clusters Score -1.064498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10644989.000000 Penalty: 5528.421875
	Iteration 71Q: 3 clusters Score -1.064499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10644988.000000 Penalty: 5528.421875
	Iteration 72Q: 3 clusters Score -1.064499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10644991.000000 Penalty: 5528.421875
	Iteration 73Q: 3 clusters Score -1.064499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10644997.000000 Penalty: 5528.421875
	Iteration 74Q: 3 clusters Score -1.0645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10644995.000000 Penalty: 5528.421875
	Iteration 75Q: 3 clusters Score -1.0645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10644996.000000 Penalty: 5528.421875
	Iteration 76Q: 3 clusters Score -1.0645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10644997.000000 Penalty: 5528.421875
	Iteration 77Q: 3 clusters Score -1.0645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10645013.000000 Penalty: 5528.421875
	Iteration 78Q: 3 clusters Score -1.064501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10645020.000000 Penalty: 5528.421875
	Iteration 79Q: 3 clusters Score -1.064502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10645023.000000 Penalty: 5528.421875
	Iteration 80F: 3 clusters Score -1.064502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10645034.000000 Penalty: 5528.421875
	Iteration 81Q: 3 clusters Score -1.064503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10645032.000000 Penalty: 5528.421875
	Iteration 82Q: 3 clusters Score -1.064503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10645041.000000 Penalty: 5528.421875
	Iteration 83Q: 3 clusters Score -1.064504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10645037.000000 Penalty: 5528.421875
	Iteration 84Q: 3 clusters Score -1.064504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10645037.000000 Penalty: 5528.421875
	Iteration 85Q: 3 clusters Score -1.064504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10645033.000000 Penalty: 5528.421875
	Iteration 86Q: 3 clusters Score -1.064503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10645033.000000 Penalty: 5528.421875
	Iteration 87F: 3 clusters Score -1.064503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -879339.937500 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -879339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -874205.750000 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -874205.8 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -875550.625000 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -875550.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -875902.062500 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -875902.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -876197.187500 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -876197.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -876486.562500 Penalty: 4313.551758
	Iteration 4F: 3 clusters Score -876486.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -876749.625000 Penalty: 4313.551758
	Iteration 5F: 3 clusters Score -876749.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -876985.687500 Penalty: 4313.551758
	Iteration 6F: 3 clusters Score -876985.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -877179.437500 Penalty: 4313.551758
	Iteration 7Q: 3 clusters Score -877179.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -877405.937500 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -877405.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -877645.875000 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -877645.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -877886.250000 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -877886.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -878123.500000 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -878123.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -878285.125000 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -878285.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -878361.062500 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -878361.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -878405.062500 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -878405.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -878439.187500 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -878439.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -878461.812500 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -878461.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -878482.187500 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -878482.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -878497.625000 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -878497.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -878515.187500 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -878515.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -878532.375000 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -878532.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -878551.125000 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -878551.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -878560.875000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -878560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -878567.062500 Penalty: 4313.551758
	Iteration 23Q: 3 clusters Score -878567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -878568.250000 Penalty: 4313.551758
	Iteration 24Q: 3 clusters Score -878568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -878568.062500 Penalty: 4313.551758
	Iteration 25Q: 3 clusters Score -878568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -878568.375000 Penalty: 4313.551758
	Iteration 26Q: 3 clusters Score -878568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -878568.375000 Penalty: 4313.551758
	Iteration 27F: 3 clusters Score -878568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Entering Unmasked Estep 
Score: -3679037.500000 Penalty: 2518.667725
	Iteration 0F: 2 clusters Score -3679038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3661122.250000 Penalty: 5037.335449
	Iteration 0F: 3 clusters Score -3661122 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3667279.250000 Penalty: 5037.335449
	Iteration 1F: 3 clusters Score -3667279 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3667783.250000 Penalty: 5037.335449
	Iteration 2F: 3 clusters Score -3667783 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3668166.000000 Penalty: 5037.335449
	Iteration 3Q: 3 clusters Score -3668166 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3668529.250000 Penalty: 5037.335449
	Iteration 4Q: 3 clusters Score -3668529 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3668887.750000 Penalty: 5037.335449
	Iteration 5Q: 3 clusters Score -3668888 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3669276.750000 Penalty: 5037.335449
	Iteration 6Q: 3 clusters Score -3669277 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3669687.250000 Penalty: 5037.335449
	Iteration 7Q: 3 clusters Score -3669687 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3670163.250000 Penalty: 5037.335449
	Iteration 8Q: 3 clusters Score -3670163 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3670673.750000 Penalty: 5037.335449
	Iteration 9Q: 3 clusters Score -3670674 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3671239.250000 Penalty: 5037.335449
	Iteration 10Q: 3 clusters Score -3671239 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3671889.500000 Penalty: 5037.335449
	Iteration 11Q: 3 clusters Score -3671890 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3672647.500000 Penalty: 5037.335449
	Iteration 12Q: 3 clusters Score -3672648 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3673456.250000 Penalty: 5037.335449
	Iteration 13Q: 3 clusters Score -3673456 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3674316.000000 Penalty: 5037.335449
	Iteration 14Q: 3 clusters Score -3674316 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3675031.000000 Penalty: 5037.335449
	Iteration 15Q: 3 clusters Score -3675031 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3675569.750000 Penalty: 5037.335449
	Iteration 16Q: 3 clusters Score -3675570 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3675961.000000 Penalty: 5037.335449
	Iteration 17Q: 3 clusters Score -3675961 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3676288.750000 Penalty: 5037.335449
	Iteration 18Q: 3 clusters Score -3676289 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3676579.250000 Penalty: 5037.335449
	Iteration 19Q: 3 clusters Score -3676579 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3676805.500000 Penalty: 5037.335449
	Iteration 20F: 3 clusters Score -3676806 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3676983.750000 Penalty: 5037.335449
	Iteration 21Q: 3 clusters Score -3676984 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3677110.000000 Penalty: 5037.335449
	Iteration 22Q: 3 clusters Score -3677110 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3677201.500000 Penalty: 5037.335449
	Iteration 23Q: 3 clusters Score -3677202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3677257.000000 Penalty: 5037.335449
	Iteration 24Q: 3 clusters Score -3677257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3677304.000000 Penalty: 5037.335449
	Iteration 25Q: 3 clusters Score -3677304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3677340.500000 Penalty: 5037.335449
	Iteration 26Q: 3 clusters Score -3677340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3677360.250000 Penalty: 5037.335449
	Iteration 27Q: 3 clusters Score -3677360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3677384.000000 Penalty: 5037.335449
	Iteration 28Q: 3 clusters Score -3677384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3677399.500000 Penalty: 5037.335449
	Iteration 29Q: 3 clusters Score -3677400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3677409.500000 Penalty: 5037.335449
	Iteration 30Q: 3 clusters Score -3677410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3677422.750000 Penalty: 5037.335449
	Iteration 31Q: 3 clusters Score -3677423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3677436.000000 Penalty: 5037.335449
	Iteration 32Q: 3 clusters Score -3677436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3677451.250000 Penalty: 5037.335449
	Iteration 33Q: 3 clusters Score -3677451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3677467.000000 Penalty: 5037.335449
	Iteration 34Q: 3 clusters Score -3677467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3677476.500000 Penalty: 5037.335449
	Iteration 35Q: 3 clusters Score -3677476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3677489.750000 Penalty: 5037.335449
	Iteration 36Q: 3 clusters Score -3677490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3677496.250000 Penalty: 5037.335449
	Iteration 37Q: 3 clusters Score -3677496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3677501.500000 Penalty: 5037.335449
	Iteration 38Q: 3 clusters Score -3677502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3677505.750000 Penalty: 5037.335449
	Iteration 39Q: 3 clusters Score -3677506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3677505.250000 Penalty: 5037.335449
	Iteration 40F: 3 clusters Score -3677505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3677513.000000 Penalty: 5037.335449
	Iteration 41Q: 3 clusters Score -3677513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3677513.250000 Penalty: 5037.335449
	Iteration 42Q: 3 clusters Score -3677513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3677516.250000 Penalty: 5037.335449
	Iteration 43Q: 3 clusters Score -3677516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3677519.750000 Penalty: 5037.335449
	Iteration 44Q: 3 clusters Score -3677520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3677518.250000 Penalty: 5037.335449
	Iteration 45Q: 3 clusters Score -3677518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3677524.250000 Penalty: 5037.335449
	Iteration 46Q: 3 clusters Score -3677524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3677524.250000 Penalty: 5037.335449
	Iteration 47F: 3 clusters Score -3677524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Entering Unmasked Estep 
Score: -8939511.000000 Penalty: 2716.876709
	Iteration 0F: 2 clusters Score -8939511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -8901293.000000 Penalty: 5433.753418
	Iteration 0F: 3 clusters Score -8901293 nChanged 26657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8916101.000000 Penalty: 5433.753418
	Iteration 1F: 3 clusters Score -8916101 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -8916832.000000 Penalty: 5433.753418
	Iteration 2Q: 3 clusters Score -8916832 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -8917536.000000 Penalty: 5433.753418
	Iteration 3Q: 3 clusters Score -8917536 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -8918278.000000 Penalty: 5433.753418
	Iteration 4Q: 3 clusters Score -8918278 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -8919058.000000 Penalty: 5433.753418
	Iteration 5Q: 3 clusters Score -8919058 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -8920131.000000 Penalty: 5433.753418
	Iteration 6Q: 3 clusters Score -8920131 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8921710.000000 Penalty: 5433.753418
	Iteration 7Q: 3 clusters Score -8921710 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -8923915.000000 Penalty: 5433.753418
	Iteration 8F: 3 clusters Score -8923915 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -8926273.000000 Penalty: 5433.753418
	Iteration 9F: 3 clusters Score -8926273 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -8928122.000000 Penalty: 5433.753418
	Iteration 10F: 3 clusters Score -8928122 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8929112.000000 Penalty: 5433.753418
	Iteration 11Q: 3 clusters Score -8929112 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8929559.000000 Penalty: 5433.753418
	Iteration 12Q: 3 clusters Score -8929559 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -8929904.000000 Penalty: 5433.753418
	Iteration 13Q: 3 clusters Score -8929904 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -8930251.000000 Penalty: 5433.753418
	Iteration 14Q: 3 clusters Score -8930251 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -8930612.000000 Penalty: 5433.753418
	Iteration 15Q: 3 clusters Score -8930612 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -8931020.000000 Penalty: 5433.753418
	Iteration 16Q: 3 clusters Score -8931020 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8931512.000000 Penalty: 5433.753418
	Iteration 17Q: 3 clusters Score -8931512 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8931973.000000 Penalty: 5433.753418
	Iteration 18Q: 3 clusters Score -8931973 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5433.753418
	Iteration 19Q: 3 clusters Score -8932361 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8932798.000000 Penalty: 5433.753418
	Iteration 20F: 3 clusters Score -8932798 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8933195.000000 Penalty: 5433.753418
	Iteration 21Q: 3 clusters Score -8933195 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8933586.000000 Penalty: 5433.753418
	Iteration 22Q: 3 clusters Score -8933586 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8933933.000000 Penalty: 5433.753418
	Iteration 23Q: 3 clusters Score -8933933 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8934189.000000 Penalty: 5433.753418
	Iteration 24Q: 3 clusters Score -8934189 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -8934436.000000 Penalty: 5433.753418
	Iteration 25Q: 3 clusters Score -8934436 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -8934602.000000 Penalty: 5433.753418
	Iteration 26Q: 3 clusters Score -8934602 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -8934816.000000 Penalty: 5433.753418
	Iteration 27Q: 3 clusters Score -8934816 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -8935026.000000 Penalty: 5433.753418
	Iteration 28Q: 3 clusters Score -8935026 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -8935193.000000 Penalty: 5433.753418
	Iteration 29Q: 3 clusters Score -8935193 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -8935301.000000 Penalty: 5433.753418
	Iteration 30Q: 3 clusters Score -8935301 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -8935397.000000 Penalty: 5433.753418
	Iteration 31Q: 3 clusters Score -8935397 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -8935503.000000 Penalty: 5433.753418
	Iteration 32Q: 3 clusters Score -8935503 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -8935608.000000 Penalty: 5433.753418
	Iteration 33Q: 3 clusters Score -8935608 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -8935744.000000 Penalty: 5433.753418
	Iteration 34Q: 3 clusters Score -8935744 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -8935866.000000 Penalty: 5433.753418
	Iteration 35Q: 3 clusters Score -8935866 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -8935964.000000 Penalty: 5433.753418
	Iteration 36Q: 3 clusters Score -8935964 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -8936091.000000 Penalty: 5433.753418
	Iteration 37Q: 3 clusters Score -8936091 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -8936231.000000 Penalty: 5433.753418
	Iteration 38Q: 3 clusters Score -8936231 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -8936337.000000 Penalty: 5433.753418
	Iteration 39Q: 3 clusters Score -8936337 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -8936432.000000 Penalty: 5433.753418
	Iteration 40F: 3 clusters Score -8936432 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -8936532.000000 Penalty: 5433.753418
	Iteration 41Q: 3 clusters Score -8936532 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -8936580.000000 Penalty: 5433.753418
	Iteration 42Q: 3 clusters Score -8936580 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -8936654.000000 Penalty: 5433.753418
	Iteration 43Q: 3 clusters Score -8936654 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -8936724.000000 Penalty: 5433.753418
	Iteration 44Q: 3 clusters Score -8936724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -8936765.000000 Penalty: 5433.753418
	Iteration 45Q: 3 clusters Score -8936765 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -8936823.000000 Penalty: 5433.753418
	Iteration 46Q: 3 clusters Score -8936823 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -8936876.000000 Penalty: 5433.753418
	Iteration 47Q: 3 clusters Score -8936876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -8936938.000000 Penalty: 5433.753418
	Iteration 48Q: 3 clusters Score -8936938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -8936962.000000 Penalty: 5433.753418
	Iteration 49Q: 3 clusters Score -8936962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -8937028.000000 Penalty: 5433.753418
	Iteration 50Q: 3 clusters Score -8937028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -8937056.000000 Penalty: 5433.753418
	Iteration 51Q: 3 clusters Score -8937056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -8937090.000000 Penalty: 5433.753418
	Iteration 52Q: 3 clusters Score -8937090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -8937112.000000 Penalty: 5433.753418
	Iteration 53Q: 3 clusters Score -8937112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -8937125.000000 Penalty: 5433.753418
	Iteration 54Q: 3 clusters Score -8937125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -8937138.000000 Penalty: 5433.753418
	Iteration 55Q: 3 clusters Score -8937138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -8937144.000000 Penalty: 5433.753418
	Iteration 56Q: 3 clusters Score -8937144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -8937164.000000 Penalty: 5433.753418
	Iteration 57Q: 3 clusters Score -8937164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -8937169.000000 Penalty: 5433.753418
	Iteration 58Q: 3 clusters Score -8937169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -8937202.000000 Penalty: 5433.753418
	Iteration 59Q: 3 clusters Score -8937202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -8937217.000000 Penalty: 5433.753418
	Iteration 60F: 3 clusters Score -8937217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -8937226.000000 Penalty: 5433.753418
	Iteration 61Q: 3 clusters Score -8937226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -8937250.000000 Penalty: 5433.753418
	Iteration 62Q: 3 clusters Score -8937250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -8937260.000000 Penalty: 5433.753418
	Iteration 63Q: 3 clusters Score -8937260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -8937268.000000 Penalty: 5433.753418
	Iteration 64Q: 3 clusters Score -8937268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -8937266.000000 Penalty: 5433.753418
	Iteration 65Q: 3 clusters Score -8937266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -8937268.000000 Penalty: 5433.753418
	Iteration 66Q: 3 clusters Score -8937268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -8937274.000000 Penalty: 5433.753418
	Iteration 67Q: 3 clusters Score -8937274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -8937276.000000 Penalty: 5433.753418
	Iteration 68Q: 3 clusters Score -8937276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -8937274.000000 Penalty: 5433.753418
	Iteration 69Q: 3 clusters Score -8937274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -8937281.000000 Penalty: 5433.753418
	Iteration 70Q: 3 clusters Score -8937281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -8937273.000000 Penalty: 5433.753418
	Iteration 71Q: 3 clusters Score -8937273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -8937279.000000 Penalty: 5433.753418
	Iteration 72Q: 3 clusters Score -8937279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -8937280.000000 Penalty: 5433.753418
	Iteration 73Q: 3 clusters Score -8937280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -8937283.000000 Penalty: 5433.753418
	Iteration 74Q: 3 clusters Score -8937283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -8937284.000000 Penalty: 5433.753418
	Iteration 75Q: 3 clusters Score -8937284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -8937281.000000 Penalty: 5433.753418
	Iteration 76Q: 3 clusters Score -8937281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -8937284.000000 Penalty: 5433.753418
	Iteration 77Q: 3 clusters Score -8937284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -8937287.000000 Penalty: 5433.753418
	Iteration 78Q: 3 clusters Score -8937287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -8937284.000000 Penalty: 5433.753418
	Iteration 79Q: 3 clusters Score -8937284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -8937283.000000 Penalty: 5433.753418
	Iteration 80F: 3 clusters Score -8937283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -8937281.000000 Penalty: 5433.753418
	Iteration 81Q: 3 clusters Score -8937281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -8937283.000000 Penalty: 5433.753418
	Iteration 82Q: 3 clusters Score -8937283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -8937281.000000 Penalty: 5433.753418
	Iteration 83Q: 3 clusters Score -8937281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -8937281.000000 Penalty: 5433.753418
	Iteration 84F: 3 clusters Score -8937281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Entering Unmasked Estep 
Score: -15624961.000000 Penalty: 2858.528564
	Iteration 0F: 2 clusters Score -1.562496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -15558331.000000 Penalty: 5717.057129
	Iteration 0F: 3 clusters Score -1.555833e+07 nChanged 47824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -15586823.000000 Penalty: 5717.057129
	Iteration 1F: 3 clusters Score -1.558682e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -15588796.000000 Penalty: 5717.057129
	Iteration 2Q: 3 clusters Score -1.55888e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -15591759.000000 Penalty: 5717.057129
	Iteration 3F: 3 clusters Score -1.559176e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -15596355.000000 Penalty: 5717.057129
	Iteration 4F: 3 clusters Score -1.559636e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -15602817.000000 Penalty: 5717.057129
	Iteration 5F: 3 clusters Score -1.560282e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -15610082.000000 Penalty: 5717.057129
	Iteration 6F: 3 clusters Score -1.561008e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -15614790.000000 Penalty: 5717.057129
	Iteration 7F: 3 clusters Score -1.561479e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -15616294.000000 Penalty: 5717.057129
	Iteration 8Q: 3 clusters Score -1.561629e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -15616879.000000 Penalty: 5717.057129
	Iteration 9Q: 3 clusters Score -1.561688e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -15617264.000000 Penalty: 5717.057129
	Iteration 10Q: 3 clusters Score -1.561726e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -15617512.000000 Penalty: 5717.057129
	Iteration 11Q: 3 clusters Score -1.561751e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -15617867.000000 Penalty: 5717.057129
	Iteration 12Q: 3 clusters Score -1.561787e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -15618131.000000 Penalty: 5717.057129
	Iteration 13Q: 3 clusters Score -1.561813e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -15618383.000000 Penalty: 5717.057129
	Iteration 14Q: 3 clusters Score -1.561838e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -15618669.000000 Penalty: 5717.057129
	Iteration 15Q: 3 clusters Score -1.561867e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -15618946.000000 Penalty: 5717.057129
	Iteration 16Q: 3 clusters Score -1.561895e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -15619262.000000 Penalty: 5717.057129
	Iteration 17Q: 3 clusters Score -1.561926e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -15619510.000000 Penalty: 5717.057129
	Iteration 18Q: 3 clusters Score -1.561951e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -15619782.000000 Penalty: 5717.057129
	Iteration 19Q: 3 clusters Score -1.561978e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -15620016.000000 Penalty: 5717.057129
	Iteration 20F: 3 clusters Score -1.562002e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -15620249.000000 Penalty: 5717.057129
	Iteration 21Q: 3 clusters Score -1.562025e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -15620469.000000 Penalty: 5717.057129
	Iteration 22Q: 3 clusters Score -1.562047e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -15620753.000000 Penalty: 5717.057129
	Iteration 23Q: 3 clusters Score -1.562075e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -15620922.000000 Penalty: 5717.057129
	Iteration 24Q: 3 clusters Score -1.562092e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -15621119.000000 Penalty: 5717.057129
	Iteration 25Q: 3 clusters Score -1.562112e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -15621312.000000 Penalty: 5717.057129
	Iteration 26Q: 3 clusters Score -1.562131e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -15621582.000000 Penalty: 5717.057129
	Iteration 27Q: 3 clusters Score -1.562158e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -15621837.000000 Penalty: 5717.057129
	Iteration 28Q: 3 clusters Score -1.562184e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -15621999.000000 Penalty: 5717.057129
	Iteration 29Q: 3 clusters Score -1.5622e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -15622144.000000 Penalty: 5717.057129
	Iteration 30Q: 3 clusters Score -1.562214e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -15622293.000000 Penalty: 5717.057129
	Iteration 31Q: 3 clusters Score -1.562229e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -15622477.000000 Penalty: 5717.057129
	Iteration 32Q: 3 clusters Score -1.562248e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -15622589.000000 Penalty: 5717.057129
	Iteration 33Q: 3 clusters Score -1.562259e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -15622733.000000 Penalty: 5717.057129
	Iteration 34Q: 3 clusters Score -1.562273e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -15622810.000000 Penalty: 5717.057129
	Iteration 35Q: 3 clusters Score -1.562281e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -15622922.000000 Penalty: 5717.057129
	Iteration 36Q: 3 clusters Score -1.562292e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -15623031.000000 Penalty: 5717.057129
	Iteration 37Q: 3 clusters Score -1.562303e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -15623173.000000 Penalty: 5717.057129
	Iteration 38Q: 3 clusters Score -1.562317e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -15623160.000000 Penalty: 5717.057129
	Iteration 39Q: 3 clusters Score -1.562316e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -15623106.000000 Penalty: 5717.057129
	Iteration 40F: 3 clusters Score -1.562311e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -15623165.000000 Penalty: 5717.057129
	Iteration 41Q: 3 clusters Score -1.562316e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -15623213.000000 Penalty: 5717.057129
	Iteration 42Q: 3 clusters Score -1.562321e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -15623299.000000 Penalty: 5717.057129
	Iteration 43Q: 3 clusters Score -1.56233e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 98672 members 
Entering Unmasked Estep 
Score: -15623302.000000 Penalty: 5717.057129
	Iteration 44Q: 3 clusters Score -1.56233e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -15623286.000000 Penalty: 5717.057129
	Iteration 45Q: 3 clusters Score -1.562329e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -15623322.000000 Penalty: 5717.057129
	Iteration 46Q: 3 clusters Score -1.562332e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -15623341.000000 Penalty: 5717.057129
	Iteration 47Q: 3 clusters Score -1.562334e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -15623338.000000 Penalty: 5717.057129
	Iteration 48Q: 3 clusters Score -1.562334e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -15623377.000000 Penalty: 5717.057129
	Iteration 49Q: 3 clusters Score -1.562338e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -15623367.000000 Penalty: 5717.057129
	Iteration 50Q: 3 clusters Score -1.562337e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -15623364.000000 Penalty: 5717.057129
	Iteration 51Q: 3 clusters Score -1.562336e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 99915 members 
Entering Unmasked Estep 
Score: -15623372.000000 Penalty: 5717.057129
	Iteration 52Q: 3 clusters Score -1.562337e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -15623390.000000 Penalty: 5717.057129
	Iteration 53Q: 3 clusters Score -1.562339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -15623374.000000 Penalty: 5717.057129
	Iteration 54Q: 3 clusters Score -1.562337e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -15623352.000000 Penalty: 5717.057129
	Iteration 55Q: 3 clusters Score -1.562335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -15623335.000000 Penalty: 5717.057129
	Iteration 56Q: 3 clusters Score -1.562334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -15623310.000000 Penalty: 5717.057129
	Iteration 57Q: 3 clusters Score -1.562331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -15623309.000000 Penalty: 5717.057129
	Iteration 58Q: 3 clusters Score -1.562331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -15623312.000000 Penalty: 5717.057129
	Iteration 59Q: 3 clusters Score -1.562331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -15623313.000000 Penalty: 5717.057129
	Iteration 60F: 3 clusters Score -1.562331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -15623309.000000 Penalty: 5717.057129
	Iteration 61Q: 3 clusters Score -1.562331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -15623312.000000 Penalty: 5717.057129
	Iteration 62Q: 3 clusters Score -1.562331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -15623314.000000 Penalty: 5717.057129
	Iteration 63Q: 3 clusters Score -1.562331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -15623307.000000 Penalty: 5717.057129
	Iteration 64Q: 3 clusters Score -1.562331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -15623321.000000 Penalty: 5717.057129
	Iteration 65Q: 3 clusters Score -1.562332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -15623330.000000 Penalty: 5717.057129
	Iteration 66Q: 3 clusters Score -1.562333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -15623323.000000 Penalty: 5717.057129
	Iteration 67Q: 3 clusters Score -1.562332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -15623341.000000 Penalty: 5717.057129
	Iteration 68Q: 3 clusters Score -1.562334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -15623334.000000 Penalty: 5717.057129
	Iteration 69Q: 3 clusters Score -1.562333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -15623332.000000 Penalty: 5717.057129
	Iteration 70Q: 3 clusters Score -1.562333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -15623333.000000 Penalty: 5717.057129
	Iteration 71Q: 3 clusters Score -1.562333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -15623322.000000 Penalty: 5717.057129
	Iteration 72Q: 3 clusters Score -1.562332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -15623322.000000 Penalty: 5717.057129
	Iteration 73Q: 3 clusters Score -1.562332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -15623331.000000 Penalty: 5717.057129
	Iteration 74Q: 3 clusters Score -1.562333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -15623334.000000 Penalty: 5717.057129
	Iteration 75Q: 3 clusters Score -1.562333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -15623330.000000 Penalty: 5717.057129
	Iteration 76Q: 3 clusters Score -1.562333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -15623330.000000 Penalty: 5717.057129
	Iteration 77F: 3 clusters Score -1.562333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Entering Unmasked Estep 
Score: -16009607.000000 Penalty: 2865.061035
	Iteration 0F: 2 clusters Score -1.600961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -15941300.000000 Penalty: 5730.122070
	Iteration 0F: 3 clusters Score -1.59413e+07 nChanged 49571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -15969451.000000 Penalty: 5730.122070
	Iteration 1F: 3 clusters Score -1.596945e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -15970426.000000 Penalty: 5730.122070
	Iteration 2Q: 3 clusters Score -1.597043e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -15971607.000000 Penalty: 5730.122070
	Iteration 3Q: 3 clusters Score -1.597161e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -15973823.000000 Penalty: 5730.122070
	Iteration 4Q: 3 clusters Score -1.597382e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -15977939.000000 Penalty: 5730.122070
	Iteration 5F: 3 clusters Score -1.597794e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -15984783.000000 Penalty: 5730.122070
	Iteration 6F: 3 clusters Score -1.598478e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -15993838.000000 Penalty: 5730.122070
	Iteration 7F: 3 clusters Score -1.599384e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -16001520.000000 Penalty: 5730.122070
	Iteration 8F: 3 clusters Score -1.600152e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -16005333.000000 Penalty: 5730.122070
	Iteration 9Q: 3 clusters Score -1.600533e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16006535.000000 Penalty: 5730.122070
	Iteration 10Q: 3 clusters Score -1.600654e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16006844.000000 Penalty: 5730.122070
	Iteration 11Q: 3 clusters Score -1.600684e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16007022.000000 Penalty: 5730.122070
	Iteration 12Q: 3 clusters Score -1.600702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16007080.000000 Penalty: 5730.122070
	Iteration 13Q: 3 clusters Score -1.600708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103787 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16007118.000000 Penalty: 5730.122070
	Iteration 14Q: 3 clusters Score -1.600712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16007131.000000 Penalty: 5730.122070
	Iteration 15Q: 3 clusters Score -1.600713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103799 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16007126.000000 Penalty: 5730.122070
	Iteration 16Q: 3 clusters Score -1.600713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16007140.000000 Penalty: 5730.122070
	Iteration 17Q: 3 clusters Score -1.600714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16007149.000000 Penalty: 5730.122070
	Iteration 18Q: 3 clusters Score -1.600715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16007154.000000 Penalty: 5730.122070
	Iteration 19Q: 3 clusters Score -1.600715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16007159.000000 Penalty: 5730.122070
	Iteration 20F: 3 clusters Score -1.600716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16007168.000000 Penalty: 5730.122070
	Iteration 21Q: 3 clusters Score -1.600717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16007168.000000 Penalty: 5730.122070
	Iteration 22F: 3 clusters Score -1.600717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Entering Unmasked Estep 
Score: -5960236.500000 Penalty: 2618.331787
	Iteration 0F: 2 clusters Score -5960236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5933926.500000 Penalty: 5236.663574
	Iteration 0F: 3 clusters Score -5933926 nChanged 17645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5943862.000000 Penalty: 5236.663574
	Iteration 1F: 3 clusters Score -5943862 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5944720.000000 Penalty: 5236.663574
	Iteration 2F: 3 clusters Score -5944720 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5945812.500000 Penalty: 5236.663574
	Iteration 3F: 3 clusters Score -5945812 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5947358.000000 Penalty: 5236.663574
	Iteration 4F: 3 clusters Score -5947358 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5949686.000000 Penalty: 5236.663574
	Iteration 5F: 3 clusters Score -5949686 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5952493.000000 Penalty: 5236.663574
	Iteration 6F: 3 clusters Score -5952493 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5955167.000000 Penalty: 5236.663574
	Iteration 7F: 3 clusters Score -5955167 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5956781.500000 Penalty: 5236.663574
	Iteration 8Q: 3 clusters Score -5956782 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5957464.000000 Penalty: 5236.663574
	Iteration 9Q: 3 clusters Score -5957464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5957733.000000 Penalty: 5236.663574
	Iteration 10Q: 3 clusters Score -5957733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5957843.500000 Penalty: 5236.663574
	Iteration 11Q: 3 clusters Score -5957844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5957884.500000 Penalty: 5236.663574
	Iteration 12Q: 3 clusters Score -5957884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5957915.000000 Penalty: 5236.663574
	Iteration 13Q: 3 clusters Score -5957915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5957943.500000 Penalty: 5236.663574
	Iteration 14Q: 3 clusters Score -5957944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5957942.500000 Penalty: 5236.663574
	Iteration 15Q: 3 clusters Score -5957942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5957943.000000 Penalty: 5236.663574
	Iteration 16Q: 3 clusters Score -5957943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5957943.500000 Penalty: 5236.663574
	Iteration 17Q: 3 clusters Score -5957944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5957945.000000 Penalty: 5236.663574
	Iteration 18Q: 3 clusters Score -5957945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5957949.500000 Penalty: 5236.663574
	Iteration 19Q: 3 clusters Score -5957950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5957950.000000 Penalty: 5236.663574
	Iteration 20F: 3 clusters Score -5957950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5957952.500000 Penalty: 5236.663574
	Iteration 21Q: 3 clusters Score -5957952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5957956.000000 Penalty: 5236.663574
	Iteration 22Q: 3 clusters Score -5957956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5957956.000000 Penalty: 5236.663574
	Iteration 23F: 3 clusters Score -5957956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Entering Unmasked Estep 
Score: -16338192.000000 Penalty: 2868.887695
	Iteration 0F: 2 clusters Score -1.633819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -16270356.000000 Penalty: 5737.775391
	Iteration 0F: 3 clusters Score -1.627036e+07 nChanged 50001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -16298809.000000 Penalty: 5737.775391
	Iteration 1F: 3 clusters Score -1.629881e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -16299752.000000 Penalty: 5737.775391
	Iteration 2Q: 3 clusters Score -1.629975e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -16300907.000000 Penalty: 5737.775391
	Iteration 3Q: 3 clusters Score -1.630091e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -16302466.000000 Penalty: 5737.775391
	Iteration 4Q: 3 clusters Score -1.630247e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -16304893.000000 Penalty: 5737.775391
	Iteration 5Q: 3 clusters Score -1.630489e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -16308583.000000 Penalty: 5737.775391
	Iteration 6F: 3 clusters Score -1.630858e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -16313979.000000 Penalty: 5737.775391
	Iteration 7F: 3 clusters Score -1.631398e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -16321035.000000 Penalty: 5737.775391
	Iteration 8F: 3 clusters Score -1.632104e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -16326523.000000 Penalty: 5737.775391
	Iteration 9F: 3 clusters Score -1.632652e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -16328749.000000 Penalty: 5737.775391
	Iteration 10Q: 3 clusters Score -1.632875e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -16329599.000000 Penalty: 5737.775391
	Iteration 11Q: 3 clusters Score -1.63296e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -16330061.000000 Penalty: 5737.775391
	Iteration 12Q: 3 clusters Score -1.633006e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -16330362.000000 Penalty: 5737.775391
	Iteration 13Q: 3 clusters Score -1.633036e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -16330621.000000 Penalty: 5737.775391
	Iteration 14Q: 3 clusters Score -1.633062e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -16331074.000000 Penalty: 5737.775391
	Iteration 15Q: 3 clusters Score -1.633107e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -16331422.000000 Penalty: 5737.775391
	Iteration 16Q: 3 clusters Score -1.633142e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -16331720.000000 Penalty: 5737.775391
	Iteration 17Q: 3 clusters Score -1.633172e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -16332130.000000 Penalty: 5737.775391
	Iteration 18Q: 3 clusters Score -1.633213e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -16332508.000000 Penalty: 5737.775391
	Iteration 19Q: 3 clusters Score -1.633251e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -16333009.000000 Penalty: 5737.775391
	Iteration 20F: 3 clusters Score -1.633301e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -16333478.000000 Penalty: 5737.775391
	Iteration 21Q: 3 clusters Score -1.633348e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -16333893.000000 Penalty: 5737.775391
	Iteration 22Q: 3 clusters Score -1.633389e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -16334221.000000 Penalty: 5737.775391
	Iteration 23Q: 3 clusters Score -1.633422e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -16334499.000000 Penalty: 5737.775391
	Iteration 24Q: 3 clusters Score -1.63345e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -16334754.000000 Penalty: 5737.775391
	Iteration 25Q: 3 clusters Score -1.633475e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -16335075.000000 Penalty: 5737.775391
	Iteration 26Q: 3 clusters Score -1.633508e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -16335368.000000 Penalty: 5737.775391
	Iteration 27Q: 3 clusters Score -1.633537e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -16335490.000000 Penalty: 5737.775391
	Iteration 28Q: 3 clusters Score -1.633549e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -16335589.000000 Penalty: 5737.775391
	Iteration 29Q: 3 clusters Score -1.633559e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -16335739.000000 Penalty: 5737.775391
	Iteration 30Q: 3 clusters Score -1.633574e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -16335748.000000 Penalty: 5737.775391
	Iteration 31Q: 3 clusters Score -1.633575e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 104474 members 
Entering Unmasked Estep 
Score: -16335820.000000 Penalty: 5737.775391
	Iteration 32Q: 3 clusters Score -1.633582e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -16335912.000000 Penalty: 5737.775391
	Iteration 33Q: 3 clusters Score -1.633591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -16335887.000000 Penalty: 5737.775391
	Iteration 34Q: 3 clusters Score -1.633589e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -16335941.000000 Penalty: 5737.775391
	Iteration 35Q: 3 clusters Score -1.633594e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -16335924.000000 Penalty: 5737.775391
	Iteration 36Q: 3 clusters Score -1.633592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -16335931.000000 Penalty: 5737.775391
	Iteration 37Q: 3 clusters Score -1.633593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -16335962.000000 Penalty: 5737.775391
	Iteration 38Q: 3 clusters Score -1.633596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -16335994.000000 Penalty: 5737.775391
	Iteration 39Q: 3 clusters Score -1.633599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -16335981.000000 Penalty: 5737.775391
	Iteration 40F: 3 clusters Score -1.633598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -16335986.000000 Penalty: 5737.775391
	Iteration 41Q: 3 clusters Score -1.633599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -16335992.000000 Penalty: 5737.775391
	Iteration 42Q: 3 clusters Score -1.633599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -16335986.000000 Penalty: 5737.775391
	Iteration 43Q: 3 clusters Score -1.633599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -16335996.000000 Penalty: 5737.775391
	Iteration 44Q: 3 clusters Score -1.6336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -16335996.000000 Penalty: 5737.775391
	Iteration 45Q: 3 clusters Score -1.6336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -16335994.000000 Penalty: 5737.775391
	Iteration 46Q: 3 clusters Score -1.633599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -16336000.000000 Penalty: 5737.775391
	Iteration 47Q: 3 clusters Score -1.6336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -16336012.000000 Penalty: 5737.775391
	Iteration 48Q: 3 clusters Score -1.633601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -16336000.000000 Penalty: 5737.775391
	Iteration 49Q: 3 clusters Score -1.6336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -16336000.000000 Penalty: 5737.775391
	Iteration 50F: 3 clusters Score -1.6336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 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 134 members 
Entering Unmasked Estep 
Score: -24225.962891 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24225.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24387.246094 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24387.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24539.066406 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24539.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24613.941406 Penalty: 2732.656738
	Iteration 3F: 3 clusters Score -24613.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24639.466797 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24639.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24650.140625 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24650.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24654.265625 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24654.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24654.265625 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -24654.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -1267722.625000 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -1267723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1260971.625000 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -1260972 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1262868.750000 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -1262869 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1263203.375000 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -1263203 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1263476.250000 Penalty: 4491.497559
	Iteration 3F: 3 clusters Score -1263476 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1263737.625000 Penalty: 4491.497559
	Iteration 4Q: 3 clusters Score -1263738 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1263975.875000 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -1263976 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1264216.875000 Penalty: 4491.497559
	Iteration 6Q: 3 clusters Score -1264217 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1264423.750000 Penalty: 4491.497559
	Iteration 7Q: 3 clusters Score -1264424 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1264587.125000 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -1264587 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1264732.000000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -1264732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1264869.125000 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -1264869 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1264982.875000 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -1264983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1265097.125000 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -1265097 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1265185.875000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -1265186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1265247.625000 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -1265248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1265283.375000 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -1265283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1265313.750000 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -1265314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1265339.000000 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -1265339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1265359.125000 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -1265359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1265378.875000 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -1265379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1265397.375000 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -1265397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1265410.125000 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -1265410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1265426.375000 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -1265426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1265438.875000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -1265439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1265455.125000 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -1265455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1265471.250000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -1265471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1265484.625000 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -1265485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1265505.125000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -1265505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1265525.750000 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -1265526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1265546.250000 Penalty: 4491.497559
	Iteration 29Q: 3 clusters Score -1265546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1265588.875000 Penalty: 4491.497559
	Iteration 30Q: 3 clusters Score -1265589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1265627.750000 Penalty: 4491.497559
	Iteration 31Q: 3 clusters Score -1265628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1265673.250000 Penalty: 4491.497559
	Iteration 32Q: 3 clusters Score -1265673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1265710.875000 Penalty: 4491.497559
	Iteration 33Q: 3 clusters Score -1265711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1265749.125000 Penalty: 4491.497559
	Iteration 34Q: 3 clusters Score -1265749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1265784.750000 Penalty: 4491.497559
	Iteration 35Q: 3 clusters Score -1265785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1265823.875000 Penalty: 4491.497559
	Iteration 36Q: 3 clusters Score -1265824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1265846.625000 Penalty: 4491.497559
	Iteration 37Q: 3 clusters Score -1265847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1265878.000000 Penalty: 4491.497559
	Iteration 38Q: 3 clusters Score -1265878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1265899.250000 Penalty: 4491.497559
	Iteration 39Q: 3 clusters Score -1265899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1265911.125000 Penalty: 4491.497559
	Iteration 40F: 3 clusters Score -1265911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1265923.000000 Penalty: 4491.497559
	Iteration 41Q: 3 clusters Score -1265923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1265932.500000 Penalty: 4491.497559
	Iteration 42Q: 3 clusters Score -1265932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1265935.375000 Penalty: 4491.497559
	Iteration 43Q: 3 clusters Score -1265935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1265937.375000 Penalty: 4491.497559
	Iteration 44Q: 3 clusters Score -1265937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1265940.625000 Penalty: 4491.497559
	Iteration 45Q: 3 clusters Score -1265941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1265941.625000 Penalty: 4491.497559
	Iteration 46Q: 3 clusters Score -1265942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1265941.500000 Penalty: 4491.497559
	Iteration 47Q: 3 clusters Score -1265942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1265942.125000 Penalty: 4491.497559
	Iteration 48Q: 3 clusters Score -1265942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1265941.000000 Penalty: 4491.497559
	Iteration 49Q: 3 clusters Score -1265941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1265941.000000 Penalty: 4491.497559
	Iteration 50Q: 3 clusters Score -1265941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1265941.375000 Penalty: 4491.497559
	Iteration 51Q: 3 clusters Score -1265941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1265941.375000 Penalty: 4491.497559
	Iteration 52F: 3 clusters Score -1265941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Entering Unmasked Estep 
Score: -1940915.875000 Penalty: 2341.381836
	Iteration 0F: 2 clusters Score -1940916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1931621.000000 Penalty: 4682.763672
	Iteration 0F: 3 clusters Score -1931621 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1934510.625000 Penalty: 4682.763672
	Iteration 1F: 3 clusters Score -1934511 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1934941.500000 Penalty: 4682.763672
	Iteration 2F: 3 clusters Score -1934942 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1935393.125000 Penalty: 4682.763672
	Iteration 3F: 3 clusters Score -1935393 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1935866.750000 Penalty: 4682.763672
	Iteration 4F: 3 clusters Score -1935867 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1936374.250000 Penalty: 4682.763672
	Iteration 5F: 3 clusters Score -1936374 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1936839.125000 Penalty: 4682.763672
	Iteration 6F: 3 clusters Score -1936839 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1937261.750000 Penalty: 4682.763672
	Iteration 7F: 3 clusters Score -1937262 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1937660.250000 Penalty: 4682.763672
	Iteration 8Q: 3 clusters Score -1937660 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1938045.875000 Penalty: 4682.763672
	Iteration 9Q: 3 clusters Score -1938046 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1938381.875000 Penalty: 4682.763672
	Iteration 10Q: 3 clusters Score -1938382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1938623.750000 Penalty: 4682.763672
	Iteration 11Q: 3 clusters Score -1938624 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1938786.875000 Penalty: 4682.763672
	Iteration 12Q: 3 clusters Score -1938787 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1938874.875000 Penalty: 4682.763672
	Iteration 13Q: 3 clusters Score -1938875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1938930.500000 Penalty: 4682.763672
	Iteration 14Q: 3 clusters Score -1938930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1938972.500000 Penalty: 4682.763672
	Iteration 15Q: 3 clusters Score -1938972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1938997.875000 Penalty: 4682.763672
	Iteration 16Q: 3 clusters Score -1938998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1939027.250000 Penalty: 4682.763672
	Iteration 17Q: 3 clusters Score -1939027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1939045.625000 Penalty: 4682.763672
	Iteration 18Q: 3 clusters Score -1939046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1939055.375000 Penalty: 4682.763672
	Iteration 19Q: 3 clusters Score -1939055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1939061.500000 Penalty: 4682.763672
	Iteration 20F: 3 clusters Score -1939062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1939066.750000 Penalty: 4682.763672
	Iteration 21Q: 3 clusters Score -1939067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1939075.000000 Penalty: 4682.763672
	Iteration 22Q: 3 clusters Score -1939075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1939070.125000 Penalty: 4682.763672
	Iteration 23Q: 3 clusters Score -1939070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1939075.750000 Penalty: 4682.763672
	Iteration 24Q: 3 clusters Score -1939076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1939076.000000 Penalty: 4682.763672
	Iteration 25Q: 3 clusters Score -1939076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1939080.000000 Penalty: 4682.763672
	Iteration 26Q: 3 clusters Score -1939080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1939087.375000 Penalty: 4682.763672
	Iteration 27Q: 3 clusters Score -1939087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1939091.875000 Penalty: 4682.763672
	Iteration 28Q: 3 clusters Score -1939092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1939096.875000 Penalty: 4682.763672
	Iteration 29Q: 3 clusters Score -1939097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1939097.250000 Penalty: 4682.763672
	Iteration 30Q: 3 clusters Score -1939097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1939106.500000 Penalty: 4682.763672
	Iteration 31Q: 3 clusters Score -1939106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1939107.125000 Penalty: 4682.763672
	Iteration 32Q: 3 clusters Score -1939107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1939108.625000 Penalty: 4682.763672
	Iteration 33Q: 3 clusters Score -1939109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1939115.000000 Penalty: 4682.763672
	Iteration 34Q: 3 clusters Score -1939115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1939119.000000 Penalty: 4682.763672
	Iteration 35Q: 3 clusters Score -1939119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1939118.125000 Penalty: 4682.763672
	Iteration 36Q: 3 clusters Score -1939118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1939123.375000 Penalty: 4682.763672
	Iteration 37Q: 3 clusters Score -1939123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1939126.000000 Penalty: 4682.763672
	Iteration 38Q: 3 clusters Score -1939126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1939129.125000 Penalty: 4682.763672
	Iteration 39Q: 3 clusters Score -1939129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1939127.875000 Penalty: 4682.763672
	Iteration 40F: 3 clusters Score -1939128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1939129.375000 Penalty: 4682.763672
	Iteration 41Q: 3 clusters Score -1939129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1939131.250000 Penalty: 4682.763672
	Iteration 42Q: 3 clusters Score -1939131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1939129.750000 Penalty: 4682.763672
	Iteration 43Q: 3 clusters Score -1939130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1939131.500000 Penalty: 4682.763672
	Iteration 44Q: 3 clusters Score -1939132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1939134.875000 Penalty: 4682.763672
	Iteration 45Q: 3 clusters Score -1939135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1939134.500000 Penalty: 4682.763672
	Iteration 46Q: 3 clusters Score -1939134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1939132.500000 Penalty: 4682.763672
	Iteration 47Q: 3 clusters Score -1939132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1939132.750000 Penalty: 4682.763672
	Iteration 48Q: 3 clusters Score -1939133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1939133.500000 Penalty: 4682.763672
	Iteration 49Q: 3 clusters Score -1939134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1939134.375000 Penalty: 4682.763672
	Iteration 50Q: 3 clusters Score -1939134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1939134.375000 Penalty: 4682.763672
	Iteration 51F: 3 clusters Score -1939134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -142698.203125 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142698.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143233.828125 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143233.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143678.437500 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143678.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144132.578125 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -144132.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -144456.687500 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -144456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144667.250000 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -144667.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144755.687500 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -144819.250000 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144857.437500 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144857.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145004.109375 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -145004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145070.312500 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -145070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145074.828125 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -145074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145081.406250 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -145081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145081.406250 Penalty: 3448.553467
	Iteration 13F: 3 clusters Score -145081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 53995 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101977 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 57248 members 
Mstep: Class 18 contains 101349 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 487 members 
Entering Unmasked Estep 
Score: -137777168.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137778336.000000 to -137777168.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 53995 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101977 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 69287 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 57248 members 
Mstep: Class 18 contains 101349 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778288.000000 Penalty: 85112.554688
Iteration 159Q: 26 clusters Score -1.377783e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 53976 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101957 members 
Mstep: Class 9 contains 45024 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 83225 members 
Mstep: Class 13 contains 40324 members 
Mstep: Class 14 contains 69289 members 
Mstep: Class 15 contains 5977 members 
Mstep: Class 16 contains 25750 members 
Mstep: Class 17 contains 57252 members 
Mstep: Class 18 contains 101336 members 
Mstep: Class 19 contains 104065 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 22 contains 105670 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778336.000000 Penalty: 85112.554688
Iteration 160F: 26 clusters Score -1.377783e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 53973 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101934 members 
Mstep: Class 9 contains 45064 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 83215 members 
Mstep: Class 13 contains 40323 members 
Mstep: Class 14 contains 69280 members 
Mstep: Class 15 contains 5970 members 
Mstep: Class 16 contains 25755 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 101314 members 
Mstep: Class 19 contains 104077 members 
Mstep: Class 20 contains 38474 members 
Mstep: Class 22 contains 105679 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 85112.554688
Iteration 161Q: 26 clusters Score -1.377782e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 5640 members 
Mstep: Class 5 contains 53954 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101915 members 
Mstep: Class 9 contains 45117 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 83197 members 
Mstep: Class 13 contains 40323 members 
Mstep: Class 14 contains 69280 members 
Mstep: Class 15 contains 5965 members 
Mstep: Class 16 contains 25760 members 
Mstep: Class 17 contains 57278 members 
Mstep: Class 18 contains 101320 members 
Mstep: Class 19 contains 104118 members 
Mstep: Class 20 contains 38470 members 
Mstep: Class 22 contains 105623 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12598 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778272.000000 Penalty: 85112.554688
Iteration 162Q: 26 clusters Score -1.377783e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9812 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 53928 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101899 members 
Mstep: Class 9 contains 45161 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38091 members 
Mstep: Class 12 contains 83178 members 
Mstep: Class 13 contains 40327 members 
Mstep: Class 14 contains 69278 members 
Mstep: Class 15 contains 5960 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 17 contains 57293 members 
Mstep: Class 18 contains 101312 members 
Mstep: Class 19 contains 104158 members 
Mstep: Class 20 contains 38464 members 
Mstep: Class 22 contains 105590 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 85112.554688
Iteration 163Q: 26 clusters Score -1.377781e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9813 members 
Mstep: Class 4 contains 5636 members 
Mstep: Class 5 contains 53910 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101893 members 
Mstep: Class 9 contains 45195 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38093 members 
Mstep: Class 12 contains 83146 members 
Mstep: Class 13 contains 40329 members 
Mstep: Class 14 contains 69303 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 57296 members 
Mstep: Class 18 contains 101305 members 
Mstep: Class 19 contains 104171 members 
Mstep: Class 20 contains 38461 members 
Mstep: Class 22 contains 105570 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12609 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 85112.554688
Iteration 164Q: 26 clusters Score -1.377781e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9815 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 53905 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101889 members 
Mstep: Class 9 contains 45215 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38092 members 
Mstep: Class 12 contains 83110 members 
Mstep: Class 13 contains 40332 members 
Mstep: Class 14 contains 69324 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 57313 members 
Mstep: Class 18 contains 101306 members 
Mstep: Class 19 contains 104195 members 
Mstep: Class 20 contains 38459 members 
Mstep: Class 22 contains 105532 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778224.000000 Penalty: 85112.554688
Iteration 165Q: 26 clusters Score -1.377782e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9819 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 53902 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101898 members 
Mstep: Class 9 contains 45243 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38093 members 
Mstep: Class 12 contains 83074 members 
Mstep: Class 13 contains 40334 members 
Mstep: Class 14 contains 69338 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 25775 members 
Mstep: Class 17 contains 57334 members 
Mstep: Class 18 contains 101299 members 
Mstep: Class 19 contains 104210 members 
Mstep: Class 20 contains 38454 members 
Mstep: Class 22 contains 105487 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12614 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778112.000000 Penalty: 85112.554688
Iteration 166Q: 26 clusters Score -1.377781e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 53899 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101885 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38096 members 
Mstep: Class 12 contains 83052 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 69343 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 57342 members 
Mstep: Class 18 contains 101322 members 
Mstep: Class 19 contains 104212 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 22 contains 105442 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 85112.554688
Iteration 167Q: 26 clusters Score -1.377781e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9830 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 53897 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101879 members 
Mstep: Class 9 contains 45327 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38100 members 
Mstep: Class 12 contains 83024 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 69361 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 57355 members 
Mstep: Class 18 contains 101320 members 
Mstep: Class 19 contains 104187 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 22 contains 105430 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8566 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 85112.554688
Iteration 168Q: 26 clusters Score -1.37778e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9831 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 53902 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101878 members 
Mstep: Class 9 contains 45357 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38098 members 
Mstep: Class 12 contains 83004 members 
Mstep: Class 13 contains 40337 members 
Mstep: Class 14 contains 69377 members 
Mstep: Class 15 contains 5936 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 57374 members 
Mstep: Class 18 contains 101324 members 
Mstep: Class 19 contains 104173 members 
Mstep: Class 20 contains 38448 members 
Mstep: Class 22 contains 105397 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8568 members 
Mstep: Class 25 contains 12611 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777952.000000 Penalty: 85112.554688
Iteration 169Q: 26 clusters Score -1.37778e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9834 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 53897 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101865 members 
Mstep: Class 9 contains 45401 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38097 members 
Mstep: Class 12 contains 83005 members 
Mstep: Class 13 contains 40339 members 
Mstep: Class 14 contains 69376 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 57403 members 
Mstep: Class 18 contains 101308 members 
Mstep: Class 19 contains 104160 members 
Mstep: Class 20 contains 38446 members 
Mstep: Class 22 contains 105371 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777936.000000 Penalty: 85112.554688
Iteration 170Q: 26 clusters Score -1.377779e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9838 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 101861 members 
Mstep: Class 9 contains 45436 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38098 members 
Mstep: Class 12 contains 83007 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 69386 members 
Mstep: Class 15 contains 5930 members 
Mstep: Class 16 contains 25763 members 
Mstep: Class 17 contains 57416 members 
Mstep: Class 18 contains 101292 members 
Mstep: Class 19 contains 104152 members 
Mstep: Class 20 contains 38438 members 
Mstep: Class 22 contains 105359 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777984.000000 Penalty: 85112.554688
Iteration 171Q: 26 clusters Score -1.37778e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101863 members 
Mstep: Class 9 contains 45464 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38099 members 
Mstep: Class 12 contains 83011 members 
Mstep: Class 13 contains 40339 members 
Mstep: Class 14 contains 69398 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 25762 members 
Mstep: Class 17 contains 57420 members 
Mstep: Class 18 contains 101301 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38430 members 
Mstep: Class 22 contains 105329 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 12606 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777920.000000 Penalty: 85112.554688
Iteration 172Q: 26 clusters Score -1.377779e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9844 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101860 members 
Mstep: Class 9 contains 45502 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38098 members 
Mstep: Class 12 contains 82997 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 69413 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 25767 members 
Mstep: Class 17 contains 57429 members 
Mstep: Class 18 contains 101306 members 
Mstep: Class 19 contains 104097 members 
Mstep: Class 20 contains 38434 members 
Mstep: Class 22 contains 105320 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 12606 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 85112.554688
Iteration 173Q: 26 clusters Score -1.377779e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9846 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 53873 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101854 members 
Mstep: Class 9 contains 45548 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38097 members 
Mstep: Class 12 contains 82990 members 
Mstep: Class 13 contains 40338 members 
Mstep: Class 14 contains 69412 members 
Mstep: Class 15 contains 5917 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 57437 members 
Mstep: Class 18 contains 101305 members 
Mstep: Class 19 contains 104082 members 
Mstep: Class 20 contains 38434 members 
Mstep: Class 22 contains 105311 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8570 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 85112.554688
Iteration 174Q: 26 clusters Score -1.377781e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9849 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 53870 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101841 members 
Mstep: Class 9 contains 45592 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38095 members 
Mstep: Class 12 contains 82986 members 
Mstep: Class 13 contains 40341 members 
Mstep: Class 14 contains 69420 members 
Mstep: Class 15 contains 5914 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 57440 members 
Mstep: Class 18 contains 101309 members 
Mstep: Class 19 contains 104046 members 
Mstep: Class 20 contains 38434 members 
Mstep: Class 22 contains 105313 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8570 members 
Mstep: Class 25 contains 12600 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 85112.554688
Iteration 175Q: 26 clusters Score -1.37778e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9850 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 53869 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101833 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38089 members 
Mstep: Class 12 contains 82970 members 
Mstep: Class 13 contains 40345 members 
Mstep: Class 14 contains 69427 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 57439 members 
Mstep: Class 18 contains 101335 members 
Mstep: Class 19 contains 103993 members 
Mstep: Class 20 contains 38419 members 
Mstep: Class 22 contains 105326 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 12601 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 85112.554688
Iteration 176Q: 26 clusters Score -1.377779e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9850 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 53871 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101831 members 
Mstep: Class 9 contains 45662 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 82963 members 
Mstep: Class 13 contains 40346 members 
Mstep: Class 14 contains 69434 members 
Mstep: Class 15 contains 5910 members 
Mstep: Class 16 contains 25775 members 
Mstep: Class 17 contains 57444 members 
Mstep: Class 18 contains 101334 members 
Mstep: Class 19 contains 103939 members 
Mstep: Class 20 contains 38411 members 
Mstep: Class 22 contains 105361 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 85112.554688
Iteration 177Q: 26 clusters Score -1.377778e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9851 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 53865 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101835 members 
Mstep: Class 9 contains 45686 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 82958 members 
Mstep: Class 13 contains 40343 members 
Mstep: Class 14 contains 69447 members 
Mstep: Class 15 contains 5909 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 57452 members 
Mstep: Class 18 contains 101326 members 
Mstep: Class 19 contains 103919 members 
Mstep: Class 20 contains 38407 members 
Mstep: Class 22 contains 105356 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12597 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777552.000000 Penalty: 85112.554688
Iteration 178Q: 26 clusters Score -1.377776e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 53856 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101828 members 
Mstep: Class 9 contains 45715 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 82944 members 
Mstep: Class 13 contains 40345 members 
Mstep: Class 14 contains 69461 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 57453 members 
Mstep: Class 18 contains 101344 members 
Mstep: Class 19 contains 103902 members 
Mstep: Class 20 contains 38396 members 
Mstep: Class 22 contains 105350 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 85112.554688
Iteration 179Q: 26 clusters Score -1.377778e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 53847 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101821 members 
Mstep: Class 9 contains 45755 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38086 members 
Mstep: Class 12 contains 82938 members 
Mstep: Class 13 contains 40346 members 
Mstep: Class 14 contains 69477 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 57457 members 
Mstep: Class 18 contains 101350 members 
Mstep: Class 19 contains 103888 members 
Mstep: Class 20 contains 38389 members 
Mstep: Class 22 contains 105331 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 85112.554688
Iteration 180F: 26 clusters Score -1.377779e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53844 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101824 members 
Mstep: Class 9 contains 45787 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38085 members 
Mstep: Class 12 contains 82925 members 
Mstep: Class 13 contains 40352 members 
Mstep: Class 14 contains 69495 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 25777 members 
Mstep: Class 17 contains 57458 members 
Mstep: Class 18 contains 101359 members 
Mstep: Class 19 contains 103887 members 
Mstep: Class 20 contains 38386 members 
Mstep: Class 22 contains 105285 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777728.000000 Penalty: 85112.554688
Iteration 181Q: 26 clusters Score -1.377777e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53838 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101820 members 
Mstep: Class 9 contains 45832 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82913 members 
Mstep: Class 13 contains 40352 members 
Mstep: Class 14 contains 69506 members 
Mstep: Class 15 contains 5905 members 
Mstep: Class 16 contains 25789 members 
Mstep: Class 17 contains 57465 members 
Mstep: Class 18 contains 101375 members 
Mstep: Class 19 contains 103851 members 
Mstep: Class 20 contains 38378 members 
Mstep: Class 22 contains 105267 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777632.000000 Penalty: 85112.554688
Iteration 182Q: 26 clusters Score -1.377776e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53840 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101818 members 
Mstep: Class 9 contains 45882 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 82896 members 
Mstep: Class 13 contains 40355 members 
Mstep: Class 14 contains 69521 members 
Mstep: Class 15 contains 5905 members 
Mstep: Class 16 contains 25790 members 
Mstep: Class 17 contains 57461 members 
Mstep: Class 18 contains 101402 members 
Mstep: Class 19 contains 103833 members 
Mstep: Class 20 contains 38364 members 
Mstep: Class 22 contains 105225 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12590 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777904.000000 Penalty: 85112.554688
Iteration 183Q: 26 clusters Score -1.377779e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 53836 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101816 members 
Mstep: Class 9 contains 45927 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 82880 members 
Mstep: Class 13 contains 40358 members 
Mstep: Class 14 contains 69526 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 25791 members 
Mstep: Class 17 contains 57459 members 
Mstep: Class 18 contains 101424 members 
Mstep: Class 19 contains 103803 members 
Mstep: Class 20 contains 38347 members 
Mstep: Class 22 contains 105220 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12590 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777952.000000 Penalty: 85112.554688
Iteration 184Q: 26 clusters Score -1.37778e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101816 members 
Mstep: Class 9 contains 45971 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 82866 members 
Mstep: Class 13 contains 40359 members 
Mstep: Class 14 contains 69520 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 25792 members 
Mstep: Class 17 contains 57457 members 
Mstep: Class 18 contains 101428 members 
Mstep: Class 19 contains 103811 members 
Mstep: Class 20 contains 38345 members 
Mstep: Class 22 contains 105194 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778048.000000 Penalty: 85112.554688
Iteration 185Q: 26 clusters Score -1.37778e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101826 members 
Mstep: Class 9 contains 46002 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82844 members 
Mstep: Class 13 contains 40356 members 
Mstep: Class 14 contains 69523 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 25799 members 
Mstep: Class 17 contains 57451 members 
Mstep: Class 18 contains 101437 members 
Mstep: Class 19 contains 103793 members 
Mstep: Class 20 contains 38334 members 
Mstep: Class 22 contains 105193 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 85112.554688
Iteration 186Q: 26 clusters Score -1.377781e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 53822 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101825 members 
Mstep: Class 9 contains 46041 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 82832 members 
Mstep: Class 13 contains 40356 members 
Mstep: Class 14 contains 69522 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 25800 members 
Mstep: Class 17 contains 57459 members 
Mstep: Class 18 contains 101439 members 
Mstep: Class 19 contains 103779 members 
Mstep: Class 20 contains 38327 members 
Mstep: Class 22 contains 105174 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 85112.554688
Iteration 187Q: 26 clusters Score -1.37778e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 101824 members 
Mstep: Class 9 contains 46079 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 82809 members 
Mstep: Class 13 contains 40359 members 
Mstep: Class 14 contains 69533 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 25801 members 
Mstep: Class 17 contains 57468 members 
Mstep: Class 18 contains 101464 members 
Mstep: Class 19 contains 103781 members 
Mstep: Class 20 contains 38319 members 
Mstep: Class 22 contains 105123 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 85112.554688
Iteration 188Q: 26 clusters Score -1.377782e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 53804 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101834 members 
Mstep: Class 9 contains 46111 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82795 members 
Mstep: Class 13 contains 40360 members 
Mstep: Class 14 contains 69541 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 25805 members 
Mstep: Class 17 contains 57475 members 
Mstep: Class 18 contains 101477 members 
Mstep: Class 19 contains 103779 members 
Mstep: Class 20 contains 38305 members 
Mstep: Class 22 contains 105089 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778192.000000 Penalty: 85112.554688
Iteration 189Q: 26 clusters Score -1.377782e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53803 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101834 members 
Mstep: Class 9 contains 46136 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82779 members 
Mstep: Class 13 contains 40360 members 
Mstep: Class 14 contains 69543 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 25806 members 
Mstep: Class 17 contains 57483 members 
Mstep: Class 18 contains 101510 members 
Mstep: Class 19 contains 103788 members 
Mstep: Class 20 contains 38292 members 
Mstep: Class 22 contains 105044 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778208.000000 Penalty: 85112.554688
Iteration 190Q: 26 clusters Score -1.377782e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53798 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101845 members 
Mstep: Class 9 contains 46168 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 82758 members 
Mstep: Class 13 contains 40363 members 
Mstep: Class 14 contains 69533 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 25809 members 
Mstep: Class 17 contains 57491 members 
Mstep: Class 18 contains 101515 members 
Mstep: Class 19 contains 103800 members 
Mstep: Class 20 contains 38285 members 
Mstep: Class 22 contains 105021 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12590 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778096.000000 Penalty: 85112.554688
Iteration 191Q: 26 clusters Score -1.377781e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53802 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101845 members 
Mstep: Class 9 contains 46206 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38081 members 
Mstep: Class 12 contains 82733 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 69533 members 
Mstep: Class 15 contains 5902 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 57506 members 
Mstep: Class 18 contains 101508 members 
Mstep: Class 19 contains 103817 members 
Mstep: Class 20 contains 38282 members 
Mstep: Class 22 contains 104979 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12588 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778112.000000 Penalty: 85112.554688
Iteration 192Q: 26 clusters Score -1.377781e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53801 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101842 members 
Mstep: Class 9 contains 46251 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38083 members 
Mstep: Class 12 contains 82707 members 
Mstep: Class 13 contains 40369 members 
Mstep: Class 14 contains 69532 members 
Mstep: Class 15 contains 5902 members 
Mstep: Class 16 contains 25816 members 
Mstep: Class 17 contains 57516 members 
Mstep: Class 18 contains 101502 members 
Mstep: Class 19 contains 103845 members 
Mstep: Class 20 contains 38282 members 
Mstep: Class 22 contains 104923 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778032.000000 Penalty: 85112.554688
Iteration 193Q: 26 clusters Score -1.37778e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9856 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101833 members 
Mstep: Class 9 contains 46298 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82684 members 
Mstep: Class 13 contains 40373 members 
Mstep: Class 14 contains 69527 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 57522 members 
Mstep: Class 18 contains 101517 members 
Mstep: Class 19 contains 103875 members 
Mstep: Class 20 contains 38276 members 
Mstep: Class 22 contains 104866 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12587 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778048.000000 Penalty: 85112.554688
Iteration 194Q: 26 clusters Score -1.37778e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 53797 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101829 members 
Mstep: Class 9 contains 46327 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 82670 members 
Mstep: Class 13 contains 40376 members 
Mstep: Class 14 contains 69538 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 57522 members 
Mstep: Class 18 contains 101526 members 
Mstep: Class 19 contains 103892 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 22 contains 104830 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12581 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778256.000000 Penalty: 85112.554688
Iteration 195Q: 26 clusters Score -1.377783e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9856 members 
Mstep: Class 4 contains 5623 members 
Mstep: Class 5 contains 53802 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 101816 members 
Mstep: Class 9 contains 46351 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38083 members 
Mstep: Class 12 contains 82653 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 69528 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 25825 members 
Mstep: Class 17 contains 57521 members 
Mstep: Class 18 contains 101547 members 
Mstep: Class 19 contains 103918 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 22 contains 104799 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 12578 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778016.000000 Penalty: 85112.554688
Iteration 196Q: 26 clusters Score -1.37778e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 5623 members 
Mstep: Class 5 contains 53806 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 101812 members 
Mstep: Class 9 contains 46367 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 82629 members 
Mstep: Class 13 contains 40379 members 
Mstep: Class 14 contains 69522 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 25826 members 
Mstep: Class 17 contains 57527 members 
Mstep: Class 18 contains 101560 members 
Mstep: Class 19 contains 103958 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 22 contains 104761 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 12574 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778240.000000 Penalty: 85112.554688
Iteration 197Q: 26 clusters Score -1.377782e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 53800 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 101794 members 
Mstep: Class 9 contains 46382 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38080 members 
Mstep: Class 12 contains 82605 members 
Mstep: Class 13 contains 40381 members 
Mstep: Class 14 contains 69513 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 25824 members 
Mstep: Class 17 contains 57533 members 
Mstep: Class 18 contains 101577 members 
Mstep: Class 19 contains 103990 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 22 contains 104746 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 12573 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778320.000000 Penalty: 85112.554688
Iteration 198Q: 26 clusters Score -1.377783e+08 nChanged 402
Entering ConstructFrom: 
Score: -137778320.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -308788.093750 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -308788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306174.625000 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -306174.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306597.718750 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -306597.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306703.625000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -306703.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306760.906250 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -306760.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306799.500000 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -306799.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306821.187500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -306821.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306842.968750 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -306843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306855.250000 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -306855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306861.437500 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -306861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306869.093750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -306869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306874.500000 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -306874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306876.625000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -306876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306879.843750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -306879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306883.468750 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -306883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306884.375000 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -306884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -306885.406250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -306885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -306885.406250 Penalty: 3769.303223
	Iteration 16F: 3 clusters Score -306885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40814.183594 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40814.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41158.109375 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41158.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41324.382812 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41324.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41423.292969 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41423.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41467.679688 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41467.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41507.265625 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41507.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41551.652344 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41551.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41596.582031 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41596.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41630.941406 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41630.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41644.292969 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41644.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41693.917969 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41693.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41718.546875 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41718.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41718.546875 Penalty: 2905.534668
	Iteration 12F: 3 clusters Score -41718.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1391629.000000 Penalty: 2280.793701
	Iteration 0F: 2 clusters Score -1391629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1384074.750000 Penalty: 4561.587402
	Iteration 0F: 3 clusters Score -1384075 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1386457.875000 Penalty: 4561.587402
	Iteration 1F: 3 clusters Score -1386458 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1386855.750000 Penalty: 4561.587402
	Iteration 2F: 3 clusters Score -1386856 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1387227.250000 Penalty: 4561.587402
	Iteration 3F: 3 clusters Score -1387227 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1387667.500000 Penalty: 4561.587402
	Iteration 4F: 3 clusters Score -1387668 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1388128.000000 Penalty: 4561.587402
	Iteration 5F: 3 clusters Score -1388128 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1388491.500000 Penalty: 4561.587402
	Iteration 6F: 3 clusters Score -1388492 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1388766.125000 Penalty: 4561.587402
	Iteration 7Q: 3 clusters Score -1388766 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1388990.875000 Penalty: 4561.587402
	Iteration 8Q: 3 clusters Score -1388991 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1389167.500000 Penalty: 4561.587402
	Iteration 9Q: 3 clusters Score -1389168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1389310.000000 Penalty: 4561.587402
	Iteration 10Q: 3 clusters Score -1389310 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1389426.875000 Penalty: 4561.587402
	Iteration 11Q: 3 clusters Score -1389427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1389546.500000 Penalty: 4561.587402
	Iteration 12Q: 3 clusters Score -1389546 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1389678.125000 Penalty: 4561.587402
	Iteration 13Q: 3 clusters Score -1389678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1389822.875000 Penalty: 4561.587402
	Iteration 14Q: 3 clusters Score -1389823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1389922.750000 Penalty: 4561.587402
	Iteration 15Q: 3 clusters Score -1389923 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1389984.750000 Penalty: 4561.587402
	Iteration 16Q: 3 clusters Score -1389985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1390024.750000 Penalty: 4561.587402
	Iteration 17Q: 3 clusters Score -1390025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1390055.750000 Penalty: 4561.587402
	Iteration 18Q: 3 clusters Score -1390056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1390080.500000 Penalty: 4561.587402
	Iteration 19Q: 3 clusters Score -1390080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1390104.250000 Penalty: 4561.587402
	Iteration 20F: 3 clusters Score -1390104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1390119.500000 Penalty: 4561.587402
	Iteration 21Q: 3 clusters Score -1390120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1390131.875000 Penalty: 4561.587402
	Iteration 22Q: 3 clusters Score -1390132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1390133.750000 Penalty: 4561.587402
	Iteration 23Q: 3 clusters Score -1390134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1390145.500000 Penalty: 4561.587402
	Iteration 24Q: 3 clusters Score -1390146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1390147.750000 Penalty: 4561.587402
	Iteration 25Q: 3 clusters Score -1390148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1390147.625000 Penalty: 4561.587402
	Iteration 26Q: 3 clusters Score -1390148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1390152.375000 Penalty: 4561.587402
	Iteration 27Q: 3 clusters Score -1390152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1390151.875000 Penalty: 4561.587402
	Iteration 28Q: 3 clusters Score -1390152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1390154.875000 Penalty: 4561.587402
	Iteration 29Q: 3 clusters Score -1390155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1390156.500000 Penalty: 4561.587402
	Iteration 30Q: 3 clusters Score -1390156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1390161.250000 Penalty: 4561.587402
	Iteration 31Q: 3 clusters Score -1390161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1390163.750000 Penalty: 4561.587402
	Iteration 32Q: 3 clusters Score -1390164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1390166.750000 Penalty: 4561.587402
	Iteration 33Q: 3 clusters Score -1390167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1390171.750000 Penalty: 4561.587402
	Iteration 34Q: 3 clusters Score -1390172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1390171.625000 Penalty: 4561.587402
	Iteration 35Q: 3 clusters Score -1390172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1390176.500000 Penalty: 4561.587402
	Iteration 36Q: 3 clusters Score -1390176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1390179.875000 Penalty: 4561.587402
	Iteration 37Q: 3 clusters Score -1390180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1390179.625000 Penalty: 4561.587402
	Iteration 38Q: 3 clusters Score -1390180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1390186.500000 Penalty: 4561.587402
	Iteration 39Q: 3 clusters Score -1390186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1390185.750000 Penalty: 4561.587402
	Iteration 40F: 3 clusters Score -1390186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1390191.250000 Penalty: 4561.587402
	Iteration 41Q: 3 clusters Score -1390191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1390194.250000 Penalty: 4561.587402
	Iteration 42Q: 3 clusters Score -1390194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1390194.625000 Penalty: 4561.587402
	Iteration 43Q: 3 clusters Score -1390195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1390198.500000 Penalty: 4561.587402
	Iteration 44Q: 3 clusters Score -1390198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1390202.625000 Penalty: 4561.587402
	Iteration 45Q: 3 clusters Score -1390203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1390210.875000 Penalty: 4561.587402
	Iteration 46Q: 3 clusters Score -1390211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1390210.125000 Penalty: 4561.587402
	Iteration 47Q: 3 clusters Score -1390210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1390210.125000 Penalty: 4561.587402
	Iteration 48Q: 3 clusters Score -1390210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1390209.000000 Penalty: 4561.587402
	Iteration 49Q: 3 clusters Score -1390209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1390212.500000 Penalty: 4561.587402
	Iteration 50Q: 3 clusters Score -1390212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1390211.750000 Penalty: 4561.587402
	Iteration 51Q: 3 clusters Score -1390212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1390212.875000 Penalty: 4561.587402
	Iteration 52Q: 3 clusters Score -1390213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1390216.375000 Penalty: 4561.587402
	Iteration 53Q: 3 clusters Score -1390216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1390218.750000 Penalty: 4561.587402
	Iteration 54Q: 3 clusters Score -1390219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1390219.500000 Penalty: 4561.587402
	Iteration 55Q: 3 clusters Score -1390220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1390220.375000 Penalty: 4561.587402
	Iteration 56Q: 3 clusters Score -1390220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1390225.250000 Penalty: 4561.587402
	Iteration 57Q: 3 clusters Score -1390225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1390221.500000 Penalty: 4561.587402
	Iteration 58Q: 3 clusters Score -1390222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1390223.375000 Penalty: 4561.587402
	Iteration 59Q: 3 clusters Score -1390223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1390226.250000 Penalty: 4561.587402
	Iteration 60F: 3 clusters Score -1390226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1390229.500000 Penalty: 4561.587402
	Iteration 61Q: 3 clusters Score -1390230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1390229.000000 Penalty: 4561.587402
	Iteration 62Q: 3 clusters Score -1390229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1390232.125000 Penalty: 4561.587402
	Iteration 63Q: 3 clusters Score -1390232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1390233.250000 Penalty: 4561.587402
	Iteration 64Q: 3 clusters Score -1390233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1390232.875000 Penalty: 4561.587402
	Iteration 65Q: 3 clusters Score -1390233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1390232.375000 Penalty: 4561.587402
	Iteration 66Q: 3 clusters Score -1390232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1390233.375000 Penalty: 4561.587402
	Iteration 67Q: 3 clusters Score -1390233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1390232.750000 Penalty: 4561.587402
	Iteration 68Q: 3 clusters Score -1390233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1390235.750000 Penalty: 4561.587402
	Iteration 69Q: 3 clusters Score -1390236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1390234.500000 Penalty: 4561.587402
	Iteration 70Q: 3 clusters Score -1390234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1390235.500000 Penalty: 4561.587402
	Iteration 71Q: 3 clusters Score -1390236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1390235.500000 Penalty: 4561.587402
	Iteration 72F: 3 clusters Score -1390236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -828181.875000 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -828181.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -823251.812500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -823251.8 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -824563.562500 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -824563.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -824819.812500 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -824819.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -824973.875000 Penalty: 4282.859863
	Iteration 3F: 3 clusters Score -824973.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -825071.500000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -825071.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -825150.875000 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -825150.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -825228.000000 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -825228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -825294.500000 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -825294.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -825349.500000 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -825349.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -825397.312500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -825397.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -825446.562500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -825446.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -825498.875000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -825498.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -825550.812500 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -825550.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -825606.812500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -825606.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -825683.500000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -825683.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -825777.250000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -825777.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -825886.375000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -825886.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -826021.062500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -826021.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -826146.750000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -826146.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -826253.000000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -826253 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -826334.000000 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -826334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -826392.125000 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -826392.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -826438.562500 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -826438.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -826473.125000 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -826473.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -826515.187500 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -826515.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -826543.312500 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -826543.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -826574.750000 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -826574.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -826593.125000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -826593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -826614.062500 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -826614.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -826632.437500 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -826632.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -826642.875000 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -826642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -826647.250000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -826647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -826652.125000 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -826652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -826658.250000 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -826658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -826663.187500 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -826663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -826665.875000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -826665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -826668.125000 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -826668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -826667.562500 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -826667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -826669.312500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -826669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -826671.250000 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -826671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -826673.500000 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -826673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -826673.500000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -826673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -826673.500000 Penalty: 4282.859863
	Iteration 42F: 3 clusters Score -826673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Entering Unmasked Estep 
Score: -8101840.000000 Penalty: 2701.507812
	Iteration 0F: 2 clusters Score -8101840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -8065858.500000 Penalty: 5403.015625
	Iteration 0F: 3 clusters Score -8065858 nChanged 24828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -8079582.500000 Penalty: 5403.015625
	Iteration 1F: 3 clusters Score -8079582 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -8080116.000000 Penalty: 5403.015625
	Iteration 2Q: 3 clusters Score -8080116 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -8080750.500000 Penalty: 5403.015625
	Iteration 3Q: 3 clusters Score -8080750 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8081601.000000 Penalty: 5403.015625
	Iteration 4Q: 3 clusters Score -8081601 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8082837.000000 Penalty: 5403.015625
	Iteration 5Q: 3 clusters Score -8082837 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -8085120.000000 Penalty: 5403.015625
	Iteration 6F: 3 clusters Score -8085120 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8088490.500000 Penalty: 5403.015625
	Iteration 7F: 3 clusters Score -8088490 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8092558.000000 Penalty: 5403.015625
	Iteration 8F: 3 clusters Score -8092558 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -8095903.500000 Penalty: 5403.015625
	Iteration 9F: 3 clusters Score -8095904 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -8097906.500000 Penalty: 5403.015625
	Iteration 10Q: 3 clusters Score -8097906 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -8098784.000000 Penalty: 5403.015625
	Iteration 11Q: 3 clusters Score -8098784 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -8099175.500000 Penalty: 5403.015625
	Iteration 12Q: 3 clusters Score -8099176 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -8099351.500000 Penalty: 5403.015625
	Iteration 13Q: 3 clusters Score -8099352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -8099446.500000 Penalty: 5403.015625
	Iteration 14Q: 3 clusters Score -8099446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -8099480.500000 Penalty: 5403.015625
	Iteration 15Q: 3 clusters Score -8099480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8099532.500000 Penalty: 5403.015625
	Iteration 16Q: 3 clusters Score -8099532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -8099561.500000 Penalty: 5403.015625
	Iteration 17Q: 3 clusters Score -8099562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -8099583.500000 Penalty: 5403.015625
	Iteration 18Q: 3 clusters Score -8099584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -8099592.500000 Penalty: 5403.015625
	Iteration 19Q: 3 clusters Score -8099592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -8099600.500000 Penalty: 5403.015625
	Iteration 20F: 3 clusters Score -8099600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -8099609.500000 Penalty: 5403.015625
	Iteration 21Q: 3 clusters Score -8099610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -8099624.500000 Penalty: 5403.015625
	Iteration 22Q: 3 clusters Score -8099624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -8099628.000000 Penalty: 5403.015625
	Iteration 23Q: 3 clusters Score -8099628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -8099627.500000 Penalty: 5403.015625
	Iteration 24Q: 3 clusters Score -8099628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -8099636.000000 Penalty: 5403.015625
	Iteration 25Q: 3 clusters Score -8099636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -8099639.000000 Penalty: 5403.015625
	Iteration 26Q: 3 clusters Score -8099639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -8099638.000000 Penalty: 5403.015625
	Iteration 27Q: 3 clusters Score -8099638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -8099641.000000 Penalty: 5403.015625
	Iteration 28Q: 3 clusters Score -8099641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -8099645.000000 Penalty: 5403.015625
	Iteration 29Q: 3 clusters Score -8099645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -8099646.000000 Penalty: 5403.015625
	Iteration 30Q: 3 clusters Score -8099646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -8099646.000000 Penalty: 5403.015625
	Iteration 31F: 3 clusters Score -8099646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111561.218750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111561.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112165.507812 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112165.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112962.851562 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112962.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113712.976562 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -114042.445312 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -114042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -114172.726562 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -114172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -114264.375000 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -114264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114326.335938 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -114326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -114334.703125 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -114334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -114335.906250 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -114335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -114335.906250 Penalty: 3339.176514
	Iteration 10F: 3 clusters Score -114335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101779 members 
Mstep: Class 9 contains 46396 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38074 members 
Mstep: Class 12 contains 82596 members 
Mstep: Class 13 contains 40384 members 
Mstep: Class 14 contains 69512 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 25826 members 
Mstep: Class 17 contains 57531 members 
Mstep: Class 18 contains 101589 members 
Mstep: Class 19 contains 104024 members 
Mstep: Class 20 contains 38248 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 104710 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777232.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137778320.000000 to -137777232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -503448.687500 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -503448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -499684.500000 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -499684.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -500687.718750 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -500687.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -501007.687500 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -501007.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -501337.562500 Penalty: 4096.819824
	Iteration 3F: 3 clusters Score -501337.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -501645.468750 Penalty: 4096.819824
	Iteration 4F: 3 clusters Score -501645.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -501925.437500 Penalty: 4096.819824
	Iteration 5F: 3 clusters Score -501925.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -502136.875000 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -502136.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -502330.718750 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -502330.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -502512.250000 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -502512.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -502662.968750 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -502663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -502775.656250 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -502775.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -502880.875000 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -502880.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -502954.812500 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -502954.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -503020.875000 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -503020.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -503074.250000 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -503074.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -503114.281250 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -503114.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -503143.406250 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -503143.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -503164.250000 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -503164.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -503188.250000 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -503188.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -503232.031250 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -503232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -503275.906250 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -503275.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -503312.406250 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -503312.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -503344.718750 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -503344.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -503364.031250 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -503364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -503380.187500 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -503380.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -503390.937500 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -503390.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -503402.875000 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -503402.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -503411.968750 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -503412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -503420.312500 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -503420.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -503425.312500 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -503425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -503428.718750 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -503428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -503431.281250 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -503431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -503432.718750 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -503432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -503435.375000 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -503435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -503435.593750 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -503435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -503437.093750 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -503437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -503438.593750 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -503438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -503438.406250 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -503438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -503439.062500 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -503439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -503439.625000 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -503439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -503440.468750 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -503440.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Entering Unmasked Estep 
Score: -15773323.000000 Penalty: 2859.578857
	Iteration 0F: 2 clusters Score -1.577332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -15709012.000000 Penalty: 5719.157715
	Iteration 0F: 3 clusters Score -1.570901e+07 nChanged 48182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -15736812.000000 Penalty: 5719.157715
	Iteration 1F: 3 clusters Score -1.573681e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -15737561.000000 Penalty: 5719.157715
	Iteration 2Q: 3 clusters Score -1.573756e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -15738335.000000 Penalty: 5719.157715
	Iteration 3Q: 3 clusters Score -1.573834e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -15738997.000000 Penalty: 5719.157715
	Iteration 4Q: 3 clusters Score -1.5739e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -15739939.000000 Penalty: 5719.157715
	Iteration 5Q: 3 clusters Score -1.573994e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -15741043.000000 Penalty: 5719.157715
	Iteration 6Q: 3 clusters Score -1.574104e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -15742426.000000 Penalty: 5719.157715
	Iteration 7Q: 3 clusters Score -1.574243e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -15744039.000000 Penalty: 5719.157715
	Iteration 8Q: 3 clusters Score -1.574404e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -15746277.000000 Penalty: 5719.157715
	Iteration 9Q: 3 clusters Score -1.574628e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -15748963.000000 Penalty: 5719.157715
	Iteration 10Q: 3 clusters Score -1.574896e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -15752031.000000 Penalty: 5719.157715
	Iteration 11F: 3 clusters Score -1.575203e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -15755317.000000 Penalty: 5719.157715
	Iteration 12F: 3 clusters Score -1.575532e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -15757990.000000 Penalty: 5719.157715
	Iteration 13Q: 3 clusters Score -1.575799e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -15759718.000000 Penalty: 5719.157715
	Iteration 14Q: 3 clusters Score -1.575972e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -15760691.000000 Penalty: 5719.157715
	Iteration 15Q: 3 clusters Score -1.576069e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -15761281.000000 Penalty: 5719.157715
	Iteration 16Q: 3 clusters Score -1.576128e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -15761822.000000 Penalty: 5719.157715
	Iteration 17Q: 3 clusters Score -1.576182e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -15762147.000000 Penalty: 5719.157715
	Iteration 18Q: 3 clusters Score -1.576215e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -15762581.000000 Penalty: 5719.157715
	Iteration 19Q: 3 clusters Score -1.576258e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -15763033.000000 Penalty: 5719.157715
	Iteration 20F: 3 clusters Score -1.576303e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -15763570.000000 Penalty: 5719.157715
	Iteration 21Q: 3 clusters Score -1.576357e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -15764131.000000 Penalty: 5719.157715
	Iteration 22Q: 3 clusters Score -1.576413e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -15764705.000000 Penalty: 5719.157715
	Iteration 23Q: 3 clusters Score -1.57647e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -15765297.000000 Penalty: 5719.157715
	Iteration 24Q: 3 clusters Score -1.57653e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -15765994.000000 Penalty: 5719.157715
	Iteration 25Q: 3 clusters Score -1.576599e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -15766568.000000 Penalty: 5719.157715
	Iteration 26Q: 3 clusters Score -1.576657e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -15767233.000000 Penalty: 5719.157715
	Iteration 27Q: 3 clusters Score -1.576723e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -15767923.000000 Penalty: 5719.157715
	Iteration 28Q: 3 clusters Score -1.576792e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -15768542.000000 Penalty: 5719.157715
	Iteration 29Q: 3 clusters Score -1.576854e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -15769101.000000 Penalty: 5719.157715
	Iteration 30Q: 3 clusters Score -1.57691e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -15769470.000000 Penalty: 5719.157715
	Iteration 31Q: 3 clusters Score -1.576947e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -15769828.000000 Penalty: 5719.157715
	Iteration 32Q: 3 clusters Score -1.576983e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -15770104.000000 Penalty: 5719.157715
	Iteration 33Q: 3 clusters Score -1.57701e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -15770328.000000 Penalty: 5719.157715
	Iteration 34Q: 3 clusters Score -1.577033e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -15770431.000000 Penalty: 5719.157715
	Iteration 35Q: 3 clusters Score -1.577043e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -15770629.000000 Penalty: 5719.157715
	Iteration 36Q: 3 clusters Score -1.577063e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -15770763.000000 Penalty: 5719.157715
	Iteration 37Q: 3 clusters Score -1.577076e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -15770823.000000 Penalty: 5719.157715
	Iteration 38Q: 3 clusters Score -1.577082e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -15770906.000000 Penalty: 5719.157715
	Iteration 39Q: 3 clusters Score -1.577091e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -15770904.000000 Penalty: 5719.157715
	Iteration 40F: 3 clusters Score -1.57709e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -15770948.000000 Penalty: 5719.157715
	Iteration 41Q: 3 clusters Score -1.577095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -15770961.000000 Penalty: 5719.157715
	Iteration 42Q: 3 clusters Score -1.577096e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15770992.000000 Penalty: 5719.157715
	Iteration 43Q: 3 clusters Score -1.577099e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -15771024.000000 Penalty: 5719.157715
	Iteration 44Q: 3 clusters Score -1.577102e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -15771047.000000 Penalty: 5719.157715
	Iteration 45Q: 3 clusters Score -1.577105e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -15771043.000000 Penalty: 5719.157715
	Iteration 46Q: 3 clusters Score -1.577104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -15771030.000000 Penalty: 5719.157715
	Iteration 47Q: 3 clusters Score -1.577103e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -15771019.000000 Penalty: 5719.157715
	Iteration 48Q: 3 clusters Score -1.577102e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15771032.000000 Penalty: 5719.157715
	Iteration 49Q: 3 clusters Score -1.577103e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -15771042.000000 Penalty: 5719.157715
	Iteration 50Q: 3 clusters Score -1.577104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15771065.000000 Penalty: 5719.157715
	Iteration 51Q: 3 clusters Score -1.577106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -15771073.000000 Penalty: 5719.157715
	Iteration 52Q: 3 clusters Score -1.577107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -15771084.000000 Penalty: 5719.157715
	Iteration 53Q: 3 clusters Score -1.577108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15771086.000000 Penalty: 5719.157715
	Iteration 54Q: 3 clusters Score -1.577109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15771071.000000 Penalty: 5719.157715
	Iteration 55Q: 3 clusters Score -1.577107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -15771057.000000 Penalty: 5719.157715
	Iteration 56Q: 3 clusters Score -1.577106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -15771063.000000 Penalty: 5719.157715
	Iteration 57Q: 3 clusters Score -1.577106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15771077.000000 Penalty: 5719.157715
	Iteration 58Q: 3 clusters Score -1.577108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15771086.000000 Penalty: 5719.157715
	Iteration 59Q: 3 clusters Score -1.577109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -15771093.000000 Penalty: 5719.157715
	Iteration 60F: 3 clusters Score -1.577109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15771101.000000 Penalty: 5719.157715
	Iteration 61Q: 3 clusters Score -1.57711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99605 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15771108.000000 Penalty: 5719.157715
	Iteration 62Q: 3 clusters Score -1.577111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15771108.000000 Penalty: 5719.157715
	Iteration 63Q: 3 clusters Score -1.577111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15771113.000000 Penalty: 5719.157715
	Iteration 64Q: 3 clusters Score -1.577111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -15771111.000000 Penalty: 5719.157715
	Iteration 65Q: 3 clusters Score -1.577111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -15771106.000000 Penalty: 5719.157715
	Iteration 66Q: 3 clusters Score -1.577111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15771106.000000 Penalty: 5719.157715
	Iteration 67Q: 3 clusters Score -1.577111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -15771104.000000 Penalty: 5719.157715
	Iteration 68Q: 3 clusters Score -1.57711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -15771120.000000 Penalty: 5719.157715
	Iteration 69Q: 3 clusters Score -1.577112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -15771151.000000 Penalty: 5719.157715
	Iteration 70Q: 3 clusters Score -1.577115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15771134.000000 Penalty: 5719.157715
	Iteration 71Q: 3 clusters Score -1.577113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15771139.000000 Penalty: 5719.157715
	Iteration 72Q: 3 clusters Score -1.577114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -15771121.000000 Penalty: 5719.157715
	Iteration 73Q: 3 clusters Score -1.577112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -15771109.000000 Penalty: 5719.157715
	Iteration 74Q: 3 clusters Score -1.577111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15771125.000000 Penalty: 5719.157715
	Iteration 75Q: 3 clusters Score -1.577112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -15771105.000000 Penalty: 5719.157715
	Iteration 76Q: 3 clusters Score -1.57711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15771104.000000 Penalty: 5719.157715
	Iteration 77Q: 3 clusters Score -1.57711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15771109.000000 Penalty: 5719.157715
	Iteration 78Q: 3 clusters Score -1.577111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15771109.000000 Penalty: 5719.157715
	Iteration 79F: 3 clusters Score -1.577111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Entering Unmasked Estep 
Score: -7152529.500000 Penalty: 2664.752197
	Iteration 0F: 2 clusters Score -7152530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -7121184.000000 Penalty: 5329.504395
	Iteration 0F: 3 clusters Score -7121184 nChanged 21436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -7133002.500000 Penalty: 5329.504395
	Iteration 1F: 3 clusters Score -7133002 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -7133540.000000 Penalty: 5329.504395
	Iteration 2Q: 3 clusters Score -7133540 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7134055.000000 Penalty: 5329.504395
	Iteration 3Q: 3 clusters Score -7134055 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -7134691.500000 Penalty: 5329.504395
	Iteration 4Q: 3 clusters Score -7134692 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -7135562.000000 Penalty: 5329.504395
	Iteration 5Q: 3 clusters Score -7135562 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7136842.000000 Penalty: 5329.504395
	Iteration 6F: 3 clusters Score -7136842 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7138864.500000 Penalty: 5329.504395
	Iteration 7F: 3 clusters Score -7138864 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -7141754.500000 Penalty: 5329.504395
	Iteration 8F: 3 clusters Score -7141754 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -7144832.000000 Penalty: 5329.504395
	Iteration 9F: 3 clusters Score -7144832 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7147173.000000 Penalty: 5329.504395
	Iteration 10F: 3 clusters Score -7147173 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7148570.000000 Penalty: 5329.504395
	Iteration 11Q: 3 clusters Score -7148570 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7149253.000000 Penalty: 5329.504395
	Iteration 12Q: 3 clusters Score -7149253 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7149635.500000 Penalty: 5329.504395
	Iteration 13Q: 3 clusters Score -7149636 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7149873.000000 Penalty: 5329.504395
	Iteration 14Q: 3 clusters Score -7149873 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7150049.500000 Penalty: 5329.504395
	Iteration 15Q: 3 clusters Score -7150050 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7150154.000000 Penalty: 5329.504395
	Iteration 16Q: 3 clusters Score -7150154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7150265.000000 Penalty: 5329.504395
	Iteration 17Q: 3 clusters Score -7150265 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -7150353.000000 Penalty: 5329.504395
	Iteration 18Q: 3 clusters Score -7150353 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -7150415.000000 Penalty: 5329.504395
	Iteration 19Q: 3 clusters Score -7150415 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -7150463.500000 Penalty: 5329.504395
	Iteration 20F: 3 clusters Score -7150464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -7150519.500000 Penalty: 5329.504395
	Iteration 21Q: 3 clusters Score -7150520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7150559.000000 Penalty: 5329.504395
	Iteration 22Q: 3 clusters Score -7150559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -7150559.500000 Penalty: 5329.504395
	Iteration 23Q: 3 clusters Score -7150560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -7150580.500000 Penalty: 5329.504395
	Iteration 24Q: 3 clusters Score -7150580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -7150604.000000 Penalty: 5329.504395
	Iteration 25Q: 3 clusters Score -7150604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -7150621.000000 Penalty: 5329.504395
	Iteration 26Q: 3 clusters Score -7150621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7150642.500000 Penalty: 5329.504395
	Iteration 27Q: 3 clusters Score -7150642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -7150650.000000 Penalty: 5329.504395
	Iteration 28Q: 3 clusters Score -7150650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -7150669.000000 Penalty: 5329.504395
	Iteration 29Q: 3 clusters Score -7150669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -7150680.500000 Penalty: 5329.504395
	Iteration 30Q: 3 clusters Score -7150680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7150676.000000 Penalty: 5329.504395
	Iteration 31Q: 3 clusters Score -7150676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -7150676.000000 Penalty: 5329.504395
	Iteration 32Q: 3 clusters Score -7150676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -7150676.000000 Penalty: 5329.504395
	Iteration 33Q: 3 clusters Score -7150676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -7150688.500000 Penalty: 5329.504395
	Iteration 34Q: 3 clusters Score -7150688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -7150674.000000 Penalty: 5329.504395
	Iteration 35Q: 3 clusters Score -7150674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -7150674.000000 Penalty: 5329.504395
	Iteration 36Q: 3 clusters Score -7150674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -7150686.500000 Penalty: 5329.504395
	Iteration 37Q: 3 clusters Score -7150686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -7150683.000000 Penalty: 5329.504395
	Iteration 38Q: 3 clusters Score -7150683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7150687.000000 Penalty: 5329.504395
	Iteration 39Q: 3 clusters Score -7150687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -7150691.500000 Penalty: 5329.504395
	Iteration 40F: 3 clusters Score -7150692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -7150684.500000 Penalty: 5329.504395
	Iteration 41Q: 3 clusters Score -7150684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -7150688.500000 Penalty: 5329.504395
	Iteration 42Q: 3 clusters Score -7150688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7150684.500000 Penalty: 5329.504395
	Iteration 43Q: 3 clusters Score -7150684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -7150686.500000 Penalty: 5329.504395
	Iteration 44Q: 3 clusters Score -7150686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -7150690.000000 Penalty: 5329.504395
	Iteration 45Q: 3 clusters Score -7150690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -7150700.000000 Penalty: 5329.504395
	Iteration 46Q: 3 clusters Score -7150700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -7150695.500000 Penalty: 5329.504395
	Iteration 47Q: 3 clusters Score -7150696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -7150695.500000 Penalty: 5329.504395
	Iteration 48Q: 3 clusters Score -7150696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -7150692.000000 Penalty: 5329.504395
	Iteration 49Q: 3 clusters Score -7150692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -7150695.000000 Penalty: 5329.504395
	Iteration 50Q: 3 clusters Score -7150695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -7150697.500000 Penalty: 5329.504395
	Iteration 51Q: 3 clusters Score -7150698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -7150697.000000 Penalty: 5329.504395
	Iteration 52Q: 3 clusters Score -7150697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -7150700.500000 Penalty: 5329.504395
	Iteration 53Q: 3 clusters Score -7150700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7150696.000000 Penalty: 5329.504395
	Iteration 54Q: 3 clusters Score -7150696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -7150705.000000 Penalty: 5329.504395
	Iteration 55Q: 3 clusters Score -7150705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -7150705.000000 Penalty: 5329.504395
	Iteration 56F: 3 clusters Score -7150705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83789.515625 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83789.52 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84843.273438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84843.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85727.195312 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -85727.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85994.593750 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85994.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86079.601562 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -86079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86102.820312 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -86102.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86108.328125 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -86108.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86111.562500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -86111.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86111.562500 Penalty: 3225.383789
	Iteration 8F: 3 clusters Score -86111.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101779 members 
Mstep: Class 9 contains 46396 members 
Mstep: Class 10 contains 199 members 
Mstep: Class 11 contains 38074 members 
Mstep: Class 12 contains 82596 members 
Mstep: Class 13 contains 40384 members 
Mstep: Class 14 contains 69512 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 25826 members 
Mstep: Class 17 contains 57531 members 
Mstep: Class 18 contains 101589 members 
Mstep: Class 19 contains 104024 members 
Mstep: Class 20 contains 38248 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 104710 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777168.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137778320.000000 to -137777168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Entering Unmasked Estep 
Score: -5740773.000000 Penalty: 2615.727051
	Iteration 0F: 2 clusters Score -5740773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5715088.000000 Penalty: 5231.454102
	Iteration 0F: 3 clusters Score -5715088 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5724679.000000 Penalty: 5231.454102
	Iteration 1F: 3 clusters Score -5724679 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5725292.000000 Penalty: 5231.454102
	Iteration 2Q: 3 clusters Score -5725292 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5726123.000000 Penalty: 5231.454102
	Iteration 3Q: 3 clusters Score -5726123 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5727318.500000 Penalty: 5231.454102
	Iteration 4F: 3 clusters Score -5727318 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -5729062.000000 Penalty: 5231.454102
	Iteration 5F: 3 clusters Score -5729062 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5731310.500000 Penalty: 5231.454102
	Iteration 6F: 3 clusters Score -5731310 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5733735.000000 Penalty: 5231.454102
	Iteration 7F: 3 clusters Score -5733735 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5735794.500000 Penalty: 5231.454102
	Iteration 8F: 3 clusters Score -5735794 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5737126.500000 Penalty: 5231.454102
	Iteration 9Q: 3 clusters Score -5737126 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5737855.500000 Penalty: 5231.454102
	Iteration 10Q: 3 clusters Score -5737856 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5738194.000000 Penalty: 5231.454102
	Iteration 11Q: 3 clusters Score -5738194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5738350.500000 Penalty: 5231.454102
	Iteration 12Q: 3 clusters Score -5738350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5738422.000000 Penalty: 5231.454102
	Iteration 13Q: 3 clusters Score -5738422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5738465.500000 Penalty: 5231.454102
	Iteration 14Q: 3 clusters Score -5738466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5738490.000000 Penalty: 5231.454102
	Iteration 15Q: 3 clusters Score -5738490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5738510.000000 Penalty: 5231.454102
	Iteration 16Q: 3 clusters Score -5738510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5738521.000000 Penalty: 5231.454102
	Iteration 17Q: 3 clusters Score -5738521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5738527.500000 Penalty: 5231.454102
	Iteration 18Q: 3 clusters Score -5738528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5738526.500000 Penalty: 5231.454102
	Iteration 19Q: 3 clusters Score -5738526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5738532.000000 Penalty: 5231.454102
	Iteration 20F: 3 clusters Score -5738532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5738539.000000 Penalty: 5231.454102
	Iteration 21Q: 3 clusters Score -5738539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5738539.500000 Penalty: 5231.454102
	Iteration 22Q: 3 clusters Score -5738540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5738537.000000 Penalty: 5231.454102
	Iteration 23Q: 3 clusters Score -5738537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5738537.000000 Penalty: 5231.454102
	Iteration 24F: 3 clusters Score -5738537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Entering Unmasked Estep 
Score: -12747601.000000 Penalty: 2807.785645
	Iteration 0F: 2 clusters Score -1.27476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -12692483.000000 Penalty: 5615.571289
	Iteration 0F: 3 clusters Score -1.269248e+07 nChanged 38983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -12714863.000000 Penalty: 5615.571289
	Iteration 1F: 3 clusters Score -1.271486e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -12715748.000000 Penalty: 5615.571289
	Iteration 2Q: 3 clusters Score -1.271575e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -12716711.000000 Penalty: 5615.571289
	Iteration 3Q: 3 clusters Score -1.271671e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -12717989.000000 Penalty: 5615.571289
	Iteration 4Q: 3 clusters Score -1.271799e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -12719431.000000 Penalty: 5615.571289
	Iteration 5Q: 3 clusters Score -1.271943e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -12721648.000000 Penalty: 5615.571289
	Iteration 6F: 3 clusters Score -1.272165e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -12724477.000000 Penalty: 5615.571289
	Iteration 7F: 3 clusters Score -1.272448e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -12727774.000000 Penalty: 5615.571289
	Iteration 8F: 3 clusters Score -1.272777e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -12731410.000000 Penalty: 5615.571289
	Iteration 9F: 3 clusters Score -1.273141e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -12735162.000000 Penalty: 5615.571289
	Iteration 10F: 3 clusters Score -1.273516e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -12738449.000000 Penalty: 5615.571289
	Iteration 11F: 3 clusters Score -1.273845e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -12741097.000000 Penalty: 5615.571289
	Iteration 12Q: 3 clusters Score -1.27411e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -12742832.000000 Penalty: 5615.571289
	Iteration 13Q: 3 clusters Score -1.274283e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -12743944.000000 Penalty: 5615.571289
	Iteration 14Q: 3 clusters Score -1.274394e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12744684.000000 Penalty: 5615.571289
	Iteration 15Q: 3 clusters Score -1.274468e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12745104.000000 Penalty: 5615.571289
	Iteration 16Q: 3 clusters Score -1.27451e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -12745385.000000 Penalty: 5615.571289
	Iteration 17Q: 3 clusters Score -1.274538e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12745534.000000 Penalty: 5615.571289
	Iteration 18Q: 3 clusters Score -1.274553e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12745650.000000 Penalty: 5615.571289
	Iteration 19Q: 3 clusters Score -1.274565e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12745745.000000 Penalty: 5615.571289
	Iteration 20F: 3 clusters Score -1.274574e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12745802.000000 Penalty: 5615.571289
	Iteration 21Q: 3 clusters Score -1.27458e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12745853.000000 Penalty: 5615.571289
	Iteration 22Q: 3 clusters Score -1.274585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12745871.000000 Penalty: 5615.571289
	Iteration 23Q: 3 clusters Score -1.274587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12745882.000000 Penalty: 5615.571289
	Iteration 24Q: 3 clusters Score -1.274588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12745889.000000 Penalty: 5615.571289
	Iteration 25Q: 3 clusters Score -1.274589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12745892.000000 Penalty: 5615.571289
	Iteration 26Q: 3 clusters Score -1.274589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12745896.000000 Penalty: 5615.571289
	Iteration 27Q: 3 clusters Score -1.27459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12745905.000000 Penalty: 5615.571289
	Iteration 28Q: 3 clusters Score -1.27459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12745912.000000 Penalty: 5615.571289
	Iteration 29Q: 3 clusters Score -1.274591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12745925.000000 Penalty: 5615.571289
	Iteration 30Q: 3 clusters Score -1.274592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12745913.000000 Penalty: 5615.571289
	Iteration 31Q: 3 clusters Score -1.274591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12745928.000000 Penalty: 5615.571289
	Iteration 32Q: 3 clusters Score -1.274593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12745933.000000 Penalty: 5615.571289
	Iteration 33Q: 3 clusters Score -1.274593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12745929.000000 Penalty: 5615.571289
	Iteration 34Q: 3 clusters Score -1.274593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12745926.000000 Penalty: 5615.571289
	Iteration 35Q: 3 clusters Score -1.274593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12745937.000000 Penalty: 5615.571289
	Iteration 36Q: 3 clusters Score -1.274594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12745953.000000 Penalty: 5615.571289
	Iteration 37Q: 3 clusters Score -1.274595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12745955.000000 Penalty: 5615.571289
	Iteration 38Q: 3 clusters Score -1.274596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12745948.000000 Penalty: 5615.571289
	Iteration 39Q: 3 clusters Score -1.274595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12745951.000000 Penalty: 5615.571289
	Iteration 40F: 3 clusters Score -1.274595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12745943.000000 Penalty: 5615.571289
	Iteration 41Q: 3 clusters Score -1.274594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12745944.000000 Penalty: 5615.571289
	Iteration 42Q: 3 clusters Score -1.274594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12745941.000000 Penalty: 5615.571289
	Iteration 43Q: 3 clusters Score -1.274594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12745941.000000 Penalty: 5615.571289
	Iteration 44F: 3 clusters Score -1.274594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Entering Unmasked Estep 
Score: -6080561.000000 Penalty: 2630.334717
	Iteration 0F: 2 clusters Score -6080561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -6053079.500000 Penalty: 5260.669434
	Iteration 0F: 3 clusters Score -6053080 nChanged 18665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -6063517.500000 Penalty: 5260.669434
	Iteration 1F: 3 clusters Score -6063518 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -6064262.000000 Penalty: 5260.669434
	Iteration 2Q: 3 clusters Score -6064262 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -6065188.000000 Penalty: 5260.669434
	Iteration 3Q: 3 clusters Score -6065188 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6066181.500000 Penalty: 5260.669434
	Iteration 4F: 3 clusters Score -6066182 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6067339.000000 Penalty: 5260.669434
	Iteration 5F: 3 clusters Score -6067339 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6068605.000000 Penalty: 5260.669434
	Iteration 6F: 3 clusters Score -6068605 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -6069908.500000 Penalty: 5260.669434
	Iteration 7F: 3 clusters Score -6069908 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6071244.000000 Penalty: 5260.669434
	Iteration 8F: 3 clusters Score -6071244 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6072440.500000 Penalty: 5260.669434
	Iteration 9F: 3 clusters Score -6072440 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -6073421.000000 Penalty: 5260.669434
	Iteration 10Q: 3 clusters Score -6073421 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6074191.000000 Penalty: 5260.669434
	Iteration 11Q: 3 clusters Score -6074191 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6074793.500000 Penalty: 5260.669434
	Iteration 12Q: 3 clusters Score -6074794 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -6075185.500000 Penalty: 5260.669434
	Iteration 13Q: 3 clusters Score -6075186 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -6075515.000000 Penalty: 5260.669434
	Iteration 14Q: 3 clusters Score -6075515 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6075815.500000 Penalty: 5260.669434
	Iteration 15Q: 3 clusters Score -6075816 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -6076170.000000 Penalty: 5260.669434
	Iteration 16Q: 3 clusters Score -6076170 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6076592.500000 Penalty: 5260.669434
	Iteration 17Q: 3 clusters Score -6076592 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6077217.500000 Penalty: 5260.669434
	Iteration 18Q: 3 clusters Score -6077218 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6077931.500000 Penalty: 5260.669434
	Iteration 19Q: 3 clusters Score -6077932 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6078527.000000 Penalty: 5260.669434
	Iteration 20F: 3 clusters Score -6078527 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -6078912.000000 Penalty: 5260.669434
	Iteration 21Q: 3 clusters Score -6078912 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6079121.000000 Penalty: 5260.669434
	Iteration 22Q: 3 clusters Score -6079121 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6079246.000000 Penalty: 5260.669434
	Iteration 23Q: 3 clusters Score -6079246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6079291.000000 Penalty: 5260.669434
	Iteration 24Q: 3 clusters Score -6079291 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6079320.500000 Penalty: 5260.669434
	Iteration 25Q: 3 clusters Score -6079320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6079332.500000 Penalty: 5260.669434
	Iteration 26Q: 3 clusters Score -6079332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6079350.000000 Penalty: 5260.669434
	Iteration 27Q: 3 clusters Score -6079350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6079360.500000 Penalty: 5260.669434
	Iteration 28Q: 3 clusters Score -6079360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -6079360.000000 Penalty: 5260.669434
	Iteration 29Q: 3 clusters Score -6079360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6079353.500000 Penalty: 5260.669434
	Iteration 30Q: 3 clusters Score -6079354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -6079347.500000 Penalty: 5260.669434
	Iteration 31Q: 3 clusters Score -6079348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6079360.000000 Penalty: 5260.669434
	Iteration 32Q: 3 clusters Score -6079360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6079356.500000 Penalty: 5260.669434
	Iteration 33Q: 3 clusters Score -6079356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6079349.000000 Penalty: 5260.669434
	Iteration 34Q: 3 clusters Score -6079349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -6079350.000000 Penalty: 5260.669434
	Iteration 35Q: 3 clusters Score -6079350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6079344.000000 Penalty: 5260.669434
	Iteration 36Q: 3 clusters Score -6079344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6079346.000000 Penalty: 5260.669434
	Iteration 37Q: 3 clusters Score -6079346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6079343.000000 Penalty: 5260.669434
	Iteration 38Q: 3 clusters Score -6079343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -6079343.500000 Penalty: 5260.669434
	Iteration 39Q: 3 clusters Score -6079344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -6079350.000000 Penalty: 5260.669434
	Iteration 40F: 3 clusters Score -6079350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6079349.500000 Penalty: 5260.669434
	Iteration 41Q: 3 clusters Score -6079350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6079348.500000 Penalty: 5260.669434
	Iteration 42Q: 3 clusters Score -6079348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -6079351.000000 Penalty: 5260.669434
	Iteration 43Q: 3 clusters Score -6079351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -6079349.500000 Penalty: 5260.669434
	Iteration 44Q: 3 clusters Score -6079350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -6079349.500000 Penalty: 5260.669434
	Iteration 45F: 3 clusters Score -6079350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Entering Unmasked Estep 
Score: -10681553.000000 Penalty: 2765.015137
	Iteration 0F: 2 clusters Score -1.068155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -10634970.000000 Penalty: 5530.030273
	Iteration 0F: 3 clusters Score -1.063497e+07 nChanged 32574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -10653100.000000 Penalty: 5530.030273
	Iteration 1F: 3 clusters Score -1.06531e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -10653777.000000 Penalty: 5530.030273
	Iteration 2Q: 3 clusters Score -1.065378e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -10654591.000000 Penalty: 5530.030273
	Iteration 3Q: 3 clusters Score -1.065459e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10655628.000000 Penalty: 5530.030273
	Iteration 4Q: 3 clusters Score -1.065563e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -10657354.000000 Penalty: 5530.030273
	Iteration 5Q: 3 clusters Score -1.065735e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -10660131.000000 Penalty: 5530.030273
	Iteration 6F: 3 clusters Score -1.066013e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -10663984.000000 Penalty: 5530.030273
	Iteration 7F: 3 clusters Score -1.066398e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -10668587.000000 Penalty: 5530.030273
	Iteration 8F: 3 clusters Score -1.066859e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -10672741.000000 Penalty: 5530.030273
	Iteration 9F: 3 clusters Score -1.067274e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -10675768.000000 Penalty: 5530.030273
	Iteration 10Q: 3 clusters Score -1.067577e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -10677511.000000 Penalty: 5530.030273
	Iteration 11Q: 3 clusters Score -1.067751e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -10678386.000000 Penalty: 5530.030273
	Iteration 12Q: 3 clusters Score -1.067839e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -10678819.000000 Penalty: 5530.030273
	Iteration 13Q: 3 clusters Score -1.067882e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -10679034.000000 Penalty: 5530.030273
	Iteration 14Q: 3 clusters Score -1.067903e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -10679183.000000 Penalty: 5530.030273
	Iteration 15Q: 3 clusters Score -1.067918e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -10679271.000000 Penalty: 5530.030273
	Iteration 16Q: 3 clusters Score -1.067927e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -10679299.000000 Penalty: 5530.030273
	Iteration 17Q: 3 clusters Score -1.06793e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -10679322.000000 Penalty: 5530.030273
	Iteration 18Q: 3 clusters Score -1.067932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -10679365.000000 Penalty: 5530.030273
	Iteration 19Q: 3 clusters Score -1.067936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -10679380.000000 Penalty: 5530.030273
	Iteration 20F: 3 clusters Score -1.067938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -10679403.000000 Penalty: 5530.030273
	Iteration 21Q: 3 clusters Score -1.06794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -10679424.000000 Penalty: 5530.030273
	Iteration 22Q: 3 clusters Score -1.067942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -10679416.000000 Penalty: 5530.030273
	Iteration 23Q: 3 clusters Score -1.067942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -10679436.000000 Penalty: 5530.030273
	Iteration 24Q: 3 clusters Score -1.067944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -10679442.000000 Penalty: 5530.030273
	Iteration 25Q: 3 clusters Score -1.067944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -10679452.000000 Penalty: 5530.030273
	Iteration 26Q: 3 clusters Score -1.067945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -10679453.000000 Penalty: 5530.030273
	Iteration 27Q: 3 clusters Score -1.067945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10679453.000000 Penalty: 5530.030273
	Iteration 28Q: 3 clusters Score -1.067945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -10679453.000000 Penalty: 5530.030273
	Iteration 29F: 3 clusters Score -1.067945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -866615.500000 Penalty: 2153.185547
	Iteration 0F: 2 clusters Score -866615.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -861571.500000 Penalty: 4306.371094
	Iteration 0F: 3 clusters Score -861571.5 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -862846.125000 Penalty: 4306.371094
	Iteration 1F: 3 clusters Score -862846.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -863104.500000 Penalty: 4306.371094
	Iteration 2F: 3 clusters Score -863104.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -863296.937500 Penalty: 4306.371094
	Iteration 3F: 3 clusters Score -863296.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -863482.875000 Penalty: 4306.371094
	Iteration 4Q: 3 clusters Score -863482.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -863690.187500 Penalty: 4306.371094
	Iteration 5Q: 3 clusters Score -863690.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -863874.500000 Penalty: 4306.371094
	Iteration 6Q: 3 clusters Score -863874.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -864073.437500 Penalty: 4306.371094
	Iteration 7Q: 3 clusters Score -864073.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -864339.062500 Penalty: 4306.371094
	Iteration 8F: 3 clusters Score -864339.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -864611.437500 Penalty: 4306.371094
	Iteration 9F: 3 clusters Score -864611.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -864868.375000 Penalty: 4306.371094
	Iteration 10F: 3 clusters Score -864868.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -865149.687500 Penalty: 4306.371094
	Iteration 11Q: 3 clusters Score -865149.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -865401.875000 Penalty: 4306.371094
	Iteration 12Q: 3 clusters Score -865401.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -865584.500000 Penalty: 4306.371094
	Iteration 13Q: 3 clusters Score -865584.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -865671.312500 Penalty: 4306.371094
	Iteration 14Q: 3 clusters Score -865671.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -865726.875000 Penalty: 4306.371094
	Iteration 15Q: 3 clusters Score -865726.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -865763.750000 Penalty: 4306.371094
	Iteration 16Q: 3 clusters Score -865763.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -865792.437500 Penalty: 4306.371094
	Iteration 17Q: 3 clusters Score -865792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -865806.250000 Penalty: 4306.371094
	Iteration 18Q: 3 clusters Score -865806.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -865816.187500 Penalty: 4306.371094
	Iteration 19Q: 3 clusters Score -865816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -865826.500000 Penalty: 4306.371094
	Iteration 20F: 3 clusters Score -865826.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -865836.937500 Penalty: 4306.371094
	Iteration 21Q: 3 clusters Score -865836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -865841.687500 Penalty: 4306.371094
	Iteration 22Q: 3 clusters Score -865841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -865843.062500 Penalty: 4306.371094
	Iteration 23Q: 3 clusters Score -865843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -865845.687500 Penalty: 4306.371094
	Iteration 24Q: 3 clusters Score -865845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -865844.812500 Penalty: 4306.371094
	Iteration 25Q: 3 clusters Score -865844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -865845.562500 Penalty: 4306.371094
	Iteration 26Q: 3 clusters Score -865845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -865845.562500 Penalty: 4306.371094
	Iteration 27F: 3 clusters Score -865845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Entering Unmasked Estep 
Score: -3691416.000000 Penalty: 2519.465820
	Iteration 0F: 2 clusters Score -3691416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3673555.500000 Penalty: 5038.931641
	Iteration 0F: 3 clusters Score -3673556 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3679868.000000 Penalty: 5038.931641
	Iteration 1F: 3 clusters Score -3679868 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3680329.250000 Penalty: 5038.931641
	Iteration 2F: 3 clusters Score -3680329 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3680723.750000 Penalty: 5038.931641
	Iteration 3Q: 3 clusters Score -3680724 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3681123.500000 Penalty: 5038.931641
	Iteration 4Q: 3 clusters Score -3681124 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3681550.500000 Penalty: 5038.931641
	Iteration 5Q: 3 clusters Score -3681550 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3681956.000000 Penalty: 5038.931641
	Iteration 6Q: 3 clusters Score -3681956 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3682357.750000 Penalty: 5038.931641
	Iteration 7Q: 3 clusters Score -3682358 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3682731.750000 Penalty: 5038.931641
	Iteration 8Q: 3 clusters Score -3682732 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3683083.500000 Penalty: 5038.931641
	Iteration 9Q: 3 clusters Score -3683084 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3683435.750000 Penalty: 5038.931641
	Iteration 10Q: 3 clusters Score -3683436 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3683796.750000 Penalty: 5038.931641
	Iteration 11Q: 3 clusters Score -3683797 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3684209.500000 Penalty: 5038.931641
	Iteration 12Q: 3 clusters Score -3684210 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3684621.500000 Penalty: 5038.931641
	Iteration 13Q: 3 clusters Score -3684622 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3685029.500000 Penalty: 5038.931641
	Iteration 14Q: 3 clusters Score -3685030 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3685459.250000 Penalty: 5038.931641
	Iteration 15Q: 3 clusters Score -3685459 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3685901.000000 Penalty: 5038.931641
	Iteration 16Q: 3 clusters Score -3685901 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3686362.500000 Penalty: 5038.931641
	Iteration 17Q: 3 clusters Score -3686362 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3686799.000000 Penalty: 5038.931641
	Iteration 18Q: 3 clusters Score -3686799 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3687180.500000 Penalty: 5038.931641
	Iteration 19Q: 3 clusters Score -3687180 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3687554.500000 Penalty: 5038.931641
	Iteration 20F: 3 clusters Score -3687554 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3687857.250000 Penalty: 5038.931641
	Iteration 21Q: 3 clusters Score -3687857 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3688127.250000 Penalty: 5038.931641
	Iteration 22Q: 3 clusters Score -3688127 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3688349.250000 Penalty: 5038.931641
	Iteration 23Q: 3 clusters Score -3688349 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3688537.500000 Penalty: 5038.931641
	Iteration 24Q: 3 clusters Score -3688538 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3688657.750000 Penalty: 5038.931641
	Iteration 25Q: 3 clusters Score -3688658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3688737.500000 Penalty: 5038.931641
	Iteration 26Q: 3 clusters Score -3688738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3688807.750000 Penalty: 5038.931641
	Iteration 27Q: 3 clusters Score -3688808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3688855.000000 Penalty: 5038.931641
	Iteration 28Q: 3 clusters Score -3688855 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3688918.500000 Penalty: 5038.931641
	Iteration 29Q: 3 clusters Score -3688918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3688974.750000 Penalty: 5038.931641
	Iteration 30Q: 3 clusters Score -3688975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3689000.000000 Penalty: 5038.931641
	Iteration 31Q: 3 clusters Score -3689000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3689034.500000 Penalty: 5038.931641
	Iteration 32Q: 3 clusters Score -3689034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3689056.500000 Penalty: 5038.931641
	Iteration 33Q: 3 clusters Score -3689056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3689095.250000 Penalty: 5038.931641
	Iteration 34Q: 3 clusters Score -3689095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3689130.500000 Penalty: 5038.931641
	Iteration 35Q: 3 clusters Score -3689130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3689160.750000 Penalty: 5038.931641
	Iteration 36Q: 3 clusters Score -3689161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3689187.000000 Penalty: 5038.931641
	Iteration 37Q: 3 clusters Score -3689187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3689200.250000 Penalty: 5038.931641
	Iteration 38Q: 3 clusters Score -3689200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3689216.500000 Penalty: 5038.931641
	Iteration 39Q: 3 clusters Score -3689216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3689227.000000 Penalty: 5038.931641
	Iteration 40F: 3 clusters Score -3689227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3689239.750000 Penalty: 5038.931641
	Iteration 41Q: 3 clusters Score -3689240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3689249.500000 Penalty: 5038.931641
	Iteration 42Q: 3 clusters Score -3689250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3689256.250000 Penalty: 5038.931641
	Iteration 43Q: 3 clusters Score -3689256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3689273.500000 Penalty: 5038.931641
	Iteration 44Q: 3 clusters Score -3689274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3689283.250000 Penalty: 5038.931641
	Iteration 45Q: 3 clusters Score -3689283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3689297.750000 Penalty: 5038.931641
	Iteration 46Q: 3 clusters Score -3689298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3689310.750000 Penalty: 5038.931641
	Iteration 47Q: 3 clusters Score -3689311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3689313.750000 Penalty: 5038.931641
	Iteration 48Q: 3 clusters Score -3689314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3689318.750000 Penalty: 5038.931641
	Iteration 49Q: 3 clusters Score -3689319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3689325.000000 Penalty: 5038.931641
	Iteration 50Q: 3 clusters Score -3689325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3689329.500000 Penalty: 5038.931641
	Iteration 51Q: 3 clusters Score -3689330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3689343.250000 Penalty: 5038.931641
	Iteration 52Q: 3 clusters Score -3689343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3689345.250000 Penalty: 5038.931641
	Iteration 53Q: 3 clusters Score -3689345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3689348.000000 Penalty: 5038.931641
	Iteration 54Q: 3 clusters Score -3689348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3689351.000000 Penalty: 5038.931641
	Iteration 55Q: 3 clusters Score -3689351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3689353.000000 Penalty: 5038.931641
	Iteration 56Q: 3 clusters Score -3689353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3689351.750000 Penalty: 5038.931641
	Iteration 57Q: 3 clusters Score -3689352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3689356.250000 Penalty: 5038.931641
	Iteration 58Q: 3 clusters Score -3689356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3689359.500000 Penalty: 5038.931641
	Iteration 59Q: 3 clusters Score -3689360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3689362.250000 Penalty: 5038.931641
	Iteration 60F: 3 clusters Score -3689362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3689368.000000 Penalty: 5038.931641
	Iteration 61Q: 3 clusters Score -3689368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3689367.750000 Penalty: 5038.931641
	Iteration 62Q: 3 clusters Score -3689368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3689370.500000 Penalty: 5038.931641
	Iteration 63Q: 3 clusters Score -3689370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3689372.250000 Penalty: 5038.931641
	Iteration 64Q: 3 clusters Score -3689372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3689381.750000 Penalty: 5038.931641
	Iteration 65Q: 3 clusters Score -3689382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3689384.750000 Penalty: 5038.931641
	Iteration 66Q: 3 clusters Score -3689385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3689383.250000 Penalty: 5038.931641
	Iteration 67Q: 3 clusters Score -3689383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3689379.000000 Penalty: 5038.931641
	Iteration 68Q: 3 clusters Score -3689379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3689378.000000 Penalty: 5038.931641
	Iteration 69Q: 3 clusters Score -3689378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3689375.500000 Penalty: 5038.931641
	Iteration 70Q: 3 clusters Score -3689376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3689380.750000 Penalty: 5038.931641
	Iteration 71Q: 3 clusters Score -3689381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3689380.250000 Penalty: 5038.931641
	Iteration 72Q: 3 clusters Score -3689380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3689381.000000 Penalty: 5038.931641
	Iteration 73Q: 3 clusters Score -3689381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3689381.500000 Penalty: 5038.931641
	Iteration 74Q: 3 clusters Score -3689382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3689380.250000 Penalty: 5038.931641
	Iteration 75Q: 3 clusters Score -3689380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3689385.750000 Penalty: 5038.931641
	Iteration 76Q: 3 clusters Score -3689386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3689388.250000 Penalty: 5038.931641
	Iteration 77Q: 3 clusters Score -3689388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3689384.750000 Penalty: 5038.931641
	Iteration 78Q: 3 clusters Score -3689385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3689389.750000 Penalty: 5038.931641
	Iteration 79Q: 3 clusters Score -3689390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3689388.500000 Penalty: 5038.931641
	Iteration 80F: 3 clusters Score -3689388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3689396.250000 Penalty: 5038.931641
	Iteration 81Q: 3 clusters Score -3689396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3689396.250000 Penalty: 5038.931641
	Iteration 82F: 3 clusters Score -3689396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Entering Unmasked Estep 
Score: -8983550.000000 Penalty: 2718.099609
	Iteration 0F: 2 clusters Score -8983550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -8944976.000000 Penalty: 5436.199219
	Iteration 0F: 3 clusters Score -8944976 nChanged 26708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8960054.000000 Penalty: 5436.199219
	Iteration 1F: 3 clusters Score -8960054 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8960746.000000 Penalty: 5436.199219
	Iteration 2Q: 3 clusters Score -8960746 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -8961487.000000 Penalty: 5436.199219
	Iteration 3Q: 3 clusters Score -8961487 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -8962296.000000 Penalty: 5436.199219
	Iteration 4Q: 3 clusters Score -8962296 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8963387.000000 Penalty: 5436.199219
	Iteration 5Q: 3 clusters Score -8963387 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8964775.000000 Penalty: 5436.199219
	Iteration 6Q: 3 clusters Score -8964775 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8966584.000000 Penalty: 5436.199219
	Iteration 7F: 3 clusters Score -8966584 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -8968832.000000 Penalty: 5436.199219
	Iteration 8F: 3 clusters Score -8968832 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -8971204.000000 Penalty: 5436.199219
	Iteration 9F: 3 clusters Score -8971204 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -8973551.000000 Penalty: 5436.199219
	Iteration 10Q: 3 clusters Score -8973551 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -8975211.000000 Penalty: 5436.199219
	Iteration 11Q: 3 clusters Score -8975211 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -8976217.000000 Penalty: 5436.199219
	Iteration 12Q: 3 clusters Score -8976217 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8976840.000000 Penalty: 5436.199219
	Iteration 13Q: 3 clusters Score -8976840 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -8977434.000000 Penalty: 5436.199219
	Iteration 14Q: 3 clusters Score -8977434 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -8977923.000000 Penalty: 5436.199219
	Iteration 15Q: 3 clusters Score -8977923 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8978363.000000 Penalty: 5436.199219
	Iteration 16Q: 3 clusters Score -8978363 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -8978839.000000 Penalty: 5436.199219
	Iteration 17Q: 3 clusters Score -8978839 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8979277.000000 Penalty: 5436.199219
	Iteration 18Q: 3 clusters Score -8979277 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8979667.000000 Penalty: 5436.199219
	Iteration 19Q: 3 clusters Score -8979667 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8980025.000000 Penalty: 5436.199219
	Iteration 20F: 3 clusters Score -8980025 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8980296.000000 Penalty: 5436.199219
	Iteration 21Q: 3 clusters Score -8980296 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8980553.000000 Penalty: 5436.199219
	Iteration 22Q: 3 clusters Score -8980553 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8980695.000000 Penalty: 5436.199219
	Iteration 23Q: 3 clusters Score -8980695 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8980820.000000 Penalty: 5436.199219
	Iteration 24Q: 3 clusters Score -8980820 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8980917.000000 Penalty: 5436.199219
	Iteration 25Q: 3 clusters Score -8980917 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8981009.000000 Penalty: 5436.199219
	Iteration 26Q: 3 clusters Score -8981009 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8981099.000000 Penalty: 5436.199219
	Iteration 27Q: 3 clusters Score -8981099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8981150.000000 Penalty: 5436.199219
	Iteration 28Q: 3 clusters Score -8981150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8981177.000000 Penalty: 5436.199219
	Iteration 29Q: 3 clusters Score -8981177 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8981204.000000 Penalty: 5436.199219
	Iteration 30Q: 3 clusters Score -8981204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8981234.000000 Penalty: 5436.199219
	Iteration 31Q: 3 clusters Score -8981234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8981280.000000 Penalty: 5436.199219
	Iteration 32Q: 3 clusters Score -8981280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8981288.000000 Penalty: 5436.199219
	Iteration 33Q: 3 clusters Score -8981288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8981319.000000 Penalty: 5436.199219
	Iteration 34Q: 3 clusters Score -8981319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8981328.000000 Penalty: 5436.199219
	Iteration 35Q: 3 clusters Score -8981328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8981334.000000 Penalty: 5436.199219
	Iteration 36Q: 3 clusters Score -8981334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8981358.000000 Penalty: 5436.199219
	Iteration 37Q: 3 clusters Score -8981358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8981368.000000 Penalty: 5436.199219
	Iteration 38Q: 3 clusters Score -8981368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8981373.000000 Penalty: 5436.199219
	Iteration 39Q: 3 clusters Score -8981373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8981374.000000 Penalty: 5436.199219
	Iteration 40F: 3 clusters Score -8981374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8981370.000000 Penalty: 5436.199219
	Iteration 41Q: 3 clusters Score -8981370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8981371.000000 Penalty: 5436.199219
	Iteration 42Q: 3 clusters Score -8981371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8981375.000000 Penalty: 5436.199219
	Iteration 43Q: 3 clusters Score -8981375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8981381.000000 Penalty: 5436.199219
	Iteration 44Q: 3 clusters Score -8981381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8981394.000000 Penalty: 5436.199219
	Iteration 45Q: 3 clusters Score -8981394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8981393.000000 Penalty: 5436.199219
	Iteration 46Q: 3 clusters Score -8981393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8981391.000000 Penalty: 5436.199219
	Iteration 47Q: 3 clusters Score -8981391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8981391.000000 Penalty: 5436.199219
	Iteration 48Q: 3 clusters Score -8981391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8981402.000000 Penalty: 5436.199219
	Iteration 49Q: 3 clusters Score -8981402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 5436.199219
	Iteration 50Q: 3 clusters Score -8981412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 5436.199219
	Iteration 51Q: 3 clusters Score -8981412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 5436.199219
	Iteration 52Q: 3 clusters Score -8981412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8981413.000000 Penalty: 5436.199219
	Iteration 53Q: 3 clusters Score -8981413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 5436.199219
	Iteration 54Q: 3 clusters Score -8981412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 5436.199219
	Iteration 55Q: 3 clusters Score -8981411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 5436.199219
	Iteration 56F: 3 clusters Score -8981411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Entering Unmasked Estep 
Score: -15662334.000000 Penalty: 2859.115234
	Iteration 0F: 2 clusters Score -1.566233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -15595689.000000 Penalty: 5718.230469
	Iteration 0F: 3 clusters Score -1.559569e+07 nChanged 48080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -15623766.000000 Penalty: 5718.230469
	Iteration 1F: 3 clusters Score -1.562377e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -15624931.000000 Penalty: 5718.230469
	Iteration 2Q: 3 clusters Score -1.562493e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -15626392.000000 Penalty: 5718.230469
	Iteration 3Q: 3 clusters Score -1.562639e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -15628473.000000 Penalty: 5718.230469
	Iteration 4Q: 3 clusters Score -1.562847e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -15631353.000000 Penalty: 5718.230469
	Iteration 5F: 3 clusters Score -1.563135e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -15635160.000000 Penalty: 5718.230469
	Iteration 6F: 3 clusters Score -1.563516e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -15639565.000000 Penalty: 5718.230469
	Iteration 7F: 3 clusters Score -1.563956e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -15643645.000000 Penalty: 5718.230469
	Iteration 8F: 3 clusters Score -1.564364e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -15646060.000000 Penalty: 5718.230469
	Iteration 9Q: 3 clusters Score -1.564606e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -15647122.000000 Penalty: 5718.230469
	Iteration 10Q: 3 clusters Score -1.564712e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -15647649.000000 Penalty: 5718.230469
	Iteration 11Q: 3 clusters Score -1.564765e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -15648166.000000 Penalty: 5718.230469
	Iteration 12Q: 3 clusters Score -1.564817e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -15648590.000000 Penalty: 5718.230469
	Iteration 13Q: 3 clusters Score -1.564859e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -15648928.000000 Penalty: 5718.230469
	Iteration 14Q: 3 clusters Score -1.564893e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -15649300.000000 Penalty: 5718.230469
	Iteration 15Q: 3 clusters Score -1.56493e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -15649775.000000 Penalty: 5718.230469
	Iteration 16Q: 3 clusters Score -1.564978e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -15650174.000000 Penalty: 5718.230469
	Iteration 17Q: 3 clusters Score -1.565017e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -15650613.000000 Penalty: 5718.230469
	Iteration 18Q: 3 clusters Score -1.565061e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -15651048.000000 Penalty: 5718.230469
	Iteration 19Q: 3 clusters Score -1.565105e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -15651515.000000 Penalty: 5718.230469
	Iteration 20F: 3 clusters Score -1.565152e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -15651995.000000 Penalty: 5718.230469
	Iteration 21Q: 3 clusters Score -1.5652e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -15652503.000000 Penalty: 5718.230469
	Iteration 22Q: 3 clusters Score -1.56525e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -15652934.000000 Penalty: 5718.230469
	Iteration 23Q: 3 clusters Score -1.565293e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -15653399.000000 Penalty: 5718.230469
	Iteration 24Q: 3 clusters Score -1.56534e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -15653837.000000 Penalty: 5718.230469
	Iteration 25Q: 3 clusters Score -1.565384e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -15654295.000000 Penalty: 5718.230469
	Iteration 26Q: 3 clusters Score -1.56543e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -15654727.000000 Penalty: 5718.230469
	Iteration 27Q: 3 clusters Score -1.565473e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -15655075.000000 Penalty: 5718.230469
	Iteration 28Q: 3 clusters Score -1.565508e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -15655376.000000 Penalty: 5718.230469
	Iteration 29Q: 3 clusters Score -1.565538e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -15655754.000000 Penalty: 5718.230469
	Iteration 30Q: 3 clusters Score -1.565575e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -15656247.000000 Penalty: 5718.230469
	Iteration 31Q: 3 clusters Score -1.565625e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -15656679.000000 Penalty: 5718.230469
	Iteration 32Q: 3 clusters Score -1.565668e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -15657039.000000 Penalty: 5718.230469
	Iteration 33Q: 3 clusters Score -1.565704e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -15657400.000000 Penalty: 5718.230469
	Iteration 34Q: 3 clusters Score -1.56574e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -15657867.000000 Penalty: 5718.230469
	Iteration 35Q: 3 clusters Score -1.565787e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -15658305.000000 Penalty: 5718.230469
	Iteration 36Q: 3 clusters Score -1.56583e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -15658831.000000 Penalty: 5718.230469
	Iteration 37Q: 3 clusters Score -1.565883e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -15659314.000000 Penalty: 5718.230469
	Iteration 38Q: 3 clusters Score -1.565931e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94624 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -15659638.000000 Penalty: 5718.230469
	Iteration 39Q: 3 clusters Score -1.565964e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -15659958.000000 Penalty: 5718.230469
	Iteration 40F: 3 clusters Score -1.565996e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -15660168.000000 Penalty: 5718.230469
	Iteration 41Q: 3 clusters Score -1.566017e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -15660326.000000 Penalty: 5718.230469
	Iteration 42Q: 3 clusters Score -1.566033e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15660509.000000 Penalty: 5718.230469
	Iteration 43Q: 3 clusters Score -1.566051e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15660653.000000 Penalty: 5718.230469
	Iteration 44Q: 3 clusters Score -1.566065e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15660687.000000 Penalty: 5718.230469
	Iteration 45Q: 3 clusters Score -1.566069e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -15660735.000000 Penalty: 5718.230469
	Iteration 46Q: 3 clusters Score -1.566074e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -15660837.000000 Penalty: 5718.230469
	Iteration 47Q: 3 clusters Score -1.566084e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -15660866.000000 Penalty: 5718.230469
	Iteration 48Q: 3 clusters Score -1.566087e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15660885.000000 Penalty: 5718.230469
	Iteration 49Q: 3 clusters Score -1.566088e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15660924.000000 Penalty: 5718.230469
	Iteration 50Q: 3 clusters Score -1.566092e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15660968.000000 Penalty: 5718.230469
	Iteration 51Q: 3 clusters Score -1.566097e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15660983.000000 Penalty: 5718.230469
	Iteration 52Q: 3 clusters Score -1.566098e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -15661060.000000 Penalty: 5718.230469
	Iteration 53Q: 3 clusters Score -1.566106e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15661151.000000 Penalty: 5718.230469
	Iteration 54Q: 3 clusters Score -1.566115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15661146.000000 Penalty: 5718.230469
	Iteration 55Q: 3 clusters Score -1.566115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15661164.000000 Penalty: 5718.230469
	Iteration 56Q: 3 clusters Score -1.566116e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15661212.000000 Penalty: 5718.230469
	Iteration 57Q: 3 clusters Score -1.566121e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15661245.000000 Penalty: 5718.230469
	Iteration 58Q: 3 clusters Score -1.566124e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15661251.000000 Penalty: 5718.230469
	Iteration 59Q: 3 clusters Score -1.566125e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15661291.000000 Penalty: 5718.230469
	Iteration 60F: 3 clusters Score -1.566129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15661333.000000 Penalty: 5718.230469
	Iteration 61Q: 3 clusters Score -1.566133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15661370.000000 Penalty: 5718.230469
	Iteration 62Q: 3 clusters Score -1.566137e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15661396.000000 Penalty: 5718.230469
	Iteration 63Q: 3 clusters Score -1.56614e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15661428.000000 Penalty: 5718.230469
	Iteration 64Q: 3 clusters Score -1.566143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15661429.000000 Penalty: 5718.230469
	Iteration 65Q: 3 clusters Score -1.566143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15661447.000000 Penalty: 5718.230469
	Iteration 66Q: 3 clusters Score -1.566145e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -15661483.000000 Penalty: 5718.230469
	Iteration 67Q: 3 clusters Score -1.566148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -15661506.000000 Penalty: 5718.230469
	Iteration 68Q: 3 clusters Score -1.566151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15661530.000000 Penalty: 5718.230469
	Iteration 69Q: 3 clusters Score -1.566153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15661547.000000 Penalty: 5718.230469
	Iteration 70Q: 3 clusters Score -1.566155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15661566.000000 Penalty: 5718.230469
	Iteration 71Q: 3 clusters Score -1.566157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15661575.000000 Penalty: 5718.230469
	Iteration 72Q: 3 clusters Score -1.566158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15661566.000000 Penalty: 5718.230469
	Iteration 73Q: 3 clusters Score -1.566157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -15661576.000000 Penalty: 5718.230469
	Iteration 74Q: 3 clusters Score -1.566158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15661593.000000 Penalty: 5718.230469
	Iteration 75Q: 3 clusters Score -1.566159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15661591.000000 Penalty: 5718.230469
	Iteration 76Q: 3 clusters Score -1.566159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15661589.000000 Penalty: 5718.230469
	Iteration 77Q: 3 clusters Score -1.566159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15661597.000000 Penalty: 5718.230469
	Iteration 78Q: 3 clusters Score -1.56616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15661593.000000 Penalty: 5718.230469
	Iteration 79Q: 3 clusters Score -1.566159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -15661589.000000 Penalty: 5718.230469
	Iteration 80F: 3 clusters Score -1.566159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15661603.000000 Penalty: 5718.230469
	Iteration 81Q: 3 clusters Score -1.56616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15661605.000000 Penalty: 5718.230469
	Iteration 82Q: 3 clusters Score -1.56616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15661605.000000 Penalty: 5718.230469
	Iteration 83F: 3 clusters Score -1.56616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Entering Unmasked Estep 
Score: -16001497.000000 Penalty: 2864.989502
	Iteration 0F: 2 clusters Score -1.60015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -15933500.000000 Penalty: 5729.979004
	Iteration 0F: 3 clusters Score -1.59335e+07 nChanged 49123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -15961449.000000 Penalty: 5729.979004
	Iteration 1F: 3 clusters Score -1.596145e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -15962360.000000 Penalty: 5729.979004
	Iteration 2Q: 3 clusters Score -1.596236e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -15963488.000000 Penalty: 5729.979004
	Iteration 3Q: 3 clusters Score -1.596349e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -15965116.000000 Penalty: 5729.979004
	Iteration 4Q: 3 clusters Score -1.596512e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -15967459.000000 Penalty: 5729.979004
	Iteration 5Q: 3 clusters Score -1.596746e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -15970581.000000 Penalty: 5729.979004
	Iteration 6F: 3 clusters Score -1.597058e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -15975033.000000 Penalty: 5729.979004
	Iteration 7F: 3 clusters Score -1.597503e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -15980568.000000 Penalty: 5729.979004
	Iteration 8F: 3 clusters Score -1.598057e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -15985849.000000 Penalty: 5729.979004
	Iteration 9F: 3 clusters Score -1.598585e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -15989505.000000 Penalty: 5729.979004
	Iteration 10F: 3 clusters Score -1.59895e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -15991029.000000 Penalty: 5729.979004
	Iteration 11Q: 3 clusters Score -1.599103e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -15992024.000000 Penalty: 5729.979004
	Iteration 12Q: 3 clusters Score -1.599202e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -15992900.000000 Penalty: 5729.979004
	Iteration 13Q: 3 clusters Score -1.59929e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -15993728.000000 Penalty: 5729.979004
	Iteration 14Q: 3 clusters Score -1.599373e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -15994508.000000 Penalty: 5729.979004
	Iteration 15Q: 3 clusters Score -1.599451e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -15995011.000000 Penalty: 5729.979004
	Iteration 16Q: 3 clusters Score -1.599501e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -15995424.000000 Penalty: 5729.979004
	Iteration 17Q: 3 clusters Score -1.599542e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -15995748.000000 Penalty: 5729.979004
	Iteration 18Q: 3 clusters Score -1.599575e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -15995931.000000 Penalty: 5729.979004
	Iteration 19Q: 3 clusters Score -1.599593e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -15996152.000000 Penalty: 5729.979004
	Iteration 20F: 3 clusters Score -1.599615e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -15996271.000000 Penalty: 5729.979004
	Iteration 21Q: 3 clusters Score -1.599627e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -15996456.000000 Penalty: 5729.979004
	Iteration 22Q: 3 clusters Score -1.599646e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -15996647.000000 Penalty: 5729.979004
	Iteration 23Q: 3 clusters Score -1.599665e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -15996782.000000 Penalty: 5729.979004
	Iteration 24Q: 3 clusters Score -1.599678e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -15996912.000000 Penalty: 5729.979004
	Iteration 25Q: 3 clusters Score -1.599691e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -15997029.000000 Penalty: 5729.979004
	Iteration 26Q: 3 clusters Score -1.599703e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -15997197.000000 Penalty: 5729.979004
	Iteration 27Q: 3 clusters Score -1.59972e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -15997382.000000 Penalty: 5729.979004
	Iteration 28Q: 3 clusters Score -1.599738e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -15997518.000000 Penalty: 5729.979004
	Iteration 29Q: 3 clusters Score -1.599752e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -15997610.000000 Penalty: 5729.979004
	Iteration 30Q: 3 clusters Score -1.599761e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -15997701.000000 Penalty: 5729.979004
	Iteration 31Q: 3 clusters Score -1.59977e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -15997807.000000 Penalty: 5729.979004
	Iteration 32Q: 3 clusters Score -1.599781e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -15997964.000000 Penalty: 5729.979004
	Iteration 33Q: 3 clusters Score -1.599796e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -15998126.000000 Penalty: 5729.979004
	Iteration 34Q: 3 clusters Score -1.599813e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -15998238.000000 Penalty: 5729.979004
	Iteration 35Q: 3 clusters Score -1.599824e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -15998352.000000 Penalty: 5729.979004
	Iteration 36Q: 3 clusters Score -1.599835e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -15998481.000000 Penalty: 5729.979004
	Iteration 37Q: 3 clusters Score -1.599848e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -15998596.000000 Penalty: 5729.979004
	Iteration 38Q: 3 clusters Score -1.59986e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -15998644.000000 Penalty: 5729.979004
	Iteration 39Q: 3 clusters Score -1.599864e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -15998751.000000 Penalty: 5729.979004
	Iteration 40F: 3 clusters Score -1.599875e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -15998812.000000 Penalty: 5729.979004
	Iteration 41Q: 3 clusters Score -1.599881e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -15998892.000000 Penalty: 5729.979004
	Iteration 42Q: 3 clusters Score -1.599889e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -15999008.000000 Penalty: 5729.979004
	Iteration 43Q: 3 clusters Score -1.599901e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -15999096.000000 Penalty: 5729.979004
	Iteration 44Q: 3 clusters Score -1.59991e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -15999205.000000 Penalty: 5729.979004
	Iteration 45Q: 3 clusters Score -1.59992e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -15999282.000000 Penalty: 5729.979004
	Iteration 46Q: 3 clusters Score -1.599928e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -15999379.000000 Penalty: 5729.979004
	Iteration 47Q: 3 clusters Score -1.599938e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -15999470.000000 Penalty: 5729.979004
	Iteration 48Q: 3 clusters Score -1.599947e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -15999532.000000 Penalty: 5729.979004
	Iteration 49Q: 3 clusters Score -1.599953e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -15999592.000000 Penalty: 5729.979004
	Iteration 50Q: 3 clusters Score -1.599959e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -15999650.000000 Penalty: 5729.979004
	Iteration 51Q: 3 clusters Score -1.599965e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -15999748.000000 Penalty: 5729.979004
	Iteration 52Q: 3 clusters Score -1.599975e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -15999806.000000 Penalty: 5729.979004
	Iteration 53Q: 3 clusters Score -1.599981e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -15999906.000000 Penalty: 5729.979004
	Iteration 54Q: 3 clusters Score -1.599991e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -15999945.000000 Penalty: 5729.979004
	Iteration 55Q: 3 clusters Score -1.599994e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -15999998.000000 Penalty: 5729.979004
	Iteration 56Q: 3 clusters Score -1.6e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -16000008.000000 Penalty: 5729.979004
	Iteration 57Q: 3 clusters Score -1.600001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -16000073.000000 Penalty: 5729.979004
	Iteration 58Q: 3 clusters Score -1.600007e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -16000094.000000 Penalty: 5729.979004
	Iteration 59Q: 3 clusters Score -1.600009e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -16000164.000000 Penalty: 5729.979004
	Iteration 60F: 3 clusters Score -1.600016e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -16000222.000000 Penalty: 5729.979004
	Iteration 61Q: 3 clusters Score -1.600022e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -16000249.000000 Penalty: 5729.979004
	Iteration 62Q: 3 clusters Score -1.600025e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -16000319.000000 Penalty: 5729.979004
	Iteration 63Q: 3 clusters Score -1.600032e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -16000370.000000 Penalty: 5729.979004
	Iteration 64Q: 3 clusters Score -1.600037e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -16000422.000000 Penalty: 5729.979004
	Iteration 65Q: 3 clusters Score -1.600042e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -16000399.000000 Penalty: 5729.979004
	Iteration 66Q: 3 clusters Score -1.60004e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -16000442.000000 Penalty: 5729.979004
	Iteration 67Q: 3 clusters Score -1.600044e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -16000488.000000 Penalty: 5729.979004
	Iteration 68Q: 3 clusters Score -1.600049e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -16000502.000000 Penalty: 5729.979004
	Iteration 69Q: 3 clusters Score -1.60005e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -16000501.000000 Penalty: 5729.979004
	Iteration 70Q: 3 clusters Score -1.60005e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -16000571.000000 Penalty: 5729.979004
	Iteration 71Q: 3 clusters Score -1.600057e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -16000604.000000 Penalty: 5729.979004
	Iteration 72Q: 3 clusters Score -1.60006e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -16000594.000000 Penalty: 5729.979004
	Iteration 73Q: 3 clusters Score -1.600059e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -16000602.000000 Penalty: 5729.979004
	Iteration 74Q: 3 clusters Score -1.60006e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -16000589.000000 Penalty: 5729.979004
	Iteration 75Q: 3 clusters Score -1.600059e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -16000582.000000 Penalty: 5729.979004
	Iteration 76Q: 3 clusters Score -1.600058e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -16000581.000000 Penalty: 5729.979004
	Iteration 77Q: 3 clusters Score -1.600058e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -16000616.000000 Penalty: 5729.979004
	Iteration 78Q: 3 clusters Score -1.600062e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -16000586.000000 Penalty: 5729.979004
	Iteration 79Q: 3 clusters Score -1.600059e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -16000568.000000 Penalty: 5729.979004
	Iteration 80F: 3 clusters Score -1.600057e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -16000568.000000 Penalty: 5729.979004
	Iteration 81Q: 3 clusters Score -1.600057e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -16000552.000000 Penalty: 5729.979004
	Iteration 82Q: 3 clusters Score -1.600055e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -16000515.000000 Penalty: 5729.979004
	Iteration 83Q: 3 clusters Score -1.600052e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -16000473.000000 Penalty: 5729.979004
	Iteration 84Q: 3 clusters Score -1.600047e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -16000498.000000 Penalty: 5729.979004
	Iteration 85Q: 3 clusters Score -1.60005e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -16000550.000000 Penalty: 5729.979004
	Iteration 86Q: 3 clusters Score -1.600055e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -16000555.000000 Penalty: 5729.979004
	Iteration 87Q: 3 clusters Score -1.600056e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -16000553.000000 Penalty: 5729.979004
	Iteration 88Q: 3 clusters Score -1.600055e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -16000551.000000 Penalty: 5729.979004
	Iteration 89Q: 3 clusters Score -1.600055e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -16000515.000000 Penalty: 5729.979004
	Iteration 90Q: 3 clusters Score -1.600052e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -16000545.000000 Penalty: 5729.979004
	Iteration 91Q: 3 clusters Score -1.600054e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -16000524.000000 Penalty: 5729.979004
	Iteration 92Q: 3 clusters Score -1.600052e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -16000497.000000 Penalty: 5729.979004
	Iteration 93Q: 3 clusters Score -1.60005e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -16000502.000000 Penalty: 5729.979004
	Iteration 94Q: 3 clusters Score -1.60005e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -16000500.000000 Penalty: 5729.979004
	Iteration 95Q: 3 clusters Score -1.60005e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -16000496.000000 Penalty: 5729.979004
	Iteration 96Q: 3 clusters Score -1.60005e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -16000500.000000 Penalty: 5729.979004
	Iteration 97Q: 3 clusters Score -1.60005e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -16000457.000000 Penalty: 5729.979004
	Iteration 98Q: 3 clusters Score -1.600046e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -16000477.000000 Penalty: 5729.979004
	Iteration 99Q: 3 clusters Score -1.600048e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -16000459.000000 Penalty: 5729.979004
	Iteration 100F: 3 clusters Score -1.600046e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -16000433.000000 Penalty: 5729.979004
	Iteration 101Q: 3 clusters Score -1.600043e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -16000453.000000 Penalty: 5729.979004
	Iteration 102Q: 3 clusters Score -1.600045e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -16000449.000000 Penalty: 5729.979004
	Iteration 103Q: 3 clusters Score -1.600045e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -16000411.000000 Penalty: 5729.979004
	Iteration 104Q: 3 clusters Score -1.600041e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -16000465.000000 Penalty: 5729.979004
	Iteration 105Q: 3 clusters Score -1.600046e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -16000443.000000 Penalty: 5729.979004
	Iteration 106Q: 3 clusters Score -1.600044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -16000394.000000 Penalty: 5729.979004
	Iteration 107Q: 3 clusters Score -1.600039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -16000374.000000 Penalty: 5729.979004
	Iteration 108Q: 3 clusters Score -1.600037e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -16000360.000000 Penalty: 5729.979004
	Iteration 109Q: 3 clusters Score -1.600036e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -16000346.000000 Penalty: 5729.979004
	Iteration 110Q: 3 clusters Score -1.600035e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -16000361.000000 Penalty: 5729.979004
	Iteration 111Q: 3 clusters Score -1.600036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -16000362.000000 Penalty: 5729.979004
	Iteration 112Q: 3 clusters Score -1.600036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -16000362.000000 Penalty: 5729.979004
	Iteration 113Q: 3 clusters Score -1.600036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -16000362.000000 Penalty: 5729.979004
	Iteration 114Q: 3 clusters Score -1.600036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -16000350.000000 Penalty: 5729.979004
	Iteration 115Q: 3 clusters Score -1.600035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -16000351.000000 Penalty: 5729.979004
	Iteration 116Q: 3 clusters Score -1.600035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -16000324.000000 Penalty: 5729.979004
	Iteration 117Q: 3 clusters Score -1.600032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -16000339.000000 Penalty: 5729.979004
	Iteration 118Q: 3 clusters Score -1.600034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -16000329.000000 Penalty: 5729.979004
	Iteration 119Q: 3 clusters Score -1.600033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -16000338.000000 Penalty: 5729.979004
	Iteration 120F: 3 clusters Score -1.600034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -16000322.000000 Penalty: 5729.979004
	Iteration 121Q: 3 clusters Score -1.600032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -16000310.000000 Penalty: 5729.979004
	Iteration 122Q: 3 clusters Score -1.600031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -16000302.000000 Penalty: 5729.979004
	Iteration 123Q: 3 clusters Score -1.60003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -16000278.000000 Penalty: 5729.979004
	Iteration 124Q: 3 clusters Score -1.600028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -16000248.000000 Penalty: 5729.979004
	Iteration 125Q: 3 clusters Score -1.600025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -16000270.000000 Penalty: 5729.979004
	Iteration 126Q: 3 clusters Score -1.600027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -16000269.000000 Penalty: 5729.979004
	Iteration 127Q: 3 clusters Score -1.600027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -16000263.000000 Penalty: 5729.979004
	Iteration 128Q: 3 clusters Score -1.600026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -16000261.000000 Penalty: 5729.979004
	Iteration 129Q: 3 clusters Score -1.600026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -16000252.000000 Penalty: 5729.979004
	Iteration 130Q: 3 clusters Score -1.600025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -16000248.000000 Penalty: 5729.979004
	Iteration 131Q: 3 clusters Score -1.600025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -16000221.000000 Penalty: 5729.979004
	Iteration 132Q: 3 clusters Score -1.600022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -16000226.000000 Penalty: 5729.979004
	Iteration 133Q: 3 clusters Score -1.600023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -16000240.000000 Penalty: 5729.979004
	Iteration 134Q: 3 clusters Score -1.600024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -16000219.000000 Penalty: 5729.979004
	Iteration 135Q: 3 clusters Score -1.600022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -16000215.000000 Penalty: 5729.979004
	Iteration 136Q: 3 clusters Score -1.600022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -16000201.000000 Penalty: 5729.979004
	Iteration 137Q: 3 clusters Score -1.60002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 100995 members 
Entering Unmasked Estep 
Score: -16000189.000000 Penalty: 5729.979004
	Iteration 138Q: 3 clusters Score -1.600019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -16000183.000000 Penalty: 5729.979004
	Iteration 139Q: 3 clusters Score -1.600018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -16000199.000000 Penalty: 5729.979004
	Iteration 140F: 3 clusters Score -1.60002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -16000192.000000 Penalty: 5729.979004
	Iteration 141Q: 3 clusters Score -1.600019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -16000198.000000 Penalty: 5729.979004
	Iteration 142Q: 3 clusters Score -1.60002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -16000191.000000 Penalty: 5729.979004
	Iteration 143Q: 3 clusters Score -1.600019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -16000204.000000 Penalty: 5729.979004
	Iteration 144Q: 3 clusters Score -1.60002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -16000197.000000 Penalty: 5729.979004
	Iteration 145Q: 3 clusters Score -1.60002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -16000191.000000 Penalty: 5729.979004
	Iteration 146Q: 3 clusters Score -1.600019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -16000192.000000 Penalty: 5729.979004
	Iteration 147Q: 3 clusters Score -1.600019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -16000182.000000 Penalty: 5729.979004
	Iteration 148Q: 3 clusters Score -1.600018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -16000178.000000 Penalty: 5729.979004
	Iteration 149Q: 3 clusters Score -1.600018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -16000189.000000 Penalty: 5729.979004
	Iteration 150Q: 3 clusters Score -1.600019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -16000181.000000 Penalty: 5729.979004
	Iteration 151Q: 3 clusters Score -1.600018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -16000184.000000 Penalty: 5729.979004
	Iteration 152Q: 3 clusters Score -1.600018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -16000186.000000 Penalty: 5729.979004
	Iteration 153Q: 3 clusters Score -1.600019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -16000173.000000 Penalty: 5729.979004
	Iteration 154Q: 3 clusters Score -1.600017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -16000169.000000 Penalty: 5729.979004
	Iteration 155Q: 3 clusters Score -1.600017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -16000175.000000 Penalty: 5729.979004
	Iteration 156Q: 3 clusters Score -1.600018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -16000172.000000 Penalty: 5729.979004
	Iteration 157Q: 3 clusters Score -1.600017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -16000175.000000 Penalty: 5729.979004
	Iteration 158Q: 3 clusters Score -1.600018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -16000166.000000 Penalty: 5729.979004
	Iteration 159Q: 3 clusters Score -1.600017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -16000174.000000 Penalty: 5729.979004
	Iteration 160F: 3 clusters Score -1.600017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -16000169.000000 Penalty: 5729.979004
	Iteration 161Q: 3 clusters Score -1.600017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -16000158.000000 Penalty: 5729.979004
	Iteration 162Q: 3 clusters Score -1.600016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -16000159.000000 Penalty: 5729.979004
	Iteration 163Q: 3 clusters Score -1.600016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -16000163.000000 Penalty: 5729.979004
	Iteration 164Q: 3 clusters Score -1.600016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -16000154.000000 Penalty: 5729.979004
	Iteration 165Q: 3 clusters Score -1.600015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -16000165.000000 Penalty: 5729.979004
	Iteration 166Q: 3 clusters Score -1.600016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -16000167.000000 Penalty: 5729.979004
	Iteration 167Q: 3 clusters Score -1.600017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -16000161.000000 Penalty: 5729.979004
	Iteration 168Q: 3 clusters Score -1.600016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -16000152.000000 Penalty: 5729.979004
	Iteration 169Q: 3 clusters Score -1.600015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -16000160.000000 Penalty: 5729.979004
	Iteration 170Q: 3 clusters Score -1.600016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -16000164.000000 Penalty: 5729.979004
	Iteration 171Q: 3 clusters Score -1.600016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -16000160.000000 Penalty: 5729.979004
	Iteration 172Q: 3 clusters Score -1.600016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -16000154.000000 Penalty: 5729.979004
	Iteration 173Q: 3 clusters Score -1.600015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -16000153.000000 Penalty: 5729.979004
	Iteration 174Q: 3 clusters Score -1.600015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -16000160.000000 Penalty: 5729.979004
	Iteration 175Q: 3 clusters Score -1.600016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -16000150.000000 Penalty: 5729.979004
	Iteration 176Q: 3 clusters Score -1.600015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -16000146.000000 Penalty: 5729.979004
	Iteration 177Q: 3 clusters Score -1.600015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -16000150.000000 Penalty: 5729.979004
	Iteration 178Q: 3 clusters Score -1.600015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -16000150.000000 Penalty: 5729.979004
	Iteration 179Q: 3 clusters Score -1.600015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -16000142.000000 Penalty: 5729.979004
	Iteration 180F: 3 clusters Score -1.600014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -16000140.000000 Penalty: 5729.979004
	Iteration 181Q: 3 clusters Score -1.600014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -16000137.000000 Penalty: 5729.979004
	Iteration 182Q: 3 clusters Score -1.600014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -16000135.000000 Penalty: 5729.979004
	Iteration 183Q: 3 clusters Score -1.600014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -16000135.000000 Penalty: 5729.979004
	Iteration 184F: 3 clusters Score -1.600014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Entering Unmasked Estep 
Score: -5925448.500000 Penalty: 2616.857910
	Iteration 0F: 2 clusters Score -5925448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5899504.000000 Penalty: 5233.715820
	Iteration 0F: 3 clusters Score -5899504 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5908969.000000 Penalty: 5233.715820
	Iteration 1F: 3 clusters Score -5908969 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5909342.500000 Penalty: 5233.715820
	Iteration 2Q: 3 clusters Score -5909342 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5909721.500000 Penalty: 5233.715820
	Iteration 3Q: 3 clusters Score -5909722 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5910018.000000 Penalty: 5233.715820
	Iteration 4Q: 3 clusters Score -5910018 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5910454.500000 Penalty: 5233.715820
	Iteration 5Q: 3 clusters Score -5910454 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5910966.500000 Penalty: 5233.715820
	Iteration 6Q: 3 clusters Score -5910966 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5911635.500000 Penalty: 5233.715820
	Iteration 7Q: 3 clusters Score -5911636 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5912605.500000 Penalty: 5233.715820
	Iteration 8Q: 3 clusters Score -5912606 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5914078.000000 Penalty: 5233.715820
	Iteration 9F: 3 clusters Score -5914078 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -5916027.500000 Penalty: 5233.715820
	Iteration 10F: 3 clusters Score -5916028 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -5918265.000000 Penalty: 5233.715820
	Iteration 11F: 3 clusters Score -5918265 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5920230.500000 Penalty: 5233.715820
	Iteration 12F: 3 clusters Score -5920230 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5921569.500000 Penalty: 5233.715820
	Iteration 13Q: 3 clusters Score -5921570 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5922297.000000 Penalty: 5233.715820
	Iteration 14Q: 3 clusters Score -5922297 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5922745.500000 Penalty: 5233.715820
	Iteration 15Q: 3 clusters Score -5922746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5922945.000000 Penalty: 5233.715820
	Iteration 16Q: 3 clusters Score -5922945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5923057.500000 Penalty: 5233.715820
	Iteration 17Q: 3 clusters Score -5923058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5923132.500000 Penalty: 5233.715820
	Iteration 18Q: 3 clusters Score -5923132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5923169.500000 Penalty: 5233.715820
	Iteration 19Q: 3 clusters Score -5923170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5923206.000000 Penalty: 5233.715820
	Iteration 20F: 3 clusters Score -5923206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5923239.000000 Penalty: 5233.715820
	Iteration 21Q: 3 clusters Score -5923239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5923265.000000 Penalty: 5233.715820
	Iteration 22Q: 3 clusters Score -5923265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5923270.500000 Penalty: 5233.715820
	Iteration 23Q: 3 clusters Score -5923270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5923283.500000 Penalty: 5233.715820
	Iteration 24Q: 3 clusters Score -5923284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5923291.000000 Penalty: 5233.715820
	Iteration 25Q: 3 clusters Score -5923291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -5923291.500000 Penalty: 5233.715820
	Iteration 26Q: 3 clusters Score -5923292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -5923292.500000 Penalty: 5233.715820
	Iteration 27Q: 3 clusters Score -5923292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5923293.000000 Penalty: 5233.715820
	Iteration 28Q: 3 clusters Score -5923293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5923295.500000 Penalty: 5233.715820
	Iteration 29Q: 3 clusters Score -5923296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5923296.500000 Penalty: 5233.715820
	Iteration 30Q: 3 clusters Score -5923296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5923296.500000 Penalty: 5233.715820
	Iteration 31F: 3 clusters Score -5923296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Entering Unmasked Estep 
Score: -16191478.000000 Penalty: 2866.619385
	Iteration 0F: 2 clusters Score -1.619148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -16124028.000000 Penalty: 5733.238770
	Iteration 0F: 3 clusters Score -1.612403e+07 nChanged 49613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -16152315.000000 Penalty: 5733.238770
	Iteration 1F: 3 clusters Score -1.615232e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -16153257.000000 Penalty: 5733.238770
	Iteration 2Q: 3 clusters Score -1.615326e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -16154410.000000 Penalty: 5733.238770
	Iteration 3Q: 3 clusters Score -1.615441e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -16156104.000000 Penalty: 5733.238770
	Iteration 4Q: 3 clusters Score -1.61561e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -16158399.000000 Penalty: 5733.238770
	Iteration 5Q: 3 clusters Score -1.61584e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -16161944.000000 Penalty: 5733.238770
	Iteration 6F: 3 clusters Score -1.616194e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -16167309.000000 Penalty: 5733.238770
	Iteration 7F: 3 clusters Score -1.616731e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -16173398.000000 Penalty: 5733.238770
	Iteration 8F: 3 clusters Score -1.61734e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -16177570.000000 Penalty: 5733.238770
	Iteration 9F: 3 clusters Score -1.617757e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -16179573.000000 Penalty: 5733.238770
	Iteration 10Q: 3 clusters Score -1.617957e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -16180722.000000 Penalty: 5733.238770
	Iteration 11Q: 3 clusters Score -1.618072e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -16181720.000000 Penalty: 5733.238770
	Iteration 12Q: 3 clusters Score -1.618172e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -16182626.000000 Penalty: 5733.238770
	Iteration 13Q: 3 clusters Score -1.618263e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -16183433.000000 Penalty: 5733.238770
	Iteration 14Q: 3 clusters Score -1.618343e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -16184129.000000 Penalty: 5733.238770
	Iteration 15Q: 3 clusters Score -1.618413e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -16184711.000000 Penalty: 5733.238770
	Iteration 16Q: 3 clusters Score -1.618471e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -16185099.000000 Penalty: 5733.238770
	Iteration 17Q: 3 clusters Score -1.61851e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -16185432.000000 Penalty: 5733.238770
	Iteration 18Q: 3 clusters Score -1.618543e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -16185624.000000 Penalty: 5733.238770
	Iteration 19Q: 3 clusters Score -1.618562e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -16185807.000000 Penalty: 5733.238770
	Iteration 20F: 3 clusters Score -1.618581e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -16185965.000000 Penalty: 5733.238770
	Iteration 21Q: 3 clusters Score -1.618596e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -16186056.000000 Penalty: 5733.238770
	Iteration 22Q: 3 clusters Score -1.618606e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -16186147.000000 Penalty: 5733.238770
	Iteration 23Q: 3 clusters Score -1.618615e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -16186193.000000 Penalty: 5733.238770
	Iteration 24Q: 3 clusters Score -1.618619e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -16186359.000000 Penalty: 5733.238770
	Iteration 25Q: 3 clusters Score -1.618636e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -16186474.000000 Penalty: 5733.238770
	Iteration 26Q: 3 clusters Score -1.618647e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -16186592.000000 Penalty: 5733.238770
	Iteration 27Q: 3 clusters Score -1.618659e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -16186652.000000 Penalty: 5733.238770
	Iteration 28Q: 3 clusters Score -1.618665e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -16186793.000000 Penalty: 5733.238770
	Iteration 29Q: 3 clusters Score -1.618679e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -16187002.000000 Penalty: 5733.238770
	Iteration 30Q: 3 clusters Score -1.6187e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -16187044.000000 Penalty: 5733.238770
	Iteration 31Q: 3 clusters Score -1.618704e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -16187231.000000 Penalty: 5733.238770
	Iteration 32Q: 3 clusters Score -1.618723e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -16187350.000000 Penalty: 5733.238770
	Iteration 33Q: 3 clusters Score -1.618735e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -16187574.000000 Penalty: 5733.238770
	Iteration 34Q: 3 clusters Score -1.618757e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -16187753.000000 Penalty: 5733.238770
	Iteration 35Q: 3 clusters Score -1.618775e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -16187789.000000 Penalty: 5733.238770
	Iteration 36Q: 3 clusters Score -1.618779e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -16187956.000000 Penalty: 5733.238770
	Iteration 37Q: 3 clusters Score -1.618796e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -16188092.000000 Penalty: 5733.238770
	Iteration 38Q: 3 clusters Score -1.618809e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -16188195.000000 Penalty: 5733.238770
	Iteration 39Q: 3 clusters Score -1.61882e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 92724 members 
Entering Unmasked Estep 
Score: -16188335.000000 Penalty: 5733.238770
	Iteration 40F: 3 clusters Score -1.618834e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -16188491.000000 Penalty: 5733.238770
	Iteration 41Q: 3 clusters Score -1.618849e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -16188563.000000 Penalty: 5733.238770
	Iteration 42Q: 3 clusters Score -1.618856e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -16188580.000000 Penalty: 5733.238770
	Iteration 43Q: 3 clusters Score -1.618858e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -16188653.000000 Penalty: 5733.238770
	Iteration 44Q: 3 clusters Score -1.618865e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -16188776.000000 Penalty: 5733.238770
	Iteration 45Q: 3 clusters Score -1.618878e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -16188825.000000 Penalty: 5733.238770
	Iteration 46Q: 3 clusters Score -1.618882e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -16188891.000000 Penalty: 5733.238770
	Iteration 47Q: 3 clusters Score -1.618889e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -16188894.000000 Penalty: 5733.238770
	Iteration 48Q: 3 clusters Score -1.618889e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -16188917.000000 Penalty: 5733.238770
	Iteration 49Q: 3 clusters Score -1.618892e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -16188978.000000 Penalty: 5733.238770
	Iteration 50Q: 3 clusters Score -1.618898e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -16189035.000000 Penalty: 5733.238770
	Iteration 51Q: 3 clusters Score -1.618904e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -16189087.000000 Penalty: 5733.238770
	Iteration 52Q: 3 clusters Score -1.618909e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -16189090.000000 Penalty: 5733.238770
	Iteration 53Q: 3 clusters Score -1.618909e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -16189184.000000 Penalty: 5733.238770
	Iteration 54Q: 3 clusters Score -1.618918e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -16189246.000000 Penalty: 5733.238770
	Iteration 55Q: 3 clusters Score -1.618925e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -16189267.000000 Penalty: 5733.238770
	Iteration 56Q: 3 clusters Score -1.618927e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -16189215.000000 Penalty: 5733.238770
	Iteration 57Q: 3 clusters Score -1.618922e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -16189288.000000 Penalty: 5733.238770
	Iteration 58Q: 3 clusters Score -1.618929e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -16189303.000000 Penalty: 5733.238770
	Iteration 59Q: 3 clusters Score -1.61893e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -16189308.000000 Penalty: 5733.238770
	Iteration 60F: 3 clusters Score -1.618931e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -16189301.000000 Penalty: 5733.238770
	Iteration 61Q: 3 clusters Score -1.61893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -16189323.000000 Penalty: 5733.238770
	Iteration 62Q: 3 clusters Score -1.618932e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -16189317.000000 Penalty: 5733.238770
	Iteration 63Q: 3 clusters Score -1.618932e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -16189320.000000 Penalty: 5733.238770
	Iteration 64Q: 3 clusters Score -1.618932e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -16189308.000000 Penalty: 5733.238770
	Iteration 65Q: 3 clusters Score -1.618931e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -16189300.000000 Penalty: 5733.238770
	Iteration 66Q: 3 clusters Score -1.61893e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -16189304.000000 Penalty: 5733.238770
	Iteration 67Q: 3 clusters Score -1.61893e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -16189310.000000 Penalty: 5733.238770
	Iteration 68Q: 3 clusters Score -1.618931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -16189295.000000 Penalty: 5733.238770
	Iteration 69Q: 3 clusters Score -1.61893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -16189272.000000 Penalty: 5733.238770
	Iteration 70Q: 3 clusters Score -1.618927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -16189280.000000 Penalty: 5733.238770
	Iteration 71Q: 3 clusters Score -1.618928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 103299 members 
Entering Unmasked Estep 
Score: -16189285.000000 Penalty: 5733.238770
	Iteration 72Q: 3 clusters Score -1.618928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -16189286.000000 Penalty: 5733.238770
	Iteration 73Q: 3 clusters Score -1.618929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -16189298.000000 Penalty: 5733.238770
	Iteration 74Q: 3 clusters Score -1.61893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -16189274.000000 Penalty: 5733.238770
	Iteration 75Q: 3 clusters Score -1.618927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -16189270.000000 Penalty: 5733.238770
	Iteration 76Q: 3 clusters Score -1.618927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -16189254.000000 Penalty: 5733.238770
	Iteration 77Q: 3 clusters Score -1.618925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -16189257.000000 Penalty: 5733.238770
	Iteration 78Q: 3 clusters Score -1.618926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -16189261.000000 Penalty: 5733.238770
	Iteration 79Q: 3 clusters Score -1.618926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -16189265.000000 Penalty: 5733.238770
	Iteration 80F: 3 clusters Score -1.618926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -16189282.000000 Penalty: 5733.238770
	Iteration 81Q: 3 clusters Score -1.618928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -16189290.000000 Penalty: 5733.238770
	Iteration 82Q: 3 clusters Score -1.618929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -16189296.000000 Penalty: 5733.238770
	Iteration 83Q: 3 clusters Score -1.61893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -16189284.000000 Penalty: 5733.238770
	Iteration 84Q: 3 clusters Score -1.618928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -16189281.000000 Penalty: 5733.238770
	Iteration 85Q: 3 clusters Score -1.618928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -16189266.000000 Penalty: 5733.238770
	Iteration 86Q: 3 clusters Score -1.618927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -16189280.000000 Penalty: 5733.238770
	Iteration 87Q: 3 clusters Score -1.618928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -16189275.000000 Penalty: 5733.238770
	Iteration 88Q: 3 clusters Score -1.618928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -16189286.000000 Penalty: 5733.238770
	Iteration 89Q: 3 clusters Score -1.618929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -16189282.000000 Penalty: 5733.238770
	Iteration 90Q: 3 clusters Score -1.618928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 103604 members 
Entering Unmasked Estep 
Score: -16189275.000000 Penalty: 5733.238770
	Iteration 91Q: 3 clusters Score -1.618928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -16189286.000000 Penalty: 5733.238770
	Iteration 92Q: 3 clusters Score -1.618929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -16189283.000000 Penalty: 5733.238770
	Iteration 93Q: 3 clusters Score -1.618928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -16189273.000000 Penalty: 5733.238770
	Iteration 94Q: 3 clusters Score -1.618927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -16189275.000000 Penalty: 5733.238770
	Iteration 95Q: 3 clusters Score -1.618928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -16189281.000000 Penalty: 5733.238770
	Iteration 96Q: 3 clusters Score -1.618928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -16189288.000000 Penalty: 5733.238770
	Iteration 97Q: 3 clusters Score -1.618929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -16189294.000000 Penalty: 5733.238770
	Iteration 98Q: 3 clusters Score -1.618929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -16189306.000000 Penalty: 5733.238770
	Iteration 99Q: 3 clusters Score -1.618931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -16189299.000000 Penalty: 5733.238770
	Iteration 100F: 3 clusters Score -1.61893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -16189302.000000 Penalty: 5733.238770
	Iteration 101Q: 3 clusters Score -1.61893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -16189292.000000 Penalty: 5733.238770
	Iteration 102Q: 3 clusters Score -1.618929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -16189305.000000 Penalty: 5733.238770
	Iteration 103Q: 3 clusters Score -1.61893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -16189300.000000 Penalty: 5733.238770
	Iteration 104Q: 3 clusters Score -1.61893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -16189299.000000 Penalty: 5733.238770
	Iteration 105Q: 3 clusters Score -1.61893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -16189300.000000 Penalty: 5733.238770
	Iteration 106Q: 3 clusters Score -1.61893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -16189311.000000 Penalty: 5733.238770
	Iteration 107Q: 3 clusters Score -1.618931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -16189312.000000 Penalty: 5733.238770
	Iteration 108Q: 3 clusters Score -1.618931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -16189321.000000 Penalty: 5733.238770
	Iteration 109Q: 3 clusters Score -1.618932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -16189303.000000 Penalty: 5733.238770
	Iteration 110Q: 3 clusters Score -1.61893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -16189311.000000 Penalty: 5733.238770
	Iteration 111Q: 3 clusters Score -1.618931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -16189311.000000 Penalty: 5733.238770
	Iteration 112F: 3 clusters Score -1.618931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24252.873047 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24252.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24428.019531 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24428.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24579.564453 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24579.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24673.119141 Penalty: 2732.656738
	Iteration 3F: 3 clusters Score -24673.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24709.837891 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24709.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24770.189453 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24770.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24775.955078 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24775.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24775.955078 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -24775.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Entering Unmasked Estep 
Score: -1268724.000000 Penalty: 2245.951660
	Iteration 0F: 2 clusters Score -1268724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1261919.625000 Penalty: 4491.903320
	Iteration 0F: 3 clusters Score -1261920 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1263849.000000 Penalty: 4491.903320
	Iteration 1F: 3 clusters Score -1263849 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1264156.875000 Penalty: 4491.903320
	Iteration 2F: 3 clusters Score -1264157 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1264420.250000 Penalty: 4491.903320
	Iteration 3F: 3 clusters Score -1264420 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1264681.750000 Penalty: 4491.903320
	Iteration 4F: 3 clusters Score -1264682 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1264924.000000 Penalty: 4491.903320
	Iteration 5F: 3 clusters Score -1264924 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1265180.500000 Penalty: 4491.903320
	Iteration 6Q: 3 clusters Score -1265180 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1265431.875000 Penalty: 4491.903320
	Iteration 7Q: 3 clusters Score -1265432 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1265638.125000 Penalty: 4491.903320
	Iteration 8Q: 3 clusters Score -1265638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1265823.500000 Penalty: 4491.903320
	Iteration 9Q: 3 clusters Score -1265824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1266004.250000 Penalty: 4491.903320
	Iteration 10Q: 3 clusters Score -1266004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1266174.250000 Penalty: 4491.903320
	Iteration 11Q: 3 clusters Score -1266174 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1266329.625000 Penalty: 4491.903320
	Iteration 12Q: 3 clusters Score -1266330 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1266442.375000 Penalty: 4491.903320
	Iteration 13Q: 3 clusters Score -1266442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1266528.625000 Penalty: 4491.903320
	Iteration 14Q: 3 clusters Score -1266529 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1266598.750000 Penalty: 4491.903320
	Iteration 15Q: 3 clusters Score -1266599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1266661.625000 Penalty: 4491.903320
	Iteration 16Q: 3 clusters Score -1266662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1266732.625000 Penalty: 4491.903320
	Iteration 17Q: 3 clusters Score -1266733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1266782.500000 Penalty: 4491.903320
	Iteration 18Q: 3 clusters Score -1266782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1266829.250000 Penalty: 4491.903320
	Iteration 19Q: 3 clusters Score -1266829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1266872.125000 Penalty: 4491.903320
	Iteration 20F: 3 clusters Score -1266872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1266897.375000 Penalty: 4491.903320
	Iteration 21Q: 3 clusters Score -1266897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1266913.250000 Penalty: 4491.903320
	Iteration 22Q: 3 clusters Score -1266913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1266925.375000 Penalty: 4491.903320
	Iteration 23Q: 3 clusters Score -1266925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1266940.125000 Penalty: 4491.903320
	Iteration 24Q: 3 clusters Score -1266940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1266947.625000 Penalty: 4491.903320
	Iteration 25Q: 3 clusters Score -1266948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1266957.375000 Penalty: 4491.903320
	Iteration 26Q: 3 clusters Score -1266957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1266957.625000 Penalty: 4491.903320
	Iteration 27Q: 3 clusters Score -1266958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1266960.625000 Penalty: 4491.903320
	Iteration 28Q: 3 clusters Score -1266961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1266966.250000 Penalty: 4491.903320
	Iteration 29Q: 3 clusters Score -1266966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1266968.750000 Penalty: 4491.903320
	Iteration 30Q: 3 clusters Score -1266969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1266969.125000 Penalty: 4491.903320
	Iteration 31Q: 3 clusters Score -1266969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1266973.625000 Penalty: 4491.903320
	Iteration 32Q: 3 clusters Score -1266974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1266976.000000 Penalty: 4491.903320
	Iteration 33Q: 3 clusters Score -1266976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1266976.875000 Penalty: 4491.903320
	Iteration 34Q: 3 clusters Score -1266977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1266978.250000 Penalty: 4491.903320
	Iteration 35Q: 3 clusters Score -1266978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1266979.000000 Penalty: 4491.903320
	Iteration 36Q: 3 clusters Score -1266979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1266980.625000 Penalty: 4491.903320
	Iteration 37Q: 3 clusters Score -1266981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1266980.625000 Penalty: 4491.903320
	Iteration 38F: 3 clusters Score -1266981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -1936879.250000 Penalty: 2340.869141
	Iteration 0F: 2 clusters Score -1936879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1927558.375000 Penalty: 4681.738281
	Iteration 0F: 3 clusters Score -1927558 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1930391.625000 Penalty: 4681.738281
	Iteration 1F: 3 clusters Score -1930392 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1930720.625000 Penalty: 4681.738281
	Iteration 2F: 3 clusters Score -1930721 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1930950.250000 Penalty: 4681.738281
	Iteration 3Q: 3 clusters Score -1930950 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1931182.250000 Penalty: 4681.738281
	Iteration 4Q: 3 clusters Score -1931182 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1931444.250000 Penalty: 4681.738281
	Iteration 5Q: 3 clusters Score -1931444 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1931719.625000 Penalty: 4681.738281
	Iteration 6Q: 3 clusters Score -1931720 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1932042.000000 Penalty: 4681.738281
	Iteration 7Q: 3 clusters Score -1932042 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1932375.625000 Penalty: 4681.738281
	Iteration 8Q: 3 clusters Score -1932376 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1932806.875000 Penalty: 4681.738281
	Iteration 9Q: 3 clusters Score -1932807 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1933249.500000 Penalty: 4681.738281
	Iteration 10Q: 3 clusters Score -1933250 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1933715.750000 Penalty: 4681.738281
	Iteration 11Q: 3 clusters Score -1933716 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1934136.250000 Penalty: 4681.738281
	Iteration 12Q: 3 clusters Score -1934136 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1934420.000000 Penalty: 4681.738281
	Iteration 13Q: 3 clusters Score -1934420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1934602.500000 Penalty: 4681.738281
	Iteration 14Q: 3 clusters Score -1934602 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1934708.625000 Penalty: 4681.738281
	Iteration 15Q: 3 clusters Score -1934709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1934794.625000 Penalty: 4681.738281
	Iteration 16Q: 3 clusters Score -1934795 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1934844.625000 Penalty: 4681.738281
	Iteration 17Q: 3 clusters Score -1934845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1934886.375000 Penalty: 4681.738281
	Iteration 18Q: 3 clusters Score -1934886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1934913.875000 Penalty: 4681.738281
	Iteration 19Q: 3 clusters Score -1934914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1934942.125000 Penalty: 4681.738281
	Iteration 20F: 3 clusters Score -1934942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1934969.375000 Penalty: 4681.738281
	Iteration 21Q: 3 clusters Score -1934969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1934978.250000 Penalty: 4681.738281
	Iteration 22Q: 3 clusters Score -1934978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1934982.500000 Penalty: 4681.738281
	Iteration 23Q: 3 clusters Score -1934982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1934986.250000 Penalty: 4681.738281
	Iteration 24Q: 3 clusters Score -1934986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1934992.750000 Penalty: 4681.738281
	Iteration 25Q: 3 clusters Score -1934993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1935001.625000 Penalty: 4681.738281
	Iteration 26Q: 3 clusters Score -1935002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1935008.250000 Penalty: 4681.738281
	Iteration 27Q: 3 clusters Score -1935008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1935016.250000 Penalty: 4681.738281
	Iteration 28Q: 3 clusters Score -1935016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1935022.500000 Penalty: 4681.738281
	Iteration 29Q: 3 clusters Score -1935022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1935024.625000 Penalty: 4681.738281
	Iteration 30Q: 3 clusters Score -1935025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1935025.125000 Penalty: 4681.738281
	Iteration 31Q: 3 clusters Score -1935025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1935026.250000 Penalty: 4681.738281
	Iteration 32Q: 3 clusters Score -1935026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1935028.250000 Penalty: 4681.738281
	Iteration 33Q: 3 clusters Score -1935028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1935027.750000 Penalty: 4681.738281
	Iteration 34Q: 3 clusters Score -1935028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1935027.750000 Penalty: 4681.738281
	Iteration 35F: 3 clusters Score -1935028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 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 515 members 
Entering Unmasked Estep 
Score: -142691.718750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142691.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143069.812500 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143069.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143288.875000 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143288.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -143465.781250 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143465.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -143620.171875 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143620.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -143791.828125 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -143791.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -143925.093750 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -143925.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -144011.546875 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144011.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144073.781250 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144073.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -144196.281250 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -144351.203125 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -144414.312500 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -144432.937500 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144442.500000 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144448.359375 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -144452.359375 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -144452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -144456.546875 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -144456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144459.546875 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -144459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144460.890625 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -144460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144460.890625 Penalty: 3448.553467
	Iteration 19F: 3 clusters Score -144460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53808 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101779 members 
Mstep: Class 9 contains 46396 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38074 members 
Mstep: Class 12 contains 82596 members 
Mstep: Class 13 contains 40384 members 
Mstep: Class 14 contains 69512 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 25826 members 
Mstep: Class 17 contains 57531 members 
Mstep: Class 18 contains 101589 members 
Mstep: Class 19 contains 104024 members 
Mstep: Class 20 contains 38248 members 
Mstep: Class 22 contains 104710 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778240.000000 Penalty: 85112.554688
Iteration 199Q: 26 clusters Score -1.377782e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101768 members 
Mstep: Class 9 contains 46413 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38067 members 
Mstep: Class 12 contains 82577 members 
Mstep: Class 13 contains 40383 members 
Mstep: Class 14 contains 69513 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 25830 members 
Mstep: Class 17 contains 57537 members 
Mstep: Class 18 contains 101581 members 
Mstep: Class 19 contains 104047 members 
Mstep: Class 20 contains 38247 members 
Mstep: Class 22 contains 104687 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8574 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778160.000000 Penalty: 85112.554688
Iteration 200F: 26 clusters Score -1.377782e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 53837 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101753 members 
Mstep: Class 9 contains 46430 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38062 members 
Mstep: Class 12 contains 82558 members 
Mstep: Class 13 contains 40382 members 
Mstep: Class 14 contains 69510 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 25834 members 
Mstep: Class 17 contains 57545 members 
Mstep: Class 18 contains 101592 members 
Mstep: Class 19 contains 104064 members 
Mstep: Class 20 contains 38239 members 
Mstep: Class 22 contains 104671 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8576 members 
Mstep: Class 25 contains 12566 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 85112.554688
Iteration 201Q: 26 clusters Score -1.377781e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 53853 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101750 members 
Mstep: Class 9 contains 46450 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 82554 members 
Mstep: Class 13 contains 40383 members 
Mstep: Class 14 contains 69505 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 25835 members 
Mstep: Class 17 contains 57558 members 
Mstep: Class 18 contains 101584 members 
Mstep: Class 19 contains 104076 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 22 contains 104639 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8576 members 
Mstep: Class 25 contains 12567 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778000.000000 Penalty: 85112.554688
Iteration 202Q: 26 clusters Score -1.37778e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53861 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101741 members 
Mstep: Class 9 contains 46471 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 82552 members 
Mstep: Class 13 contains 40382 members 
Mstep: Class 14 contains 69507 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25834 members 
Mstep: Class 17 contains 57570 members 
Mstep: Class 18 contains 101572 members 
Mstep: Class 19 contains 104064 members 
Mstep: Class 20 contains 38215 members 
Mstep: Class 22 contains 104649 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8577 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 85112.554688
Iteration 203Q: 26 clusters Score -1.377778e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53870 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101735 members 
Mstep: Class 9 contains 46486 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82547 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 69515 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25837 members 
Mstep: Class 17 contains 57577 members 
Mstep: Class 18 contains 101561 members 
Mstep: Class 19 contains 104069 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 22 contains 104637 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777680.000000 Penalty: 85112.554688
Iteration 204Q: 26 clusters Score -1.377777e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9866 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 101722 members 
Mstep: Class 9 contains 46496 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82538 members 
Mstep: Class 13 contains 40376 members 
Mstep: Class 14 contains 69516 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25842 members 
Mstep: Class 17 contains 57583 members 
Mstep: Class 18 contains 101559 members 
Mstep: Class 19 contains 104065 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 22 contains 104630 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777776.000000 Penalty: 85112.554688
Iteration 205Q: 26 clusters Score -1.377778e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101717 members 
Mstep: Class 9 contains 46520 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38056 members 
Mstep: Class 12 contains 82523 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 69518 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25844 members 
Mstep: Class 17 contains 57594 members 
Mstep: Class 18 contains 101542 members 
Mstep: Class 19 contains 104082 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 22 contains 104609 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12567 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777632.000000 Penalty: 85112.554688
Iteration 206Q: 26 clusters Score -1.377776e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101707 members 
Mstep: Class 9 contains 46540 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38055 members 
Mstep: Class 12 contains 82515 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 69517 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25844 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 101537 members 
Mstep: Class 19 contains 104099 members 
Mstep: Class 20 contains 38202 members 
Mstep: Class 22 contains 104599 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777648.000000 Penalty: 85112.554688
Iteration 207Q: 26 clusters Score -1.377776e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101702 members 
Mstep: Class 9 contains 46554 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38055 members 
Mstep: Class 12 contains 82509 members 
Mstep: Class 13 contains 40379 members 
Mstep: Class 14 contains 69506 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25842 members 
Mstep: Class 17 contains 57599 members 
Mstep: Class 18 contains 101545 members 
Mstep: Class 19 contains 104115 members 
Mstep: Class 20 contains 38204 members 
Mstep: Class 22 contains 104582 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777664.000000 Penalty: 85112.554688
Iteration 208Q: 26 clusters Score -1.377777e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53889 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101695 members 
Mstep: Class 9 contains 46567 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38056 members 
Mstep: Class 12 contains 82502 members 
Mstep: Class 13 contains 40383 members 
Mstep: Class 14 contains 69491 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25841 members 
Mstep: Class 17 contains 57608 members 
Mstep: Class 18 contains 101549 members 
Mstep: Class 19 contains 104132 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 22 contains 104558 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777648.000000 Penalty: 85112.554688
Iteration 209Q: 26 clusters Score -1.377776e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53889 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101686 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82483 members 
Mstep: Class 13 contains 40382 members 
Mstep: Class 14 contains 69483 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25841 members 
Mstep: Class 17 contains 57614 members 
Mstep: Class 18 contains 101560 members 
Mstep: Class 19 contains 104165 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 22 contains 104531 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777680.000000 Penalty: 85112.554688
Iteration 210Q: 26 clusters Score -1.377777e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53889 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 101682 members 
Mstep: Class 9 contains 46594 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38058 members 
Mstep: Class 12 contains 82461 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 69479 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25844 members 
Mstep: Class 17 contains 57620 members 
Mstep: Class 18 contains 101567 members 
Mstep: Class 19 contains 104191 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 22 contains 104499 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12567 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777744.000000 Penalty: 85112.554688
Iteration 211Q: 26 clusters Score -1.377777e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53891 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 101665 members 
Mstep: Class 9 contains 46607 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38060 members 
Mstep: Class 12 contains 82448 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69481 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25848 members 
Mstep: Class 17 contains 57622 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 104195 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 22 contains 104502 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777712.000000 Penalty: 85112.554688
Iteration 212Q: 26 clusters Score -1.377777e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 101660 members 
Mstep: Class 9 contains 46628 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 82440 members 
Mstep: Class 13 contains 40389 members 
Mstep: Class 14 contains 69482 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 57613 members 
Mstep: Class 18 contains 101558 members 
Mstep: Class 19 contains 104176 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 22 contains 104521 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12560 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 85112.554688
Iteration 213Q: 26 clusters Score -1.377778e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53901 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101650 members 
Mstep: Class 9 contains 46643 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 82443 members 
Mstep: Class 13 contains 40389 members 
Mstep: Class 14 contains 69479 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57607 members 
Mstep: Class 18 contains 101542 members 
Mstep: Class 19 contains 104150 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 22 contains 104556 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777664.000000 Penalty: 85112.554688
Iteration 214Q: 26 clusters Score -1.377777e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53901 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101638 members 
Mstep: Class 9 contains 46655 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38058 members 
Mstep: Class 12 contains 82439 members 
Mstep: Class 13 contains 40389 members 
Mstep: Class 14 contains 69476 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57602 members 
Mstep: Class 18 contains 101549 members 
Mstep: Class 19 contains 104121 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 22 contains 104589 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777728.000000 Penalty: 85112.554688
Iteration 215Q: 26 clusters Score -1.377777e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 53909 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101630 members 
Mstep: Class 9 contains 46663 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82433 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 69473 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 57607 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 104109 members 
Mstep: Class 20 contains 38215 members 
Mstep: Class 22 contains 104601 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 85112.554688
Iteration 216Q: 26 clusters Score -1.377779e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53912 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101619 members 
Mstep: Class 9 contains 46672 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38058 members 
Mstep: Class 12 contains 82423 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 69468 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 25847 members 
Mstep: Class 17 contains 57610 members 
Mstep: Class 18 contains 101541 members 
Mstep: Class 19 contains 104098 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 22 contains 104618 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12563 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777984.000000 Penalty: 85112.554688
Iteration 217Q: 26 clusters Score -1.37778e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53918 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101612 members 
Mstep: Class 9 contains 46689 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82413 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 69464 members 
Mstep: Class 15 contains 5887 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57612 members 
Mstep: Class 18 contains 101552 members 
Mstep: Class 19 contains 104086 members 
Mstep: Class 20 contains 38229 members 
Mstep: Class 22 contains 104611 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 85112.554688
Iteration 218Q: 26 clusters Score -1.377779e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 53916 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101618 members 
Mstep: Class 9 contains 46707 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38057 members 
Mstep: Class 12 contains 82418 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69462 members 
Mstep: Class 15 contains 5882 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 57612 members 
Mstep: Class 18 contains 101558 members 
Mstep: Class 19 contains 104065 members 
Mstep: Class 20 contains 38225 members 
Mstep: Class 22 contains 104616 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777696.000000 Penalty: 85112.554688
Iteration 219Q: 26 clusters Score -1.377777e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53913 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101610 members 
Mstep: Class 9 contains 46738 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38054 members 
Mstep: Class 12 contains 82411 members 
Mstep: Class 13 contains 40387 members 
Mstep: Class 14 contains 69458 members 
Mstep: Class 15 contains 5880 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57616 members 
Mstep: Class 18 contains 101572 members 
Mstep: Class 19 contains 104067 members 
Mstep: Class 20 contains 38223 members 
Mstep: Class 22 contains 104591 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777776.000000 Penalty: 85112.554688
Iteration 220F: 26 clusters Score -1.377778e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53919 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 101608 members 
Mstep: Class 9 contains 46760 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38054 members 
Mstep: Class 12 contains 82406 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 69456 members 
Mstep: Class 15 contains 5878 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 57616 members 
Mstep: Class 18 contains 101583 members 
Mstep: Class 19 contains 104063 members 
Mstep: Class 20 contains 38225 members 
Mstep: Class 22 contains 104558 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777840.000000 Penalty: 85112.554688
Iteration 221Q: 26 clusters Score -1.377778e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53925 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 101607 members 
Mstep: Class 9 contains 46775 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38053 members 
Mstep: Class 12 contains 82395 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 69453 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 25852 members 
Mstep: Class 17 contains 57615 members 
Mstep: Class 18 contains 101600 members 
Mstep: Class 19 contains 104078 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 22 contains 104526 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777712.000000 Penalty: 85112.554688
Iteration 222Q: 26 clusters Score -1.377777e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53934 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 101592 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38053 members 
Mstep: Class 12 contains 82373 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 69455 members 
Mstep: Class 15 contains 5874 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57614 members 
Mstep: Class 18 contains 101609 members 
Mstep: Class 19 contains 104097 members 
Mstep: Class 20 contains 38219 members 
Mstep: Class 22 contains 104514 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777840.000000 Penalty: 85112.554688
Iteration 223Q: 26 clusters Score -1.377778e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53946 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101585 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38052 members 
Mstep: Class 12 contains 82350 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 69463 members 
Mstep: Class 15 contains 5872 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57610 members 
Mstep: Class 18 contains 101614 members 
Mstep: Class 19 contains 104112 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 22 contains 104498 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777824.000000 Penalty: 85112.554688
Iteration 224Q: 26 clusters Score -1.377778e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9869 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53958 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101576 members 
Mstep: Class 9 contains 46812 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38052 members 
Mstep: Class 12 contains 82327 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 69459 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57610 members 
Mstep: Class 18 contains 101615 members 
Mstep: Class 19 contains 104163 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 22 contains 104473 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12563 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777920.000000 Penalty: 85112.554688
Iteration 225Q: 26 clusters Score -1.377779e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53970 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101578 members 
Mstep: Class 9 contains 46828 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38051 members 
Mstep: Class 12 contains 82317 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 69450 members 
Mstep: Class 15 contains 5862 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 57617 members 
Mstep: Class 18 contains 101617 members 
Mstep: Class 19 contains 104171 members 
Mstep: Class 20 contains 38208 members 
Mstep: Class 22 contains 104449 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 12563 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777968.000000 Penalty: 85112.554688
Iteration 226Q: 26 clusters Score -1.37778e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101574 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38051 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 69438 members 
Mstep: Class 15 contains 5859 members 
Mstep: Class 16 contains 25854 members 
Mstep: Class 17 contains 57618 members 
Mstep: Class 18 contains 101629 members 
Mstep: Class 19 contains 104174 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 22 contains 104447 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777984.000000 Penalty: 85112.554688
Iteration 227Q: 26 clusters Score -1.37778e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101564 members 
Mstep: Class 9 contains 46854 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38050 members 
Mstep: Class 12 contains 82287 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 69433 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 57622 members 
Mstep: Class 18 contains 101639 members 
Mstep: Class 19 contains 104170 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 22 contains 104449 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12563 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777728.000000 Penalty: 85112.554688
Iteration 228Q: 26 clusters Score -1.377777e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 53993 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101557 members 
Mstep: Class 9 contains 46860 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38050 members 
Mstep: Class 12 contains 82280 members 
Mstep: Class 13 contains 40391 members 
Mstep: Class 14 contains 69434 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57627 members 
Mstep: Class 18 contains 101646 members 
Mstep: Class 19 contains 104174 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 22 contains 104445 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777840.000000 Penalty: 85112.554688
Iteration 229Q: 26 clusters Score -1.377778e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 53994 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101558 members 
Mstep: Class 9 contains 46863 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38049 members 
Mstep: Class 12 contains 82268 members 
Mstep: Class 13 contains 40391 members 
Mstep: Class 14 contains 69432 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57639 members 
Mstep: Class 18 contains 101654 members 
Mstep: Class 19 contains 104171 members 
Mstep: Class 20 contains 38201 members 
Mstep: Class 22 contains 104445 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12560 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777808.000000 Penalty: 85112.554688
Iteration 230Q: 26 clusters Score -1.377778e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54009 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101558 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38048 members 
Mstep: Class 12 contains 82260 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69432 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57649 members 
Mstep: Class 18 contains 101679 members 
Mstep: Class 19 contains 104141 members 
Mstep: Class 20 contains 38194 members 
Mstep: Class 22 contains 104441 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777872.000000 Penalty: 85112.554688
Iteration 231Q: 26 clusters Score -1.377779e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54008 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101553 members 
Mstep: Class 9 contains 46882 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38049 members 
Mstep: Class 12 contains 82242 members 
Mstep: Class 13 contains 40385 members 
Mstep: Class 14 contains 69422 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57658 members 
Mstep: Class 18 contains 101696 members 
Mstep: Class 19 contains 104129 members 
Mstep: Class 20 contains 38190 members 
Mstep: Class 22 contains 104459 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777888.000000 Penalty: 85112.554688
Iteration 232Q: 26 clusters Score -1.377779e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54010 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101552 members 
Mstep: Class 9 contains 46896 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38050 members 
Mstep: Class 12 contains 82244 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 69420 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 25852 members 
Mstep: Class 17 contains 57664 members 
Mstep: Class 18 contains 101701 members 
Mstep: Class 19 contains 104109 members 
Mstep: Class 20 contains 38181 members 
Mstep: Class 22 contains 104464 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777872.000000 Penalty: 85112.554688
Iteration 233Q: 26 clusters Score -1.377779e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54008 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101546 members 
Mstep: Class 9 contains 46903 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38048 members 
Mstep: Class 12 contains 82242 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 69416 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 57681 members 
Mstep: Class 18 contains 101710 members 
Mstep: Class 19 contains 104115 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 22 contains 104448 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777760.000000 Penalty: 85112.554688
Iteration 234Q: 26 clusters Score -1.377778e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 54013 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101543 members 
Mstep: Class 9 contains 46913 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38046 members 
Mstep: Class 12 contains 82245 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 69412 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57694 members 
Mstep: Class 18 contains 101704 members 
Mstep: Class 19 contains 104123 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 22 contains 104433 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12554 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777792.000000 Penalty: 85112.554688
Iteration 235Q: 26 clusters Score -1.377778e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 54013 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101544 members 
Mstep: Class 9 contains 46927 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82242 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 69413 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57704 members 
Mstep: Class 18 contains 101708 members 
Mstep: Class 19 contains 104083 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 22 contains 104450 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777808.000000 Penalty: 85112.554688
Iteration 236Q: 26 clusters Score -1.377778e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54009 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101547 members 
Mstep: Class 9 contains 46943 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38043 members 
Mstep: Class 12 contains 82245 members 
Mstep: Class 13 contains 40385 members 
Mstep: Class 14 contains 69416 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 25848 members 
Mstep: Class 17 contains 57712 members 
Mstep: Class 18 contains 101695 members 
Mstep: Class 19 contains 104056 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777808.000000 Penalty: 85112.554688
Iteration 237Q: 26 clusters Score -1.377778e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54018 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101546 members 
Mstep: Class 9 contains 46967 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82237 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69413 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57720 members 
Mstep: Class 18 contains 101692 members 
Mstep: Class 19 contains 104017 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 22 contains 104480 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777856.000000 Penalty: 85112.554688
Iteration 238Q: 26 clusters Score -1.377779e+08 nChanged 308
Entering ConstructFrom: 
Score: -137777856.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -309241.343750 Penalty: 1885.023804
	Iteration 0F: 2 clusters Score -309241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -306619.937500 Penalty: 3770.047607
	Iteration 0F: 3 clusters Score -306619.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -307027.187500 Penalty: 3770.047607
	Iteration 1F: 3 clusters Score -307027.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -307138.187500 Penalty: 3770.047607
	Iteration 2F: 3 clusters Score -307138.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307203.468750 Penalty: 3770.047607
	Iteration 3Q: 3 clusters Score -307203.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -307259.000000 Penalty: 3770.047607
	Iteration 4Q: 3 clusters Score -307259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307296.093750 Penalty: 3770.047607
	Iteration 5Q: 3 clusters Score -307296.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -307319.875000 Penalty: 3770.047607
	Iteration 6Q: 3 clusters Score -307319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -307334.656250 Penalty: 3770.047607
	Iteration 7Q: 3 clusters Score -307334.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307346.843750 Penalty: 3770.047607
	Iteration 8Q: 3 clusters Score -307346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307355.437500 Penalty: 3770.047607
	Iteration 9Q: 3 clusters Score -307355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307363.031250 Penalty: 3770.047607
	Iteration 10Q: 3 clusters Score -307363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307367.093750 Penalty: 3770.047607
	Iteration 11Q: 3 clusters Score -307367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -307369.937500 Penalty: 3770.047607
	Iteration 12Q: 3 clusters Score -307369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -307376.343750 Penalty: 3770.047607
	Iteration 13Q: 3 clusters Score -307376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -307380.156250 Penalty: 3770.047607
	Iteration 14Q: 3 clusters Score -307380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307383.187500 Penalty: 3770.047607
	Iteration 15Q: 3 clusters Score -307383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -307385.593750 Penalty: 3770.047607
	Iteration 16Q: 3 clusters Score -307385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -307386.468750 Penalty: 3770.047607
	Iteration 17Q: 3 clusters Score -307386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -307389.750000 Penalty: 3770.047607
	Iteration 18Q: 3 clusters Score -307389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -307390.937500 Penalty: 3770.047607
	Iteration 19Q: 3 clusters Score -307390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -307392.468750 Penalty: 3770.047607
	Iteration 20F: 3 clusters Score -307392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -307393.125000 Penalty: 3770.047607
	Iteration 21Q: 3 clusters Score -307393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -307394.312500 Penalty: 3770.047607
	Iteration 22Q: 3 clusters Score -307394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -307395.468750 Penalty: 3770.047607
	Iteration 23Q: 3 clusters Score -307395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -307395.468750 Penalty: 3770.047607
	Iteration 24F: 3 clusters Score -307395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40800.148438 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40800.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41181.015625 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41181.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41362.277344 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41362.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41431.855469 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41431.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41459.148438 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41459.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41486.089844 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41486.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41512.863281 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41512.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41515.382812 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41515.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41515.382812 Penalty: 2905.534668
	Iteration 8F: 3 clusters Score -41515.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1392507.500000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1392508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1384853.500000 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1384854 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1387041.500000 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1387042 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1387361.125000 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1387361 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1387625.250000 Penalty: 4561.888672
	Iteration 3F: 3 clusters Score -1387625 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1387864.125000 Penalty: 4561.888672
	Iteration 4Q: 3 clusters Score -1387864 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1388099.625000 Penalty: 4561.888672
	Iteration 5Q: 3 clusters Score -1388100 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1388327.875000 Penalty: 4561.888672
	Iteration 6Q: 3 clusters Score -1388328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1388545.750000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1388546 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1388788.500000 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1388788 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1389054.375000 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1389054 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1389337.500000 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1389338 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1389638.625000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1389639 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1389905.375000 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1389905 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1390151.625000 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1390152 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1390343.750000 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1390344 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1390495.750000 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1390496 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1390606.125000 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1390606 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1390675.625000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1390676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1390736.000000 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1390736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1390777.375000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1390777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1390817.125000 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1390817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1390837.625000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1390838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1390856.625000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1390857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1390871.250000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1390871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1390886.125000 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1390886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1390904.000000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1390904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1390911.125000 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1390911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1390916.125000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1390916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1390922.750000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1390923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1390926.750000 Penalty: 4561.888672
	Iteration 29Q: 3 clusters Score -1390927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1390932.500000 Penalty: 4561.888672
	Iteration 30Q: 3 clusters Score -1390932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1390934.250000 Penalty: 4561.888672
	Iteration 31Q: 3 clusters Score -1390934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1390944.125000 Penalty: 4561.888672
	Iteration 32Q: 3 clusters Score -1390944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1390946.375000 Penalty: 4561.888672
	Iteration 33Q: 3 clusters Score -1390946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1390949.000000 Penalty: 4561.888672
	Iteration 34Q: 3 clusters Score -1390949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1390958.000000 Penalty: 4561.888672
	Iteration 35Q: 3 clusters Score -1390958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1390960.750000 Penalty: 4561.888672
	Iteration 36Q: 3 clusters Score -1390961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1390967.750000 Penalty: 4561.888672
	Iteration 37Q: 3 clusters Score -1390968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1390973.250000 Penalty: 4561.888672
	Iteration 38Q: 3 clusters Score -1390973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1390980.875000 Penalty: 4561.888672
	Iteration 39Q: 3 clusters Score -1390981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1390989.000000 Penalty: 4561.888672
	Iteration 40F: 3 clusters Score -1390989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1391003.500000 Penalty: 4561.888672
	Iteration 41Q: 3 clusters Score -1391004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1391014.625000 Penalty: 4561.888672
	Iteration 42Q: 3 clusters Score -1391015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1391031.000000 Penalty: 4561.888672
	Iteration 43Q: 3 clusters Score -1391031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1391056.375000 Penalty: 4561.888672
	Iteration 44Q: 3 clusters Score -1391056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1391084.625000 Penalty: 4561.888672
	Iteration 45Q: 3 clusters Score -1391085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1391118.250000 Penalty: 4561.888672
	Iteration 46Q: 3 clusters Score -1391118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1391163.500000 Penalty: 4561.888672
	Iteration 47Q: 3 clusters Score -1391164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1391195.750000 Penalty: 4561.888672
	Iteration 48Q: 3 clusters Score -1391196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1391233.875000 Penalty: 4561.888672
	Iteration 49Q: 3 clusters Score -1391234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1391267.625000 Penalty: 4561.888672
	Iteration 50Q: 3 clusters Score -1391268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1391292.625000 Penalty: 4561.888672
	Iteration 51Q: 3 clusters Score -1391293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1391315.000000 Penalty: 4561.888672
	Iteration 52Q: 3 clusters Score -1391315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1391327.125000 Penalty: 4561.888672
	Iteration 53Q: 3 clusters Score -1391327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1391342.750000 Penalty: 4561.888672
	Iteration 54Q: 3 clusters Score -1391343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1391350.000000 Penalty: 4561.888672
	Iteration 55Q: 3 clusters Score -1391350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1391354.500000 Penalty: 4561.888672
	Iteration 56Q: 3 clusters Score -1391354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1391360.625000 Penalty: 4561.888672
	Iteration 57Q: 3 clusters Score -1391361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1391369.625000 Penalty: 4561.888672
	Iteration 58Q: 3 clusters Score -1391370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1391382.875000 Penalty: 4561.888672
	Iteration 59Q: 3 clusters Score -1391383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1391389.250000 Penalty: 4561.888672
	Iteration 60F: 3 clusters Score -1391389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1391391.625000 Penalty: 4561.888672
	Iteration 61Q: 3 clusters Score -1391392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1391398.375000 Penalty: 4561.888672
	Iteration 62Q: 3 clusters Score -1391398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1391397.750000 Penalty: 4561.888672
	Iteration 63Q: 3 clusters Score -1391398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1391397.250000 Penalty: 4561.888672
	Iteration 64Q: 3 clusters Score -1391397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1391396.500000 Penalty: 4561.888672
	Iteration 65Q: 3 clusters Score -1391396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1391398.625000 Penalty: 4561.888672
	Iteration 66Q: 3 clusters Score -1391399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1391396.500000 Penalty: 4561.888672
	Iteration 67Q: 3 clusters Score -1391396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1391396.375000 Penalty: 4561.888672
	Iteration 68Q: 3 clusters Score -1391396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1391399.750000 Penalty: 4561.888672
	Iteration 69Q: 3 clusters Score -1391400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1391399.125000 Penalty: 4561.888672
	Iteration 70Q: 3 clusters Score -1391399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1391401.625000 Penalty: 4561.888672
	Iteration 71Q: 3 clusters Score -1391402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1391404.250000 Penalty: 4561.888672
	Iteration 72Q: 3 clusters Score -1391404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1391403.500000 Penalty: 4561.888672
	Iteration 73Q: 3 clusters Score -1391404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1391402.000000 Penalty: 4561.888672
	Iteration 74Q: 3 clusters Score -1391402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1391405.875000 Penalty: 4561.888672
	Iteration 75Q: 3 clusters Score -1391406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1391404.750000 Penalty: 4561.888672
	Iteration 76Q: 3 clusters Score -1391405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1391407.375000 Penalty: 4561.888672
	Iteration 77Q: 3 clusters Score -1391407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1391405.625000 Penalty: 4561.888672
	Iteration 78Q: 3 clusters Score -1391406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1391405.625000 Penalty: 4561.888672
	Iteration 79F: 3 clusters Score -1391406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -827158.250000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -827158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -822270.437500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -822270.4 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -823692.562500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -823692.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -824007.812500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -824007.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -824270.375000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -824270.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -824533.187500 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -824533.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -824794.125000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -824794.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -825067.250000 Penalty: 4282.242188
	Iteration 6F: 3 clusters Score -825067.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -825289.562500 Penalty: 4282.242188
	Iteration 7F: 3 clusters Score -825289.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -825444.125000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -825444.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -825530.187500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -825530.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -825584.625000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -825584.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -825612.375000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -825612.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -825629.500000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -825629.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -825650.062500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -825650.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -825662.812500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -825662.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -825672.937500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -825672.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -825676.312500 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -825676.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -825681.750000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -825681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -825688.562500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -825688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -825692.750000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -825692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -825696.375000 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -825696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -825699.125000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -825699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -825701.187500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -825701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -825702.187500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -825702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -825701.187500 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -825701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -825703.312500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -825703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -825703.750000 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -825703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -825704.562500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -825704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -825705.312500 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -825705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -825706.500000 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -825706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -825706.937500 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -825706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -825707.562500 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -825707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -825709.062500 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -825709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -825710.250000 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -825710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -825711.000000 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -825711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -825711.687500 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -825711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -825714.375000 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -825714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -825715.125000 Penalty: 4282.242188
	Iteration 37Q: 3 clusters Score -825715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -825714.187500 Penalty: 4282.242188
	Iteration 38Q: 3 clusters Score -825714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -825713.562500 Penalty: 4282.242188
	Iteration 39Q: 3 clusters Score -825713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -825715.500000 Penalty: 4282.242188
	Iteration 40F: 3 clusters Score -825715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Entering Unmasked Estep 
Score: -8134055.000000 Penalty: 2702.506104
	Iteration 0F: 2 clusters Score -8134055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8097725.000000 Penalty: 5405.012207
	Iteration 0F: 3 clusters Score -8097725 nChanged 25046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8111452.000000 Penalty: 5405.012207
	Iteration 1F: 3 clusters Score -8111452 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -8111954.000000 Penalty: 5405.012207
	Iteration 2Q: 3 clusters Score -8111954 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -8112428.500000 Penalty: 5405.012207
	Iteration 3Q: 3 clusters Score -8112428 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8112834.000000 Penalty: 5405.012207
	Iteration 4Q: 3 clusters Score -8112834 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8113197.000000 Penalty: 5405.012207
	Iteration 5Q: 3 clusters Score -8113197 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -8113621.000000 Penalty: 5405.012207
	Iteration 6Q: 3 clusters Score -8113621 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -8114170.500000 Penalty: 5405.012207
	Iteration 7Q: 3 clusters Score -8114170 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8114750.000000 Penalty: 5405.012207
	Iteration 8Q: 3 clusters Score -8114750 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8115557.500000 Penalty: 5405.012207
	Iteration 9Q: 3 clusters Score -8115558 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -8116472.500000 Penalty: 5405.012207
	Iteration 10Q: 3 clusters Score -8116472 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8117479.000000 Penalty: 5405.012207
	Iteration 11Q: 3 clusters Score -8117479 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -8118458.500000 Penalty: 5405.012207
	Iteration 12Q: 3 clusters Score -8118458 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -8119313.500000 Penalty: 5405.012207
	Iteration 13Q: 3 clusters Score -8119314 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -8119839.000000 Penalty: 5405.012207
	Iteration 14Q: 3 clusters Score -8119839 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8120242.000000 Penalty: 5405.012207
	Iteration 15Q: 3 clusters Score -8120242 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -8120551.500000 Penalty: 5405.012207
	Iteration 16Q: 3 clusters Score -8120552 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -8120704.500000 Penalty: 5405.012207
	Iteration 17Q: 3 clusters Score -8120704 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -8120858.000000 Penalty: 5405.012207
	Iteration 18Q: 3 clusters Score -8120858 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8120881.000000 Penalty: 5405.012207
	Iteration 19Q: 3 clusters Score -8120881 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8120957.000000 Penalty: 5405.012207
	Iteration 20F: 3 clusters Score -8120957 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -8121002.000000 Penalty: 5405.012207
	Iteration 21Q: 3 clusters Score -8121002 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -8121094.500000 Penalty: 5405.012207
	Iteration 22Q: 3 clusters Score -8121094 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -8121172.000000 Penalty: 5405.012207
	Iteration 23Q: 3 clusters Score -8121172 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8121235.000000 Penalty: 5405.012207
	Iteration 24Q: 3 clusters Score -8121235 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -8121317.500000 Penalty: 5405.012207
	Iteration 25Q: 3 clusters Score -8121318 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8121487.500000 Penalty: 5405.012207
	Iteration 26Q: 3 clusters Score -8121488 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -8121641.000000 Penalty: 5405.012207
	Iteration 27Q: 3 clusters Score -8121641 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -8121839.000000 Penalty: 5405.012207
	Iteration 28Q: 3 clusters Score -8121839 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -8122134.500000 Penalty: 5405.012207
	Iteration 29Q: 3 clusters Score -8122134 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -8122472.500000 Penalty: 5405.012207
	Iteration 30Q: 3 clusters Score -8122472 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8122923.500000 Penalty: 5405.012207
	Iteration 31Q: 3 clusters Score -8122924 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -8123495.000000 Penalty: 5405.012207
	Iteration 32Q: 3 clusters Score -8123495 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8124064.000000 Penalty: 5405.012207
	Iteration 33Q: 3 clusters Score -8124064 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -8124722.500000 Penalty: 5405.012207
	Iteration 34Q: 3 clusters Score -8124722 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -8125494.000000 Penalty: 5405.012207
	Iteration 35Q: 3 clusters Score -8125494 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8126319.000000 Penalty: 5405.012207
	Iteration 36Q: 3 clusters Score -8126319 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -8127235.500000 Penalty: 5405.012207
	Iteration 37Q: 3 clusters Score -8127236 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8128105.500000 Penalty: 5405.012207
	Iteration 38Q: 3 clusters Score -8128106 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -8128988.000000 Penalty: 5405.012207
	Iteration 39Q: 3 clusters Score -8128988 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -8129713.000000 Penalty: 5405.012207
	Iteration 40F: 3 clusters Score -8129713 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -8130271.000000 Penalty: 5405.012207
	Iteration 41Q: 3 clusters Score -8130271 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -8130693.500000 Penalty: 5405.012207
	Iteration 42Q: 3 clusters Score -8130694 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -8130955.500000 Penalty: 5405.012207
	Iteration 43Q: 3 clusters Score -8130956 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -8131200.000000 Penalty: 5405.012207
	Iteration 44Q: 3 clusters Score -8131200 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -8131376.000000 Penalty: 5405.012207
	Iteration 45Q: 3 clusters Score -8131376 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -8131474.000000 Penalty: 5405.012207
	Iteration 46Q: 3 clusters Score -8131474 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8131583.500000 Penalty: 5405.012207
	Iteration 47Q: 3 clusters Score -8131584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -8131658.500000 Penalty: 5405.012207
	Iteration 48Q: 3 clusters Score -8131658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -8131723.500000 Penalty: 5405.012207
	Iteration 49Q: 3 clusters Score -8131724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -8131760.000000 Penalty: 5405.012207
	Iteration 50Q: 3 clusters Score -8131760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -8131805.000000 Penalty: 5405.012207
	Iteration 51Q: 3 clusters Score -8131805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -8131825.500000 Penalty: 5405.012207
	Iteration 52Q: 3 clusters Score -8131826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -8131851.500000 Penalty: 5405.012207
	Iteration 53Q: 3 clusters Score -8131852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -8131868.500000 Penalty: 5405.012207
	Iteration 54Q: 3 clusters Score -8131868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -8131887.000000 Penalty: 5405.012207
	Iteration 55Q: 3 clusters Score -8131887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -8131907.500000 Penalty: 5405.012207
	Iteration 56Q: 3 clusters Score -8131908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -8131924.000000 Penalty: 5405.012207
	Iteration 57Q: 3 clusters Score -8131924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -8131932.000000 Penalty: 5405.012207
	Iteration 58Q: 3 clusters Score -8131932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -8131937.000000 Penalty: 5405.012207
	Iteration 59Q: 3 clusters Score -8131937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -8131940.500000 Penalty: 5405.012207
	Iteration 60F: 3 clusters Score -8131940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -8131944.000000 Penalty: 5405.012207
	Iteration 61Q: 3 clusters Score -8131944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -8131946.000000 Penalty: 5405.012207
	Iteration 62Q: 3 clusters Score -8131946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -8131940.000000 Penalty: 5405.012207
	Iteration 63Q: 3 clusters Score -8131940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -8131940.000000 Penalty: 5405.012207
	Iteration 64F: 3 clusters Score -8131940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 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 398 members 
Entering Unmasked Estep 
Score: -111553.835938 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111553.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112041.195312 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112041.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112380.093750 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112380.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112539.726562 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -112539.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112734.437500 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -112734.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112860.476562 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -112860.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112986.796875 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -112986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113035.312500 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113090.296875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113247.976562 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113657.617188 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113696.781250 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -113696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113725.414062 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -113725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113762.062500 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -113762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113768.109375 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -113768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113769.117188 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -113769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113769.117188 Penalty: 3339.176514
	Iteration 16F: 3 clusters Score -113769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54025 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101540 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82238 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69417 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57727 members 
Mstep: Class 18 contains 101699 members 
Mstep: Class 19 contains 103988 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 104479 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137776640.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137777856.000000 to -137776640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -504386.500000 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -504386.5 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 1910 members 
Entering Unmasked Estep 
Score: -500562.062500 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -500562.1 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -501717.437500 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -501717.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -502376.468750 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -502376.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -502875.343750 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -502875.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -503266.250000 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -503266.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -503532.531250 Penalty: 4097.716797
	Iteration 5F: 3 clusters Score -503532.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -503688.000000 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -503688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -503769.500000 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -503769.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -503835.968750 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -503836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -503884.875000 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -503884.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -503934.781250 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -503934.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -503966.000000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -503966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -503997.812500 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -503997.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -504026.875000 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -504026.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -504072.093750 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -504072.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -504111.625000 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -504111.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -504158.031250 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -504158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -504195.625000 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -504195.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -504214.437500 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -504214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -504223.312500 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -504223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -504226.531250 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -504226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -504228.125000 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -504228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -504228.125000 Penalty: 4097.716797
	Iteration 22F: 3 clusters Score -504228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Entering Unmasked Estep 
Score: -15737019.000000 Penalty: 2858.995605
	Iteration 0F: 2 clusters Score -1.573702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -15673167.000000 Penalty: 5717.991211
	Iteration 0F: 3 clusters Score -1.567317e+07 nChanged 47898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -15700154.000000 Penalty: 5717.991211
	Iteration 1F: 3 clusters Score -1.570015e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -15700859.000000 Penalty: 5717.991211
	Iteration 2Q: 3 clusters Score -1.570086e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -15701520.000000 Penalty: 5717.991211
	Iteration 3Q: 3 clusters Score -1.570152e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -15702183.000000 Penalty: 5717.991211
	Iteration 4Q: 3 clusters Score -1.570218e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -15702806.000000 Penalty: 5717.991211
	Iteration 5Q: 3 clusters Score -1.570281e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -15703515.000000 Penalty: 5717.991211
	Iteration 6Q: 3 clusters Score -1.570352e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -15704425.000000 Penalty: 5717.991211
	Iteration 7Q: 3 clusters Score -1.570442e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -15705330.000000 Penalty: 5717.991211
	Iteration 8Q: 3 clusters Score -1.570533e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -15706790.000000 Penalty: 5717.991211
	Iteration 9Q: 3 clusters Score -1.570679e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -15708609.000000 Penalty: 5717.991211
	Iteration 10Q: 3 clusters Score -1.570861e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -15711454.000000 Penalty: 5717.991211
	Iteration 11Q: 3 clusters Score -1.571145e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -15715419.000000 Penalty: 5717.991211
	Iteration 12F: 3 clusters Score -1.571542e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -15719620.000000 Penalty: 5717.991211
	Iteration 13F: 3 clusters Score -1.571962e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -15722639.000000 Penalty: 5717.991211
	Iteration 14F: 3 clusters Score -1.572264e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -15724048.000000 Penalty: 5717.991211
	Iteration 15Q: 3 clusters Score -1.572405e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -15724688.000000 Penalty: 5717.991211
	Iteration 16Q: 3 clusters Score -1.572469e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -15725226.000000 Penalty: 5717.991211
	Iteration 17Q: 3 clusters Score -1.572523e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -15725841.000000 Penalty: 5717.991211
	Iteration 18Q: 3 clusters Score -1.572584e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -15726487.000000 Penalty: 5717.991211
	Iteration 19Q: 3 clusters Score -1.572649e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -15727141.000000 Penalty: 5717.991211
	Iteration 20F: 3 clusters Score -1.572714e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -15727654.000000 Penalty: 5717.991211
	Iteration 21Q: 3 clusters Score -1.572765e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -15728172.000000 Penalty: 5717.991211
	Iteration 22Q: 3 clusters Score -1.572817e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -15728590.000000 Penalty: 5717.991211
	Iteration 23Q: 3 clusters Score -1.572859e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -15728899.000000 Penalty: 5717.991211
	Iteration 24Q: 3 clusters Score -1.57289e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -15729243.000000 Penalty: 5717.991211
	Iteration 25Q: 3 clusters Score -1.572924e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -15729584.000000 Penalty: 5717.991211
	Iteration 26Q: 3 clusters Score -1.572958e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -15729817.000000 Penalty: 5717.991211
	Iteration 27Q: 3 clusters Score -1.572982e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -15730105.000000 Penalty: 5717.991211
	Iteration 28Q: 3 clusters Score -1.57301e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -15730380.000000 Penalty: 5717.991211
	Iteration 29Q: 3 clusters Score -1.573038e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -15730608.000000 Penalty: 5717.991211
	Iteration 30Q: 3 clusters Score -1.573061e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -15730870.000000 Penalty: 5717.991211
	Iteration 31Q: 3 clusters Score -1.573087e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -15731121.000000 Penalty: 5717.991211
	Iteration 32Q: 3 clusters Score -1.573112e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -15731351.000000 Penalty: 5717.991211
	Iteration 33Q: 3 clusters Score -1.573135e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -15731605.000000 Penalty: 5717.991211
	Iteration 34Q: 3 clusters Score -1.57316e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -15731855.000000 Penalty: 5717.991211
	Iteration 35Q: 3 clusters Score -1.573186e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -15732156.000000 Penalty: 5717.991211
	Iteration 36Q: 3 clusters Score -1.573216e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -15732394.000000 Penalty: 5717.991211
	Iteration 37Q: 3 clusters Score -1.573239e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -15732702.000000 Penalty: 5717.991211
	Iteration 38Q: 3 clusters Score -1.57327e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -15732883.000000 Penalty: 5717.991211
	Iteration 39Q: 3 clusters Score -1.573288e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -15733239.000000 Penalty: 5717.991211
	Iteration 40F: 3 clusters Score -1.573324e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -15733420.000000 Penalty: 5717.991211
	Iteration 41Q: 3 clusters Score -1.573342e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -15733610.000000 Penalty: 5717.991211
	Iteration 42Q: 3 clusters Score -1.573361e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -15733784.000000 Penalty: 5717.991211
	Iteration 43Q: 3 clusters Score -1.573378e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -15733900.000000 Penalty: 5717.991211
	Iteration 44Q: 3 clusters Score -1.57339e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -15733974.000000 Penalty: 5717.991211
	Iteration 45Q: 3 clusters Score -1.573397e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -15734072.000000 Penalty: 5717.991211
	Iteration 46Q: 3 clusters Score -1.573407e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -15734163.000000 Penalty: 5717.991211
	Iteration 47Q: 3 clusters Score -1.573416e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -15734162.000000 Penalty: 5717.991211
	Iteration 48Q: 3 clusters Score -1.573416e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -15734255.000000 Penalty: 5717.991211
	Iteration 49Q: 3 clusters Score -1.573426e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -15734353.000000 Penalty: 5717.991211
	Iteration 50Q: 3 clusters Score -1.573435e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -15734452.000000 Penalty: 5717.991211
	Iteration 51Q: 3 clusters Score -1.573445e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -15734512.000000 Penalty: 5717.991211
	Iteration 52Q: 3 clusters Score -1.573451e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -15734541.000000 Penalty: 5717.991211
	Iteration 53Q: 3 clusters Score -1.573454e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -15734585.000000 Penalty: 5717.991211
	Iteration 54Q: 3 clusters Score -1.573458e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -15734639.000000 Penalty: 5717.991211
	Iteration 55Q: 3 clusters Score -1.573464e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -15734652.000000 Penalty: 5717.991211
	Iteration 56Q: 3 clusters Score -1.573465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -15734706.000000 Penalty: 5717.991211
	Iteration 57Q: 3 clusters Score -1.573471e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 99446 members 
Entering Unmasked Estep 
Score: -15734707.000000 Penalty: 5717.991211
	Iteration 58Q: 3 clusters Score -1.573471e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -15734715.000000 Penalty: 5717.991211
	Iteration 59Q: 3 clusters Score -1.573472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -15734729.000000 Penalty: 5717.991211
	Iteration 60F: 3 clusters Score -1.573473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -15734762.000000 Penalty: 5717.991211
	Iteration 61Q: 3 clusters Score -1.573476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -15734759.000000 Penalty: 5717.991211
	Iteration 62Q: 3 clusters Score -1.573476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -15734747.000000 Penalty: 5717.991211
	Iteration 63Q: 3 clusters Score -1.573475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -15734764.000000 Penalty: 5717.991211
	Iteration 64Q: 3 clusters Score -1.573476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -15734779.000000 Penalty: 5717.991211
	Iteration 65Q: 3 clusters Score -1.573478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -15734773.000000 Penalty: 5717.991211
	Iteration 66Q: 3 clusters Score -1.573477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -15734775.000000 Penalty: 5717.991211
	Iteration 67Q: 3 clusters Score -1.573478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -15734775.000000 Penalty: 5717.991211
	Iteration 68Q: 3 clusters Score -1.573478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -15734761.000000 Penalty: 5717.991211
	Iteration 69Q: 3 clusters Score -1.573476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -15734759.000000 Penalty: 5717.991211
	Iteration 70Q: 3 clusters Score -1.573476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -15734757.000000 Penalty: 5717.991211
	Iteration 71Q: 3 clusters Score -1.573476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 99989 members 
Entering Unmasked Estep 
Score: -15734755.000000 Penalty: 5717.991211
	Iteration 72Q: 3 clusters Score -1.573476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -15734760.000000 Penalty: 5717.991211
	Iteration 73Q: 3 clusters Score -1.573476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -15734765.000000 Penalty: 5717.991211
	Iteration 74Q: 3 clusters Score -1.573476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -15734767.000000 Penalty: 5717.991211
	Iteration 75Q: 3 clusters Score -1.573477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -15734769.000000 Penalty: 5717.991211
	Iteration 76Q: 3 clusters Score -1.573477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -15734764.000000 Penalty: 5717.991211
	Iteration 77Q: 3 clusters Score -1.573476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -15734774.000000 Penalty: 5717.991211
	Iteration 78Q: 3 clusters Score -1.573477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -15734769.000000 Penalty: 5717.991211
	Iteration 79Q: 3 clusters Score -1.573477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -15734770.000000 Penalty: 5717.991211
	Iteration 80F: 3 clusters Score -1.573477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -15734777.000000 Penalty: 5717.991211
	Iteration 81Q: 3 clusters Score -1.573478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -15734787.000000 Penalty: 5717.991211
	Iteration 82Q: 3 clusters Score -1.573479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -15734793.000000 Penalty: 5717.991211
	Iteration 83Q: 3 clusters Score -1.573479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -15734782.000000 Penalty: 5717.991211
	Iteration 84Q: 3 clusters Score -1.573478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -15734771.000000 Penalty: 5717.991211
	Iteration 85Q: 3 clusters Score -1.573477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -15734785.000000 Penalty: 5717.991211
	Iteration 86Q: 3 clusters Score -1.573478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -15734783.000000 Penalty: 5717.991211
	Iteration 87Q: 3 clusters Score -1.573478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -15734792.000000 Penalty: 5717.991211
	Iteration 88Q: 3 clusters Score -1.573479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -15734790.000000 Penalty: 5717.991211
	Iteration 89Q: 3 clusters Score -1.573479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -15734788.000000 Penalty: 5717.991211
	Iteration 90Q: 3 clusters Score -1.573479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -15734779.000000 Penalty: 5717.991211
	Iteration 91Q: 3 clusters Score -1.573478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -15734765.000000 Penalty: 5717.991211
	Iteration 92Q: 3 clusters Score -1.573476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -15734788.000000 Penalty: 5717.991211
	Iteration 93Q: 3 clusters Score -1.573479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -15734786.000000 Penalty: 5717.991211
	Iteration 94Q: 3 clusters Score -1.573479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -15734785.000000 Penalty: 5717.991211
	Iteration 95Q: 3 clusters Score -1.573478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -15734794.000000 Penalty: 5717.991211
	Iteration 96Q: 3 clusters Score -1.573479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -15734796.000000 Penalty: 5717.991211
	Iteration 97Q: 3 clusters Score -1.57348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -15734789.000000 Penalty: 5717.991211
	Iteration 98Q: 3 clusters Score -1.573479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15734770.000000 Penalty: 5717.991211
	Iteration 99Q: 3 clusters Score -1.573477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -15734776.000000 Penalty: 5717.991211
	Iteration 100F: 3 clusters Score -1.573478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -15734780.000000 Penalty: 5717.991211
	Iteration 101Q: 3 clusters Score -1.573478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -15734770.000000 Penalty: 5717.991211
	Iteration 102Q: 3 clusters Score -1.573477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -15734779.000000 Penalty: 5717.991211
	Iteration 103Q: 3 clusters Score -1.573478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -15734777.000000 Penalty: 5717.991211
	Iteration 104Q: 3 clusters Score -1.573478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -15734781.000000 Penalty: 5717.991211
	Iteration 105Q: 3 clusters Score -1.573478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -15734781.000000 Penalty: 5717.991211
	Iteration 106Q: 3 clusters Score -1.573478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -15734795.000000 Penalty: 5717.991211
	Iteration 107Q: 3 clusters Score -1.57348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -15734797.000000 Penalty: 5717.991211
	Iteration 108Q: 3 clusters Score -1.57348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -15734787.000000 Penalty: 5717.991211
	Iteration 109Q: 3 clusters Score -1.573479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -15734786.000000 Penalty: 5717.991211
	Iteration 110Q: 3 clusters Score -1.573479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -15734794.000000 Penalty: 5717.991211
	Iteration 111Q: 3 clusters Score -1.573479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -15734798.000000 Penalty: 5717.991211
	Iteration 112Q: 3 clusters Score -1.57348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -15734802.000000 Penalty: 5717.991211
	Iteration 113Q: 3 clusters Score -1.57348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -15734805.000000 Penalty: 5717.991211
	Iteration 114Q: 3 clusters Score -1.57348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -15734803.000000 Penalty: 5717.991211
	Iteration 115Q: 3 clusters Score -1.57348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -15734788.000000 Penalty: 5717.991211
	Iteration 116Q: 3 clusters Score -1.573479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -15734788.000000 Penalty: 5717.991211
	Iteration 117Q: 3 clusters Score -1.573479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -15734798.000000 Penalty: 5717.991211
	Iteration 118Q: 3 clusters Score -1.57348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -15734798.000000 Penalty: 5717.991211
	Iteration 119Q: 3 clusters Score -1.57348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -15734796.000000 Penalty: 5717.991211
	Iteration 120F: 3 clusters Score -1.57348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -15734799.000000 Penalty: 5717.991211
	Iteration 121Q: 3 clusters Score -1.57348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -15734798.000000 Penalty: 5717.991211
	Iteration 122Q: 3 clusters Score -1.57348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15734805.000000 Penalty: 5717.991211
	Iteration 123Q: 3 clusters Score -1.57348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -15734819.000000 Penalty: 5717.991211
	Iteration 124Q: 3 clusters Score -1.573482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -15734822.000000 Penalty: 5717.991211
	Iteration 125Q: 3 clusters Score -1.573482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -15734820.000000 Penalty: 5717.991211
	Iteration 126Q: 3 clusters Score -1.573482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -15734821.000000 Penalty: 5717.991211
	Iteration 127Q: 3 clusters Score -1.573482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -15734821.000000 Penalty: 5717.991211
	Iteration 128F: 3 clusters Score -1.573482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Entering Unmasked Estep 
Score: -7244120.000000 Penalty: 2667.901855
	Iteration 0F: 2 clusters Score -7244120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -7212349.000000 Penalty: 5335.803711
	Iteration 0F: 3 clusters Score -7212349 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -7224351.000000 Penalty: 5335.803711
	Iteration 1F: 3 clusters Score -7224351 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -7224886.000000 Penalty: 5335.803711
	Iteration 2Q: 3 clusters Score -7224886 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -7225392.500000 Penalty: 5335.803711
	Iteration 3Q: 3 clusters Score -7225392 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -7225993.500000 Penalty: 5335.803711
	Iteration 4Q: 3 clusters Score -7225994 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -7226730.500000 Penalty: 5335.803711
	Iteration 5Q: 3 clusters Score -7226730 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -7227790.000000 Penalty: 5335.803711
	Iteration 6Q: 3 clusters Score -7227790 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7229208.500000 Penalty: 5335.803711
	Iteration 7Q: 3 clusters Score -7229208 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -7230895.500000 Penalty: 5335.803711
	Iteration 8F: 3 clusters Score -7230896 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7232781.500000 Penalty: 5335.803711
	Iteration 9F: 3 clusters Score -7232782 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7234589 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7235848 nChanged 1707
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Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7237315 nChanged 632
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7237458 nChanged 589
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Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7238174 nChanged 561
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Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7238354 nChanged 561
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Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7238528 nChanged 543
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7238736 nChanged 556
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7238938 nChanged 520
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7239134 nChanged 505
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Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7239302 nChanged 483
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Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7239446 nChanged 456
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Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7239568 nChanged 430
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Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7239740 nChanged 382
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Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7239956 nChanged 427
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Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7240134 nChanged 384
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Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7240210 nChanged 342
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Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 41139 members 
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Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 41421 members 
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Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 41712 members 
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Mstep: Class 1 contains 3031 members 
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Mstep: Class 1 contains 2888 members 
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Mstep: Class 1 contains 2768 members 
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	Iteration 58Q: 3 clusters Score -7241682 nChanged 71
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	Iteration 59Q: 3 clusters Score -7241714 nChanged 62
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	Iteration 60F: 3 clusters Score -7241736 nChanged 76
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	Iteration 66Q: 3 clusters Score -7241860 nChanged 40
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	Iteration 67Q: 3 clusters Score -7241874 nChanged 39
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	Iteration 70Q: 3 clusters Score -7241881 nChanged 29
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	Iteration 71Q: 3 clusters Score -7241888 nChanged 14
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	Iteration 73Q: 3 clusters Score -7241892 nChanged 18
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	Iteration 74Q: 3 clusters Score -7241890 nChanged 14
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	Iteration 75Q: 3 clusters Score -7241891 nChanged 7
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	Iteration 76Q: 3 clusters Score -7241898 nChanged 12
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	Iteration 78Q: 3 clusters Score -7241902 nChanged 7
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	Iteration 79Q: 3 clusters Score -7241908 nChanged 4
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	Iteration 80F: 3 clusters Score -7241908 nChanged 6
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	Iteration 81Q: 3 clusters Score -7241904 nChanged 6
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	Iteration 82Q: 3 clusters Score -7241910 nChanged 9
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	Iteration 83Q: 3 clusters Score -7241918 nChanged 10
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	Iteration 84Q: 3 clusters Score -7241912 nChanged 11
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	Iteration 85Q: 3 clusters Score -7241913 nChanged 12
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	Iteration 86Q: 3 clusters Score -7241915 nChanged 7
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	Iteration 87Q: 3 clusters Score -7241924 nChanged 9
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	Iteration 88Q: 3 clusters Score -7241924 nChanged 8
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	Iteration 89Q: 3 clusters Score -7241928 nChanged 13
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	Iteration 90Q: 3 clusters Score -7241936 nChanged 12
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	Iteration 91Q: 3 clusters Score -7241934 nChanged 9
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	Iteration 92Q: 3 clusters Score -7241938 nChanged 11
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	Iteration 93Q: 3 clusters Score -7241939 nChanged 5
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	Iteration 94Q: 3 clusters Score -7241938 nChanged 2
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	Iteration 95Q: 3 clusters Score -7241943 nChanged 4
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	Iteration 96Q: 3 clusters Score -7241949 nChanged 6
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	Iteration 98Q: 3 clusters Score -7241956 nChanged 8
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	Iteration 99Q: 3 clusters Score -7241954 nChanged 7
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	Iteration 100F: 3 clusters Score -7241956 nChanged 3
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	Iteration 101Q: 3 clusters Score -7241952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -7241945.000000 Penalty: 5335.803711
	Iteration 102Q: 3 clusters Score -7241945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -7241947.500000 Penalty: 5335.803711
	Iteration 103Q: 3 clusters Score -7241948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -7241942.000000 Penalty: 5335.803711
	Iteration 104Q: 3 clusters Score -7241942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -7241945.000000 Penalty: 5335.803711
	Iteration 105Q: 3 clusters Score -7241945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -7241943.000000 Penalty: 5335.803711
	Iteration 106Q: 3 clusters Score -7241943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -7241946.000000 Penalty: 5335.803711
	Iteration 107Q: 3 clusters Score -7241946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -7241946.000000 Penalty: 5335.803711
	Iteration 108Q: 3 clusters Score -7241946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -7241953.000000 Penalty: 5335.803711
	Iteration 109Q: 3 clusters Score -7241953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -7241955.000000 Penalty: 5335.803711
	Iteration 110Q: 3 clusters Score -7241955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -7241953.000000 Penalty: 5335.803711
	Iteration 111Q: 3 clusters Score -7241953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -7241959.000000 Penalty: 5335.803711
	Iteration 112Q: 3 clusters Score -7241959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -7241958.000000 Penalty: 5335.803711
	Iteration 113Q: 3 clusters Score -7241958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -7241956.000000 Penalty: 5335.803711
	Iteration 114Q: 3 clusters Score -7241956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7241960.000000 Penalty: 5335.803711
	Iteration 115Q: 3 clusters Score -7241960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -7241956.000000 Penalty: 5335.803711
	Iteration 116Q: 3 clusters Score -7241956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7241957.500000 Penalty: 5335.803711
	Iteration 117Q: 3 clusters Score -7241958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7241955.000000 Penalty: 5335.803711
	Iteration 118Q: 3 clusters Score -7241955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -7241957.000000 Penalty: 5335.803711
	Iteration 119Q: 3 clusters Score -7241957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -7241957.000000 Penalty: 5335.803711
	Iteration 120F: 3 clusters Score -7241957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83999.218750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83999.22 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84737.945312 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84737.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -85305.500000 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -85305.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85600.976562 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85600.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85757.039062 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -85757.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85891.945312 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85891.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85958.953125 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85958.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85979.812500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85979.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85985.046875 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -85985.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85985.046875 Penalty: 3225.383789
	Iteration 9F: 3 clusters Score -85985.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54025 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101540 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82238 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69417 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57727 members 
Mstep: Class 18 contains 101699 members 
Mstep: Class 19 contains 103988 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 104479 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137776960.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137777856.000000 to -137776960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Entering Unmasked Estep 
Score: -5736283.500000 Penalty: 2615.531494
	Iteration 0F: 2 clusters Score -5736284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5710444.500000 Penalty: 5231.062988
	Iteration 0F: 3 clusters Score -5710444 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5719940.500000 Penalty: 5231.062988
	Iteration 1F: 3 clusters Score -5719940 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5720428.000000 Penalty: 5231.062988
	Iteration 2Q: 3 clusters Score -5720428 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5720899.500000 Penalty: 5231.062988
	Iteration 3Q: 3 clusters Score -5720900 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5721490.500000 Penalty: 5231.062988
	Iteration 4Q: 3 clusters Score -5721490 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5722183.000000 Penalty: 5231.062988
	Iteration 5Q: 3 clusters Score -5722183 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5723205.500000 Penalty: 5231.062988
	Iteration 6Q: 3 clusters Score -5723206 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5724648.000000 Penalty: 5231.062988
	Iteration 7F: 3 clusters Score -5724648 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5726621.500000 Penalty: 5231.062988
	Iteration 8F: 3 clusters Score -5726622 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -5728861.000000 Penalty: 5231.062988
	Iteration 9F: 3 clusters Score -5728861 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5730747.500000 Penalty: 5231.062988
	Iteration 10F: 3 clusters Score -5730748 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5732129.000000 Penalty: 5231.062988
	Iteration 11Q: 3 clusters Score -5732129 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5732984.000000 Penalty: 5231.062988
	Iteration 12Q: 3 clusters Score -5732984 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5733444.500000 Penalty: 5231.062988
	Iteration 13Q: 3 clusters Score -5733444 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5733700.500000 Penalty: 5231.062988
	Iteration 14Q: 3 clusters Score -5733700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5733799.000000 Penalty: 5231.062988
	Iteration 15Q: 3 clusters Score -5733799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -5733845.000000 Penalty: 5231.062988
	Iteration 16Q: 3 clusters Score -5733845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5733890.500000 Penalty: 5231.062988
	Iteration 17Q: 3 clusters Score -5733890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5733921.000000 Penalty: 5231.062988
	Iteration 18Q: 3 clusters Score -5733921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5733945.500000 Penalty: 5231.062988
	Iteration 19Q: 3 clusters Score -5733946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5733965.500000 Penalty: 5231.062988
	Iteration 20F: 3 clusters Score -5733966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5733978.000000 Penalty: 5231.062988
	Iteration 21Q: 3 clusters Score -5733978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5733975.000000 Penalty: 5231.062988
	Iteration 22Q: 3 clusters Score -5733975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5733978.000000 Penalty: 5231.062988
	Iteration 23Q: 3 clusters Score -5733978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5733983.000000 Penalty: 5231.062988
	Iteration 24Q: 3 clusters Score -5733983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5733981.500000 Penalty: 5231.062988
	Iteration 25Q: 3 clusters Score -5733982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5733984.500000 Penalty: 5231.062988
	Iteration 26Q: 3 clusters Score -5733984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5733983.500000 Penalty: 5231.062988
	Iteration 27Q: 3 clusters Score -5733984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5733986.000000 Penalty: 5231.062988
	Iteration 28Q: 3 clusters Score -5733986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5733988.000000 Penalty: 5231.062988
	Iteration 29Q: 3 clusters Score -5733988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5733988.000000 Penalty: 5231.062988
	Iteration 30F: 3 clusters Score -5733988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Entering Unmasked Estep 
Score: -12693019.000000 Penalty: 2806.708252
	Iteration 0F: 2 clusters Score -1.269302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -12638613.000000 Penalty: 5613.416504
	Iteration 0F: 3 clusters Score -1.263861e+07 nChanged 38589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -12660369.000000 Penalty: 5613.416504
	Iteration 1F: 3 clusters Score -1.266037e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -12661460.000000 Penalty: 5613.416504
	Iteration 2Q: 3 clusters Score -1.266146e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -12663068.000000 Penalty: 5613.416504
	Iteration 3Q: 3 clusters Score -1.266307e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -12665786.000000 Penalty: 5613.416504
	Iteration 4F: 3 clusters Score -1.266579e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -12670153.000000 Penalty: 5613.416504
	Iteration 5F: 3 clusters Score -1.267015e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -12676411.000000 Penalty: 5613.416504
	Iteration 6F: 3 clusters Score -1.267641e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -12682963.000000 Penalty: 5613.416504
	Iteration 7F: 3 clusters Score -1.268296e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -12687571.000000 Penalty: 5613.416504
	Iteration 8F: 3 clusters Score -1.268757e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -12689723.000000 Penalty: 5613.416504
	Iteration 9Q: 3 clusters Score -1.268972e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -12690600.000000 Penalty: 5613.416504
	Iteration 10Q: 3 clusters Score -1.26906e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -12690915.000000 Penalty: 5613.416504
	Iteration 11Q: 3 clusters Score -1.269092e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -12691072.000000 Penalty: 5613.416504
	Iteration 12Q: 3 clusters Score -1.269107e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -12691150.000000 Penalty: 5613.416504
	Iteration 13Q: 3 clusters Score -1.269115e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -12691201.000000 Penalty: 5613.416504
	Iteration 14Q: 3 clusters Score -1.26912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -12691220.000000 Penalty: 5613.416504
	Iteration 15Q: 3 clusters Score -1.269122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -12691240.000000 Penalty: 5613.416504
	Iteration 16Q: 3 clusters Score -1.269124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -12691247.000000 Penalty: 5613.416504
	Iteration 17Q: 3 clusters Score -1.269125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -12691260.000000 Penalty: 5613.416504
	Iteration 18Q: 3 clusters Score -1.269126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -12691263.000000 Penalty: 5613.416504
	Iteration 19Q: 3 clusters Score -1.269126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -12691257.000000 Penalty: 5613.416504
	Iteration 20F: 3 clusters Score -1.269126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -12691264.000000 Penalty: 5613.416504
	Iteration 21Q: 3 clusters Score -1.269126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -12691262.000000 Penalty: 5613.416504
	Iteration 22Q: 3 clusters Score -1.269126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -12691274.000000 Penalty: 5613.416504
	Iteration 23Q: 3 clusters Score -1.269127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -12691275.000000 Penalty: 5613.416504
	Iteration 24Q: 3 clusters Score -1.269128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -12691271.000000 Penalty: 5613.416504
	Iteration 25Q: 3 clusters Score -1.269127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -12691260.000000 Penalty: 5613.416504
	Iteration 26Q: 3 clusters Score -1.269126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -12691266.000000 Penalty: 5613.416504
	Iteration 27Q: 3 clusters Score -1.269127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -12691265.000000 Penalty: 5613.416504
	Iteration 28Q: 3 clusters Score -1.269126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -12691260.000000 Penalty: 5613.416504
	Iteration 29Q: 3 clusters Score -1.269126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -12691273.000000 Penalty: 5613.416504
	Iteration 30Q: 3 clusters Score -1.269127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -12691276.000000 Penalty: 5613.416504
	Iteration 31Q: 3 clusters Score -1.269128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -12691284.000000 Penalty: 5613.416504
	Iteration 32Q: 3 clusters Score -1.269128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -12691287.000000 Penalty: 5613.416504
	Iteration 33Q: 3 clusters Score -1.269129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -12691285.000000 Penalty: 5613.416504
	Iteration 34Q: 3 clusters Score -1.269128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -12691280.000000 Penalty: 5613.416504
	Iteration 35Q: 3 clusters Score -1.269128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -12691280.000000 Penalty: 5613.416504
	Iteration 36F: 3 clusters Score -1.269128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Entering Unmasked Estep 
Score: -6081263.500000 Penalty: 2630.359375
	Iteration 0F: 2 clusters Score -6081264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -6053985.000000 Penalty: 5260.718750
	Iteration 0F: 3 clusters Score -6053985 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -6064332.000000 Penalty: 5260.718750
	Iteration 1F: 3 clusters Score -6064332 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -6065033.500000 Penalty: 5260.718750
	Iteration 2Q: 3 clusters Score -6065034 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6065860.500000 Penalty: 5260.718750
	Iteration 3Q: 3 clusters Score -6065860 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6066755.500000 Penalty: 5260.718750
	Iteration 4Q: 3 clusters Score -6066756 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -6067612.500000 Penalty: 5260.718750
	Iteration 5Q: 3 clusters Score -6067612 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6068535.000000 Penalty: 5260.718750
	Iteration 6Q: 3 clusters Score -6068535 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6069380.500000 Penalty: 5260.718750
	Iteration 7Q: 3 clusters Score -6069380 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6070240.500000 Penalty: 5260.718750
	Iteration 8Q: 3 clusters Score -6070240 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -6071100.000000 Penalty: 5260.718750
	Iteration 9Q: 3 clusters Score -6071100 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6072101.500000 Penalty: 5260.718750
	Iteration 10Q: 3 clusters Score -6072102 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6073155.500000 Penalty: 5260.718750
	Iteration 11Q: 3 clusters Score -6073156 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -6074328.000000 Penalty: 5260.718750
	Iteration 12Q: 3 clusters Score -6074328 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -6075447.000000 Penalty: 5260.718750
	Iteration 13Q: 3 clusters Score -6075447 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -6076477.000000 Penalty: 5260.718750
	Iteration 14Q: 3 clusters Score -6076477 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6077224.000000 Penalty: 5260.718750
	Iteration 15Q: 3 clusters Score -6077224 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -6077750.000000 Penalty: 5260.718750
	Iteration 16Q: 3 clusters Score -6077750 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6078084.500000 Penalty: 5260.718750
	Iteration 17Q: 3 clusters Score -6078084 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6078320.500000 Penalty: 5260.718750
	Iteration 18Q: 3 clusters Score -6078320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -6078551.000000 Penalty: 5260.718750
	Iteration 19Q: 3 clusters Score -6078551 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6078690.500000 Penalty: 5260.718750
	Iteration 20F: 3 clusters Score -6078690 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6078863.500000 Penalty: 5260.718750
	Iteration 21Q: 3 clusters Score -6078864 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -6078995.000000 Penalty: 5260.718750
	Iteration 22Q: 3 clusters Score -6078995 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -6079072.500000 Penalty: 5260.718750
	Iteration 23Q: 3 clusters Score -6079072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -6079150.500000 Penalty: 5260.718750
	Iteration 24Q: 3 clusters Score -6079150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -6079189.000000 Penalty: 5260.718750
	Iteration 25Q: 3 clusters Score -6079189 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6079225.500000 Penalty: 5260.718750
	Iteration 26Q: 3 clusters Score -6079226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -6079241.500000 Penalty: 5260.718750
	Iteration 27Q: 3 clusters Score -6079242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -6079241.500000 Penalty: 5260.718750
	Iteration 28Q: 3 clusters Score -6079242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6079254.000000 Penalty: 5260.718750
	Iteration 29Q: 3 clusters Score -6079254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -6079278.500000 Penalty: 5260.718750
	Iteration 30Q: 3 clusters Score -6079278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -6079292.000000 Penalty: 5260.718750
	Iteration 31Q: 3 clusters Score -6079292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -6079289.000000 Penalty: 5260.718750
	Iteration 32Q: 3 clusters Score -6079289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -6079292.000000 Penalty: 5260.718750
	Iteration 33Q: 3 clusters Score -6079292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6079294.000000 Penalty: 5260.718750
	Iteration 34Q: 3 clusters Score -6079294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -6079303.000000 Penalty: 5260.718750
	Iteration 35Q: 3 clusters Score -6079303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -6079316.500000 Penalty: 5260.718750
	Iteration 36Q: 3 clusters Score -6079316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -6079325.000000 Penalty: 5260.718750
	Iteration 37Q: 3 clusters Score -6079325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -6079312.500000 Penalty: 5260.718750
	Iteration 38Q: 3 clusters Score -6079312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -6079310.500000 Penalty: 5260.718750
	Iteration 39Q: 3 clusters Score -6079310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -6079321.500000 Penalty: 5260.718750
	Iteration 40F: 3 clusters Score -6079322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -6079321.000000 Penalty: 5260.718750
	Iteration 41Q: 3 clusters Score -6079321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -6079329.000000 Penalty: 5260.718750
	Iteration 42Q: 3 clusters Score -6079329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -6079328.000000 Penalty: 5260.718750
	Iteration 43Q: 3 clusters Score -6079328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -6079332.500000 Penalty: 5260.718750
	Iteration 44Q: 3 clusters Score -6079332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -6079330.000000 Penalty: 5260.718750
	Iteration 45Q: 3 clusters Score -6079330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6079329.000000 Penalty: 5260.718750
	Iteration 46Q: 3 clusters Score -6079329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -6079329.000000 Penalty: 5260.718750
	Iteration 47Q: 3 clusters Score -6079329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -6079321.500000 Penalty: 5260.718750
	Iteration 48Q: 3 clusters Score -6079322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -6079328.000000 Penalty: 5260.718750
	Iteration 49Q: 3 clusters Score -6079328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -6079327.500000 Penalty: 5260.718750
	Iteration 50Q: 3 clusters Score -6079328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -6079324.500000 Penalty: 5260.718750
	Iteration 51Q: 3 clusters Score -6079324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6079328.500000 Penalty: 5260.718750
	Iteration 52Q: 3 clusters Score -6079328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -6079322.500000 Penalty: 5260.718750
	Iteration 53Q: 3 clusters Score -6079322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -6079322.000000 Penalty: 5260.718750
	Iteration 54Q: 3 clusters Score -6079322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -6079325.000000 Penalty: 5260.718750
	Iteration 55Q: 3 clusters Score -6079325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -6079315.000000 Penalty: 5260.718750
	Iteration 56Q: 3 clusters Score -6079315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -6079320.500000 Penalty: 5260.718750
	Iteration 57Q: 3 clusters Score -6079320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -6079325.000000 Penalty: 5260.718750
	Iteration 58Q: 3 clusters Score -6079325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -6079317.000000 Penalty: 5260.718750
	Iteration 59Q: 3 clusters Score -6079317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -6079326.000000 Penalty: 5260.718750
	Iteration 60F: 3 clusters Score -6079326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -6079332.000000 Penalty: 5260.718750
	Iteration 61Q: 3 clusters Score -6079332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6079332.500000 Penalty: 5260.718750
	Iteration 62Q: 3 clusters Score -6079332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -6079332.500000 Penalty: 5260.718750
	Iteration 63Q: 3 clusters Score -6079332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6079335.000000 Penalty: 5260.718750
	Iteration 64Q: 3 clusters Score -6079335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -6079340.000000 Penalty: 5260.718750
	Iteration 65Q: 3 clusters Score -6079340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -6079345.500000 Penalty: 5260.718750
	Iteration 66Q: 3 clusters Score -6079346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6079348.000000 Penalty: 5260.718750
	Iteration 67Q: 3 clusters Score -6079348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -6079355.000000 Penalty: 5260.718750
	Iteration 68Q: 3 clusters Score -6079355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -6079347.000000 Penalty: 5260.718750
	Iteration 69Q: 3 clusters Score -6079347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -6079344.500000 Penalty: 5260.718750
	Iteration 70Q: 3 clusters Score -6079344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -6079350.500000 Penalty: 5260.718750
	Iteration 71Q: 3 clusters Score -6079350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6079354.000000 Penalty: 5260.718750
	Iteration 72Q: 3 clusters Score -6079354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -6079348.000000 Penalty: 5260.718750
	Iteration 73Q: 3 clusters Score -6079348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -6079346.500000 Penalty: 5260.718750
	Iteration 74Q: 3 clusters Score -6079346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -6079344.500000 Penalty: 5260.718750
	Iteration 75Q: 3 clusters Score -6079344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -6079349.000000 Penalty: 5260.718750
	Iteration 76Q: 3 clusters Score -6079349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -6079354.000000 Penalty: 5260.718750
	Iteration 77Q: 3 clusters Score -6079354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -6079353.500000 Penalty: 5260.718750
	Iteration 78Q: 3 clusters Score -6079354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6079369.500000 Penalty: 5260.718750
	Iteration 79Q: 3 clusters Score -6079370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -6079369.000000 Penalty: 5260.718750
	Iteration 80F: 3 clusters Score -6079369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -6079358.500000 Penalty: 5260.718750
	Iteration 81Q: 3 clusters Score -6079358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -6079371.500000 Penalty: 5260.718750
	Iteration 82Q: 3 clusters Score -6079372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6079370.000000 Penalty: 5260.718750
	Iteration 83Q: 3 clusters Score -6079370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -6079378.000000 Penalty: 5260.718750
	Iteration 84Q: 3 clusters Score -6079378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -6079367.000000 Penalty: 5260.718750
	Iteration 85Q: 3 clusters Score -6079367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -6079371.500000 Penalty: 5260.718750
	Iteration 86Q: 3 clusters Score -6079372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -6079369.000000 Penalty: 5260.718750
	Iteration 87Q: 3 clusters Score -6079369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -6079364.000000 Penalty: 5260.718750
	Iteration 88Q: 3 clusters Score -6079364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -6079366.000000 Penalty: 5260.718750
	Iteration 89Q: 3 clusters Score -6079366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -6079369.500000 Penalty: 5260.718750
	Iteration 90Q: 3 clusters Score -6079370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -6079386.000000 Penalty: 5260.718750
	Iteration 91Q: 3 clusters Score -6079386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -6079394.500000 Penalty: 5260.718750
	Iteration 92Q: 3 clusters Score -6079394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -6079389.000000 Penalty: 5260.718750
	Iteration 93Q: 3 clusters Score -6079389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6079388.500000 Penalty: 5260.718750
	Iteration 94Q: 3 clusters Score -6079388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6079395.000000 Penalty: 5260.718750
	Iteration 95Q: 3 clusters Score -6079395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -6079396.000000 Penalty: 5260.718750
	Iteration 96Q: 3 clusters Score -6079396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -6079393.500000 Penalty: 5260.718750
	Iteration 97Q: 3 clusters Score -6079394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -6079391.000000 Penalty: 5260.718750
	Iteration 98Q: 3 clusters Score -6079391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6079396.500000 Penalty: 5260.718750
	Iteration 99Q: 3 clusters Score -6079396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -6079397.500000 Penalty: 5260.718750
	Iteration 100F: 3 clusters Score -6079398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -6079399.500000 Penalty: 5260.718750
	Iteration 101Q: 3 clusters Score -6079400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6079397.500000 Penalty: 5260.718750
	Iteration 102Q: 3 clusters Score -6079398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -6079402.000000 Penalty: 5260.718750
	Iteration 103Q: 3 clusters Score -6079402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6079401.500000 Penalty: 5260.718750
	Iteration 104Q: 3 clusters Score -6079402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -6079402.500000 Penalty: 5260.718750
	Iteration 105Q: 3 clusters Score -6079402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6079403.000000 Penalty: 5260.718750
	Iteration 106Q: 3 clusters Score -6079403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6079403.000000 Penalty: 5260.718750
	Iteration 107F: 3 clusters Score -6079403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Entering Unmasked Estep 
Score: -10666928.000000 Penalty: 2764.676025
	Iteration 0F: 2 clusters Score -1.066693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -10620508.000000 Penalty: 5529.352051
	Iteration 0F: 3 clusters Score -1.062051e+07 nChanged 32417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -10639012.000000 Penalty: 5529.352051
	Iteration 1F: 3 clusters Score -1.063901e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -10639827.000000 Penalty: 5529.352051
	Iteration 2Q: 3 clusters Score -1.063983e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -10640793.000000 Penalty: 5529.352051
	Iteration 3Q: 3 clusters Score -1.064079e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -10641864.000000 Penalty: 5529.352051
	Iteration 4Q: 3 clusters Score -1.064186e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -10643118.000000 Penalty: 5529.352051
	Iteration 5Q: 3 clusters Score -1.064312e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -10644777.000000 Penalty: 5529.352051
	Iteration 6Q: 3 clusters Score -1.064478e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -10646455.000000 Penalty: 5529.352051
	Iteration 7Q: 3 clusters Score -1.064646e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -10648366.000000 Penalty: 5529.352051
	Iteration 8Q: 3 clusters Score -1.064837e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -10650228.000000 Penalty: 5529.352051
	Iteration 9Q: 3 clusters Score -1.065023e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -10651784.000000 Penalty: 5529.352051
	Iteration 10Q: 3 clusters Score -1.065178e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -10653114.000000 Penalty: 5529.352051
	Iteration 11Q: 3 clusters Score -1.065311e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -10654139.000000 Penalty: 5529.352051
	Iteration 12Q: 3 clusters Score -1.065414e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -10654857.000000 Penalty: 5529.352051
	Iteration 13Q: 3 clusters Score -1.065486e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -10655557.000000 Penalty: 5529.352051
	Iteration 14Q: 3 clusters Score -1.065556e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -10656174.000000 Penalty: 5529.352051
	Iteration 15Q: 3 clusters Score -1.065617e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -10656854.000000 Penalty: 5529.352051
	Iteration 16Q: 3 clusters Score -1.065685e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -10657630.000000 Penalty: 5529.352051
	Iteration 17Q: 3 clusters Score -1.065763e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -10658330.000000 Penalty: 5529.352051
	Iteration 18Q: 3 clusters Score -1.065833e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -10659046.000000 Penalty: 5529.352051
	Iteration 19Q: 3 clusters Score -1.065905e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -10659838.000000 Penalty: 5529.352051
	Iteration 20F: 3 clusters Score -1.065984e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -10660652.000000 Penalty: 5529.352051
	Iteration 21Q: 3 clusters Score -1.066065e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -10661390.000000 Penalty: 5529.352051
	Iteration 22Q: 3 clusters Score -1.066139e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -10662047.000000 Penalty: 5529.352051
	Iteration 23Q: 3 clusters Score -1.066205e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -10662685.000000 Penalty: 5529.352051
	Iteration 24Q: 3 clusters Score -1.066268e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -10663187.000000 Penalty: 5529.352051
	Iteration 25Q: 3 clusters Score -1.066319e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -10663549.000000 Penalty: 5529.352051
	Iteration 26Q: 3 clusters Score -1.066355e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -10663820.000000 Penalty: 5529.352051
	Iteration 27Q: 3 clusters Score -1.066382e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -10664057.000000 Penalty: 5529.352051
	Iteration 28Q: 3 clusters Score -1.066406e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -10664152.000000 Penalty: 5529.352051
	Iteration 29Q: 3 clusters Score -1.066415e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -10664236.000000 Penalty: 5529.352051
	Iteration 30Q: 3 clusters Score -1.066424e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -10664333.000000 Penalty: 5529.352051
	Iteration 31Q: 3 clusters Score -1.066433e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -10664370.000000 Penalty: 5529.352051
	Iteration 32Q: 3 clusters Score -1.066437e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -10664407.000000 Penalty: 5529.352051
	Iteration 33Q: 3 clusters Score -1.066441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -10664448.000000 Penalty: 5529.352051
	Iteration 34Q: 3 clusters Score -1.066445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -10664466.000000 Penalty: 5529.352051
	Iteration 35Q: 3 clusters Score -1.066447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -10664489.000000 Penalty: 5529.352051
	Iteration 36Q: 3 clusters Score -1.066449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -10664517.000000 Penalty: 5529.352051
	Iteration 37Q: 3 clusters Score -1.066452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -10664528.000000 Penalty: 5529.352051
	Iteration 38Q: 3 clusters Score -1.066453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -10664532.000000 Penalty: 5529.352051
	Iteration 39Q: 3 clusters Score -1.066453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -10664536.000000 Penalty: 5529.352051
	Iteration 40F: 3 clusters Score -1.066454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -10664546.000000 Penalty: 5529.352051
	Iteration 41Q: 3 clusters Score -1.066455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -10664539.000000 Penalty: 5529.352051
	Iteration 42Q: 3 clusters Score -1.066454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -10664548.000000 Penalty: 5529.352051
	Iteration 43Q: 3 clusters Score -1.066455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -10664542.000000 Penalty: 5529.352051
	Iteration 44Q: 3 clusters Score -1.066454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -10664567.000000 Penalty: 5529.352051
	Iteration 45Q: 3 clusters Score -1.066457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -10664563.000000 Penalty: 5529.352051
	Iteration 46Q: 3 clusters Score -1.066456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -10664569.000000 Penalty: 5529.352051
	Iteration 47Q: 3 clusters Score -1.066457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -10664573.000000 Penalty: 5529.352051
	Iteration 48Q: 3 clusters Score -1.066457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -10664576.000000 Penalty: 5529.352051
	Iteration 49Q: 3 clusters Score -1.066458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -10664588.000000 Penalty: 5529.352051
	Iteration 50Q: 3 clusters Score -1.066459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -10664589.000000 Penalty: 5529.352051
	Iteration 51Q: 3 clusters Score -1.066459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -10664593.000000 Penalty: 5529.352051
	Iteration 52Q: 3 clusters Score -1.066459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -10664594.000000 Penalty: 5529.352051
	Iteration 53Q: 3 clusters Score -1.066459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -10664583.000000 Penalty: 5529.352051
	Iteration 54Q: 3 clusters Score -1.066458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -10664585.000000 Penalty: 5529.352051
	Iteration 55Q: 3 clusters Score -1.066458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -10664588.000000 Penalty: 5529.352051
	Iteration 56Q: 3 clusters Score -1.066459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -10664591.000000 Penalty: 5529.352051
	Iteration 57Q: 3 clusters Score -1.066459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -10664591.000000 Penalty: 5529.352051
	Iteration 58F: 3 clusters Score -1.066459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -856343.000000 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -856343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -851361.562500 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -851361.6 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -852700.312500 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -852700.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -853035.500000 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -853035.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -853299.062500 Penalty: 4300.532715
	Iteration 3F: 3 clusters Score -853299.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -853542.312500 Penalty: 4300.532715
	Iteration 4F: 3 clusters Score -853542.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -853790.750000 Penalty: 4300.532715
	Iteration 5F: 3 clusters Score -853790.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -854043.750000 Penalty: 4300.532715
	Iteration 6F: 3 clusters Score -854043.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -854265.000000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -854265 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -854457.375000 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -854457.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -854648.812500 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -854648.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -854804.687500 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -854804.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -854963.500000 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -854963.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -855108.375000 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -855108.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -855240.250000 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -855240.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -855358.312500 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -855358.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -855424.062500 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -855424.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -855456.500000 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -855456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -855471.312500 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -855471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -855480.687500 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -855480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -855488.562500 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -855488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -855509.687500 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -855509.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -855520.500000 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -855520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -855524.750000 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -855524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -855528.562500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -855528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -855533.375000 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -855533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -855536.937500 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -855536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -855541.125000 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -855541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -855544.562500 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -855544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -855546.250000 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -855546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -855548.875000 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -855548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -855549.750000 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -855549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -855552.500000 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -855552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -855554.000000 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -855554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -855554.000000 Penalty: 4300.532715
	Iteration 33F: 3 clusters Score -855554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Entering Unmasked Estep 
Score: -3694371.500000 Penalty: 2519.657959
	Iteration 0F: 2 clusters Score -3694372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3676553.500000 Penalty: 5039.315918
	Iteration 0F: 3 clusters Score -3676554 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3682818.750000 Penalty: 5039.315918
	Iteration 1F: 3 clusters Score -3682819 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3683480.000000 Penalty: 5039.315918
	Iteration 2F: 3 clusters Score -3683480 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3684170.250000 Penalty: 5039.315918
	Iteration 3F: 3 clusters Score -3684170 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3684927.000000 Penalty: 5039.315918
	Iteration 4F: 3 clusters Score -3684927 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3685837.750000 Penalty: 5039.315918
	Iteration 5F: 3 clusters Score -3685838 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3686888.250000 Penalty: 5039.315918
	Iteration 6F: 3 clusters Score -3686888 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3688064.000000 Penalty: 5039.315918
	Iteration 7F: 3 clusters Score -3688064 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3689210.000000 Penalty: 5039.315918
	Iteration 8F: 3 clusters Score -3689210 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3690246.000000 Penalty: 5039.315918
	Iteration 9F: 3 clusters Score -3690246 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3691008.000000 Penalty: 5039.315918
	Iteration 10Q: 3 clusters Score -3691008 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3691526.000000 Penalty: 5039.315918
	Iteration 11Q: 3 clusters Score -3691526 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3691877.000000 Penalty: 5039.315918
	Iteration 12Q: 3 clusters Score -3691877 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3692111.250000 Penalty: 5039.315918
	Iteration 13Q: 3 clusters Score -3692111 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3692254.000000 Penalty: 5039.315918
	Iteration 14Q: 3 clusters Score -3692254 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3692379.250000 Penalty: 5039.315918
	Iteration 15Q: 3 clusters Score -3692379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3692458.000000 Penalty: 5039.315918
	Iteration 16Q: 3 clusters Score -3692458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3692507.500000 Penalty: 5039.315918
	Iteration 17Q: 3 clusters Score -3692508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3692561.000000 Penalty: 5039.315918
	Iteration 18Q: 3 clusters Score -3692561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3692605.500000 Penalty: 5039.315918
	Iteration 19Q: 3 clusters Score -3692606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3692638.250000 Penalty: 5039.315918
	Iteration 20F: 3 clusters Score -3692638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3692666.750000 Penalty: 5039.315918
	Iteration 21Q: 3 clusters Score -3692667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3692693.750000 Penalty: 5039.315918
	Iteration 22Q: 3 clusters Score -3692694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3692713.000000 Penalty: 5039.315918
	Iteration 23Q: 3 clusters Score -3692713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3692733.250000 Penalty: 5039.315918
	Iteration 24Q: 3 clusters Score -3692733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3692742.500000 Penalty: 5039.315918
	Iteration 25Q: 3 clusters Score -3692742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3692750.500000 Penalty: 5039.315918
	Iteration 26Q: 3 clusters Score -3692750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3692757.750000 Penalty: 5039.315918
	Iteration 27Q: 3 clusters Score -3692758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3692766.000000 Penalty: 5039.315918
	Iteration 28Q: 3 clusters Score -3692766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3692777.750000 Penalty: 5039.315918
	Iteration 29Q: 3 clusters Score -3692778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3692777.250000 Penalty: 5039.315918
	Iteration 30Q: 3 clusters Score -3692777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3692778.000000 Penalty: 5039.315918
	Iteration 31Q: 3 clusters Score -3692778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3692785.000000 Penalty: 5039.315918
	Iteration 32Q: 3 clusters Score -3692785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3692798.500000 Penalty: 5039.315918
	Iteration 33Q: 3 clusters Score -3692798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3692797.250000 Penalty: 5039.315918
	Iteration 34Q: 3 clusters Score -3692797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3692807.250000 Penalty: 5039.315918
	Iteration 35Q: 3 clusters Score -3692807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3692806.250000 Penalty: 5039.315918
	Iteration 36Q: 3 clusters Score -3692806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3692810.000000 Penalty: 5039.315918
	Iteration 37Q: 3 clusters Score -3692810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3692808.500000 Penalty: 5039.315918
	Iteration 38Q: 3 clusters Score -3692808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3692809.250000 Penalty: 5039.315918
	Iteration 39Q: 3 clusters Score -3692809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3692812.500000 Penalty: 5039.315918
	Iteration 40F: 3 clusters Score -3692812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3692818.250000 Penalty: 5039.315918
	Iteration 41Q: 3 clusters Score -3692818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3692817.500000 Penalty: 5039.315918
	Iteration 42Q: 3 clusters Score -3692818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3692817.500000 Penalty: 5039.315918
	Iteration 43F: 3 clusters Score -3692818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Entering Unmasked Estep 
Score: -9013943.000000 Penalty: 2718.943115
	Iteration 0F: 2 clusters Score -9013943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -8975150.000000 Penalty: 5437.886230
	Iteration 0F: 3 clusters Score -8975150 nChanged 26830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -8989973.000000 Penalty: 5437.886230
	Iteration 1F: 3 clusters Score -8989973 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8990684.000000 Penalty: 5437.886230
	Iteration 2Q: 3 clusters Score -8990684 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -8991633.000000 Penalty: 5437.886230
	Iteration 3Q: 3 clusters Score -8991633 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -8993045.000000 Penalty: 5437.886230
	Iteration 4F: 3 clusters Score -8993045 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -8995412.000000 Penalty: 5437.886230
	Iteration 5F: 3 clusters Score -8995412 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8998994.000000 Penalty: 5437.886230
	Iteration 6F: 3 clusters Score -8998994 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9003319.000000 Penalty: 5437.886230
	Iteration 7F: 3 clusters Score -9003319 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -9007228.000000 Penalty: 5437.886230
	Iteration 8F: 3 clusters Score -9007228 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -9009817.000000 Penalty: 5437.886230
	Iteration 9Q: 3 clusters Score -9009817 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -9010881.000000 Penalty: 5437.886230
	Iteration 10Q: 3 clusters Score -9010881 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -9011274.000000 Penalty: 5437.886230
	Iteration 11Q: 3 clusters Score -9011274 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -9011423.000000 Penalty: 5437.886230
	Iteration 12Q: 3 clusters Score -9011423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -9011510.000000 Penalty: 5437.886230
	Iteration 13Q: 3 clusters Score -9011510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -9011564.000000 Penalty: 5437.886230
	Iteration 14Q: 3 clusters Score -9011564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -9011575.000000 Penalty: 5437.886230
	Iteration 15Q: 3 clusters Score -9011575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -9011593.000000 Penalty: 5437.886230
	Iteration 16Q: 3 clusters Score -9011593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -9011599.000000 Penalty: 5437.886230
	Iteration 17Q: 3 clusters Score -9011599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -9011605.000000 Penalty: 5437.886230
	Iteration 18Q: 3 clusters Score -9011605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -9011607.000000 Penalty: 5437.886230
	Iteration 19Q: 3 clusters Score -9011607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -9011607.000000 Penalty: 5437.886230
	Iteration 20F: 3 clusters Score -9011607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -9011609.000000 Penalty: 5437.886230
	Iteration 21Q: 3 clusters Score -9011609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -9011611.000000 Penalty: 5437.886230
	Iteration 22Q: 3 clusters Score -9011611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -9011610.000000 Penalty: 5437.886230
	Iteration 23Q: 3 clusters Score -9011610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -9011606.000000 Penalty: 5437.886230
	Iteration 24Q: 3 clusters Score -9011606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -9011615.000000 Penalty: 5437.886230
	Iteration 25Q: 3 clusters Score -9011615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -9011615.000000 Penalty: 5437.886230
	Iteration 26F: 3 clusters Score -9011615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Entering Unmasked Estep 
Score: -15679175.000000 Penalty: 2859.383545
	Iteration 0F: 2 clusters Score -1.567918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15612424.000000 Penalty: 5718.767090
	Iteration 0F: 3 clusters Score -1.561242e+07 nChanged 48104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15639542.000000 Penalty: 5718.767090
	Iteration 1F: 3 clusters Score -1.563954e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -15640348.000000 Penalty: 5718.767090
	Iteration 2Q: 3 clusters Score -1.564035e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -15641276.000000 Penalty: 5718.767090
	Iteration 3Q: 3 clusters Score -1.564128e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -15642493.000000 Penalty: 5718.767090
	Iteration 4Q: 3 clusters Score -1.564249e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -15644145.000000 Penalty: 5718.767090
	Iteration 5Q: 3 clusters Score -1.564414e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -15646781.000000 Penalty: 5718.767090
	Iteration 6Q: 3 clusters Score -1.564678e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -15650100.000000 Penalty: 5718.767090
	Iteration 7F: 3 clusters Score -1.56501e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -15654205.000000 Penalty: 5718.767090
	Iteration 8F: 3 clusters Score -1.56542e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -15658691.000000 Penalty: 5718.767090
	Iteration 9F: 3 clusters Score -1.565869e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -15662090.000000 Penalty: 5718.767090
	Iteration 10F: 3 clusters Score -1.566209e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -15663948.000000 Penalty: 5718.767090
	Iteration 11Q: 3 clusters Score -1.566395e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -15664868.000000 Penalty: 5718.767090
	Iteration 12Q: 3 clusters Score -1.566487e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -15665413.000000 Penalty: 5718.767090
	Iteration 13Q: 3 clusters Score -1.566541e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -15666040.000000 Penalty: 5718.767090
	Iteration 14Q: 3 clusters Score -1.566604e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -15666561.000000 Penalty: 5718.767090
	Iteration 15Q: 3 clusters Score -1.566656e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -15667031.000000 Penalty: 5718.767090
	Iteration 16Q: 3 clusters Score -1.566703e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -15667389.000000 Penalty: 5718.767090
	Iteration 17Q: 3 clusters Score -1.566739e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -15667776.000000 Penalty: 5718.767090
	Iteration 18Q: 3 clusters Score -1.566778e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -15668208.000000 Penalty: 5718.767090
	Iteration 19Q: 3 clusters Score -1.566821e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -15668476.000000 Penalty: 5718.767090
	Iteration 20F: 3 clusters Score -1.566848e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -15668764.000000 Penalty: 5718.767090
	Iteration 21Q: 3 clusters Score -1.566876e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -15668905.000000 Penalty: 5718.767090
	Iteration 22Q: 3 clusters Score -1.56689e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -15669051.000000 Penalty: 5718.767090
	Iteration 23Q: 3 clusters Score -1.566905e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -15669178.000000 Penalty: 5718.767090
	Iteration 24Q: 3 clusters Score -1.566918e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -15669306.000000 Penalty: 5718.767090
	Iteration 25Q: 3 clusters Score -1.566931e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -15669458.000000 Penalty: 5718.767090
	Iteration 26Q: 3 clusters Score -1.566946e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -15669566.000000 Penalty: 5718.767090
	Iteration 27Q: 3 clusters Score -1.566957e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -15669621.000000 Penalty: 5718.767090
	Iteration 28Q: 3 clusters Score -1.566962e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -15669690.000000 Penalty: 5718.767090
	Iteration 29Q: 3 clusters Score -1.566969e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -15669767.000000 Penalty: 5718.767090
	Iteration 30Q: 3 clusters Score -1.566977e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -15669888.000000 Penalty: 5718.767090
	Iteration 31Q: 3 clusters Score -1.566989e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -15669949.000000 Penalty: 5718.767090
	Iteration 32Q: 3 clusters Score -1.566995e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -15669999.000000 Penalty: 5718.767090
	Iteration 33Q: 3 clusters Score -1.567e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -15670121.000000 Penalty: 5718.767090
	Iteration 34Q: 3 clusters Score -1.567012e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -15670230.000000 Penalty: 5718.767090
	Iteration 35Q: 3 clusters Score -1.567023e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -15670278.000000 Penalty: 5718.767090
	Iteration 36Q: 3 clusters Score -1.567028e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -15670463.000000 Penalty: 5718.767090
	Iteration 37Q: 3 clusters Score -1.567046e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -15670546.000000 Penalty: 5718.767090
	Iteration 38Q: 3 clusters Score -1.567055e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -15670706.000000 Penalty: 5718.767090
	Iteration 39Q: 3 clusters Score -1.567071e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -15670839.000000 Penalty: 5718.767090
	Iteration 40F: 3 clusters Score -1.567084e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -15670889.000000 Penalty: 5718.767090
	Iteration 41Q: 3 clusters Score -1.567089e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -15670983.000000 Penalty: 5718.767090
	Iteration 42Q: 3 clusters Score -1.567098e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -15671096.000000 Penalty: 5718.767090
	Iteration 43Q: 3 clusters Score -1.56711e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -15671219.000000 Penalty: 5718.767090
	Iteration 44Q: 3 clusters Score -1.567122e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -15671362.000000 Penalty: 5718.767090
	Iteration 45Q: 3 clusters Score -1.567136e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -15671452.000000 Penalty: 5718.767090
	Iteration 46Q: 3 clusters Score -1.567145e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -15671529.000000 Penalty: 5718.767090
	Iteration 47Q: 3 clusters Score -1.567153e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -15671625.000000 Penalty: 5718.767090
	Iteration 48Q: 3 clusters Score -1.567162e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -15671700.000000 Penalty: 5718.767090
	Iteration 49Q: 3 clusters Score -1.56717e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -15671806.000000 Penalty: 5718.767090
	Iteration 50Q: 3 clusters Score -1.567181e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -15671943.000000 Penalty: 5718.767090
	Iteration 51Q: 3 clusters Score -1.567194e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -15672104.000000 Penalty: 5718.767090
	Iteration 52Q: 3 clusters Score -1.56721e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -15672208.000000 Penalty: 5718.767090
	Iteration 53Q: 3 clusters Score -1.567221e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -15672283.000000 Penalty: 5718.767090
	Iteration 54Q: 3 clusters Score -1.567228e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -15672300.000000 Penalty: 5718.767090
	Iteration 55Q: 3 clusters Score -1.56723e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -15672368.000000 Penalty: 5718.767090
	Iteration 56Q: 3 clusters Score -1.567237e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -15672417.000000 Penalty: 5718.767090
	Iteration 57Q: 3 clusters Score -1.567242e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -15672457.000000 Penalty: 5718.767090
	Iteration 58Q: 3 clusters Score -1.567246e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -15672502.000000 Penalty: 5718.767090
	Iteration 59Q: 3 clusters Score -1.56725e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -15672585.000000 Penalty: 5718.767090
	Iteration 60F: 3 clusters Score -1.567258e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -15672638.000000 Penalty: 5718.767090
	Iteration 61Q: 3 clusters Score -1.567264e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -15672656.000000 Penalty: 5718.767090
	Iteration 62Q: 3 clusters Score -1.567266e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -15672723.000000 Penalty: 5718.767090
	Iteration 63Q: 3 clusters Score -1.567272e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -15672760.000000 Penalty: 5718.767090
	Iteration 64Q: 3 clusters Score -1.567276e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -15672780.000000 Penalty: 5718.767090
	Iteration 65Q: 3 clusters Score -1.567278e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -15672830.000000 Penalty: 5718.767090
	Iteration 66Q: 3 clusters Score -1.567283e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -15672889.000000 Penalty: 5718.767090
	Iteration 67Q: 3 clusters Score -1.567289e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -15672962.000000 Penalty: 5718.767090
	Iteration 68Q: 3 clusters Score -1.567296e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -15673010.000000 Penalty: 5718.767090
	Iteration 69Q: 3 clusters Score -1.567301e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -15673063.000000 Penalty: 5718.767090
	Iteration 70Q: 3 clusters Score -1.567306e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -15673099.000000 Penalty: 5718.767090
	Iteration 71Q: 3 clusters Score -1.56731e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -15673150.000000 Penalty: 5718.767090
	Iteration 72Q: 3 clusters Score -1.567315e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -15673146.000000 Penalty: 5718.767090
	Iteration 73Q: 3 clusters Score -1.567315e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -15673146.000000 Penalty: 5718.767090
	Iteration 74Q: 3 clusters Score -1.567315e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -15673135.000000 Penalty: 5718.767090
	Iteration 75Q: 3 clusters Score -1.567314e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -15673147.000000 Penalty: 5718.767090
	Iteration 76Q: 3 clusters Score -1.567315e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -15673147.000000 Penalty: 5718.767090
	Iteration 77Q: 3 clusters Score -1.567315e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -15673173.000000 Penalty: 5718.767090
	Iteration 78Q: 3 clusters Score -1.567317e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -15673200.000000 Penalty: 5718.767090
	Iteration 79Q: 3 clusters Score -1.56732e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -15673229.000000 Penalty: 5718.767090
	Iteration 80F: 3 clusters Score -1.567323e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -15673275.000000 Penalty: 5718.767090
	Iteration 81Q: 3 clusters Score -1.567328e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -15673322.000000 Penalty: 5718.767090
	Iteration 82Q: 3 clusters Score -1.567332e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -15673371.000000 Penalty: 5718.767090
	Iteration 83Q: 3 clusters Score -1.567337e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -15673386.000000 Penalty: 5718.767090
	Iteration 84Q: 3 clusters Score -1.567339e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -15673438.000000 Penalty: 5718.767090
	Iteration 85Q: 3 clusters Score -1.567344e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -15673500.000000 Penalty: 5718.767090
	Iteration 86Q: 3 clusters Score -1.56735e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -15673522.000000 Penalty: 5718.767090
	Iteration 87Q: 3 clusters Score -1.567352e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -15673528.000000 Penalty: 5718.767090
	Iteration 88Q: 3 clusters Score -1.567353e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -15673608.000000 Penalty: 5718.767090
	Iteration 89Q: 3 clusters Score -1.567361e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -15673617.000000 Penalty: 5718.767090
	Iteration 90Q: 3 clusters Score -1.567362e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -15673632.000000 Penalty: 5718.767090
	Iteration 91Q: 3 clusters Score -1.567363e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -15673626.000000 Penalty: 5718.767090
	Iteration 92Q: 3 clusters Score -1.567363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -15673694.000000 Penalty: 5718.767090
	Iteration 93Q: 3 clusters Score -1.567369e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -15673714.000000 Penalty: 5718.767090
	Iteration 94Q: 3 clusters Score -1.567371e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -15673739.000000 Penalty: 5718.767090
	Iteration 95Q: 3 clusters Score -1.567374e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -15673847.000000 Penalty: 5718.767090
	Iteration 96Q: 3 clusters Score -1.567385e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -15673875.000000 Penalty: 5718.767090
	Iteration 97Q: 3 clusters Score -1.567388e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -15673952.000000 Penalty: 5718.767090
	Iteration 98Q: 3 clusters Score -1.567395e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -15673959.000000 Penalty: 5718.767090
	Iteration 99Q: 3 clusters Score -1.567396e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -15674006.000000 Penalty: 5718.767090
	Iteration 100F: 3 clusters Score -1.567401e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -15674033.000000 Penalty: 5718.767090
	Iteration 101Q: 3 clusters Score -1.567403e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -15674082.000000 Penalty: 5718.767090
	Iteration 102Q: 3 clusters Score -1.567408e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -15674133.000000 Penalty: 5718.767090
	Iteration 103Q: 3 clusters Score -1.567413e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -15674205.000000 Penalty: 5718.767090
	Iteration 104Q: 3 clusters Score -1.56742e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -15674240.000000 Penalty: 5718.767090
	Iteration 105Q: 3 clusters Score -1.567424e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -15674306.000000 Penalty: 5718.767090
	Iteration 106Q: 3 clusters Score -1.567431e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -15674353.000000 Penalty: 5718.767090
	Iteration 107Q: 3 clusters Score -1.567435e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -15674403.000000 Penalty: 5718.767090
	Iteration 108Q: 3 clusters Score -1.56744e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -15674450.000000 Penalty: 5718.767090
	Iteration 109Q: 3 clusters Score -1.567445e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -15674491.000000 Penalty: 5718.767090
	Iteration 110Q: 3 clusters Score -1.567449e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -15674568.000000 Penalty: 5718.767090
	Iteration 111Q: 3 clusters Score -1.567457e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -15674633.000000 Penalty: 5718.767090
	Iteration 112Q: 3 clusters Score -1.567463e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -15674722.000000 Penalty: 5718.767090
	Iteration 113Q: 3 clusters Score -1.567472e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -15674790.000000 Penalty: 5718.767090
	Iteration 114Q: 3 clusters Score -1.567479e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -15674870.000000 Penalty: 5718.767090
	Iteration 115Q: 3 clusters Score -1.567487e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -15674960.000000 Penalty: 5718.767090
	Iteration 116Q: 3 clusters Score -1.567496e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -15675032.000000 Penalty: 5718.767090
	Iteration 117Q: 3 clusters Score -1.567503e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -15675127.000000 Penalty: 5718.767090
	Iteration 118Q: 3 clusters Score -1.567513e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -15675189.000000 Penalty: 5718.767090
	Iteration 119Q: 3 clusters Score -1.567519e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -15675327.000000 Penalty: 5718.767090
	Iteration 120F: 3 clusters Score -1.567533e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -15675364.000000 Penalty: 5718.767090
	Iteration 121Q: 3 clusters Score -1.567536e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -15675406.000000 Penalty: 5718.767090
	Iteration 122Q: 3 clusters Score -1.567541e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -15675477.000000 Penalty: 5718.767090
	Iteration 123Q: 3 clusters Score -1.567548e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -15675556.000000 Penalty: 5718.767090
	Iteration 124Q: 3 clusters Score -1.567556e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -15675608.000000 Penalty: 5718.767090
	Iteration 125Q: 3 clusters Score -1.567561e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -15675669.000000 Penalty: 5718.767090
	Iteration 126Q: 3 clusters Score -1.567567e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -15675781.000000 Penalty: 5718.767090
	Iteration 127Q: 3 clusters Score -1.567578e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -15675912.000000 Penalty: 5718.767090
	Iteration 128Q: 3 clusters Score -1.567591e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -15675975.000000 Penalty: 5718.767090
	Iteration 129Q: 3 clusters Score -1.567598e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -15676058.000000 Penalty: 5718.767090
	Iteration 130Q: 3 clusters Score -1.567606e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -15676166.000000 Penalty: 5718.767090
	Iteration 131Q: 3 clusters Score -1.567617e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -15676276.000000 Penalty: 5718.767090
	Iteration 132Q: 3 clusters Score -1.567628e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -15676404.000000 Penalty: 5718.767090
	Iteration 133Q: 3 clusters Score -1.56764e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92479 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -15676470.000000 Penalty: 5718.767090
	Iteration 134Q: 3 clusters Score -1.567647e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -15676542.000000 Penalty: 5718.767090
	Iteration 135Q: 3 clusters Score -1.567654e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -15676763.000000 Penalty: 5718.767090
	Iteration 136Q: 3 clusters Score -1.567676e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -15676866.000000 Penalty: 5718.767090
	Iteration 137Q: 3 clusters Score -1.567687e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -15676932.000000 Penalty: 5718.767090
	Iteration 138Q: 3 clusters Score -1.567693e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -15677041.000000 Penalty: 5718.767090
	Iteration 139Q: 3 clusters Score -1.567704e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -15677129.000000 Penalty: 5718.767090
	Iteration 140F: 3 clusters Score -1.567713e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -15677215.000000 Penalty: 5718.767090
	Iteration 141Q: 3 clusters Score -1.567722e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -15677257.000000 Penalty: 5718.767090
	Iteration 142Q: 3 clusters Score -1.567726e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -15677329.000000 Penalty: 5718.767090
	Iteration 143Q: 3 clusters Score -1.567733e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -15677369.000000 Penalty: 5718.767090
	Iteration 144Q: 3 clusters Score -1.567737e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -15677410.000000 Penalty: 5718.767090
	Iteration 145Q: 3 clusters Score -1.567741e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -15677408.000000 Penalty: 5718.767090
	Iteration 146Q: 3 clusters Score -1.567741e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15677425.000000 Penalty: 5718.767090
	Iteration 147Q: 3 clusters Score -1.567742e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15677430.000000 Penalty: 5718.767090
	Iteration 148Q: 3 clusters Score -1.567743e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -15677460.000000 Penalty: 5718.767090
	Iteration 149Q: 3 clusters Score -1.567746e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15677471.000000 Penalty: 5718.767090
	Iteration 150Q: 3 clusters Score -1.567747e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15677481.000000 Penalty: 5718.767090
	Iteration 151Q: 3 clusters Score -1.567748e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15677507.000000 Penalty: 5718.767090
	Iteration 152Q: 3 clusters Score -1.567751e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15677478.000000 Penalty: 5718.767090
	Iteration 153Q: 3 clusters Score -1.567748e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15677493.000000 Penalty: 5718.767090
	Iteration 154Q: 3 clusters Score -1.567749e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15677527.000000 Penalty: 5718.767090
	Iteration 155Q: 3 clusters Score -1.567753e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15677518.000000 Penalty: 5718.767090
	Iteration 156Q: 3 clusters Score -1.567752e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15677499.000000 Penalty: 5718.767090
	Iteration 157Q: 3 clusters Score -1.56775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15677501.000000 Penalty: 5718.767090
	Iteration 158Q: 3 clusters Score -1.56775e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15677489.000000 Penalty: 5718.767090
	Iteration 159Q: 3 clusters Score -1.567749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15677479.000000 Penalty: 5718.767090
	Iteration 160F: 3 clusters Score -1.567748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15677464.000000 Penalty: 5718.767090
	Iteration 161Q: 3 clusters Score -1.567746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15677455.000000 Penalty: 5718.767090
	Iteration 162Q: 3 clusters Score -1.567746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15677464.000000 Penalty: 5718.767090
	Iteration 163Q: 3 clusters Score -1.567746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15677483.000000 Penalty: 5718.767090
	Iteration 164Q: 3 clusters Score -1.567748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15677501.000000 Penalty: 5718.767090
	Iteration 165Q: 3 clusters Score -1.56775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15677501.000000 Penalty: 5718.767090
	Iteration 166Q: 3 clusters Score -1.56775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -15677502.000000 Penalty: 5718.767090
	Iteration 167Q: 3 clusters Score -1.56775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15677488.000000 Penalty: 5718.767090
	Iteration 168Q: 3 clusters Score -1.567749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15677479.000000 Penalty: 5718.767090
	Iteration 169Q: 3 clusters Score -1.567748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15677477.000000 Penalty: 5718.767090
	Iteration 170Q: 3 clusters Score -1.567748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15677487.000000 Penalty: 5718.767090
	Iteration 171Q: 3 clusters Score -1.567749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15677488.000000 Penalty: 5718.767090
	Iteration 172Q: 3 clusters Score -1.567749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15677481.000000 Penalty: 5718.767090
	Iteration 173Q: 3 clusters Score -1.567748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15677485.000000 Penalty: 5718.767090
	Iteration 174Q: 3 clusters Score -1.567748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15677473.000000 Penalty: 5718.767090
	Iteration 175Q: 3 clusters Score -1.567747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15677476.000000 Penalty: 5718.767090
	Iteration 176Q: 3 clusters Score -1.567748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15677475.000000 Penalty: 5718.767090
	Iteration 177Q: 3 clusters Score -1.567748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15677483.000000 Penalty: 5718.767090
	Iteration 178Q: 3 clusters Score -1.567748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15677461.000000 Penalty: 5718.767090
	Iteration 179Q: 3 clusters Score -1.567746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -15677467.000000 Penalty: 5718.767090
	Iteration 180F: 3 clusters Score -1.567747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15677469.000000 Penalty: 5718.767090
	Iteration 181Q: 3 clusters Score -1.567747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15677476.000000 Penalty: 5718.767090
	Iteration 182Q: 3 clusters Score -1.567748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15677479.000000 Penalty: 5718.767090
	Iteration 183Q: 3 clusters Score -1.567748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15677479.000000 Penalty: 5718.767090
	Iteration 184F: 3 clusters Score -1.567748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Entering Unmasked Estep 
Score: -15995916.000000 Penalty: 2864.903564
	Iteration 0F: 2 clusters Score -1.599592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -15927828.000000 Penalty: 5729.807129
	Iteration 0F: 3 clusters Score -1.592783e+07 nChanged 49203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -15955754.000000 Penalty: 5729.807129
	Iteration 1F: 3 clusters Score -1.595575e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -15956580.000000 Penalty: 5729.807129
	Iteration 2Q: 3 clusters Score -1.595658e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -15957927.000000 Penalty: 5729.807129
	Iteration 3Q: 3 clusters Score -1.595793e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -15960192.000000 Penalty: 5729.807129
	Iteration 4Q: 3 clusters Score -1.596019e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -15964586.000000 Penalty: 5729.807129
	Iteration 5F: 3 clusters Score -1.596459e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -15971730.000000 Penalty: 5729.807129
	Iteration 6F: 3 clusters Score -1.597173e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -15980338.000000 Penalty: 5729.807129
	Iteration 7F: 3 clusters Score -1.598034e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -15987365.000000 Penalty: 5729.807129
	Iteration 8F: 3 clusters Score -1.598736e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -15991162.000000 Penalty: 5729.807129
	Iteration 9Q: 3 clusters Score -1.599116e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -15993106.000000 Penalty: 5729.807129
	Iteration 10Q: 3 clusters Score -1.599311e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -15993821.000000 Penalty: 5729.807129
	Iteration 11Q: 3 clusters Score -1.599382e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -15994177.000000 Penalty: 5729.807129
	Iteration 12Q: 3 clusters Score -1.599418e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -15994247.000000 Penalty: 5729.807129
	Iteration 13Q: 3 clusters Score -1.599425e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -15994281.000000 Penalty: 5729.807129
	Iteration 14Q: 3 clusters Score -1.599428e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -15994319.000000 Penalty: 5729.807129
	Iteration 15Q: 3 clusters Score -1.599432e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15994322.000000 Penalty: 5729.807129
	Iteration 16Q: 3 clusters Score -1.599432e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -15994353.000000 Penalty: 5729.807129
	Iteration 17Q: 3 clusters Score -1.599435e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15994343.000000 Penalty: 5729.807129
	Iteration 18Q: 3 clusters Score -1.599434e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15994324.000000 Penalty: 5729.807129
	Iteration 19Q: 3 clusters Score -1.599432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -15994332.000000 Penalty: 5729.807129
	Iteration 20F: 3 clusters Score -1.599433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15994291.000000 Penalty: 5729.807129
	Iteration 21Q: 3 clusters Score -1.599429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -15994294.000000 Penalty: 5729.807129
	Iteration 22Q: 3 clusters Score -1.599429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -15994297.000000 Penalty: 5729.807129
	Iteration 23Q: 3 clusters Score -1.59943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15994292.000000 Penalty: 5729.807129
	Iteration 24Q: 3 clusters Score -1.599429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15994289.000000 Penalty: 5729.807129
	Iteration 25Q: 3 clusters Score -1.599429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15994286.000000 Penalty: 5729.807129
	Iteration 26Q: 3 clusters Score -1.599429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15994281.000000 Penalty: 5729.807129
	Iteration 27Q: 3 clusters Score -1.599428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -15994275.000000 Penalty: 5729.807129
	Iteration 28Q: 3 clusters Score -1.599428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -15994271.000000 Penalty: 5729.807129
	Iteration 29Q: 3 clusters Score -1.599427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -15994282.000000 Penalty: 5729.807129
	Iteration 30Q: 3 clusters Score -1.599428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15994278.000000 Penalty: 5729.807129
	Iteration 31Q: 3 clusters Score -1.599428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -15994278.000000 Penalty: 5729.807129
	Iteration 32Q: 3 clusters Score -1.599428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -15994277.000000 Penalty: 5729.807129
	Iteration 33Q: 3 clusters Score -1.599428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15994277.000000 Penalty: 5729.807129
	Iteration 34Q: 3 clusters Score -1.599428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -15994270.000000 Penalty: 5729.807129
	Iteration 35Q: 3 clusters Score -1.599427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15994284.000000 Penalty: 5729.807129
	Iteration 36Q: 3 clusters Score -1.599428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -15994274.000000 Penalty: 5729.807129
	Iteration 37Q: 3 clusters Score -1.599427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15994281.000000 Penalty: 5729.807129
	Iteration 38Q: 3 clusters Score -1.599428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -15994278.000000 Penalty: 5729.807129
	Iteration 39Q: 3 clusters Score -1.599428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -15994267.000000 Penalty: 5729.807129
	Iteration 40F: 3 clusters Score -1.599427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -15994265.000000 Penalty: 5729.807129
	Iteration 41Q: 3 clusters Score -1.599426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -15994258.000000 Penalty: 5729.807129
	Iteration 42Q: 3 clusters Score -1.599426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15994260.000000 Penalty: 5729.807129
	Iteration 43Q: 3 clusters Score -1.599426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -15994268.000000 Penalty: 5729.807129
	Iteration 44Q: 3 clusters Score -1.599427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -15994281.000000 Penalty: 5729.807129
	Iteration 45Q: 3 clusters Score -1.599428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15994285.000000 Penalty: 5729.807129
	Iteration 46Q: 3 clusters Score -1.599428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -15994288.000000 Penalty: 5729.807129
	Iteration 47Q: 3 clusters Score -1.599429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -15994288.000000 Penalty: 5729.807129
	Iteration 48Q: 3 clusters Score -1.599429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -15994288.000000 Penalty: 5729.807129
	Iteration 49F: 3 clusters Score -1.599429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Entering Unmasked Estep 
Score: -5913309.000000 Penalty: 2616.358154
	Iteration 0F: 2 clusters Score -5913309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -5887215.500000 Penalty: 5232.716309
	Iteration 0F: 3 clusters Score -5887216 nChanged 17517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5896911.000000 Penalty: 5232.716309
	Iteration 1F: 3 clusters Score -5896911 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5897462.500000 Penalty: 5232.716309
	Iteration 2Q: 3 clusters Score -5897462 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5897994.000000 Penalty: 5232.716309
	Iteration 3Q: 3 clusters Score -5897994 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5898556.500000 Penalty: 5232.716309
	Iteration 4Q: 3 clusters Score -5898556 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5899363.000000 Penalty: 5232.716309
	Iteration 5Q: 3 clusters Score -5899363 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5900560.000000 Penalty: 5232.716309
	Iteration 6F: 3 clusters Score -5900560 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5902318.000000 Penalty: 5232.716309
	Iteration 7F: 3 clusters Score -5902318 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5904549.500000 Penalty: 5232.716309
	Iteration 8F: 3 clusters Score -5904550 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5906796.500000 Penalty: 5232.716309
	Iteration 9F: 3 clusters Score -5906796 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5908687.000000 Penalty: 5232.716309
	Iteration 10F: 3 clusters Score -5908687 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5909864.500000 Penalty: 5232.716309
	Iteration 11Q: 3 clusters Score -5909864 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5910432.000000 Penalty: 5232.716309
	Iteration 12Q: 3 clusters Score -5910432 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5910733.000000 Penalty: 5232.716309
	Iteration 13Q: 3 clusters Score -5910733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5910869.500000 Penalty: 5232.716309
	Iteration 14Q: 3 clusters Score -5910870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5910910.500000 Penalty: 5232.716309
	Iteration 15Q: 3 clusters Score -5910910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5910964.000000 Penalty: 5232.716309
	Iteration 16Q: 3 clusters Score -5910964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5910996.500000 Penalty: 5232.716309
	Iteration 17Q: 3 clusters Score -5910996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5911025.500000 Penalty: 5232.716309
	Iteration 18Q: 3 clusters Score -5911026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5911037.500000 Penalty: 5232.716309
	Iteration 19Q: 3 clusters Score -5911038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5911045.500000 Penalty: 5232.716309
	Iteration 20F: 3 clusters Score -5911046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5911042.500000 Penalty: 5232.716309
	Iteration 21Q: 3 clusters Score -5911042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5911055.000000 Penalty: 5232.716309
	Iteration 22Q: 3 clusters Score -5911055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5911056.000000 Penalty: 5232.716309
	Iteration 23Q: 3 clusters Score -5911056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5911056.000000 Penalty: 5232.716309
	Iteration 24F: 3 clusters Score -5911056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Entering Unmasked Estep 
Score: -16156396.000000 Penalty: 2866.072021
	Iteration 0F: 2 clusters Score -1.61564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -16089103.000000 Penalty: 5732.144043
	Iteration 0F: 3 clusters Score -1.60891e+07 nChanged 49675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -16117237.000000 Penalty: 5732.144043
	Iteration 1F: 3 clusters Score -1.611724e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -16117790.000000 Penalty: 5732.144043
	Iteration 2Q: 3 clusters Score -1.611779e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -16118369.000000 Penalty: 5732.144043
	Iteration 3Q: 3 clusters Score -1.611837e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -16118826.000000 Penalty: 5732.144043
	Iteration 4Q: 3 clusters Score -1.611883e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -16119351.000000 Penalty: 5732.144043
	Iteration 5Q: 3 clusters Score -1.611935e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -16120126.000000 Penalty: 5732.144043
	Iteration 6Q: 3 clusters Score -1.612013e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -16121252.000000 Penalty: 5732.144043
	Iteration 7Q: 3 clusters Score -1.612125e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -16123013.000000 Penalty: 5732.144043
	Iteration 8Q: 3 clusters Score -1.612301e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -16125536.000000 Penalty: 5732.144043
	Iteration 9Q: 3 clusters Score -1.612554e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -16129133.000000 Penalty: 5732.144043
	Iteration 10F: 3 clusters Score -1.612913e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -16133736.000000 Penalty: 5732.144043
	Iteration 11F: 3 clusters Score -1.613374e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -16138549.000000 Penalty: 5732.144043
	Iteration 12F: 3 clusters Score -1.613855e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -16142346.000000 Penalty: 5732.144043
	Iteration 13Q: 3 clusters Score -1.614235e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -16144943.000000 Penalty: 5732.144043
	Iteration 14Q: 3 clusters Score -1.614494e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -16146708.000000 Penalty: 5732.144043
	Iteration 15Q: 3 clusters Score -1.614671e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -16147880.000000 Penalty: 5732.144043
	Iteration 16Q: 3 clusters Score -1.614788e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -16148901.000000 Penalty: 5732.144043
	Iteration 17Q: 3 clusters Score -1.61489e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -16149620.000000 Penalty: 5732.144043
	Iteration 18Q: 3 clusters Score -1.614962e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -16150243.000000 Penalty: 5732.144043
	Iteration 19Q: 3 clusters Score -1.615024e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -16150801.000000 Penalty: 5732.144043
	Iteration 20F: 3 clusters Score -1.61508e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -16151327.000000 Penalty: 5732.144043
	Iteration 21Q: 3 clusters Score -1.615133e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -16151744.000000 Penalty: 5732.144043
	Iteration 22Q: 3 clusters Score -1.615174e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -16152105.000000 Penalty: 5732.144043
	Iteration 23Q: 3 clusters Score -1.61521e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -16152490.000000 Penalty: 5732.144043
	Iteration 24Q: 3 clusters Score -1.615249e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -16152740.000000 Penalty: 5732.144043
	Iteration 25Q: 3 clusters Score -1.615274e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -16152925.000000 Penalty: 5732.144043
	Iteration 26Q: 3 clusters Score -1.615292e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -16153102.000000 Penalty: 5732.144043
	Iteration 27Q: 3 clusters Score -1.61531e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -16153276.000000 Penalty: 5732.144043
	Iteration 28Q: 3 clusters Score -1.615328e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -16153334.000000 Penalty: 5732.144043
	Iteration 29Q: 3 clusters Score -1.615333e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 102026 members 
Entering Unmasked Estep 
Score: -16153382.000000 Penalty: 5732.144043
	Iteration 30Q: 3 clusters Score -1.615338e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 102191 members 
Entering Unmasked Estep 
Score: -16153468.000000 Penalty: 5732.144043
	Iteration 31Q: 3 clusters Score -1.615347e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -16153558.000000 Penalty: 5732.144043
	Iteration 32Q: 3 clusters Score -1.615356e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -16153600.000000 Penalty: 5732.144043
	Iteration 33Q: 3 clusters Score -1.61536e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -16153625.000000 Penalty: 5732.144043
	Iteration 34Q: 3 clusters Score -1.615362e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -16153677.000000 Penalty: 5732.144043
	Iteration 35Q: 3 clusters Score -1.615368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -16153718.000000 Penalty: 5732.144043
	Iteration 36Q: 3 clusters Score -1.615372e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -16153768.000000 Penalty: 5732.144043
	Iteration 37Q: 3 clusters Score -1.615377e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -16153795.000000 Penalty: 5732.144043
	Iteration 38Q: 3 clusters Score -1.61538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -16153835.000000 Penalty: 5732.144043
	Iteration 39Q: 3 clusters Score -1.615384e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -16153831.000000 Penalty: 5732.144043
	Iteration 40F: 3 clusters Score -1.615383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -16153851.000000 Penalty: 5732.144043
	Iteration 41Q: 3 clusters Score -1.615385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -16153856.000000 Penalty: 5732.144043
	Iteration 42Q: 3 clusters Score -1.615386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -16153871.000000 Penalty: 5732.144043
	Iteration 43Q: 3 clusters Score -1.615387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -16153876.000000 Penalty: 5732.144043
	Iteration 44Q: 3 clusters Score -1.615388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -16153896.000000 Penalty: 5732.144043
	Iteration 45Q: 3 clusters Score -1.61539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -16153915.000000 Penalty: 5732.144043
	Iteration 46Q: 3 clusters Score -1.615392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -16153919.000000 Penalty: 5732.144043
	Iteration 47Q: 3 clusters Score -1.615392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 103275 members 
Entering Unmasked Estep 
Score: -16153937.000000 Penalty: 5732.144043
	Iteration 48Q: 3 clusters Score -1.615394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -16153938.000000 Penalty: 5732.144043
	Iteration 49Q: 3 clusters Score -1.615394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -16153948.000000 Penalty: 5732.144043
	Iteration 50Q: 3 clusters Score -1.615395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -16153966.000000 Penalty: 5732.144043
	Iteration 51Q: 3 clusters Score -1.615397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -16153975.000000 Penalty: 5732.144043
	Iteration 52Q: 3 clusters Score -1.615398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -16153986.000000 Penalty: 5732.144043
	Iteration 53Q: 3 clusters Score -1.615399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -16154001.000000 Penalty: 5732.144043
	Iteration 54Q: 3 clusters Score -1.6154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -16154008.000000 Penalty: 5732.144043
	Iteration 55Q: 3 clusters Score -1.615401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -16154010.000000 Penalty: 5732.144043
	Iteration 56Q: 3 clusters Score -1.615401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -16154012.000000 Penalty: 5732.144043
	Iteration 57Q: 3 clusters Score -1.615401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -16154012.000000 Penalty: 5732.144043
	Iteration 58F: 3 clusters Score -1.615401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 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 130 members 
Entering Unmasked Estep 
Score: -24227.820312 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24227.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24370.644531 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24370.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24462.757812 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24462.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24515.376953 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24515.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24524.898438 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24526.298828 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24526.298828 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -24526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -1269739.625000 Penalty: 2246.154053
	Iteration 0F: 2 clusters Score -1269740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1262959.875000 Penalty: 4492.308105
	Iteration 0F: 3 clusters Score -1262960 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1264957.125000 Penalty: 4492.308105
	Iteration 1F: 3 clusters Score -1264957 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1265325.250000 Penalty: 4492.308105
	Iteration 2F: 3 clusters Score -1265325 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1265576.500000 Penalty: 4492.308105
	Iteration 3F: 3 clusters Score -1265576 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1265819.875000 Penalty: 4492.308105
	Iteration 4Q: 3 clusters Score -1265820 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1266015.000000 Penalty: 4492.308105
	Iteration 5Q: 3 clusters Score -1266015 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1266180.375000 Penalty: 4492.308105
	Iteration 6Q: 3 clusters Score -1266180 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1266345.500000 Penalty: 4492.308105
	Iteration 7Q: 3 clusters Score -1266346 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1266463.125000 Penalty: 4492.308105
	Iteration 8Q: 3 clusters Score -1266463 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1266569.000000 Penalty: 4492.308105
	Iteration 9Q: 3 clusters Score -1266569 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1266683.625000 Penalty: 4492.308105
	Iteration 10Q: 3 clusters Score -1266684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1266825.375000 Penalty: 4492.308105
	Iteration 11Q: 3 clusters Score -1266825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1266959.125000 Penalty: 4492.308105
	Iteration 12Q: 3 clusters Score -1266959 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1267089.625000 Penalty: 4492.308105
	Iteration 13Q: 3 clusters Score -1267090 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1267230.375000 Penalty: 4492.308105
	Iteration 14Q: 3 clusters Score -1267230 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1267350.875000 Penalty: 4492.308105
	Iteration 15Q: 3 clusters Score -1267351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1267438.625000 Penalty: 4492.308105
	Iteration 16Q: 3 clusters Score -1267439 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1267509.625000 Penalty: 4492.308105
	Iteration 17Q: 3 clusters Score -1267510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1267589.875000 Penalty: 4492.308105
	Iteration 18Q: 3 clusters Score -1267590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1267653.375000 Penalty: 4492.308105
	Iteration 19Q: 3 clusters Score -1267653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1267708.125000 Penalty: 4492.308105
	Iteration 20F: 3 clusters Score -1267708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1267748.125000 Penalty: 4492.308105
	Iteration 21Q: 3 clusters Score -1267748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1267777.250000 Penalty: 4492.308105
	Iteration 22Q: 3 clusters Score -1267777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1267802.000000 Penalty: 4492.308105
	Iteration 23Q: 3 clusters Score -1267802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1267824.500000 Penalty: 4492.308105
	Iteration 24Q: 3 clusters Score -1267824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1267852.625000 Penalty: 4492.308105
	Iteration 25Q: 3 clusters Score -1267853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1267873.625000 Penalty: 4492.308105
	Iteration 26Q: 3 clusters Score -1267874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1267891.125000 Penalty: 4492.308105
	Iteration 27Q: 3 clusters Score -1267891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1267904.375000 Penalty: 4492.308105
	Iteration 28Q: 3 clusters Score -1267904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1267914.000000 Penalty: 4492.308105
	Iteration 29Q: 3 clusters Score -1267914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1267928.625000 Penalty: 4492.308105
	Iteration 30Q: 3 clusters Score -1267929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1267932.125000 Penalty: 4492.308105
	Iteration 31Q: 3 clusters Score -1267932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1267937.750000 Penalty: 4492.308105
	Iteration 32Q: 3 clusters Score -1267938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1267941.250000 Penalty: 4492.308105
	Iteration 33Q: 3 clusters Score -1267941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1267944.250000 Penalty: 4492.308105
	Iteration 34Q: 3 clusters Score -1267944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1267944.125000 Penalty: 4492.308105
	Iteration 35Q: 3 clusters Score -1267944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1267945.125000 Penalty: 4492.308105
	Iteration 36Q: 3 clusters Score -1267945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1267946.875000 Penalty: 4492.308105
	Iteration 37Q: 3 clusters Score -1267947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1267949.625000 Penalty: 4492.308105
	Iteration 38Q: 3 clusters Score -1267950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1267949.875000 Penalty: 4492.308105
	Iteration 39Q: 3 clusters Score -1267950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1267949.375000 Penalty: 4492.308105
	Iteration 40F: 3 clusters Score -1267949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1933608.625000 Penalty: 2340.454590
	Iteration 0F: 2 clusters Score -1933609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1924363.875000 Penalty: 4680.909180
	Iteration 0F: 3 clusters Score -1924364 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1927098.250000 Penalty: 4680.909180
	Iteration 1F: 3 clusters Score -1927098 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1927466.000000 Penalty: 4680.909180
	Iteration 2F: 3 clusters Score -1927466 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1927760.875000 Penalty: 4680.909180
	Iteration 3F: 3 clusters Score -1927761 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1928037.750000 Penalty: 4680.909180
	Iteration 4Q: 3 clusters Score -1928038 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1928331.625000 Penalty: 4680.909180
	Iteration 5Q: 3 clusters Score -1928332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1928625.625000 Penalty: 4680.909180
	Iteration 6Q: 3 clusters Score -1928626 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1928874.125000 Penalty: 4680.909180
	Iteration 7Q: 3 clusters Score -1928874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1929109.125000 Penalty: 4680.909180
	Iteration 8Q: 3 clusters Score -1929109 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1929326.000000 Penalty: 4680.909180
	Iteration 9Q: 3 clusters Score -1929326 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1929517.750000 Penalty: 4680.909180
	Iteration 10Q: 3 clusters Score -1929518 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1929673.500000 Penalty: 4680.909180
	Iteration 11Q: 3 clusters Score -1929674 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1929821.875000 Penalty: 4680.909180
	Iteration 12Q: 3 clusters Score -1929822 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1929942.000000 Penalty: 4680.909180
	Iteration 13Q: 3 clusters Score -1929942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1930072.500000 Penalty: 4680.909180
	Iteration 14Q: 3 clusters Score -1930072 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1930181.750000 Penalty: 4680.909180
	Iteration 15Q: 3 clusters Score -1930182 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1930285.625000 Penalty: 4680.909180
	Iteration 16Q: 3 clusters Score -1930286 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1930382.375000 Penalty: 4680.909180
	Iteration 17Q: 3 clusters Score -1930382 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1930483.000000 Penalty: 4680.909180
	Iteration 18Q: 3 clusters Score -1930483 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1930561.750000 Penalty: 4680.909180
	Iteration 19Q: 3 clusters Score -1930562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1930641.375000 Penalty: 4680.909180
	Iteration 20F: 3 clusters Score -1930641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1930717.375000 Penalty: 4680.909180
	Iteration 21Q: 3 clusters Score -1930717 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1930786.000000 Penalty: 4680.909180
	Iteration 22Q: 3 clusters Score -1930786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1930860.625000 Penalty: 4680.909180
	Iteration 23Q: 3 clusters Score -1930861 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1930940.000000 Penalty: 4680.909180
	Iteration 24Q: 3 clusters Score -1930940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1931014.750000 Penalty: 4680.909180
	Iteration 25Q: 3 clusters Score -1931015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1931076.125000 Penalty: 4680.909180
	Iteration 26Q: 3 clusters Score -1931076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1931135.000000 Penalty: 4680.909180
	Iteration 27Q: 3 clusters Score -1931135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1931186.875000 Penalty: 4680.909180
	Iteration 28Q: 3 clusters Score -1931187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1931228.125000 Penalty: 4680.909180
	Iteration 29Q: 3 clusters Score -1931228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1931265.625000 Penalty: 4680.909180
	Iteration 30Q: 3 clusters Score -1931266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1931295.875000 Penalty: 4680.909180
	Iteration 31Q: 3 clusters Score -1931296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1931329.750000 Penalty: 4680.909180
	Iteration 32Q: 3 clusters Score -1931330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1931362.625000 Penalty: 4680.909180
	Iteration 33Q: 3 clusters Score -1931363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1931393.250000 Penalty: 4680.909180
	Iteration 34Q: 3 clusters Score -1931393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1931424.125000 Penalty: 4680.909180
	Iteration 35Q: 3 clusters Score -1931424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1931444.250000 Penalty: 4680.909180
	Iteration 36Q: 3 clusters Score -1931444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1931463.000000 Penalty: 4680.909180
	Iteration 37Q: 3 clusters Score -1931463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1931481.125000 Penalty: 4680.909180
	Iteration 38Q: 3 clusters Score -1931481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1931491.875000 Penalty: 4680.909180
	Iteration 39Q: 3 clusters Score -1931492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1931509.250000 Penalty: 4680.909180
	Iteration 40F: 3 clusters Score -1931509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1931514.000000 Penalty: 4680.909180
	Iteration 41Q: 3 clusters Score -1931514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1931516.750000 Penalty: 4680.909180
	Iteration 42Q: 3 clusters Score -1931517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1931522.625000 Penalty: 4680.909180
	Iteration 43Q: 3 clusters Score -1931523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1931529.250000 Penalty: 4680.909180
	Iteration 44Q: 3 clusters Score -1931529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1931536.250000 Penalty: 4680.909180
	Iteration 45Q: 3 clusters Score -1931536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1931541.000000 Penalty: 4680.909180
	Iteration 46Q: 3 clusters Score -1931541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1931552.250000 Penalty: 4680.909180
	Iteration 47Q: 3 clusters Score -1931552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1931560.750000 Penalty: 4680.909180
	Iteration 48Q: 3 clusters Score -1931561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1931566.875000 Penalty: 4680.909180
	Iteration 49Q: 3 clusters Score -1931567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1931570.500000 Penalty: 4680.909180
	Iteration 50Q: 3 clusters Score -1931570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1931574.750000 Penalty: 4680.909180
	Iteration 51Q: 3 clusters Score -1931575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1931576.625000 Penalty: 4680.909180
	Iteration 52Q: 3 clusters Score -1931577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1931581.125000 Penalty: 4680.909180
	Iteration 53Q: 3 clusters Score -1931581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1931583.625000 Penalty: 4680.909180
	Iteration 54Q: 3 clusters Score -1931584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1931584.250000 Penalty: 4680.909180
	Iteration 55Q: 3 clusters Score -1931584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1931584.250000 Penalty: 4680.909180
	Iteration 56F: 3 clusters Score -1931584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142707.218750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142707.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143127.031250 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143411.890625 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143411.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143662.000000 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143920.093750 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143920.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144143.734375 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -144143.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144292.421875 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144292.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144394.406250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144394.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144449.812500 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144449.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144497.656250 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144541.312500 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144577.265625 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144593.468750 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144608.312500 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144615.812500 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144627.546875 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -144627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144639.484375 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -144639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144645.140625 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -144645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144654.484375 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -144654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144675.828125 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -144675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144697.187500 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -144697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144702.046875 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -144702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144702.046875 Penalty: 3448.553467
	Iteration 22F: 3 clusters Score -144702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54025 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101540 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82238 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69417 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57727 members 
Mstep: Class 18 contains 101699 members 
Mstep: Class 19 contains 103988 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 104479 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 543 members 
Entering Unmasked Estep 
Score: -137776528.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137777856.000000 to -137776528.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54025 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101540 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82238 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 69417 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57727 members 
Mstep: Class 18 contains 101699 members 
Mstep: Class 19 contains 103988 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 22 contains 104479 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778176.000000 Penalty: 85112.554688
Iteration 239Q: 26 clusters Score -1.377782e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101530 members 
Mstep: Class 9 contains 47022 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82233 members 
Mstep: Class 13 contains 40389 members 
Mstep: Class 14 contains 69416 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 25845 members 
Mstep: Class 17 contains 57732 members 
Mstep: Class 18 contains 101711 members 
Mstep: Class 19 contains 103941 members 
Mstep: Class 20 contains 38174 members 
Mstep: Class 22 contains 104480 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778080.000000 Penalty: 85112.554688
Iteration 240F: 26 clusters Score -1.377781e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54047 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101526 members 
Mstep: Class 9 contains 47056 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38045 members 
Mstep: Class 12 contains 82226 members 
Mstep: Class 13 contains 40391 members 
Mstep: Class 14 contains 69411 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 25846 members 
Mstep: Class 17 contains 57739 members 
Mstep: Class 18 contains 101721 members 
Mstep: Class 19 contains 103907 members 
Mstep: Class 20 contains 38176 members 
Mstep: Class 22 contains 104469 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778096.000000 Penalty: 85112.554688
Iteration 241Q: 26 clusters Score -1.377781e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54059 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101520 members 
Mstep: Class 9 contains 47080 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82214 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 14 contains 69404 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 25848 members 
Mstep: Class 17 contains 57747 members 
Mstep: Class 18 contains 101724 members 
Mstep: Class 19 contains 103888 members 
Mstep: Class 20 contains 38173 members 
Mstep: Class 22 contains 104471 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778192.000000 Penalty: 85112.554688
Iteration 242Q: 26 clusters Score -1.377782e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54064 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101511 members 
Mstep: Class 9 contains 47107 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38046 members 
Mstep: Class 12 contains 82200 members 
Mstep: Class 13 contains 40395 members 
Mstep: Class 14 contains 69400 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 25848 members 
Mstep: Class 17 contains 57750 members 
Mstep: Class 18 contains 101715 members 
Mstep: Class 19 contains 103890 members 
Mstep: Class 20 contains 38176 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778192.000000 Penalty: 85112.554688
Iteration 243Q: 26 clusters Score -1.377782e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54077 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101511 members 
Mstep: Class 9 contains 47136 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 82189 members 
Mstep: Class 13 contains 40397 members 
Mstep: Class 14 contains 69399 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57757 members 
Mstep: Class 18 contains 101720 members 
Mstep: Class 19 contains 103866 members 
Mstep: Class 20 contains 38175 members 
Mstep: Class 22 contains 104449 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 85112.554688
Iteration 244Q: 26 clusters Score -1.377781e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54092 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101508 members 
Mstep: Class 9 contains 47165 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38042 members 
Mstep: Class 12 contains 82165 members 
Mstep: Class 13 contains 40401 members 
Mstep: Class 14 contains 69398 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 57766 members 
Mstep: Class 18 contains 101736 members 
Mstep: Class 19 contains 103847 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 22 contains 104425 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778112.000000 Penalty: 85112.554688
Iteration 245Q: 26 clusters Score -1.377781e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54104 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101500 members 
Mstep: Class 9 contains 47187 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38040 members 
Mstep: Class 12 contains 82142 members 
Mstep: Class 13 contains 40405 members 
Mstep: Class 14 contains 69397 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 57773 members 
Mstep: Class 18 contains 101744 members 
Mstep: Class 19 contains 103812 members 
Mstep: Class 20 contains 38187 members 
Mstep: Class 22 contains 104431 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 85112.554688
Iteration 246Q: 26 clusters Score -1.377783e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54112 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101496 members 
Mstep: Class 9 contains 47209 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38040 members 
Mstep: Class 12 contains 82130 members 
Mstep: Class 13 contains 40406 members 
Mstep: Class 14 contains 69393 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 57776 members 
Mstep: Class 18 contains 101746 members 
Mstep: Class 19 contains 103812 members 
Mstep: Class 20 contains 38186 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778160.000000 Penalty: 85112.554688
Iteration 247Q: 26 clusters Score -1.377782e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54127 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101494 members 
Mstep: Class 9 contains 47227 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38041 members 
Mstep: Class 12 contains 82124 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 69388 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 57777 members 
Mstep: Class 18 contains 101744 members 
Mstep: Class 19 contains 103808 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 22 contains 104402 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778208.000000 Penalty: 85112.554688
Iteration 248Q: 26 clusters Score -1.377782e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54130 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101479 members 
Mstep: Class 9 contains 47249 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38041 members 
Mstep: Class 12 contains 82116 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69385 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25854 members 
Mstep: Class 17 contains 57785 members 
Mstep: Class 18 contains 101743 members 
Mstep: Class 19 contains 103804 members 
Mstep: Class 20 contains 38181 members 
Mstep: Class 22 contains 104398 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 85112.554688
Iteration 249Q: 26 clusters Score -1.377783e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54124 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101472 members 
Mstep: Class 9 contains 47265 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38040 members 
Mstep: Class 12 contains 82100 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69381 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25855 members 
Mstep: Class 17 contains 57794 members 
Mstep: Class 18 contains 101731 members 
Mstep: Class 19 contains 103796 members 
Mstep: Class 20 contains 38182 members 
Mstep: Class 22 contains 104421 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778240.000000 Penalty: 85112.554688
Iteration 250Q: 26 clusters Score -1.377782e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54127 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101467 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 82078 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69379 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25857 members 
Mstep: Class 17 contains 57808 members 
Mstep: Class 18 contains 101726 members 
Mstep: Class 19 contains 103790 members 
Mstep: Class 20 contains 38184 members 
Mstep: Class 22 contains 104428 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8579 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 85112.554688
Iteration 251Q: 26 clusters Score -1.377783e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54130 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101461 members 
Mstep: Class 9 contains 47311 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 82054 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69371 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25857 members 
Mstep: Class 17 contains 57819 members 
Mstep: Class 18 contains 101716 members 
Mstep: Class 19 contains 103774 members 
Mstep: Class 20 contains 38181 members 
Mstep: Class 22 contains 104446 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778288.000000 Penalty: 85112.554688
Iteration 252Q: 26 clusters Score -1.377783e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54137 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101450 members 
Mstep: Class 9 contains 47348 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 82033 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69362 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25857 members 
Mstep: Class 17 contains 57825 members 
Mstep: Class 18 contains 101723 members 
Mstep: Class 19 contains 103764 members 
Mstep: Class 20 contains 38182 members 
Mstep: Class 22 contains 104439 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778288.000000 Penalty: 85112.554688
Iteration 253Q: 26 clusters Score -1.377783e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54137 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101455 members 
Mstep: Class 9 contains 47385 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 82021 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69358 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 57831 members 
Mstep: Class 18 contains 101727 members 
Mstep: Class 19 contains 103731 members 
Mstep: Class 20 contains 38177 members 
Mstep: Class 22 contains 104445 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778064.000000 Penalty: 85112.554688
Iteration 254Q: 26 clusters Score -1.377781e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54137 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101457 members 
Mstep: Class 9 contains 47409 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 82004 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69358 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 57837 members 
Mstep: Class 18 contains 101729 members 
Mstep: Class 19 contains 103699 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 22 contains 104460 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778240.000000 Penalty: 85112.554688
Iteration 255Q: 26 clusters Score -1.377782e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54142 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101463 members 
Mstep: Class 9 contains 47431 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 81998 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69351 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25858 members 
Mstep: Class 17 contains 57842 members 
Mstep: Class 18 contains 101724 members 
Mstep: Class 19 contains 103680 members 
Mstep: Class 20 contains 38173 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778304.000000 Penalty: 85112.554688
Iteration 256Q: 26 clusters Score -1.377783e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54143 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101463 members 
Mstep: Class 9 contains 47461 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38036 members 
Mstep: Class 12 contains 81989 members 
Mstep: Class 13 contains 40410 members 
Mstep: Class 14 contains 69346 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25859 members 
Mstep: Class 17 contains 57847 members 
Mstep: Class 18 contains 101729 members 
Mstep: Class 19 contains 103662 members 
Mstep: Class 20 contains 38166 members 
Mstep: Class 22 contains 104467 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778384.000000 Penalty: 85112.554688
Iteration 257Q: 26 clusters Score -1.377784e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54148 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101457 members 
Mstep: Class 9 contains 47487 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 81986 members 
Mstep: Class 13 contains 40408 members 
Mstep: Class 14 contains 69338 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 57853 members 
Mstep: Class 18 contains 101712 members 
Mstep: Class 19 contains 103644 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 22 contains 104481 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 85112.554688
Iteration 258Q: 26 clusters Score -1.377786e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54150 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 101465 members 
Mstep: Class 9 contains 47509 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 81974 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 69337 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 57859 members 
Mstep: Class 18 contains 101700 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38173 members 
Mstep: Class 22 contains 104484 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778528.000000 Penalty: 85112.554688
Iteration 259Q: 26 clusters Score -1.377785e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 54146 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 101464 members 
Mstep: Class 9 contains 47524 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 81962 members 
Mstep: Class 13 contains 40406 members 
Mstep: Class 14 contains 69332 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25856 members 
Mstep: Class 17 contains 57860 members 
Mstep: Class 18 contains 101700 members 
Mstep: Class 19 contains 103629 members 
Mstep: Class 20 contains 38176 members 
Mstep: Class 22 contains 104488 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778560.000000 Penalty: 85112.554688
Iteration 260F: 26 clusters Score -1.377786e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 54136 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 101458 members 
Mstep: Class 9 contains 47538 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 81960 members 
Mstep: Class 13 contains 40404 members 
Mstep: Class 14 contains 69323 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25857 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 101698 members 
Mstep: Class 19 contains 103618 members 
Mstep: Class 20 contains 38173 members 
Mstep: Class 22 contains 104510 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 85112.554688
Iteration 261Q: 26 clusters Score -1.377786e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 54134 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 101449 members 
Mstep: Class 9 contains 47553 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38038 members 
Mstep: Class 12 contains 81963 members 
Mstep: Class 13 contains 40405 members 
Mstep: Class 14 contains 69322 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25858 members 
Mstep: Class 17 contains 57872 members 
Mstep: Class 18 contains 101695 members 
Mstep: Class 19 contains 103618 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 22 contains 104502 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778640.000000 Penalty: 85112.554688
Iteration 262Q: 26 clusters Score -1.377786e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 54131 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 101434 members 
Mstep: Class 9 contains 47569 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38040 members 
Mstep: Class 12 contains 81964 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 69322 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25859 members 
Mstep: Class 17 contains 57877 members 
Mstep: Class 18 contains 101689 members 
Mstep: Class 19 contains 103602 members 
Mstep: Class 20 contains 38172 members 
Mstep: Class 22 contains 104515 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12528 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778688.000000 Penalty: 85112.554688
Iteration 263Q: 26 clusters Score -1.377787e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54126 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 101428 members 
Mstep: Class 9 contains 47581 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38041 members 
Mstep: Class 12 contains 81962 members 
Mstep: Class 13 contains 40406 members 
Mstep: Class 14 contains 69324 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25858 members 
Mstep: Class 17 contains 57884 members 
Mstep: Class 18 contains 101685 members 
Mstep: Class 19 contains 103592 members 
Mstep: Class 20 contains 38166 members 
Mstep: Class 22 contains 104527 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778704.000000 Penalty: 85112.554688
Iteration 264Q: 26 clusters Score -1.377787e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 54121 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 101419 members 
Mstep: Class 9 contains 47592 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 81955 members 
Mstep: Class 13 contains 40405 members 
Mstep: Class 14 contains 69324 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25860 members 
Mstep: Class 17 contains 57885 members 
Mstep: Class 18 contains 101677 members 
Mstep: Class 19 contains 103609 members 
Mstep: Class 20 contains 38163 members 
Mstep: Class 22 contains 104519 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778704.000000 Penalty: 85112.554688
Iteration 265Q: 26 clusters Score -1.377787e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54124 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 101407 members 
Mstep: Class 9 contains 47601 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38043 members 
Mstep: Class 12 contains 81953 members 
Mstep: Class 13 contains 40403 members 
Mstep: Class 14 contains 69316 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25861 members 
Mstep: Class 17 contains 57888 members 
Mstep: Class 18 contains 101678 members 
Mstep: Class 19 contains 103619 members 
Mstep: Class 20 contains 38156 members 
Mstep: Class 22 contains 104523 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778736.000000 Penalty: 85112.554688
Iteration 266Q: 26 clusters Score -1.377787e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54129 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 101406 members 
Mstep: Class 9 contains 47612 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38042 members 
Mstep: Class 12 contains 81953 members 
Mstep: Class 13 contains 40403 members 
Mstep: Class 14 contains 69311 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25861 members 
Mstep: Class 17 contains 57892 members 
Mstep: Class 18 contains 101677 members 
Mstep: Class 19 contains 103600 members 
Mstep: Class 20 contains 38153 members 
Mstep: Class 22 contains 104531 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778816.000000 Penalty: 85112.554688
Iteration 267Q: 26 clusters Score -1.377788e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 101405 members 
Mstep: Class 9 contains 47617 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38040 members 
Mstep: Class 12 contains 81958 members 
Mstep: Class 13 contains 40405 members 
Mstep: Class 14 contains 69311 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25862 members 
Mstep: Class 17 contains 57910 members 
Mstep: Class 18 contains 101675 members 
Mstep: Class 19 contains 103566 members 
Mstep: Class 20 contains 38146 members 
Mstep: Class 22 contains 104546 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778768.000000 Penalty: 85112.554688
Iteration 268Q: 26 clusters Score -1.377788e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54132 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 101394 members 
Mstep: Class 9 contains 47624 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38039 members 
Mstep: Class 12 contains 81966 members 
Mstep: Class 13 contains 40403 members 
Mstep: Class 14 contains 69312 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25862 members 
Mstep: Class 17 contains 57923 members 
Mstep: Class 18 contains 101668 members 
Mstep: Class 19 contains 103547 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 22 contains 104558 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 85112.554688
Iteration 269Q: 26 clusters Score -1.377786e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54129 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 101380 members 
Mstep: Class 9 contains 47635 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38039 members 
Mstep: Class 12 contains 81968 members 
Mstep: Class 13 contains 40406 members 
Mstep: Class 14 contains 69304 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25863 members 
Mstep: Class 17 contains 57933 members 
Mstep: Class 18 contains 101666 members 
Mstep: Class 19 contains 103543 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 22 contains 104563 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778672.000000 Penalty: 85112.554688
Iteration 270Q: 26 clusters Score -1.377787e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54126 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 101369 members 
Mstep: Class 9 contains 47650 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 81969 members 
Mstep: Class 13 contains 40408 members 
Mstep: Class 14 contains 69299 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25863 members 
Mstep: Class 17 contains 57941 members 
Mstep: Class 18 contains 101657 members 
Mstep: Class 19 contains 103549 members 
Mstep: Class 20 contains 38137 members 
Mstep: Class 22 contains 104563 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 85112.554688
Iteration 271Q: 26 clusters Score -1.377788e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54126 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 47664 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38035 members 
Mstep: Class 12 contains 81963 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69301 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25863 members 
Mstep: Class 17 contains 57952 members 
Mstep: Class 18 contains 101643 members 
Mstep: Class 19 contains 103545 members 
Mstep: Class 20 contains 38136 members 
Mstep: Class 22 contains 104567 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 272Q: 26 clusters Score -1.377789e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54123 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 101358 members 
Mstep: Class 9 contains 47678 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38031 members 
Mstep: Class 12 contains 81956 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69300 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25863 members 
Mstep: Class 17 contains 57960 members 
Mstep: Class 18 contains 101633 members 
Mstep: Class 19 contains 103553 members 
Mstep: Class 20 contains 38135 members 
Mstep: Class 22 contains 104570 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 273Q: 26 clusters Score -1.377789e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9874 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54108 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 101346 members 
Mstep: Class 9 contains 47699 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38028 members 
Mstep: Class 12 contains 81953 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69303 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25867 members 
Mstep: Class 17 contains 57969 members 
Mstep: Class 18 contains 101628 members 
Mstep: Class 19 contains 103545 members 
Mstep: Class 20 contains 38129 members 
Mstep: Class 22 contains 104584 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 274Q: 26 clusters Score -1.37779e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54101 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47711 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38026 members 
Mstep: Class 12 contains 81949 members 
Mstep: Class 13 contains 40408 members 
Mstep: Class 14 contains 69303 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25870 members 
Mstep: Class 17 contains 57978 members 
Mstep: Class 18 contains 101617 members 
Mstep: Class 19 contains 103558 members 
Mstep: Class 20 contains 38127 members 
Mstep: Class 22 contains 104576 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 85112.554688
Iteration 275Q: 26 clusters Score -1.377788e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9874 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54098 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101341 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38025 members 
Mstep: Class 12 contains 81943 members 
Mstep: Class 13 contains 40410 members 
Mstep: Class 14 contains 69299 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57986 members 
Mstep: Class 18 contains 101602 members 
Mstep: Class 19 contains 103568 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 22 contains 104584 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 276Q: 26 clusters Score -1.37779e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 54098 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101335 members 
Mstep: Class 9 contains 47735 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38024 members 
Mstep: Class 12 contains 81943 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69296 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57996 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 103590 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 22 contains 104567 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 277Q: 26 clusters Score -1.377789e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 54094 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101338 members 
Mstep: Class 9 contains 47745 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38021 members 
Mstep: Class 12 contains 81941 members 
Mstep: Class 13 contains 40410 members 
Mstep: Class 14 contains 69296 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25873 members 
Mstep: Class 17 contains 58000 members 
Mstep: Class 18 contains 101563 members 
Mstep: Class 19 contains 103605 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 22 contains 104560 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 278Q: 26 clusters Score -1.377788e+08 nChanged 235
Entering ConstructFrom: 
Score: -137778832.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -308934.343750 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -308934.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306279.406250 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -306279.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306702.687500 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -306702.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -306834.812500 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -306834.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -306917.031250 Penalty: 3769.551514
	Iteration 3Q: 3 clusters Score -306917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306958.937500 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -306958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306988.000000 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -306988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -307019.343750 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -307019.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307038.156250 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -307038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -307047.406250 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -307047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307056.343750 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -307056.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -307066.375000 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -307066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -307071.156250 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -307071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307073.593750 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -307073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -307074.750000 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -307074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -307075.968750 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -307076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307076.062500 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -307076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -307076.062500 Penalty: 3769.551514
	Iteration 16F: 3 clusters Score -307076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40763.949219 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40763.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41177.851562 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41177.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41457.695312 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41457.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41628.781250 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -41628.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41775.953125 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41775.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41881.503906 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41962.558594 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41962.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42000.195312 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -42000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42037.167969 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -42037.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42052.628906 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -42052.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42067.078125 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -42067.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42067.078125 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -42067.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 204 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69295 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 104549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137776864.000000 Penalty: 88517.062500
Splitting cluster 2 changes total score from -137778832.000000 to -137776864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Entering Unmasked Estep 
Score: -1393081.375000 Penalty: 2281.044922
	Iteration 0F: 2 clusters Score -1393081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1385481.750000 Penalty: 4562.089844
	Iteration 0F: 3 clusters Score -1385482 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1387720.000000 Penalty: 4562.089844
	Iteration 1F: 3 clusters Score -1387720 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1388074.000000 Penalty: 4562.089844
	Iteration 2F: 3 clusters Score -1388074 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1388393.750000 Penalty: 4562.089844
	Iteration 3F: 3 clusters Score -1388394 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1388707.875000 Penalty: 4562.089844
	Iteration 4F: 3 clusters Score -1388708 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1389041.500000 Penalty: 4562.089844
	Iteration 5Q: 3 clusters Score -1389042 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1389373.250000 Penalty: 4562.089844
	Iteration 6Q: 3 clusters Score -1389373 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1389687.500000 Penalty: 4562.089844
	Iteration 7Q: 3 clusters Score -1389688 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1389975.250000 Penalty: 4562.089844
	Iteration 8Q: 3 clusters Score -1389975 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1390232.125000 Penalty: 4562.089844
	Iteration 9Q: 3 clusters Score -1390232 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1390407.625000 Penalty: 4562.089844
	Iteration 10Q: 3 clusters Score -1390408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1390515.625000 Penalty: 4562.089844
	Iteration 11Q: 3 clusters Score -1390516 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1390595.625000 Penalty: 4562.089844
	Iteration 12Q: 3 clusters Score -1390596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1390642.375000 Penalty: 4562.089844
	Iteration 13Q: 3 clusters Score -1390642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1390673.375000 Penalty: 4562.089844
	Iteration 14Q: 3 clusters Score -1390673 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1390692.000000 Penalty: 4562.089844
	Iteration 15Q: 3 clusters Score -1390692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1390707.125000 Penalty: 4562.089844
	Iteration 16Q: 3 clusters Score -1390707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1390718.875000 Penalty: 4562.089844
	Iteration 17Q: 3 clusters Score -1390719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1390720.000000 Penalty: 4562.089844
	Iteration 18Q: 3 clusters Score -1390720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1390725.500000 Penalty: 4562.089844
	Iteration 19Q: 3 clusters Score -1390726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1390729.625000 Penalty: 4562.089844
	Iteration 20F: 3 clusters Score -1390730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1390728.125000 Penalty: 4562.089844
	Iteration 21Q: 3 clusters Score -1390728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1390736.375000 Penalty: 4562.089844
	Iteration 22Q: 3 clusters Score -1390736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1390740.250000 Penalty: 4562.089844
	Iteration 23Q: 3 clusters Score -1390740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1390743.000000 Penalty: 4562.089844
	Iteration 24Q: 3 clusters Score -1390743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1390746.875000 Penalty: 4562.089844
	Iteration 25Q: 3 clusters Score -1390747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1390748.625000 Penalty: 4562.089844
	Iteration 26Q: 3 clusters Score -1390749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1390757.250000 Penalty: 4562.089844
	Iteration 27Q: 3 clusters Score -1390757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1390759.250000 Penalty: 4562.089844
	Iteration 28Q: 3 clusters Score -1390759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1390764.750000 Penalty: 4562.089844
	Iteration 29Q: 3 clusters Score -1390765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1390762.625000 Penalty: 4562.089844
	Iteration 30Q: 3 clusters Score -1390763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1390771.375000 Penalty: 4562.089844
	Iteration 31Q: 3 clusters Score -1390771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1390779.125000 Penalty: 4562.089844
	Iteration 32Q: 3 clusters Score -1390779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1390787.625000 Penalty: 4562.089844
	Iteration 33Q: 3 clusters Score -1390788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1390793.000000 Penalty: 4562.089844
	Iteration 34Q: 3 clusters Score -1390793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1390800.375000 Penalty: 4562.089844
	Iteration 35Q: 3 clusters Score -1390800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1390809.875000 Penalty: 4562.089844
	Iteration 36Q: 3 clusters Score -1390810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1390815.750000 Penalty: 4562.089844
	Iteration 37Q: 3 clusters Score -1390816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1390823.875000 Penalty: 4562.089844
	Iteration 38Q: 3 clusters Score -1390824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1390833.500000 Penalty: 4562.089844
	Iteration 39Q: 3 clusters Score -1390834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1390840.625000 Penalty: 4562.089844
	Iteration 40F: 3 clusters Score -1390841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1390843.750000 Penalty: 4562.089844
	Iteration 41Q: 3 clusters Score -1390844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1390845.375000 Penalty: 4562.089844
	Iteration 42Q: 3 clusters Score -1390845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1390841.875000 Penalty: 4562.089844
	Iteration 43Q: 3 clusters Score -1390842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1390845.750000 Penalty: 4562.089844
	Iteration 44Q: 3 clusters Score -1390846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1390851.375000 Penalty: 4562.089844
	Iteration 45Q: 3 clusters Score -1390851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1390852.625000 Penalty: 4562.089844
	Iteration 46Q: 3 clusters Score -1390853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1390852.250000 Penalty: 4562.089844
	Iteration 47Q: 3 clusters Score -1390852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1390852.125000 Penalty: 4562.089844
	Iteration 48Q: 3 clusters Score -1390852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1390856.250000 Penalty: 4562.089844
	Iteration 49Q: 3 clusters Score -1390856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1390854.125000 Penalty: 4562.089844
	Iteration 50Q: 3 clusters Score -1390854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1390856.500000 Penalty: 4562.089844
	Iteration 51Q: 3 clusters Score -1390856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1390859.000000 Penalty: 4562.089844
	Iteration 52Q: 3 clusters Score -1390859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1390860.000000 Penalty: 4562.089844
	Iteration 53Q: 3 clusters Score -1390860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1390861.875000 Penalty: 4562.089844
	Iteration 54Q: 3 clusters Score -1390862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1390862.250000 Penalty: 4562.089844
	Iteration 55Q: 3 clusters Score -1390862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1390868.000000 Penalty: 4562.089844
	Iteration 56Q: 3 clusters Score -1390868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1390872.375000 Penalty: 4562.089844
	Iteration 57Q: 3 clusters Score -1390872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1390871.875000 Penalty: 4562.089844
	Iteration 58Q: 3 clusters Score -1390872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1390876.625000 Penalty: 4562.089844
	Iteration 59Q: 3 clusters Score -1390877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1390879.000000 Penalty: 4562.089844
	Iteration 60F: 3 clusters Score -1390879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1390880.875000 Penalty: 4562.089844
	Iteration 61Q: 3 clusters Score -1390881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 4562.089844
	Iteration 62Q: 3 clusters Score -1390883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1390881.500000 Penalty: 4562.089844
	Iteration 63Q: 3 clusters Score -1390882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1390884.500000 Penalty: 4562.089844
	Iteration 64Q: 3 clusters Score -1390884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1390886.625000 Penalty: 4562.089844
	Iteration 65Q: 3 clusters Score -1390887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1390891.500000 Penalty: 4562.089844
	Iteration 66Q: 3 clusters Score -1390892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1390891.000000 Penalty: 4562.089844
	Iteration 67Q: 3 clusters Score -1390891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1390891.375000 Penalty: 4562.089844
	Iteration 68Q: 3 clusters Score -1390891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1390890.750000 Penalty: 4562.089844
	Iteration 69Q: 3 clusters Score -1390891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1390891.000000 Penalty: 4562.089844
	Iteration 70Q: 3 clusters Score -1390891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1390892.750000 Penalty: 4562.089844
	Iteration 71Q: 3 clusters Score -1390893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1390896.750000 Penalty: 4562.089844
	Iteration 72Q: 3 clusters Score -1390897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1390897.625000 Penalty: 4562.089844
	Iteration 73Q: 3 clusters Score -1390898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1390898.000000 Penalty: 4562.089844
	Iteration 74Q: 3 clusters Score -1390898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1390900.125000 Penalty: 4562.089844
	Iteration 75Q: 3 clusters Score -1390900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1390902.000000 Penalty: 4562.089844
	Iteration 76Q: 3 clusters Score -1390902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1390899.250000 Penalty: 4562.089844
	Iteration 77Q: 3 clusters Score -1390899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1390900.375000 Penalty: 4562.089844
	Iteration 78Q: 3 clusters Score -1390900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1390900.000000 Penalty: 4562.089844
	Iteration 79Q: 3 clusters Score -1390900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1390901.375000 Penalty: 4562.089844
	Iteration 80F: 3 clusters Score -1390901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -827591.687500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -827591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -822716.125000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -822716.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -823962.875000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -823962.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -824220.562500 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -824220.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -824405.625000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -824405.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -824549.812500 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -824549.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -824655.000000 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -824655 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -824743.250000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -824743.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -824814.812500 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -824814.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -824872.687500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -824872.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -824943.250000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -824943.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -825015.500000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -825015.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -825095.812500 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -825095.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -825173.937500 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -825173.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -825256.125000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -825256.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -825346.937500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -825346.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -825427.562500 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -825427.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -825491.125000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -825491.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -825554.937500 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -825554.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -825619.937500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -825619.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -825691.812500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -825691.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -825743.937500 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -825743.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -825792.750000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -825792.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -825842.375000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -825842.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -825884.375000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -825884.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -825926.312500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -825926.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -825972.062500 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -825972.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -825997.875000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -825997.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -826027.500000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -826027.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -826045.250000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -826045.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -826061.250000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -826061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -826074.562500 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -826074.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -826092.000000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -826092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -826102.687500 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -826102.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -826114.250000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -826114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -826119.812500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -826119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -826125.062500 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -826125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -826130.375000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -826130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -826134.062500 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -826134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -826137.375000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -826137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -826136.937500 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -826136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -826138.812500 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -826138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -826139.812500 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -826139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -826141.562500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -826141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -826142.437500 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -826142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -826142.750000 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -826142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -826142.750000 Penalty: 4282.506836
	Iteration 45F: 3 clusters Score -826142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Entering Unmasked Estep 
Score: -8143997.500000 Penalty: 2702.804443
	Iteration 0F: 2 clusters Score -8143998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -8107671.500000 Penalty: 5405.608887
	Iteration 0F: 3 clusters Score -8107672 nChanged 24977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -8121924.000000 Penalty: 5405.608887
	Iteration 1F: 3 clusters Score -8121924 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -8122611.500000 Penalty: 5405.608887
	Iteration 2Q: 3 clusters Score -8122612 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -8123299.500000 Penalty: 5405.608887
	Iteration 3Q: 3 clusters Score -8123300 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -8124178.000000 Penalty: 5405.608887
	Iteration 4Q: 3 clusters Score -8124178 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -8125405.500000 Penalty: 5405.608887
	Iteration 5Q: 3 clusters Score -8125406 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8127326.500000 Penalty: 5405.608887
	Iteration 6F: 3 clusters Score -8127326 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -8130086.500000 Penalty: 5405.608887
	Iteration 7F: 3 clusters Score -8130086 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8133456.000000 Penalty: 5405.608887
	Iteration 8F: 3 clusters Score -8133456 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -8136812.000000 Penalty: 5405.608887
	Iteration 9F: 3 clusters Score -8136812 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8139353.000000 Penalty: 5405.608887
	Iteration 10Q: 3 clusters Score -8139353 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8140732.000000 Penalty: 5405.608887
	Iteration 11Q: 3 clusters Score -8140732 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8141285.500000 Penalty: 5405.608887
	Iteration 12Q: 3 clusters Score -8141286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8141486.000000 Penalty: 5405.608887
	Iteration 13Q: 3 clusters Score -8141486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8141566.000000 Penalty: 5405.608887
	Iteration 14Q: 3 clusters Score -8141566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8141608.500000 Penalty: 5405.608887
	Iteration 15Q: 3 clusters Score -8141608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8141643.000000 Penalty: 5405.608887
	Iteration 16Q: 3 clusters Score -8141643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8141664.000000 Penalty: 5405.608887
	Iteration 17Q: 3 clusters Score -8141664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8141683.500000 Penalty: 5405.608887
	Iteration 18Q: 3 clusters Score -8141684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8141686.000000 Penalty: 5405.608887
	Iteration 19Q: 3 clusters Score -8141686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8141701.500000 Penalty: 5405.608887
	Iteration 20F: 3 clusters Score -8141702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8141706.000000 Penalty: 5405.608887
	Iteration 21Q: 3 clusters Score -8141706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8141710.000000 Penalty: 5405.608887
	Iteration 22Q: 3 clusters Score -8141710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8141710.000000 Penalty: 5405.608887
	Iteration 23F: 3 clusters Score -8141710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111667.289062 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111667.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112364.515625 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112364.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113105.406250 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -113105.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113408.578125 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113408.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113562.859375 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -113562.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113651.812500 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113707.000000 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113719.312500 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -113720.593750 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113728.531250 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113728.531250 Penalty: 3339.176514
	Iteration 10F: 3 clusters Score -113728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69295 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 104549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777312.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137778832.000000 to -137777312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -505055.031250 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -505055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -501273.156250 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -501273.2 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -502436.562500 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -502436.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -502967.781250 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -502967.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -503375.312500 Penalty: 4098.357422
	Iteration 3F: 3 clusters Score -503375.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -503651.250000 Penalty: 4098.357422
	Iteration 4F: 3 clusters Score -503651.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -503859.500000 Penalty: 4098.357422
	Iteration 5F: 3 clusters Score -503859.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -503996.500000 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -503996.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -504103.562500 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -504103.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -504164.406250 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -504164.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -504215.218750 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -504215.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -504248.750000 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -504248.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -504281.281250 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -504281.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -504312.531250 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -504312.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -504341.312500 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -504341.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -504366.406250 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -504366.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -504386.218750 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -504386.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -504395.656250 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -504395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -504405.968750 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -504406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -504414.968750 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -504415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -504427.531250 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -504427.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -504441.656250 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -504441.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -504452.093750 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -504452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -504460.781250 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -504460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -504465.281250 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -504465.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -504468.406250 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -504468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -504470.500000 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -504470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -504470.562500 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -504470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -504471.718750 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -504471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -504472.562500 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -504472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -504472.781250 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -504472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -504473.625000 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -504473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -504474.250000 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -504474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -504475.562500 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -504475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -504476.000000 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -504476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -504476.062500 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -504476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -504476.062500 Penalty: 4098.357422
	Iteration 35F: 3 clusters Score -504476.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Entering Unmasked Estep 
Score: -15707571.000000 Penalty: 2858.516357
	Iteration 0F: 2 clusters Score -1.570757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -15643548.000000 Penalty: 5717.032715
	Iteration 0F: 3 clusters Score -1.564355e+07 nChanged 47833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -15670604.000000 Penalty: 5717.032715
	Iteration 1F: 3 clusters Score -1.56706e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -15671192.000000 Penalty: 5717.032715
	Iteration 2Q: 3 clusters Score -1.567119e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -15671818.000000 Penalty: 5717.032715
	Iteration 3Q: 3 clusters Score -1.567182e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -15672334.000000 Penalty: 5717.032715
	Iteration 4Q: 3 clusters Score -1.567233e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -15672993.000000 Penalty: 5717.032715
	Iteration 5Q: 3 clusters Score -1.567299e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -15673565.000000 Penalty: 5717.032715
	Iteration 6Q: 3 clusters Score -1.567356e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -15674130.000000 Penalty: 5717.032715
	Iteration 7Q: 3 clusters Score -1.567413e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -15674733.000000 Penalty: 5717.032715
	Iteration 8Q: 3 clusters Score -1.567473e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -15675749.000000 Penalty: 5717.032715
	Iteration 9Q: 3 clusters Score -1.567575e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -15676998.000000 Penalty: 5717.032715
	Iteration 10Q: 3 clusters Score -1.5677e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -15678814.000000 Penalty: 5717.032715
	Iteration 11Q: 3 clusters Score -1.567881e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -15681468.000000 Penalty: 5717.032715
	Iteration 12F: 3 clusters Score -1.568147e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -15684735.000000 Penalty: 5717.032715
	Iteration 13F: 3 clusters Score -1.568474e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -15688849.000000 Penalty: 5717.032715
	Iteration 14F: 3 clusters Score -1.568885e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -15693058.000000 Penalty: 5717.032715
	Iteration 15F: 3 clusters Score -1.569306e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -15696963.000000 Penalty: 5717.032715
	Iteration 16F: 3 clusters Score -1.569696e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -15700143.000000 Penalty: 5717.032715
	Iteration 17Q: 3 clusters Score -1.570014e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -15702453.000000 Penalty: 5717.032715
	Iteration 18Q: 3 clusters Score -1.570245e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -15703623.000000 Penalty: 5717.032715
	Iteration 19Q: 3 clusters Score -1.570362e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -15704397.000000 Penalty: 5717.032715
	Iteration 20F: 3 clusters Score -1.57044e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -15704852.000000 Penalty: 5717.032715
	Iteration 21Q: 3 clusters Score -1.570485e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -15705043.000000 Penalty: 5717.032715
	Iteration 22Q: 3 clusters Score -1.570504e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -15705170.000000 Penalty: 5717.032715
	Iteration 23Q: 3 clusters Score -1.570517e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -15705162.000000 Penalty: 5717.032715
	Iteration 24Q: 3 clusters Score -1.570516e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -15705226.000000 Penalty: 5717.032715
	Iteration 25Q: 3 clusters Score -1.570523e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -15705282.000000 Penalty: 5717.032715
	Iteration 26Q: 3 clusters Score -1.570528e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -15705284.000000 Penalty: 5717.032715
	Iteration 27Q: 3 clusters Score -1.570528e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -15705301.000000 Penalty: 5717.032715
	Iteration 28Q: 3 clusters Score -1.57053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -15705332.000000 Penalty: 5717.032715
	Iteration 29Q: 3 clusters Score -1.570533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15705331.000000 Penalty: 5717.032715
	Iteration 30Q: 3 clusters Score -1.570533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -15705339.000000 Penalty: 5717.032715
	Iteration 31Q: 3 clusters Score -1.570534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -15705354.000000 Penalty: 5717.032715
	Iteration 32Q: 3 clusters Score -1.570535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -15705341.000000 Penalty: 5717.032715
	Iteration 33Q: 3 clusters Score -1.570534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -15705347.000000 Penalty: 5717.032715
	Iteration 34Q: 3 clusters Score -1.570535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -15705343.000000 Penalty: 5717.032715
	Iteration 35Q: 3 clusters Score -1.570534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -15705348.000000 Penalty: 5717.032715
	Iteration 36Q: 3 clusters Score -1.570535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -15705343.000000 Penalty: 5717.032715
	Iteration 37Q: 3 clusters Score -1.570534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -15705340.000000 Penalty: 5717.032715
	Iteration 38Q: 3 clusters Score -1.570534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -15705331.000000 Penalty: 5717.032715
	Iteration 39Q: 3 clusters Score -1.570533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -15705339.000000 Penalty: 5717.032715
	Iteration 40F: 3 clusters Score -1.570534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -15705343.000000 Penalty: 5717.032715
	Iteration 41Q: 3 clusters Score -1.570534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -15705333.000000 Penalty: 5717.032715
	Iteration 42Q: 3 clusters Score -1.570533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -15705342.000000 Penalty: 5717.032715
	Iteration 43Q: 3 clusters Score -1.570534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -15705335.000000 Penalty: 5717.032715
	Iteration 44Q: 3 clusters Score -1.570534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -15705340.000000 Penalty: 5717.032715
	Iteration 45Q: 3 clusters Score -1.570534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -15705348.000000 Penalty: 5717.032715
	Iteration 46Q: 3 clusters Score -1.570535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -15705345.000000 Penalty: 5717.032715
	Iteration 47Q: 3 clusters Score -1.570534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -15705355.000000 Penalty: 5717.032715
	Iteration 48Q: 3 clusters Score -1.570536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -15705359.000000 Penalty: 5717.032715
	Iteration 49Q: 3 clusters Score -1.570536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -15705359.000000 Penalty: 5717.032715
	Iteration 50F: 3 clusters Score -1.570536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Entering Unmasked Estep 
Score: -7362743.000000 Penalty: 2671.932861
	Iteration 0F: 2 clusters Score -7362743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -7330660.000000 Penalty: 5343.865723
	Iteration 0F: 3 clusters Score -7330660 nChanged 22046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7342610.500000 Penalty: 5343.865723
	Iteration 1F: 3 clusters Score -7342610 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7343198.000000 Penalty: 5343.865723
	Iteration 2Q: 3 clusters Score -7343198 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -7343824.500000 Penalty: 5343.865723
	Iteration 3Q: 3 clusters Score -7343824 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -7344483.000000 Penalty: 5343.865723
	Iteration 4Q: 3 clusters Score -7344483 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7345215.000000 Penalty: 5343.865723
	Iteration 5Q: 3 clusters Score -7345215 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -7346213.500000 Penalty: 5343.865723
	Iteration 6Q: 3 clusters Score -7346214 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -7347534.500000 Penalty: 5343.865723
	Iteration 7Q: 3 clusters Score -7347534 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -7349308.500000 Penalty: 5343.865723
	Iteration 8F: 3 clusters Score -7349308 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -7351325.500000 Penalty: 5343.865723
	Iteration 9F: 3 clusters Score -7351326 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -7353054.000000 Penalty: 5343.865723
	Iteration 10F: 3 clusters Score -7353054 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -7354101.000000 Penalty: 5343.865723
	Iteration 11Q: 3 clusters Score -7354101 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -7354659.500000 Penalty: 5343.865723
	Iteration 12Q: 3 clusters Score -7354660 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -7355081.000000 Penalty: 5343.865723
	Iteration 13Q: 3 clusters Score -7355081 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -7355387.500000 Penalty: 5343.865723
	Iteration 14Q: 3 clusters Score -7355388 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -7355747.000000 Penalty: 5343.865723
	Iteration 15Q: 3 clusters Score -7355747 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7356015.000000 Penalty: 5343.865723
	Iteration 16Q: 3 clusters Score -7356015 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -7356286.500000 Penalty: 5343.865723
	Iteration 17Q: 3 clusters Score -7356286 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -7356576.000000 Penalty: 5343.865723
	Iteration 18Q: 3 clusters Score -7356576 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -7356791.000000 Penalty: 5343.865723
	Iteration 19Q: 3 clusters Score -7356791 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -7357058.500000 Penalty: 5343.865723
	Iteration 20F: 3 clusters Score -7357058 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -7357212.500000 Penalty: 5343.865723
	Iteration 21Q: 3 clusters Score -7357212 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -7357358.000000 Penalty: 5343.865723
	Iteration 22Q: 3 clusters Score -7357358 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -7357508.500000 Penalty: 5343.865723
	Iteration 23Q: 3 clusters Score -7357508 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7357642.500000 Penalty: 5343.865723
	Iteration 24Q: 3 clusters Score -7357642 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -7357746.000000 Penalty: 5343.865723
	Iteration 25Q: 3 clusters Score -7357746 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -7357902.000000 Penalty: 5343.865723
	Iteration 26Q: 3 clusters Score -7357902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7357974.000000 Penalty: 5343.865723
	Iteration 27Q: 3 clusters Score -7357974 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7358099.000000 Penalty: 5343.865723
	Iteration 28Q: 3 clusters Score -7358099 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -7358224.000000 Penalty: 5343.865723
	Iteration 29Q: 3 clusters Score -7358224 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7358313.500000 Penalty: 5343.865723
	Iteration 30Q: 3 clusters Score -7358314 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -7358410.500000 Penalty: 5343.865723
	Iteration 31Q: 3 clusters Score -7358410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -7358494.000000 Penalty: 5343.865723
	Iteration 32Q: 3 clusters Score -7358494 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -7358560.500000 Penalty: 5343.865723
	Iteration 33Q: 3 clusters Score -7358560 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -7358692.000000 Penalty: 5343.865723
	Iteration 34Q: 3 clusters Score -7358692 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7358804.000000 Penalty: 5343.865723
	Iteration 35Q: 3 clusters Score -7358804 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -7358902.500000 Penalty: 5343.865723
	Iteration 36Q: 3 clusters Score -7358902 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7358975.500000 Penalty: 5343.865723
	Iteration 37Q: 3 clusters Score -7358976 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -7359041.500000 Penalty: 5343.865723
	Iteration 38Q: 3 clusters Score -7359042 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7359118.500000 Penalty: 5343.865723
	Iteration 39Q: 3 clusters Score -7359118 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -7359195.000000 Penalty: 5343.865723
	Iteration 40F: 3 clusters Score -7359195 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7359285.500000 Penalty: 5343.865723
	Iteration 41Q: 3 clusters Score -7359286 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7359337.000000 Penalty: 5343.865723
	Iteration 42Q: 3 clusters Score -7359337 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7359443.000000 Penalty: 5343.865723
	Iteration 43Q: 3 clusters Score -7359443 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7359518.500000 Penalty: 5343.865723
	Iteration 44Q: 3 clusters Score -7359518 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7359594.000000 Penalty: 5343.865723
	Iteration 45Q: 3 clusters Score -7359594 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -7359676.000000 Penalty: 5343.865723
	Iteration 46Q: 3 clusters Score -7359676 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7359744.500000 Penalty: 5343.865723
	Iteration 47Q: 3 clusters Score -7359744 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7359829.500000 Penalty: 5343.865723
	Iteration 48Q: 3 clusters Score -7359830 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7359914.500000 Penalty: 5343.865723
	Iteration 49Q: 3 clusters Score -7359914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -7359978.000000 Penalty: 5343.865723
	Iteration 50Q: 3 clusters Score -7359978 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -7360034.500000 Penalty: 5343.865723
	Iteration 51Q: 3 clusters Score -7360034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7360080.500000 Penalty: 5343.865723
	Iteration 52Q: 3 clusters Score -7360080 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -7360182.500000 Penalty: 5343.865723
	Iteration 53Q: 3 clusters Score -7360182 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7360227.000000 Penalty: 5343.865723
	Iteration 54Q: 3 clusters Score -7360227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -7360274.000000 Penalty: 5343.865723
	Iteration 55Q: 3 clusters Score -7360274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -7360328.500000 Penalty: 5343.865723
	Iteration 56Q: 3 clusters Score -7360328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7360381.500000 Penalty: 5343.865723
	Iteration 57Q: 3 clusters Score -7360382 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -7360390.000000 Penalty: 5343.865723
	Iteration 58Q: 3 clusters Score -7360390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -7360444.000000 Penalty: 5343.865723
	Iteration 59Q: 3 clusters Score -7360444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -7360494.000000 Penalty: 5343.865723
	Iteration 60F: 3 clusters Score -7360494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7360519.500000 Penalty: 5343.865723
	Iteration 61Q: 3 clusters Score -7360520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -7360538.000000 Penalty: 5343.865723
	Iteration 62Q: 3 clusters Score -7360538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -7360555.000000 Penalty: 5343.865723
	Iteration 63Q: 3 clusters Score -7360555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -7360574.500000 Penalty: 5343.865723
	Iteration 64Q: 3 clusters Score -7360574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -7360589.000000 Penalty: 5343.865723
	Iteration 65Q: 3 clusters Score -7360589 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -7360617.000000 Penalty: 5343.865723
	Iteration 66Q: 3 clusters Score -7360617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -7360634.500000 Penalty: 5343.865723
	Iteration 67Q: 3 clusters Score -7360634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -7360627.500000 Penalty: 5343.865723
	Iteration 68Q: 3 clusters Score -7360628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -7360640.000000 Penalty: 5343.865723
	Iteration 69Q: 3 clusters Score -7360640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -7360654.500000 Penalty: 5343.865723
	Iteration 70Q: 3 clusters Score -7360654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7360698.000000 Penalty: 5343.865723
	Iteration 71Q: 3 clusters Score -7360698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7360725.500000 Penalty: 5343.865723
	Iteration 72Q: 3 clusters Score -7360726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -7360748.500000 Penalty: 5343.865723
	Iteration 73Q: 3 clusters Score -7360748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -7360759.500000 Penalty: 5343.865723
	Iteration 74Q: 3 clusters Score -7360760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -7360764.000000 Penalty: 5343.865723
	Iteration 75Q: 3 clusters Score -7360764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -7360782.500000 Penalty: 5343.865723
	Iteration 76Q: 3 clusters Score -7360782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -7360797.000000 Penalty: 5343.865723
	Iteration 77Q: 3 clusters Score -7360797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -7360794.000000 Penalty: 5343.865723
	Iteration 78Q: 3 clusters Score -7360794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -7360804.000000 Penalty: 5343.865723
	Iteration 79Q: 3 clusters Score -7360804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -7360796.000000 Penalty: 5343.865723
	Iteration 80F: 3 clusters Score -7360796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -7360798.000000 Penalty: 5343.865723
	Iteration 81Q: 3 clusters Score -7360798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -7360807.500000 Penalty: 5343.865723
	Iteration 82Q: 3 clusters Score -7360808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -7360819.500000 Penalty: 5343.865723
	Iteration 83Q: 3 clusters Score -7360820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -7360823.500000 Penalty: 5343.865723
	Iteration 84Q: 3 clusters Score -7360824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -7360834.500000 Penalty: 5343.865723
	Iteration 85Q: 3 clusters Score -7360834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -7360830.500000 Penalty: 5343.865723
	Iteration 86Q: 3 clusters Score -7360830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -7360838.500000 Penalty: 5343.865723
	Iteration 87Q: 3 clusters Score -7360838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -7360829.000000 Penalty: 5343.865723
	Iteration 88Q: 3 clusters Score -7360829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -7360836.000000 Penalty: 5343.865723
	Iteration 89Q: 3 clusters Score -7360836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -7360830.000000 Penalty: 5343.865723
	Iteration 90Q: 3 clusters Score -7360830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -7360834.500000 Penalty: 5343.865723
	Iteration 91Q: 3 clusters Score -7360834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -7360843.000000 Penalty: 5343.865723
	Iteration 92Q: 3 clusters Score -7360843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -7360851.000000 Penalty: 5343.865723
	Iteration 93Q: 3 clusters Score -7360851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -7360838.000000 Penalty: 5343.865723
	Iteration 94Q: 3 clusters Score -7360838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -7360837.000000 Penalty: 5343.865723
	Iteration 95Q: 3 clusters Score -7360837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -7360842.500000 Penalty: 5343.865723
	Iteration 96Q: 3 clusters Score -7360842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -7360841.500000 Penalty: 5343.865723
	Iteration 97Q: 3 clusters Score -7360842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -7360841.500000 Penalty: 5343.865723
	Iteration 98Q: 3 clusters Score -7360842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -7360842.000000 Penalty: 5343.865723
	Iteration 99Q: 3 clusters Score -7360842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -7360840.000000 Penalty: 5343.865723
	Iteration 100F: 3 clusters Score -7360840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -7360839.500000 Penalty: 5343.865723
	Iteration 101Q: 3 clusters Score -7360840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7360847.000000 Penalty: 5343.865723
	Iteration 102Q: 3 clusters Score -7360847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 103Q: 3 clusters Score -7360839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -7360844.000000 Penalty: 5343.865723
	Iteration 104Q: 3 clusters Score -7360844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 105Q: 3 clusters Score -7360839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 106Q: 3 clusters Score -7360839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 107Q: 3 clusters Score -7360839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -7360836.000000 Penalty: 5343.865723
	Iteration 108Q: 3 clusters Score -7360836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 109Q: 3 clusters Score -7360839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -7360839.000000 Penalty: 5343.865723
	Iteration 110F: 3 clusters Score -7360839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83816.671875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83816.67 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84448.718750 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84448.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84837.375000 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -84837.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85194.000000 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85482.937500 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -85482.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85649.414062 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85649.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85743.820312 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85743.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85954.851562 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85954.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85955.632812 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -85955.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85955.632812 Penalty: 3225.383789
	Iteration 9F: 3 clusters Score -85955.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69295 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 104549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777712.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137778832.000000 to -137777712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Entering Unmasked Estep 
Score: -5732335.000000 Penalty: 2615.362305
	Iteration 0F: 2 clusters Score -5732335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5706491.000000 Penalty: 5230.724609
	Iteration 0F: 3 clusters Score -5706491 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -5715908.500000 Penalty: 5230.724609
	Iteration 1F: 3 clusters Score -5715908 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5716466.000000 Penalty: 5230.724609
	Iteration 2Q: 3 clusters Score -5716466 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5717189.500000 Penalty: 5230.724609
	Iteration 3Q: 3 clusters Score -5717190 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5718123.500000 Penalty: 5230.724609
	Iteration 4F: 3 clusters Score -5718124 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -5719535.000000 Penalty: 5230.724609
	Iteration 5F: 3 clusters Score -5719535 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5721622.500000 Penalty: 5230.724609
	Iteration 6F: 3 clusters Score -5721622 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5724174.500000 Penalty: 5230.724609
	Iteration 7F: 3 clusters Score -5724174 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -5726628.500000 Penalty: 5230.724609
	Iteration 8F: 3 clusters Score -5726628 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -5728358.000000 Penalty: 5230.724609
	Iteration 9Q: 3 clusters Score -5728358 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5729261.500000 Penalty: 5230.724609
	Iteration 10Q: 3 clusters Score -5729262 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5729705.500000 Penalty: 5230.724609
	Iteration 11Q: 3 clusters Score -5729706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5729901.000000 Penalty: 5230.724609
	Iteration 12Q: 3 clusters Score -5729901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5729980.000000 Penalty: 5230.724609
	Iteration 13Q: 3 clusters Score -5729980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5730011.000000 Penalty: 5230.724609
	Iteration 14Q: 3 clusters Score -5730011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5730024.000000 Penalty: 5230.724609
	Iteration 15Q: 3 clusters Score -5730024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5730043.500000 Penalty: 5230.724609
	Iteration 16Q: 3 clusters Score -5730044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5730051.500000 Penalty: 5230.724609
	Iteration 17Q: 3 clusters Score -5730052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5730068.000000 Penalty: 5230.724609
	Iteration 18Q: 3 clusters Score -5730068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5730082.000000 Penalty: 5230.724609
	Iteration 19Q: 3 clusters Score -5730082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5730079.500000 Penalty: 5230.724609
	Iteration 20F: 3 clusters Score -5730080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5730084.500000 Penalty: 5230.724609
	Iteration 21Q: 3 clusters Score -5730084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5730084.500000 Penalty: 5230.724609
	Iteration 22F: 3 clusters Score -5730084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Entering Unmasked Estep 
Score: -12646445.000000 Penalty: 2805.790039
	Iteration 0F: 2 clusters Score -1.264644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -12591981.000000 Penalty: 5611.580078
	Iteration 0F: 3 clusters Score -1.259198e+07 nChanged 38466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -12614134.000000 Penalty: 5611.580078
	Iteration 1F: 3 clusters Score -1.261413e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -12614894.000000 Penalty: 5611.580078
	Iteration 2Q: 3 clusters Score -1.261489e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -12615947.000000 Penalty: 5611.580078
	Iteration 3Q: 3 clusters Score -1.261595e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -12617514.000000 Penalty: 5611.580078
	Iteration 4Q: 3 clusters Score -1.261751e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -12620473.000000 Penalty: 5611.580078
	Iteration 5F: 3 clusters Score -1.262047e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -12625205.000000 Penalty: 5611.580078
	Iteration 6F: 3 clusters Score -1.26252e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -12631503.000000 Penalty: 5611.580078
	Iteration 7F: 3 clusters Score -1.26315e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -12637543.000000 Penalty: 5611.580078
	Iteration 8F: 3 clusters Score -1.263754e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -12641415.000000 Penalty: 5611.580078
	Iteration 9Q: 3 clusters Score -1.264142e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -12643333.000000 Penalty: 5611.580078
	Iteration 10Q: 3 clusters Score -1.264333e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12644121.000000 Penalty: 5611.580078
	Iteration 11Q: 3 clusters Score -1.264412e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12644426.000000 Penalty: 5611.580078
	Iteration 12Q: 3 clusters Score -1.264443e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12644581.000000 Penalty: 5611.580078
	Iteration 13Q: 3 clusters Score -1.264458e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12644676.000000 Penalty: 5611.580078
	Iteration 14Q: 3 clusters Score -1.264468e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12644679.000000 Penalty: 5611.580078
	Iteration 15Q: 3 clusters Score -1.264468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12644691.000000 Penalty: 5611.580078
	Iteration 16Q: 3 clusters Score -1.264469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12644703.000000 Penalty: 5611.580078
	Iteration 17Q: 3 clusters Score -1.26447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12644720.000000 Penalty: 5611.580078
	Iteration 18Q: 3 clusters Score -1.264472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12644725.000000 Penalty: 5611.580078
	Iteration 19Q: 3 clusters Score -1.264472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12644734.000000 Penalty: 5611.580078
	Iteration 20F: 3 clusters Score -1.264473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12644734.000000 Penalty: 5611.580078
	Iteration 21Q: 3 clusters Score -1.264473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12644725.000000 Penalty: 5611.580078
	Iteration 22Q: 3 clusters Score -1.264472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12644727.000000 Penalty: 5611.580078
	Iteration 23Q: 3 clusters Score -1.264473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12644734.000000 Penalty: 5611.580078
	Iteration 24Q: 3 clusters Score -1.264473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12644735.000000 Penalty: 5611.580078
	Iteration 25Q: 3 clusters Score -1.264474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12644746.000000 Penalty: 5611.580078
	Iteration 26Q: 3 clusters Score -1.264475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12644746.000000 Penalty: 5611.580078
	Iteration 27Q: 3 clusters Score -1.264475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12644743.000000 Penalty: 5611.580078
	Iteration 28Q: 3 clusters Score -1.264474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12644748.000000 Penalty: 5611.580078
	Iteration 29Q: 3 clusters Score -1.264475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12644738.000000 Penalty: 5611.580078
	Iteration 30Q: 3 clusters Score -1.264474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12644741.000000 Penalty: 5611.580078
	Iteration 31Q: 3 clusters Score -1.264474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12644747.000000 Penalty: 5611.580078
	Iteration 32Q: 3 clusters Score -1.264475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12644747.000000 Penalty: 5611.580078
	Iteration 33F: 3 clusters Score -1.264475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Entering Unmasked Estep 
Score: -6084778.500000 Penalty: 2630.506836
	Iteration 0F: 2 clusters Score -6084778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -6057473.500000 Penalty: 5261.013672
	Iteration 0F: 3 clusters Score -6057474 nChanged 18428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -6067494.500000 Penalty: 5261.013672
	Iteration 1F: 3 clusters Score -6067494 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -6068059.000000 Penalty: 5261.013672
	Iteration 2Q: 3 clusters Score -6068059 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -6068589.500000 Penalty: 5261.013672
	Iteration 3Q: 3 clusters Score -6068590 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6069192.500000 Penalty: 5261.013672
	Iteration 4Q: 3 clusters Score -6069192 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6069939.000000 Penalty: 5261.013672
	Iteration 5Q: 3 clusters Score -6069939 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6070846.500000 Penalty: 5261.013672
	Iteration 6Q: 3 clusters Score -6070846 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6072044.000000 Penalty: 5261.013672
	Iteration 7F: 3 clusters Score -6072044 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6073468.500000 Penalty: 5261.013672
	Iteration 8F: 3 clusters Score -6073468 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6075203.500000 Penalty: 5261.013672
	Iteration 9F: 3 clusters Score -6075204 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -6076855.000000 Penalty: 5261.013672
	Iteration 10F: 3 clusters Score -6076855 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -6078166.000000 Penalty: 5261.013672
	Iteration 11Q: 3 clusters Score -6078166 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -6079142.000000 Penalty: 5261.013672
	Iteration 12Q: 3 clusters Score -6079142 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6079905.500000 Penalty: 5261.013672
	Iteration 13Q: 3 clusters Score -6079906 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -6080562.500000 Penalty: 5261.013672
	Iteration 14Q: 3 clusters Score -6080562 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -6081123.500000 Penalty: 5261.013672
	Iteration 15Q: 3 clusters Score -6081124 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -6081497.500000 Penalty: 5261.013672
	Iteration 16Q: 3 clusters Score -6081498 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -6081812.500000 Penalty: 5261.013672
	Iteration 17Q: 3 clusters Score -6081812 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -6082036.000000 Penalty: 5261.013672
	Iteration 18Q: 3 clusters Score -6082036 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6082215.000000 Penalty: 5261.013672
	Iteration 19Q: 3 clusters Score -6082215 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6082373.500000 Penalty: 5261.013672
	Iteration 20F: 3 clusters Score -6082374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -6082489.500000 Penalty: 5261.013672
	Iteration 21Q: 3 clusters Score -6082490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -6082577.000000 Penalty: 5261.013672
	Iteration 22Q: 3 clusters Score -6082577 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -6082643.500000 Penalty: 5261.013672
	Iteration 23Q: 3 clusters Score -6082644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -6082700.500000 Penalty: 5261.013672
	Iteration 24Q: 3 clusters Score -6082700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -6082737.500000 Penalty: 5261.013672
	Iteration 25Q: 3 clusters Score -6082738 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -6082768.000000 Penalty: 5261.013672
	Iteration 26Q: 3 clusters Score -6082768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -6082796.000000 Penalty: 5261.013672
	Iteration 27Q: 3 clusters Score -6082796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -6082816.000000 Penalty: 5261.013672
	Iteration 28Q: 3 clusters Score -6082816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -6082828.000000 Penalty: 5261.013672
	Iteration 29Q: 3 clusters Score -6082828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6082840.000000 Penalty: 5261.013672
	Iteration 30Q: 3 clusters Score -6082840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6082846.500000 Penalty: 5261.013672
	Iteration 31Q: 3 clusters Score -6082846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -6082863.500000 Penalty: 5261.013672
	Iteration 32Q: 3 clusters Score -6082864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -6082869.500000 Penalty: 5261.013672
	Iteration 33Q: 3 clusters Score -6082870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -6082876.000000 Penalty: 5261.013672
	Iteration 34Q: 3 clusters Score -6082876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -6082887.000000 Penalty: 5261.013672
	Iteration 35Q: 3 clusters Score -6082887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -6082895.500000 Penalty: 5261.013672
	Iteration 36Q: 3 clusters Score -6082896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -6082896.000000 Penalty: 5261.013672
	Iteration 37Q: 3 clusters Score -6082896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -6082901.000000 Penalty: 5261.013672
	Iteration 38Q: 3 clusters Score -6082901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -6082904.500000 Penalty: 5261.013672
	Iteration 39Q: 3 clusters Score -6082904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -6082905.000000 Penalty: 5261.013672
	Iteration 40F: 3 clusters Score -6082905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -6082903.000000 Penalty: 5261.013672
	Iteration 41Q: 3 clusters Score -6082903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -6082909.000000 Penalty: 5261.013672
	Iteration 42Q: 3 clusters Score -6082909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -6082900.000000 Penalty: 5261.013672
	Iteration 43Q: 3 clusters Score -6082900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -6082907.000000 Penalty: 5261.013672
	Iteration 44Q: 3 clusters Score -6082907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -6082908.500000 Penalty: 5261.013672
	Iteration 45Q: 3 clusters Score -6082908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -6082905.000000 Penalty: 5261.013672
	Iteration 46Q: 3 clusters Score -6082905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -6082913.000000 Penalty: 5261.013672
	Iteration 47Q: 3 clusters Score -6082913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -6082915.000000 Penalty: 5261.013672
	Iteration 48Q: 3 clusters Score -6082915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -6082920.000000 Penalty: 5261.013672
	Iteration 49Q: 3 clusters Score -6082920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -6082915.000000 Penalty: 5261.013672
	Iteration 50Q: 3 clusters Score -6082915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -6082908.500000 Penalty: 5261.013672
	Iteration 51Q: 3 clusters Score -6082908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -6082916.500000 Penalty: 5261.013672
	Iteration 52Q: 3 clusters Score -6082916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -6082909.000000 Penalty: 5261.013672
	Iteration 53Q: 3 clusters Score -6082909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6082904.500000 Penalty: 5261.013672
	Iteration 54Q: 3 clusters Score -6082904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6082908.500000 Penalty: 5261.013672
	Iteration 55Q: 3 clusters Score -6082908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6082908.500000 Penalty: 5261.013672
	Iteration 56F: 3 clusters Score -6082908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Entering Unmasked Estep 
Score: -10648489.000000 Penalty: 2764.239746
	Iteration 0F: 2 clusters Score -1.064849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -10602106.000000 Penalty: 5528.479492
	Iteration 0F: 3 clusters Score -1.060211e+07 nChanged 32411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -10620447.000000 Penalty: 5528.479492
	Iteration 1F: 3 clusters Score -1.062045e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -10621516.000000 Penalty: 5528.479492
	Iteration 2Q: 3 clusters Score -1.062152e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -10622822.000000 Penalty: 5528.479492
	Iteration 3Q: 3 clusters Score -1.062282e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -10624729.000000 Penalty: 5528.479492
	Iteration 4F: 3 clusters Score -1.062473e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -10627416.000000 Penalty: 5528.479492
	Iteration 5F: 3 clusters Score -1.062742e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -10630443.000000 Penalty: 5528.479492
	Iteration 6F: 3 clusters Score -1.063044e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -10633873.000000 Penalty: 5528.479492
	Iteration 7F: 3 clusters Score -1.063387e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -10636936.000000 Penalty: 5528.479492
	Iteration 8F: 3 clusters Score -1.063694e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -10639243.000000 Penalty: 5528.479492
	Iteration 9Q: 3 clusters Score -1.063924e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -10640804.000000 Penalty: 5528.479492
	Iteration 10Q: 3 clusters Score -1.06408e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -10641779.000000 Penalty: 5528.479492
	Iteration 11Q: 3 clusters Score -1.064178e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -10642438.000000 Penalty: 5528.479492
	Iteration 12Q: 3 clusters Score -1.064244e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -10642916.000000 Penalty: 5528.479492
	Iteration 13Q: 3 clusters Score -1.064292e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -10643387.000000 Penalty: 5528.479492
	Iteration 14Q: 3 clusters Score -1.064339e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -10643795.000000 Penalty: 5528.479492
	Iteration 15Q: 3 clusters Score -1.06438e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -10644128.000000 Penalty: 5528.479492
	Iteration 16Q: 3 clusters Score -1.064413e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -10644517.000000 Penalty: 5528.479492
	Iteration 17Q: 3 clusters Score -1.064452e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -10644870.000000 Penalty: 5528.479492
	Iteration 18Q: 3 clusters Score -1.064487e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -10645160.000000 Penalty: 5528.479492
	Iteration 19Q: 3 clusters Score -1.064516e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -10645397.000000 Penalty: 5528.479492
	Iteration 20F: 3 clusters Score -1.06454e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -10645574.000000 Penalty: 5528.479492
	Iteration 21Q: 3 clusters Score -1.064557e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -10645697.000000 Penalty: 5528.479492
	Iteration 22Q: 3 clusters Score -1.06457e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -10645795.000000 Penalty: 5528.479492
	Iteration 23Q: 3 clusters Score -1.06458e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -10645906.000000 Penalty: 5528.479492
	Iteration 24Q: 3 clusters Score -1.064591e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -10645984.000000 Penalty: 5528.479492
	Iteration 25Q: 3 clusters Score -1.064598e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -10646057.000000 Penalty: 5528.479492
	Iteration 26Q: 3 clusters Score -1.064606e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -10646103.000000 Penalty: 5528.479492
	Iteration 27Q: 3 clusters Score -1.06461e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -10646156.000000 Penalty: 5528.479492
	Iteration 28Q: 3 clusters Score -1.064616e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -10646183.000000 Penalty: 5528.479492
	Iteration 29Q: 3 clusters Score -1.064618e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -10646221.000000 Penalty: 5528.479492
	Iteration 30Q: 3 clusters Score -1.064622e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -10646216.000000 Penalty: 5528.479492
	Iteration 31Q: 3 clusters Score -1.064622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -10646218.000000 Penalty: 5528.479492
	Iteration 32Q: 3 clusters Score -1.064622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -10646232.000000 Penalty: 5528.479492
	Iteration 33Q: 3 clusters Score -1.064623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -10646226.000000 Penalty: 5528.479492
	Iteration 34Q: 3 clusters Score -1.064623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -10646235.000000 Penalty: 5528.479492
	Iteration 35Q: 3 clusters Score -1.064624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -10646258.000000 Penalty: 5528.479492
	Iteration 36Q: 3 clusters Score -1.064626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -10646274.000000 Penalty: 5528.479492
	Iteration 37Q: 3 clusters Score -1.064627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -10646300.000000 Penalty: 5528.479492
	Iteration 38Q: 3 clusters Score -1.06463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -10646310.000000 Penalty: 5528.479492
	Iteration 39Q: 3 clusters Score -1.064631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -10646312.000000 Penalty: 5528.479492
	Iteration 40F: 3 clusters Score -1.064631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -10646327.000000 Penalty: 5528.479492
	Iteration 41Q: 3 clusters Score -1.064633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -10646332.000000 Penalty: 5528.479492
	Iteration 42Q: 3 clusters Score -1.064633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -10646342.000000 Penalty: 5528.479492
	Iteration 43Q: 3 clusters Score -1.064634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -10646349.000000 Penalty: 5528.479492
	Iteration 44Q: 3 clusters Score -1.064635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -10646355.000000 Penalty: 5528.479492
	Iteration 45Q: 3 clusters Score -1.064636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -10646358.000000 Penalty: 5528.479492
	Iteration 46Q: 3 clusters Score -1.064636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -10646355.000000 Penalty: 5528.479492
	Iteration 47Q: 3 clusters Score -1.064636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -10646357.000000 Penalty: 5528.479492
	Iteration 48Q: 3 clusters Score -1.064636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -10646361.000000 Penalty: 5528.479492
	Iteration 49Q: 3 clusters Score -1.064636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -10646362.000000 Penalty: 5528.479492
	Iteration 50Q: 3 clusters Score -1.064636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -10646378.000000 Penalty: 5528.479492
	Iteration 51Q: 3 clusters Score -1.064638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -10646370.000000 Penalty: 5528.479492
	Iteration 52Q: 3 clusters Score -1.064637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -10646368.000000 Penalty: 5528.479492
	Iteration 53Q: 3 clusters Score -1.064637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -10646370.000000 Penalty: 5528.479492
	Iteration 54Q: 3 clusters Score -1.064637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -10646374.000000 Penalty: 5528.479492
	Iteration 55Q: 3 clusters Score -1.064637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -10646392.000000 Penalty: 5528.479492
	Iteration 56Q: 3 clusters Score -1.064639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -10646389.000000 Penalty: 5528.479492
	Iteration 57Q: 3 clusters Score -1.064639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -10646401.000000 Penalty: 5528.479492
	Iteration 58Q: 3 clusters Score -1.06464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -10646406.000000 Penalty: 5528.479492
	Iteration 59Q: 3 clusters Score -1.064641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -10646404.000000 Penalty: 5528.479492
	Iteration 60F: 3 clusters Score -1.06464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -10646401.000000 Penalty: 5528.479492
	Iteration 61Q: 3 clusters Score -1.06464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -10646404.000000 Penalty: 5528.479492
	Iteration 62Q: 3 clusters Score -1.06464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -10646410.000000 Penalty: 5528.479492
	Iteration 63Q: 3 clusters Score -1.064641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -10646406.000000 Penalty: 5528.479492
	Iteration 64Q: 3 clusters Score -1.064641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -10646408.000000 Penalty: 5528.479492
	Iteration 65Q: 3 clusters Score -1.064641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -10646410.000000 Penalty: 5528.479492
	Iteration 66Q: 3 clusters Score -1.064641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -10646408.000000 Penalty: 5528.479492
	Iteration 67Q: 3 clusters Score -1.064641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -10646409.000000 Penalty: 5528.479492
	Iteration 68Q: 3 clusters Score -1.064641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -10646405.000000 Penalty: 5528.479492
	Iteration 69Q: 3 clusters Score -1.06464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -10646412.000000 Penalty: 5528.479492
	Iteration 70Q: 3 clusters Score -1.064641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -10646414.000000 Penalty: 5528.479492
	Iteration 71Q: 3 clusters Score -1.064641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -10646419.000000 Penalty: 5528.479492
	Iteration 72Q: 3 clusters Score -1.064642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -10646419.000000 Penalty: 5528.479492
	Iteration 73F: 3 clusters Score -1.064642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -853691.437500 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -853691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -848658.312500 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -848658.3 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -850090.937500 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -850090.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -850463.687500 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -850463.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -850735.812500 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -850735.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -850981.875000 Penalty: 4298.998535
	Iteration 4F: 3 clusters Score -850981.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -851187.750000 Penalty: 4298.998535
	Iteration 5F: 3 clusters Score -851187.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -851352.687500 Penalty: 4298.998535
	Iteration 6Q: 3 clusters Score -851352.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -851496.187500 Penalty: 4298.998535
	Iteration 7Q: 3 clusters Score -851496.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -851600.375000 Penalty: 4298.998535
	Iteration 8Q: 3 clusters Score -851600.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -851674.937500 Penalty: 4298.998535
	Iteration 9Q: 3 clusters Score -851674.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -851745.812500 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -851745.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -851804.625000 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -851804.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -851849.375000 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -851849.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -851875.187500 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -851875.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -851895.750000 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -851895.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -851916.437500 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -851916.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -851940.062500 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -851940.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -851965.437500 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -851965.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -851986.062500 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -851986.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -852007.312500 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -852007.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -852039.812500 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -852039.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -852080.687500 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -852080.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -852129.125000 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -852129.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -852172.500000 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -852172.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -852220.500000 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -852220.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -852285.250000 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -852285.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -852342.000000 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -852342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -852390.187500 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -852390.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -852425.062500 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -852425.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -852450.750000 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -852450.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -852469.312500 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -852469.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -852486.062500 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -852486.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -852498.437500 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -852498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -852507.000000 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -852507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -852510.625000 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -852510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -852511.437500 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -852511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -852515.437500 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -852515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -852518.500000 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -852518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -852518.937500 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -852518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -852518.125000 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -852518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -852519.625000 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -852519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Entering Unmasked Estep 
Score: -3698181.000000 Penalty: 2519.907227
	Iteration 0F: 2 clusters Score -3698181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3680295.750000 Penalty: 5039.814453
	Iteration 0F: 3 clusters Score -3680296 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3686653.750000 Penalty: 5039.814453
	Iteration 1F: 3 clusters Score -3686654 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3687186.250000 Penalty: 5039.814453
	Iteration 2F: 3 clusters Score -3687186 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3687751.250000 Penalty: 5039.814453
	Iteration 3F: 3 clusters Score -3687751 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3688388.750000 Penalty: 5039.814453
	Iteration 4Q: 3 clusters Score -3688389 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3689118.500000 Penalty: 5039.814453
	Iteration 5F: 3 clusters Score -3689118 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3689866.500000 Penalty: 5039.814453
	Iteration 6F: 3 clusters Score -3689866 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3690664.000000 Penalty: 5039.814453
	Iteration 7F: 3 clusters Score -3690664 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3691425.750000 Penalty: 5039.814453
	Iteration 8F: 3 clusters Score -3691426 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3692206.000000 Penalty: 5039.814453
	Iteration 9Q: 3 clusters Score -3692206 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3692923.750000 Penalty: 5039.814453
	Iteration 10Q: 3 clusters Score -3692924 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3693620.500000 Penalty: 5039.814453
	Iteration 11Q: 3 clusters Score -3693620 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3694266.250000 Penalty: 5039.814453
	Iteration 12Q: 3 clusters Score -3694266 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3694828.250000 Penalty: 5039.814453
	Iteration 13Q: 3 clusters Score -3694828 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3695218.250000 Penalty: 5039.814453
	Iteration 14Q: 3 clusters Score -3695218 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3695492.500000 Penalty: 5039.814453
	Iteration 15Q: 3 clusters Score -3695492 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3695726.250000 Penalty: 5039.814453
	Iteration 16Q: 3 clusters Score -3695726 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3695939.750000 Penalty: 5039.814453
	Iteration 17Q: 3 clusters Score -3695940 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3696114.000000 Penalty: 5039.814453
	Iteration 18Q: 3 clusters Score -3696114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3696273.500000 Penalty: 5039.814453
	Iteration 19Q: 3 clusters Score -3696274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3696378.250000 Penalty: 5039.814453
	Iteration 20F: 3 clusters Score -3696378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3696456.250000 Penalty: 5039.814453
	Iteration 21Q: 3 clusters Score -3696456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3696516.250000 Penalty: 5039.814453
	Iteration 22Q: 3 clusters Score -3696516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3696586.000000 Penalty: 5039.814453
	Iteration 23Q: 3 clusters Score -3696586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3696632.750000 Penalty: 5039.814453
	Iteration 24Q: 3 clusters Score -3696633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3696652.750000 Penalty: 5039.814453
	Iteration 25Q: 3 clusters Score -3696653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3696666.500000 Penalty: 5039.814453
	Iteration 26Q: 3 clusters Score -3696666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3696700.750000 Penalty: 5039.814453
	Iteration 27Q: 3 clusters Score -3696701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3696715.750000 Penalty: 5039.814453
	Iteration 28Q: 3 clusters Score -3696716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3696724.750000 Penalty: 5039.814453
	Iteration 29Q: 3 clusters Score -3696725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3696733.500000 Penalty: 5039.814453
	Iteration 30Q: 3 clusters Score -3696734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3696738.500000 Penalty: 5039.814453
	Iteration 31Q: 3 clusters Score -3696738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3696742.250000 Penalty: 5039.814453
	Iteration 32Q: 3 clusters Score -3696742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3696742.750000 Penalty: 5039.814453
	Iteration 33Q: 3 clusters Score -3696743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3696742.000000 Penalty: 5039.814453
	Iteration 34Q: 3 clusters Score -3696742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3696742.000000 Penalty: 5039.814453
	Iteration 35F: 3 clusters Score -3696742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Entering Unmasked Estep 
Score: -9056112.000000 Penalty: 2720.108887
	Iteration 0F: 2 clusters Score -9056112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -9017210.000000 Penalty: 5440.217773
	Iteration 0F: 3 clusters Score -9017210 nChanged 27018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -9032104.000000 Penalty: 5440.217773
	Iteration 1F: 3 clusters Score -9032104 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -9032659.000000 Penalty: 5440.217773
	Iteration 2Q: 3 clusters Score -9032659 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -9033252.000000 Penalty: 5440.217773
	Iteration 3Q: 3 clusters Score -9033252 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -9033926.000000 Penalty: 5440.217773
	Iteration 4Q: 3 clusters Score -9033926 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -9034686.000000 Penalty: 5440.217773
	Iteration 5Q: 3 clusters Score -9034686 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -9035724.000000 Penalty: 5440.217773
	Iteration 6Q: 3 clusters Score -9035724 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -9037296.000000 Penalty: 5440.217773
	Iteration 7F: 3 clusters Score -9037296 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -9039678.000000 Penalty: 5440.217773
	Iteration 8F: 3 clusters Score -9039678 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -9042957.000000 Penalty: 5440.217773
	Iteration 9F: 3 clusters Score -9042957 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -9046834.000000 Penalty: 5440.217773
	Iteration 10F: 3 clusters Score -9046834 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -9050115.000000 Penalty: 5440.217773
	Iteration 11F: 3 clusters Score -9050115 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -9052110.000000 Penalty: 5440.217773
	Iteration 12Q: 3 clusters Score -9052110 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -9053040.000000 Penalty: 5440.217773
	Iteration 13Q: 3 clusters Score -9053040 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -9053375.000000 Penalty: 5440.217773
	Iteration 14Q: 3 clusters Score -9053375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -9053505.000000 Penalty: 5440.217773
	Iteration 15Q: 3 clusters Score -9053505 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -9053583.000000 Penalty: 5440.217773
	Iteration 16Q: 3 clusters Score -9053583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -9053640.000000 Penalty: 5440.217773
	Iteration 17Q: 3 clusters Score -9053640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -9053673.000000 Penalty: 5440.217773
	Iteration 18Q: 3 clusters Score -9053673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -9053703.000000 Penalty: 5440.217773
	Iteration 19Q: 3 clusters Score -9053703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -9053717.000000 Penalty: 5440.217773
	Iteration 20F: 3 clusters Score -9053717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -9053732.000000 Penalty: 5440.217773
	Iteration 21Q: 3 clusters Score -9053732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -9053737.000000 Penalty: 5440.217773
	Iteration 22Q: 3 clusters Score -9053737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -9053733.000000 Penalty: 5440.217773
	Iteration 23Q: 3 clusters Score -9053733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -9053737.000000 Penalty: 5440.217773
	Iteration 24Q: 3 clusters Score -9053737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -9053735.000000 Penalty: 5440.217773
	Iteration 25Q: 3 clusters Score -9053735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -9053739.000000 Penalty: 5440.217773
	Iteration 26Q: 3 clusters Score -9053739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -9053739.000000 Penalty: 5440.217773
	Iteration 27F: 3 clusters Score -9053739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Entering Unmasked Estep 
Score: -15653796.000000 Penalty: 2858.995605
	Iteration 0F: 2 clusters Score -1.56538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -15586802.000000 Penalty: 5717.991211
	Iteration 0F: 3 clusters Score -1.55868e+07 nChanged 47990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -15614658.000000 Penalty: 5717.991211
	Iteration 1F: 3 clusters Score -1.561466e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -15615751.000000 Penalty: 5717.991211
	Iteration 2Q: 3 clusters Score -1.561575e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -15617317.000000 Penalty: 5717.991211
	Iteration 3Q: 3 clusters Score -1.561732e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -15619368.000000 Penalty: 5717.991211
	Iteration 4Q: 3 clusters Score -1.561937e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -15622061.000000 Penalty: 5717.991211
	Iteration 5Q: 3 clusters Score -1.562206e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -15625223.000000 Penalty: 5717.991211
	Iteration 6F: 3 clusters Score -1.562522e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -15628944.000000 Penalty: 5717.991211
	Iteration 7F: 3 clusters Score -1.562894e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -15632971.000000 Penalty: 5717.991211
	Iteration 8F: 3 clusters Score -1.563297e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -15636972.000000 Penalty: 5717.991211
	Iteration 9F: 3 clusters Score -1.563697e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -15640410.000000 Penalty: 5717.991211
	Iteration 10Q: 3 clusters Score -1.564041e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -15643218.000000 Penalty: 5717.991211
	Iteration 11Q: 3 clusters Score -1.564322e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -15645543.000000 Penalty: 5717.991211
	Iteration 12Q: 3 clusters Score -1.564554e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -15647102.000000 Penalty: 5717.991211
	Iteration 13Q: 3 clusters Score -1.56471e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -15648331.000000 Penalty: 5717.991211
	Iteration 14Q: 3 clusters Score -1.564833e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -15649163.000000 Penalty: 5717.991211
	Iteration 15Q: 3 clusters Score -1.564916e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -15649729.000000 Penalty: 5717.991211
	Iteration 16Q: 3 clusters Score -1.564973e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -15650112.000000 Penalty: 5717.991211
	Iteration 17Q: 3 clusters Score -1.565011e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -15650405.000000 Penalty: 5717.991211
	Iteration 18Q: 3 clusters Score -1.56504e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -15650661.000000 Penalty: 5717.991211
	Iteration 19Q: 3 clusters Score -1.565066e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -15650852.000000 Penalty: 5717.991211
	Iteration 20F: 3 clusters Score -1.565085e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -15650955.000000 Penalty: 5717.991211
	Iteration 21Q: 3 clusters Score -1.565096e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -15651022.000000 Penalty: 5717.991211
	Iteration 22Q: 3 clusters Score -1.565102e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -15651142.000000 Penalty: 5717.991211
	Iteration 23Q: 3 clusters Score -1.565114e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -15651238.000000 Penalty: 5717.991211
	Iteration 24Q: 3 clusters Score -1.565124e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 100221 members 
Entering Unmasked Estep 
Score: -15651271.000000 Penalty: 5717.991211
	Iteration 25Q: 3 clusters Score -1.565127e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -15651295.000000 Penalty: 5717.991211
	Iteration 26Q: 3 clusters Score -1.56513e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -15651330.000000 Penalty: 5717.991211
	Iteration 27Q: 3 clusters Score -1.565133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -15651356.000000 Penalty: 5717.991211
	Iteration 28Q: 3 clusters Score -1.565136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -15651370.000000 Penalty: 5717.991211
	Iteration 29Q: 3 clusters Score -1.565137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -15651384.000000 Penalty: 5717.991211
	Iteration 30Q: 3 clusters Score -1.565138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -15651387.000000 Penalty: 5717.991211
	Iteration 31Q: 3 clusters Score -1.565139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -15651404.000000 Penalty: 5717.991211
	Iteration 32Q: 3 clusters Score -1.56514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -15651403.000000 Penalty: 5717.991211
	Iteration 33Q: 3 clusters Score -1.56514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -15651409.000000 Penalty: 5717.991211
	Iteration 34Q: 3 clusters Score -1.565141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -15651414.000000 Penalty: 5717.991211
	Iteration 35Q: 3 clusters Score -1.565141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -15651412.000000 Penalty: 5717.991211
	Iteration 36Q: 3 clusters Score -1.565141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -15651419.000000 Penalty: 5717.991211
	Iteration 37Q: 3 clusters Score -1.565142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -15651417.000000 Penalty: 5717.991211
	Iteration 38Q: 3 clusters Score -1.565142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -15651417.000000 Penalty: 5717.991211
	Iteration 39F: 3 clusters Score -1.565142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Entering Unmasked Estep 
Score: -15939226.000000 Penalty: 2864.050781
	Iteration 0F: 2 clusters Score -1.593923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -15871269.000000 Penalty: 5728.101562
	Iteration 0F: 3 clusters Score -1.587127e+07 nChanged 49004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -15899333.000000 Penalty: 5728.101562
	Iteration 1F: 3 clusters Score -1.589933e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -15900119.000000 Penalty: 5728.101562
	Iteration 2Q: 3 clusters Score -1.590012e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -15901116.000000 Penalty: 5728.101562
	Iteration 3Q: 3 clusters Score -1.590112e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -15902560.000000 Penalty: 5728.101562
	Iteration 4Q: 3 clusters Score -1.590256e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -15904660.000000 Penalty: 5728.101562
	Iteration 5Q: 3 clusters Score -1.590466e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -15907729.000000 Penalty: 5728.101562
	Iteration 6F: 3 clusters Score -1.590773e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -15911871.000000 Penalty: 5728.101562
	Iteration 7F: 3 clusters Score -1.591187e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -15917004.000000 Penalty: 5728.101562
	Iteration 8F: 3 clusters Score -1.5917e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -15922387.000000 Penalty: 5728.101562
	Iteration 9F: 3 clusters Score -1.592239e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -15926838.000000 Penalty: 5728.101562
	Iteration 10F: 3 clusters Score -1.592684e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -15929779.000000 Penalty: 5728.101562
	Iteration 11Q: 3 clusters Score -1.592978e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -15931440.000000 Penalty: 5728.101562
	Iteration 12Q: 3 clusters Score -1.593144e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -15932575.000000 Penalty: 5728.101562
	Iteration 13Q: 3 clusters Score -1.593258e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -15933396.000000 Penalty: 5728.101562
	Iteration 14Q: 3 clusters Score -1.59334e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -15934221.000000 Penalty: 5728.101562
	Iteration 15Q: 3 clusters Score -1.593422e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -15934905.000000 Penalty: 5728.101562
	Iteration 16Q: 3 clusters Score -1.59349e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -15935461.000000 Penalty: 5728.101562
	Iteration 17Q: 3 clusters Score -1.593546e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -15935889.000000 Penalty: 5728.101562
	Iteration 18Q: 3 clusters Score -1.593589e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -15936227.000000 Penalty: 5728.101562
	Iteration 19Q: 3 clusters Score -1.593623e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -15936605.000000 Penalty: 5728.101562
	Iteration 20F: 3 clusters Score -1.59366e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -15936808.000000 Penalty: 5728.101562
	Iteration 21Q: 3 clusters Score -1.593681e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -15936986.000000 Penalty: 5728.101562
	Iteration 22Q: 3 clusters Score -1.593699e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -15937132.000000 Penalty: 5728.101562
	Iteration 23Q: 3 clusters Score -1.593713e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -15937219.000000 Penalty: 5728.101562
	Iteration 24Q: 3 clusters Score -1.593722e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -15937361.000000 Penalty: 5728.101562
	Iteration 25Q: 3 clusters Score -1.593736e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -15937440.000000 Penalty: 5728.101562
	Iteration 26Q: 3 clusters Score -1.593744e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -15937493.000000 Penalty: 5728.101562
	Iteration 27Q: 3 clusters Score -1.593749e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -15937558.000000 Penalty: 5728.101562
	Iteration 28Q: 3 clusters Score -1.593756e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -15937604.000000 Penalty: 5728.101562
	Iteration 29Q: 3 clusters Score -1.59376e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -15937658.000000 Penalty: 5728.101562
	Iteration 30Q: 3 clusters Score -1.593766e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -15937723.000000 Penalty: 5728.101562
	Iteration 31Q: 3 clusters Score -1.593772e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -15937763.000000 Penalty: 5728.101562
	Iteration 32Q: 3 clusters Score -1.593776e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -15937849.000000 Penalty: 5728.101562
	Iteration 33Q: 3 clusters Score -1.593785e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -15937890.000000 Penalty: 5728.101562
	Iteration 34Q: 3 clusters Score -1.593789e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -15937893.000000 Penalty: 5728.101562
	Iteration 35Q: 3 clusters Score -1.593789e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -15937897.000000 Penalty: 5728.101562
	Iteration 36Q: 3 clusters Score -1.59379e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -15937894.000000 Penalty: 5728.101562
	Iteration 37Q: 3 clusters Score -1.593789e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -15937898.000000 Penalty: 5728.101562
	Iteration 38Q: 3 clusters Score -1.59379e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -15937849.000000 Penalty: 5728.101562
	Iteration 39Q: 3 clusters Score -1.593785e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -15937888.000000 Penalty: 5728.101562
	Iteration 40F: 3 clusters Score -1.593789e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -15937875.000000 Penalty: 5728.101562
	Iteration 41Q: 3 clusters Score -1.593788e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -15937853.000000 Penalty: 5728.101562
	Iteration 42Q: 3 clusters Score -1.593785e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -15937873.000000 Penalty: 5728.101562
	Iteration 43Q: 3 clusters Score -1.593787e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -15937882.000000 Penalty: 5728.101562
	Iteration 44Q: 3 clusters Score -1.593788e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -15937888.000000 Penalty: 5728.101562
	Iteration 45Q: 3 clusters Score -1.593789e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -15937887.000000 Penalty: 5728.101562
	Iteration 46Q: 3 clusters Score -1.593789e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -15937902.000000 Penalty: 5728.101562
	Iteration 47Q: 3 clusters Score -1.59379e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -15937896.000000 Penalty: 5728.101562
	Iteration 48Q: 3 clusters Score -1.59379e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -15937874.000000 Penalty: 5728.101562
	Iteration 49Q: 3 clusters Score -1.593787e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -15937915.000000 Penalty: 5728.101562
	Iteration 50Q: 3 clusters Score -1.593792e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -15937933.000000 Penalty: 5728.101562
	Iteration 51Q: 3 clusters Score -1.593793e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -15937948.000000 Penalty: 5728.101562
	Iteration 52Q: 3 clusters Score -1.593795e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -15937968.000000 Penalty: 5728.101562
	Iteration 53Q: 3 clusters Score -1.593797e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -15937925.000000 Penalty: 5728.101562
	Iteration 54Q: 3 clusters Score -1.593792e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -15937906.000000 Penalty: 5728.101562
	Iteration 55Q: 3 clusters Score -1.593791e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -15937919.000000 Penalty: 5728.101562
	Iteration 56Q: 3 clusters Score -1.593792e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -15937894.000000 Penalty: 5728.101562
	Iteration 57Q: 3 clusters Score -1.593789e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -15937891.000000 Penalty: 5728.101562
	Iteration 58Q: 3 clusters Score -1.593789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -15937885.000000 Penalty: 5728.101562
	Iteration 59Q: 3 clusters Score -1.593788e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -15937877.000000 Penalty: 5728.101562
	Iteration 60F: 3 clusters Score -1.593788e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -15937863.000000 Penalty: 5728.101562
	Iteration 61Q: 3 clusters Score -1.593786e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -15937879.000000 Penalty: 5728.101562
	Iteration 62Q: 3 clusters Score -1.593788e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -15937902.000000 Penalty: 5728.101562
	Iteration 63Q: 3 clusters Score -1.59379e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -15937880.000000 Penalty: 5728.101562
	Iteration 64Q: 3 clusters Score -1.593788e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -15937880.000000 Penalty: 5728.101562
	Iteration 65Q: 3 clusters Score -1.593788e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -15937886.000000 Penalty: 5728.101562
	Iteration 66Q: 3 clusters Score -1.593789e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -15937853.000000 Penalty: 5728.101562
	Iteration 67Q: 3 clusters Score -1.593785e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -15937843.000000 Penalty: 5728.101562
	Iteration 68Q: 3 clusters Score -1.593784e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -15937800.000000 Penalty: 5728.101562
	Iteration 69Q: 3 clusters Score -1.59378e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -15937818.000000 Penalty: 5728.101562
	Iteration 70Q: 3 clusters Score -1.593782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -15937801.000000 Penalty: 5728.101562
	Iteration 71Q: 3 clusters Score -1.59378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -15937799.000000 Penalty: 5728.101562
	Iteration 72Q: 3 clusters Score -1.59378e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -15937788.000000 Penalty: 5728.101562
	Iteration 73Q: 3 clusters Score -1.593779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -15937794.000000 Penalty: 5728.101562
	Iteration 74Q: 3 clusters Score -1.593779e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -15937801.000000 Penalty: 5728.101562
	Iteration 75Q: 3 clusters Score -1.59378e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -15937787.000000 Penalty: 5728.101562
	Iteration 76Q: 3 clusters Score -1.593779e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -15937774.000000 Penalty: 5728.101562
	Iteration 77Q: 3 clusters Score -1.593777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -15937779.000000 Penalty: 5728.101562
	Iteration 78Q: 3 clusters Score -1.593778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -15937773.000000 Penalty: 5728.101562
	Iteration 79Q: 3 clusters Score -1.593777e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -15937783.000000 Penalty: 5728.101562
	Iteration 80F: 3 clusters Score -1.593778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -15937779.000000 Penalty: 5728.101562
	Iteration 81Q: 3 clusters Score -1.593778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -15937774.000000 Penalty: 5728.101562
	Iteration 82Q: 3 clusters Score -1.593777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -15937767.000000 Penalty: 5728.101562
	Iteration 83Q: 3 clusters Score -1.593777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -15937754.000000 Penalty: 5728.101562
	Iteration 84Q: 3 clusters Score -1.593775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -15937752.000000 Penalty: 5728.101562
	Iteration 85Q: 3 clusters Score -1.593775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -15937746.000000 Penalty: 5728.101562
	Iteration 86Q: 3 clusters Score -1.593775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -15937758.000000 Penalty: 5728.101562
	Iteration 87Q: 3 clusters Score -1.593776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -15937748.000000 Penalty: 5728.101562
	Iteration 88Q: 3 clusters Score -1.593775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -15937746.000000 Penalty: 5728.101562
	Iteration 89Q: 3 clusters Score -1.593775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -15937739.000000 Penalty: 5728.101562
	Iteration 90Q: 3 clusters Score -1.593774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -15937726.000000 Penalty: 5728.101562
	Iteration 91Q: 3 clusters Score -1.593773e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -15937734.000000 Penalty: 5728.101562
	Iteration 92Q: 3 clusters Score -1.593773e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -15937728.000000 Penalty: 5728.101562
	Iteration 93Q: 3 clusters Score -1.593773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -15937689.000000 Penalty: 5728.101562
	Iteration 94Q: 3 clusters Score -1.593769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -15937678.000000 Penalty: 5728.101562
	Iteration 95Q: 3 clusters Score -1.593768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 100298 members 
Entering Unmasked Estep 
Score: -15937696.000000 Penalty: 5728.101562
	Iteration 96Q: 3 clusters Score -1.59377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -15937683.000000 Penalty: 5728.101562
	Iteration 97Q: 3 clusters Score -1.593768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -15937670.000000 Penalty: 5728.101562
	Iteration 98Q: 3 clusters Score -1.593767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -15937660.000000 Penalty: 5728.101562
	Iteration 99Q: 3 clusters Score -1.593766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -15937648.000000 Penalty: 5728.101562
	Iteration 100F: 3 clusters Score -1.593765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -15937642.000000 Penalty: 5728.101562
	Iteration 101Q: 3 clusters Score -1.593764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -15937640.000000 Penalty: 5728.101562
	Iteration 102Q: 3 clusters Score -1.593764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -15937642.000000 Penalty: 5728.101562
	Iteration 103Q: 3 clusters Score -1.593764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -15937643.000000 Penalty: 5728.101562
	Iteration 104Q: 3 clusters Score -1.593764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -15937651.000000 Penalty: 5728.101562
	Iteration 105Q: 3 clusters Score -1.593765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -15937648.000000 Penalty: 5728.101562
	Iteration 106Q: 3 clusters Score -1.593765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -15937642.000000 Penalty: 5728.101562
	Iteration 107Q: 3 clusters Score -1.593764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -15937654.000000 Penalty: 5728.101562
	Iteration 108Q: 3 clusters Score -1.593765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -15937638.000000 Penalty: 5728.101562
	Iteration 109Q: 3 clusters Score -1.593764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -15937644.000000 Penalty: 5728.101562
	Iteration 110Q: 3 clusters Score -1.593764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -15937635.000000 Penalty: 5728.101562
	Iteration 111Q: 3 clusters Score -1.593764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -15937628.000000 Penalty: 5728.101562
	Iteration 112Q: 3 clusters Score -1.593763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -15937634.000000 Penalty: 5728.101562
	Iteration 113Q: 3 clusters Score -1.593763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -15937615.000000 Penalty: 5728.101562
	Iteration 114Q: 3 clusters Score -1.593762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -15937628.000000 Penalty: 5728.101562
	Iteration 115Q: 3 clusters Score -1.593763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -15937615.000000 Penalty: 5728.101562
	Iteration 116Q: 3 clusters Score -1.593762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -15937606.000000 Penalty: 5728.101562
	Iteration 117Q: 3 clusters Score -1.593761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -15937598.000000 Penalty: 5728.101562
	Iteration 118Q: 3 clusters Score -1.59376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -15937589.000000 Penalty: 5728.101562
	Iteration 119Q: 3 clusters Score -1.593759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -15937598.000000 Penalty: 5728.101562
	Iteration 120F: 3 clusters Score -1.59376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -15937591.000000 Penalty: 5728.101562
	Iteration 121Q: 3 clusters Score -1.593759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -15937593.000000 Penalty: 5728.101562
	Iteration 122Q: 3 clusters Score -1.593759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -15937598.000000 Penalty: 5728.101562
	Iteration 123Q: 3 clusters Score -1.59376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -15937605.000000 Penalty: 5728.101562
	Iteration 124Q: 3 clusters Score -1.59376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -15937589.000000 Penalty: 5728.101562
	Iteration 125Q: 3 clusters Score -1.593759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -15937590.000000 Penalty: 5728.101562
	Iteration 126Q: 3 clusters Score -1.593759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -15937589.000000 Penalty: 5728.101562
	Iteration 127Q: 3 clusters Score -1.593759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -15937591.000000 Penalty: 5728.101562
	Iteration 128Q: 3 clusters Score -1.593759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -15937579.000000 Penalty: 5728.101562
	Iteration 129Q: 3 clusters Score -1.593758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -15937581.000000 Penalty: 5728.101562
	Iteration 130Q: 3 clusters Score -1.593758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -15937585.000000 Penalty: 5728.101562
	Iteration 131Q: 3 clusters Score -1.593758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -15937593.000000 Penalty: 5728.101562
	Iteration 132Q: 3 clusters Score -1.593759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15937600.000000 Penalty: 5728.101562
	Iteration 133Q: 3 clusters Score -1.59376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -15937622.000000 Penalty: 5728.101562
	Iteration 134Q: 3 clusters Score -1.593762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -15937594.000000 Penalty: 5728.101562
	Iteration 135Q: 3 clusters Score -1.593759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -15937601.000000 Penalty: 5728.101562
	Iteration 136Q: 3 clusters Score -1.59376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -15937615.000000 Penalty: 5728.101562
	Iteration 137Q: 3 clusters Score -1.593762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -15937613.000000 Penalty: 5728.101562
	Iteration 138Q: 3 clusters Score -1.593761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -15937617.000000 Penalty: 5728.101562
	Iteration 139Q: 3 clusters Score -1.593762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -15937610.000000 Penalty: 5728.101562
	Iteration 140F: 3 clusters Score -1.593761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -15937606.000000 Penalty: 5728.101562
	Iteration 141Q: 3 clusters Score -1.593761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -15937607.000000 Penalty: 5728.101562
	Iteration 142Q: 3 clusters Score -1.593761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -15937606.000000 Penalty: 5728.101562
	Iteration 143Q: 3 clusters Score -1.593761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -15937613.000000 Penalty: 5728.101562
	Iteration 144Q: 3 clusters Score -1.593761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -15937613.000000 Penalty: 5728.101562
	Iteration 145Q: 3 clusters Score -1.593761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -15937618.000000 Penalty: 5728.101562
	Iteration 146Q: 3 clusters Score -1.593762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -15937612.000000 Penalty: 5728.101562
	Iteration 147Q: 3 clusters Score -1.593761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -15937616.000000 Penalty: 5728.101562
	Iteration 148Q: 3 clusters Score -1.593762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -15937605.000000 Penalty: 5728.101562
	Iteration 149Q: 3 clusters Score -1.59376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -15937605.000000 Penalty: 5728.101562
	Iteration 150F: 3 clusters Score -1.59376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Entering Unmasked Estep 
Score: -5904642.500000 Penalty: 2616.000488
	Iteration 0F: 2 clusters Score -5904642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5878756.000000 Penalty: 5232.000977
	Iteration 0F: 3 clusters Score -5878756 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5888119.000000 Penalty: 5232.000977
	Iteration 1F: 3 clusters Score -5888119 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5888637.500000 Penalty: 5232.000977
	Iteration 2Q: 3 clusters Score -5888638 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5889155.500000 Penalty: 5232.000977
	Iteration 3Q: 3 clusters Score -5889156 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5889703.000000 Penalty: 5232.000977
	Iteration 4Q: 3 clusters Score -5889703 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -5890295.500000 Penalty: 5232.000977
	Iteration 5Q: 3 clusters Score -5890296 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5891132.000000 Penalty: 5232.000977
	Iteration 6Q: 3 clusters Score -5891132 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5892290.500000 Penalty: 5232.000977
	Iteration 7F: 3 clusters Score -5892290 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -5893896.000000 Penalty: 5232.000977
	Iteration 8F: 3 clusters Score -5893896 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5895790.000000 Penalty: 5232.000977
	Iteration 9F: 3 clusters Score -5895790 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -5897721.000000 Penalty: 5232.000977
	Iteration 10F: 3 clusters Score -5897721 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -5899349.500000 Penalty: 5232.000977
	Iteration 11F: 3 clusters Score -5899350 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5900555.500000 Penalty: 5232.000977
	Iteration 12Q: 3 clusters Score -5900556 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5901306.000000 Penalty: 5232.000977
	Iteration 13Q: 3 clusters Score -5901306 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5901760.500000 Penalty: 5232.000977
	Iteration 14Q: 3 clusters Score -5901760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5902045.000000 Penalty: 5232.000977
	Iteration 15Q: 3 clusters Score -5902045 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5902170.500000 Penalty: 5232.000977
	Iteration 16Q: 3 clusters Score -5902170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5902249.500000 Penalty: 5232.000977
	Iteration 17Q: 3 clusters Score -5902250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5902314.500000 Penalty: 5232.000977
	Iteration 18Q: 3 clusters Score -5902314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5902336.000000 Penalty: 5232.000977
	Iteration 19Q: 3 clusters Score -5902336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5902353.000000 Penalty: 5232.000977
	Iteration 20F: 3 clusters Score -5902353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5902365.000000 Penalty: 5232.000977
	Iteration 21Q: 3 clusters Score -5902365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5902368.000000 Penalty: 5232.000977
	Iteration 22Q: 3 clusters Score -5902368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5902375.000000 Penalty: 5232.000977
	Iteration 23Q: 3 clusters Score -5902375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5902376.500000 Penalty: 5232.000977
	Iteration 24Q: 3 clusters Score -5902376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5902383.000000 Penalty: 5232.000977
	Iteration 25Q: 3 clusters Score -5902383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5902390.500000 Penalty: 5232.000977
	Iteration 26Q: 3 clusters Score -5902390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5902395.500000 Penalty: 5232.000977
	Iteration 27Q: 3 clusters Score -5902396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5902397.500000 Penalty: 5232.000977
	Iteration 28Q: 3 clusters Score -5902398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5902409.500000 Penalty: 5232.000977
	Iteration 29Q: 3 clusters Score -5902410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5902410.000000 Penalty: 5232.000977
	Iteration 30Q: 3 clusters Score -5902410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5902412.000000 Penalty: 5232.000977
	Iteration 31Q: 3 clusters Score -5902412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5902407.500000 Penalty: 5232.000977
	Iteration 32Q: 3 clusters Score -5902408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5902409.500000 Penalty: 5232.000977
	Iteration 33Q: 3 clusters Score -5902410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5902409.500000 Penalty: 5232.000977
	Iteration 34F: 3 clusters Score -5902410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Entering Unmasked Estep 
Score: -16169629.000000 Penalty: 2866.238037
	Iteration 0F: 2 clusters Score -1.616963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -16102193.000000 Penalty: 5732.476074
	Iteration 0F: 3 clusters Score -1.610219e+07 nChanged 49632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -16130453.000000 Penalty: 5732.476074
	Iteration 1F: 3 clusters Score -1.613045e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -16131217.000000 Penalty: 5732.476074
	Iteration 2Q: 3 clusters Score -1.613122e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -16132301.000000 Penalty: 5732.476074
	Iteration 3Q: 3 clusters Score -1.61323e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -16133350.000000 Penalty: 5732.476074
	Iteration 4Q: 3 clusters Score -1.613335e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -16134641.000000 Penalty: 5732.476074
	Iteration 5Q: 3 clusters Score -1.613464e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -16136382.000000 Penalty: 5732.476074
	Iteration 6Q: 3 clusters Score -1.613638e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -16138619.000000 Penalty: 5732.476074
	Iteration 7Q: 3 clusters Score -1.613862e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -16141801.000000 Penalty: 5732.476074
	Iteration 8F: 3 clusters Score -1.61418e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -16145853.000000 Penalty: 5732.476074
	Iteration 9F: 3 clusters Score -1.614585e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -16150988.000000 Penalty: 5732.476074
	Iteration 10F: 3 clusters Score -1.615099e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -16155489.000000 Penalty: 5732.476074
	Iteration 11F: 3 clusters Score -1.615549e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -16157733.000000 Penalty: 5732.476074
	Iteration 12Q: 3 clusters Score -1.615773e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -16158441.000000 Penalty: 5732.476074
	Iteration 13Q: 3 clusters Score -1.615844e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -16158758.000000 Penalty: 5732.476074
	Iteration 14Q: 3 clusters Score -1.615876e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -16158988.000000 Penalty: 5732.476074
	Iteration 15Q: 3 clusters Score -1.615899e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -16159066.000000 Penalty: 5732.476074
	Iteration 16Q: 3 clusters Score -1.615907e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -16159148.000000 Penalty: 5732.476074
	Iteration 17Q: 3 clusters Score -1.615915e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -16159177.000000 Penalty: 5732.476074
	Iteration 18Q: 3 clusters Score -1.615918e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -16159292.000000 Penalty: 5732.476074
	Iteration 19Q: 3 clusters Score -1.615929e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -16159301.000000 Penalty: 5732.476074
	Iteration 20F: 3 clusters Score -1.61593e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -16159371.000000 Penalty: 5732.476074
	Iteration 21Q: 3 clusters Score -1.615937e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -16159413.000000 Penalty: 5732.476074
	Iteration 22Q: 3 clusters Score -1.615941e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -16159434.000000 Penalty: 5732.476074
	Iteration 23Q: 3 clusters Score -1.615943e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -16159476.000000 Penalty: 5732.476074
	Iteration 24Q: 3 clusters Score -1.615948e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -16159499.000000 Penalty: 5732.476074
	Iteration 25Q: 3 clusters Score -1.61595e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -16159572.000000 Penalty: 5732.476074
	Iteration 26Q: 3 clusters Score -1.615957e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -16159595.000000 Penalty: 5732.476074
	Iteration 27Q: 3 clusters Score -1.61596e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -16159631.000000 Penalty: 5732.476074
	Iteration 28Q: 3 clusters Score -1.615963e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -16159736.000000 Penalty: 5732.476074
	Iteration 29Q: 3 clusters Score -1.615974e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -16159767.000000 Penalty: 5732.476074
	Iteration 30Q: 3 clusters Score -1.615977e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -16159751.000000 Penalty: 5732.476074
	Iteration 31Q: 3 clusters Score -1.615975e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -16159803.000000 Penalty: 5732.476074
	Iteration 32Q: 3 clusters Score -1.61598e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -16159797.000000 Penalty: 5732.476074
	Iteration 33Q: 3 clusters Score -1.61598e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -16159804.000000 Penalty: 5732.476074
	Iteration 34Q: 3 clusters Score -1.61598e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -16159870.000000 Penalty: 5732.476074
	Iteration 35Q: 3 clusters Score -1.615987e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -16159867.000000 Penalty: 5732.476074
	Iteration 36Q: 3 clusters Score -1.615987e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -16159909.000000 Penalty: 5732.476074
	Iteration 37Q: 3 clusters Score -1.615991e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -16159968.000000 Penalty: 5732.476074
	Iteration 38Q: 3 clusters Score -1.615997e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -16160068.000000 Penalty: 5732.476074
	Iteration 39Q: 3 clusters Score -1.616007e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -16160109.000000 Penalty: 5732.476074
	Iteration 40F: 3 clusters Score -1.616011e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -16160200.000000 Penalty: 5732.476074
	Iteration 41Q: 3 clusters Score -1.61602e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -16160233.000000 Penalty: 5732.476074
	Iteration 42Q: 3 clusters Score -1.616023e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -16160281.000000 Penalty: 5732.476074
	Iteration 43Q: 3 clusters Score -1.616028e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -16160414.000000 Penalty: 5732.476074
	Iteration 44Q: 3 clusters Score -1.616041e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -16160530.000000 Penalty: 5732.476074
	Iteration 45Q: 3 clusters Score -1.616053e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -16160610.000000 Penalty: 5732.476074
	Iteration 46Q: 3 clusters Score -1.616061e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -16160708.000000 Penalty: 5732.476074
	Iteration 47Q: 3 clusters Score -1.616071e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -16160832.000000 Penalty: 5732.476074
	Iteration 48Q: 3 clusters Score -1.616083e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -16160869.000000 Penalty: 5732.476074
	Iteration 49Q: 3 clusters Score -1.616087e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -16161014.000000 Penalty: 5732.476074
	Iteration 50Q: 3 clusters Score -1.616101e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -16161105.000000 Penalty: 5732.476074
	Iteration 51Q: 3 clusters Score -1.61611e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -16161269.000000 Penalty: 5732.476074
	Iteration 52Q: 3 clusters Score -1.616127e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -16161492.000000 Penalty: 5732.476074
	Iteration 53Q: 3 clusters Score -1.616149e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -16161771.000000 Penalty: 5732.476074
	Iteration 54Q: 3 clusters Score -1.616177e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -16162047.000000 Penalty: 5732.476074
	Iteration 55Q: 3 clusters Score -1.616205e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -16162378.000000 Penalty: 5732.476074
	Iteration 56Q: 3 clusters Score -1.616238e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -16162824.000000 Penalty: 5732.476074
	Iteration 57Q: 3 clusters Score -1.616282e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -16163095.000000 Penalty: 5732.476074
	Iteration 58Q: 3 clusters Score -1.61631e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -16163434.000000 Penalty: 5732.476074
	Iteration 59Q: 3 clusters Score -1.616343e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -16163786.000000 Penalty: 5732.476074
	Iteration 60F: 3 clusters Score -1.616379e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -16164082.000000 Penalty: 5732.476074
	Iteration 61Q: 3 clusters Score -1.616408e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -16164449.000000 Penalty: 5732.476074
	Iteration 62Q: 3 clusters Score -1.616445e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -16164696.000000 Penalty: 5732.476074
	Iteration 63Q: 3 clusters Score -1.61647e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -16164981.000000 Penalty: 5732.476074
	Iteration 64Q: 3 clusters Score -1.616498e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -16165274.000000 Penalty: 5732.476074
	Iteration 65Q: 3 clusters Score -1.616527e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -16165578.000000 Penalty: 5732.476074
	Iteration 66Q: 3 clusters Score -1.616558e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -16165781.000000 Penalty: 5732.476074
	Iteration 67Q: 3 clusters Score -1.616578e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -16165923.000000 Penalty: 5732.476074
	Iteration 68Q: 3 clusters Score -1.616592e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -16166150.000000 Penalty: 5732.476074
	Iteration 69Q: 3 clusters Score -1.616615e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -16166402.000000 Penalty: 5732.476074
	Iteration 70Q: 3 clusters Score -1.61664e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -16166564.000000 Penalty: 5732.476074
	Iteration 71Q: 3 clusters Score -1.616656e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -16166757.000000 Penalty: 5732.476074
	Iteration 72Q: 3 clusters Score -1.616676e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -16166862.000000 Penalty: 5732.476074
	Iteration 73Q: 3 clusters Score -1.616686e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -16166978.000000 Penalty: 5732.476074
	Iteration 74Q: 3 clusters Score -1.616698e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -16167046.000000 Penalty: 5732.476074
	Iteration 75Q: 3 clusters Score -1.616705e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -16167146.000000 Penalty: 5732.476074
	Iteration 76Q: 3 clusters Score -1.616715e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -16167171.000000 Penalty: 5732.476074
	Iteration 77Q: 3 clusters Score -1.616717e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -16167262.000000 Penalty: 5732.476074
	Iteration 78Q: 3 clusters Score -1.616726e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -16167288.000000 Penalty: 5732.476074
	Iteration 79Q: 3 clusters Score -1.616729e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -16167320.000000 Penalty: 5732.476074
	Iteration 80F: 3 clusters Score -1.616732e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -16167377.000000 Penalty: 5732.476074
	Iteration 81Q: 3 clusters Score -1.616738e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -16167450.000000 Penalty: 5732.476074
	Iteration 82Q: 3 clusters Score -1.616745e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -16167481.000000 Penalty: 5732.476074
	Iteration 83Q: 3 clusters Score -1.616748e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -16167503.000000 Penalty: 5732.476074
	Iteration 84Q: 3 clusters Score -1.61675e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -16167471.000000 Penalty: 5732.476074
	Iteration 85Q: 3 clusters Score -1.616747e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -16167475.000000 Penalty: 5732.476074
	Iteration 86Q: 3 clusters Score -1.616748e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -16167455.000000 Penalty: 5732.476074
	Iteration 87Q: 3 clusters Score -1.616746e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -16167459.000000 Penalty: 5732.476074
	Iteration 88Q: 3 clusters Score -1.616746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -16167405.000000 Penalty: 5732.476074
	Iteration 89Q: 3 clusters Score -1.61674e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -16167434.000000 Penalty: 5732.476074
	Iteration 90Q: 3 clusters Score -1.616743e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -16167449.000000 Penalty: 5732.476074
	Iteration 91Q: 3 clusters Score -1.616745e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -16167455.000000 Penalty: 5732.476074
	Iteration 92Q: 3 clusters Score -1.616746e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -16167445.000000 Penalty: 5732.476074
	Iteration 93Q: 3 clusters Score -1.616744e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -16167417.000000 Penalty: 5732.476074
	Iteration 94Q: 3 clusters Score -1.616742e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -16167421.000000 Penalty: 5732.476074
	Iteration 95Q: 3 clusters Score -1.616742e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -16167408.000000 Penalty: 5732.476074
	Iteration 96Q: 3 clusters Score -1.616741e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -16167428.000000 Penalty: 5732.476074
	Iteration 97Q: 3 clusters Score -1.616743e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -16167435.000000 Penalty: 5732.476074
	Iteration 98Q: 3 clusters Score -1.616744e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -16167421.000000 Penalty: 5732.476074
	Iteration 99Q: 3 clusters Score -1.616742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -16167420.000000 Penalty: 5732.476074
	Iteration 100F: 3 clusters Score -1.616742e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 103065 members 
Entering Unmasked Estep 
Score: -16167426.000000 Penalty: 5732.476074
	Iteration 101Q: 3 clusters Score -1.616743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -16167432.000000 Penalty: 5732.476074
	Iteration 102Q: 3 clusters Score -1.616743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -16167453.000000 Penalty: 5732.476074
	Iteration 103Q: 3 clusters Score -1.616745e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -16167469.000000 Penalty: 5732.476074
	Iteration 104Q: 3 clusters Score -1.616747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -16167459.000000 Penalty: 5732.476074
	Iteration 105Q: 3 clusters Score -1.616746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -16167452.000000 Penalty: 5732.476074
	Iteration 106Q: 3 clusters Score -1.616745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -16167490.000000 Penalty: 5732.476074
	Iteration 107Q: 3 clusters Score -1.616749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -16167489.000000 Penalty: 5732.476074
	Iteration 108Q: 3 clusters Score -1.616749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -16167496.000000 Penalty: 5732.476074
	Iteration 109Q: 3 clusters Score -1.61675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -16167510.000000 Penalty: 5732.476074
	Iteration 110Q: 3 clusters Score -1.616751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -16167485.000000 Penalty: 5732.476074
	Iteration 111Q: 3 clusters Score -1.616748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -16167491.000000 Penalty: 5732.476074
	Iteration 112Q: 3 clusters Score -1.616749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -16167502.000000 Penalty: 5732.476074
	Iteration 113Q: 3 clusters Score -1.61675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -16167485.000000 Penalty: 5732.476074
	Iteration 114Q: 3 clusters Score -1.616748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -16167493.000000 Penalty: 5732.476074
	Iteration 115Q: 3 clusters Score -1.616749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -16167502.000000 Penalty: 5732.476074
	Iteration 116Q: 3 clusters Score -1.61675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -16167506.000000 Penalty: 5732.476074
	Iteration 117Q: 3 clusters Score -1.616751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -16167498.000000 Penalty: 5732.476074
	Iteration 118Q: 3 clusters Score -1.61675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -16167507.000000 Penalty: 5732.476074
	Iteration 119Q: 3 clusters Score -1.616751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -16167508.000000 Penalty: 5732.476074
	Iteration 120F: 3 clusters Score -1.616751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -16167507.000000 Penalty: 5732.476074
	Iteration 121Q: 3 clusters Score -1.616751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -16167514.000000 Penalty: 5732.476074
	Iteration 122Q: 3 clusters Score -1.616751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -16167502.000000 Penalty: 5732.476074
	Iteration 123Q: 3 clusters Score -1.61675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -16167504.000000 Penalty: 5732.476074
	Iteration 124Q: 3 clusters Score -1.61675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -16167502.000000 Penalty: 5732.476074
	Iteration 125Q: 3 clusters Score -1.61675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -16167507.000000 Penalty: 5732.476074
	Iteration 126Q: 3 clusters Score -1.616751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 103532 members 
Entering Unmasked Estep 
Score: -16167515.000000 Penalty: 5732.476074
	Iteration 127Q: 3 clusters Score -1.616752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -16167509.000000 Penalty: 5732.476074
	Iteration 128Q: 3 clusters Score -1.616751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -16167516.000000 Penalty: 5732.476074
	Iteration 129Q: 3 clusters Score -1.616752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -16167513.000000 Penalty: 5732.476074
	Iteration 130Q: 3 clusters Score -1.616751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -16167507.000000 Penalty: 5732.476074
	Iteration 131Q: 3 clusters Score -1.616751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -16167507.000000 Penalty: 5732.476074
	Iteration 132Q: 3 clusters Score -1.616751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -16167505.000000 Penalty: 5732.476074
	Iteration 133Q: 3 clusters Score -1.61675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 103542 members 
Entering Unmasked Estep 
Score: -16167511.000000 Penalty: 5732.476074
	Iteration 134Q: 3 clusters Score -1.616751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -16167499.000000 Penalty: 5732.476074
	Iteration 135Q: 3 clusters Score -1.61675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -16167513.000000 Penalty: 5732.476074
	Iteration 136Q: 3 clusters Score -1.616751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -16167521.000000 Penalty: 5732.476074
	Iteration 137Q: 3 clusters Score -1.616752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -16167520.000000 Penalty: 5732.476074
	Iteration 138Q: 3 clusters Score -1.616752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -16167515.000000 Penalty: 5732.476074
	Iteration 139Q: 3 clusters Score -1.616752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -16167521.000000 Penalty: 5732.476074
	Iteration 140F: 3 clusters Score -1.616752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -16167519.000000 Penalty: 5732.476074
	Iteration 141Q: 3 clusters Score -1.616752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -16167519.000000 Penalty: 5732.476074
	Iteration 142F: 3 clusters Score -1.616752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24262.273438 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24262.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24404.351562 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24404.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24407.763672 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24407.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24407.763672 Penalty: 2732.656738
	Iteration 3F: 3 clusters Score -24407.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -1270030.625000 Penalty: 2246.211670
	Iteration 0F: 2 clusters Score -1270031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1263243.250000 Penalty: 4492.423340
	Iteration 0F: 3 clusters Score -1263243 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1265109.750000 Penalty: 4492.423340
	Iteration 1F: 3 clusters Score -1265110 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1265400.750000 Penalty: 4492.423340
	Iteration 2F: 3 clusters Score -1265401 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1265614.000000 Penalty: 4492.423340
	Iteration 3F: 3 clusters Score -1265614 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1265795.000000 Penalty: 4492.423340
	Iteration 4Q: 3 clusters Score -1265795 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1265940.375000 Penalty: 4492.423340
	Iteration 5Q: 3 clusters Score -1265940 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1266062.250000 Penalty: 4492.423340
	Iteration 6Q: 3 clusters Score -1266062 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1266178.000000 Penalty: 4492.423340
	Iteration 7Q: 3 clusters Score -1266178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1266290.500000 Penalty: 4492.423340
	Iteration 8Q: 3 clusters Score -1266290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1266381.750000 Penalty: 4492.423340
	Iteration 9Q: 3 clusters Score -1266382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1266470.125000 Penalty: 4492.423340
	Iteration 10Q: 3 clusters Score -1266470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1266558.750000 Penalty: 4492.423340
	Iteration 11Q: 3 clusters Score -1266559 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1266656.000000 Penalty: 4492.423340
	Iteration 12Q: 3 clusters Score -1266656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1266752.500000 Penalty: 4492.423340
	Iteration 13Q: 3 clusters Score -1266752 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1266867.750000 Penalty: 4492.423340
	Iteration 14Q: 3 clusters Score -1266868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1266984.500000 Penalty: 4492.423340
	Iteration 15Q: 3 clusters Score -1266984 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1267111.000000 Penalty: 4492.423340
	Iteration 16Q: 3 clusters Score -1267111 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1267245.750000 Penalty: 4492.423340
	Iteration 17Q: 3 clusters Score -1267246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1267395.875000 Penalty: 4492.423340
	Iteration 18Q: 3 clusters Score -1267396 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1267508.750000 Penalty: 4492.423340
	Iteration 19Q: 3 clusters Score -1267509 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1267615.000000 Penalty: 4492.423340
	Iteration 20F: 3 clusters Score -1267615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1267711.000000 Penalty: 4492.423340
	Iteration 21Q: 3 clusters Score -1267711 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1267802.875000 Penalty: 4492.423340
	Iteration 22Q: 3 clusters Score -1267803 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1267879.750000 Penalty: 4492.423340
	Iteration 23Q: 3 clusters Score -1267880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1267940.625000 Penalty: 4492.423340
	Iteration 24Q: 3 clusters Score -1267941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1267990.500000 Penalty: 4492.423340
	Iteration 25Q: 3 clusters Score -1267990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1268035.375000 Penalty: 4492.423340
	Iteration 26Q: 3 clusters Score -1268035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1268079.750000 Penalty: 4492.423340
	Iteration 27Q: 3 clusters Score -1268080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1268105.375000 Penalty: 4492.423340
	Iteration 28Q: 3 clusters Score -1268105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1268127.750000 Penalty: 4492.423340
	Iteration 29Q: 3 clusters Score -1268128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1268142.250000 Penalty: 4492.423340
	Iteration 30Q: 3 clusters Score -1268142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1268152.500000 Penalty: 4492.423340
	Iteration 31Q: 3 clusters Score -1268152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1268162.750000 Penalty: 4492.423340
	Iteration 32Q: 3 clusters Score -1268163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1268171.875000 Penalty: 4492.423340
	Iteration 33Q: 3 clusters Score -1268172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1268176.125000 Penalty: 4492.423340
	Iteration 34Q: 3 clusters Score -1268176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1268181.250000 Penalty: 4492.423340
	Iteration 35Q: 3 clusters Score -1268181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1268185.375000 Penalty: 4492.423340
	Iteration 36Q: 3 clusters Score -1268185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1268189.000000 Penalty: 4492.423340
	Iteration 37Q: 3 clusters Score -1268189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1268194.875000 Penalty: 4492.423340
	Iteration 38Q: 3 clusters Score -1268195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1268195.375000 Penalty: 4492.423340
	Iteration 39Q: 3 clusters Score -1268195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1268198.625000 Penalty: 4492.423340
	Iteration 40F: 3 clusters Score -1268199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1268198.750000 Penalty: 4492.423340
	Iteration 41Q: 3 clusters Score -1268199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1268200.625000 Penalty: 4492.423340
	Iteration 42Q: 3 clusters Score -1268201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1268202.375000 Penalty: 4492.423340
	Iteration 43Q: 3 clusters Score -1268202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1268205.625000 Penalty: 4492.423340
	Iteration 44Q: 3 clusters Score -1268206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1268206.875000 Penalty: 4492.423340
	Iteration 45Q: 3 clusters Score -1268207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1268208.125000 Penalty: 4492.423340
	Iteration 46Q: 3 clusters Score -1268208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1268212.375000 Penalty: 4492.423340
	Iteration 47Q: 3 clusters Score -1268212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1268213.000000 Penalty: 4492.423340
	Iteration 48Q: 3 clusters Score -1268213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1268214.750000 Penalty: 4492.423340
	Iteration 49Q: 3 clusters Score -1268215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1268217.500000 Penalty: 4492.423340
	Iteration 50Q: 3 clusters Score -1268218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1268216.125000 Penalty: 4492.423340
	Iteration 51Q: 3 clusters Score -1268216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1268218.500000 Penalty: 4492.423340
	Iteration 52Q: 3 clusters Score -1268218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1268219.750000 Penalty: 4492.423340
	Iteration 53Q: 3 clusters Score -1268220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1268219.375000 Penalty: 4492.423340
	Iteration 54Q: 3 clusters Score -1268219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1268220.375000 Penalty: 4492.423340
	Iteration 55Q: 3 clusters Score -1268220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1268222.000000 Penalty: 4492.423340
	Iteration 56Q: 3 clusters Score -1268222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1268222.000000 Penalty: 4492.423340
	Iteration 57F: 3 clusters Score -1268222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Entering Unmasked Estep 
Score: -1933245.125000 Penalty: 2340.414795
	Iteration 0F: 2 clusters Score -1933245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1923989.625000 Penalty: 4680.829590
	Iteration 0F: 3 clusters Score -1923990 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1926804.000000 Penalty: 4680.829590
	Iteration 1F: 3 clusters Score -1926804 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1927184.750000 Penalty: 4680.829590
	Iteration 2F: 3 clusters Score -1927185 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1927529.500000 Penalty: 4680.829590
	Iteration 3F: 3 clusters Score -1927530 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1927898.625000 Penalty: 4680.829590
	Iteration 4F: 3 clusters Score -1927899 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1928341.500000 Penalty: 4680.829590
	Iteration 5F: 3 clusters Score -1928342 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1928865.125000 Penalty: 4680.829590
	Iteration 6F: 3 clusters Score -1928865 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1929395.000000 Penalty: 4680.829590
	Iteration 7F: 3 clusters Score -1929395 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1929875.750000 Penalty: 4680.829590
	Iteration 8F: 3 clusters Score -1929876 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1930274.375000 Penalty: 4680.829590
	Iteration 9Q: 3 clusters Score -1930274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1930606.250000 Penalty: 4680.829590
	Iteration 10Q: 3 clusters Score -1930606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1930860.875000 Penalty: 4680.829590
	Iteration 11Q: 3 clusters Score -1930861 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1931035.750000 Penalty: 4680.829590
	Iteration 12Q: 3 clusters Score -1931036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1931163.375000 Penalty: 4680.829590
	Iteration 13Q: 3 clusters Score -1931163 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1931245.750000 Penalty: 4680.829590
	Iteration 14Q: 3 clusters Score -1931246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1931300.250000 Penalty: 4680.829590
	Iteration 15Q: 3 clusters Score -1931300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1931350.125000 Penalty: 4680.829590
	Iteration 16Q: 3 clusters Score -1931350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1931409.875000 Penalty: 4680.829590
	Iteration 17Q: 3 clusters Score -1931410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1931453.625000 Penalty: 4680.829590
	Iteration 18Q: 3 clusters Score -1931454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1931486.000000 Penalty: 4680.829590
	Iteration 19Q: 3 clusters Score -1931486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1931495.500000 Penalty: 4680.829590
	Iteration 20F: 3 clusters Score -1931496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1931501.750000 Penalty: 4680.829590
	Iteration 21Q: 3 clusters Score -1931502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1931507.500000 Penalty: 4680.829590
	Iteration 22Q: 3 clusters Score -1931508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1931513.750000 Penalty: 4680.829590
	Iteration 23Q: 3 clusters Score -1931514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1931515.000000 Penalty: 4680.829590
	Iteration 24Q: 3 clusters Score -1931515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1931518.000000 Penalty: 4680.829590
	Iteration 25Q: 3 clusters Score -1931518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1931517.000000 Penalty: 4680.829590
	Iteration 26Q: 3 clusters Score -1931517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1931518.625000 Penalty: 4680.829590
	Iteration 27Q: 3 clusters Score -1931519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1931518.625000 Penalty: 4680.829590
	Iteration 28F: 3 clusters Score -1931519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 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 519 members 
Entering Unmasked Estep 
Score: -142750.656250 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142750.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143212.093750 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143212.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143485.156250 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143485.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143721.328125 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143721.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143922.187500 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143922.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144078.125000 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -144078.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144196.921875 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144196.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144271.703125 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144271.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144324.828125 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144324.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144374.343750 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144374.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144441.343750 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144441.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144543.000000 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144677.828125 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144748.031250 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144770.421875 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144771.625000 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -144771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144771.625000 Penalty: 3448.553467
	Iteration 16F: 3 clusters Score -144771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69295 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 104549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 543 members 
Entering Unmasked Estep 
Score: -137777456.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137778832.000000 to -137777456.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69295 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 57999 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 22 contains 104549 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 279Q: 26 clusters Score -1.377789e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 54084 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101347 members 
Mstep: Class 9 contains 47764 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69289 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25871 members 
Mstep: Class 17 contains 58004 members 
Mstep: Class 18 contains 101524 members 
Mstep: Class 19 contains 103667 members 
Mstep: Class 20 contains 38118 members 
Mstep: Class 22 contains 104527 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 280F: 26 clusters Score -1.377789e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 54082 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101345 members 
Mstep: Class 9 contains 47772 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38017 members 
Mstep: Class 12 contains 81936 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 69285 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 58007 members 
Mstep: Class 18 contains 101513 members 
Mstep: Class 19 contains 103691 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 22 contains 104516 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778784.000000 Penalty: 85112.554688
Iteration 281Q: 26 clusters Score -1.377788e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54089 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101342 members 
Mstep: Class 9 contains 47782 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38017 members 
Mstep: Class 12 contains 81944 members 
Mstep: Class 13 contains 40408 members 
Mstep: Class 14 contains 69282 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25874 members 
Mstep: Class 17 contains 58010 members 
Mstep: Class 18 contains 101489 members 
Mstep: Class 19 contains 103715 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 22 contains 104498 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 282Q: 26 clusters Score -1.37779e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54086 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 47793 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38016 members 
Mstep: Class 12 contains 81950 members 
Mstep: Class 13 contains 40410 members 
Mstep: Class 14 contains 69277 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 58014 members 
Mstep: Class 18 contains 101486 members 
Mstep: Class 19 contains 103728 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 22 contains 104464 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779040.000000 Penalty: 85112.554688
Iteration 283Q: 26 clusters Score -1.37779e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54085 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101344 members 
Mstep: Class 9 contains 47800 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38016 members 
Mstep: Class 12 contains 81954 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69276 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 58022 members 
Mstep: Class 18 contains 101478 members 
Mstep: Class 19 contains 103756 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 22 contains 104435 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 284Q: 26 clusters Score -1.37779e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 54079 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101334 members 
Mstep: Class 9 contains 47805 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38016 members 
Mstep: Class 12 contains 81964 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 69274 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25877 members 
Mstep: Class 17 contains 58032 members 
Mstep: Class 18 contains 101451 members 
Mstep: Class 19 contains 103797 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 22 contains 104417 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 285Q: 26 clusters Score -1.37779e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101323 members 
Mstep: Class 9 contains 47817 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38015 members 
Mstep: Class 12 contains 81958 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69275 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25878 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 101448 members 
Mstep: Class 19 contains 103816 members 
Mstep: Class 20 contains 38109 members 
Mstep: Class 22 contains 104402 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 286Q: 26 clusters Score -1.37779e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 54082 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101316 members 
Mstep: Class 9 contains 47821 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38016 members 
Mstep: Class 12 contains 81955 members 
Mstep: Class 13 contains 40415 members 
Mstep: Class 14 contains 69273 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 101440 members 
Mstep: Class 19 contains 103825 members 
Mstep: Class 20 contains 38107 members 
Mstep: Class 22 contains 104412 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 287Q: 26 clusters Score -1.377789e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101315 members 
Mstep: Class 9 contains 47822 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38015 members 
Mstep: Class 12 contains 81951 members 
Mstep: Class 13 contains 40415 members 
Mstep: Class 14 contains 69271 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58041 members 
Mstep: Class 18 contains 101446 members 
Mstep: Class 19 contains 103829 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 22 contains 104403 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 288Q: 26 clusters Score -1.377789e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101307 members 
Mstep: Class 9 contains 47827 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38015 members 
Mstep: Class 12 contains 81947 members 
Mstep: Class 13 contains 40416 members 
Mstep: Class 14 contains 69267 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58043 members 
Mstep: Class 18 contains 101442 members 
Mstep: Class 19 contains 103839 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 22 contains 104406 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779040.000000 Penalty: 85112.554688
Iteration 289Q: 26 clusters Score -1.37779e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54087 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101306 members 
Mstep: Class 9 contains 47834 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38015 members 
Mstep: Class 12 contains 81946 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69255 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58048 members 
Mstep: Class 18 contains 101440 members 
Mstep: Class 19 contains 103858 members 
Mstep: Class 20 contains 38093 members 
Mstep: Class 22 contains 104404 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 85112.554688
Iteration 290Q: 26 clusters Score -1.377788e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54089 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101294 members 
Mstep: Class 9 contains 47842 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38014 members 
Mstep: Class 12 contains 81940 members 
Mstep: Class 13 contains 40414 members 
Mstep: Class 14 contains 69249 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25877 members 
Mstep: Class 17 contains 58052 members 
Mstep: Class 18 contains 101432 members 
Mstep: Class 19 contains 103887 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 22 contains 104390 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778816.000000 Penalty: 85112.554688
Iteration 291Q: 26 clusters Score -1.377788e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54092 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101290 members 
Mstep: Class 9 contains 47847 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38013 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69247 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25878 members 
Mstep: Class 17 contains 58056 members 
Mstep: Class 18 contains 101429 members 
Mstep: Class 19 contains 103921 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 22 contains 104363 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 85112.554688
Iteration 292Q: 26 clusters Score -1.377788e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101284 members 
Mstep: Class 9 contains 47852 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38012 members 
Mstep: Class 12 contains 81927 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69249 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25877 members 
Mstep: Class 17 contains 58061 members 
Mstep: Class 18 contains 101416 members 
Mstep: Class 19 contains 103949 members 
Mstep: Class 20 contains 38087 members 
Mstep: Class 22 contains 104357 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 293Q: 26 clusters Score -1.377789e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54087 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101279 members 
Mstep: Class 9 contains 47857 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38010 members 
Mstep: Class 12 contains 81924 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69252 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25877 members 
Mstep: Class 17 contains 58061 members 
Mstep: Class 18 contains 101416 members 
Mstep: Class 19 contains 103993 members 
Mstep: Class 20 contains 38083 members 
Mstep: Class 22 contains 104324 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 294Q: 26 clusters Score -1.377789e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54089 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101269 members 
Mstep: Class 9 contains 47861 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38009 members 
Mstep: Class 12 contains 81930 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69259 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25877 members 
Mstep: Class 17 contains 58064 members 
Mstep: Class 18 contains 101401 members 
Mstep: Class 19 contains 104028 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 22 contains 104295 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 295Q: 26 clusters Score -1.377789e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54088 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101260 members 
Mstep: Class 9 contains 47866 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38008 members 
Mstep: Class 12 contains 81937 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69259 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58065 members 
Mstep: Class 18 contains 101398 members 
Mstep: Class 19 contains 104061 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 22 contains 104266 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 296Q: 26 clusters Score -1.377789e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54092 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101256 members 
Mstep: Class 9 contains 47870 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38006 members 
Mstep: Class 12 contains 81927 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 69254 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25875 members 
Mstep: Class 17 contains 58066 members 
Mstep: Class 18 contains 101407 members 
Mstep: Class 19 contains 104073 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 22 contains 104258 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 297Q: 26 clusters Score -1.37779e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54094 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101250 members 
Mstep: Class 9 contains 47874 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38003 members 
Mstep: Class 12 contains 81924 members 
Mstep: Class 13 contains 40413 members 
Mstep: Class 14 contains 69249 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25878 members 
Mstep: Class 17 contains 58064 members 
Mstep: Class 18 contains 101412 members 
Mstep: Class 19 contains 104087 members 
Mstep: Class 20 contains 38073 members 
Mstep: Class 22 contains 104253 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 298Q: 26 clusters Score -1.377789e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54094 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101243 members 
Mstep: Class 9 contains 47877 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38004 members 
Mstep: Class 12 contains 81916 members 
Mstep: Class 13 contains 40414 members 
Mstep: Class 14 contains 69252 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58067 members 
Mstep: Class 18 contains 101411 members 
Mstep: Class 19 contains 104108 members 
Mstep: Class 20 contains 38070 members 
Mstep: Class 22 contains 104240 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778816.000000 Penalty: 85112.554688
Iteration 299Q: 26 clusters Score -1.377788e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54096 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101238 members 
Mstep: Class 9 contains 47878 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38003 members 
Mstep: Class 12 contains 81909 members 
Mstep: Class 13 contains 40415 members 
Mstep: Class 14 contains 69242 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58071 members 
Mstep: Class 18 contains 101412 members 
Mstep: Class 19 contains 104121 members 
Mstep: Class 20 contains 38069 members 
Mstep: Class 22 contains 104242 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 300F: 26 clusters Score -1.377788e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54099 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101235 members 
Mstep: Class 9 contains 47882 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 38000 members 
Mstep: Class 12 contains 81906 members 
Mstep: Class 13 contains 40418 members 
Mstep: Class 14 contains 69238 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58074 members 
Mstep: Class 18 contains 101401 members 
Mstep: Class 19 contains 104136 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 22 contains 104238 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 301Q: 26 clusters Score -1.377789e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54102 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101232 members 
Mstep: Class 9 contains 47887 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37999 members 
Mstep: Class 12 contains 81900 members 
Mstep: Class 13 contains 40418 members 
Mstep: Class 14 contains 69236 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58078 members 
Mstep: Class 18 contains 101406 members 
Mstep: Class 19 contains 104148 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 22 contains 104220 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 302Q: 26 clusters Score -1.37779e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54100 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101225 members 
Mstep: Class 9 contains 47890 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37996 members 
Mstep: Class 12 contains 81899 members 
Mstep: Class 13 contains 40420 members 
Mstep: Class 14 contains 69233 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58083 members 
Mstep: Class 18 contains 101409 members 
Mstep: Class 19 contains 104149 members 
Mstep: Class 20 contains 38065 members 
Mstep: Class 22 contains 104224 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 303Q: 26 clusters Score -1.37779e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54109 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101221 members 
Mstep: Class 9 contains 47891 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37994 members 
Mstep: Class 12 contains 81898 members 
Mstep: Class 13 contains 40421 members 
Mstep: Class 14 contains 69229 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58084 members 
Mstep: Class 18 contains 101426 members 
Mstep: Class 19 contains 104151 members 
Mstep: Class 20 contains 38064 members 
Mstep: Class 22 contains 104207 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 304Q: 26 clusters Score -1.377789e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54109 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101218 members 
Mstep: Class 9 contains 47895 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37993 members 
Mstep: Class 12 contains 81896 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 69225 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58084 members 
Mstep: Class 18 contains 101434 members 
Mstep: Class 19 contains 104157 members 
Mstep: Class 20 contains 38063 members 
Mstep: Class 22 contains 104197 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 305Q: 26 clusters Score -1.37779e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54111 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101215 members 
Mstep: Class 9 contains 47901 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37992 members 
Mstep: Class 12 contains 81893 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 69218 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25882 members 
Mstep: Class 17 contains 58087 members 
Mstep: Class 18 contains 101449 members 
Mstep: Class 19 contains 104170 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 22 contains 104172 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 306Q: 26 clusters Score -1.377788e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54112 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101209 members 
Mstep: Class 9 contains 47913 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37992 members 
Mstep: Class 12 contains 81892 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25882 members 
Mstep: Class 17 contains 58087 members 
Mstep: Class 18 contains 101454 members 
Mstep: Class 19 contains 104180 members 
Mstep: Class 20 contains 38056 members 
Mstep: Class 22 contains 104159 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 307Q: 26 clusters Score -1.377788e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54115 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101205 members 
Mstep: Class 9 contains 47920 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37992 members 
Mstep: Class 12 contains 81886 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 69208 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25883 members 
Mstep: Class 17 contains 58087 members 
Mstep: Class 18 contains 101467 members 
Mstep: Class 19 contains 104186 members 
Mstep: Class 20 contains 38053 members 
Mstep: Class 22 contains 104148 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778784.000000 Penalty: 85112.554688
Iteration 308Q: 26 clusters Score -1.377788e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101208 members 
Mstep: Class 9 contains 47927 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 81882 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 69206 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25883 members 
Mstep: Class 17 contains 58091 members 
Mstep: Class 18 contains 101465 members 
Mstep: Class 19 contains 104176 members 
Mstep: Class 20 contains 38050 members 
Mstep: Class 22 contains 104150 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 85112.554688
Iteration 309Q: 26 clusters Score -1.377788e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54120 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101208 members 
Mstep: Class 9 contains 47936 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 81874 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69208 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58090 members 
Mstep: Class 18 contains 101468 members 
Mstep: Class 19 contains 104166 members 
Mstep: Class 20 contains 38051 members 
Mstep: Class 22 contains 104156 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778640.000000 Penalty: 85112.554688
Iteration 310Q: 26 clusters Score -1.377786e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54124 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101205 members 
Mstep: Class 9 contains 47941 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37986 members 
Mstep: Class 12 contains 81863 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69207 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 58091 members 
Mstep: Class 18 contains 101466 members 
Mstep: Class 19 contains 104149 members 
Mstep: Class 20 contains 38050 members 
Mstep: Class 22 contains 104183 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778688.000000 Penalty: 85112.554688
Iteration 311Q: 26 clusters Score -1.377787e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54129 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101196 members 
Mstep: Class 9 contains 47941 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37985 members 
Mstep: Class 12 contains 81852 members 
Mstep: Class 13 contains 40421 members 
Mstep: Class 14 contains 69212 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58094 members 
Mstep: Class 18 contains 101470 members 
Mstep: Class 19 contains 104141 members 
Mstep: Class 20 contains 38044 members 
Mstep: Class 22 contains 104199 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 85112.554688
Iteration 312Q: 26 clusters Score -1.377788e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 54133 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101185 members 
Mstep: Class 9 contains 47952 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37985 members 
Mstep: Class 12 contains 81846 members 
Mstep: Class 13 contains 40421 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 58098 members 
Mstep: Class 18 contains 101467 members 
Mstep: Class 19 contains 104133 members 
Mstep: Class 20 contains 38042 members 
Mstep: Class 22 contains 104208 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778784.000000 Penalty: 85112.554688
Iteration 313Q: 26 clusters Score -1.377788e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 54133 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101180 members 
Mstep: Class 9 contains 47956 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37986 members 
Mstep: Class 12 contains 81847 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 69209 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 101459 members 
Mstep: Class 19 contains 104132 members 
Mstep: Class 20 contains 38036 members 
Mstep: Class 22 contains 104219 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778656.000000 Penalty: 85112.554688
Iteration 314Q: 26 clusters Score -1.377787e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5614 members 
Mstep: Class 5 contains 54141 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101180 members 
Mstep: Class 9 contains 47959 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37984 members 
Mstep: Class 12 contains 81847 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 69207 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101450 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104232 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778592.000000 Penalty: 85112.554688
Iteration 315Q: 26 clusters Score -1.377786e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54145 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101174 members 
Mstep: Class 9 contains 47957 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37983 members 
Mstep: Class 12 contains 81841 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 101431 members 
Mstep: Class 19 contains 104140 members 
Mstep: Class 20 contains 38039 members 
Mstep: Class 22 contains 104249 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778576.000000 Penalty: 85112.554688
Iteration 316Q: 26 clusters Score -1.377786e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54149 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101175 members 
Mstep: Class 9 contains 47957 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37983 members 
Mstep: Class 12 contains 81828 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 69200 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 58103 members 
Mstep: Class 18 contains 101424 members 
Mstep: Class 19 contains 104142 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104267 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778576.000000 Penalty: 85112.554688
Iteration 317Q: 26 clusters Score -1.377786e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54151 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101171 members 
Mstep: Class 9 contains 47959 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37983 members 
Mstep: Class 12 contains 81815 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 69199 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25883 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101421 members 
Mstep: Class 19 contains 104151 members 
Mstep: Class 20 contains 38036 members 
Mstep: Class 22 contains 104279 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 85112.554688
Iteration 318Q: 26 clusters Score -1.377785e+08 nChanged 147
Entering ConstructFrom: 
Score: -137778464.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -308617.656250 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -308617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -305996.781250 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -305996.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -306424.625000 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -306424.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -306533.562500 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -306533.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -306584.718750 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -306584.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306626.250000 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -306626.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306660.187500 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -306660.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -306687.062500 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -306687.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306700.906250 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -306700.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -306714.343750 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -306714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -306722.031250 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -306722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -306729.093750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -306729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -306736.468750 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -306736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -306738.187500 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -306738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -306740.531250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -306740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306740.687500 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -306740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306740.687500 Penalty: 3769.054443
	Iteration 15F: 3 clusters Score -306740.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40863.562500 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40863.56 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41144.757812 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41144.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -41263.292969 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41263.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41376.300781 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41397.878906 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41397.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41429.902344 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41464.343750 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41464.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41485.937500 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41485.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41537.890625 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41537.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41561.503906 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41584.671875 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41584.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -41597.089844 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41597.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41628.980469 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -41628.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41680.242188 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -41680.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41680.242188 Penalty: 2905.534668
	Iteration 14F: 3 clusters Score -41680.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1393370.750000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1393371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1385738.375000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1385738 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1387953.625000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1387954 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1388341.625000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1388342 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1388653.625000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1388654 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1388920.750000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1388921 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1389202.750000 Penalty: 4562.189941
	Iteration 5F: 3 clusters Score -1389203 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1389466.250000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1389466 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1389680.875000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1389681 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1389871.000000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1389871 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1390043.625000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1390044 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1390183.750000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1390184 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1390312.000000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1390312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1390431.000000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1390431 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1390564.750000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1390565 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1390684.625000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1390685 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1390785.250000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1390785 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1390853.375000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1390853 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1390908.500000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1390908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1390946.375000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1390946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1390979.875000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1390980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1391010.375000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1391010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1391028.500000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1391028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1391045.625000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1391046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1391055.875000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1391056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1391065.625000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1391066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1391071.500000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1391072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1391071.875000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1391072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1391081.250000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1391081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1391088.125000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1391088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1391096.375000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1391096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1391103.250000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1391103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1391107.750000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1391108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1391110.250000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1391110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1391116.875000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1391117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1391121.250000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1391121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1391127.750000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1391128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1391131.875000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1391132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1391135.875000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1391136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1391138.000000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1391138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1391142.625000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1391143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1391151.500000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1391152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1391153.000000 Penalty: 4562.189941
	Iteration 41Q: 3 clusters Score -1391153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1391160.000000 Penalty: 4562.189941
	Iteration 42Q: 3 clusters Score -1391160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1391168.375000 Penalty: 4562.189941
	Iteration 43Q: 3 clusters Score -1391168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1391175.250000 Penalty: 4562.189941
	Iteration 44Q: 3 clusters Score -1391175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1391184.125000 Penalty: 4562.189941
	Iteration 45Q: 3 clusters Score -1391184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1391182.500000 Penalty: 4562.189941
	Iteration 46Q: 3 clusters Score -1391182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1391185.750000 Penalty: 4562.189941
	Iteration 47Q: 3 clusters Score -1391186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1391187.500000 Penalty: 4562.189941
	Iteration 48Q: 3 clusters Score -1391188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1391194.875000 Penalty: 4562.189941
	Iteration 49Q: 3 clusters Score -1391195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1391199.875000 Penalty: 4562.189941
	Iteration 50Q: 3 clusters Score -1391200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1391205.625000 Penalty: 4562.189941
	Iteration 51Q: 3 clusters Score -1391206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1391208.875000 Penalty: 4562.189941
	Iteration 52Q: 3 clusters Score -1391209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1391215.625000 Penalty: 4562.189941
	Iteration 53Q: 3 clusters Score -1391216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1391216.625000 Penalty: 4562.189941
	Iteration 54Q: 3 clusters Score -1391217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1391219.875000 Penalty: 4562.189941
	Iteration 55Q: 3 clusters Score -1391220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1391225.125000 Penalty: 4562.189941
	Iteration 56Q: 3 clusters Score -1391225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1391233.125000 Penalty: 4562.189941
	Iteration 57Q: 3 clusters Score -1391233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1391231.750000 Penalty: 4562.189941
	Iteration 58Q: 3 clusters Score -1391232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1391229.750000 Penalty: 4562.189941
	Iteration 59Q: 3 clusters Score -1391230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1391233.875000 Penalty: 4562.189941
	Iteration 60F: 3 clusters Score -1391234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1391234.000000 Penalty: 4562.189941
	Iteration 61Q: 3 clusters Score -1391234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1391237.500000 Penalty: 4562.189941
	Iteration 62Q: 3 clusters Score -1391238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1391235.625000 Penalty: 4562.189941
	Iteration 63Q: 3 clusters Score -1391236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1391240.500000 Penalty: 4562.189941
	Iteration 64Q: 3 clusters Score -1391240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1391245.875000 Penalty: 4562.189941
	Iteration 65Q: 3 clusters Score -1391246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1391251.125000 Penalty: 4562.189941
	Iteration 66Q: 3 clusters Score -1391251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1391258.250000 Penalty: 4562.189941
	Iteration 67Q: 3 clusters Score -1391258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1391259.750000 Penalty: 4562.189941
	Iteration 68Q: 3 clusters Score -1391260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1391264.625000 Penalty: 4562.189941
	Iteration 69Q: 3 clusters Score -1391265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1391267.500000 Penalty: 4562.189941
	Iteration 70Q: 3 clusters Score -1391268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1391267.375000 Penalty: 4562.189941
	Iteration 71Q: 3 clusters Score -1391267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1391272.125000 Penalty: 4562.189941
	Iteration 72Q: 3 clusters Score -1391272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1391277.125000 Penalty: 4562.189941
	Iteration 73Q: 3 clusters Score -1391277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1391278.250000 Penalty: 4562.189941
	Iteration 74Q: 3 clusters Score -1391278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1391280.250000 Penalty: 4562.189941
	Iteration 75Q: 3 clusters Score -1391280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1391281.375000 Penalty: 4562.189941
	Iteration 76Q: 3 clusters Score -1391281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1391282.625000 Penalty: 4562.189941
	Iteration 77Q: 3 clusters Score -1391283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1391284.750000 Penalty: 4562.189941
	Iteration 78Q: 3 clusters Score -1391285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1391285.125000 Penalty: 4562.189941
	Iteration 79Q: 3 clusters Score -1391285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1391287.125000 Penalty: 4562.189941
	Iteration 80F: 3 clusters Score -1391287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1391285.125000 Penalty: 4562.189941
	Iteration 81Q: 3 clusters Score -1391285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1391285.500000 Penalty: 4562.189941
	Iteration 82Q: 3 clusters Score -1391286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1391287.250000 Penalty: 4562.189941
	Iteration 83Q: 3 clusters Score -1391287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1391292.125000 Penalty: 4562.189941
	Iteration 84Q: 3 clusters Score -1391292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1391295.750000 Penalty: 4562.189941
	Iteration 85Q: 3 clusters Score -1391296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1391300.000000 Penalty: 4562.189941
	Iteration 86Q: 3 clusters Score -1391300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1391297.375000 Penalty: 4562.189941
	Iteration 87Q: 3 clusters Score -1391297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1391303.125000 Penalty: 4562.189941
	Iteration 88Q: 3 clusters Score -1391303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1391303.500000 Penalty: 4562.189941
	Iteration 89Q: 3 clusters Score -1391304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1391305.250000 Penalty: 4562.189941
	Iteration 90Q: 3 clusters Score -1391305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1391305.125000 Penalty: 4562.189941
	Iteration 91Q: 3 clusters Score -1391305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1391310.000000 Penalty: 4562.189941
	Iteration 92Q: 3 clusters Score -1391310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1391311.125000 Penalty: 4562.189941
	Iteration 93Q: 3 clusters Score -1391311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1391309.875000 Penalty: 4562.189941
	Iteration 94Q: 3 clusters Score -1391310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1391312.250000 Penalty: 4562.189941
	Iteration 95Q: 3 clusters Score -1391312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1391314.000000 Penalty: 4562.189941
	Iteration 96Q: 3 clusters Score -1391314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1391316.500000 Penalty: 4562.189941
	Iteration 97Q: 3 clusters Score -1391316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1391318.750000 Penalty: 4562.189941
	Iteration 98Q: 3 clusters Score -1391319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1391315.000000 Penalty: 4562.189941
	Iteration 99Q: 3 clusters Score -1391315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1391317.375000 Penalty: 4562.189941
	Iteration 100F: 3 clusters Score -1391317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1391318.500000 Penalty: 4562.189941
	Iteration 101Q: 3 clusters Score -1391318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1391319.750000 Penalty: 4562.189941
	Iteration 102Q: 3 clusters Score -1391320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1391319.750000 Penalty: 4562.189941
	Iteration 103F: 3 clusters Score -1391320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -826576.500000 Penalty: 2140.944336
	Iteration 0F: 2 clusters Score -826576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -821718.812500 Penalty: 4281.888672
	Iteration 0F: 3 clusters Score -821718.8 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -822966.562500 Penalty: 4281.888672
	Iteration 1F: 3 clusters Score -822966.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -823225.437500 Penalty: 4281.888672
	Iteration 2F: 3 clusters Score -823225.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -823417.187500 Penalty: 4281.888672
	Iteration 3F: 3 clusters Score -823417.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -823602.625000 Penalty: 4281.888672
	Iteration 4F: 3 clusters Score -823602.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -823781.750000 Penalty: 4281.888672
	Iteration 5Q: 3 clusters Score -823781.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -823955.062500 Penalty: 4281.888672
	Iteration 6Q: 3 clusters Score -823955.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -824109.250000 Penalty: 4281.888672
	Iteration 7Q: 3 clusters Score -824109.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -824276.437500 Penalty: 4281.888672
	Iteration 8Q: 3 clusters Score -824276.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -824425.062500 Penalty: 4281.888672
	Iteration 9Q: 3 clusters Score -824425.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -824561.750000 Penalty: 4281.888672
	Iteration 10Q: 3 clusters Score -824561.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -824704.687500 Penalty: 4281.888672
	Iteration 11Q: 3 clusters Score -824704.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -824826.500000 Penalty: 4281.888672
	Iteration 12Q: 3 clusters Score -824826.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -824915.937500 Penalty: 4281.888672
	Iteration 13Q: 3 clusters Score -824915.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -824980.062500 Penalty: 4281.888672
	Iteration 14Q: 3 clusters Score -824980.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -825027.750000 Penalty: 4281.888672
	Iteration 15Q: 3 clusters Score -825027.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -825063.937500 Penalty: 4281.888672
	Iteration 16Q: 3 clusters Score -825063.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -825084.687500 Penalty: 4281.888672
	Iteration 17Q: 3 clusters Score -825084.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -825101.375000 Penalty: 4281.888672
	Iteration 18Q: 3 clusters Score -825101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -825113.375000 Penalty: 4281.888672
	Iteration 19Q: 3 clusters Score -825113.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -825120.812500 Penalty: 4281.888672
	Iteration 20F: 3 clusters Score -825120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -825126.812500 Penalty: 4281.888672
	Iteration 21Q: 3 clusters Score -825126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -825134.375000 Penalty: 4281.888672
	Iteration 22Q: 3 clusters Score -825134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -825144.312500 Penalty: 4281.888672
	Iteration 23Q: 3 clusters Score -825144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -825149.062500 Penalty: 4281.888672
	Iteration 24Q: 3 clusters Score -825149.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -825156.125000 Penalty: 4281.888672
	Iteration 25Q: 3 clusters Score -825156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -825159.250000 Penalty: 4281.888672
	Iteration 26Q: 3 clusters Score -825159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -825165.687500 Penalty: 4281.888672
	Iteration 27Q: 3 clusters Score -825165.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -825170.937500 Penalty: 4281.888672
	Iteration 28Q: 3 clusters Score -825170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -825176.125000 Penalty: 4281.888672
	Iteration 29Q: 3 clusters Score -825176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -825174.312500 Penalty: 4281.888672
	Iteration 30Q: 3 clusters Score -825174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -825175.312500 Penalty: 4281.888672
	Iteration 31Q: 3 clusters Score -825175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -825175.250000 Penalty: 4281.888672
	Iteration 32Q: 3 clusters Score -825175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -825177.000000 Penalty: 4281.888672
	Iteration 33Q: 3 clusters Score -825177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -825177.437500 Penalty: 4281.888672
	Iteration 34Q: 3 clusters Score -825177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -825177.875000 Penalty: 4281.888672
	Iteration 35Q: 3 clusters Score -825177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -825178.250000 Penalty: 4281.888672
	Iteration 36Q: 3 clusters Score -825178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -825179.250000 Penalty: 4281.888672
	Iteration 37Q: 3 clusters Score -825179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -825179.250000 Penalty: 4281.888672
	Iteration 38F: 3 clusters Score -825179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Entering Unmasked Estep 
Score: -8154217.500000 Penalty: 2703.111328
	Iteration 0F: 2 clusters Score -8154218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8117690.000000 Penalty: 5406.222656
	Iteration 0F: 3 clusters Score -8117690 nChanged 25033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8131613.500000 Penalty: 5406.222656
	Iteration 1F: 3 clusters Score -8131614 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8132266.500000 Penalty: 5406.222656
	Iteration 2Q: 3 clusters Score -8132266 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8133122.500000 Penalty: 5406.222656
	Iteration 3Q: 3 clusters Score -8133122 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8134392.000000 Penalty: 5406.222656
	Iteration 4F: 3 clusters Score -8134392 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -8136408.000000 Penalty: 5406.222656
	Iteration 5F: 3 clusters Score -8136408 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -8139664.000000 Penalty: 5406.222656
	Iteration 6F: 3 clusters Score -8139664 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -8144030.000000 Penalty: 5406.222656
	Iteration 7F: 3 clusters Score -8144030 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8148013.500000 Penalty: 5406.222656
	Iteration 8F: 3 clusters Score -8148014 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8150484.500000 Penalty: 5406.222656
	Iteration 9Q: 3 clusters Score -8150484 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8151445.500000 Penalty: 5406.222656
	Iteration 10Q: 3 clusters Score -8151446 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8151772.500000 Penalty: 5406.222656
	Iteration 11Q: 3 clusters Score -8151772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8151902.500000 Penalty: 5406.222656
	Iteration 12Q: 3 clusters Score -8151902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8151951.500000 Penalty: 5406.222656
	Iteration 13Q: 3 clusters Score -8151952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8151987.500000 Penalty: 5406.222656
	Iteration 14Q: 3 clusters Score -8151988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8151994.000000 Penalty: 5406.222656
	Iteration 15Q: 3 clusters Score -8151994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8152022.000000 Penalty: 5406.222656
	Iteration 16Q: 3 clusters Score -8152022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8152038.500000 Penalty: 5406.222656
	Iteration 17Q: 3 clusters Score -8152038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8152049.500000 Penalty: 5406.222656
	Iteration 18Q: 3 clusters Score -8152050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8152059.000000 Penalty: 5406.222656
	Iteration 19Q: 3 clusters Score -8152059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8152056.500000 Penalty: 5406.222656
	Iteration 20F: 3 clusters Score -8152056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8152064.000000 Penalty: 5406.222656
	Iteration 21Q: 3 clusters Score -8152064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8152069.500000 Penalty: 5406.222656
	Iteration 22Q: 3 clusters Score -8152070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8152078.000000 Penalty: 5406.222656
	Iteration 23Q: 3 clusters Score -8152078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8152074.500000 Penalty: 5406.222656
	Iteration 24Q: 3 clusters Score -8152074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8152075.500000 Penalty: 5406.222656
	Iteration 25Q: 3 clusters Score -8152076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8152075.500000 Penalty: 5406.222656
	Iteration 26F: 3 clusters Score -8152076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111616.593750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111616.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112294.085938 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112294.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112987.695312 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112987.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113498.203125 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113498.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -113635.148438 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -113635.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113725.062500 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113768.273438 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113770.929688 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113770.929688 Penalty: 3339.176514
	Iteration 8F: 3 clusters Score -113770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54157 members 
Mstep: Class 6 contains 166 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101165 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37980 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 104296 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777024.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137778464.000000 to -137777024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -505055.031250 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -505055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -501240.375000 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -501240.4 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -502293.656250 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -502293.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -502825.375000 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -502825.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -503262.562500 Penalty: 4098.357422
	Iteration 3F: 3 clusters Score -503262.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -503596.500000 Penalty: 4098.357422
	Iteration 4F: 3 clusters Score -503596.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -503909.375000 Penalty: 4098.357422
	Iteration 5F: 3 clusters Score -503909.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -504235.125000 Penalty: 4098.357422
	Iteration 6F: 3 clusters Score -504235.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -504483.500000 Penalty: 4098.357422
	Iteration 7F: 3 clusters Score -504483.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -504669.906250 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -504669.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -504789.937500 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -504789.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -504862.187500 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -504862.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -504913.593750 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -504913.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -504953.562500 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -504953.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -504980.562500 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -504980.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -504998.906250 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -504998.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -505013.843750 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -505013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -505026.125000 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -505026.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -505033.656250 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -505033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -505039.500000 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -505039.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -505048.156250 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -505048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -505053.937500 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -505053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -505056.781250 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -505056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -505060.718750 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -505060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -505065.968750 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -505066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -505072.343750 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -505072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -505077.968750 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -505078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -505085.125000 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -505085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -505088.875000 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -505088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -505090.093750 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -505090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -505090.625000 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -505090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -505090.937500 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -505090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -505090.531250 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -505090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -505090.531250 Penalty: 4098.357422
	Iteration 32F: 3 clusters Score -505090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54157 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 101165 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37980 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 104296 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777104.000000 Penalty: 88517.062500
Splitting cluster 7 changes total score from -137778464.000000 to -137777104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (101165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Entering Unmasked Estep 
Score: -15680584.000000 Penalty: 2858.078125
	Iteration 0F: 2 clusters Score -1.568058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -15616889.000000 Penalty: 5716.156250
	Iteration 0F: 3 clusters Score -1.561689e+07 nChanged 47807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -15644450.000000 Penalty: 5716.156250
	Iteration 1F: 3 clusters Score -1.564445e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -15645693.000000 Penalty: 5716.156250
	Iteration 2Q: 3 clusters Score -1.564569e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -15647269.000000 Penalty: 5716.156250
	Iteration 3Q: 3 clusters Score -1.564727e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -15649253.000000 Penalty: 5716.156250
	Iteration 4Q: 3 clusters Score -1.564925e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -15652145.000000 Penalty: 5716.156250
	Iteration 5F: 3 clusters Score -1.565214e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -15656140.000000 Penalty: 5716.156250
	Iteration 6F: 3 clusters Score -1.565614e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -15660699.000000 Penalty: 5716.156250
	Iteration 7F: 3 clusters Score -1.56607e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -15664896.000000 Penalty: 5716.156250
	Iteration 8F: 3 clusters Score -1.56649e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -15667949.000000 Penalty: 5716.156250
	Iteration 9Q: 3 clusters Score -1.566795e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -15669790.000000 Penalty: 5716.156250
	Iteration 10Q: 3 clusters Score -1.566979e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -15671058.000000 Penalty: 5716.156250
	Iteration 11Q: 3 clusters Score -1.567106e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -15672127.000000 Penalty: 5716.156250
	Iteration 12Q: 3 clusters Score -1.567213e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -15672890.000000 Penalty: 5716.156250
	Iteration 13Q: 3 clusters Score -1.567289e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -15673551.000000 Penalty: 5716.156250
	Iteration 14Q: 3 clusters Score -1.567355e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -15674020.000000 Penalty: 5716.156250
	Iteration 15Q: 3 clusters Score -1.567402e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -15674487.000000 Penalty: 5716.156250
	Iteration 16Q: 3 clusters Score -1.567449e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -15674833.000000 Penalty: 5716.156250
	Iteration 17Q: 3 clusters Score -1.567483e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -15675149.000000 Penalty: 5716.156250
	Iteration 18Q: 3 clusters Score -1.567515e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -15675460.000000 Penalty: 5716.156250
	Iteration 19Q: 3 clusters Score -1.567546e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -15675848.000000 Penalty: 5716.156250
	Iteration 20F: 3 clusters Score -1.567585e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -15676140.000000 Penalty: 5716.156250
	Iteration 21Q: 3 clusters Score -1.567614e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -15676368.000000 Penalty: 5716.156250
	Iteration 22Q: 3 clusters Score -1.567637e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -15676645.000000 Penalty: 5716.156250
	Iteration 23Q: 3 clusters Score -1.567664e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -15676898.000000 Penalty: 5716.156250
	Iteration 24Q: 3 clusters Score -1.56769e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -15677103.000000 Penalty: 5716.156250
	Iteration 25Q: 3 clusters Score -1.56771e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -15677230.000000 Penalty: 5716.156250
	Iteration 26Q: 3 clusters Score -1.567723e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -15677334.000000 Penalty: 5716.156250
	Iteration 27Q: 3 clusters Score -1.567733e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -15677445.000000 Penalty: 5716.156250
	Iteration 28Q: 3 clusters Score -1.567744e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -15677439.000000 Penalty: 5716.156250
	Iteration 29Q: 3 clusters Score -1.567744e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -15677565.000000 Penalty: 5716.156250
	Iteration 30Q: 3 clusters Score -1.567756e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -15677667.000000 Penalty: 5716.156250
	Iteration 31Q: 3 clusters Score -1.567767e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -15677715.000000 Penalty: 5716.156250
	Iteration 32Q: 3 clusters Score -1.567772e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -15677772.000000 Penalty: 5716.156250
	Iteration 33Q: 3 clusters Score -1.567777e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -15677854.000000 Penalty: 5716.156250
	Iteration 34Q: 3 clusters Score -1.567785e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -15677919.000000 Penalty: 5716.156250
	Iteration 35Q: 3 clusters Score -1.567792e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -15677989.000000 Penalty: 5716.156250
	Iteration 36Q: 3 clusters Score -1.567799e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -15678020.000000 Penalty: 5716.156250
	Iteration 37Q: 3 clusters Score -1.567802e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -15678113.000000 Penalty: 5716.156250
	Iteration 38Q: 3 clusters Score -1.567811e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -15678171.000000 Penalty: 5716.156250
	Iteration 39Q: 3 clusters Score -1.567817e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -15678204.000000 Penalty: 5716.156250
	Iteration 40F: 3 clusters Score -1.56782e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -15678218.000000 Penalty: 5716.156250
	Iteration 41Q: 3 clusters Score -1.567822e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -15678208.000000 Penalty: 5716.156250
	Iteration 42Q: 3 clusters Score -1.567821e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -15678229.000000 Penalty: 5716.156250
	Iteration 43Q: 3 clusters Score -1.567823e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -15678244.000000 Penalty: 5716.156250
	Iteration 44Q: 3 clusters Score -1.567824e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -15678257.000000 Penalty: 5716.156250
	Iteration 45Q: 3 clusters Score -1.567826e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -15678278.000000 Penalty: 5716.156250
	Iteration 46Q: 3 clusters Score -1.567828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 99005 members 
Entering Unmasked Estep 
Score: -15678301.000000 Penalty: 5716.156250
	Iteration 47Q: 3 clusters Score -1.56783e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -15678281.000000 Penalty: 5716.156250
	Iteration 48Q: 3 clusters Score -1.567828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -15678299.000000 Penalty: 5716.156250
	Iteration 49Q: 3 clusters Score -1.56783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -15678298.000000 Penalty: 5716.156250
	Iteration 50Q: 3 clusters Score -1.56783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -15678298.000000 Penalty: 5716.156250
	Iteration 51Q: 3 clusters Score -1.56783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -15678288.000000 Penalty: 5716.156250
	Iteration 52Q: 3 clusters Score -1.567829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -15678289.000000 Penalty: 5716.156250
	Iteration 53Q: 3 clusters Score -1.567829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -15678287.000000 Penalty: 5716.156250
	Iteration 54Q: 3 clusters Score -1.567829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -15678305.000000 Penalty: 5716.156250
	Iteration 55Q: 3 clusters Score -1.56783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -15678315.000000 Penalty: 5716.156250
	Iteration 56Q: 3 clusters Score -1.567832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -15678335.000000 Penalty: 5716.156250
	Iteration 57Q: 3 clusters Score -1.567834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -15678335.000000 Penalty: 5716.156250
	Iteration 58Q: 3 clusters Score -1.567834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -15678358.000000 Penalty: 5716.156250
	Iteration 59Q: 3 clusters Score -1.567836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -15678393.000000 Penalty: 5716.156250
	Iteration 60F: 3 clusters Score -1.567839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -15678393.000000 Penalty: 5716.156250
	Iteration 61Q: 3 clusters Score -1.567839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -15678416.000000 Penalty: 5716.156250
	Iteration 62Q: 3 clusters Score -1.567842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -15678406.000000 Penalty: 5716.156250
	Iteration 63Q: 3 clusters Score -1.567841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -15678415.000000 Penalty: 5716.156250
	Iteration 64Q: 3 clusters Score -1.567842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -15678405.000000 Penalty: 5716.156250
	Iteration 65Q: 3 clusters Score -1.56784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -15678409.000000 Penalty: 5716.156250
	Iteration 66Q: 3 clusters Score -1.567841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -15678409.000000 Penalty: 5716.156250
	Iteration 67F: 3 clusters Score -1.567841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Entering Unmasked Estep 
Score: -7393203.000000 Penalty: 2672.964111
	Iteration 0F: 2 clusters Score -7393203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7360969.500000 Penalty: 5345.928223
	Iteration 0F: 3 clusters Score -7360970 nChanged 22003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -7373152.500000 Penalty: 5345.928223
	Iteration 1F: 3 clusters Score -7373152 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -7373816.000000 Penalty: 5345.928223
	Iteration 2Q: 3 clusters Score -7373816 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7374633.500000 Penalty: 5345.928223
	Iteration 3Q: 3 clusters Score -7374634 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -7375933.000000 Penalty: 5345.928223
	Iteration 4F: 3 clusters Score -7375933 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -7377993.000000 Penalty: 5345.928223
	Iteration 5F: 3 clusters Score -7377993 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -7381344.000000 Penalty: 5345.928223
	Iteration 6F: 3 clusters Score -7381344 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7385275.500000 Penalty: 5345.928223
	Iteration 7F: 3 clusters Score -7385276 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7388476.500000 Penalty: 5345.928223
	Iteration 8F: 3 clusters Score -7388476 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7390035.000000 Penalty: 5345.928223
	Iteration 9Q: 3 clusters Score -7390035 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7390514.500000 Penalty: 5345.928223
	Iteration 10Q: 3 clusters Score -7390514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7390690.000000 Penalty: 5345.928223
	Iteration 11Q: 3 clusters Score -7390690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7390786.500000 Penalty: 5345.928223
	Iteration 12Q: 3 clusters Score -7390786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7390832.500000 Penalty: 5345.928223
	Iteration 13Q: 3 clusters Score -7390832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7390851.500000 Penalty: 5345.928223
	Iteration 14Q: 3 clusters Score -7390852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7390866.500000 Penalty: 5345.928223
	Iteration 15Q: 3 clusters Score -7390866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7390887.000000 Penalty: 5345.928223
	Iteration 16Q: 3 clusters Score -7390887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7390888.500000 Penalty: 5345.928223
	Iteration 17Q: 3 clusters Score -7390888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7390897.000000 Penalty: 5345.928223
	Iteration 18Q: 3 clusters Score -7390897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7390902.500000 Penalty: 5345.928223
	Iteration 19Q: 3 clusters Score -7390902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7390902.500000 Penalty: 5345.928223
	Iteration 20F: 3 clusters Score -7390902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83862.398438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83862.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84478.484375 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84478.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84755.703125 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -84755.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85120.296875 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85120.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85571.359375 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -85571.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85744.859375 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85744.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85831.195312 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85843.414062 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85843.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85846.703125 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -85846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85848.156250 Penalty: 3225.383789
	Iteration 9F: 3 clusters Score -85848.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85865.281250 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -85865.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85865.281250 Penalty: 3225.383789
	Iteration 11F: 3 clusters Score -85865.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54157 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101165 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 37980 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 104296 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777104.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137778464.000000 to -137777104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (37980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Entering Unmasked Estep 
Score: -5726639.000000 Penalty: 2615.114258
	Iteration 0F: 2 clusters Score -5726639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5700664.500000 Penalty: 5230.228516
	Iteration 0F: 3 clusters Score -5700664 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5710210.500000 Penalty: 5230.228516
	Iteration 1F: 3 clusters Score -5710210 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5710618.500000 Penalty: 5230.228516
	Iteration 2Q: 3 clusters Score -5710618 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5711048.500000 Penalty: 5230.228516
	Iteration 3Q: 3 clusters Score -5711048 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5711555.000000 Penalty: 5230.228516
	Iteration 4Q: 3 clusters Score -5711555 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5712123.000000 Penalty: 5230.228516
	Iteration 5Q: 3 clusters Score -5712123 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5712876.000000 Penalty: 5230.228516
	Iteration 6Q: 3 clusters Score -5712876 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5714094.500000 Penalty: 5230.228516
	Iteration 7F: 3 clusters Score -5714094 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5715925.000000 Penalty: 5230.228516
	Iteration 8F: 3 clusters Score -5715925 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5718199.000000 Penalty: 5230.228516
	Iteration 9F: 3 clusters Score -5718199 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5720531.000000 Penalty: 5230.228516
	Iteration 10F: 3 clusters Score -5720531 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5722384.500000 Penalty: 5230.228516
	Iteration 11F: 3 clusters Score -5722384 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5723428.000000 Penalty: 5230.228516
	Iteration 12Q: 3 clusters Score -5723428 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5723926.000000 Penalty: 5230.228516
	Iteration 13Q: 3 clusters Score -5723926 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5724106.000000 Penalty: 5230.228516
	Iteration 14Q: 3 clusters Score -5724106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5724203.000000 Penalty: 5230.228516
	Iteration 15Q: 3 clusters Score -5724203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5724240.000000 Penalty: 5230.228516
	Iteration 16Q: 3 clusters Score -5724240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5724270.000000 Penalty: 5230.228516
	Iteration 17Q: 3 clusters Score -5724270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5724291.500000 Penalty: 5230.228516
	Iteration 18Q: 3 clusters Score -5724292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5724304.000000 Penalty: 5230.228516
	Iteration 19Q: 3 clusters Score -5724304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5724317.000000 Penalty: 5230.228516
	Iteration 20F: 3 clusters Score -5724317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5724321.500000 Penalty: 5230.228516
	Iteration 21Q: 3 clusters Score -5724322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5724325.000000 Penalty: 5230.228516
	Iteration 22Q: 3 clusters Score -5724325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5724325.000000 Penalty: 5230.228516
	Iteration 23F: 3 clusters Score -5724325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Entering Unmasked Estep 
Score: -12626940.000000 Penalty: 2805.402344
	Iteration 0F: 2 clusters Score -1.262694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -12572716.000000 Penalty: 5610.804688
	Iteration 0F: 3 clusters Score -1.257272e+07 nChanged 38307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -12594203.000000 Penalty: 5610.804688
	Iteration 1F: 3 clusters Score -1.25942e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -12595022.000000 Penalty: 5610.804688
	Iteration 2Q: 3 clusters Score -1.259502e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -12595712.000000 Penalty: 5610.804688
	Iteration 3Q: 3 clusters Score -1.259571e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -12596474.000000 Penalty: 5610.804688
	Iteration 4Q: 3 clusters Score -1.259647e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -12597396.000000 Penalty: 5610.804688
	Iteration 5Q: 3 clusters Score -1.25974e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -12598464.000000 Penalty: 5610.804688
	Iteration 6Q: 3 clusters Score -1.259846e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -12599717.000000 Penalty: 5610.804688
	Iteration 7Q: 3 clusters Score -1.259972e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -12601664.000000 Penalty: 5610.804688
	Iteration 8Q: 3 clusters Score -1.260166e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -12604390.000000 Penalty: 5610.804688
	Iteration 9Q: 3 clusters Score -1.260439e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -12607870.000000 Penalty: 5610.804688
	Iteration 10F: 3 clusters Score -1.260787e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -12610888.000000 Penalty: 5610.804688
	Iteration 11F: 3 clusters Score -1.261089e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -12613004.000000 Penalty: 5610.804688
	Iteration 12Q: 3 clusters Score -1.2613e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -12614293.000000 Penalty: 5610.804688
	Iteration 13Q: 3 clusters Score -1.261429e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -12615120.000000 Penalty: 5610.804688
	Iteration 14Q: 3 clusters Score -1.261512e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -12615766.000000 Penalty: 5610.804688
	Iteration 15Q: 3 clusters Score -1.261577e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -12616402.000000 Penalty: 5610.804688
	Iteration 16Q: 3 clusters Score -1.26164e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -12617111.000000 Penalty: 5610.804688
	Iteration 17Q: 3 clusters Score -1.261711e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -12617800.000000 Penalty: 5610.804688
	Iteration 18Q: 3 clusters Score -1.26178e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -12618418.000000 Penalty: 5610.804688
	Iteration 19Q: 3 clusters Score -1.261842e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -12619084.000000 Penalty: 5610.804688
	Iteration 20F: 3 clusters Score -1.261908e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -12619760.000000 Penalty: 5610.804688
	Iteration 21Q: 3 clusters Score -1.261976e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -12620502.000000 Penalty: 5610.804688
	Iteration 22Q: 3 clusters Score -1.26205e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -12621209.000000 Penalty: 5610.804688
	Iteration 23Q: 3 clusters Score -1.262121e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -12621882.000000 Penalty: 5610.804688
	Iteration 24Q: 3 clusters Score -1.262188e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -12622448.000000 Penalty: 5610.804688
	Iteration 25Q: 3 clusters Score -1.262245e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12623019.000000 Penalty: 5610.804688
	Iteration 26Q: 3 clusters Score -1.262302e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12623484.000000 Penalty: 5610.804688
	Iteration 27Q: 3 clusters Score -1.262348e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12623771.000000 Penalty: 5610.804688
	Iteration 28Q: 3 clusters Score -1.262377e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12623975.000000 Penalty: 5610.804688
	Iteration 29Q: 3 clusters Score -1.262398e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12624074.000000 Penalty: 5610.804688
	Iteration 30Q: 3 clusters Score -1.262407e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12624200.000000 Penalty: 5610.804688
	Iteration 31Q: 3 clusters Score -1.26242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12624265.000000 Penalty: 5610.804688
	Iteration 32Q: 3 clusters Score -1.262426e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12624310.000000 Penalty: 5610.804688
	Iteration 33Q: 3 clusters Score -1.262431e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12624334.000000 Penalty: 5610.804688
	Iteration 34Q: 3 clusters Score -1.262433e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12624343.000000 Penalty: 5610.804688
	Iteration 35Q: 3 clusters Score -1.262434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12624378.000000 Penalty: 5610.804688
	Iteration 36Q: 3 clusters Score -1.262438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12624391.000000 Penalty: 5610.804688
	Iteration 37Q: 3 clusters Score -1.262439e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12624416.000000 Penalty: 5610.804688
	Iteration 38Q: 3 clusters Score -1.262442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12624441.000000 Penalty: 5610.804688
	Iteration 39Q: 3 clusters Score -1.262444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12624464.000000 Penalty: 5610.804688
	Iteration 40F: 3 clusters Score -1.262446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12624484.000000 Penalty: 5610.804688
	Iteration 41Q: 3 clusters Score -1.262448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12624496.000000 Penalty: 5610.804688
	Iteration 42Q: 3 clusters Score -1.26245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12624506.000000 Penalty: 5610.804688
	Iteration 43Q: 3 clusters Score -1.262451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12624503.000000 Penalty: 5610.804688
	Iteration 44Q: 3 clusters Score -1.26245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12624513.000000 Penalty: 5610.804688
	Iteration 45Q: 3 clusters Score -1.262451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12624522.000000 Penalty: 5610.804688
	Iteration 46Q: 3 clusters Score -1.262452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12624525.000000 Penalty: 5610.804688
	Iteration 47Q: 3 clusters Score -1.262452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12624516.000000 Penalty: 5610.804688
	Iteration 48Q: 3 clusters Score -1.262452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12624519.000000 Penalty: 5610.804688
	Iteration 49Q: 3 clusters Score -1.262452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12624520.000000 Penalty: 5610.804688
	Iteration 50Q: 3 clusters Score -1.262452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12624520.000000 Penalty: 5610.804688
	Iteration 51F: 3 clusters Score -1.262452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Entering Unmasked Estep 
Score: -6086596.500000 Penalty: 2630.580322
	Iteration 0F: 2 clusters Score -6086596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -6059137.500000 Penalty: 5261.160645
	Iteration 0F: 3 clusters Score -6059138 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -6069309.500000 Penalty: 5261.160645
	Iteration 1F: 3 clusters Score -6069310 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -6069879.500000 Penalty: 5261.160645
	Iteration 2Q: 3 clusters Score -6069880 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -6070518.500000 Penalty: 5261.160645
	Iteration 3Q: 3 clusters Score -6070518 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -6071225.000000 Penalty: 5261.160645
	Iteration 4Q: 3 clusters Score -6071225 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6071958.500000 Penalty: 5261.160645
	Iteration 5Q: 3 clusters Score -6071958 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6072707.000000 Penalty: 5261.160645
	Iteration 6Q: 3 clusters Score -6072707 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -6073512.500000 Penalty: 5261.160645
	Iteration 7Q: 3 clusters Score -6073512 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -6074269.500000 Penalty: 5261.160645
	Iteration 8Q: 3 clusters Score -6074270 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -6075039.500000 Penalty: 5261.160645
	Iteration 9Q: 3 clusters Score -6075040 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6075679.000000 Penalty: 5261.160645
	Iteration 10Q: 3 clusters Score -6075679 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -6076362.500000 Penalty: 5261.160645
	Iteration 11Q: 3 clusters Score -6076362 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6077069.000000 Penalty: 5261.160645
	Iteration 12Q: 3 clusters Score -6077069 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6077886.500000 Penalty: 5261.160645
	Iteration 13Q: 3 clusters Score -6077886 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -6078887.500000 Penalty: 5261.160645
	Iteration 14Q: 3 clusters Score -6078888 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -6080023.000000 Penalty: 5261.160645
	Iteration 15Q: 3 clusters Score -6080023 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6081332.000000 Penalty: 5261.160645
	Iteration 16Q: 3 clusters Score -6081332 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6082409.000000 Penalty: 5261.160645
	Iteration 17Q: 3 clusters Score -6082409 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6083206.000000 Penalty: 5261.160645
	Iteration 18Q: 3 clusters Score -6083206 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6083732.500000 Penalty: 5261.160645
	Iteration 19Q: 3 clusters Score -6083732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6084047.500000 Penalty: 5261.160645
	Iteration 20F: 3 clusters Score -6084048 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6084210.500000 Penalty: 5261.160645
	Iteration 21Q: 3 clusters Score -6084210 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6084305.000000 Penalty: 5261.160645
	Iteration 22Q: 3 clusters Score -6084305 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6084365.000000 Penalty: 5261.160645
	Iteration 23Q: 3 clusters Score -6084365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6084411.000000 Penalty: 5261.160645
	Iteration 24Q: 3 clusters Score -6084411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6084429.500000 Penalty: 5261.160645
	Iteration 25Q: 3 clusters Score -6084430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6084454.000000 Penalty: 5261.160645
	Iteration 26Q: 3 clusters Score -6084454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6084492.500000 Penalty: 5261.160645
	Iteration 27Q: 3 clusters Score -6084492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6084499.500000 Penalty: 5261.160645
	Iteration 28Q: 3 clusters Score -6084500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6084515.000000 Penalty: 5261.160645
	Iteration 29Q: 3 clusters Score -6084515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6084525.000000 Penalty: 5261.160645
	Iteration 30Q: 3 clusters Score -6084525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6084531.500000 Penalty: 5261.160645
	Iteration 31Q: 3 clusters Score -6084532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6084535.000000 Penalty: 5261.160645
	Iteration 32Q: 3 clusters Score -6084535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6084541.000000 Penalty: 5261.160645
	Iteration 33Q: 3 clusters Score -6084541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6084538.000000 Penalty: 5261.160645
	Iteration 34Q: 3 clusters Score -6084538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6084547.000000 Penalty: 5261.160645
	Iteration 35Q: 3 clusters Score -6084547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6084546.500000 Penalty: 5261.160645
	Iteration 36Q: 3 clusters Score -6084546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6084548.000000 Penalty: 5261.160645
	Iteration 37Q: 3 clusters Score -6084548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6084553.000000 Penalty: 5261.160645
	Iteration 38Q: 3 clusters Score -6084553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6084557.000000 Penalty: 5261.160645
	Iteration 39Q: 3 clusters Score -6084557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6084557.500000 Penalty: 5261.160645
	Iteration 40F: 3 clusters Score -6084558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6084563.500000 Penalty: 5261.160645
	Iteration 41Q: 3 clusters Score -6084564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6084568.000000 Penalty: 5261.160645
	Iteration 42Q: 3 clusters Score -6084568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6084557.000000 Penalty: 5261.160645
	Iteration 43Q: 3 clusters Score -6084557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6084563.000000 Penalty: 5261.160645
	Iteration 44Q: 3 clusters Score -6084563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6084560.500000 Penalty: 5261.160645
	Iteration 45Q: 3 clusters Score -6084560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6084566.000000 Penalty: 5261.160645
	Iteration 46Q: 3 clusters Score -6084566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6084566.000000 Penalty: 5261.160645
	Iteration 47F: 3 clusters Score -6084566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Entering Unmasked Estep 
Score: -10634250.000000 Penalty: 2763.903076
	Iteration 0F: 2 clusters Score -1.063425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -10587897.000000 Penalty: 5527.806152
	Iteration 0F: 3 clusters Score -1.05879e+07 nChanged 32413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -10605954.000000 Penalty: 5527.806152
	Iteration 1F: 3 clusters Score -1.060595e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -10606669.000000 Penalty: 5527.806152
	Iteration 2Q: 3 clusters Score -1.060667e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -10607580.000000 Penalty: 5527.806152
	Iteration 3Q: 3 clusters Score -1.060758e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -10608847.000000 Penalty: 5527.806152
	Iteration 4Q: 3 clusters Score -1.060885e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -10610772.000000 Penalty: 5527.806152
	Iteration 5F: 3 clusters Score -1.061077e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -10613771.000000 Penalty: 5527.806152
	Iteration 6F: 3 clusters Score -1.061377e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -10617982.000000 Penalty: 5527.806152
	Iteration 7F: 3 clusters Score -1.061798e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10622615.000000 Penalty: 5527.806152
	Iteration 8F: 3 clusters Score -1.062262e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10626766.000000 Penalty: 5527.806152
	Iteration 9F: 3 clusters Score -1.062677e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10629426.000000 Penalty: 5527.806152
	Iteration 10Q: 3 clusters Score -1.062943e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10630774.000000 Penalty: 5527.806152
	Iteration 11Q: 3 clusters Score -1.063077e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10631285.000000 Penalty: 5527.806152
	Iteration 12Q: 3 clusters Score -1.063128e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10631549.000000 Penalty: 5527.806152
	Iteration 13Q: 3 clusters Score -1.063155e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10631647.000000 Penalty: 5527.806152
	Iteration 14Q: 3 clusters Score -1.063165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10631715.000000 Penalty: 5527.806152
	Iteration 15Q: 3 clusters Score -1.063172e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10631756.000000 Penalty: 5527.806152
	Iteration 16Q: 3 clusters Score -1.063176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10631778.000000 Penalty: 5527.806152
	Iteration 17Q: 3 clusters Score -1.063178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10631816.000000 Penalty: 5527.806152
	Iteration 18Q: 3 clusters Score -1.063182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10631807.000000 Penalty: 5527.806152
	Iteration 19Q: 3 clusters Score -1.063181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10631811.000000 Penalty: 5527.806152
	Iteration 20F: 3 clusters Score -1.063181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10631808.000000 Penalty: 5527.806152
	Iteration 21Q: 3 clusters Score -1.063181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10631809.000000 Penalty: 5527.806152
	Iteration 22Q: 3 clusters Score -1.063181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10631812.000000 Penalty: 5527.806152
	Iteration 23Q: 3 clusters Score -1.063181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10631812.000000 Penalty: 5527.806152
	Iteration 24F: 3 clusters Score -1.063181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -853544.062500 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -853544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -848525.812500 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -848525.8 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -849875.250000 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -849875.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -850341.625000 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -850341.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -850850.437500 Penalty: 4298.913086
	Iteration 3F: 3 clusters Score -850850.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -851403.312500 Penalty: 4298.913086
	Iteration 4F: 3 clusters Score -851403.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -851836.562500 Penalty: 4298.913086
	Iteration 5F: 3 clusters Score -851836.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -852113.062500 Penalty: 4298.913086
	Iteration 6F: 3 clusters Score -852113.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -852323.937500 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -852323.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -852461.375000 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -852461.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -852552.250000 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -852552.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -852612.375000 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -852612.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -852644.187500 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -852644.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -852673.187500 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -852673.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -852691.437500 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -852691.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -852707.812500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -852707.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -852717.000000 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -852717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -852722.125000 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -852722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -852727.562500 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -852727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -852732.062500 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -852732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -852734.250000 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -852734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -852737.312500 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -852737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -852738.562500 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -852738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -852738.812500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -852738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -852739.375000 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -852739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -852738.812500 Penalty: 4298.913086
	Iteration 24Q: 3 clusters Score -852738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -852740.437500 Penalty: 4298.913086
	Iteration 25Q: 3 clusters Score -852740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -852740.437500 Penalty: 4298.913086
	Iteration 26F: 3 clusters Score -852740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Entering Unmasked Estep 
Score: -3700403.000000 Penalty: 2520.051025
	Iteration 0F: 2 clusters Score -3700403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3682446.000000 Penalty: 5040.102051
	Iteration 0F: 3 clusters Score -3682446 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3688688.250000 Penalty: 5040.102051
	Iteration 1F: 3 clusters Score -3688688 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3689257.750000 Penalty: 5040.102051
	Iteration 2F: 3 clusters Score -3689258 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3689990.000000 Penalty: 5040.102051
	Iteration 3F: 3 clusters Score -3689990 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3690872.500000 Penalty: 5040.102051
	Iteration 4F: 3 clusters Score -3690872 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3692006.750000 Penalty: 5040.102051
	Iteration 5F: 3 clusters Score -3692007 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3693356.000000 Penalty: 5040.102051
	Iteration 6F: 3 clusters Score -3693356 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3694714.750000 Penalty: 5040.102051
	Iteration 7F: 3 clusters Score -3694715 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3696005.000000 Penalty: 5040.102051
	Iteration 8F: 3 clusters Score -3696005 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3696933.000000 Penalty: 5040.102051
	Iteration 9Q: 3 clusters Score -3696933 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3697533.500000 Penalty: 5040.102051
	Iteration 10Q: 3 clusters Score -3697534 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3697906.750000 Penalty: 5040.102051
	Iteration 11Q: 3 clusters Score -3697907 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3698168.250000 Penalty: 5040.102051
	Iteration 12Q: 3 clusters Score -3698168 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3698335.500000 Penalty: 5040.102051
	Iteration 13Q: 3 clusters Score -3698336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3698469.500000 Penalty: 5040.102051
	Iteration 14Q: 3 clusters Score -3698470 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3698567.750000 Penalty: 5040.102051
	Iteration 15Q: 3 clusters Score -3698568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3698629.750000 Penalty: 5040.102051
	Iteration 16Q: 3 clusters Score -3698630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3698689.000000 Penalty: 5040.102051
	Iteration 17Q: 3 clusters Score -3698689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3698738.500000 Penalty: 5040.102051
	Iteration 18Q: 3 clusters Score -3698738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3698755.500000 Penalty: 5040.102051
	Iteration 19Q: 3 clusters Score -3698756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3698776.750000 Penalty: 5040.102051
	Iteration 20F: 3 clusters Score -3698777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3698803.750000 Penalty: 5040.102051
	Iteration 21Q: 3 clusters Score -3698804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3698828.250000 Penalty: 5040.102051
	Iteration 22Q: 3 clusters Score -3698828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3698854.000000 Penalty: 5040.102051
	Iteration 23Q: 3 clusters Score -3698854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3698861.750000 Penalty: 5040.102051
	Iteration 24Q: 3 clusters Score -3698862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3698866.250000 Penalty: 5040.102051
	Iteration 25Q: 3 clusters Score -3698866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3698869.500000 Penalty: 5040.102051
	Iteration 26Q: 3 clusters Score -3698870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3698881.000000 Penalty: 5040.102051
	Iteration 27Q: 3 clusters Score -3698881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3698892.250000 Penalty: 5040.102051
	Iteration 28Q: 3 clusters Score -3698892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3698898.750000 Penalty: 5040.102051
	Iteration 29Q: 3 clusters Score -3698899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3698900.250000 Penalty: 5040.102051
	Iteration 30Q: 3 clusters Score -3698900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3698903.250000 Penalty: 5040.102051
	Iteration 31Q: 3 clusters Score -3698903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3698906.000000 Penalty: 5040.102051
	Iteration 32Q: 3 clusters Score -3698906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3698911.000000 Penalty: 5040.102051
	Iteration 33Q: 3 clusters Score -3698911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3698918.500000 Penalty: 5040.102051
	Iteration 34Q: 3 clusters Score -3698918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3698919.750000 Penalty: 5040.102051
	Iteration 35Q: 3 clusters Score -3698920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3698926.250000 Penalty: 5040.102051
	Iteration 36Q: 3 clusters Score -3698926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3698921.250000 Penalty: 5040.102051
	Iteration 37Q: 3 clusters Score -3698921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3698927.250000 Penalty: 5040.102051
	Iteration 38Q: 3 clusters Score -3698927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3698926.000000 Penalty: 5040.102051
	Iteration 39Q: 3 clusters Score -3698926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3698926.000000 Penalty: 5040.102051
	Iteration 40F: 3 clusters Score -3698926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Entering Unmasked Estep 
Score: -9071654.000000 Penalty: 2720.540527
	Iteration 0F: 2 clusters Score -9071654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -9032691.000000 Penalty: 5441.081055
	Iteration 0F: 3 clusters Score -9032691 nChanged 26954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -9047581.000000 Penalty: 5441.081055
	Iteration 1F: 3 clusters Score -9047581 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -9048434.000000 Penalty: 5441.081055
	Iteration 2Q: 3 clusters Score -9048434 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -9049489.000000 Penalty: 5441.081055
	Iteration 3Q: 3 clusters Score -9049489 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -9051229.000000 Penalty: 5441.081055
	Iteration 4F: 3 clusters Score -9051229 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -9053815.000000 Penalty: 5441.081055
	Iteration 5F: 3 clusters Score -9053815 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -9057375.000000 Penalty: 5441.081055
	Iteration 6F: 3 clusters Score -9057375 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -9061546.000000 Penalty: 5441.081055
	Iteration 7F: 3 clusters Score -9061546 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -9065058.000000 Penalty: 5441.081055
	Iteration 8F: 3 clusters Score -9065058 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -9067206.000000 Penalty: 5441.081055
	Iteration 9Q: 3 clusters Score -9067206 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -9068313.000000 Penalty: 5441.081055
	Iteration 10Q: 3 clusters Score -9068313 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -9068817.000000 Penalty: 5441.081055
	Iteration 11Q: 3 clusters Score -9068817 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -9069097.000000 Penalty: 5441.081055
	Iteration 12Q: 3 clusters Score -9069097 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -9069208.000000 Penalty: 5441.081055
	Iteration 13Q: 3 clusters Score -9069208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -9069277.000000 Penalty: 5441.081055
	Iteration 14Q: 3 clusters Score -9069277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -9069306.000000 Penalty: 5441.081055
	Iteration 15Q: 3 clusters Score -9069306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -9069352.000000 Penalty: 5441.081055
	Iteration 16Q: 3 clusters Score -9069352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -9069348.000000 Penalty: 5441.081055
	Iteration 17Q: 3 clusters Score -9069348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -9069365.000000 Penalty: 5441.081055
	Iteration 18Q: 3 clusters Score -9069365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -9069383.000000 Penalty: 5441.081055
	Iteration 19Q: 3 clusters Score -9069383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -9069397.000000 Penalty: 5441.081055
	Iteration 20F: 3 clusters Score -9069397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -9069400.000000 Penalty: 5441.081055
	Iteration 21Q: 3 clusters Score -9069400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -9069406.000000 Penalty: 5441.081055
	Iteration 22Q: 3 clusters Score -9069406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -9069410.000000 Penalty: 5441.081055
	Iteration 23Q: 3 clusters Score -9069410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -9069420.000000 Penalty: 5441.081055
	Iteration 24Q: 3 clusters Score -9069420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -9069433.000000 Penalty: 5441.081055
	Iteration 25Q: 3 clusters Score -9069433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -9069447.000000 Penalty: 5441.081055
	Iteration 26Q: 3 clusters Score -9069447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -9069444.000000 Penalty: 5441.081055
	Iteration 27Q: 3 clusters Score -9069444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -9069446.000000 Penalty: 5441.081055
	Iteration 28Q: 3 clusters Score -9069446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -9069446.000000 Penalty: 5441.081055
	Iteration 29F: 3 clusters Score -9069446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Entering Unmasked Estep 
Score: -15634779.000000 Penalty: 2858.699951
	Iteration 0F: 2 clusters Score -1.563478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -15568323.000000 Penalty: 5717.399902
	Iteration 0F: 3 clusters Score -1.556832e+07 nChanged 47893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -15595277.000000 Penalty: 5717.399902
	Iteration 1F: 3 clusters Score -1.559528e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -15595972.000000 Penalty: 5717.399902
	Iteration 2Q: 3 clusters Score -1.559597e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -15596764.000000 Penalty: 5717.399902
	Iteration 3Q: 3 clusters Score -1.559676e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -15597759.000000 Penalty: 5717.399902
	Iteration 4Q: 3 clusters Score -1.559776e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -15599210.000000 Penalty: 5717.399902
	Iteration 5Q: 3 clusters Score -1.559921e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -15601465.000000 Penalty: 5717.399902
	Iteration 6Q: 3 clusters Score -1.560146e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -15604866.000000 Penalty: 5717.399902
	Iteration 7F: 3 clusters Score -1.560487e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -15609581.000000 Penalty: 5717.399902
	Iteration 8F: 3 clusters Score -1.560958e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -15614881.000000 Penalty: 5717.399902
	Iteration 9F: 3 clusters Score -1.561488e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -15619107.000000 Penalty: 5717.399902
	Iteration 10F: 3 clusters Score -1.561911e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -15621353.000000 Penalty: 5717.399902
	Iteration 11Q: 3 clusters Score -1.562135e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -15622381.000000 Penalty: 5717.399902
	Iteration 12Q: 3 clusters Score -1.562238e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -15622917.000000 Penalty: 5717.399902
	Iteration 13Q: 3 clusters Score -1.562292e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -15623312.000000 Penalty: 5717.399902
	Iteration 14Q: 3 clusters Score -1.562331e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -15623707.000000 Penalty: 5717.399902
	Iteration 15Q: 3 clusters Score -1.562371e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -15624096.000000 Penalty: 5717.399902
	Iteration 16Q: 3 clusters Score -1.56241e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -15624496.000000 Penalty: 5717.399902
	Iteration 17Q: 3 clusters Score -1.56245e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -15624810.000000 Penalty: 5717.399902
	Iteration 18Q: 3 clusters Score -1.562481e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -15625180.000000 Penalty: 5717.399902
	Iteration 19Q: 3 clusters Score -1.562518e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -15625464.000000 Penalty: 5717.399902
	Iteration 20F: 3 clusters Score -1.562546e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -15625833.000000 Penalty: 5717.399902
	Iteration 21Q: 3 clusters Score -1.562583e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -15626178.000000 Penalty: 5717.399902
	Iteration 22Q: 3 clusters Score -1.562618e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -15626476.000000 Penalty: 5717.399902
	Iteration 23Q: 3 clusters Score -1.562648e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -15626806.000000 Penalty: 5717.399902
	Iteration 24Q: 3 clusters Score -1.562681e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -15627091.000000 Penalty: 5717.399902
	Iteration 25Q: 3 clusters Score -1.562709e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -15627376.000000 Penalty: 5717.399902
	Iteration 26Q: 3 clusters Score -1.562738e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -15627714.000000 Penalty: 5717.399902
	Iteration 27Q: 3 clusters Score -1.562771e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -15628054.000000 Penalty: 5717.399902
	Iteration 28Q: 3 clusters Score -1.562805e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -15628302.000000 Penalty: 5717.399902
	Iteration 29Q: 3 clusters Score -1.56283e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -15628560.000000 Penalty: 5717.399902
	Iteration 30Q: 3 clusters Score -1.562856e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -15628791.000000 Penalty: 5717.399902
	Iteration 31Q: 3 clusters Score -1.562879e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -15629018.000000 Penalty: 5717.399902
	Iteration 32Q: 3 clusters Score -1.562902e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -15629232.000000 Penalty: 5717.399902
	Iteration 33Q: 3 clusters Score -1.562923e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -15629423.000000 Penalty: 5717.399902
	Iteration 34Q: 3 clusters Score -1.562942e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -15629581.000000 Penalty: 5717.399902
	Iteration 35Q: 3 clusters Score -1.562958e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -15629760.000000 Penalty: 5717.399902
	Iteration 36Q: 3 clusters Score -1.562976e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -15629973.000000 Penalty: 5717.399902
	Iteration 37Q: 3 clusters Score -1.562997e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -15630145.000000 Penalty: 5717.399902
	Iteration 38Q: 3 clusters Score -1.563014e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -15630258.000000 Penalty: 5717.399902
	Iteration 39Q: 3 clusters Score -1.563026e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -15630379.000000 Penalty: 5717.399902
	Iteration 40F: 3 clusters Score -1.563038e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -15630520.000000 Penalty: 5717.399902
	Iteration 41Q: 3 clusters Score -1.563052e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -15630607.000000 Penalty: 5717.399902
	Iteration 42Q: 3 clusters Score -1.563061e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -15630780.000000 Penalty: 5717.399902
	Iteration 43Q: 3 clusters Score -1.563078e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -15630890.000000 Penalty: 5717.399902
	Iteration 44Q: 3 clusters Score -1.563089e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -15630997.000000 Penalty: 5717.399902
	Iteration 45Q: 3 clusters Score -1.5631e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -15631094.000000 Penalty: 5717.399902
	Iteration 46Q: 3 clusters Score -1.563109e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -15631109.000000 Penalty: 5717.399902
	Iteration 47Q: 3 clusters Score -1.563111e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -15631216.000000 Penalty: 5717.399902
	Iteration 48Q: 3 clusters Score -1.563122e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -15631350.000000 Penalty: 5717.399902
	Iteration 49Q: 3 clusters Score -1.563135e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -15631479.000000 Penalty: 5717.399902
	Iteration 50Q: 3 clusters Score -1.563148e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -15631629.000000 Penalty: 5717.399902
	Iteration 51Q: 3 clusters Score -1.563163e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -15631741.000000 Penalty: 5717.399902
	Iteration 52Q: 3 clusters Score -1.563174e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -15631857.000000 Penalty: 5717.399902
	Iteration 53Q: 3 clusters Score -1.563186e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -15631965.000000 Penalty: 5717.399902
	Iteration 54Q: 3 clusters Score -1.563196e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -15632026.000000 Penalty: 5717.399902
	Iteration 55Q: 3 clusters Score -1.563203e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -15632124.000000 Penalty: 5717.399902
	Iteration 56Q: 3 clusters Score -1.563212e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -15632232.000000 Penalty: 5717.399902
	Iteration 57Q: 3 clusters Score -1.563223e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -15632382.000000 Penalty: 5717.399902
	Iteration 58Q: 3 clusters Score -1.563238e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -15632452.000000 Penalty: 5717.399902
	Iteration 59Q: 3 clusters Score -1.563245e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -15632554.000000 Penalty: 5717.399902
	Iteration 60F: 3 clusters Score -1.563255e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -15632639.000000 Penalty: 5717.399902
	Iteration 61Q: 3 clusters Score -1.563264e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -15632724.000000 Penalty: 5717.399902
	Iteration 62Q: 3 clusters Score -1.563272e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -15632768.000000 Penalty: 5717.399902
	Iteration 63Q: 3 clusters Score -1.563277e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -15632835.000000 Penalty: 5717.399902
	Iteration 64Q: 3 clusters Score -1.563284e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -15632898.000000 Penalty: 5717.399902
	Iteration 65Q: 3 clusters Score -1.56329e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -15632961.000000 Penalty: 5717.399902
	Iteration 66Q: 3 clusters Score -1.563296e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -15632999.000000 Penalty: 5717.399902
	Iteration 67Q: 3 clusters Score -1.5633e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -15633026.000000 Penalty: 5717.399902
	Iteration 68Q: 3 clusters Score -1.563303e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15633071.000000 Penalty: 5717.399902
	Iteration 69Q: 3 clusters Score -1.563307e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15633046.000000 Penalty: 5717.399902
	Iteration 70Q: 3 clusters Score -1.563305e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15633056.000000 Penalty: 5717.399902
	Iteration 71Q: 3 clusters Score -1.563306e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15633145.000000 Penalty: 5717.399902
	Iteration 72Q: 3 clusters Score -1.563314e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -15633159.000000 Penalty: 5717.399902
	Iteration 73Q: 3 clusters Score -1.563316e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15633161.000000 Penalty: 5717.399902
	Iteration 74Q: 3 clusters Score -1.563316e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15633132.000000 Penalty: 5717.399902
	Iteration 75Q: 3 clusters Score -1.563313e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15633119.000000 Penalty: 5717.399902
	Iteration 76Q: 3 clusters Score -1.563312e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15633117.000000 Penalty: 5717.399902
	Iteration 77Q: 3 clusters Score -1.563312e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15633137.000000 Penalty: 5717.399902
	Iteration 78Q: 3 clusters Score -1.563314e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15633124.000000 Penalty: 5717.399902
	Iteration 79Q: 3 clusters Score -1.563312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15633139.000000 Penalty: 5717.399902
	Iteration 80F: 3 clusters Score -1.563314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15633161.000000 Penalty: 5717.399902
	Iteration 81Q: 3 clusters Score -1.563316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15633166.000000 Penalty: 5717.399902
	Iteration 82Q: 3 clusters Score -1.563317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -15633158.000000 Penalty: 5717.399902
	Iteration 83Q: 3 clusters Score -1.563316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15633170.000000 Penalty: 5717.399902
	Iteration 84Q: 3 clusters Score -1.563317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15633161.000000 Penalty: 5717.399902
	Iteration 85Q: 3 clusters Score -1.563316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15633152.000000 Penalty: 5717.399902
	Iteration 86Q: 3 clusters Score -1.563315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15633160.000000 Penalty: 5717.399902
	Iteration 87Q: 3 clusters Score -1.563316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15633157.000000 Penalty: 5717.399902
	Iteration 88Q: 3 clusters Score -1.563316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15633158.000000 Penalty: 5717.399902
	Iteration 89Q: 3 clusters Score -1.563316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15633156.000000 Penalty: 5717.399902
	Iteration 90Q: 3 clusters Score -1.563316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15633153.000000 Penalty: 5717.399902
	Iteration 91Q: 3 clusters Score -1.563315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15633169.000000 Penalty: 5717.399902
	Iteration 92Q: 3 clusters Score -1.563317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15633147.000000 Penalty: 5717.399902
	Iteration 93Q: 3 clusters Score -1.563315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -15633162.000000 Penalty: 5717.399902
	Iteration 94Q: 3 clusters Score -1.563316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15633160.000000 Penalty: 5717.399902
	Iteration 95Q: 3 clusters Score -1.563316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15633192.000000 Penalty: 5717.399902
	Iteration 96Q: 3 clusters Score -1.563319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15633193.000000 Penalty: 5717.399902
	Iteration 97Q: 3 clusters Score -1.563319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15633198.000000 Penalty: 5717.399902
	Iteration 98Q: 3 clusters Score -1.56332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15633203.000000 Penalty: 5717.399902
	Iteration 99Q: 3 clusters Score -1.56332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15633197.000000 Penalty: 5717.399902
	Iteration 100F: 3 clusters Score -1.56332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15633204.000000 Penalty: 5717.399902
	Iteration 101Q: 3 clusters Score -1.56332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15633201.000000 Penalty: 5717.399902
	Iteration 102Q: 3 clusters Score -1.56332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -15633201.000000 Penalty: 5717.399902
	Iteration 103Q: 3 clusters Score -1.56332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15633200.000000 Penalty: 5717.399902
	Iteration 104Q: 3 clusters Score -1.56332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15633202.000000 Penalty: 5717.399902
	Iteration 105Q: 3 clusters Score -1.56332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15633207.000000 Penalty: 5717.399902
	Iteration 106Q: 3 clusters Score -1.563321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -15633211.000000 Penalty: 5717.399902
	Iteration 107Q: 3 clusters Score -1.563321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -15633215.000000 Penalty: 5717.399902
	Iteration 108Q: 3 clusters Score -1.563322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15633210.000000 Penalty: 5717.399902
	Iteration 109Q: 3 clusters Score -1.563321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15633214.000000 Penalty: 5717.399902
	Iteration 110Q: 3 clusters Score -1.563321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15633213.000000 Penalty: 5717.399902
	Iteration 111Q: 3 clusters Score -1.563321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15633220.000000 Penalty: 5717.399902
	Iteration 112Q: 3 clusters Score -1.563322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15633228.000000 Penalty: 5717.399902
	Iteration 113Q: 3 clusters Score -1.563323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -15633224.000000 Penalty: 5717.399902
	Iteration 114Q: 3 clusters Score -1.563322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15633228.000000 Penalty: 5717.399902
	Iteration 115Q: 3 clusters Score -1.563323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -15633233.000000 Penalty: 5717.399902
	Iteration 116Q: 3 clusters Score -1.563323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15633232.000000 Penalty: 5717.399902
	Iteration 117Q: 3 clusters Score -1.563323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15633219.000000 Penalty: 5717.399902
	Iteration 118Q: 3 clusters Score -1.563322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15633222.000000 Penalty: 5717.399902
	Iteration 119Q: 3 clusters Score -1.563322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15633214.000000 Penalty: 5717.399902
	Iteration 120F: 3 clusters Score -1.563321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15633224.000000 Penalty: 5717.399902
	Iteration 121Q: 3 clusters Score -1.563322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -15633225.000000 Penalty: 5717.399902
	Iteration 122Q: 3 clusters Score -1.563322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15633231.000000 Penalty: 5717.399902
	Iteration 123Q: 3 clusters Score -1.563323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15633238.000000 Penalty: 5717.399902
	Iteration 124Q: 3 clusters Score -1.563324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15633248.000000 Penalty: 5717.399902
	Iteration 125Q: 3 clusters Score -1.563325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15633261.000000 Penalty: 5717.399902
	Iteration 126Q: 3 clusters Score -1.563326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15633279.000000 Penalty: 5717.399902
	Iteration 127Q: 3 clusters Score -1.563328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15633281.000000 Penalty: 5717.399902
	Iteration 128Q: 3 clusters Score -1.563328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15633285.000000 Penalty: 5717.399902
	Iteration 129Q: 3 clusters Score -1.563328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15633293.000000 Penalty: 5717.399902
	Iteration 130Q: 3 clusters Score -1.563329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15633293.000000 Penalty: 5717.399902
	Iteration 131Q: 3 clusters Score -1.563329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15633297.000000 Penalty: 5717.399902
	Iteration 132Q: 3 clusters Score -1.56333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15633308.000000 Penalty: 5717.399902
	Iteration 133Q: 3 clusters Score -1.563331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15633322.000000 Penalty: 5717.399902
	Iteration 134Q: 3 clusters Score -1.563332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -15633321.000000 Penalty: 5717.399902
	Iteration 135Q: 3 clusters Score -1.563332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15633346.000000 Penalty: 5717.399902
	Iteration 136Q: 3 clusters Score -1.563335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15633356.000000 Penalty: 5717.399902
	Iteration 137Q: 3 clusters Score -1.563336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15633356.000000 Penalty: 5717.399902
	Iteration 138Q: 3 clusters Score -1.563336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15633362.000000 Penalty: 5717.399902
	Iteration 139Q: 3 clusters Score -1.563336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15633366.000000 Penalty: 5717.399902
	Iteration 140F: 3 clusters Score -1.563337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15633397.000000 Penalty: 5717.399902
	Iteration 141Q: 3 clusters Score -1.56334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15633425.000000 Penalty: 5717.399902
	Iteration 142Q: 3 clusters Score -1.563342e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15633435.000000 Penalty: 5717.399902
	Iteration 143Q: 3 clusters Score -1.563344e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15633474.000000 Penalty: 5717.399902
	Iteration 144Q: 3 clusters Score -1.563347e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -15633492.000000 Penalty: 5717.399902
	Iteration 145Q: 3 clusters Score -1.563349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15633522.000000 Penalty: 5717.399902
	Iteration 146Q: 3 clusters Score -1.563352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100418 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15633524.000000 Penalty: 5717.399902
	Iteration 147Q: 3 clusters Score -1.563352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15633545.000000 Penalty: 5717.399902
	Iteration 148Q: 3 clusters Score -1.563354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15633567.000000 Penalty: 5717.399902
	Iteration 149Q: 3 clusters Score -1.563357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15633595.000000 Penalty: 5717.399902
	Iteration 150Q: 3 clusters Score -1.56336e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15633622.000000 Penalty: 5717.399902
	Iteration 151Q: 3 clusters Score -1.563362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15633638.000000 Penalty: 5717.399902
	Iteration 152Q: 3 clusters Score -1.563364e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15633663.000000 Penalty: 5717.399902
	Iteration 153Q: 3 clusters Score -1.563366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15633666.000000 Penalty: 5717.399902
	Iteration 154Q: 3 clusters Score -1.563367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15633682.000000 Penalty: 5717.399902
	Iteration 155Q: 3 clusters Score -1.563368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15633703.000000 Penalty: 5717.399902
	Iteration 156Q: 3 clusters Score -1.56337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15633686.000000 Penalty: 5717.399902
	Iteration 157Q: 3 clusters Score -1.563369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15633678.000000 Penalty: 5717.399902
	Iteration 158Q: 3 clusters Score -1.563368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15633690.000000 Penalty: 5717.399902
	Iteration 159Q: 3 clusters Score -1.563369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15633720.000000 Penalty: 5717.399902
	Iteration 160F: 3 clusters Score -1.563372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -15633705.000000 Penalty: 5717.399902
	Iteration 161Q: 3 clusters Score -1.56337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15633715.000000 Penalty: 5717.399902
	Iteration 162Q: 3 clusters Score -1.563372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15633716.000000 Penalty: 5717.399902
	Iteration 163Q: 3 clusters Score -1.563372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15633712.000000 Penalty: 5717.399902
	Iteration 164Q: 3 clusters Score -1.563371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15633717.000000 Penalty: 5717.399902
	Iteration 165Q: 3 clusters Score -1.563372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15633719.000000 Penalty: 5717.399902
	Iteration 166Q: 3 clusters Score -1.563372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15633736.000000 Penalty: 5717.399902
	Iteration 167Q: 3 clusters Score -1.563374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15633732.000000 Penalty: 5717.399902
	Iteration 168Q: 3 clusters Score -1.563373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100031 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15633742.000000 Penalty: 5717.399902
	Iteration 169Q: 3 clusters Score -1.563374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15633752.000000 Penalty: 5717.399902
	Iteration 170Q: 3 clusters Score -1.563375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15633760.000000 Penalty: 5717.399902
	Iteration 171Q: 3 clusters Score -1.563376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15633753.000000 Penalty: 5717.399902
	Iteration 172Q: 3 clusters Score -1.563375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15633769.000000 Penalty: 5717.399902
	Iteration 173Q: 3 clusters Score -1.563377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15633768.000000 Penalty: 5717.399902
	Iteration 174Q: 3 clusters Score -1.563377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -15633774.000000 Penalty: 5717.399902
	Iteration 175Q: 3 clusters Score -1.563377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15633768.000000 Penalty: 5717.399902
	Iteration 176Q: 3 clusters Score -1.563377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15633790.000000 Penalty: 5717.399902
	Iteration 177Q: 3 clusters Score -1.563379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15633774.000000 Penalty: 5717.399902
	Iteration 178Q: 3 clusters Score -1.563377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15633799.000000 Penalty: 5717.399902
	Iteration 179Q: 3 clusters Score -1.56338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15633798.000000 Penalty: 5717.399902
	Iteration 180F: 3 clusters Score -1.56338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15633839.000000 Penalty: 5717.399902
	Iteration 181Q: 3 clusters Score -1.563384e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15633864.000000 Penalty: 5717.399902
	Iteration 182Q: 3 clusters Score -1.563386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -15633896.000000 Penalty: 5717.399902
	Iteration 183Q: 3 clusters Score -1.56339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15633912.000000 Penalty: 5717.399902
	Iteration 184Q: 3 clusters Score -1.563391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -15633913.000000 Penalty: 5717.399902
	Iteration 185Q: 3 clusters Score -1.563391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15633915.000000 Penalty: 5717.399902
	Iteration 186Q: 3 clusters Score -1.563392e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15633951.000000 Penalty: 5717.399902
	Iteration 187Q: 3 clusters Score -1.563395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15633956.000000 Penalty: 5717.399902
	Iteration 188Q: 3 clusters Score -1.563396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -15633983.000000 Penalty: 5717.399902
	Iteration 189Q: 3 clusters Score -1.563398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15633967.000000 Penalty: 5717.399902
	Iteration 190Q: 3 clusters Score -1.563397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15633979.000000 Penalty: 5717.399902
	Iteration 191Q: 3 clusters Score -1.563398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15633988.000000 Penalty: 5717.399902
	Iteration 192Q: 3 clusters Score -1.563399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15633980.000000 Penalty: 5717.399902
	Iteration 193Q: 3 clusters Score -1.563398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -15633985.000000 Penalty: 5717.399902
	Iteration 194Q: 3 clusters Score -1.563398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15633999.000000 Penalty: 5717.399902
	Iteration 195Q: 3 clusters Score -1.5634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -15634009.000000 Penalty: 5717.399902
	Iteration 196Q: 3 clusters Score -1.563401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15634003.000000 Penalty: 5717.399902
	Iteration 197Q: 3 clusters Score -1.5634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15634001.000000 Penalty: 5717.399902
	Iteration 198Q: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15634001.000000 Penalty: 5717.399902
	Iteration 199Q: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15633998.000000 Penalty: 5717.399902
	Iteration 200F: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15633992.000000 Penalty: 5717.399902
	Iteration 201Q: 3 clusters Score -1.563399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15633998.000000 Penalty: 5717.399902
	Iteration 202Q: 3 clusters Score -1.5634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15634000.000000 Penalty: 5717.399902
	Iteration 203Q: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15634005.000000 Penalty: 5717.399902
	Iteration 204Q: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15634002.000000 Penalty: 5717.399902
	Iteration 205Q: 3 clusters Score -1.5634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -15634002.000000 Penalty: 5717.399902
	Iteration 206Q: 3 clusters Score -1.5634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -15633995.000000 Penalty: 5717.399902
	Iteration 207Q: 3 clusters Score -1.5634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15634000.000000 Penalty: 5717.399902
	Iteration 208Q: 3 clusters Score -1.5634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15634006.000000 Penalty: 5717.399902
	Iteration 209Q: 3 clusters Score -1.563401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15634006.000000 Penalty: 5717.399902
	Iteration 210F: 3 clusters Score -1.563401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Entering Unmasked Estep 
Score: -16017282.000000 Penalty: 2865.272949
	Iteration 0F: 2 clusters Score -1.601728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -15949086.000000 Penalty: 5730.545898
	Iteration 0F: 3 clusters Score -1.594909e+07 nChanged 49187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -15977117.000000 Penalty: 5730.545898
	Iteration 1F: 3 clusters Score -1.597712e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -15978093.000000 Penalty: 5730.545898
	Iteration 2Q: 3 clusters Score -1.597809e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -15979400.000000 Penalty: 5730.545898
	Iteration 3Q: 3 clusters Score -1.59794e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -15981539.000000 Penalty: 5730.545898
	Iteration 4Q: 3 clusters Score -1.598154e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -15985069.000000 Penalty: 5730.545898
	Iteration 5F: 3 clusters Score -1.598507e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -15990869.000000 Penalty: 5730.545898
	Iteration 6F: 3 clusters Score -1.599087e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -15998645.000000 Penalty: 5730.545898
	Iteration 7F: 3 clusters Score -1.599864e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -16006102.000000 Penalty: 5730.545898
	Iteration 8F: 3 clusters Score -1.60061e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -16011089.000000 Penalty: 5730.545898
	Iteration 9Q: 3 clusters Score -1.601109e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -16013059.000000 Penalty: 5730.545898
	Iteration 10Q: 3 clusters Score -1.601306e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -16013799.000000 Penalty: 5730.545898
	Iteration 11Q: 3 clusters Score -1.60138e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -16014306.000000 Penalty: 5730.545898
	Iteration 12Q: 3 clusters Score -1.601431e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -16014595.000000 Penalty: 5730.545898
	Iteration 13Q: 3 clusters Score -1.60146e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -16014916.000000 Penalty: 5730.545898
	Iteration 14Q: 3 clusters Score -1.601492e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -16015133.000000 Penalty: 5730.545898
	Iteration 15Q: 3 clusters Score -1.601513e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -16015306.000000 Penalty: 5730.545898
	Iteration 16Q: 3 clusters Score -1.601531e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -16015431.000000 Penalty: 5730.545898
	Iteration 17Q: 3 clusters Score -1.601543e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -16015531.000000 Penalty: 5730.545898
	Iteration 18Q: 3 clusters Score -1.601553e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -16015566.000000 Penalty: 5730.545898
	Iteration 19Q: 3 clusters Score -1.601557e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -16015631.000000 Penalty: 5730.545898
	Iteration 20F: 3 clusters Score -1.601563e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -16015695.000000 Penalty: 5730.545898
	Iteration 21Q: 3 clusters Score -1.60157e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -16015726.000000 Penalty: 5730.545898
	Iteration 22Q: 3 clusters Score -1.601573e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -16015724.000000 Penalty: 5730.545898
	Iteration 23Q: 3 clusters Score -1.601572e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -16015760.000000 Penalty: 5730.545898
	Iteration 24Q: 3 clusters Score -1.601576e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -16015804.000000 Penalty: 5730.545898
	Iteration 25Q: 3 clusters Score -1.60158e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -16015810.000000 Penalty: 5730.545898
	Iteration 26Q: 3 clusters Score -1.601581e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -16015815.000000 Penalty: 5730.545898
	Iteration 27Q: 3 clusters Score -1.601582e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -16015864.000000 Penalty: 5730.545898
	Iteration 28Q: 3 clusters Score -1.601586e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -16015893.000000 Penalty: 5730.545898
	Iteration 29Q: 3 clusters Score -1.601589e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -16015925.000000 Penalty: 5730.545898
	Iteration 30Q: 3 clusters Score -1.601592e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -16015965.000000 Penalty: 5730.545898
	Iteration 31Q: 3 clusters Score -1.601596e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -16016008.000000 Penalty: 5730.545898
	Iteration 32Q: 3 clusters Score -1.601601e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -16016001.000000 Penalty: 5730.545898
	Iteration 33Q: 3 clusters Score -1.6016e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -16015980.000000 Penalty: 5730.545898
	Iteration 34Q: 3 clusters Score -1.601598e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -16015969.000000 Penalty: 5730.545898
	Iteration 35Q: 3 clusters Score -1.601597e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -16016025.000000 Penalty: 5730.545898
	Iteration 36Q: 3 clusters Score -1.601602e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -16015983.000000 Penalty: 5730.545898
	Iteration 37Q: 3 clusters Score -1.601598e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -16016011.000000 Penalty: 5730.545898
	Iteration 38Q: 3 clusters Score -1.601601e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -16016051.000000 Penalty: 5730.545898
	Iteration 39Q: 3 clusters Score -1.601605e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -16016077.000000 Penalty: 5730.545898
	Iteration 40F: 3 clusters Score -1.601608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -16016055.000000 Penalty: 5730.545898
	Iteration 41Q: 3 clusters Score -1.601606e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -16016092.000000 Penalty: 5730.545898
	Iteration 42Q: 3 clusters Score -1.601609e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -16016072.000000 Penalty: 5730.545898
	Iteration 43Q: 3 clusters Score -1.601607e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -16016122.000000 Penalty: 5730.545898
	Iteration 44Q: 3 clusters Score -1.601612e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -16016174.000000 Penalty: 5730.545898
	Iteration 45Q: 3 clusters Score -1.601617e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -16016197.000000 Penalty: 5730.545898
	Iteration 46Q: 3 clusters Score -1.60162e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -16016226.000000 Penalty: 5730.545898
	Iteration 47Q: 3 clusters Score -1.601623e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -16016219.000000 Penalty: 5730.545898
	Iteration 48Q: 3 clusters Score -1.601622e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -16016241.000000 Penalty: 5730.545898
	Iteration 49Q: 3 clusters Score -1.601624e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -16016200.000000 Penalty: 5730.545898
	Iteration 50Q: 3 clusters Score -1.60162e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -16016204.000000 Penalty: 5730.545898
	Iteration 51Q: 3 clusters Score -1.60162e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -16016149.000000 Penalty: 5730.545898
	Iteration 52Q: 3 clusters Score -1.601615e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -16016129.000000 Penalty: 5730.545898
	Iteration 53Q: 3 clusters Score -1.601613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -16016119.000000 Penalty: 5730.545898
	Iteration 54Q: 3 clusters Score -1.601612e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -16016130.000000 Penalty: 5730.545898
	Iteration 55Q: 3 clusters Score -1.601613e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -16016115.000000 Penalty: 5730.545898
	Iteration 56Q: 3 clusters Score -1.601612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -16016120.000000 Penalty: 5730.545898
	Iteration 57Q: 3 clusters Score -1.601612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -16016109.000000 Penalty: 5730.545898
	Iteration 58Q: 3 clusters Score -1.601611e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -16016096.000000 Penalty: 5730.545898
	Iteration 59Q: 3 clusters Score -1.60161e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -16016076.000000 Penalty: 5730.545898
	Iteration 60F: 3 clusters Score -1.601608e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -16016041.000000 Penalty: 5730.545898
	Iteration 61Q: 3 clusters Score -1.601604e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -16016010.000000 Penalty: 5730.545898
	Iteration 62Q: 3 clusters Score -1.601601e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -16016008.000000 Penalty: 5730.545898
	Iteration 63Q: 3 clusters Score -1.601601e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -16016051.000000 Penalty: 5730.545898
	Iteration 64Q: 3 clusters Score -1.601605e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -16015999.000000 Penalty: 5730.545898
	Iteration 65Q: 3 clusters Score -1.6016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -16016023.000000 Penalty: 5730.545898
	Iteration 66Q: 3 clusters Score -1.601602e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -16016012.000000 Penalty: 5730.545898
	Iteration 67Q: 3 clusters Score -1.601601e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -16015988.000000 Penalty: 5730.545898
	Iteration 68Q: 3 clusters Score -1.601599e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -16015991.000000 Penalty: 5730.545898
	Iteration 69Q: 3 clusters Score -1.601599e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -16015996.000000 Penalty: 5730.545898
	Iteration 70Q: 3 clusters Score -1.6016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -16015962.000000 Penalty: 5730.545898
	Iteration 71Q: 3 clusters Score -1.601596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -16015976.000000 Penalty: 5730.545898
	Iteration 72Q: 3 clusters Score -1.601598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -16015957.000000 Penalty: 5730.545898
	Iteration 73Q: 3 clusters Score -1.601596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -16015963.000000 Penalty: 5730.545898
	Iteration 74Q: 3 clusters Score -1.601596e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -16015972.000000 Penalty: 5730.545898
	Iteration 75Q: 3 clusters Score -1.601597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -16015983.000000 Penalty: 5730.545898
	Iteration 76Q: 3 clusters Score -1.601598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -16015978.000000 Penalty: 5730.545898
	Iteration 77Q: 3 clusters Score -1.601598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -16015955.000000 Penalty: 5730.545898
	Iteration 78Q: 3 clusters Score -1.601596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -16015957.000000 Penalty: 5730.545898
	Iteration 79Q: 3 clusters Score -1.601596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -16015957.000000 Penalty: 5730.545898
	Iteration 80F: 3 clusters Score -1.601596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -16015977.000000 Penalty: 5730.545898
	Iteration 81Q: 3 clusters Score -1.601598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -16015975.000000 Penalty: 5730.545898
	Iteration 82Q: 3 clusters Score -1.601598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -16015964.000000 Penalty: 5730.545898
	Iteration 83Q: 3 clusters Score -1.601596e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -16015935.000000 Penalty: 5730.545898
	Iteration 84Q: 3 clusters Score -1.601594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -16015920.000000 Penalty: 5730.545898
	Iteration 85Q: 3 clusters Score -1.601592e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -16015904.000000 Penalty: 5730.545898
	Iteration 86Q: 3 clusters Score -1.60159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -16015913.000000 Penalty: 5730.545898
	Iteration 87Q: 3 clusters Score -1.601591e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -16015922.000000 Penalty: 5730.545898
	Iteration 88Q: 3 clusters Score -1.601592e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -16015901.000000 Penalty: 5730.545898
	Iteration 89Q: 3 clusters Score -1.60159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -16015914.000000 Penalty: 5730.545898
	Iteration 90Q: 3 clusters Score -1.601591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -16015908.000000 Penalty: 5730.545898
	Iteration 91Q: 3 clusters Score -1.601591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -16015901.000000 Penalty: 5730.545898
	Iteration 92Q: 3 clusters Score -1.60159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -16015893.000000 Penalty: 5730.545898
	Iteration 93Q: 3 clusters Score -1.601589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -16015887.000000 Penalty: 5730.545898
	Iteration 94Q: 3 clusters Score -1.601589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -16015902.000000 Penalty: 5730.545898
	Iteration 95Q: 3 clusters Score -1.60159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -16015877.000000 Penalty: 5730.545898
	Iteration 96Q: 3 clusters Score -1.601588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -16015870.000000 Penalty: 5730.545898
	Iteration 97Q: 3 clusters Score -1.601587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -16015861.000000 Penalty: 5730.545898
	Iteration 98Q: 3 clusters Score -1.601586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -16015862.000000 Penalty: 5730.545898
	Iteration 99Q: 3 clusters Score -1.601586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -16015867.000000 Penalty: 5730.545898
	Iteration 100F: 3 clusters Score -1.601587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -16015871.000000 Penalty: 5730.545898
	Iteration 101Q: 3 clusters Score -1.601587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -16015875.000000 Penalty: 5730.545898
	Iteration 102Q: 3 clusters Score -1.601588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -16015875.000000 Penalty: 5730.545898
	Iteration 103Q: 3 clusters Score -1.601588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -16015860.000000 Penalty: 5730.545898
	Iteration 104Q: 3 clusters Score -1.601586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -16015865.000000 Penalty: 5730.545898
	Iteration 105Q: 3 clusters Score -1.601586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -16015855.000000 Penalty: 5730.545898
	Iteration 106Q: 3 clusters Score -1.601586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -16015865.000000 Penalty: 5730.545898
	Iteration 107Q: 3 clusters Score -1.601586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -16015871.000000 Penalty: 5730.545898
	Iteration 108Q: 3 clusters Score -1.601587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -16015862.000000 Penalty: 5730.545898
	Iteration 109Q: 3 clusters Score -1.601586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -16015866.000000 Penalty: 5730.545898
	Iteration 110Q: 3 clusters Score -1.601587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -16015870.000000 Penalty: 5730.545898
	Iteration 111Q: 3 clusters Score -1.601587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -16015867.000000 Penalty: 5730.545898
	Iteration 112Q: 3 clusters Score -1.601587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -16015867.000000 Penalty: 5730.545898
	Iteration 113Q: 3 clusters Score -1.601587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -16015860.000000 Penalty: 5730.545898
	Iteration 114Q: 3 clusters Score -1.601586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -16015862.000000 Penalty: 5730.545898
	Iteration 115Q: 3 clusters Score -1.601586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -16015862.000000 Penalty: 5730.545898
	Iteration 116Q: 3 clusters Score -1.601586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -16015862.000000 Penalty: 5730.545898
	Iteration 117Q: 3 clusters Score -1.601586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -16015863.000000 Penalty: 5730.545898
	Iteration 118Q: 3 clusters Score -1.601586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -16015857.000000 Penalty: 5730.545898
	Iteration 119Q: 3 clusters Score -1.601586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -16015851.000000 Penalty: 5730.545898
	Iteration 120F: 3 clusters Score -1.601585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -16015859.000000 Penalty: 5730.545898
	Iteration 121Q: 3 clusters Score -1.601586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -16015856.000000 Penalty: 5730.545898
	Iteration 122Q: 3 clusters Score -1.601586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -16015856.000000 Penalty: 5730.545898
	Iteration 123F: 3 clusters Score -1.601586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Entering Unmasked Estep 
Score: -5891928.500000 Penalty: 2615.466553
	Iteration 0F: 2 clusters Score -5891928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5865989.500000 Penalty: 5230.933105
	Iteration 0F: 3 clusters Score -5865990 nChanged 17473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5875732.500000 Penalty: 5230.933105
	Iteration 1F: 3 clusters Score -5875732 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5876528.000000 Penalty: 5230.933105
	Iteration 2F: 3 clusters Score -5876528 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5877673.000000 Penalty: 5230.933105
	Iteration 3F: 3 clusters Score -5877673 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5879462.000000 Penalty: 5230.933105
	Iteration 4F: 3 clusters Score -5879462 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5882043.500000 Penalty: 5230.933105
	Iteration 5F: 3 clusters Score -5882044 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5884981.000000 Penalty: 5230.933105
	Iteration 6F: 3 clusters Score -5884981 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5887407.500000 Penalty: 5230.933105
	Iteration 7F: 3 clusters Score -5887408 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5888709.000000 Penalty: 5230.933105
	Iteration 8Q: 3 clusters Score -5888709 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5889280.000000 Penalty: 5230.933105
	Iteration 9Q: 3 clusters Score -5889280 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5889509.000000 Penalty: 5230.933105
	Iteration 10Q: 3 clusters Score -5889509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5889609.000000 Penalty: 5230.933105
	Iteration 11Q: 3 clusters Score -5889609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5889644.500000 Penalty: 5230.933105
	Iteration 12Q: 3 clusters Score -5889644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5889678.500000 Penalty: 5230.933105
	Iteration 13Q: 3 clusters Score -5889678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5889699.500000 Penalty: 5230.933105
	Iteration 14Q: 3 clusters Score -5889700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5889698.500000 Penalty: 5230.933105
	Iteration 15Q: 3 clusters Score -5889698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5889706.500000 Penalty: 5230.933105
	Iteration 16Q: 3 clusters Score -5889706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5889711.500000 Penalty: 5230.933105
	Iteration 17Q: 3 clusters Score -5889712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5889718.500000 Penalty: 5230.933105
	Iteration 18Q: 3 clusters Score -5889718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5889723.000000 Penalty: 5230.933105
	Iteration 19Q: 3 clusters Score -5889723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5889724.500000 Penalty: 5230.933105
	Iteration 20F: 3 clusters Score -5889724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5889736.500000 Penalty: 5230.933105
	Iteration 21Q: 3 clusters Score -5889736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5889743.000000 Penalty: 5230.933105
	Iteration 22Q: 3 clusters Score -5889743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5889745.000000 Penalty: 5230.933105
	Iteration 23Q: 3 clusters Score -5889745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5889748.500000 Penalty: 5230.933105
	Iteration 24Q: 3 clusters Score -5889748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5889748.500000 Penalty: 5230.933105
	Iteration 25F: 3 clusters Score -5889748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Entering Unmasked Estep 
Score: -16131304.000000 Penalty: 2865.636963
	Iteration 0F: 2 clusters Score -1.61313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -16063943.000000 Penalty: 5731.273926
	Iteration 0F: 3 clusters Score -1.606394e+07 nChanged 49517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -16092612.000000 Penalty: 5731.273926
	Iteration 1F: 3 clusters Score -1.609261e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -16093784.000000 Penalty: 5731.273926
	Iteration 2Q: 3 clusters Score -1.609378e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -16095533.000000 Penalty: 5731.273926
	Iteration 3Q: 3 clusters Score -1.609553e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -16098479.000000 Penalty: 5731.273926
	Iteration 4F: 3 clusters Score -1.609848e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -16102794.000000 Penalty: 5731.273926
	Iteration 5F: 3 clusters Score -1.610279e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -16108701.000000 Penalty: 5731.273926
	Iteration 6F: 3 clusters Score -1.61087e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -16115253.000000 Penalty: 5731.273926
	Iteration 7F: 3 clusters Score -1.611525e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -16120680.000000 Penalty: 5731.273926
	Iteration 8F: 3 clusters Score -1.612068e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -16124291.000000 Penalty: 5731.273926
	Iteration 9Q: 3 clusters Score -1.612429e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -16126245.000000 Penalty: 5731.273926
	Iteration 10Q: 3 clusters Score -1.612624e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16127300.000000 Penalty: 5731.273926
	Iteration 11Q: 3 clusters Score -1.61273e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16127863.000000 Penalty: 5731.273926
	Iteration 12Q: 3 clusters Score -1.612786e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16128135.000000 Penalty: 5731.273926
	Iteration 13Q: 3 clusters Score -1.612814e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16128319.000000 Penalty: 5731.273926
	Iteration 14Q: 3 clusters Score -1.612832e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16128468.000000 Penalty: 5731.273926
	Iteration 15Q: 3 clusters Score -1.612847e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16128558.000000 Penalty: 5731.273926
	Iteration 16Q: 3 clusters Score -1.612856e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16128679.000000 Penalty: 5731.273926
	Iteration 17Q: 3 clusters Score -1.612868e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16128725.000000 Penalty: 5731.273926
	Iteration 18Q: 3 clusters Score -1.612872e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16128754.000000 Penalty: 5731.273926
	Iteration 19Q: 3 clusters Score -1.612875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16128781.000000 Penalty: 5731.273926
	Iteration 20F: 3 clusters Score -1.612878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16128807.000000 Penalty: 5731.273926
	Iteration 21Q: 3 clusters Score -1.612881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16128796.000000 Penalty: 5731.273926
	Iteration 22Q: 3 clusters Score -1.61288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16128810.000000 Penalty: 5731.273926
	Iteration 23Q: 3 clusters Score -1.612881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16128819.000000 Penalty: 5731.273926
	Iteration 24Q: 3 clusters Score -1.612882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -16128837.000000 Penalty: 5731.273926
	Iteration 25Q: 3 clusters Score -1.612884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16128853.000000 Penalty: 5731.273926
	Iteration 26Q: 3 clusters Score -1.612885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103757 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -16128860.000000 Penalty: 5731.273926
	Iteration 27Q: 3 clusters Score -1.612886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16128861.000000 Penalty: 5731.273926
	Iteration 28Q: 3 clusters Score -1.612886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16128861.000000 Penalty: 5731.273926
	Iteration 29F: 3 clusters Score -1.612886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24250.267578 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24250.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24338.044922 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24338.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24366.113281 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24366.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24392.755859 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24392.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24409.476562 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24409.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24428.068359 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24428.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24449.339844 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24449.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24467.351562 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -24467.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24487.732422 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -24487.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24499.574219 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -24499.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24504.679688 Penalty: 2732.656738
	Iteration 10Q: 3 clusters Score -24504.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24504.679688 Penalty: 2732.656738
	Iteration 11F: 3 clusters Score -24504.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1270333.500000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1263573.125000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1263573 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1265465.375000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1265465 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1265772.625000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1265773 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1265988.750000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1265989 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1266167.250000 Penalty: 4492.539551
	Iteration 4Q: 3 clusters Score -1266167 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1266324.750000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1266325 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1266482.875000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1266483 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1266615.250000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1266615 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1266741.250000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1266741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1266847.500000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1266848 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1266969.500000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1266970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1267117.500000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1267118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1267263.750000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1267264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1267419.250000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1267419 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1267596.500000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1267596 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1267782.500000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1267782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1267935.250000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1267935 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1268051.250000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1268051 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1268145.625000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1268146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1268218.250000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1268218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1268285.875000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1268286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1268333.000000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1268333 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1268365.000000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1268365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1268391.750000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1268392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1268418.375000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1268418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1268436.875000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1268437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1268447.875000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1268448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1268457.500000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1268458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1268466.500000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1268466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1268471.750000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1268472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1268477.875000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1268478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1268486.625000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1268487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1268486.375000 Penalty: 4492.539551
	Iteration 32Q: 3 clusters Score -1268486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1268495.750000 Penalty: 4492.539551
	Iteration 33Q: 3 clusters Score -1268496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1268498.750000 Penalty: 4492.539551
	Iteration 34Q: 3 clusters Score -1268499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1268501.625000 Penalty: 4492.539551
	Iteration 35Q: 3 clusters Score -1268502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1268504.375000 Penalty: 4492.539551
	Iteration 36Q: 3 clusters Score -1268504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1268508.125000 Penalty: 4492.539551
	Iteration 37Q: 3 clusters Score -1268508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1268506.000000 Penalty: 4492.539551
	Iteration 38Q: 3 clusters Score -1268506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1268512.125000 Penalty: 4492.539551
	Iteration 39Q: 3 clusters Score -1268512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1268517.500000 Penalty: 4492.539551
	Iteration 40F: 3 clusters Score -1268518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1268520.000000 Penalty: 4492.539551
	Iteration 41Q: 3 clusters Score -1268520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1268526.500000 Penalty: 4492.539551
	Iteration 42Q: 3 clusters Score -1268526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1268531.625000 Penalty: 4492.539551
	Iteration 43Q: 3 clusters Score -1268532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1268528.250000 Penalty: 4492.539551
	Iteration 44Q: 3 clusters Score -1268528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1268533.625000 Penalty: 4492.539551
	Iteration 45Q: 3 clusters Score -1268534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1268534.375000 Penalty: 4492.539551
	Iteration 46Q: 3 clusters Score -1268534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1268536.125000 Penalty: 4492.539551
	Iteration 47Q: 3 clusters Score -1268536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1268538.000000 Penalty: 4492.539551
	Iteration 48Q: 3 clusters Score -1268538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1268538.875000 Penalty: 4492.539551
	Iteration 49Q: 3 clusters Score -1268539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1268541.000000 Penalty: 4492.539551
	Iteration 50Q: 3 clusters Score -1268541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1268544.125000 Penalty: 4492.539551
	Iteration 51Q: 3 clusters Score -1268544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1268549.500000 Penalty: 4492.539551
	Iteration 52Q: 3 clusters Score -1268550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1268549.500000 Penalty: 4492.539551
	Iteration 53Q: 3 clusters Score -1268550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1268548.875000 Penalty: 4492.539551
	Iteration 54Q: 3 clusters Score -1268549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1268550.000000 Penalty: 4492.539551
	Iteration 55Q: 3 clusters Score -1268550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1268550.000000 Penalty: 4492.539551
	Iteration 56F: 3 clusters Score -1268550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Entering Unmasked Estep 
Score: -1932481.625000 Penalty: 2340.316162
	Iteration 0F: 2 clusters Score -1932482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1923242.750000 Penalty: 4680.632324
	Iteration 0F: 3 clusters Score -1923243 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1926019.750000 Penalty: 4680.632324
	Iteration 1F: 3 clusters Score -1926020 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1926383.250000 Penalty: 4680.632324
	Iteration 2F: 3 clusters Score -1926383 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1926706.125000 Penalty: 4680.632324
	Iteration 3F: 3 clusters Score -1926706 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1926996.625000 Penalty: 4680.632324
	Iteration 4Q: 3 clusters Score -1926997 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1927294.125000 Penalty: 4680.632324
	Iteration 5Q: 3 clusters Score -1927294 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1927594.500000 Penalty: 4680.632324
	Iteration 6Q: 3 clusters Score -1927594 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1927872.000000 Penalty: 4680.632324
	Iteration 7Q: 3 clusters Score -1927872 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1928131.000000 Penalty: 4680.632324
	Iteration 8Q: 3 clusters Score -1928131 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1928360.125000 Penalty: 4680.632324
	Iteration 9Q: 3 clusters Score -1928360 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1928573.625000 Penalty: 4680.632324
	Iteration 10Q: 3 clusters Score -1928574 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1928813.000000 Penalty: 4680.632324
	Iteration 11Q: 3 clusters Score -1928813 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1929041.500000 Penalty: 4680.632324
	Iteration 12Q: 3 clusters Score -1929042 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1929233.250000 Penalty: 4680.632324
	Iteration 13Q: 3 clusters Score -1929233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1929394.500000 Penalty: 4680.632324
	Iteration 14Q: 3 clusters Score -1929394 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1929515.250000 Penalty: 4680.632324
	Iteration 15Q: 3 clusters Score -1929515 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1929607.125000 Penalty: 4680.632324
	Iteration 16Q: 3 clusters Score -1929607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1929693.375000 Penalty: 4680.632324
	Iteration 17Q: 3 clusters Score -1929693 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1929756.625000 Penalty: 4680.632324
	Iteration 18Q: 3 clusters Score -1929757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1929802.125000 Penalty: 4680.632324
	Iteration 19Q: 3 clusters Score -1929802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1929841.125000 Penalty: 4680.632324
	Iteration 20F: 3 clusters Score -1929841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1929869.250000 Penalty: 4680.632324
	Iteration 21Q: 3 clusters Score -1929869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1929901.875000 Penalty: 4680.632324
	Iteration 22Q: 3 clusters Score -1929902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1929938.875000 Penalty: 4680.632324
	Iteration 23Q: 3 clusters Score -1929939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1929968.000000 Penalty: 4680.632324
	Iteration 24Q: 3 clusters Score -1929968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1929993.250000 Penalty: 4680.632324
	Iteration 25Q: 3 clusters Score -1929993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1930008.875000 Penalty: 4680.632324
	Iteration 26Q: 3 clusters Score -1930009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1930040.875000 Penalty: 4680.632324
	Iteration 27Q: 3 clusters Score -1930041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1930069.375000 Penalty: 4680.632324
	Iteration 28Q: 3 clusters Score -1930069 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1930102.500000 Penalty: 4680.632324
	Iteration 29Q: 3 clusters Score -1930102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1930122.750000 Penalty: 4680.632324
	Iteration 30Q: 3 clusters Score -1930123 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1930147.875000 Penalty: 4680.632324
	Iteration 31Q: 3 clusters Score -1930148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1930173.875000 Penalty: 4680.632324
	Iteration 32Q: 3 clusters Score -1930174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1930190.000000 Penalty: 4680.632324
	Iteration 33Q: 3 clusters Score -1930190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1930216.125000 Penalty: 4680.632324
	Iteration 34Q: 3 clusters Score -1930216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1930231.750000 Penalty: 4680.632324
	Iteration 35Q: 3 clusters Score -1930232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1930248.875000 Penalty: 4680.632324
	Iteration 36Q: 3 clusters Score -1930249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1930279.250000 Penalty: 4680.632324
	Iteration 37Q: 3 clusters Score -1930279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1930292.500000 Penalty: 4680.632324
	Iteration 38Q: 3 clusters Score -1930292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1930309.750000 Penalty: 4680.632324
	Iteration 39Q: 3 clusters Score -1930310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1930321.250000 Penalty: 4680.632324
	Iteration 40F: 3 clusters Score -1930321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1930330.125000 Penalty: 4680.632324
	Iteration 41Q: 3 clusters Score -1930330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1930344.750000 Penalty: 4680.632324
	Iteration 42Q: 3 clusters Score -1930345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1930355.750000 Penalty: 4680.632324
	Iteration 43Q: 3 clusters Score -1930356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1930368.500000 Penalty: 4680.632324
	Iteration 44Q: 3 clusters Score -1930368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1930378.500000 Penalty: 4680.632324
	Iteration 45Q: 3 clusters Score -1930378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1930392.625000 Penalty: 4680.632324
	Iteration 46Q: 3 clusters Score -1930393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1930408.500000 Penalty: 4680.632324
	Iteration 47Q: 3 clusters Score -1930408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1930420.000000 Penalty: 4680.632324
	Iteration 48Q: 3 clusters Score -1930420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1930429.625000 Penalty: 4680.632324
	Iteration 49Q: 3 clusters Score -1930430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1930437.000000 Penalty: 4680.632324
	Iteration 50Q: 3 clusters Score -1930437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1930446.375000 Penalty: 4680.632324
	Iteration 51Q: 3 clusters Score -1930446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1930454.125000 Penalty: 4680.632324
	Iteration 52Q: 3 clusters Score -1930454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1930470.125000 Penalty: 4680.632324
	Iteration 53Q: 3 clusters Score -1930470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1930478.000000 Penalty: 4680.632324
	Iteration 54Q: 3 clusters Score -1930478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1930484.875000 Penalty: 4680.632324
	Iteration 55Q: 3 clusters Score -1930485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1930491.875000 Penalty: 4680.632324
	Iteration 56Q: 3 clusters Score -1930492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1930492.250000 Penalty: 4680.632324
	Iteration 57Q: 3 clusters Score -1930492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1930497.375000 Penalty: 4680.632324
	Iteration 58Q: 3 clusters Score -1930497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1930496.750000 Penalty: 4680.632324
	Iteration 59Q: 3 clusters Score -1930497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1930497.125000 Penalty: 4680.632324
	Iteration 60F: 3 clusters Score -1930497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1930497.500000 Penalty: 4680.632324
	Iteration 61Q: 3 clusters Score -1930498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1930499.125000 Penalty: 4680.632324
	Iteration 62Q: 3 clusters Score -1930499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1930503.375000 Penalty: 4680.632324
	Iteration 63Q: 3 clusters Score -1930503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1930503.250000 Penalty: 4680.632324
	Iteration 64Q: 3 clusters Score -1930503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1930506.500000 Penalty: 4680.632324
	Iteration 65Q: 3 clusters Score -1930506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1930510.500000 Penalty: 4680.632324
	Iteration 66Q: 3 clusters Score -1930510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1930512.500000 Penalty: 4680.632324
	Iteration 67Q: 3 clusters Score -1930512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1930510.500000 Penalty: 4680.632324
	Iteration 68Q: 3 clusters Score -1930510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1930522.625000 Penalty: 4680.632324
	Iteration 69Q: 3 clusters Score -1930523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1930530.000000 Penalty: 4680.632324
	Iteration 70Q: 3 clusters Score -1930530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1930531.000000 Penalty: 4680.632324
	Iteration 71Q: 3 clusters Score -1930531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1930541.000000 Penalty: 4680.632324
	Iteration 72Q: 3 clusters Score -1930541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1930543.875000 Penalty: 4680.632324
	Iteration 73Q: 3 clusters Score -1930544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1930541.750000 Penalty: 4680.632324
	Iteration 74Q: 3 clusters Score -1930542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1930541.875000 Penalty: 4680.632324
	Iteration 75Q: 3 clusters Score -1930542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1930550.750000 Penalty: 4680.632324
	Iteration 76Q: 3 clusters Score -1930551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1930557.125000 Penalty: 4680.632324
	Iteration 77Q: 3 clusters Score -1930557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1930558.375000 Penalty: 4680.632324
	Iteration 78Q: 3 clusters Score -1930558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1930569.500000 Penalty: 4680.632324
	Iteration 79Q: 3 clusters Score -1930570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1930572.625000 Penalty: 4680.632324
	Iteration 80F: 3 clusters Score -1930573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1930579.375000 Penalty: 4680.632324
	Iteration 81Q: 3 clusters Score -1930579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1930577.750000 Penalty: 4680.632324
	Iteration 82Q: 3 clusters Score -1930578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1930580.375000 Penalty: 4680.632324
	Iteration 83Q: 3 clusters Score -1930580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1930583.000000 Penalty: 4680.632324
	Iteration 84Q: 3 clusters Score -1930583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1930588.250000 Penalty: 4680.632324
	Iteration 85Q: 3 clusters Score -1930588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1930593.375000 Penalty: 4680.632324
	Iteration 86Q: 3 clusters Score -1930593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1930590.000000 Penalty: 4680.632324
	Iteration 87Q: 3 clusters Score -1930590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1930596.625000 Penalty: 4680.632324
	Iteration 88Q: 3 clusters Score -1930597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1930598.375000 Penalty: 4680.632324
	Iteration 89Q: 3 clusters Score -1930598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1930603.625000 Penalty: 4680.632324
	Iteration 90Q: 3 clusters Score -1930604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1930607.500000 Penalty: 4680.632324
	Iteration 91Q: 3 clusters Score -1930608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1930613.250000 Penalty: 4680.632324
	Iteration 92Q: 3 clusters Score -1930613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1930619.500000 Penalty: 4680.632324
	Iteration 93Q: 3 clusters Score -1930620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1930623.250000 Penalty: 4680.632324
	Iteration 94Q: 3 clusters Score -1930623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1930636.875000 Penalty: 4680.632324
	Iteration 95Q: 3 clusters Score -1930637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1930637.500000 Penalty: 4680.632324
	Iteration 96Q: 3 clusters Score -1930638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1930640.125000 Penalty: 4680.632324
	Iteration 97Q: 3 clusters Score -1930640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1930641.625000 Penalty: 4680.632324
	Iteration 98Q: 3 clusters Score -1930642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1930645.250000 Penalty: 4680.632324
	Iteration 99Q: 3 clusters Score -1930645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1930646.250000 Penalty: 4680.632324
	Iteration 100F: 3 clusters Score -1930646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1930646.125000 Penalty: 4680.632324
	Iteration 101Q: 3 clusters Score -1930646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1930645.750000 Penalty: 4680.632324
	Iteration 102Q: 3 clusters Score -1930646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1930646.625000 Penalty: 4680.632324
	Iteration 103Q: 3 clusters Score -1930647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1930646.625000 Penalty: 4680.632324
	Iteration 104F: 3 clusters Score -1930647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142721.796875 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142721.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143250.656250 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143250.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143667.671875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143667.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144042.484375 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -144042.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144394.984375 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -144395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144547.296875 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -144547.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144628.890625 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144628.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144679.531250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144714.796875 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144727.921875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144731.265625 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144737.187500 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144749.203125 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144760.625000 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144762.671875 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144762.671875 Penalty: 3448.553467
	Iteration 15F: 3 clusters Score -144762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54157 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101165 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37980 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 104296 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
Score: -137777120.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137778464.000000 to -137777120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54157 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101165 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37980 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58100 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 22 contains 104296 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778512.000000 Penalty: 85112.554688
Iteration 319Q: 26 clusters Score -1.377785e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54163 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101158 members 
Mstep: Class 9 contains 47961 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37978 members 
Mstep: Class 12 contains 81793 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 69203 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25888 members 
Mstep: Class 17 contains 58101 members 
Mstep: Class 18 contains 101418 members 
Mstep: Class 19 contains 104153 members 
Mstep: Class 20 contains 38028 members 
Mstep: Class 22 contains 104302 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778416.000000 Penalty: 85112.554688
Iteration 320F: 26 clusters Score -1.377784e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54166 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101154 members 
Mstep: Class 9 contains 47966 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37977 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 58105 members 
Mstep: Class 18 contains 101425 members 
Mstep: Class 19 contains 104158 members 
Mstep: Class 20 contains 38025 members 
Mstep: Class 22 contains 104298 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778464.000000 Penalty: 85112.554688
Iteration 321Q: 26 clusters Score -1.377785e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54169 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 101138 members 
Mstep: Class 9 contains 47968 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37977 members 
Mstep: Class 12 contains 81770 members 
Mstep: Class 13 contains 40425 members 
Mstep: Class 14 contains 69208 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 58107 members 
Mstep: Class 18 contains 101444 members 
Mstep: Class 19 contains 104157 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104294 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778544.000000 Penalty: 85112.554688
Iteration 322Q: 26 clusters Score -1.377785e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54171 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 101115 members 
Mstep: Class 9 contains 47981 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37975 members 
Mstep: Class 12 contains 81754 members 
Mstep: Class 13 contains 40425 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58115 members 
Mstep: Class 18 contains 101441 members 
Mstep: Class 19 contains 104166 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104299 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778672.000000 Penalty: 85112.554688
Iteration 323Q: 26 clusters Score -1.377787e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54170 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 101099 members 
Mstep: Class 9 contains 47991 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37972 members 
Mstep: Class 12 contains 81746 members 
Mstep: Class 13 contains 40425 members 
Mstep: Class 14 contains 69215 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58120 members 
Mstep: Class 18 contains 101448 members 
Mstep: Class 19 contains 104178 members 
Mstep: Class 20 contains 38023 members 
Mstep: Class 22 contains 104289 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778656.000000 Penalty: 85112.554688
Iteration 324Q: 26 clusters Score -1.377787e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54171 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 101088 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37972 members 
Mstep: Class 12 contains 81737 members 
Mstep: Class 13 contains 40427 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25886 members 
Mstep: Class 17 contains 58124 members 
Mstep: Class 18 contains 101447 members 
Mstep: Class 19 contains 104183 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104291 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778624.000000 Penalty: 85112.554688
Iteration 325Q: 26 clusters Score -1.377786e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54166 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 101077 members 
Mstep: Class 9 contains 48018 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37970 members 
Mstep: Class 12 contains 81725 members 
Mstep: Class 13 contains 40427 members 
Mstep: Class 14 contains 69210 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58126 members 
Mstep: Class 18 contains 101445 members 
Mstep: Class 19 contains 104204 members 
Mstep: Class 20 contains 38023 members 
Mstep: Class 22 contains 104287 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778608.000000 Penalty: 85112.554688
Iteration 326Q: 26 clusters Score -1.377786e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54166 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 101076 members 
Mstep: Class 9 contains 48030 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37969 members 
Mstep: Class 12 contains 81710 members 
Mstep: Class 13 contains 40427 members 
Mstep: Class 14 contains 69207 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 58126 members 
Mstep: Class 18 contains 101453 members 
Mstep: Class 19 contains 104201 members 
Mstep: Class 20 contains 38023 members 
Mstep: Class 22 contains 104287 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778768.000000 Penalty: 85112.554688
Iteration 327Q: 26 clusters Score -1.377788e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54170 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101069 members 
Mstep: Class 9 contains 48035 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37969 members 
Mstep: Class 12 contains 81690 members 
Mstep: Class 13 contains 40427 members 
Mstep: Class 14 contains 69208 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25886 members 
Mstep: Class 17 contains 58128 members 
Mstep: Class 18 contains 101449 members 
Mstep: Class 19 contains 104222 members 
Mstep: Class 20 contains 38021 members 
Mstep: Class 22 contains 104286 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 328Q: 26 clusters Score -1.377789e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54173 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101057 members 
Mstep: Class 9 contains 48043 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37969 members 
Mstep: Class 12 contains 81674 members 
Mstep: Class 13 contains 40430 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 58127 members 
Mstep: Class 18 contains 101460 members 
Mstep: Class 19 contains 104232 members 
Mstep: Class 20 contains 38024 members 
Mstep: Class 22 contains 104272 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 329Q: 26 clusters Score -1.377789e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54181 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101047 members 
Mstep: Class 9 contains 48052 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37969 members 
Mstep: Class 12 contains 81662 members 
Mstep: Class 13 contains 40431 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25890 members 
Mstep: Class 17 contains 58127 members 
Mstep: Class 18 contains 101480 members 
Mstep: Class 19 contains 104229 members 
Mstep: Class 20 contains 38025 members 
Mstep: Class 22 contains 104254 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778816.000000 Penalty: 85112.554688
Iteration 330Q: 26 clusters Score -1.377788e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54191 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101034 members 
Mstep: Class 9 contains 48061 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37969 members 
Mstep: Class 12 contains 81651 members 
Mstep: Class 13 contains 40432 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25890 members 
Mstep: Class 17 contains 58131 members 
Mstep: Class 18 contains 101490 members 
Mstep: Class 19 contains 104231 members 
Mstep: Class 20 contains 38027 members 
Mstep: Class 22 contains 104241 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 331Q: 26 clusters Score -1.377789e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101016 members 
Mstep: Class 9 contains 48064 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37968 members 
Mstep: Class 12 contains 81641 members 
Mstep: Class 13 contains 40433 members 
Mstep: Class 14 contains 69209 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 17 contains 58132 members 
Mstep: Class 18 contains 101496 members 
Mstep: Class 19 contains 104235 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104246 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 332Q: 26 clusters Score -1.377789e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54191 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 101006 members 
Mstep: Class 9 contains 48065 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37966 members 
Mstep: Class 12 contains 81625 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25893 members 
Mstep: Class 17 contains 58127 members 
Mstep: Class 18 contains 101505 members 
Mstep: Class 19 contains 104244 members 
Mstep: Class 20 contains 38036 members 
Mstep: Class 22 contains 104253 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 333Q: 26 clusters Score -1.377789e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54194 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100993 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37964 members 
Mstep: Class 12 contains 81619 members 
Mstep: Class 13 contains 40434 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25897 members 
Mstep: Class 17 contains 58128 members 
Mstep: Class 18 contains 101508 members 
Mstep: Class 19 contains 104261 members 
Mstep: Class 20 contains 38040 members 
Mstep: Class 22 contains 104238 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 334Q: 26 clusters Score -1.37779e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54196 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100993 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37963 members 
Mstep: Class 12 contains 81613 members 
Mstep: Class 13 contains 40434 members 
Mstep: Class 14 contains 69216 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25899 members 
Mstep: Class 17 contains 58132 members 
Mstep: Class 18 contains 101502 members 
Mstep: Class 19 contains 104283 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104219 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12554 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 335Q: 26 clusters Score -1.377789e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54197 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100987 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37963 members 
Mstep: Class 12 contains 81600 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25899 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 101511 members 
Mstep: Class 19 contains 104309 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104199 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 336Q: 26 clusters Score -1.377789e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100982 members 
Mstep: Class 9 contains 48077 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37961 members 
Mstep: Class 12 contains 81589 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 69219 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 58135 members 
Mstep: Class 18 contains 101504 members 
Mstep: Class 19 contains 104334 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104188 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 337Q: 26 clusters Score -1.377789e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54197 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100983 members 
Mstep: Class 9 contains 48078 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37959 members 
Mstep: Class 12 contains 81578 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69211 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 58133 members 
Mstep: Class 18 contains 101489 members 
Mstep: Class 19 contains 104358 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 22 contains 104201 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 338Q: 26 clusters Score -1.377788e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54201 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100972 members 
Mstep: Class 9 contains 48076 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37956 members 
Mstep: Class 12 contains 81569 members 
Mstep: Class 13 contains 40440 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25904 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 101489 members 
Mstep: Class 19 contains 104378 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 22 contains 104200 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 339Q: 26 clusters Score -1.377789e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54203 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100962 members 
Mstep: Class 9 contains 48081 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 81565 members 
Mstep: Class 13 contains 40441 members 
Mstep: Class 14 contains 69203 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25903 members 
Mstep: Class 17 contains 58133 members 
Mstep: Class 18 contains 101489 members 
Mstep: Class 19 contains 104374 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 22 contains 104217 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 340F: 26 clusters Score -1.377789e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100956 members 
Mstep: Class 9 contains 48076 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37952 members 
Mstep: Class 12 contains 81554 members 
Mstep: Class 13 contains 40442 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25904 members 
Mstep: Class 17 contains 58136 members 
Mstep: Class 18 contains 101491 members 
Mstep: Class 19 contains 104376 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104229 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 341Q: 26 clusters Score -1.377789e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54207 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100936 members 
Mstep: Class 9 contains 48079 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37951 members 
Mstep: Class 12 contains 81544 members 
Mstep: Class 13 contains 40444 members 
Mstep: Class 14 contains 69200 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25904 members 
Mstep: Class 17 contains 58138 members 
Mstep: Class 18 contains 101501 members 
Mstep: Class 19 contains 104368 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 22 contains 104253 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 342Q: 26 clusters Score -1.37779e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54211 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100932 members 
Mstep: Class 9 contains 48086 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37948 members 
Mstep: Class 12 contains 81532 members 
Mstep: Class 13 contains 40440 members 
Mstep: Class 14 contains 69202 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25904 members 
Mstep: Class 17 contains 58142 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 104343 members 
Mstep: Class 20 contains 38032 members 
Mstep: Class 22 contains 104295 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 85112.554688
Iteration 343Q: 26 clusters Score -1.377788e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54215 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100924 members 
Mstep: Class 9 contains 48093 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 81530 members 
Mstep: Class 13 contains 40438 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 101491 members 
Mstep: Class 19 contains 104311 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 22 contains 104325 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 344Q: 26 clusters Score -1.377788e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100915 members 
Mstep: Class 9 contains 48095 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 81522 members 
Mstep: Class 13 contains 40438 members 
Mstep: Class 14 contains 69203 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 101497 members 
Mstep: Class 19 contains 104290 members 
Mstep: Class 20 contains 38024 members 
Mstep: Class 22 contains 104349 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778704.000000 Penalty: 85112.554688
Iteration 345Q: 26 clusters Score -1.377787e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54218 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100908 members 
Mstep: Class 9 contains 48102 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 81511 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69206 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25908 members 
Mstep: Class 17 contains 58163 members 
Mstep: Class 18 contains 101498 members 
Mstep: Class 19 contains 104273 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 22 contains 104370 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 346Q: 26 clusters Score -1.377789e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54218 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100906 members 
Mstep: Class 9 contains 48106 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37946 members 
Mstep: Class 12 contains 81500 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69202 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25909 members 
Mstep: Class 17 contains 58173 members 
Mstep: Class 18 contains 101516 members 
Mstep: Class 19 contains 104273 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104352 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778720.000000 Penalty: 85112.554688
Iteration 347Q: 26 clusters Score -1.377787e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54222 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100903 members 
Mstep: Class 9 contains 48113 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 81489 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 69199 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25909 members 
Mstep: Class 17 contains 58188 members 
Mstep: Class 18 contains 101513 members 
Mstep: Class 19 contains 104264 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 22 contains 104358 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778800.000000 Penalty: 85112.554688
Iteration 348Q: 26 clusters Score -1.377788e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54222 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100898 members 
Mstep: Class 9 contains 48115 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37946 members 
Mstep: Class 12 contains 81483 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69198 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25908 members 
Mstep: Class 17 contains 58200 members 
Mstep: Class 18 contains 101518 members 
Mstep: Class 19 contains 104254 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 22 contains 104365 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 349Q: 26 clusters Score -1.377789e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54222 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100889 members 
Mstep: Class 9 contains 48123 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37946 members 
Mstep: Class 12 contains 81478 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69194 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25909 members 
Mstep: Class 17 contains 58200 members 
Mstep: Class 18 contains 101535 members 
Mstep: Class 19 contains 104234 members 
Mstep: Class 20 contains 38017 members 
Mstep: Class 22 contains 104379 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 350Q: 26 clusters Score -1.377789e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54220 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100886 members 
Mstep: Class 9 contains 48134 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 81465 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 58204 members 
Mstep: Class 18 contains 101537 members 
Mstep: Class 19 contains 104206 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 22 contains 104406 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 351Q: 26 clusters Score -1.377789e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100868 members 
Mstep: Class 9 contains 48141 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37944 members 
Mstep: Class 12 contains 81466 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 69201 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 58210 members 
Mstep: Class 18 contains 101547 members 
Mstep: Class 19 contains 104178 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 22 contains 104437 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 352Q: 26 clusters Score -1.377789e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100860 members 
Mstep: Class 9 contains 48143 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 81462 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69196 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 101560 members 
Mstep: Class 19 contains 104145 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 353Q: 26 clusters Score -1.377789e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54209 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100857 members 
Mstep: Class 9 contains 48141 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 81462 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69197 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 58227 members 
Mstep: Class 18 contains 101572 members 
Mstep: Class 19 contains 104128 members 
Mstep: Class 20 contains 38015 members 
Mstep: Class 22 contains 104466 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 354Q: 26 clusters Score -1.377789e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54209 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100860 members 
Mstep: Class 9 contains 48144 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 81466 members 
Mstep: Class 13 contains 40438 members 
Mstep: Class 14 contains 69196 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25909 members 
Mstep: Class 17 contains 58231 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 104120 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 22 contains 104459 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 355Q: 26 clusters Score -1.37779e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54212 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100863 members 
Mstep: Class 9 contains 48154 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37944 members 
Mstep: Class 12 contains 81461 members 
Mstep: Class 13 contains 40437 members 
Mstep: Class 14 contains 69198 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25908 members 
Mstep: Class 17 contains 58231 members 
Mstep: Class 18 contains 101565 members 
Mstep: Class 19 contains 104123 members 
Mstep: Class 20 contains 38017 members 
Mstep: Class 22 contains 104452 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 356Q: 26 clusters Score -1.377789e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54215 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100850 members 
Mstep: Class 9 contains 48161 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37941 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40439 members 
Mstep: Class 14 contains 69197 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 101559 members 
Mstep: Class 19 contains 104136 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104425 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 357Q: 26 clusters Score -1.37779e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54220 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100833 members 
Mstep: Class 9 contains 48159 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81475 members 
Mstep: Class 13 contains 40440 members 
Mstep: Class 14 contains 69200 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58240 members 
Mstep: Class 18 contains 101561 members 
Mstep: Class 19 contains 104151 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 22 contains 104420 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 358Q: 26 clusters Score -1.377791e+08 nChanged 251
Entering ConstructFrom: 
Score: -137779088.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -308460.187500 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -308460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -305800.562500 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -305800.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306243.531250 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -306243.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306366.718750 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -306366.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -306429.968750 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -306430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306484.562500 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -306484.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306514.781250 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -306514.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306532.187500 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -306532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306539.937500 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -306539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306546.500000 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -306546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -306552.406250 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -306552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306557.812500 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -306557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306564.156250 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -306564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306568.250000 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -306568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306570.281250 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -306570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306570.468750 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -306570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -306570.500000 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -306570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -306570.500000 Penalty: 3768.805908
	Iteration 16F: 3 clusters Score -306570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40826.820312 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40826.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41338.601562 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41338.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41830.906250 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41830.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42118.507812 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -42118.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42296.765625 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -42296.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42325.109375 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -42325.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42362.480469 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -42362.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42362.480469 Penalty: 2905.534668
	Iteration 7F: 3 clusters Score -42362.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 149 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777248.000000 Penalty: 88517.062500
Splitting cluster 2 changes total score from -137779088.000000 to -137777248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1393370.750000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1393371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1385785.125000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1385785 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1388012.000000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1388012 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1388397.000000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1388397 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1388661.000000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1388661 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1388841.250000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1388841 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1389000.250000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1389000 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1389144.875000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1389145 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1389299.375000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1389299 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1389446.375000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1389446 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1389611.250000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1389611 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1389766.625000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1389767 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1389920.125000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1389920 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1390089.125000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1390089 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1390253.875000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1390254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1390440.875000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1390441 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1390619.625000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1390620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1390803.250000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1390803 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1390991.250000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1390991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1391135.000000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1391135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1391262.375000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1391262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1391362.750000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1391363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1391440.625000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1391441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1391502.375000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1391502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1391544.500000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1391544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1391569.875000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1391570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1391599.000000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1391599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1391623.625000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1391624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1391642.125000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1391642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1391654.625000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1391655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1391664.500000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1391664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1391680.000000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1391680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1391687.250000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1391687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1391696.000000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1391696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1391709.250000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1391709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1391713.500000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1391714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1391721.000000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1391721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1391723.750000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1391724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1391729.625000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1391730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1391730.000000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1391730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1391731.000000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1391731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1391731.000000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1391731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -826585.937500 Penalty: 2140.944336
	Iteration 0F: 2 clusters Score -826585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -821768.937500 Penalty: 4281.888672
	Iteration 0F: 3 clusters Score -821768.9 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -823083.375000 Penalty: 4281.888672
	Iteration 1F: 3 clusters Score -823083.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -823403.000000 Penalty: 4281.888672
	Iteration 2F: 3 clusters Score -823403 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -823602.812500 Penalty: 4281.888672
	Iteration 3F: 3 clusters Score -823602.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -823769.812500 Penalty: 4281.888672
	Iteration 4Q: 3 clusters Score -823769.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -823934.500000 Penalty: 4281.888672
	Iteration 5Q: 3 clusters Score -823934.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -824109.625000 Penalty: 4281.888672
	Iteration 6Q: 3 clusters Score -824109.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -824299.437500 Penalty: 4281.888672
	Iteration 7Q: 3 clusters Score -824299.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -824487.500000 Penalty: 4281.888672
	Iteration 8Q: 3 clusters Score -824487.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -824642.500000 Penalty: 4281.888672
	Iteration 9Q: 3 clusters Score -824642.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -824773.187500 Penalty: 4281.888672
	Iteration 10Q: 3 clusters Score -824773.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -824863.062500 Penalty: 4281.888672
	Iteration 11Q: 3 clusters Score -824863.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -824925.437500 Penalty: 4281.888672
	Iteration 12Q: 3 clusters Score -824925.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -824966.437500 Penalty: 4281.888672
	Iteration 13Q: 3 clusters Score -824966.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -824993.750000 Penalty: 4281.888672
	Iteration 14Q: 3 clusters Score -824993.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -825025.750000 Penalty: 4281.888672
	Iteration 15Q: 3 clusters Score -825025.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -825046.875000 Penalty: 4281.888672
	Iteration 16Q: 3 clusters Score -825046.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -825061.625000 Penalty: 4281.888672
	Iteration 17Q: 3 clusters Score -825061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -825074.562500 Penalty: 4281.888672
	Iteration 18Q: 3 clusters Score -825074.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -825078.312500 Penalty: 4281.888672
	Iteration 19Q: 3 clusters Score -825078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -825082.375000 Penalty: 4281.888672
	Iteration 20F: 3 clusters Score -825082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -825084.312500 Penalty: 4281.888672
	Iteration 21Q: 3 clusters Score -825084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -825085.125000 Penalty: 4281.888672
	Iteration 22Q: 3 clusters Score -825085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -825085.437500 Penalty: 4281.888672
	Iteration 23Q: 3 clusters Score -825085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -825086.125000 Penalty: 4281.888672
	Iteration 24Q: 3 clusters Score -825086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -825088.750000 Penalty: 4281.888672
	Iteration 25Q: 3 clusters Score -825088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -825088.750000 Penalty: 4281.888672
	Iteration 26F: 3 clusters Score -825088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Entering Unmasked Estep 
Score: -8164468.000000 Penalty: 2703.413574
	Iteration 0F: 2 clusters Score -8164468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8127983.500000 Penalty: 5406.827148
	Iteration 0F: 3 clusters Score -8127984 nChanged 24978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8142169.500000 Penalty: 5406.827148
	Iteration 1F: 3 clusters Score -8142170 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -8142770.500000 Penalty: 5406.827148
	Iteration 2Q: 3 clusters Score -8142770 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8143581.000000 Penalty: 5406.827148
	Iteration 3Q: 3 clusters Score -8143581 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8144524.500000 Penalty: 5406.827148
	Iteration 4Q: 3 clusters Score -8144524 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8145876.000000 Penalty: 5406.827148
	Iteration 5F: 3 clusters Score -8145876 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -8147898.500000 Penalty: 5406.827148
	Iteration 6F: 3 clusters Score -8147898 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -8150803.500000 Penalty: 5406.827148
	Iteration 7F: 3 clusters Score -8150804 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -8154229.000000 Penalty: 5406.827148
	Iteration 8F: 3 clusters Score -8154229 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -8157253.500000 Penalty: 5406.827148
	Iteration 9F: 3 clusters Score -8157254 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -8159490.500000 Penalty: 5406.827148
	Iteration 10Q: 3 clusters Score -8159490 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8160822.000000 Penalty: 5406.827148
	Iteration 11Q: 3 clusters Score -8160822 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8161520.000000 Penalty: 5406.827148
	Iteration 12Q: 3 clusters Score -8161520 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8161944.000000 Penalty: 5406.827148
	Iteration 13Q: 3 clusters Score -8161944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8162109.000000 Penalty: 5406.827148
	Iteration 14Q: 3 clusters Score -8162109 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8162198.500000 Penalty: 5406.827148
	Iteration 15Q: 3 clusters Score -8162198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8162259.000000 Penalty: 5406.827148
	Iteration 16Q: 3 clusters Score -8162259 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8162281.000000 Penalty: 5406.827148
	Iteration 17Q: 3 clusters Score -8162281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8162302.000000 Penalty: 5406.827148
	Iteration 18Q: 3 clusters Score -8162302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8162319.000000 Penalty: 5406.827148
	Iteration 19Q: 3 clusters Score -8162319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8162351.000000 Penalty: 5406.827148
	Iteration 20F: 3 clusters Score -8162351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8162371.000000 Penalty: 5406.827148
	Iteration 21Q: 3 clusters Score -8162371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8162374.500000 Penalty: 5406.827148
	Iteration 22Q: 3 clusters Score -8162374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8162390.000000 Penalty: 5406.827148
	Iteration 23Q: 3 clusters Score -8162390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8162392.500000 Penalty: 5406.827148
	Iteration 24Q: 3 clusters Score -8162392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8162395.000000 Penalty: 5406.827148
	Iteration 25Q: 3 clusters Score -8162395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8162398.000000 Penalty: 5406.827148
	Iteration 26Q: 3 clusters Score -8162398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8162401.500000 Penalty: 5406.827148
	Iteration 27Q: 3 clusters Score -8162402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8162408.000000 Penalty: 5406.827148
	Iteration 28Q: 3 clusters Score -8162408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8162411.500000 Penalty: 5406.827148
	Iteration 29Q: 3 clusters Score -8162412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8162408.500000 Penalty: 5406.827148
	Iteration 30Q: 3 clusters Score -8162408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8162412.500000 Penalty: 5406.827148
	Iteration 31Q: 3 clusters Score -8162412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8162407.000000 Penalty: 5406.827148
	Iteration 32Q: 3 clusters Score -8162407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8162407.000000 Penalty: 5406.827148
	Iteration 33F: 3 clusters Score -8162407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111627.031250 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111627 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112061.921875 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112061.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112356.664062 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112356.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112756.398438 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -112756.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112957.492188 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -112957.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113148.929688 Penalty: 3339.176514
	Iteration 5F: 3 clusters Score -113148.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113264.234375 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113325.515625 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113371.335938 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113416.703125 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113419.515625 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113419.515625 Penalty: 3339.176514
	Iteration 11F: 3 clusters Score -113419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777136.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137779088.000000 to -137777136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -505322.437500 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -505322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -501667.562500 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -501667.6 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -502996.500000 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -502996.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -503459.031250 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -503459 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -503766.656250 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -503766.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -503965.500000 Penalty: 4098.612793
	Iteration 4F: 3 clusters Score -503965.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -504087.281250 Penalty: 4098.612793
	Iteration 5Q: 3 clusters Score -504087.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -504157.250000 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -504157.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -504196.218750 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -504196.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -504216.625000 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -504216.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -504234.812500 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -504234.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -504242.156250 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -504242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -504249.437500 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -504249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -504253.718750 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -504253.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -504256.812500 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -504256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -504261.968750 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -504262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -504267.750000 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -504267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -504275.375000 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -504275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -504284.000000 Penalty: 4098.612793
	Iteration 17Q: 3 clusters Score -504284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -504288.281250 Penalty: 4098.612793
	Iteration 18Q: 3 clusters Score -504288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -504293.062500 Penalty: 4098.612793
	Iteration 19Q: 3 clusters Score -504293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -504299.593750 Penalty: 4098.612793
	Iteration 20F: 3 clusters Score -504299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -504302.875000 Penalty: 4098.612793
	Iteration 21Q: 3 clusters Score -504302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -504304.687500 Penalty: 4098.612793
	Iteration 22Q: 3 clusters Score -504304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -504309.718750 Penalty: 4098.612793
	Iteration 23Q: 3 clusters Score -504309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -504317.875000 Penalty: 4098.612793
	Iteration 24Q: 3 clusters Score -504317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -504324.406250 Penalty: 4098.612793
	Iteration 25Q: 3 clusters Score -504324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -504330.406250 Penalty: 4098.612793
	Iteration 26Q: 3 clusters Score -504330.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -504341.250000 Penalty: 4098.612793
	Iteration 27Q: 3 clusters Score -504341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -504357.375000 Penalty: 4098.612793
	Iteration 28Q: 3 clusters Score -504357.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -504367.500000 Penalty: 4098.612793
	Iteration 29Q: 3 clusters Score -504367.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -504377.531250 Penalty: 4098.612793
	Iteration 30Q: 3 clusters Score -504377.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -504386.375000 Penalty: 4098.612793
	Iteration 31Q: 3 clusters Score -504386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -504398.250000 Penalty: 4098.612793
	Iteration 32Q: 3 clusters Score -504398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -504407.968750 Penalty: 4098.612793
	Iteration 33Q: 3 clusters Score -504408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -504414.281250 Penalty: 4098.612793
	Iteration 34Q: 3 clusters Score -504414.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -504423.062500 Penalty: 4098.612793
	Iteration 35Q: 3 clusters Score -504423.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -504436.312500 Penalty: 4098.612793
	Iteration 36Q: 3 clusters Score -504436.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -504449.437500 Penalty: 4098.612793
	Iteration 37Q: 3 clusters Score -504449.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -504459.093750 Penalty: 4098.612793
	Iteration 38Q: 3 clusters Score -504459.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -504474.312500 Penalty: 4098.612793
	Iteration 39Q: 3 clusters Score -504474.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -504489.500000 Penalty: 4098.612793
	Iteration 40F: 3 clusters Score -504489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -504502.218750 Penalty: 4098.612793
	Iteration 41Q: 3 clusters Score -504502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -504507.062500 Penalty: 4098.612793
	Iteration 42Q: 3 clusters Score -504507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -504509.375000 Penalty: 4098.612793
	Iteration 43Q: 3 clusters Score -504509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -504509.718750 Penalty: 4098.612793
	Iteration 44Q: 3 clusters Score -504509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -504510.750000 Penalty: 4098.612793
	Iteration 45Q: 3 clusters Score -504510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -504511.156250 Penalty: 4098.612793
	Iteration 46Q: 3 clusters Score -504511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504511.968750 Penalty: 4098.612793
	Iteration 47Q: 3 clusters Score -504512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -504513.187500 Penalty: 4098.612793
	Iteration 48Q: 3 clusters Score -504513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -504513.218750 Penalty: 4098.612793
	Iteration 49Q: 3 clusters Score -504513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -504514.593750 Penalty: 4098.612793
	Iteration 50Q: 3 clusters Score -504514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -504517.750000 Penalty: 4098.612793
	Iteration 51Q: 3 clusters Score -504517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -504518.437500 Penalty: 4098.612793
	Iteration 52Q: 3 clusters Score -504518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -504519.281250 Penalty: 4098.612793
	Iteration 53Q: 3 clusters Score -504519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -504519.281250 Penalty: 4098.612793
	Iteration 54F: 3 clusters Score -504519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Entering Unmasked Estep 
Score: -15629096.000000 Penalty: 2857.248047
	Iteration 0F: 2 clusters Score -1.56291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -15565393.000000 Penalty: 5714.496094
	Iteration 0F: 3 clusters Score -1.556539e+07 nChanged 47843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -15592813.000000 Penalty: 5714.496094
	Iteration 1F: 3 clusters Score -1.559281e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -15593511.000000 Penalty: 5714.496094
	Iteration 2Q: 3 clusters Score -1.559351e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -15594346.000000 Penalty: 5714.496094
	Iteration 3Q: 3 clusters Score -1.559435e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -15595238.000000 Penalty: 5714.496094
	Iteration 4Q: 3 clusters Score -1.559524e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -15596350.000000 Penalty: 5714.496094
	Iteration 5Q: 3 clusters Score -1.559635e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -15597716.000000 Penalty: 5714.496094
	Iteration 6Q: 3 clusters Score -1.559772e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -15599488.000000 Penalty: 5714.496094
	Iteration 7Q: 3 clusters Score -1.559949e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -15602092.000000 Penalty: 5714.496094
	Iteration 8Q: 3 clusters Score -1.560209e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -15605384.000000 Penalty: 5714.496094
	Iteration 9F: 3 clusters Score -1.560538e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -15609371.000000 Penalty: 5714.496094
	Iteration 10F: 3 clusters Score -1.560937e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -15613093.000000 Penalty: 5714.496094
	Iteration 11F: 3 clusters Score -1.561309e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -15615949.000000 Penalty: 5714.496094
	Iteration 12Q: 3 clusters Score -1.561595e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -15617721.000000 Penalty: 5714.496094
	Iteration 13Q: 3 clusters Score -1.561772e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -15619007.000000 Penalty: 5714.496094
	Iteration 14Q: 3 clusters Score -1.561901e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -15619988.000000 Penalty: 5714.496094
	Iteration 15Q: 3 clusters Score -1.561999e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -15620991.000000 Penalty: 5714.496094
	Iteration 16Q: 3 clusters Score -1.562099e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -15621914.000000 Penalty: 5714.496094
	Iteration 17Q: 3 clusters Score -1.562191e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -15622697.000000 Penalty: 5714.496094
	Iteration 18Q: 3 clusters Score -1.56227e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -15623453.000000 Penalty: 5714.496094
	Iteration 19Q: 3 clusters Score -1.562345e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -15624167.000000 Penalty: 5714.496094
	Iteration 20F: 3 clusters Score -1.562417e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -15624694.000000 Penalty: 5714.496094
	Iteration 21Q: 3 clusters Score -1.562469e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -15625081.000000 Penalty: 5714.496094
	Iteration 22Q: 3 clusters Score -1.562508e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -15625323.000000 Penalty: 5714.496094
	Iteration 23Q: 3 clusters Score -1.562532e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -15625538.000000 Penalty: 5714.496094
	Iteration 24Q: 3 clusters Score -1.562554e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -15625733.000000 Penalty: 5714.496094
	Iteration 25Q: 3 clusters Score -1.562573e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -15625894.000000 Penalty: 5714.496094
	Iteration 26Q: 3 clusters Score -1.562589e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -15626044.000000 Penalty: 5714.496094
	Iteration 27Q: 3 clusters Score -1.562604e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -15626153.000000 Penalty: 5714.496094
	Iteration 28Q: 3 clusters Score -1.562615e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -15626255.000000 Penalty: 5714.496094
	Iteration 29Q: 3 clusters Score -1.562626e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -15626432.000000 Penalty: 5714.496094
	Iteration 30Q: 3 clusters Score -1.562643e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -15626547.000000 Penalty: 5714.496094
	Iteration 31Q: 3 clusters Score -1.562655e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -15626601.000000 Penalty: 5714.496094
	Iteration 32Q: 3 clusters Score -1.56266e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -15626670.000000 Penalty: 5714.496094
	Iteration 33Q: 3 clusters Score -1.562667e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -15626707.000000 Penalty: 5714.496094
	Iteration 34Q: 3 clusters Score -1.562671e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -15626723.000000 Penalty: 5714.496094
	Iteration 35Q: 3 clusters Score -1.562672e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -15626708.000000 Penalty: 5714.496094
	Iteration 36Q: 3 clusters Score -1.562671e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -15626743.000000 Penalty: 5714.496094
	Iteration 37Q: 3 clusters Score -1.562674e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -15626773.000000 Penalty: 5714.496094
	Iteration 38Q: 3 clusters Score -1.562677e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -15626816.000000 Penalty: 5714.496094
	Iteration 39Q: 3 clusters Score -1.562682e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -15626838.000000 Penalty: 5714.496094
	Iteration 40F: 3 clusters Score -1.562684e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -15626854.000000 Penalty: 5714.496094
	Iteration 41Q: 3 clusters Score -1.562685e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -15626865.000000 Penalty: 5714.496094
	Iteration 42Q: 3 clusters Score -1.562686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -15626882.000000 Penalty: 5714.496094
	Iteration 43Q: 3 clusters Score -1.562688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -15626871.000000 Penalty: 5714.496094
	Iteration 44Q: 3 clusters Score -1.562687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -15626905.000000 Penalty: 5714.496094
	Iteration 45Q: 3 clusters Score -1.56269e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -15626893.000000 Penalty: 5714.496094
	Iteration 46Q: 3 clusters Score -1.562689e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -15626889.000000 Penalty: 5714.496094
	Iteration 47Q: 3 clusters Score -1.562689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -15626918.000000 Penalty: 5714.496094
	Iteration 48Q: 3 clusters Score -1.562692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -15626922.000000 Penalty: 5714.496094
	Iteration 49Q: 3 clusters Score -1.562692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -15626905.000000 Penalty: 5714.496094
	Iteration 50Q: 3 clusters Score -1.56269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -15626900.000000 Penalty: 5714.496094
	Iteration 51Q: 3 clusters Score -1.56269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -15626888.000000 Penalty: 5714.496094
	Iteration 52Q: 3 clusters Score -1.562689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -15626908.000000 Penalty: 5714.496094
	Iteration 53Q: 3 clusters Score -1.562691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -15626917.000000 Penalty: 5714.496094
	Iteration 54Q: 3 clusters Score -1.562692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -15626903.000000 Penalty: 5714.496094
	Iteration 55Q: 3 clusters Score -1.56269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -15626910.000000 Penalty: 5714.496094
	Iteration 56Q: 3 clusters Score -1.562691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -15626925.000000 Penalty: 5714.496094
	Iteration 57Q: 3 clusters Score -1.562692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -15626924.000000 Penalty: 5714.496094
	Iteration 58Q: 3 clusters Score -1.562692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -15626917.000000 Penalty: 5714.496094
	Iteration 59Q: 3 clusters Score -1.562692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -15626923.000000 Penalty: 5714.496094
	Iteration 60F: 3 clusters Score -1.562692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -15626930.000000 Penalty: 5714.496094
	Iteration 61Q: 3 clusters Score -1.562693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -15626930.000000 Penalty: 5714.496094
	Iteration 62F: 3 clusters Score -1.562693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Entering Unmasked Estep 
Score: -7424712.500000 Penalty: 2674.021973
	Iteration 0F: 2 clusters Score -7424712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -7392545.500000 Penalty: 5348.043945
	Iteration 0F: 3 clusters Score -7392546 nChanged 22038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -7404796.000000 Penalty: 5348.043945
	Iteration 1F: 3 clusters Score -7404796 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -7405501.500000 Penalty: 5348.043945
	Iteration 2Q: 3 clusters Score -7405502 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7406301.000000 Penalty: 5348.043945
	Iteration 3Q: 3 clusters Score -7406301 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -7407350.500000 Penalty: 5348.043945
	Iteration 4Q: 3 clusters Score -7407350 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7408635.500000 Penalty: 5348.043945
	Iteration 5F: 3 clusters Score -7408636 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -7410275.500000 Penalty: 5348.043945
	Iteration 6F: 3 clusters Score -7410276 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7412409.500000 Penalty: 5348.043945
	Iteration 7F: 3 clusters Score -7412410 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -7414896.500000 Penalty: 5348.043945
	Iteration 8F: 3 clusters Score -7414896 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7417386.500000 Penalty: 5348.043945
	Iteration 9F: 3 clusters Score -7417386 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -7419081.500000 Penalty: 5348.043945
	Iteration 10Q: 3 clusters Score -7419082 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -7419849.500000 Penalty: 5348.043945
	Iteration 11Q: 3 clusters Score -7419850 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -7420171.000000 Penalty: 5348.043945
	Iteration 12Q: 3 clusters Score -7420171 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7420333.000000 Penalty: 5348.043945
	Iteration 13Q: 3 clusters Score -7420333 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -7420468.000000 Penalty: 5348.043945
	Iteration 14Q: 3 clusters Score -7420468 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -7420622.000000 Penalty: 5348.043945
	Iteration 15Q: 3 clusters Score -7420622 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7420694.000000 Penalty: 5348.043945
	Iteration 16Q: 3 clusters Score -7420694 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7420809.500000 Penalty: 5348.043945
	Iteration 17Q: 3 clusters Score -7420810 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -7420916.500000 Penalty: 5348.043945
	Iteration 18Q: 3 clusters Score -7420916 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -7421028.000000 Penalty: 5348.043945
	Iteration 19Q: 3 clusters Score -7421028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7421154.500000 Penalty: 5348.043945
	Iteration 20F: 3 clusters Score -7421154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -7421218.500000 Penalty: 5348.043945
	Iteration 21Q: 3 clusters Score -7421218 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7421312.500000 Penalty: 5348.043945
	Iteration 22Q: 3 clusters Score -7421312 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7421388.500000 Penalty: 5348.043945
	Iteration 23Q: 3 clusters Score -7421388 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7421475.500000 Penalty: 5348.043945
	Iteration 24Q: 3 clusters Score -7421476 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7421587.000000 Penalty: 5348.043945
	Iteration 25Q: 3 clusters Score -7421587 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7421666.500000 Penalty: 5348.043945
	Iteration 26Q: 3 clusters Score -7421666 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -7421701.000000 Penalty: 5348.043945
	Iteration 27Q: 3 clusters Score -7421701 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7421813.500000 Penalty: 5348.043945
	Iteration 28Q: 3 clusters Score -7421814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7421855.500000 Penalty: 5348.043945
	Iteration 29Q: 3 clusters Score -7421856 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -7421934.500000 Penalty: 5348.043945
	Iteration 30Q: 3 clusters Score -7421934 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7422012.000000 Penalty: 5348.043945
	Iteration 31Q: 3 clusters Score -7422012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -7422094.500000 Penalty: 5348.043945
	Iteration 32Q: 3 clusters Score -7422094 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -7422195.500000 Penalty: 5348.043945
	Iteration 33Q: 3 clusters Score -7422196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7422248.500000 Penalty: 5348.043945
	Iteration 34Q: 3 clusters Score -7422248 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -7422301.000000 Penalty: 5348.043945
	Iteration 35Q: 3 clusters Score -7422301 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -7422351.500000 Penalty: 5348.043945
	Iteration 36Q: 3 clusters Score -7422352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -7422384.000000 Penalty: 5348.043945
	Iteration 37Q: 3 clusters Score -7422384 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -7422429.000000 Penalty: 5348.043945
	Iteration 38Q: 3 clusters Score -7422429 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -7422443.500000 Penalty: 5348.043945
	Iteration 39Q: 3 clusters Score -7422444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -7422476.000000 Penalty: 5348.043945
	Iteration 40F: 3 clusters Score -7422476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -7422464.000000 Penalty: 5348.043945
	Iteration 41Q: 3 clusters Score -7422464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -7422482.000000 Penalty: 5348.043945
	Iteration 42Q: 3 clusters Score -7422482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -7422529.000000 Penalty: 5348.043945
	Iteration 43Q: 3 clusters Score -7422529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -7422522.500000 Penalty: 5348.043945
	Iteration 44Q: 3 clusters Score -7422522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -7422551.500000 Penalty: 5348.043945
	Iteration 45Q: 3 clusters Score -7422552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -7422573.500000 Penalty: 5348.043945
	Iteration 46Q: 3 clusters Score -7422574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -7422593.500000 Penalty: 5348.043945
	Iteration 47Q: 3 clusters Score -7422594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -7422630.500000 Penalty: 5348.043945
	Iteration 48Q: 3 clusters Score -7422630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7422638.000000 Penalty: 5348.043945
	Iteration 49Q: 3 clusters Score -7422638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7422666.500000 Penalty: 5348.043945
	Iteration 50Q: 3 clusters Score -7422666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -7422682.000000 Penalty: 5348.043945
	Iteration 51Q: 3 clusters Score -7422682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -7422712.500000 Penalty: 5348.043945
	Iteration 52Q: 3 clusters Score -7422712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -7422727.000000 Penalty: 5348.043945
	Iteration 53Q: 3 clusters Score -7422727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -7422732.000000 Penalty: 5348.043945
	Iteration 54Q: 3 clusters Score -7422732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -7422730.000000 Penalty: 5348.043945
	Iteration 55Q: 3 clusters Score -7422730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -7422736.500000 Penalty: 5348.043945
	Iteration 56Q: 3 clusters Score -7422736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -7422742.500000 Penalty: 5348.043945
	Iteration 57Q: 3 clusters Score -7422742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -7422743.500000 Penalty: 5348.043945
	Iteration 58Q: 3 clusters Score -7422744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -7422760.000000 Penalty: 5348.043945
	Iteration 59Q: 3 clusters Score -7422760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -7422777.500000 Penalty: 5348.043945
	Iteration 60F: 3 clusters Score -7422778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -7422777.000000 Penalty: 5348.043945
	Iteration 61Q: 3 clusters Score -7422777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -7422774.500000 Penalty: 5348.043945
	Iteration 62Q: 3 clusters Score -7422774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -7422789.500000 Penalty: 5348.043945
	Iteration 63Q: 3 clusters Score -7422790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7422801.500000 Penalty: 5348.043945
	Iteration 64Q: 3 clusters Score -7422802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -7422801.500000 Penalty: 5348.043945
	Iteration 65Q: 3 clusters Score -7422802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7422796.000000 Penalty: 5348.043945
	Iteration 66Q: 3 clusters Score -7422796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -7422791.000000 Penalty: 5348.043945
	Iteration 67Q: 3 clusters Score -7422791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -7422794.500000 Penalty: 5348.043945
	Iteration 68Q: 3 clusters Score -7422794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -7422796.000000 Penalty: 5348.043945
	Iteration 69Q: 3 clusters Score -7422796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -7422808.000000 Penalty: 5348.043945
	Iteration 70Q: 3 clusters Score -7422808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -7422812.000000 Penalty: 5348.043945
	Iteration 71Q: 3 clusters Score -7422812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -7422803.000000 Penalty: 5348.043945
	Iteration 72Q: 3 clusters Score -7422803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -7422807.000000 Penalty: 5348.043945
	Iteration 73Q: 3 clusters Score -7422807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -7422805.000000 Penalty: 5348.043945
	Iteration 74Q: 3 clusters Score -7422805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -7422802.500000 Penalty: 5348.043945
	Iteration 75Q: 3 clusters Score -7422802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -7422800.500000 Penalty: 5348.043945
	Iteration 76Q: 3 clusters Score -7422800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -7422800.500000 Penalty: 5348.043945
	Iteration 77F: 3 clusters Score -7422800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83934.398438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83934.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84752.695312 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84752.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85315.343750 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -85315.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -85680.039062 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85680.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -85935.617188 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -85935.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -85962.382812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85962.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -85983.140625 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85983.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -86015.414062 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -86015.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86049.242188 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -86049.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -86077.703125 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -86077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -86079.609375 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -86079.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -86085.304688 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -86085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -86098.023438 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -86098.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -86138.156250 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -86138.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -86140.921875 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -86140.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -86140.921875 Penalty: 3225.383789
	Iteration 15F: 3 clusters Score -86140.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 136 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777824.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137779088.000000 to -137777824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (37940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Entering Unmasked Estep 
Score: -5720571.500000 Penalty: 2614.852783
	Iteration 0F: 2 clusters Score -5720572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5694906.000000 Penalty: 5229.705566
	Iteration 0F: 3 clusters Score -5694906 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5704228.000000 Penalty: 5229.705566
	Iteration 1F: 3 clusters Score -5704228 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5704761.000000 Penalty: 5229.705566
	Iteration 2Q: 3 clusters Score -5704761 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5705211.000000 Penalty: 5229.705566
	Iteration 3Q: 3 clusters Score -5705211 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5705607.000000 Penalty: 5229.705566
	Iteration 4Q: 3 clusters Score -5705607 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5706032.500000 Penalty: 5229.705566
	Iteration 5Q: 3 clusters Score -5706032 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5706517.500000 Penalty: 5229.705566
	Iteration 6Q: 3 clusters Score -5706518 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5707013.500000 Penalty: 5229.705566
	Iteration 7Q: 3 clusters Score -5707014 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5707569.000000 Penalty: 5229.705566
	Iteration 8Q: 3 clusters Score -5707569 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5708180.500000 Penalty: 5229.705566
	Iteration 9Q: 3 clusters Score -5708180 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5708849.500000 Penalty: 5229.705566
	Iteration 10Q: 3 clusters Score -5708850 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5709570.500000 Penalty: 5229.705566
	Iteration 11Q: 3 clusters Score -5709570 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -5710297.500000 Penalty: 5229.705566
	Iteration 12Q: 3 clusters Score -5710298 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5710997.500000 Penalty: 5229.705566
	Iteration 13Q: 3 clusters Score -5710998 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5711694.500000 Penalty: 5229.705566
	Iteration 14Q: 3 clusters Score -5711694 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -5712310.500000 Penalty: 5229.705566
	Iteration 15Q: 3 clusters Score -5712310 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5712746.500000 Penalty: 5229.705566
	Iteration 16Q: 3 clusters Score -5712746 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -5713153.000000 Penalty: 5229.705566
	Iteration 17Q: 3 clusters Score -5713153 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5713500.500000 Penalty: 5229.705566
	Iteration 18Q: 3 clusters Score -5713500 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5713747.500000 Penalty: 5229.705566
	Iteration 19Q: 3 clusters Score -5713748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5713990.500000 Penalty: 5229.705566
	Iteration 20F: 3 clusters Score -5713990 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -5714155.000000 Penalty: 5229.705566
	Iteration 21Q: 3 clusters Score -5714155 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5714296.500000 Penalty: 5229.705566
	Iteration 22Q: 3 clusters Score -5714296 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5714448.500000 Penalty: 5229.705566
	Iteration 23Q: 3 clusters Score -5714448 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5714565.500000 Penalty: 5229.705566
	Iteration 24Q: 3 clusters Score -5714566 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -5714715.000000 Penalty: 5229.705566
	Iteration 25Q: 3 clusters Score -5714715 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5714859.500000 Penalty: 5229.705566
	Iteration 26Q: 3 clusters Score -5714860 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5715016.000000 Penalty: 5229.705566
	Iteration 27Q: 3 clusters Score -5715016 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5715174.000000 Penalty: 5229.705566
	Iteration 28Q: 3 clusters Score -5715174 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -5715389.000000 Penalty: 5229.705566
	Iteration 29Q: 3 clusters Score -5715389 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5715587.000000 Penalty: 5229.705566
	Iteration 30Q: 3 clusters Score -5715587 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -5715815.500000 Penalty: 5229.705566
	Iteration 31Q: 3 clusters Score -5715816 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -5716054.000000 Penalty: 5229.705566
	Iteration 32Q: 3 clusters Score -5716054 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5716276.500000 Penalty: 5229.705566
	Iteration 33Q: 3 clusters Score -5716276 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -5716514.500000 Penalty: 5229.705566
	Iteration 34Q: 3 clusters Score -5716514 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -5716756.500000 Penalty: 5229.705566
	Iteration 35Q: 3 clusters Score -5716756 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5716927.500000 Penalty: 5229.705566
	Iteration 36Q: 3 clusters Score -5716928 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5717085.000000 Penalty: 5229.705566
	Iteration 37Q: 3 clusters Score -5717085 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -5717243.000000 Penalty: 5229.705566
	Iteration 38Q: 3 clusters Score -5717243 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5717437.000000 Penalty: 5229.705566
	Iteration 39Q: 3 clusters Score -5717437 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -5717590.500000 Penalty: 5229.705566
	Iteration 40F: 3 clusters Score -5717590 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5717736.500000 Penalty: 5229.705566
	Iteration 41Q: 3 clusters Score -5717736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5717838.000000 Penalty: 5229.705566
	Iteration 42Q: 3 clusters Score -5717838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5717933.500000 Penalty: 5229.705566
	Iteration 43Q: 3 clusters Score -5717934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5718006.500000 Penalty: 5229.705566
	Iteration 44Q: 3 clusters Score -5718006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5718047.500000 Penalty: 5229.705566
	Iteration 45Q: 3 clusters Score -5718048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5718106.500000 Penalty: 5229.705566
	Iteration 46Q: 3 clusters Score -5718106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5718157.000000 Penalty: 5229.705566
	Iteration 47Q: 3 clusters Score -5718157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -5718186.000000 Penalty: 5229.705566
	Iteration 48Q: 3 clusters Score -5718186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -5718215.000000 Penalty: 5229.705566
	Iteration 49Q: 3 clusters Score -5718215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5718236.000000 Penalty: 5229.705566
	Iteration 50Q: 3 clusters Score -5718236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5718264.500000 Penalty: 5229.705566
	Iteration 51Q: 3 clusters Score -5718264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5718290.500000 Penalty: 5229.705566
	Iteration 52Q: 3 clusters Score -5718290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -5718314.500000 Penalty: 5229.705566
	Iteration 53Q: 3 clusters Score -5718314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5718311.000000 Penalty: 5229.705566
	Iteration 54Q: 3 clusters Score -5718311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5718330.000000 Penalty: 5229.705566
	Iteration 55Q: 3 clusters Score -5718330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5718331.000000 Penalty: 5229.705566
	Iteration 56Q: 3 clusters Score -5718331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5718340.000000 Penalty: 5229.705566
	Iteration 57Q: 3 clusters Score -5718340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5718344.500000 Penalty: 5229.705566
	Iteration 58Q: 3 clusters Score -5718344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -5718350.500000 Penalty: 5229.705566
	Iteration 59Q: 3 clusters Score -5718350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5718364.500000 Penalty: 5229.705566
	Iteration 60F: 3 clusters Score -5718364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5718369.000000 Penalty: 5229.705566
	Iteration 61Q: 3 clusters Score -5718369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5718389.000000 Penalty: 5229.705566
	Iteration 62Q: 3 clusters Score -5718389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5718393.500000 Penalty: 5229.705566
	Iteration 63Q: 3 clusters Score -5718394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5718408.500000 Penalty: 5229.705566
	Iteration 64Q: 3 clusters Score -5718408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5718420.500000 Penalty: 5229.705566
	Iteration 65Q: 3 clusters Score -5718420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5718427.000000 Penalty: 5229.705566
	Iteration 66Q: 3 clusters Score -5718427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5718436.000000 Penalty: 5229.705566
	Iteration 67Q: 3 clusters Score -5718436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5718441.500000 Penalty: 5229.705566
	Iteration 68Q: 3 clusters Score -5718442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5718433.000000 Penalty: 5229.705566
	Iteration 69Q: 3 clusters Score -5718433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5718439.500000 Penalty: 5229.705566
	Iteration 70Q: 3 clusters Score -5718440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -5718446.000000 Penalty: 5229.705566
	Iteration 71Q: 3 clusters Score -5718446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5718444.500000 Penalty: 5229.705566
	Iteration 72Q: 3 clusters Score -5718444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5718444.500000 Penalty: 5229.705566
	Iteration 73Q: 3 clusters Score -5718444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5718444.500000 Penalty: 5229.705566
	Iteration 74F: 3 clusters Score -5718444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Entering Unmasked Estep 
Score: -12576127.000000 Penalty: 2804.399658
	Iteration 0F: 2 clusters Score -1.257613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -12521988.000000 Penalty: 5608.799316
	Iteration 0F: 3 clusters Score -1.252199e+07 nChanged 38328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -12543846.000000 Penalty: 5608.799316
	Iteration 1F: 3 clusters Score -1.254385e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -12544530.000000 Penalty: 5608.799316
	Iteration 2Q: 3 clusters Score -1.254453e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -12545232.000000 Penalty: 5608.799316
	Iteration 3Q: 3 clusters Score -1.254523e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -12546227.000000 Penalty: 5608.799316
	Iteration 4Q: 3 clusters Score -1.254623e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -12547370.000000 Penalty: 5608.799316
	Iteration 5Q: 3 clusters Score -1.254737e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -12548822.000000 Penalty: 5608.799316
	Iteration 6Q: 3 clusters Score -1.254882e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -12550913.000000 Penalty: 5608.799316
	Iteration 7F: 3 clusters Score -1.255091e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -12553794.000000 Penalty: 5608.799316
	Iteration 8F: 3 clusters Score -1.255379e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -12557434.000000 Penalty: 5608.799316
	Iteration 9F: 3 clusters Score -1.255743e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -12561435.000000 Penalty: 5608.799316
	Iteration 10F: 3 clusters Score -1.256144e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -12565264.000000 Penalty: 5608.799316
	Iteration 11F: 3 clusters Score -1.256526e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -12568381.000000 Penalty: 5608.799316
	Iteration 12Q: 3 clusters Score -1.256838e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -12570240.000000 Penalty: 5608.799316
	Iteration 13Q: 3 clusters Score -1.257024e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -12571421.000000 Penalty: 5608.799316
	Iteration 14Q: 3 clusters Score -1.257142e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12572249.000000 Penalty: 5608.799316
	Iteration 15Q: 3 clusters Score -1.257225e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -12572658.000000 Penalty: 5608.799316
	Iteration 16Q: 3 clusters Score -1.257266e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -12573030.000000 Penalty: 5608.799316
	Iteration 17Q: 3 clusters Score -1.257303e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12573293.000000 Penalty: 5608.799316
	Iteration 18Q: 3 clusters Score -1.257329e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12573406.000000 Penalty: 5608.799316
	Iteration 19Q: 3 clusters Score -1.257341e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12573500.000000 Penalty: 5608.799316
	Iteration 20F: 3 clusters Score -1.25735e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12573561.000000 Penalty: 5608.799316
	Iteration 21Q: 3 clusters Score -1.257356e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12573627.000000 Penalty: 5608.799316
	Iteration 22Q: 3 clusters Score -1.257363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12573642.000000 Penalty: 5608.799316
	Iteration 23Q: 3 clusters Score -1.257364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12573681.000000 Penalty: 5608.799316
	Iteration 24Q: 3 clusters Score -1.257368e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12573715.000000 Penalty: 5608.799316
	Iteration 25Q: 3 clusters Score -1.257372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12573737.000000 Penalty: 5608.799316
	Iteration 26Q: 3 clusters Score -1.257374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12573736.000000 Penalty: 5608.799316
	Iteration 27Q: 3 clusters Score -1.257374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12573755.000000 Penalty: 5608.799316
	Iteration 28Q: 3 clusters Score -1.257376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12573753.000000 Penalty: 5608.799316
	Iteration 29Q: 3 clusters Score -1.257375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12573756.000000 Penalty: 5608.799316
	Iteration 30Q: 3 clusters Score -1.257376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12573764.000000 Penalty: 5608.799316
	Iteration 31Q: 3 clusters Score -1.257376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12573766.000000 Penalty: 5608.799316
	Iteration 32Q: 3 clusters Score -1.257377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12573775.000000 Penalty: 5608.799316
	Iteration 33Q: 3 clusters Score -1.257378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12573775.000000 Penalty: 5608.799316
	Iteration 34F: 3 clusters Score -1.257378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Entering Unmasked Estep 
Score: -6089537.500000 Penalty: 2630.697021
	Iteration 0F: 2 clusters Score -6089538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -6062026.500000 Penalty: 5261.394043
	Iteration 0F: 3 clusters Score -6062026 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -6072287.500000 Penalty: 5261.394043
	Iteration 1F: 3 clusters Score -6072288 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -6072808.000000 Penalty: 5261.394043
	Iteration 2Q: 3 clusters Score -6072808 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6073182.000000 Penalty: 5261.394043
	Iteration 3Q: 3 clusters Score -6073182 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -6073564.000000 Penalty: 5261.394043
	Iteration 4Q: 3 clusters Score -6073564 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -6073865.500000 Penalty: 5261.394043
	Iteration 5Q: 3 clusters Score -6073866 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6074273.500000 Penalty: 5261.394043
	Iteration 6Q: 3 clusters Score -6074274 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -6074779.000000 Penalty: 5261.394043
	Iteration 7Q: 3 clusters Score -6074779 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6075575.500000 Penalty: 5261.394043
	Iteration 8Q: 3 clusters Score -6075576 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6076677.500000 Penalty: 5261.394043
	Iteration 9Q: 3 clusters Score -6076678 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -6078174.000000 Penalty: 5261.394043
	Iteration 10F: 3 clusters Score -6078174 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -6079970.000000 Penalty: 5261.394043
	Iteration 11F: 3 clusters Score -6079970 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -6082040.500000 Penalty: 5261.394043
	Iteration 12F: 3 clusters Score -6082040 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -6083942.500000 Penalty: 5261.394043
	Iteration 13Q: 3 clusters Score -6083942 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6085347.000000 Penalty: 5261.394043
	Iteration 14Q: 3 clusters Score -6085347 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6086104.500000 Penalty: 5261.394043
	Iteration 15Q: 3 clusters Score -6086104 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6086434.500000 Penalty: 5261.394043
	Iteration 16Q: 3 clusters Score -6086434 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -6086613.500000 Penalty: 5261.394043
	Iteration 17Q: 3 clusters Score -6086614 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -6086699.500000 Penalty: 5261.394043
	Iteration 18Q: 3 clusters Score -6086700 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -6086768.000000 Penalty: 5261.394043
	Iteration 19Q: 3 clusters Score -6086768 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -6086843.000000 Penalty: 5261.394043
	Iteration 20F: 3 clusters Score -6086843 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -6086890.500000 Penalty: 5261.394043
	Iteration 21Q: 3 clusters Score -6086890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -6086950.500000 Penalty: 5261.394043
	Iteration 22Q: 3 clusters Score -6086950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6086982.500000 Penalty: 5261.394043
	Iteration 23Q: 3 clusters Score -6086982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -6087032.500000 Penalty: 5261.394043
	Iteration 24Q: 3 clusters Score -6087032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -6087039.500000 Penalty: 5261.394043
	Iteration 25Q: 3 clusters Score -6087040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -6087047.000000 Penalty: 5261.394043
	Iteration 26Q: 3 clusters Score -6087047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -6087079.000000 Penalty: 5261.394043
	Iteration 27Q: 3 clusters Score -6087079 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6087082.000000 Penalty: 5261.394043
	Iteration 28Q: 3 clusters Score -6087082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -6087065.000000 Penalty: 5261.394043
	Iteration 29Q: 3 clusters Score -6087065 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -6087081.500000 Penalty: 5261.394043
	Iteration 30Q: 3 clusters Score -6087082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6087093.000000 Penalty: 5261.394043
	Iteration 31Q: 3 clusters Score -6087093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -6087100.500000 Penalty: 5261.394043
	Iteration 32Q: 3 clusters Score -6087100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6087112.500000 Penalty: 5261.394043
	Iteration 33Q: 3 clusters Score -6087112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -6087144.500000 Penalty: 5261.394043
	Iteration 34Q: 3 clusters Score -6087144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -6087187.500000 Penalty: 5261.394043
	Iteration 35Q: 3 clusters Score -6087188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -6087212.500000 Penalty: 5261.394043
	Iteration 36Q: 3 clusters Score -6087212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -6087205.500000 Penalty: 5261.394043
	Iteration 37Q: 3 clusters Score -6087206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -6087202.500000 Penalty: 5261.394043
	Iteration 38Q: 3 clusters Score -6087202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -6087210.000000 Penalty: 5261.394043
	Iteration 39Q: 3 clusters Score -6087210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -6087217.500000 Penalty: 5261.394043
	Iteration 40F: 3 clusters Score -6087218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -6087231.500000 Penalty: 5261.394043
	Iteration 41Q: 3 clusters Score -6087232 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -6087250.000000 Penalty: 5261.394043
	Iteration 42Q: 3 clusters Score -6087250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -6087259.000000 Penalty: 5261.394043
	Iteration 43Q: 3 clusters Score -6087259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -6087291.000000 Penalty: 5261.394043
	Iteration 44Q: 3 clusters Score -6087291 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -6087313.000000 Penalty: 5261.394043
	Iteration 45Q: 3 clusters Score -6087313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -6087329.500000 Penalty: 5261.394043
	Iteration 46Q: 3 clusters Score -6087330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -6087356.000000 Penalty: 5261.394043
	Iteration 47Q: 3 clusters Score -6087356 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6087373.000000 Penalty: 5261.394043
	Iteration 48Q: 3 clusters Score -6087373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6087382.500000 Penalty: 5261.394043
	Iteration 49Q: 3 clusters Score -6087382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -6087408.000000 Penalty: 5261.394043
	Iteration 50Q: 3 clusters Score -6087408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -6087427.500000 Penalty: 5261.394043
	Iteration 51Q: 3 clusters Score -6087428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -6087417.500000 Penalty: 5261.394043
	Iteration 52Q: 3 clusters Score -6087418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -6087432.000000 Penalty: 5261.394043
	Iteration 53Q: 3 clusters Score -6087432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -6087450.500000 Penalty: 5261.394043
	Iteration 54Q: 3 clusters Score -6087450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -6087483.000000 Penalty: 5261.394043
	Iteration 55Q: 3 clusters Score -6087483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -6087479.000000 Penalty: 5261.394043
	Iteration 56Q: 3 clusters Score -6087479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -6087511.000000 Penalty: 5261.394043
	Iteration 57Q: 3 clusters Score -6087511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6087522.500000 Penalty: 5261.394043
	Iteration 58Q: 3 clusters Score -6087522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6087526.000000 Penalty: 5261.394043
	Iteration 59Q: 3 clusters Score -6087526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -6087524.500000 Penalty: 5261.394043
	Iteration 60F: 3 clusters Score -6087524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -6087522.000000 Penalty: 5261.394043
	Iteration 61Q: 3 clusters Score -6087522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -6087525.500000 Penalty: 5261.394043
	Iteration 62Q: 3 clusters Score -6087526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -6087519.500000 Penalty: 5261.394043
	Iteration 63Q: 3 clusters Score -6087520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -6087530.000000 Penalty: 5261.394043
	Iteration 64Q: 3 clusters Score -6087530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6087539.000000 Penalty: 5261.394043
	Iteration 65Q: 3 clusters Score -6087539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -6087551.000000 Penalty: 5261.394043
	Iteration 66Q: 3 clusters Score -6087551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6087572.500000 Penalty: 5261.394043
	Iteration 67Q: 3 clusters Score -6087572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6087569.000000 Penalty: 5261.394043
	Iteration 68Q: 3 clusters Score -6087569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -6087599.000000 Penalty: 5261.394043
	Iteration 69Q: 3 clusters Score -6087599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6087589.000000 Penalty: 5261.394043
	Iteration 70Q: 3 clusters Score -6087589 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -6087612.000000 Penalty: 5261.394043
	Iteration 71Q: 3 clusters Score -6087612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6087607.500000 Penalty: 5261.394043
	Iteration 72Q: 3 clusters Score -6087608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -6087608.500000 Penalty: 5261.394043
	Iteration 73Q: 3 clusters Score -6087608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -6087628.000000 Penalty: 5261.394043
	Iteration 74Q: 3 clusters Score -6087628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6087643.000000 Penalty: 5261.394043
	Iteration 75Q: 3 clusters Score -6087643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -6087630.000000 Penalty: 5261.394043
	Iteration 76Q: 3 clusters Score -6087630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6087670.500000 Penalty: 5261.394043
	Iteration 77Q: 3 clusters Score -6087670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -6087675.500000 Penalty: 5261.394043
	Iteration 78Q: 3 clusters Score -6087676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -6087656.500000 Penalty: 5261.394043
	Iteration 79Q: 3 clusters Score -6087656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6087672.000000 Penalty: 5261.394043
	Iteration 80F: 3 clusters Score -6087672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -6087662.000000 Penalty: 5261.394043
	Iteration 81Q: 3 clusters Score -6087662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -6087680.000000 Penalty: 5261.394043
	Iteration 82Q: 3 clusters Score -6087680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6087676.500000 Penalty: 5261.394043
	Iteration 83Q: 3 clusters Score -6087676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -6087675.500000 Penalty: 5261.394043
	Iteration 84Q: 3 clusters Score -6087676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -6087717.000000 Penalty: 5261.394043
	Iteration 85Q: 3 clusters Score -6087717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -6087715.000000 Penalty: 5261.394043
	Iteration 86Q: 3 clusters Score -6087715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -6087726.000000 Penalty: 5261.394043
	Iteration 87Q: 3 clusters Score -6087726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6087728.500000 Penalty: 5261.394043
	Iteration 88Q: 3 clusters Score -6087728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -6087734.500000 Penalty: 5261.394043
	Iteration 89Q: 3 clusters Score -6087734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -6087737.000000 Penalty: 5261.394043
	Iteration 90Q: 3 clusters Score -6087737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6087753.000000 Penalty: 5261.394043
	Iteration 91Q: 3 clusters Score -6087753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6087744.000000 Penalty: 5261.394043
	Iteration 92Q: 3 clusters Score -6087744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6087764.000000 Penalty: 5261.394043
	Iteration 93Q: 3 clusters Score -6087764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6087777.500000 Penalty: 5261.394043
	Iteration 94Q: 3 clusters Score -6087778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -6087799.500000 Penalty: 5261.394043
	Iteration 95Q: 3 clusters Score -6087800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -6087815.500000 Penalty: 5261.394043
	Iteration 96Q: 3 clusters Score -6087816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -6087821.500000 Penalty: 5261.394043
	Iteration 97Q: 3 clusters Score -6087822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6087834.500000 Penalty: 5261.394043
	Iteration 98Q: 3 clusters Score -6087834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6087850.500000 Penalty: 5261.394043
	Iteration 99Q: 3 clusters Score -6087850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6087873.500000 Penalty: 5261.394043
	Iteration 100F: 3 clusters Score -6087874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -6087859.500000 Penalty: 5261.394043
	Iteration 101Q: 3 clusters Score -6087860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -6087876.500000 Penalty: 5261.394043
	Iteration 102Q: 3 clusters Score -6087876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6087904.500000 Penalty: 5261.394043
	Iteration 103Q: 3 clusters Score -6087904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -6087921.500000 Penalty: 5261.394043
	Iteration 104Q: 3 clusters Score -6087922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -6087927.500000 Penalty: 5261.394043
	Iteration 105Q: 3 clusters Score -6087928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -6087941.500000 Penalty: 5261.394043
	Iteration 106Q: 3 clusters Score -6087942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -6087954.000000 Penalty: 5261.394043
	Iteration 107Q: 3 clusters Score -6087954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6087964.000000 Penalty: 5261.394043
	Iteration 108Q: 3 clusters Score -6087964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -6087974.000000 Penalty: 5261.394043
	Iteration 109Q: 3 clusters Score -6087974 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -6087985.500000 Penalty: 5261.394043
	Iteration 110Q: 3 clusters Score -6087986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6088001.000000 Penalty: 5261.394043
	Iteration 111Q: 3 clusters Score -6088001 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6088013.000000 Penalty: 5261.394043
	Iteration 112Q: 3 clusters Score -6088013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6088006.500000 Penalty: 5261.394043
	Iteration 113Q: 3 clusters Score -6088006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -6088025.500000 Penalty: 5261.394043
	Iteration 114Q: 3 clusters Score -6088026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6088046.000000 Penalty: 5261.394043
	Iteration 115Q: 3 clusters Score -6088046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -6088065.000000 Penalty: 5261.394043
	Iteration 116Q: 3 clusters Score -6088065 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6088107.500000 Penalty: 5261.394043
	Iteration 117Q: 3 clusters Score -6088108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -6088106.000000 Penalty: 5261.394043
	Iteration 118Q: 3 clusters Score -6088106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6088119.500000 Penalty: 5261.394043
	Iteration 119Q: 3 clusters Score -6088120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6088148.500000 Penalty: 5261.394043
	Iteration 120F: 3 clusters Score -6088148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -6088156.500000 Penalty: 5261.394043
	Iteration 121Q: 3 clusters Score -6088156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -6088163.500000 Penalty: 5261.394043
	Iteration 122Q: 3 clusters Score -6088164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -6088156.000000 Penalty: 5261.394043
	Iteration 123Q: 3 clusters Score -6088156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6088177.000000 Penalty: 5261.394043
	Iteration 124Q: 3 clusters Score -6088177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6088189.500000 Penalty: 5261.394043
	Iteration 125Q: 3 clusters Score -6088190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6088177.000000 Penalty: 5261.394043
	Iteration 126Q: 3 clusters Score -6088177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -6088178.500000 Penalty: 5261.394043
	Iteration 127Q: 3 clusters Score -6088178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -6088179.000000 Penalty: 5261.394043
	Iteration 128Q: 3 clusters Score -6088179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -6088194.000000 Penalty: 5261.394043
	Iteration 129Q: 3 clusters Score -6088194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6088189.000000 Penalty: 5261.394043
	Iteration 130Q: 3 clusters Score -6088189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6088197.000000 Penalty: 5261.394043
	Iteration 131Q: 3 clusters Score -6088197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -6088186.000000 Penalty: 5261.394043
	Iteration 132Q: 3 clusters Score -6088186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6088189.000000 Penalty: 5261.394043
	Iteration 133Q: 3 clusters Score -6088189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -6088214.000000 Penalty: 5261.394043
	Iteration 134Q: 3 clusters Score -6088214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6088218.000000 Penalty: 5261.394043
	Iteration 135Q: 3 clusters Score -6088218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -6088223.500000 Penalty: 5261.394043
	Iteration 136Q: 3 clusters Score -6088224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -6088228.500000 Penalty: 5261.394043
	Iteration 137Q: 3 clusters Score -6088228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -6088226.500000 Penalty: 5261.394043
	Iteration 138Q: 3 clusters Score -6088226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -6088219.000000 Penalty: 5261.394043
	Iteration 139Q: 3 clusters Score -6088219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -6088227.500000 Penalty: 5261.394043
	Iteration 140F: 3 clusters Score -6088228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -6088234.500000 Penalty: 5261.394043
	Iteration 141Q: 3 clusters Score -6088234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6088232.000000 Penalty: 5261.394043
	Iteration 142Q: 3 clusters Score -6088232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -6088235.500000 Penalty: 5261.394043
	Iteration 143Q: 3 clusters Score -6088236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6088243.500000 Penalty: 5261.394043
	Iteration 144Q: 3 clusters Score -6088244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6088239.500000 Penalty: 5261.394043
	Iteration 145Q: 3 clusters Score -6088240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -6088243.000000 Penalty: 5261.394043
	Iteration 146Q: 3 clusters Score -6088243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -6088237.000000 Penalty: 5261.394043
	Iteration 147Q: 3 clusters Score -6088237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -6088245.500000 Penalty: 5261.394043
	Iteration 148Q: 3 clusters Score -6088246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -6088250.000000 Penalty: 5261.394043
	Iteration 149Q: 3 clusters Score -6088250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -6088236.000000 Penalty: 5261.394043
	Iteration 150Q: 3 clusters Score -6088236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -6088260.000000 Penalty: 5261.394043
	Iteration 151Q: 3 clusters Score -6088260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6088266.000000 Penalty: 5261.394043
	Iteration 152Q: 3 clusters Score -6088266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -6088258.500000 Penalty: 5261.394043
	Iteration 153Q: 3 clusters Score -6088258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -6088265.500000 Penalty: 5261.394043
	Iteration 154Q: 3 clusters Score -6088266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -6088264.000000 Penalty: 5261.394043
	Iteration 155Q: 3 clusters Score -6088264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -6088263.500000 Penalty: 5261.394043
	Iteration 156Q: 3 clusters Score -6088264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6088266.500000 Penalty: 5261.394043
	Iteration 157Q: 3 clusters Score -6088266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -6088268.000000 Penalty: 5261.394043
	Iteration 158Q: 3 clusters Score -6088268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 5261.394043
	Iteration 159Q: 3 clusters Score -6088277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -6088275.500000 Penalty: 5261.394043
	Iteration 160F: 3 clusters Score -6088276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -6088270.500000 Penalty: 5261.394043
	Iteration 161Q: 3 clusters Score -6088270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -6088272.500000 Penalty: 5261.394043
	Iteration 162Q: 3 clusters Score -6088272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -6088272.500000 Penalty: 5261.394043
	Iteration 163Q: 3 clusters Score -6088272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -6088283.000000 Penalty: 5261.394043
	Iteration 164Q: 3 clusters Score -6088283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6088286.000000 Penalty: 5261.394043
	Iteration 165Q: 3 clusters Score -6088286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -6088280.500000 Penalty: 5261.394043
	Iteration 166Q: 3 clusters Score -6088280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 5261.394043
	Iteration 167Q: 3 clusters Score -6088277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -6088275.000000 Penalty: 5261.394043
	Iteration 168Q: 3 clusters Score -6088275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6088285.500000 Penalty: 5261.394043
	Iteration 169Q: 3 clusters Score -6088286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6088282.000000 Penalty: 5261.394043
	Iteration 170Q: 3 clusters Score -6088282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6088290.000000 Penalty: 5261.394043
	Iteration 171Q: 3 clusters Score -6088290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -6088291.500000 Penalty: 5261.394043
	Iteration 172Q: 3 clusters Score -6088292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6088295.500000 Penalty: 5261.394043
	Iteration 173Q: 3 clusters Score -6088296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -6088290.500000 Penalty: 5261.394043
	Iteration 174Q: 3 clusters Score -6088290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -6088291.500000 Penalty: 5261.394043
	Iteration 175Q: 3 clusters Score -6088292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6088283.500000 Penalty: 5261.394043
	Iteration 176Q: 3 clusters Score -6088284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -6088286.500000 Penalty: 5261.394043
	Iteration 177Q: 3 clusters Score -6088286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 5261.394043
	Iteration 178Q: 3 clusters Score -6088277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6088279.500000 Penalty: 5261.394043
	Iteration 179Q: 3 clusters Score -6088280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -6088281.500000 Penalty: 5261.394043
	Iteration 180F: 3 clusters Score -6088282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 5261.394043
	Iteration 181Q: 3 clusters Score -6088277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -6088271.500000 Penalty: 5261.394043
	Iteration 182Q: 3 clusters Score -6088272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6088269.500000 Penalty: 5261.394043
	Iteration 183Q: 3 clusters Score -6088270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -6088266.000000 Penalty: 5261.394043
	Iteration 184Q: 3 clusters Score -6088266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6088270.500000 Penalty: 5261.394043
	Iteration 185Q: 3 clusters Score -6088270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6088270.500000 Penalty: 5261.394043
	Iteration 186F: 3 clusters Score -6088270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Entering Unmasked Estep 
Score: -10635099.000000 Penalty: 2763.917480
	Iteration 0F: 2 clusters Score -1.06351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -10588731.000000 Penalty: 5527.834961
	Iteration 0F: 3 clusters Score -1.058873e+07 nChanged 32481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -10607619.000000 Penalty: 5527.834961
	Iteration 1F: 3 clusters Score -1.060762e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -10608689.000000 Penalty: 5527.834961
	Iteration 2Q: 3 clusters Score -1.060869e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -10610003.000000 Penalty: 5527.834961
	Iteration 3Q: 3 clusters Score -1.061e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -10611468.000000 Penalty: 5527.834961
	Iteration 4F: 3 clusters Score -1.061147e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -10613448.000000 Penalty: 5527.834961
	Iteration 5F: 3 clusters Score -1.061345e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -10615767.000000 Penalty: 5527.834961
	Iteration 6F: 3 clusters Score -1.061577e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -10618391.000000 Penalty: 5527.834961
	Iteration 7F: 3 clusters Score -1.061839e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -10621019.000000 Penalty: 5527.834961
	Iteration 8F: 3 clusters Score -1.062102e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -10623435.000000 Penalty: 5527.834961
	Iteration 9Q: 3 clusters Score -1.062344e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -10625482.000000 Penalty: 5527.834961
	Iteration 10Q: 3 clusters Score -1.062548e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -10627016.000000 Penalty: 5527.834961
	Iteration 11Q: 3 clusters Score -1.062702e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -10627866.000000 Penalty: 5527.834961
	Iteration 12Q: 3 clusters Score -1.062787e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -10628351.000000 Penalty: 5527.834961
	Iteration 13Q: 3 clusters Score -1.062835e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -10628781.000000 Penalty: 5527.834961
	Iteration 14Q: 3 clusters Score -1.062878e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -10629170.000000 Penalty: 5527.834961
	Iteration 15Q: 3 clusters Score -1.062917e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -10629477.000000 Penalty: 5527.834961
	Iteration 16Q: 3 clusters Score -1.062948e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -10629909.000000 Penalty: 5527.834961
	Iteration 17Q: 3 clusters Score -1.062991e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -10630383.000000 Penalty: 5527.834961
	Iteration 18Q: 3 clusters Score -1.063038e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -10630834.000000 Penalty: 5527.834961
	Iteration 19Q: 3 clusters Score -1.063083e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -10631493.000000 Penalty: 5527.834961
	Iteration 20F: 3 clusters Score -1.063149e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10632066.000000 Penalty: 5527.834961
	Iteration 21Q: 3 clusters Score -1.063207e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -10632595.000000 Penalty: 5527.834961
	Iteration 22Q: 3 clusters Score -1.06326e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -10633030.000000 Penalty: 5527.834961
	Iteration 23Q: 3 clusters Score -1.063303e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -10633343.000000 Penalty: 5527.834961
	Iteration 24Q: 3 clusters Score -1.063334e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -10633586.000000 Penalty: 5527.834961
	Iteration 25Q: 3 clusters Score -1.063359e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -10633732.000000 Penalty: 5527.834961
	Iteration 26Q: 3 clusters Score -1.063373e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -10633882.000000 Penalty: 5527.834961
	Iteration 27Q: 3 clusters Score -1.063388e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -10633984.000000 Penalty: 5527.834961
	Iteration 28Q: 3 clusters Score -1.063398e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -10634078.000000 Penalty: 5527.834961
	Iteration 29Q: 3 clusters Score -1.063408e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -10634161.000000 Penalty: 5527.834961
	Iteration 30Q: 3 clusters Score -1.063416e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10634199.000000 Penalty: 5527.834961
	Iteration 31Q: 3 clusters Score -1.06342e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -10634228.000000 Penalty: 5527.834961
	Iteration 32Q: 3 clusters Score -1.063423e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -10634238.000000 Penalty: 5527.834961
	Iteration 33Q: 3 clusters Score -1.063424e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10634250.000000 Penalty: 5527.834961
	Iteration 34Q: 3 clusters Score -1.063425e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -10634226.000000 Penalty: 5527.834961
	Iteration 35Q: 3 clusters Score -1.063423e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -10634221.000000 Penalty: 5527.834961
	Iteration 36Q: 3 clusters Score -1.063422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -10634194.000000 Penalty: 5527.834961
	Iteration 37Q: 3 clusters Score -1.063419e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -10634180.000000 Penalty: 5527.834961
	Iteration 38Q: 3 clusters Score -1.063418e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -10634219.000000 Penalty: 5527.834961
	Iteration 39Q: 3 clusters Score -1.063422e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -10634206.000000 Penalty: 5527.834961
	Iteration 40F: 3 clusters Score -1.063421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -10634241.000000 Penalty: 5527.834961
	Iteration 41Q: 3 clusters Score -1.063424e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -10634226.000000 Penalty: 5527.834961
	Iteration 42Q: 3 clusters Score -1.063423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -10634207.000000 Penalty: 5527.834961
	Iteration 43Q: 3 clusters Score -1.063421e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -10634229.000000 Penalty: 5527.834961
	Iteration 44Q: 3 clusters Score -1.063423e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -10634245.000000 Penalty: 5527.834961
	Iteration 45Q: 3 clusters Score -1.063424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -10634234.000000 Penalty: 5527.834961
	Iteration 46Q: 3 clusters Score -1.063423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -10634236.000000 Penalty: 5527.834961
	Iteration 47Q: 3 clusters Score -1.063424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10634254.000000 Penalty: 5527.834961
	Iteration 48Q: 3 clusters Score -1.063425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -10634250.000000 Penalty: 5527.834961
	Iteration 49Q: 3 clusters Score -1.063425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -10634257.000000 Penalty: 5527.834961
	Iteration 50Q: 3 clusters Score -1.063426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -10634250.000000 Penalty: 5527.834961
	Iteration 51Q: 3 clusters Score -1.063425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -10634261.000000 Penalty: 5527.834961
	Iteration 52Q: 3 clusters Score -1.063426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -10634268.000000 Penalty: 5527.834961
	Iteration 53Q: 3 clusters Score -1.063427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -10634268.000000 Penalty: 5527.834961
	Iteration 54Q: 3 clusters Score -1.063427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -10634264.000000 Penalty: 5527.834961
	Iteration 55Q: 3 clusters Score -1.063426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -10634264.000000 Penalty: 5527.834961
	Iteration 56Q: 3 clusters Score -1.063426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -10634278.000000 Penalty: 5527.834961
	Iteration 57Q: 3 clusters Score -1.063428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10634276.000000 Penalty: 5527.834961
	Iteration 58Q: 3 clusters Score -1.063428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -10634278.000000 Penalty: 5527.834961
	Iteration 59Q: 3 clusters Score -1.063428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -10634276.000000 Penalty: 5527.834961
	Iteration 60F: 3 clusters Score -1.063428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -10634282.000000 Penalty: 5527.834961
	Iteration 61Q: 3 clusters Score -1.063428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -10634271.000000 Penalty: 5527.834961
	Iteration 62Q: 3 clusters Score -1.063427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -10634272.000000 Penalty: 5527.834961
	Iteration 63Q: 3 clusters Score -1.063427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -10634264.000000 Penalty: 5527.834961
	Iteration 64Q: 3 clusters Score -1.063426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -10634262.000000 Penalty: 5527.834961
	Iteration 65Q: 3 clusters Score -1.063426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -10634266.000000 Penalty: 5527.834961
	Iteration 66Q: 3 clusters Score -1.063427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -10634269.000000 Penalty: 5527.834961
	Iteration 67Q: 3 clusters Score -1.063427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -10634270.000000 Penalty: 5527.834961
	Iteration 68Q: 3 clusters Score -1.063427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -10634269.000000 Penalty: 5527.834961
	Iteration 69Q: 3 clusters Score -1.063427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -10634270.000000 Penalty: 5527.834961
	Iteration 70Q: 3 clusters Score -1.063427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10634272.000000 Penalty: 5527.834961
	Iteration 71Q: 3 clusters Score -1.063427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -10634283.000000 Penalty: 5527.834961
	Iteration 72Q: 3 clusters Score -1.063428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -10634283.000000 Penalty: 5527.834961
	Iteration 73F: 3 clusters Score -1.063428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -853536.625000 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -853536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -848461.000000 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -848461 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -849723.500000 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -849723.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -849965.000000 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -849965 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -850178.000000 Penalty: 4298.913086
	Iteration 3F: 3 clusters Score -850178 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -850376.562500 Penalty: 4298.913086
	Iteration 4Q: 3 clusters Score -850376.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -850621.375000 Penalty: 4298.913086
	Iteration 5Q: 3 clusters Score -850621.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -850868.625000 Penalty: 4298.913086
	Iteration 6Q: 3 clusters Score -850868.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -851040.250000 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -851040.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -851153.625000 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -851153.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -851241.750000 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -851241.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -851309.125000 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -851309.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -851375.312500 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -851375.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -851435.187500 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -851435.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -851479.125000 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -851479.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -851510.937500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -851510.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -851543.875000 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -851543.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -851571.750000 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -851571.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -851593.812500 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -851593.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -851609.500000 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -851609.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -851621.875000 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -851621.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -851637.437500 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -851637.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -851644.312500 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -851644.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -851656.187500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -851656.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -851669.625000 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -851669.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -851684.687500 Penalty: 4298.913086
	Iteration 24Q: 3 clusters Score -851684.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -851696.562500 Penalty: 4298.913086
	Iteration 25Q: 3 clusters Score -851696.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -851709.125000 Penalty: 4298.913086
	Iteration 26Q: 3 clusters Score -851709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -851715.375000 Penalty: 4298.913086
	Iteration 27Q: 3 clusters Score -851715.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -851720.062500 Penalty: 4298.913086
	Iteration 28Q: 3 clusters Score -851720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -851725.000000 Penalty: 4298.913086
	Iteration 29Q: 3 clusters Score -851725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -851731.375000 Penalty: 4298.913086
	Iteration 30Q: 3 clusters Score -851731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -851737.562500 Penalty: 4298.913086
	Iteration 31Q: 3 clusters Score -851737.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -851740.750000 Penalty: 4298.913086
	Iteration 32Q: 3 clusters Score -851740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -851745.187500 Penalty: 4298.913086
	Iteration 33Q: 3 clusters Score -851745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -851757.875000 Penalty: 4298.913086
	Iteration 34Q: 3 clusters Score -851757.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -851763.562500 Penalty: 4298.913086
	Iteration 35Q: 3 clusters Score -851763.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -851775.437500 Penalty: 4298.913086
	Iteration 36Q: 3 clusters Score -851775.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -851782.187500 Penalty: 4298.913086
	Iteration 37Q: 3 clusters Score -851782.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -851791.000000 Penalty: 4298.913086
	Iteration 38Q: 3 clusters Score -851791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -851803.125000 Penalty: 4298.913086
	Iteration 39Q: 3 clusters Score -851803.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -851812.687500 Penalty: 4298.913086
	Iteration 40F: 3 clusters Score -851812.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -851821.125000 Penalty: 4298.913086
	Iteration 41Q: 3 clusters Score -851821.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -851832.250000 Penalty: 4298.913086
	Iteration 42Q: 3 clusters Score -851832.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -851845.500000 Penalty: 4298.913086
	Iteration 43Q: 3 clusters Score -851845.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -851865.875000 Penalty: 4298.913086
	Iteration 44Q: 3 clusters Score -851865.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -851884.125000 Penalty: 4298.913086
	Iteration 45Q: 3 clusters Score -851884.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -851902.687500 Penalty: 4298.913086
	Iteration 46Q: 3 clusters Score -851902.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -851928.187500 Penalty: 4298.913086
	Iteration 47Q: 3 clusters Score -851928.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -851958.312500 Penalty: 4298.913086
	Iteration 48Q: 3 clusters Score -851958.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -852010.187500 Penalty: 4298.913086
	Iteration 49Q: 3 clusters Score -852010.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -852073.250000 Penalty: 4298.913086
	Iteration 50Q: 3 clusters Score -852073.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -852168.187500 Penalty: 4298.913086
	Iteration 51Q: 3 clusters Score -852168.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -852271.625000 Penalty: 4298.913086
	Iteration 52Q: 3 clusters Score -852271.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -852377.250000 Penalty: 4298.913086
	Iteration 53Q: 3 clusters Score -852377.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -852479.062500 Penalty: 4298.913086
	Iteration 54Q: 3 clusters Score -852479.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -852555.625000 Penalty: 4298.913086
	Iteration 55Q: 3 clusters Score -852555.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -852599.437500 Penalty: 4298.913086
	Iteration 56Q: 3 clusters Score -852599.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -852627.937500 Penalty: 4298.913086
	Iteration 57Q: 3 clusters Score -852627.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -852654.312500 Penalty: 4298.913086
	Iteration 58Q: 3 clusters Score -852654.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -852666.562500 Penalty: 4298.913086
	Iteration 59Q: 3 clusters Score -852666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -852688.062500 Penalty: 4298.913086
	Iteration 60F: 3 clusters Score -852688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -852716.812500 Penalty: 4298.913086
	Iteration 61Q: 3 clusters Score -852716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -852725.750000 Penalty: 4298.913086
	Iteration 62Q: 3 clusters Score -852725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -852731.187500 Penalty: 4298.913086
	Iteration 63Q: 3 clusters Score -852731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -852733.375000 Penalty: 4298.913086
	Iteration 64Q: 3 clusters Score -852733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -852738.875000 Penalty: 4298.913086
	Iteration 65Q: 3 clusters Score -852738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -852742.562500 Penalty: 4298.913086
	Iteration 66Q: 3 clusters Score -852742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -852742.875000 Penalty: 4298.913086
	Iteration 67Q: 3 clusters Score -852742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -852743.437500 Penalty: 4298.913086
	Iteration 68Q: 3 clusters Score -852743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -852745.187500 Penalty: 4298.913086
	Iteration 69Q: 3 clusters Score -852745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -852744.187500 Penalty: 4298.913086
	Iteration 70Q: 3 clusters Score -852744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -852747.187500 Penalty: 4298.913086
	Iteration 71Q: 3 clusters Score -852747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -852748.875000 Penalty: 4298.913086
	Iteration 72Q: 3 clusters Score -852748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -852748.312500 Penalty: 4298.913086
	Iteration 73Q: 3 clusters Score -852748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -852750.500000 Penalty: 4298.913086
	Iteration 74Q: 3 clusters Score -852750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -852751.062500 Penalty: 4298.913086
	Iteration 75Q: 3 clusters Score -852751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -852751.062500 Penalty: 4298.913086
	Iteration 76F: 3 clusters Score -852751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Entering Unmasked Estep 
Score: -3703726.250000 Penalty: 2520.271240
	Iteration 0F: 2 clusters Score -3703726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3685762.000000 Penalty: 5040.542480
	Iteration 0F: 3 clusters Score -3685762 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3692371.250000 Penalty: 5040.542480
	Iteration 1F: 3 clusters Score -3692371 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3693158.000000 Penalty: 5040.542480
	Iteration 2F: 3 clusters Score -3693158 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3693904.000000 Penalty: 5040.542480
	Iteration 3F: 3 clusters Score -3693904 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3694617.250000 Penalty: 5040.542480
	Iteration 4F: 3 clusters Score -3694617 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3695321.750000 Penalty: 5040.542480
	Iteration 5F: 3 clusters Score -3695322 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3696039.000000 Penalty: 5040.542480
	Iteration 6F: 3 clusters Score -3696039 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3696749.000000 Penalty: 5040.542480
	Iteration 7Q: 3 clusters Score -3696749 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3697527.500000 Penalty: 5040.542480
	Iteration 8Q: 3 clusters Score -3697528 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3698279.250000 Penalty: 5040.542480
	Iteration 9Q: 3 clusters Score -3698279 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3699053.250000 Penalty: 5040.542480
	Iteration 10Q: 3 clusters Score -3699053 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3699794.750000 Penalty: 5040.542480
	Iteration 11Q: 3 clusters Score -3699795 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3700400.500000 Penalty: 5040.542480
	Iteration 12Q: 3 clusters Score -3700400 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3700840.250000 Penalty: 5040.542480
	Iteration 13Q: 3 clusters Score -3700840 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3701174.250000 Penalty: 5040.542480
	Iteration 14Q: 3 clusters Score -3701174 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3701411.000000 Penalty: 5040.542480
	Iteration 15Q: 3 clusters Score -3701411 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3701599.250000 Penalty: 5040.542480
	Iteration 16Q: 3 clusters Score -3701599 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3701745.500000 Penalty: 5040.542480
	Iteration 17Q: 3 clusters Score -3701746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3701863.000000 Penalty: 5040.542480
	Iteration 18Q: 3 clusters Score -3701863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3701955.000000 Penalty: 5040.542480
	Iteration 19Q: 3 clusters Score -3701955 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3702034.500000 Penalty: 5040.542480
	Iteration 20F: 3 clusters Score -3702034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3702108.250000 Penalty: 5040.542480
	Iteration 21Q: 3 clusters Score -3702108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3702162.000000 Penalty: 5040.542480
	Iteration 22Q: 3 clusters Score -3702162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3702199.750000 Penalty: 5040.542480
	Iteration 23Q: 3 clusters Score -3702200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3702233.250000 Penalty: 5040.542480
	Iteration 24Q: 3 clusters Score -3702233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3702250.500000 Penalty: 5040.542480
	Iteration 25Q: 3 clusters Score -3702250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3702262.250000 Penalty: 5040.542480
	Iteration 26Q: 3 clusters Score -3702262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3702265.250000 Penalty: 5040.542480
	Iteration 27Q: 3 clusters Score -3702265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3702276.500000 Penalty: 5040.542480
	Iteration 28Q: 3 clusters Score -3702276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3702284.500000 Penalty: 5040.542480
	Iteration 29Q: 3 clusters Score -3702284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3702288.500000 Penalty: 5040.542480
	Iteration 30Q: 3 clusters Score -3702288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3702294.000000 Penalty: 5040.542480
	Iteration 31Q: 3 clusters Score -3702294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3702298.250000 Penalty: 5040.542480
	Iteration 32Q: 3 clusters Score -3702298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3702309.250000 Penalty: 5040.542480
	Iteration 33Q: 3 clusters Score -3702309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3702313.000000 Penalty: 5040.542480
	Iteration 34Q: 3 clusters Score -3702313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3702316.250000 Penalty: 5040.542480
	Iteration 35Q: 3 clusters Score -3702316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3702318.000000 Penalty: 5040.542480
	Iteration 36Q: 3 clusters Score -3702318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3702317.750000 Penalty: 5040.542480
	Iteration 37Q: 3 clusters Score -3702318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3702322.250000 Penalty: 5040.542480
	Iteration 38Q: 3 clusters Score -3702322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3702322.250000 Penalty: 5040.542480
	Iteration 39F: 3 clusters Score -3702322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Entering Unmasked Estep 
Score: -9093455.000000 Penalty: 2721.141357
	Iteration 0F: 2 clusters Score -9093455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -9054426.000000 Penalty: 5442.282715
	Iteration 0F: 3 clusters Score -9054426 nChanged 27074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -9069328.000000 Penalty: 5442.282715
	Iteration 1F: 3 clusters Score -9069328 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -9069914.000000 Penalty: 5442.282715
	Iteration 2Q: 3 clusters Score -9069914 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -9070588.000000 Penalty: 5442.282715
	Iteration 3Q: 3 clusters Score -9070588 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -9071278.000000 Penalty: 5442.282715
	Iteration 4Q: 3 clusters Score -9071278 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -9072020.000000 Penalty: 5442.282715
	Iteration 5Q: 3 clusters Score -9072020 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -9072991.000000 Penalty: 5442.282715
	Iteration 6Q: 3 clusters Score -9072991 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -9074253.000000 Penalty: 5442.282715
	Iteration 7Q: 3 clusters Score -9074253 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9076005.000000 Penalty: 5442.282715
	Iteration 8F: 3 clusters Score -9076005 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -9078205.000000 Penalty: 5442.282715
	Iteration 9F: 3 clusters Score -9078205 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -9080401.000000 Penalty: 5442.282715
	Iteration 10F: 3 clusters Score -9080401 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -9081968.000000 Penalty: 5442.282715
	Iteration 11F: 3 clusters Score -9081968 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -9082662.000000 Penalty: 5442.282715
	Iteration 12Q: 3 clusters Score -9082662 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9082935.000000 Penalty: 5442.282715
	Iteration 13Q: 3 clusters Score -9082935 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -9083191.000000 Penalty: 5442.282715
	Iteration 14Q: 3 clusters Score -9083191 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -9083362.000000 Penalty: 5442.282715
	Iteration 15Q: 3 clusters Score -9083362 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -9083547.000000 Penalty: 5442.282715
	Iteration 16Q: 3 clusters Score -9083547 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -9083712.000000 Penalty: 5442.282715
	Iteration 17Q: 3 clusters Score -9083712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -9083881.000000 Penalty: 5442.282715
	Iteration 18Q: 3 clusters Score -9083881 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9084016 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9084193.000000 Penalty: 5442.282715
	Iteration 20F: 3 clusters Score -9084193 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -9084334.000000 Penalty: 5442.282715
	Iteration 21Q: 3 clusters Score -9084334 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -9084493.000000 Penalty: 5442.282715
	Iteration 22Q: 3 clusters Score -9084493 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -9084633.000000 Penalty: 5442.282715
	Iteration 23Q: 3 clusters Score -9084633 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9084736.000000 Penalty: 5442.282715
	Iteration 24Q: 3 clusters Score -9084736 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -9084838.000000 Penalty: 5442.282715
	Iteration 25Q: 3 clusters Score -9084838 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9084898.000000 Penalty: 5442.282715
	Iteration 26Q: 3 clusters Score -9084898 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -9085016.000000 Penalty: 5442.282715
	Iteration 27Q: 3 clusters Score -9085016 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9085074 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -9085124.000000 Penalty: 5442.282715
	Iteration 29Q: 3 clusters Score -9085124 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -9085158.000000 Penalty: 5442.282715
	Iteration 30Q: 3 clusters Score -9085158 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -9085219.000000 Penalty: 5442.282715
	Iteration 31Q: 3 clusters Score -9085219 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -9085278.000000 Penalty: 5442.282715
	Iteration 32Q: 3 clusters Score -9085278 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -9085331.000000 Penalty: 5442.282715
	Iteration 33Q: 3 clusters Score -9085331 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9085341.000000 Penalty: 5442.282715
	Iteration 34Q: 3 clusters Score -9085341 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -9085401.000000 Penalty: 5442.282715
	Iteration 35Q: 3 clusters Score -9085401 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9085444.000000 Penalty: 5442.282715
	Iteration 36Q: 3 clusters Score -9085444 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -9085459.000000 Penalty: 5442.282715
	Iteration 37Q: 3 clusters Score -9085459 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9085501.000000 Penalty: 5442.282715
	Iteration 38Q: 3 clusters Score -9085501 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -9085539.000000 Penalty: 5442.282715
	Iteration 39Q: 3 clusters Score -9085539 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -9085588.000000 Penalty: 5442.282715
	Iteration 40F: 3 clusters Score -9085588 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -9085629.000000 Penalty: 5442.282715
	Iteration 41Q: 3 clusters Score -9085629 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -9085651.000000 Penalty: 5442.282715
	Iteration 42Q: 3 clusters Score -9085651 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -9085693.000000 Penalty: 5442.282715
	Iteration 43Q: 3 clusters Score -9085693 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9085727.000000 Penalty: 5442.282715
	Iteration 44Q: 3 clusters Score -9085727 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9085767.000000 Penalty: 5442.282715
	Iteration 45Q: 3 clusters Score -9085767 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -9085871.000000 Penalty: 5442.282715
	Iteration 46Q: 3 clusters Score -9085871 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -9085944.000000 Penalty: 5442.282715
	Iteration 47Q: 3 clusters Score -9085944 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -9086014.000000 Penalty: 5442.282715
	Iteration 48Q: 3 clusters Score -9086014 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -9086034.000000 Penalty: 5442.282715
	Iteration 49Q: 3 clusters Score -9086034 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -9086113.000000 Penalty: 5442.282715
	Iteration 50Q: 3 clusters Score -9086113 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -9086187.000000 Penalty: 5442.282715
	Iteration 51Q: 3 clusters Score -9086187 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9086245.000000 Penalty: 5442.282715
	Iteration 52Q: 3 clusters Score -9086245 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -9086299.000000 Penalty: 5442.282715
	Iteration 53Q: 3 clusters Score -9086299 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -9086335.000000 Penalty: 5442.282715
	Iteration 54Q: 3 clusters Score -9086335 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -9086458.000000 Penalty: 5442.282715
	Iteration 55Q: 3 clusters Score -9086458 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9086558 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -9086616.000000 Penalty: 5442.282715
	Iteration 57Q: 3 clusters Score -9086616 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -9086742.000000 Penalty: 5442.282715
	Iteration 58Q: 3 clusters Score -9086742 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -9086849.000000 Penalty: 5442.282715
	Iteration 59Q: 3 clusters Score -9086849 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -9087024.000000 Penalty: 5442.282715
	Iteration 60F: 3 clusters Score -9087024 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -9087130.000000 Penalty: 5442.282715
	Iteration 61Q: 3 clusters Score -9087130 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -9087248.000000 Penalty: 5442.282715
	Iteration 62Q: 3 clusters Score -9087248 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -9087418.000000 Penalty: 5442.282715
	Iteration 63Q: 3 clusters Score -9087418 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -9087604.000000 Penalty: 5442.282715
	Iteration 64Q: 3 clusters Score -9087604 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -9087787.000000 Penalty: 5442.282715
	Iteration 65Q: 3 clusters Score -9087787 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9087989.000000 Penalty: 5442.282715
	Iteration 66Q: 3 clusters Score -9087989 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9088213.000000 Penalty: 5442.282715
	Iteration 67Q: 3 clusters Score -9088213 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -9088473.000000 Penalty: 5442.282715
	Iteration 68Q: 3 clusters Score -9088473 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -9088711.000000 Penalty: 5442.282715
	Iteration 69Q: 3 clusters Score -9088711 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -9088958.000000 Penalty: 5442.282715
	Iteration 70Q: 3 clusters Score -9088958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -9089155.000000 Penalty: 5442.282715
	Iteration 71Q: 3 clusters Score -9089155 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -9089355.000000 Penalty: 5442.282715
	Iteration 72Q: 3 clusters Score -9089355 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -9089596.000000 Penalty: 5442.282715
	Iteration 73Q: 3 clusters Score -9089596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -9089816.000000 Penalty: 5442.282715
	Iteration 74Q: 3 clusters Score -9089816 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -9089970.000000 Penalty: 5442.282715
	Iteration 75Q: 3 clusters Score -9089970 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -9090080.000000 Penalty: 5442.282715
	Iteration 76Q: 3 clusters Score -9090080 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -9090200.000000 Penalty: 5442.282715
	Iteration 77Q: 3 clusters Score -9090200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -9090358.000000 Penalty: 5442.282715
	Iteration 78Q: 3 clusters Score -9090358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -9090414.000000 Penalty: 5442.282715
	Iteration 79Q: 3 clusters Score -9090414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -9090526.000000 Penalty: 5442.282715
	Iteration 80F: 3 clusters Score -9090526 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -9090618.000000 Penalty: 5442.282715
	Iteration 81Q: 3 clusters Score -9090618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -9090691.000000 Penalty: 5442.282715
	Iteration 82Q: 3 clusters Score -9090691 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -9090762.000000 Penalty: 5442.282715
	Iteration 83Q: 3 clusters Score -9090762 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -9090840.000000 Penalty: 5442.282715
	Iteration 84Q: 3 clusters Score -9090840 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9090901 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9090967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9091016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9091061 nChanged 86
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Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9091088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9091095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -9091109.000000 Penalty: 5442.282715
	Iteration 91Q: 3 clusters Score -9091109 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9091127 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9091160 nChanged 40
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Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9091180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9091194 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9091173 nChanged 28
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Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9091195 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9091213 nChanged 27
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9091225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9091237 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9091250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9091249 nChanged 12
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Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9091255 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9091264 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9091256 nChanged 13
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Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9091261 nChanged 13
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Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9091251 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9091266 nChanged 8
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9091256 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9091269 nChanged 5
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -9091272.000000 Penalty: 5442.282715
	Iteration 111Q: 3 clusters Score -9091272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -9091269.000000 Penalty: 5442.282715
	Iteration 112Q: 3 clusters Score -9091269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -9091260.000000 Penalty: 5442.282715
	Iteration 113Q: 3 clusters Score -9091260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -9091253.000000 Penalty: 5442.282715
	Iteration 114Q: 3 clusters Score -9091253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -9091253.000000 Penalty: 5442.282715
	Iteration 115Q: 3 clusters Score -9091253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -9091253.000000 Penalty: 5442.282715
	Iteration 116F: 3 clusters Score -9091253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Entering Unmasked Estep 
Score: -15659558.000000 Penalty: 2859.098145
	Iteration 0F: 2 clusters Score -1.565956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -15592958.000000 Penalty: 5718.196289
	Iteration 0F: 3 clusters Score -1.559296e+07 nChanged 48057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -15620806.000000 Penalty: 5718.196289
	Iteration 1F: 3 clusters Score -1.562081e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -15622117.000000 Penalty: 5718.196289
	Iteration 2Q: 3 clusters Score -1.562212e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -15623809.000000 Penalty: 5718.196289
	Iteration 3Q: 3 clusters Score -1.562381e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -15626158.000000 Penalty: 5718.196289
	Iteration 4Q: 3 clusters Score -1.562616e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -15629302.000000 Penalty: 5718.196289
	Iteration 5F: 3 clusters Score -1.56293e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -15633935.000000 Penalty: 5718.196289
	Iteration 6F: 3 clusters Score -1.563394e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -15640372.000000 Penalty: 5718.196289
	Iteration 7F: 3 clusters Score -1.564037e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -15646367.000000 Penalty: 5718.196289
	Iteration 8F: 3 clusters Score -1.564637e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -15649287.000000 Penalty: 5718.196289
	Iteration 9F: 3 clusters Score -1.564929e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -15650365.000000 Penalty: 5718.196289
	Iteration 10Q: 3 clusters Score -1.565036e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -15650894.000000 Penalty: 5718.196289
	Iteration 11Q: 3 clusters Score -1.565089e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -15651259.000000 Penalty: 5718.196289
	Iteration 12Q: 3 clusters Score -1.565126e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -15651508.000000 Penalty: 5718.196289
	Iteration 13Q: 3 clusters Score -1.565151e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -15651733.000000 Penalty: 5718.196289
	Iteration 14Q: 3 clusters Score -1.565173e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -15651914.000000 Penalty: 5718.196289
	Iteration 15Q: 3 clusters Score -1.565191e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -15652025.000000 Penalty: 5718.196289
	Iteration 16Q: 3 clusters Score -1.565202e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -15652021.000000 Penalty: 5718.196289
	Iteration 17Q: 3 clusters Score -1.565202e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -15652124.000000 Penalty: 5718.196289
	Iteration 18Q: 3 clusters Score -1.565212e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -15652153.000000 Penalty: 5718.196289
	Iteration 19Q: 3 clusters Score -1.565215e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -15652189.000000 Penalty: 5718.196289
	Iteration 20F: 3 clusters Score -1.565219e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -15652178.000000 Penalty: 5718.196289
	Iteration 21Q: 3 clusters Score -1.565218e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -15652215.000000 Penalty: 5718.196289
	Iteration 22Q: 3 clusters Score -1.565222e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -15652202.000000 Penalty: 5718.196289
	Iteration 23Q: 3 clusters Score -1.56522e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -15652233.000000 Penalty: 5718.196289
	Iteration 24Q: 3 clusters Score -1.565223e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -15652245.000000 Penalty: 5718.196289
	Iteration 25Q: 3 clusters Score -1.565224e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -15652293.000000 Penalty: 5718.196289
	Iteration 26Q: 3 clusters Score -1.565229e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -15652288.000000 Penalty: 5718.196289
	Iteration 27Q: 3 clusters Score -1.565229e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -15652297.000000 Penalty: 5718.196289
	Iteration 28Q: 3 clusters Score -1.56523e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -15652328.000000 Penalty: 5718.196289
	Iteration 29Q: 3 clusters Score -1.565233e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -15652354.000000 Penalty: 5718.196289
	Iteration 30Q: 3 clusters Score -1.565235e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -15652370.000000 Penalty: 5718.196289
	Iteration 31Q: 3 clusters Score -1.565237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -15652353.000000 Penalty: 5718.196289
	Iteration 32Q: 3 clusters Score -1.565235e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -15652360.000000 Penalty: 5718.196289
	Iteration 33Q: 3 clusters Score -1.565236e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -15652379.000000 Penalty: 5718.196289
	Iteration 34Q: 3 clusters Score -1.565238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -15652382.000000 Penalty: 5718.196289
	Iteration 35Q: 3 clusters Score -1.565238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -15652403.000000 Penalty: 5718.196289
	Iteration 36Q: 3 clusters Score -1.56524e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -15652384.000000 Penalty: 5718.196289
	Iteration 37Q: 3 clusters Score -1.565238e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -15652416.000000 Penalty: 5718.196289
	Iteration 38Q: 3 clusters Score -1.565242e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -15652420.000000 Penalty: 5718.196289
	Iteration 39Q: 3 clusters Score -1.565242e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -15652433.000000 Penalty: 5718.196289
	Iteration 40F: 3 clusters Score -1.565243e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -15652464.000000 Penalty: 5718.196289
	Iteration 41Q: 3 clusters Score -1.565246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -15652464.000000 Penalty: 5718.196289
	Iteration 42Q: 3 clusters Score -1.565246e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -15652440.000000 Penalty: 5718.196289
	Iteration 43Q: 3 clusters Score -1.565244e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -15652464.000000 Penalty: 5718.196289
	Iteration 44Q: 3 clusters Score -1.565246e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -15652475.000000 Penalty: 5718.196289
	Iteration 45Q: 3 clusters Score -1.565248e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -15652512.000000 Penalty: 5718.196289
	Iteration 46Q: 3 clusters Score -1.565251e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -15652530.000000 Penalty: 5718.196289
	Iteration 47Q: 3 clusters Score -1.565253e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -15652573.000000 Penalty: 5718.196289
	Iteration 48Q: 3 clusters Score -1.565257e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -15652566.000000 Penalty: 5718.196289
	Iteration 49Q: 3 clusters Score -1.565257e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -15652572.000000 Penalty: 5718.196289
	Iteration 50Q: 3 clusters Score -1.565257e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -15652579.000000 Penalty: 5718.196289
	Iteration 51Q: 3 clusters Score -1.565258e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -15652582.000000 Penalty: 5718.196289
	Iteration 52Q: 3 clusters Score -1.565258e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -15652600.000000 Penalty: 5718.196289
	Iteration 53Q: 3 clusters Score -1.56526e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -15652620.000000 Penalty: 5718.196289
	Iteration 54Q: 3 clusters Score -1.565262e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -15652646.000000 Penalty: 5718.196289
	Iteration 55Q: 3 clusters Score -1.565265e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -15652646.000000 Penalty: 5718.196289
	Iteration 56Q: 3 clusters Score -1.565265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -15652664.000000 Penalty: 5718.196289
	Iteration 57Q: 3 clusters Score -1.565266e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -15652661.000000 Penalty: 5718.196289
	Iteration 58Q: 3 clusters Score -1.565266e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -15652651.000000 Penalty: 5718.196289
	Iteration 59Q: 3 clusters Score -1.565265e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -15652687.000000 Penalty: 5718.196289
	Iteration 60F: 3 clusters Score -1.565269e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -15652716.000000 Penalty: 5718.196289
	Iteration 61Q: 3 clusters Score -1.565272e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -15652738.000000 Penalty: 5718.196289
	Iteration 62Q: 3 clusters Score -1.565274e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -15652743.000000 Penalty: 5718.196289
	Iteration 63Q: 3 clusters Score -1.565274e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -15652738.000000 Penalty: 5718.196289
	Iteration 64Q: 3 clusters Score -1.565274e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -15652777.000000 Penalty: 5718.196289
	Iteration 65Q: 3 clusters Score -1.565278e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -15652798.000000 Penalty: 5718.196289
	Iteration 66Q: 3 clusters Score -1.56528e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -15652791.000000 Penalty: 5718.196289
	Iteration 67Q: 3 clusters Score -1.565279e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -15652804.000000 Penalty: 5718.196289
	Iteration 68Q: 3 clusters Score -1.56528e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -15652828.000000 Penalty: 5718.196289
	Iteration 69Q: 3 clusters Score -1.565283e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -15652811.000000 Penalty: 5718.196289
	Iteration 70Q: 3 clusters Score -1.565281e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -15652847.000000 Penalty: 5718.196289
	Iteration 71Q: 3 clusters Score -1.565285e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -15652867.000000 Penalty: 5718.196289
	Iteration 72Q: 3 clusters Score -1.565287e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -15652862.000000 Penalty: 5718.196289
	Iteration 73Q: 3 clusters Score -1.565286e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -15652890.000000 Penalty: 5718.196289
	Iteration 74Q: 3 clusters Score -1.565289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -15652934.000000 Penalty: 5718.196289
	Iteration 75Q: 3 clusters Score -1.565293e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -15652980.000000 Penalty: 5718.196289
	Iteration 76Q: 3 clusters Score -1.565298e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -15652999.000000 Penalty: 5718.196289
	Iteration 77Q: 3 clusters Score -1.5653e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -15653012.000000 Penalty: 5718.196289
	Iteration 78Q: 3 clusters Score -1.565301e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -15653046.000000 Penalty: 5718.196289
	Iteration 79Q: 3 clusters Score -1.565305e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -15653062.000000 Penalty: 5718.196289
	Iteration 80F: 3 clusters Score -1.565306e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -15653089.000000 Penalty: 5718.196289
	Iteration 81Q: 3 clusters Score -1.565309e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -15653115.000000 Penalty: 5718.196289
	Iteration 82Q: 3 clusters Score -1.565312e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -15653129.000000 Penalty: 5718.196289
	Iteration 83Q: 3 clusters Score -1.565313e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -15653173.000000 Penalty: 5718.196289
	Iteration 84Q: 3 clusters Score -1.565317e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -15653270.000000 Penalty: 5718.196289
	Iteration 85Q: 3 clusters Score -1.565327e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -15653282.000000 Penalty: 5718.196289
	Iteration 86Q: 3 clusters Score -1.565328e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -15653334.000000 Penalty: 5718.196289
	Iteration 87Q: 3 clusters Score -1.565333e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -15653388.000000 Penalty: 5718.196289
	Iteration 88Q: 3 clusters Score -1.565339e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -15653403.000000 Penalty: 5718.196289
	Iteration 89Q: 3 clusters Score -1.56534e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -15653477.000000 Penalty: 5718.196289
	Iteration 90Q: 3 clusters Score -1.565348e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -15653463.000000 Penalty: 5718.196289
	Iteration 91Q: 3 clusters Score -1.565346e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -15653503.000000 Penalty: 5718.196289
	Iteration 92Q: 3 clusters Score -1.56535e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -15653504.000000 Penalty: 5718.196289
	Iteration 93Q: 3 clusters Score -1.56535e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -15653514.000000 Penalty: 5718.196289
	Iteration 94Q: 3 clusters Score -1.565351e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -15653560.000000 Penalty: 5718.196289
	Iteration 95Q: 3 clusters Score -1.565356e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -15653591.000000 Penalty: 5718.196289
	Iteration 96Q: 3 clusters Score -1.565359e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -15653654.000000 Penalty: 5718.196289
	Iteration 97Q: 3 clusters Score -1.565365e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -15653680.000000 Penalty: 5718.196289
	Iteration 98Q: 3 clusters Score -1.565368e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -15653675.000000 Penalty: 5718.196289
	Iteration 99Q: 3 clusters Score -1.565368e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -15653718.000000 Penalty: 5718.196289
	Iteration 100F: 3 clusters Score -1.565372e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -15653706.000000 Penalty: 5718.196289
	Iteration 101Q: 3 clusters Score -1.565371e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -15653713.000000 Penalty: 5718.196289
	Iteration 102Q: 3 clusters Score -1.565371e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -15653757.000000 Penalty: 5718.196289
	Iteration 103Q: 3 clusters Score -1.565376e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -15653780.000000 Penalty: 5718.196289
	Iteration 104Q: 3 clusters Score -1.565378e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -15653793.000000 Penalty: 5718.196289
	Iteration 105Q: 3 clusters Score -1.565379e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -15653834.000000 Penalty: 5718.196289
	Iteration 106Q: 3 clusters Score -1.565383e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -15653853.000000 Penalty: 5718.196289
	Iteration 107Q: 3 clusters Score -1.565385e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -15653882.000000 Penalty: 5718.196289
	Iteration 108Q: 3 clusters Score -1.565388e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -15653930.000000 Penalty: 5718.196289
	Iteration 109Q: 3 clusters Score -1.565393e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -15653973.000000 Penalty: 5718.196289
	Iteration 110Q: 3 clusters Score -1.565397e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -15653999.000000 Penalty: 5718.196289
	Iteration 111Q: 3 clusters Score -1.5654e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -15654029.000000 Penalty: 5718.196289
	Iteration 112Q: 3 clusters Score -1.565403e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -15654039.000000 Penalty: 5718.196289
	Iteration 113Q: 3 clusters Score -1.565404e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -15654070.000000 Penalty: 5718.196289
	Iteration 114Q: 3 clusters Score -1.565407e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -15654107.000000 Penalty: 5718.196289
	Iteration 115Q: 3 clusters Score -1.565411e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -15654136.000000 Penalty: 5718.196289
	Iteration 116Q: 3 clusters Score -1.565414e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -15654219.000000 Penalty: 5718.196289
	Iteration 117Q: 3 clusters Score -1.565422e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -15654229.000000 Penalty: 5718.196289
	Iteration 118Q: 3 clusters Score -1.565423e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -15654341.000000 Penalty: 5718.196289
	Iteration 119Q: 3 clusters Score -1.565434e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -15654360.000000 Penalty: 5718.196289
	Iteration 120F: 3 clusters Score -1.565436e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -15654395.000000 Penalty: 5718.196289
	Iteration 121Q: 3 clusters Score -1.56544e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -15654435.000000 Penalty: 5718.196289
	Iteration 122Q: 3 clusters Score -1.565444e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -15654434.000000 Penalty: 5718.196289
	Iteration 123Q: 3 clusters Score -1.565443e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -15654465.000000 Penalty: 5718.196289
	Iteration 124Q: 3 clusters Score -1.565446e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -15654527.000000 Penalty: 5718.196289
	Iteration 125Q: 3 clusters Score -1.565453e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -15654575.000000 Penalty: 5718.196289
	Iteration 126Q: 3 clusters Score -1.565458e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -15654652.000000 Penalty: 5718.196289
	Iteration 127Q: 3 clusters Score -1.565465e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -15654731.000000 Penalty: 5718.196289
	Iteration 128Q: 3 clusters Score -1.565473e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -15654756.000000 Penalty: 5718.196289
	Iteration 129Q: 3 clusters Score -1.565476e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -15654834.000000 Penalty: 5718.196289
	Iteration 130Q: 3 clusters Score -1.565483e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -15654886.000000 Penalty: 5718.196289
	Iteration 131Q: 3 clusters Score -1.565489e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -15654927.000000 Penalty: 5718.196289
	Iteration 132Q: 3 clusters Score -1.565493e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -15654996.000000 Penalty: 5718.196289
	Iteration 133Q: 3 clusters Score -1.5655e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -15655126.000000 Penalty: 5718.196289
	Iteration 134Q: 3 clusters Score -1.565513e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -15655222.000000 Penalty: 5718.196289
	Iteration 135Q: 3 clusters Score -1.565522e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -15655312.000000 Penalty: 5718.196289
	Iteration 136Q: 3 clusters Score -1.565531e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -15655406.000000 Penalty: 5718.196289
	Iteration 137Q: 3 clusters Score -1.565541e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -15655480.000000 Penalty: 5718.196289
	Iteration 138Q: 3 clusters Score -1.565548e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -15655520.000000 Penalty: 5718.196289
	Iteration 139Q: 3 clusters Score -1.565552e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -15655614.000000 Penalty: 5718.196289
	Iteration 140F: 3 clusters Score -1.565561e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -15655656.000000 Penalty: 5718.196289
	Iteration 141Q: 3 clusters Score -1.565566e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -15655761.000000 Penalty: 5718.196289
	Iteration 142Q: 3 clusters Score -1.565576e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -15655856.000000 Penalty: 5718.196289
	Iteration 143Q: 3 clusters Score -1.565586e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -15655917.000000 Penalty: 5718.196289
	Iteration 144Q: 3 clusters Score -1.565592e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -15655948.000000 Penalty: 5718.196289
	Iteration 145Q: 3 clusters Score -1.565595e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -15656023.000000 Penalty: 5718.196289
	Iteration 146Q: 3 clusters Score -1.565602e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -15656094.000000 Penalty: 5718.196289
	Iteration 147Q: 3 clusters Score -1.565609e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -15656175.000000 Penalty: 5718.196289
	Iteration 148Q: 3 clusters Score -1.565618e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -15656277.000000 Penalty: 5718.196289
	Iteration 149Q: 3 clusters Score -1.565628e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -15656431.000000 Penalty: 5718.196289
	Iteration 150Q: 3 clusters Score -1.565643e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -15656503.000000 Penalty: 5718.196289
	Iteration 151Q: 3 clusters Score -1.56565e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -15656582.000000 Penalty: 5718.196289
	Iteration 152Q: 3 clusters Score -1.565658e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -15656692.000000 Penalty: 5718.196289
	Iteration 153Q: 3 clusters Score -1.565669e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -15656858.000000 Penalty: 5718.196289
	Iteration 154Q: 3 clusters Score -1.565686e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -15656898.000000 Penalty: 5718.196289
	Iteration 155Q: 3 clusters Score -1.56569e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -15657001.000000 Penalty: 5718.196289
	Iteration 156Q: 3 clusters Score -1.5657e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -15657155.000000 Penalty: 5718.196289
	Iteration 157Q: 3 clusters Score -1.565716e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -15657225.000000 Penalty: 5718.196289
	Iteration 158Q: 3 clusters Score -1.565722e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -15657300.000000 Penalty: 5718.196289
	Iteration 159Q: 3 clusters Score -1.56573e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -15657375.000000 Penalty: 5718.196289
	Iteration 160F: 3 clusters Score -1.565738e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -15657478.000000 Penalty: 5718.196289
	Iteration 161Q: 3 clusters Score -1.565748e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -15657484.000000 Penalty: 5718.196289
	Iteration 162Q: 3 clusters Score -1.565748e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -15657578.000000 Penalty: 5718.196289
	Iteration 163Q: 3 clusters Score -1.565758e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -15657611.000000 Penalty: 5718.196289
	Iteration 164Q: 3 clusters Score -1.565761e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -15657682.000000 Penalty: 5718.196289
	Iteration 165Q: 3 clusters Score -1.565768e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -15657741.000000 Penalty: 5718.196289
	Iteration 166Q: 3 clusters Score -1.565774e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15657720.000000 Penalty: 5718.196289
	Iteration 167Q: 3 clusters Score -1.565772e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -15657742.000000 Penalty: 5718.196289
	Iteration 168Q: 3 clusters Score -1.565774e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -15657758.000000 Penalty: 5718.196289
	Iteration 169Q: 3 clusters Score -1.565776e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15657755.000000 Penalty: 5718.196289
	Iteration 170Q: 3 clusters Score -1.565776e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15657843.000000 Penalty: 5718.196289
	Iteration 171Q: 3 clusters Score -1.565784e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15657839.000000 Penalty: 5718.196289
	Iteration 172Q: 3 clusters Score -1.565784e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -15657860.000000 Penalty: 5718.196289
	Iteration 173Q: 3 clusters Score -1.565786e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15657882.000000 Penalty: 5718.196289
	Iteration 174Q: 3 clusters Score -1.565788e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15657850.000000 Penalty: 5718.196289
	Iteration 175Q: 3 clusters Score -1.565785e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15657879.000000 Penalty: 5718.196289
	Iteration 176Q: 3 clusters Score -1.565788e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15657886.000000 Penalty: 5718.196289
	Iteration 177Q: 3 clusters Score -1.565789e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15657876.000000 Penalty: 5718.196289
	Iteration 178Q: 3 clusters Score -1.565788e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15657893.000000 Penalty: 5718.196289
	Iteration 179Q: 3 clusters Score -1.565789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15657918.000000 Penalty: 5718.196289
	Iteration 180F: 3 clusters Score -1.565792e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15657913.000000 Penalty: 5718.196289
	Iteration 181Q: 3 clusters Score -1.565791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15657925.000000 Penalty: 5718.196289
	Iteration 182Q: 3 clusters Score -1.565792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15657937.000000 Penalty: 5718.196289
	Iteration 183Q: 3 clusters Score -1.565794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -15657912.000000 Penalty: 5718.196289
	Iteration 184Q: 3 clusters Score -1.565791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15657902.000000 Penalty: 5718.196289
	Iteration 185Q: 3 clusters Score -1.56579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15657906.000000 Penalty: 5718.196289
	Iteration 186Q: 3 clusters Score -1.565791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15657917.000000 Penalty: 5718.196289
	Iteration 187Q: 3 clusters Score -1.565792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15657918.000000 Penalty: 5718.196289
	Iteration 188Q: 3 clusters Score -1.565792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15657930.000000 Penalty: 5718.196289
	Iteration 189Q: 3 clusters Score -1.565793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15657919.000000 Penalty: 5718.196289
	Iteration 190Q: 3 clusters Score -1.565792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15657886.000000 Penalty: 5718.196289
	Iteration 191Q: 3 clusters Score -1.565789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15657882.000000 Penalty: 5718.196289
	Iteration 192Q: 3 clusters Score -1.565788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15657888.000000 Penalty: 5718.196289
	Iteration 193Q: 3 clusters Score -1.565789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15657889.000000 Penalty: 5718.196289
	Iteration 194Q: 3 clusters Score -1.565789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15657879.000000 Penalty: 5718.196289
	Iteration 195Q: 3 clusters Score -1.565788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15657877.000000 Penalty: 5718.196289
	Iteration 196Q: 3 clusters Score -1.565788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15657882.000000 Penalty: 5718.196289
	Iteration 197Q: 3 clusters Score -1.565788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15657879.000000 Penalty: 5718.196289
	Iteration 198Q: 3 clusters Score -1.565788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -15657875.000000 Penalty: 5718.196289
	Iteration 199Q: 3 clusters Score -1.565788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15657883.000000 Penalty: 5718.196289
	Iteration 200F: 3 clusters Score -1.565788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15657880.000000 Penalty: 5718.196289
	Iteration 201Q: 3 clusters Score -1.565788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15657886.000000 Penalty: 5718.196289
	Iteration 202Q: 3 clusters Score -1.565789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15657884.000000 Penalty: 5718.196289
	Iteration 203Q: 3 clusters Score -1.565788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15657878.000000 Penalty: 5718.196289
	Iteration 204Q: 3 clusters Score -1.565788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15657878.000000 Penalty: 5718.196289
	Iteration 205Q: 3 clusters Score -1.565788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15657870.000000 Penalty: 5718.196289
	Iteration 206Q: 3 clusters Score -1.565787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15657873.000000 Penalty: 5718.196289
	Iteration 207Q: 3 clusters Score -1.565787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15657873.000000 Penalty: 5718.196289
	Iteration 208Q: 3 clusters Score -1.565787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -15657881.000000 Penalty: 5718.196289
	Iteration 209Q: 3 clusters Score -1.565788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15657877.000000 Penalty: 5718.196289
	Iteration 210Q: 3 clusters Score -1.565788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15657885.000000 Penalty: 5718.196289
	Iteration 211Q: 3 clusters Score -1.565788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15657877.000000 Penalty: 5718.196289
	Iteration 212Q: 3 clusters Score -1.565788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15657882.000000 Penalty: 5718.196289
	Iteration 213Q: 3 clusters Score -1.565788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15657877.000000 Penalty: 5718.196289
	Iteration 214Q: 3 clusters Score -1.565788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15657878.000000 Penalty: 5718.196289
	Iteration 215Q: 3 clusters Score -1.565788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15657891.000000 Penalty: 5718.196289
	Iteration 216Q: 3 clusters Score -1.565789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15657889.000000 Penalty: 5718.196289
	Iteration 217Q: 3 clusters Score -1.565789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15657883.000000 Penalty: 5718.196289
	Iteration 218Q: 3 clusters Score -1.565788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15657879.000000 Penalty: 5718.196289
	Iteration 219Q: 3 clusters Score -1.565788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15657872.000000 Penalty: 5718.196289
	Iteration 220F: 3 clusters Score -1.565787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15657889.000000 Penalty: 5718.196289
	Iteration 221Q: 3 clusters Score -1.565789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15657886.000000 Penalty: 5718.196289
	Iteration 222Q: 3 clusters Score -1.565789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15657898.000000 Penalty: 5718.196289
	Iteration 223Q: 3 clusters Score -1.56579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15657906.000000 Penalty: 5718.196289
	Iteration 224Q: 3 clusters Score -1.565791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15657914.000000 Penalty: 5718.196289
	Iteration 225Q: 3 clusters Score -1.565791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15657908.000000 Penalty: 5718.196289
	Iteration 226Q: 3 clusters Score -1.565791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15657909.000000 Penalty: 5718.196289
	Iteration 227Q: 3 clusters Score -1.565791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15657907.000000 Penalty: 5718.196289
	Iteration 228Q: 3 clusters Score -1.565791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15657901.000000 Penalty: 5718.196289
	Iteration 229Q: 3 clusters Score -1.56579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15657917.000000 Penalty: 5718.196289
	Iteration 230Q: 3 clusters Score -1.565792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15657932.000000 Penalty: 5718.196289
	Iteration 231Q: 3 clusters Score -1.565793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15657939.000000 Penalty: 5718.196289
	Iteration 232Q: 3 clusters Score -1.565794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15657945.000000 Penalty: 5718.196289
	Iteration 233Q: 3 clusters Score -1.565794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15657943.000000 Penalty: 5718.196289
	Iteration 234Q: 3 clusters Score -1.565794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15657945.000000 Penalty: 5718.196289
	Iteration 235Q: 3 clusters Score -1.565794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15657951.000000 Penalty: 5718.196289
	Iteration 236Q: 3 clusters Score -1.565795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15657951.000000 Penalty: 5718.196289
	Iteration 237F: 3 clusters Score -1.565795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Entering Unmasked Estep 
Score: -16014577.000000 Penalty: 2865.232666
	Iteration 0F: 2 clusters Score -1.601458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -15945830.000000 Penalty: 5730.465332
	Iteration 0F: 3 clusters Score -1.594583e+07 nChanged 49458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -15974359.000000 Penalty: 5730.465332
	Iteration 1F: 3 clusters Score -1.597436e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -15975484.000000 Penalty: 5730.465332
	Iteration 2Q: 3 clusters Score -1.597548e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -15977362.000000 Penalty: 5730.465332
	Iteration 3Q: 3 clusters Score -1.597736e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -15980524.000000 Penalty: 5730.465332
	Iteration 4F: 3 clusters Score -1.598052e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -15985828.000000 Penalty: 5730.465332
	Iteration 5F: 3 clusters Score -1.598583e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -15993349.000000 Penalty: 5730.465332
	Iteration 6F: 3 clusters Score -1.599335e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -16001063.000000 Penalty: 5730.465332
	Iteration 7F: 3 clusters Score -1.600106e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -16006648.000000 Penalty: 5730.465332
	Iteration 8F: 3 clusters Score -1.600665e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -16009932.000000 Penalty: 5730.465332
	Iteration 9Q: 3 clusters Score -1.600993e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -16011517.000000 Penalty: 5730.465332
	Iteration 10Q: 3 clusters Score -1.601152e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -16012245.000000 Penalty: 5730.465332
	Iteration 11Q: 3 clusters Score -1.601224e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -16012604.000000 Penalty: 5730.465332
	Iteration 12Q: 3 clusters Score -1.60126e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -16012795.000000 Penalty: 5730.465332
	Iteration 13Q: 3 clusters Score -1.60128e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16012933.000000 Penalty: 5730.465332
	Iteration 14Q: 3 clusters Score -1.601293e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -16013048.000000 Penalty: 5730.465332
	Iteration 15Q: 3 clusters Score -1.601305e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -16013085.000000 Penalty: 5730.465332
	Iteration 16Q: 3 clusters Score -1.601308e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -16013080.000000 Penalty: 5730.465332
	Iteration 17Q: 3 clusters Score -1.601308e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -16013082.000000 Penalty: 5730.465332
	Iteration 18Q: 3 clusters Score -1.601308e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16013127.000000 Penalty: 5730.465332
	Iteration 19Q: 3 clusters Score -1.601313e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16013127.000000 Penalty: 5730.465332
	Iteration 20F: 3 clusters Score -1.601313e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -16013112.000000 Penalty: 5730.465332
	Iteration 21Q: 3 clusters Score -1.601311e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -16013112.000000 Penalty: 5730.465332
	Iteration 22Q: 3 clusters Score -1.601311e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -16013120.000000 Penalty: 5730.465332
	Iteration 23Q: 3 clusters Score -1.601312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16013122.000000 Penalty: 5730.465332
	Iteration 24Q: 3 clusters Score -1.601312e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -16013107.000000 Penalty: 5730.465332
	Iteration 25Q: 3 clusters Score -1.601311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -16013097.000000 Penalty: 5730.465332
	Iteration 26Q: 3 clusters Score -1.60131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -16013097.000000 Penalty: 5730.465332
	Iteration 27Q: 3 clusters Score -1.60131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -16013112.000000 Penalty: 5730.465332
	Iteration 28Q: 3 clusters Score -1.601311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -16013096.000000 Penalty: 5730.465332
	Iteration 29Q: 3 clusters Score -1.60131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16013086.000000 Penalty: 5730.465332
	Iteration 30Q: 3 clusters Score -1.601309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -16013080.000000 Penalty: 5730.465332
	Iteration 31Q: 3 clusters Score -1.601308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -16013054.000000 Penalty: 5730.465332
	Iteration 32Q: 3 clusters Score -1.601305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16013039.000000 Penalty: 5730.465332
	Iteration 33Q: 3 clusters Score -1.601304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -16013044.000000 Penalty: 5730.465332
	Iteration 34Q: 3 clusters Score -1.601304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -16013032.000000 Penalty: 5730.465332
	Iteration 35Q: 3 clusters Score -1.601303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16013036.000000 Penalty: 5730.465332
	Iteration 36Q: 3 clusters Score -1.601304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16013034.000000 Penalty: 5730.465332
	Iteration 37Q: 3 clusters Score -1.601303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -16013038.000000 Penalty: 5730.465332
	Iteration 38Q: 3 clusters Score -1.601304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -16013017.000000 Penalty: 5730.465332
	Iteration 39Q: 3 clusters Score -1.601302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -16013019.000000 Penalty: 5730.465332
	Iteration 40F: 3 clusters Score -1.601302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16013017.000000 Penalty: 5730.465332
	Iteration 41Q: 3 clusters Score -1.601302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16013012.000000 Penalty: 5730.465332
	Iteration 42Q: 3 clusters Score -1.601301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16013007.000000 Penalty: 5730.465332
	Iteration 43Q: 3 clusters Score -1.601301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -16013005.000000 Penalty: 5730.465332
	Iteration 44Q: 3 clusters Score -1.6013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -16013012.000000 Penalty: 5730.465332
	Iteration 45Q: 3 clusters Score -1.601301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16013021.000000 Penalty: 5730.465332
	Iteration 46Q: 3 clusters Score -1.601302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -16013006.000000 Penalty: 5730.465332
	Iteration 47Q: 3 clusters Score -1.601301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16013014.000000 Penalty: 5730.465332
	Iteration 48Q: 3 clusters Score -1.601301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -16013012.000000 Penalty: 5730.465332
	Iteration 49Q: 3 clusters Score -1.601301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -16013013.000000 Penalty: 5730.465332
	Iteration 50Q: 3 clusters Score -1.601301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -16013019.000000 Penalty: 5730.465332
	Iteration 51Q: 3 clusters Score -1.601302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16013014.000000 Penalty: 5730.465332
	Iteration 52Q: 3 clusters Score -1.601301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16013022.000000 Penalty: 5730.465332
	Iteration 53Q: 3 clusters Score -1.601302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16013014.000000 Penalty: 5730.465332
	Iteration 54Q: 3 clusters Score -1.601301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16013014.000000 Penalty: 5730.465332
	Iteration 55F: 3 clusters Score -1.601301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Entering Unmasked Estep 
Score: -5889661.000000 Penalty: 2615.368652
	Iteration 0F: 2 clusters Score -5889661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5863809.500000 Penalty: 5230.737305
	Iteration 0F: 3 clusters Score -5863810 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5873916.500000 Penalty: 5230.737305
	Iteration 1F: 3 clusters Score -5873916 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5875144.000000 Penalty: 5230.737305
	Iteration 2F: 3 clusters Score -5875144 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5876716.500000 Penalty: 5230.737305
	Iteration 3F: 3 clusters Score -5876716 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -5878690.000000 Penalty: 5230.737305
	Iteration 4F: 3 clusters Score -5878690 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -5880891.000000 Penalty: 5230.737305
	Iteration 5F: 3 clusters Score -5880891 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -5882911.500000 Penalty: 5230.737305
	Iteration 6F: 3 clusters Score -5882912 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5884499.500000 Penalty: 5230.737305
	Iteration 7Q: 3 clusters Score -5884500 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5885547.500000 Penalty: 5230.737305
	Iteration 8Q: 3 clusters Score -5885548 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -5886225.000000 Penalty: 5230.737305
	Iteration 9Q: 3 clusters Score -5886225 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -5886541.000000 Penalty: 5230.737305
	Iteration 10Q: 3 clusters Score -5886541 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5886715.000000 Penalty: 5230.737305
	Iteration 11Q: 3 clusters Score -5886715 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5886830.000000 Penalty: 5230.737305
	Iteration 12Q: 3 clusters Score -5886830 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5886952.000000 Penalty: 5230.737305
	Iteration 13Q: 3 clusters Score -5886952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5887052.500000 Penalty: 5230.737305
	Iteration 14Q: 3 clusters Score -5887052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -5887142.500000 Penalty: 5230.737305
	Iteration 15Q: 3 clusters Score -5887142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5887193.000000 Penalty: 5230.737305
	Iteration 16Q: 3 clusters Score -5887193 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5887256.500000 Penalty: 5230.737305
	Iteration 17Q: 3 clusters Score -5887256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -5887311.500000 Penalty: 5230.737305
	Iteration 18Q: 3 clusters Score -5887312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5887357.000000 Penalty: 5230.737305
	Iteration 19Q: 3 clusters Score -5887357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5887375.500000 Penalty: 5230.737305
	Iteration 20F: 3 clusters Score -5887376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5887392.500000 Penalty: 5230.737305
	Iteration 21Q: 3 clusters Score -5887392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5887421.500000 Penalty: 5230.737305
	Iteration 22Q: 3 clusters Score -5887422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5887427.500000 Penalty: 5230.737305
	Iteration 23Q: 3 clusters Score -5887428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5887442.500000 Penalty: 5230.737305
	Iteration 24Q: 3 clusters Score -5887442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5887452.000000 Penalty: 5230.737305
	Iteration 25Q: 3 clusters Score -5887452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5887462.000000 Penalty: 5230.737305
	Iteration 26Q: 3 clusters Score -5887462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5887480.500000 Penalty: 5230.737305
	Iteration 27Q: 3 clusters Score -5887480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5887483.500000 Penalty: 5230.737305
	Iteration 28Q: 3 clusters Score -5887484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5887492.000000 Penalty: 5230.737305
	Iteration 29Q: 3 clusters Score -5887492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -5887498.500000 Penalty: 5230.737305
	Iteration 30Q: 3 clusters Score -5887498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5887504.000000 Penalty: 5230.737305
	Iteration 31Q: 3 clusters Score -5887504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5887505.000000 Penalty: 5230.737305
	Iteration 32Q: 3 clusters Score -5887505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5887515.000000 Penalty: 5230.737305
	Iteration 33Q: 3 clusters Score -5887515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -5887516.000000 Penalty: 5230.737305
	Iteration 34Q: 3 clusters Score -5887516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5887516.000000 Penalty: 5230.737305
	Iteration 35Q: 3 clusters Score -5887516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5887524.500000 Penalty: 5230.737305
	Iteration 36Q: 3 clusters Score -5887524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5887528.000000 Penalty: 5230.737305
	Iteration 37Q: 3 clusters Score -5887528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5887537.500000 Penalty: 5230.737305
	Iteration 38Q: 3 clusters Score -5887538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -5887529.000000 Penalty: 5230.737305
	Iteration 39Q: 3 clusters Score -5887529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5887535.500000 Penalty: 5230.737305
	Iteration 40F: 3 clusters Score -5887536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5887538.500000 Penalty: 5230.737305
	Iteration 41Q: 3 clusters Score -5887538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -5887539.000000 Penalty: 5230.737305
	Iteration 42Q: 3 clusters Score -5887539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5887545.000000 Penalty: 5230.737305
	Iteration 43Q: 3 clusters Score -5887545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -5887543.500000 Penalty: 5230.737305
	Iteration 44Q: 3 clusters Score -5887544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5887550.500000 Penalty: 5230.737305
	Iteration 45Q: 3 clusters Score -5887550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5887552.000000 Penalty: 5230.737305
	Iteration 46Q: 3 clusters Score -5887552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -5887555.000000 Penalty: 5230.737305
	Iteration 47Q: 3 clusters Score -5887555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5887552.000000 Penalty: 5230.737305
	Iteration 48Q: 3 clusters Score -5887552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5887548.500000 Penalty: 5230.737305
	Iteration 49Q: 3 clusters Score -5887548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5887547.000000 Penalty: 5230.737305
	Iteration 50Q: 3 clusters Score -5887547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5887550.000000 Penalty: 5230.737305
	Iteration 51Q: 3 clusters Score -5887550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5887564.500000 Penalty: 5230.737305
	Iteration 52Q: 3 clusters Score -5887564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5887569.000000 Penalty: 5230.737305
	Iteration 53Q: 3 clusters Score -5887569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5887571.000000 Penalty: 5230.737305
	Iteration 54Q: 3 clusters Score -5887571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -5887584.000000 Penalty: 5230.737305
	Iteration 55Q: 3 clusters Score -5887584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5887583.500000 Penalty: 5230.737305
	Iteration 56Q: 3 clusters Score -5887584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -5887581.500000 Penalty: 5230.737305
	Iteration 57Q: 3 clusters Score -5887582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -5887578.000000 Penalty: 5230.737305
	Iteration 58Q: 3 clusters Score -5887578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5887579.500000 Penalty: 5230.737305
	Iteration 59Q: 3 clusters Score -5887580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5887575.500000 Penalty: 5230.737305
	Iteration 60F: 3 clusters Score -5887576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5887582.500000 Penalty: 5230.737305
	Iteration 61Q: 3 clusters Score -5887582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5887579.500000 Penalty: 5230.737305
	Iteration 62Q: 3 clusters Score -5887580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5887584.500000 Penalty: 5230.737305
	Iteration 63Q: 3 clusters Score -5887584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5887584.500000 Penalty: 5230.737305
	Iteration 64F: 3 clusters Score -5887584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Entering Unmasked Estep 
Score: -16149108.000000 Penalty: 2865.915039
	Iteration 0F: 2 clusters Score -1.614911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -16081625.000000 Penalty: 5731.830078
	Iteration 0F: 3 clusters Score -1.608162e+07 nChanged 49551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -16110806.000000 Penalty: 5731.830078
	Iteration 1F: 3 clusters Score -1.611081e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -16112209.000000 Penalty: 5731.830078
	Iteration 2Q: 3 clusters Score -1.611221e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -16114304.000000 Penalty: 5731.830078
	Iteration 3Q: 3 clusters Score -1.61143e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -16117534.000000 Penalty: 5731.830078
	Iteration 4F: 3 clusters Score -1.611753e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -16122158.000000 Penalty: 5731.830078
	Iteration 5F: 3 clusters Score -1.612216e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -16128188.000000 Penalty: 5731.830078
	Iteration 6F: 3 clusters Score -1.612819e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -16134332.000000 Penalty: 5731.830078
	Iteration 7F: 3 clusters Score -1.613433e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -16139071.000000 Penalty: 5731.830078
	Iteration 8F: 3 clusters Score -1.613907e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -16141887.000000 Penalty: 5731.830078
	Iteration 9Q: 3 clusters Score -1.614189e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -16143313.000000 Penalty: 5731.830078
	Iteration 10Q: 3 clusters Score -1.614331e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -16144189.000000 Penalty: 5731.830078
	Iteration 11Q: 3 clusters Score -1.614419e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -16144887.000000 Penalty: 5731.830078
	Iteration 12Q: 3 clusters Score -1.614489e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -16145397.000000 Penalty: 5731.830078
	Iteration 13Q: 3 clusters Score -1.61454e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -16145812.000000 Penalty: 5731.830078
	Iteration 14Q: 3 clusters Score -1.614581e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -16146231.000000 Penalty: 5731.830078
	Iteration 15Q: 3 clusters Score -1.614623e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -16146440.000000 Penalty: 5731.830078
	Iteration 16Q: 3 clusters Score -1.614644e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -16146603.000000 Penalty: 5731.830078
	Iteration 17Q: 3 clusters Score -1.61466e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16146647.000000 Penalty: 5731.830078
	Iteration 18Q: 3 clusters Score -1.614665e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16146748.000000 Penalty: 5731.830078
	Iteration 19Q: 3 clusters Score -1.614675e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16146793.000000 Penalty: 5731.830078
	Iteration 20F: 3 clusters Score -1.614679e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16146859.000000 Penalty: 5731.830078
	Iteration 21Q: 3 clusters Score -1.614686e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16146826.000000 Penalty: 5731.830078
	Iteration 22Q: 3 clusters Score -1.614683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16146824.000000 Penalty: 5731.830078
	Iteration 23Q: 3 clusters Score -1.614682e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16146841.000000 Penalty: 5731.830078
	Iteration 24Q: 3 clusters Score -1.614684e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -16146830.000000 Penalty: 5731.830078
	Iteration 25Q: 3 clusters Score -1.614683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16146821.000000 Penalty: 5731.830078
	Iteration 26Q: 3 clusters Score -1.614682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16146850.000000 Penalty: 5731.830078
	Iteration 27Q: 3 clusters Score -1.614685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -16146858.000000 Penalty: 5731.830078
	Iteration 28Q: 3 clusters Score -1.614686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16146873.000000 Penalty: 5731.830078
	Iteration 29Q: 3 clusters Score -1.614687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16146876.000000 Penalty: 5731.830078
	Iteration 30Q: 3 clusters Score -1.614688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16146894.000000 Penalty: 5731.830078
	Iteration 31Q: 3 clusters Score -1.614689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16146878.000000 Penalty: 5731.830078
	Iteration 32Q: 3 clusters Score -1.614688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16146893.000000 Penalty: 5731.830078
	Iteration 33Q: 3 clusters Score -1.614689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16146906.000000 Penalty: 5731.830078
	Iteration 34Q: 3 clusters Score -1.614691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16146906.000000 Penalty: 5731.830078
	Iteration 35Q: 3 clusters Score -1.614691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16146909.000000 Penalty: 5731.830078
	Iteration 36Q: 3 clusters Score -1.614691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16146906.000000 Penalty: 5731.830078
	Iteration 37Q: 3 clusters Score -1.614691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16146906.000000 Penalty: 5731.830078
	Iteration 38F: 3 clusters Score -1.614691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24314.046875 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24314.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24499.306641 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24499.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24610.007812 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24610.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24679.634766 Penalty: 2732.656738
	Iteration 3F: 3 clusters Score -24679.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24713.160156 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24713.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24750.417969 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24750.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24766.994141 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24766.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24776.398438 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -24776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24776.398438 Penalty: 2732.656738
	Iteration 8F: 3 clusters Score -24776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1270333.500000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1263577.125000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1263577 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1265422.750000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1265423 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1265766.125000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1265766 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1266082.125000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1266082 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1266370.750000 Penalty: 4492.539551
	Iteration 4F: 3 clusters Score -1266371 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1266624.125000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1266624 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1266830.375000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1266830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1266997.125000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1266997 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1267134.500000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1267134 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1267253.500000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1267254 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1267378.250000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1267378 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1267498.875000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1267499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1267605.250000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1267605 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1267681.000000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1267681 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1267743.000000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1267743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1267798.000000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1267798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1267852.750000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1267853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1267891.500000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1267892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1267919.000000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1267919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1267940.875000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1267941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1267969.250000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1267969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1267982.375000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1267982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1267994.500000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1267994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1268007.250000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1268007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1268018.625000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1268019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1268023.750000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1268024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1268032.750000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1268033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1268047.875000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1268048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1268054.250000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1268054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1268058.875000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1268059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1268064.750000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1268065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1268069.500000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1268070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1268071.125000 Penalty: 4492.539551
	Iteration 32Q: 3 clusters Score -1268071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1268074.250000 Penalty: 4492.539551
	Iteration 33Q: 3 clusters Score -1268074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1268076.250000 Penalty: 4492.539551
	Iteration 34Q: 3 clusters Score -1268076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1268077.875000 Penalty: 4492.539551
	Iteration 35Q: 3 clusters Score -1268078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1268084.000000 Penalty: 4492.539551
	Iteration 36Q: 3 clusters Score -1268084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1268088.500000 Penalty: 4492.539551
	Iteration 37Q: 3 clusters Score -1268088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1268093.625000 Penalty: 4492.539551
	Iteration 38Q: 3 clusters Score -1268094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1268092.250000 Penalty: 4492.539551
	Iteration 39Q: 3 clusters Score -1268092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1268095.125000 Penalty: 4492.539551
	Iteration 40F: 3 clusters Score -1268095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1268096.125000 Penalty: 4492.539551
	Iteration 41Q: 3 clusters Score -1268096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1268095.625000 Penalty: 4492.539551
	Iteration 42Q: 3 clusters Score -1268096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1268095.500000 Penalty: 4492.539551
	Iteration 43Q: 3 clusters Score -1268096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1268095.500000 Penalty: 4492.539551
	Iteration 44F: 3 clusters Score -1268096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -1932640.625000 Penalty: 2340.335938
	Iteration 0F: 2 clusters Score -1932641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1923309.750000 Penalty: 4680.671875
	Iteration 0F: 3 clusters Score -1923310 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1926156.750000 Penalty: 4680.671875
	Iteration 1F: 3 clusters Score -1926157 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1926585.000000 Penalty: 4680.671875
	Iteration 2F: 3 clusters Score -1926585 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1926923.875000 Penalty: 4680.671875
	Iteration 3F: 3 clusters Score -1926924 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1927264.500000 Penalty: 4680.671875
	Iteration 4Q: 3 clusters Score -1927264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1927611.250000 Penalty: 4680.671875
	Iteration 5Q: 3 clusters Score -1927611 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1927956.500000 Penalty: 4680.671875
	Iteration 6Q: 3 clusters Score -1927956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1928276.250000 Penalty: 4680.671875
	Iteration 7Q: 3 clusters Score -1928276 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1928593.250000 Penalty: 4680.671875
	Iteration 8Q: 3 clusters Score -1928593 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1928918.500000 Penalty: 4680.671875
	Iteration 9Q: 3 clusters Score -1928918 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1929216.750000 Penalty: 4680.671875
	Iteration 10Q: 3 clusters Score -1929217 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1929458.375000 Penalty: 4680.671875
	Iteration 11Q: 3 clusters Score -1929458 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1929658.875000 Penalty: 4680.671875
	Iteration 12Q: 3 clusters Score -1929659 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1929822.375000 Penalty: 4680.671875
	Iteration 13Q: 3 clusters Score -1929822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1929906.750000 Penalty: 4680.671875
	Iteration 14Q: 3 clusters Score -1929907 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1929988.500000 Penalty: 4680.671875
	Iteration 15Q: 3 clusters Score -1929988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1930052.500000 Penalty: 4680.671875
	Iteration 16Q: 3 clusters Score -1930052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1930092.500000 Penalty: 4680.671875
	Iteration 17Q: 3 clusters Score -1930092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1930151.500000 Penalty: 4680.671875
	Iteration 18Q: 3 clusters Score -1930152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1930190.750000 Penalty: 4680.671875
	Iteration 19Q: 3 clusters Score -1930191 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1930243.125000 Penalty: 4680.671875
	Iteration 20F: 3 clusters Score -1930243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1930288.000000 Penalty: 4680.671875
	Iteration 21Q: 3 clusters Score -1930288 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1930329.125000 Penalty: 4680.671875
	Iteration 22Q: 3 clusters Score -1930329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1930382.000000 Penalty: 4680.671875
	Iteration 23Q: 3 clusters Score -1930382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1930421.375000 Penalty: 4680.671875
	Iteration 24Q: 3 clusters Score -1930421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1930454.500000 Penalty: 4680.671875
	Iteration 25Q: 3 clusters Score -1930454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1930487.375000 Penalty: 4680.671875
	Iteration 26Q: 3 clusters Score -1930487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1930512.750000 Penalty: 4680.671875
	Iteration 27Q: 3 clusters Score -1930513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1930532.500000 Penalty: 4680.671875
	Iteration 28Q: 3 clusters Score -1930532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1930546.875000 Penalty: 4680.671875
	Iteration 29Q: 3 clusters Score -1930547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1930568.375000 Penalty: 4680.671875
	Iteration 30Q: 3 clusters Score -1930568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1930581.250000 Penalty: 4680.671875
	Iteration 31Q: 3 clusters Score -1930581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1930604.625000 Penalty: 4680.671875
	Iteration 32Q: 3 clusters Score -1930605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1930625.000000 Penalty: 4680.671875
	Iteration 33Q: 3 clusters Score -1930625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1930635.500000 Penalty: 4680.671875
	Iteration 34Q: 3 clusters Score -1930636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1930656.875000 Penalty: 4680.671875
	Iteration 35Q: 3 clusters Score -1930657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1930673.750000 Penalty: 4680.671875
	Iteration 36Q: 3 clusters Score -1930674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1930683.500000 Penalty: 4680.671875
	Iteration 37Q: 3 clusters Score -1930684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1930687.500000 Penalty: 4680.671875
	Iteration 38Q: 3 clusters Score -1930688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1930698.125000 Penalty: 4680.671875
	Iteration 39Q: 3 clusters Score -1930698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1930703.500000 Penalty: 4680.671875
	Iteration 40F: 3 clusters Score -1930704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1930712.500000 Penalty: 4680.671875
	Iteration 41Q: 3 clusters Score -1930712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1930720.625000 Penalty: 4680.671875
	Iteration 42Q: 3 clusters Score -1930721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1930723.750000 Penalty: 4680.671875
	Iteration 43Q: 3 clusters Score -1930724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1930735.250000 Penalty: 4680.671875
	Iteration 44Q: 3 clusters Score -1930735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1930731.000000 Penalty: 4680.671875
	Iteration 45Q: 3 clusters Score -1930731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1930732.125000 Penalty: 4680.671875
	Iteration 46Q: 3 clusters Score -1930732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1930743.375000 Penalty: 4680.671875
	Iteration 47Q: 3 clusters Score -1930743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1930742.875000 Penalty: 4680.671875
	Iteration 48Q: 3 clusters Score -1930743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1930747.250000 Penalty: 4680.671875
	Iteration 49Q: 3 clusters Score -1930747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1930750.125000 Penalty: 4680.671875
	Iteration 50Q: 3 clusters Score -1930750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1930752.625000 Penalty: 4680.671875
	Iteration 51Q: 3 clusters Score -1930753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1930750.250000 Penalty: 4680.671875
	Iteration 52Q: 3 clusters Score -1930750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1930754.875000 Penalty: 4680.671875
	Iteration 53Q: 3 clusters Score -1930755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1930756.875000 Penalty: 4680.671875
	Iteration 54Q: 3 clusters Score -1930757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1930754.125000 Penalty: 4680.671875
	Iteration 55Q: 3 clusters Score -1930754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1930757.250000 Penalty: 4680.671875
	Iteration 56Q: 3 clusters Score -1930757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1930753.125000 Penalty: 4680.671875
	Iteration 57Q: 3 clusters Score -1930753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1930753.125000 Penalty: 4680.671875
	Iteration 58F: 3 clusters Score -1930753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 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 543 members 
Entering Unmasked Estep 
Score: -142724.921875 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142724.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143295.750000 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143295.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143590.359375 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143590.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143760.203125 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143760.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143894.609375 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143894.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144030.843750 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -144030.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -144184.140625 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -144184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144259.968750 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144340.187500 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144340.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144410.890625 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144479.265625 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144586.453125 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144586.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144678.078125 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144737.375000 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144743.484375 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144743.484375 Penalty: 3448.553467
	Iteration 15F: 3 clusters Score -144743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 525 members 
Entering Unmasked Estep 
Score: -137777280.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137779088.000000 to -137777280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100827 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37940 members 
Mstep: Class 12 contains 81476 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101582 members 
Mstep: Class 19 contains 104126 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 22 contains 104413 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 359Q: 26 clusters Score -1.377789e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54225 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100825 members 
Mstep: Class 9 contains 48166 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37939 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 40444 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 58242 members 
Mstep: Class 18 contains 101595 members 
Mstep: Class 19 contains 104106 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 22 contains 104418 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 360F: 26 clusters Score -1.377789e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54222 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100814 members 
Mstep: Class 9 contains 48170 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 81477 members 
Mstep: Class 13 contains 40444 members 
Mstep: Class 14 contains 69209 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 58239 members 
Mstep: Class 18 contains 101594 members 
Mstep: Class 19 contains 104104 members 
Mstep: Class 20 contains 38024 members 
Mstep: Class 22 contains 104423 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 361Q: 26 clusters Score -1.377789e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54222 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 100803 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 81477 members 
Mstep: Class 13 contains 40445 members 
Mstep: Class 14 contains 69213 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 101597 members 
Mstep: Class 19 contains 104092 members 
Mstep: Class 20 contains 38029 members 
Mstep: Class 22 contains 104438 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 362Q: 26 clusters Score -1.377789e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54218 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100799 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 81475 members 
Mstep: Class 13 contains 40444 members 
Mstep: Class 14 contains 69214 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58234 members 
Mstep: Class 18 contains 101610 members 
Mstep: Class 19 contains 104075 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 22 contains 104454 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 85112.554688
Iteration 363Q: 26 clusters Score -1.377792e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100794 members 
Mstep: Class 9 contains 48176 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 81467 members 
Mstep: Class 13 contains 40445 members 
Mstep: Class 14 contains 69208 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58233 members 
Mstep: Class 18 contains 101618 members 
Mstep: Class 19 contains 104069 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 364Q: 26 clusters Score -1.377791e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100796 members 
Mstep: Class 9 contains 48175 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 81470 members 
Mstep: Class 13 contains 40445 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 58233 members 
Mstep: Class 18 contains 101625 members 
Mstep: Class 19 contains 104073 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104451 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 365Q: 26 clusters Score -1.377791e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54220 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100782 members 
Mstep: Class 9 contains 48176 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37937 members 
Mstep: Class 12 contains 81467 members 
Mstep: Class 13 contains 40447 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58234 members 
Mstep: Class 18 contains 101637 members 
Mstep: Class 19 contains 104068 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104446 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 366Q: 26 clusters Score -1.37779e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54226 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100776 members 
Mstep: Class 9 contains 48179 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 81458 members 
Mstep: Class 13 contains 40447 members 
Mstep: Class 14 contains 69206 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58229 members 
Mstep: Class 18 contains 101654 members 
Mstep: Class 19 contains 104064 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104439 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 367Q: 26 clusters Score -1.37779e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54231 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100765 members 
Mstep: Class 9 contains 48181 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37937 members 
Mstep: Class 12 contains 81446 members 
Mstep: Class 13 contains 40446 members 
Mstep: Class 14 contains 69210 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58227 members 
Mstep: Class 18 contains 101657 members 
Mstep: Class 19 contains 104055 members 
Mstep: Class 20 contains 38041 members 
Mstep: Class 22 contains 104453 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 368Q: 26 clusters Score -1.37779e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54231 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100761 members 
Mstep: Class 9 contains 48188 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37937 members 
Mstep: Class 12 contains 81429 members 
Mstep: Class 13 contains 40447 members 
Mstep: Class 14 contains 69212 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 101646 members 
Mstep: Class 19 contains 104058 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 369Q: 26 clusters Score -1.37779e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 54234 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 100756 members 
Mstep: Class 9 contains 48197 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 81425 members 
Mstep: Class 13 contains 40448 members 
Mstep: Class 14 contains 69219 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 101643 members 
Mstep: Class 19 contains 104050 members 
Mstep: Class 20 contains 38039 members 
Mstep: Class 22 contains 104466 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 370Q: 26 clusters Score -1.377791e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54238 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100751 members 
Mstep: Class 9 contains 48206 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81418 members 
Mstep: Class 13 contains 40447 members 
Mstep: Class 14 contains 69219 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 101628 members 
Mstep: Class 19 contains 104039 members 
Mstep: Class 20 contains 38036 members 
Mstep: Class 22 contains 104494 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779184.000000 Penalty: 85112.554688
Iteration 371Q: 26 clusters Score -1.377792e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54238 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100741 members 
Mstep: Class 9 contains 48207 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81404 members 
Mstep: Class 13 contains 40448 members 
Mstep: Class 14 contains 69227 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 101626 members 
Mstep: Class 19 contains 104031 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 22 contains 104511 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779328.000000 Penalty: 85112.554688
Iteration 372Q: 26 clusters Score -1.377793e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54240 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100727 members 
Mstep: Class 9 contains 48220 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 81404 members 
Mstep: Class 13 contains 40450 members 
Mstep: Class 14 contains 69227 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58243 members 
Mstep: Class 18 contains 101621 members 
Mstep: Class 19 contains 104029 members 
Mstep: Class 20 contains 38040 members 
Mstep: Class 22 contains 104510 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 373Q: 26 clusters Score -1.377791e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54233 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100709 members 
Mstep: Class 9 contains 48236 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81400 members 
Mstep: Class 13 contains 40452 members 
Mstep: Class 14 contains 69231 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58244 members 
Mstep: Class 18 contains 101629 members 
Mstep: Class 19 contains 104046 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 22 contains 104496 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779120.000000 Penalty: 85112.554688
Iteration 374Q: 26 clusters Score -1.377791e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54236 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100701 members 
Mstep: Class 9 contains 48250 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81400 members 
Mstep: Class 13 contains 40453 members 
Mstep: Class 14 contains 69243 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58245 members 
Mstep: Class 18 contains 101612 members 
Mstep: Class 19 contains 104060 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104480 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 375Q: 26 clusters Score -1.377791e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54239 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100692 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81398 members 
Mstep: Class 13 contains 40454 members 
Mstep: Class 14 contains 69249 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58247 members 
Mstep: Class 18 contains 101611 members 
Mstep: Class 19 contains 104060 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 22 contains 104468 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 376Q: 26 clusters Score -1.377791e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54245 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100690 members 
Mstep: Class 9 contains 48266 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37935 members 
Mstep: Class 12 contains 81400 members 
Mstep: Class 13 contains 40455 members 
Mstep: Class 14 contains 69251 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58250 members 
Mstep: Class 18 contains 101608 members 
Mstep: Class 19 contains 104048 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104461 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 377Q: 26 clusters Score -1.377791e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54248 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100683 members 
Mstep: Class 9 contains 48274 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37932 members 
Mstep: Class 12 contains 81398 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69257 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58252 members 
Mstep: Class 18 contains 101607 members 
Mstep: Class 19 contains 104037 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104463 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 378Q: 26 clusters Score -1.377791e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54251 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100681 members 
Mstep: Class 9 contains 48289 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37931 members 
Mstep: Class 12 contains 81393 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69255 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58257 members 
Mstep: Class 18 contains 101605 members 
Mstep: Class 19 contains 104019 members 
Mstep: Class 20 contains 38033 members 
Mstep: Class 22 contains 104469 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 379Q: 26 clusters Score -1.377791e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54256 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100678 members 
Mstep: Class 9 contains 48293 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37931 members 
Mstep: Class 12 contains 81393 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69258 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58263 members 
Mstep: Class 18 contains 101598 members 
Mstep: Class 19 contains 103988 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104491 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 380F: 26 clusters Score -1.377791e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54259 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100676 members 
Mstep: Class 9 contains 48299 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81385 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69266 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 101586 members 
Mstep: Class 19 contains 103972 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104507 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 381Q: 26 clusters Score -1.377791e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54259 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100676 members 
Mstep: Class 9 contains 48311 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81373 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69270 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 101573 members 
Mstep: Class 19 contains 103968 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104512 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 382Q: 26 clusters Score -1.377789e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54258 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100682 members 
Mstep: Class 9 contains 48317 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81369 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69270 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 101566 members 
Mstep: Class 19 contains 103962 members 
Mstep: Class 20 contains 38041 members 
Mstep: Class 22 contains 104512 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 383Q: 26 clusters Score -1.37779e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54255 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100686 members 
Mstep: Class 9 contains 48326 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37929 members 
Mstep: Class 12 contains 81367 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69277 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 101552 members 
Mstep: Class 19 contains 103951 members 
Mstep: Class 20 contains 38042 members 
Mstep: Class 22 contains 104515 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 384Q: 26 clusters Score -1.37779e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54255 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100688 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81363 members 
Mstep: Class 13 contains 40459 members 
Mstep: Class 14 contains 69281 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 101552 members 
Mstep: Class 19 contains 103949 members 
Mstep: Class 20 contains 38042 members 
Mstep: Class 22 contains 104510 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12554 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 385Q: 26 clusters Score -1.377789e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54255 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100688 members 
Mstep: Class 9 contains 48333 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81366 members 
Mstep: Class 13 contains 40459 members 
Mstep: Class 14 contains 69286 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 101553 members 
Mstep: Class 19 contains 103938 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104517 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 386Q: 26 clusters Score -1.37779e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54258 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100685 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81362 members 
Mstep: Class 13 contains 40459 members 
Mstep: Class 14 contains 69292 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 101552 members 
Mstep: Class 19 contains 103940 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 22 contains 104521 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 387Q: 26 clusters Score -1.37779e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54259 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100687 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 81353 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69303 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 101540 members 
Mstep: Class 19 contains 103942 members 
Mstep: Class 20 contains 38041 members 
Mstep: Class 22 contains 104528 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 388Q: 26 clusters Score -1.377789e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54260 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100681 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37929 members 
Mstep: Class 12 contains 81349 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69306 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101538 members 
Mstep: Class 19 contains 103947 members 
Mstep: Class 20 contains 38047 members 
Mstep: Class 22 contains 104532 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 389Q: 26 clusters Score -1.37779e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54257 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100682 members 
Mstep: Class 9 contains 48324 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37929 members 
Mstep: Class 12 contains 81345 members 
Mstep: Class 13 contains 40456 members 
Mstep: Class 14 contains 69311 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 101535 members 
Mstep: Class 19 contains 103952 members 
Mstep: Class 20 contains 38050 members 
Mstep: Class 22 contains 104529 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778752.000000 Penalty: 85112.554688
Iteration 390Q: 26 clusters Score -1.377788e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54255 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100674 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37929 members 
Mstep: Class 12 contains 81350 members 
Mstep: Class 13 contains 40456 members 
Mstep: Class 14 contains 69320 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58270 members 
Mstep: Class 18 contains 101527 members 
Mstep: Class 19 contains 103947 members 
Mstep: Class 20 contains 38052 members 
Mstep: Class 22 contains 104539 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778864.000000 Penalty: 85112.554688
Iteration 391Q: 26 clusters Score -1.377789e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54257 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100668 members 
Mstep: Class 9 contains 48331 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37928 members 
Mstep: Class 12 contains 81355 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69322 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58267 members 
Mstep: Class 18 contains 101525 members 
Mstep: Class 19 contains 103945 members 
Mstep: Class 20 contains 38050 members 
Mstep: Class 22 contains 104542 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 392Q: 26 clusters Score -1.37779e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54253 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100659 members 
Mstep: Class 9 contains 48331 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37927 members 
Mstep: Class 12 contains 81355 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69332 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58268 members 
Mstep: Class 18 contains 101531 members 
Mstep: Class 19 contains 103951 members 
Mstep: Class 20 contains 38047 members 
Mstep: Class 22 contains 104538 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 393Q: 26 clusters Score -1.377791e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54249 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100653 members 
Mstep: Class 9 contains 48336 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37926 members 
Mstep: Class 12 contains 81348 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69342 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58264 members 
Mstep: Class 18 contains 101532 members 
Mstep: Class 19 contains 103957 members 
Mstep: Class 20 contains 38046 members 
Mstep: Class 22 contains 104539 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 85112.554688
Iteration 394Q: 26 clusters Score -1.377792e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54251 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100648 members 
Mstep: Class 9 contains 48337 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37926 members 
Mstep: Class 12 contains 81348 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69346 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58261 members 
Mstep: Class 18 contains 101524 members 
Mstep: Class 19 contains 103966 members 
Mstep: Class 20 contains 38047 members 
Mstep: Class 22 contains 104537 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779232.000000 Penalty: 85112.554688
Iteration 395Q: 26 clusters Score -1.377792e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 54254 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100638 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37927 members 
Mstep: Class 12 contains 81351 members 
Mstep: Class 13 contains 40458 members 
Mstep: Class 14 contains 69351 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58258 members 
Mstep: Class 18 contains 101520 members 
Mstep: Class 19 contains 103968 members 
Mstep: Class 20 contains 38048 members 
Mstep: Class 22 contains 104532 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 396Q: 26 clusters Score -1.37779e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54258 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100634 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37926 members 
Mstep: Class 12 contains 81351 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69351 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 101517 members 
Mstep: Class 19 contains 103980 members 
Mstep: Class 20 contains 38052 members 
Mstep: Class 22 contains 104517 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 397Q: 26 clusters Score -1.377789e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 54260 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100637 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37926 members 
Mstep: Class 12 contains 81351 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69351 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58257 members 
Mstep: Class 18 contains 101501 members 
Mstep: Class 19 contains 103986 members 
Mstep: Class 20 contains 38055 members 
Mstep: Class 22 contains 104509 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 398Q: 26 clusters Score -1.37779e+08 nChanged 135
Entering ConstructFrom: 
Score: -137779008.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -307997.906250 Penalty: 1884.029785
	Iteration 0F: 2 clusters Score -307997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -305373.625000 Penalty: 3768.059570
	Iteration 0F: 3 clusters Score -305373.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -305819.000000 Penalty: 3768.059570
	Iteration 1F: 3 clusters Score -305819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305953.718750 Penalty: 3768.059570
	Iteration 2F: 3 clusters Score -305953.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306015.562500 Penalty: 3768.059570
	Iteration 3Q: 3 clusters Score -306015.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -306056.593750 Penalty: 3768.059570
	Iteration 4Q: 3 clusters Score -306056.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -306080.093750 Penalty: 3768.059570
	Iteration 5Q: 3 clusters Score -306080.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -306088.625000 Penalty: 3768.059570
	Iteration 6Q: 3 clusters Score -306088.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -306096.468750 Penalty: 3768.059570
	Iteration 7Q: 3 clusters Score -306096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -306101.125000 Penalty: 3768.059570
	Iteration 8Q: 3 clusters Score -306101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306105.187500 Penalty: 3768.059570
	Iteration 9Q: 3 clusters Score -306105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306107.343750 Penalty: 3768.059570
	Iteration 10Q: 3 clusters Score -306107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306107.812500 Penalty: 3768.059570
	Iteration 11Q: 3 clusters Score -306107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306109.062500 Penalty: 3768.059570
	Iteration 12Q: 3 clusters Score -306109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306109.687500 Penalty: 3768.059570
	Iteration 13Q: 3 clusters Score -306109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306111.218750 Penalty: 3768.059570
	Iteration 14Q: 3 clusters Score -306111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306111.812500 Penalty: 3768.059570
	Iteration 15Q: 3 clusters Score -306111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306112.781250 Penalty: 3768.059570
	Iteration 16Q: 3 clusters Score -306112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -306113.906250 Penalty: 3768.059570
	Iteration 17Q: 3 clusters Score -306113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -306114.312500 Penalty: 3768.059570
	Iteration 18Q: 3 clusters Score -306114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -306115.312500 Penalty: 3768.059570
	Iteration 19Q: 3 clusters Score -306115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -306115.812500 Penalty: 3768.059570
	Iteration 20F: 3 clusters Score -306115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306117.187500 Penalty: 3768.059570
	Iteration 21Q: 3 clusters Score -306117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -306120.687500 Penalty: 3768.059570
	Iteration 22Q: 3 clusters Score -306120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -306121.812500 Penalty: 3768.059570
	Iteration 23Q: 3 clusters Score -306121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -306122.593750 Penalty: 3768.059570
	Iteration 24Q: 3 clusters Score -306122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -306123.562500 Penalty: 3768.059570
	Iteration 25Q: 3 clusters Score -306123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -306123.812500 Penalty: 3768.059570
	Iteration 26Q: 3 clusters Score -306123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306125.031250 Penalty: 3768.059570
	Iteration 27Q: 3 clusters Score -306125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306126.906250 Penalty: 3768.059570
	Iteration 28Q: 3 clusters Score -306126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -306126.875000 Penalty: 3768.059570
	Iteration 29Q: 3 clusters Score -306126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306127.375000 Penalty: 3768.059570
	Iteration 30Q: 3 clusters Score -306127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -306128.437500 Penalty: 3768.059570
	Iteration 31Q: 3 clusters Score -306128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -306129.156250 Penalty: 3768.059570
	Iteration 32Q: 3 clusters Score -306129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -306130.062500 Penalty: 3768.059570
	Iteration 33Q: 3 clusters Score -306130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -306130.062500 Penalty: 3768.059570
	Iteration 34F: 3 clusters Score -306130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40770.824219 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40770.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41171.964844 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41171.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41336.566406 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41336.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41397.570312 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41397.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41465.984375 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41465.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41601.566406 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41601.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41641.390625 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41641.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41653.382812 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41653.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41665.796875 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41665.796875 Penalty: 2905.534668
	Iteration 9F: 3 clusters Score -41665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1393514.500000 Penalty: 2281.120361
	Iteration 0F: 2 clusters Score -1393514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1386006.125000 Penalty: 4562.240723
	Iteration 0F: 3 clusters Score -1386006 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1388226.000000 Penalty: 4562.240723
	Iteration 1F: 3 clusters Score -1388226 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1388658.625000 Penalty: 4562.240723
	Iteration 2F: 3 clusters Score -1388659 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1389044.000000 Penalty: 4562.240723
	Iteration 3F: 3 clusters Score -1389044 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1389380.750000 Penalty: 4562.240723
	Iteration 4F: 3 clusters Score -1389381 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1389684.500000 Penalty: 4562.240723
	Iteration 5Q: 3 clusters Score -1389684 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1389999.500000 Penalty: 4562.240723
	Iteration 6Q: 3 clusters Score -1390000 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1390298.000000 Penalty: 4562.240723
	Iteration 7Q: 3 clusters Score -1390298 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1390597.125000 Penalty: 4562.240723
	Iteration 8Q: 3 clusters Score -1390597 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1390874.500000 Penalty: 4562.240723
	Iteration 9Q: 3 clusters Score -1390874 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1391156.250000 Penalty: 4562.240723
	Iteration 10Q: 3 clusters Score -1391156 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1391409.500000 Penalty: 4562.240723
	Iteration 11Q: 3 clusters Score -1391410 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1391606.125000 Penalty: 4562.240723
	Iteration 12Q: 3 clusters Score -1391606 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1391765.375000 Penalty: 4562.240723
	Iteration 13Q: 3 clusters Score -1391765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1391902.250000 Penalty: 4562.240723
	Iteration 14Q: 3 clusters Score -1391902 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1392006.000000 Penalty: 4562.240723
	Iteration 15Q: 3 clusters Score -1392006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1392102.875000 Penalty: 4562.240723
	Iteration 16Q: 3 clusters Score -1392103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1392188.750000 Penalty: 4562.240723
	Iteration 17Q: 3 clusters Score -1392189 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1392250.375000 Penalty: 4562.240723
	Iteration 18Q: 3 clusters Score -1392250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1392285.750000 Penalty: 4562.240723
	Iteration 19Q: 3 clusters Score -1392286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1392309.875000 Penalty: 4562.240723
	Iteration 20F: 3 clusters Score -1392310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1392324.000000 Penalty: 4562.240723
	Iteration 21Q: 3 clusters Score -1392324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1392334.000000 Penalty: 4562.240723
	Iteration 22Q: 3 clusters Score -1392334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1392342.000000 Penalty: 4562.240723
	Iteration 23Q: 3 clusters Score -1392342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1392349.125000 Penalty: 4562.240723
	Iteration 24Q: 3 clusters Score -1392349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1392361.500000 Penalty: 4562.240723
	Iteration 25Q: 3 clusters Score -1392362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1392373.625000 Penalty: 4562.240723
	Iteration 26Q: 3 clusters Score -1392374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1392384.000000 Penalty: 4562.240723
	Iteration 27Q: 3 clusters Score -1392384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1392393.375000 Penalty: 4562.240723
	Iteration 28Q: 3 clusters Score -1392393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1392394.125000 Penalty: 4562.240723
	Iteration 29Q: 3 clusters Score -1392394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1392396.500000 Penalty: 4562.240723
	Iteration 30Q: 3 clusters Score -1392396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1392403.625000 Penalty: 4562.240723
	Iteration 31Q: 3 clusters Score -1392404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1392406.375000 Penalty: 4562.240723
	Iteration 32Q: 3 clusters Score -1392406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1392409.500000 Penalty: 4562.240723
	Iteration 33Q: 3 clusters Score -1392410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1392409.750000 Penalty: 4562.240723
	Iteration 34Q: 3 clusters Score -1392410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1392411.750000 Penalty: 4562.240723
	Iteration 35Q: 3 clusters Score -1392412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1392411.750000 Penalty: 4562.240723
	Iteration 36Q: 3 clusters Score -1392412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1392413.500000 Penalty: 4562.240723
	Iteration 37Q: 3 clusters Score -1392414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1392416.250000 Penalty: 4562.240723
	Iteration 38Q: 3 clusters Score -1392416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1392416.875000 Penalty: 4562.240723
	Iteration 39Q: 3 clusters Score -1392417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1392421.125000 Penalty: 4562.240723
	Iteration 40F: 3 clusters Score -1392421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -825992.312500 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -825992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -821151.750000 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -821151.8 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -822340.375000 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -822340.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -822542.375000 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -822542.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -822684.937500 Penalty: 4281.535156
	Iteration 3F: 3 clusters Score -822684.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -822777.250000 Penalty: 4281.535156
	Iteration 4Q: 3 clusters Score -822777.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -822852.562500 Penalty: 4281.535156
	Iteration 5Q: 3 clusters Score -822852.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -822911.500000 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -822911.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -822961.625000 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -822961.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -823024.125000 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -823024.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -823105.625000 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -823105.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -823201.312500 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -823201.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -823309.875000 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -823309.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -823432.062500 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -823432.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -823584.437500 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -823584.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -823752.375000 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -823752.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -823921.562500 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -823921.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -824099.250000 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -824099.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -824243.187500 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -824243.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -824334.937500 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -824334.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -824389.500000 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -824389.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -824435.125000 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -824435.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -824461.000000 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -824461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -824490.000000 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -824490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -824514.500000 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -824514.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -824528.937500 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -824528.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -824534.062500 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -824534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -824543.562500 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -824543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -824548.500000 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -824548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -824550.812500 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -824550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -824552.625000 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -824552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -824554.000000 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -824554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -824555.812500 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -824555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -824555.062500 Penalty: 4281.535156
	Iteration 32Q: 3 clusters Score -824555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -824555.062500 Penalty: 4281.535156
	Iteration 33F: 3 clusters Score -824555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Entering Unmasked Estep 
Score: -8170589.500000 Penalty: 2703.596191
	Iteration 0F: 2 clusters Score -8170590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -8134133.000000 Penalty: 5407.192383
	Iteration 0F: 3 clusters Score -8134133 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8148133.500000 Penalty: 5407.192383
	Iteration 1F: 3 clusters Score -8148134 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8148738.000000 Penalty: 5407.192383
	Iteration 2Q: 3 clusters Score -8148738 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -8149435.500000 Penalty: 5407.192383
	Iteration 3Q: 3 clusters Score -8149436 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -8150268.000000 Penalty: 5407.192383
	Iteration 4Q: 3 clusters Score -8150268 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8151495.500000 Penalty: 5407.192383
	Iteration 5Q: 3 clusters Score -8151496 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8153553.500000 Penalty: 5407.192383
	Iteration 6F: 3 clusters Score -8153554 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -8156361.500000 Penalty: 5407.192383
	Iteration 7F: 3 clusters Score -8156362 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -8159873.500000 Penalty: 5407.192383
	Iteration 8F: 3 clusters Score -8159874 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8163281.000000 Penalty: 5407.192383
	Iteration 9F: 3 clusters Score -8163281 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8165843.000000 Penalty: 5407.192383
	Iteration 10Q: 3 clusters Score -8165843 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8167310.000000 Penalty: 5407.192383
	Iteration 11Q: 3 clusters Score -8167310 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8167936.000000 Penalty: 5407.192383
	Iteration 12Q: 3 clusters Score -8167936 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8168181.000000 Penalty: 5407.192383
	Iteration 13Q: 3 clusters Score -8168181 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8168282.500000 Penalty: 5407.192383
	Iteration 14Q: 3 clusters Score -8168282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8168336.000000 Penalty: 5407.192383
	Iteration 15Q: 3 clusters Score -8168336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8168349.500000 Penalty: 5407.192383
	Iteration 16Q: 3 clusters Score -8168350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8168364.500000 Penalty: 5407.192383
	Iteration 17Q: 3 clusters Score -8168364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8168378.500000 Penalty: 5407.192383
	Iteration 18Q: 3 clusters Score -8168378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8168389.500000 Penalty: 5407.192383
	Iteration 19Q: 3 clusters Score -8168390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8168396.500000 Penalty: 5407.192383
	Iteration 20F: 3 clusters Score -8168396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8168416.000000 Penalty: 5407.192383
	Iteration 21Q: 3 clusters Score -8168416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8168425.000000 Penalty: 5407.192383
	Iteration 22Q: 3 clusters Score -8168425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8168432.500000 Penalty: 5407.192383
	Iteration 23Q: 3 clusters Score -8168432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8168434.500000 Penalty: 5407.192383
	Iteration 24Q: 3 clusters Score -8168434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8168436.000000 Penalty: 5407.192383
	Iteration 25Q: 3 clusters Score -8168436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8168443.000000 Penalty: 5407.192383
	Iteration 26Q: 3 clusters Score -8168443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8168440.000000 Penalty: 5407.192383
	Iteration 27Q: 3 clusters Score -8168440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8168440.000000 Penalty: 5407.192383
	Iteration 28F: 3 clusters Score -8168440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111598.898438 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111598.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112281.500000 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112281.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113114.312500 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -113114.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113391.937500 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -113391.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -113566.117188 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -113566.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -113679.148438 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113679.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113747.898438 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113771.210938 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113780.492188 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113785.898438 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -113789.531250 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -113793.171875 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -113793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113797.132812 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -113797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113803.851562 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -113803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -113811.265625 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -113811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -113818.554688 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -113818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -113818.554688 Penalty: 3339.176514
	Iteration 16F: 3 clusters Score -113818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54263 members 
Mstep: Class 6 contains 154 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100640 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37924 members 
Mstep: Class 12 contains 81345 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69352 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 101484 members 
Mstep: Class 19 contains 103991 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 104515 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777616.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137779008.000000 to -137777616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -505591.000000 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -505591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -501747.593750 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -501747.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -502849.125000 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -502849.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -503327.156250 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -503327.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -503785.437500 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -503785.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -504230.437500 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -504230.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504525.656250 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -504525.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -504724.031250 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -504724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -504844.000000 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -504844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -504949.031250 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -504949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -505032.437500 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -505032.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -505113.062500 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -505113.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -505176.625000 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -505176.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -505246.125000 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -505246.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -505335.906250 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -505335.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -505428.718750 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -505428.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -505477.687500 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -505477.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -505513.687500 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -505513.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -505541.093750 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -505541.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -505556.343750 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -505556.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -505566.437500 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -505566.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -505573.187500 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -505573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -505575.343750 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -505575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -505578.218750 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -505578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -505579.625000 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -505579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -505581.781250 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -505581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -505583.562500 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -505583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -505584.218750 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -505584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -505584.125000 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -505584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -505584.500000 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -505584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -505586.062500 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -505586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -505587.468750 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -505587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -505587.562500 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -505587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -505587.562500 Penalty: 4098.868652
	Iteration 32F: 3 clusters Score -505587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Entering Unmasked Estep 
Score: -15600297.000000 Penalty: 2856.787598
	Iteration 0F: 2 clusters Score -1.56003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -15536768.000000 Penalty: 5713.575195
	Iteration 0F: 3 clusters Score -1.553677e+07 nChanged 47590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -15564129.000000 Penalty: 5713.575195
	Iteration 1F: 3 clusters Score -1.556413e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -15564956.000000 Penalty: 5713.575195
	Iteration 2Q: 3 clusters Score -1.556496e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -15566256.000000 Penalty: 5713.575195
	Iteration 3Q: 3 clusters Score -1.556626e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -15568143.000000 Penalty: 5713.575195
	Iteration 4Q: 3 clusters Score -1.556814e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -15571172.000000 Penalty: 5713.575195
	Iteration 5F: 3 clusters Score -1.557117e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -15575918.000000 Penalty: 5713.575195
	Iteration 6F: 3 clusters Score -1.557592e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -15582794.000000 Penalty: 5713.575195
	Iteration 7F: 3 clusters Score -1.558279e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -15589881.000000 Penalty: 5713.575195
	Iteration 8F: 3 clusters Score -1.558988e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -15594738.000000 Penalty: 5713.575195
	Iteration 9F: 3 clusters Score -1.559474e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97861 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -15596894.000000 Penalty: 5713.575195
	Iteration 10Q: 3 clusters Score -1.559689e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15597618.000000 Penalty: 5713.575195
	Iteration 11Q: 3 clusters Score -1.559762e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15597911.000000 Penalty: 5713.575195
	Iteration 12Q: 3 clusters Score -1.559791e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15597991.000000 Penalty: 5713.575195
	Iteration 13Q: 3 clusters Score -1.559799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15598024.000000 Penalty: 5713.575195
	Iteration 14Q: 3 clusters Score -1.559802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -15598032.000000 Penalty: 5713.575195
	Iteration 15Q: 3 clusters Score -1.559803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -15598043.000000 Penalty: 5713.575195
	Iteration 16Q: 3 clusters Score -1.559804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15598071.000000 Penalty: 5713.575195
	Iteration 17Q: 3 clusters Score -1.559807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15598076.000000 Penalty: 5713.575195
	Iteration 18Q: 3 clusters Score -1.559808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15598079.000000 Penalty: 5713.575195
	Iteration 19Q: 3 clusters Score -1.559808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15598090.000000 Penalty: 5713.575195
	Iteration 20F: 3 clusters Score -1.559809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15598082.000000 Penalty: 5713.575195
	Iteration 21Q: 3 clusters Score -1.559808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15598082.000000 Penalty: 5713.575195
	Iteration 22Q: 3 clusters Score -1.559808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15598089.000000 Penalty: 5713.575195
	Iteration 23Q: 3 clusters Score -1.559809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15598090.000000 Penalty: 5713.575195
	Iteration 24Q: 3 clusters Score -1.559809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15598083.000000 Penalty: 5713.575195
	Iteration 25Q: 3 clusters Score -1.559808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15598087.000000 Penalty: 5713.575195
	Iteration 26Q: 3 clusters Score -1.559809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15598087.000000 Penalty: 5713.575195
	Iteration 27F: 3 clusters Score -1.559809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Entering Unmasked Estep 
Score: -7456047.500000 Penalty: 2675.070312
	Iteration 0F: 2 clusters Score -7456048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7423371.000000 Penalty: 5350.140625
	Iteration 0F: 3 clusters Score -7423371 nChanged 22258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7435494.500000 Penalty: 5350.140625
	Iteration 1F: 3 clusters Score -7435494 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -7436190.000000 Penalty: 5350.140625
	Iteration 2Q: 3 clusters Score -7436190 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -7437114.500000 Penalty: 5350.140625
	Iteration 3Q: 3 clusters Score -7437114 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -7438561.000000 Penalty: 5350.140625
	Iteration 4F: 3 clusters Score -7438561 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -7440944.500000 Penalty: 5350.140625
	Iteration 5F: 3 clusters Score -7440944 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7444369.500000 Penalty: 5350.140625
	Iteration 6F: 3 clusters Score -7444370 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7448411.500000 Penalty: 5350.140625
	Iteration 7F: 3 clusters Score -7448412 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7451413.000000 Penalty: 5350.140625
	Iteration 8F: 3 clusters Score -7451413 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7452843.500000 Penalty: 5350.140625
	Iteration 9Q: 3 clusters Score -7452844 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7453354.500000 Penalty: 5350.140625
	Iteration 10Q: 3 clusters Score -7453354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7453552.500000 Penalty: 5350.140625
	Iteration 11Q: 3 clusters Score -7453552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7453643.000000 Penalty: 5350.140625
	Iteration 12Q: 3 clusters Score -7453643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7453698.500000 Penalty: 5350.140625
	Iteration 13Q: 3 clusters Score -7453698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7453727.000000 Penalty: 5350.140625
	Iteration 14Q: 3 clusters Score -7453727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7453732.500000 Penalty: 5350.140625
	Iteration 15Q: 3 clusters Score -7453732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7453739.000000 Penalty: 5350.140625
	Iteration 16Q: 3 clusters Score -7453739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7453744.000000 Penalty: 5350.140625
	Iteration 17Q: 3 clusters Score -7453744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7453746.500000 Penalty: 5350.140625
	Iteration 18Q: 3 clusters Score -7453746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7453757.500000 Penalty: 5350.140625
	Iteration 19Q: 3 clusters Score -7453758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7453757.500000 Penalty: 5350.140625
	Iteration 20F: 3 clusters Score -7453758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83933.570312 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83933.57 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84537.437500 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84537.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84908.992188 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -84908.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85263.085938 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85263.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85467.781250 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -85467.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85523.015625 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85523.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85623.875000 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85623.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85671.257812 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85671.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85699.382812 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -85699.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85703.117188 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -85703.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85703.117188 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -85703.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54263 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100640 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 37924 members 
Mstep: Class 12 contains 81345 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69352 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 101484 members 
Mstep: Class 19 contains 103991 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 104515 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777584.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137779008.000000 to -137777584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (37924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Entering Unmasked Estep 
Score: -5718154.500000 Penalty: 2614.748291
	Iteration 0F: 2 clusters Score -5718154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5692553.000000 Penalty: 5229.496582
	Iteration 0F: 3 clusters Score -5692553 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -5702018.500000 Penalty: 5229.496582
	Iteration 1F: 3 clusters Score -5702018 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5702545.500000 Penalty: 5229.496582
	Iteration 2Q: 3 clusters Score -5702546 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5703094.000000 Penalty: 5229.496582
	Iteration 3Q: 3 clusters Score -5703094 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5703734.500000 Penalty: 5229.496582
	Iteration 4Q: 3 clusters Score -5703734 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5704748.000000 Penalty: 5229.496582
	Iteration 5F: 3 clusters Score -5704748 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5706327.000000 Penalty: 5229.496582
	Iteration 6F: 3 clusters Score -5706327 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5708549.000000 Penalty: 5229.496582
	Iteration 7F: 3 clusters Score -5708549 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -5711091.500000 Penalty: 5229.496582
	Iteration 8F: 3 clusters Score -5711092 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5713223.500000 Penalty: 5229.496582
	Iteration 9F: 3 clusters Score -5713224 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5714642.500000 Penalty: 5229.496582
	Iteration 10Q: 3 clusters Score -5714642 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5715296.500000 Penalty: 5229.496582
	Iteration 11Q: 3 clusters Score -5715296 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5715567.500000 Penalty: 5229.496582
	Iteration 12Q: 3 clusters Score -5715568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5715685.000000 Penalty: 5229.496582
	Iteration 13Q: 3 clusters Score -5715685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -5715747.500000 Penalty: 5229.496582
	Iteration 14Q: 3 clusters Score -5715748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -5715794.000000 Penalty: 5229.496582
	Iteration 15Q: 3 clusters Score -5715794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5715821.500000 Penalty: 5229.496582
	Iteration 16Q: 3 clusters Score -5715822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5715842.500000 Penalty: 5229.496582
	Iteration 17Q: 3 clusters Score -5715842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5715848.500000 Penalty: 5229.496582
	Iteration 18Q: 3 clusters Score -5715848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5715849.000000 Penalty: 5229.496582
	Iteration 19Q: 3 clusters Score -5715849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5715849.000000 Penalty: 5229.496582
	Iteration 20F: 3 clusters Score -5715849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Entering Unmasked Estep 
Score: -12555905.000000 Penalty: 2804.000732
	Iteration 0F: 2 clusters Score -1.25559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -12501777.000000 Penalty: 5608.001465
	Iteration 0F: 3 clusters Score -1.250178e+07 nChanged 38257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -12523370.000000 Penalty: 5608.001465
	Iteration 1F: 3 clusters Score -1.252337e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -12524031.000000 Penalty: 5608.001465
	Iteration 2Q: 3 clusters Score -1.252403e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -12524664.000000 Penalty: 5608.001465
	Iteration 3Q: 3 clusters Score -1.252466e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -12525456.000000 Penalty: 5608.001465
	Iteration 4Q: 3 clusters Score -1.252546e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -12526259.000000 Penalty: 5608.001465
	Iteration 5Q: 3 clusters Score -1.252626e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -12527268.000000 Penalty: 5608.001465
	Iteration 6Q: 3 clusters Score -1.252727e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -12528562.000000 Penalty: 5608.001465
	Iteration 7Q: 3 clusters Score -1.252856e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -12530344.000000 Penalty: 5608.001465
	Iteration 8Q: 3 clusters Score -1.253034e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -12532715.000000 Penalty: 5608.001465
	Iteration 9F: 3 clusters Score -1.253272e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -12535699.000000 Penalty: 5608.001465
	Iteration 10F: 3 clusters Score -1.25357e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -12539201.000000 Penalty: 5608.001465
	Iteration 11F: 3 clusters Score -1.25392e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -12542443.000000 Penalty: 5608.001465
	Iteration 12F: 3 clusters Score -1.254244e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -12544859.000000 Penalty: 5608.001465
	Iteration 13Q: 3 clusters Score -1.254486e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -12546471.000000 Penalty: 5608.001465
	Iteration 14Q: 3 clusters Score -1.254647e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -12547745.000000 Penalty: 5608.001465
	Iteration 15Q: 3 clusters Score -1.254774e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -12548780.000000 Penalty: 5608.001465
	Iteration 16Q: 3 clusters Score -1.254878e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -12549744.000000 Penalty: 5608.001465
	Iteration 17Q: 3 clusters Score -1.254974e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -12550484.000000 Penalty: 5608.001465
	Iteration 18Q: 3 clusters Score -1.255048e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -12551190.000000 Penalty: 5608.001465
	Iteration 19Q: 3 clusters Score -1.255119e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -12551780.000000 Penalty: 5608.001465
	Iteration 20F: 3 clusters Score -1.255178e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -12552328.000000 Penalty: 5608.001465
	Iteration 21Q: 3 clusters Score -1.255233e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -12552799.000000 Penalty: 5608.001465
	Iteration 22Q: 3 clusters Score -1.25528e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -12553145.000000 Penalty: 5608.001465
	Iteration 23Q: 3 clusters Score -1.255314e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -12553445.000000 Penalty: 5608.001465
	Iteration 24Q: 3 clusters Score -1.255344e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -12553649.000000 Penalty: 5608.001465
	Iteration 25Q: 3 clusters Score -1.255365e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -12553800.000000 Penalty: 5608.001465
	Iteration 26Q: 3 clusters Score -1.25538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -12553887.000000 Penalty: 5608.001465
	Iteration 27Q: 3 clusters Score -1.255389e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12553934.000000 Penalty: 5608.001465
	Iteration 28Q: 3 clusters Score -1.255393e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12553993.000000 Penalty: 5608.001465
	Iteration 29Q: 3 clusters Score -1.255399e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12554029.000000 Penalty: 5608.001465
	Iteration 30Q: 3 clusters Score -1.255403e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12554045.000000 Penalty: 5608.001465
	Iteration 31Q: 3 clusters Score -1.255404e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12554073.000000 Penalty: 5608.001465
	Iteration 32Q: 3 clusters Score -1.255407e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12554089.000000 Penalty: 5608.001465
	Iteration 33Q: 3 clusters Score -1.255409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12554110.000000 Penalty: 5608.001465
	Iteration 34Q: 3 clusters Score -1.255411e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12554140.000000 Penalty: 5608.001465
	Iteration 35Q: 3 clusters Score -1.255414e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12554155.000000 Penalty: 5608.001465
	Iteration 36Q: 3 clusters Score -1.255416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12554159.000000 Penalty: 5608.001465
	Iteration 37Q: 3 clusters Score -1.255416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12554179.000000 Penalty: 5608.001465
	Iteration 38Q: 3 clusters Score -1.255418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12554180.000000 Penalty: 5608.001465
	Iteration 39Q: 3 clusters Score -1.255418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12554205.000000 Penalty: 5608.001465
	Iteration 40F: 3 clusters Score -1.25542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12554211.000000 Penalty: 5608.001465
	Iteration 41Q: 3 clusters Score -1.255421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12554202.000000 Penalty: 5608.001465
	Iteration 42Q: 3 clusters Score -1.25542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12554218.000000 Penalty: 5608.001465
	Iteration 43Q: 3 clusters Score -1.255422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12554223.000000 Penalty: 5608.001465
	Iteration 44Q: 3 clusters Score -1.255422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12554211.000000 Penalty: 5608.001465
	Iteration 45Q: 3 clusters Score -1.255421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12554202.000000 Penalty: 5608.001465
	Iteration 46Q: 3 clusters Score -1.25542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12554200.000000 Penalty: 5608.001465
	Iteration 47Q: 3 clusters Score -1.25542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12554201.000000 Penalty: 5608.001465
	Iteration 48Q: 3 clusters Score -1.25542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12554204.000000 Penalty: 5608.001465
	Iteration 49Q: 3 clusters Score -1.25542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12554205.000000 Penalty: 5608.001465
	Iteration 50Q: 3 clusters Score -1.25542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12554209.000000 Penalty: 5608.001465
	Iteration 51Q: 3 clusters Score -1.255421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12554217.000000 Penalty: 5608.001465
	Iteration 52Q: 3 clusters Score -1.255422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12554225.000000 Penalty: 5608.001465
	Iteration 53Q: 3 clusters Score -1.255422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12554234.000000 Penalty: 5608.001465
	Iteration 54Q: 3 clusters Score -1.255423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12554243.000000 Penalty: 5608.001465
	Iteration 55Q: 3 clusters Score -1.255424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12554242.000000 Penalty: 5608.001465
	Iteration 56Q: 3 clusters Score -1.255424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12554239.000000 Penalty: 5608.001465
	Iteration 57Q: 3 clusters Score -1.255424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12554244.000000 Penalty: 5608.001465
	Iteration 58Q: 3 clusters Score -1.255424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12554248.000000 Penalty: 5608.001465
	Iteration 59Q: 3 clusters Score -1.255425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12554244.000000 Penalty: 5608.001465
	Iteration 60F: 3 clusters Score -1.255424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12554244.000000 Penalty: 5608.001465
	Iteration 61Q: 3 clusters Score -1.255424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12554245.000000 Penalty: 5608.001465
	Iteration 62Q: 3 clusters Score -1.255424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12554253.000000 Penalty: 5608.001465
	Iteration 63Q: 3 clusters Score -1.255425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12554253.000000 Penalty: 5608.001465
	Iteration 64Q: 3 clusters Score -1.255425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12554253.000000 Penalty: 5608.001465
	Iteration 65Q: 3 clusters Score -1.255425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12554257.000000 Penalty: 5608.001465
	Iteration 66Q: 3 clusters Score -1.255426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12554257.000000 Penalty: 5608.001465
	Iteration 67F: 3 clusters Score -1.255426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Entering Unmasked Estep 
Score: -6091705.500000 Penalty: 2630.782715
	Iteration 0F: 2 clusters Score -6091706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -6064452.500000 Penalty: 5261.565430
	Iteration 0F: 3 clusters Score -6064452 nChanged 18418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6074777.000000 Penalty: 5261.565430
	Iteration 1F: 3 clusters Score -6074777 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6075401.500000 Penalty: 5261.565430
	Iteration 2Q: 3 clusters Score -6075402 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -6076123.000000 Penalty: 5261.565430
	Iteration 3Q: 3 clusters Score -6076123 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6077122.500000 Penalty: 5261.565430
	Iteration 4Q: 3 clusters Score -6077122 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6078393.500000 Penalty: 5261.565430
	Iteration 5F: 3 clusters Score -6078394 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6080052.500000 Penalty: 5261.565430
	Iteration 6F: 3 clusters Score -6080052 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -6082134.500000 Penalty: 5261.565430
	Iteration 7F: 3 clusters Score -6082134 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -6084495.000000 Penalty: 5261.565430
	Iteration 8F: 3 clusters Score -6084495 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -6086902.000000 Penalty: 5261.565430
	Iteration 9F: 3 clusters Score -6086902 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6088819.500000 Penalty: 5261.565430
	Iteration 10Q: 3 clusters Score -6088820 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6089665.000000 Penalty: 5261.565430
	Iteration 11Q: 3 clusters Score -6089665 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -6090042.000000 Penalty: 5261.565430
	Iteration 12Q: 3 clusters Score -6090042 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6090297.500000 Penalty: 5261.565430
	Iteration 13Q: 3 clusters Score -6090298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -6090459.000000 Penalty: 5261.565430
	Iteration 14Q: 3 clusters Score -6090459 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -6090561.000000 Penalty: 5261.565430
	Iteration 15Q: 3 clusters Score -6090561 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6090647.500000 Penalty: 5261.565430
	Iteration 16Q: 3 clusters Score -6090648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -6090686.500000 Penalty: 5261.565430
	Iteration 17Q: 3 clusters Score -6090686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6090745.000000 Penalty: 5261.565430
	Iteration 18Q: 3 clusters Score -6090745 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -6090758.500000 Penalty: 5261.565430
	Iteration 19Q: 3 clusters Score -6090758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -6090794.500000 Penalty: 5261.565430
	Iteration 20F: 3 clusters Score -6090794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -6090819.000000 Penalty: 5261.565430
	Iteration 21Q: 3 clusters Score -6090819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6090839.000000 Penalty: 5261.565430
	Iteration 22Q: 3 clusters Score -6090839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -6090855.500000 Penalty: 5261.565430
	Iteration 23Q: 3 clusters Score -6090856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -6090858.500000 Penalty: 5261.565430
	Iteration 24Q: 3 clusters Score -6090858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -6090878.000000 Penalty: 5261.565430
	Iteration 25Q: 3 clusters Score -6090878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6090884.500000 Penalty: 5261.565430
	Iteration 26Q: 3 clusters Score -6090884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -6090900.000000 Penalty: 5261.565430
	Iteration 27Q: 3 clusters Score -6090900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -6090912.500000 Penalty: 5261.565430
	Iteration 28Q: 3 clusters Score -6090912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -6090930.500000 Penalty: 5261.565430
	Iteration 29Q: 3 clusters Score -6090930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -6090938.500000 Penalty: 5261.565430
	Iteration 30Q: 3 clusters Score -6090938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -6090938.000000 Penalty: 5261.565430
	Iteration 31Q: 3 clusters Score -6090938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -6090945.000000 Penalty: 5261.565430
	Iteration 32Q: 3 clusters Score -6090945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -6090949.500000 Penalty: 5261.565430
	Iteration 33Q: 3 clusters Score -6090950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6090954.500000 Penalty: 5261.565430
	Iteration 34Q: 3 clusters Score -6090954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -6090952.500000 Penalty: 5261.565430
	Iteration 35Q: 3 clusters Score -6090952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -6090962.000000 Penalty: 5261.565430
	Iteration 36Q: 3 clusters Score -6090962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -6090956.000000 Penalty: 5261.565430
	Iteration 37Q: 3 clusters Score -6090956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6090967.000000 Penalty: 5261.565430
	Iteration 38Q: 3 clusters Score -6090967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6090976.500000 Penalty: 5261.565430
	Iteration 39Q: 3 clusters Score -6090976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6090965.000000 Penalty: 5261.565430
	Iteration 40F: 3 clusters Score -6090965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -6090968.000000 Penalty: 5261.565430
	Iteration 41Q: 3 clusters Score -6090968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6090965.000000 Penalty: 5261.565430
	Iteration 42Q: 3 clusters Score -6090965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -6090961.000000 Penalty: 5261.565430
	Iteration 43Q: 3 clusters Score -6090961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -6090964.000000 Penalty: 5261.565430
	Iteration 44Q: 3 clusters Score -6090964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6090974.000000 Penalty: 5261.565430
	Iteration 45Q: 3 clusters Score -6090974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -6090978.500000 Penalty: 5261.565430
	Iteration 46Q: 3 clusters Score -6090978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6090983.500000 Penalty: 5261.565430
	Iteration 47Q: 3 clusters Score -6090984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6090994.500000 Penalty: 5261.565430
	Iteration 48Q: 3 clusters Score -6090994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -6091004.500000 Penalty: 5261.565430
	Iteration 49Q: 3 clusters Score -6091004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -6091008.000000 Penalty: 5261.565430
	Iteration 50Q: 3 clusters Score -6091008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6091011.000000 Penalty: 5261.565430
	Iteration 51Q: 3 clusters Score -6091011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -6091010.500000 Penalty: 5261.565430
	Iteration 52Q: 3 clusters Score -6091010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -6091017.500000 Penalty: 5261.565430
	Iteration 53Q: 3 clusters Score -6091018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -6091012.000000 Penalty: 5261.565430
	Iteration 54Q: 3 clusters Score -6091012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -6091004.000000 Penalty: 5261.565430
	Iteration 55Q: 3 clusters Score -6091004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -6091004.500000 Penalty: 5261.565430
	Iteration 56Q: 3 clusters Score -6091004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -6090997.500000 Penalty: 5261.565430
	Iteration 57Q: 3 clusters Score -6090998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -6091007.500000 Penalty: 5261.565430
	Iteration 58Q: 3 clusters Score -6091008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -6091014.000000 Penalty: 5261.565430
	Iteration 59Q: 3 clusters Score -6091014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -6091012.500000 Penalty: 5261.565430
	Iteration 60F: 3 clusters Score -6091012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6091013.000000 Penalty: 5261.565430
	Iteration 61Q: 3 clusters Score -6091013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -6091022.000000 Penalty: 5261.565430
	Iteration 62Q: 3 clusters Score -6091022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -6091018.000000 Penalty: 5261.565430
	Iteration 63Q: 3 clusters Score -6091018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -6091027.500000 Penalty: 5261.565430
	Iteration 64Q: 3 clusters Score -6091028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -6091016.500000 Penalty: 5261.565430
	Iteration 65Q: 3 clusters Score -6091016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -6091024.000000 Penalty: 5261.565430
	Iteration 66Q: 3 clusters Score -6091024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -6091037.000000 Penalty: 5261.565430
	Iteration 67Q: 3 clusters Score -6091037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -6091031.500000 Penalty: 5261.565430
	Iteration 68Q: 3 clusters Score -6091032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -6091037.000000 Penalty: 5261.565430
	Iteration 69Q: 3 clusters Score -6091037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6091040.500000 Penalty: 5261.565430
	Iteration 70Q: 3 clusters Score -6091040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6091049.500000 Penalty: 5261.565430
	Iteration 71Q: 3 clusters Score -6091050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -6091052.500000 Penalty: 5261.565430
	Iteration 72Q: 3 clusters Score -6091052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -6091054.000000 Penalty: 5261.565430
	Iteration 73Q: 3 clusters Score -6091054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6091057.000000 Penalty: 5261.565430
	Iteration 74Q: 3 clusters Score -6091057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6091057.000000 Penalty: 5261.565430
	Iteration 75F: 3 clusters Score -6091057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Entering Unmasked Estep 
Score: -10657810.000000 Penalty: 2764.443848
	Iteration 0F: 2 clusters Score -1.065781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -10611619.000000 Penalty: 5528.887695
	Iteration 0F: 3 clusters Score -1.061162e+07 nChanged 32393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -10629820.000000 Penalty: 5528.887695
	Iteration 1F: 3 clusters Score -1.062982e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -10630719.000000 Penalty: 5528.887695
	Iteration 2Q: 3 clusters Score -1.063072e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -10632035.000000 Penalty: 5528.887695
	Iteration 3Q: 3 clusters Score -1.063204e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -10634000.000000 Penalty: 5528.887695
	Iteration 4F: 3 clusters Score -1.0634e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -10636849.000000 Penalty: 5528.887695
	Iteration 5F: 3 clusters Score -1.063685e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -10640821.000000 Penalty: 5528.887695
	Iteration 6F: 3 clusters Score -1.064082e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -10645272.000000 Penalty: 5528.887695
	Iteration 7F: 3 clusters Score -1.064527e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -10648956.000000 Penalty: 5528.887695
	Iteration 8F: 3 clusters Score -1.064896e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -10651603.000000 Penalty: 5528.887695
	Iteration 9Q: 3 clusters Score -1.06516e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -10653157.000000 Penalty: 5528.887695
	Iteration 10Q: 3 clusters Score -1.065316e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -10653999.000000 Penalty: 5528.887695
	Iteration 11Q: 3 clusters Score -1.0654e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -10654490.000000 Penalty: 5528.887695
	Iteration 12Q: 3 clusters Score -1.065449e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -10654757.000000 Penalty: 5528.887695
	Iteration 13Q: 3 clusters Score -1.065476e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -10654950.000000 Penalty: 5528.887695
	Iteration 14Q: 3 clusters Score -1.065495e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -10655040.000000 Penalty: 5528.887695
	Iteration 15Q: 3 clusters Score -1.065504e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -10655140.000000 Penalty: 5528.887695
	Iteration 16Q: 3 clusters Score -1.065514e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -10655229.000000 Penalty: 5528.887695
	Iteration 17Q: 3 clusters Score -1.065523e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -10655290.000000 Penalty: 5528.887695
	Iteration 18Q: 3 clusters Score -1.065529e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -10655355.000000 Penalty: 5528.887695
	Iteration 19Q: 3 clusters Score -1.065536e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -10655371.000000 Penalty: 5528.887695
	Iteration 20F: 3 clusters Score -1.065537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -10655400.000000 Penalty: 5528.887695
	Iteration 21Q: 3 clusters Score -1.06554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -10655437.000000 Penalty: 5528.887695
	Iteration 22Q: 3 clusters Score -1.065544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -10655438.000000 Penalty: 5528.887695
	Iteration 23Q: 3 clusters Score -1.065544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -10655452.000000 Penalty: 5528.887695
	Iteration 24Q: 3 clusters Score -1.065545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -10655455.000000 Penalty: 5528.887695
	Iteration 25Q: 3 clusters Score -1.065546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -10655471.000000 Penalty: 5528.887695
	Iteration 26Q: 3 clusters Score -1.065547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -10655470.000000 Penalty: 5528.887695
	Iteration 27Q: 3 clusters Score -1.065547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -10655477.000000 Penalty: 5528.887695
	Iteration 28Q: 3 clusters Score -1.065548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -10655499.000000 Penalty: 5528.887695
	Iteration 29Q: 3 clusters Score -1.06555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -10655495.000000 Penalty: 5528.887695
	Iteration 30Q: 3 clusters Score -1.06555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -10655499.000000 Penalty: 5528.887695
	Iteration 31Q: 3 clusters Score -1.06555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -10655507.000000 Penalty: 5528.887695
	Iteration 32Q: 3 clusters Score -1.065551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -10655517.000000 Penalty: 5528.887695
	Iteration 33Q: 3 clusters Score -1.065552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -10655511.000000 Penalty: 5528.887695
	Iteration 34Q: 3 clusters Score -1.065551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -10655516.000000 Penalty: 5528.887695
	Iteration 35Q: 3 clusters Score -1.065552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -10655518.000000 Penalty: 5528.887695
	Iteration 36Q: 3 clusters Score -1.065552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -10655522.000000 Penalty: 5528.887695
	Iteration 37Q: 3 clusters Score -1.065552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -10655519.000000 Penalty: 5528.887695
	Iteration 38Q: 3 clusters Score -1.065552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -10655513.000000 Penalty: 5528.887695
	Iteration 39Q: 3 clusters Score -1.065551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -10655524.000000 Penalty: 5528.887695
	Iteration 40F: 3 clusters Score -1.065552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -10655525.000000 Penalty: 5528.887695
	Iteration 41Q: 3 clusters Score -1.065552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -10655520.000000 Penalty: 5528.887695
	Iteration 42Q: 3 clusters Score -1.065552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -10655526.000000 Penalty: 5528.887695
	Iteration 43Q: 3 clusters Score -1.065553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -10655528.000000 Penalty: 5528.887695
	Iteration 44Q: 3 clusters Score -1.065553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -10655527.000000 Penalty: 5528.887695
	Iteration 45Q: 3 clusters Score -1.065553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -10655522.000000 Penalty: 5528.887695
	Iteration 46Q: 3 clusters Score -1.065552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -10655530.000000 Penalty: 5528.887695
	Iteration 47Q: 3 clusters Score -1.065553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -10655528.000000 Penalty: 5528.887695
	Iteration 48Q: 3 clusters Score -1.065553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -10655530.000000 Penalty: 5528.887695
	Iteration 49Q: 3 clusters Score -1.065553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -10655534.000000 Penalty: 5528.887695
	Iteration 50Q: 3 clusters Score -1.065553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -10655539.000000 Penalty: 5528.887695
	Iteration 51Q: 3 clusters Score -1.065554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -10655550.000000 Penalty: 5528.887695
	Iteration 52Q: 3 clusters Score -1.065555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -10655543.000000 Penalty: 5528.887695
	Iteration 53Q: 3 clusters Score -1.065554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -10655543.000000 Penalty: 5528.887695
	Iteration 54F: 3 clusters Score -1.065554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -853538.250000 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -853538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -848527.687500 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -848527.7 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -849925.875000 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -849925.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -850438.562500 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -850438.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -851021.250000 Penalty: 4298.913086
	Iteration 3F: 3 clusters Score -851021.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -851571.062500 Penalty: 4298.913086
	Iteration 4F: 3 clusters Score -851571.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -851961.187500 Penalty: 4298.913086
	Iteration 5F: 3 clusters Score -851961.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -852221.937500 Penalty: 4298.913086
	Iteration 6F: 3 clusters Score -852221.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -852386.375000 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -852386.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -852483.812500 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -852483.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -852549.687500 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -852549.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -852596.937500 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -852596.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -852641.000000 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -852641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -852670.687500 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -852670.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -852695.750000 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -852695.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -852710.687500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -852710.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -852717.187500 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -852717.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -852724.375000 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -852724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -852727.875000 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -852727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -852731.250000 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -852731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -852732.750000 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -852732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -852733.750000 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -852733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -852735.312500 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -852735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -852735.437500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -852735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -852736.375000 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -852736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -852736.375000 Penalty: 4298.913086
	Iteration 24F: 3 clusters Score -852736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Entering Unmasked Estep 
Score: -3704759.750000 Penalty: 2520.338379
	Iteration 0F: 2 clusters Score -3704760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3686859.000000 Penalty: 5040.676758
	Iteration 0F: 3 clusters Score -3686859 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3693047.000000 Penalty: 5040.676758
	Iteration 1F: 3 clusters Score -3693047 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3693526.750000 Penalty: 5040.676758
	Iteration 2F: 3 clusters Score -3693527 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3694046.250000 Penalty: 5040.676758
	Iteration 3Q: 3 clusters Score -3694046 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3694598.750000 Penalty: 5040.676758
	Iteration 4Q: 3 clusters Score -3694599 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3695297.750000 Penalty: 5040.676758
	Iteration 5Q: 3 clusters Score -3695298 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3696190.500000 Penalty: 5040.676758
	Iteration 6F: 3 clusters Score -3696190 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3697425.750000 Penalty: 5040.676758
	Iteration 7F: 3 clusters Score -3697426 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3698851.500000 Penalty: 5040.676758
	Iteration 8F: 3 clusters Score -3698852 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3700172.500000 Penalty: 5040.676758
	Iteration 9F: 3 clusters Score -3700172 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3701224.750000 Penalty: 5040.676758
	Iteration 10Q: 3 clusters Score -3701225 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3701929.750000 Penalty: 5040.676758
	Iteration 11Q: 3 clusters Score -3701930 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3702399.750000 Penalty: 5040.676758
	Iteration 12Q: 3 clusters Score -3702400 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3702661.250000 Penalty: 5040.676758
	Iteration 13Q: 3 clusters Score -3702661 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3702824.250000 Penalty: 5040.676758
	Iteration 14Q: 3 clusters Score -3702824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3702897.500000 Penalty: 5040.676758
	Iteration 15Q: 3 clusters Score -3702898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3702956.750000 Penalty: 5040.676758
	Iteration 16Q: 3 clusters Score -3702957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3702999.750000 Penalty: 5040.676758
	Iteration 17Q: 3 clusters Score -3703000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3703021.000000 Penalty: 5040.676758
	Iteration 18Q: 3 clusters Score -3703021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3703040.750000 Penalty: 5040.676758
	Iteration 19Q: 3 clusters Score -3703041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3703062.750000 Penalty: 5040.676758
	Iteration 20F: 3 clusters Score -3703063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3703075.000000 Penalty: 5040.676758
	Iteration 21Q: 3 clusters Score -3703075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3703086.500000 Penalty: 5040.676758
	Iteration 22Q: 3 clusters Score -3703086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3703110.500000 Penalty: 5040.676758
	Iteration 23Q: 3 clusters Score -3703110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3703131.750000 Penalty: 5040.676758
	Iteration 24Q: 3 clusters Score -3703132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3703151.250000 Penalty: 5040.676758
	Iteration 25Q: 3 clusters Score -3703151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3703172.250000 Penalty: 5040.676758
	Iteration 26Q: 3 clusters Score -3703172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3703188.750000 Penalty: 5040.676758
	Iteration 27Q: 3 clusters Score -3703189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3703210.750000 Penalty: 5040.676758
	Iteration 28Q: 3 clusters Score -3703211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3703232.250000 Penalty: 5040.676758
	Iteration 29Q: 3 clusters Score -3703232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3703244.500000 Penalty: 5040.676758
	Iteration 30Q: 3 clusters Score -3703244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3703256.750000 Penalty: 5040.676758
	Iteration 31Q: 3 clusters Score -3703257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3703268.500000 Penalty: 5040.676758
	Iteration 32Q: 3 clusters Score -3703268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3703272.000000 Penalty: 5040.676758
	Iteration 33Q: 3 clusters Score -3703272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3703283.750000 Penalty: 5040.676758
	Iteration 34Q: 3 clusters Score -3703284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3703279.250000 Penalty: 5040.676758
	Iteration 35Q: 3 clusters Score -3703279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3703283.000000 Penalty: 5040.676758
	Iteration 36Q: 3 clusters Score -3703283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3703289.000000 Penalty: 5040.676758
	Iteration 37Q: 3 clusters Score -3703289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3703287.750000 Penalty: 5040.676758
	Iteration 38Q: 3 clusters Score -3703288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3703285.750000 Penalty: 5040.676758
	Iteration 39Q: 3 clusters Score -3703286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3703284.500000 Penalty: 5040.676758
	Iteration 40F: 3 clusters Score -3703284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Entering Unmasked Estep 
Score: -9095501.000000 Penalty: 2721.201172
	Iteration 0F: 2 clusters Score -9095501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -9056408.000000 Penalty: 5442.402344
	Iteration 0F: 3 clusters Score -9056408 nChanged 27097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -9071592.000000 Penalty: 5442.402344
	Iteration 1F: 3 clusters Score -9071592 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -9072249.000000 Penalty: 5442.402344
	Iteration 2Q: 3 clusters Score -9072249 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -9073071.000000 Penalty: 5442.402344
	Iteration 3Q: 3 clusters Score -9073071 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -9073909.000000 Penalty: 5442.402344
	Iteration 4Q: 3 clusters Score -9073909 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -9074917.000000 Penalty: 5442.402344
	Iteration 5Q: 3 clusters Score -9074917 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -9076253.000000 Penalty: 5442.402344
	Iteration 6Q: 3 clusters Score -9076253 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -9077761.000000 Penalty: 5442.402344
	Iteration 7F: 3 clusters Score -9077761 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -9079617.000000 Penalty: 5442.402344
	Iteration 8F: 3 clusters Score -9079617 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -9081921.000000 Penalty: 5442.402344
	Iteration 9F: 3 clusters Score -9081921 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -9084263.000000 Penalty: 5442.402344
	Iteration 10F: 3 clusters Score -9084263 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -9085881.000000 Penalty: 5442.402344
	Iteration 11Q: 3 clusters Score -9085881 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -9086575.000000 Penalty: 5442.402344
	Iteration 12Q: 3 clusters Score -9086575 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -9087121.000000 Penalty: 5442.402344
	Iteration 13Q: 3 clusters Score -9087121 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -9087482.000000 Penalty: 5442.402344
	Iteration 14Q: 3 clusters Score -9087482 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -9087803.000000 Penalty: 5442.402344
	Iteration 15Q: 3 clusters Score -9087803 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -9088105.000000 Penalty: 5442.402344
	Iteration 16Q: 3 clusters Score -9088105 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -9088359.000000 Penalty: 5442.402344
	Iteration 17Q: 3 clusters Score -9088359 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -9088631.000000 Penalty: 5442.402344
	Iteration 18Q: 3 clusters Score -9088631 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -9088921.000000 Penalty: 5442.402344
	Iteration 19Q: 3 clusters Score -9088921 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -9089119.000000 Penalty: 5442.402344
	Iteration 20F: 3 clusters Score -9089119 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -9089322.000000 Penalty: 5442.402344
	Iteration 21Q: 3 clusters Score -9089322 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -9089568.000000 Penalty: 5442.402344
	Iteration 22Q: 3 clusters Score -9089568 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -9089758.000000 Penalty: 5442.402344
	Iteration 23Q: 3 clusters Score -9089758 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -9089998.000000 Penalty: 5442.402344
	Iteration 24Q: 3 clusters Score -9089998 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -9090185.000000 Penalty: 5442.402344
	Iteration 25Q: 3 clusters Score -9090185 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -9090382.000000 Penalty: 5442.402344
	Iteration 26Q: 3 clusters Score -9090382 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -9090584.000000 Penalty: 5442.402344
	Iteration 27Q: 3 clusters Score -9090584 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9090705.000000 Penalty: 5442.402344
	Iteration 28Q: 3 clusters Score -9090705 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -9090830.000000 Penalty: 5442.402344
	Iteration 29Q: 3 clusters Score -9090830 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -9090934.000000 Penalty: 5442.402344
	Iteration 30Q: 3 clusters Score -9090934 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -9091082.000000 Penalty: 5442.402344
	Iteration 31Q: 3 clusters Score -9091082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -9091183.000000 Penalty: 5442.402344
	Iteration 32Q: 3 clusters Score -9091183 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -9091281.000000 Penalty: 5442.402344
	Iteration 33Q: 3 clusters Score -9091281 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -9091409.000000 Penalty: 5442.402344
	Iteration 34Q: 3 clusters Score -9091409 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -9091510.000000 Penalty: 5442.402344
	Iteration 35Q: 3 clusters Score -9091510 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -9091605.000000 Penalty: 5442.402344
	Iteration 36Q: 3 clusters Score -9091605 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -9091721.000000 Penalty: 5442.402344
	Iteration 37Q: 3 clusters Score -9091721 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -9091844.000000 Penalty: 5442.402344
	Iteration 38Q: 3 clusters Score -9091844 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9092004.000000 Penalty: 5442.402344
	Iteration 39Q: 3 clusters Score -9092004 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -9092117.000000 Penalty: 5442.402344
	Iteration 40F: 3 clusters Score -9092117 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -9092212.000000 Penalty: 5442.402344
	Iteration 41Q: 3 clusters Score -9092212 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9092340.000000 Penalty: 5442.402344
	Iteration 42Q: 3 clusters Score -9092340 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -9092414.000000 Penalty: 5442.402344
	Iteration 43Q: 3 clusters Score -9092414 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9092494.000000 Penalty: 5442.402344
	Iteration 44Q: 3 clusters Score -9092494 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9092609.000000 Penalty: 5442.402344
	Iteration 45Q: 3 clusters Score -9092609 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9092672.000000 Penalty: 5442.402344
	Iteration 46Q: 3 clusters Score -9092672 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9092723.000000 Penalty: 5442.402344
	Iteration 47Q: 3 clusters Score -9092723 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9092788.000000 Penalty: 5442.402344
	Iteration 48Q: 3 clusters Score -9092788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9092818.000000 Penalty: 5442.402344
	Iteration 49Q: 3 clusters Score -9092818 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9092875.000000 Penalty: 5442.402344
	Iteration 50Q: 3 clusters Score -9092875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9092922.000000 Penalty: 5442.402344
	Iteration 51Q: 3 clusters Score -9092922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9092957.000000 Penalty: 5442.402344
	Iteration 52Q: 3 clusters Score -9092957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9093008.000000 Penalty: 5442.402344
	Iteration 53Q: 3 clusters Score -9093008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9093020.000000 Penalty: 5442.402344
	Iteration 54Q: 3 clusters Score -9093020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9093027.000000 Penalty: 5442.402344
	Iteration 55Q: 3 clusters Score -9093027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9093038.000000 Penalty: 5442.402344
	Iteration 56Q: 3 clusters Score -9093038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9093062.000000 Penalty: 5442.402344
	Iteration 57Q: 3 clusters Score -9093062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9093084.000000 Penalty: 5442.402344
	Iteration 58Q: 3 clusters Score -9093084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9093081.000000 Penalty: 5442.402344
	Iteration 59Q: 3 clusters Score -9093081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9093081.000000 Penalty: 5442.402344
	Iteration 60F: 3 clusters Score -9093081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9093095.000000 Penalty: 5442.402344
	Iteration 61Q: 3 clusters Score -9093095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9093098.000000 Penalty: 5442.402344
	Iteration 62Q: 3 clusters Score -9093098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9093100.000000 Penalty: 5442.402344
	Iteration 63Q: 3 clusters Score -9093100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9093114.000000 Penalty: 5442.402344
	Iteration 64Q: 3 clusters Score -9093114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9093137.000000 Penalty: 5442.402344
	Iteration 65Q: 3 clusters Score -9093137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9093144.000000 Penalty: 5442.402344
	Iteration 66Q: 3 clusters Score -9093144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9093154.000000 Penalty: 5442.402344
	Iteration 67Q: 3 clusters Score -9093154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9093159.000000 Penalty: 5442.402344
	Iteration 68Q: 3 clusters Score -9093159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9093165.000000 Penalty: 5442.402344
	Iteration 69Q: 3 clusters Score -9093165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5442.402344
	Iteration 70Q: 3 clusters Score -9093167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5442.402344
	Iteration 71Q: 3 clusters Score -9093167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9093174.000000 Penalty: 5442.402344
	Iteration 72Q: 3 clusters Score -9093174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9093186.000000 Penalty: 5442.402344
	Iteration 73Q: 3 clusters Score -9093186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9093188.000000 Penalty: 5442.402344
	Iteration 74Q: 3 clusters Score -9093188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9093193.000000 Penalty: 5442.402344
	Iteration 75Q: 3 clusters Score -9093193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9093210.000000 Penalty: 5442.402344
	Iteration 76Q: 3 clusters Score -9093210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9093216.000000 Penalty: 5442.402344
	Iteration 77Q: 3 clusters Score -9093216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9093214.000000 Penalty: 5442.402344
	Iteration 78Q: 3 clusters Score -9093214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9093220.000000 Penalty: 5442.402344
	Iteration 79Q: 3 clusters Score -9093220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9093207.000000 Penalty: 5442.402344
	Iteration 80F: 3 clusters Score -9093207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9093213.000000 Penalty: 5442.402344
	Iteration 81Q: 3 clusters Score -9093213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9093211.000000 Penalty: 5442.402344
	Iteration 82Q: 3 clusters Score -9093211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9093208.000000 Penalty: 5442.402344
	Iteration 83Q: 3 clusters Score -9093208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9093210.000000 Penalty: 5442.402344
	Iteration 84Q: 3 clusters Score -9093210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9093213.000000 Penalty: 5442.402344
	Iteration 85Q: 3 clusters Score -9093213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9093216.000000 Penalty: 5442.402344
	Iteration 86Q: 3 clusters Score -9093216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9093213.000000 Penalty: 5442.402344
	Iteration 87Q: 3 clusters Score -9093213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9093215.000000 Penalty: 5442.402344
	Iteration 88Q: 3 clusters Score -9093215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9093208.000000 Penalty: 5442.402344
	Iteration 89Q: 3 clusters Score -9093208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9093216.000000 Penalty: 5442.402344
	Iteration 90Q: 3 clusters Score -9093216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9093221.000000 Penalty: 5442.402344
	Iteration 91Q: 3 clusters Score -9093221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9093220.000000 Penalty: 5442.402344
	Iteration 92Q: 3 clusters Score -9093220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9093217.000000 Penalty: 5442.402344
	Iteration 93Q: 3 clusters Score -9093217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9093210.000000 Penalty: 5442.402344
	Iteration 94Q: 3 clusters Score -9093210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9093214.000000 Penalty: 5442.402344
	Iteration 95Q: 3 clusters Score -9093214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9093223.000000 Penalty: 5442.402344
	Iteration 96Q: 3 clusters Score -9093223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9093225.000000 Penalty: 5442.402344
	Iteration 97Q: 3 clusters Score -9093225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9093229.000000 Penalty: 5442.402344
	Iteration 98Q: 3 clusters Score -9093229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9093234.000000 Penalty: 5442.402344
	Iteration 99Q: 3 clusters Score -9093234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9093231.000000 Penalty: 5442.402344
	Iteration 100F: 3 clusters Score -9093231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9093233.000000 Penalty: 5442.402344
	Iteration 101Q: 3 clusters Score -9093233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9093235.000000 Penalty: 5442.402344
	Iteration 102Q: 3 clusters Score -9093235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9093236.000000 Penalty: 5442.402344
	Iteration 103Q: 3 clusters Score -9093236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9093247.000000 Penalty: 5442.402344
	Iteration 104Q: 3 clusters Score -9093247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9093245.000000 Penalty: 5442.402344
	Iteration 105Q: 3 clusters Score -9093245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9093237.000000 Penalty: 5442.402344
	Iteration 106Q: 3 clusters Score -9093237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9093236.000000 Penalty: 5442.402344
	Iteration 107Q: 3 clusters Score -9093236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9093240.000000 Penalty: 5442.402344
	Iteration 108Q: 3 clusters Score -9093240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9093235.000000 Penalty: 5442.402344
	Iteration 109Q: 3 clusters Score -9093235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9093235.000000 Penalty: 5442.402344
	Iteration 110F: 3 clusters Score -9093235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Entering Unmasked Estep 
Score: -15645218.000000 Penalty: 2858.858887
	Iteration 0F: 2 clusters Score -1.564522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -15578376.000000 Penalty: 5717.717773
	Iteration 0F: 3 clusters Score -1.557838e+07 nChanged 48173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -15605490.000000 Penalty: 5717.717773
	Iteration 1F: 3 clusters Score -1.560549e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -15606189.000000 Penalty: 5717.717773
	Iteration 2Q: 3 clusters Score -1.560619e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -15606978.000000 Penalty: 5717.717773
	Iteration 3Q: 3 clusters Score -1.560698e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -15607984.000000 Penalty: 5717.717773
	Iteration 4Q: 3 clusters Score -1.560798e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -15609426.000000 Penalty: 5717.717773
	Iteration 5Q: 3 clusters Score -1.560943e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -15611019.000000 Penalty: 5717.717773
	Iteration 6Q: 3 clusters Score -1.561102e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -15613126.000000 Penalty: 5717.717773
	Iteration 7Q: 3 clusters Score -1.561313e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -15615742.000000 Penalty: 5717.717773
	Iteration 8Q: 3 clusters Score -1.561574e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -15619274.000000 Penalty: 5717.717773
	Iteration 9F: 3 clusters Score -1.561927e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -15623370.000000 Penalty: 5717.717773
	Iteration 10F: 3 clusters Score -1.562337e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -15628009.000000 Penalty: 5717.717773
	Iteration 11F: 3 clusters Score -1.562801e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -15632498.000000 Penalty: 5717.717773
	Iteration 12F: 3 clusters Score -1.56325e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -15636393.000000 Penalty: 5717.717773
	Iteration 13Q: 3 clusters Score -1.563639e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -15638946.000000 Penalty: 5717.717773
	Iteration 14Q: 3 clusters Score -1.563895e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -15640600.000000 Penalty: 5717.717773
	Iteration 15Q: 3 clusters Score -1.56406e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -15641541.000000 Penalty: 5717.717773
	Iteration 16Q: 3 clusters Score -1.564154e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -15642068.000000 Penalty: 5717.717773
	Iteration 17Q: 3 clusters Score -1.564207e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -15642329.000000 Penalty: 5717.717773
	Iteration 18Q: 3 clusters Score -1.564233e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -15642446.000000 Penalty: 5717.717773
	Iteration 19Q: 3 clusters Score -1.564245e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -15642542.000000 Penalty: 5717.717773
	Iteration 20F: 3 clusters Score -1.564254e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -15642610.000000 Penalty: 5717.717773
	Iteration 21Q: 3 clusters Score -1.564261e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -15642674.000000 Penalty: 5717.717773
	Iteration 22Q: 3 clusters Score -1.564267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -15642701.000000 Penalty: 5717.717773
	Iteration 23Q: 3 clusters Score -1.56427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -15642738.000000 Penalty: 5717.717773
	Iteration 24Q: 3 clusters Score -1.564274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15642748.000000 Penalty: 5717.717773
	Iteration 25Q: 3 clusters Score -1.564275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -15642774.000000 Penalty: 5717.717773
	Iteration 26Q: 3 clusters Score -1.564277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -15642804.000000 Penalty: 5717.717773
	Iteration 27Q: 3 clusters Score -1.56428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -15642808.000000 Penalty: 5717.717773
	Iteration 28Q: 3 clusters Score -1.564281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -15642811.000000 Penalty: 5717.717773
	Iteration 29Q: 3 clusters Score -1.564281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -15642835.000000 Penalty: 5717.717773
	Iteration 30Q: 3 clusters Score -1.564284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -15642818.000000 Penalty: 5717.717773
	Iteration 31Q: 3 clusters Score -1.564282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -15642824.000000 Penalty: 5717.717773
	Iteration 32Q: 3 clusters Score -1.564282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -15642825.000000 Penalty: 5717.717773
	Iteration 33Q: 3 clusters Score -1.564282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -15642833.000000 Penalty: 5717.717773
	Iteration 34Q: 3 clusters Score -1.564283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -15642848.000000 Penalty: 5717.717773
	Iteration 35Q: 3 clusters Score -1.564285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -15642842.000000 Penalty: 5717.717773
	Iteration 36Q: 3 clusters Score -1.564284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -15642842.000000 Penalty: 5717.717773
	Iteration 37Q: 3 clusters Score -1.564284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -15642846.000000 Penalty: 5717.717773
	Iteration 38Q: 3 clusters Score -1.564285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -15642859.000000 Penalty: 5717.717773
	Iteration 39Q: 3 clusters Score -1.564286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -15642869.000000 Penalty: 5717.717773
	Iteration 40F: 3 clusters Score -1.564287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -15642864.000000 Penalty: 5717.717773
	Iteration 41Q: 3 clusters Score -1.564286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -15642877.000000 Penalty: 5717.717773
	Iteration 42Q: 3 clusters Score -1.564288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -15642865.000000 Penalty: 5717.717773
	Iteration 43Q: 3 clusters Score -1.564286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -15642872.000000 Penalty: 5717.717773
	Iteration 44Q: 3 clusters Score -1.564287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -15642872.000000 Penalty: 5717.717773
	Iteration 45F: 3 clusters Score -1.564287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Entering Unmasked Estep 
Score: -15994437.000000 Penalty: 2864.910645
	Iteration 0F: 2 clusters Score -1.599444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -15926180.000000 Penalty: 5729.821289
	Iteration 0F: 3 clusters Score -1.592618e+07 nChanged 49271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -15954320.000000 Penalty: 5729.821289
	Iteration 1F: 3 clusters Score -1.595432e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -15955294.000000 Penalty: 5729.821289
	Iteration 2Q: 3 clusters Score -1.595529e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -15956613.000000 Penalty: 5729.821289
	Iteration 3Q: 3 clusters Score -1.595661e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -15958667.000000 Penalty: 5729.821289
	Iteration 4Q: 3 clusters Score -1.595867e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -15962058.000000 Penalty: 5729.821289
	Iteration 5F: 3 clusters Score -1.596206e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -15966884.000000 Penalty: 5729.821289
	Iteration 6F: 3 clusters Score -1.596688e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -15973046.000000 Penalty: 5729.821289
	Iteration 7F: 3 clusters Score -1.597305e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -15979879.000000 Penalty: 5729.821289
	Iteration 8F: 3 clusters Score -1.597988e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -15985448.000000 Penalty: 5729.821289
	Iteration 9F: 3 clusters Score -1.598545e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -15988260.000000 Penalty: 5729.821289
	Iteration 10Q: 3 clusters Score -1.598826e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -15989511.000000 Penalty: 5729.821289
	Iteration 11Q: 3 clusters Score -1.598951e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -15990175.000000 Penalty: 5729.821289
	Iteration 12Q: 3 clusters Score -1.599018e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -15990660.000000 Penalty: 5729.821289
	Iteration 13Q: 3 clusters Score -1.599066e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -15991036.000000 Penalty: 5729.821289
	Iteration 14Q: 3 clusters Score -1.599104e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -15991294.000000 Penalty: 5729.821289
	Iteration 15Q: 3 clusters Score -1.599129e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -15991458.000000 Penalty: 5729.821289
	Iteration 16Q: 3 clusters Score -1.599146e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -15991630.000000 Penalty: 5729.821289
	Iteration 17Q: 3 clusters Score -1.599163e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -15991874.000000 Penalty: 5729.821289
	Iteration 18Q: 3 clusters Score -1.599187e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -15992009.000000 Penalty: 5729.821289
	Iteration 19Q: 3 clusters Score -1.599201e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -15992110.000000 Penalty: 5729.821289
	Iteration 20F: 3 clusters Score -1.599211e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -15992135.000000 Penalty: 5729.821289
	Iteration 21Q: 3 clusters Score -1.599214e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -15992291.000000 Penalty: 5729.821289
	Iteration 22Q: 3 clusters Score -1.599229e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -15992343.000000 Penalty: 5729.821289
	Iteration 23Q: 3 clusters Score -1.599234e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -15992373.000000 Penalty: 5729.821289
	Iteration 24Q: 3 clusters Score -1.599237e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -15992433.000000 Penalty: 5729.821289
	Iteration 25Q: 3 clusters Score -1.599243e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -15992522.000000 Penalty: 5729.821289
	Iteration 26Q: 3 clusters Score -1.599252e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -15992543.000000 Penalty: 5729.821289
	Iteration 27Q: 3 clusters Score -1.599254e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -15992576.000000 Penalty: 5729.821289
	Iteration 28Q: 3 clusters Score -1.599258e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -15992623.000000 Penalty: 5729.821289
	Iteration 29Q: 3 clusters Score -1.599262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -15992637.000000 Penalty: 5729.821289
	Iteration 30Q: 3 clusters Score -1.599264e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -15992674.000000 Penalty: 5729.821289
	Iteration 31Q: 3 clusters Score -1.599267e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -15992759.000000 Penalty: 5729.821289
	Iteration 32Q: 3 clusters Score -1.599276e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -15992809.000000 Penalty: 5729.821289
	Iteration 33Q: 3 clusters Score -1.599281e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -15992785.000000 Penalty: 5729.821289
	Iteration 34Q: 3 clusters Score -1.599278e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -15992822.000000 Penalty: 5729.821289
	Iteration 35Q: 3 clusters Score -1.599282e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -15992837.000000 Penalty: 5729.821289
	Iteration 36Q: 3 clusters Score -1.599284e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -15992895.000000 Penalty: 5729.821289
	Iteration 37Q: 3 clusters Score -1.59929e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -15992928.000000 Penalty: 5729.821289
	Iteration 38Q: 3 clusters Score -1.599293e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -15992927.000000 Penalty: 5729.821289
	Iteration 39Q: 3 clusters Score -1.599293e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -15992987.000000 Penalty: 5729.821289
	Iteration 40F: 3 clusters Score -1.599299e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -15992968.000000 Penalty: 5729.821289
	Iteration 41Q: 3 clusters Score -1.599297e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -15993010.000000 Penalty: 5729.821289
	Iteration 42Q: 3 clusters Score -1.599301e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -15993052.000000 Penalty: 5729.821289
	Iteration 43Q: 3 clusters Score -1.599305e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -15993051.000000 Penalty: 5729.821289
	Iteration 44Q: 3 clusters Score -1.599305e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -15993071.000000 Penalty: 5729.821289
	Iteration 45Q: 3 clusters Score -1.599307e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -15993085.000000 Penalty: 5729.821289
	Iteration 46Q: 3 clusters Score -1.599308e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -15993064.000000 Penalty: 5729.821289
	Iteration 47Q: 3 clusters Score -1.599306e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -15993064.000000 Penalty: 5729.821289
	Iteration 48Q: 3 clusters Score -1.599306e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -15993066.000000 Penalty: 5729.821289
	Iteration 49Q: 3 clusters Score -1.599307e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -15993109.000000 Penalty: 5729.821289
	Iteration 50Q: 3 clusters Score -1.599311e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -15993116.000000 Penalty: 5729.821289
	Iteration 51Q: 3 clusters Score -1.599312e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -15993126.000000 Penalty: 5729.821289
	Iteration 52Q: 3 clusters Score -1.599313e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -15993187.000000 Penalty: 5729.821289
	Iteration 53Q: 3 clusters Score -1.599319e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -15993207.000000 Penalty: 5729.821289
	Iteration 54Q: 3 clusters Score -1.599321e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97009 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -15993225.000000 Penalty: 5729.821289
	Iteration 55Q: 3 clusters Score -1.599322e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -15993229.000000 Penalty: 5729.821289
	Iteration 56Q: 3 clusters Score -1.599323e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -15993271.000000 Penalty: 5729.821289
	Iteration 57Q: 3 clusters Score -1.599327e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -15993247.000000 Penalty: 5729.821289
	Iteration 58Q: 3 clusters Score -1.599325e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -15993314.000000 Penalty: 5729.821289
	Iteration 59Q: 3 clusters Score -1.599331e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -15993288.000000 Penalty: 5729.821289
	Iteration 60F: 3 clusters Score -1.599329e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -15993276.000000 Penalty: 5729.821289
	Iteration 61Q: 3 clusters Score -1.599328e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -15993268.000000 Penalty: 5729.821289
	Iteration 62Q: 3 clusters Score -1.599327e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -15993236.000000 Penalty: 5729.821289
	Iteration 63Q: 3 clusters Score -1.599324e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -15993218.000000 Penalty: 5729.821289
	Iteration 64Q: 3 clusters Score -1.599322e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -15993189.000000 Penalty: 5729.821289
	Iteration 65Q: 3 clusters Score -1.599319e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -15993228.000000 Penalty: 5729.821289
	Iteration 66Q: 3 clusters Score -1.599323e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -15993223.000000 Penalty: 5729.821289
	Iteration 67Q: 3 clusters Score -1.599322e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -15993214.000000 Penalty: 5729.821289
	Iteration 68Q: 3 clusters Score -1.599321e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -15993209.000000 Penalty: 5729.821289
	Iteration 69Q: 3 clusters Score -1.599321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -15993224.000000 Penalty: 5729.821289
	Iteration 70Q: 3 clusters Score -1.599322e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -15993224.000000 Penalty: 5729.821289
	Iteration 71Q: 3 clusters Score -1.599322e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -15993205.000000 Penalty: 5729.821289
	Iteration 72Q: 3 clusters Score -1.59932e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -15993209.000000 Penalty: 5729.821289
	Iteration 73Q: 3 clusters Score -1.599321e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -15993186.000000 Penalty: 5729.821289
	Iteration 74Q: 3 clusters Score -1.599319e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -15993194.000000 Penalty: 5729.821289
	Iteration 75Q: 3 clusters Score -1.599319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -15993176.000000 Penalty: 5729.821289
	Iteration 76Q: 3 clusters Score -1.599318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -15993172.000000 Penalty: 5729.821289
	Iteration 77Q: 3 clusters Score -1.599317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -15993140.000000 Penalty: 5729.821289
	Iteration 78Q: 3 clusters Score -1.599314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15993133.000000 Penalty: 5729.821289
	Iteration 79Q: 3 clusters Score -1.599313e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -15993136.000000 Penalty: 5729.821289
	Iteration 80F: 3 clusters Score -1.599314e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -15993124.000000 Penalty: 5729.821289
	Iteration 81Q: 3 clusters Score -1.599312e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -15993117.000000 Penalty: 5729.821289
	Iteration 82Q: 3 clusters Score -1.599312e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -15993141.000000 Penalty: 5729.821289
	Iteration 83Q: 3 clusters Score -1.599314e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -15993126.000000 Penalty: 5729.821289
	Iteration 84Q: 3 clusters Score -1.599313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -15993124.000000 Penalty: 5729.821289
	Iteration 85Q: 3 clusters Score -1.599312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -15993112.000000 Penalty: 5729.821289
	Iteration 86Q: 3 clusters Score -1.599311e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -15993080.000000 Penalty: 5729.821289
	Iteration 87Q: 3 clusters Score -1.599308e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -15993075.000000 Penalty: 5729.821289
	Iteration 88Q: 3 clusters Score -1.599308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -15993077.000000 Penalty: 5729.821289
	Iteration 89Q: 3 clusters Score -1.599308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -15993076.000000 Penalty: 5729.821289
	Iteration 90Q: 3 clusters Score -1.599308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -15993067.000000 Penalty: 5729.821289
	Iteration 91Q: 3 clusters Score -1.599307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15993070.000000 Penalty: 5729.821289
	Iteration 92Q: 3 clusters Score -1.599307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -15993092.000000 Penalty: 5729.821289
	Iteration 93Q: 3 clusters Score -1.599309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15993082.000000 Penalty: 5729.821289
	Iteration 94Q: 3 clusters Score -1.599308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -15993073.000000 Penalty: 5729.821289
	Iteration 95Q: 3 clusters Score -1.599307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15993071.000000 Penalty: 5729.821289
	Iteration 96Q: 3 clusters Score -1.599307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15993073.000000 Penalty: 5729.821289
	Iteration 97Q: 3 clusters Score -1.599307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -15993053.000000 Penalty: 5729.821289
	Iteration 98Q: 3 clusters Score -1.599305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -15993069.000000 Penalty: 5729.821289
	Iteration 99Q: 3 clusters Score -1.599307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -15993069.000000 Penalty: 5729.821289
	Iteration 100F: 3 clusters Score -1.599307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -15993077.000000 Penalty: 5729.821289
	Iteration 101Q: 3 clusters Score -1.599308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -15993078.000000 Penalty: 5729.821289
	Iteration 102Q: 3 clusters Score -1.599308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -15993060.000000 Penalty: 5729.821289
	Iteration 103Q: 3 clusters Score -1.599306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -15993065.000000 Penalty: 5729.821289
	Iteration 104Q: 3 clusters Score -1.599306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -15993062.000000 Penalty: 5729.821289
	Iteration 105Q: 3 clusters Score -1.599306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -15993068.000000 Penalty: 5729.821289
	Iteration 106Q: 3 clusters Score -1.599307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -15993064.000000 Penalty: 5729.821289
	Iteration 107Q: 3 clusters Score -1.599306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -15993056.000000 Penalty: 5729.821289
	Iteration 108Q: 3 clusters Score -1.599306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -15993061.000000 Penalty: 5729.821289
	Iteration 109Q: 3 clusters Score -1.599306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -15993070.000000 Penalty: 5729.821289
	Iteration 110Q: 3 clusters Score -1.599307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -15993054.000000 Penalty: 5729.821289
	Iteration 111Q: 3 clusters Score -1.599305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -15993062.000000 Penalty: 5729.821289
	Iteration 112Q: 3 clusters Score -1.599306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -15993050.000000 Penalty: 5729.821289
	Iteration 113Q: 3 clusters Score -1.599305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -15993042.000000 Penalty: 5729.821289
	Iteration 114Q: 3 clusters Score -1.599304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -15993052.000000 Penalty: 5729.821289
	Iteration 115Q: 3 clusters Score -1.599305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -15993049.000000 Penalty: 5729.821289
	Iteration 116Q: 3 clusters Score -1.599305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -15993049.000000 Penalty: 5729.821289
	Iteration 117Q: 3 clusters Score -1.599305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -15993035.000000 Penalty: 5729.821289
	Iteration 118Q: 3 clusters Score -1.599304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -15993029.000000 Penalty: 5729.821289
	Iteration 119Q: 3 clusters Score -1.599303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -15993033.000000 Penalty: 5729.821289
	Iteration 120F: 3 clusters Score -1.599303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15993040.000000 Penalty: 5729.821289
	Iteration 121Q: 3 clusters Score -1.599304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -15993036.000000 Penalty: 5729.821289
	Iteration 122Q: 3 clusters Score -1.599304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -15993045.000000 Penalty: 5729.821289
	Iteration 123Q: 3 clusters Score -1.599304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -15993040.000000 Penalty: 5729.821289
	Iteration 124Q: 3 clusters Score -1.599304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -15993034.000000 Penalty: 5729.821289
	Iteration 125Q: 3 clusters Score -1.599303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15993034.000000 Penalty: 5729.821289
	Iteration 126Q: 3 clusters Score -1.599303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -15993030.000000 Penalty: 5729.821289
	Iteration 127Q: 3 clusters Score -1.599303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -15993027.000000 Penalty: 5729.821289
	Iteration 128Q: 3 clusters Score -1.599303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -15993033.000000 Penalty: 5729.821289
	Iteration 129Q: 3 clusters Score -1.599303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -15993042.000000 Penalty: 5729.821289
	Iteration 130Q: 3 clusters Score -1.599304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -15993045.000000 Penalty: 5729.821289
	Iteration 131Q: 3 clusters Score -1.599304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -15993038.000000 Penalty: 5729.821289
	Iteration 132Q: 3 clusters Score -1.599304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -15993046.000000 Penalty: 5729.821289
	Iteration 133Q: 3 clusters Score -1.599305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -15993034.000000 Penalty: 5729.821289
	Iteration 134Q: 3 clusters Score -1.599303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -15993040.000000 Penalty: 5729.821289
	Iteration 135Q: 3 clusters Score -1.599304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15993027.000000 Penalty: 5729.821289
	Iteration 136Q: 3 clusters Score -1.599303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -15993042.000000 Penalty: 5729.821289
	Iteration 137Q: 3 clusters Score -1.599304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -15993047.000000 Penalty: 5729.821289
	Iteration 138Q: 3 clusters Score -1.599305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -15993048.000000 Penalty: 5729.821289
	Iteration 139Q: 3 clusters Score -1.599305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -15993038.000000 Penalty: 5729.821289
	Iteration 140F: 3 clusters Score -1.599304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -15993041.000000 Penalty: 5729.821289
	Iteration 141Q: 3 clusters Score -1.599304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -15993049.000000 Penalty: 5729.821289
	Iteration 142Q: 3 clusters Score -1.599305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -15993052.000000 Penalty: 5729.821289
	Iteration 143Q: 3 clusters Score -1.599305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -15993052.000000 Penalty: 5729.821289
	Iteration 144F: 3 clusters Score -1.599305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Entering Unmasked Estep 
Score: -5895961.500000 Penalty: 2615.635986
	Iteration 0F: 2 clusters Score -5895962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5869892.000000 Penalty: 5231.271973
	Iteration 0F: 3 clusters Score -5869892 nChanged 17480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5879845.500000 Penalty: 5231.271973
	Iteration 1F: 3 clusters Score -5879846 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5880550.500000 Penalty: 5231.271973
	Iteration 2Q: 3 clusters Score -5880550 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5881344.000000 Penalty: 5231.271973
	Iteration 3Q: 3 clusters Score -5881344 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5882197.000000 Penalty: 5231.271973
	Iteration 4F: 3 clusters Score -5882197 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5883282.000000 Penalty: 5231.271973
	Iteration 5F: 3 clusters Score -5883282 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5884745.000000 Penalty: 5231.271973
	Iteration 6F: 3 clusters Score -5884745 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -5886352.500000 Penalty: 5231.271973
	Iteration 7F: 3 clusters Score -5886352 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5888014.000000 Penalty: 5231.271973
	Iteration 8F: 3 clusters Score -5888014 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5889625.000000 Penalty: 5231.271973
	Iteration 9F: 3 clusters Score -5889625 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5890994.500000 Penalty: 5231.271973
	Iteration 10Q: 3 clusters Score -5890994 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5892004.500000 Penalty: 5231.271973
	Iteration 11Q: 3 clusters Score -5892004 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5892666.500000 Penalty: 5231.271973
	Iteration 12Q: 3 clusters Score -5892666 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5893065.500000 Penalty: 5231.271973
	Iteration 13Q: 3 clusters Score -5893066 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5893284.500000 Penalty: 5231.271973
	Iteration 14Q: 3 clusters Score -5893284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5893433.000000 Penalty: 5231.271973
	Iteration 15Q: 3 clusters Score -5893433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5893511.000000 Penalty: 5231.271973
	Iteration 16Q: 3 clusters Score -5893511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5893550.000000 Penalty: 5231.271973
	Iteration 17Q: 3 clusters Score -5893550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5893594.500000 Penalty: 5231.271973
	Iteration 18Q: 3 clusters Score -5893594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5893636.500000 Penalty: 5231.271973
	Iteration 19Q: 3 clusters Score -5893636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5893662.500000 Penalty: 5231.271973
	Iteration 20F: 3 clusters Score -5893662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5893680.000000 Penalty: 5231.271973
	Iteration 21Q: 3 clusters Score -5893680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5893700.000000 Penalty: 5231.271973
	Iteration 22Q: 3 clusters Score -5893700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5893714.000000 Penalty: 5231.271973
	Iteration 23Q: 3 clusters Score -5893714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5893715.000000 Penalty: 5231.271973
	Iteration 24Q: 3 clusters Score -5893715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5893721.000000 Penalty: 5231.271973
	Iteration 25Q: 3 clusters Score -5893721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5893736.000000 Penalty: 5231.271973
	Iteration 26Q: 3 clusters Score -5893736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5893735.500000 Penalty: 5231.271973
	Iteration 27Q: 3 clusters Score -5893736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5893736.000000 Penalty: 5231.271973
	Iteration 28Q: 3 clusters Score -5893736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5893743.500000 Penalty: 5231.271973
	Iteration 29Q: 3 clusters Score -5893744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5893754.000000 Penalty: 5231.271973
	Iteration 30Q: 3 clusters Score -5893754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5893751.500000 Penalty: 5231.271973
	Iteration 31Q: 3 clusters Score -5893752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5893755.000000 Penalty: 5231.271973
	Iteration 32Q: 3 clusters Score -5893755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5893752.000000 Penalty: 5231.271973
	Iteration 33Q: 3 clusters Score -5893752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5893752.000000 Penalty: 5231.271973
	Iteration 34Q: 3 clusters Score -5893752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5893752.000000 Penalty: 5231.271973
	Iteration 35F: 3 clusters Score -5893752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Entering Unmasked Estep 
Score: -16164145.000000 Penalty: 2866.157227
	Iteration 0F: 2 clusters Score -1.616414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -16096381.000000 Penalty: 5732.314453
	Iteration 0F: 3 clusters Score -1.609638e+07 nChanged 49843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -16124902.000000 Penalty: 5732.314453
	Iteration 1F: 3 clusters Score -1.61249e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -16126404.000000 Penalty: 5732.314453
	Iteration 2Q: 3 clusters Score -1.61264e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -16128539.000000 Penalty: 5732.314453
	Iteration 3Q: 3 clusters Score -1.612854e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -16132202.000000 Penalty: 5732.314453
	Iteration 4F: 3 clusters Score -1.61322e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -16138657.000000 Penalty: 5732.314453
	Iteration 5F: 3 clusters Score -1.613866e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -16146847.000000 Penalty: 5732.314453
	Iteration 6F: 3 clusters Score -1.614685e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -16154388.000000 Penalty: 5732.314453
	Iteration 7F: 3 clusters Score -1.615439e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -16158863.000000 Penalty: 5732.314453
	Iteration 8F: 3 clusters Score -1.615886e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16160732.000000 Penalty: 5732.314453
	Iteration 9Q: 3 clusters Score -1.616073e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16161372.000000 Penalty: 5732.314453
	Iteration 10Q: 3 clusters Score -1.616137e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16161615.000000 Penalty: 5732.314453
	Iteration 11Q: 3 clusters Score -1.616162e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16161673.000000 Penalty: 5732.314453
	Iteration 12Q: 3 clusters Score -1.616167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16161714.000000 Penalty: 5732.314453
	Iteration 13Q: 3 clusters Score -1.616171e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16161730.000000 Penalty: 5732.314453
	Iteration 14Q: 3 clusters Score -1.616173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16161735.000000 Penalty: 5732.314453
	Iteration 15Q: 3 clusters Score -1.616174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16161734.000000 Penalty: 5732.314453
	Iteration 16Q: 3 clusters Score -1.616173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16161747.000000 Penalty: 5732.314453
	Iteration 17Q: 3 clusters Score -1.616175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16161754.000000 Penalty: 5732.314453
	Iteration 18Q: 3 clusters Score -1.616175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16161765.000000 Penalty: 5732.314453
	Iteration 19Q: 3 clusters Score -1.616176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16161764.000000 Penalty: 5732.314453
	Iteration 20F: 3 clusters Score -1.616176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16161762.000000 Penalty: 5732.314453
	Iteration 21Q: 3 clusters Score -1.616176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16161775.000000 Penalty: 5732.314453
	Iteration 22Q: 3 clusters Score -1.616178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16161767.000000 Penalty: 5732.314453
	Iteration 23Q: 3 clusters Score -1.616177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16161759.000000 Penalty: 5732.314453
	Iteration 24Q: 3 clusters Score -1.616176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16161773.000000 Penalty: 5732.314453
	Iteration 25Q: 3 clusters Score -1.616177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16161771.000000 Penalty: 5732.314453
	Iteration 26Q: 3 clusters Score -1.616177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16161770.000000 Penalty: 5732.314453
	Iteration 27Q: 3 clusters Score -1.616177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16161771.000000 Penalty: 5732.314453
	Iteration 28Q: 3 clusters Score -1.616177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16161776.000000 Penalty: 5732.314453
	Iteration 29Q: 3 clusters Score -1.616178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16161786.000000 Penalty: 5732.314453
	Iteration 30Q: 3 clusters Score -1.616179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16161792.000000 Penalty: 5732.314453
	Iteration 31Q: 3 clusters Score -1.616179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16161783.000000 Penalty: 5732.314453
	Iteration 32Q: 3 clusters Score -1.616178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16161783.000000 Penalty: 5732.314453
	Iteration 33F: 3 clusters Score -1.616178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 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 125 members 
Entering Unmasked Estep 
Score: -24253.564453 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24253.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24391.462891 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24391.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24402.347656 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24402.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24411.304688 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24413.812500 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24413.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24415.679688 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24415.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24418.144531 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24418.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24418.144531 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -24418.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1270333.500000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1263514.000000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1263514 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1265432.000000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1265432 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1265814.625000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1265815 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1266174.625000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1266175 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1266566.125000 Penalty: 4492.539551
	Iteration 4F: 3 clusters Score -1266566 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1266923.625000 Penalty: 4492.539551
	Iteration 5F: 3 clusters Score -1266924 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1267197.875000 Penalty: 4492.539551
	Iteration 6F: 3 clusters Score -1267198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1267448.250000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1267448 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1267669.375000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1267669 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1267860.125000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1267860 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1267987.125000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1267987 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1268088.875000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1268089 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1268166.000000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1268166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1268223.750000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1268224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1268278.500000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1268278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1268322.500000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1268322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1268345.500000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1268346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1268365.875000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1268366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1268385.000000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1268385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1268405.625000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1268406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1268416.750000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1268417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1268431.000000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1268431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1268441.125000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1268441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1268451.625000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1268452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1268461.625000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1268462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1268469.500000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1268470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1268477.625000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1268478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1268482.250000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1268482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1268490.125000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1268490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1268494.125000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1268494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1268501.250000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1268501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1268505.000000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1268505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1268507.500000 Penalty: 4492.539551
	Iteration 32Q: 3 clusters Score -1268508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1268505.375000 Penalty: 4492.539551
	Iteration 33Q: 3 clusters Score -1268505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1268509.250000 Penalty: 4492.539551
	Iteration 34Q: 3 clusters Score -1268509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1268514.000000 Penalty: 4492.539551
	Iteration 35Q: 3 clusters Score -1268514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1268513.500000 Penalty: 4492.539551
	Iteration 36Q: 3 clusters Score -1268514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1268516.125000 Penalty: 4492.539551
	Iteration 37Q: 3 clusters Score -1268516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1268517.750000 Penalty: 4492.539551
	Iteration 38Q: 3 clusters Score -1268518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1268519.250000 Penalty: 4492.539551
	Iteration 39Q: 3 clusters Score -1268519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1268519.625000 Penalty: 4492.539551
	Iteration 40F: 3 clusters Score -1268520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1268526.375000 Penalty: 4492.539551
	Iteration 41Q: 3 clusters Score -1268526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1268527.500000 Penalty: 4492.539551
	Iteration 42Q: 3 clusters Score -1268528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1268527.375000 Penalty: 4492.539551
	Iteration 43Q: 3 clusters Score -1268527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1268527.375000 Penalty: 4492.539551
	Iteration 44F: 3 clusters Score -1268527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1932958.750000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1932959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1923634.250000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1923634 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1926559.250000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1926559 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1926989.875000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1926990 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1927352.375000 Penalty: 4680.750488
	Iteration 3F: 3 clusters Score -1927352 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1927683.875000 Penalty: 4680.750488
	Iteration 4F: 3 clusters Score -1927684 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1928013.375000 Penalty: 4680.750488
	Iteration 5Q: 3 clusters Score -1928013 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1928307.250000 Penalty: 4680.750488
	Iteration 6Q: 3 clusters Score -1928307 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1928630.625000 Penalty: 4680.750488
	Iteration 7Q: 3 clusters Score -1928631 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1928981.125000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1928981 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1929361.875000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1929362 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1929695.750000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1929696 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1930014.375000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1930014 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1930248.250000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1930248 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1930375.750000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1930376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1930467.125000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1930467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1930547.125000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1930547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1930606.500000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1930606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1930650.750000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1930651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1930691.625000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1930692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1930731.500000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1930732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1930764.750000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1930765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1930784.875000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1930785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1930808.875000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1930809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1930826.000000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1930826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1930853.750000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1930854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1930865.625000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1930866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1930871.625000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1930872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1930893.375000 Penalty: 4680.750488
	Iteration 27Q: 3 clusters Score -1930893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1930916.375000 Penalty: 4680.750488
	Iteration 28Q: 3 clusters Score -1930916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1930943.375000 Penalty: 4680.750488
	Iteration 29Q: 3 clusters Score -1930943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1930959.000000 Penalty: 4680.750488
	Iteration 30Q: 3 clusters Score -1930959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1930976.375000 Penalty: 4680.750488
	Iteration 31Q: 3 clusters Score -1930976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1930988.500000 Penalty: 4680.750488
	Iteration 32Q: 3 clusters Score -1930988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1931009.250000 Penalty: 4680.750488
	Iteration 33Q: 3 clusters Score -1931009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1931012.875000 Penalty: 4680.750488
	Iteration 34Q: 3 clusters Score -1931013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1931014.125000 Penalty: 4680.750488
	Iteration 35Q: 3 clusters Score -1931014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1931030.750000 Penalty: 4680.750488
	Iteration 36Q: 3 clusters Score -1931031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1931037.000000 Penalty: 4680.750488
	Iteration 37Q: 3 clusters Score -1931037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1931048.000000 Penalty: 4680.750488
	Iteration 38Q: 3 clusters Score -1931048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1931051.875000 Penalty: 4680.750488
	Iteration 39Q: 3 clusters Score -1931052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1931062.625000 Penalty: 4680.750488
	Iteration 40F: 3 clusters Score -1931063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1931064.750000 Penalty: 4680.750488
	Iteration 41Q: 3 clusters Score -1931065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1931071.500000 Penalty: 4680.750488
	Iteration 42Q: 3 clusters Score -1931072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1931073.375000 Penalty: 4680.750488
	Iteration 43Q: 3 clusters Score -1931073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1931081.625000 Penalty: 4680.750488
	Iteration 44Q: 3 clusters Score -1931082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1931088.750000 Penalty: 4680.750488
	Iteration 45Q: 3 clusters Score -1931089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1931094.000000 Penalty: 4680.750488
	Iteration 46Q: 3 clusters Score -1931094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1931093.875000 Penalty: 4680.750488
	Iteration 47Q: 3 clusters Score -1931094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1931103.375000 Penalty: 4680.750488
	Iteration 48Q: 3 clusters Score -1931103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1931104.250000 Penalty: 4680.750488
	Iteration 49Q: 3 clusters Score -1931104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1931108.125000 Penalty: 4680.750488
	Iteration 50Q: 3 clusters Score -1931108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1931116.125000 Penalty: 4680.750488
	Iteration 51Q: 3 clusters Score -1931116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1931116.500000 Penalty: 4680.750488
	Iteration 52Q: 3 clusters Score -1931116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1931118.625000 Penalty: 4680.750488
	Iteration 53Q: 3 clusters Score -1931119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1931119.125000 Penalty: 4680.750488
	Iteration 54Q: 3 clusters Score -1931119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1931119.250000 Penalty: 4680.750488
	Iteration 55Q: 3 clusters Score -1931119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1931123.375000 Penalty: 4680.750488
	Iteration 56Q: 3 clusters Score -1931123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1931125.000000 Penalty: 4680.750488
	Iteration 57Q: 3 clusters Score -1931125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1931123.625000 Penalty: 4680.750488
	Iteration 58Q: 3 clusters Score -1931124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1931124.750000 Penalty: 4680.750488
	Iteration 59Q: 3 clusters Score -1931125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1931123.875000 Penalty: 4680.750488
	Iteration 60F: 3 clusters Score -1931124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1931123.625000 Penalty: 4680.750488
	Iteration 61Q: 3 clusters Score -1931124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1931125.500000 Penalty: 4680.750488
	Iteration 62Q: 3 clusters Score -1931126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1931124.875000 Penalty: 4680.750488
	Iteration 63Q: 3 clusters Score -1931125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1931127.000000 Penalty: 4680.750488
	Iteration 64Q: 3 clusters Score -1931127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1931127.000000 Penalty: 4680.750488
	Iteration 65F: 3 clusters Score -1931127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142698.968750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143144.296875 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143144.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143396.203125 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143396.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143620.218750 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143620.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143882.156250 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143882.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144117.468750 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -144117.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144278.390625 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -144278.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144336.093750 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144336.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144369.937500 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144369.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144388.125000 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144401.703125 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144407.375000 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -144410.078125 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -144415.312500 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144426.375000 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144434.453125 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -144434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144440.625000 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -144440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144447.921875 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -144447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144447.921875 Penalty: 3448.553467
	Iteration 18F: 3 clusters Score -144447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54263 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100640 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37924 members 
Mstep: Class 12 contains 81345 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 69352 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 101484 members 
Mstep: Class 19 contains 103991 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 22 contains 104515 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 399Q: 26 clusters Score -1.377791e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54263 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100636 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37923 members 
Mstep: Class 12 contains 81342 members 
Mstep: Class 13 contains 40459 members 
Mstep: Class 14 contains 69355 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58257 members 
Mstep: Class 18 contains 101487 members 
Mstep: Class 19 contains 103997 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 22 contains 104503 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 400F: 26 clusters Score -1.377791e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54261 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100638 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37921 members 
Mstep: Class 12 contains 81337 members 
Mstep: Class 13 contains 40460 members 
Mstep: Class 14 contains 69358 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58257 members 
Mstep: Class 18 contains 101497 members 
Mstep: Class 19 contains 104005 members 
Mstep: Class 20 contains 38058 members 
Mstep: Class 22 contains 104494 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779120.000000 Penalty: 85112.554688
Iteration 401Q: 26 clusters Score -1.377791e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54261 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100633 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37919 members 
Mstep: Class 12 contains 81334 members 
Mstep: Class 13 contains 40461 members 
Mstep: Class 14 contains 69359 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58257 members 
Mstep: Class 18 contains 101512 members 
Mstep: Class 19 contains 104002 members 
Mstep: Class 20 contains 38057 members 
Mstep: Class 22 contains 104490 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 402Q: 26 clusters Score -1.377791e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54259 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100627 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37918 members 
Mstep: Class 12 contains 81335 members 
Mstep: Class 13 contains 40466 members 
Mstep: Class 14 contains 69361 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58258 members 
Mstep: Class 18 contains 101506 members 
Mstep: Class 19 contains 104009 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 22 contains 104486 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 403Q: 26 clusters Score -1.377791e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54257 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37916 members 
Mstep: Class 12 contains 81336 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69365 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58261 members 
Mstep: Class 18 contains 101494 members 
Mstep: Class 19 contains 104017 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 22 contains 104490 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 404Q: 26 clusters Score -1.37779e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54253 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100612 members 
Mstep: Class 9 contains 48371 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37916 members 
Mstep: Class 12 contains 81334 members 
Mstep: Class 13 contains 40471 members 
Mstep: Class 14 contains 69369 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58261 members 
Mstep: Class 18 contains 101496 members 
Mstep: Class 19 contains 104034 members 
Mstep: Class 20 contains 38056 members 
Mstep: Class 22 contains 104481 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 405Q: 26 clusters Score -1.37779e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54247 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100604 members 
Mstep: Class 9 contains 48376 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37915 members 
Mstep: Class 12 contains 81332 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 69375 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58262 members 
Mstep: Class 18 contains 101495 members 
Mstep: Class 19 contains 104047 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 22 contains 104480 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 406Q: 26 clusters Score -1.37779e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54247 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100601 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37915 members 
Mstep: Class 12 contains 81332 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 69384 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58264 members 
Mstep: Class 18 contains 101496 members 
Mstep: Class 19 contains 104042 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 22 contains 104472 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 407Q: 26 clusters Score -1.37779e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54246 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100597 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37914 members 
Mstep: Class 12 contains 81341 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69386 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58262 members 
Mstep: Class 18 contains 101501 members 
Mstep: Class 19 contains 104046 members 
Mstep: Class 20 contains 38051 members 
Mstep: Class 22 contains 104462 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 408Q: 26 clusters Score -1.37779e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54246 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100592 members 
Mstep: Class 9 contains 48383 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37915 members 
Mstep: Class 12 contains 81340 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69393 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 58263 members 
Mstep: Class 18 contains 101497 members 
Mstep: Class 19 contains 104051 members 
Mstep: Class 20 contains 38049 members 
Mstep: Class 22 contains 104461 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 409Q: 26 clusters Score -1.37779e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54246 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100587 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37914 members 
Mstep: Class 12 contains 81338 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69396 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 101488 members 
Mstep: Class 19 contains 104082 members 
Mstep: Class 20 contains 38048 members 
Mstep: Class 22 contains 104436 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 410Q: 26 clusters Score -1.377791e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 54238 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100584 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37912 members 
Mstep: Class 12 contains 81332 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69402 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58277 members 
Mstep: Class 18 contains 101466 members 
Mstep: Class 19 contains 104098 members 
Mstep: Class 20 contains 38046 members 
Mstep: Class 22 contains 104438 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 411Q: 26 clusters Score -1.377791e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54232 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100581 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37913 members 
Mstep: Class 12 contains 81331 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 69406 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 101445 members 
Mstep: Class 19 contains 104103 members 
Mstep: Class 20 contains 38052 members 
Mstep: Class 22 contains 104438 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 85112.554688
Iteration 412Q: 26 clusters Score -1.377792e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54232 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100577 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37913 members 
Mstep: Class 12 contains 81330 members 
Mstep: Class 13 contains 40470 members 
Mstep: Class 14 contains 69412 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 101428 members 
Mstep: Class 19 contains 104105 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 22 contains 104445 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 85112.554688
Iteration 413Q: 26 clusters Score -1.377792e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 54223 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100572 members 
Mstep: Class 9 contains 48407 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37914 members 
Mstep: Class 12 contains 81321 members 
Mstep: Class 13 contains 40472 members 
Mstep: Class 14 contains 69417 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58277 members 
Mstep: Class 18 contains 101429 members 
Mstep: Class 19 contains 104109 members 
Mstep: Class 20 contains 38058 members 
Mstep: Class 22 contains 104456 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 414Q: 26 clusters Score -1.377791e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54221 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100576 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37914 members 
Mstep: Class 12 contains 81321 members 
Mstep: Class 13 contains 40473 members 
Mstep: Class 14 contains 69418 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101416 members 
Mstep: Class 19 contains 104116 members 
Mstep: Class 20 contains 38063 members 
Mstep: Class 22 contains 104455 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779248.000000 Penalty: 85112.554688
Iteration 415Q: 26 clusters Score -1.377792e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100574 members 
Mstep: Class 9 contains 48410 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37915 members 
Mstep: Class 12 contains 81315 members 
Mstep: Class 13 contains 40475 members 
Mstep: Class 14 contains 69425 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101418 members 
Mstep: Class 19 contains 104113 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 22 contains 104456 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779024.000000 Penalty: 85112.554688
Iteration 416Q: 26 clusters Score -1.37779e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 54215 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100570 members 
Mstep: Class 9 contains 48412 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37913 members 
Mstep: Class 12 contains 81315 members 
Mstep: Class 13 contains 40473 members 
Mstep: Class 14 contains 69430 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101410 members 
Mstep: Class 19 contains 104115 members 
Mstep: Class 20 contains 38056 members 
Mstep: Class 22 contains 104466 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 417Q: 26 clusters Score -1.37779e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100572 members 
Mstep: Class 9 contains 48410 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37914 members 
Mstep: Class 12 contains 81310 members 
Mstep: Class 13 contains 40474 members 
Mstep: Class 14 contains 69433 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101409 members 
Mstep: Class 19 contains 104114 members 
Mstep: Class 20 contains 38056 members 
Mstep: Class 22 contains 104469 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 418Q: 26 clusters Score -1.377791e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100564 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37913 members 
Mstep: Class 12 contains 81308 members 
Mstep: Class 13 contains 40477 members 
Mstep: Class 14 contains 69430 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58277 members 
Mstep: Class 18 contains 101396 members 
Mstep: Class 19 contains 104118 members 
Mstep: Class 20 contains 38053 members 
Mstep: Class 22 contains 104492 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 419Q: 26 clusters Score -1.377791e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100566 members 
Mstep: Class 9 contains 48422 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37912 members 
Mstep: Class 12 contains 81303 members 
Mstep: Class 13 contains 40476 members 
Mstep: Class 14 contains 69435 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101387 members 
Mstep: Class 19 contains 104128 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 22 contains 104485 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 420F: 26 clusters Score -1.377791e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54209 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100560 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37912 members 
Mstep: Class 12 contains 81293 members 
Mstep: Class 13 contains 40476 members 
Mstep: Class 14 contains 69438 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 101390 members 
Mstep: Class 19 contains 104145 members 
Mstep: Class 20 contains 38051 members 
Mstep: Class 22 contains 104478 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 421Q: 26 clusters Score -1.377791e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100553 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37910 members 
Mstep: Class 12 contains 81290 members 
Mstep: Class 13 contains 40476 members 
Mstep: Class 14 contains 69443 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 101389 members 
Mstep: Class 19 contains 104165 members 
Mstep: Class 20 contains 38045 members 
Mstep: Class 22 contains 104467 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779120.000000 Penalty: 85112.554688
Iteration 422Q: 26 clusters Score -1.377791e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54209 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100547 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37909 members 
Mstep: Class 12 contains 81286 members 
Mstep: Class 13 contains 40478 members 
Mstep: Class 14 contains 69446 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 101389 members 
Mstep: Class 19 contains 104162 members 
Mstep: Class 20 contains 38044 members 
Mstep: Class 22 contains 104475 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779200.000000 Penalty: 85112.554688
Iteration 423Q: 26 clusters Score -1.377792e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100536 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37908 members 
Mstep: Class 12 contains 81273 members 
Mstep: Class 13 contains 40478 members 
Mstep: Class 14 contains 69442 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 101403 members 
Mstep: Class 19 contains 104163 members 
Mstep: Class 20 contains 38046 members 
Mstep: Class 22 contains 104474 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779184.000000 Penalty: 85112.554688
Iteration 424Q: 26 clusters Score -1.377792e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54221 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100530 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37908 members 
Mstep: Class 12 contains 81266 members 
Mstep: Class 13 contains 40480 members 
Mstep: Class 14 contains 69440 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 101417 members 
Mstep: Class 19 contains 104163 members 
Mstep: Class 20 contains 38040 members 
Mstep: Class 22 contains 104473 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 425Q: 26 clusters Score -1.377791e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54218 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100531 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37908 members 
Mstep: Class 12 contains 81264 members 
Mstep: Class 13 contains 40482 members 
Mstep: Class 14 contains 69437 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 101421 members 
Mstep: Class 19 contains 104171 members 
Mstep: Class 20 contains 38042 members 
Mstep: Class 22 contains 104465 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 426Q: 26 clusters Score -1.377791e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100531 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37908 members 
Mstep: Class 12 contains 81263 members 
Mstep: Class 13 contains 40484 members 
Mstep: Class 14 contains 69440 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101422 members 
Mstep: Class 19 contains 104177 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 22 contains 104462 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 85112.554688
Iteration 427Q: 26 clusters Score -1.377792e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100530 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37907 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 69440 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 101418 members 
Mstep: Class 19 contains 104185 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 22 contains 104464 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 428Q: 26 clusters Score -1.377791e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54214 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100521 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37907 members 
Mstep: Class 12 contains 81259 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 69435 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 101405 members 
Mstep: Class 19 contains 104209 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 22 contains 104469 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779120.000000 Penalty: 85112.554688
Iteration 429Q: 26 clusters Score -1.377791e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100511 members 
Mstep: Class 9 contains 48445 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81260 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 69433 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 101403 members 
Mstep: Class 19 contains 104233 members 
Mstep: Class 20 contains 38045 members 
Mstep: Class 22 contains 104464 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778976.000000 Penalty: 85112.554688
Iteration 430Q: 26 clusters Score -1.37779e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54204 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100502 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81262 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 69434 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 101401 members 
Mstep: Class 19 contains 104259 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 22 contains 104458 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 431Q: 26 clusters Score -1.377789e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54200 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100499 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81258 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 69438 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58272 members 
Mstep: Class 18 contains 101396 members 
Mstep: Class 19 contains 104288 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 22 contains 104443 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 432Q: 26 clusters Score -1.37779e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54195 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100491 members 
Mstep: Class 9 contains 48439 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81253 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 69437 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 101394 members 
Mstep: Class 19 contains 104325 members 
Mstep: Class 20 contains 38036 members 
Mstep: Class 22 contains 104422 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779152.000000 Penalty: 85112.554688
Iteration 433Q: 26 clusters Score -1.377792e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54179 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100489 members 
Mstep: Class 9 contains 48435 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81247 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 69442 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 101388 members 
Mstep: Class 19 contains 104354 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 22 contains 104419 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779248.000000 Penalty: 85112.554688
Iteration 434Q: 26 clusters Score -1.377792e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54172 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100489 members 
Mstep: Class 9 contains 48432 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81242 members 
Mstep: Class 13 contains 40488 members 
Mstep: Class 14 contains 69441 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 101378 members 
Mstep: Class 19 contains 104373 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 22 contains 104429 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779264.000000 Penalty: 85112.554688
Iteration 435Q: 26 clusters Score -1.377793e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54161 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100484 members 
Mstep: Class 9 contains 48434 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 81237 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 69445 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 101369 members 
Mstep: Class 19 contains 104398 members 
Mstep: Class 20 contains 38029 members 
Mstep: Class 22 contains 104429 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779424.000000 Penalty: 85112.554688
Iteration 436Q: 26 clusters Score -1.377794e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 54158 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100477 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37904 members 
Mstep: Class 12 contains 81244 members 
Mstep: Class 13 contains 40488 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 101348 members 
Mstep: Class 19 contains 104420 members 
Mstep: Class 20 contains 38028 members 
Mstep: Class 22 contains 104438 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779472.000000 Penalty: 85112.554688
Iteration 437Q: 26 clusters Score -1.377795e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 54156 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100471 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37903 members 
Mstep: Class 12 contains 81242 members 
Mstep: Class 13 contains 40490 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 101337 members 
Mstep: Class 19 contains 104448 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 22 contains 104433 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779440.000000 Penalty: 85112.554688
Iteration 438Q: 26 clusters Score -1.377794e+08 nChanged 185
Entering ConstructFrom: 
Score: -137779440.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -307683.781250 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -307683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -305047.406250 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -305047.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305506.406250 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -305506.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -305625.906250 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -305625.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -305708.812500 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -305708.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -305746.656250 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -305746.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305771.156250 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -305771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -305783.000000 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -305783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -305795.125000 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -305795.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -305807.906250 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -305807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -305816.875000 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -305816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -305823.375000 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -305823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -305827.656250 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -305827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -305831.718750 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -305831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -305832.531250 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -305832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -305833.531250 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -305833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -305833.531250 Penalty: 3767.561523
	Iteration 15F: 3 clusters Score -305833.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40844.535156 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40844.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41155.500000 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41155.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41314.500000 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41314.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41443.554688 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -41443.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41516.554688 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41516.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41545.480469 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41545.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41580.468750 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41580.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41623.718750 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41623.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41660.398438 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41667.257812 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41667.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41667.257812 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -41667.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1393366.375000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1393366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1385843.500000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1385844 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1388041.750000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1388042 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1388393.875000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1388394 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1388673.500000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1388674 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1388907.750000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1388908 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1389129.375000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1389129 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1389341.375000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1389341 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1389524.375000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1389524 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1389690.750000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1389691 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1389815.625000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1389816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1389954.250000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1389954 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1390117.375000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1390117 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1390297.500000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1390298 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1390489.750000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1390490 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1390667.000000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1390667 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1390800.750000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1390801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1390936.750000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1390937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1391061.125000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1391061 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1391153.000000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1391153 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1391240.125000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1391240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1391315.375000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1391315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1391379.750000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1391380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1391437.500000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1391438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1391488.000000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1391488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1391535.375000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1391535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1391563.000000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1391563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1391598.875000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1391599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1391622.500000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1391622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1391649.375000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1391649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1391679.125000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1391679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1391701.625000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1391702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1391722.625000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1391723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1391745.000000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1391745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1391774.250000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1391774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1391791.750000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1391792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1391806.250000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1391806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1391821.875000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1391822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1391837.500000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1391838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1391858.625000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1391859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1391869.750000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1391870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1391881.000000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1391881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1391891.750000 Penalty: 4562.189941
	Iteration 41Q: 3 clusters Score -1391892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1391900.500000 Penalty: 4562.189941
	Iteration 42Q: 3 clusters Score -1391900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1391905.875000 Penalty: 4562.189941
	Iteration 43Q: 3 clusters Score -1391906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1391913.125000 Penalty: 4562.189941
	Iteration 44Q: 3 clusters Score -1391913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1391916.875000 Penalty: 4562.189941
	Iteration 45Q: 3 clusters Score -1391917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1391917.625000 Penalty: 4562.189941
	Iteration 46Q: 3 clusters Score -1391918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1391917.000000 Penalty: 4562.189941
	Iteration 47Q: 3 clusters Score -1391917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1391917.750000 Penalty: 4562.189941
	Iteration 48Q: 3 clusters Score -1391918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1391917.750000 Penalty: 4562.189941
	Iteration 49F: 3 clusters Score -1391918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -825534.062500 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -825534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -820676.750000 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -820676.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -821926.250000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -821926.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -822201.187500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -822201.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -822395.312500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -822395.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -822587.375000 Penalty: 4281.270020
	Iteration 4Q: 3 clusters Score -822587.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -822792.000000 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -822792 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -822990.750000 Penalty: 4281.270020
	Iteration 6Q: 3 clusters Score -822990.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -823169.937500 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -823169.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -823342.250000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -823342.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -823484.437500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -823484.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -823601.812500 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -823601.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -823704.312500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -823704.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -823783.562500 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -823783.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -823846.062500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -823846.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -823895.000000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -823895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -823926.312500 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -823926.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -823950.687500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -823950.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -823967.687500 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -823967.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -823977.937500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -823977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -823986.000000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -823986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -823992.625000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -823992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -823994.437500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -823994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -824000.125000 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -824000.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -824003.437500 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -824003.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -824009.187500 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -824009.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -824013.937500 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -824013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -824015.812500 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -824015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -824016.062500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -824016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -824017.125000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -824017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -824019.187500 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -824019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -824019.437500 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -824019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -824022.187500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -824022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -824025.375000 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -824025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -824029.875000 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -824029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -824033.000000 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -824033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -824036.625000 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -824036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -824038.937500 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -824038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -824041.812500 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -824041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -824043.312500 Penalty: 4281.270020
	Iteration 38Q: 3 clusters Score -824043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -824044.250000 Penalty: 4281.270020
	Iteration 39Q: 3 clusters Score -824044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -824043.250000 Penalty: 4281.270020
	Iteration 40F: 3 clusters Score -824043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -824044.937500 Penalty: 4281.270020
	Iteration 41Q: 3 clusters Score -824044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -824045.812500 Penalty: 4281.270020
	Iteration 42Q: 3 clusters Score -824045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -824046.312500 Penalty: 4281.270020
	Iteration 43Q: 3 clusters Score -824046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -824047.312500 Penalty: 4281.270020
	Iteration 44Q: 3 clusters Score -824047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -824047.312500 Penalty: 4281.270020
	Iteration 45F: 3 clusters Score -824047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Entering Unmasked Estep 
Score: -8154276.500000 Penalty: 2703.097412
	Iteration 0F: 2 clusters Score -8154276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -8117755.000000 Penalty: 5406.194824
	Iteration 0F: 3 clusters Score -8117755 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -8131484.000000 Penalty: 5406.194824
	Iteration 1F: 3 clusters Score -8131484 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8132007.500000 Penalty: 5406.194824
	Iteration 2Q: 3 clusters Score -8132008 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -8132523.000000 Penalty: 5406.194824
	Iteration 3Q: 3 clusters Score -8132523 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8133176.500000 Penalty: 5406.194824
	Iteration 4Q: 3 clusters Score -8133176 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -8134088.500000 Penalty: 5406.194824
	Iteration 5Q: 3 clusters Score -8134088 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -8135470.000000 Penalty: 5406.194824
	Iteration 6Q: 3 clusters Score -8135470 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8137748.500000 Penalty: 5406.194824
	Iteration 7F: 3 clusters Score -8137748 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8140949.000000 Penalty: 5406.194824
	Iteration 8F: 3 clusters Score -8140949 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8144595.000000 Penalty: 5406.194824
	Iteration 9F: 3 clusters Score -8144595 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8147672.000000 Penalty: 5406.194824
	Iteration 10F: 3 clusters Score -8147672 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -8149668.500000 Penalty: 5406.194824
	Iteration 11Q: 3 clusters Score -8149668 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -8150852.500000 Penalty: 5406.194824
	Iteration 12Q: 3 clusters Score -8150852 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -8151501.500000 Penalty: 5406.194824
	Iteration 13Q: 3 clusters Score -8151502 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -8151779.500000 Penalty: 5406.194824
	Iteration 14Q: 3 clusters Score -8151780 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -8151946.000000 Penalty: 5406.194824
	Iteration 15Q: 3 clusters Score -8151946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -8152053.000000 Penalty: 5406.194824
	Iteration 16Q: 3 clusters Score -8152053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -8152080.000000 Penalty: 5406.194824
	Iteration 17Q: 3 clusters Score -8152080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -8152099.000000 Penalty: 5406.194824
	Iteration 18Q: 3 clusters Score -8152099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8152136.000000 Penalty: 5406.194824
	Iteration 19Q: 3 clusters Score -8152136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -8152153.000000 Penalty: 5406.194824
	Iteration 20F: 3 clusters Score -8152153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -8152167.000000 Penalty: 5406.194824
	Iteration 21Q: 3 clusters Score -8152167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -8152171.500000 Penalty: 5406.194824
	Iteration 22Q: 3 clusters Score -8152172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -8152175.500000 Penalty: 5406.194824
	Iteration 23Q: 3 clusters Score -8152176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -8152176.500000 Penalty: 5406.194824
	Iteration 24Q: 3 clusters Score -8152176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -8152180.500000 Penalty: 5406.194824
	Iteration 25Q: 3 clusters Score -8152180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -8152178.500000 Penalty: 5406.194824
	Iteration 26Q: 3 clusters Score -8152178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -8152184.000000 Penalty: 5406.194824
	Iteration 27Q: 3 clusters Score -8152184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -8152183.000000 Penalty: 5406.194824
	Iteration 28Q: 3 clusters Score -8152183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -8152181.500000 Penalty: 5406.194824
	Iteration 29Q: 3 clusters Score -8152182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -8152180.000000 Penalty: 5406.194824
	Iteration 30Q: 3 clusters Score -8152180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -8152182.000000 Penalty: 5406.194824
	Iteration 31Q: 3 clusters Score -8152182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -8152181.000000 Penalty: 5406.194824
	Iteration 32Q: 3 clusters Score -8152181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -8152186.000000 Penalty: 5406.194824
	Iteration 33Q: 3 clusters Score -8152186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -8152186.500000 Penalty: 5406.194824
	Iteration 34Q: 3 clusters Score -8152186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -8152190.000000 Penalty: 5406.194824
	Iteration 35Q: 3 clusters Score -8152190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -8152190.000000 Penalty: 5406.194824
	Iteration 36F: 3 clusters Score -8152190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111590.734375 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111590.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112146.281250 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112146.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112465.406250 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112465.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112745.210938 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -112745.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113113.531250 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -113113.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113629.445312 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -113629.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113738.062500 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -113738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113798.570312 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -113798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113817.046875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -113817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113823.656250 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113829.304688 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113829.304688 Penalty: 3339.176514
	Iteration 11F: 3 clusters Score -113829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100468 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37900 members 
Mstep: Class 12 contains 81243 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101329 members 
Mstep: Class 19 contains 104465 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 104426 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777808.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137779440.000000 to -137777808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -505591.000000 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -505591 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 1959 members 
Entering Unmasked Estep 
Score: -501821.062500 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -501821.1 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -503065.312500 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -503065.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -503796.531250 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -503796.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -504228.750000 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -504228.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -504473.875000 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -504473.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -504650.437500 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -504650.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -504753.281250 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -504753.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -504835.343750 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -504835.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -504908.625000 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -504908.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -504967.500000 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -504967.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -505007.937500 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -505007.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -505030.312500 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -505030.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -505045.281250 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -505045.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -505065.875000 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -505065.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -505087.281250 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -505087.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -505109.906250 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -505109.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -505120.125000 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -505120.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -505128.656250 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -505128.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -505133.281250 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -505133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -505139.500000 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -505139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -505146.156250 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -505146.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -505152.000000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -505152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -505161.093750 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -505161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -505162.593750 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -505162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -505168.468750 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -505168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -505169.093750 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -505169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -505172.750000 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -505172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -505174.781250 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -505174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -505177.750000 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -505177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -505179.781250 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -505179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -505182.562500 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -505182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -505186.312500 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -505186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -505188.718750 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -505188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -505190.687500 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -505190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -505193.187500 Penalty: 4098.868652
	Iteration 34Q: 3 clusters Score -505193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -505193.281250 Penalty: 4098.868652
	Iteration 35Q: 3 clusters Score -505193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -505193.156250 Penalty: 4098.868652
	Iteration 36Q: 3 clusters Score -505193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -505193.156250 Penalty: 4098.868652
	Iteration 37F: 3 clusters Score -505193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Entering Unmasked Estep 
Score: -15574139.000000 Penalty: 2856.363281
	Iteration 0F: 2 clusters Score -1.557414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -15510421.000000 Penalty: 5712.726562
	Iteration 0F: 3 clusters Score -1.551042e+07 nChanged 47594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -15537336.000000 Penalty: 5712.726562
	Iteration 1F: 3 clusters Score -1.553734e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -15538153.000000 Penalty: 5712.726562
	Iteration 2Q: 3 clusters Score -1.553815e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -15539031.000000 Penalty: 5712.726562
	Iteration 3Q: 3 clusters Score -1.553903e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -15539880.000000 Penalty: 5712.726562
	Iteration 4Q: 3 clusters Score -1.553988e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -15540756.000000 Penalty: 5712.726562
	Iteration 5Q: 3 clusters Score -1.554076e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -15542088.000000 Penalty: 5712.726562
	Iteration 6Q: 3 clusters Score -1.554209e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -15543614.000000 Penalty: 5712.726562
	Iteration 7Q: 3 clusters Score -1.554361e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -15545473.000000 Penalty: 5712.726562
	Iteration 8Q: 3 clusters Score -1.554547e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -15547908.000000 Penalty: 5712.726562
	Iteration 9Q: 3 clusters Score -1.554791e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -15550892.000000 Penalty: 5712.726562
	Iteration 10F: 3 clusters Score -1.555089e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -15554372.000000 Penalty: 5712.726562
	Iteration 11F: 3 clusters Score -1.555437e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -15557500.000000 Penalty: 5712.726562
	Iteration 12F: 3 clusters Score -1.55575e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -15559437.000000 Penalty: 5712.726562
	Iteration 13Q: 3 clusters Score -1.555944e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -15560655.000000 Penalty: 5712.726562
	Iteration 14Q: 3 clusters Score -1.556066e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -15561247.000000 Penalty: 5712.726562
	Iteration 15Q: 3 clusters Score -1.556125e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -15561626.000000 Penalty: 5712.726562
	Iteration 16Q: 3 clusters Score -1.556163e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -15561831.000000 Penalty: 5712.726562
	Iteration 17Q: 3 clusters Score -1.556183e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -15562016.000000 Penalty: 5712.726562
	Iteration 18Q: 3 clusters Score -1.556202e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -15562301.000000 Penalty: 5712.726562
	Iteration 19Q: 3 clusters Score -1.55623e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -15562513.000000 Penalty: 5712.726562
	Iteration 20F: 3 clusters Score -1.556251e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -15562693.000000 Penalty: 5712.726562
	Iteration 21Q: 3 clusters Score -1.556269e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -15562888.000000 Penalty: 5712.726562
	Iteration 22Q: 3 clusters Score -1.556289e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -15563139.000000 Penalty: 5712.726562
	Iteration 23Q: 3 clusters Score -1.556314e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -15563414.000000 Penalty: 5712.726562
	Iteration 24Q: 3 clusters Score -1.556341e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -15563672.000000 Penalty: 5712.726562
	Iteration 25Q: 3 clusters Score -1.556367e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -15563912.000000 Penalty: 5712.726562
	Iteration 26Q: 3 clusters Score -1.556391e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -15564218.000000 Penalty: 5712.726562
	Iteration 27Q: 3 clusters Score -1.556422e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -15564546.000000 Penalty: 5712.726562
	Iteration 28Q: 3 clusters Score -1.556455e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -15564807.000000 Penalty: 5712.726562
	Iteration 29Q: 3 clusters Score -1.556481e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -15565225.000000 Penalty: 5712.726562
	Iteration 30Q: 3 clusters Score -1.556522e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -15565621.000000 Penalty: 5712.726562
	Iteration 31Q: 3 clusters Score -1.556562e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -15566064.000000 Penalty: 5712.726562
	Iteration 32Q: 3 clusters Score -1.556606e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -15566433.000000 Penalty: 5712.726562
	Iteration 33Q: 3 clusters Score -1.556643e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -15566820.000000 Penalty: 5712.726562
	Iteration 34Q: 3 clusters Score -1.556682e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -15567243.000000 Penalty: 5712.726562
	Iteration 35Q: 3 clusters Score -1.556724e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -15567619.000000 Penalty: 5712.726562
	Iteration 36Q: 3 clusters Score -1.556762e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -15568053.000000 Penalty: 5712.726562
	Iteration 37Q: 3 clusters Score -1.556805e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -15568231.000000 Penalty: 5712.726562
	Iteration 38Q: 3 clusters Score -1.556823e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -15568506.000000 Penalty: 5712.726562
	Iteration 39Q: 3 clusters Score -1.556851e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -15568716.000000 Penalty: 5712.726562
	Iteration 40F: 3 clusters Score -1.556872e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -15568906.000000 Penalty: 5712.726562
	Iteration 41Q: 3 clusters Score -1.556891e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -15569066.000000 Penalty: 5712.726562
	Iteration 42Q: 3 clusters Score -1.556907e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -15569163.000000 Penalty: 5712.726562
	Iteration 43Q: 3 clusters Score -1.556916e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -15569319.000000 Penalty: 5712.726562
	Iteration 44Q: 3 clusters Score -1.556932e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -15569525.000000 Penalty: 5712.726562
	Iteration 45Q: 3 clusters Score -1.556952e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -15569641.000000 Penalty: 5712.726562
	Iteration 46Q: 3 clusters Score -1.556964e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -15569767.000000 Penalty: 5712.726562
	Iteration 47Q: 3 clusters Score -1.556977e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -15569961.000000 Penalty: 5712.726562
	Iteration 48Q: 3 clusters Score -1.556996e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -15570148.000000 Penalty: 5712.726562
	Iteration 49Q: 3 clusters Score -1.557015e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -15570258.000000 Penalty: 5712.726562
	Iteration 50Q: 3 clusters Score -1.557026e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -15570458.000000 Penalty: 5712.726562
	Iteration 51Q: 3 clusters Score -1.557046e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -15570572.000000 Penalty: 5712.726562
	Iteration 52Q: 3 clusters Score -1.557057e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -15570683.000000 Penalty: 5712.726562
	Iteration 53Q: 3 clusters Score -1.557068e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -15570893.000000 Penalty: 5712.726562
	Iteration 54Q: 3 clusters Score -1.557089e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -15571084.000000 Penalty: 5712.726562
	Iteration 55Q: 3 clusters Score -1.557108e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -15571115.000000 Penalty: 5712.726562
	Iteration 56Q: 3 clusters Score -1.557112e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -15571223.000000 Penalty: 5712.726562
	Iteration 57Q: 3 clusters Score -1.557122e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -15571324.000000 Penalty: 5712.726562
	Iteration 58Q: 3 clusters Score -1.557132e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -15571383.000000 Penalty: 5712.726562
	Iteration 59Q: 3 clusters Score -1.557138e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -15571421.000000 Penalty: 5712.726562
	Iteration 60F: 3 clusters Score -1.557142e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -15571460.000000 Penalty: 5712.726562
	Iteration 61Q: 3 clusters Score -1.557146e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -15571517.000000 Penalty: 5712.726562
	Iteration 62Q: 3 clusters Score -1.557152e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -15571557.000000 Penalty: 5712.726562
	Iteration 63Q: 3 clusters Score -1.557156e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -15571576.000000 Penalty: 5712.726562
	Iteration 64Q: 3 clusters Score -1.557158e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -15571625.000000 Penalty: 5712.726562
	Iteration 65Q: 3 clusters Score -1.557162e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -15571704.000000 Penalty: 5712.726562
	Iteration 66Q: 3 clusters Score -1.55717e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -15571685.000000 Penalty: 5712.726562
	Iteration 67Q: 3 clusters Score -1.557168e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -15571708.000000 Penalty: 5712.726562
	Iteration 68Q: 3 clusters Score -1.557171e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -15571685.000000 Penalty: 5712.726562
	Iteration 69Q: 3 clusters Score -1.557168e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -15571733.000000 Penalty: 5712.726562
	Iteration 70Q: 3 clusters Score -1.557173e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -15571762.000000 Penalty: 5712.726562
	Iteration 71Q: 3 clusters Score -1.557176e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -15571775.000000 Penalty: 5712.726562
	Iteration 72Q: 3 clusters Score -1.557178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -15571810.000000 Penalty: 5712.726562
	Iteration 73Q: 3 clusters Score -1.557181e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -15571809.000000 Penalty: 5712.726562
	Iteration 74Q: 3 clusters Score -1.557181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -15571825.000000 Penalty: 5712.726562
	Iteration 75Q: 3 clusters Score -1.557182e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -15571840.000000 Penalty: 5712.726562
	Iteration 76Q: 3 clusters Score -1.557184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -15571863.000000 Penalty: 5712.726562
	Iteration 77Q: 3 clusters Score -1.557186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -15571852.000000 Penalty: 5712.726562
	Iteration 78Q: 3 clusters Score -1.557185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -15571875.000000 Penalty: 5712.726562
	Iteration 79Q: 3 clusters Score -1.557188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -15571871.000000 Penalty: 5712.726562
	Iteration 80F: 3 clusters Score -1.557187e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -15571869.000000 Penalty: 5712.726562
	Iteration 81Q: 3 clusters Score -1.557187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -15571888.000000 Penalty: 5712.726562
	Iteration 82Q: 3 clusters Score -1.557189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -15571886.000000 Penalty: 5712.726562
	Iteration 83Q: 3 clusters Score -1.557189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -15571894.000000 Penalty: 5712.726562
	Iteration 84Q: 3 clusters Score -1.557189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -15571920.000000 Penalty: 5712.726562
	Iteration 85Q: 3 clusters Score -1.557192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -15571932.000000 Penalty: 5712.726562
	Iteration 86Q: 3 clusters Score -1.557193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 98059 members 
Entering Unmasked Estep 
Score: -15571908.000000 Penalty: 5712.726562
	Iteration 87Q: 3 clusters Score -1.557191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -15571916.000000 Penalty: 5712.726562
	Iteration 88Q: 3 clusters Score -1.557192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -15571936.000000 Penalty: 5712.726562
	Iteration 89Q: 3 clusters Score -1.557194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -15571932.000000 Penalty: 5712.726562
	Iteration 90Q: 3 clusters Score -1.557193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -15571945.000000 Penalty: 5712.726562
	Iteration 91Q: 3 clusters Score -1.557194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -15571956.000000 Penalty: 5712.726562
	Iteration 92Q: 3 clusters Score -1.557196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -15571961.000000 Penalty: 5712.726562
	Iteration 93Q: 3 clusters Score -1.557196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -15571952.000000 Penalty: 5712.726562
	Iteration 94Q: 3 clusters Score -1.557195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -15571966.000000 Penalty: 5712.726562
	Iteration 95Q: 3 clusters Score -1.557197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -15571975.000000 Penalty: 5712.726562
	Iteration 96Q: 3 clusters Score -1.557198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15571983.000000 Penalty: 5712.726562
	Iteration 97Q: 3 clusters Score -1.557198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -15571980.000000 Penalty: 5712.726562
	Iteration 98Q: 3 clusters Score -1.557198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -15571983.000000 Penalty: 5712.726562
	Iteration 99Q: 3 clusters Score -1.557198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -15571996.000000 Penalty: 5712.726562
	Iteration 100F: 3 clusters Score -1.5572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -15571995.000000 Penalty: 5712.726562
	Iteration 101Q: 3 clusters Score -1.5572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -15571988.000000 Penalty: 5712.726562
	Iteration 102Q: 3 clusters Score -1.557199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -15571986.000000 Penalty: 5712.726562
	Iteration 103Q: 3 clusters Score -1.557199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -15571979.000000 Penalty: 5712.726562
	Iteration 104Q: 3 clusters Score -1.557198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -15571985.000000 Penalty: 5712.726562
	Iteration 105Q: 3 clusters Score -1.557198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -15571987.000000 Penalty: 5712.726562
	Iteration 106Q: 3 clusters Score -1.557199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -15571981.000000 Penalty: 5712.726562
	Iteration 107Q: 3 clusters Score -1.557198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -15571976.000000 Penalty: 5712.726562
	Iteration 108Q: 3 clusters Score -1.557198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -15571969.000000 Penalty: 5712.726562
	Iteration 109Q: 3 clusters Score -1.557197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -15571955.000000 Penalty: 5712.726562
	Iteration 110Q: 3 clusters Score -1.557196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -15571952.000000 Penalty: 5712.726562
	Iteration 111Q: 3 clusters Score -1.557195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -15571971.000000 Penalty: 5712.726562
	Iteration 112Q: 3 clusters Score -1.557197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -15571968.000000 Penalty: 5712.726562
	Iteration 113Q: 3 clusters Score -1.557197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -15571965.000000 Penalty: 5712.726562
	Iteration 114Q: 3 clusters Score -1.557196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -15571982.000000 Penalty: 5712.726562
	Iteration 115Q: 3 clusters Score -1.557198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 98393 members 
Entering Unmasked Estep 
Score: -15571990.000000 Penalty: 5712.726562
	Iteration 116Q: 3 clusters Score -1.557199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -15571987.000000 Penalty: 5712.726562
	Iteration 117Q: 3 clusters Score -1.557199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -15572000.000000 Penalty: 5712.726562
	Iteration 118Q: 3 clusters Score -1.5572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -15572000.000000 Penalty: 5712.726562
	Iteration 119Q: 3 clusters Score -1.5572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -15572011.000000 Penalty: 5712.726562
	Iteration 120F: 3 clusters Score -1.557201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -15572008.000000 Penalty: 5712.726562
	Iteration 121Q: 3 clusters Score -1.557201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -15571997.000000 Penalty: 5712.726562
	Iteration 122Q: 3 clusters Score -1.5572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -15572000.000000 Penalty: 5712.726562
	Iteration 123Q: 3 clusters Score -1.5572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -15571996.000000 Penalty: 5712.726562
	Iteration 124Q: 3 clusters Score -1.5572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -15572004.000000 Penalty: 5712.726562
	Iteration 125Q: 3 clusters Score -1.5572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -15571999.000000 Penalty: 5712.726562
	Iteration 126Q: 3 clusters Score -1.5572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -15571998.000000 Penalty: 5712.726562
	Iteration 127Q: 3 clusters Score -1.5572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -15571998.000000 Penalty: 5712.726562
	Iteration 128F: 3 clusters Score -1.5572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Entering Unmasked Estep 
Score: -7466876.000000 Penalty: 2675.423584
	Iteration 0F: 2 clusters Score -7466876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -7434482.000000 Penalty: 5350.847168
	Iteration 0F: 3 clusters Score -7434482 nChanged 22187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -7446291.500000 Penalty: 5350.847168
	Iteration 1F: 3 clusters Score -7446292 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -7446721.000000 Penalty: 5350.847168
	Iteration 2Q: 3 clusters Score -7446721 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -7447049.000000 Penalty: 5350.847168
	Iteration 3Q: 3 clusters Score -7447049 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7447407.000000 Penalty: 5350.847168
	Iteration 4Q: 3 clusters Score -7447407 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -7447732.000000 Penalty: 5350.847168
	Iteration 5Q: 3 clusters Score -7447732 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7448215.000000 Penalty: 5350.847168
	Iteration 6Q: 3 clusters Score -7448215 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7448979.500000 Penalty: 5350.847168
	Iteration 7Q: 3 clusters Score -7448980 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -7450168.000000 Penalty: 5350.847168
	Iteration 8Q: 3 clusters Score -7450168 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -7452312.000000 Penalty: 5350.847168
	Iteration 9F: 3 clusters Score -7452312 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7455567.500000 Penalty: 5350.847168
	Iteration 10F: 3 clusters Score -7455568 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -7459280.500000 Penalty: 5350.847168
	Iteration 11F: 3 clusters Score -7459280 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -7462092.500000 Penalty: 5350.847168
	Iteration 12F: 3 clusters Score -7462092 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -7463465.500000 Penalty: 5350.847168
	Iteration 13Q: 3 clusters Score -7463466 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -7464057.500000 Penalty: 5350.847168
	Iteration 14Q: 3 clusters Score -7464058 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -7464361.500000 Penalty: 5350.847168
	Iteration 15Q: 3 clusters Score -7464362 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -7464516.500000 Penalty: 5350.847168
	Iteration 16Q: 3 clusters Score -7464516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -7464624.500000 Penalty: 5350.847168
	Iteration 17Q: 3 clusters Score -7464624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -7464649.000000 Penalty: 5350.847168
	Iteration 18Q: 3 clusters Score -7464649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -7464667.500000 Penalty: 5350.847168
	Iteration 19Q: 3 clusters Score -7464668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7464691.500000 Penalty: 5350.847168
	Iteration 20F: 3 clusters Score -7464692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -7464726.500000 Penalty: 5350.847168
	Iteration 21Q: 3 clusters Score -7464726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -7464749.500000 Penalty: 5350.847168
	Iteration 22Q: 3 clusters Score -7464750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -7464770.500000 Penalty: 5350.847168
	Iteration 23Q: 3 clusters Score -7464770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -7464781.500000 Penalty: 5350.847168
	Iteration 24Q: 3 clusters Score -7464782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -7464798.500000 Penalty: 5350.847168
	Iteration 25Q: 3 clusters Score -7464798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -7464808.500000 Penalty: 5350.847168
	Iteration 26Q: 3 clusters Score -7464808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -7464813.500000 Penalty: 5350.847168
	Iteration 27Q: 3 clusters Score -7464814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -7464821.500000 Penalty: 5350.847168
	Iteration 28Q: 3 clusters Score -7464822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -7464818.500000 Penalty: 5350.847168
	Iteration 29Q: 3 clusters Score -7464818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -7464821.000000 Penalty: 5350.847168
	Iteration 30Q: 3 clusters Score -7464821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -7464822.500000 Penalty: 5350.847168
	Iteration 31Q: 3 clusters Score -7464822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -7464833.000000 Penalty: 5350.847168
	Iteration 32Q: 3 clusters Score -7464833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7464826.500000 Penalty: 5350.847168
	Iteration 33Q: 3 clusters Score -7464826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7464834.000000 Penalty: 5350.847168
	Iteration 34Q: 3 clusters Score -7464834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7464832.500000 Penalty: 5350.847168
	Iteration 35Q: 3 clusters Score -7464832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7464834.500000 Penalty: 5350.847168
	Iteration 36Q: 3 clusters Score -7464834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7464840.500000 Penalty: 5350.847168
	Iteration 37Q: 3 clusters Score -7464840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7464842.000000 Penalty: 5350.847168
	Iteration 38Q: 3 clusters Score -7464842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7464845.000000 Penalty: 5350.847168
	Iteration 39Q: 3 clusters Score -7464845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7464844.500000 Penalty: 5350.847168
	Iteration 40F: 3 clusters Score -7464844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -7464841.000000 Penalty: 5350.847168
	Iteration 41Q: 3 clusters Score -7464841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7464840.500000 Penalty: 5350.847168
	Iteration 42Q: 3 clusters Score -7464840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7464848.000000 Penalty: 5350.847168
	Iteration 43Q: 3 clusters Score -7464848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7464842.500000 Penalty: 5350.847168
	Iteration 44Q: 3 clusters Score -7464842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7464842.500000 Penalty: 5350.847168
	Iteration 45F: 3 clusters Score -7464842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83874.476562 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83874.48 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84509.164062 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84509.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84760.656250 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -84760.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84969.921875 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -84969.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85231.312500 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -85231.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85414.531250 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85414.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85568.804688 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85634.492188 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85634.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85718.781250 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -85718.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85773.265625 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -85773.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85822.757812 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -85822.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85866.789062 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -85866.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85897.601562 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -85897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85900.085938 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -85900.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85900.085938 Penalty: 3225.383789
	Iteration 14F: 3 clusters Score -85900.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100468 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 37900 members 
Mstep: Class 12 contains 81243 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101329 members 
Mstep: Class 19 contains 104465 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 104426 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137778048.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137779440.000000 to -137778048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (37900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Entering Unmasked Estep 
Score: -5714554.500000 Penalty: 2614.591309
	Iteration 0F: 2 clusters Score -5714554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5688910.500000 Penalty: 5229.182617
	Iteration 0F: 3 clusters Score -5688910 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5698271.000000 Penalty: 5229.182617
	Iteration 1F: 3 clusters Score -5698271 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5698679.000000 Penalty: 5229.182617
	Iteration 2Q: 3 clusters Score -5698679 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -5699059.000000 Penalty: 5229.182617
	Iteration 3Q: 3 clusters Score -5699059 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -5699370.000000 Penalty: 5229.182617
	Iteration 4Q: 3 clusters Score -5699370 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -5699692.000000 Penalty: 5229.182617
	Iteration 5Q: 3 clusters Score -5699692 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5700082.000000 Penalty: 5229.182617
	Iteration 6Q: 3 clusters Score -5700082 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5700529.500000 Penalty: 5229.182617
	Iteration 7Q: 3 clusters Score -5700530 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5701208.500000 Penalty: 5229.182617
	Iteration 8Q: 3 clusters Score -5701208 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5702093.000000 Penalty: 5229.182617
	Iteration 9Q: 3 clusters Score -5702093 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5703302.500000 Penalty: 5229.182617
	Iteration 10F: 3 clusters Score -5703302 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -5704913.000000 Penalty: 5229.182617
	Iteration 11F: 3 clusters Score -5704913 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5706605.500000 Penalty: 5229.182617
	Iteration 12F: 3 clusters Score -5706606 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5708074.500000 Penalty: 5229.182617
	Iteration 13Q: 3 clusters Score -5708074 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -5709335.000000 Penalty: 5229.182617
	Iteration 14Q: 3 clusters Score -5709335 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -5710227.000000 Penalty: 5229.182617
	Iteration 15Q: 3 clusters Score -5710227 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5710829.000000 Penalty: 5229.182617
	Iteration 16Q: 3 clusters Score -5710829 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5711201.500000 Penalty: 5229.182617
	Iteration 17Q: 3 clusters Score -5711202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5711414.000000 Penalty: 5229.182617
	Iteration 18Q: 3 clusters Score -5711414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5711549.500000 Penalty: 5229.182617
	Iteration 19Q: 3 clusters Score -5711550 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -5711653.500000 Penalty: 5229.182617
	Iteration 20F: 3 clusters Score -5711654 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5711749.000000 Penalty: 5229.182617
	Iteration 21Q: 3 clusters Score -5711749 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5711836.000000 Penalty: 5229.182617
	Iteration 22Q: 3 clusters Score -5711836 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5711893.000000 Penalty: 5229.182617
	Iteration 23Q: 3 clusters Score -5711893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5711945.500000 Penalty: 5229.182617
	Iteration 24Q: 3 clusters Score -5711946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5712002.000000 Penalty: 5229.182617
	Iteration 25Q: 3 clusters Score -5712002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5712059.000000 Penalty: 5229.182617
	Iteration 26Q: 3 clusters Score -5712059 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -5712113.500000 Penalty: 5229.182617
	Iteration 27Q: 3 clusters Score -5712114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5712142.000000 Penalty: 5229.182617
	Iteration 28Q: 3 clusters Score -5712142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5712177.000000 Penalty: 5229.182617
	Iteration 29Q: 3 clusters Score -5712177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5712205.500000 Penalty: 5229.182617
	Iteration 30Q: 3 clusters Score -5712206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5712222.000000 Penalty: 5229.182617
	Iteration 31Q: 3 clusters Score -5712222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5712240.500000 Penalty: 5229.182617
	Iteration 32Q: 3 clusters Score -5712240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5712247.500000 Penalty: 5229.182617
	Iteration 33Q: 3 clusters Score -5712248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5712242.500000 Penalty: 5229.182617
	Iteration 34Q: 3 clusters Score -5712242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5712253.500000 Penalty: 5229.182617
	Iteration 35Q: 3 clusters Score -5712254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5712260.000000 Penalty: 5229.182617
	Iteration 36Q: 3 clusters Score -5712260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5712268.000000 Penalty: 5229.182617
	Iteration 37Q: 3 clusters Score -5712268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -5712272.500000 Penalty: 5229.182617
	Iteration 38Q: 3 clusters Score -5712272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5712277.000000 Penalty: 5229.182617
	Iteration 39Q: 3 clusters Score -5712277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5712277.000000 Penalty: 5229.182617
	Iteration 40F: 3 clusters Score -5712277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5712279.000000 Penalty: 5229.182617
	Iteration 41Q: 3 clusters Score -5712279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5712290.500000 Penalty: 5229.182617
	Iteration 42Q: 3 clusters Score -5712290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5712297.000000 Penalty: 5229.182617
	Iteration 43Q: 3 clusters Score -5712297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5712303.500000 Penalty: 5229.182617
	Iteration 44Q: 3 clusters Score -5712304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5712301.500000 Penalty: 5229.182617
	Iteration 45Q: 3 clusters Score -5712302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5712313.000000 Penalty: 5229.182617
	Iteration 46Q: 3 clusters Score -5712313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5712318.000000 Penalty: 5229.182617
	Iteration 47Q: 3 clusters Score -5712318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -5712321.500000 Penalty: 5229.182617
	Iteration 48Q: 3 clusters Score -5712322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5712322.000000 Penalty: 5229.182617
	Iteration 49Q: 3 clusters Score -5712322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5712327.000000 Penalty: 5229.182617
	Iteration 50Q: 3 clusters Score -5712327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5712334.000000 Penalty: 5229.182617
	Iteration 51Q: 3 clusters Score -5712334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5712336.000000 Penalty: 5229.182617
	Iteration 52Q: 3 clusters Score -5712336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -5712334.500000 Penalty: 5229.182617
	Iteration 53Q: 3 clusters Score -5712334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5712335.500000 Penalty: 5229.182617
	Iteration 54Q: 3 clusters Score -5712336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5712339.500000 Penalty: 5229.182617
	Iteration 55Q: 3 clusters Score -5712340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5712340.500000 Penalty: 5229.182617
	Iteration 56Q: 3 clusters Score -5712340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5712343.500000 Penalty: 5229.182617
	Iteration 57Q: 3 clusters Score -5712344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5712346.000000 Penalty: 5229.182617
	Iteration 58Q: 3 clusters Score -5712346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5712342.000000 Penalty: 5229.182617
	Iteration 59Q: 3 clusters Score -5712342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5712340.000000 Penalty: 5229.182617
	Iteration 60F: 3 clusters Score -5712340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5712339.500000 Penalty: 5229.182617
	Iteration 61Q: 3 clusters Score -5712340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5712341.500000 Penalty: 5229.182617
	Iteration 62Q: 3 clusters Score -5712342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5712340.000000 Penalty: 5229.182617
	Iteration 63Q: 3 clusters Score -5712340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5712344.000000 Penalty: 5229.182617
	Iteration 64Q: 3 clusters Score -5712344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5712346.500000 Penalty: 5229.182617
	Iteration 65Q: 3 clusters Score -5712346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5712346.500000 Penalty: 5229.182617
	Iteration 66F: 3 clusters Score -5712346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Entering Unmasked Estep 
Score: -12540485.000000 Penalty: 2803.689453
	Iteration 0F: 2 clusters Score -1.254048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -12486549.000000 Penalty: 5607.378906
	Iteration 0F: 3 clusters Score -1.248655e+07 nChanged 38139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -12508310.000000 Penalty: 5607.378906
	Iteration 1F: 3 clusters Score -1.250831e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -12508985.000000 Penalty: 5607.378906
	Iteration 2Q: 3 clusters Score -1.250898e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -12509723.000000 Penalty: 5607.378906
	Iteration 3Q: 3 clusters Score -1.250972e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -12510532.000000 Penalty: 5607.378906
	Iteration 4Q: 3 clusters Score -1.251053e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -12511447.000000 Penalty: 5607.378906
	Iteration 5Q: 3 clusters Score -1.251145e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -12512769.000000 Penalty: 5607.378906
	Iteration 6Q: 3 clusters Score -1.251277e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -12514470.000000 Penalty: 5607.378906
	Iteration 7Q: 3 clusters Score -1.251447e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -12516715.000000 Penalty: 5607.378906
	Iteration 8F: 3 clusters Score -1.251672e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -12519501.000000 Penalty: 5607.378906
	Iteration 9F: 3 clusters Score -1.25195e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -12522680.000000 Penalty: 5607.378906
	Iteration 10F: 3 clusters Score -1.252268e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -12526162.000000 Penalty: 5607.378906
	Iteration 11F: 3 clusters Score -1.252616e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -12529478.000000 Penalty: 5607.378906
	Iteration 12Q: 3 clusters Score -1.252948e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -12532118.000000 Penalty: 5607.378906
	Iteration 13Q: 3 clusters Score -1.253212e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -12533886.000000 Penalty: 5607.378906
	Iteration 14Q: 3 clusters Score -1.253389e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -12534923.000000 Penalty: 5607.378906
	Iteration 15Q: 3 clusters Score -1.253492e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -12535533.000000 Penalty: 5607.378906
	Iteration 16Q: 3 clusters Score -1.253553e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -12535959.000000 Penalty: 5607.378906
	Iteration 17Q: 3 clusters Score -1.253596e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -12536398.000000 Penalty: 5607.378906
	Iteration 18Q: 3 clusters Score -1.25364e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -12536741.000000 Penalty: 5607.378906
	Iteration 19Q: 3 clusters Score -1.253674e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -12536992.000000 Penalty: 5607.378906
	Iteration 20F: 3 clusters Score -1.253699e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -12537265.000000 Penalty: 5607.378906
	Iteration 21Q: 3 clusters Score -1.253726e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -12537498.000000 Penalty: 5607.378906
	Iteration 22Q: 3 clusters Score -1.25375e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -12537637.000000 Penalty: 5607.378906
	Iteration 23Q: 3 clusters Score -1.253764e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -12537814.000000 Penalty: 5607.378906
	Iteration 24Q: 3 clusters Score -1.253781e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -12537991.000000 Penalty: 5607.378906
	Iteration 25Q: 3 clusters Score -1.253799e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12538155.000000 Penalty: 5607.378906
	Iteration 26Q: 3 clusters Score -1.253816e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12538273.000000 Penalty: 5607.378906
	Iteration 27Q: 3 clusters Score -1.253827e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12538393.000000 Penalty: 5607.378906
	Iteration 28Q: 3 clusters Score -1.253839e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -12538448.000000 Penalty: 5607.378906
	Iteration 29Q: 3 clusters Score -1.253845e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -12538526.000000 Penalty: 5607.378906
	Iteration 30Q: 3 clusters Score -1.253853e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12538576.000000 Penalty: 5607.378906
	Iteration 31Q: 3 clusters Score -1.253858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12538619.000000 Penalty: 5607.378906
	Iteration 32Q: 3 clusters Score -1.253862e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12538626.000000 Penalty: 5607.378906
	Iteration 33Q: 3 clusters Score -1.253863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12538659.000000 Penalty: 5607.378906
	Iteration 34Q: 3 clusters Score -1.253866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12538710.000000 Penalty: 5607.378906
	Iteration 35Q: 3 clusters Score -1.253871e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12538721.000000 Penalty: 5607.378906
	Iteration 36Q: 3 clusters Score -1.253872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12538732.000000 Penalty: 5607.378906
	Iteration 37Q: 3 clusters Score -1.253873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12538765.000000 Penalty: 5607.378906
	Iteration 38Q: 3 clusters Score -1.253876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12538785.000000 Penalty: 5607.378906
	Iteration 39Q: 3 clusters Score -1.253878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12538787.000000 Penalty: 5607.378906
	Iteration 40F: 3 clusters Score -1.253879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12538777.000000 Penalty: 5607.378906
	Iteration 41Q: 3 clusters Score -1.253878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12538792.000000 Penalty: 5607.378906
	Iteration 42Q: 3 clusters Score -1.253879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12538786.000000 Penalty: 5607.378906
	Iteration 43Q: 3 clusters Score -1.253879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12538777.000000 Penalty: 5607.378906
	Iteration 44Q: 3 clusters Score -1.253878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12538783.000000 Penalty: 5607.378906
	Iteration 45Q: 3 clusters Score -1.253878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12538782.000000 Penalty: 5607.378906
	Iteration 46Q: 3 clusters Score -1.253878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -12538777.000000 Penalty: 5607.378906
	Iteration 47Q: 3 clusters Score -1.253878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12538781.000000 Penalty: 5607.378906
	Iteration 48Q: 3 clusters Score -1.253878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12538792.000000 Penalty: 5607.378906
	Iteration 49Q: 3 clusters Score -1.253879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12538803.000000 Penalty: 5607.378906
	Iteration 50Q: 3 clusters Score -1.25388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12538806.000000 Penalty: 5607.378906
	Iteration 51Q: 3 clusters Score -1.253881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12538805.000000 Penalty: 5607.378906
	Iteration 52Q: 3 clusters Score -1.25388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12538797.000000 Penalty: 5607.378906
	Iteration 53Q: 3 clusters Score -1.25388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12538808.000000 Penalty: 5607.378906
	Iteration 54Q: 3 clusters Score -1.253881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12538813.000000 Penalty: 5607.378906
	Iteration 55Q: 3 clusters Score -1.253881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12538793.000000 Penalty: 5607.378906
	Iteration 56Q: 3 clusters Score -1.253879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12538796.000000 Penalty: 5607.378906
	Iteration 57Q: 3 clusters Score -1.25388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12538798.000000 Penalty: 5607.378906
	Iteration 58Q: 3 clusters Score -1.25388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12538794.000000 Penalty: 5607.378906
	Iteration 59Q: 3 clusters Score -1.253879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12538794.000000 Penalty: 5607.378906
	Iteration 60F: 3 clusters Score -1.253879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Entering Unmasked Estep 
Score: -6096952.000000 Penalty: 2630.997314
	Iteration 0F: 2 clusters Score -6096952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6069663.500000 Penalty: 5261.994629
	Iteration 0F: 3 clusters Score -6069664 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -6079899.500000 Penalty: 5261.994629
	Iteration 1F: 3 clusters Score -6079900 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -6080559.000000 Penalty: 5261.994629
	Iteration 2Q: 3 clusters Score -6080559 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -6081187.000000 Penalty: 5261.994629
	Iteration 3Q: 3 clusters Score -6081187 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6081839.500000 Penalty: 5261.994629
	Iteration 4Q: 3 clusters Score -6081840 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6082655.000000 Penalty: 5261.994629
	Iteration 5Q: 3 clusters Score -6082655 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -6083521.500000 Penalty: 5261.994629
	Iteration 6Q: 3 clusters Score -6083522 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6084679.500000 Penalty: 5261.994629
	Iteration 7F: 3 clusters Score -6084680 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6086067.500000 Penalty: 5261.994629
	Iteration 8F: 3 clusters Score -6086068 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6087610.500000 Penalty: 5261.994629
	Iteration 9F: 3 clusters Score -6087610 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6089142.500000 Penalty: 5261.994629
	Iteration 10F: 3 clusters Score -6089142 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -6090551.500000 Penalty: 5261.994629
	Iteration 11Q: 3 clusters Score -6090552 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -6091633.000000 Penalty: 5261.994629
	Iteration 12Q: 3 clusters Score -6091633 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6092438.500000 Penalty: 5261.994629
	Iteration 13Q: 3 clusters Score -6092438 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6093078.500000 Penalty: 5261.994629
	Iteration 14Q: 3 clusters Score -6093078 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6093449.500000 Penalty: 5261.994629
	Iteration 15Q: 3 clusters Score -6093450 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6093700.000000 Penalty: 5261.994629
	Iteration 16Q: 3 clusters Score -6093700 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6093880.000000 Penalty: 5261.994629
	Iteration 17Q: 3 clusters Score -6093880 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6094017.000000 Penalty: 5261.994629
	Iteration 18Q: 3 clusters Score -6094017 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6094113.000000 Penalty: 5261.994629
	Iteration 19Q: 3 clusters Score -6094113 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6094210.500000 Penalty: 5261.994629
	Iteration 20F: 3 clusters Score -6094210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6094315.500000 Penalty: 5261.994629
	Iteration 21Q: 3 clusters Score -6094316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6094371.000000 Penalty: 5261.994629
	Iteration 22Q: 3 clusters Score -6094371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6094435.500000 Penalty: 5261.994629
	Iteration 23Q: 3 clusters Score -6094436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6094471.500000 Penalty: 5261.994629
	Iteration 24Q: 3 clusters Score -6094472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6094513.500000 Penalty: 5261.994629
	Iteration 25Q: 3 clusters Score -6094514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6094550.000000 Penalty: 5261.994629
	Iteration 26Q: 3 clusters Score -6094550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6094579.000000 Penalty: 5261.994629
	Iteration 27Q: 3 clusters Score -6094579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6094599.500000 Penalty: 5261.994629
	Iteration 28Q: 3 clusters Score -6094600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6094619.000000 Penalty: 5261.994629
	Iteration 29Q: 3 clusters Score -6094619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6094631.000000 Penalty: 5261.994629
	Iteration 30Q: 3 clusters Score -6094631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6094649.500000 Penalty: 5261.994629
	Iteration 31Q: 3 clusters Score -6094650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6094663.500000 Penalty: 5261.994629
	Iteration 32Q: 3 clusters Score -6094664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6094659.000000 Penalty: 5261.994629
	Iteration 33Q: 3 clusters Score -6094659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6094684.000000 Penalty: 5261.994629
	Iteration 34Q: 3 clusters Score -6094684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6094696.000000 Penalty: 5261.994629
	Iteration 35Q: 3 clusters Score -6094696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6094702.500000 Penalty: 5261.994629
	Iteration 36Q: 3 clusters Score -6094702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6094709.000000 Penalty: 5261.994629
	Iteration 37Q: 3 clusters Score -6094709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6094711.500000 Penalty: 5261.994629
	Iteration 38Q: 3 clusters Score -6094712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6094714.500000 Penalty: 5261.994629
	Iteration 39Q: 3 clusters Score -6094714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6094712.500000 Penalty: 5261.994629
	Iteration 40F: 3 clusters Score -6094712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6094722.500000 Penalty: 5261.994629
	Iteration 41Q: 3 clusters Score -6094722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6094717.000000 Penalty: 5261.994629
	Iteration 42Q: 3 clusters Score -6094717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6094713.000000 Penalty: 5261.994629
	Iteration 43Q: 3 clusters Score -6094713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6094712.000000 Penalty: 5261.994629
	Iteration 44Q: 3 clusters Score -6094712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6094711.000000 Penalty: 5261.994629
	Iteration 45Q: 3 clusters Score -6094711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6094714.000000 Penalty: 5261.994629
	Iteration 46Q: 3 clusters Score -6094714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6094723.000000 Penalty: 5261.994629
	Iteration 47Q: 3 clusters Score -6094723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6094723.000000 Penalty: 5261.994629
	Iteration 48Q: 3 clusters Score -6094723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6094722.500000 Penalty: 5261.994629
	Iteration 49Q: 3 clusters Score -6094722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6094728.500000 Penalty: 5261.994629
	Iteration 50Q: 3 clusters Score -6094728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6094735.000000 Penalty: 5261.994629
	Iteration 51Q: 3 clusters Score -6094735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6094737.000000 Penalty: 5261.994629
	Iteration 52Q: 3 clusters Score -6094737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6094735.000000 Penalty: 5261.994629
	Iteration 53Q: 3 clusters Score -6094735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6094740.500000 Penalty: 5261.994629
	Iteration 54Q: 3 clusters Score -6094740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6094745.000000 Penalty: 5261.994629
	Iteration 55Q: 3 clusters Score -6094745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6094747.500000 Penalty: 5261.994629
	Iteration 56Q: 3 clusters Score -6094748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6094746.000000 Penalty: 5261.994629
	Iteration 57Q: 3 clusters Score -6094746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6094745.000000 Penalty: 5261.994629
	Iteration 58Q: 3 clusters Score -6094745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6094747.000000 Penalty: 5261.994629
	Iteration 59Q: 3 clusters Score -6094747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6094769.000000 Penalty: 5261.994629
	Iteration 60F: 3 clusters Score -6094769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6094765.500000 Penalty: 5261.994629
	Iteration 61Q: 3 clusters Score -6094766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6094762.500000 Penalty: 5261.994629
	Iteration 62Q: 3 clusters Score -6094762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6094766.000000 Penalty: 5261.994629
	Iteration 63Q: 3 clusters Score -6094766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6094767.500000 Penalty: 5261.994629
	Iteration 64Q: 3 clusters Score -6094768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6094767.500000 Penalty: 5261.994629
	Iteration 65F: 3 clusters Score -6094768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Entering Unmasked Estep 
Score: -10672196.000000 Penalty: 2764.772461
	Iteration 0F: 2 clusters Score -1.06722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -10625566.000000 Penalty: 5529.544922
	Iteration 0F: 3 clusters Score -1.062557e+07 nChanged 32630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -10643935.000000 Penalty: 5529.544922
	Iteration 1F: 3 clusters Score -1.064394e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -10644635.000000 Penalty: 5529.544922
	Iteration 2Q: 3 clusters Score -1.064464e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -10645422.000000 Penalty: 5529.544922
	Iteration 3Q: 3 clusters Score -1.064542e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -10646352.000000 Penalty: 5529.544922
	Iteration 4Q: 3 clusters Score -1.064635e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -10647743.000000 Penalty: 5529.544922
	Iteration 5Q: 3 clusters Score -1.064774e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -10649865.000000 Penalty: 5529.544922
	Iteration 6F: 3 clusters Score -1.064986e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -10652980.000000 Penalty: 5529.544922
	Iteration 7F: 3 clusters Score -1.065298e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -10656658.000000 Penalty: 5529.544922
	Iteration 8F: 3 clusters Score -1.065666e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -10660474.000000 Penalty: 5529.544922
	Iteration 9F: 3 clusters Score -1.066047e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -10663679.000000 Penalty: 5529.544922
	Iteration 10F: 3 clusters Score -1.066368e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -10666025.000000 Penalty: 5529.544922
	Iteration 11Q: 3 clusters Score -1.066602e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -10667444.000000 Penalty: 5529.544922
	Iteration 12Q: 3 clusters Score -1.066744e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10668324.000000 Penalty: 5529.544922
	Iteration 13Q: 3 clusters Score -1.066832e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10668859.000000 Penalty: 5529.544922
	Iteration 14Q: 3 clusters Score -1.066886e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10669197.000000 Penalty: 5529.544922
	Iteration 15Q: 3 clusters Score -1.06692e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10669423.000000 Penalty: 5529.544922
	Iteration 16Q: 3 clusters Score -1.066942e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10669587.000000 Penalty: 5529.544922
	Iteration 17Q: 3 clusters Score -1.066959e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10669751.000000 Penalty: 5529.544922
	Iteration 18Q: 3 clusters Score -1.066975e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10669847.000000 Penalty: 5529.544922
	Iteration 19Q: 3 clusters Score -1.066985e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10669920.000000 Penalty: 5529.544922
	Iteration 20F: 3 clusters Score -1.066992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10669964.000000 Penalty: 5529.544922
	Iteration 21Q: 3 clusters Score -1.066996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10669979.000000 Penalty: 5529.544922
	Iteration 22Q: 3 clusters Score -1.066998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10669993.000000 Penalty: 5529.544922
	Iteration 23Q: 3 clusters Score -1.066999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10670000.000000 Penalty: 5529.544922
	Iteration 24Q: 3 clusters Score -1.067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10670011.000000 Penalty: 5529.544922
	Iteration 25Q: 3 clusters Score -1.067001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10670016.000000 Penalty: 5529.544922
	Iteration 26Q: 3 clusters Score -1.067002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10670023.000000 Penalty: 5529.544922
	Iteration 27Q: 3 clusters Score -1.067002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10670028.000000 Penalty: 5529.544922
	Iteration 28Q: 3 clusters Score -1.067003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10670025.000000 Penalty: 5529.544922
	Iteration 29Q: 3 clusters Score -1.067002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10670049.000000 Penalty: 5529.544922
	Iteration 30Q: 3 clusters Score -1.067005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10670054.000000 Penalty: 5529.544922
	Iteration 31Q: 3 clusters Score -1.067005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10670059.000000 Penalty: 5529.544922
	Iteration 32Q: 3 clusters Score -1.067006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10670061.000000 Penalty: 5529.544922
	Iteration 33Q: 3 clusters Score -1.067006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10670053.000000 Penalty: 5529.544922
	Iteration 34Q: 3 clusters Score -1.067005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10670061.000000 Penalty: 5529.544922
	Iteration 35Q: 3 clusters Score -1.067006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10670065.000000 Penalty: 5529.544922
	Iteration 36Q: 3 clusters Score -1.067006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10670065.000000 Penalty: 5529.544922
	Iteration 37Q: 3 clusters Score -1.067006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10670068.000000 Penalty: 5529.544922
	Iteration 38Q: 3 clusters Score -1.067007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10670066.000000 Penalty: 5529.544922
	Iteration 39Q: 3 clusters Score -1.067007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10670076.000000 Penalty: 5529.544922
	Iteration 40F: 3 clusters Score -1.067008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10670087.000000 Penalty: 5529.544922
	Iteration 41Q: 3 clusters Score -1.067009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10670076.000000 Penalty: 5529.544922
	Iteration 42Q: 3 clusters Score -1.067008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10670088.000000 Penalty: 5529.544922
	Iteration 43Q: 3 clusters Score -1.067009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10670099.000000 Penalty: 5529.544922
	Iteration 44Q: 3 clusters Score -1.06701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10670105.000000 Penalty: 5529.544922
	Iteration 45Q: 3 clusters Score -1.06701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10670105.000000 Penalty: 5529.544922
	Iteration 46Q: 3 clusters Score -1.06701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10670104.000000 Penalty: 5529.544922
	Iteration 47Q: 3 clusters Score -1.06701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10670106.000000 Penalty: 5529.544922
	Iteration 48Q: 3 clusters Score -1.067011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10670107.000000 Penalty: 5529.544922
	Iteration 49Q: 3 clusters Score -1.067011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10670097.000000 Penalty: 5529.544922
	Iteration 50Q: 3 clusters Score -1.06701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10670099.000000 Penalty: 5529.544922
	Iteration 51Q: 3 clusters Score -1.06701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10670108.000000 Penalty: 5529.544922
	Iteration 52Q: 3 clusters Score -1.067011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10670108.000000 Penalty: 5529.544922
	Iteration 53Q: 3 clusters Score -1.067011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10670108.000000 Penalty: 5529.544922
	Iteration 54F: 3 clusters Score -1.067011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -853670.937500 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -853670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -848723.812500 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -848723.8 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -850008.875000 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -850008.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -850256.687500 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -850256.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -850460.000000 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -850460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -850689.562500 Penalty: 4298.998535
	Iteration 4Q: 3 clusters Score -850689.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -850939.937500 Penalty: 4298.998535
	Iteration 5F: 3 clusters Score -850939.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -851171.312500 Penalty: 4298.998535
	Iteration 6Q: 3 clusters Score -851171.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -851453.937500 Penalty: 4298.998535
	Iteration 7F: 3 clusters Score -851453.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -851715.437500 Penalty: 4298.998535
	Iteration 8F: 3 clusters Score -851715.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -851959.500000 Penalty: 4298.998535
	Iteration 9F: 3 clusters Score -851959.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -852138.312500 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -852138.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -852271.312500 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -852271.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -852352.000000 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -852352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -852406.312500 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -852406.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -852446.500000 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -852446.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -852474.937500 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -852474.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -852492.625000 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -852492.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -852503.125000 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -852503.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -852519.000000 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -852519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -852533.187500 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -852533.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -852543.812500 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -852543.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -852550.125000 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -852550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -852553.437500 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -852553.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -852561.250000 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -852561.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -852561.937500 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -852561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -852563.812500 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -852563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -852568.000000 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -852568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -852567.687500 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -852567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -852568.375000 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -852568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -852568.375000 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -852568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -852570.812500 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -852570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -852570.625000 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -852570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -852568.875000 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -852568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -852571.562500 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -852571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -852572.500000 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -852572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -852574.062500 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -852574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -852574.500000 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -852574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -852574.625000 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -852574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -852575.687500 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -852575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -852574.750000 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -852574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -852574.750000 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -852574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Entering Unmasked Estep 
Score: -3705900.000000 Penalty: 2520.414795
	Iteration 0F: 2 clusters Score -3705900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3688076.250000 Penalty: 5040.829590
	Iteration 0F: 3 clusters Score -3688076 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3694679.000000 Penalty: 5040.829590
	Iteration 1F: 3 clusters Score -3694679 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3695555.750000 Penalty: 5040.829590
	Iteration 2F: 3 clusters Score -3695556 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3696442.750000 Penalty: 5040.829590
	Iteration 3F: 3 clusters Score -3696443 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3697351.750000 Penalty: 5040.829590
	Iteration 4F: 3 clusters Score -3697352 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3698241.250000 Penalty: 5040.829590
	Iteration 5F: 3 clusters Score -3698241 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3699116.500000 Penalty: 5040.829590
	Iteration 6F: 3 clusters Score -3699116 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3699934.500000 Penalty: 5040.829590
	Iteration 7F: 3 clusters Score -3699934 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3700571.000000 Penalty: 5040.829590
	Iteration 8Q: 3 clusters Score -3700571 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3701209.250000 Penalty: 5040.829590
	Iteration 9Q: 3 clusters Score -3701209 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3701754.750000 Penalty: 5040.829590
	Iteration 10Q: 3 clusters Score -3701755 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3702281.000000 Penalty: 5040.829590
	Iteration 11Q: 3 clusters Score -3702281 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3702719.250000 Penalty: 5040.829590
	Iteration 12Q: 3 clusters Score -3702719 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3703123.750000 Penalty: 5040.829590
	Iteration 13Q: 3 clusters Score -3703124 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3703435.750000 Penalty: 5040.829590
	Iteration 14Q: 3 clusters Score -3703436 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3703662.750000 Penalty: 5040.829590
	Iteration 15Q: 3 clusters Score -3703663 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3703822.500000 Penalty: 5040.829590
	Iteration 16Q: 3 clusters Score -3703822 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3703941.500000 Penalty: 5040.829590
	Iteration 17Q: 3 clusters Score -3703942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3704063.500000 Penalty: 5040.829590
	Iteration 18Q: 3 clusters Score -3704064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3704161.000000 Penalty: 5040.829590
	Iteration 19Q: 3 clusters Score -3704161 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3704249.500000 Penalty: 5040.829590
	Iteration 20F: 3 clusters Score -3704250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3704310.500000 Penalty: 5040.829590
	Iteration 21Q: 3 clusters Score -3704310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3704349.500000 Penalty: 5040.829590
	Iteration 22Q: 3 clusters Score -3704350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3704384.500000 Penalty: 5040.829590
	Iteration 23Q: 3 clusters Score -3704384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3704413.750000 Penalty: 5040.829590
	Iteration 24Q: 3 clusters Score -3704414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3704427.250000 Penalty: 5040.829590
	Iteration 25Q: 3 clusters Score -3704427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3704444.000000 Penalty: 5040.829590
	Iteration 26Q: 3 clusters Score -3704444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3704446.750000 Penalty: 5040.829590
	Iteration 27Q: 3 clusters Score -3704447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3704450.750000 Penalty: 5040.829590
	Iteration 28Q: 3 clusters Score -3704451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3704451.250000 Penalty: 5040.829590
	Iteration 29Q: 3 clusters Score -3704451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3704454.500000 Penalty: 5040.829590
	Iteration 30Q: 3 clusters Score -3704454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3704451.750000 Penalty: 5040.829590
	Iteration 31Q: 3 clusters Score -3704452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3704451.250000 Penalty: 5040.829590
	Iteration 32Q: 3 clusters Score -3704451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3704451.250000 Penalty: 5040.829590
	Iteration 33F: 3 clusters Score -3704451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Entering Unmasked Estep 
Score: -9099403.000000 Penalty: 2721.311768
	Iteration 0F: 2 clusters Score -9099403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -9060399.000000 Penalty: 5442.623535
	Iteration 0F: 3 clusters Score -9060399 nChanged 27158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -9075381.000000 Penalty: 5442.623535
	Iteration 1F: 3 clusters Score -9075381 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -9075920.000000 Penalty: 5442.623535
	Iteration 2Q: 3 clusters Score -9075920 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -9076499.000000 Penalty: 5442.623535
	Iteration 3Q: 3 clusters Score -9076499 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -9077172.000000 Penalty: 5442.623535
	Iteration 4Q: 3 clusters Score -9077172 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -9078016.000000 Penalty: 5442.623535
	Iteration 5Q: 3 clusters Score -9078016 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -9079306.000000 Penalty: 5442.623535
	Iteration 6Q: 3 clusters Score -9079306 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -9081450.000000 Penalty: 5442.623535
	Iteration 7F: 3 clusters Score -9081450 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -9084557.000000 Penalty: 5442.623535
	Iteration 8F: 3 clusters Score -9084557 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9088353.000000 Penalty: 5442.623535
	Iteration 9F: 3 clusters Score -9088353 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -9091973.000000 Penalty: 5442.623535
	Iteration 10F: 3 clusters Score -9091973 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -9094634.000000 Penalty: 5442.623535
	Iteration 11Q: 3 clusters Score -9094634 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -9096029.000000 Penalty: 5442.623535
	Iteration 12Q: 3 clusters Score -9096029 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -9096551.000000 Penalty: 5442.623535
	Iteration 13Q: 3 clusters Score -9096551 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -9096809.000000 Penalty: 5442.623535
	Iteration 14Q: 3 clusters Score -9096809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -9096929.000000 Penalty: 5442.623535
	Iteration 15Q: 3 clusters Score -9096929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -9096967.000000 Penalty: 5442.623535
	Iteration 16Q: 3 clusters Score -9096967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -9096989.000000 Penalty: 5442.623535
	Iteration 17Q: 3 clusters Score -9096989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -9096997.000000 Penalty: 5442.623535
	Iteration 18Q: 3 clusters Score -9096997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -9097007.000000 Penalty: 5442.623535
	Iteration 19Q: 3 clusters Score -9097007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -9097009.000000 Penalty: 5442.623535
	Iteration 20F: 3 clusters Score -9097009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -9097011.000000 Penalty: 5442.623535
	Iteration 21Q: 3 clusters Score -9097011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -9097021.000000 Penalty: 5442.623535
	Iteration 22Q: 3 clusters Score -9097021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -9097026.000000 Penalty: 5442.623535
	Iteration 23Q: 3 clusters Score -9097026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -9097031.000000 Penalty: 5442.623535
	Iteration 24Q: 3 clusters Score -9097031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -9097034.000000 Penalty: 5442.623535
	Iteration 25Q: 3 clusters Score -9097034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -9097031.000000 Penalty: 5442.623535
	Iteration 26Q: 3 clusters Score -9097031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -9097030.000000 Penalty: 5442.623535
	Iteration 27Q: 3 clusters Score -9097030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -9097038.000000 Penalty: 5442.623535
	Iteration 28Q: 3 clusters Score -9097038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -9097036.000000 Penalty: 5442.623535
	Iteration 29Q: 3 clusters Score -9097036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -9097036.000000 Penalty: 5442.623535
	Iteration 30F: 3 clusters Score -9097036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Entering Unmasked Estep 
Score: -15621111.000000 Penalty: 2858.479736
	Iteration 0F: 2 clusters Score -1.562111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -15554596.000000 Penalty: 5716.959473
	Iteration 0F: 3 clusters Score -1.55546e+07 nChanged 48031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -15582217.000000 Penalty: 5716.959473
	Iteration 1F: 3 clusters Score -1.558222e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -15583443.000000 Penalty: 5716.959473
	Iteration 2Q: 3 clusters Score -1.558344e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -15585099.000000 Penalty: 5716.959473
	Iteration 3Q: 3 clusters Score -1.55851e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -15587543.000000 Penalty: 5716.959473
	Iteration 4F: 3 clusters Score -1.558754e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -15590922.000000 Penalty: 5716.959473
	Iteration 5F: 3 clusters Score -1.559092e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -15595512.000000 Penalty: 5716.959473
	Iteration 6F: 3 clusters Score -1.559551e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -15600968.000000 Penalty: 5716.959473
	Iteration 7F: 3 clusters Score -1.560097e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -15606080.000000 Penalty: 5716.959473
	Iteration 8F: 3 clusters Score -1.560608e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -15610206.000000 Penalty: 5716.959473
	Iteration 9Q: 3 clusters Score -1.561021e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -15612970.000000 Penalty: 5716.959473
	Iteration 10Q: 3 clusters Score -1.561297e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -15614508.000000 Penalty: 5716.959473
	Iteration 11Q: 3 clusters Score -1.561451e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -15615482.000000 Penalty: 5716.959473
	Iteration 12Q: 3 clusters Score -1.561548e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -15616166.000000 Penalty: 5716.959473
	Iteration 13Q: 3 clusters Score -1.561617e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -15616757.000000 Penalty: 5716.959473
	Iteration 14Q: 3 clusters Score -1.561676e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -15617231.000000 Penalty: 5716.959473
	Iteration 15Q: 3 clusters Score -1.561723e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -15617580.000000 Penalty: 5716.959473
	Iteration 16Q: 3 clusters Score -1.561758e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -15617930.000000 Penalty: 5716.959473
	Iteration 17Q: 3 clusters Score -1.561793e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -15618218.000000 Penalty: 5716.959473
	Iteration 18Q: 3 clusters Score -1.561822e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -15618437.000000 Penalty: 5716.959473
	Iteration 19Q: 3 clusters Score -1.561844e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -15618616.000000 Penalty: 5716.959473
	Iteration 20F: 3 clusters Score -1.561862e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -15618766.000000 Penalty: 5716.959473
	Iteration 21Q: 3 clusters Score -1.561877e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -15618889.000000 Penalty: 5716.959473
	Iteration 22Q: 3 clusters Score -1.561889e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -15619051.000000 Penalty: 5716.959473
	Iteration 23Q: 3 clusters Score -1.561905e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -15619077.000000 Penalty: 5716.959473
	Iteration 24Q: 3 clusters Score -1.561908e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -15619157.000000 Penalty: 5716.959473
	Iteration 25Q: 3 clusters Score -1.561916e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -15619224.000000 Penalty: 5716.959473
	Iteration 26Q: 3 clusters Score -1.561922e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -15619317.000000 Penalty: 5716.959473
	Iteration 27Q: 3 clusters Score -1.561932e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -15619358.000000 Penalty: 5716.959473
	Iteration 28Q: 3 clusters Score -1.561936e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -15619342.000000 Penalty: 5716.959473
	Iteration 29Q: 3 clusters Score -1.561934e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -15619386.000000 Penalty: 5716.959473
	Iteration 30Q: 3 clusters Score -1.561939e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -15619412.000000 Penalty: 5716.959473
	Iteration 31Q: 3 clusters Score -1.561941e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -15619415.000000 Penalty: 5716.959473
	Iteration 32Q: 3 clusters Score -1.561942e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -15619464.000000 Penalty: 5716.959473
	Iteration 33Q: 3 clusters Score -1.561946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -15619489.000000 Penalty: 5716.959473
	Iteration 34Q: 3 clusters Score -1.561949e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -15619498.000000 Penalty: 5716.959473
	Iteration 35Q: 3 clusters Score -1.56195e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -15619485.000000 Penalty: 5716.959473
	Iteration 36Q: 3 clusters Score -1.561948e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -15619471.000000 Penalty: 5716.959473
	Iteration 37Q: 3 clusters Score -1.561947e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -15619479.000000 Penalty: 5716.959473
	Iteration 38Q: 3 clusters Score -1.561948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -15619460.000000 Penalty: 5716.959473
	Iteration 39Q: 3 clusters Score -1.561946e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -15619467.000000 Penalty: 5716.959473
	Iteration 40F: 3 clusters Score -1.561947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -15619466.000000 Penalty: 5716.959473
	Iteration 41Q: 3 clusters Score -1.561947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -15619440.000000 Penalty: 5716.959473
	Iteration 42Q: 3 clusters Score -1.561944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -15619463.000000 Penalty: 5716.959473
	Iteration 43Q: 3 clusters Score -1.561946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -15619479.000000 Penalty: 5716.959473
	Iteration 44Q: 3 clusters Score -1.561948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -15619473.000000 Penalty: 5716.959473
	Iteration 45Q: 3 clusters Score -1.561947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -15619463.000000 Penalty: 5716.959473
	Iteration 46Q: 3 clusters Score -1.561946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -15619462.000000 Penalty: 5716.959473
	Iteration 47Q: 3 clusters Score -1.561946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -15619465.000000 Penalty: 5716.959473
	Iteration 48Q: 3 clusters Score -1.561946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -15619482.000000 Penalty: 5716.959473
	Iteration 49Q: 3 clusters Score -1.561948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -15619490.000000 Penalty: 5716.959473
	Iteration 50Q: 3 clusters Score -1.561949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -15619484.000000 Penalty: 5716.959473
	Iteration 51Q: 3 clusters Score -1.561948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -15619480.000000 Penalty: 5716.959473
	Iteration 52Q: 3 clusters Score -1.561948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -15619463.000000 Penalty: 5716.959473
	Iteration 53Q: 3 clusters Score -1.561946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -15619467.000000 Penalty: 5716.959473
	Iteration 54Q: 3 clusters Score -1.561947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -15619447.000000 Penalty: 5716.959473
	Iteration 55Q: 3 clusters Score -1.561945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -15619477.000000 Penalty: 5716.959473
	Iteration 56Q: 3 clusters Score -1.561948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -15619470.000000 Penalty: 5716.959473
	Iteration 57Q: 3 clusters Score -1.561947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -15619486.000000 Penalty: 5716.959473
	Iteration 58Q: 3 clusters Score -1.561949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -15619485.000000 Penalty: 5716.959473
	Iteration 59Q: 3 clusters Score -1.561948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -15619492.000000 Penalty: 5716.959473
	Iteration 60F: 3 clusters Score -1.561949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -15619523.000000 Penalty: 5716.959473
	Iteration 61Q: 3 clusters Score -1.561952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -15619509.000000 Penalty: 5716.959473
	Iteration 62Q: 3 clusters Score -1.561951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -15619525.000000 Penalty: 5716.959473
	Iteration 63Q: 3 clusters Score -1.561952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -15619516.000000 Penalty: 5716.959473
	Iteration 64Q: 3 clusters Score -1.561952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -15619524.000000 Penalty: 5716.959473
	Iteration 65Q: 3 clusters Score -1.561952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -15619517.000000 Penalty: 5716.959473
	Iteration 66Q: 3 clusters Score -1.561952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -15619525.000000 Penalty: 5716.959473
	Iteration 67Q: 3 clusters Score -1.561952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -15619515.000000 Penalty: 5716.959473
	Iteration 68Q: 3 clusters Score -1.561952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -15619526.000000 Penalty: 5716.959473
	Iteration 69Q: 3 clusters Score -1.561953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -15619534.000000 Penalty: 5716.959473
	Iteration 70Q: 3 clusters Score -1.561953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -15619524.000000 Penalty: 5716.959473
	Iteration 71Q: 3 clusters Score -1.561952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -15619530.000000 Penalty: 5716.959473
	Iteration 72Q: 3 clusters Score -1.561953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -15619533.000000 Penalty: 5716.959473
	Iteration 73Q: 3 clusters Score -1.561953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -15619543.000000 Penalty: 5716.959473
	Iteration 74Q: 3 clusters Score -1.561954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -15619541.000000 Penalty: 5716.959473
	Iteration 75Q: 3 clusters Score -1.561954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -15619535.000000 Penalty: 5716.959473
	Iteration 76Q: 3 clusters Score -1.561954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -15619559.000000 Penalty: 5716.959473
	Iteration 77Q: 3 clusters Score -1.561956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -15619563.000000 Penalty: 5716.959473
	Iteration 78Q: 3 clusters Score -1.561956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -15619559.000000 Penalty: 5716.959473
	Iteration 79Q: 3 clusters Score -1.561956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -15619550.000000 Penalty: 5716.959473
	Iteration 80F: 3 clusters Score -1.561955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -15619570.000000 Penalty: 5716.959473
	Iteration 81Q: 3 clusters Score -1.561957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -15619582.000000 Penalty: 5716.959473
	Iteration 82Q: 3 clusters Score -1.561958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -15619568.000000 Penalty: 5716.959473
	Iteration 83Q: 3 clusters Score -1.561957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -15619577.000000 Penalty: 5716.959473
	Iteration 84Q: 3 clusters Score -1.561958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -15619589.000000 Penalty: 5716.959473
	Iteration 85Q: 3 clusters Score -1.561959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -15619605.000000 Penalty: 5716.959473
	Iteration 86Q: 3 clusters Score -1.56196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -15619619.000000 Penalty: 5716.959473
	Iteration 87Q: 3 clusters Score -1.561962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -15619631.000000 Penalty: 5716.959473
	Iteration 88Q: 3 clusters Score -1.561963e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -15619659.000000 Penalty: 5716.959473
	Iteration 89Q: 3 clusters Score -1.561966e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -15619718.000000 Penalty: 5716.959473
	Iteration 90Q: 3 clusters Score -1.561972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -15619752.000000 Penalty: 5716.959473
	Iteration 91Q: 3 clusters Score -1.561975e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -15619781.000000 Penalty: 5716.959473
	Iteration 92Q: 3 clusters Score -1.561978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -15619805.000000 Penalty: 5716.959473
	Iteration 93Q: 3 clusters Score -1.56198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -15619823.000000 Penalty: 5716.959473
	Iteration 94Q: 3 clusters Score -1.561982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -15619856.000000 Penalty: 5716.959473
	Iteration 95Q: 3 clusters Score -1.561986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -15619888.000000 Penalty: 5716.959473
	Iteration 96Q: 3 clusters Score -1.561989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -15619920.000000 Penalty: 5716.959473
	Iteration 97Q: 3 clusters Score -1.561992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -15619931.000000 Penalty: 5716.959473
	Iteration 98Q: 3 clusters Score -1.561993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -15619942.000000 Penalty: 5716.959473
	Iteration 99Q: 3 clusters Score -1.561994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -15619983.000000 Penalty: 5716.959473
	Iteration 100F: 3 clusters Score -1.561998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -15620009.000000 Penalty: 5716.959473
	Iteration 101Q: 3 clusters Score -1.562001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -15620015.000000 Penalty: 5716.959473
	Iteration 102Q: 3 clusters Score -1.562002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -15620027.000000 Penalty: 5716.959473
	Iteration 103Q: 3 clusters Score -1.562003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -15620018.000000 Penalty: 5716.959473
	Iteration 104Q: 3 clusters Score -1.562002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -15620041.000000 Penalty: 5716.959473
	Iteration 105Q: 3 clusters Score -1.562004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -15620043.000000 Penalty: 5716.959473
	Iteration 106Q: 3 clusters Score -1.562004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -15620042.000000 Penalty: 5716.959473
	Iteration 107Q: 3 clusters Score -1.562004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -15620040.000000 Penalty: 5716.959473
	Iteration 108Q: 3 clusters Score -1.562004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -15620046.000000 Penalty: 5716.959473
	Iteration 109Q: 3 clusters Score -1.562005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -15620070.000000 Penalty: 5716.959473
	Iteration 110Q: 3 clusters Score -1.562007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -15620061.000000 Penalty: 5716.959473
	Iteration 111Q: 3 clusters Score -1.562006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -15620108.000000 Penalty: 5716.959473
	Iteration 112Q: 3 clusters Score -1.562011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -15620123.000000 Penalty: 5716.959473
	Iteration 113Q: 3 clusters Score -1.562012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -15620139.000000 Penalty: 5716.959473
	Iteration 114Q: 3 clusters Score -1.562014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -15620156.000000 Penalty: 5716.959473
	Iteration 115Q: 3 clusters Score -1.562016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -15620170.000000 Penalty: 5716.959473
	Iteration 116Q: 3 clusters Score -1.562017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -15620190.000000 Penalty: 5716.959473
	Iteration 117Q: 3 clusters Score -1.562019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -15620197.000000 Penalty: 5716.959473
	Iteration 118Q: 3 clusters Score -1.56202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -15620196.000000 Penalty: 5716.959473
	Iteration 119Q: 3 clusters Score -1.56202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -15620215.000000 Penalty: 5716.959473
	Iteration 120F: 3 clusters Score -1.562022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -15620224.000000 Penalty: 5716.959473
	Iteration 121Q: 3 clusters Score -1.562022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -15620273.000000 Penalty: 5716.959473
	Iteration 122Q: 3 clusters Score -1.562027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -15620263.000000 Penalty: 5716.959473
	Iteration 123Q: 3 clusters Score -1.562026e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -15620279.000000 Penalty: 5716.959473
	Iteration 124Q: 3 clusters Score -1.562028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -15620293.000000 Penalty: 5716.959473
	Iteration 125Q: 3 clusters Score -1.562029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -15620296.000000 Penalty: 5716.959473
	Iteration 126Q: 3 clusters Score -1.56203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -15620298.000000 Penalty: 5716.959473
	Iteration 127Q: 3 clusters Score -1.56203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -15620309.000000 Penalty: 5716.959473
	Iteration 128Q: 3 clusters Score -1.562031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -15620312.000000 Penalty: 5716.959473
	Iteration 129Q: 3 clusters Score -1.562031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -15620297.000000 Penalty: 5716.959473
	Iteration 130Q: 3 clusters Score -1.56203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -15620290.000000 Penalty: 5716.959473
	Iteration 131Q: 3 clusters Score -1.562029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -15620290.000000 Penalty: 5716.959473
	Iteration 132Q: 3 clusters Score -1.562029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -15620305.000000 Penalty: 5716.959473
	Iteration 133Q: 3 clusters Score -1.56203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -15620312.000000 Penalty: 5716.959473
	Iteration 134Q: 3 clusters Score -1.562031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -15620311.000000 Penalty: 5716.959473
	Iteration 135Q: 3 clusters Score -1.562031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -15620316.000000 Penalty: 5716.959473
	Iteration 136Q: 3 clusters Score -1.562032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -15620317.000000 Penalty: 5716.959473
	Iteration 137Q: 3 clusters Score -1.562032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -15620321.000000 Penalty: 5716.959473
	Iteration 138Q: 3 clusters Score -1.562032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -15620318.000000 Penalty: 5716.959473
	Iteration 139Q: 3 clusters Score -1.562032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -15620321.000000 Penalty: 5716.959473
	Iteration 140F: 3 clusters Score -1.562032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Entering Unmasked Estep 
Score: -16067421.000000 Penalty: 2866.038574
	Iteration 0F: 2 clusters Score -1.606742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -15998687.000000 Penalty: 5732.077148
	Iteration 0F: 3 clusters Score -1.599869e+07 nChanged 49305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -16027022.000000 Penalty: 5732.077148
	Iteration 1F: 3 clusters Score -1.602702e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -16027949.000000 Penalty: 5732.077148
	Iteration 2Q: 3 clusters Score -1.602795e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -16029195.000000 Penalty: 5732.077148
	Iteration 3Q: 3 clusters Score -1.60292e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -16031206.000000 Penalty: 5732.077148
	Iteration 4Q: 3 clusters Score -1.603121e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -16034484.000000 Penalty: 5732.077148
	Iteration 5F: 3 clusters Score -1.603448e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -16039681.000000 Penalty: 5732.077148
	Iteration 6F: 3 clusters Score -1.603968e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -16046958.000000 Penalty: 5732.077148
	Iteration 7F: 3 clusters Score -1.604696e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -16054053.000000 Penalty: 5732.077148
	Iteration 8F: 3 clusters Score -1.605405e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -16059401.000000 Penalty: 5732.077148
	Iteration 9F: 3 clusters Score -1.60594e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -16062429.000000 Penalty: 5732.077148
	Iteration 10Q: 3 clusters Score -1.606243e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -16063742.000000 Penalty: 5732.077148
	Iteration 11Q: 3 clusters Score -1.606374e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -16064305.000000 Penalty: 5732.077148
	Iteration 12Q: 3 clusters Score -1.60643e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -16064601.000000 Penalty: 5732.077148
	Iteration 13Q: 3 clusters Score -1.60646e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -16064723.000000 Penalty: 5732.077148
	Iteration 14Q: 3 clusters Score -1.606472e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -16064840.000000 Penalty: 5732.077148
	Iteration 15Q: 3 clusters Score -1.606484e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -16064876.000000 Penalty: 5732.077148
	Iteration 16Q: 3 clusters Score -1.606488e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -16064893.000000 Penalty: 5732.077148
	Iteration 17Q: 3 clusters Score -1.606489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -16064918.000000 Penalty: 5732.077148
	Iteration 18Q: 3 clusters Score -1.606492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -16064944.000000 Penalty: 5732.077148
	Iteration 19Q: 3 clusters Score -1.606494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -16064956.000000 Penalty: 5732.077148
	Iteration 20F: 3 clusters Score -1.606496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -16064963.000000 Penalty: 5732.077148
	Iteration 21Q: 3 clusters Score -1.606496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -16064975.000000 Penalty: 5732.077148
	Iteration 22Q: 3 clusters Score -1.606498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -16064978.000000 Penalty: 5732.077148
	Iteration 23Q: 3 clusters Score -1.606498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -16064980.000000 Penalty: 5732.077148
	Iteration 24Q: 3 clusters Score -1.606498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -16064990.000000 Penalty: 5732.077148
	Iteration 25Q: 3 clusters Score -1.606499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -16064990.000000 Penalty: 5732.077148
	Iteration 26F: 3 clusters Score -1.606499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Entering Unmasked Estep 
Score: -5890740.000000 Penalty: 2615.414307
	Iteration 0F: 2 clusters Score -5890740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5864901.000000 Penalty: 5230.828613
	Iteration 0F: 3 clusters Score -5864901 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5874675.500000 Penalty: 5230.828613
	Iteration 1F: 3 clusters Score -5874676 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5875348.000000 Penalty: 5230.828613
	Iteration 2Q: 3 clusters Score -5875348 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5876067.000000 Penalty: 5230.828613
	Iteration 3Q: 3 clusters Score -5876067 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5876847.500000 Penalty: 5230.828613
	Iteration 4Q: 3 clusters Score -5876848 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5877909.500000 Penalty: 5230.828613
	Iteration 5F: 3 clusters Score -5877910 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5879293.500000 Penalty: 5230.828613
	Iteration 6F: 3 clusters Score -5879294 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5881048.500000 Penalty: 5230.828613
	Iteration 7F: 3 clusters Score -5881048 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -5882937.000000 Penalty: 5230.828613
	Iteration 8F: 3 clusters Score -5882937 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5884560.000000 Penalty: 5230.828613
	Iteration 9F: 3 clusters Score -5884560 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5885651.000000 Penalty: 5230.828613
	Iteration 10Q: 3 clusters Score -5885651 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -5886364.500000 Penalty: 5230.828613
	Iteration 11Q: 3 clusters Score -5886364 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5886782.000000 Penalty: 5230.828613
	Iteration 12Q: 3 clusters Score -5886782 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5887125.000000 Penalty: 5230.828613
	Iteration 13Q: 3 clusters Score -5887125 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5887396.500000 Penalty: 5230.828613
	Iteration 14Q: 3 clusters Score -5887396 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5887612.500000 Penalty: 5230.828613
	Iteration 15Q: 3 clusters Score -5887612 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5887773.000000 Penalty: 5230.828613
	Iteration 16Q: 3 clusters Score -5887773 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5887923.000000 Penalty: 5230.828613
	Iteration 17Q: 3 clusters Score -5887923 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -5888078.000000 Penalty: 5230.828613
	Iteration 18Q: 3 clusters Score -5888078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5888209.000000 Penalty: 5230.828613
	Iteration 19Q: 3 clusters Score -5888209 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5888282.500000 Penalty: 5230.828613
	Iteration 20F: 3 clusters Score -5888282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5888366.000000 Penalty: 5230.828613
	Iteration 21Q: 3 clusters Score -5888366 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5888421.000000 Penalty: 5230.828613
	Iteration 22Q: 3 clusters Score -5888421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5888469.500000 Penalty: 5230.828613
	Iteration 23Q: 3 clusters Score -5888470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -5888501.500000 Penalty: 5230.828613
	Iteration 24Q: 3 clusters Score -5888502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5888515.500000 Penalty: 5230.828613
	Iteration 25Q: 3 clusters Score -5888516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5888545.000000 Penalty: 5230.828613
	Iteration 26Q: 3 clusters Score -5888545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5888573.000000 Penalty: 5230.828613
	Iteration 27Q: 3 clusters Score -5888573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5888581.500000 Penalty: 5230.828613
	Iteration 28Q: 3 clusters Score -5888582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -5888585.500000 Penalty: 5230.828613
	Iteration 29Q: 3 clusters Score -5888586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5888603.500000 Penalty: 5230.828613
	Iteration 30Q: 3 clusters Score -5888604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5888599.000000 Penalty: 5230.828613
	Iteration 31Q: 3 clusters Score -5888599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5888604.500000 Penalty: 5230.828613
	Iteration 32Q: 3 clusters Score -5888604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5888609.000000 Penalty: 5230.828613
	Iteration 33Q: 3 clusters Score -5888609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5888619.500000 Penalty: 5230.828613
	Iteration 34Q: 3 clusters Score -5888620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -5888624.500000 Penalty: 5230.828613
	Iteration 35Q: 3 clusters Score -5888624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5888626.000000 Penalty: 5230.828613
	Iteration 36Q: 3 clusters Score -5888626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5888633.000000 Penalty: 5230.828613
	Iteration 37Q: 3 clusters Score -5888633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5888633.500000 Penalty: 5230.828613
	Iteration 38Q: 3 clusters Score -5888634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5888633.000000 Penalty: 5230.828613
	Iteration 39Q: 3 clusters Score -5888633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5888634.000000 Penalty: 5230.828613
	Iteration 40F: 3 clusters Score -5888634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5888633.000000 Penalty: 5230.828613
	Iteration 41Q: 3 clusters Score -5888633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5888627.000000 Penalty: 5230.828613
	Iteration 42Q: 3 clusters Score -5888627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5888635.500000 Penalty: 5230.828613
	Iteration 43Q: 3 clusters Score -5888636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5888646.000000 Penalty: 5230.828613
	Iteration 44Q: 3 clusters Score -5888646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5888649.000000 Penalty: 5230.828613
	Iteration 45Q: 3 clusters Score -5888649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5888649.000000 Penalty: 5230.828613
	Iteration 46Q: 3 clusters Score -5888649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5888643.500000 Penalty: 5230.828613
	Iteration 47Q: 3 clusters Score -5888644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5888642.000000 Penalty: 5230.828613
	Iteration 48Q: 3 clusters Score -5888642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5888638.000000 Penalty: 5230.828613
	Iteration 49Q: 3 clusters Score -5888638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5888643.000000 Penalty: 5230.828613
	Iteration 50Q: 3 clusters Score -5888643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5888641.500000 Penalty: 5230.828613
	Iteration 51Q: 3 clusters Score -5888642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5888644.500000 Penalty: 5230.828613
	Iteration 52Q: 3 clusters Score -5888644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -5888644.000000 Penalty: 5230.828613
	Iteration 53Q: 3 clusters Score -5888644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5888646.000000 Penalty: 5230.828613
	Iteration 54Q: 3 clusters Score -5888646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5888641.500000 Penalty: 5230.828613
	Iteration 55Q: 3 clusters Score -5888642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5888640.500000 Penalty: 5230.828613
	Iteration 56Q: 3 clusters Score -5888640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5888645.000000 Penalty: 5230.828613
	Iteration 57Q: 3 clusters Score -5888645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5888645.000000 Penalty: 5230.828613
	Iteration 58Q: 3 clusters Score -5888645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -5888647.000000 Penalty: 5230.828613
	Iteration 59Q: 3 clusters Score -5888647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5888650.500000 Penalty: 5230.828613
	Iteration 60F: 3 clusters Score -5888650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Entering Unmasked Estep 
Score: -16149615.000000 Penalty: 2865.946045
	Iteration 0F: 2 clusters Score -1.614962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -16082387.000000 Penalty: 5731.892090
	Iteration 0F: 3 clusters Score -1.608239e+07 nChanged 49446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -16110214.000000 Penalty: 5731.892090
	Iteration 1F: 3 clusters Score -1.611021e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -16111041.000000 Penalty: 5731.892090
	Iteration 2Q: 3 clusters Score -1.611104e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -16112064.000000 Penalty: 5731.892090
	Iteration 3Q: 3 clusters Score -1.611206e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -16113325.000000 Penalty: 5731.892090
	Iteration 4Q: 3 clusters Score -1.611332e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -16115382.000000 Penalty: 5731.892090
	Iteration 5Q: 3 clusters Score -1.611538e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -16118704.000000 Penalty: 5731.892090
	Iteration 6F: 3 clusters Score -1.61187e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -16123576.000000 Penalty: 5731.892090
	Iteration 7F: 3 clusters Score -1.612358e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -16130343.000000 Penalty: 5731.892090
	Iteration 8F: 3 clusters Score -1.613034e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -16137164.000000 Penalty: 5731.892090
	Iteration 9F: 3 clusters Score -1.613716e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -16142318.000000 Penalty: 5731.892090
	Iteration 10F: 3 clusters Score -1.614232e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -16145161.000000 Penalty: 5731.892090
	Iteration 11Q: 3 clusters Score -1.614516e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -16146375.000000 Penalty: 5731.892090
	Iteration 12Q: 3 clusters Score -1.614638e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -16146875.000000 Penalty: 5731.892090
	Iteration 13Q: 3 clusters Score -1.614688e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99017 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -16147086.000000 Penalty: 5731.892090
	Iteration 14Q: 3 clusters Score -1.614709e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -16147253.000000 Penalty: 5731.892090
	Iteration 15Q: 3 clusters Score -1.614725e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -16147352.000000 Penalty: 5731.892090
	Iteration 16Q: 3 clusters Score -1.614735e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -16147433.000000 Penalty: 5731.892090
	Iteration 17Q: 3 clusters Score -1.614743e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -16147427.000000 Penalty: 5731.892090
	Iteration 18Q: 3 clusters Score -1.614743e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -16147434.000000 Penalty: 5731.892090
	Iteration 19Q: 3 clusters Score -1.614743e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -16147476.000000 Penalty: 5731.892090
	Iteration 20F: 3 clusters Score -1.614748e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -16147452.000000 Penalty: 5731.892090
	Iteration 21Q: 3 clusters Score -1.614745e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -16147468.000000 Penalty: 5731.892090
	Iteration 22Q: 3 clusters Score -1.614747e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -16147524.000000 Penalty: 5731.892090
	Iteration 23Q: 3 clusters Score -1.614752e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16147520.000000 Penalty: 5731.892090
	Iteration 24Q: 3 clusters Score -1.614752e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16147483.000000 Penalty: 5731.892090
	Iteration 25Q: 3 clusters Score -1.614748e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -16147516.000000 Penalty: 5731.892090
	Iteration 26Q: 3 clusters Score -1.614752e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -16147521.000000 Penalty: 5731.892090
	Iteration 27Q: 3 clusters Score -1.614752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16147531.000000 Penalty: 5731.892090
	Iteration 28Q: 3 clusters Score -1.614753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -16147509.000000 Penalty: 5731.892090
	Iteration 29Q: 3 clusters Score -1.614751e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16147512.000000 Penalty: 5731.892090
	Iteration 30Q: 3 clusters Score -1.614751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16147528.000000 Penalty: 5731.892090
	Iteration 31Q: 3 clusters Score -1.614753e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16147522.000000 Penalty: 5731.892090
	Iteration 32Q: 3 clusters Score -1.614752e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16147512.000000 Penalty: 5731.892090
	Iteration 33Q: 3 clusters Score -1.614751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16147493.000000 Penalty: 5731.892090
	Iteration 34Q: 3 clusters Score -1.614749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16147467.000000 Penalty: 5731.892090
	Iteration 35Q: 3 clusters Score -1.614747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16147478.000000 Penalty: 5731.892090
	Iteration 36Q: 3 clusters Score -1.614748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16147468.000000 Penalty: 5731.892090
	Iteration 37Q: 3 clusters Score -1.614747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16147477.000000 Penalty: 5731.892090
	Iteration 38Q: 3 clusters Score -1.614748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16147478.000000 Penalty: 5731.892090
	Iteration 39Q: 3 clusters Score -1.614748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16147491.000000 Penalty: 5731.892090
	Iteration 40F: 3 clusters Score -1.614749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16147477.000000 Penalty: 5731.892090
	Iteration 41Q: 3 clusters Score -1.614748e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103320 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16147486.000000 Penalty: 5731.892090
	Iteration 42Q: 3 clusters Score -1.614749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16147494.000000 Penalty: 5731.892090
	Iteration 43Q: 3 clusters Score -1.614749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16147492.000000 Penalty: 5731.892090
	Iteration 44Q: 3 clusters Score -1.614749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16147505.000000 Penalty: 5731.892090
	Iteration 45Q: 3 clusters Score -1.61475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16147483.000000 Penalty: 5731.892090
	Iteration 46Q: 3 clusters Score -1.614748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16147497.000000 Penalty: 5731.892090
	Iteration 47Q: 3 clusters Score -1.61475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16147512.000000 Penalty: 5731.892090
	Iteration 48Q: 3 clusters Score -1.614751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16147507.000000 Penalty: 5731.892090
	Iteration 49Q: 3 clusters Score -1.614751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16147503.000000 Penalty: 5731.892090
	Iteration 50Q: 3 clusters Score -1.61475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16147490.000000 Penalty: 5731.892090
	Iteration 51Q: 3 clusters Score -1.614749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16147483.000000 Penalty: 5731.892090
	Iteration 52Q: 3 clusters Score -1.614748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16147495.000000 Penalty: 5731.892090
	Iteration 53Q: 3 clusters Score -1.61475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16147502.000000 Penalty: 5731.892090
	Iteration 54Q: 3 clusters Score -1.61475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16147519.000000 Penalty: 5731.892090
	Iteration 55Q: 3 clusters Score -1.614752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16147527.000000 Penalty: 5731.892090
	Iteration 56Q: 3 clusters Score -1.614753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16147522.000000 Penalty: 5731.892090
	Iteration 57Q: 3 clusters Score -1.614752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16147513.000000 Penalty: 5731.892090
	Iteration 58Q: 3 clusters Score -1.614751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16147506.000000 Penalty: 5731.892090
	Iteration 59Q: 3 clusters Score -1.614751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103562 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16147496.000000 Penalty: 5731.892090
	Iteration 60F: 3 clusters Score -1.61475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16147506.000000 Penalty: 5731.892090
	Iteration 61Q: 3 clusters Score -1.614751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16147501.000000 Penalty: 5731.892090
	Iteration 62Q: 3 clusters Score -1.61475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16147496.000000 Penalty: 5731.892090
	Iteration 63Q: 3 clusters Score -1.61475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16147504.000000 Penalty: 5731.892090
	Iteration 64Q: 3 clusters Score -1.61475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16147492.000000 Penalty: 5731.892090
	Iteration 65Q: 3 clusters Score -1.614749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16147498.000000 Penalty: 5731.892090
	Iteration 66Q: 3 clusters Score -1.61475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16147496.000000 Penalty: 5731.892090
	Iteration 67Q: 3 clusters Score -1.61475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16147504.000000 Penalty: 5731.892090
	Iteration 68Q: 3 clusters Score -1.61475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16147501.000000 Penalty: 5731.892090
	Iteration 69Q: 3 clusters Score -1.61475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16147492.000000 Penalty: 5731.892090
	Iteration 70Q: 3 clusters Score -1.614749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16147504.000000 Penalty: 5731.892090
	Iteration 71Q: 3 clusters Score -1.61475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16147506.000000 Penalty: 5731.892090
	Iteration 72Q: 3 clusters Score -1.614751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16147506.000000 Penalty: 5731.892090
	Iteration 73F: 3 clusters Score -1.614751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 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 125 members 
Entering Unmasked Estep 
Score: -24213.259766 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24213.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24311.474609 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24311.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24383.580078 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24383.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24393.755859 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24393.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24396.923828 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24396.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24396.923828 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24396.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1270333.500000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1263576.500000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1263576 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1265441.375000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1265441 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1265766.000000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1265766 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1266036.375000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1266036 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1266292.500000 Penalty: 4492.539551
	Iteration 4F: 3 clusters Score -1266292 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1266543.500000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1266544 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1266815.250000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1266815 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1267060.750000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1267061 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1267283.000000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1267283 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1267496.875000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1267497 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1267721.750000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1267722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1267922.750000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1267923 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1268081.500000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1268082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1268183.750000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1268184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1268266.375000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1268266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1268341.875000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1268342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1268414.750000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1268415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1268461.875000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1268462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1268495.875000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1268496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1268534.125000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1268534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1268573.000000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1268573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1268608.875000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1268609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1268636.250000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1268636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1268654.250000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1268654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1268659.750000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1268660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1268670.875000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1268671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1268672.125000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1268672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1268678.250000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1268678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1268681.875000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1268682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1268685.750000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1268686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1268684.625000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1268685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1268684.625000 Penalty: 4492.539551
	Iteration 31F: 3 clusters Score -1268685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Entering Unmasked Estep 
Score: -1930782.000000 Penalty: 2340.098389
	Iteration 0F: 2 clusters Score -1930782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1921494.875000 Penalty: 4680.196777
	Iteration 0F: 3 clusters Score -1921495 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1924385.750000 Penalty: 4680.196777
	Iteration 1F: 3 clusters Score -1924386 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1924680.625000 Penalty: 4680.196777
	Iteration 2F: 3 clusters Score -1924681 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1924899.750000 Penalty: 4680.196777
	Iteration 3Q: 3 clusters Score -1924900 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1925098.375000 Penalty: 4680.196777
	Iteration 4Q: 3 clusters Score -1925098 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1925292.875000 Penalty: 4680.196777
	Iteration 5Q: 3 clusters Score -1925293 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1925497.250000 Penalty: 4680.196777
	Iteration 6Q: 3 clusters Score -1925497 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1925752.625000 Penalty: 4680.196777
	Iteration 7Q: 3 clusters Score -1925753 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1926043.375000 Penalty: 4680.196777
	Iteration 8Q: 3 clusters Score -1926043 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1926371.375000 Penalty: 4680.196777
	Iteration 9Q: 3 clusters Score -1926371 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1926690.250000 Penalty: 4680.196777
	Iteration 10Q: 3 clusters Score -1926690 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1926989.375000 Penalty: 4680.196777
	Iteration 11Q: 3 clusters Score -1926989 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1927273.000000 Penalty: 4680.196777
	Iteration 12Q: 3 clusters Score -1927273 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1927520.750000 Penalty: 4680.196777
	Iteration 13Q: 3 clusters Score -1927521 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1927736.875000 Penalty: 4680.196777
	Iteration 14Q: 3 clusters Score -1927737 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1927912.750000 Penalty: 4680.196777
	Iteration 15Q: 3 clusters Score -1927913 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1928048.250000 Penalty: 4680.196777
	Iteration 16Q: 3 clusters Score -1928048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1928201.875000 Penalty: 4680.196777
	Iteration 17Q: 3 clusters Score -1928202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1928332.500000 Penalty: 4680.196777
	Iteration 18Q: 3 clusters Score -1928332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1928435.000000 Penalty: 4680.196777
	Iteration 19Q: 3 clusters Score -1928435 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1928505.125000 Penalty: 4680.196777
	Iteration 20F: 3 clusters Score -1928505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1928564.250000 Penalty: 4680.196777
	Iteration 21Q: 3 clusters Score -1928564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1928614.625000 Penalty: 4680.196777
	Iteration 22Q: 3 clusters Score -1928615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1928656.375000 Penalty: 4680.196777
	Iteration 23Q: 3 clusters Score -1928656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1928679.750000 Penalty: 4680.196777
	Iteration 24Q: 3 clusters Score -1928680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1928696.375000 Penalty: 4680.196777
	Iteration 25Q: 3 clusters Score -1928696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1928714.125000 Penalty: 4680.196777
	Iteration 26Q: 3 clusters Score -1928714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1928731.000000 Penalty: 4680.196777
	Iteration 27Q: 3 clusters Score -1928731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1928743.625000 Penalty: 4680.196777
	Iteration 28Q: 3 clusters Score -1928744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1928758.875000 Penalty: 4680.196777
	Iteration 29Q: 3 clusters Score -1928759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1928767.125000 Penalty: 4680.196777
	Iteration 30Q: 3 clusters Score -1928767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1928775.000000 Penalty: 4680.196777
	Iteration 31Q: 3 clusters Score -1928775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1928778.250000 Penalty: 4680.196777
	Iteration 32Q: 3 clusters Score -1928778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1928776.875000 Penalty: 4680.196777
	Iteration 33Q: 3 clusters Score -1928777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1928781.625000 Penalty: 4680.196777
	Iteration 34Q: 3 clusters Score -1928782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1928785.875000 Penalty: 4680.196777
	Iteration 35Q: 3 clusters Score -1928786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1928783.875000 Penalty: 4680.196777
	Iteration 36Q: 3 clusters Score -1928784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1928792.625000 Penalty: 4680.196777
	Iteration 37Q: 3 clusters Score -1928793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1928805.875000 Penalty: 4680.196777
	Iteration 38Q: 3 clusters Score -1928806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1928813.500000 Penalty: 4680.196777
	Iteration 39Q: 3 clusters Score -1928814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1928815.125000 Penalty: 4680.196777
	Iteration 40F: 3 clusters Score -1928815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1928814.750000 Penalty: 4680.196777
	Iteration 41Q: 3 clusters Score -1928815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1928816.875000 Penalty: 4680.196777
	Iteration 42Q: 3 clusters Score -1928817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1928820.875000 Penalty: 4680.196777
	Iteration 43Q: 3 clusters Score -1928821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1928824.250000 Penalty: 4680.196777
	Iteration 44Q: 3 clusters Score -1928824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1928829.000000 Penalty: 4680.196777
	Iteration 45Q: 3 clusters Score -1928829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1928828.750000 Penalty: 4680.196777
	Iteration 46Q: 3 clusters Score -1928829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1928828.750000 Penalty: 4680.196777
	Iteration 47F: 3 clusters Score -1928829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142693.265625 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142693.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143208.156250 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143208.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143639.984375 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144140.765625 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -144140.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -144596.765625 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -144596.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144789.843750 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -144789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144850.250000 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144875.187500 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144885.156250 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144888.781250 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144889.421875 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144889.421875 Penalty: 3448.553467
	Iteration 11F: 3 clusters Score -144889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100468 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37900 members 
Mstep: Class 12 contains 81243 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101329 members 
Mstep: Class 19 contains 104465 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 104426 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
Score: -137777920.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137779440.000000 to -137777920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100468 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37900 members 
Mstep: Class 12 contains 81243 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101329 members 
Mstep: Class 19 contains 104465 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 22 contains 104426 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779312.000000 Penalty: 85112.554688
Iteration 439Q: 26 clusters Score -1.377793e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54159 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100471 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37898 members 
Mstep: Class 12 contains 81236 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69444 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 101317 members 
Mstep: Class 19 contains 104472 members 
Mstep: Class 20 contains 38027 members 
Mstep: Class 22 contains 104429 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779424.000000 Penalty: 85112.554688
Iteration 440F: 26 clusters Score -1.377794e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54163 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100475 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37898 members 
Mstep: Class 12 contains 81232 members 
Mstep: Class 13 contains 40490 members 
Mstep: Class 14 contains 69447 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101313 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 38027 members 
Mstep: Class 22 contains 104421 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779408.000000 Penalty: 85112.554688
Iteration 441Q: 26 clusters Score -1.377794e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54169 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100474 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37896 members 
Mstep: Class 12 contains 81237 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 69448 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 101313 members 
Mstep: Class 19 contains 104491 members 
Mstep: Class 20 contains 38024 members 
Mstep: Class 22 contains 104397 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779456.000000 Penalty: 85112.554688
Iteration 442Q: 26 clusters Score -1.377795e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54174 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100473 members 
Mstep: Class 9 contains 48440 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37895 members 
Mstep: Class 12 contains 81236 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 69454 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 101315 members 
Mstep: Class 19 contains 104518 members 
Mstep: Class 20 contains 38022 members 
Mstep: Class 22 contains 104367 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12535 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779424.000000 Penalty: 85112.554688
Iteration 443Q: 26 clusters Score -1.377794e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 54178 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100477 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37891 members 
Mstep: Class 12 contains 81235 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 69462 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58272 members 
Mstep: Class 18 contains 101308 members 
Mstep: Class 19 contains 104534 members 
Mstep: Class 20 contains 38021 members 
Mstep: Class 22 contains 104351 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779216.000000 Penalty: 85112.554688
Iteration 444Q: 26 clusters Score -1.377792e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54181 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100476 members 
Mstep: Class 9 contains 48439 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37889 members 
Mstep: Class 12 contains 81233 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 69465 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25929 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 101315 members 
Mstep: Class 19 contains 104535 members 
Mstep: Class 20 contains 38018 members 
Mstep: Class 22 contains 104342 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779216.000000 Penalty: 85112.554688
Iteration 445Q: 26 clusters Score -1.377792e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54181 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100472 members 
Mstep: Class 9 contains 48439 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37886 members 
Mstep: Class 12 contains 81236 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69470 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 101310 members 
Mstep: Class 19 contains 104546 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 22 contains 104341 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 446Q: 26 clusters Score -1.377791e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54184 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100477 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37886 members 
Mstep: Class 12 contains 81232 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69466 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25927 members 
Mstep: Class 17 contains 58262 members 
Mstep: Class 18 contains 101310 members 
Mstep: Class 19 contains 104556 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 22 contains 104337 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 447Q: 26 clusters Score -1.377791e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54185 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100477 members 
Mstep: Class 9 contains 48436 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37885 members 
Mstep: Class 12 contains 81230 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 69462 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25929 members 
Mstep: Class 17 contains 58254 members 
Mstep: Class 18 contains 101317 members 
Mstep: Class 19 contains 104556 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 22 contains 104351 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 448Q: 26 clusters Score -1.377791e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100474 members 
Mstep: Class 9 contains 48442 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37884 members 
Mstep: Class 12 contains 81229 members 
Mstep: Class 13 contains 40493 members 
Mstep: Class 14 contains 69471 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 58253 members 
Mstep: Class 18 contains 101303 members 
Mstep: Class 19 contains 104544 members 
Mstep: Class 20 contains 38002 members 
Mstep: Class 22 contains 104365 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779184.000000 Penalty: 85112.554688
Iteration 449Q: 26 clusters Score -1.377792e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 54200 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100474 members 
Mstep: Class 9 contains 48448 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37884 members 
Mstep: Class 12 contains 81228 members 
Mstep: Class 13 contains 40493 members 
Mstep: Class 14 contains 69475 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 101294 members 
Mstep: Class 19 contains 104552 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 22 contains 104347 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779248.000000 Penalty: 85112.554688
Iteration 450Q: 26 clusters Score -1.377792e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 54205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100470 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37883 members 
Mstep: Class 12 contains 81224 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69473 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 101289 members 
Mstep: Class 19 contains 104554 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 22 contains 104345 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779232.000000 Penalty: 85112.554688
Iteration 451Q: 26 clusters Score -1.377792e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100477 members 
Mstep: Class 9 contains 48470 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37881 members 
Mstep: Class 12 contains 81222 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69471 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 101290 members 
Mstep: Class 19 contains 104539 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 22 contains 104350 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779232.000000 Penalty: 85112.554688
Iteration 452Q: 26 clusters Score -1.377792e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 54196 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100473 members 
Mstep: Class 9 contains 48484 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37881 members 
Mstep: Class 12 contains 81221 members 
Mstep: Class 13 contains 40494 members 
Mstep: Class 14 contains 69462 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 58254 members 
Mstep: Class 18 contains 101291 members 
Mstep: Class 19 contains 104539 members 
Mstep: Class 20 contains 38008 members 
Mstep: Class 22 contains 104351 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 85112.554688
Iteration 453Q: 26 clusters Score -1.377792e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 54190 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100471 members 
Mstep: Class 9 contains 48496 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37880 members 
Mstep: Class 12 contains 81214 members 
Mstep: Class 13 contains 40494 members 
Mstep: Class 14 contains 69470 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25927 members 
Mstep: Class 17 contains 58252 members 
Mstep: Class 18 contains 101286 members 
Mstep: Class 19 contains 104528 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 22 contains 104364 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 454Q: 26 clusters Score -1.37779e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5603 members 
Mstep: Class 5 contains 54195 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100461 members 
Mstep: Class 9 contains 48512 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 81203 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69479 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 58249 members 
Mstep: Class 18 contains 101290 members 
Mstep: Class 19 contains 104512 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 22 contains 104369 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 455Q: 26 clusters Score -1.377791e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5602 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100454 members 
Mstep: Class 9 contains 48519 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37878 members 
Mstep: Class 12 contains 81208 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69481 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25929 members 
Mstep: Class 17 contains 58243 members 
Mstep: Class 18 contains 101282 members 
Mstep: Class 19 contains 104510 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 22 contains 104376 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 456Q: 26 clusters Score -1.377791e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 54191 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100450 members 
Mstep: Class 9 contains 48531 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 81208 members 
Mstep: Class 13 contains 40494 members 
Mstep: Class 14 contains 69488 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25927 members 
Mstep: Class 17 contains 58238 members 
Mstep: Class 18 contains 101279 members 
Mstep: Class 19 contains 104501 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 22 contains 104381 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779264.000000 Penalty: 85112.554688
Iteration 457Q: 26 clusters Score -1.377793e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 54193 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100444 members 
Mstep: Class 9 contains 48542 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 81194 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69499 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58234 members 
Mstep: Class 18 contains 101271 members 
Mstep: Class 19 contains 104506 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 22 contains 104390 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12548 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779296.000000 Penalty: 85112.554688
Iteration 458Q: 26 clusters Score -1.377793e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 54201 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100437 members 
Mstep: Class 9 contains 48549 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 81185 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69502 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 58230 members 
Mstep: Class 18 contains 101273 members 
Mstep: Class 19 contains 104495 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 22 contains 104406 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 459Q: 26 clusters Score -1.377791e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 54203 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100428 members 
Mstep: Class 9 contains 48568 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 81184 members 
Mstep: Class 13 contains 40496 members 
Mstep: Class 14 contains 69511 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58226 members 
Mstep: Class 18 contains 101246 members 
Mstep: Class 19 contains 104492 members 
Mstep: Class 20 contains 38001 members 
Mstep: Class 22 contains 104421 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 460F: 26 clusters Score -1.377791e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100423 members 
Mstep: Class 9 contains 48576 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37878 members 
Mstep: Class 12 contains 81186 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69522 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58223 members 
Mstep: Class 18 contains 101237 members 
Mstep: Class 19 contains 104478 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 22 contains 104439 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12540 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 85112.554688
Iteration 461Q: 26 clusters Score -1.377792e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54201 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100414 members 
Mstep: Class 9 contains 48581 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81184 members 
Mstep: Class 13 contains 40496 members 
Mstep: Class 14 contains 69527 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 101237 members 
Mstep: Class 19 contains 104464 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 22 contains 104459 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 462Q: 26 clusters Score -1.37779e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 100406 members 
Mstep: Class 9 contains 48585 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81177 members 
Mstep: Class 13 contains 40496 members 
Mstep: Class 14 contains 69531 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 58214 members 
Mstep: Class 18 contains 101239 members 
Mstep: Class 19 contains 104450 members 
Mstep: Class 20 contains 38005 members 
Mstep: Class 22 contains 104477 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 463Q: 26 clusters Score -1.37779e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54206 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 8 contains 100392 members 
Mstep: Class 9 contains 48591 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81168 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69537 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58207 members 
Mstep: Class 18 contains 101238 members 
Mstep: Class 19 contains 104428 members 
Mstep: Class 20 contains 38002 members 
Mstep: Class 22 contains 104527 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 464Q: 26 clusters Score -1.37779e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54207 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100377 members 
Mstep: Class 9 contains 48599 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81156 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 69540 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58207 members 
Mstep: Class 18 contains 101241 members 
Mstep: Class 19 contains 104401 members 
Mstep: Class 20 contains 38004 members 
Mstep: Class 22 contains 104568 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12531 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 465Q: 26 clusters Score -1.377788e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54211 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100359 members 
Mstep: Class 9 contains 48621 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81149 members 
Mstep: Class 13 contains 40496 members 
Mstep: Class 14 contains 69545 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58211 members 
Mstep: Class 18 contains 101245 members 
Mstep: Class 19 contains 104372 members 
Mstep: Class 20 contains 38001 members 
Mstep: Class 22 contains 104585 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12531 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 466Q: 26 clusters Score -1.377789e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54224 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100340 members 
Mstep: Class 9 contains 48635 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81144 members 
Mstep: Class 13 contains 40497 members 
Mstep: Class 14 contains 69550 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58212 members 
Mstep: Class 18 contains 101241 members 
Mstep: Class 19 contains 104359 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12528 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779008.000000 Penalty: 85112.554688
Iteration 467Q: 26 clusters Score -1.37779e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54231 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100328 members 
Mstep: Class 9 contains 48641 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81144 members 
Mstep: Class 13 contains 40501 members 
Mstep: Class 14 contains 69543 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58209 members 
Mstep: Class 18 contains 101232 members 
Mstep: Class 19 contains 104356 members 
Mstep: Class 20 contains 37997 members 
Mstep: Class 22 contains 104618 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 468Q: 26 clusters Score -1.377789e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54232 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100312 members 
Mstep: Class 9 contains 48651 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81130 members 
Mstep: Class 13 contains 40501 members 
Mstep: Class 14 contains 69545 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58209 members 
Mstep: Class 18 contains 101241 members 
Mstep: Class 19 contains 104356 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 22 contains 104624 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12526 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 469Q: 26 clusters Score -1.37779e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54235 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100302 members 
Mstep: Class 9 contains 48669 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81118 members 
Mstep: Class 13 contains 40500 members 
Mstep: Class 14 contains 69540 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 58207 members 
Mstep: Class 18 contains 101242 members 
Mstep: Class 19 contains 104366 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 22 contains 104620 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 470Q: 26 clusters Score -1.377789e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54237 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100294 members 
Mstep: Class 9 contains 48687 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81112 members 
Mstep: Class 13 contains 40500 members 
Mstep: Class 14 contains 69537 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58207 members 
Mstep: Class 18 contains 101236 members 
Mstep: Class 19 contains 104385 members 
Mstep: Class 20 contains 37994 members 
Mstep: Class 22 contains 104608 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 471Q: 26 clusters Score -1.377789e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54233 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100285 members 
Mstep: Class 9 contains 48705 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 12 contains 81101 members 
Mstep: Class 13 contains 40501 members 
Mstep: Class 14 contains 69542 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58204 members 
Mstep: Class 18 contains 101237 members 
Mstep: Class 19 contains 104396 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778896.000000 Penalty: 85112.554688
Iteration 472Q: 26 clusters Score -1.377789e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54228 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100273 members 
Mstep: Class 9 contains 48721 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81092 members 
Mstep: Class 13 contains 40502 members 
Mstep: Class 14 contains 69544 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58200 members 
Mstep: Class 18 contains 101236 members 
Mstep: Class 19 contains 104420 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 22 contains 104588 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778992.000000 Penalty: 85112.554688
Iteration 473Q: 26 clusters Score -1.37779e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54224 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100267 members 
Mstep: Class 9 contains 48730 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81083 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69550 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58197 members 
Mstep: Class 18 contains 101222 members 
Mstep: Class 19 contains 104450 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 22 contains 104579 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12527 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 474Q: 26 clusters Score -1.377791e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54224 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100261 members 
Mstep: Class 9 contains 48736 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37876 members 
Mstep: Class 12 contains 81070 members 
Mstep: Class 13 contains 40505 members 
Mstep: Class 14 contains 69560 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58191 members 
Mstep: Class 18 contains 101215 members 
Mstep: Class 19 contains 104470 members 
Mstep: Class 20 contains 37996 members 
Mstep: Class 22 contains 104575 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12524 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 475Q: 26 clusters Score -1.377791e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54221 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100256 members 
Mstep: Class 9 contains 48740 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37874 members 
Mstep: Class 12 contains 81051 members 
Mstep: Class 13 contains 40506 members 
Mstep: Class 14 contains 69565 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58187 members 
Mstep: Class 18 contains 101212 members 
Mstep: Class 19 contains 104489 members 
Mstep: Class 20 contains 37997 members 
Mstep: Class 22 contains 104583 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12522 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779088.000000 Penalty: 85112.554688
Iteration 476Q: 26 clusters Score -1.377791e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100244 members 
Mstep: Class 9 contains 48745 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81044 members 
Mstep: Class 13 contains 40505 members 
Mstep: Class 14 contains 69566 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58184 members 
Mstep: Class 18 contains 101210 members 
Mstep: Class 19 contains 104514 members 
Mstep: Class 20 contains 37994 members 
Mstep: Class 22 contains 104588 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12520 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779104.000000 Penalty: 85112.554688
Iteration 477Q: 26 clusters Score -1.377791e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 54213 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100230 members 
Mstep: Class 9 contains 48748 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81036 members 
Mstep: Class 13 contains 40505 members 
Mstep: Class 14 contains 69563 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58183 members 
Mstep: Class 18 contains 101219 members 
Mstep: Class 19 contains 104538 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 22 contains 104583 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12519 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 478Q: 26 clusters Score -1.377791e+08 nChanged 143
Entering ConstructFrom: 
Score: -137779056.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -308147.687500 Penalty: 1884.154297
	Iteration 0F: 2 clusters Score -308147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -305557.781250 Penalty: 3768.308594
	Iteration 0F: 3 clusters Score -305557.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -305944.406250 Penalty: 3768.308594
	Iteration 1F: 3 clusters Score -305944.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306081.968750 Penalty: 3768.308594
	Iteration 2F: 3 clusters Score -306082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306164.625000 Penalty: 3768.308594
	Iteration 3Q: 3 clusters Score -306164.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306205.906250 Penalty: 3768.308594
	Iteration 4Q: 3 clusters Score -306205.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306230.968750 Penalty: 3768.308594
	Iteration 5Q: 3 clusters Score -306231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306244.593750 Penalty: 3768.308594
	Iteration 6Q: 3 clusters Score -306244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306251.062500 Penalty: 3768.308594
	Iteration 7Q: 3 clusters Score -306251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306255.812500 Penalty: 3768.308594
	Iteration 8Q: 3 clusters Score -306255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306263.843750 Penalty: 3768.308594
	Iteration 9Q: 3 clusters Score -306263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -306270.093750 Penalty: 3768.308594
	Iteration 10Q: 3 clusters Score -306270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306274.781250 Penalty: 3768.308594
	Iteration 11Q: 3 clusters Score -306274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306277.687500 Penalty: 3768.308594
	Iteration 12Q: 3 clusters Score -306277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306279.343750 Penalty: 3768.308594
	Iteration 13Q: 3 clusters Score -306279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306280.531250 Penalty: 3768.308594
	Iteration 14Q: 3 clusters Score -306280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306283.062500 Penalty: 3768.308594
	Iteration 15Q: 3 clusters Score -306283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306286.875000 Penalty: 3768.308594
	Iteration 16Q: 3 clusters Score -306286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306288.812500 Penalty: 3768.308594
	Iteration 17Q: 3 clusters Score -306288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -306291.156250 Penalty: 3768.308594
	Iteration 18Q: 3 clusters Score -306291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -306292.625000 Penalty: 3768.308594
	Iteration 19Q: 3 clusters Score -306292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -306293.031250 Penalty: 3768.308594
	Iteration 20F: 3 clusters Score -306293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306294.437500 Penalty: 3768.308594
	Iteration 21Q: 3 clusters Score -306294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306295.093750 Penalty: 3768.308594
	Iteration 22Q: 3 clusters Score -306295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -306295.468750 Penalty: 3768.308594
	Iteration 23Q: 3 clusters Score -306295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306295.968750 Penalty: 3768.308594
	Iteration 24Q: 3 clusters Score -306296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306295.968750 Penalty: 3768.308594
	Iteration 25F: 3 clusters Score -306296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42040.308594 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42040.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40740.789062 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40740.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41074.703125 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41074.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41230.042969 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41230.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41321.109375 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41321.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41366.402344 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41387.707031 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41387.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41403.796875 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41457.875000 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41457.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41515.562500 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41515.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41552.296875 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41555.113281 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41555.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41556.519531 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -41556.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41588.429688 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -41588.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41604.605469 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -41604.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41615.003906 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -41615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41615.003906 Penalty: 2905.534668
	Iteration 15F: 3 clusters Score -41615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -1393229.750000 Penalty: 2281.069824
	Iteration 0F: 2 clusters Score -1393230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1385574.500000 Penalty: 4562.139648
	Iteration 0F: 3 clusters Score -1385574 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1387688.000000 Penalty: 4562.139648
	Iteration 1F: 3 clusters Score -1387688 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1388061.125000 Penalty: 4562.139648
	Iteration 2F: 3 clusters Score -1388061 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1388380.875000 Penalty: 4562.139648
	Iteration 3F: 3 clusters Score -1388381 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1388718.125000 Penalty: 4562.139648
	Iteration 4F: 3 clusters Score -1388718 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1389083.250000 Penalty: 4562.139648
	Iteration 5F: 3 clusters Score -1389083 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1389476.375000 Penalty: 4562.139648
	Iteration 6F: 3 clusters Score -1389476 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1389901.625000 Penalty: 4562.139648
	Iteration 7F: 3 clusters Score -1389902 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1390338.625000 Penalty: 4562.139648
	Iteration 8F: 3 clusters Score -1390339 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1390696.000000 Penalty: 4562.139648
	Iteration 9Q: 3 clusters Score -1390696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1390925.750000 Penalty: 4562.139648
	Iteration 10Q: 3 clusters Score -1390926 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1391090.500000 Penalty: 4562.139648
	Iteration 11Q: 3 clusters Score -1391090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1391219.500000 Penalty: 4562.139648
	Iteration 12Q: 3 clusters Score -1391220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1391315.375000 Penalty: 4562.139648
	Iteration 13Q: 3 clusters Score -1391315 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1391376.625000 Penalty: 4562.139648
	Iteration 14Q: 3 clusters Score -1391377 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1391422.875000 Penalty: 4562.139648
	Iteration 15Q: 3 clusters Score -1391423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1391456.250000 Penalty: 4562.139648
	Iteration 16Q: 3 clusters Score -1391456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1391473.375000 Penalty: 4562.139648
	Iteration 17Q: 3 clusters Score -1391473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1391490.625000 Penalty: 4562.139648
	Iteration 18Q: 3 clusters Score -1391491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1391508.625000 Penalty: 4562.139648
	Iteration 19Q: 3 clusters Score -1391509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1391517.875000 Penalty: 4562.139648
	Iteration 20F: 3 clusters Score -1391518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1391535.625000 Penalty: 4562.139648
	Iteration 21Q: 3 clusters Score -1391536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1391543.750000 Penalty: 4562.139648
	Iteration 22Q: 3 clusters Score -1391544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1391547.375000 Penalty: 4562.139648
	Iteration 23Q: 3 clusters Score -1391547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1391558.500000 Penalty: 4562.139648
	Iteration 24Q: 3 clusters Score -1391558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1391562.375000 Penalty: 4562.139648
	Iteration 25Q: 3 clusters Score -1391562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1391573.500000 Penalty: 4562.139648
	Iteration 26Q: 3 clusters Score -1391574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1391582.625000 Penalty: 4562.139648
	Iteration 27Q: 3 clusters Score -1391583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1391595.625000 Penalty: 4562.139648
	Iteration 28Q: 3 clusters Score -1391596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1391603.125000 Penalty: 4562.139648
	Iteration 29Q: 3 clusters Score -1391603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1391606.125000 Penalty: 4562.139648
	Iteration 30Q: 3 clusters Score -1391606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1391613.000000 Penalty: 4562.139648
	Iteration 31Q: 3 clusters Score -1391613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1391618.500000 Penalty: 4562.139648
	Iteration 32Q: 3 clusters Score -1391618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1391624.000000 Penalty: 4562.139648
	Iteration 33Q: 3 clusters Score -1391624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1391632.750000 Penalty: 4562.139648
	Iteration 34Q: 3 clusters Score -1391633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1391633.875000 Penalty: 4562.139648
	Iteration 35Q: 3 clusters Score -1391634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1391635.750000 Penalty: 4562.139648
	Iteration 36Q: 3 clusters Score -1391636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1391642.000000 Penalty: 4562.139648
	Iteration 37Q: 3 clusters Score -1391642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1391641.875000 Penalty: 4562.139648
	Iteration 38Q: 3 clusters Score -1391642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1391643.250000 Penalty: 4562.139648
	Iteration 39Q: 3 clusters Score -1391643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1391647.250000 Penalty: 4562.139648
	Iteration 40F: 3 clusters Score -1391647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1391642.375000 Penalty: 4562.139648
	Iteration 41Q: 3 clusters Score -1391642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1391645.375000 Penalty: 4562.139648
	Iteration 42Q: 3 clusters Score -1391645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1391647.875000 Penalty: 4562.139648
	Iteration 43Q: 3 clusters Score -1391648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1391644.750000 Penalty: 4562.139648
	Iteration 44Q: 3 clusters Score -1391645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1391645.750000 Penalty: 4562.139648
	Iteration 45Q: 3 clusters Score -1391646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1391644.625000 Penalty: 4562.139648
	Iteration 46Q: 3 clusters Score -1391645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1391651.375000 Penalty: 4562.139648
	Iteration 47Q: 3 clusters Score -1391651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1391653.500000 Penalty: 4562.139648
	Iteration 48Q: 3 clusters Score -1391654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1391655.000000 Penalty: 4562.139648
	Iteration 49Q: 3 clusters Score -1391655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1391654.375000 Penalty: 4562.139648
	Iteration 50Q: 3 clusters Score -1391654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1391658.000000 Penalty: 4562.139648
	Iteration 51Q: 3 clusters Score -1391658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1391657.750000 Penalty: 4562.139648
	Iteration 52Q: 3 clusters Score -1391658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1391658.375000 Penalty: 4562.139648
	Iteration 53Q: 3 clusters Score -1391658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1391660.375000 Penalty: 4562.139648
	Iteration 54Q: 3 clusters Score -1391660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1391664.375000 Penalty: 4562.139648
	Iteration 55Q: 3 clusters Score -1391664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1391664.750000 Penalty: 4562.139648
	Iteration 56Q: 3 clusters Score -1391665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1391667.250000 Penalty: 4562.139648
	Iteration 57Q: 3 clusters Score -1391667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1391666.750000 Penalty: 4562.139648
	Iteration 58Q: 3 clusters Score -1391667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1391668.750000 Penalty: 4562.139648
	Iteration 59Q: 3 clusters Score -1391669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1391671.875000 Penalty: 4562.139648
	Iteration 60F: 3 clusters Score -1391672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1391670.125000 Penalty: 4562.139648
	Iteration 61Q: 3 clusters Score -1391670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1391671.250000 Penalty: 4562.139648
	Iteration 62Q: 3 clusters Score -1391671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1391673.250000 Penalty: 4562.139648
	Iteration 63Q: 3 clusters Score -1391673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1391673.250000 Penalty: 4562.139648
	Iteration 64Q: 3 clusters Score -1391673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1391679.500000 Penalty: 4562.139648
	Iteration 65Q: 3 clusters Score -1391680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1391684.000000 Penalty: 4562.139648
	Iteration 66Q: 3 clusters Score -1391684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1391688.000000 Penalty: 4562.139648
	Iteration 67Q: 3 clusters Score -1391688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1391689.000000 Penalty: 4562.139648
	Iteration 68Q: 3 clusters Score -1391689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1391693.500000 Penalty: 4562.139648
	Iteration 69Q: 3 clusters Score -1391694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1391697.375000 Penalty: 4562.139648
	Iteration 70Q: 3 clusters Score -1391697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1391702.500000 Penalty: 4562.139648
	Iteration 71Q: 3 clusters Score -1391702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1391707.500000 Penalty: 4562.139648
	Iteration 72Q: 3 clusters Score -1391708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1391711.375000 Penalty: 4562.139648
	Iteration 73Q: 3 clusters Score -1391711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1391725.750000 Penalty: 4562.139648
	Iteration 74Q: 3 clusters Score -1391726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1391739.875000 Penalty: 4562.139648
	Iteration 75Q: 3 clusters Score -1391740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1391752.750000 Penalty: 4562.139648
	Iteration 76Q: 3 clusters Score -1391753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1391767.125000 Penalty: 4562.139648
	Iteration 77Q: 3 clusters Score -1391767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1391781.875000 Penalty: 4562.139648
	Iteration 78Q: 3 clusters Score -1391782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1391807.000000 Penalty: 4562.139648
	Iteration 79Q: 3 clusters Score -1391807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1391836.250000 Penalty: 4562.139648
	Iteration 80F: 3 clusters Score -1391836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1391872.625000 Penalty: 4562.139648
	Iteration 81Q: 3 clusters Score -1391873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1391903.125000 Penalty: 4562.139648
	Iteration 82Q: 3 clusters Score -1391903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1391928.250000 Penalty: 4562.139648
	Iteration 83Q: 3 clusters Score -1391928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1391961.375000 Penalty: 4562.139648
	Iteration 84Q: 3 clusters Score -1391961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1391996.375000 Penalty: 4562.139648
	Iteration 85Q: 3 clusters Score -1391996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1392022.000000 Penalty: 4562.139648
	Iteration 86Q: 3 clusters Score -1392022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1392037.875000 Penalty: 4562.139648
	Iteration 87Q: 3 clusters Score -1392038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1392048.625000 Penalty: 4562.139648
	Iteration 88Q: 3 clusters Score -1392049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1392058.500000 Penalty: 4562.139648
	Iteration 89Q: 3 clusters Score -1392058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1392070.625000 Penalty: 4562.139648
	Iteration 90Q: 3 clusters Score -1392071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1392074.125000 Penalty: 4562.139648
	Iteration 91Q: 3 clusters Score -1392074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1392080.125000 Penalty: 4562.139648
	Iteration 92Q: 3 clusters Score -1392080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1392089.750000 Penalty: 4562.139648
	Iteration 93Q: 3 clusters Score -1392090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1392101.500000 Penalty: 4562.139648
	Iteration 94Q: 3 clusters Score -1392102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1392107.875000 Penalty: 4562.139648
	Iteration 95Q: 3 clusters Score -1392108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1392113.250000 Penalty: 4562.139648
	Iteration 96Q: 3 clusters Score -1392113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1392113.500000 Penalty: 4562.139648
	Iteration 97Q: 3 clusters Score -1392114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1392116.750000 Penalty: 4562.139648
	Iteration 98Q: 3 clusters Score -1392117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1392118.375000 Penalty: 4562.139648
	Iteration 99Q: 3 clusters Score -1392118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1392116.875000 Penalty: 4562.139648
	Iteration 100F: 3 clusters Score -1392117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1392117.375000 Penalty: 4562.139648
	Iteration 101Q: 3 clusters Score -1392117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1392115.250000 Penalty: 4562.139648
	Iteration 102Q: 3 clusters Score -1392115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1392118.125000 Penalty: 4562.139648
	Iteration 103Q: 3 clusters Score -1392118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1392116.125000 Penalty: 4562.139648
	Iteration 104Q: 3 clusters Score -1392116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1392116.125000 Penalty: 4562.139648
	Iteration 105F: 3 clusters Score -1392116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -824512.750000 Penalty: 2140.325195
	Iteration 0F: 2 clusters Score -824512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -819638.437500 Penalty: 4280.650391
	Iteration 0F: 3 clusters Score -819638.4 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -821027.625000 Penalty: 4280.650391
	Iteration 1F: 3 clusters Score -821027.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -821507.875000 Penalty: 4280.650391
	Iteration 2F: 3 clusters Score -821507.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -821954.125000 Penalty: 4280.650391
	Iteration 3F: 3 clusters Score -821954.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -822355.375000 Penalty: 4280.650391
	Iteration 4F: 3 clusters Score -822355.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -822654.875000 Penalty: 4280.650391
	Iteration 5F: 3 clusters Score -822654.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -822812.937500 Penalty: 4280.650391
	Iteration 6Q: 3 clusters Score -822812.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -822926.000000 Penalty: 4280.650391
	Iteration 7Q: 3 clusters Score -822926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -822991.250000 Penalty: 4280.650391
	Iteration 8Q: 3 clusters Score -822991.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -823038.937500 Penalty: 4280.650391
	Iteration 9Q: 3 clusters Score -823038.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -823063.062500 Penalty: 4280.650391
	Iteration 10Q: 3 clusters Score -823063.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -823075.812500 Penalty: 4280.650391
	Iteration 11Q: 3 clusters Score -823075.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -823088.500000 Penalty: 4280.650391
	Iteration 12Q: 3 clusters Score -823088.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -823096.562500 Penalty: 4280.650391
	Iteration 13Q: 3 clusters Score -823096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -823103.625000 Penalty: 4280.650391
	Iteration 14Q: 3 clusters Score -823103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -823106.187500 Penalty: 4280.650391
	Iteration 15Q: 3 clusters Score -823106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -823110.062500 Penalty: 4280.650391
	Iteration 16Q: 3 clusters Score -823110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -823110.812500 Penalty: 4280.650391
	Iteration 17Q: 3 clusters Score -823110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -823111.750000 Penalty: 4280.650391
	Iteration 18Q: 3 clusters Score -823111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -823112.812500 Penalty: 4280.650391
	Iteration 19Q: 3 clusters Score -823112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -823116.500000 Penalty: 4280.650391
	Iteration 20F: 3 clusters Score -823116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -823119.187500 Penalty: 4280.650391
	Iteration 21Q: 3 clusters Score -823119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -823118.250000 Penalty: 4280.650391
	Iteration 22Q: 3 clusters Score -823118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -823118.500000 Penalty: 4280.650391
	Iteration 23Q: 3 clusters Score -823118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -823118.500000 Penalty: 4280.650391
	Iteration 24F: 3 clusters Score -823118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Entering Unmasked Estep 
Score: -8162458.500000 Penalty: 2703.344971
	Iteration 0F: 2 clusters Score -8162458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8126105.500000 Penalty: 5406.689941
	Iteration 0F: 3 clusters Score -8126106 nChanged 24968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -8139922.500000 Penalty: 5406.689941
	Iteration 1F: 3 clusters Score -8139922 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -8140472.000000 Penalty: 5406.689941
	Iteration 2Q: 3 clusters Score -8140472 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -8140988.500000 Penalty: 5406.689941
	Iteration 3Q: 3 clusters Score -8140988 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8141615.000000 Penalty: 5406.689941
	Iteration 4Q: 3 clusters Score -8141615 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8142312.500000 Penalty: 5406.689941
	Iteration 5Q: 3 clusters Score -8142312 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -8143342.500000 Penalty: 5406.689941
	Iteration 6Q: 3 clusters Score -8143342 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -8144983.000000 Penalty: 5406.689941
	Iteration 7F: 3 clusters Score -8144983 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -8147154.500000 Penalty: 5406.689941
	Iteration 8F: 3 clusters Score -8147154 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8149582.500000 Penalty: 5406.689941
	Iteration 9F: 3 clusters Score -8149582 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8151835.500000 Penalty: 5406.689941
	Iteration 10F: 3 clusters Score -8151836 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8153873.000000 Penalty: 5406.689941
	Iteration 11F: 3 clusters Score -8153873 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8155525.000000 Penalty: 5406.689941
	Iteration 12Q: 3 clusters Score -8155525 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -8156995.000000 Penalty: 5406.689941
	Iteration 13Q: 3 clusters Score -8156995 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -8158068.500000 Penalty: 5406.689941
	Iteration 14Q: 3 clusters Score -8158068 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -8158792.000000 Penalty: 5406.689941
	Iteration 15Q: 3 clusters Score -8158792 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -8159357.500000 Penalty: 5406.689941
	Iteration 16Q: 3 clusters Score -8159358 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -8159759.500000 Penalty: 5406.689941
	Iteration 17Q: 3 clusters Score -8159760 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -8160005.500000 Penalty: 5406.689941
	Iteration 18Q: 3 clusters Score -8160006 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -8160117.000000 Penalty: 5406.689941
	Iteration 19Q: 3 clusters Score -8160117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -8160178.000000 Penalty: 5406.689941
	Iteration 20F: 3 clusters Score -8160178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -8160229.000000 Penalty: 5406.689941
	Iteration 21Q: 3 clusters Score -8160229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -8160269.000000 Penalty: 5406.689941
	Iteration 22Q: 3 clusters Score -8160269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -8160290.000000 Penalty: 5406.689941
	Iteration 23Q: 3 clusters Score -8160290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -8160309.000000 Penalty: 5406.689941
	Iteration 24Q: 3 clusters Score -8160309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -8160331.000000 Penalty: 5406.689941
	Iteration 25Q: 3 clusters Score -8160331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -8160332.000000 Penalty: 5406.689941
	Iteration 26Q: 3 clusters Score -8160332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -8160341.000000 Penalty: 5406.689941
	Iteration 27Q: 3 clusters Score -8160341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -8160343.500000 Penalty: 5406.689941
	Iteration 28Q: 3 clusters Score -8160344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -8160347.000000 Penalty: 5406.689941
	Iteration 29Q: 3 clusters Score -8160347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -8160345.500000 Penalty: 5406.689941
	Iteration 30Q: 3 clusters Score -8160346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -8160344.000000 Penalty: 5406.689941
	Iteration 31Q: 3 clusters Score -8160344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -8160344.000000 Penalty: 5406.689941
	Iteration 32F: 3 clusters Score -8160344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -113338.875000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -113338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111603.289062 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -111603.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112098.523438 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -112098.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112406.039062 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -112406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112524.765625 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -112524.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112625.156250 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -112625.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112712.242188 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -112712.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -112800.015625 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -112800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112864.640625 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -112864.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112948.828125 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -112948.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113019.429688 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -113019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -113115.632812 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -113115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113185.742188 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -113185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113273.273438 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -113273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113397.828125 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -113397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113641.617188 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -113641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113900.765625 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -113900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113923.554688 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -113923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113939.843750 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -113939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -113951.710938 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -113951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113958.820312 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -113958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113963.703125 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -113963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 172 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100214 members 
Mstep: Class 9 contains 48754 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81031 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58185 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 104545 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137777552.000000 Penalty: 88517.062500
Splitting cluster 6 changes total score from -137779056.000000 to -137777552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Entering Unmasked Estep 
Score: -505992.468750 Penalty: 2049.625977
	Iteration 0F: 2 clusters Score -505992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -502141.593750 Penalty: 4099.251953
	Iteration 0F: 3 clusters Score -502141.6 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -503187.625000 Penalty: 4099.251953
	Iteration 1F: 3 clusters Score -503187.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -503659.062500 Penalty: 4099.251953
	Iteration 2F: 3 clusters Score -503659.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -504006.031250 Penalty: 4099.251953
	Iteration 3F: 3 clusters Score -504006 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -504255.906250 Penalty: 4099.251953
	Iteration 4F: 3 clusters Score -504255.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -504468.500000 Penalty: 4099.251953
	Iteration 5F: 3 clusters Score -504468.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -504667.437500 Penalty: 4099.251953
	Iteration 6Q: 3 clusters Score -504667.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -504844.437500 Penalty: 4099.251953
	Iteration 7Q: 3 clusters Score -504844.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -504971.187500 Penalty: 4099.251953
	Iteration 8Q: 3 clusters Score -504971.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -505036.343750 Penalty: 4099.251953
	Iteration 9Q: 3 clusters Score -505036.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -505074.718750 Penalty: 4099.251953
	Iteration 10Q: 3 clusters Score -505074.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -505101.125000 Penalty: 4099.251953
	Iteration 11Q: 3 clusters Score -505101.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -505123.093750 Penalty: 4099.251953
	Iteration 12Q: 3 clusters Score -505123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -505140.875000 Penalty: 4099.251953
	Iteration 13Q: 3 clusters Score -505140.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -505161.031250 Penalty: 4099.251953
	Iteration 14Q: 3 clusters Score -505161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -505175.406250 Penalty: 4099.251953
	Iteration 15Q: 3 clusters Score -505175.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -505183.812500 Penalty: 4099.251953
	Iteration 16Q: 3 clusters Score -505183.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -505190.500000 Penalty: 4099.251953
	Iteration 17Q: 3 clusters Score -505190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -505197.468750 Penalty: 4099.251953
	Iteration 18Q: 3 clusters Score -505197.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -505205.156250 Penalty: 4099.251953
	Iteration 19Q: 3 clusters Score -505205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -505208.656250 Penalty: 4099.251953
	Iteration 20F: 3 clusters Score -505208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -505214.718750 Penalty: 4099.251953
	Iteration 21Q: 3 clusters Score -505214.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -505220.062500 Penalty: 4099.251953
	Iteration 22Q: 3 clusters Score -505220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -505221.781250 Penalty: 4099.251953
	Iteration 23Q: 3 clusters Score -505221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -505224.343750 Penalty: 4099.251953
	Iteration 24Q: 3 clusters Score -505224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -505224.125000 Penalty: 4099.251953
	Iteration 25Q: 3 clusters Score -505224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -505225.406250 Penalty: 4099.251953
	Iteration 26Q: 3 clusters Score -505225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -505226.750000 Penalty: 4099.251953
	Iteration 27Q: 3 clusters Score -505226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -505226.531250 Penalty: 4099.251953
	Iteration 28Q: 3 clusters Score -505226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -505227.781250 Penalty: 4099.251953
	Iteration 29Q: 3 clusters Score -505227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -505228.093750 Penalty: 4099.251953
	Iteration 30Q: 3 clusters Score -505228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -505228.093750 Penalty: 4099.251953
	Iteration 31F: 3 clusters Score -505228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Entering Unmasked Estep 
Score: -15535310.000000 Penalty: 2855.735596
	Iteration 0F: 2 clusters Score -1.553531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -15471727.000000 Penalty: 5711.471191
	Iteration 0F: 3 clusters Score -1.547173e+07 nChanged 47318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -15498645.000000 Penalty: 5711.471191
	Iteration 1F: 3 clusters Score -1.549864e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -15499567.000000 Penalty: 5711.471191
	Iteration 2Q: 3 clusters Score -1.549957e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -15500857.000000 Penalty: 5711.471191
	Iteration 3Q: 3 clusters Score -1.550086e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -15503041.000000 Penalty: 5711.471191
	Iteration 4Q: 3 clusters Score -1.550304e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -15507056.000000 Penalty: 5711.471191
	Iteration 5F: 3 clusters Score -1.550706e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -15513977.000000 Penalty: 5711.471191
	Iteration 6F: 3 clusters Score -1.551398e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -15522856.000000 Penalty: 5711.471191
	Iteration 7F: 3 clusters Score -1.552286e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15529344.000000 Penalty: 5711.471191
	Iteration 8F: 3 clusters Score -1.552934e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15531788.000000 Penalty: 5711.471191
	Iteration 9Q: 3 clusters Score -1.553179e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15532472.000000 Penalty: 5711.471191
	Iteration 10Q: 3 clusters Score -1.553247e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15532669.000000 Penalty: 5711.471191
	Iteration 11Q: 3 clusters Score -1.553267e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15532742.000000 Penalty: 5711.471191
	Iteration 12Q: 3 clusters Score -1.553274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15532752.000000 Penalty: 5711.471191
	Iteration 13Q: 3 clusters Score -1.553275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15532768.000000 Penalty: 5711.471191
	Iteration 14Q: 3 clusters Score -1.553277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15532774.000000 Penalty: 5711.471191
	Iteration 15Q: 3 clusters Score -1.553277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15532785.000000 Penalty: 5711.471191
	Iteration 16Q: 3 clusters Score -1.553278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15532795.000000 Penalty: 5711.471191
	Iteration 17Q: 3 clusters Score -1.55328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15532790.000000 Penalty: 5711.471191
	Iteration 18Q: 3 clusters Score -1.553279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15532790.000000 Penalty: 5711.471191
	Iteration 19F: 3 clusters Score -1.553279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Entering Unmasked Estep 
Score: -7515817.500000 Penalty: 2677.046387
	Iteration 0F: 2 clusters Score -7515818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -7482792.000000 Penalty: 5354.092773
	Iteration 0F: 3 clusters Score -7482792 nChanged 22467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -7495288.500000 Penalty: 5354.092773
	Iteration 1F: 3 clusters Score -7495288 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -7495885.500000 Penalty: 5354.092773
	Iteration 2Q: 3 clusters Score -7495886 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -7496610.500000 Penalty: 5354.092773
	Iteration 3Q: 3 clusters Score -7496610 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -7497878.000000 Penalty: 5354.092773
	Iteration 4F: 3 clusters Score -7497878 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -7499852.000000 Penalty: 5354.092773
	Iteration 5F: 3 clusters Score -7499852 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7502927.500000 Penalty: 5354.092773
	Iteration 6F: 3 clusters Score -7502928 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7506656.000000 Penalty: 5354.092773
	Iteration 7F: 3 clusters Score -7506656 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -7509925.000000 Penalty: 5354.092773
	Iteration 8F: 3 clusters Score -7509925 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -7511961.500000 Penalty: 5354.092773
	Iteration 9Q: 3 clusters Score -7511962 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -7512901.500000 Penalty: 5354.092773
	Iteration 10Q: 3 clusters Score -7512902 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -7513363.500000 Penalty: 5354.092773
	Iteration 11Q: 3 clusters Score -7513364 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -7513574.000000 Penalty: 5354.092773
	Iteration 12Q: 3 clusters Score -7513574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -7513659.500000 Penalty: 5354.092773
	Iteration 13Q: 3 clusters Score -7513660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7513737.500000 Penalty: 5354.092773
	Iteration 14Q: 3 clusters Score -7513738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -7513771.000000 Penalty: 5354.092773
	Iteration 15Q: 3 clusters Score -7513771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -7513799.000000 Penalty: 5354.092773
	Iteration 16Q: 3 clusters Score -7513799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -7513811.500000 Penalty: 5354.092773
	Iteration 17Q: 3 clusters Score -7513812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -7513842.000000 Penalty: 5354.092773
	Iteration 18Q: 3 clusters Score -7513842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -7513868.000000 Penalty: 5354.092773
	Iteration 19Q: 3 clusters Score -7513868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -7513881.500000 Penalty: 5354.092773
	Iteration 20F: 3 clusters Score -7513882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -7513890.500000 Penalty: 5354.092773
	Iteration 21Q: 3 clusters Score -7513890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -7513894.000000 Penalty: 5354.092773
	Iteration 22Q: 3 clusters Score -7513894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -7513912.500000 Penalty: 5354.092773
	Iteration 23Q: 3 clusters Score -7513912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -7513906.000000 Penalty: 5354.092773
	Iteration 24Q: 3 clusters Score -7513906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -7513908.500000 Penalty: 5354.092773
	Iteration 25Q: 3 clusters Score -7513908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -7513905.500000 Penalty: 5354.092773
	Iteration 26Q: 3 clusters Score -7513906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -7513907.500000 Penalty: 5354.092773
	Iteration 27Q: 3 clusters Score -7513908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -7513918.500000 Penalty: 5354.092773
	Iteration 28Q: 3 clusters Score -7513918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -7513920.000000 Penalty: 5354.092773
	Iteration 29Q: 3 clusters Score -7513920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -7513921.000000 Penalty: 5354.092773
	Iteration 30Q: 3 clusters Score -7513921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -7513931.000000 Penalty: 5354.092773
	Iteration 31Q: 3 clusters Score -7513931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -7513922.000000 Penalty: 5354.092773
	Iteration 32Q: 3 clusters Score -7513922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -7513926.000000 Penalty: 5354.092773
	Iteration 33Q: 3 clusters Score -7513926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -7513926.000000 Penalty: 5354.092773
	Iteration 34F: 3 clusters Score -7513926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -85389.390625 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -85389.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83863.867188 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -83863.87 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84394.304688 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -84394.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84728.859375 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -84728.86 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85182.179688 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -85182.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85566.796875 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -85566.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85815.023438 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -85815.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85925.492188 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -85925.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85992.343750 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -85992.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86041.367188 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -86041.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86253.335938 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -86253.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86299.328125 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -86299.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86337.671875 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -86337.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86337.671875 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -86337.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100214 members 
Mstep: Class 9 contains 48754 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81031 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58185 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 104545 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
Score: -137778224.000000 Penalty: 88517.062500
Splitting cluster 10 changes total score from -137779056.000000 to -137778224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (37872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Entering Unmasked Estep 
Score: -5710397.000000 Penalty: 2614.407959
	Iteration 0F: 2 clusters Score -5710397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5684768.500000 Penalty: 5228.815918
	Iteration 0F: 3 clusters Score -5684768 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5694285.000000 Penalty: 5228.815918
	Iteration 1F: 3 clusters Score -5694285 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -5694786.500000 Penalty: 5228.815918
	Iteration 2Q: 3 clusters Score -5694786 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -5695271.500000 Penalty: 5228.815918
	Iteration 3Q: 3 clusters Score -5695272 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5695817.000000 Penalty: 5228.815918
	Iteration 4Q: 3 clusters Score -5695817 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5696490.000000 Penalty: 5228.815918
	Iteration 5Q: 3 clusters Score -5696490 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5697268.500000 Penalty: 5228.815918
	Iteration 6Q: 3 clusters Score -5697268 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5698187.500000 Penalty: 5228.815918
	Iteration 7Q: 3 clusters Score -5698188 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5699352.500000 Penalty: 5228.815918
	Iteration 8F: 3 clusters Score -5699352 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -5700727.500000 Penalty: 5228.815918
	Iteration 9F: 3 clusters Score -5700728 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5701888.500000 Penalty: 5228.815918
	Iteration 10Q: 3 clusters Score -5701888 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5702798.500000 Penalty: 5228.815918
	Iteration 11Q: 3 clusters Score -5702798 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5703356.000000 Penalty: 5228.815918
	Iteration 12Q: 3 clusters Score -5703356 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5703699.000000 Penalty: 5228.815918
	Iteration 13Q: 3 clusters Score -5703699 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5703861.500000 Penalty: 5228.815918
	Iteration 14Q: 3 clusters Score -5703862 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5704042.500000 Penalty: 5228.815918
	Iteration 15Q: 3 clusters Score -5704042 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5704215.500000 Penalty: 5228.815918
	Iteration 16Q: 3 clusters Score -5704216 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -5704382.000000 Penalty: 5228.815918
	Iteration 17Q: 3 clusters Score -5704382 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5704603.500000 Penalty: 5228.815918
	Iteration 18Q: 3 clusters Score -5704604 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -5704862.000000 Penalty: 5228.815918
	Iteration 19Q: 3 clusters Score -5704862 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5705126.000000 Penalty: 5228.815918
	Iteration 20F: 3 clusters Score -5705126 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5705501.000000 Penalty: 5228.815918
	Iteration 21Q: 3 clusters Score -5705501 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5705904.000000 Penalty: 5228.815918
	Iteration 22Q: 3 clusters Score -5705904 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -5706282.500000 Penalty: 5228.815918
	Iteration 23Q: 3 clusters Score -5706282 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5706598.000000 Penalty: 5228.815918
	Iteration 24Q: 3 clusters Score -5706598 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5706832.000000 Penalty: 5228.815918
	Iteration 25Q: 3 clusters Score -5706832 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -5706958.000000 Penalty: 5228.815918
	Iteration 26Q: 3 clusters Score -5706958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5707041.500000 Penalty: 5228.815918
	Iteration 27Q: 3 clusters Score -5707042 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5707109.000000 Penalty: 5228.815918
	Iteration 28Q: 3 clusters Score -5707109 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5707159.000000 Penalty: 5228.815918
	Iteration 29Q: 3 clusters Score -5707159 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5707195.000000 Penalty: 5228.815918
	Iteration 30Q: 3 clusters Score -5707195 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -5707201.000000 Penalty: 5228.815918
	Iteration 31Q: 3 clusters Score -5707201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5707225.000000 Penalty: 5228.815918
	Iteration 32Q: 3 clusters Score -5707225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -5707255.000000 Penalty: 5228.815918
	Iteration 33Q: 3 clusters Score -5707255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5707274.000000 Penalty: 5228.815918
	Iteration 34Q: 3 clusters Score -5707274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5707288.000000 Penalty: 5228.815918
	Iteration 35Q: 3 clusters Score -5707288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -5707296.500000 Penalty: 5228.815918
	Iteration 36Q: 3 clusters Score -5707296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5707321.500000 Penalty: 5228.815918
	Iteration 37Q: 3 clusters Score -5707322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -5707344.500000 Penalty: 5228.815918
	Iteration 38Q: 3 clusters Score -5707344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5707363.000000 Penalty: 5228.815918
	Iteration 39Q: 3 clusters Score -5707363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5707393.000000 Penalty: 5228.815918
	Iteration 40F: 3 clusters Score -5707393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5707399.000000 Penalty: 5228.815918
	Iteration 41Q: 3 clusters Score -5707399 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5707418.500000 Penalty: 5228.815918
	Iteration 42Q: 3 clusters Score -5707418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5707444.500000 Penalty: 5228.815918
	Iteration 43Q: 3 clusters Score -5707444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5707437.000000 Penalty: 5228.815918
	Iteration 44Q: 3 clusters Score -5707437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5707444.000000 Penalty: 5228.815918
	Iteration 45Q: 3 clusters Score -5707444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5707465.000000 Penalty: 5228.815918
	Iteration 46Q: 3 clusters Score -5707465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5707463.500000 Penalty: 5228.815918
	Iteration 47Q: 3 clusters Score -5707464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5707462.000000 Penalty: 5228.815918
	Iteration 48Q: 3 clusters Score -5707462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -5707466.500000 Penalty: 5228.815918
	Iteration 49Q: 3 clusters Score -5707466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5707477.000000 Penalty: 5228.815918
	Iteration 50Q: 3 clusters Score -5707477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5707486.500000 Penalty: 5228.815918
	Iteration 51Q: 3 clusters Score -5707486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5707495.000000 Penalty: 5228.815918
	Iteration 52Q: 3 clusters Score -5707495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5707492.500000 Penalty: 5228.815918
	Iteration 53Q: 3 clusters Score -5707492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5707485.500000 Penalty: 5228.815918
	Iteration 54Q: 3 clusters Score -5707486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -5707484.500000 Penalty: 5228.815918
	Iteration 55Q: 3 clusters Score -5707484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5707485.500000 Penalty: 5228.815918
	Iteration 56Q: 3 clusters Score -5707486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5707495.500000 Penalty: 5228.815918
	Iteration 57Q: 3 clusters Score -5707496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5707512.500000 Penalty: 5228.815918
	Iteration 58Q: 3 clusters Score -5707512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5707517.000000 Penalty: 5228.815918
	Iteration 59Q: 3 clusters Score -5707517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5707530.000000 Penalty: 5228.815918
	Iteration 60F: 3 clusters Score -5707530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5707532.500000 Penalty: 5228.815918
	Iteration 61Q: 3 clusters Score -5707532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5707550.000000 Penalty: 5228.815918
	Iteration 62Q: 3 clusters Score -5707550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5707562.000000 Penalty: 5228.815918
	Iteration 63Q: 3 clusters Score -5707562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5707566.500000 Penalty: 5228.815918
	Iteration 64Q: 3 clusters Score -5707566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5707559.500000 Penalty: 5228.815918
	Iteration 65Q: 3 clusters Score -5707560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -5707555.500000 Penalty: 5228.815918
	Iteration 66Q: 3 clusters Score -5707556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5707564.500000 Penalty: 5228.815918
	Iteration 67Q: 3 clusters Score -5707564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5707575.500000 Penalty: 5228.815918
	Iteration 68Q: 3 clusters Score -5707576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5707577.000000 Penalty: 5228.815918
	Iteration 69Q: 3 clusters Score -5707577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5707585.500000 Penalty: 5228.815918
	Iteration 70Q: 3 clusters Score -5707586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5707593.500000 Penalty: 5228.815918
	Iteration 71Q: 3 clusters Score -5707594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -5707603.000000 Penalty: 5228.815918
	Iteration 72Q: 3 clusters Score -5707603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5707622.000000 Penalty: 5228.815918
	Iteration 73Q: 3 clusters Score -5707622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5707626.500000 Penalty: 5228.815918
	Iteration 74Q: 3 clusters Score -5707626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -5707626.000000 Penalty: 5228.815918
	Iteration 75Q: 3 clusters Score -5707626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5707644.500000 Penalty: 5228.815918
	Iteration 76Q: 3 clusters Score -5707644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5707653.500000 Penalty: 5228.815918
	Iteration 77Q: 3 clusters Score -5707654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5707658.500000 Penalty: 5228.815918
	Iteration 78Q: 3 clusters Score -5707658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -5707669.500000 Penalty: 5228.815918
	Iteration 79Q: 3 clusters Score -5707670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5707669.000000 Penalty: 5228.815918
	Iteration 80F: 3 clusters Score -5707669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5707671.500000 Penalty: 5228.815918
	Iteration 81Q: 3 clusters Score -5707672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5707658.000000 Penalty: 5228.815918
	Iteration 82Q: 3 clusters Score -5707658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5707667.500000 Penalty: 5228.815918
	Iteration 83Q: 3 clusters Score -5707668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5707665.500000 Penalty: 5228.815918
	Iteration 84Q: 3 clusters Score -5707666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5707680.500000 Penalty: 5228.815918
	Iteration 85Q: 3 clusters Score -5707680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5707679.000000 Penalty: 5228.815918
	Iteration 86Q: 3 clusters Score -5707679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5707691.000000 Penalty: 5228.815918
	Iteration 87Q: 3 clusters Score -5707691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5707695.500000 Penalty: 5228.815918
	Iteration 88Q: 3 clusters Score -5707696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5707698.500000 Penalty: 5228.815918
	Iteration 89Q: 3 clusters Score -5707698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5707709.500000 Penalty: 5228.815918
	Iteration 90Q: 3 clusters Score -5707710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5707716.500000 Penalty: 5228.815918
	Iteration 91Q: 3 clusters Score -5707716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5707703.500000 Penalty: 5228.815918
	Iteration 92Q: 3 clusters Score -5707704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5707706.500000 Penalty: 5228.815918
	Iteration 93Q: 3 clusters Score -5707706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5707712.000000 Penalty: 5228.815918
	Iteration 94Q: 3 clusters Score -5707712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5707710.500000 Penalty: 5228.815918
	Iteration 95Q: 3 clusters Score -5707710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5707706.500000 Penalty: 5228.815918
	Iteration 96Q: 3 clusters Score -5707706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5707708.000000 Penalty: 5228.815918
	Iteration 97Q: 3 clusters Score -5707708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5707703.500000 Penalty: 5228.815918
	Iteration 98Q: 3 clusters Score -5707704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5707711.500000 Penalty: 5228.815918
	Iteration 99Q: 3 clusters Score -5707712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5707706.500000 Penalty: 5228.815918
	Iteration 100F: 3 clusters Score -5707706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5707700.500000 Penalty: 5228.815918
	Iteration 101Q: 3 clusters Score -5707700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5707711.500000 Penalty: 5228.815918
	Iteration 102Q: 3 clusters Score -5707712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5707709.000000 Penalty: 5228.815918
	Iteration 103Q: 3 clusters Score -5707709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5707707.500000 Penalty: 5228.815918
	Iteration 104Q: 3 clusters Score -5707708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5707698.500000 Penalty: 5228.815918
	Iteration 105Q: 3 clusters Score -5707698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5707702.000000 Penalty: 5228.815918
	Iteration 106Q: 3 clusters Score -5707702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5707702.500000 Penalty: 5228.815918
	Iteration 107Q: 3 clusters Score -5707702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5707711.000000 Penalty: 5228.815918
	Iteration 108Q: 3 clusters Score -5707711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5707715.000000 Penalty: 5228.815918
	Iteration 109Q: 3 clusters Score -5707715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5707716.000000 Penalty: 5228.815918
	Iteration 110Q: 3 clusters Score -5707716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5707716.000000 Penalty: 5228.815918
	Iteration 111Q: 3 clusters Score -5707716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5707724.500000 Penalty: 5228.815918
	Iteration 112Q: 3 clusters Score -5707724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5707720.500000 Penalty: 5228.815918
	Iteration 113Q: 3 clusters Score -5707720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5707721.500000 Penalty: 5228.815918
	Iteration 114Q: 3 clusters Score -5707722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5707719.000000 Penalty: 5228.815918
	Iteration 115Q: 3 clusters Score -5707719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5707721.500000 Penalty: 5228.815918
	Iteration 116Q: 3 clusters Score -5707722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5707726.500000 Penalty: 5228.815918
	Iteration 117Q: 3 clusters Score -5707726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5707721.500000 Penalty: 5228.815918
	Iteration 118Q: 3 clusters Score -5707722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5707731.500000 Penalty: 5228.815918
	Iteration 119Q: 3 clusters Score -5707732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5707719.000000 Penalty: 5228.815918
	Iteration 120F: 3 clusters Score -5707719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5707723.500000 Penalty: 5228.815918
	Iteration 121Q: 3 clusters Score -5707724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5707727.000000 Penalty: 5228.815918
	Iteration 122Q: 3 clusters Score -5707727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5707724.500000 Penalty: 5228.815918
	Iteration 123Q: 3 clusters Score -5707724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5707722.500000 Penalty: 5228.815918
	Iteration 124Q: 3 clusters Score -5707722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5707727.000000 Penalty: 5228.815918
	Iteration 125Q: 3 clusters Score -5707727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5707719.500000 Penalty: 5228.815918
	Iteration 126Q: 3 clusters Score -5707720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5707718.500000 Penalty: 5228.815918
	Iteration 127Q: 3 clusters Score -5707718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5707719.000000 Penalty: 5228.815918
	Iteration 128Q: 3 clusters Score -5707719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5707719.000000 Penalty: 5228.815918
	Iteration 129F: 3 clusters Score -5707719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Entering Unmasked Estep 
Score: -12507871.000000 Penalty: 2803.041748
	Iteration 0F: 2 clusters Score -1.250787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -12453694.000000 Penalty: 5606.083496
	Iteration 0F: 3 clusters Score -1.245369e+07 nChanged 38194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -12475561.000000 Penalty: 5606.083496
	Iteration 1F: 3 clusters Score -1.247556e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -12476257.000000 Penalty: 5606.083496
	Iteration 2Q: 3 clusters Score -1.247626e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -12476910.000000 Penalty: 5606.083496
	Iteration 3Q: 3 clusters Score -1.247691e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -12477532.000000 Penalty: 5606.083496
	Iteration 4Q: 3 clusters Score -1.247753e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -12478390.000000 Penalty: 5606.083496
	Iteration 5Q: 3 clusters Score -1.247839e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -12479728.000000 Penalty: 5606.083496
	Iteration 6Q: 3 clusters Score -1.247973e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -12481592.000000 Penalty: 5606.083496
	Iteration 7Q: 3 clusters Score -1.248159e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -12484215.000000 Penalty: 5606.083496
	Iteration 8F: 3 clusters Score -1.248422e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -12487684.000000 Penalty: 5606.083496
	Iteration 9F: 3 clusters Score -1.248768e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -12491317.000000 Penalty: 5606.083496
	Iteration 10F: 3 clusters Score -1.249132e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -12494166.000000 Penalty: 5606.083496
	Iteration 11F: 3 clusters Score -1.249417e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -12495708.000000 Penalty: 5606.083496
	Iteration 12Q: 3 clusters Score -1.249571e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -12496743.000000 Penalty: 5606.083496
	Iteration 13Q: 3 clusters Score -1.249674e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -12497448.000000 Penalty: 5606.083496
	Iteration 14Q: 3 clusters Score -1.249745e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -12498116.000000 Penalty: 5606.083496
	Iteration 15Q: 3 clusters Score -1.249812e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -12498742.000000 Penalty: 5606.083496
	Iteration 16Q: 3 clusters Score -1.249874e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -12499435.000000 Penalty: 5606.083496
	Iteration 17Q: 3 clusters Score -1.249944e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -12499974.000000 Penalty: 5606.083496
	Iteration 18Q: 3 clusters Score -1.249997e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -12500639.000000 Penalty: 5606.083496
	Iteration 19Q: 3 clusters Score -1.250064e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -12501186.000000 Penalty: 5606.083496
	Iteration 20F: 3 clusters Score -1.250119e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -12501686.000000 Penalty: 5606.083496
	Iteration 21Q: 3 clusters Score -1.250169e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -12502247.000000 Penalty: 5606.083496
	Iteration 22Q: 3 clusters Score -1.250225e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -12502749.000000 Penalty: 5606.083496
	Iteration 23Q: 3 clusters Score -1.250275e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -12503236.000000 Penalty: 5606.083496
	Iteration 24Q: 3 clusters Score -1.250324e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -12503692.000000 Penalty: 5606.083496
	Iteration 25Q: 3 clusters Score -1.250369e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -12504124.000000 Penalty: 5606.083496
	Iteration 26Q: 3 clusters Score -1.250412e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -12504494.000000 Penalty: 5606.083496
	Iteration 27Q: 3 clusters Score -1.250449e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -12504789.000000 Penalty: 5606.083496
	Iteration 28Q: 3 clusters Score -1.250479e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -12505099.000000 Penalty: 5606.083496
	Iteration 29Q: 3 clusters Score -1.25051e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -12505299.000000 Penalty: 5606.083496
	Iteration 30Q: 3 clusters Score -1.25053e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -12505482.000000 Penalty: 5606.083496
	Iteration 31Q: 3 clusters Score -1.250548e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -12505596.000000 Penalty: 5606.083496
	Iteration 32Q: 3 clusters Score -1.25056e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -12505696.000000 Penalty: 5606.083496
	Iteration 33Q: 3 clusters Score -1.25057e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -12505828.000000 Penalty: 5606.083496
	Iteration 34Q: 3 clusters Score -1.250583e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -12505891.000000 Penalty: 5606.083496
	Iteration 35Q: 3 clusters Score -1.250589e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -12505933.000000 Penalty: 5606.083496
	Iteration 36Q: 3 clusters Score -1.250593e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -12505977.000000 Penalty: 5606.083496
	Iteration 37Q: 3 clusters Score -1.250598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -12506016.000000 Penalty: 5606.083496
	Iteration 38Q: 3 clusters Score -1.250602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -12506022.000000 Penalty: 5606.083496
	Iteration 39Q: 3 clusters Score -1.250602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -12506059.000000 Penalty: 5606.083496
	Iteration 40F: 3 clusters Score -1.250606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -12506068.000000 Penalty: 5606.083496
	Iteration 41Q: 3 clusters Score -1.250607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -12506073.000000 Penalty: 5606.083496
	Iteration 42Q: 3 clusters Score -1.250607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -12506072.000000 Penalty: 5606.083496
	Iteration 43Q: 3 clusters Score -1.250607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -12506073.000000 Penalty: 5606.083496
	Iteration 44Q: 3 clusters Score -1.250607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -12506093.000000 Penalty: 5606.083496
	Iteration 45Q: 3 clusters Score -1.250609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -12506094.000000 Penalty: 5606.083496
	Iteration 46Q: 3 clusters Score -1.250609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -12506099.000000 Penalty: 5606.083496
	Iteration 47Q: 3 clusters Score -1.25061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -12506091.000000 Penalty: 5606.083496
	Iteration 48Q: 3 clusters Score -1.250609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -12506091.000000 Penalty: 5606.083496
	Iteration 49Q: 3 clusters Score -1.250609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -12506102.000000 Penalty: 5606.083496
	Iteration 50Q: 3 clusters Score -1.25061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -12506117.000000 Penalty: 5606.083496
	Iteration 51Q: 3 clusters Score -1.250612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -12506117.000000 Penalty: 5606.083496
	Iteration 52Q: 3 clusters Score -1.250612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -12506116.000000 Penalty: 5606.083496
	Iteration 53Q: 3 clusters Score -1.250612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -12506116.000000 Penalty: 5606.083496
	Iteration 54Q: 3 clusters Score -1.250612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -12506118.000000 Penalty: 5606.083496
	Iteration 55Q: 3 clusters Score -1.250612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -12506118.000000 Penalty: 5606.083496
	Iteration 56F: 3 clusters Score -1.250612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Entering Unmasked Estep 
Score: -6098747.000000 Penalty: 2631.070557
	Iteration 0F: 2 clusters Score -6098747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -6071283.500000 Penalty: 5262.141113
	Iteration 0F: 3 clusters Score -6071284 nChanged 18582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -6081631.500000 Penalty: 5262.141113
	Iteration 1F: 3 clusters Score -6081632 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6082545.500000 Penalty: 5262.141113
	Iteration 2F: 3 clusters Score -6082546 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -6083874.500000 Penalty: 5262.141113
	Iteration 3F: 3 clusters Score -6083874 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -6085569.500000 Penalty: 5262.141113
	Iteration 4F: 3 clusters Score -6085570 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6087359.000000 Penalty: 5262.141113
	Iteration 5F: 3 clusters Score -6087359 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6088891.500000 Penalty: 5262.141113
	Iteration 6F: 3 clusters Score -6088892 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6090177.000000 Penalty: 5262.141113
	Iteration 7F: 3 clusters Score -6090177 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6091246.000000 Penalty: 5262.141113
	Iteration 8Q: 3 clusters Score -6091246 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -6092142.000000 Penalty: 5262.141113
	Iteration 9Q: 3 clusters Score -6092142 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6092835.000000 Penalty: 5262.141113
	Iteration 10Q: 3 clusters Score -6092835 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -6093324.500000 Penalty: 5262.141113
	Iteration 11Q: 3 clusters Score -6093324 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6093715.000000 Penalty: 5262.141113
	Iteration 12Q: 3 clusters Score -6093715 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -6094039.500000 Penalty: 5262.141113
	Iteration 13Q: 3 clusters Score -6094040 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -6094357.500000 Penalty: 5262.141113
	Iteration 14Q: 3 clusters Score -6094358 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -6094669.000000 Penalty: 5262.141113
	Iteration 15Q: 3 clusters Score -6094669 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -6095015.000000 Penalty: 5262.141113
	Iteration 16Q: 3 clusters Score -6095015 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6095293.500000 Penalty: 5262.141113
	Iteration 17Q: 3 clusters Score -6095294 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6095524.500000 Penalty: 5262.141113
	Iteration 18Q: 3 clusters Score -6095524 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6095795.500000 Penalty: 5262.141113
	Iteration 19Q: 3 clusters Score -6095796 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -6096005.000000 Penalty: 5262.141113
	Iteration 20F: 3 clusters Score -6096005 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6096158.000000 Penalty: 5262.141113
	Iteration 21Q: 3 clusters Score -6096158 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -6096289.500000 Penalty: 5262.141113
	Iteration 22Q: 3 clusters Score -6096290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -6096371.500000 Penalty: 5262.141113
	Iteration 23Q: 3 clusters Score -6096372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6096452.000000 Penalty: 5262.141113
	Iteration 24Q: 3 clusters Score -6096452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6096495.000000 Penalty: 5262.141113
	Iteration 25Q: 3 clusters Score -6096495 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -6096554.000000 Penalty: 5262.141113
	Iteration 26Q: 3 clusters Score -6096554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -6096606.000000 Penalty: 5262.141113
	Iteration 27Q: 3 clusters Score -6096606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -6096630.000000 Penalty: 5262.141113
	Iteration 28Q: 3 clusters Score -6096630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6096637.000000 Penalty: 5262.141113
	Iteration 29Q: 3 clusters Score -6096637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -6096664.500000 Penalty: 5262.141113
	Iteration 30Q: 3 clusters Score -6096664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6096685.000000 Penalty: 5262.141113
	Iteration 31Q: 3 clusters Score -6096685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -6096695.000000 Penalty: 5262.141113
	Iteration 32Q: 3 clusters Score -6096695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -6096694.500000 Penalty: 5262.141113
	Iteration 33Q: 3 clusters Score -6096694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6096706.500000 Penalty: 5262.141113
	Iteration 34Q: 3 clusters Score -6096706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6096719.500000 Penalty: 5262.141113
	Iteration 35Q: 3 clusters Score -6096720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -6096725.000000 Penalty: 5262.141113
	Iteration 36Q: 3 clusters Score -6096725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -6096742.500000 Penalty: 5262.141113
	Iteration 37Q: 3 clusters Score -6096742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -6096752.000000 Penalty: 5262.141113
	Iteration 38Q: 3 clusters Score -6096752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -6096755.500000 Penalty: 5262.141113
	Iteration 39Q: 3 clusters Score -6096756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -6096753.500000 Penalty: 5262.141113
	Iteration 40F: 3 clusters Score -6096754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -6096763.500000 Penalty: 5262.141113
	Iteration 41Q: 3 clusters Score -6096764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6096756.500000 Penalty: 5262.141113
	Iteration 42Q: 3 clusters Score -6096756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -6096762.500000 Penalty: 5262.141113
	Iteration 43Q: 3 clusters Score -6096762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -6096772.500000 Penalty: 5262.141113
	Iteration 44Q: 3 clusters Score -6096772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -6096769.500000 Penalty: 5262.141113
	Iteration 45Q: 3 clusters Score -6096770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -6096784.000000 Penalty: 5262.141113
	Iteration 46Q: 3 clusters Score -6096784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -6096786.000000 Penalty: 5262.141113
	Iteration 47Q: 3 clusters Score -6096786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6096783.000000 Penalty: 5262.141113
	Iteration 48Q: 3 clusters Score -6096783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -6096786.500000 Penalty: 5262.141113
	Iteration 49Q: 3 clusters Score -6096786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -6096793.500000 Penalty: 5262.141113
	Iteration 50Q: 3 clusters Score -6096794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -6096792.000000 Penalty: 5262.141113
	Iteration 51Q: 3 clusters Score -6096792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6096797.000000 Penalty: 5262.141113
	Iteration 52Q: 3 clusters Score -6096797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -6096801.500000 Penalty: 5262.141113
	Iteration 53Q: 3 clusters Score -6096802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -6096803.500000 Penalty: 5262.141113
	Iteration 54Q: 3 clusters Score -6096804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -6096799.500000 Penalty: 5262.141113
	Iteration 55Q: 3 clusters Score -6096800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -6096805.500000 Penalty: 5262.141113
	Iteration 56Q: 3 clusters Score -6096806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -6096806.000000 Penalty: 5262.141113
	Iteration 57Q: 3 clusters Score -6096806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -6096810.000000 Penalty: 5262.141113
	Iteration 58Q: 3 clusters Score -6096810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6096809.000000 Penalty: 5262.141113
	Iteration 59Q: 3 clusters Score -6096809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -6096803.500000 Penalty: 5262.141113
	Iteration 60F: 3 clusters Score -6096804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -6096806.000000 Penalty: 5262.141113
	Iteration 61Q: 3 clusters Score -6096806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -6096819.000000 Penalty: 5262.141113
	Iteration 62Q: 3 clusters Score -6096819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -6096811.500000 Penalty: 5262.141113
	Iteration 63Q: 3 clusters Score -6096812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -6096799.000000 Penalty: 5262.141113
	Iteration 64Q: 3 clusters Score -6096799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6096802.000000 Penalty: 5262.141113
	Iteration 65Q: 3 clusters Score -6096802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -6096796.000000 Penalty: 5262.141113
	Iteration 66Q: 3 clusters Score -6096796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -6096803.000000 Penalty: 5262.141113
	Iteration 67Q: 3 clusters Score -6096803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -6096812.000000 Penalty: 5262.141113
	Iteration 68Q: 3 clusters Score -6096812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -6096810.000000 Penalty: 5262.141113
	Iteration 69Q: 3 clusters Score -6096810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -6096812.500000 Penalty: 5262.141113
	Iteration 70Q: 3 clusters Score -6096812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -6096812.500000 Penalty: 5262.141113
	Iteration 71Q: 3 clusters Score -6096812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -6096808.000000 Penalty: 5262.141113
	Iteration 72Q: 3 clusters Score -6096808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -6096808.000000 Penalty: 5262.141113
	Iteration 73F: 3 clusters Score -6096808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Entering Unmasked Estep 
Score: -10691162.000000 Penalty: 2765.211182
	Iteration 0F: 2 clusters Score -1.069116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -10644672.000000 Penalty: 5530.422363
	Iteration 0F: 3 clusters Score -1.064467e+07 nChanged 32257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -10662601.000000 Penalty: 5530.422363
	Iteration 1F: 3 clusters Score -1.06626e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -10663178.000000 Penalty: 5530.422363
	Iteration 2Q: 3 clusters Score -1.066318e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -10663797.000000 Penalty: 5530.422363
	Iteration 3Q: 3 clusters Score -1.06638e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -10664491.000000 Penalty: 5530.422363
	Iteration 4Q: 3 clusters Score -1.066449e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -10665450.000000 Penalty: 5530.422363
	Iteration 5Q: 3 clusters Score -1.066545e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -10666789.000000 Penalty: 5530.422363
	Iteration 6Q: 3 clusters Score -1.066679e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -10669021.000000 Penalty: 5530.422363
	Iteration 7F: 3 clusters Score -1.066902e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -10672482.000000 Penalty: 5530.422363
	Iteration 8F: 3 clusters Score -1.067248e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -10676844.000000 Penalty: 5530.422363
	Iteration 9F: 3 clusters Score -1.067684e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -10680982.000000 Penalty: 5530.422363
	Iteration 10F: 3 clusters Score -1.068098e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -10684109.000000 Penalty: 5530.422363
	Iteration 11Q: 3 clusters Score -1.068411e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -10686087.000000 Penalty: 5530.422363
	Iteration 12Q: 3 clusters Score -1.068609e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -10687211.000000 Penalty: 5530.422363
	Iteration 13Q: 3 clusters Score -1.068721e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -10687846.000000 Penalty: 5530.422363
	Iteration 14Q: 3 clusters Score -1.068785e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -10688228.000000 Penalty: 5530.422363
	Iteration 15Q: 3 clusters Score -1.068823e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10688483.000000 Penalty: 5530.422363
	Iteration 16Q: 3 clusters Score -1.068848e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -10688650.000000 Penalty: 5530.422363
	Iteration 17Q: 3 clusters Score -1.068865e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -10688764.000000 Penalty: 5530.422363
	Iteration 18Q: 3 clusters Score -1.068876e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -10688824.000000 Penalty: 5530.422363
	Iteration 19Q: 3 clusters Score -1.068882e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -10688888.000000 Penalty: 5530.422363
	Iteration 20F: 3 clusters Score -1.068889e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -10688939.000000 Penalty: 5530.422363
	Iteration 21Q: 3 clusters Score -1.068894e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -10688963.000000 Penalty: 5530.422363
	Iteration 22Q: 3 clusters Score -1.068896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -10688972.000000 Penalty: 5530.422363
	Iteration 23Q: 3 clusters Score -1.068897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -10688989.000000 Penalty: 5530.422363
	Iteration 24Q: 3 clusters Score -1.068899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -10689008.000000 Penalty: 5530.422363
	Iteration 25Q: 3 clusters Score -1.068901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -10689017.000000 Penalty: 5530.422363
	Iteration 26Q: 3 clusters Score -1.068902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -10689037.000000 Penalty: 5530.422363
	Iteration 27Q: 3 clusters Score -1.068904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -10689047.000000 Penalty: 5530.422363
	Iteration 28Q: 3 clusters Score -1.068905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -10689056.000000 Penalty: 5530.422363
	Iteration 29Q: 3 clusters Score -1.068906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -10689061.000000 Penalty: 5530.422363
	Iteration 30Q: 3 clusters Score -1.068906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -10689068.000000 Penalty: 5530.422363
	Iteration 31Q: 3 clusters Score -1.068907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -10689072.000000 Penalty: 5530.422363
	Iteration 32Q: 3 clusters Score -1.068907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -10689078.000000 Penalty: 5530.422363
	Iteration 33Q: 3 clusters Score -1.068908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -10689075.000000 Penalty: 5530.422363
	Iteration 34Q: 3 clusters Score -1.068908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -10689085.000000 Penalty: 5530.422363
	Iteration 35Q: 3 clusters Score -1.068908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -10689082.000000 Penalty: 5530.422363
	Iteration 36Q: 3 clusters Score -1.068908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -10689077.000000 Penalty: 5530.422363
	Iteration 37Q: 3 clusters Score -1.068908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -10689075.000000 Penalty: 5530.422363
	Iteration 38Q: 3 clusters Score -1.068908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -10689079.000000 Penalty: 5530.422363
	Iteration 39Q: 3 clusters Score -1.068908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -10689077.000000 Penalty: 5530.422363
	Iteration 40F: 3 clusters Score -1.068908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -10689079.000000 Penalty: 5530.422363
	Iteration 41Q: 3 clusters Score -1.068908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -10689079.000000 Penalty: 5530.422363
	Iteration 42Q: 3 clusters Score -1.068908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -10689076.000000 Penalty: 5530.422363
	Iteration 43Q: 3 clusters Score -1.068908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -10689076.000000 Penalty: 5530.422363
	Iteration 44F: 3 clusters Score -1.068908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -854112.562500 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -854112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -849097.625000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -849097.6 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -850425.937500 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -850425.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -850783.750000 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -850783.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -851091.062500 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -851091.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -851335.875000 Penalty: 4299.254883
	Iteration 4F: 3 clusters Score -851335.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -851578.500000 Penalty: 4299.254883
	Iteration 5F: 3 clusters Score -851578.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -851794.875000 Penalty: 4299.254883
	Iteration 6F: 3 clusters Score -851794.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -852023.125000 Penalty: 4299.254883
	Iteration 7F: 3 clusters Score -852023.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -852238.000000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -852238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -852447.187500 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -852447.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -852615.312500 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -852615.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -852746.562500 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -852746.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -852853.875000 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -852853.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -852936.875000 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -852936.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -852992.187500 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -852992.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -853040.187500 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -853040.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -853093.062500 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -853093.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -853134.125000 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -853134.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -853169.000000 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -853169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -853190.437500 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -853190.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -853207.750000 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -853207.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -853222.937500 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -853222.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -853237.375000 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -853237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -853251.375000 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -853251.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -853263.062500 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -853263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -853271.812500 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -853271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -853276.937500 Penalty: 4299.254883
	Iteration 26Q: 3 clusters Score -853276.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -853287.750000 Penalty: 4299.254883
	Iteration 27Q: 3 clusters Score -853287.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -853298.562500 Penalty: 4299.254883
	Iteration 28Q: 3 clusters Score -853298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -853307.187500 Penalty: 4299.254883
	Iteration 29Q: 3 clusters Score -853307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -853309.812500 Penalty: 4299.254883
	Iteration 30Q: 3 clusters Score -853309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -853313.812500 Penalty: 4299.254883
	Iteration 31Q: 3 clusters Score -853313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -853318.375000 Penalty: 4299.254883
	Iteration 32Q: 3 clusters Score -853318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -853319.875000 Penalty: 4299.254883
	Iteration 33Q: 3 clusters Score -853319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -853320.875000 Penalty: 4299.254883
	Iteration 34Q: 3 clusters Score -853320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -853321.437500 Penalty: 4299.254883
	Iteration 35Q: 3 clusters Score -853321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -853321.187500 Penalty: 4299.254883
	Iteration 36Q: 3 clusters Score -853321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -853321.187500 Penalty: 4299.254883
	Iteration 37Q: 3 clusters Score -853321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -853321.875000 Penalty: 4299.254883
	Iteration 38Q: 3 clusters Score -853321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -853322.312500 Penalty: 4299.254883
	Iteration 39Q: 3 clusters Score -853322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -853322.312500 Penalty: 4299.254883
	Iteration 40F: 3 clusters Score -853322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Entering Unmasked Estep 
Score: -3704492.000000 Penalty: 2520.319336
	Iteration 0F: 2 clusters Score -3704492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3686711.500000 Penalty: 5040.638672
	Iteration 0F: 3 clusters Score -3686712 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3693298.250000 Penalty: 5040.638672
	Iteration 1F: 3 clusters Score -3693298 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3693988.250000 Penalty: 5040.638672
	Iteration 2F: 3 clusters Score -3693988 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3694564.750000 Penalty: 5040.638672
	Iteration 3F: 3 clusters Score -3694565 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3695029.750000 Penalty: 5040.638672
	Iteration 4Q: 3 clusters Score -3695030 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3695395.000000 Penalty: 5040.638672
	Iteration 5Q: 3 clusters Score -3695395 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3695658.000000 Penalty: 5040.638672
	Iteration 6Q: 3 clusters Score -3695658 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3695930.500000 Penalty: 5040.638672
	Iteration 7Q: 3 clusters Score -3695930 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3696125.250000 Penalty: 5040.638672
	Iteration 8Q: 3 clusters Score -3696125 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3696269.750000 Penalty: 5040.638672
	Iteration 9Q: 3 clusters Score -3696270 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3696394.000000 Penalty: 5040.638672
	Iteration 10Q: 3 clusters Score -3696394 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3696531.000000 Penalty: 5040.638672
	Iteration 11Q: 3 clusters Score -3696531 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3696658.500000 Penalty: 5040.638672
	Iteration 12Q: 3 clusters Score -3696658 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3696827.000000 Penalty: 5040.638672
	Iteration 13Q: 3 clusters Score -3696827 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3696993.000000 Penalty: 5040.638672
	Iteration 14Q: 3 clusters Score -3696993 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3697167.750000 Penalty: 5040.638672
	Iteration 15Q: 3 clusters Score -3697168 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3697336.000000 Penalty: 5040.638672
	Iteration 16Q: 3 clusters Score -3697336 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3697521.250000 Penalty: 5040.638672
	Iteration 17Q: 3 clusters Score -3697521 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3697707.500000 Penalty: 5040.638672
	Iteration 18Q: 3 clusters Score -3697708 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3697931.500000 Penalty: 5040.638672
	Iteration 19Q: 3 clusters Score -3697932 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3698108.250000 Penalty: 5040.638672
	Iteration 20F: 3 clusters Score -3698108 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3698296.500000 Penalty: 5040.638672
	Iteration 21Q: 3 clusters Score -3698296 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3698456.750000 Penalty: 5040.638672
	Iteration 22Q: 3 clusters Score -3698457 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3698590.000000 Penalty: 5040.638672
	Iteration 23Q: 3 clusters Score -3698590 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3698744.750000 Penalty: 5040.638672
	Iteration 24Q: 3 clusters Score -3698745 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3698900.500000 Penalty: 5040.638672
	Iteration 25Q: 3 clusters Score -3698900 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3699056.000000 Penalty: 5040.638672
	Iteration 26Q: 3 clusters Score -3699056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3699183.500000 Penalty: 5040.638672
	Iteration 27Q: 3 clusters Score -3699184 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3699306.000000 Penalty: 5040.638672
	Iteration 28Q: 3 clusters Score -3699306 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3699401.750000 Penalty: 5040.638672
	Iteration 29Q: 3 clusters Score -3699402 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3699479.750000 Penalty: 5040.638672
	Iteration 30Q: 3 clusters Score -3699480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3699560.000000 Penalty: 5040.638672
	Iteration 31Q: 3 clusters Score -3699560 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3699649.500000 Penalty: 5040.638672
	Iteration 32Q: 3 clusters Score -3699650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3699731.750000 Penalty: 5040.638672
	Iteration 33Q: 3 clusters Score -3699732 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3699815.750000 Penalty: 5040.638672
	Iteration 34Q: 3 clusters Score -3699816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3699901.000000 Penalty: 5040.638672
	Iteration 35Q: 3 clusters Score -3699901 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3699981.750000 Penalty: 5040.638672
	Iteration 36Q: 3 clusters Score -3699982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3700049.250000 Penalty: 5040.638672
	Iteration 37Q: 3 clusters Score -3700049 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3700139.750000 Penalty: 5040.638672
	Iteration 38Q: 3 clusters Score -3700140 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3700233.250000 Penalty: 5040.638672
	Iteration 39Q: 3 clusters Score -3700233 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3700318.500000 Penalty: 5040.638672
	Iteration 40F: 3 clusters Score -3700318 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3700442.500000 Penalty: 5040.638672
	Iteration 41Q: 3 clusters Score -3700442 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3700573.000000 Penalty: 5040.638672
	Iteration 42Q: 3 clusters Score -3700573 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3700709.500000 Penalty: 5040.638672
	Iteration 43Q: 3 clusters Score -3700710 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3700860.500000 Penalty: 5040.638672
	Iteration 44Q: 3 clusters Score -3700860 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3701031.750000 Penalty: 5040.638672
	Iteration 45Q: 3 clusters Score -3701032 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3701167.000000 Penalty: 5040.638672
	Iteration 46Q: 3 clusters Score -3701167 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3701326.000000 Penalty: 5040.638672
	Iteration 47Q: 3 clusters Score -3701326 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3701457.000000 Penalty: 5040.638672
	Iteration 48Q: 3 clusters Score -3701457 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3701605.000000 Penalty: 5040.638672
	Iteration 49Q: 3 clusters Score -3701605 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3701765.750000 Penalty: 5040.638672
	Iteration 50Q: 3 clusters Score -3701766 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3701921.250000 Penalty: 5040.638672
	Iteration 51Q: 3 clusters Score -3701921 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3702081.000000 Penalty: 5040.638672
	Iteration 52Q: 3 clusters Score -3702081 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3702229.500000 Penalty: 5040.638672
	Iteration 53Q: 3 clusters Score -3702230 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3702369.000000 Penalty: 5040.638672
	Iteration 54Q: 3 clusters Score -3702369 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3702454.250000 Penalty: 5040.638672
	Iteration 55Q: 3 clusters Score -3702454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3702510.500000 Penalty: 5040.638672
	Iteration 56Q: 3 clusters Score -3702510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3702551.500000 Penalty: 5040.638672
	Iteration 57Q: 3 clusters Score -3702552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3702611.500000 Penalty: 5040.638672
	Iteration 58Q: 3 clusters Score -3702612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3702661.250000 Penalty: 5040.638672
	Iteration 59Q: 3 clusters Score -3702661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3702689.250000 Penalty: 5040.638672
	Iteration 60F: 3 clusters Score -3702689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3702712.750000 Penalty: 5040.638672
	Iteration 61Q: 3 clusters Score -3702713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3702739.250000 Penalty: 5040.638672
	Iteration 62Q: 3 clusters Score -3702739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3702770.250000 Penalty: 5040.638672
	Iteration 63Q: 3 clusters Score -3702770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3702800.750000 Penalty: 5040.638672
	Iteration 64Q: 3 clusters Score -3702801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3702830.750000 Penalty: 5040.638672
	Iteration 65Q: 3 clusters Score -3702831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3702848.000000 Penalty: 5040.638672
	Iteration 66Q: 3 clusters Score -3702848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3702867.250000 Penalty: 5040.638672
	Iteration 67Q: 3 clusters Score -3702867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3702879.000000 Penalty: 5040.638672
	Iteration 68Q: 3 clusters Score -3702879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3702895.000000 Penalty: 5040.638672
	Iteration 69Q: 3 clusters Score -3702895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3702900.750000 Penalty: 5040.638672
	Iteration 70Q: 3 clusters Score -3702901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3702909.750000 Penalty: 5040.638672
	Iteration 71Q: 3 clusters Score -3702910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3702922.250000 Penalty: 5040.638672
	Iteration 72Q: 3 clusters Score -3702922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3702926.250000 Penalty: 5040.638672
	Iteration 73Q: 3 clusters Score -3702926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3702926.750000 Penalty: 5040.638672
	Iteration 74Q: 3 clusters Score -3702927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3702943.500000 Penalty: 5040.638672
	Iteration 75Q: 3 clusters Score -3702944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3702946.250000 Penalty: 5040.638672
	Iteration 76Q: 3 clusters Score -3702946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3702954.250000 Penalty: 5040.638672
	Iteration 77Q: 3 clusters Score -3702954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3702953.000000 Penalty: 5040.638672
	Iteration 78Q: 3 clusters Score -3702953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3702961.000000 Penalty: 5040.638672
	Iteration 79Q: 3 clusters Score -3702961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3702962.500000 Penalty: 5040.638672
	Iteration 80F: 3 clusters Score -3702962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Entering Unmasked Estep 
Score: -9084531.000000 Penalty: 2720.903076
	Iteration 0F: 2 clusters Score -9084531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -9045651.000000 Penalty: 5441.806152
	Iteration 0F: 3 clusters Score -9045651 nChanged 26814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -9060614.000000 Penalty: 5441.806152
	Iteration 1F: 3 clusters Score -9060614 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -9061386.000000 Penalty: 5441.806152
	Iteration 2Q: 3 clusters Score -9061386 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9062161.000000 Penalty: 5441.806152
	Iteration 3Q: 3 clusters Score -9062161 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -9062877.000000 Penalty: 5441.806152
	Iteration 4Q: 3 clusters Score -9062877 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -9063905.000000 Penalty: 5441.806152
	Iteration 5Q: 3 clusters Score -9063905 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -9065313.000000 Penalty: 5441.806152
	Iteration 6Q: 3 clusters Score -9065313 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9067412.000000 Penalty: 5441.806152
	Iteration 7F: 3 clusters Score -9067412 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -9070153.000000 Penalty: 5441.806152
	Iteration 8F: 3 clusters Score -9070153 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -9073211.000000 Penalty: 5441.806152
	Iteration 9F: 3 clusters Score -9073211 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -9075899.000000 Penalty: 5441.806152
	Iteration 10F: 3 clusters Score -9075899 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -9077896.000000 Penalty: 5441.806152
	Iteration 11Q: 3 clusters Score -9077896 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -9079202.000000 Penalty: 5441.806152
	Iteration 12Q: 3 clusters Score -9079202 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9080000.000000 Penalty: 5441.806152
	Iteration 13Q: 3 clusters Score -9080000 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -9080552.000000 Penalty: 5441.806152
	Iteration 14Q: 3 clusters Score -9080552 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -9080920.000000 Penalty: 5441.806152
	Iteration 15Q: 3 clusters Score -9080920 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -9081194.000000 Penalty: 5441.806152
	Iteration 16Q: 3 clusters Score -9081194 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -9081361.000000 Penalty: 5441.806152
	Iteration 17Q: 3 clusters Score -9081361 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -9081545.000000 Penalty: 5441.806152
	Iteration 18Q: 3 clusters Score -9081545 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -9081677.000000 Penalty: 5441.806152
	Iteration 19Q: 3 clusters Score -9081677 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -9081778.000000 Penalty: 5441.806152
	Iteration 20F: 3 clusters Score -9081778 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -9081912.000000 Penalty: 5441.806152
	Iteration 21Q: 3 clusters Score -9081912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -9081960.000000 Penalty: 5441.806152
	Iteration 22Q: 3 clusters Score -9081960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -9082013.000000 Penalty: 5441.806152
	Iteration 23Q: 3 clusters Score -9082013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -9082034.000000 Penalty: 5441.806152
	Iteration 24Q: 3 clusters Score -9082034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -9082046.000000 Penalty: 5441.806152
	Iteration 25Q: 3 clusters Score -9082046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -9082079.000000 Penalty: 5441.806152
	Iteration 26Q: 3 clusters Score -9082079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -9082088.000000 Penalty: 5441.806152
	Iteration 27Q: 3 clusters Score -9082088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -9082107.000000 Penalty: 5441.806152
	Iteration 28Q: 3 clusters Score -9082107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -9082147.000000 Penalty: 5441.806152
	Iteration 29Q: 3 clusters Score -9082147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -9082167.000000 Penalty: 5441.806152
	Iteration 30Q: 3 clusters Score -9082167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -9082193.000000 Penalty: 5441.806152
	Iteration 31Q: 3 clusters Score -9082193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -9082206.000000 Penalty: 5441.806152
	Iteration 32Q: 3 clusters Score -9082206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -9082214.000000 Penalty: 5441.806152
	Iteration 33Q: 3 clusters Score -9082214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -9082220.000000 Penalty: 5441.806152
	Iteration 34Q: 3 clusters Score -9082220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -9082220.000000 Penalty: 5441.806152
	Iteration 35Q: 3 clusters Score -9082220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -9082231.000000 Penalty: 5441.806152
	Iteration 36Q: 3 clusters Score -9082231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -9082229.000000 Penalty: 5441.806152
	Iteration 37Q: 3 clusters Score -9082229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -9082245.000000 Penalty: 5441.806152
	Iteration 38Q: 3 clusters Score -9082245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -9082253.000000 Penalty: 5441.806152
	Iteration 39Q: 3 clusters Score -9082253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -9082252.000000 Penalty: 5441.806152
	Iteration 40F: 3 clusters Score -9082252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -9082273.000000 Penalty: 5441.806152
	Iteration 41Q: 3 clusters Score -9082273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -9082272.000000 Penalty: 5441.806152
	Iteration 42Q: 3 clusters Score -9082272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -9082277.000000 Penalty: 5441.806152
	Iteration 43Q: 3 clusters Score -9082277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -9082270.000000 Penalty: 5441.806152
	Iteration 44Q: 3 clusters Score -9082270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -9082270.000000 Penalty: 5441.806152
	Iteration 45Q: 3 clusters Score -9082270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -9082275.000000 Penalty: 5441.806152
	Iteration 46Q: 3 clusters Score -9082275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -9082290.000000 Penalty: 5441.806152
	Iteration 47Q: 3 clusters Score -9082290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -9082297.000000 Penalty: 5441.806152
	Iteration 48Q: 3 clusters Score -9082297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -9082297.000000 Penalty: 5441.806152
	Iteration 49Q: 3 clusters Score -9082297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -9082307.000000 Penalty: 5441.806152
	Iteration 50Q: 3 clusters Score -9082307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -9082307.000000 Penalty: 5441.806152
	Iteration 51Q: 3 clusters Score -9082307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -9082313.000000 Penalty: 5441.806152
	Iteration 52Q: 3 clusters Score -9082313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -9082315.000000 Penalty: 5441.806152
	Iteration 53Q: 3 clusters Score -9082315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -9082318.000000 Penalty: 5441.806152
	Iteration 54Q: 3 clusters Score -9082318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -9082319.000000 Penalty: 5441.806152
	Iteration 55Q: 3 clusters Score -9082319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -9082317.000000 Penalty: 5441.806152
	Iteration 56Q: 3 clusters Score -9082317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -9082314.000000 Penalty: 5441.806152
	Iteration 57Q: 3 clusters Score -9082314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -9082318.000000 Penalty: 5441.806152
	Iteration 58Q: 3 clusters Score -9082318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -9082318.000000 Penalty: 5441.806152
	Iteration 59Q: 3 clusters Score -9082318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -9082327.000000 Penalty: 5441.806152
	Iteration 60F: 3 clusters Score -9082327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -9082321.000000 Penalty: 5441.806152
	Iteration 61Q: 3 clusters Score -9082321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -9082331.000000 Penalty: 5441.806152
	Iteration 62Q: 3 clusters Score -9082331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -9082335.000000 Penalty: 5441.806152
	Iteration 63Q: 3 clusters Score -9082335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -9082334.000000 Penalty: 5441.806152
	Iteration 64Q: 3 clusters Score -9082334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -9082339.000000 Penalty: 5441.806152
	Iteration 65Q: 3 clusters Score -9082339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -9082335.000000 Penalty: 5441.806152
	Iteration 66Q: 3 clusters Score -9082335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -9082335.000000 Penalty: 5441.806152
	Iteration 67F: 3 clusters Score -9082335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Entering Unmasked Estep 
Score: -15603385.000000 Penalty: 2858.202881
	Iteration 0F: 2 clusters Score -1.560338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -15536991.000000 Penalty: 5716.405762
	Iteration 0F: 3 clusters Score -1.553699e+07 nChanged 47931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -15564382.000000 Penalty: 5716.405762
	Iteration 1F: 3 clusters Score -1.556438e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -15565373.000000 Penalty: 5716.405762
	Iteration 2Q: 3 clusters Score -1.556537e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -15566648.000000 Penalty: 5716.405762
	Iteration 3Q: 3 clusters Score -1.556665e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -15568463.000000 Penalty: 5716.405762
	Iteration 4Q: 3 clusters Score -1.556846e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -15571061.000000 Penalty: 5716.405762
	Iteration 5F: 3 clusters Score -1.557106e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -15575023.000000 Penalty: 5716.405762
	Iteration 6F: 3 clusters Score -1.557502e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -15580336.000000 Penalty: 5716.405762
	Iteration 7F: 3 clusters Score -1.558034e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -15586459.000000 Penalty: 5716.405762
	Iteration 8F: 3 clusters Score -1.558646e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -15591430.000000 Penalty: 5716.405762
	Iteration 9F: 3 clusters Score -1.559143e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -15594834.000000 Penalty: 5716.405762
	Iteration 10Q: 3 clusters Score -1.559483e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -15597003.000000 Penalty: 5716.405762
	Iteration 11Q: 3 clusters Score -1.5597e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 90606 members 
Entering Unmasked Estep 
Score: -15598131.000000 Penalty: 5716.405762
	Iteration 12Q: 3 clusters Score -1.559813e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -15599156.000000 Penalty: 5716.405762
	Iteration 13Q: 3 clusters Score -1.559916e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -15599911.000000 Penalty: 5716.405762
	Iteration 14Q: 3 clusters Score -1.559991e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -15600545.000000 Penalty: 5716.405762
	Iteration 15Q: 3 clusters Score -1.560054e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -15601020.000000 Penalty: 5716.405762
	Iteration 16Q: 3 clusters Score -1.560102e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -15601336.000000 Penalty: 5716.405762
	Iteration 17Q: 3 clusters Score -1.560134e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -15601560.000000 Penalty: 5716.405762
	Iteration 18Q: 3 clusters Score -1.560156e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -15601901.000000 Penalty: 5716.405762
	Iteration 19Q: 3 clusters Score -1.56019e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -15602180.000000 Penalty: 5716.405762
	Iteration 20F: 3 clusters Score -1.560218e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -15602444.000000 Penalty: 5716.405762
	Iteration 21Q: 3 clusters Score -1.560244e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -15602567.000000 Penalty: 5716.405762
	Iteration 22Q: 3 clusters Score -1.560257e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 98058 members 
Entering Unmasked Estep 
Score: -15602630.000000 Penalty: 5716.405762
	Iteration 23Q: 3 clusters Score -1.560263e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -15602670.000000 Penalty: 5716.405762
	Iteration 24Q: 3 clusters Score -1.560267e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -15602724.000000 Penalty: 5716.405762
	Iteration 25Q: 3 clusters Score -1.560272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -15602712.000000 Penalty: 5716.405762
	Iteration 26Q: 3 clusters Score -1.560271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -15602747.000000 Penalty: 5716.405762
	Iteration 27Q: 3 clusters Score -1.560275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -15602753.000000 Penalty: 5716.405762
	Iteration 28Q: 3 clusters Score -1.560275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -15602781.000000 Penalty: 5716.405762
	Iteration 29Q: 3 clusters Score -1.560278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -15602774.000000 Penalty: 5716.405762
	Iteration 30Q: 3 clusters Score -1.560277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -15602775.000000 Penalty: 5716.405762
	Iteration 31Q: 3 clusters Score -1.560278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -15602773.000000 Penalty: 5716.405762
	Iteration 32Q: 3 clusters Score -1.560277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -15602781.000000 Penalty: 5716.405762
	Iteration 33Q: 3 clusters Score -1.560278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -15602781.000000 Penalty: 5716.405762
	Iteration 34Q: 3 clusters Score -1.560278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -15602785.000000 Penalty: 5716.405762
	Iteration 35Q: 3 clusters Score -1.560278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -15602781.000000 Penalty: 5716.405762
	Iteration 36Q: 3 clusters Score -1.560278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -15602794.000000 Penalty: 5716.405762
	Iteration 37Q: 3 clusters Score -1.560279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -15602794.000000 Penalty: 5716.405762
	Iteration 38F: 3 clusters Score -1.560279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Entering Unmasked Estep 
Score: -16079966.000000 Penalty: 2866.228516
	Iteration 0F: 2 clusters Score -1.607997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -16011280.000000 Penalty: 5732.457031
	Iteration 0F: 3 clusters Score -1.601128e+07 nChanged 49474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -16039456.000000 Penalty: 5732.457031
	Iteration 1F: 3 clusters Score -1.603946e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -16040302.000000 Penalty: 5732.457031
	Iteration 2Q: 3 clusters Score -1.60403e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -16041169.000000 Penalty: 5732.457031
	Iteration 3Q: 3 clusters Score -1.604117e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -16042683.000000 Penalty: 5732.457031
	Iteration 4Q: 3 clusters Score -1.604268e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -16044571.000000 Penalty: 5732.457031
	Iteration 5Q: 3 clusters Score -1.604457e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -16047822.000000 Penalty: 5732.457031
	Iteration 6F: 3 clusters Score -1.604782e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -16052313.000000 Penalty: 5732.457031
	Iteration 7F: 3 clusters Score -1.605231e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -16058146.000000 Penalty: 5732.457031
	Iteration 8F: 3 clusters Score -1.605815e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -16064306.000000 Penalty: 5732.457031
	Iteration 9F: 3 clusters Score -1.606431e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -16068641.000000 Penalty: 5732.457031
	Iteration 10F: 3 clusters Score -1.606864e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -16071256.000000 Penalty: 5732.457031
	Iteration 11Q: 3 clusters Score -1.607126e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -16072782.000000 Penalty: 5732.457031
	Iteration 12Q: 3 clusters Score -1.607278e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -16073936.000000 Penalty: 5732.457031
	Iteration 13Q: 3 clusters Score -1.607394e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -16074822.000000 Penalty: 5732.457031
	Iteration 14Q: 3 clusters Score -1.607482e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -16075672.000000 Penalty: 5732.457031
	Iteration 15Q: 3 clusters Score -1.607567e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -16076280.000000 Penalty: 5732.457031
	Iteration 16Q: 3 clusters Score -1.607628e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -16076763.000000 Penalty: 5732.457031
	Iteration 17Q: 3 clusters Score -1.607676e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -16077028.000000 Penalty: 5732.457031
	Iteration 18Q: 3 clusters Score -1.607703e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -16077316.000000 Penalty: 5732.457031
	Iteration 19Q: 3 clusters Score -1.607732e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -16077540.000000 Penalty: 5732.457031
	Iteration 20F: 3 clusters Score -1.607754e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -16077641.000000 Penalty: 5732.457031
	Iteration 21Q: 3 clusters Score -1.607764e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -16077813.000000 Penalty: 5732.457031
	Iteration 22Q: 3 clusters Score -1.607781e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -16077926.000000 Penalty: 5732.457031
	Iteration 23Q: 3 clusters Score -1.607793e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -16077959.000000 Penalty: 5732.457031
	Iteration 24Q: 3 clusters Score -1.607796e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -16078022.000000 Penalty: 5732.457031
	Iteration 25Q: 3 clusters Score -1.607802e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -16078054.000000 Penalty: 5732.457031
	Iteration 26Q: 3 clusters Score -1.607805e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -16078109.000000 Penalty: 5732.457031
	Iteration 27Q: 3 clusters Score -1.607811e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -16078130.000000 Penalty: 5732.457031
	Iteration 28Q: 3 clusters Score -1.607813e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -16078166.000000 Penalty: 5732.457031
	Iteration 29Q: 3 clusters Score -1.607817e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -16078287.000000 Penalty: 5732.457031
	Iteration 30Q: 3 clusters Score -1.607829e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -16078318.000000 Penalty: 5732.457031
	Iteration 31Q: 3 clusters Score -1.607832e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -16078344.000000 Penalty: 5732.457031
	Iteration 32Q: 3 clusters Score -1.607834e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -16078412.000000 Penalty: 5732.457031
	Iteration 33Q: 3 clusters Score -1.607841e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -16078421.000000 Penalty: 5732.457031
	Iteration 34Q: 3 clusters Score -1.607842e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -16078448.000000 Penalty: 5732.457031
	Iteration 35Q: 3 clusters Score -1.607845e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -16078468.000000 Penalty: 5732.457031
	Iteration 36Q: 3 clusters Score -1.607847e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -16078502.000000 Penalty: 5732.457031
	Iteration 37Q: 3 clusters Score -1.60785e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -16078542.000000 Penalty: 5732.457031
	Iteration 38Q: 3 clusters Score -1.607854e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -16078612.000000 Penalty: 5732.457031
	Iteration 39Q: 3 clusters Score -1.607861e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -16078603.000000 Penalty: 5732.457031
	Iteration 40F: 3 clusters Score -1.60786e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -16078651.000000 Penalty: 5732.457031
	Iteration 41Q: 3 clusters Score -1.607865e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -16078693.000000 Penalty: 5732.457031
	Iteration 42Q: 3 clusters Score -1.607869e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -16078746.000000 Penalty: 5732.457031
	Iteration 43Q: 3 clusters Score -1.607875e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -16078772.000000 Penalty: 5732.457031
	Iteration 44Q: 3 clusters Score -1.607877e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -16078826.000000 Penalty: 5732.457031
	Iteration 45Q: 3 clusters Score -1.607883e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -16078810.000000 Penalty: 5732.457031
	Iteration 46Q: 3 clusters Score -1.607881e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -16078828.000000 Penalty: 5732.457031
	Iteration 47Q: 3 clusters Score -1.607883e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -16078826.000000 Penalty: 5732.457031
	Iteration 48Q: 3 clusters Score -1.607883e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -16078831.000000 Penalty: 5732.457031
	Iteration 49Q: 3 clusters Score -1.607883e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -16078853.000000 Penalty: 5732.457031
	Iteration 50Q: 3 clusters Score -1.607885e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -16078864.000000 Penalty: 5732.457031
	Iteration 51Q: 3 clusters Score -1.607886e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -16078881.000000 Penalty: 5732.457031
	Iteration 52Q: 3 clusters Score -1.607888e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -16078835.000000 Penalty: 5732.457031
	Iteration 53Q: 3 clusters Score -1.607884e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -16078871.000000 Penalty: 5732.457031
	Iteration 54Q: 3 clusters Score -1.607887e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -16078898.000000 Penalty: 5732.457031
	Iteration 55Q: 3 clusters Score -1.60789e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -16078900.000000 Penalty: 5732.457031
	Iteration 56Q: 3 clusters Score -1.60789e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -16078886.000000 Penalty: 5732.457031
	Iteration 57Q: 3 clusters Score -1.607889e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -16078847.000000 Penalty: 5732.457031
	Iteration 58Q: 3 clusters Score -1.607885e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -16078815.000000 Penalty: 5732.457031
	Iteration 59Q: 3 clusters Score -1.607882e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -16078858.000000 Penalty: 5732.457031
	Iteration 60F: 3 clusters Score -1.607886e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -16078889.000000 Penalty: 5732.457031
	Iteration 61Q: 3 clusters Score -1.607889e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -16078880.000000 Penalty: 5732.457031
	Iteration 62Q: 3 clusters Score -1.607888e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -16078869.000000 Penalty: 5732.457031
	Iteration 63Q: 3 clusters Score -1.607887e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -16078855.000000 Penalty: 5732.457031
	Iteration 64Q: 3 clusters Score -1.607886e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -16078870.000000 Penalty: 5732.457031
	Iteration 65Q: 3 clusters Score -1.607887e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -16078851.000000 Penalty: 5732.457031
	Iteration 66Q: 3 clusters Score -1.607885e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -16078811.000000 Penalty: 5732.457031
	Iteration 67Q: 3 clusters Score -1.607881e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -16078798.000000 Penalty: 5732.457031
	Iteration 68Q: 3 clusters Score -1.60788e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -16078824.000000 Penalty: 5732.457031
	Iteration 69Q: 3 clusters Score -1.607882e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -16078846.000000 Penalty: 5732.457031
	Iteration 70Q: 3 clusters Score -1.607885e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -16078847.000000 Penalty: 5732.457031
	Iteration 71Q: 3 clusters Score -1.607885e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -16078856.000000 Penalty: 5732.457031
	Iteration 72Q: 3 clusters Score -1.607886e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -16078873.000000 Penalty: 5732.457031
	Iteration 73Q: 3 clusters Score -1.607887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -16078901.000000 Penalty: 5732.457031
	Iteration 74Q: 3 clusters Score -1.60789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -16078913.000000 Penalty: 5732.457031
	Iteration 75Q: 3 clusters Score -1.607891e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -16078877.000000 Penalty: 5732.457031
	Iteration 76Q: 3 clusters Score -1.607888e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -16078869.000000 Penalty: 5732.457031
	Iteration 77Q: 3 clusters Score -1.607887e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -16078852.000000 Penalty: 5732.457031
	Iteration 78Q: 3 clusters Score -1.607885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -16078849.000000 Penalty: 5732.457031
	Iteration 79Q: 3 clusters Score -1.607885e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -16078840.000000 Penalty: 5732.457031
	Iteration 80F: 3 clusters Score -1.607884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -16078851.000000 Penalty: 5732.457031
	Iteration 81Q: 3 clusters Score -1.607885e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -16078819.000000 Penalty: 5732.457031
	Iteration 82Q: 3 clusters Score -1.607882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16078804.000000 Penalty: 5732.457031
	Iteration 83Q: 3 clusters Score -1.60788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -16078805.000000 Penalty: 5732.457031
	Iteration 84Q: 3 clusters Score -1.60788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -16078803.000000 Penalty: 5732.457031
	Iteration 85Q: 3 clusters Score -1.60788e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -16078809.000000 Penalty: 5732.457031
	Iteration 86Q: 3 clusters Score -1.607881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -16078812.000000 Penalty: 5732.457031
	Iteration 87Q: 3 clusters Score -1.607881e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -16078821.000000 Penalty: 5732.457031
	Iteration 88Q: 3 clusters Score -1.607882e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -16078787.000000 Penalty: 5732.457031
	Iteration 89Q: 3 clusters Score -1.607879e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -16078757.000000 Penalty: 5732.457031
	Iteration 90Q: 3 clusters Score -1.607876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -16078757.000000 Penalty: 5732.457031
	Iteration 91Q: 3 clusters Score -1.607876e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -16078755.000000 Penalty: 5732.457031
	Iteration 92Q: 3 clusters Score -1.607876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -16078755.000000 Penalty: 5732.457031
	Iteration 93Q: 3 clusters Score -1.607876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -16078745.000000 Penalty: 5732.457031
	Iteration 94Q: 3 clusters Score -1.607874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -16078731.000000 Penalty: 5732.457031
	Iteration 95Q: 3 clusters Score -1.607873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -16078738.000000 Penalty: 5732.457031
	Iteration 96Q: 3 clusters Score -1.607874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16078736.000000 Penalty: 5732.457031
	Iteration 97Q: 3 clusters Score -1.607874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -16078740.000000 Penalty: 5732.457031
	Iteration 98Q: 3 clusters Score -1.607874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -16078740.000000 Penalty: 5732.457031
	Iteration 99Q: 3 clusters Score -1.607874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -16078740.000000 Penalty: 5732.457031
	Iteration 100F: 3 clusters Score -1.607874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -16078742.000000 Penalty: 5732.457031
	Iteration 101Q: 3 clusters Score -1.607874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100585 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -16078720.000000 Penalty: 5732.457031
	Iteration 102Q: 3 clusters Score -1.607872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -16078714.000000 Penalty: 5732.457031
	Iteration 103Q: 3 clusters Score -1.607871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -16078709.000000 Penalty: 5732.457031
	Iteration 104Q: 3 clusters Score -1.607871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -16078701.000000 Penalty: 5732.457031
	Iteration 105Q: 3 clusters Score -1.60787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -16078707.000000 Penalty: 5732.457031
	Iteration 106Q: 3 clusters Score -1.607871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -16078680.000000 Penalty: 5732.457031
	Iteration 107Q: 3 clusters Score -1.607868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -16078694.000000 Penalty: 5732.457031
	Iteration 108Q: 3 clusters Score -1.607869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -16078673.000000 Penalty: 5732.457031
	Iteration 109Q: 3 clusters Score -1.607867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -16078669.000000 Penalty: 5732.457031
	Iteration 110Q: 3 clusters Score -1.607867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -16078658.000000 Penalty: 5732.457031
	Iteration 111Q: 3 clusters Score -1.607866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -16078639.000000 Penalty: 5732.457031
	Iteration 112Q: 3 clusters Score -1.607864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -16078654.000000 Penalty: 5732.457031
	Iteration 113Q: 3 clusters Score -1.607865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -16078662.000000 Penalty: 5732.457031
	Iteration 114Q: 3 clusters Score -1.607866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -16078662.000000 Penalty: 5732.457031
	Iteration 115Q: 3 clusters Score -1.607866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -16078675.000000 Penalty: 5732.457031
	Iteration 116Q: 3 clusters Score -1.607868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -16078657.000000 Penalty: 5732.457031
	Iteration 117Q: 3 clusters Score -1.607866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -16078663.000000 Penalty: 5732.457031
	Iteration 118Q: 3 clusters Score -1.607866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -16078650.000000 Penalty: 5732.457031
	Iteration 119Q: 3 clusters Score -1.607865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -16078678.000000 Penalty: 5732.457031
	Iteration 120F: 3 clusters Score -1.607868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -16078675.000000 Penalty: 5732.457031
	Iteration 121Q: 3 clusters Score -1.607868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -16078687.000000 Penalty: 5732.457031
	Iteration 122Q: 3 clusters Score -1.607869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -16078688.000000 Penalty: 5732.457031
	Iteration 123Q: 3 clusters Score -1.607869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -16078664.000000 Penalty: 5732.457031
	Iteration 124Q: 3 clusters Score -1.607866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16078661.000000 Penalty: 5732.457031
	Iteration 125Q: 3 clusters Score -1.607866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -16078668.000000 Penalty: 5732.457031
	Iteration 126Q: 3 clusters Score -1.607867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -16078679.000000 Penalty: 5732.457031
	Iteration 127Q: 3 clusters Score -1.607868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -16078665.000000 Penalty: 5732.457031
	Iteration 128Q: 3 clusters Score -1.607866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -16078651.000000 Penalty: 5732.457031
	Iteration 129Q: 3 clusters Score -1.607865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -16078667.000000 Penalty: 5732.457031
	Iteration 130Q: 3 clusters Score -1.607867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -16078647.000000 Penalty: 5732.457031
	Iteration 131Q: 3 clusters Score -1.607865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -16078651.000000 Penalty: 5732.457031
	Iteration 132Q: 3 clusters Score -1.607865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -16078651.000000 Penalty: 5732.457031
	Iteration 133Q: 3 clusters Score -1.607865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -16078625.000000 Penalty: 5732.457031
	Iteration 134Q: 3 clusters Score -1.607862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -16078635.000000 Penalty: 5732.457031
	Iteration 135Q: 3 clusters Score -1.607864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -16078594.000000 Penalty: 5732.457031
	Iteration 136Q: 3 clusters Score -1.607859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16078598.000000 Penalty: 5732.457031
	Iteration 137Q: 3 clusters Score -1.60786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -16078605.000000 Penalty: 5732.457031
	Iteration 138Q: 3 clusters Score -1.60786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -16078602.000000 Penalty: 5732.457031
	Iteration 139Q: 3 clusters Score -1.60786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -16078605.000000 Penalty: 5732.457031
	Iteration 140F: 3 clusters Score -1.60786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -16078599.000000 Penalty: 5732.457031
	Iteration 141Q: 3 clusters Score -1.60786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -16078604.000000 Penalty: 5732.457031
	Iteration 142Q: 3 clusters Score -1.60786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -16078625.000000 Penalty: 5732.457031
	Iteration 143Q: 3 clusters Score -1.607862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -16078638.000000 Penalty: 5732.457031
	Iteration 144Q: 3 clusters Score -1.607864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -16078634.000000 Penalty: 5732.457031
	Iteration 145Q: 3 clusters Score -1.607863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -16078647.000000 Penalty: 5732.457031
	Iteration 146Q: 3 clusters Score -1.607865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -16078631.000000 Penalty: 5732.457031
	Iteration 147Q: 3 clusters Score -1.607863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -16078635.000000 Penalty: 5732.457031
	Iteration 148Q: 3 clusters Score -1.607864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -16078632.000000 Penalty: 5732.457031
	Iteration 149Q: 3 clusters Score -1.607863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -16078633.000000 Penalty: 5732.457031
	Iteration 150Q: 3 clusters Score -1.607863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -16078636.000000 Penalty: 5732.457031
	Iteration 151Q: 3 clusters Score -1.607864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16078644.000000 Penalty: 5732.457031
	Iteration 152Q: 3 clusters Score -1.607864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -16078638.000000 Penalty: 5732.457031
	Iteration 153Q: 3 clusters Score -1.607864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -16078631.000000 Penalty: 5732.457031
	Iteration 154Q: 3 clusters Score -1.607863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -16078633.000000 Penalty: 5732.457031
	Iteration 155Q: 3 clusters Score -1.607863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16078640.000000 Penalty: 5732.457031
	Iteration 156Q: 3 clusters Score -1.607864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -16078629.000000 Penalty: 5732.457031
	Iteration 157Q: 3 clusters Score -1.607863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -16078632.000000 Penalty: 5732.457031
	Iteration 158Q: 3 clusters Score -1.607863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -16078628.000000 Penalty: 5732.457031
	Iteration 159Q: 3 clusters Score -1.607863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -16078634.000000 Penalty: 5732.457031
	Iteration 160F: 3 clusters Score -1.607863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -16078623.000000 Penalty: 5732.457031
	Iteration 161Q: 3 clusters Score -1.607862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -16078621.000000 Penalty: 5732.457031
	Iteration 162Q: 3 clusters Score -1.607862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -16078619.000000 Penalty: 5732.457031
	Iteration 163Q: 3 clusters Score -1.607862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -16078618.000000 Penalty: 5732.457031
	Iteration 164Q: 3 clusters Score -1.607862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -16078622.000000 Penalty: 5732.457031
	Iteration 165Q: 3 clusters Score -1.607862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -16078622.000000 Penalty: 5732.457031
	Iteration 166F: 3 clusters Score -1.607862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Entering Unmasked Estep 
Score: -5885618.500000 Penalty: 2615.198975
	Iteration 0F: 2 clusters Score -5885618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5859759.000000 Penalty: 5230.397949
	Iteration 0F: 3 clusters Score -5859759 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -5869203.500000 Penalty: 5230.397949
	Iteration 1F: 3 clusters Score -5869204 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5869645.000000 Penalty: 5230.397949
	Iteration 2Q: 3 clusters Score -5869645 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5870047.500000 Penalty: 5230.397949
	Iteration 3Q: 3 clusters Score -5870048 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5870419.000000 Penalty: 5230.397949
	Iteration 4Q: 3 clusters Score -5870419 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -5870826.000000 Penalty: 5230.397949
	Iteration 5Q: 3 clusters Score -5870826 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -5871289.500000 Penalty: 5230.397949
	Iteration 6Q: 3 clusters Score -5871290 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5871816.000000 Penalty: 5230.397949
	Iteration 7Q: 3 clusters Score -5871816 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5872467.500000 Penalty: 5230.397949
	Iteration 8Q: 3 clusters Score -5872468 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5873361.500000 Penalty: 5230.397949
	Iteration 9Q: 3 clusters Score -5873362 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5874502.000000 Penalty: 5230.397949
	Iteration 10F: 3 clusters Score -5874502 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5875841.000000 Penalty: 5230.397949
	Iteration 11F: 3 clusters Score -5875841 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5877449.000000 Penalty: 5230.397949
	Iteration 12F: 3 clusters Score -5877449 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5879154.500000 Penalty: 5230.397949
	Iteration 13F: 3 clusters Score -5879154 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5880667.500000 Penalty: 5230.397949
	Iteration 14Q: 3 clusters Score -5880668 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5881733.000000 Penalty: 5230.397949
	Iteration 15Q: 3 clusters Score -5881733 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5882429.000000 Penalty: 5230.397949
	Iteration 16Q: 3 clusters Score -5882429 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5882841.000000 Penalty: 5230.397949
	Iteration 17Q: 3 clusters Score -5882841 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5883082.500000 Penalty: 5230.397949
	Iteration 18Q: 3 clusters Score -5883082 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5883218.500000 Penalty: 5230.397949
	Iteration 19Q: 3 clusters Score -5883218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5883284.000000 Penalty: 5230.397949
	Iteration 20F: 3 clusters Score -5883284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5883344.000000 Penalty: 5230.397949
	Iteration 21Q: 3 clusters Score -5883344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5883363.500000 Penalty: 5230.397949
	Iteration 22Q: 3 clusters Score -5883364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5883378.500000 Penalty: 5230.397949
	Iteration 23Q: 3 clusters Score -5883378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5883400.000000 Penalty: 5230.397949
	Iteration 24Q: 3 clusters Score -5883400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5883412.000000 Penalty: 5230.397949
	Iteration 25Q: 3 clusters Score -5883412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5883415.500000 Penalty: 5230.397949
	Iteration 26Q: 3 clusters Score -5883416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5883423.500000 Penalty: 5230.397949
	Iteration 27Q: 3 clusters Score -5883424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5883441.000000 Penalty: 5230.397949
	Iteration 28Q: 3 clusters Score -5883441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5883445.500000 Penalty: 5230.397949
	Iteration 29Q: 3 clusters Score -5883446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5883460.000000 Penalty: 5230.397949
	Iteration 30Q: 3 clusters Score -5883460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5883466.000000 Penalty: 5230.397949
	Iteration 31Q: 3 clusters Score -5883466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5883477.500000 Penalty: 5230.397949
	Iteration 32Q: 3 clusters Score -5883478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5883486.500000 Penalty: 5230.397949
	Iteration 33Q: 3 clusters Score -5883486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5883488.000000 Penalty: 5230.397949
	Iteration 34Q: 3 clusters Score -5883488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5883487.500000 Penalty: 5230.397949
	Iteration 35Q: 3 clusters Score -5883488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5883487.500000 Penalty: 5230.397949
	Iteration 36Q: 3 clusters Score -5883488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5883486.500000 Penalty: 5230.397949
	Iteration 37Q: 3 clusters Score -5883486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5883486.500000 Penalty: 5230.397949
	Iteration 38F: 3 clusters Score -5883486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Entering Unmasked Estep 
Score: -16176079.000000 Penalty: 2866.354004
	Iteration 0F: 2 clusters Score -1.617608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -16108705.000000 Penalty: 5732.708008
	Iteration 0F: 3 clusters Score -1.61087e+07 nChanged 49514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -16136735.000000 Penalty: 5732.708008
	Iteration 1F: 3 clusters Score -1.613674e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -16137426.000000 Penalty: 5732.708008
	Iteration 2Q: 3 clusters Score -1.613743e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -16138160.000000 Penalty: 5732.708008
	Iteration 3Q: 3 clusters Score -1.613816e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -16138908.000000 Penalty: 5732.708008
	Iteration 4Q: 3 clusters Score -1.613891e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -16140052.000000 Penalty: 5732.708008
	Iteration 5Q: 3 clusters Score -1.614005e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -16141887.000000 Penalty: 5732.708008
	Iteration 6Q: 3 clusters Score -1.614189e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -16145234.000000 Penalty: 5732.708008
	Iteration 7F: 3 clusters Score -1.614523e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -16150790.000000 Penalty: 5732.708008
	Iteration 8F: 3 clusters Score -1.615079e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -16158425.000000 Penalty: 5732.708008
	Iteration 9F: 3 clusters Score -1.615842e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -16166109.000000 Penalty: 5732.708008
	Iteration 10F: 3 clusters Score -1.616611e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -16170946.000000 Penalty: 5732.708008
	Iteration 11F: 3 clusters Score -1.617095e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -16172855.000000 Penalty: 5732.708008
	Iteration 12Q: 3 clusters Score -1.617286e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16173336.000000 Penalty: 5732.708008
	Iteration 13Q: 3 clusters Score -1.617334e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16173498.000000 Penalty: 5732.708008
	Iteration 14Q: 3 clusters Score -1.61735e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16173557.000000 Penalty: 5732.708008
	Iteration 15Q: 3 clusters Score -1.617356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16173569.000000 Penalty: 5732.708008
	Iteration 16Q: 3 clusters Score -1.617357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16173606.000000 Penalty: 5732.708008
	Iteration 17Q: 3 clusters Score -1.617361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16173622.000000 Penalty: 5732.708008
	Iteration 18Q: 3 clusters Score -1.617362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16173643.000000 Penalty: 5732.708008
	Iteration 19Q: 3 clusters Score -1.617364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16173637.000000 Penalty: 5732.708008
	Iteration 20F: 3 clusters Score -1.617364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16173633.000000 Penalty: 5732.708008
	Iteration 21Q: 3 clusters Score -1.617363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16173645.000000 Penalty: 5732.708008
	Iteration 22Q: 3 clusters Score -1.617364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16173643.000000 Penalty: 5732.708008
	Iteration 23Q: 3 clusters Score -1.617364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16173650.000000 Penalty: 5732.708008
	Iteration 24Q: 3 clusters Score -1.617365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16173650.000000 Penalty: 5732.708008
	Iteration 25F: 3 clusters Score -1.617365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25282.347656 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25282.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24307.251953 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24307.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24403.248047 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24403.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24430.294922 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24430.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24439.832031 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24439.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24449.312500 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24449.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24456.904297 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24456.904297 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -24456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1270333.500000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1263465.750000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1263466 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1265372.875000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1265373 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1265681.500000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1265682 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1265904.875000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1265905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1266050.875000 Penalty: 4492.539551
	Iteration 4Q: 3 clusters Score -1266051 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1266160.375000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1266160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1266246.250000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1266246 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1266331.750000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1266332 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1266394.125000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1266394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1266451.500000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1266452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1266509.000000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1266509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1266566.125000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1266566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1266623.875000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1266624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1266686.500000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1266686 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1266754.375000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1266754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1266835.250000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1266835 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1266923.875000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1266924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1266998.500000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1266998 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1267080.375000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1267080 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1267156.250000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1267156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1267242.125000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1267242 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1267328.000000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1267328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1267422.250000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1267422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1267530.125000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1267530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1267651.000000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1267651 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1267768.250000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1267768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1267884.250000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1267884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1267992.125000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1267992 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1268091.375000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1268091 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1268197.750000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1268198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1268275.125000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1268275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1268334.125000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1268334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1268392.875000 Penalty: 4492.539551
	Iteration 32Q: 3 clusters Score -1268393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1268440.625000 Penalty: 4492.539551
	Iteration 33Q: 3 clusters Score -1268441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1268466.750000 Penalty: 4492.539551
	Iteration 34Q: 3 clusters Score -1268467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1268493.875000 Penalty: 4492.539551
	Iteration 35Q: 3 clusters Score -1268494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1268522.500000 Penalty: 4492.539551
	Iteration 36Q: 3 clusters Score -1268522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1268546.125000 Penalty: 4492.539551
	Iteration 37Q: 3 clusters Score -1268546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1268566.500000 Penalty: 4492.539551
	Iteration 38Q: 3 clusters Score -1268566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1268585.250000 Penalty: 4492.539551
	Iteration 39Q: 3 clusters Score -1268585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1268596.250000 Penalty: 4492.539551
	Iteration 40F: 3 clusters Score -1268596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1268606.750000 Penalty: 4492.539551
	Iteration 41Q: 3 clusters Score -1268607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1268616.625000 Penalty: 4492.539551
	Iteration 42Q: 3 clusters Score -1268617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1268619.375000 Penalty: 4492.539551
	Iteration 43Q: 3 clusters Score -1268619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1268625.250000 Penalty: 4492.539551
	Iteration 44Q: 3 clusters Score -1268625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1268626.875000 Penalty: 4492.539551
	Iteration 45Q: 3 clusters Score -1268627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1268634.625000 Penalty: 4492.539551
	Iteration 46Q: 3 clusters Score -1268635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1268640.375000 Penalty: 4492.539551
	Iteration 47Q: 3 clusters Score -1268640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1268644.750000 Penalty: 4492.539551
	Iteration 48Q: 3 clusters Score -1268645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1268648.375000 Penalty: 4492.539551
	Iteration 49Q: 3 clusters Score -1268648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1268650.875000 Penalty: 4492.539551
	Iteration 50Q: 3 clusters Score -1268651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1268654.375000 Penalty: 4492.539551
	Iteration 51Q: 3 clusters Score -1268654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1268661.750000 Penalty: 4492.539551
	Iteration 52Q: 3 clusters Score -1268662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1268662.125000 Penalty: 4492.539551
	Iteration 53Q: 3 clusters Score -1268662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1268670.375000 Penalty: 4492.539551
	Iteration 54Q: 3 clusters Score -1268670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1268679.750000 Penalty: 4492.539551
	Iteration 55Q: 3 clusters Score -1268680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1268684.875000 Penalty: 4492.539551
	Iteration 56Q: 3 clusters Score -1268685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1268687.000000 Penalty: 4492.539551
	Iteration 57Q: 3 clusters Score -1268687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1268688.875000 Penalty: 4492.539551
	Iteration 58Q: 3 clusters Score -1268689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1268694.375000 Penalty: 4492.539551
	Iteration 59Q: 3 clusters Score -1268694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1268695.750000 Penalty: 4492.539551
	Iteration 60F: 3 clusters Score -1268696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1268694.875000 Penalty: 4492.539551
	Iteration 61Q: 3 clusters Score -1268695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1268695.500000 Penalty: 4492.539551
	Iteration 62Q: 3 clusters Score -1268696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1268696.250000 Penalty: 4492.539551
	Iteration 63Q: 3 clusters Score -1268696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1268694.125000 Penalty: 4492.539551
	Iteration 64Q: 3 clusters Score -1268694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1268698.000000 Penalty: 4492.539551
	Iteration 65Q: 3 clusters Score -1268698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1268699.875000 Penalty: 4492.539551
	Iteration 66Q: 3 clusters Score -1268700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1268702.250000 Penalty: 4492.539551
	Iteration 67Q: 3 clusters Score -1268702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1268702.250000 Penalty: 4492.539551
	Iteration 68Q: 3 clusters Score -1268702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1268703.125000 Penalty: 4492.539551
	Iteration 69Q: 3 clusters Score -1268703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1268703.125000 Penalty: 4492.539551
	Iteration 70F: 3 clusters Score -1268703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Entering Unmasked Estep 
Score: -1928677.500000 Penalty: 2339.821289
	Iteration 0F: 2 clusters Score -1928678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1919430.500000 Penalty: 4679.642578
	Iteration 0F: 3 clusters Score -1919430 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1922147.750000 Penalty: 4679.642578
	Iteration 1F: 3 clusters Score -1922148 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1922435.750000 Penalty: 4679.642578
	Iteration 2F: 3 clusters Score -1922436 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1922657.875000 Penalty: 4679.642578
	Iteration 3Q: 3 clusters Score -1922658 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1922858.625000 Penalty: 4679.642578
	Iteration 4Q: 3 clusters Score -1922859 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1923071.500000 Penalty: 4679.642578
	Iteration 5Q: 3 clusters Score -1923072 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1923310.250000 Penalty: 4679.642578
	Iteration 6Q: 3 clusters Score -1923310 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1923611.375000 Penalty: 4679.642578
	Iteration 7Q: 3 clusters Score -1923611 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1923945.250000 Penalty: 4679.642578
	Iteration 8Q: 3 clusters Score -1923945 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1924328.125000 Penalty: 4679.642578
	Iteration 9Q: 3 clusters Score -1924328 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1924739.625000 Penalty: 4679.642578
	Iteration 10F: 3 clusters Score -1924740 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1925147.875000 Penalty: 4679.642578
	Iteration 11Q: 3 clusters Score -1925148 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1925513.375000 Penalty: 4679.642578
	Iteration 12Q: 3 clusters Score -1925513 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1925883.500000 Penalty: 4679.642578
	Iteration 13Q: 3 clusters Score -1925884 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1926176.875000 Penalty: 4679.642578
	Iteration 14Q: 3 clusters Score -1926177 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1926365.500000 Penalty: 4679.642578
	Iteration 15Q: 3 clusters Score -1926366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1926526.000000 Penalty: 4679.642578
	Iteration 16Q: 3 clusters Score -1926526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1926640.125000 Penalty: 4679.642578
	Iteration 17Q: 3 clusters Score -1926640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1926731.875000 Penalty: 4679.642578
	Iteration 18Q: 3 clusters Score -1926732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1926778.125000 Penalty: 4679.642578
	Iteration 19Q: 3 clusters Score -1926778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1926812.875000 Penalty: 4679.642578
	Iteration 20F: 3 clusters Score -1926813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1926838.750000 Penalty: 4679.642578
	Iteration 21Q: 3 clusters Score -1926839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1926853.875000 Penalty: 4679.642578
	Iteration 22Q: 3 clusters Score -1926854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1926868.750000 Penalty: 4679.642578
	Iteration 23Q: 3 clusters Score -1926869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1926883.500000 Penalty: 4679.642578
	Iteration 24Q: 3 clusters Score -1926884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1926897.625000 Penalty: 4679.642578
	Iteration 25Q: 3 clusters Score -1926898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1926910.125000 Penalty: 4679.642578
	Iteration 26Q: 3 clusters Score -1926910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1926918.250000 Penalty: 4679.642578
	Iteration 27Q: 3 clusters Score -1926918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1926924.750000 Penalty: 4679.642578
	Iteration 28Q: 3 clusters Score -1926925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1926926.125000 Penalty: 4679.642578
	Iteration 29Q: 3 clusters Score -1926926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1926928.375000 Penalty: 4679.642578
	Iteration 30Q: 3 clusters Score -1926928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1926930.000000 Penalty: 4679.642578
	Iteration 31Q: 3 clusters Score -1926930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1926933.375000 Penalty: 4679.642578
	Iteration 32Q: 3 clusters Score -1926933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1926934.625000 Penalty: 4679.642578
	Iteration 33Q: 3 clusters Score -1926935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1926936.500000 Penalty: 4679.642578
	Iteration 34Q: 3 clusters Score -1926936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1926938.375000 Penalty: 4679.642578
	Iteration 35Q: 3 clusters Score -1926938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1926938.625000 Penalty: 4679.642578
	Iteration 36Q: 3 clusters Score -1926939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1926937.500000 Penalty: 4679.642578
	Iteration 37Q: 3 clusters Score -1926938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1926937.500000 Penalty: 4679.642578
	Iteration 38F: 3 clusters Score -1926938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -144622.359375 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -144622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142669.375000 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -142669.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143060.062500 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -143060.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143254.296875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -143254.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143444.046875 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -143444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143725.171875 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -143725.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143939.671875 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -143939.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144138.468750 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -144138.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144411.296875 Penalty: 3448.553467
	Iteration 7F: 3 clusters Score -144411.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -144694.000000 Penalty: 3448.553467
	Iteration 8F: 3 clusters Score -144694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144914.671875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145063.140625 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -145063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145083.218750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -145083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145088.390625 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -145088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145088.390625 Penalty: 3448.553467
	Iteration 13F: 3 clusters Score -145088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100214 members 
Mstep: Class 9 contains 48754 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81031 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58185 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 104545 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 495 members 
Entering Unmasked Estep 
Score: -137777888.000000 Penalty: 88517.062500
Splitting cluster 26 changes total score from -137779056.000000 to -137777888.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100214 members 
Mstep: Class 9 contains 48754 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37872 members 
Mstep: Class 12 contains 81031 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58185 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 104545 members 
Mstep: Class 20 contains 37993 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 479Q: 26 clusters Score -1.37779e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100208 members 
Mstep: Class 9 contains 48761 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37871 members 
Mstep: Class 12 contains 81028 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69574 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58186 members 
Mstep: Class 18 contains 101199 members 
Mstep: Class 19 contains 104549 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 22 contains 104607 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12514 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 480F: 26 clusters Score -1.377789e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54204 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100204 members 
Mstep: Class 9 contains 48766 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37871 members 
Mstep: Class 12 contains 81021 members 
Mstep: Class 13 contains 40504 members 
Mstep: Class 14 contains 69585 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58186 members 
Mstep: Class 18 contains 101200 members 
Mstep: Class 19 contains 104539 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 22 contains 104614 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778880.000000 Penalty: 85112.554688
Iteration 481Q: 26 clusters Score -1.377789e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 54203 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100200 members 
Mstep: Class 9 contains 48775 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37871 members 
Mstep: Class 12 contains 81017 members 
Mstep: Class 13 contains 40506 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 58181 members 
Mstep: Class 18 contains 101196 members 
Mstep: Class 19 contains 104529 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 22 contains 104629 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 482Q: 26 clusters Score -1.377789e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54204 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100196 members 
Mstep: Class 9 contains 48779 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37870 members 
Mstep: Class 12 contains 81017 members 
Mstep: Class 13 contains 40506 members 
Mstep: Class 14 contains 69590 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25915 members 
Mstep: Class 17 contains 58177 members 
Mstep: Class 18 contains 101198 members 
Mstep: Class 19 contains 104525 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 22 contains 104638 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12510 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778912.000000 Penalty: 85112.554688
Iteration 483Q: 26 clusters Score -1.377789e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54204 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100190 members 
Mstep: Class 9 contains 48785 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37870 members 
Mstep: Class 12 contains 81016 members 
Mstep: Class 13 contains 40507 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58179 members 
Mstep: Class 18 contains 101191 members 
Mstep: Class 19 contains 104537 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 22 contains 104635 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12510 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778928.000000 Penalty: 85112.554688
Iteration 484Q: 26 clusters Score -1.377789e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100185 members 
Mstep: Class 9 contains 48790 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 81018 members 
Mstep: Class 13 contains 40508 members 
Mstep: Class 14 contains 69584 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 25916 members 
Mstep: Class 17 contains 58179 members 
Mstep: Class 18 contains 101185 members 
Mstep: Class 19 contains 104567 members 
Mstep: Class 20 contains 37986 members 
Mstep: Class 22 contains 104619 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12509 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779040.000000 Penalty: 85112.554688
Iteration 485Q: 26 clusters Score -1.37779e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100174 members 
Mstep: Class 9 contains 48792 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37870 members 
Mstep: Class 12 contains 81018 members 
Mstep: Class 13 contains 40509 members 
Mstep: Class 14 contains 69583 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58180 members 
Mstep: Class 18 contains 101179 members 
Mstep: Class 19 contains 104581 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 22 contains 104622 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12510 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779168.000000 Penalty: 85112.554688
Iteration 486Q: 26 clusters Score -1.377792e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54203 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100159 members 
Mstep: Class 9 contains 48797 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 81016 members 
Mstep: Class 13 contains 40510 members 
Mstep: Class 14 contains 69578 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 58180 members 
Mstep: Class 18 contains 101168 members 
Mstep: Class 19 contains 104595 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 22 contains 104640 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12510 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779184.000000 Penalty: 85112.554688
Iteration 487Q: 26 clusters Score -1.377792e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54201 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100154 members 
Mstep: Class 9 contains 48802 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37867 members 
Mstep: Class 12 contains 81002 members 
Mstep: Class 13 contains 40510 members 
Mstep: Class 14 contains 69577 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58177 members 
Mstep: Class 18 contains 101155 members 
Mstep: Class 19 contains 104609 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 22 contains 104657 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 488Q: 26 clusters Score -1.377791e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54195 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100152 members 
Mstep: Class 9 contains 48812 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37866 members 
Mstep: Class 12 contains 81005 members 
Mstep: Class 13 contains 40510 members 
Mstep: Class 14 contains 69577 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 58175 members 
Mstep: Class 18 contains 101133 members 
Mstep: Class 19 contains 104624 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 22 contains 104666 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 489Q: 26 clusters Score -1.377791e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54195 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100150 members 
Mstep: Class 9 contains 48819 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37865 members 
Mstep: Class 12 contains 81004 members 
Mstep: Class 13 contains 40511 members 
Mstep: Class 14 contains 69580 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 58174 members 
Mstep: Class 18 contains 101111 members 
Mstep: Class 19 contains 104629 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 22 contains 104679 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 490Q: 26 clusters Score -1.377791e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 54195 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100154 members 
Mstep: Class 9 contains 48823 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37863 members 
Mstep: Class 12 contains 81004 members 
Mstep: Class 13 contains 40512 members 
Mstep: Class 14 contains 69581 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 58174 members 
Mstep: Class 18 contains 101097 members 
Mstep: Class 19 contains 104626 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 22 contains 104685 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779056.000000 Penalty: 85112.554688
Iteration 491Q: 26 clusters Score -1.377791e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 54193 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100152 members 
Mstep: Class 9 contains 48825 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37862 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 40513 members 
Mstep: Class 14 contains 69586 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 58174 members 
Mstep: Class 18 contains 101094 members 
Mstep: Class 19 contains 104631 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 22 contains 104683 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 492Q: 26 clusters Score -1.37779e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54194 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100146 members 
Mstep: Class 9 contains 48832 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37861 members 
Mstep: Class 12 contains 80993 members 
Mstep: Class 13 contains 40514 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 58171 members 
Mstep: Class 18 contains 101092 members 
Mstep: Class 19 contains 104639 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 22 contains 104683 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779072.000000 Penalty: 85112.554688
Iteration 493Q: 26 clusters Score -1.377791e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54197 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100143 members 
Mstep: Class 9 contains 48841 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37860 members 
Mstep: Class 12 contains 80991 members 
Mstep: Class 13 contains 40514 members 
Mstep: Class 14 contains 69588 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 58169 members 
Mstep: Class 18 contains 101092 members 
Mstep: Class 19 contains 104635 members 
Mstep: Class 20 contains 37970 members 
Mstep: Class 22 contains 104685 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779040.000000 Penalty: 85112.554688
Iteration 494Q: 26 clusters Score -1.37779e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54200 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100140 members 
Mstep: Class 9 contains 48846 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37859 members 
Mstep: Class 12 contains 80991 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69584 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25924 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 101080 members 
Mstep: Class 19 contains 104637 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 22 contains 104698 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778944.000000 Penalty: 85112.554688
Iteration 495Q: 26 clusters Score -1.377789e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54197 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100139 members 
Mstep: Class 9 contains 48847 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37859 members 
Mstep: Class 12 contains 80987 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69584 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 101078 members 
Mstep: Class 19 contains 104644 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 22 contains 104706 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12507 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 496Q: 26 clusters Score -1.37779e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54194 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100137 members 
Mstep: Class 9 contains 48849 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37858 members 
Mstep: Class 12 contains 80991 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69586 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25927 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 101062 members 
Mstep: Class 19 contains 104637 members 
Mstep: Class 20 contains 37961 members 
Mstep: Class 22 contains 104726 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12506 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778832.000000 Penalty: 85112.554688
Iteration 497Q: 26 clusters Score -1.377788e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100127 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37857 members 
Mstep: Class 12 contains 80990 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 101064 members 
Mstep: Class 19 contains 104647 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 22 contains 104721 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 12507 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 85112.554688
Iteration 498Q: 26 clusters Score -1.377788e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 54194 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100126 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37857 members 
Mstep: Class 12 contains 80983 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69589 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 101058 members 
Mstep: Class 19 contains 104647 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 22 contains 104723 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8584 members 
Mstep: Class 25 contains 12508 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778848.000000 Penalty: 85112.554688
Iteration 499Q: 26 clusters Score -1.377788e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 9879 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 54193 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 100121 members 
Mstep: Class 9 contains 48866 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 37857 members 
Mstep: Class 12 contains 80981 members 
Mstep: Class 13 contains 40516 members 
Mstep: Class 14 contains 69590 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 101056 members 
Mstep: Class 19 contains 104647 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 22 contains 104729 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 8586 members 
Mstep: Class 25 contains 12507 members 
Mstep: Class 26 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137778960.000000 Penalty: 85112.554688
Iteration 500F: 26 clusters Score -1.37779e+08 nChanged 106
Maximum iterations exceeded
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419340160.000000 Penalty: 91923.953125
23->26 Clusters: Score -419340160.000000, best is -419476160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 40050 members 
Mstep: Class 3 contains 39849 members 
Mstep: Class 4 contains 40306 members 
Mstep: Class 5 contains 39724 members 
Mstep: Class 6 contains 39864 members 
Mstep: Class 7 contains 39780 members 
Mstep: Class 8 contains 39869 members 
Mstep: Class 9 contains 39653 members 
Mstep: Class 10 contains 39631 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 39566 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 39901 members 
Mstep: Class 15 contains 39987 members 
Mstep: Class 16 contains 39402 members 
Mstep: Class 17 contains 39943 members 
Mstep: Class 18 contains 39780 members 
Mstep: Class 19 contains 40131 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 39826 members 
Mstep: Class 22 contains 39920 members 
Mstep: Class 23 contains 39698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 317.533936 but Gain 3404.507812
Score: -133002992.000000 Penalty: 74899.046875
Iteration 0F: 23 clusters Score -1.33003e+08 nChanged 874940
Entering Unmasked Mstep 
Mstep: Class 0 contains 2446 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 72071 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 28940 members 
Mstep: Class 5 contains 31245 members 
Mstep: Class 6 contains 7082 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 12215 members 
Mstep: Class 9 contains 54901 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 15435 members 
Mstep: Class 14 contains 380370 members 
Mstep: Class 15 contains 11870 members 
Mstep: Class 17 contains 17760 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 49884 members 
Mstep: Class 22 contains 32972 members 
Mstep: Class 23 contains 84603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772992.000000 Penalty: 74899.046875
Iteration 1F: 23 clusters Score -1.35773e+08 nChanged 350409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2308 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 95312 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 4 contains 37407 members 
Mstep: Class 5 contains 30948 members 
Mstep: Class 6 contains 11626 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 5885 members 
Mstep: Class 9 contains 43941 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 319654 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 67538 members 
Mstep: Class 22 contains 29985 members 
Mstep: Class 23 contains 154250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3023.087402 but Gain 3404.500000
Score: -136462016.000000 Penalty: 71494.546875
Iteration 2F: 22 clusters Score -1.36462e+08 nChanged 268967
Entering Unmasked Mstep 
Mstep: Class 0 contains 2032 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 142462 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 53916 members 
Mstep: Class 5 contains 30005 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 9 contains 40091 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 14867 members 
Mstep: Class 14 contains 217084 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 3842 members 
Mstep: Class 21 contains 89193 members 
Mstep: Class 22 contains 29277 members 
Mstep: Class 23 contains 194934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136875712.000000 Penalty: 71494.546875
Iteration 3F: 22 clusters Score -1.368757e+08 nChanged 203650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1701 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 194615 members 
Mstep: Class 3 contains 5694 members 
Mstep: Class 4 contains 67390 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 11037 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 9 contains 33551 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 8396 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 208737 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 17 contains 24724 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 8931 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 101535 members 
Mstep: Class 22 contains 28313 members 
Mstep: Class 23 contains 147086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2908.861084 but Gain 3404.500000
Score: -137124880.000000 Penalty: 68090.046875
Iteration 4F: 21 clusters Score -1.371249e+08 nChanged 161084
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 249176 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 75221 members 
Mstep: Class 5 contains 26626 members 
Mstep: Class 6 contains 9281 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 9 contains 28316 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 12723 members 
Mstep: Class 14 contains 168574 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 17 contains 23167 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 117836 members 
Mstep: Class 22 contains 28381 members 
Mstep: Class 23 contains 126108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2622.672607 but Gain 3404.503906
Score: -137212544.000000 Penalty: 64685.542969
Iteration 5F: 20 clusters Score -1.372125e+08 nChanged 143639
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 253915 members 
Mstep: Class 4 contains 77116 members 
Mstep: Class 5 contains 27545 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 9 contains 29747 members 
Mstep: Class 11 contains 8847 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 12416 members 
Mstep: Class 14 contains 143196 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 17 contains 20954 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 141351 members 
Mstep: Class 22 contains 28376 members 
Mstep: Class 23 contains 125078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137290448.000000 Penalty: 64685.542969
Iteration 6F: 20 clusters Score -1.372904e+08 nChanged 90740
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 250921 members 
Mstep: Class 4 contains 77617 members 
Mstep: Class 5 contains 30019 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 11 contains 8708 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 133921 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 17 contains 19708 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 147459 members 
Mstep: Class 22 contains 29647 members 
Mstep: Class 23 contains 126105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137345984.000000 Penalty: 64685.542969
Iteration 7F: 20 clusters Score -1.37346e+08 nChanged 66250
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 248017 members 
Mstep: Class 4 contains 77832 members 
Mstep: Class 5 contains 32510 members 
Mstep: Class 6 contains 9435 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 9 contains 35853 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 132437 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 17 contains 19025 members 
Mstep: Class 18 contains 859 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 146410 members 
Mstep: Class 22 contains 31242 members 
Mstep: Class 23 contains 125629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137384560.000000 Penalty: 64685.542969
Iteration 8F: 20 clusters Score -1.373846e+08 nChanged 54950
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 244297 members 
Mstep: Class 4 contains 77398 members 
Mstep: Class 5 contains 34663 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 5145 members 
Mstep: Class 9 contains 39084 members 
Mstep: Class 11 contains 8185 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 12643 members 
Mstep: Class 14 contains 132087 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 17 contains 18660 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 14652 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 144648 members 
Mstep: Class 22 contains 33358 members 
Mstep: Class 23 contains 125424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3358.488281 but Gain 3404.500000
Score: -137416496.000000 Penalty: 61281.042969
Iteration 9F: 19 clusters Score -1.374165e+08 nChanged 49196
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 240763 members 
Mstep: Class 4 contains 76970 members 
Mstep: Class 5 contains 36444 members 
Mstep: Class 6 contains 9160 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 9 contains 42022 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 13069 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 17 contains 18571 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 16318 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 142313 members 
Mstep: Class 22 contains 36225 members 
Mstep: Class 23 contains 126129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137446016.000000 Penalty: 61281.042969
Iteration 10F: 19 clusters Score -1.37446e+08 nChanged 41483
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 237887 members 
Mstep: Class 4 contains 75699 members 
Mstep: Class 5 contains 37624 members 
Mstep: Class 6 contains 8884 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 9 contains 44342 members 
Mstep: Class 11 contains 8342 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 130297 members 
Mstep: Class 17 contains 18315 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 17287 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 139017 members 
Mstep: Class 22 contains 39955 members 
Mstep: Class 23 contains 127086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137468448.000000 Penalty: 61281.042969
Iteration 11Q: 19 clusters Score -1.374684e+08 nChanged 36330
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 235431 members 
Mstep: Class 4 contains 74348 members 
Mstep: Class 5 contains 38410 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 9 contains 46131 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 13574 members 
Mstep: Class 14 contains 128698 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 135631 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 127984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137488848.000000 Penalty: 61281.042969
Iteration 12Q: 19 clusters Score -1.374888e+08 nChanged 32472
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 233015 members 
Mstep: Class 4 contains 73149 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 9 contains 47663 members 
Mstep: Class 11 contains 8414 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 13820 members 
Mstep: Class 14 contains 126915 members 
Mstep: Class 17 contains 17871 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 18957 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 132127 members 
Mstep: Class 22 contains 50662 members 
Mstep: Class 23 contains 128434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137508304.000000 Penalty: 61281.042969
Iteration 13Q: 19 clusters Score -1.375083e+08 nChanged 29718
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 230506 members 
Mstep: Class 4 contains 72042 members 
Mstep: Class 5 contains 39212 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 9 contains 48976 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 14077 members 
Mstep: Class 14 contains 124864 members 
Mstep: Class 17 contains 17700 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 19670 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 129074 members 
Mstep: Class 22 contains 57315 members 
Mstep: Class 23 contains 128499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137526496.000000 Penalty: 61281.042969
Iteration 14Q: 19 clusters Score -1.375265e+08 nChanged 27332
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 228036 members 
Mstep: Class 4 contains 70940 members 
Mstep: Class 5 contains 39323 members 
Mstep: Class 6 contains 8385 members 
Mstep: Class 7 contains 5231 members 
Mstep: Class 9 contains 50079 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 122913 members 
Mstep: Class 17 contains 17519 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 126285 members 
Mstep: Class 22 contains 64293 members 
Mstep: Class 23 contains 128241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137543552.000000 Penalty: 61281.042969
Iteration 15Q: 19 clusters Score -1.375436e+08 nChanged 25027
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 225680 members 
Mstep: Class 4 contains 69905 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 9 contains 50956 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 121154 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 20923 members 
Mstep: Class 20 contains 3728 members 
Mstep: Class 21 contains 123734 members 
Mstep: Class 22 contains 71518 members 
Mstep: Class 23 contains 127626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137560128.000000 Penalty: 61281.042969
Iteration 16Q: 19 clusters Score -1.375601e+08 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 223123 members 
Mstep: Class 4 contains 68801 members 
Mstep: Class 5 contains 38965 members 
Mstep: Class 6 contains 8207 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 9 contains 51615 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 119493 members 
Mstep: Class 17 contains 17220 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 21393 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 121746 members 
Mstep: Class 22 contains 78940 members 
Mstep: Class 23 contains 126795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137574832.000000 Penalty: 61281.042969
Iteration 17Q: 19 clusters Score -1.375748e+08 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 220672 members 
Mstep: Class 4 contains 67704 members 
Mstep: Class 5 contains 38605 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 9 contains 52068 members 
Mstep: Class 11 contains 7521 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 15180 members 
Mstep: Class 14 contains 117790 members 
Mstep: Class 17 contains 17110 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 21883 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 120159 members 
Mstep: Class 22 contains 86275 members 
Mstep: Class 23 contains 125869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137588368.000000 Penalty: 61281.042969
Iteration 18Q: 19 clusters Score -1.375884e+08 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 218130 members 
Mstep: Class 4 contains 66604 members 
Mstep: Class 5 contains 38164 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 9 contains 52331 members 
Mstep: Class 11 contains 7385 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 15453 members 
Mstep: Class 14 contains 116136 members 
Mstep: Class 17 contains 17011 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 22305 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 118901 members 
Mstep: Class 22 contains 93955 members 
Mstep: Class 23 contains 124585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137601776.000000 Penalty: 61281.042969
Iteration 19Q: 19 clusters Score -1.376018e+08 nChanged 21899
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 215418 members 
Mstep: Class 4 contains 65302 members 
Mstep: Class 5 contains 37513 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 9 contains 52407 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 114020 members 
Mstep: Class 17 contains 16908 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 22677 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 117464 members 
Mstep: Class 22 contains 103460 members 
Mstep: Class 23 contains 122909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137613328.000000 Penalty: 61281.042969
Iteration 20F: 19 clusters Score -1.376133e+08 nChanged 25740
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 213272 members 
Mstep: Class 4 contains 64010 members 
Mstep: Class 5 contains 36461 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 6072 members 
Mstep: Class 9 contains 52254 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 15934 members 
Mstep: Class 14 contains 110670 members 
Mstep: Class 17 contains 16759 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 23012 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 115330 members 
Mstep: Class 22 contains 114962 members 
Mstep: Class 23 contains 121315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137616064.000000 Penalty: 61281.042969
Iteration 21Q: 19 clusters Score -1.376161e+08 nChanged 30685
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 211866 members 
Mstep: Class 4 contains 62894 members 
Mstep: Class 5 contains 35334 members 
Mstep: Class 6 contains 8012 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 9 contains 52039 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 16146 members 
Mstep: Class 14 contains 107334 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 18 contains 958 members 
Mstep: Class 19 contains 23273 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 112146 members 
Mstep: Class 22 contains 126560 members 
Mstep: Class 23 contains 119885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611456.000000 Penalty: 61281.042969
Iteration 22Q: 19 clusters Score -1.376115e+08 nChanged 30042
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 210997 members 
Mstep: Class 4 contains 61958 members 
Mstep: Class 5 contains 34576 members 
Mstep: Class 6 contains 7998 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 9 contains 51898 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 16319 members 
Mstep: Class 14 contains 106915 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 23572 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 112192 members 
Mstep: Class 22 contains 129459 members 
Mstep: Class 23 contains 119765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137611328.000000 Penalty: 61281.042969
Iteration 23Q: 19 clusters Score -1.376113e+08 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 209907 members 
Mstep: Class 4 contains 61150 members 
Mstep: Class 5 contains 34209 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 9 contains 51922 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 16480 members 
Mstep: Class 14 contains 109300 members 
Mstep: Class 17 contains 16601 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 23939 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 114378 members 
Mstep: Class 22 contains 125971 members 
Mstep: Class 23 contains 120546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137613936.000000 Penalty: 61281.042969
Iteration 24Q: 19 clusters Score -1.376139e+08 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 208792 members 
Mstep: Class 4 contains 60504 members 
Mstep: Class 5 contains 33940 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 9 contains 52084 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 14 contains 112698 members 
Mstep: Class 17 contains 16628 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24171 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 116018 members 
Mstep: Class 22 contains 121844 members 
Mstep: Class 23 contains 121258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137616192.000000 Penalty: 61281.042969
Iteration 25Q: 19 clusters Score -1.376162e+08 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 207712 members 
Mstep: Class 4 contains 59954 members 
Mstep: Class 5 contains 33740 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 9 contains 52365 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 16708 members 
Mstep: Class 14 contains 115785 members 
Mstep: Class 17 contains 16616 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24337 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 117092 members 
Mstep: Class 22 contains 118476 members 
Mstep: Class 23 contains 121854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137618736.000000 Penalty: 61281.042969
Iteration 26Q: 19 clusters Score -1.376187e+08 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 206632 members 
Mstep: Class 4 contains 59409 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 7911 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 9 contains 52700 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 16816 members 
Mstep: Class 14 contains 117989 members 
Mstep: Class 17 contains 16657 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 3972 members 
Mstep: Class 21 contains 117845 members 
Mstep: Class 22 contains 116306 members 
Mstep: Class 23 contains 122340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620032.000000 Penalty: 61281.042969
Iteration 27Q: 19 clusters Score -1.3762e+08 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 205591 members 
Mstep: Class 4 contains 58882 members 
Mstep: Class 5 contains 33252 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 6547 members 
Mstep: Class 9 contains 53105 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 16924 members 
Mstep: Class 14 contains 119382 members 
Mstep: Class 17 contains 16729 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24636 members 
Mstep: Class 20 contains 3962 members 
Mstep: Class 21 contains 118411 members 
Mstep: Class 22 contains 115151 members 
Mstep: Class 23 contains 122690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620528.000000 Penalty: 61281.042969
Iteration 28Q: 19 clusters Score -1.376205e+08 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 204614 members 
Mstep: Class 4 contains 58322 members 
Mstep: Class 5 contains 33061 members 
Mstep: Class 6 contains 7839 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 9 contains 53446 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17036 members 
Mstep: Class 14 contains 120106 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24757 members 
Mstep: Class 20 contains 3965 members 
Mstep: Class 21 contains 118998 members 
Mstep: Class 22 contains 114568 members 
Mstep: Class 23 contains 122999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620576.000000 Penalty: 61281.042969
Iteration 29Q: 19 clusters Score -1.376206e+08 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 203624 members 
Mstep: Class 4 contains 57786 members 
Mstep: Class 5 contains 32930 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 9 contains 53772 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 120271 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 119473 members 
Mstep: Class 22 contains 114520 members 
Mstep: Class 23 contains 123330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137621296.000000 Penalty: 61281.042969
Iteration 30Q: 19 clusters Score -1.376213e+08 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 202603 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 32830 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 9 contains 54089 members 
Mstep: Class 11 contains 6750 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17177 members 
Mstep: Class 14 contains 120411 members 
Mstep: Class 17 contains 17317 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 119774 members 
Mstep: Class 22 contains 114677 members 
Mstep: Class 23 contains 123593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620720.000000 Penalty: 61281.042969
Iteration 31Q: 19 clusters Score -1.376207e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 201577 members 
Mstep: Class 4 contains 56724 members 
Mstep: Class 5 contains 32759 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 9 contains 54402 members 
Mstep: Class 11 contains 6729 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 120490 members 
Mstep: Class 17 contains 17650 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 25154 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 120032 members 
Mstep: Class 22 contains 114995 members 
Mstep: Class 23 contains 123764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620976.000000 Penalty: 61281.042969
Iteration 32Q: 19 clusters Score -1.37621e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 200593 members 
Mstep: Class 4 contains 56104 members 
Mstep: Class 5 contains 32711 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 9 contains 54677 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 120573 members 
Mstep: Class 17 contains 18071 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 25314 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 120205 members 
Mstep: Class 22 contains 115311 members 
Mstep: Class 23 contains 123907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137621376.000000 Penalty: 61281.042969
Iteration 33Q: 19 clusters Score -1.376214e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 199588 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 32674 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 9 contains 55011 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 120675 members 
Mstep: Class 17 contains 18505 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 25463 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 120339 members 
Mstep: Class 22 contains 115632 members 
Mstep: Class 23 contains 124040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137621088.000000 Penalty: 61281.042969
Iteration 34Q: 19 clusters Score -1.376211e+08 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 198488 members 
Mstep: Class 4 contains 54803 members 
Mstep: Class 5 contains 32619 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 9 contains 55337 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17329 members 
Mstep: Class 14 contains 120880 members 
Mstep: Class 17 contains 18969 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 120366 members 
Mstep: Class 22 contains 116006 members 
Mstep: Class 23 contains 124189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137621552.000000 Penalty: 61281.042969
Iteration 35Q: 19 clusters Score -1.376216e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 197324 members 
Mstep: Class 4 contains 54149 members 
Mstep: Class 5 contains 32592 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 6895 members 
Mstep: Class 9 contains 55650 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17326 members 
Mstep: Class 14 contains 121113 members 
Mstep: Class 17 contains 19468 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 25811 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 120375 members 
Mstep: Class 22 contains 116338 members 
Mstep: Class 23 contains 124313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137622064.000000 Penalty: 61281.042969
Iteration 36Q: 19 clusters Score -1.376221e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 196174 members 
Mstep: Class 4 contains 53530 members 
Mstep: Class 5 contains 32588 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 9 contains 55953 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 121428 members 
Mstep: Class 17 contains 19910 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 26012 members 
Mstep: Class 20 contains 3885 members 
Mstep: Class 21 contains 120385 members 
Mstep: Class 22 contains 116538 members 
Mstep: Class 23 contains 124403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137622672.000000 Penalty: 61281.042969
Iteration 37Q: 19 clusters Score -1.376227e+08 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 194988 members 
Mstep: Class 4 contains 52897 members 
Mstep: Class 5 contains 32591 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 6940 members 
Mstep: Class 9 contains 56185 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 121742 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 26245 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 120393 members 
Mstep: Class 22 contains 116764 members 
Mstep: Class 23 contains 124538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137623296.000000 Penalty: 61281.042969
Iteration 38Q: 19 clusters Score -1.376233e+08 nChanged 7434
Entering ConstructFrom: 
Score: -137623296.000000 Penalty: 61281.042969
Entering ConstructFrom: 
Trying to split cluster 1 (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: -645262.187500 Penalty: 2068.374023
	Iteration 0F: 2 clusters Score -645262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -641252.062500 Penalty: 4136.748047
	Iteration 0F: 3 clusters Score -641252.1 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -642120.937500 Penalty: 4136.748047
	Iteration 1F: 3 clusters Score -642120.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -642354.937500 Penalty: 4136.748047
	Iteration 2F: 3 clusters Score -642354.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -642525.437500 Penalty: 4136.748047
	Iteration 3F: 3 clusters Score -642525.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -642674.062500 Penalty: 4136.748047
	Iteration 4Q: 3 clusters Score -642674.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -642817.375000 Penalty: 4136.748047
	Iteration 5Q: 3 clusters Score -642817.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -642957.625000 Penalty: 4136.748047
	Iteration 6Q: 3 clusters Score -642957.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -643075.500000 Penalty: 4136.748047
	Iteration 7Q: 3 clusters Score -643075.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -643169.062500 Penalty: 4136.748047
	Iteration 8Q: 3 clusters Score -643169.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -643239.062500 Penalty: 4136.748047
	Iteration 9Q: 3 clusters Score -643239.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -643300.875000 Penalty: 4136.748047
	Iteration 10Q: 3 clusters Score -643300.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -643363.062500 Penalty: 4136.748047
	Iteration 11Q: 3 clusters Score -643363.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -643412.187500 Penalty: 4136.748047
	Iteration 12Q: 3 clusters Score -643412.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -643451.312500 Penalty: 4136.748047
	Iteration 13Q: 3 clusters Score -643451.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -643476.500000 Penalty: 4136.748047
	Iteration 14Q: 3 clusters Score -643476.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -643511.187500 Penalty: 4136.748047
	Iteration 15Q: 3 clusters Score -643511.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -643536.375000 Penalty: 4136.748047
	Iteration 16Q: 3 clusters Score -643536.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -643561.312500 Penalty: 4136.748047
	Iteration 17Q: 3 clusters Score -643561.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -643575.937500 Penalty: 4136.748047
	Iteration 18Q: 3 clusters Score -643575.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -643591.437500 Penalty: 4136.748047
	Iteration 19Q: 3 clusters Score -643591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -643599.562500 Penalty: 4136.748047
	Iteration 20F: 3 clusters Score -643599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -643608.062500 Penalty: 4136.748047
	Iteration 21Q: 3 clusters Score -643608.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -643618.125000 Penalty: 4136.748047
	Iteration 22Q: 3 clusters Score -643618.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -643627.000000 Penalty: 4136.748047
	Iteration 23Q: 3 clusters Score -643627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -643632.125000 Penalty: 4136.748047
	Iteration 24Q: 3 clusters Score -643632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -643636.312500 Penalty: 4136.748047
	Iteration 25Q: 3 clusters Score -643636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -643639.125000 Penalty: 4136.748047
	Iteration 26Q: 3 clusters Score -643639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -643642.250000 Penalty: 4136.748047
	Iteration 27Q: 3 clusters Score -643642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -643644.812500 Penalty: 4136.748047
	Iteration 28Q: 3 clusters Score -643644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -643646.437500 Penalty: 4136.748047
	Iteration 29Q: 3 clusters Score -643646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -643646.062500 Penalty: 4136.748047
	Iteration 30Q: 3 clusters Score -643646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -643647.437500 Penalty: 4136.748047
	Iteration 31Q: 3 clusters Score -643647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -643647.437500 Penalty: 4136.748047
	Iteration 32F: 3 clusters Score -643647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (193763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193763 members 
Entering Unmasked Estep 
Score: -29712052.000000 Penalty: 3019.249023
	Iteration 0F: 2 clusters Score -2.971205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -29636388.000000 Penalty: 6038.498047
	Iteration 0F: 3 clusters Score -2.963639e+07 nChanged 93082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -29691652.000000 Penalty: 6038.498047
	Iteration 1F: 3 clusters Score -2.969165e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -29693280.000000 Penalty: 6038.498047
	Iteration 2Q: 3 clusters Score -2.969328e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -29695572.000000 Penalty: 6038.498047
	Iteration 3Q: 3 clusters Score -2.969557e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -29698862.000000 Penalty: 6038.498047
	Iteration 4Q: 3 clusters Score -2.969886e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -29703158.000000 Penalty: 6038.498047
	Iteration 5F: 3 clusters Score -2.970316e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -29708808.000000 Penalty: 6038.498047
	Iteration 6F: 3 clusters Score -2.970881e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -29715850.000000 Penalty: 6038.498047
	Iteration 7F: 3 clusters Score -2.971585e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -29723210.000000 Penalty: 6038.498047
	Iteration 8F: 3 clusters Score -2.972321e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -29728722.000000 Penalty: 6038.498047
	Iteration 9F: 3 clusters Score -2.972872e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -29731450.000000 Penalty: 6038.498047
	Iteration 10Q: 3 clusters Score -2.973145e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -29732648.000000 Penalty: 6038.498047
	Iteration 11Q: 3 clusters Score -2.973265e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -29733406.000000 Penalty: 6038.498047
	Iteration 12Q: 3 clusters Score -2.973341e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -29733876.000000 Penalty: 6038.498047
	Iteration 13Q: 3 clusters Score -2.973388e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -29734512.000000 Penalty: 6038.498047
	Iteration 14Q: 3 clusters Score -2.973451e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -29734708.000000 Penalty: 6038.498047
	Iteration 15Q: 3 clusters Score -2.973471e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -29735044.000000 Penalty: 6038.498047
	Iteration 16Q: 3 clusters Score -2.973504e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -29735028.000000 Penalty: 6038.498047
	Iteration 17Q: 3 clusters Score -2.973503e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -29734806.000000 Penalty: 6038.498047
	Iteration 18Q: 3 clusters Score -2.973481e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -29734058.000000 Penalty: 6038.498047
	Iteration 19Q: 3 clusters Score -2.973406e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -29732518.000000 Penalty: 6038.498047
	Iteration 20F: 3 clusters Score -2.973252e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -29731154.000000 Penalty: 6038.498047
	Iteration 21Q: 3 clusters Score -2.973115e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 124654 members 
Entering Unmasked Estep 
Score: -29730050.000000 Penalty: 6038.498047
	Iteration 22Q: 3 clusters Score -2.973005e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 125258 members 
Entering Unmasked Estep 
Score: -29729030.000000 Penalty: 6038.498047
	Iteration 23Q: 3 clusters Score -2.972903e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -29728264.000000 Penalty: 6038.498047
	Iteration 24Q: 3 clusters Score -2.972826e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -29728242.000000 Penalty: 6038.498047
	Iteration 25Q: 3 clusters Score -2.972824e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -29728416.000000 Penalty: 6038.498047
	Iteration 26Q: 3 clusters Score -2.972842e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -29728800.000000 Penalty: 6038.498047
	Iteration 27Q: 3 clusters Score -2.97288e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -29729588.000000 Penalty: 6038.498047
	Iteration 28Q: 3 clusters Score -2.972959e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -29730458.000000 Penalty: 6038.498047
	Iteration 29Q: 3 clusters Score -2.973046e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -29731664.000000 Penalty: 6038.498047
	Iteration 30Q: 3 clusters Score -2.973166e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -29732552.000000 Penalty: 6038.498047
	Iteration 31Q: 3 clusters Score -2.973255e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -29733144.000000 Penalty: 6038.498047
	Iteration 32Q: 3 clusters Score -2.973314e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -29733934.000000 Penalty: 6038.498047
	Iteration 33Q: 3 clusters Score -2.973393e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -29734224.000000 Penalty: 6038.498047
	Iteration 34Q: 3 clusters Score -2.973422e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -29734716.000000 Penalty: 6038.498047
	Iteration 35Q: 3 clusters Score -2.973472e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -29735022.000000 Penalty: 6038.498047
	Iteration 36Q: 3 clusters Score -2.973502e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -29735350.000000 Penalty: 6038.498047
	Iteration 37Q: 3 clusters Score -2.973535e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -29735682.000000 Penalty: 6038.498047
	Iteration 38Q: 3 clusters Score -2.973568e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -29735662.000000 Penalty: 6038.498047
	Iteration 39Q: 3 clusters Score -2.973566e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -29735684.000000 Penalty: 6038.498047
	Iteration 40F: 3 clusters Score -2.973568e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -29735838.000000 Penalty: 6038.498047
	Iteration 41Q: 3 clusters Score -2.973584e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -29735854.000000 Penalty: 6038.498047
	Iteration 42Q: 3 clusters Score -2.973585e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -29735804.000000 Penalty: 6038.498047
	Iteration 43Q: 3 clusters Score -2.97358e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -29735928.000000 Penalty: 6038.498047
	Iteration 44Q: 3 clusters Score -2.973593e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -29736044.000000 Penalty: 6038.498047
	Iteration 45Q: 3 clusters Score -2.973604e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -29736146.000000 Penalty: 6038.498047
	Iteration 46Q: 3 clusters Score -2.973615e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -29736290.000000 Penalty: 6038.498047
	Iteration 47Q: 3 clusters Score -2.973629e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -29736284.000000 Penalty: 6038.498047
	Iteration 48Q: 3 clusters Score -2.973628e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107303 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -29736232.000000 Penalty: 6038.498047
	Iteration 49Q: 3 clusters Score -2.973623e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -29736382.000000 Penalty: 6038.498047
	Iteration 50Q: 3 clusters Score -2.973638e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -29736582.000000 Penalty: 6038.498047
	Iteration 51Q: 3 clusters Score -2.973658e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -29736702.000000 Penalty: 6038.498047
	Iteration 52Q: 3 clusters Score -2.97367e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -29736826.000000 Penalty: 6038.498047
	Iteration 53Q: 3 clusters Score -2.973683e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -29737308.000000 Penalty: 6038.498047
	Iteration 54Q: 3 clusters Score -2.973731e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -29737706.000000 Penalty: 6038.498047
	Iteration 55Q: 3 clusters Score -2.973771e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -29738296.000000 Penalty: 6038.498047
	Iteration 56Q: 3 clusters Score -2.97383e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -29738660.000000 Penalty: 6038.498047
	Iteration 57Q: 3 clusters Score -2.973866e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -29739280.000000 Penalty: 6038.498047
	Iteration 58Q: 3 clusters Score -2.973928e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -29740092.000000 Penalty: 6038.498047
	Iteration 59Q: 3 clusters Score -2.974009e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -29740708.000000 Penalty: 6038.498047
	Iteration 60F: 3 clusters Score -2.974071e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -29741498.000000 Penalty: 6038.498047
	Iteration 61Q: 3 clusters Score -2.97415e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -29741958.000000 Penalty: 6038.498047
	Iteration 62Q: 3 clusters Score -2.974196e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -29742322.000000 Penalty: 6038.498047
	Iteration 63Q: 3 clusters Score -2.974232e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -29742132.000000 Penalty: 6038.498047
	Iteration 64Q: 3 clusters Score -2.974213e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -29741852.000000 Penalty: 6038.498047
	Iteration 65Q: 3 clusters Score -2.974185e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -29741244.000000 Penalty: 6038.498047
	Iteration 66Q: 3 clusters Score -2.974124e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -29740156.000000 Penalty: 6038.498047
	Iteration 67Q: 3 clusters Score -2.974016e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -29738696.000000 Penalty: 6038.498047
	Iteration 68Q: 3 clusters Score -2.97387e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -29736760.000000 Penalty: 6038.498047
	Iteration 69Q: 3 clusters Score -2.973676e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -29734974.000000 Penalty: 6038.498047
	Iteration 70Q: 3 clusters Score -2.973497e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -29733228.000000 Penalty: 6038.498047
	Iteration 71Q: 3 clusters Score -2.973323e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 127023 members 
Entering Unmasked Estep 
Score: -29731660.000000 Penalty: 6038.498047
	Iteration 72Q: 3 clusters Score -2.973166e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -29730312.000000 Penalty: 6038.498047
	Iteration 73Q: 3 clusters Score -2.973031e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -29729364.000000 Penalty: 6038.498047
	Iteration 74Q: 3 clusters Score -2.972936e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 128837 members 
Entering Unmasked Estep 
Score: -29728674.000000 Penalty: 6038.498047
	Iteration 75Q: 3 clusters Score -2.972867e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 128678 members 
Entering Unmasked Estep 
Score: -29728256.000000 Penalty: 6038.498047
	Iteration 76Q: 3 clusters Score -2.972826e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -29728106.000000 Penalty: 6038.498047
	Iteration 77Q: 3 clusters Score -2.972811e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -29728108.000000 Penalty: 6038.498047
	Iteration 78Q: 3 clusters Score -2.972811e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -29728198.000000 Penalty: 6038.498047
	Iteration 79Q: 3 clusters Score -2.97282e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -29728794.000000 Penalty: 6038.498047
	Iteration 80F: 3 clusters Score -2.972879e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -29728554.000000 Penalty: 6038.498047
	Iteration 81Q: 3 clusters Score -2.972855e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -29728512.000000 Penalty: 6038.498047
	Iteration 82Q: 3 clusters Score -2.972851e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -29728766.000000 Penalty: 6038.498047
	Iteration 83Q: 3 clusters Score -2.972877e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -29729108.000000 Penalty: 6038.498047
	Iteration 84Q: 3 clusters Score -2.972911e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -29729802.000000 Penalty: 6038.498047
	Iteration 85Q: 3 clusters Score -2.97298e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -29730506.000000 Penalty: 6038.498047
	Iteration 86Q: 3 clusters Score -2.973051e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -29731316.000000 Penalty: 6038.498047
	Iteration 87Q: 3 clusters Score -2.973132e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 111359 members 
Entering Unmasked Estep 
Score: -29732092.000000 Penalty: 6038.498047
	Iteration 88Q: 3 clusters Score -2.973209e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 109075 members 
Entering Unmasked Estep 
Score: -29732832.000000 Penalty: 6038.498047
	Iteration 89Q: 3 clusters Score -2.973283e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -29733660.000000 Penalty: 6038.498047
	Iteration 90Q: 3 clusters Score -2.973366e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -29733958.000000 Penalty: 6038.498047
	Iteration 91Q: 3 clusters Score -2.973396e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -29734472.000000 Penalty: 6038.498047
	Iteration 92Q: 3 clusters Score -2.973447e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -29734778.000000 Penalty: 6038.498047
	Iteration 93Q: 3 clusters Score -2.973478e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -29735082.000000 Penalty: 6038.498047
	Iteration 94Q: 3 clusters Score -2.973508e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -29735428.000000 Penalty: 6038.498047
	Iteration 95Q: 3 clusters Score -2.973543e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -29735730.000000 Penalty: 6038.498047
	Iteration 96Q: 3 clusters Score -2.973573e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -29735898.000000 Penalty: 6038.498047
	Iteration 97Q: 3 clusters Score -2.97359e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -29736012.000000 Penalty: 6038.498047
	Iteration 98Q: 3 clusters Score -2.973601e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -29736170.000000 Penalty: 6038.498047
	Iteration 99Q: 3 clusters Score -2.973617e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -29736348.000000 Penalty: 6038.498047
	Iteration 100F: 3 clusters Score -2.973635e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -29736442.000000 Penalty: 6038.498047
	Iteration 101Q: 3 clusters Score -2.973644e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -29736576.000000 Penalty: 6038.498047
	Iteration 102Q: 3 clusters Score -2.973658e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -29736874.000000 Penalty: 6038.498047
	Iteration 103Q: 3 clusters Score -2.973687e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -29737206.000000 Penalty: 6038.498047
	Iteration 104Q: 3 clusters Score -2.973721e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -29737454.000000 Penalty: 6038.498047
	Iteration 105Q: 3 clusters Score -2.973745e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -29737604.000000 Penalty: 6038.498047
	Iteration 106Q: 3 clusters Score -2.97376e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -29737904.000000 Penalty: 6038.498047
	Iteration 107Q: 3 clusters Score -2.97379e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -29738112.000000 Penalty: 6038.498047
	Iteration 108Q: 3 clusters Score -2.973811e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -29738444.000000 Penalty: 6038.498047
	Iteration 109Q: 3 clusters Score -2.973844e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -29738952.000000 Penalty: 6038.498047
	Iteration 110Q: 3 clusters Score -2.973895e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -29739220.000000 Penalty: 6038.498047
	Iteration 111Q: 3 clusters Score -2.973922e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -29739552.000000 Penalty: 6038.498047
	Iteration 112Q: 3 clusters Score -2.973955e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -29740102.000000 Penalty: 6038.498047
	Iteration 113Q: 3 clusters Score -2.97401e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -29740484.000000 Penalty: 6038.498047
	Iteration 114Q: 3 clusters Score -2.974048e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -29741072.000000 Penalty: 6038.498047
	Iteration 115Q: 3 clusters Score -2.974107e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -29741686.000000 Penalty: 6038.498047
	Iteration 116Q: 3 clusters Score -2.974169e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -29742260.000000 Penalty: 6038.498047
	Iteration 117Q: 3 clusters Score -2.974226e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -29742640.000000 Penalty: 6038.498047
	Iteration 118Q: 3 clusters Score -2.974264e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -29742914.000000 Penalty: 6038.498047
	Iteration 119Q: 3 clusters Score -2.974291e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -29742880.000000 Penalty: 6038.498047
	Iteration 120F: 3 clusters Score -2.974288e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -29742454.000000 Penalty: 6038.498047
	Iteration 121Q: 3 clusters Score -2.974245e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -29742036.000000 Penalty: 6038.498047
	Iteration 122Q: 3 clusters Score -2.974204e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -29741090.000000 Penalty: 6038.498047
	Iteration 123Q: 3 clusters Score -2.974109e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -29739620.000000 Penalty: 6038.498047
	Iteration 124Q: 3 clusters Score -2.973962e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 119044 members 
Entering Unmasked Estep 
Score: -29737796.000000 Penalty: 6038.498047
	Iteration 125Q: 3 clusters Score -2.97378e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -29735818.000000 Penalty: 6038.498047
	Iteration 126Q: 3 clusters Score -2.973582e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -29733932.000000 Penalty: 6038.498047
	Iteration 127Q: 3 clusters Score -2.973393e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -29732146.000000 Penalty: 6038.498047
	Iteration 128Q: 3 clusters Score -2.973215e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -29730618.000000 Penalty: 6038.498047
	Iteration 129Q: 3 clusters Score -2.973062e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -29729306.000000 Penalty: 6038.498047
	Iteration 130Q: 3 clusters Score -2.972931e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -29728226.000000 Penalty: 6038.498047
	Iteration 131Q: 3 clusters Score -2.972823e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 129973 members 
Entering Unmasked Estep 
Score: -29727638.000000 Penalty: 6038.498047
	Iteration 132Q: 3 clusters Score -2.972764e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 129683 members 
Entering Unmasked Estep 
Score: -29727108.000000 Penalty: 6038.498047
	Iteration 133Q: 3 clusters Score -2.972711e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 129124 members 
Entering Unmasked Estep 
Score: -29727078.000000 Penalty: 6038.498047
	Iteration 134Q: 3 clusters Score -2.972708e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 128325 members 
Entering Unmasked Estep 
Score: -29727030.000000 Penalty: 6038.498047
	Iteration 135Q: 3 clusters Score -2.972703e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -29727080.000000 Penalty: 6038.498047
	Iteration 136Q: 3 clusters Score -2.972708e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -29727482.000000 Penalty: 6038.498047
	Iteration 137Q: 3 clusters Score -2.972748e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -29727884.000000 Penalty: 6038.498047
	Iteration 138Q: 3 clusters Score -2.972788e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -29728342.000000 Penalty: 6038.498047
	Iteration 139Q: 3 clusters Score -2.972834e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -29729224.000000 Penalty: 6038.498047
	Iteration 140F: 3 clusters Score -2.972922e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -29729570.000000 Penalty: 6038.498047
	Iteration 141Q: 3 clusters Score -2.972957e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -29730254.000000 Penalty: 6038.498047
	Iteration 142Q: 3 clusters Score -2.973025e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -29730898.000000 Penalty: 6038.498047
	Iteration 143Q: 3 clusters Score -2.97309e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -29731522.000000 Penalty: 6038.498047
	Iteration 144Q: 3 clusters Score -2.973152e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 110276 members 
Entering Unmasked Estep 
Score: -29732336.000000 Penalty: 6038.498047
	Iteration 145Q: 3 clusters Score -2.973234e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -29733096.000000 Penalty: 6038.498047
	Iteration 146Q: 3 clusters Score -2.97331e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -29733728.000000 Penalty: 6038.498047
	Iteration 147Q: 3 clusters Score -2.973373e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -29734154.000000 Penalty: 6038.498047
	Iteration 148Q: 3 clusters Score -2.973415e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -29734506.000000 Penalty: 6038.498047
	Iteration 149Q: 3 clusters Score -2.973451e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -29734952.000000 Penalty: 6038.498047
	Iteration 150Q: 3 clusters Score -2.973495e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -29735204.000000 Penalty: 6038.498047
	Iteration 151Q: 3 clusters Score -2.97352e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -29735506.000000 Penalty: 6038.498047
	Iteration 152Q: 3 clusters Score -2.973551e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -29735758.000000 Penalty: 6038.498047
	Iteration 153Q: 3 clusters Score -2.973576e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -29735992.000000 Penalty: 6038.498047
	Iteration 154Q: 3 clusters Score -2.973599e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -29736130.000000 Penalty: 6038.498047
	Iteration 155Q: 3 clusters Score -2.973613e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -29736214.000000 Penalty: 6038.498047
	Iteration 156Q: 3 clusters Score -2.973621e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -29736444.000000 Penalty: 6038.498047
	Iteration 157Q: 3 clusters Score -2.973644e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -29736518.000000 Penalty: 6038.498047
	Iteration 158Q: 3 clusters Score -2.973652e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -29736776.000000 Penalty: 6038.498047
	Iteration 159Q: 3 clusters Score -2.973678e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -29737078.000000 Penalty: 6038.498047
	Iteration 160F: 3 clusters Score -2.973708e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -29737358.000000 Penalty: 6038.498047
	Iteration 161Q: 3 clusters Score -2.973736e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -29737608.000000 Penalty: 6038.498047
	Iteration 162Q: 3 clusters Score -2.973761e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -29737826.000000 Penalty: 6038.498047
	Iteration 163Q: 3 clusters Score -2.973783e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -29738158.000000 Penalty: 6038.498047
	Iteration 164Q: 3 clusters Score -2.973816e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -29738360.000000 Penalty: 6038.498047
	Iteration 165Q: 3 clusters Score -2.973836e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -29738890.000000 Penalty: 6038.498047
	Iteration 166Q: 3 clusters Score -2.973889e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -29739272.000000 Penalty: 6038.498047
	Iteration 167Q: 3 clusters Score -2.973927e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -29739472.000000 Penalty: 6038.498047
	Iteration 168Q: 3 clusters Score -2.973947e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -29739936.000000 Penalty: 6038.498047
	Iteration 169Q: 3 clusters Score -2.973994e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -29740404.000000 Penalty: 6038.498047
	Iteration 170Q: 3 clusters Score -2.97404e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -29741110.000000 Penalty: 6038.498047
	Iteration 171Q: 3 clusters Score -2.974111e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -29741692.000000 Penalty: 6038.498047
	Iteration 172Q: 3 clusters Score -2.974169e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -29742296.000000 Penalty: 6038.498047
	Iteration 173Q: 3 clusters Score -2.97423e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -29742648.000000 Penalty: 6038.498047
	Iteration 174Q: 3 clusters Score -2.974265e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 99258 members 
Entering Unmasked Estep 
Score: -29742944.000000 Penalty: 6038.498047
	Iteration 175Q: 3 clusters Score -2.974294e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -29742896.000000 Penalty: 6038.498047
	Iteration 176Q: 3 clusters Score -2.97429e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -29742498.000000 Penalty: 6038.498047
	Iteration 177Q: 3 clusters Score -2.97425e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -29742096.000000 Penalty: 6038.498047
	Iteration 178Q: 3 clusters Score -2.97421e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -29741242.000000 Penalty: 6038.498047
	Iteration 179Q: 3 clusters Score -2.974124e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -29739770.000000 Penalty: 6038.498047
	Iteration 180F: 3 clusters Score -2.973977e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -29738068.000000 Penalty: 6038.498047
	Iteration 181Q: 3 clusters Score -2.973807e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -29736098.000000 Penalty: 6038.498047
	Iteration 182Q: 3 clusters Score -2.97361e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -29734088.000000 Penalty: 6038.498047
	Iteration 183Q: 3 clusters Score -2.973409e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -29732330.000000 Penalty: 6038.498047
	Iteration 184Q: 3 clusters Score -2.973233e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -29730778.000000 Penalty: 6038.498047
	Iteration 185Q: 3 clusters Score -2.973078e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -29729274.000000 Penalty: 6038.498047
	Iteration 186Q: 3 clusters Score -2.972927e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -29728010.000000 Penalty: 6038.498047
	Iteration 187Q: 3 clusters Score -2.972801e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -29727290.000000 Penalty: 6038.498047
	Iteration 188Q: 3 clusters Score -2.972729e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -29726746.000000 Penalty: 6038.498047
	Iteration 189Q: 3 clusters Score -2.972675e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -29726474.000000 Penalty: 6038.498047
	Iteration 190Q: 3 clusters Score -2.972647e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 128645 members 
Entering Unmasked Estep 
Score: -29726498.000000 Penalty: 6038.498047
	Iteration 191Q: 3 clusters Score -2.97265e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -29726546.000000 Penalty: 6038.498047
	Iteration 192Q: 3 clusters Score -2.972655e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -29726808.000000 Penalty: 6038.498047
	Iteration 193Q: 3 clusters Score -2.972681e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 124488 members 
Entering Unmasked Estep 
Score: -29727072.000000 Penalty: 6038.498047
	Iteration 194Q: 3 clusters Score -2.972707e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -29727512.000000 Penalty: 6038.498047
	Iteration 195Q: 3 clusters Score -2.972751e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -29728348.000000 Penalty: 6038.498047
	Iteration 196Q: 3 clusters Score -2.972835e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -29729476.000000 Penalty: 6038.498047
	Iteration 197Q: 3 clusters Score -2.972948e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -29730368.000000 Penalty: 6038.498047
	Iteration 198Q: 3 clusters Score -2.973037e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 112102 members 
Entering Unmasked Estep 
Score: -29731382.000000 Penalty: 6038.498047
	Iteration 199Q: 3 clusters Score -2.973138e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -29732118.000000 Penalty: 6038.498047
	Iteration 200F: 3 clusters Score -2.973212e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -29733110.000000 Penalty: 6038.498047
	Iteration 201Q: 3 clusters Score -2.973311e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -29733690.000000 Penalty: 6038.498047
	Iteration 202Q: 3 clusters Score -2.973369e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -29734170.000000 Penalty: 6038.498047
	Iteration 203Q: 3 clusters Score -2.973417e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -29734614.000000 Penalty: 6038.498047
	Iteration 204Q: 3 clusters Score -2.973461e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -29734960.000000 Penalty: 6038.498047
	Iteration 205Q: 3 clusters Score -2.973496e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -29735248.000000 Penalty: 6038.498047
	Iteration 206Q: 3 clusters Score -2.973525e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -29735630.000000 Penalty: 6038.498047
	Iteration 207Q: 3 clusters Score -2.973563e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -29735840.000000 Penalty: 6038.498047
	Iteration 208Q: 3 clusters Score -2.973584e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -29735874.000000 Penalty: 6038.498047
	Iteration 209Q: 3 clusters Score -2.973587e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -29736062.000000 Penalty: 6038.498047
	Iteration 210Q: 3 clusters Score -2.973606e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -29736206.000000 Penalty: 6038.498047
	Iteration 211Q: 3 clusters Score -2.973621e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -29736346.000000 Penalty: 6038.498047
	Iteration 212Q: 3 clusters Score -2.973635e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -29736636.000000 Penalty: 6038.498047
	Iteration 213Q: 3 clusters Score -2.973664e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -29736886.000000 Penalty: 6038.498047
	Iteration 214Q: 3 clusters Score -2.973689e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -29737124.000000 Penalty: 6038.498047
	Iteration 215Q: 3 clusters Score -2.973712e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -29737332.000000 Penalty: 6038.498047
	Iteration 216Q: 3 clusters Score -2.973733e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -29737690.000000 Penalty: 6038.498047
	Iteration 217Q: 3 clusters Score -2.973769e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -29737934.000000 Penalty: 6038.498047
	Iteration 218Q: 3 clusters Score -2.973793e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -29738110.000000 Penalty: 6038.498047
	Iteration 219Q: 3 clusters Score -2.973811e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -29738584.000000 Penalty: 6038.498047
	Iteration 220F: 3 clusters Score -2.973858e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -29739056.000000 Penalty: 6038.498047
	Iteration 221Q: 3 clusters Score -2.973906e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -29739258.000000 Penalty: 6038.498047
	Iteration 222Q: 3 clusters Score -2.973926e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -29739642.000000 Penalty: 6038.498047
	Iteration 223Q: 3 clusters Score -2.973964e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -29740206.000000 Penalty: 6038.498047
	Iteration 224Q: 3 clusters Score -2.974021e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -29740632.000000 Penalty: 6038.498047
	Iteration 225Q: 3 clusters Score -2.974063e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -29741220.000000 Penalty: 6038.498047
	Iteration 226Q: 3 clusters Score -2.974122e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -29741790.000000 Penalty: 6038.498047
	Iteration 227Q: 3 clusters Score -2.974179e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -29742454.000000 Penalty: 6038.498047
	Iteration 228Q: 3 clusters Score -2.974245e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -29742818.000000 Penalty: 6038.498047
	Iteration 229Q: 3 clusters Score -2.974282e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -29743072.000000 Penalty: 6038.498047
	Iteration 230Q: 3 clusters Score -2.974307e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -29742938.000000 Penalty: 6038.498047
	Iteration 231Q: 3 clusters Score -2.974294e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -29742500.000000 Penalty: 6038.498047
	Iteration 232Q: 3 clusters Score -2.97425e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -29741852.000000 Penalty: 6038.498047
	Iteration 233Q: 3 clusters Score -2.974185e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -29740856.000000 Penalty: 6038.498047
	Iteration 234Q: 3 clusters Score -2.974086e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -29739230.000000 Penalty: 6038.498047
	Iteration 235Q: 3 clusters Score -2.973923e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
Score: -29737286.000000 Penalty: 6038.498047
	Iteration 236Q: 3 clusters Score -2.973729e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -29735164.000000 Penalty: 6038.498047
	Iteration 237Q: 3 clusters Score -2.973516e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -29733430.000000 Penalty: 6038.498047
	Iteration 238Q: 3 clusters Score -2.973343e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -29731626.000000 Penalty: 6038.498047
	Iteration 239Q: 3 clusters Score -2.973163e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -29730158.000000 Penalty: 6038.498047
	Iteration 240F: 3 clusters Score -2.973016e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -29728776.000000 Penalty: 6038.498047
	Iteration 241Q: 3 clusters Score -2.972878e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -29727620.000000 Penalty: 6038.498047
	Iteration 242Q: 3 clusters Score -2.972762e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -29726930.000000 Penalty: 6038.498047
	Iteration 243Q: 3 clusters Score -2.972693e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 130349 members 
Entering Unmasked Estep 
Score: -29726518.000000 Penalty: 6038.498047
	Iteration 244Q: 3 clusters Score -2.972652e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 129745 members 
Entering Unmasked Estep 
Score: -29726250.000000 Penalty: 6038.498047
	Iteration 245Q: 3 clusters Score -2.972625e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -29726304.000000 Penalty: 6038.498047
	Iteration 246Q: 3 clusters Score -2.97263e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -29726380.000000 Penalty: 6038.498047
	Iteration 247Q: 3 clusters Score -2.972638e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -29726760.000000 Penalty: 6038.498047
	Iteration 248Q: 3 clusters Score -2.972676e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -29727022.000000 Penalty: 6038.498047
	Iteration 249Q: 3 clusters Score -2.972702e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -29727418.000000 Penalty: 6038.498047
	Iteration 250Q: 3 clusters Score -2.972742e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -29728318.000000 Penalty: 6038.498047
	Iteration 251Q: 3 clusters Score -2.972832e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 117397 members 
Entering Unmasked Estep 
Score: -29729482.000000 Penalty: 6038.498047
	Iteration 252Q: 3 clusters Score -2.972948e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -29730394.000000 Penalty: 6038.498047
	Iteration 253Q: 3 clusters Score -2.973039e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -29731408.000000 Penalty: 6038.498047
	Iteration 254Q: 3 clusters Score -2.973141e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -29732182.000000 Penalty: 6038.498047
	Iteration 255Q: 3 clusters Score -2.973218e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -29733164.000000 Penalty: 6038.498047
	Iteration 256Q: 3 clusters Score -2.973316e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -29733760.000000 Penalty: 6038.498047
	Iteration 257Q: 3 clusters Score -2.973376e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -29734164.000000 Penalty: 6038.498047
	Iteration 258Q: 3 clusters Score -2.973416e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -29734636.000000 Penalty: 6038.498047
	Iteration 259Q: 3 clusters Score -2.973464e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -29735004.000000 Penalty: 6038.498047
	Iteration 260F: 3 clusters Score -2.9735e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -29735280.000000 Penalty: 6038.498047
	Iteration 261Q: 3 clusters Score -2.973528e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -29735656.000000 Penalty: 6038.498047
	Iteration 262Q: 3 clusters Score -2.973566e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -29735732.000000 Penalty: 6038.498047
	Iteration 263Q: 3 clusters Score -2.973573e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -29735932.000000 Penalty: 6038.498047
	Iteration 264Q: 3 clusters Score -2.973593e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -29736090.000000 Penalty: 6038.498047
	Iteration 265Q: 3 clusters Score -2.973609e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -29736220.000000 Penalty: 6038.498047
	Iteration 266Q: 3 clusters Score -2.973622e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -29736346.000000 Penalty: 6038.498047
	Iteration 267Q: 3 clusters Score -2.973635e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -29736622.000000 Penalty: 6038.498047
	Iteration 268Q: 3 clusters Score -2.973662e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -29736884.000000 Penalty: 6038.498047
	Iteration 269Q: 3 clusters Score -2.973688e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -29737126.000000 Penalty: 6038.498047
	Iteration 270Q: 3 clusters Score -2.973713e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -29737312.000000 Penalty: 6038.498047
	Iteration 271Q: 3 clusters Score -2.973731e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -29737672.000000 Penalty: 6038.498047
	Iteration 272Q: 3 clusters Score -2.973767e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -29737940.000000 Penalty: 6038.498047
	Iteration 273Q: 3 clusters Score -2.973794e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -29738114.000000 Penalty: 6038.498047
	Iteration 274Q: 3 clusters Score -2.973811e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -29738514.000000 Penalty: 6038.498047
	Iteration 275Q: 3 clusters Score -2.973851e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -29738988.000000 Penalty: 6038.498047
	Iteration 276Q: 3 clusters Score -2.973899e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -29739214.000000 Penalty: 6038.498047
	Iteration 277Q: 3 clusters Score -2.973921e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -29739612.000000 Penalty: 6038.498047
	Iteration 278Q: 3 clusters Score -2.973961e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -29740092.000000 Penalty: 6038.498047
	Iteration 279Q: 3 clusters Score -2.974009e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -29740600.000000 Penalty: 6038.498047
	Iteration 280F: 3 clusters Score -2.97406e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -29741188.000000 Penalty: 6038.498047
	Iteration 281Q: 3 clusters Score -2.974119e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -29741782.000000 Penalty: 6038.498047
	Iteration 282Q: 3 clusters Score -2.974178e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -29742434.000000 Penalty: 6038.498047
	Iteration 283Q: 3 clusters Score -2.974243e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -29742746.000000 Penalty: 6038.498047
	Iteration 284Q: 3 clusters Score -2.974275e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -29743034.000000 Penalty: 6038.498047
	Iteration 285Q: 3 clusters Score -2.974303e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -29742794.000000 Penalty: 6038.498047
	Iteration 286Q: 3 clusters Score -2.974279e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -29742386.000000 Penalty: 6038.498047
	Iteration 287Q: 3 clusters Score -2.974239e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -29741770.000000 Penalty: 6038.498047
	Iteration 288Q: 3 clusters Score -2.974177e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 112637 members 
Entering Unmasked Estep 
Score: -29740780.000000 Penalty: 6038.498047
	Iteration 289Q: 3 clusters Score -2.974078e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 116581 members 
Entering Unmasked Estep 
Score: -29739166.000000 Penalty: 6038.498047
	Iteration 290Q: 3 clusters Score -2.973917e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 120176 members 
Entering Unmasked Estep 
Score: -29737170.000000 Penalty: 6038.498047
	Iteration 291Q: 3 clusters Score -2.973717e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -29735160.000000 Penalty: 6038.498047
	Iteration 292Q: 3 clusters Score -2.973516e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -29733406.000000 Penalty: 6038.498047
	Iteration 293Q: 3 clusters Score -2.973341e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -29731696.000000 Penalty: 6038.498047
	Iteration 294Q: 3 clusters Score -2.97317e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -29730346.000000 Penalty: 6038.498047
	Iteration 295Q: 3 clusters Score -2.973035e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 129209 members 
Entering Unmasked Estep 
Score: -29729320.000000 Penalty: 6038.498047
	Iteration 296Q: 3 clusters Score -2.972932e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -29728590.000000 Penalty: 6038.498047
	Iteration 297Q: 3 clusters Score -2.972859e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -29728198.000000 Penalty: 6038.498047
	Iteration 298Q: 3 clusters Score -2.97282e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 129019 members 
Entering Unmasked Estep 
Score: -29727934.000000 Penalty: 6038.498047
	Iteration 299Q: 3 clusters Score -2.972793e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -29728422.000000 Penalty: 6038.498047
	Iteration 300F: 3 clusters Score -2.972842e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 128433 members 
Entering Unmasked Estep 
Score: -29727736.000000 Penalty: 6038.498047
	Iteration 301Q: 3 clusters Score -2.972774e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -29727448.000000 Penalty: 6038.498047
	Iteration 302Q: 3 clusters Score -2.972745e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -29727110.000000 Penalty: 6038.498047
	Iteration 303Q: 3 clusters Score -2.972711e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 126123 members 
Entering Unmasked Estep 
Score: -29727270.000000 Penalty: 6038.498047
	Iteration 304Q: 3 clusters Score -2.972727e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 124721 members 
Entering Unmasked Estep 
Score: -29727388.000000 Penalty: 6038.498047
	Iteration 305Q: 3 clusters Score -2.972739e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -29727812.000000 Penalty: 6038.498047
	Iteration 306Q: 3 clusters Score -2.972781e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -29728366.000000 Penalty: 6038.498047
	Iteration 307Q: 3 clusters Score -2.972837e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -29729198.000000 Penalty: 6038.498047
	Iteration 308Q: 3 clusters Score -2.97292e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -29729968.000000 Penalty: 6038.498047
	Iteration 309Q: 3 clusters Score -2.972997e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -29731052.000000 Penalty: 6038.498047
	Iteration 310Q: 3 clusters Score -2.973105e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -29731844.000000 Penalty: 6038.498047
	Iteration 311Q: 3 clusters Score -2.973184e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -29732788.000000 Penalty: 6038.498047
	Iteration 312Q: 3 clusters Score -2.973279e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -29733444.000000 Penalty: 6038.498047
	Iteration 313Q: 3 clusters Score -2.973344e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -29734012.000000 Penalty: 6038.498047
	Iteration 314Q: 3 clusters Score -2.973401e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -29734352.000000 Penalty: 6038.498047
	Iteration 315Q: 3 clusters Score -2.973435e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -29734816.000000 Penalty: 6038.498047
	Iteration 316Q: 3 clusters Score -2.973482e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -29735188.000000 Penalty: 6038.498047
	Iteration 317Q: 3 clusters Score -2.973519e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -29735398.000000 Penalty: 6038.498047
	Iteration 318Q: 3 clusters Score -2.97354e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -29735700.000000 Penalty: 6038.498047
	Iteration 319Q: 3 clusters Score -2.97357e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -29735858.000000 Penalty: 6038.498047
	Iteration 320F: 3 clusters Score -2.973586e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -29735950.000000 Penalty: 6038.498047
	Iteration 321Q: 3 clusters Score -2.973595e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -29736142.000000 Penalty: 6038.498047
	Iteration 322Q: 3 clusters Score -2.973614e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -29736354.000000 Penalty: 6038.498047
	Iteration 323Q: 3 clusters Score -2.973635e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -29736408.000000 Penalty: 6038.498047
	Iteration 324Q: 3 clusters Score -2.973641e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -29736686.000000 Penalty: 6038.498047
	Iteration 325Q: 3 clusters Score -2.973669e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -29736918.000000 Penalty: 6038.498047
	Iteration 326Q: 3 clusters Score -2.973692e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -29737290.000000 Penalty: 6038.498047
	Iteration 327Q: 3 clusters Score -2.973729e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -29737460.000000 Penalty: 6038.498047
	Iteration 328Q: 3 clusters Score -2.973746e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -29737730.000000 Penalty: 6038.498047
	Iteration 329Q: 3 clusters Score -2.973773e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -29737950.000000 Penalty: 6038.498047
	Iteration 330Q: 3 clusters Score -2.973795e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -29738246.000000 Penalty: 6038.498047
	Iteration 331Q: 3 clusters Score -2.973825e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -29738646.000000 Penalty: 6038.498047
	Iteration 332Q: 3 clusters Score -2.973865e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -29739136.000000 Penalty: 6038.498047
	Iteration 333Q: 3 clusters Score -2.973914e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -29739344.000000 Penalty: 6038.498047
	Iteration 334Q: 3 clusters Score -2.973934e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -29739726.000000 Penalty: 6038.498047
	Iteration 335Q: 3 clusters Score -2.973973e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -29740242.000000 Penalty: 6038.498047
	Iteration 336Q: 3 clusters Score -2.974024e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -29740606.000000 Penalty: 6038.498047
	Iteration 337Q: 3 clusters Score -2.974061e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -29741252.000000 Penalty: 6038.498047
	Iteration 338Q: 3 clusters Score -2.974125e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98961 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -29741816.000000 Penalty: 6038.498047
	Iteration 339Q: 3 clusters Score -2.974182e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -29742424.000000 Penalty: 6038.498047
	Iteration 340F: 3 clusters Score -2.974242e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -29742738.000000 Penalty: 6038.498047
	Iteration 341Q: 3 clusters Score -2.974274e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -29743000.000000 Penalty: 6038.498047
	Iteration 342Q: 3 clusters Score -2.9743e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -29742858.000000 Penalty: 6038.498047
	Iteration 343Q: 3 clusters Score -2.974286e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -29742424.000000 Penalty: 6038.498047
	Iteration 344Q: 3 clusters Score -2.974242e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -29741874.000000 Penalty: 6038.498047
	Iteration 345Q: 3 clusters Score -2.974187e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -29740868.000000 Penalty: 6038.498047
	Iteration 346Q: 3 clusters Score -2.974087e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -29739310.000000 Penalty: 6038.498047
	Iteration 347Q: 3 clusters Score -2.973931e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -29737362.000000 Penalty: 6038.498047
	Iteration 348Q: 3 clusters Score -2.973736e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -29735394.000000 Penalty: 6038.498047
	Iteration 349Q: 3 clusters Score -2.973539e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -29733606.000000 Penalty: 6038.498047
	Iteration 350Q: 3 clusters Score -2.973361e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -29731840.000000 Penalty: 6038.498047
	Iteration 351Q: 3 clusters Score -2.973184e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -29730490.000000 Penalty: 6038.498047
	Iteration 352Q: 3 clusters Score -2.973049e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 129130 members 
Entering Unmasked Estep 
Score: -29729392.000000 Penalty: 6038.498047
	Iteration 353Q: 3 clusters Score -2.972939e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -29728516.000000 Penalty: 6038.498047
	Iteration 354Q: 3 clusters Score -2.972852e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -29728090.000000 Penalty: 6038.498047
	Iteration 355Q: 3 clusters Score -2.972809e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -29727724.000000 Penalty: 6038.498047
	Iteration 356Q: 3 clusters Score -2.972772e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -29727648.000000 Penalty: 6038.498047
	Iteration 357Q: 3 clusters Score -2.972765e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 127899 members 
Entering Unmasked Estep 
Score: -29727710.000000 Penalty: 6038.498047
	Iteration 358Q: 3 clusters Score -2.972771e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -29727818.000000 Penalty: 6038.498047
	Iteration 359Q: 3 clusters Score -2.972782e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -29728548.000000 Penalty: 6038.498047
	Iteration 360F: 3 clusters Score -2.972855e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -29728302.000000 Penalty: 6038.498047
	Iteration 361Q: 3 clusters Score -2.97283e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -29728292.000000 Penalty: 6038.498047
	Iteration 362Q: 3 clusters Score -2.972829e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 123395 members 
Entering Unmasked Estep 
Score: -29728424.000000 Penalty: 6038.498047
	Iteration 363Q: 3 clusters Score -2.972842e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 121797 members 
Entering Unmasked Estep 
Score: -29728578.000000 Penalty: 6038.498047
	Iteration 364Q: 3 clusters Score -2.972858e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -29729142.000000 Penalty: 6038.498047
	Iteration 365Q: 3 clusters Score -2.972914e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -29729976.000000 Penalty: 6038.498047
	Iteration 366Q: 3 clusters Score -2.972998e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -29730536.000000 Penalty: 6038.498047
	Iteration 367Q: 3 clusters Score -2.973054e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -29731356.000000 Penalty: 6038.498047
	Iteration 368Q: 3 clusters Score -2.973136e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -29732166.000000 Penalty: 6038.498047
	Iteration 369Q: 3 clusters Score -2.973217e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -29733006.000000 Penalty: 6038.498047
	Iteration 370Q: 3 clusters Score -2.973301e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -29733636.000000 Penalty: 6038.498047
	Iteration 371Q: 3 clusters Score -2.973364e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -29734088.000000 Penalty: 6038.498047
	Iteration 372Q: 3 clusters Score -2.973409e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -29734510.000000 Penalty: 6038.498047
	Iteration 373Q: 3 clusters Score -2.973451e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -29734914.000000 Penalty: 6038.498047
	Iteration 374Q: 3 clusters Score -2.973491e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -29735154.000000 Penalty: 6038.498047
	Iteration 375Q: 3 clusters Score -2.973515e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -29735462.000000 Penalty: 6038.498047
	Iteration 376Q: 3 clusters Score -2.973546e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -29735690.000000 Penalty: 6038.498047
	Iteration 377Q: 3 clusters Score -2.973569e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -29735870.000000 Penalty: 6038.498047
	Iteration 378Q: 3 clusters Score -2.973587e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -29735994.000000 Penalty: 6038.498047
	Iteration 379Q: 3 clusters Score -2.973599e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -29736174.000000 Penalty: 6038.498047
	Iteration 380F: 3 clusters Score -2.973617e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -29736412.000000 Penalty: 6038.498047
	Iteration 381Q: 3 clusters Score -2.973641e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -29736476.000000 Penalty: 6038.498047
	Iteration 382Q: 3 clusters Score -2.973648e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -29736632.000000 Penalty: 6038.498047
	Iteration 383Q: 3 clusters Score -2.973663e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -29736950.000000 Penalty: 6038.498047
	Iteration 384Q: 3 clusters Score -2.973695e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -29737222.000000 Penalty: 6038.498047
	Iteration 385Q: 3 clusters Score -2.973722e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -29737534.000000 Penalty: 6038.498047
	Iteration 386Q: 3 clusters Score -2.973753e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -29737786.000000 Penalty: 6038.498047
	Iteration 387Q: 3 clusters Score -2.973779e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -29738002.000000 Penalty: 6038.498047
	Iteration 388Q: 3 clusters Score -2.9738e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -29738266.000000 Penalty: 6038.498047
	Iteration 389Q: 3 clusters Score -2.973827e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -29738714.000000 Penalty: 6038.498047
	Iteration 390Q: 3 clusters Score -2.973871e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -29739114.000000 Penalty: 6038.498047
	Iteration 391Q: 3 clusters Score -2.973911e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -29739380.000000 Penalty: 6038.498047
	Iteration 392Q: 3 clusters Score -2.973938e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -29739764.000000 Penalty: 6038.498047
	Iteration 393Q: 3 clusters Score -2.973976e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -29740278.000000 Penalty: 6038.498047
	Iteration 394Q: 3 clusters Score -2.974028e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -29740752.000000 Penalty: 6038.498047
	Iteration 395Q: 3 clusters Score -2.974075e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -29741422.000000 Penalty: 6038.498047
	Iteration 396Q: 3 clusters Score -2.974142e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -29741938.000000 Penalty: 6038.498047
	Iteration 397Q: 3 clusters Score -2.974194e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -29742454.000000 Penalty: 6038.498047
	Iteration 398Q: 3 clusters Score -2.974245e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -29742684.000000 Penalty: 6038.498047
	Iteration 399Q: 3 clusters Score -2.974268e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -29742944.000000 Penalty: 6038.498047
	Iteration 400F: 3 clusters Score -2.974294e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -29742814.000000 Penalty: 6038.498047
	Iteration 401Q: 3 clusters Score -2.974281e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -29742394.000000 Penalty: 6038.498047
	Iteration 402Q: 3 clusters Score -2.974239e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -29741734.000000 Penalty: 6038.498047
	Iteration 403Q: 3 clusters Score -2.974173e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -29740708.000000 Penalty: 6038.498047
	Iteration 404Q: 3 clusters Score -2.974071e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -29739092.000000 Penalty: 6038.498047
	Iteration 405Q: 3 clusters Score -2.973909e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -29737072.000000 Penalty: 6038.498047
	Iteration 406Q: 3 clusters Score -2.973707e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -29735126.000000 Penalty: 6038.498047
	Iteration 407Q: 3 clusters Score -2.973513e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -29733318.000000 Penalty: 6038.498047
	Iteration 408Q: 3 clusters Score -2.973332e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -29731600.000000 Penalty: 6038.498047
	Iteration 409Q: 3 clusters Score -2.97316e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -29730056.000000 Penalty: 6038.498047
	Iteration 410Q: 3 clusters Score -2.973006e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -29728870.000000 Penalty: 6038.498047
	Iteration 411Q: 3 clusters Score -2.972887e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -29728010.000000 Penalty: 6038.498047
	Iteration 412Q: 3 clusters Score -2.972801e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 129854 members 
Entering Unmasked Estep 
Score: -29727622.000000 Penalty: 6038.498047
	Iteration 413Q: 3 clusters Score -2.972762e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -29727188.000000 Penalty: 6038.498047
	Iteration 414Q: 3 clusters Score -2.972719e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -29727190.000000 Penalty: 6038.498047
	Iteration 415Q: 3 clusters Score -2.972719e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -29727298.000000 Penalty: 6038.498047
	Iteration 416Q: 3 clusters Score -2.97273e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -29727340.000000 Penalty: 6038.498047
	Iteration 417Q: 3 clusters Score -2.972734e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -29727726.000000 Penalty: 6038.498047
	Iteration 418Q: 3 clusters Score -2.972773e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -29728132.000000 Penalty: 6038.498047
	Iteration 419Q: 3 clusters Score -2.972813e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -29728986.000000 Penalty: 6038.498047
	Iteration 420F: 3 clusters Score -2.972899e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -29729128.000000 Penalty: 6038.498047
	Iteration 421Q: 3 clusters Score -2.972913e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -29729416.000000 Penalty: 6038.498047
	Iteration 422Q: 3 clusters Score -2.972942e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -29730232.000000 Penalty: 6038.498047
	Iteration 423Q: 3 clusters Score -2.973023e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -29730772.000000 Penalty: 6038.498047
	Iteration 424Q: 3 clusters Score -2.973077e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -29731426.000000 Penalty: 6038.498047
	Iteration 425Q: 3 clusters Score -2.973143e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -29732204.000000 Penalty: 6038.498047
	Iteration 426Q: 3 clusters Score -2.97322e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -29732952.000000 Penalty: 6038.498047
	Iteration 427Q: 3 clusters Score -2.973295e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -29733670.000000 Penalty: 6038.498047
	Iteration 428Q: 3 clusters Score -2.973367e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -29734054.000000 Penalty: 6038.498047
	Iteration 429Q: 3 clusters Score -2.973405e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -29734478.000000 Penalty: 6038.498047
	Iteration 430Q: 3 clusters Score -2.973448e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -29734890.000000 Penalty: 6038.498047
	Iteration 431Q: 3 clusters Score -2.973489e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -29735076.000000 Penalty: 6038.498047
	Iteration 432Q: 3 clusters Score -2.973508e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -29735444.000000 Penalty: 6038.498047
	Iteration 433Q: 3 clusters Score -2.973544e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -29735738.000000 Penalty: 6038.498047
	Iteration 434Q: 3 clusters Score -2.973574e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -29736010.000000 Penalty: 6038.498047
	Iteration 435Q: 3 clusters Score -2.973601e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -29736084.000000 Penalty: 6038.498047
	Iteration 436Q: 3 clusters Score -2.973608e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -29736170.000000 Penalty: 6038.498047
	Iteration 437Q: 3 clusters Score -2.973617e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -29736456.000000 Penalty: 6038.498047
	Iteration 438Q: 3 clusters Score -2.973646e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -29736444.000000 Penalty: 6038.498047
	Iteration 439Q: 3 clusters Score -2.973644e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -29736720.000000 Penalty: 6038.498047
	Iteration 440F: 3 clusters Score -2.973672e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -29737000.000000 Penalty: 6038.498047
	Iteration 441Q: 3 clusters Score -2.9737e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -29737318.000000 Penalty: 6038.498047
	Iteration 442Q: 3 clusters Score -2.973732e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -29737666.000000 Penalty: 6038.498047
	Iteration 443Q: 3 clusters Score -2.973767e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -29737860.000000 Penalty: 6038.498047
	Iteration 444Q: 3 clusters Score -2.973786e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -29738038.000000 Penalty: 6038.498047
	Iteration 445Q: 3 clusters Score -2.973804e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -29738220.000000 Penalty: 6038.498047
	Iteration 446Q: 3 clusters Score -2.973822e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -29738780.000000 Penalty: 6038.498047
	Iteration 447Q: 3 clusters Score -2.973878e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -29739188.000000 Penalty: 6038.498047
	Iteration 448Q: 3 clusters Score -2.973919e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -29739422.000000 Penalty: 6038.498047
	Iteration 449Q: 3 clusters Score -2.973942e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -29739770.000000 Penalty: 6038.498047
	Iteration 450Q: 3 clusters Score -2.973977e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -29740344.000000 Penalty: 6038.498047
	Iteration 451Q: 3 clusters Score -2.974034e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -29740854.000000 Penalty: 6038.498047
	Iteration 452Q: 3 clusters Score -2.974085e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -29741476.000000 Penalty: 6038.498047
	Iteration 453Q: 3 clusters Score -2.974148e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -29742152.000000 Penalty: 6038.498047
	Iteration 454Q: 3 clusters Score -2.974215e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -29742606.000000 Penalty: 6038.498047
	Iteration 455Q: 3 clusters Score -2.974261e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -29742940.000000 Penalty: 6038.498047
	Iteration 456Q: 3 clusters Score -2.974294e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -29742996.000000 Penalty: 6038.498047
	Iteration 457Q: 3 clusters Score -2.9743e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -29742736.000000 Penalty: 6038.498047
	Iteration 458Q: 3 clusters Score -2.974274e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -29742256.000000 Penalty: 6038.498047
	Iteration 459Q: 3 clusters Score -2.974226e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -29741518.000000 Penalty: 6038.498047
	Iteration 460F: 3 clusters Score -2.974152e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -29740356.000000 Penalty: 6038.498047
	Iteration 461Q: 3 clusters Score -2.974036e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -29738730.000000 Penalty: 6038.498047
	Iteration 462Q: 3 clusters Score -2.973873e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -29736688.000000 Penalty: 6038.498047
	Iteration 463Q: 3 clusters Score -2.973669e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -29734804.000000 Penalty: 6038.498047
	Iteration 464Q: 3 clusters Score -2.97348e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -29732964.000000 Penalty: 6038.498047
	Iteration 465Q: 3 clusters Score -2.973296e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -29731318.000000 Penalty: 6038.498047
	Iteration 466Q: 3 clusters Score -2.973132e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -29729722.000000 Penalty: 6038.498047
	Iteration 467Q: 3 clusters Score -2.972972e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -29728366.000000 Penalty: 6038.498047
	Iteration 468Q: 3 clusters Score -2.972837e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -29727540.000000 Penalty: 6038.498047
	Iteration 469Q: 3 clusters Score -2.972754e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 130296 members 
Entering Unmasked Estep 
Score: -29726880.000000 Penalty: 6038.498047
	Iteration 470Q: 3 clusters Score -2.972688e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 129894 members 
Entering Unmasked Estep 
Score: -29726602.000000 Penalty: 6038.498047
	Iteration 471Q: 3 clusters Score -2.97266e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -29726374.000000 Penalty: 6038.498047
	Iteration 472Q: 3 clusters Score -2.972637e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 128156 members 
Entering Unmasked Estep 
Score: -29726416.000000 Penalty: 6038.498047
	Iteration 473Q: 3 clusters Score -2.972642e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -29726564.000000 Penalty: 6038.498047
	Iteration 474Q: 3 clusters Score -2.972656e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -29727060.000000 Penalty: 6038.498047
	Iteration 475Q: 3 clusters Score -2.972706e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 123474 members 
Entering Unmasked Estep 
Score: -29727352.000000 Penalty: 6038.498047
	Iteration 476Q: 3 clusters Score -2.972735e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -29727998.000000 Penalty: 6038.498047
	Iteration 477Q: 3 clusters Score -2.9728e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -29729004.000000 Penalty: 6038.498047
	Iteration 478Q: 3 clusters Score -2.9729e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 116408 members 
Entering Unmasked Estep 
Score: -29730014.000000 Penalty: 6038.498047
	Iteration 479Q: 3 clusters Score -2.973001e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -29730918.000000 Penalty: 6038.498047
	Iteration 480F: 3 clusters Score -2.973092e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -29731760.000000 Penalty: 6038.498047
	Iteration 481Q: 3 clusters Score -2.973176e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -29732604.000000 Penalty: 6038.498047
	Iteration 482Q: 3 clusters Score -2.97326e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -29733356.000000 Penalty: 6038.498047
	Iteration 483Q: 3 clusters Score -2.973336e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -29733908.000000 Penalty: 6038.498047
	Iteration 484Q: 3 clusters Score -2.973391e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -29734410.000000 Penalty: 6038.498047
	Iteration 485Q: 3 clusters Score -2.973441e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -29734776.000000 Penalty: 6038.498047
	Iteration 486Q: 3 clusters Score -2.973478e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -29735150.000000 Penalty: 6038.498047
	Iteration 487Q: 3 clusters Score -2.973515e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -29735376.000000 Penalty: 6038.498047
	Iteration 488Q: 3 clusters Score -2.973538e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -29735632.000000 Penalty: 6038.498047
	Iteration 489Q: 3 clusters Score -2.973563e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -29735844.000000 Penalty: 6038.498047
	Iteration 490Q: 3 clusters Score -2.973584e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -29735908.000000 Penalty: 6038.498047
	Iteration 491Q: 3 clusters Score -2.973591e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -29736062.000000 Penalty: 6038.498047
	Iteration 492Q: 3 clusters Score -2.973606e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -29736378.000000 Penalty: 6038.498047
	Iteration 493Q: 3 clusters Score -2.973638e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -29736376.000000 Penalty: 6038.498047
	Iteration 494Q: 3 clusters Score -2.973638e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -29736710.000000 Penalty: 6038.498047
	Iteration 495Q: 3 clusters Score -2.973671e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -29736894.000000 Penalty: 6038.498047
	Iteration 496Q: 3 clusters Score -2.973689e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -29737252.000000 Penalty: 6038.498047
	Iteration 497Q: 3 clusters Score -2.973725e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -29737450.000000 Penalty: 6038.498047
	Iteration 498Q: 3 clusters Score -2.973745e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -29737804.000000 Penalty: 6038.498047
	Iteration 499Q: 3 clusters Score -2.97378e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -29737936.000000 Penalty: 6038.498047
	Iteration 500F: 3 clusters Score -2.973794e+07 nChanged 2755
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 120401 members 
Mstep: Class 22 contains 116974 members 
Mstep: Class 23 contains 124694 members 
Entering Unmasked Estep 
Score: -137650256.000000 Penalty: 64685.542969
Splitting cluster 2 changes total score from -137623296.000000 to -137650256.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (52291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Entering Unmasked Estep 
Score: -7861754.500000 Penalty: 2694.415527
	Iteration 0F: 2 clusters Score -7861754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7826762.500000 Penalty: 5388.831055
	Iteration 0F: 3 clusters Score -7826762 nChanged 24088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7839813.500000 Penalty: 5388.831055
	Iteration 1F: 3 clusters Score -7839814 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -7840438.000000 Penalty: 5388.831055
	Iteration 2Q: 3 clusters Score -7840438 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7841017.000000 Penalty: 5388.831055
	Iteration 3Q: 3 clusters Score -7841017 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -7841469.500000 Penalty: 5388.831055
	Iteration 4Q: 3 clusters Score -7841470 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -7841905.500000 Penalty: 5388.831055
	Iteration 5Q: 3 clusters Score -7841906 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -7842328.000000 Penalty: 5388.831055
	Iteration 6Q: 3 clusters Score -7842328 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7842751.500000 Penalty: 5388.831055
	Iteration 7Q: 3 clusters Score -7842752 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7843265.500000 Penalty: 5388.831055
	Iteration 8Q: 3 clusters Score -7843266 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7843888.500000 Penalty: 5388.831055
	Iteration 9Q: 3 clusters Score -7843888 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7844641.500000 Penalty: 5388.831055
	Iteration 10Q: 3 clusters Score -7844642 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7845563.000000 Penalty: 5388.831055
	Iteration 11Q: 3 clusters Score -7845563 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -7846869.000000 Penalty: 5388.831055
	Iteration 12Q: 3 clusters Score -7846869 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7848706.000000 Penalty: 5388.831055
	Iteration 13Q: 3 clusters Score -7848706 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -7850671.500000 Penalty: 5388.831055
	Iteration 14Q: 3 clusters Score -7850672 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -7852508.000000 Penalty: 5388.831055
	Iteration 15Q: 3 clusters Score -7852508 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -7853944.000000 Penalty: 5388.831055
	Iteration 16Q: 3 clusters Score -7853944 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7855023.000000 Penalty: 5388.831055
	Iteration 17Q: 3 clusters Score -7855023 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7855866.000000 Penalty: 5388.831055
	Iteration 18Q: 3 clusters Score -7855866 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -7856545.000000 Penalty: 5388.831055
	Iteration 19Q: 3 clusters Score -7856545 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -7857097.000000 Penalty: 5388.831055
	Iteration 20F: 3 clusters Score -7857097 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7857510.500000 Penalty: 5388.831055
	Iteration 21Q: 3 clusters Score -7857510 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -7857836.000000 Penalty: 5388.831055
	Iteration 22Q: 3 clusters Score -7857836 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7858143.500000 Penalty: 5388.831055
	Iteration 23Q: 3 clusters Score -7858144 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7858383.000000 Penalty: 5388.831055
	Iteration 24Q: 3 clusters Score -7858383 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7858602.000000 Penalty: 5388.831055
	Iteration 25Q: 3 clusters Score -7858602 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7858742.500000 Penalty: 5388.831055
	Iteration 26Q: 3 clusters Score -7858742 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7858897.000000 Penalty: 5388.831055
	Iteration 27Q: 3 clusters Score -7858897 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7858992.000000 Penalty: 5388.831055
	Iteration 28Q: 3 clusters Score -7858992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7859081.500000 Penalty: 5388.831055
	Iteration 29Q: 3 clusters Score -7859082 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7859147.500000 Penalty: 5388.831055
	Iteration 30Q: 3 clusters Score -7859148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7859199.000000 Penalty: 5388.831055
	Iteration 31Q: 3 clusters Score -7859199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7859239.000000 Penalty: 5388.831055
	Iteration 32Q: 3 clusters Score -7859239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7859306.500000 Penalty: 5388.831055
	Iteration 33Q: 3 clusters Score -7859306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7859352.000000 Penalty: 5388.831055
	Iteration 34Q: 3 clusters Score -7859352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7859384.500000 Penalty: 5388.831055
	Iteration 35Q: 3 clusters Score -7859384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7859399.000000 Penalty: 5388.831055
	Iteration 36Q: 3 clusters Score -7859399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7859420.500000 Penalty: 5388.831055
	Iteration 37Q: 3 clusters Score -7859420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7859439.500000 Penalty: 5388.831055
	Iteration 38Q: 3 clusters Score -7859440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7859452.500000 Penalty: 5388.831055
	Iteration 39Q: 3 clusters Score -7859452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7859468.000000 Penalty: 5388.831055
	Iteration 40F: 3 clusters Score -7859468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7859490.000000 Penalty: 5388.831055
	Iteration 41Q: 3 clusters Score -7859490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7859508.000000 Penalty: 5388.831055
	Iteration 42Q: 3 clusters Score -7859508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7859523.500000 Penalty: 5388.831055
	Iteration 43Q: 3 clusters Score -7859524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7859540.000000 Penalty: 5388.831055
	Iteration 44Q: 3 clusters Score -7859540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7859551.500000 Penalty: 5388.831055
	Iteration 45Q: 3 clusters Score -7859552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7859553.000000 Penalty: 5388.831055
	Iteration 46Q: 3 clusters Score -7859553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7859556.500000 Penalty: 5388.831055
	Iteration 47Q: 3 clusters Score -7859556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7859556.500000 Penalty: 5388.831055
	Iteration 48F: 3 clusters Score -7859556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Entering Unmasked Estep 
Score: -5036785.500000 Penalty: 2577.476074
	Iteration 0F: 2 clusters Score -5036786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5014652.000000 Penalty: 5154.952148
	Iteration 0F: 3 clusters Score -5014652 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5022392.500000 Penalty: 5154.952148
	Iteration 1F: 3 clusters Score -5022392 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5022791.500000 Penalty: 5154.952148
	Iteration 2Q: 3 clusters Score -5022792 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5023100.500000 Penalty: 5154.952148
	Iteration 3Q: 3 clusters Score -5023100 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -5023388.500000 Penalty: 5154.952148
	Iteration 4Q: 3 clusters Score -5023388 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5023663.000000 Penalty: 5154.952148
	Iteration 5Q: 3 clusters Score -5023663 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5023938.500000 Penalty: 5154.952148
	Iteration 6Q: 3 clusters Score -5023938 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -5024274.000000 Penalty: 5154.952148
	Iteration 7Q: 3 clusters Score -5024274 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5024676.500000 Penalty: 5154.952148
	Iteration 8Q: 3 clusters Score -5024676 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5025121.500000 Penalty: 5154.952148
	Iteration 9Q: 3 clusters Score -5025122 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -5025766.500000 Penalty: 5154.952148
	Iteration 10Q: 3 clusters Score -5025766 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -5026679.000000 Penalty: 5154.952148
	Iteration 11F: 3 clusters Score -5026679 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -5028094.500000 Penalty: 5154.952148
	Iteration 12F: 3 clusters Score -5028094 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5029859.000000 Penalty: 5154.952148
	Iteration 13F: 3 clusters Score -5029859 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5031562.000000 Penalty: 5154.952148
	Iteration 14F: 3 clusters Score -5031562 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5032914.500000 Penalty: 5154.952148
	Iteration 15Q: 3 clusters Score -5032914 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5033609.500000 Penalty: 5154.952148
	Iteration 16Q: 3 clusters Score -5033610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5034028.500000 Penalty: 5154.952148
	Iteration 17Q: 3 clusters Score -5034028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5034263.500000 Penalty: 5154.952148
	Iteration 18Q: 3 clusters Score -5034264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5034394.000000 Penalty: 5154.952148
	Iteration 19Q: 3 clusters Score -5034394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5034465.000000 Penalty: 5154.952148
	Iteration 20F: 3 clusters Score -5034465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5034499.000000 Penalty: 5154.952148
	Iteration 21Q: 3 clusters Score -5034499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5034523.000000 Penalty: 5154.952148
	Iteration 22Q: 3 clusters Score -5034523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5034537.000000 Penalty: 5154.952148
	Iteration 23Q: 3 clusters Score -5034537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5034546.500000 Penalty: 5154.952148
	Iteration 24Q: 3 clusters Score -5034546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5034566.000000 Penalty: 5154.952148
	Iteration 25Q: 3 clusters Score -5034566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5034576.500000 Penalty: 5154.952148
	Iteration 26Q: 3 clusters Score -5034576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5034594.000000 Penalty: 5154.952148
	Iteration 27Q: 3 clusters Score -5034594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5034604.500000 Penalty: 5154.952148
	Iteration 28Q: 3 clusters Score -5034604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5034608.000000 Penalty: 5154.952148
	Iteration 29Q: 3 clusters Score -5034608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5034610.500000 Penalty: 5154.952148
	Iteration 30Q: 3 clusters Score -5034610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5034608.000000 Penalty: 5154.952148
	Iteration 31Q: 3 clusters Score -5034608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5034608.000000 Penalty: 5154.952148
	Iteration 32F: 3 clusters Score -5034608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -983364.687500 Penalty: 2206.964111
	Iteration 0F: 2 clusters Score -983364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -977445.312500 Penalty: 4413.928223
	Iteration 0F: 3 clusters Score -977445.3 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -979127.562500 Penalty: 4413.928223
	Iteration 1F: 3 clusters Score -979127.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -979568.875000 Penalty: 4413.928223
	Iteration 2F: 3 clusters Score -979568.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -979931.437500 Penalty: 4413.928223
	Iteration 3F: 3 clusters Score -979931.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -980292.000000 Penalty: 4413.928223
	Iteration 4F: 3 clusters Score -980292 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -980648.250000 Penalty: 4413.928223
	Iteration 5F: 3 clusters Score -980648.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -981007.312500 Penalty: 4413.928223
	Iteration 6F: 3 clusters Score -981007.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -981331.562500 Penalty: 4413.928223
	Iteration 7F: 3 clusters Score -981331.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -981571.625000 Penalty: 4413.928223
	Iteration 8Q: 3 clusters Score -981571.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -981748.437500 Penalty: 4413.928223
	Iteration 9Q: 3 clusters Score -981748.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -981889.187500 Penalty: 4413.928223
	Iteration 10Q: 3 clusters Score -981889.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -981966.250000 Penalty: 4413.928223
	Iteration 11Q: 3 clusters Score -981966.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -982016.750000 Penalty: 4413.928223
	Iteration 12Q: 3 clusters Score -982016.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -982066.750000 Penalty: 4413.928223
	Iteration 13Q: 3 clusters Score -982066.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -982104.812500 Penalty: 4413.928223
	Iteration 14Q: 3 clusters Score -982104.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -982132.312500 Penalty: 4413.928223
	Iteration 15Q: 3 clusters Score -982132.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -982155.312500 Penalty: 4413.928223
	Iteration 16Q: 3 clusters Score -982155.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -982181.187500 Penalty: 4413.928223
	Iteration 17Q: 3 clusters Score -982181.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -982205.875000 Penalty: 4413.928223
	Iteration 18Q: 3 clusters Score -982205.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -982233.500000 Penalty: 4413.928223
	Iteration 19Q: 3 clusters Score -982233.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -982264.250000 Penalty: 4413.928223
	Iteration 20F: 3 clusters Score -982264.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -982298.312500 Penalty: 4413.928223
	Iteration 21Q: 3 clusters Score -982298.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -982317.250000 Penalty: 4413.928223
	Iteration 22Q: 3 clusters Score -982317.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -982329.500000 Penalty: 4413.928223
	Iteration 23Q: 3 clusters Score -982329.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -982337.875000 Penalty: 4413.928223
	Iteration 24Q: 3 clusters Score -982337.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -982349.125000 Penalty: 4413.928223
	Iteration 25Q: 3 clusters Score -982349.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -982356.625000 Penalty: 4413.928223
	Iteration 26Q: 3 clusters Score -982356.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -982367.250000 Penalty: 4413.928223
	Iteration 27Q: 3 clusters Score -982367.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -982375.625000 Penalty: 4413.928223
	Iteration 28Q: 3 clusters Score -982375.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -982386.250000 Penalty: 4413.928223
	Iteration 29Q: 3 clusters Score -982386.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -982396.312500 Penalty: 4413.928223
	Iteration 30Q: 3 clusters Score -982396.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -982404.625000 Penalty: 4413.928223
	Iteration 31Q: 3 clusters Score -982404.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -982413.937500 Penalty: 4413.928223
	Iteration 32Q: 3 clusters Score -982413.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -982421.187500 Penalty: 4413.928223
	Iteration 33Q: 3 clusters Score -982421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -982429.437500 Penalty: 4413.928223
	Iteration 34Q: 3 clusters Score -982429.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -982435.937500 Penalty: 4413.928223
	Iteration 35Q: 3 clusters Score -982435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -982439.125000 Penalty: 4413.928223
	Iteration 36Q: 3 clusters Score -982439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -982444.750000 Penalty: 4413.928223
	Iteration 37Q: 3 clusters Score -982444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -982446.062500 Penalty: 4413.928223
	Iteration 38Q: 3 clusters Score -982446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -982449.312500 Penalty: 4413.928223
	Iteration 39Q: 3 clusters Score -982449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -982449.500000 Penalty: 4413.928223
	Iteration 40F: 3 clusters Score -982449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -982448.687500 Penalty: 4413.928223
	Iteration 41Q: 3 clusters Score -982448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -982449.500000 Penalty: 4413.928223
	Iteration 42Q: 3 clusters Score -982449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -982449.500000 Penalty: 4413.928223
	Iteration 43F: 3 clusters Score -982449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -1025942.875000 Penalty: 2193.895508
	Iteration 0F: 2 clusters Score -1025943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1020158.187500 Penalty: 4387.791016
	Iteration 0F: 3 clusters Score -1020158 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1021716.375000 Penalty: 4387.791016
	Iteration 1F: 3 clusters Score -1021716 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1022048.437500 Penalty: 4387.791016
	Iteration 2F: 3 clusters Score -1022048 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1022362.937500 Penalty: 4387.791016
	Iteration 3F: 3 clusters Score -1022363 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1022730.750000 Penalty: 4387.791016
	Iteration 4F: 3 clusters Score -1022731 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1023186.437500 Penalty: 4387.791016
	Iteration 5F: 3 clusters Score -1023186 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1023625.062500 Penalty: 4387.791016
	Iteration 6F: 3 clusters Score -1023625 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1023983.312500 Penalty: 4387.791016
	Iteration 7F: 3 clusters Score -1023983 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1024213.750000 Penalty: 4387.791016
	Iteration 8Q: 3 clusters Score -1024214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1024389.000000 Penalty: 4387.791016
	Iteration 9Q: 3 clusters Score -1024389 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1024490.625000 Penalty: 4387.791016
	Iteration 10Q: 3 clusters Score -1024491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1024550.125000 Penalty: 4387.791016
	Iteration 11Q: 3 clusters Score -1024550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1024591.375000 Penalty: 4387.791016
	Iteration 12Q: 3 clusters Score -1024591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1024618.187500 Penalty: 4387.791016
	Iteration 13Q: 3 clusters Score -1024618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1024639.937500 Penalty: 4387.791016
	Iteration 14Q: 3 clusters Score -1024640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1024661.687500 Penalty: 4387.791016
	Iteration 15Q: 3 clusters Score -1024662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1024680.250000 Penalty: 4387.791016
	Iteration 16Q: 3 clusters Score -1024680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1024688.500000 Penalty: 4387.791016
	Iteration 17Q: 3 clusters Score -1024688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1024696.500000 Penalty: 4387.791016
	Iteration 18Q: 3 clusters Score -1024696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1024703.125000 Penalty: 4387.791016
	Iteration 19Q: 3 clusters Score -1024703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1024708.500000 Penalty: 4387.791016
	Iteration 20F: 3 clusters Score -1024708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1024714.500000 Penalty: 4387.791016
	Iteration 21Q: 3 clusters Score -1024714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1024722.812500 Penalty: 4387.791016
	Iteration 22Q: 3 clusters Score -1024723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1024730.812500 Penalty: 4387.791016
	Iteration 23Q: 3 clusters Score -1024731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1024737.062500 Penalty: 4387.791016
	Iteration 24Q: 3 clusters Score -1024737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1024741.125000 Penalty: 4387.791016
	Iteration 25Q: 3 clusters Score -1024741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1024744.000000 Penalty: 4387.791016
	Iteration 26Q: 3 clusters Score -1024744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1024746.437500 Penalty: 4387.791016
	Iteration 27Q: 3 clusters Score -1024746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1024751.125000 Penalty: 4387.791016
	Iteration 28Q: 3 clusters Score -1024751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1024752.312500 Penalty: 4387.791016
	Iteration 29Q: 3 clusters Score -1024752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1024754.750000 Penalty: 4387.791016
	Iteration 30Q: 3 clusters Score -1024755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1024755.875000 Penalty: 4387.791016
	Iteration 31Q: 3 clusters Score -1024756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1024760.312500 Penalty: 4387.791016
	Iteration 32Q: 3 clusters Score -1024760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1024763.250000 Penalty: 4387.791016
	Iteration 33Q: 3 clusters Score -1024763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1024765.687500 Penalty: 4387.791016
	Iteration 34Q: 3 clusters Score -1024766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1024769.562500 Penalty: 4387.791016
	Iteration 35Q: 3 clusters Score -1024770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1024774.812500 Penalty: 4387.791016
	Iteration 36Q: 3 clusters Score -1024775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1024782.812500 Penalty: 4387.791016
	Iteration 37Q: 3 clusters Score -1024783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1024785.812500 Penalty: 4387.791016
	Iteration 38Q: 3 clusters Score -1024786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1024787.562500 Penalty: 4387.791016
	Iteration 39Q: 3 clusters Score -1024788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1024791.375000 Penalty: 4387.791016
	Iteration 40F: 3 clusters Score -1024791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1024794.312500 Penalty: 4387.791016
	Iteration 41Q: 3 clusters Score -1024794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1024798.062500 Penalty: 4387.791016
	Iteration 42Q: 3 clusters Score -1024798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1024798.250000 Penalty: 4387.791016
	Iteration 43Q: 3 clusters Score -1024798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1024799.250000 Penalty: 4387.791016
	Iteration 44Q: 3 clusters Score -1024799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1024801.562500 Penalty: 4387.791016
	Iteration 45Q: 3 clusters Score -1024802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1024801.062500 Penalty: 4387.791016
	Iteration 46Q: 3 clusters Score -1024801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1024802.312500 Penalty: 4387.791016
	Iteration 47Q: 3 clusters Score -1024802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1024804.187500 Penalty: 4387.791016
	Iteration 48Q: 3 clusters Score -1024804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1024809.562500 Penalty: 4387.791016
	Iteration 49Q: 3 clusters Score -1024810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1024808.312500 Penalty: 4387.791016
	Iteration 50Q: 3 clusters Score -1024808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1024812.000000 Penalty: 4387.791016
	Iteration 51Q: 3 clusters Score -1024812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1024813.000000 Penalty: 4387.791016
	Iteration 52Q: 3 clusters Score -1024813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1024815.312500 Penalty: 4387.791016
	Iteration 53Q: 3 clusters Score -1024815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1024816.375000 Penalty: 4387.791016
	Iteration 54Q: 3 clusters Score -1024816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1024822.375000 Penalty: 4387.791016
	Iteration 55Q: 3 clusters Score -1024822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1024823.187500 Penalty: 4387.791016
	Iteration 56Q: 3 clusters Score -1024823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1024822.937500 Penalty: 4387.791016
	Iteration 57Q: 3 clusters Score -1024823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1024822.937500 Penalty: 4387.791016
	Iteration 58F: 3 clusters Score -1024823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Entering Unmasked Estep 
Score: -8516704.000000 Penalty: 2713.303223
	Iteration 0F: 2 clusters Score -8516704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -8478745.000000 Penalty: 5426.606445
	Iteration 0F: 3 clusters Score -8478745 nChanged 26150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -8493300.000000 Penalty: 5426.606445
	Iteration 1F: 3 clusters Score -8493300 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -8493889.000000 Penalty: 5426.606445
	Iteration 2Q: 3 clusters Score -8493889 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -8494450.000000 Penalty: 5426.606445
	Iteration 3Q: 3 clusters Score -8494450 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -8495089.000000 Penalty: 5426.606445
	Iteration 4Q: 3 clusters Score -8495089 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -8496050.000000 Penalty: 5426.606445
	Iteration 5Q: 3 clusters Score -8496050 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -8497399.000000 Penalty: 5426.606445
	Iteration 6Q: 3 clusters Score -8497399 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -8499491.000000 Penalty: 5426.606445
	Iteration 7F: 3 clusters Score -8499491 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8502284.000000 Penalty: 5426.606445
	Iteration 8F: 3 clusters Score -8502284 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8505357.000000 Penalty: 5426.606445
	Iteration 9F: 3 clusters Score -8505357 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -8508250.000000 Penalty: 5426.606445
	Iteration 10F: 3 clusters Score -8508250 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -8510689.000000 Penalty: 5426.606445
	Iteration 11Q: 3 clusters Score -8510689 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -8512376.000000 Penalty: 5426.606445
	Iteration 12Q: 3 clusters Score -8512376 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -8513245.000000 Penalty: 5426.606445
	Iteration 13Q: 3 clusters Score -8513245 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -8513778.000000 Penalty: 5426.606445
	Iteration 14Q: 3 clusters Score -8513778 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -8514022.000000 Penalty: 5426.606445
	Iteration 15Q: 3 clusters Score -8514022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -8514206.000000 Penalty: 5426.606445
	Iteration 16Q: 3 clusters Score -8514206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -8514297.000000 Penalty: 5426.606445
	Iteration 17Q: 3 clusters Score -8514297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8514331.000000 Penalty: 5426.606445
	Iteration 18Q: 3 clusters Score -8514331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -8514371.000000 Penalty: 5426.606445
	Iteration 19Q: 3 clusters Score -8514371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -8514406.000000 Penalty: 5426.606445
	Iteration 20F: 3 clusters Score -8514406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -8514418.000000 Penalty: 5426.606445
	Iteration 21Q: 3 clusters Score -8514418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8514456.000000 Penalty: 5426.606445
	Iteration 22Q: 3 clusters Score -8514456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -8514476.000000 Penalty: 5426.606445
	Iteration 23Q: 3 clusters Score -8514476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -8514484.000000 Penalty: 5426.606445
	Iteration 24Q: 3 clusters Score -8514484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -8514482.000000 Penalty: 5426.606445
	Iteration 25Q: 3 clusters Score -8514482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -8514488.000000 Penalty: 5426.606445
	Iteration 26Q: 3 clusters Score -8514488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -8514493.000000 Penalty: 5426.606445
	Iteration 27Q: 3 clusters Score -8514493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -8514494.000000 Penalty: 5426.606445
	Iteration 28Q: 3 clusters Score -8514494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -8514509.000000 Penalty: 5426.606445
	Iteration 29Q: 3 clusters Score -8514509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -8514522.000000 Penalty: 5426.606445
	Iteration 30Q: 3 clusters Score -8514522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -8514524.000000 Penalty: 5426.606445
	Iteration 31Q: 3 clusters Score -8514524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -8514519.000000 Penalty: 5426.606445
	Iteration 32Q: 3 clusters Score -8514519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -8514519.000000 Penalty: 5426.606445
	Iteration 33F: 3 clusters Score -8514519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -998049.812500 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -998049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -992496.625000 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -992496.6 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -993943.812500 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -993943.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -994303.625000 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -994303.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -994664.187500 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -994664.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -995087.812500 Penalty: 4369.099609
	Iteration 4F: 3 clusters Score -995087.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -995722.562500 Penalty: 4369.099609
	Iteration 5F: 3 clusters Score -995722.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -996742.750000 Penalty: 4369.099609
	Iteration 6F: 3 clusters Score -996742.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -997923.062500 Penalty: 4369.099609
	Iteration 7F: 3 clusters Score -997923.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -998655.937500 Penalty: 4369.099609
	Iteration 8F: 3 clusters Score -998655.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -999143.125000 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -999143.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -999725.562500 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -999725.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1000134.687500 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -1000135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1000220.375000 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -1000220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1000248.062500 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -1000248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1000260.937500 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -1000261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1000265.625000 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -1000266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1000269.812500 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -1000270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1000272.250000 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -1000272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1000271.562500 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -1000272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1000273.562500 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -1000274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1000274.375000 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -1000274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1000274.062500 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -1000274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1000274.062500 Penalty: 4369.099609
	Iteration 22Q: 3 clusters Score -1000274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1000275.500000 Penalty: 4369.099609
	Iteration 23Q: 3 clusters Score -1000276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1000275.812500 Penalty: 4369.099609
	Iteration 24Q: 3 clusters Score -1000276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1000275.812500 Penalty: 4369.099609
	Iteration 25F: 3 clusters Score -1000276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 120401 members 
Mstep: Class 22 contains 116974 members 
Mstep: Class 23 contains 124694 members 
Entering Unmasked Estep 
Score: -137651376.000000 Penalty: 68090.046875
Splitting cluster 11 changes total score from -137623296.000000 to -137651376.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -281309.750000 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -281309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -278992.031250 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -278992 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -282380.500000 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -282380.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -284842.656250 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -284842.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -286443.156250 Penalty: 3814.835449
	Iteration 3F: 3 clusters Score -286443.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -287376.312500 Penalty: 3814.835449
	Iteration 4Q: 3 clusters Score -287376.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -287708.156250 Penalty: 3814.835449
	Iteration 5Q: 3 clusters Score -287708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -287913.500000 Penalty: 3814.835449
	Iteration 6Q: 3 clusters Score -287913.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -288322.906250 Penalty: 3814.835449
	Iteration 7Q: 3 clusters Score -288322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -288524.468750 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -288524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -288528.343750 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -288528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -288529.250000 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -288529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -288529.812500 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -288529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -288529.812500 Penalty: 3814.835449
	Iteration 12F: 3 clusters Score -288529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 120401 members 
Mstep: Class 22 contains 116974 members 
Mstep: Class 23 contains 124694 members 
Entering Unmasked Estep 
Score: -137657520.000000 Penalty: 71494.546875
Splitting cluster 12 changes total score from -137623296.000000 to -137657520.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (17409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Entering Unmasked Estep 
Score: -2530168.000000 Penalty: 2421.656250
	Iteration 0F: 2 clusters Score -2530168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2517819.750000 Penalty: 4843.312500
	Iteration 0F: 3 clusters Score -2517820 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2521984.750000 Penalty: 4843.312500
	Iteration 1F: 3 clusters Score -2521985 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2522658.750000 Penalty: 4843.312500
	Iteration 2F: 3 clusters Score -2522659 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2523377.250000 Penalty: 4843.312500
	Iteration 3F: 3 clusters Score -2523377 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2524155.500000 Penalty: 4843.312500
	Iteration 4F: 3 clusters Score -2524156 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2524956.000000 Penalty: 4843.312500
	Iteration 5F: 3 clusters Score -2524956 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2525685.500000 Penalty: 4843.312500
	Iteration 6F: 3 clusters Score -2525686 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2526257.000000 Penalty: 4843.312500
	Iteration 7F: 3 clusters Score -2526257 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2526661.000000 Penalty: 4843.312500
	Iteration 8Q: 3 clusters Score -2526661 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2526920.250000 Penalty: 4843.312500
	Iteration 9Q: 3 clusters Score -2526920 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2527077.500000 Penalty: 4843.312500
	Iteration 10Q: 3 clusters Score -2527078 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2527208.500000 Penalty: 4843.312500
	Iteration 11Q: 3 clusters Score -2527208 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2527280.750000 Penalty: 4843.312500
	Iteration 12Q: 3 clusters Score -2527281 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2527342.000000 Penalty: 4843.312500
	Iteration 13Q: 3 clusters Score -2527342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2527395.750000 Penalty: 4843.312500
	Iteration 14Q: 3 clusters Score -2527396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2527435.000000 Penalty: 4843.312500
	Iteration 15Q: 3 clusters Score -2527435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2527486.250000 Penalty: 4843.312500
	Iteration 16Q: 3 clusters Score -2527486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2527507.000000 Penalty: 4843.312500
	Iteration 17Q: 3 clusters Score -2527507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2527522.250000 Penalty: 4843.312500
	Iteration 18Q: 3 clusters Score -2527522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2527553.000000 Penalty: 4843.312500
	Iteration 19Q: 3 clusters Score -2527553 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2527569.750000 Penalty: 4843.312500
	Iteration 20F: 3 clusters Score -2527570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2527591.500000 Penalty: 4843.312500
	Iteration 21Q: 3 clusters Score -2527592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2527611.000000 Penalty: 4843.312500
	Iteration 22Q: 3 clusters Score -2527611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2527620.250000 Penalty: 4843.312500
	Iteration 23Q: 3 clusters Score -2527620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2527634.500000 Penalty: 4843.312500
	Iteration 24Q: 3 clusters Score -2527634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2527644.500000 Penalty: 4843.312500
	Iteration 25Q: 3 clusters Score -2527644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2527649.750000 Penalty: 4843.312500
	Iteration 26Q: 3 clusters Score -2527650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2527656.500000 Penalty: 4843.312500
	Iteration 27Q: 3 clusters Score -2527656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2527669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2527672 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2527682 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2527683 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2527693 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2527713.500000 Penalty: 4843.312500
	Iteration 33Q: 3 clusters Score -2527714 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2527720.750000 Penalty: 4843.312500
	Iteration 34Q: 3 clusters Score -2527721 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2527726.250000 Penalty: 4843.312500
	Iteration 35Q: 3 clusters Score -2527726 nChanged 67
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Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2527730 nChanged 69
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Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2527744 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2527751 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2527762 nChanged 60
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Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2527762 nChanged 58
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Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2527774 nChanged 61
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Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2527780 nChanged 61
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Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2527790 nChanged 59
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Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2527801 nChanged 71
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Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2527812 nChanged 75
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Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2527831 nChanged 83
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Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2527841 nChanged 79
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Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2527853 nChanged 89
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Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2527873 nChanged 112
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Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2527888 nChanged 104
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Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2527912 nChanged 95
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Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2527928 nChanged 88
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Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2527940 nChanged 92
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Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2527960 nChanged 99
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Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2527968 nChanged 88
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Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2527989 nChanged 100
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Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2528004 nChanged 103
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Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2528031 nChanged 107
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Mstep: Class 1 contains 6665 members 
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	Iteration 59Q: 3 clusters Score -2528060 nChanged 110
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Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2528086 nChanged 105
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Mstep: Class 1 contains 6456 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2528100 nChanged 113
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Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11060 members 
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	Iteration 62Q: 3 clusters Score -2528121 nChanged 113
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Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2528143 nChanged 119
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2528178 nChanged 133
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Mstep: Class 1 contains 6008 members 
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	Iteration 65Q: 3 clusters Score -2528214 nChanged 117
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2528254 nChanged 122
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Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2528267 nChanged 117
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Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2528292 nChanged 109
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Mstep: Class 1 contains 5555 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2528308 nChanged 98
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Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2528329.750000 Penalty: 4843.312500
	Iteration 70Q: 3 clusters Score -2528330 nChanged 115
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Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12065 members 
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	Iteration 71Q: 3 clusters Score -2528365 nChanged 125
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12186 members 
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	Iteration 72Q: 3 clusters Score -2528399 nChanged 123
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Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2528428 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2528446 nChanged 115
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Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2528489 nChanged 131
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2528521.750000 Penalty: 4843.312500
	Iteration 76Q: 3 clusters Score -2528522 nChanged 113
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Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12765 members 
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	Iteration 77Q: 3 clusters Score -2528554 nChanged 106
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Mstep: Class 1 contains 4544 members 
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	Iteration 78Q: 3 clusters Score -2528574 nChanged 104
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12967 members 
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	Iteration 79Q: 3 clusters Score -2528591 nChanged 100
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Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 13067 members 
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	Iteration 80F: 3 clusters Score -2528629 nChanged 123
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2528678 nChanged 124
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2528714 nChanged 140
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Mstep: Class 1 contains 3981 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2528751 nChanged 130
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Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13550 members 
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	Iteration 84Q: 3 clusters Score -2528787 nChanged 108
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
Score: -2528806.250000 Penalty: 4843.312500
	Iteration 85Q: 3 clusters Score -2528806 nChanged 92
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Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13750 members 
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	Iteration 86Q: 3 clusters Score -2528831 nChanged 84
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Mstep: Class 1 contains 3577 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2528858 nChanged 76
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Mstep: Class 1 contains 3505 members 
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	Iteration 88Q: 3 clusters Score -2528872 nChanged 62
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Mstep: Class 1 contains 3445 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2528887 nChanged 68
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Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2528901.250000 Penalty: 4843.312500
	Iteration 90Q: 3 clusters Score -2528901 nChanged 57
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Mstep: Class 1 contains 3326 members 
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Entering Unmasked Estep 
Score: -2528911.000000 Penalty: 4843.312500
	Iteration 91Q: 3 clusters Score -2528911 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2528931 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3217 members 
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Entering Unmasked Estep 
Score: -2528934.750000 Penalty: 4843.312500
	Iteration 93Q: 3 clusters Score -2528935 nChanged 49
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Mstep: Class 1 contains 3172 members 
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Entering Unmasked Estep 
Score: -2528953.750000 Penalty: 4843.312500
	Iteration 94Q: 3 clusters Score -2528954 nChanged 32
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Mstep: Class 1 contains 3144 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2528967 nChanged 31
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	Iteration 96Q: 3 clusters Score -2528966 nChanged 25
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Mstep: Class 1 contains 3088 members 
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	Iteration 97Q: 3 clusters Score -2528968 nChanged 23
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Mstep: Class 1 contains 3067 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2528978 nChanged 19
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	Iteration 99Q: 3 clusters Score -2528981 nChanged 19
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Mstep: Class 1 contains 3029 members 
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	Iteration 100F: 3 clusters Score -2528987 nChanged 11
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Mstep: Class 1 contains 3020 members 
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	Iteration 101Q: 3 clusters Score -2528986 nChanged 19
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Mstep: Class 1 contains 3003 members 
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	Iteration 102Q: 3 clusters Score -2528992 nChanged 16
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Mstep: Class 1 contains 2989 members 
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	Iteration 103Q: 3 clusters Score -2529000 nChanged 18
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	Iteration 104Q: 3 clusters Score -2528999 nChanged 13
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Entering Unmasked Estep 
Score: -2529002.250000 Penalty: 4843.312500
	Iteration 105Q: 3 clusters Score -2529002 nChanged 8
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	Iteration 106Q: 3 clusters Score -2529001 nChanged 10
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	Iteration 107Q: 3 clusters Score -2529002 nChanged 7
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2529001 nChanged 11
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2529000 nChanged 10
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2529001 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2528998 nChanged 8
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	Iteration 112Q: 3 clusters Score -2529008 nChanged 5
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	Iteration 113Q: 3 clusters Score -2529010 nChanged 5
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	Iteration 114Q: 3 clusters Score -2529010 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2529010 nChanged 7
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Score: -2529014.500000 Penalty: 4843.312500
	Iteration 116Q: 3 clusters Score -2529014 nChanged 5
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2529012 nChanged 8
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	Iteration 118Q: 3 clusters Score -2529011 nChanged 8
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Entering Unmasked Estep 
Score: -2529015.500000 Penalty: 4843.312500
	Iteration 119Q: 3 clusters Score -2529016 nChanged 6
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Score: -2529019.000000 Penalty: 4843.312500
	Iteration 120F: 3 clusters Score -2529019 nChanged 6
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2529014 nChanged 4
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Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2529011.750000 Penalty: 4843.312500
	Iteration 122Q: 3 clusters Score -2529012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2529014.500000 Penalty: 4843.312500
	Iteration 123Q: 3 clusters Score -2529014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2529011.000000 Penalty: 4843.312500
	Iteration 124Q: 3 clusters Score -2529011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2529011.250000 Penalty: 4843.312500
	Iteration 125Q: 3 clusters Score -2529011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2529015.750000 Penalty: 4843.312500
	Iteration 126Q: 3 clusters Score -2529016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2529013.250000 Penalty: 4843.312500
	Iteration 127Q: 3 clusters Score -2529013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2529015.250000 Penalty: 4843.312500
	Iteration 128Q: 3 clusters Score -2529015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2529015.000000 Penalty: 4843.312500
	Iteration 129Q: 3 clusters Score -2529015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2529015.000000 Penalty: 4843.312500
	Iteration 130F: 3 clusters Score -2529015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (122011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Entering Unmasked Estep 
Score: -18833606.000000 Penalty: 2904.542969
	Iteration 0F: 2 clusters Score -1.883361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -18764600.000000 Penalty: 5809.085938
	Iteration 0F: 3 clusters Score -1.87646e+07 nChanged 57841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -18799140.000000 Penalty: 5809.085938
	Iteration 1F: 3 clusters Score -1.879914e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -18801166.000000 Penalty: 5809.085938
	Iteration 2Q: 3 clusters Score -1.880117e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -18803908.000000 Penalty: 5809.085938
	Iteration 3Q: 3 clusters Score -1.880391e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -18808114.000000 Penalty: 5809.085938
	Iteration 4F: 3 clusters Score -1.880811e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -18814620.000000 Penalty: 5809.085938
	Iteration 5F: 3 clusters Score -1.881462e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -18822104.000000 Penalty: 5809.085938
	Iteration 6F: 3 clusters Score -1.88221e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -18828638.000000 Penalty: 5809.085938
	Iteration 7F: 3 clusters Score -1.882864e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -18832606.000000 Penalty: 5809.085938
	Iteration 8Q: 3 clusters Score -1.883261e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -18833756.000000 Penalty: 5809.085938
	Iteration 9Q: 3 clusters Score -1.883376e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 112765 members 
Entering Unmasked Estep 
Score: -18833716.000000 Penalty: 5809.085938
	Iteration 10Q: 3 clusters Score -1.883372e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -18833084.000000 Penalty: 5809.085938
	Iteration 11Q: 3 clusters Score -1.883308e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -18832622.000000 Penalty: 5809.085938
	Iteration 12Q: 3 clusters Score -1.883262e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -18832280.000000 Penalty: 5809.085938
	Iteration 13Q: 3 clusters Score -1.883228e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -18832078.000000 Penalty: 5809.085938
	Iteration 14Q: 3 clusters Score -1.883208e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -18831894.000000 Penalty: 5809.085938
	Iteration 15Q: 3 clusters Score -1.883189e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -18831714.000000 Penalty: 5809.085938
	Iteration 16Q: 3 clusters Score -1.883171e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -18831636.000000 Penalty: 5809.085938
	Iteration 17Q: 3 clusters Score -1.883164e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -18831616.000000 Penalty: 5809.085938
	Iteration 18Q: 3 clusters Score -1.883162e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 120355 members 
Entering Unmasked Estep 
Score: -18831506.000000 Penalty: 5809.085938
	Iteration 19Q: 3 clusters Score -1.883151e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 120534 members 
Entering Unmasked Estep 
Score: -18831466.000000 Penalty: 5809.085938
	Iteration 20F: 3 clusters Score -1.883147e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -18831400.000000 Penalty: 5809.085938
	Iteration 21Q: 3 clusters Score -1.88314e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -18831404.000000 Penalty: 5809.085938
	Iteration 22Q: 3 clusters Score -1.88314e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -18831444.000000 Penalty: 5809.085938
	Iteration 23Q: 3 clusters Score -1.883144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -18831428.000000 Penalty: 5809.085938
	Iteration 24Q: 3 clusters Score -1.883143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -18831418.000000 Penalty: 5809.085938
	Iteration 25Q: 3 clusters Score -1.883142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -18831392.000000 Penalty: 5809.085938
	Iteration 26Q: 3 clusters Score -1.883139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -18831390.000000 Penalty: 5809.085938
	Iteration 27Q: 3 clusters Score -1.883139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 121196 members 
Entering Unmasked Estep 
Score: -18831414.000000 Penalty: 5809.085938
	Iteration 28Q: 3 clusters Score -1.883141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 121221 members 
Entering Unmasked Estep 
Score: -18831438.000000 Penalty: 5809.085938
	Iteration 29Q: 3 clusters Score -1.883144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -18831446.000000 Penalty: 5809.085938
	Iteration 30Q: 3 clusters Score -1.883145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -18831442.000000 Penalty: 5809.085938
	Iteration 31Q: 3 clusters Score -1.883144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -18831434.000000 Penalty: 5809.085938
	Iteration 32Q: 3 clusters Score -1.883143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -18831436.000000 Penalty: 5809.085938
	Iteration 33Q: 3 clusters Score -1.883144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -18831448.000000 Penalty: 5809.085938
	Iteration 34Q: 3 clusters Score -1.883145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -18831456.000000 Penalty: 5809.085938
	Iteration 35Q: 3 clusters Score -1.883146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -18831466.000000 Penalty: 5809.085938
	Iteration 36Q: 3 clusters Score -1.883147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -18831476.000000 Penalty: 5809.085938
	Iteration 37Q: 3 clusters Score -1.883148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -18831474.000000 Penalty: 5809.085938
	Iteration 38Q: 3 clusters Score -1.883147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -18831464.000000 Penalty: 5809.085938
	Iteration 39Q: 3 clusters Score -1.883146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -18831468.000000 Penalty: 5809.085938
	Iteration 40F: 3 clusters Score -1.883147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -18831472.000000 Penalty: 5809.085938
	Iteration 41Q: 3 clusters Score -1.883147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 121325 members 
Entering Unmasked Estep 
Score: -18831470.000000 Penalty: 5809.085938
	Iteration 42Q: 3 clusters Score -1.883147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 121329 members 
Entering Unmasked Estep 
Score: -18831462.000000 Penalty: 5809.085938
	Iteration 43Q: 3 clusters Score -1.883146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -18831464.000000 Penalty: 5809.085938
	Iteration 44Q: 3 clusters Score -1.883146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -18831460.000000 Penalty: 5809.085938
	Iteration 45Q: 3 clusters Score -1.883146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -18831464.000000 Penalty: 5809.085938
	Iteration 46Q: 3 clusters Score -1.883146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -18831464.000000 Penalty: 5809.085938
	Iteration 47F: 3 clusters Score -1.883146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Entering Unmasked Estep 
Score: -3145802.000000 Penalty: 2465.075195
	Iteration 0F: 2 clusters Score -3145802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3131308.250000 Penalty: 4930.150391
	Iteration 0F: 3 clusters Score -3131308 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3136067.250000 Penalty: 4930.150391
	Iteration 1F: 3 clusters Score -3136067 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3136474.750000 Penalty: 4930.150391
	Iteration 2F: 3 clusters Score -3136475 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3136798.750000 Penalty: 4930.150391
	Iteration 3Q: 3 clusters Score -3136799 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3137079.500000 Penalty: 4930.150391
	Iteration 4Q: 3 clusters Score -3137080 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3137375.750000 Penalty: 4930.150391
	Iteration 5Q: 3 clusters Score -3137376 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3137737.750000 Penalty: 4930.150391
	Iteration 6Q: 3 clusters Score -3137738 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3138270.500000 Penalty: 4930.150391
	Iteration 7Q: 3 clusters Score -3138270 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3138988.000000 Penalty: 4930.150391
	Iteration 8F: 3 clusters Score -3138988 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3139811.500000 Penalty: 4930.150391
	Iteration 9F: 3 clusters Score -3139812 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3140592.500000 Penalty: 4930.150391
	Iteration 10F: 3 clusters Score -3140592 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3141151.000000 Penalty: 4930.150391
	Iteration 11F: 3 clusters Score -3141151 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3141561.750000 Penalty: 4930.150391
	Iteration 12Q: 3 clusters Score -3141562 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3141830.250000 Penalty: 4930.150391
	Iteration 13Q: 3 clusters Score -3141830 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3141997.500000 Penalty: 4930.150391
	Iteration 14Q: 3 clusters Score -3141998 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3142105.000000 Penalty: 4930.150391
	Iteration 15Q: 3 clusters Score -3142105 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3142189.000000 Penalty: 4930.150391
	Iteration 16Q: 3 clusters Score -3142189 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3142278.250000 Penalty: 4930.150391
	Iteration 17Q: 3 clusters Score -3142278 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3142358.000000 Penalty: 4930.150391
	Iteration 18Q: 3 clusters Score -3142358 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3142445.250000 Penalty: 4930.150391
	Iteration 19Q: 3 clusters Score -3142445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3142512.000000 Penalty: 4930.150391
	Iteration 20F: 3 clusters Score -3142512 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3142586.500000 Penalty: 4930.150391
	Iteration 21Q: 3 clusters Score -3142586 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3142692.500000 Penalty: 4930.150391
	Iteration 22Q: 3 clusters Score -3142692 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3142821.000000 Penalty: 4930.150391
	Iteration 23Q: 3 clusters Score -3142821 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3142940.250000 Penalty: 4930.150391
	Iteration 24Q: 3 clusters Score -3142940 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3143090.000000 Penalty: 4930.150391
	Iteration 25Q: 3 clusters Score -3143090 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3143197.750000 Penalty: 4930.150391
	Iteration 26Q: 3 clusters Score -3143198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3143316.000000 Penalty: 4930.150391
	Iteration 27Q: 3 clusters Score -3143316 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3143421.000000 Penalty: 4930.150391
	Iteration 28Q: 3 clusters Score -3143421 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3143556.500000 Penalty: 4930.150391
	Iteration 29Q: 3 clusters Score -3143556 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3143681.250000 Penalty: 4930.150391
	Iteration 30Q: 3 clusters Score -3143681 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3143786.250000 Penalty: 4930.150391
	Iteration 31Q: 3 clusters Score -3143786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3143895.750000 Penalty: 4930.150391
	Iteration 32Q: 3 clusters Score -3143896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3143987.500000 Penalty: 4930.150391
	Iteration 33Q: 3 clusters Score -3143988 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3144061.000000 Penalty: 4930.150391
	Iteration 34Q: 3 clusters Score -3144061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3144127.250000 Penalty: 4930.150391
	Iteration 35Q: 3 clusters Score -3144127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3144167.000000 Penalty: 4930.150391
	Iteration 36Q: 3 clusters Score -3144167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3144195.500000 Penalty: 4930.150391
	Iteration 37Q: 3 clusters Score -3144196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3144239.000000 Penalty: 4930.150391
	Iteration 38Q: 3 clusters Score -3144239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3144248.250000 Penalty: 4930.150391
	Iteration 39Q: 3 clusters Score -3144248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3144254.750000 Penalty: 4930.150391
	Iteration 40F: 3 clusters Score -3144255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3144288.750000 Penalty: 4930.150391
	Iteration 41Q: 3 clusters Score -3144289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3144307.500000 Penalty: 4930.150391
	Iteration 42Q: 3 clusters Score -3144308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3144315.250000 Penalty: 4930.150391
	Iteration 43Q: 3 clusters Score -3144315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3144331.000000 Penalty: 4930.150391
	Iteration 44Q: 3 clusters Score -3144331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3144346.750000 Penalty: 4930.150391
	Iteration 45Q: 3 clusters Score -3144347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3144359.250000 Penalty: 4930.150391
	Iteration 46Q: 3 clusters Score -3144359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3144372.250000 Penalty: 4930.150391
	Iteration 47Q: 3 clusters Score -3144372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3144376.750000 Penalty: 4930.150391
	Iteration 48Q: 3 clusters Score -3144377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3144377.500000 Penalty: 4930.150391
	Iteration 49Q: 3 clusters Score -3144378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3144369.750000 Penalty: 4930.150391
	Iteration 50Q: 3 clusters Score -3144370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3144389.250000 Penalty: 4930.150391
	Iteration 51Q: 3 clusters Score -3144389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3144389.750000 Penalty: 4930.150391
	Iteration 52Q: 3 clusters Score -3144390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3144385.500000 Penalty: 4930.150391
	Iteration 53Q: 3 clusters Score -3144386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3144388.500000 Penalty: 4930.150391
	Iteration 54Q: 3 clusters Score -3144388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3144387.250000 Penalty: 4930.150391
	Iteration 55Q: 3 clusters Score -3144387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3144387.000000 Penalty: 4930.150391
	Iteration 56Q: 3 clusters Score -3144387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3144387.500000 Penalty: 4930.150391
	Iteration 57Q: 3 clusters Score -3144388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3144385.000000 Penalty: 4930.150391
	Iteration 58Q: 3 clusters Score -3144385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3144391.250000 Penalty: 4930.150391
	Iteration 59Q: 3 clusters Score -3144391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3144394.750000 Penalty: 4930.150391
	Iteration 60F: 3 clusters Score -3144395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3144392.500000 Penalty: 4930.150391
	Iteration 61Q: 3 clusters Score -3144392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3144395.750000 Penalty: 4930.150391
	Iteration 62Q: 3 clusters Score -3144396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3144395.000000 Penalty: 4930.150391
	Iteration 63Q: 3 clusters Score -3144395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3144396.750000 Penalty: 4930.150391
	Iteration 64Q: 3 clusters Score -3144397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3144397.750000 Penalty: 4930.150391
	Iteration 65Q: 3 clusters Score -3144398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3144397.500000 Penalty: 4930.150391
	Iteration 66Q: 3 clusters Score -3144398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3144399.500000 Penalty: 4930.150391
	Iteration 67Q: 3 clusters Score -3144400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3144393.000000 Penalty: 4930.150391
	Iteration 68Q: 3 clusters Score -3144393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3144397.250000 Penalty: 4930.150391
	Iteration 69Q: 3 clusters Score -3144397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3144398.250000 Penalty: 4930.150391
	Iteration 70Q: 3 clusters Score -3144398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3144401.250000 Penalty: 4930.150391
	Iteration 71Q: 3 clusters Score -3144401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3144399.250000 Penalty: 4930.150391
	Iteration 72Q: 3 clusters Score -3144399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3144403.750000 Penalty: 4930.150391
	Iteration 73Q: 3 clusters Score -3144404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3144400.000000 Penalty: 4930.150391
	Iteration 74Q: 3 clusters Score -3144400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3144407.250000 Penalty: 4930.150391
	Iteration 75Q: 3 clusters Score -3144407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3144408.250000 Penalty: 4930.150391
	Iteration 76Q: 3 clusters Score -3144408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3144403.750000 Penalty: 4930.150391
	Iteration 77Q: 3 clusters Score -3144404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3144403.750000 Penalty: 4930.150391
	Iteration 78Q: 3 clusters Score -3144404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3144410.500000 Penalty: 4930.150391
	Iteration 79Q: 3 clusters Score -3144410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3144409.500000 Penalty: 4930.150391
	Iteration 80F: 3 clusters Score -3144410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3144412.000000 Penalty: 4930.150391
	Iteration 81Q: 3 clusters Score -3144412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3144413.250000 Penalty: 4930.150391
	Iteration 82Q: 3 clusters Score -3144413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3144414.000000 Penalty: 4930.150391
	Iteration 83Q: 3 clusters Score -3144414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3144410.250000 Penalty: 4930.150391
	Iteration 84Q: 3 clusters Score -3144410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3144411.500000 Penalty: 4930.150391
	Iteration 85Q: 3 clusters Score -3144412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3144415.000000 Penalty: 4930.150391
	Iteration 86Q: 3 clusters Score -3144415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3144415.250000 Penalty: 4930.150391
	Iteration 87Q: 3 clusters Score -3144415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3144418.000000 Penalty: 4930.150391
	Iteration 88Q: 3 clusters Score -3144418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3144419.750000 Penalty: 4930.150391
	Iteration 89Q: 3 clusters Score -3144420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3144421.000000 Penalty: 4930.150391
	Iteration 90Q: 3 clusters Score -3144421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3144421.000000 Penalty: 4930.150391
	Iteration 91F: 3 clusters Score -3144421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -109035.593750 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -109035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107562.140625 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -107562.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108769.953125 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -108770 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110429.429688 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -110429.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -114531.359375 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -114531.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116344.320312 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -116344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116443.898438 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -116443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -116497.328125 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -116497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -116544.531250 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -116544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -116544.531250 Penalty: 3406.515137
	Iteration 8F: 3 clusters Score -116544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 120401 members 
Mstep: Class 22 contains 116974 members 
Mstep: Class 23 contains 124694 members 
Entering Unmasked Estep 
Score: -137663216.000000 Penalty: 74899.046875
Splitting cluster 18 changes total score from -137623296.000000 to -137663216.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (26484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Entering Unmasked Estep 
Score: -3834258.000000 Penalty: 2525.705322
	Iteration 0F: 2 clusters Score -3834258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3816019.250000 Penalty: 5051.410645
	Iteration 0F: 3 clusters Score -3816019 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3822418.500000 Penalty: 5051.410645
	Iteration 1F: 3 clusters Score -3822418 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3822887.500000 Penalty: 5051.410645
	Iteration 2F: 3 clusters Score -3822888 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3823300.500000 Penalty: 5051.410645
	Iteration 3Q: 3 clusters Score -3823300 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3823691.500000 Penalty: 5051.410645
	Iteration 4Q: 3 clusters Score -3823692 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3824156.250000 Penalty: 5051.410645
	Iteration 5Q: 3 clusters Score -3824156 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3824618.750000 Penalty: 5051.410645
	Iteration 6Q: 3 clusters Score -3824619 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3825133.250000 Penalty: 5051.410645
	Iteration 7Q: 3 clusters Score -3825133 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3825762.000000 Penalty: 5051.410645
	Iteration 8Q: 3 clusters Score -3825762 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3826413.000000 Penalty: 5051.410645
	Iteration 9Q: 3 clusters Score -3826413 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3827102.000000 Penalty: 5051.410645
	Iteration 10Q: 3 clusters Score -3827102 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3827682.750000 Penalty: 5051.410645
	Iteration 11Q: 3 clusters Score -3827683 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3828170.000000 Penalty: 5051.410645
	Iteration 12Q: 3 clusters Score -3828170 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3828516.750000 Penalty: 5051.410645
	Iteration 13Q: 3 clusters Score -3828517 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3828780.750000 Penalty: 5051.410645
	Iteration 14Q: 3 clusters Score -3828781 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3828998.250000 Penalty: 5051.410645
	Iteration 15Q: 3 clusters Score -3828998 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3829174.250000 Penalty: 5051.410645
	Iteration 16Q: 3 clusters Score -3829174 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3829342.750000 Penalty: 5051.410645
	Iteration 17Q: 3 clusters Score -3829343 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3829517.000000 Penalty: 5051.410645
	Iteration 18Q: 3 clusters Score -3829517 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3829677.250000 Penalty: 5051.410645
	Iteration 19Q: 3 clusters Score -3829677 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3829828.750000 Penalty: 5051.410645
	Iteration 20F: 3 clusters Score -3829829 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3829996.500000 Penalty: 5051.410645
	Iteration 21Q: 3 clusters Score -3829996 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3830167.500000 Penalty: 5051.410645
	Iteration 22Q: 3 clusters Score -3830168 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3830339.500000 Penalty: 5051.410645
	Iteration 23Q: 3 clusters Score -3830340 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3830497.250000 Penalty: 5051.410645
	Iteration 24Q: 3 clusters Score -3830497 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3830662.500000 Penalty: 5051.410645
	Iteration 25Q: 3 clusters Score -3830662 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3830846.250000 Penalty: 5051.410645
	Iteration 26Q: 3 clusters Score -3830846 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3831033.000000 Penalty: 5051.410645
	Iteration 27Q: 3 clusters Score -3831033 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3831205.250000 Penalty: 5051.410645
	Iteration 28Q: 3 clusters Score -3831205 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3831342.250000 Penalty: 5051.410645
	Iteration 29Q: 3 clusters Score -3831342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3831481.000000 Penalty: 5051.410645
	Iteration 30Q: 3 clusters Score -3831481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3831597.500000 Penalty: 5051.410645
	Iteration 31Q: 3 clusters Score -3831598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3831681.000000 Penalty: 5051.410645
	Iteration 32Q: 3 clusters Score -3831681 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3831758.500000 Penalty: 5051.410645
	Iteration 33Q: 3 clusters Score -3831758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3831813.750000 Penalty: 5051.410645
	Iteration 34Q: 3 clusters Score -3831814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3831852.250000 Penalty: 5051.410645
	Iteration 35Q: 3 clusters Score -3831852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3831882.250000 Penalty: 5051.410645
	Iteration 36Q: 3 clusters Score -3831882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3831902.500000 Penalty: 5051.410645
	Iteration 37Q: 3 clusters Score -3831902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3831924.000000 Penalty: 5051.410645
	Iteration 38Q: 3 clusters Score -3831924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3831938.750000 Penalty: 5051.410645
	Iteration 39Q: 3 clusters Score -3831939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3831948.750000 Penalty: 5051.410645
	Iteration 40F: 3 clusters Score -3831949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3831952.500000 Penalty: 5051.410645
	Iteration 41Q: 3 clusters Score -3831952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3831959.750000 Penalty: 5051.410645
	Iteration 42Q: 3 clusters Score -3831960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3831962.750000 Penalty: 5051.410645
	Iteration 43Q: 3 clusters Score -3831963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3831983.500000 Penalty: 5051.410645
	Iteration 44Q: 3 clusters Score -3831984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3831990.000000 Penalty: 5051.410645
	Iteration 45Q: 3 clusters Score -3831990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3832000.000000 Penalty: 5051.410645
	Iteration 46Q: 3 clusters Score -3832000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3832011.250000 Penalty: 5051.410645
	Iteration 47Q: 3 clusters Score -3832011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3832022.250000 Penalty: 5051.410645
	Iteration 48Q: 3 clusters Score -3832022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3832034.000000 Penalty: 5051.410645
	Iteration 49Q: 3 clusters Score -3832034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3832045.250000 Penalty: 5051.410645
	Iteration 50Q: 3 clusters Score -3832045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3832047.000000 Penalty: 5051.410645
	Iteration 51Q: 3 clusters Score -3832047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3832054.000000 Penalty: 5051.410645
	Iteration 52Q: 3 clusters Score -3832054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3832059.500000 Penalty: 5051.410645
	Iteration 53Q: 3 clusters Score -3832060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3832060.750000 Penalty: 5051.410645
	Iteration 54Q: 3 clusters Score -3832061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3832070.000000 Penalty: 5051.410645
	Iteration 55Q: 3 clusters Score -3832070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3832071.250000 Penalty: 5051.410645
	Iteration 56Q: 3 clusters Score -3832071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3832075.500000 Penalty: 5051.410645
	Iteration 57Q: 3 clusters Score -3832076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3832074.500000 Penalty: 5051.410645
	Iteration 58Q: 3 clusters Score -3832074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3832073.500000 Penalty: 5051.410645
	Iteration 59Q: 3 clusters Score -3832074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3832076.000000 Penalty: 5051.410645
	Iteration 60F: 3 clusters Score -3832076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -531229.437500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -531229.4 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 1949 members 
Entering Unmasked Estep 
Score: -527453.625000 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -527453.6 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -528376.687500 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -528376.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528669.687500 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -528669.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -528908.437500 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -528908.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529080.687500 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -529080.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -529226.500000 Penalty: 4095.019775
	Iteration 5Q: 3 clusters Score -529226.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -529362.937500 Penalty: 4095.019775
	Iteration 6Q: 3 clusters Score -529362.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -529480.062500 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -529480.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529604.500000 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -529604.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -529711.687500 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -529711.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529805.875000 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -529805.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529888.312500 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -529888.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -529941.562500 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -529941.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -530002.187500 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -530002.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -530081.750000 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -530081.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -530151.375000 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -530151.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -530234.250000 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -530234.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -530333.875000 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -530333.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -530447.312500 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -530447.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -530571.312500 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -530571.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -530663.250000 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -530663.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -530704.000000 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -530704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -530728.812500 Penalty: 4095.019775
	Iteration 22Q: 3 clusters Score -530728.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -530743.562500 Penalty: 4095.019775
	Iteration 23Q: 3 clusters Score -530743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -530752.937500 Penalty: 4095.019775
	Iteration 24Q: 3 clusters Score -530752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -530759.312500 Penalty: 4095.019775
	Iteration 25Q: 3 clusters Score -530759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -530763.875000 Penalty: 4095.019775
	Iteration 26Q: 3 clusters Score -530763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -530765.625000 Penalty: 4095.019775
	Iteration 27Q: 3 clusters Score -530765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -530765.625000 Penalty: 4095.019775
	Iteration 28F: 3 clusters Score -530765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Entering Unmasked Estep 
Score: -18483200.000000 Penalty: 2901.248535
	Iteration 0F: 2 clusters Score -1.84832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -18420956.000000 Penalty: 5802.497070
	Iteration 0F: 3 clusters Score -1.842096e+07 nChanged 57490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -18455428.000000 Penalty: 5802.497070
	Iteration 1F: 3 clusters Score -1.845543e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -18457754.000000 Penalty: 5802.497070
	Iteration 2Q: 3 clusters Score -1.845775e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -18461046.000000 Penalty: 5802.497070
	Iteration 3F: 3 clusters Score -1.846105e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -18466246.000000 Penalty: 5802.497070
	Iteration 4F: 3 clusters Score -1.846625e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -18473408.000000 Penalty: 5802.497070
	Iteration 5F: 3 clusters Score -1.847341e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -18480714.000000 Penalty: 5802.497070
	Iteration 6F: 3 clusters Score -1.848071e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -18485558.000000 Penalty: 5802.497070
	Iteration 7F: 3 clusters Score -1.848556e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -18488404.000000 Penalty: 5802.497070
	Iteration 8Q: 3 clusters Score -1.84884e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -18489618.000000 Penalty: 5802.497070
	Iteration 9Q: 3 clusters Score -1.848962e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -18489994.000000 Penalty: 5802.497070
	Iteration 10Q: 3 clusters Score -1.848999e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -18489994.000000 Penalty: 5802.497070
	Iteration 11Q: 3 clusters Score -1.848999e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -18490062.000000 Penalty: 5802.497070
	Iteration 12Q: 3 clusters Score -1.849006e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -18490016.000000 Penalty: 5802.497070
	Iteration 13Q: 3 clusters Score -1.849002e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -18489898.000000 Penalty: 5802.497070
	Iteration 14Q: 3 clusters Score -1.84899e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -18489738.000000 Penalty: 5802.497070
	Iteration 15Q: 3 clusters Score -1.848974e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 111286 members 
Entering Unmasked Estep 
Score: -18489572.000000 Penalty: 5802.497070
	Iteration 16Q: 3 clusters Score -1.848957e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -18489394.000000 Penalty: 5802.497070
	Iteration 17Q: 3 clusters Score -1.848939e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 111979 members 
Entering Unmasked Estep 
Score: -18489204.000000 Penalty: 5802.497070
	Iteration 18Q: 3 clusters Score -1.84892e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -18489004.000000 Penalty: 5802.497070
	Iteration 19Q: 3 clusters Score -1.8489e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -18488898.000000 Penalty: 5802.497070
	Iteration 20F: 3 clusters Score -1.84889e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -18488728.000000 Penalty: 5802.497070
	Iteration 21Q: 3 clusters Score -1.848873e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -18488650.000000 Penalty: 5802.497070
	Iteration 22Q: 3 clusters Score -1.848865e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -18488542.000000 Penalty: 5802.497070
	Iteration 23Q: 3 clusters Score -1.848854e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -18488456.000000 Penalty: 5802.497070
	Iteration 24Q: 3 clusters Score -1.848846e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -18488370.000000 Penalty: 5802.497070
	Iteration 25Q: 3 clusters Score -1.848837e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 113400 members 
Entering Unmasked Estep 
Score: -18488374.000000 Penalty: 5802.497070
	Iteration 26Q: 3 clusters Score -1.848837e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -18488324.000000 Penalty: 5802.497070
	Iteration 27Q: 3 clusters Score -1.848832e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -18488290.000000 Penalty: 5802.497070
	Iteration 28Q: 3 clusters Score -1.848829e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -18488206.000000 Penalty: 5802.497070
	Iteration 29Q: 3 clusters Score -1.848821e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -18488126.000000 Penalty: 5802.497070
	Iteration 30Q: 3 clusters Score -1.848813e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -18488064.000000 Penalty: 5802.497070
	Iteration 31Q: 3 clusters Score -1.848806e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -18488024.000000 Penalty: 5802.497070
	Iteration 32Q: 3 clusters Score -1.848802e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -18487982.000000 Penalty: 5802.497070
	Iteration 33Q: 3 clusters Score -1.848798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -18487960.000000 Penalty: 5802.497070
	Iteration 34Q: 3 clusters Score -1.848796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -18487910.000000 Penalty: 5802.497070
	Iteration 35Q: 3 clusters Score -1.848791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -18487910.000000 Penalty: 5802.497070
	Iteration 36Q: 3 clusters Score -1.848791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -18487850.000000 Penalty: 5802.497070
	Iteration 37Q: 3 clusters Score -1.848785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -18487826.000000 Penalty: 5802.497070
	Iteration 38Q: 3 clusters Score -1.848783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -18487840.000000 Penalty: 5802.497070
	Iteration 39Q: 3 clusters Score -1.848784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -18487846.000000 Penalty: 5802.497070
	Iteration 40F: 3 clusters Score -1.848785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -18487828.000000 Penalty: 5802.497070
	Iteration 41Q: 3 clusters Score -1.848783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -18487778.000000 Penalty: 5802.497070
	Iteration 42Q: 3 clusters Score -1.848778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -18487720.000000 Penalty: 5802.497070
	Iteration 43Q: 3 clusters Score -1.848772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -18487704.000000 Penalty: 5802.497070
	Iteration 44Q: 3 clusters Score -1.84877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -18487682.000000 Penalty: 5802.497070
	Iteration 45Q: 3 clusters Score -1.848768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -18487670.000000 Penalty: 5802.497070
	Iteration 46Q: 3 clusters Score -1.848767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -18487658.000000 Penalty: 5802.497070
	Iteration 47Q: 3 clusters Score -1.848766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -18487620.000000 Penalty: 5802.497070
	Iteration 48Q: 3 clusters Score -1.848762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -18487632.000000 Penalty: 5802.497070
	Iteration 49Q: 3 clusters Score -1.848763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -18487630.000000 Penalty: 5802.497070
	Iteration 50Q: 3 clusters Score -1.848763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -18487608.000000 Penalty: 5802.497070
	Iteration 51Q: 3 clusters Score -1.848761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -18487602.000000 Penalty: 5802.497070
	Iteration 52Q: 3 clusters Score -1.84876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -18487594.000000 Penalty: 5802.497070
	Iteration 53Q: 3 clusters Score -1.848759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -18487598.000000 Penalty: 5802.497070
	Iteration 54Q: 3 clusters Score -1.84876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -18487594.000000 Penalty: 5802.497070
	Iteration 55Q: 3 clusters Score -1.848759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -18487582.000000 Penalty: 5802.497070
	Iteration 56Q: 3 clusters Score -1.848758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -18487570.000000 Penalty: 5802.497070
	Iteration 57Q: 3 clusters Score -1.848757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -18487574.000000 Penalty: 5802.497070
	Iteration 58Q: 3 clusters Score -1.848757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -18487566.000000 Penalty: 5802.497070
	Iteration 59Q: 3 clusters Score -1.848757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -18487564.000000 Penalty: 5802.497070
	Iteration 60F: 3 clusters Score -1.848756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -18487554.000000 Penalty: 5802.497070
	Iteration 61Q: 3 clusters Score -1.848755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -18487548.000000 Penalty: 5802.497070
	Iteration 62Q: 3 clusters Score -1.848755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -18487558.000000 Penalty: 5802.497070
	Iteration 63Q: 3 clusters Score -1.848756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -18487564.000000 Penalty: 5802.497070
	Iteration 64Q: 3 clusters Score -1.848756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -18487536.000000 Penalty: 5802.497070
	Iteration 65Q: 3 clusters Score -1.848754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 114668 members 
Entering Unmasked Estep 
Score: -18487518.000000 Penalty: 5802.497070
	Iteration 66Q: 3 clusters Score -1.848752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -18487510.000000 Penalty: 5802.497070
	Iteration 67Q: 3 clusters Score -1.848751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -18487488.000000 Penalty: 5802.497070
	Iteration 68Q: 3 clusters Score -1.848749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -18487486.000000 Penalty: 5802.497070
	Iteration 69Q: 3 clusters Score -1.848749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -18487488.000000 Penalty: 5802.497070
	Iteration 70Q: 3 clusters Score -1.848749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -18487488.000000 Penalty: 5802.497070
	Iteration 71Q: 3 clusters Score -1.848749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -18487488.000000 Penalty: 5802.497070
	Iteration 72Q: 3 clusters Score -1.848749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -18487502.000000 Penalty: 5802.497070
	Iteration 73Q: 3 clusters Score -1.84875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -18487496.000000 Penalty: 5802.497070
	Iteration 74Q: 3 clusters Score -1.84875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -18487486.000000 Penalty: 5802.497070
	Iteration 75Q: 3 clusters Score -1.848749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -18487474.000000 Penalty: 5802.497070
	Iteration 76Q: 3 clusters Score -1.848747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 114798 members 
Entering Unmasked Estep 
Score: -18487468.000000 Penalty: 5802.497070
	Iteration 77Q: 3 clusters Score -1.848747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -18487454.000000 Penalty: 5802.497070
	Iteration 78Q: 3 clusters Score -1.848745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -18487442.000000 Penalty: 5802.497070
	Iteration 79Q: 3 clusters Score -1.848744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -18487458.000000 Penalty: 5802.497070
	Iteration 80F: 3 clusters Score -1.848746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
Score: -18487452.000000 Penalty: 5802.497070
	Iteration 81Q: 3 clusters Score -1.848745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -18487440.000000 Penalty: 5802.497070
	Iteration 82Q: 3 clusters Score -1.848744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -18487456.000000 Penalty: 5802.497070
	Iteration 83Q: 3 clusters Score -1.848746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -18487430.000000 Penalty: 5802.497070
	Iteration 84Q: 3 clusters Score -1.848743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -18487440.000000 Penalty: 5802.497070
	Iteration 85Q: 3 clusters Score -1.848744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -18487440.000000 Penalty: 5802.497070
	Iteration 86Q: 3 clusters Score -1.848744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -18487448.000000 Penalty: 5802.497070
	Iteration 87Q: 3 clusters Score -1.848745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -18487450.000000 Penalty: 5802.497070
	Iteration 88Q: 3 clusters Score -1.848745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -18487452.000000 Penalty: 5802.497070
	Iteration 89Q: 3 clusters Score -1.848745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -18487446.000000 Penalty: 5802.497070
	Iteration 90Q: 3 clusters Score -1.848745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -18487448.000000 Penalty: 5802.497070
	Iteration 91Q: 3 clusters Score -1.848745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -18487440.000000 Penalty: 5802.497070
	Iteration 92Q: 3 clusters Score -1.848744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -18487450.000000 Penalty: 5802.497070
	Iteration 93Q: 3 clusters Score -1.848745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -18487444.000000 Penalty: 5802.497070
	Iteration 94Q: 3 clusters Score -1.848744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -18487454.000000 Penalty: 5802.497070
	Iteration 95Q: 3 clusters Score -1.848745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -18487450.000000 Penalty: 5802.497070
	Iteration 96Q: 3 clusters Score -1.848745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 114904 members 
Entering Unmasked Estep 
Score: -18487448.000000 Penalty: 5802.497070
	Iteration 97Q: 3 clusters Score -1.848745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 114904 members 
Entering Unmasked Estep 
Score: -18487448.000000 Penalty: 5802.497070
	Iteration 98F: 3 clusters Score -1.848745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 114904 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 116974 members 
Mstep: Class 23 contains 124694 members 
Entering Unmasked Estep 
Score: -137667136.000000 Penalty: 78303.554688
Splitting cluster 21 changes total score from -137623296.000000 to -137667136.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 22 (116974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Entering Unmasked Estep 
Score: -17914278.000000 Penalty: 2894.087402
	Iteration 0F: 2 clusters Score -1.791428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -17853450.000000 Penalty: 5788.174805
	Iteration 0F: 3 clusters Score -1.785345e+07 nChanged 55568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -17885778.000000 Penalty: 5788.174805
	Iteration 1F: 3 clusters Score -1.788578e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -17887414.000000 Penalty: 5788.174805
	Iteration 2Q: 3 clusters Score -1.788741e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -17889600.000000 Penalty: 5788.174805
	Iteration 3Q: 3 clusters Score -1.78896e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -17892238.000000 Penalty: 5788.174805
	Iteration 4Q: 3 clusters Score -1.789224e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -17895400.000000 Penalty: 5788.174805
	Iteration 5F: 3 clusters Score -1.78954e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -17898878.000000 Penalty: 5788.174805
	Iteration 6F: 3 clusters Score -1.789888e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -17902342.000000 Penalty: 5788.174805
	Iteration 7F: 3 clusters Score -1.790234e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -17905736.000000 Penalty: 5788.174805
	Iteration 8F: 3 clusters Score -1.790574e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -17908730.000000 Penalty: 5788.174805
	Iteration 9Q: 3 clusters Score -1.790873e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -17911290.000000 Penalty: 5788.174805
	Iteration 10Q: 3 clusters Score -1.791129e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -17912932.000000 Penalty: 5788.174805
	Iteration 11Q: 3 clusters Score -1.791293e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -17913944.000000 Penalty: 5788.174805
	Iteration 12Q: 3 clusters Score -1.791394e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -17914446.000000 Penalty: 5788.174805
	Iteration 13Q: 3 clusters Score -1.791445e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -17914744.000000 Penalty: 5788.174805
	Iteration 14Q: 3 clusters Score -1.791474e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -17915008.000000 Penalty: 5788.174805
	Iteration 15Q: 3 clusters Score -1.791501e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -17915242.000000 Penalty: 5788.174805
	Iteration 16Q: 3 clusters Score -1.791524e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -17915360.000000 Penalty: 5788.174805
	Iteration 17Q: 3 clusters Score -1.791536e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -17915454.000000 Penalty: 5788.174805
	Iteration 18Q: 3 clusters Score -1.791545e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -17915568.000000 Penalty: 5788.174805
	Iteration 19Q: 3 clusters Score -1.791557e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -17915706.000000 Penalty: 5788.174805
	Iteration 20F: 3 clusters Score -1.791571e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -17915770.000000 Penalty: 5788.174805
	Iteration 21Q: 3 clusters Score -1.791577e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -17915884.000000 Penalty: 5788.174805
	Iteration 22Q: 3 clusters Score -1.791588e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -17916058.000000 Penalty: 5788.174805
	Iteration 23Q: 3 clusters Score -1.791606e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -17916114.000000 Penalty: 5788.174805
	Iteration 24Q: 3 clusters Score -1.791611e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -17916252.000000 Penalty: 5788.174805
	Iteration 25Q: 3 clusters Score -1.791625e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -17916224.000000 Penalty: 5788.174805
	Iteration 26Q: 3 clusters Score -1.791622e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -17916214.000000 Penalty: 5788.174805
	Iteration 27Q: 3 clusters Score -1.791621e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -17916324.000000 Penalty: 5788.174805
	Iteration 28Q: 3 clusters Score -1.791632e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -17916368.000000 Penalty: 5788.174805
	Iteration 29Q: 3 clusters Score -1.791637e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -17916438.000000 Penalty: 5788.174805
	Iteration 30Q: 3 clusters Score -1.791644e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -17916478.000000 Penalty: 5788.174805
	Iteration 31Q: 3 clusters Score -1.791648e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -17916516.000000 Penalty: 5788.174805
	Iteration 32Q: 3 clusters Score -1.791652e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -17916630.000000 Penalty: 5788.174805
	Iteration 33Q: 3 clusters Score -1.791663e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -17916666.000000 Penalty: 5788.174805
	Iteration 34Q: 3 clusters Score -1.791667e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -17916772.000000 Penalty: 5788.174805
	Iteration 35Q: 3 clusters Score -1.791677e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -17916824.000000 Penalty: 5788.174805
	Iteration 36Q: 3 clusters Score -1.791682e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -17916940.000000 Penalty: 5788.174805
	Iteration 37Q: 3 clusters Score -1.791694e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -17917054.000000 Penalty: 5788.174805
	Iteration 38Q: 3 clusters Score -1.791705e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -17917104.000000 Penalty: 5788.174805
	Iteration 39Q: 3 clusters Score -1.79171e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -17917116.000000 Penalty: 5788.174805
	Iteration 40F: 3 clusters Score -1.791712e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -17917194.000000 Penalty: 5788.174805
	Iteration 41Q: 3 clusters Score -1.791719e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -17917240.000000 Penalty: 5788.174805
	Iteration 42Q: 3 clusters Score -1.791724e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -17917298.000000 Penalty: 5788.174805
	Iteration 43Q: 3 clusters Score -1.79173e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -17917336.000000 Penalty: 5788.174805
	Iteration 44Q: 3 clusters Score -1.791734e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -17917368.000000 Penalty: 5788.174805
	Iteration 45Q: 3 clusters Score -1.791737e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -17917456.000000 Penalty: 5788.174805
	Iteration 46Q: 3 clusters Score -1.791746e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -17917470.000000 Penalty: 5788.174805
	Iteration 47Q: 3 clusters Score -1.791747e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -17917588.000000 Penalty: 5788.174805
	Iteration 48Q: 3 clusters Score -1.791759e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -17917644.000000 Penalty: 5788.174805
	Iteration 49Q: 3 clusters Score -1.791764e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -17917760.000000 Penalty: 5788.174805
	Iteration 50Q: 3 clusters Score -1.791776e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -17917882.000000 Penalty: 5788.174805
	Iteration 51Q: 3 clusters Score -1.791788e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -17918016.000000 Penalty: 5788.174805
	Iteration 52Q: 3 clusters Score -1.791802e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -17918084.000000 Penalty: 5788.174805
	Iteration 53Q: 3 clusters Score -1.791808e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -17918124.000000 Penalty: 5788.174805
	Iteration 54Q: 3 clusters Score -1.791812e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -17918196.000000 Penalty: 5788.174805
	Iteration 55Q: 3 clusters Score -1.79182e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -17918242.000000 Penalty: 5788.174805
	Iteration 56Q: 3 clusters Score -1.791824e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -17918406.000000 Penalty: 5788.174805
	Iteration 57Q: 3 clusters Score -1.791841e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -17918506.000000 Penalty: 5788.174805
	Iteration 58Q: 3 clusters Score -1.791851e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -17918588.000000 Penalty: 5788.174805
	Iteration 59Q: 3 clusters Score -1.791859e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -17918646.000000 Penalty: 5788.174805
	Iteration 60F: 3 clusters Score -1.791865e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -17918746.000000 Penalty: 5788.174805
	Iteration 61Q: 3 clusters Score -1.791875e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -17918850.000000 Penalty: 5788.174805
	Iteration 62Q: 3 clusters Score -1.791885e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -17918866.000000 Penalty: 5788.174805
	Iteration 63Q: 3 clusters Score -1.791887e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -17919006.000000 Penalty: 5788.174805
	Iteration 64Q: 3 clusters Score -1.791901e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -17919076.000000 Penalty: 5788.174805
	Iteration 65Q: 3 clusters Score -1.791908e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -17919220.000000 Penalty: 5788.174805
	Iteration 66Q: 3 clusters Score -1.791922e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -17919394.000000 Penalty: 5788.174805
	Iteration 67Q: 3 clusters Score -1.791939e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -17919632.000000 Penalty: 5788.174805
	Iteration 68Q: 3 clusters Score -1.791963e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -17919682.000000 Penalty: 5788.174805
	Iteration 69Q: 3 clusters Score -1.791968e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -17919792.000000 Penalty: 5788.174805
	Iteration 70Q: 3 clusters Score -1.791979e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -17919942.000000 Penalty: 5788.174805
	Iteration 71Q: 3 clusters Score -1.791994e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -17920116.000000 Penalty: 5788.174805
	Iteration 72Q: 3 clusters Score -1.792012e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -17920236.000000 Penalty: 5788.174805
	Iteration 73Q: 3 clusters Score -1.792024e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -17920366.000000 Penalty: 5788.174805
	Iteration 74Q: 3 clusters Score -1.792037e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -17920502.000000 Penalty: 5788.174805
	Iteration 75Q: 3 clusters Score -1.79205e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -17920560.000000 Penalty: 5788.174805
	Iteration 76Q: 3 clusters Score -1.792056e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -17920736.000000 Penalty: 5788.174805
	Iteration 77Q: 3 clusters Score -1.792074e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -17920792.000000 Penalty: 5788.174805
	Iteration 78Q: 3 clusters Score -1.792079e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -17920804.000000 Penalty: 5788.174805
	Iteration 79Q: 3 clusters Score -1.79208e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -17920906.000000 Penalty: 5788.174805
	Iteration 80F: 3 clusters Score -1.792091e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -17921108.000000 Penalty: 5788.174805
	Iteration 81Q: 3 clusters Score -1.792111e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -17921240.000000 Penalty: 5788.174805
	Iteration 82Q: 3 clusters Score -1.792124e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -17921314.000000 Penalty: 5788.174805
	Iteration 83Q: 3 clusters Score -1.792131e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -17921482.000000 Penalty: 5788.174805
	Iteration 84Q: 3 clusters Score -1.792148e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -17921602.000000 Penalty: 5788.174805
	Iteration 85Q: 3 clusters Score -1.79216e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -17921742.000000 Penalty: 5788.174805
	Iteration 86Q: 3 clusters Score -1.792174e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -17921812.000000 Penalty: 5788.174805
	Iteration 87Q: 3 clusters Score -1.792181e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -17921842.000000 Penalty: 5788.174805
	Iteration 88Q: 3 clusters Score -1.792184e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -17921912.000000 Penalty: 5788.174805
	Iteration 89Q: 3 clusters Score -1.792191e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -17921984.000000 Penalty: 5788.174805
	Iteration 90Q: 3 clusters Score -1.792198e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -17922100.000000 Penalty: 5788.174805
	Iteration 91Q: 3 clusters Score -1.79221e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -17922170.000000 Penalty: 5788.174805
	Iteration 92Q: 3 clusters Score -1.792217e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -17922198.000000 Penalty: 5788.174805
	Iteration 93Q: 3 clusters Score -1.79222e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -17922282.000000 Penalty: 5788.174805
	Iteration 94Q: 3 clusters Score -1.792228e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -17922304.000000 Penalty: 5788.174805
	Iteration 95Q: 3 clusters Score -1.79223e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -17922330.000000 Penalty: 5788.174805
	Iteration 96Q: 3 clusters Score -1.792233e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -17922370.000000 Penalty: 5788.174805
	Iteration 97Q: 3 clusters Score -1.792237e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -17922498.000000 Penalty: 5788.174805
	Iteration 98Q: 3 clusters Score -1.79225e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -17922568.000000 Penalty: 5788.174805
	Iteration 99Q: 3 clusters Score -1.792257e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -17922648.000000 Penalty: 5788.174805
	Iteration 100F: 3 clusters Score -1.792265e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -17922718.000000 Penalty: 5788.174805
	Iteration 101Q: 3 clusters Score -1.792272e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -17922750.000000 Penalty: 5788.174805
	Iteration 102Q: 3 clusters Score -1.792275e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -17922750.000000 Penalty: 5788.174805
	Iteration 103Q: 3 clusters Score -1.792275e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -17922798.000000 Penalty: 5788.174805
	Iteration 104Q: 3 clusters Score -1.79228e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -17922846.000000 Penalty: 5788.174805
	Iteration 105Q: 3 clusters Score -1.792285e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -17922916.000000 Penalty: 5788.174805
	Iteration 106Q: 3 clusters Score -1.792292e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -17922956.000000 Penalty: 5788.174805
	Iteration 107Q: 3 clusters Score -1.792296e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -17922988.000000 Penalty: 5788.174805
	Iteration 108Q: 3 clusters Score -1.792299e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -17923038.000000 Penalty: 5788.174805
	Iteration 109Q: 3 clusters Score -1.792304e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -17923064.000000 Penalty: 5788.174805
	Iteration 110Q: 3 clusters Score -1.792306e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -17923038.000000 Penalty: 5788.174805
	Iteration 111Q: 3 clusters Score -1.792304e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -17923086.000000 Penalty: 5788.174805
	Iteration 112Q: 3 clusters Score -1.792309e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -17923148.000000 Penalty: 5788.174805
	Iteration 113Q: 3 clusters Score -1.792315e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -17923180.000000 Penalty: 5788.174805
	Iteration 114Q: 3 clusters Score -1.792318e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -17923202.000000 Penalty: 5788.174805
	Iteration 115Q: 3 clusters Score -1.79232e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -17923224.000000 Penalty: 5788.174805
	Iteration 116Q: 3 clusters Score -1.792322e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -17923210.000000 Penalty: 5788.174805
	Iteration 117Q: 3 clusters Score -1.792321e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -17923272.000000 Penalty: 5788.174805
	Iteration 118Q: 3 clusters Score -1.792327e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -17923328.000000 Penalty: 5788.174805
	Iteration 119Q: 3 clusters Score -1.792333e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -17923326.000000 Penalty: 5788.174805
	Iteration 120F: 3 clusters Score -1.792333e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -17923372.000000 Penalty: 5788.174805
	Iteration 121Q: 3 clusters Score -1.792337e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -17923404.000000 Penalty: 5788.174805
	Iteration 122Q: 3 clusters Score -1.79234e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -17923386.000000 Penalty: 5788.174805
	Iteration 123Q: 3 clusters Score -1.792339e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -17923442.000000 Penalty: 5788.174805
	Iteration 124Q: 3 clusters Score -1.792344e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -17923452.000000 Penalty: 5788.174805
	Iteration 125Q: 3 clusters Score -1.792345e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -17923486.000000 Penalty: 5788.174805
	Iteration 126Q: 3 clusters Score -1.792349e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -17923482.000000 Penalty: 5788.174805
	Iteration 127Q: 3 clusters Score -1.792348e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -17923486.000000 Penalty: 5788.174805
	Iteration 128Q: 3 clusters Score -1.792349e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -17923492.000000 Penalty: 5788.174805
	Iteration 129Q: 3 clusters Score -1.792349e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -17923510.000000 Penalty: 5788.174805
	Iteration 130Q: 3 clusters Score -1.792351e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -17923532.000000 Penalty: 5788.174805
	Iteration 131Q: 3 clusters Score -1.792353e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -17923580.000000 Penalty: 5788.174805
	Iteration 132Q: 3 clusters Score -1.792358e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -17923596.000000 Penalty: 5788.174805
	Iteration 133Q: 3 clusters Score -1.79236e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -17923568.000000 Penalty: 5788.174805
	Iteration 134Q: 3 clusters Score -1.792357e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -17923576.000000 Penalty: 5788.174805
	Iteration 135Q: 3 clusters Score -1.792358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -17923594.000000 Penalty: 5788.174805
	Iteration 136Q: 3 clusters Score -1.792359e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -17923620.000000 Penalty: 5788.174805
	Iteration 137Q: 3 clusters Score -1.792362e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -17923590.000000 Penalty: 5788.174805
	Iteration 138Q: 3 clusters Score -1.792359e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -17923558.000000 Penalty: 5788.174805
	Iteration 139Q: 3 clusters Score -1.792356e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -17923552.000000 Penalty: 5788.174805
	Iteration 140F: 3 clusters Score -1.792355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -17923566.000000 Penalty: 5788.174805
	Iteration 141Q: 3 clusters Score -1.792357e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -17923574.000000 Penalty: 5788.174805
	Iteration 142Q: 3 clusters Score -1.792357e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -17923582.000000 Penalty: 5788.174805
	Iteration 143Q: 3 clusters Score -1.792358e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -17923612.000000 Penalty: 5788.174805
	Iteration 144Q: 3 clusters Score -1.792361e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -17923596.000000 Penalty: 5788.174805
	Iteration 145Q: 3 clusters Score -1.79236e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -17923622.000000 Penalty: 5788.174805
	Iteration 146Q: 3 clusters Score -1.792362e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -17923660.000000 Penalty: 5788.174805
	Iteration 147Q: 3 clusters Score -1.792366e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -17923692.000000 Penalty: 5788.174805
	Iteration 148Q: 3 clusters Score -1.792369e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -17923702.000000 Penalty: 5788.174805
	Iteration 149Q: 3 clusters Score -1.79237e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -17923694.000000 Penalty: 5788.174805
	Iteration 150Q: 3 clusters Score -1.792369e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -17923722.000000 Penalty: 5788.174805
	Iteration 151Q: 3 clusters Score -1.792372e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -17923762.000000 Penalty: 5788.174805
	Iteration 152Q: 3 clusters Score -1.792376e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -17923776.000000 Penalty: 5788.174805
	Iteration 153Q: 3 clusters Score -1.792378e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -17923750.000000 Penalty: 5788.174805
	Iteration 154Q: 3 clusters Score -1.792375e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -17923774.000000 Penalty: 5788.174805
	Iteration 155Q: 3 clusters Score -1.792377e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -17923748.000000 Penalty: 5788.174805
	Iteration 156Q: 3 clusters Score -1.792375e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -17923786.000000 Penalty: 5788.174805
	Iteration 157Q: 3 clusters Score -1.792379e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -17923776.000000 Penalty: 5788.174805
	Iteration 158Q: 3 clusters Score -1.792378e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -17923788.000000 Penalty: 5788.174805
	Iteration 159Q: 3 clusters Score -1.792379e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -17923774.000000 Penalty: 5788.174805
	Iteration 160F: 3 clusters Score -1.792377e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -17923778.000000 Penalty: 5788.174805
	Iteration 161Q: 3 clusters Score -1.792378e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -17923792.000000 Penalty: 5788.174805
	Iteration 162Q: 3 clusters Score -1.792379e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -17923804.000000 Penalty: 5788.174805
	Iteration 163Q: 3 clusters Score -1.79238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -17923844.000000 Penalty: 5788.174805
	Iteration 164Q: 3 clusters Score -1.792384e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -17923878.000000 Penalty: 5788.174805
	Iteration 165Q: 3 clusters Score -1.792388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -17923870.000000 Penalty: 5788.174805
	Iteration 166Q: 3 clusters Score -1.792387e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -17923878.000000 Penalty: 5788.174805
	Iteration 167Q: 3 clusters Score -1.792388e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -17923846.000000 Penalty: 5788.174805
	Iteration 168Q: 3 clusters Score -1.792385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -17923836.000000 Penalty: 5788.174805
	Iteration 169Q: 3 clusters Score -1.792384e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -17923848.000000 Penalty: 5788.174805
	Iteration 170Q: 3 clusters Score -1.792385e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -17923868.000000 Penalty: 5788.174805
	Iteration 171Q: 3 clusters Score -1.792387e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -17923868.000000 Penalty: 5788.174805
	Iteration 172Q: 3 clusters Score -1.792387e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -17923872.000000 Penalty: 5788.174805
	Iteration 173Q: 3 clusters Score -1.792387e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -17923866.000000 Penalty: 5788.174805
	Iteration 174Q: 3 clusters Score -1.792387e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -17923870.000000 Penalty: 5788.174805
	Iteration 175Q: 3 clusters Score -1.792387e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -17923862.000000 Penalty: 5788.174805
	Iteration 176Q: 3 clusters Score -1.792386e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -17923836.000000 Penalty: 5788.174805
	Iteration 177Q: 3 clusters Score -1.792384e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -17923846.000000 Penalty: 5788.174805
	Iteration 178Q: 3 clusters Score -1.792385e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -17923856.000000 Penalty: 5788.174805
	Iteration 179Q: 3 clusters Score -1.792386e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -17923882.000000 Penalty: 5788.174805
	Iteration 180F: 3 clusters Score -1.792388e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -17923914.000000 Penalty: 5788.174805
	Iteration 181Q: 3 clusters Score -1.792391e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -17923912.000000 Penalty: 5788.174805
	Iteration 182Q: 3 clusters Score -1.792391e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -17923914.000000 Penalty: 5788.174805
	Iteration 183Q: 3 clusters Score -1.792391e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -17923918.000000 Penalty: 5788.174805
	Iteration 184Q: 3 clusters Score -1.792392e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -17923920.000000 Penalty: 5788.174805
	Iteration 185Q: 3 clusters Score -1.792392e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -17923916.000000 Penalty: 5788.174805
	Iteration 186Q: 3 clusters Score -1.792392e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -17923908.000000 Penalty: 5788.174805
	Iteration 187Q: 3 clusters Score -1.792391e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -17923920.000000 Penalty: 5788.174805
	Iteration 188Q: 3 clusters Score -1.792392e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -17923878.000000 Penalty: 5788.174805
	Iteration 189Q: 3 clusters Score -1.792388e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -17923854.000000 Penalty: 5788.174805
	Iteration 190Q: 3 clusters Score -1.792385e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -17923868.000000 Penalty: 5788.174805
	Iteration 191Q: 3 clusters Score -1.792387e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -17923856.000000 Penalty: 5788.174805
	Iteration 192Q: 3 clusters Score -1.792386e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -17923842.000000 Penalty: 5788.174805
	Iteration 193Q: 3 clusters Score -1.792384e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -17923826.000000 Penalty: 5788.174805
	Iteration 194Q: 3 clusters Score -1.792383e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -17923814.000000 Penalty: 5788.174805
	Iteration 195Q: 3 clusters Score -1.792381e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -17923794.000000 Penalty: 5788.174805
	Iteration 196Q: 3 clusters Score -1.792379e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -17923814.000000 Penalty: 5788.174805
	Iteration 197Q: 3 clusters Score -1.792381e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -17923800.000000 Penalty: 5788.174805
	Iteration 198Q: 3 clusters Score -1.79238e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -17923772.000000 Penalty: 5788.174805
	Iteration 199Q: 3 clusters Score -1.792377e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -17923802.000000 Penalty: 5788.174805
	Iteration 200F: 3 clusters Score -1.79238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -17923746.000000 Penalty: 5788.174805
	Iteration 201Q: 3 clusters Score -1.792375e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -17923738.000000 Penalty: 5788.174805
	Iteration 202Q: 3 clusters Score -1.792374e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -17923750.000000 Penalty: 5788.174805
	Iteration 203Q: 3 clusters Score -1.792375e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -17923744.000000 Penalty: 5788.174805
	Iteration 204Q: 3 clusters Score -1.792374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -17923754.000000 Penalty: 5788.174805
	Iteration 205Q: 3 clusters Score -1.792375e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -17923686.000000 Penalty: 5788.174805
	Iteration 206Q: 3 clusters Score -1.792369e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -17923678.000000 Penalty: 5788.174805
	Iteration 207Q: 3 clusters Score -1.792368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -17923650.000000 Penalty: 5788.174805
	Iteration 208Q: 3 clusters Score -1.792365e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -17923614.000000 Penalty: 5788.174805
	Iteration 209Q: 3 clusters Score -1.792361e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -17923584.000000 Penalty: 5788.174805
	Iteration 210Q: 3 clusters Score -1.792358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -17923562.000000 Penalty: 5788.174805
	Iteration 211Q: 3 clusters Score -1.792356e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -17923592.000000 Penalty: 5788.174805
	Iteration 212Q: 3 clusters Score -1.792359e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -17923604.000000 Penalty: 5788.174805
	Iteration 213Q: 3 clusters Score -1.79236e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -17923600.000000 Penalty: 5788.174805
	Iteration 214Q: 3 clusters Score -1.79236e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -17923588.000000 Penalty: 5788.174805
	Iteration 215Q: 3 clusters Score -1.792359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -17923570.000000 Penalty: 5788.174805
	Iteration 216Q: 3 clusters Score -1.792357e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -17923564.000000 Penalty: 5788.174805
	Iteration 217Q: 3 clusters Score -1.792356e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -17923550.000000 Penalty: 5788.174805
	Iteration 218Q: 3 clusters Score -1.792355e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -17923516.000000 Penalty: 5788.174805
	Iteration 219Q: 3 clusters Score -1.792352e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -17923504.000000 Penalty: 5788.174805
	Iteration 220F: 3 clusters Score -1.79235e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -17923490.000000 Penalty: 5788.174805
	Iteration 221Q: 3 clusters Score -1.792349e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -17923486.000000 Penalty: 5788.174805
	Iteration 222Q: 3 clusters Score -1.792349e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -17923442.000000 Penalty: 5788.174805
	Iteration 223Q: 3 clusters Score -1.792344e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -17923438.000000 Penalty: 5788.174805
	Iteration 224Q: 3 clusters Score -1.792344e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -17923362.000000 Penalty: 5788.174805
	Iteration 225Q: 3 clusters Score -1.792336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -17923336.000000 Penalty: 5788.174805
	Iteration 226Q: 3 clusters Score -1.792334e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -17923302.000000 Penalty: 5788.174805
	Iteration 227Q: 3 clusters Score -1.79233e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -17923302.000000 Penalty: 5788.174805
	Iteration 228Q: 3 clusters Score -1.79233e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -17923274.000000 Penalty: 5788.174805
	Iteration 229Q: 3 clusters Score -1.792327e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -17923274.000000 Penalty: 5788.174805
	Iteration 230Q: 3 clusters Score -1.792327e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -17923238.000000 Penalty: 5788.174805
	Iteration 231Q: 3 clusters Score -1.792324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -17923232.000000 Penalty: 5788.174805
	Iteration 232Q: 3 clusters Score -1.792323e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -17923240.000000 Penalty: 5788.174805
	Iteration 233Q: 3 clusters Score -1.792324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -17923228.000000 Penalty: 5788.174805
	Iteration 234Q: 3 clusters Score -1.792323e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -17923198.000000 Penalty: 5788.174805
	Iteration 235Q: 3 clusters Score -1.79232e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -17923138.000000 Penalty: 5788.174805
	Iteration 236Q: 3 clusters Score -1.792314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -17923088.000000 Penalty: 5788.174805
	Iteration 237Q: 3 clusters Score -1.792309e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -17923068.000000 Penalty: 5788.174805
	Iteration 238Q: 3 clusters Score -1.792307e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -17923054.000000 Penalty: 5788.174805
	Iteration 239Q: 3 clusters Score -1.792305e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -17923018.000000 Penalty: 5788.174805
	Iteration 240F: 3 clusters Score -1.792302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -17923006.000000 Penalty: 5788.174805
	Iteration 241Q: 3 clusters Score -1.792301e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -17922994.000000 Penalty: 5788.174805
	Iteration 242Q: 3 clusters Score -1.792299e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -17922972.000000 Penalty: 5788.174805
	Iteration 243Q: 3 clusters Score -1.792297e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -17922946.000000 Penalty: 5788.174805
	Iteration 244Q: 3 clusters Score -1.792295e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -17922928.000000 Penalty: 5788.174805
	Iteration 245Q: 3 clusters Score -1.792293e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -17922926.000000 Penalty: 5788.174805
	Iteration 246Q: 3 clusters Score -1.792293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -17922904.000000 Penalty: 5788.174805
	Iteration 247Q: 3 clusters Score -1.79229e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -17922882.000000 Penalty: 5788.174805
	Iteration 248Q: 3 clusters Score -1.792288e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -17922872.000000 Penalty: 5788.174805
	Iteration 249Q: 3 clusters Score -1.792287e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -17922854.000000 Penalty: 5788.174805
	Iteration 250Q: 3 clusters Score -1.792285e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -17922830.000000 Penalty: 5788.174805
	Iteration 251Q: 3 clusters Score -1.792283e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -17922844.000000 Penalty: 5788.174805
	Iteration 252Q: 3 clusters Score -1.792284e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -17922824.000000 Penalty: 5788.174805
	Iteration 253Q: 3 clusters Score -1.792282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -17922800.000000 Penalty: 5788.174805
	Iteration 254Q: 3 clusters Score -1.79228e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -17922760.000000 Penalty: 5788.174805
	Iteration 255Q: 3 clusters Score -1.792276e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -17922724.000000 Penalty: 5788.174805
	Iteration 256Q: 3 clusters Score -1.792272e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -17922698.000000 Penalty: 5788.174805
	Iteration 257Q: 3 clusters Score -1.79227e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -17922652.000000 Penalty: 5788.174805
	Iteration 258Q: 3 clusters Score -1.792265e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -17922632.000000 Penalty: 5788.174805
	Iteration 259Q: 3 clusters Score -1.792263e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -17922604.000000 Penalty: 5788.174805
	Iteration 260F: 3 clusters Score -1.79226e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -17922578.000000 Penalty: 5788.174805
	Iteration 261Q: 3 clusters Score -1.792258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -17922578.000000 Penalty: 5788.174805
	Iteration 262Q: 3 clusters Score -1.792258e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -17922584.000000 Penalty: 5788.174805
	Iteration 263Q: 3 clusters Score -1.792258e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -17922556.000000 Penalty: 5788.174805
	Iteration 264Q: 3 clusters Score -1.792256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -17922546.000000 Penalty: 5788.174805
	Iteration 265Q: 3 clusters Score -1.792255e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -17922492.000000 Penalty: 5788.174805
	Iteration 266Q: 3 clusters Score -1.792249e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -17922480.000000 Penalty: 5788.174805
	Iteration 267Q: 3 clusters Score -1.792248e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -17922472.000000 Penalty: 5788.174805
	Iteration 268Q: 3 clusters Score -1.792247e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -17922472.000000 Penalty: 5788.174805
	Iteration 269Q: 3 clusters Score -1.792247e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -17922430.000000 Penalty: 5788.174805
	Iteration 270Q: 3 clusters Score -1.792243e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -17922452.000000 Penalty: 5788.174805
	Iteration 271Q: 3 clusters Score -1.792245e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -17922406.000000 Penalty: 5788.174805
	Iteration 272Q: 3 clusters Score -1.792241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -17922412.000000 Penalty: 5788.174805
	Iteration 273Q: 3 clusters Score -1.792241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -17922382.000000 Penalty: 5788.174805
	Iteration 274Q: 3 clusters Score -1.792238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -17922378.000000 Penalty: 5788.174805
	Iteration 275Q: 3 clusters Score -1.792238e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -17922346.000000 Penalty: 5788.174805
	Iteration 276Q: 3 clusters Score -1.792235e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -17922320.000000 Penalty: 5788.174805
	Iteration 277Q: 3 clusters Score -1.792232e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -17922294.000000 Penalty: 5788.174805
	Iteration 278Q: 3 clusters Score -1.792229e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -17922284.000000 Penalty: 5788.174805
	Iteration 279Q: 3 clusters Score -1.792228e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -17922292.000000 Penalty: 5788.174805
	Iteration 280F: 3 clusters Score -1.792229e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -17922268.000000 Penalty: 5788.174805
	Iteration 281Q: 3 clusters Score -1.792227e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -17922224.000000 Penalty: 5788.174805
	Iteration 282Q: 3 clusters Score -1.792222e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -17922206.000000 Penalty: 5788.174805
	Iteration 283Q: 3 clusters Score -1.792221e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -17922162.000000 Penalty: 5788.174805
	Iteration 284Q: 3 clusters Score -1.792216e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -17922174.000000 Penalty: 5788.174805
	Iteration 285Q: 3 clusters Score -1.792217e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -17922142.000000 Penalty: 5788.174805
	Iteration 286Q: 3 clusters Score -1.792214e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -17922134.000000 Penalty: 5788.174805
	Iteration 287Q: 3 clusters Score -1.792213e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -17922102.000000 Penalty: 5788.174805
	Iteration 288Q: 3 clusters Score -1.79221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -17922064.000000 Penalty: 5788.174805
	Iteration 289Q: 3 clusters Score -1.792206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -17922026.000000 Penalty: 5788.174805
	Iteration 290Q: 3 clusters Score -1.792203e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -17922020.000000 Penalty: 5788.174805
	Iteration 291Q: 3 clusters Score -1.792202e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -17921976.000000 Penalty: 5788.174805
	Iteration 292Q: 3 clusters Score -1.792198e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -17921966.000000 Penalty: 5788.174805
	Iteration 293Q: 3 clusters Score -1.792197e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -17921952.000000 Penalty: 5788.174805
	Iteration 294Q: 3 clusters Score -1.792195e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -17921912.000000 Penalty: 5788.174805
	Iteration 295Q: 3 clusters Score -1.792191e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -17921872.000000 Penalty: 5788.174805
	Iteration 296Q: 3 clusters Score -1.792187e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -17921840.000000 Penalty: 5788.174805
	Iteration 297Q: 3 clusters Score -1.792184e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -17921804.000000 Penalty: 5788.174805
	Iteration 298Q: 3 clusters Score -1.79218e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -17921776.000000 Penalty: 5788.174805
	Iteration 299Q: 3 clusters Score -1.792178e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -17921776.000000 Penalty: 5788.174805
	Iteration 300F: 3 clusters Score -1.792178e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -17921740.000000 Penalty: 5788.174805
	Iteration 301Q: 3 clusters Score -1.792174e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -17921776.000000 Penalty: 5788.174805
	Iteration 302Q: 3 clusters Score -1.792178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -17921748.000000 Penalty: 5788.174805
	Iteration 303Q: 3 clusters Score -1.792175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -17921702.000000 Penalty: 5788.174805
	Iteration 304Q: 3 clusters Score -1.79217e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -17921668.000000 Penalty: 5788.174805
	Iteration 305Q: 3 clusters Score -1.792167e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -17921622.000000 Penalty: 5788.174805
	Iteration 306Q: 3 clusters Score -1.792162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -17921602.000000 Penalty: 5788.174805
	Iteration 307Q: 3 clusters Score -1.79216e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -17921562.000000 Penalty: 5788.174805
	Iteration 308Q: 3 clusters Score -1.792156e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -17921552.000000 Penalty: 5788.174805
	Iteration 309Q: 3 clusters Score -1.792155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -17921532.000000 Penalty: 5788.174805
	Iteration 310Q: 3 clusters Score -1.792153e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -17921504.000000 Penalty: 5788.174805
	Iteration 311Q: 3 clusters Score -1.79215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -17921478.000000 Penalty: 5788.174805
	Iteration 312Q: 3 clusters Score -1.792148e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -17921462.000000 Penalty: 5788.174805
	Iteration 313Q: 3 clusters Score -1.792146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -17921450.000000 Penalty: 5788.174805
	Iteration 314Q: 3 clusters Score -1.792145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -17921416.000000 Penalty: 5788.174805
	Iteration 315Q: 3 clusters Score -1.792142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -17921396.000000 Penalty: 5788.174805
	Iteration 316Q: 3 clusters Score -1.79214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -17921396.000000 Penalty: 5788.174805
	Iteration 317Q: 3 clusters Score -1.79214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -17921382.000000 Penalty: 5788.174805
	Iteration 318Q: 3 clusters Score -1.792138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -17921364.000000 Penalty: 5788.174805
	Iteration 319Q: 3 clusters Score -1.792136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -17921340.000000 Penalty: 5788.174805
	Iteration 320F: 3 clusters Score -1.792134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
Score: -17921360.000000 Penalty: 5788.174805
	Iteration 321Q: 3 clusters Score -1.792136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -17921378.000000 Penalty: 5788.174805
	Iteration 322Q: 3 clusters Score -1.792138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -17921372.000000 Penalty: 5788.174805
	Iteration 323Q: 3 clusters Score -1.792137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -17921350.000000 Penalty: 5788.174805
	Iteration 324Q: 3 clusters Score -1.792135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -17921362.000000 Penalty: 5788.174805
	Iteration 325Q: 3 clusters Score -1.792136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -17921350.000000 Penalty: 5788.174805
	Iteration 326Q: 3 clusters Score -1.792135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -17921340.000000 Penalty: 5788.174805
	Iteration 327Q: 3 clusters Score -1.792134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -17921360.000000 Penalty: 5788.174805
	Iteration 328Q: 3 clusters Score -1.792136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -17921358.000000 Penalty: 5788.174805
	Iteration 329Q: 3 clusters Score -1.792136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -17921360.000000 Penalty: 5788.174805
	Iteration 330Q: 3 clusters Score -1.792136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -17921354.000000 Penalty: 5788.174805
	Iteration 331Q: 3 clusters Score -1.792135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -17921354.000000 Penalty: 5788.174805
	Iteration 332Q: 3 clusters Score -1.792135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -17921370.000000 Penalty: 5788.174805
	Iteration 333Q: 3 clusters Score -1.792137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -17921346.000000 Penalty: 5788.174805
	Iteration 334Q: 3 clusters Score -1.792135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -17921344.000000 Penalty: 5788.174805
	Iteration 335Q: 3 clusters Score -1.792134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -17921352.000000 Penalty: 5788.174805
	Iteration 336Q: 3 clusters Score -1.792135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -17921344.000000 Penalty: 5788.174805
	Iteration 337Q: 3 clusters Score -1.792134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -17921318.000000 Penalty: 5788.174805
	Iteration 338Q: 3 clusters Score -1.792132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -17921320.000000 Penalty: 5788.174805
	Iteration 339Q: 3 clusters Score -1.792132e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -17921318.000000 Penalty: 5788.174805
	Iteration 340F: 3 clusters Score -1.792132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -17921318.000000 Penalty: 5788.174805
	Iteration 341Q: 3 clusters Score -1.792132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -17921304.000000 Penalty: 5788.174805
	Iteration 342Q: 3 clusters Score -1.79213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -17921298.000000 Penalty: 5788.174805
	Iteration 343Q: 3 clusters Score -1.79213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -17921298.000000 Penalty: 5788.174805
	Iteration 344Q: 3 clusters Score -1.79213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -17921274.000000 Penalty: 5788.174805
	Iteration 345Q: 3 clusters Score -1.792127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 104838 members 
Entering Unmasked Estep 
Score: -17921284.000000 Penalty: 5788.174805
	Iteration 346Q: 3 clusters Score -1.792128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 104857 members 
Entering Unmasked Estep 
Score: -17921284.000000 Penalty: 5788.174805
	Iteration 347Q: 3 clusters Score -1.792128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -17921284.000000 Penalty: 5788.174805
	Iteration 348Q: 3 clusters Score -1.792128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -17921286.000000 Penalty: 5788.174805
	Iteration 349Q: 3 clusters Score -1.792129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -17921296.000000 Penalty: 5788.174805
	Iteration 350Q: 3 clusters Score -1.79213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -17921300.000000 Penalty: 5788.174805
	Iteration 351Q: 3 clusters Score -1.79213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -17921308.000000 Penalty: 5788.174805
	Iteration 352Q: 3 clusters Score -1.792131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -17921276.000000 Penalty: 5788.174805
	Iteration 353Q: 3 clusters Score -1.792128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -17921284.000000 Penalty: 5788.174805
	Iteration 354Q: 3 clusters Score -1.792128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -17921286.000000 Penalty: 5788.174805
	Iteration 355Q: 3 clusters Score -1.792129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -17921290.000000 Penalty: 5788.174805
	Iteration 356Q: 3 clusters Score -1.792129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -17921288.000000 Penalty: 5788.174805
	Iteration 357Q: 3 clusters Score -1.792129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -17921286.000000 Penalty: 5788.174805
	Iteration 358Q: 3 clusters Score -1.792129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -17921298.000000 Penalty: 5788.174805
	Iteration 359Q: 3 clusters Score -1.79213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -17921296.000000 Penalty: 5788.174805
	Iteration 360F: 3 clusters Score -1.79213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -17921308.000000 Penalty: 5788.174805
	Iteration 361Q: 3 clusters Score -1.792131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -17921302.000000 Penalty: 5788.174805
	Iteration 362Q: 3 clusters Score -1.79213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -17921312.000000 Penalty: 5788.174805
	Iteration 363Q: 3 clusters Score -1.792131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -17921312.000000 Penalty: 5788.174805
	Iteration 364F: 3 clusters Score -1.792131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 114904 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 124694 members 
Mstep: Class 24 contains 104948 members 
Entering Unmasked Estep 
Score: -137674688.000000 Penalty: 81708.054688
Splitting cluster 22 changes total score from -137623296.000000 to -137674688.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (124694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Entering Unmasked Estep 
Score: -19311698.000000 Penalty: 2909.937256
	Iteration 0F: 2 clusters Score -1.93117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -19252748.000000 Penalty: 5819.874512
	Iteration 0F: 3 clusters Score -1.925275e+07 nChanged 59279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -19287336.000000 Penalty: 5819.874512
	Iteration 1F: 3 clusters Score -1.928734e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -19288650.000000 Penalty: 5819.874512
	Iteration 2Q: 3 clusters Score -1.928865e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -19290450.000000 Penalty: 5819.874512
	Iteration 3Q: 3 clusters Score -1.929045e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -19292908.000000 Penalty: 5819.874512
	Iteration 4Q: 3 clusters Score -1.929291e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -19296330.000000 Penalty: 5819.874512
	Iteration 5F: 3 clusters Score -1.929633e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -19301742.000000 Penalty: 5819.874512
	Iteration 6F: 3 clusters Score -1.930174e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -19309282.000000 Penalty: 5819.874512
	Iteration 7F: 3 clusters Score -1.930928e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -19316780.000000 Penalty: 5819.874512
	Iteration 8F: 3 clusters Score -1.931678e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -19321734.000000 Penalty: 5819.874512
	Iteration 9F: 3 clusters Score -1.932173e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -19323762.000000 Penalty: 5819.874512
	Iteration 10Q: 3 clusters Score -1.932376e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -19324554.000000 Penalty: 5819.874512
	Iteration 11Q: 3 clusters Score -1.932455e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -19325116.000000 Penalty: 5819.874512
	Iteration 12Q: 3 clusters Score -1.932512e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -19325514.000000 Penalty: 5819.874512
	Iteration 13Q: 3 clusters Score -1.932551e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -19325912.000000 Penalty: 5819.874512
	Iteration 14Q: 3 clusters Score -1.932591e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -19326250.000000 Penalty: 5819.874512
	Iteration 15Q: 3 clusters Score -1.932625e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -19326688.000000 Penalty: 5819.874512
	Iteration 16Q: 3 clusters Score -1.932669e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -19327210.000000 Penalty: 5819.874512
	Iteration 17Q: 3 clusters Score -1.932721e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -19327772.000000 Penalty: 5819.874512
	Iteration 18Q: 3 clusters Score -1.932777e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -19328336.000000 Penalty: 5819.874512
	Iteration 19Q: 3 clusters Score -1.932834e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -19328980.000000 Penalty: 5819.874512
	Iteration 20F: 3 clusters Score -1.932898e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -19329514.000000 Penalty: 5819.874512
	Iteration 21Q: 3 clusters Score -1.932951e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -19329948.000000 Penalty: 5819.874512
	Iteration 22Q: 3 clusters Score -1.932995e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -19330346.000000 Penalty: 5819.874512
	Iteration 23Q: 3 clusters Score -1.933035e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -19330360.000000 Penalty: 5819.874512
	Iteration 24Q: 3 clusters Score -1.933036e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -19330382.000000 Penalty: 5819.874512
	Iteration 25Q: 3 clusters Score -1.933038e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -19330332.000000 Penalty: 5819.874512
	Iteration 26Q: 3 clusters Score -1.933033e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -19330236.000000 Penalty: 5819.874512
	Iteration 27Q: 3 clusters Score -1.933024e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -19330112.000000 Penalty: 5819.874512
	Iteration 28Q: 3 clusters Score -1.933011e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -19329944.000000 Penalty: 5819.874512
	Iteration 29Q: 3 clusters Score -1.932994e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -19329818.000000 Penalty: 5819.874512
	Iteration 30Q: 3 clusters Score -1.932982e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -19329636.000000 Penalty: 5819.874512
	Iteration 31Q: 3 clusters Score -1.932964e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -19329464.000000 Penalty: 5819.874512
	Iteration 32Q: 3 clusters Score -1.932946e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -19329264.000000 Penalty: 5819.874512
	Iteration 33Q: 3 clusters Score -1.932926e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -19329022.000000 Penalty: 5819.874512
	Iteration 34Q: 3 clusters Score -1.932902e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -19328688.000000 Penalty: 5819.874512
	Iteration 35Q: 3 clusters Score -1.932869e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -19328430.000000 Penalty: 5819.874512
	Iteration 36Q: 3 clusters Score -1.932843e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -19328244.000000 Penalty: 5819.874512
	Iteration 37Q: 3 clusters Score -1.932824e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -19328102.000000 Penalty: 5819.874512
	Iteration 38Q: 3 clusters Score -1.93281e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 105174 members 
Entering Unmasked Estep 
Score: -19328010.000000 Penalty: 5819.874512
	Iteration 39Q: 3 clusters Score -1.932801e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -19327902.000000 Penalty: 5819.874512
	Iteration 40F: 3 clusters Score -1.93279e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -19327900.000000 Penalty: 5819.874512
	Iteration 41Q: 3 clusters Score -1.93279e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -19327710.000000 Penalty: 5819.874512
	Iteration 42Q: 3 clusters Score -1.932771e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -19327620.000000 Penalty: 5819.874512
	Iteration 43Q: 3 clusters Score -1.932762e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -19327494.000000 Penalty: 5819.874512
	Iteration 44Q: 3 clusters Score -1.932749e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -19327370.000000 Penalty: 5819.874512
	Iteration 45Q: 3 clusters Score -1.932737e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -19327252.000000 Penalty: 5819.874512
	Iteration 46Q: 3 clusters Score -1.932725e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -19327224.000000 Penalty: 5819.874512
	Iteration 47Q: 3 clusters Score -1.932722e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -19327170.000000 Penalty: 5819.874512
	Iteration 48Q: 3 clusters Score -1.932717e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -19327110.000000 Penalty: 5819.874512
	Iteration 49Q: 3 clusters Score -1.932711e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -19327004.000000 Penalty: 5819.874512
	Iteration 50Q: 3 clusters Score -1.9327e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -19326876.000000 Penalty: 5819.874512
	Iteration 51Q: 3 clusters Score -1.932688e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -19326794.000000 Penalty: 5819.874512
	Iteration 52Q: 3 clusters Score -1.932679e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -19326716.000000 Penalty: 5819.874512
	Iteration 53Q: 3 clusters Score -1.932672e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -19326618.000000 Penalty: 5819.874512
	Iteration 54Q: 3 clusters Score -1.932662e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -19326566.000000 Penalty: 5819.874512
	Iteration 55Q: 3 clusters Score -1.932657e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -19326510.000000 Penalty: 5819.874512
	Iteration 56Q: 3 clusters Score -1.932651e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -19326398.000000 Penalty: 5819.874512
	Iteration 57Q: 3 clusters Score -1.93264e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -19326390.000000 Penalty: 5819.874512
	Iteration 58Q: 3 clusters Score -1.932639e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -19326314.000000 Penalty: 5819.874512
	Iteration 59Q: 3 clusters Score -1.932631e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -19326260.000000 Penalty: 5819.874512
	Iteration 60F: 3 clusters Score -1.932626e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -19326182.000000 Penalty: 5819.874512
	Iteration 61Q: 3 clusters Score -1.932618e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -19326098.000000 Penalty: 5819.874512
	Iteration 62Q: 3 clusters Score -1.93261e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 109489 members 
Entering Unmasked Estep 
Score: -19326062.000000 Penalty: 5819.874512
	Iteration 63Q: 3 clusters Score -1.932606e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -19326008.000000 Penalty: 5819.874512
	Iteration 64Q: 3 clusters Score -1.932601e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -19325960.000000 Penalty: 5819.874512
	Iteration 65Q: 3 clusters Score -1.932596e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -19325904.000000 Penalty: 5819.874512
	Iteration 66Q: 3 clusters Score -1.93259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -19325886.000000 Penalty: 5819.874512
	Iteration 67Q: 3 clusters Score -1.932589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 109861 members 
Entering Unmasked Estep 
Score: -19325830.000000 Penalty: 5819.874512
	Iteration 68Q: 3 clusters Score -1.932583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 109920 members 
Entering Unmasked Estep 
Score: -19325818.000000 Penalty: 5819.874512
	Iteration 69Q: 3 clusters Score -1.932582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -19325828.000000 Penalty: 5819.874512
	Iteration 70Q: 3 clusters Score -1.932583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -19325822.000000 Penalty: 5819.874512
	Iteration 71Q: 3 clusters Score -1.932582e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -19325802.000000 Penalty: 5819.874512
	Iteration 72Q: 3 clusters Score -1.93258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -19325754.000000 Penalty: 5819.874512
	Iteration 73Q: 3 clusters Score -1.932575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -19325706.000000 Penalty: 5819.874512
	Iteration 74Q: 3 clusters Score -1.932571e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -19325678.000000 Penalty: 5819.874512
	Iteration 75Q: 3 clusters Score -1.932568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -19325634.000000 Penalty: 5819.874512
	Iteration 76Q: 3 clusters Score -1.932563e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -19325650.000000 Penalty: 5819.874512
	Iteration 77Q: 3 clusters Score -1.932565e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -19325566.000000 Penalty: 5819.874512
	Iteration 78Q: 3 clusters Score -1.932557e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -19325508.000000 Penalty: 5819.874512
	Iteration 79Q: 3 clusters Score -1.932551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -19325456.000000 Penalty: 5819.874512
	Iteration 80F: 3 clusters Score -1.932546e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -19325406.000000 Penalty: 5819.874512
	Iteration 81Q: 3 clusters Score -1.932541e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -19325366.000000 Penalty: 5819.874512
	Iteration 82Q: 3 clusters Score -1.932537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -19325316.000000 Penalty: 5819.874512
	Iteration 83Q: 3 clusters Score -1.932532e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -19325278.000000 Penalty: 5819.874512
	Iteration 84Q: 3 clusters Score -1.932528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -19325238.000000 Penalty: 5819.874512
	Iteration 85Q: 3 clusters Score -1.932524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -19325196.000000 Penalty: 5819.874512
	Iteration 86Q: 3 clusters Score -1.93252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -19325166.000000 Penalty: 5819.874512
	Iteration 87Q: 3 clusters Score -1.932517e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -19325134.000000 Penalty: 5819.874512
	Iteration 88Q: 3 clusters Score -1.932513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -19325106.000000 Penalty: 5819.874512
	Iteration 89Q: 3 clusters Score -1.932511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -19325068.000000 Penalty: 5819.874512
	Iteration 90Q: 3 clusters Score -1.932507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -19325096.000000 Penalty: 5819.874512
	Iteration 91Q: 3 clusters Score -1.93251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -19325072.000000 Penalty: 5819.874512
	Iteration 92Q: 3 clusters Score -1.932507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -19325022.000000 Penalty: 5819.874512
	Iteration 93Q: 3 clusters Score -1.932502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -19324990.000000 Penalty: 5819.874512
	Iteration 94Q: 3 clusters Score -1.932499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -19324958.000000 Penalty: 5819.874512
	Iteration 95Q: 3 clusters Score -1.932496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -19324928.000000 Penalty: 5819.874512
	Iteration 96Q: 3 clusters Score -1.932493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -19324906.000000 Penalty: 5819.874512
	Iteration 97Q: 3 clusters Score -1.932491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -19324920.000000 Penalty: 5819.874512
	Iteration 98Q: 3 clusters Score -1.932492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -19324880.000000 Penalty: 5819.874512
	Iteration 99Q: 3 clusters Score -1.932488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -19324888.000000 Penalty: 5819.874512
	Iteration 100F: 3 clusters Score -1.932489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -19324872.000000 Penalty: 5819.874512
	Iteration 101Q: 3 clusters Score -1.932487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -19324876.000000 Penalty: 5819.874512
	Iteration 102Q: 3 clusters Score -1.932488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -19324886.000000 Penalty: 5819.874512
	Iteration 103Q: 3 clusters Score -1.932489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -19324892.000000 Penalty: 5819.874512
	Iteration 104Q: 3 clusters Score -1.932489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -19324884.000000 Penalty: 5819.874512
	Iteration 105Q: 3 clusters Score -1.932488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -19324872.000000 Penalty: 5819.874512
	Iteration 106Q: 3 clusters Score -1.932487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -19324848.000000 Penalty: 5819.874512
	Iteration 107Q: 3 clusters Score -1.932485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 111329 members 
Entering Unmasked Estep 
Score: -19324832.000000 Penalty: 5819.874512
	Iteration 108Q: 3 clusters Score -1.932483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -19324810.000000 Penalty: 5819.874512
	Iteration 109Q: 3 clusters Score -1.932481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -19324798.000000 Penalty: 5819.874512
	Iteration 110Q: 3 clusters Score -1.93248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 111393 members 
Entering Unmasked Estep 
Score: -19324788.000000 Penalty: 5819.874512
	Iteration 111Q: 3 clusters Score -1.932479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -19324760.000000 Penalty: 5819.874512
	Iteration 112Q: 3 clusters Score -1.932476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -19324748.000000 Penalty: 5819.874512
	Iteration 113Q: 3 clusters Score -1.932475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -19324746.000000 Penalty: 5819.874512
	Iteration 114Q: 3 clusters Score -1.932475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -19324746.000000 Penalty: 5819.874512
	Iteration 115Q: 3 clusters Score -1.932475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -19324732.000000 Penalty: 5819.874512
	Iteration 116Q: 3 clusters Score -1.932473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -19324716.000000 Penalty: 5819.874512
	Iteration 117Q: 3 clusters Score -1.932472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -19324712.000000 Penalty: 5819.874512
	Iteration 118Q: 3 clusters Score -1.932471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -19324700.000000 Penalty: 5819.874512
	Iteration 119Q: 3 clusters Score -1.93247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -19324688.000000 Penalty: 5819.874512
	Iteration 120F: 3 clusters Score -1.932469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 111494 members 
Entering Unmasked Estep 
Score: -19324686.000000 Penalty: 5819.874512
	Iteration 121Q: 3 clusters Score -1.932469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -19324678.000000 Penalty: 5819.874512
	Iteration 122Q: 3 clusters Score -1.932468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -19324684.000000 Penalty: 5819.874512
	Iteration 123Q: 3 clusters Score -1.932468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -19324672.000000 Penalty: 5819.874512
	Iteration 124Q: 3 clusters Score -1.932467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -19324694.000000 Penalty: 5819.874512
	Iteration 125Q: 3 clusters Score -1.932469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -19324670.000000 Penalty: 5819.874512
	Iteration 126Q: 3 clusters Score -1.932467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -19324674.000000 Penalty: 5819.874512
	Iteration 127Q: 3 clusters Score -1.932467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -19324646.000000 Penalty: 5819.874512
	Iteration 128Q: 3 clusters Score -1.932465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -19324650.000000 Penalty: 5819.874512
	Iteration 129Q: 3 clusters Score -1.932465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -19324640.000000 Penalty: 5819.874512
	Iteration 130Q: 3 clusters Score -1.932464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -19324624.000000 Penalty: 5819.874512
	Iteration 131Q: 3 clusters Score -1.932462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -19324614.000000 Penalty: 5819.874512
	Iteration 132Q: 3 clusters Score -1.932461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -19324620.000000 Penalty: 5819.874512
	Iteration 133Q: 3 clusters Score -1.932462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -19324610.000000 Penalty: 5819.874512
	Iteration 134Q: 3 clusters Score -1.932461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -19324602.000000 Penalty: 5819.874512
	Iteration 135Q: 3 clusters Score -1.93246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -19324602.000000 Penalty: 5819.874512
	Iteration 136Q: 3 clusters Score -1.93246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -19324608.000000 Penalty: 5819.874512
	Iteration 137Q: 3 clusters Score -1.932461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -19324600.000000 Penalty: 5819.874512
	Iteration 138Q: 3 clusters Score -1.93246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -19324584.000000 Penalty: 5819.874512
	Iteration 139Q: 3 clusters Score -1.932458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -19324584.000000 Penalty: 5819.874512
	Iteration 140F: 3 clusters Score -1.932458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 111633 members 
Entering Unmasked Estep 
Score: -19324584.000000 Penalty: 5819.874512
	Iteration 141Q: 3 clusters Score -1.932458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -19324592.000000 Penalty: 5819.874512
	Iteration 142Q: 3 clusters Score -1.932459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 111645 members 
Entering Unmasked Estep 
Score: -19324584.000000 Penalty: 5819.874512
	Iteration 143Q: 3 clusters Score -1.932458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -19324584.000000 Penalty: 5819.874512
	Iteration 144Q: 3 clusters Score -1.932458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 111660 members 
Entering Unmasked Estep 
Score: -19324576.000000 Penalty: 5819.874512
	Iteration 145Q: 3 clusters Score -1.932458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -19324576.000000 Penalty: 5819.874512
	Iteration 146Q: 3 clusters Score -1.932458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -19324566.000000 Penalty: 5819.874512
	Iteration 147Q: 3 clusters Score -1.932457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -19324564.000000 Penalty: 5819.874512
	Iteration 148Q: 3 clusters Score -1.932456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -19324560.000000 Penalty: 5819.874512
	Iteration 149Q: 3 clusters Score -1.932456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -19324560.000000 Penalty: 5819.874512
	Iteration 150F: 3 clusters Score -1.932456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 3 contains 88618 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 114904 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 104948 members 
Mstep: Class 25 contains 111667 members 
Entering Unmasked Estep 
Score: -137688544.000000 Penalty: 85112.554688
Splitting cluster 23 changes total score from -137623296.000000 to -137688544.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 105145 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 13027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137711376.000000 Penalty: 85112.554688
Iteration 39Q: 26 clusters Score -1.377114e+08 nChanged 47160
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 106412 members 
Mstep: Class 3 contains 99871 members 
Mstep: Class 4 contains 52296 members 
Mstep: Class 5 contains 32789 members 
Mstep: Class 6 contains 7238 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 56296 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 17418 members 
Mstep: Class 14 contains 119327 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 110373 members 
Mstep: Class 17 contains 20970 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 27086 members 
Mstep: Class 20 contains 3786 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 13688 members 
Mstep: Class 23 contains 15055 members 
Mstep: Class 24 contains 98748 members 
Mstep: Class 25 contains 107202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137737264.000000 Penalty: 85112.554688
Iteration 40F: 26 clusters Score -1.377373e+08 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 103904 members 
Mstep: Class 3 contains 111961 members 
Mstep: Class 4 contains 50848 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 7164 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 55909 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 17406 members 
Mstep: Class 14 contains 113928 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 107996 members 
Mstep: Class 17 contains 20827 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 27169 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 6587 members 
Mstep: Class 22 contains 14693 members 
Mstep: Class 23 contains 16599 members 
Mstep: Class 24 contains 96211 members 
Mstep: Class 25 contains 107743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137745488.000000 Penalty: 85112.554688
Iteration 41Q: 26 clusters Score -1.377455e+08 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 102025 members 
Mstep: Class 3 contains 119288 members 
Mstep: Class 4 contains 49808 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 7167 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 55629 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 110641 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 106691 members 
Mstep: Class 17 contains 20806 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 27324 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 15665 members 
Mstep: Class 23 contains 18366 members 
Mstep: Class 24 contains 94150 members 
Mstep: Class 25 contains 107616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137749040.000000 Penalty: 85112.554688
Iteration 42Q: 26 clusters Score -1.37749e+08 nChanged 21147
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 101454 members 
Mstep: Class 3 contains 123833 members 
Mstep: Class 4 contains 48971 members 
Mstep: Class 5 contains 31513 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 55378 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 107832 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 105776 members 
Mstep: Class 17 contains 20795 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 27513 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 16660 members 
Mstep: Class 23 contains 20205 members 
Mstep: Class 24 contains 92233 members 
Mstep: Class 25 contains 107398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137750560.000000 Penalty: 85112.554688
Iteration 43Q: 26 clusters Score -1.377506e+08 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 101476 members 
Mstep: Class 3 contains 126126 members 
Mstep: Class 4 contains 48358 members 
Mstep: Class 5 contains 31481 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 55201 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 105800 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 105052 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 27723 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 7453 members 
Mstep: Class 22 contains 17677 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 90531 members 
Mstep: Class 25 contains 107111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137752640.000000 Penalty: 85112.554688
Iteration 44Q: 26 clusters Score -1.377526e+08 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 101691 members 
Mstep: Class 3 contains 126889 members 
Mstep: Class 4 contains 47869 members 
Mstep: Class 5 contains 31555 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 55048 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4685 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 17018 members 
Mstep: Class 14 contains 104591 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 104782 members 
Mstep: Class 17 contains 20752 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 7697 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 23812 members 
Mstep: Class 24 contains 88840 members 
Mstep: Class 25 contains 106783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753152.000000 Penalty: 85112.554688
Iteration 45Q: 26 clusters Score -1.377532e+08 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 101878 members 
Mstep: Class 3 contains 126727 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 31694 members 
Mstep: Class 6 contains 7219 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 54909 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4680 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16913 members 
Mstep: Class 14 contains 103846 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 104600 members 
Mstep: Class 17 contains 20699 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 28127 members 
Mstep: Class 20 contains 3552 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 19591 members 
Mstep: Class 23 contains 25484 members 
Mstep: Class 24 contains 87299 members 
Mstep: Class 25 contains 106634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137754944.000000 Penalty: 85112.554688
Iteration 46Q: 26 clusters Score -1.377549e+08 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 102135 members 
Mstep: Class 3 contains 126021 members 
Mstep: Class 4 contains 47169 members 
Mstep: Class 5 contains 31810 members 
Mstep: Class 6 contains 7239 members 
Mstep: Class 7 contains 6843 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 54795 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16801 members 
Mstep: Class 14 contains 103438 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 104508 members 
Mstep: Class 17 contains 20628 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 28336 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 20503 members 
Mstep: Class 23 contains 27075 members 
Mstep: Class 24 contains 85761 members 
Mstep: Class 25 contains 106558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137756000.000000 Penalty: 85112.554688
Iteration 47Q: 26 clusters Score -1.37756e+08 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 102496 members 
Mstep: Class 3 contains 124887 members 
Mstep: Class 4 contains 46867 members 
Mstep: Class 5 contains 31953 members 
Mstep: Class 6 contains 7263 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 54731 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16705 members 
Mstep: Class 14 contains 103205 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 104479 members 
Mstep: Class 17 contains 20509 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 28541 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 8479 members 
Mstep: Class 22 contains 21385 members 
Mstep: Class 23 contains 28595 members 
Mstep: Class 24 contains 84219 members 
Mstep: Class 25 contains 106631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137757520.000000 Penalty: 85112.554688
Iteration 48Q: 26 clusters Score -1.377575e+08 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 102910 members 
Mstep: Class 3 contains 123527 members 
Mstep: Class 4 contains 46645 members 
Mstep: Class 5 contains 32101 members 
Mstep: Class 6 contains 7271 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 54674 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16617 members 
Mstep: Class 14 contains 103078 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 104459 members 
Mstep: Class 17 contains 20349 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 28776 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 8750 members 
Mstep: Class 22 contains 22273 members 
Mstep: Class 23 contains 30046 members 
Mstep: Class 24 contains 82609 members 
Mstep: Class 25 contains 106717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137759280.000000 Penalty: 85112.554688
Iteration 49Q: 26 clusters Score -1.377593e+08 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 103339 members 
Mstep: Class 3 contains 122206 members 
Mstep: Class 4 contains 46466 members 
Mstep: Class 5 contains 32213 members 
Mstep: Class 6 contains 7294 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 54624 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16511 members 
Mstep: Class 14 contains 102945 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 104410 members 
Mstep: Class 17 contains 20230 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 28981 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 23125 members 
Mstep: Class 23 contains 31404 members 
Mstep: Class 24 contains 81123 members 
Mstep: Class 25 contains 106801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137760656.000000 Penalty: 85112.554688
Iteration 50Q: 26 clusters Score -1.377607e+08 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 103736 members 
Mstep: Class 3 contains 120707 members 
Mstep: Class 4 contains 46320 members 
Mstep: Class 5 contains 32310 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 54560 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16416 members 
Mstep: Class 14 contains 103048 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 104267 members 
Mstep: Class 17 contains 20091 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 29184 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 23969 members 
Mstep: Class 23 contains 32677 members 
Mstep: Class 24 contains 79807 members 
Mstep: Class 25 contains 106893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137762208.000000 Penalty: 85112.554688
Iteration 51Q: 26 clusters Score -1.377622e+08 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 104234 members 
Mstep: Class 3 contains 119224 members 
Mstep: Class 4 contains 46204 members 
Mstep: Class 5 contains 32398 members 
Mstep: Class 6 contains 7353 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 54550 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16342 members 
Mstep: Class 14 contains 103152 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 104043 members 
Mstep: Class 17 contains 19931 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 29349 members 
Mstep: Class 20 contains 3500 members 
Mstep: Class 21 contains 9433 members 
Mstep: Class 22 contains 24771 members 
Mstep: Class 23 contains 33902 members 
Mstep: Class 24 contains 78634 members 
Mstep: Class 25 contains 106934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763520.000000 Penalty: 85112.554688
Iteration 52Q: 26 clusters Score -1.377635e+08 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 104716 members 
Mstep: Class 3 contains 117822 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 32459 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 54549 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16264 members 
Mstep: Class 14 contains 103236 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 103843 members 
Mstep: Class 17 contains 19808 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 29486 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9605 members 
Mstep: Class 22 contains 25577 members 
Mstep: Class 23 contains 35070 members 
Mstep: Class 24 contains 77529 members 
Mstep: Class 25 contains 106875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137764240.000000 Penalty: 85112.554688
Iteration 53Q: 26 clusters Score -1.377642e+08 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 105187 members 
Mstep: Class 3 contains 116415 members 
Mstep: Class 4 contains 46023 members 
Mstep: Class 5 contains 32497 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 54546 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 103335 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 103678 members 
Mstep: Class 17 contains 19716 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 29625 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 9764 members 
Mstep: Class 22 contains 26339 members 
Mstep: Class 23 contains 36165 members 
Mstep: Class 24 contains 76536 members 
Mstep: Class 25 contains 106789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765936.000000 Penalty: 85112.554688
Iteration 54Q: 26 clusters Score -1.377659e+08 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 105557 members 
Mstep: Class 3 contains 114963 members 
Mstep: Class 4 contains 45920 members 
Mstep: Class 5 contains 32536 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 54553 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 103626 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 103533 members 
Mstep: Class 17 contains 19662 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 9913 members 
Mstep: Class 22 contains 27042 members 
Mstep: Class 23 contains 37212 members 
Mstep: Class 24 contains 75635 members 
Mstep: Class 25 contains 106684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137766464.000000 Penalty: 85112.554688
Iteration 55Q: 26 clusters Score -1.377665e+08 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 105822 members 
Mstep: Class 3 contains 113624 members 
Mstep: Class 4 contains 45822 members 
Mstep: Class 5 contains 32605 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 54589 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 16010 members 
Mstep: Class 14 contains 103955 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 103301 members 
Mstep: Class 17 contains 19617 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 38213 members 
Mstep: Class 24 contains 74878 members 
Mstep: Class 25 contains 106529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767904.000000 Penalty: 85112.554688
Iteration 56Q: 26 clusters Score -1.377679e+08 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 106130 members 
Mstep: Class 3 contains 112300 members 
Mstep: Class 4 contains 45712 members 
Mstep: Class 5 contains 32640 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 6716 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 54638 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15952 members 
Mstep: Class 14 contains 104274 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 103050 members 
Mstep: Class 17 contains 19577 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 29934 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 10197 members 
Mstep: Class 22 contains 28304 members 
Mstep: Class 23 contains 39142 members 
Mstep: Class 24 contains 74156 members 
Mstep: Class 25 contains 106398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137768704.000000 Penalty: 85112.554688
Iteration 57Q: 26 clusters Score -1.377687e+08 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 111181 members 
Mstep: Class 4 contains 45619 members 
Mstep: Class 5 contains 32650 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 54710 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15898 members 
Mstep: Class 14 contains 104558 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 102661 members 
Mstep: Class 17 contains 19534 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 30024 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 10317 members 
Mstep: Class 22 contains 28921 members 
Mstep: Class 23 contains 40045 members 
Mstep: Class 24 contains 73524 members 
Mstep: Class 25 contains 106229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137770224.000000 Penalty: 85112.554688
Iteration 58Q: 26 clusters Score -1.377702e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 106703 members 
Mstep: Class 3 contains 110066 members 
Mstep: Class 4 contains 45551 members 
Mstep: Class 5 contains 32659 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 54804 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15849 members 
Mstep: Class 14 contains 104837 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 102198 members 
Mstep: Class 17 contains 19476 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 30119 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 10434 members 
Mstep: Class 22 contains 29554 members 
Mstep: Class 23 contains 40913 members 
Mstep: Class 24 contains 72921 members 
Mstep: Class 25 contains 106001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772080.000000 Penalty: 85112.554688
Iteration 59Q: 26 clusters Score -1.377721e+08 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 107027 members 
Mstep: Class 3 contains 109149 members 
Mstep: Class 4 contains 45481 members 
Mstep: Class 5 contains 32655 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 54902 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 105049 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 101753 members 
Mstep: Class 17 contains 19442 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 30190 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10540 members 
Mstep: Class 22 contains 30136 members 
Mstep: Class 23 contains 41716 members 
Mstep: Class 24 contains 72367 members 
Mstep: Class 25 contains 105728 members 
Entering Unmasked Estep 
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Score: -137773536.000000 Penalty: 85112.554688
Iteration 60F: 26 clusters Score -1.377735e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 107311 members 
Mstep: Class 3 contains 108407 members 
Mstep: Class 4 contains 45412 members 
Mstep: Class 5 contains 32655 members 
Mstep: Class 6 contains 7651 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 54966 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 105025 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 101238 members 
Mstep: Class 17 contains 19389 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 30275 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 10627 members 
Mstep: Class 22 contains 30711 members 
Mstep: Class 23 contains 42712 members 
Mstep: Class 24 contains 71839 members 
Mstep: Class 25 contains 105479 members 
Entering Unmasked Estep 
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Iteration 61Q: 26 clusters Score -1.377745e+08 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 107619 members 
Mstep: Class 3 contains 107691 members 
Mstep: Class 4 contains 45331 members 
Mstep: Class 5 contains 32661 members 
Mstep: Class 6 contains 7691 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 55055 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 104963 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 100801 members 
Mstep: Class 17 contains 19357 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 30321 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10718 members 
Mstep: Class 22 contains 31247 members 
Mstep: Class 23 contains 43657 members 
Mstep: Class 24 contains 71389 members 
Mstep: Class 25 contains 105177 members 
Entering Unmasked Estep 
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Iteration 62Q: 26 clusters Score -1.377761e+08 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 107897 members 
Mstep: Class 3 contains 107056 members 
Mstep: Class 4 contains 45244 members 
Mstep: Class 5 contains 32685 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 55134 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15608 members 
Mstep: Class 14 contains 104960 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 100456 members 
Mstep: Class 17 contains 19330 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 30373 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 10779 members 
Mstep: Class 22 contains 31727 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 70966 members 
Mstep: Class 25 contains 104814 members 
Entering Unmasked Estep 
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Iteration 63Q: 26 clusters Score -1.377772e+08 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 108145 members 
Mstep: Class 3 contains 106515 members 
Mstep: Class 4 contains 45200 members 
Mstep: Class 5 contains 32679 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55213 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15527 members 
Mstep: Class 14 contains 104983 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 100194 members 
Mstep: Class 17 contains 19313 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30401 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 32162 members 
Mstep: Class 23 contains 45410 members 
Mstep: Class 24 contains 70553 members 
Mstep: Class 25 contains 104350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137777824.000000 Penalty: 85112.554688
Iteration 64Q: 26 clusters Score -1.377778e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 108302 members 
Mstep: Class 3 contains 106089 members 
Mstep: Class 4 contains 45131 members 
Mstep: Class 5 contains 32719 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55294 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15471 members 
Mstep: Class 14 contains 105002 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 99851 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30424 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 32555 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 70182 members 
Mstep: Class 25 contains 103933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137779136.000000 Penalty: 85112.554688
Iteration 65Q: 26 clusters Score -1.377791e+08 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 108372 members 
Mstep: Class 3 contains 105769 members 
Mstep: Class 4 contains 45068 members 
Mstep: Class 5 contains 32751 members 
Mstep: Class 6 contains 7838 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 55393 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 104975 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 99606 members 
Mstep: Class 17 contains 19236 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30435 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 21 contains 10930 members 
Mstep: Class 22 contains 32899 members 
Mstep: Class 23 contains 47068 members 
Mstep: Class 24 contains 69843 members 
Mstep: Class 25 contains 103529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137780080.000000 Penalty: 85112.554688
Iteration 66Q: 26 clusters Score -1.377801e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 108457 members 
Mstep: Class 3 contains 105386 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 32786 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55492 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15343 members 
Mstep: Class 14 contains 104961 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 99377 members 
Mstep: Class 17 contains 19202 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30444 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 33267 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 69483 members 
Mstep: Class 25 contains 103206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781072.000000 Penalty: 85112.554688
Iteration 67Q: 26 clusters Score -1.377811e+08 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 108540 members 
Mstep: Class 3 contains 104939 members 
Mstep: Class 4 contains 44943 members 
Mstep: Class 5 contains 32813 members 
Mstep: Class 6 contains 7915 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55576 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15279 members 
Mstep: Class 14 contains 104950 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 99230 members 
Mstep: Class 17 contains 19179 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30454 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 33609 members 
Mstep: Class 23 contains 48582 members 
Mstep: Class 24 contains 69127 members 
Mstep: Class 25 contains 102910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781648.000000 Penalty: 85112.554688
Iteration 68Q: 26 clusters Score -1.377816e+08 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 108616 members 
Mstep: Class 3 contains 104574 members 
Mstep: Class 4 contains 44897 members 
Mstep: Class 5 contains 32834 members 
Mstep: Class 6 contains 7943 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55655 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 104884 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 99037 members 
Mstep: Class 17 contains 19159 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30460 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 33946 members 
Mstep: Class 23 contains 49291 members 
Mstep: Class 24 contains 68808 members 
Mstep: Class 25 contains 102673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782480.000000 Penalty: 85112.554688
Iteration 69Q: 26 clusters Score -1.377825e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 108719 members 
Mstep: Class 3 contains 104222 members 
Mstep: Class 4 contains 44863 members 
Mstep: Class 5 contains 32850 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55724 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15166 members 
Mstep: Class 14 contains 104817 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98890 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 34234 members 
Mstep: Class 23 contains 49958 members 
Mstep: Class 24 contains 68493 members 
Mstep: Class 25 contains 102446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783312.000000 Penalty: 85112.554688
Iteration 70Q: 26 clusters Score -1.377833e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 108822 members 
Mstep: Class 3 contains 103928 members 
Mstep: Class 4 contains 44821 members 
Mstep: Class 5 contains 32864 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 55773 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15110 members 
Mstep: Class 14 contains 104729 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98741 members 
Mstep: Class 17 contains 19123 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30477 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 34501 members 
Mstep: Class 23 contains 50610 members 
Mstep: Class 24 contains 68191 members 
Mstep: Class 25 contains 102221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784160.000000 Penalty: 85112.554688
Iteration 71Q: 26 clusters Score -1.377842e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 108884 members 
Mstep: Class 3 contains 103702 members 
Mstep: Class 4 contains 44782 members 
Mstep: Class 5 contains 32889 members 
Mstep: Class 6 contains 8029 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55822 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 104590 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98604 members 
Mstep: Class 17 contains 19111 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30484 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 34747 members 
Mstep: Class 23 contains 51251 members 
Mstep: Class 24 contains 67947 members 
Mstep: Class 25 contains 101992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784656.000000 Penalty: 85112.554688
Iteration 72Q: 26 clusters Score -1.377847e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 108896 members 
Mstep: Class 3 contains 103476 members 
Mstep: Class 4 contains 44746 members 
Mstep: Class 5 contains 32930 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55869 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 104520 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98523 members 
Mstep: Class 17 contains 19098 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30484 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 34962 members 
Mstep: Class 23 contains 51833 members 
Mstep: Class 24 contains 67654 members 
Mstep: Class 25 contains 101780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784960.000000 Penalty: 85112.554688
Iteration 73Q: 26 clusters Score -1.37785e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 108953 members 
Mstep: Class 3 contains 103317 members 
Mstep: Class 4 contains 44727 members 
Mstep: Class 5 contains 32961 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55917 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14930 members 
Mstep: Class 14 contains 104389 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98457 members 
Mstep: Class 17 contains 19098 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30491 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 10989 members 
Mstep: Class 22 contains 35127 members 
Mstep: Class 23 contains 52351 members 
Mstep: Class 24 contains 67381 members 
Mstep: Class 25 contains 101579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785376.000000 Penalty: 85112.554688
Iteration 74Q: 26 clusters Score -1.377854e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 109000 members 
Mstep: Class 3 contains 103211 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 33000 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 55961 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 104248 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98378 members 
Mstep: Class 17 contains 19087 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30505 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 10990 members 
Mstep: Class 22 contains 35292 members 
Mstep: Class 23 contains 52821 members 
Mstep: Class 24 contains 67128 members 
Mstep: Class 25 contains 101423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137785408.000000 Penalty: 85112.554688
Iteration 75Q: 26 clusters Score -1.377854e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 108958 members 
Mstep: Class 3 contains 103133 members 
Mstep: Class 4 contains 44664 members 
Mstep: Class 5 contains 33044 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 55990 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14826 members 
Mstep: Class 14 contains 104167 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98283 members 
Mstep: Class 17 contains 19081 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 30494 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 10992 members 
Mstep: Class 22 contains 35461 members 
Mstep: Class 23 contains 53251 members 
Mstep: Class 24 contains 66914 members 
Mstep: Class 25 contains 101310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786112.000000 Penalty: 85112.554688
Iteration 76Q: 26 clusters Score -1.377861e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 108872 members 
Mstep: Class 3 contains 103091 members 
Mstep: Class 4 contains 44654 members 
Mstep: Class 5 contains 33070 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 56016 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 104133 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98171 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30498 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 10993 members 
Mstep: Class 22 contains 35620 members 
Mstep: Class 23 contains 53672 members 
Mstep: Class 24 contains 66711 members 
Mstep: Class 25 contains 101195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786400.000000 Penalty: 85112.554688
Iteration 77Q: 26 clusters Score -1.377864e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 108788 members 
Mstep: Class 3 contains 102998 members 
Mstep: Class 4 contains 44652 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 8225 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 56017 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 104113 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98119 members 
Mstep: Class 17 contains 19072 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30492 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 10994 members 
Mstep: Class 22 contains 35767 members 
Mstep: Class 23 contains 54090 members 
Mstep: Class 24 contains 66510 members 
Mstep: Class 25 contains 101087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787088.000000 Penalty: 85112.554688
Iteration 78Q: 26 clusters Score -1.377871e+08 nChanged 2711
Entering ConstructFrom: 
Score: -137787088.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -1116920.500000 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -1116920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1111005.000000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -1111005 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1112558.250000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -1112558 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1112799.500000 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -1112800 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1112966.000000 Penalty: 4408.412598
	Iteration 3Q: 3 clusters Score -1112966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1113088.000000 Penalty: 4408.412598
	Iteration 4Q: 3 clusters Score -1113088 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1113185.375000 Penalty: 4408.412598
	Iteration 5Q: 3 clusters Score -1113185 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1113254.250000 Penalty: 4408.412598
	Iteration 6Q: 3 clusters Score -1113254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1113317.000000 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -1113317 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1113392.000000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -1113392 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1113473.375000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -1113473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1113565.250000 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -1113565 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1113667.000000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -1113667 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1113785.375000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -1113785 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1113906.250000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -1113906 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1114034.250000 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -1114034 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1114176.875000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -1114177 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1114304.750000 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -1114305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1114433.750000 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -1114434 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1114551.625000 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -1114552 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1114647.000000 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -1114647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1114719.750000 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -1114720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1114773.125000 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -1114773 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1114805.750000 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -1114806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1114831.750000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -1114832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1114855.000000 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -1114855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1114874.250000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -1114874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1114888.750000 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -1114889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1114902.000000 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -1114902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1114914.125000 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -1114914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1114924.875000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -1114925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1114933.750000 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -1114934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1114943.250000 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -1114943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1114950.875000 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -1114951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1114964.375000 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -1114964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1114971.250000 Penalty: 4408.412598
	Iteration 34Q: 3 clusters Score -1114971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1114976.500000 Penalty: 4408.412598
	Iteration 35Q: 3 clusters Score -1114976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1114982.875000 Penalty: 4408.412598
	Iteration 36Q: 3 clusters Score -1114983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1114985.000000 Penalty: 4408.412598
	Iteration 37Q: 3 clusters Score -1114985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1114984.375000 Penalty: 4408.412598
	Iteration 38Q: 3 clusters Score -1114984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1114985.625000 Penalty: 4408.412598
	Iteration 39Q: 3 clusters Score -1114986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1114989.000000 Penalty: 4408.412598
	Iteration 40F: 3 clusters Score -1114989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1114989.000000 Penalty: 4408.412598
	Iteration 41Q: 3 clusters Score -1114989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1114989.375000 Penalty: 4408.412598
	Iteration 42Q: 3 clusters Score -1114989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1114990.125000 Penalty: 4408.412598
	Iteration 43Q: 3 clusters Score -1114990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1114990.375000 Penalty: 4408.412598
	Iteration 44Q: 3 clusters Score -1114990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1114992.000000 Penalty: 4408.412598
	Iteration 45Q: 3 clusters Score -1114992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1114994.250000 Penalty: 4408.412598
	Iteration 46Q: 3 clusters Score -1114994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1114994.250000 Penalty: 4408.412598
	Iteration 47F: 3 clusters Score -1114994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108630 members 
Entering Unmasked Estep 
Score: -16714726.000000 Penalty: 2875.734375
	Iteration 0F: 2 clusters Score -1.671473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -16643826.000000 Penalty: 5751.468750
	Iteration 0F: 3 clusters Score -1.664383e+07 nChanged 51660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -16673241.000000 Penalty: 5751.468750
	Iteration 1F: 3 clusters Score -1.667324e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -16673864.000000 Penalty: 5751.468750
	Iteration 2Q: 3 clusters Score -1.667386e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -16674493.000000 Penalty: 5751.468750
	Iteration 3Q: 3 clusters Score -1.667449e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -16675379.000000 Penalty: 5751.468750
	Iteration 4Q: 3 clusters Score -1.667538e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -16676774.000000 Penalty: 5751.468750
	Iteration 5Q: 3 clusters Score -1.667677e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -16679208.000000 Penalty: 5751.468750
	Iteration 6Q: 3 clusters Score -1.667921e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -16683219.000000 Penalty: 5751.468750
	Iteration 7F: 3 clusters Score -1.668322e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -16689087.000000 Penalty: 5751.468750
	Iteration 8F: 3 clusters Score -1.668909e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -16696746.000000 Penalty: 5751.468750
	Iteration 9F: 3 clusters Score -1.669675e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -16703723.000000 Penalty: 5751.468750
	Iteration 10F: 3 clusters Score -1.670372e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -16708168.000000 Penalty: 5751.468750
	Iteration 11Q: 3 clusters Score -1.670817e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -16710307.000000 Penalty: 5751.468750
	Iteration 12Q: 3 clusters Score -1.671031e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -16711380.000000 Penalty: 5751.468750
	Iteration 13Q: 3 clusters Score -1.671138e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16711815.000000 Penalty: 5751.468750
	Iteration 14Q: 3 clusters Score -1.671182e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16711952.000000 Penalty: 5751.468750
	Iteration 15Q: 3 clusters Score -1.671195e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16712081.000000 Penalty: 5751.468750
	Iteration 16Q: 3 clusters Score -1.671208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16712194.000000 Penalty: 5751.468750
	Iteration 17Q: 3 clusters Score -1.671219e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16712272.000000 Penalty: 5751.468750
	Iteration 18Q: 3 clusters Score -1.671227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16712288.000000 Penalty: 5751.468750
	Iteration 19Q: 3 clusters Score -1.671229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16712313.000000 Penalty: 5751.468750
	Iteration 20F: 3 clusters Score -1.671231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16712331.000000 Penalty: 5751.468750
	Iteration 21Q: 3 clusters Score -1.671233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16712331.000000 Penalty: 5751.468750
	Iteration 22Q: 3 clusters Score -1.671233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16712337.000000 Penalty: 5751.468750
	Iteration 23Q: 3 clusters Score -1.671234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16712341.000000 Penalty: 5751.468750
	Iteration 24Q: 3 clusters Score -1.671234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16712349.000000 Penalty: 5751.468750
	Iteration 25Q: 3 clusters Score -1.671235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16712355.000000 Penalty: 5751.468750
	Iteration 26Q: 3 clusters Score -1.671236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16712368.000000 Penalty: 5751.468750
	Iteration 27Q: 3 clusters Score -1.671237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16712377.000000 Penalty: 5751.468750
	Iteration 28Q: 3 clusters Score -1.671238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -16712377.000000 Penalty: 5751.468750
	Iteration 29Q: 3 clusters Score -1.671238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16712382.000000 Penalty: 5751.468750
	Iteration 30Q: 3 clusters Score -1.671238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16712401.000000 Penalty: 5751.468750
	Iteration 31Q: 3 clusters Score -1.67124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16712399.000000 Penalty: 5751.468750
	Iteration 32Q: 3 clusters Score -1.67124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16712399.000000 Penalty: 5751.468750
	Iteration 33Q: 3 clusters Score -1.67124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16712406.000000 Penalty: 5751.468750
	Iteration 34Q: 3 clusters Score -1.671241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108199 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16712394.000000 Penalty: 5751.468750
	Iteration 35Q: 3 clusters Score -1.671239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16712400.000000 Penalty: 5751.468750
	Iteration 36Q: 3 clusters Score -1.67124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16712400.000000 Penalty: 5751.468750
	Iteration 37F: 3 clusters Score -1.67124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Entering Unmasked Estep 
Score: -15928353.000000 Penalty: 2862.381836
	Iteration 0F: 2 clusters Score -1.592835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -15861593.000000 Penalty: 5724.763672
	Iteration 0F: 3 clusters Score -1.586159e+07 nChanged 48798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -15889518.000000 Penalty: 5724.763672
	Iteration 1F: 3 clusters Score -1.588952e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -15890159.000000 Penalty: 5724.763672
	Iteration 2Q: 3 clusters Score -1.589016e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -15890805.000000 Penalty: 5724.763672
	Iteration 3Q: 3 clusters Score -1.58908e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -15891450.000000 Penalty: 5724.763672
	Iteration 4Q: 3 clusters Score -1.589145e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -15892224.000000 Penalty: 5724.763672
	Iteration 5Q: 3 clusters Score -1.589222e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -15893205.000000 Penalty: 5724.763672
	Iteration 6Q: 3 clusters Score -1.58932e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -15894438.000000 Penalty: 5724.763672
	Iteration 7Q: 3 clusters Score -1.589444e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -15896232.000000 Penalty: 5724.763672
	Iteration 8Q: 3 clusters Score -1.589623e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -15898549.000000 Penalty: 5724.763672
	Iteration 9Q: 3 clusters Score -1.589855e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -15901519.000000 Penalty: 5724.763672
	Iteration 10F: 3 clusters Score -1.590152e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -15905109.000000 Penalty: 5724.763672
	Iteration 11F: 3 clusters Score -1.590511e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -15908975.000000 Penalty: 5724.763672
	Iteration 12F: 3 clusters Score -1.590898e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -15913051.000000 Penalty: 5724.763672
	Iteration 13F: 3 clusters Score -1.591305e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -15916494.000000 Penalty: 5724.763672
	Iteration 14Q: 3 clusters Score -1.591649e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -15918585.000000 Penalty: 5724.763672
	Iteration 15Q: 3 clusters Score -1.591858e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -15919830.000000 Penalty: 5724.763672
	Iteration 16Q: 3 clusters Score -1.591983e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -15920699.000000 Penalty: 5724.763672
	Iteration 17Q: 3 clusters Score -1.59207e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -15921288.000000 Penalty: 5724.763672
	Iteration 18Q: 3 clusters Score -1.592129e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -15921851.000000 Penalty: 5724.763672
	Iteration 19Q: 3 clusters Score -1.592185e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -15922259.000000 Penalty: 5724.763672
	Iteration 20F: 3 clusters Score -1.592226e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -15922597.000000 Penalty: 5724.763672
	Iteration 21Q: 3 clusters Score -1.59226e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -15922897.000000 Penalty: 5724.763672
	Iteration 22Q: 3 clusters Score -1.59229e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -15923160.000000 Penalty: 5724.763672
	Iteration 23Q: 3 clusters Score -1.592316e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -15923286.000000 Penalty: 5724.763672
	Iteration 24Q: 3 clusters Score -1.592329e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -15923433.000000 Penalty: 5724.763672
	Iteration 25Q: 3 clusters Score -1.592343e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -15923587.000000 Penalty: 5724.763672
	Iteration 26Q: 3 clusters Score -1.592359e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -15923669.000000 Penalty: 5724.763672
	Iteration 27Q: 3 clusters Score -1.592367e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -15923699.000000 Penalty: 5724.763672
	Iteration 28Q: 3 clusters Score -1.59237e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -15923781.000000 Penalty: 5724.763672
	Iteration 29Q: 3 clusters Score -1.592378e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -15923868.000000 Penalty: 5724.763672
	Iteration 30Q: 3 clusters Score -1.592387e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -15923877.000000 Penalty: 5724.763672
	Iteration 31Q: 3 clusters Score -1.592388e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -15923884.000000 Penalty: 5724.763672
	Iteration 32Q: 3 clusters Score -1.592388e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -15923939.000000 Penalty: 5724.763672
	Iteration 33Q: 3 clusters Score -1.592394e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -15923975.000000 Penalty: 5724.763672
	Iteration 34Q: 3 clusters Score -1.592398e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -15924040.000000 Penalty: 5724.763672
	Iteration 35Q: 3 clusters Score -1.592404e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -15924081.000000 Penalty: 5724.763672
	Iteration 36Q: 3 clusters Score -1.592408e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -15924091.000000 Penalty: 5724.763672
	Iteration 37Q: 3 clusters Score -1.592409e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -15924177.000000 Penalty: 5724.763672
	Iteration 38Q: 3 clusters Score -1.592418e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -15924198.000000 Penalty: 5724.763672
	Iteration 39Q: 3 clusters Score -1.59242e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -15924231.000000 Penalty: 5724.763672
	Iteration 40F: 3 clusters Score -1.592423e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -15924245.000000 Penalty: 5724.763672
	Iteration 41Q: 3 clusters Score -1.592424e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -15924255.000000 Penalty: 5724.763672
	Iteration 42Q: 3 clusters Score -1.592426e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -15924285.000000 Penalty: 5724.763672
	Iteration 43Q: 3 clusters Score -1.592428e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -15924287.000000 Penalty: 5724.763672
	Iteration 44Q: 3 clusters Score -1.592429e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -15924306.000000 Penalty: 5724.763672
	Iteration 45Q: 3 clusters Score -1.592431e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -15924298.000000 Penalty: 5724.763672
	Iteration 46Q: 3 clusters Score -1.59243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -15924302.000000 Penalty: 5724.763672
	Iteration 47Q: 3 clusters Score -1.59243e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -15924317.000000 Penalty: 5724.763672
	Iteration 48Q: 3 clusters Score -1.592432e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -15924330.000000 Penalty: 5724.763672
	Iteration 49Q: 3 clusters Score -1.592433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -15924327.000000 Penalty: 5724.763672
	Iteration 50Q: 3 clusters Score -1.592433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -15924355.000000 Penalty: 5724.763672
	Iteration 51Q: 3 clusters Score -1.592436e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -15924353.000000 Penalty: 5724.763672
	Iteration 52Q: 3 clusters Score -1.592435e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -15924353.000000 Penalty: 5724.763672
	Iteration 53Q: 3 clusters Score -1.592435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -15924363.000000 Penalty: 5724.763672
	Iteration 54Q: 3 clusters Score -1.592436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -15924385.000000 Penalty: 5724.763672
	Iteration 55Q: 3 clusters Score -1.592438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -15924396.000000 Penalty: 5724.763672
	Iteration 56Q: 3 clusters Score -1.59244e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -15924389.000000 Penalty: 5724.763672
	Iteration 57Q: 3 clusters Score -1.592439e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -15924409.000000 Penalty: 5724.763672
	Iteration 58Q: 3 clusters Score -1.592441e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -15924443.000000 Penalty: 5724.763672
	Iteration 59Q: 3 clusters Score -1.592444e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -15924470.000000 Penalty: 5724.763672
	Iteration 60F: 3 clusters Score -1.592447e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -15924476.000000 Penalty: 5724.763672
	Iteration 61Q: 3 clusters Score -1.592448e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -15924505.000000 Penalty: 5724.763672
	Iteration 62Q: 3 clusters Score -1.59245e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -15924535.000000 Penalty: 5724.763672
	Iteration 63Q: 3 clusters Score -1.592454e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -15924545.000000 Penalty: 5724.763672
	Iteration 64Q: 3 clusters Score -1.592454e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -15924540.000000 Penalty: 5724.763672
	Iteration 65Q: 3 clusters Score -1.592454e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -15924563.000000 Penalty: 5724.763672
	Iteration 66Q: 3 clusters Score -1.592456e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -15924570.000000 Penalty: 5724.763672
	Iteration 67Q: 3 clusters Score -1.592457e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -15924593.000000 Penalty: 5724.763672
	Iteration 68Q: 3 clusters Score -1.592459e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -15924610.000000 Penalty: 5724.763672
	Iteration 69Q: 3 clusters Score -1.592461e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -15924636.000000 Penalty: 5724.763672
	Iteration 70Q: 3 clusters Score -1.592464e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -15924700.000000 Penalty: 5724.763672
	Iteration 71Q: 3 clusters Score -1.59247e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -15924732.000000 Penalty: 5724.763672
	Iteration 72Q: 3 clusters Score -1.592473e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -15924772.000000 Penalty: 5724.763672
	Iteration 73Q: 3 clusters Score -1.592477e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -15924766.000000 Penalty: 5724.763672
	Iteration 74Q: 3 clusters Score -1.592477e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -15924788.000000 Penalty: 5724.763672
	Iteration 75Q: 3 clusters Score -1.592479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 87063 members 
Entering Unmasked Estep 
Score: -15924808.000000 Penalty: 5724.763672
	Iteration 76Q: 3 clusters Score -1.592481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -15924801.000000 Penalty: 5724.763672
	Iteration 77Q: 3 clusters Score -1.59248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -15924801.000000 Penalty: 5724.763672
	Iteration 78Q: 3 clusters Score -1.59248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -15924835.000000 Penalty: 5724.763672
	Iteration 79Q: 3 clusters Score -1.592484e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -15924836.000000 Penalty: 5724.763672
	Iteration 80F: 3 clusters Score -1.592484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -15924865.000000 Penalty: 5724.763672
	Iteration 81Q: 3 clusters Score -1.592486e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -15924877.000000 Penalty: 5724.763672
	Iteration 82Q: 3 clusters Score -1.592488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -15924894.000000 Penalty: 5724.763672
	Iteration 83Q: 3 clusters Score -1.592489e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -15924884.000000 Penalty: 5724.763672
	Iteration 84Q: 3 clusters Score -1.592488e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -15924936.000000 Penalty: 5724.763672
	Iteration 85Q: 3 clusters Score -1.592494e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -15924939.000000 Penalty: 5724.763672
	Iteration 86Q: 3 clusters Score -1.592494e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -15924965.000000 Penalty: 5724.763672
	Iteration 87Q: 3 clusters Score -1.592496e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -15924994.000000 Penalty: 5724.763672
	Iteration 88Q: 3 clusters Score -1.592499e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -15924998.000000 Penalty: 5724.763672
	Iteration 89Q: 3 clusters Score -1.5925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -15925015.000000 Penalty: 5724.763672
	Iteration 90Q: 3 clusters Score -1.592502e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -15925036.000000 Penalty: 5724.763672
	Iteration 91Q: 3 clusters Score -1.592504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -15925065.000000 Penalty: 5724.763672
	Iteration 92Q: 3 clusters Score -1.592506e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -15925083.000000 Penalty: 5724.763672
	Iteration 93Q: 3 clusters Score -1.592508e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -15925094.000000 Penalty: 5724.763672
	Iteration 94Q: 3 clusters Score -1.592509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -15925102.000000 Penalty: 5724.763672
	Iteration 95Q: 3 clusters Score -1.59251e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -15925134.000000 Penalty: 5724.763672
	Iteration 96Q: 3 clusters Score -1.592513e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -15925151.000000 Penalty: 5724.763672
	Iteration 97Q: 3 clusters Score -1.592515e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -15925184.000000 Penalty: 5724.763672
	Iteration 98Q: 3 clusters Score -1.592518e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -15925200.000000 Penalty: 5724.763672
	Iteration 99Q: 3 clusters Score -1.59252e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -15925232.000000 Penalty: 5724.763672
	Iteration 100F: 3 clusters Score -1.592523e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -15925227.000000 Penalty: 5724.763672
	Iteration 101Q: 3 clusters Score -1.592523e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -15925258.000000 Penalty: 5724.763672
	Iteration 102Q: 3 clusters Score -1.592526e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -15925292.000000 Penalty: 5724.763672
	Iteration 103Q: 3 clusters Score -1.592529e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -15925315.000000 Penalty: 5724.763672
	Iteration 104Q: 3 clusters Score -1.592532e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -15925343.000000 Penalty: 5724.763672
	Iteration 105Q: 3 clusters Score -1.592534e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -15925351.000000 Penalty: 5724.763672
	Iteration 106Q: 3 clusters Score -1.592535e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -15925360.000000 Penalty: 5724.763672
	Iteration 107Q: 3 clusters Score -1.592536e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -15925373.000000 Penalty: 5724.763672
	Iteration 108Q: 3 clusters Score -1.592537e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -15925392.000000 Penalty: 5724.763672
	Iteration 109Q: 3 clusters Score -1.592539e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -15925422.000000 Penalty: 5724.763672
	Iteration 110Q: 3 clusters Score -1.592542e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -15925450.000000 Penalty: 5724.763672
	Iteration 111Q: 3 clusters Score -1.592545e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -15925479.000000 Penalty: 5724.763672
	Iteration 112Q: 3 clusters Score -1.592548e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -15925467.000000 Penalty: 5724.763672
	Iteration 113Q: 3 clusters Score -1.592547e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -15925461.000000 Penalty: 5724.763672
	Iteration 114Q: 3 clusters Score -1.592546e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -15925479.000000 Penalty: 5724.763672
	Iteration 115Q: 3 clusters Score -1.592548e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -15925462.000000 Penalty: 5724.763672
	Iteration 116Q: 3 clusters Score -1.592546e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -15925465.000000 Penalty: 5724.763672
	Iteration 117Q: 3 clusters Score -1.592546e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -15925516.000000 Penalty: 5724.763672
	Iteration 118Q: 3 clusters Score -1.592552e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -15925549.000000 Penalty: 5724.763672
	Iteration 119Q: 3 clusters Score -1.592555e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -15925579.000000 Penalty: 5724.763672
	Iteration 120F: 3 clusters Score -1.592558e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -15925636.000000 Penalty: 5724.763672
	Iteration 121Q: 3 clusters Score -1.592564e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -15925700.000000 Penalty: 5724.763672
	Iteration 122Q: 3 clusters Score -1.59257e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -15925747.000000 Penalty: 5724.763672
	Iteration 123Q: 3 clusters Score -1.592575e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -15925784.000000 Penalty: 5724.763672
	Iteration 124Q: 3 clusters Score -1.592578e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 92143 members 
Entering Unmasked Estep 
Score: -15925806.000000 Penalty: 5724.763672
	Iteration 125Q: 3 clusters Score -1.592581e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -15925867.000000 Penalty: 5724.763672
	Iteration 126Q: 3 clusters Score -1.592587e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -15925905.000000 Penalty: 5724.763672
	Iteration 127Q: 3 clusters Score -1.59259e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -15925942.000000 Penalty: 5724.763672
	Iteration 128Q: 3 clusters Score -1.592594e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -15925933.000000 Penalty: 5724.763672
	Iteration 129Q: 3 clusters Score -1.592593e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -15925973.000000 Penalty: 5724.763672
	Iteration 130Q: 3 clusters Score -1.592597e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -15926046.000000 Penalty: 5724.763672
	Iteration 131Q: 3 clusters Score -1.592605e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -15926123.000000 Penalty: 5724.763672
	Iteration 132Q: 3 clusters Score -1.592612e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -15926186.000000 Penalty: 5724.763672
	Iteration 133Q: 3 clusters Score -1.592619e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -15926236.000000 Penalty: 5724.763672
	Iteration 134Q: 3 clusters Score -1.592624e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -15926258.000000 Penalty: 5724.763672
	Iteration 135Q: 3 clusters Score -1.592626e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -15926303.000000 Penalty: 5724.763672
	Iteration 136Q: 3 clusters Score -1.59263e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -15926336.000000 Penalty: 5724.763672
	Iteration 137Q: 3 clusters Score -1.592634e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
Score: -15926349.000000 Penalty: 5724.763672
	Iteration 138Q: 3 clusters Score -1.592635e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -15926411.000000 Penalty: 5724.763672
	Iteration 139Q: 3 clusters Score -1.592641e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -15926437.000000 Penalty: 5724.763672
	Iteration 140F: 3 clusters Score -1.592644e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -15926453.000000 Penalty: 5724.763672
	Iteration 141Q: 3 clusters Score -1.592645e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -15926479.000000 Penalty: 5724.763672
	Iteration 142Q: 3 clusters Score -1.592648e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -15926481.000000 Penalty: 5724.763672
	Iteration 143Q: 3 clusters Score -1.592648e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -15926496.000000 Penalty: 5724.763672
	Iteration 144Q: 3 clusters Score -1.59265e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -15926507.000000 Penalty: 5724.763672
	Iteration 145Q: 3 clusters Score -1.592651e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -15926522.000000 Penalty: 5724.763672
	Iteration 146Q: 3 clusters Score -1.592652e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -15926585.000000 Penalty: 5724.763672
	Iteration 147Q: 3 clusters Score -1.592658e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -15926594.000000 Penalty: 5724.763672
	Iteration 148Q: 3 clusters Score -1.592659e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -15926597.000000 Penalty: 5724.763672
	Iteration 149Q: 3 clusters Score -1.59266e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -15926627.000000 Penalty: 5724.763672
	Iteration 150Q: 3 clusters Score -1.592663e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -15926635.000000 Penalty: 5724.763672
	Iteration 151Q: 3 clusters Score -1.592664e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -15926648.000000 Penalty: 5724.763672
	Iteration 152Q: 3 clusters Score -1.592665e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -15926564.000000 Penalty: 5724.763672
	Iteration 153Q: 3 clusters Score -1.592656e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -15926591.000000 Penalty: 5724.763672
	Iteration 154Q: 3 clusters Score -1.592659e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -15926565.000000 Penalty: 5724.763672
	Iteration 155Q: 3 clusters Score -1.592656e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -15926588.000000 Penalty: 5724.763672
	Iteration 156Q: 3 clusters Score -1.592659e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -15926543.000000 Penalty: 5724.763672
	Iteration 157Q: 3 clusters Score -1.592654e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -15926517.000000 Penalty: 5724.763672
	Iteration 158Q: 3 clusters Score -1.592652e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -15926478.000000 Penalty: 5724.763672
	Iteration 159Q: 3 clusters Score -1.592648e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -15926486.000000 Penalty: 5724.763672
	Iteration 160F: 3 clusters Score -1.592649e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -15926468.000000 Penalty: 5724.763672
	Iteration 161Q: 3 clusters Score -1.592647e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -15926429.000000 Penalty: 5724.763672
	Iteration 162Q: 3 clusters Score -1.592643e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -15926410.000000 Penalty: 5724.763672
	Iteration 163Q: 3 clusters Score -1.592641e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -15926376.000000 Penalty: 5724.763672
	Iteration 164Q: 3 clusters Score -1.592638e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -15926359.000000 Penalty: 5724.763672
	Iteration 165Q: 3 clusters Score -1.592636e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 100826 members 
Entering Unmasked Estep 
Score: -15926302.000000 Penalty: 5724.763672
	Iteration 166Q: 3 clusters Score -1.59263e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -15926329.000000 Penalty: 5724.763672
	Iteration 167Q: 3 clusters Score -1.592633e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -15926303.000000 Penalty: 5724.763672
	Iteration 168Q: 3 clusters Score -1.59263e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -15926264.000000 Penalty: 5724.763672
	Iteration 169Q: 3 clusters Score -1.592626e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -15926233.000000 Penalty: 5724.763672
	Iteration 170Q: 3 clusters Score -1.592623e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -15926259.000000 Penalty: 5724.763672
	Iteration 171Q: 3 clusters Score -1.592626e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -15926220.000000 Penalty: 5724.763672
	Iteration 172Q: 3 clusters Score -1.592622e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -15926200.000000 Penalty: 5724.763672
	Iteration 173Q: 3 clusters Score -1.59262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -15926227.000000 Penalty: 5724.763672
	Iteration 174Q: 3 clusters Score -1.592623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -15926218.000000 Penalty: 5724.763672
	Iteration 175Q: 3 clusters Score -1.592622e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -15926228.000000 Penalty: 5724.763672
	Iteration 176Q: 3 clusters Score -1.592623e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -15926225.000000 Penalty: 5724.763672
	Iteration 177Q: 3 clusters Score -1.592622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -15926218.000000 Penalty: 5724.763672
	Iteration 178Q: 3 clusters Score -1.592622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -15926223.000000 Penalty: 5724.763672
	Iteration 179Q: 3 clusters Score -1.592622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -15926227.000000 Penalty: 5724.763672
	Iteration 180F: 3 clusters Score -1.592623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -15926224.000000 Penalty: 5724.763672
	Iteration 181Q: 3 clusters Score -1.592622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -15926216.000000 Penalty: 5724.763672
	Iteration 182Q: 3 clusters Score -1.592622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -15926235.000000 Penalty: 5724.763672
	Iteration 183Q: 3 clusters Score -1.592624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -15926232.000000 Penalty: 5724.763672
	Iteration 184Q: 3 clusters Score -1.592623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -15926235.000000 Penalty: 5724.763672
	Iteration 185Q: 3 clusters Score -1.592624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -15926232.000000 Penalty: 5724.763672
	Iteration 186Q: 3 clusters Score -1.592623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -15926242.000000 Penalty: 5724.763672
	Iteration 187Q: 3 clusters Score -1.592624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -15926233.000000 Penalty: 5724.763672
	Iteration 188Q: 3 clusters Score -1.592623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -15926243.000000 Penalty: 5724.763672
	Iteration 189Q: 3 clusters Score -1.592624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -15926256.000000 Penalty: 5724.763672
	Iteration 190Q: 3 clusters Score -1.592626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -15926261.000000 Penalty: 5724.763672
	Iteration 191Q: 3 clusters Score -1.592626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -15926249.000000 Penalty: 5724.763672
	Iteration 192Q: 3 clusters Score -1.592625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -15926255.000000 Penalty: 5724.763672
	Iteration 193Q: 3 clusters Score -1.592626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -15926251.000000 Penalty: 5724.763672
	Iteration 194Q: 3 clusters Score -1.592625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -15926256.000000 Penalty: 5724.763672
	Iteration 195Q: 3 clusters Score -1.592626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -15926253.000000 Penalty: 5724.763672
	Iteration 196Q: 3 clusters Score -1.592625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -15926253.000000 Penalty: 5724.763672
	Iteration 197F: 3 clusters Score -1.592625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Entering Unmasked Estep 
Score: -6703168.000000 Penalty: 2655.283691
	Iteration 0F: 2 clusters Score -6703168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6673082.500000 Penalty: 5310.567383
	Iteration 0F: 3 clusters Score -6673082 nChanged 20553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -6684520.500000 Penalty: 5310.567383
	Iteration 1F: 3 clusters Score -6684520 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6685071.500000 Penalty: 5310.567383
	Iteration 2Q: 3 clusters Score -6685072 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6685534.000000 Penalty: 5310.567383
	Iteration 3Q: 3 clusters Score -6685534 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -6686055.000000 Penalty: 5310.567383
	Iteration 4Q: 3 clusters Score -6686055 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -6686552.500000 Penalty: 5310.567383
	Iteration 5Q: 3 clusters Score -6686552 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -6687215.500000 Penalty: 5310.567383
	Iteration 6Q: 3 clusters Score -6687216 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -6688135.000000 Penalty: 5310.567383
	Iteration 7Q: 3 clusters Score -6688135 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -6689381.500000 Penalty: 5310.567383
	Iteration 8Q: 3 clusters Score -6689382 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -6691101.000000 Penalty: 5310.567383
	Iteration 9F: 3 clusters Score -6691101 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6693167.000000 Penalty: 5310.567383
	Iteration 10F: 3 clusters Score -6693167 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -6695309.000000 Penalty: 5310.567383
	Iteration 11F: 3 clusters Score -6695309 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6697154.000000 Penalty: 5310.567383
	Iteration 12F: 3 clusters Score -6697154 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6698666.500000 Penalty: 5310.567383
	Iteration 13Q: 3 clusters Score -6698666 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6699557.000000 Penalty: 5310.567383
	Iteration 14Q: 3 clusters Score -6699557 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6700096.500000 Penalty: 5310.567383
	Iteration 15Q: 3 clusters Score -6700096 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6700461.500000 Penalty: 5310.567383
	Iteration 16Q: 3 clusters Score -6700462 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6700613.500000 Penalty: 5310.567383
	Iteration 17Q: 3 clusters Score -6700614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6700727.500000 Penalty: 5310.567383
	Iteration 18Q: 3 clusters Score -6700728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6700791.000000 Penalty: 5310.567383
	Iteration 19Q: 3 clusters Score -6700791 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6700863.500000 Penalty: 5310.567383
	Iteration 20F: 3 clusters Score -6700864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6700923.000000 Penalty: 5310.567383
	Iteration 21Q: 3 clusters Score -6700923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6700960.000000 Penalty: 5310.567383
	Iteration 22Q: 3 clusters Score -6700960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6701004.500000 Penalty: 5310.567383
	Iteration 23Q: 3 clusters Score -6701004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6701026.500000 Penalty: 5310.567383
	Iteration 24Q: 3 clusters Score -6701026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6701041.500000 Penalty: 5310.567383
	Iteration 25Q: 3 clusters Score -6701042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6701062.000000 Penalty: 5310.567383
	Iteration 26Q: 3 clusters Score -6701062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6701069.500000 Penalty: 5310.567383
	Iteration 27Q: 3 clusters Score -6701070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6701085.000000 Penalty: 5310.567383
	Iteration 28Q: 3 clusters Score -6701085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6701094.000000 Penalty: 5310.567383
	Iteration 29Q: 3 clusters Score -6701094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6701113.500000 Penalty: 5310.567383
	Iteration 30Q: 3 clusters Score -6701114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6701113.000000 Penalty: 5310.567383
	Iteration 31Q: 3 clusters Score -6701113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6701125.500000 Penalty: 5310.567383
	Iteration 32Q: 3 clusters Score -6701126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6701130.000000 Penalty: 5310.567383
	Iteration 33Q: 3 clusters Score -6701130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6701135.500000 Penalty: 5310.567383
	Iteration 34Q: 3 clusters Score -6701136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6701133.500000 Penalty: 5310.567383
	Iteration 35Q: 3 clusters Score -6701134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6701136.000000 Penalty: 5310.567383
	Iteration 36Q: 3 clusters Score -6701136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6701139.500000 Penalty: 5310.567383
	Iteration 37Q: 3 clusters Score -6701140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6701138.000000 Penalty: 5310.567383
	Iteration 38Q: 3 clusters Score -6701138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6701137.500000 Penalty: 5310.567383
	Iteration 39Q: 3 clusters Score -6701138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6701147.500000 Penalty: 5310.567383
	Iteration 40F: 3 clusters Score -6701148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6701147.000000 Penalty: 5310.567383
	Iteration 41Q: 3 clusters Score -6701147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6701147.000000 Penalty: 5310.567383
	Iteration 42F: 3 clusters Score -6701147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -5110675.500000 Penalty: 2581.179688
	Iteration 0F: 2 clusters Score -5110676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -5087987.000000 Penalty: 5162.359375
	Iteration 0F: 3 clusters Score -5087987 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5096505.000000 Penalty: 5162.359375
	Iteration 1F: 3 clusters Score -5096505 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5097066.500000 Penalty: 5162.359375
	Iteration 2Q: 3 clusters Score -5097066 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5097746.000000 Penalty: 5162.359375
	Iteration 3Q: 3 clusters Score -5097746 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5098452.000000 Penalty: 5162.359375
	Iteration 4Q: 3 clusters Score -5098452 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5099322.500000 Penalty: 5162.359375
	Iteration 5F: 3 clusters Score -5099322 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5100468.500000 Penalty: 5162.359375
	Iteration 6F: 3 clusters Score -5100468 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5101823.500000 Penalty: 5162.359375
	Iteration 7F: 3 clusters Score -5101824 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -5103412.500000 Penalty: 5162.359375
	Iteration 8F: 3 clusters Score -5103412 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5105122.000000 Penalty: 5162.359375
	Iteration 9F: 3 clusters Score -5105122 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5106509.500000 Penalty: 5162.359375
	Iteration 10Q: 3 clusters Score -5106510 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5107299.500000 Penalty: 5162.359375
	Iteration 11Q: 3 clusters Score -5107300 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -5107641.500000 Penalty: 5162.359375
	Iteration 12Q: 3 clusters Score -5107642 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5107783.500000 Penalty: 5162.359375
	Iteration 13Q: 3 clusters Score -5107784 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5107892.000000 Penalty: 5162.359375
	Iteration 14Q: 3 clusters Score -5107892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5107957.000000 Penalty: 5162.359375
	Iteration 15Q: 3 clusters Score -5107957 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5108003.500000 Penalty: 5162.359375
	Iteration 16Q: 3 clusters Score -5108004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5108038.000000 Penalty: 5162.359375
	Iteration 17Q: 3 clusters Score -5108038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5108048.000000 Penalty: 5162.359375
	Iteration 18Q: 3 clusters Score -5108048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5108081.500000 Penalty: 5162.359375
	Iteration 19Q: 3 clusters Score -5108082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5108124.000000 Penalty: 5162.359375
	Iteration 20F: 3 clusters Score -5108124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -5108156.500000 Penalty: 5162.359375
	Iteration 21Q: 3 clusters Score -5108156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5108179.500000 Penalty: 5162.359375
	Iteration 22Q: 3 clusters Score -5108180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5108196.500000 Penalty: 5162.359375
	Iteration 23Q: 3 clusters Score -5108196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5108212.500000 Penalty: 5162.359375
	Iteration 24Q: 3 clusters Score -5108212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5108221.500000 Penalty: 5162.359375
	Iteration 25Q: 3 clusters Score -5108222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5108235.500000 Penalty: 5162.359375
	Iteration 26Q: 3 clusters Score -5108236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5108243.500000 Penalty: 5162.359375
	Iteration 27Q: 3 clusters Score -5108244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5108262.500000 Penalty: 5162.359375
	Iteration 28Q: 3 clusters Score -5108262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -5108263.000000 Penalty: 5162.359375
	Iteration 29Q: 3 clusters Score -5108263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5108278.000000 Penalty: 5162.359375
	Iteration 30Q: 3 clusters Score -5108278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5108283.000000 Penalty: 5162.359375
	Iteration 31Q: 3 clusters Score -5108283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5108286.000000 Penalty: 5162.359375
	Iteration 32Q: 3 clusters Score -5108286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -5108289.000000 Penalty: 5162.359375
	Iteration 33Q: 3 clusters Score -5108289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -5108277.000000 Penalty: 5162.359375
	Iteration 34Q: 3 clusters Score -5108277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -5108285.500000 Penalty: 5162.359375
	Iteration 35Q: 3 clusters Score -5108286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -5108274.000000 Penalty: 5162.359375
	Iteration 36Q: 3 clusters Score -5108274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -5108279.500000 Penalty: 5162.359375
	Iteration 37Q: 3 clusters Score -5108280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5108284.000000 Penalty: 5162.359375
	Iteration 38Q: 3 clusters Score -5108284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5108298.500000 Penalty: 5162.359375
	Iteration 39Q: 3 clusters Score -5108298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5108301.000000 Penalty: 5162.359375
	Iteration 40F: 3 clusters Score -5108301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -5108317.500000 Penalty: 5162.359375
	Iteration 41Q: 3 clusters Score -5108318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5108317.500000 Penalty: 5162.359375
	Iteration 42Q: 3 clusters Score -5108318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5108334.500000 Penalty: 5162.359375
	Iteration 43Q: 3 clusters Score -5108334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5108333.000000 Penalty: 5162.359375
	Iteration 44Q: 3 clusters Score -5108333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5108345.000000 Penalty: 5162.359375
	Iteration 45Q: 3 clusters Score -5108345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5108350.000000 Penalty: 5162.359375
	Iteration 46Q: 3 clusters Score -5108350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5108367.000000 Penalty: 5162.359375
	Iteration 47Q: 3 clusters Score -5108367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5108361.500000 Penalty: 5162.359375
	Iteration 48Q: 3 clusters Score -5108362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -5108367.000000 Penalty: 5162.359375
	Iteration 49Q: 3 clusters Score -5108367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5108376.000000 Penalty: 5162.359375
	Iteration 50Q: 3 clusters Score -5108376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5108383.500000 Penalty: 5162.359375
	Iteration 51Q: 3 clusters Score -5108384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5108389.000000 Penalty: 5162.359375
	Iteration 52Q: 3 clusters Score -5108389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5108389.500000 Penalty: 5162.359375
	Iteration 53Q: 3 clusters Score -5108390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5108393.500000 Penalty: 5162.359375
	Iteration 54Q: 3 clusters Score -5108394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5108407.000000 Penalty: 5162.359375
	Iteration 55Q: 3 clusters Score -5108407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -5108410.500000 Penalty: 5162.359375
	Iteration 56Q: 3 clusters Score -5108410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5108413.500000 Penalty: 5162.359375
	Iteration 57Q: 3 clusters Score -5108414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -5108420.500000 Penalty: 5162.359375
	Iteration 58Q: 3 clusters Score -5108420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5108419.000000 Penalty: 5162.359375
	Iteration 59Q: 3 clusters Score -5108419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5108416.000000 Penalty: 5162.359375
	Iteration 60F: 3 clusters Score -5108416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5108418.000000 Penalty: 5162.359375
	Iteration 61Q: 3 clusters Score -5108418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -5108425.000000 Penalty: 5162.359375
	Iteration 62Q: 3 clusters Score -5108425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5108432.000000 Penalty: 5162.359375
	Iteration 63Q: 3 clusters Score -5108432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5108435.000000 Penalty: 5162.359375
	Iteration 64Q: 3 clusters Score -5108435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5108446.000000 Penalty: 5162.359375
	Iteration 65Q: 3 clusters Score -5108446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5108459.500000 Penalty: 5162.359375
	Iteration 66Q: 3 clusters Score -5108460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -5108461.000000 Penalty: 5162.359375
	Iteration 67Q: 3 clusters Score -5108461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -5108470.500000 Penalty: 5162.359375
	Iteration 68Q: 3 clusters Score -5108470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -5108473.000000 Penalty: 5162.359375
	Iteration 69Q: 3 clusters Score -5108473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -5108461.500000 Penalty: 5162.359375
	Iteration 70Q: 3 clusters Score -5108462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -5108460.000000 Penalty: 5162.359375
	Iteration 71Q: 3 clusters Score -5108460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -5108469.000000 Penalty: 5162.359375
	Iteration 72Q: 3 clusters Score -5108469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -5108475.000000 Penalty: 5162.359375
	Iteration 73Q: 3 clusters Score -5108475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5108481.000000 Penalty: 5162.359375
	Iteration 74Q: 3 clusters Score -5108481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5108477.500000 Penalty: 5162.359375
	Iteration 75Q: 3 clusters Score -5108478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -5108482.500000 Penalty: 5162.359375
	Iteration 76Q: 3 clusters Score -5108482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5108492.500000 Penalty: 5162.359375
	Iteration 77Q: 3 clusters Score -5108492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5108497.500000 Penalty: 5162.359375
	Iteration 78Q: 3 clusters Score -5108498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5108499.000000 Penalty: 5162.359375
	Iteration 79Q: 3 clusters Score -5108499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5108507.000000 Penalty: 5162.359375
	Iteration 80F: 3 clusters Score -5108507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5108506.500000 Penalty: 5162.359375
	Iteration 81Q: 3 clusters Score -5108506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5108509.000000 Penalty: 5162.359375
	Iteration 82Q: 3 clusters Score -5108509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -5108508.000000 Penalty: 5162.359375
	Iteration 83Q: 3 clusters Score -5108508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5108514.500000 Penalty: 5162.359375
	Iteration 84Q: 3 clusters Score -5108514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5108514.500000 Penalty: 5162.359375
	Iteration 85F: 3 clusters Score -5108514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -1117801.875000 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -1117802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1111295.875000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -1111296 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1113207.000000 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -1113207 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1113659.875000 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -1113660 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1114033.250000 Penalty: 4473.873535
	Iteration 3F: 3 clusters Score -1114033 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1114360.750000 Penalty: 4473.873535
	Iteration 4F: 3 clusters Score -1114361 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1114727.375000 Penalty: 4473.873535
	Iteration 5F: 3 clusters Score -1114727 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1115142.125000 Penalty: 4473.873535
	Iteration 6F: 3 clusters Score -1115142 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1115562.500000 Penalty: 4473.873535
	Iteration 7F: 3 clusters Score -1115562 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1115872.375000 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -1115872 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1116114.125000 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -1116114 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1116274.250000 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -1116274 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1116412.875000 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -1116413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1116511.875000 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -1116512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1116575.125000 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -1116575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1116618.750000 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -1116619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1116650.500000 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -1116650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1116665.375000 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -1116665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1116687.750000 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -1116688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1116695.500000 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -1116696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1116701.125000 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -1116701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1116705.125000 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -1116705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1116708.250000 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -1116708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1116708.000000 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -1116708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1116709.625000 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -1116710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1116711.875000 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -1116712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1116712.250000 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -1116712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1116713.875000 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -1116714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1116713.375000 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -1116713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1116714.500000 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -1116714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1116714.000000 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -1116714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116718.500000 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -1116718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1116717.750000 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -1116718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116719.750000 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -1116720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116719.750000 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -1116720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116719.500000 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -1116720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1116720.250000 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -1116720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116719.875000 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -1116720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116723.125000 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -1116723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1116722.750000 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -1116723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1116722.875000 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -1116723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1116722.875000 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -1116723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -989375.812500 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -989375.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -983842.375000 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -983842.4 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -985876.812500 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -985876.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -986632.687500 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -986632.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -987176.562500 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -987176.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -987527.062500 Penalty: 4369.914062
	Iteration 4F: 3 clusters Score -987527.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -987748.437500 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -987748.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -987886.875000 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -987886.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -987977.250000 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -987977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -988045.437500 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -988045.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -988105.500000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -988105.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -988140.250000 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -988140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -988157.437500 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -988157.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -988173.312500 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -988173.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -988189.750000 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -988189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -988192.375000 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -988192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -988195.250000 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -988195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -988205.000000 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -988205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -988212.750000 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -988212.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -988219.000000 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -988219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -988224.062500 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -988224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -988226.125000 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -988226.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -988227.250000 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -988227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -988228.562500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -988228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -988232.125000 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -988232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -988234.937500 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -988234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -988235.375000 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -988235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -988235.375000 Penalty: 4369.914062
	Iteration 26F: 3 clusters Score -988235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -304553.031250 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -304553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -301941.156250 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -301941.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302438.000000 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -302438 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -302596.625000 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -302596.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -302685.531250 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -302685.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -302745.000000 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -302745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -302783.156250 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -302783.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -302801.281250 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -302801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -302812.687500 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -302812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -302818.187500 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -302818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302825.406250 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -302825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -302830.281250 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -302830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -302833.031250 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -302833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -302836.687500 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -302836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302841.093750 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -302841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -302844.781250 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -302844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302849.687500 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -302849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302852.031250 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -302852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -302855.218750 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -302855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -302857.062500 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -302857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -302858.062500 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -302858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -302859.156250 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -302859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Entering Unmasked Estep 
Score: -8453262.000000 Penalty: 2711.569824
	Iteration 0F: 2 clusters Score -8453262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -8415632.000000 Penalty: 5423.139648
	Iteration 0F: 3 clusters Score -8415632 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8430324.000000 Penalty: 5423.139648
	Iteration 1F: 3 clusters Score -8430324 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8431159.000000 Penalty: 5423.139648
	Iteration 2Q: 3 clusters Score -8431159 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -8432352.000000 Penalty: 5423.139648
	Iteration 3Q: 3 clusters Score -8432352 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -8433979.000000 Penalty: 5423.139648
	Iteration 4F: 3 clusters Score -8433979 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -8436073.000000 Penalty: 5423.139648
	Iteration 5F: 3 clusters Score -8436073 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8438855.000000 Penalty: 5423.139648
	Iteration 6F: 3 clusters Score -8438855 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -8441954.000000 Penalty: 5423.139648
	Iteration 7F: 3 clusters Score -8441954 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -8444588.000000 Penalty: 5423.139648
	Iteration 8F: 3 clusters Score -8444588 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8446591.000000 Penalty: 5423.139648
	Iteration 9Q: 3 clusters Score -8446591 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -8448121.000000 Penalty: 5423.139648
	Iteration 10Q: 3 clusters Score -8448121 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8449178.000000 Penalty: 5423.139648
	Iteration 11Q: 3 clusters Score -8449178 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8449846.000000 Penalty: 5423.139648
	Iteration 12Q: 3 clusters Score -8449846 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8450314.000000 Penalty: 5423.139648
	Iteration 13Q: 3 clusters Score -8450314 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8450566.000000 Penalty: 5423.139648
	Iteration 14Q: 3 clusters Score -8450566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8450700.000000 Penalty: 5423.139648
	Iteration 15Q: 3 clusters Score -8450700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8450804.000000 Penalty: 5423.139648
	Iteration 16Q: 3 clusters Score -8450804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8450850.000000 Penalty: 5423.139648
	Iteration 17Q: 3 clusters Score -8450850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8450873.000000 Penalty: 5423.139648
	Iteration 18Q: 3 clusters Score -8450873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8450905.000000 Penalty: 5423.139648
	Iteration 19Q: 3 clusters Score -8450905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8450923.000000 Penalty: 5423.139648
	Iteration 20F: 3 clusters Score -8450923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8450941.000000 Penalty: 5423.139648
	Iteration 21Q: 3 clusters Score -8450941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8450941.000000 Penalty: 5423.139648
	Iteration 22Q: 3 clusters Score -8450941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8450967.000000 Penalty: 5423.139648
	Iteration 23Q: 3 clusters Score -8450967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8450955.000000 Penalty: 5423.139648
	Iteration 24Q: 3 clusters Score -8450955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8450966.000000 Penalty: 5423.139648
	Iteration 25Q: 3 clusters Score -8450966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8450968.000000 Penalty: 5423.139648
	Iteration 26Q: 3 clusters Score -8450968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8450965.000000 Penalty: 5423.139648
	Iteration 27Q: 3 clusters Score -8450965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8450971.000000 Penalty: 5423.139648
	Iteration 28Q: 3 clusters Score -8450971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8450968.000000 Penalty: 5423.139648
	Iteration 29Q: 3 clusters Score -8450968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8450967.000000 Penalty: 5423.139648
	Iteration 30Q: 3 clusters Score -8450967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8450964.000000 Penalty: 5423.139648
	Iteration 31Q: 3 clusters Score -8450964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8450972.000000 Penalty: 5423.139648
	Iteration 32Q: 3 clusters Score -8450972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8450971.000000 Penalty: 5423.139648
	Iteration 33Q: 3 clusters Score -8450971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8450975.000000 Penalty: 5423.139648
	Iteration 34Q: 3 clusters Score -8450975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8450970.000000 Penalty: 5423.139648
	Iteration 35Q: 3 clusters Score -8450970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8450975.000000 Penalty: 5423.139648
	Iteration 36Q: 3 clusters Score -8450975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8450976.000000 Penalty: 5423.139648
	Iteration 37Q: 3 clusters Score -8450976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8450983.000000 Penalty: 5423.139648
	Iteration 38Q: 3 clusters Score -8450983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8450985.000000 Penalty: 5423.139648
	Iteration 39Q: 3 clusters Score -8450985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8450988.000000 Penalty: 5423.139648
	Iteration 40F: 3 clusters Score -8450988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8450988.000000 Penalty: 5423.139648
	Iteration 41Q: 3 clusters Score -8450988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8450987.000000 Penalty: 5423.139648
	Iteration 42Q: 3 clusters Score -8450987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8450987.000000 Penalty: 5423.139648
	Iteration 43F: 3 clusters Score -8450987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -46767.710938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -46767.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45469.097656 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -45469.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45767.750000 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -45767.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45914.605469 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -45914.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46072.394531 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -46072.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46220.656250 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -46220.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46366.398438 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -46366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46496.414062 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -46496.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46535.335938 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -46535.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46549.015625 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -46549.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46595.984375 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -46595.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46624.972656 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -46624.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46655.148438 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -46655.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46676.007812 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -46676.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46680.593750 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -46680.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46680.593750 Penalty: 2959.208984
	Iteration 14F: 3 clusters Score -46680.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -684569.187500 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -684569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -680261.375000 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -680261.4 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -681235.500000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -681235.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -681458.750000 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -681458.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -681585.000000 Penalty: 4185.107910
	Iteration 3Q: 3 clusters Score -681585 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -681653.687500 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -681653.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -681709.062500 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -681709.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -681749.875000 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -681749.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -681785.062500 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -681785.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -681809.562500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -681809.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -681829.937500 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -681829.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -681849.062500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -681849.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -681869.937500 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -681869.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -681885.562500 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -681885.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -681905.375000 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -681905.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -681920.875000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -681920.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -681933.250000 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -681933.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -681951.812500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -681951.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -681972.625000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -681972.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -681994.312500 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -681994.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -682009.000000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -682009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -682027.500000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -682027.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -682046.312500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -682046.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -682064.687500 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -682064.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -682087.500000 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -682087.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -682106.062500 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -682106.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -682129.000000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -682129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -682157.375000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -682157.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -682179.125000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -682179.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -682197.562500 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -682197.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -682224.625000 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -682224.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -682252.375000 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -682252.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -682281.312500 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -682281.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -682318.437500 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -682318.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -682359.187500 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -682359.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -682393.625000 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -682393.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -682430.187500 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -682430.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -682457.812500 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -682457.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -682491.375000 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -682491.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -682519.687500 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -682519.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -682544.750000 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -682544.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -682571.250000 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -682571.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -682594.187500 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -682594.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -682612.312500 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -682612.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -682627.750000 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -682627.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -682638.937500 Penalty: 4185.107910
	Iteration 44Q: 3 clusters Score -682638.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -682655.062500 Penalty: 4185.107910
	Iteration 45Q: 3 clusters Score -682655.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -682670.062500 Penalty: 4185.107910
	Iteration 46Q: 3 clusters Score -682670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -682681.000000 Penalty: 4185.107910
	Iteration 47Q: 3 clusters Score -682681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -682691.750000 Penalty: 4185.107910
	Iteration 48Q: 3 clusters Score -682691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -682697.500000 Penalty: 4185.107910
	Iteration 49Q: 3 clusters Score -682697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -682698.687500 Penalty: 4185.107910
	Iteration 50Q: 3 clusters Score -682698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -682699.375000 Penalty: 4185.107910
	Iteration 51Q: 3 clusters Score -682699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -682701.375000 Penalty: 4185.107910
	Iteration 52Q: 3 clusters Score -682701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -682705.625000 Penalty: 4185.107910
	Iteration 53Q: 3 clusters Score -682705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -682708.062500 Penalty: 4185.107910
	Iteration 54Q: 3 clusters Score -682708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -682710.687500 Penalty: 4185.107910
	Iteration 55Q: 3 clusters Score -682710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -682712.000000 Penalty: 4185.107910
	Iteration 56Q: 3 clusters Score -682712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -682716.187500 Penalty: 4185.107910
	Iteration 57Q: 3 clusters Score -682716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -682717.875000 Penalty: 4185.107910
	Iteration 58Q: 3 clusters Score -682717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -682720.875000 Penalty: 4185.107910
	Iteration 59Q: 3 clusters Score -682720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -682721.625000 Penalty: 4185.107910
	Iteration 60F: 3 clusters Score -682721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -243788.234375 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -243788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -241364.046875 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -241364 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -242135.890625 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -242135.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242669.640625 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -242669.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243071.531250 Penalty: 3719.164551
	Iteration 3F: 3 clusters Score -243071.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243515.968750 Penalty: 3719.164551
	Iteration 4F: 3 clusters Score -243516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -244026.218750 Penalty: 3719.164551
	Iteration 5F: 3 clusters Score -244026.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -244392.843750 Penalty: 3719.164551
	Iteration 6F: 3 clusters Score -244392.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244632.000000 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -244632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244932.843750 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -244932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245140.890625 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -245140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -245200.640625 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -245200.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245225.171875 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -245225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245265.937500 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -245265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245284.812500 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -245284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -245291.125000 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -245291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245297.781250 Penalty: 3719.164551
	Iteration 15Q: 3 clusters Score -245297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245305.390625 Penalty: 3719.164551
	Iteration 16Q: 3 clusters Score -245305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245308.390625 Penalty: 3719.164551
	Iteration 17Q: 3 clusters Score -245308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -245309.062500 Penalty: 3719.164551
	Iteration 18Q: 3 clusters Score -245309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -245309.140625 Penalty: 3719.164551
	Iteration 19F: 3 clusters Score -245309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245310.687500 Penalty: 3719.164551
	Iteration 20F: 3 clusters Score -245310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 108630 members 
Mstep: Class 3 contains 102936 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 56036 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 104116 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98059 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30472 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 10993 members 
Mstep: Class 22 contains 35926 members 
Mstep: Class 23 contains 54468 members 
Mstep: Class 24 contains 66346 members 
Mstep: Class 25 contains 100985 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
Score: -137787136.000000 Penalty: 88517.062500
Splitting cluster 12 changes total score from -137787088.000000 to -137787136.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (14613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Entering Unmasked Estep 
Score: -2129166.750000 Penalty: 2378.237305
	Iteration 0F: 2 clusters Score -2129167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2118415.750000 Penalty: 4756.474609
	Iteration 0F: 3 clusters Score -2118416 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2121901.500000 Penalty: 4756.474609
	Iteration 1F: 3 clusters Score -2121902 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2122414.250000 Penalty: 4756.474609
	Iteration 2F: 3 clusters Score -2122414 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2122909.500000 Penalty: 4756.474609
	Iteration 3F: 3 clusters Score -2122910 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2123466.750000 Penalty: 4756.474609
	Iteration 4F: 3 clusters Score -2123467 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2123996.750000 Penalty: 4756.474609
	Iteration 5F: 3 clusters Score -2123997 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2124548.250000 Penalty: 4756.474609
	Iteration 6F: 3 clusters Score -2124548 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2125053.750000 Penalty: 4756.474609
	Iteration 7F: 3 clusters Score -2125054 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2125506.750000 Penalty: 4756.474609
	Iteration 8Q: 3 clusters Score -2125507 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2125888.250000 Penalty: 4756.474609
	Iteration 9Q: 3 clusters Score -2125888 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2126236.250000 Penalty: 4756.474609
	Iteration 10Q: 3 clusters Score -2126236 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2126533.750000 Penalty: 4756.474609
	Iteration 11Q: 3 clusters Score -2126534 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2126793.500000 Penalty: 4756.474609
	Iteration 12Q: 3 clusters Score -2126794 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2127006.250000 Penalty: 4756.474609
	Iteration 13Q: 3 clusters Score -2127006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2127214.000000 Penalty: 4756.474609
	Iteration 14Q: 3 clusters Score -2127214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2127390.000000 Penalty: 4756.474609
	Iteration 15Q: 3 clusters Score -2127390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2127536.750000 Penalty: 4756.474609
	Iteration 16Q: 3 clusters Score -2127537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2127681.250000 Penalty: 4756.474609
	Iteration 17Q: 3 clusters Score -2127681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2127788.000000 Penalty: 4756.474609
	Iteration 18Q: 3 clusters Score -2127788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2127891.000000 Penalty: 4756.474609
	Iteration 19Q: 3 clusters Score -2127891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2127961.250000 Penalty: 4756.474609
	Iteration 20F: 3 clusters Score -2127961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2128014.000000 Penalty: 4756.474609
	Iteration 21Q: 3 clusters Score -2128014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2128076.750000 Penalty: 4756.474609
	Iteration 22Q: 3 clusters Score -2128077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2128128.750000 Penalty: 4756.474609
	Iteration 23Q: 3 clusters Score -2128129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2128208.000000 Penalty: 4756.474609
	Iteration 24Q: 3 clusters Score -2128208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2128288.750000 Penalty: 4756.474609
	Iteration 25Q: 3 clusters Score -2128289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2128350.000000 Penalty: 4756.474609
	Iteration 26Q: 3 clusters Score -2128350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2128370.750000 Penalty: 4756.474609
	Iteration 27Q: 3 clusters Score -2128371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2128384.250000 Penalty: 4756.474609
	Iteration 28Q: 3 clusters Score -2128384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2128388.000000 Penalty: 4756.474609
	Iteration 29Q: 3 clusters Score -2128388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2128390.250000 Penalty: 4756.474609
	Iteration 30Q: 3 clusters Score -2128390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2128389.750000 Penalty: 4756.474609
	Iteration 31Q: 3 clusters Score -2128390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2128389.750000 Penalty: 4756.474609
	Iteration 32F: 3 clusters Score -2128390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Entering Unmasked Estep 
Score: -16034639.000000 Penalty: 2865.208740
	Iteration 0F: 2 clusters Score -1.603464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -15966446.000000 Penalty: 5730.417480
	Iteration 0F: 3 clusters Score -1.596645e+07 nChanged 49141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -15994247.000000 Penalty: 5730.417480
	Iteration 1F: 3 clusters Score -1.599425e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -15995311.000000 Penalty: 5730.417480
	Iteration 2Q: 3 clusters Score -1.599531e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -15996688.000000 Penalty: 5730.417480
	Iteration 3Q: 3 clusters Score -1.599669e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -15998971.000000 Penalty: 5730.417480
	Iteration 4Q: 3 clusters Score -1.599897e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -16002835.000000 Penalty: 5730.417480
	Iteration 5F: 3 clusters Score -1.600284e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -16009018.000000 Penalty: 5730.417480
	Iteration 6F: 3 clusters Score -1.600902e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -16016609.000000 Penalty: 5730.417480
	Iteration 7F: 3 clusters Score -1.601661e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -16022827.000000 Penalty: 5730.417480
	Iteration 8F: 3 clusters Score -1.602283e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -16025546.000000 Penalty: 5730.417480
	Iteration 9Q: 3 clusters Score -1.602555e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -16026618.000000 Penalty: 5730.417480
	Iteration 10Q: 3 clusters Score -1.602662e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -16027360.000000 Penalty: 5730.417480
	Iteration 11Q: 3 clusters Score -1.602736e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -16027819.000000 Penalty: 5730.417480
	Iteration 12Q: 3 clusters Score -1.602782e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -16028186.000000 Penalty: 5730.417480
	Iteration 13Q: 3 clusters Score -1.602819e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -16028486.000000 Penalty: 5730.417480
	Iteration 14Q: 3 clusters Score -1.602849e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -16028739.000000 Penalty: 5730.417480
	Iteration 15Q: 3 clusters Score -1.602874e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -16028930.000000 Penalty: 5730.417480
	Iteration 16Q: 3 clusters Score -1.602893e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -16029041.000000 Penalty: 5730.417480
	Iteration 17Q: 3 clusters Score -1.602904e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -16029241.000000 Penalty: 5730.417480
	Iteration 18Q: 3 clusters Score -1.602924e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -16029393.000000 Penalty: 5730.417480
	Iteration 19Q: 3 clusters Score -1.602939e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -16029466.000000 Penalty: 5730.417480
	Iteration 20F: 3 clusters Score -1.602947e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -16029584.000000 Penalty: 5730.417480
	Iteration 21Q: 3 clusters Score -1.602958e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -16029674.000000 Penalty: 5730.417480
	Iteration 22Q: 3 clusters Score -1.602967e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -16029779.000000 Penalty: 5730.417480
	Iteration 23Q: 3 clusters Score -1.602978e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -16029907.000000 Penalty: 5730.417480
	Iteration 24Q: 3 clusters Score -1.602991e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -16029995.000000 Penalty: 5730.417480
	Iteration 25Q: 3 clusters Score -1.603e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -16030052.000000 Penalty: 5730.417480
	Iteration 26Q: 3 clusters Score -1.603005e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -16030159.000000 Penalty: 5730.417480
	Iteration 27Q: 3 clusters Score -1.603016e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -16030263.000000 Penalty: 5730.417480
	Iteration 28Q: 3 clusters Score -1.603026e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -16030294.000000 Penalty: 5730.417480
	Iteration 29Q: 3 clusters Score -1.603029e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -16030407.000000 Penalty: 5730.417480
	Iteration 30Q: 3 clusters Score -1.603041e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -16030489.000000 Penalty: 5730.417480
	Iteration 31Q: 3 clusters Score -1.603049e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -16030585.000000 Penalty: 5730.417480
	Iteration 32Q: 3 clusters Score -1.603058e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -16030658.000000 Penalty: 5730.417480
	Iteration 33Q: 3 clusters Score -1.603066e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -16030751.000000 Penalty: 5730.417480
	Iteration 34Q: 3 clusters Score -1.603075e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -16030866.000000 Penalty: 5730.417480
	Iteration 35Q: 3 clusters Score -1.603087e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -16030948.000000 Penalty: 5730.417480
	Iteration 36Q: 3 clusters Score -1.603095e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -16031016.000000 Penalty: 5730.417480
	Iteration 37Q: 3 clusters Score -1.603102e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -16031070.000000 Penalty: 5730.417480
	Iteration 38Q: 3 clusters Score -1.603107e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -16031225.000000 Penalty: 5730.417480
	Iteration 39Q: 3 clusters Score -1.603122e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -16031351.000000 Penalty: 5730.417480
	Iteration 40F: 3 clusters Score -1.603135e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -16031470.000000 Penalty: 5730.417480
	Iteration 41Q: 3 clusters Score -1.603147e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -16031570.000000 Penalty: 5730.417480
	Iteration 42Q: 3 clusters Score -1.603157e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -16031683.000000 Penalty: 5730.417480
	Iteration 43Q: 3 clusters Score -1.603168e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -16031830.000000 Penalty: 5730.417480
	Iteration 44Q: 3 clusters Score -1.603183e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -16031965.000000 Penalty: 5730.417480
	Iteration 45Q: 3 clusters Score -1.603196e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -16032122.000000 Penalty: 5730.417480
	Iteration 46Q: 3 clusters Score -1.603212e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -16032244.000000 Penalty: 5730.417480
	Iteration 47Q: 3 clusters Score -1.603224e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -16032377.000000 Penalty: 5730.417480
	Iteration 48Q: 3 clusters Score -1.603238e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -16032471.000000 Penalty: 5730.417480
	Iteration 49Q: 3 clusters Score -1.603247e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -16032523.000000 Penalty: 5730.417480
	Iteration 50Q: 3 clusters Score -1.603252e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -16032606.000000 Penalty: 5730.417480
	Iteration 51Q: 3 clusters Score -1.603261e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16032672.000000 Penalty: 5730.417480
	Iteration 52Q: 3 clusters Score -1.603267e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -16032732.000000 Penalty: 5730.417480
	Iteration 53Q: 3 clusters Score -1.603273e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -16032728.000000 Penalty: 5730.417480
	Iteration 54Q: 3 clusters Score -1.603273e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -16032775.000000 Penalty: 5730.417480
	Iteration 55Q: 3 clusters Score -1.603278e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -16032826.000000 Penalty: 5730.417480
	Iteration 56Q: 3 clusters Score -1.603283e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -16032881.000000 Penalty: 5730.417480
	Iteration 57Q: 3 clusters Score -1.603288e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -16032862.000000 Penalty: 5730.417480
	Iteration 58Q: 3 clusters Score -1.603286e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -16032987.000000 Penalty: 5730.417480
	Iteration 59Q: 3 clusters Score -1.603299e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -16033005.000000 Penalty: 5730.417480
	Iteration 60F: 3 clusters Score -1.6033e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16032979.000000 Penalty: 5730.417480
	Iteration 61Q: 3 clusters Score -1.603298e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -16033004.000000 Penalty: 5730.417480
	Iteration 62Q: 3 clusters Score -1.6033e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -16033012.000000 Penalty: 5730.417480
	Iteration 63Q: 3 clusters Score -1.603301e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -16033038.000000 Penalty: 5730.417480
	Iteration 64Q: 3 clusters Score -1.603304e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16033006.000000 Penalty: 5730.417480
	Iteration 65Q: 3 clusters Score -1.603301e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -16032983.000000 Penalty: 5730.417480
	Iteration 66Q: 3 clusters Score -1.603298e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -16032973.000000 Penalty: 5730.417480
	Iteration 67Q: 3 clusters Score -1.603297e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16032956.000000 Penalty: 5730.417480
	Iteration 68Q: 3 clusters Score -1.603296e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16032970.000000 Penalty: 5730.417480
	Iteration 69Q: 3 clusters Score -1.603297e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16032963.000000 Penalty: 5730.417480
	Iteration 70Q: 3 clusters Score -1.603296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16032972.000000 Penalty: 5730.417480
	Iteration 71Q: 3 clusters Score -1.603297e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16032963.000000 Penalty: 5730.417480
	Iteration 72Q: 3 clusters Score -1.603296e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16032939.000000 Penalty: 5730.417480
	Iteration 73Q: 3 clusters Score -1.603294e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16032932.000000 Penalty: 5730.417480
	Iteration 74Q: 3 clusters Score -1.603293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16032954.000000 Penalty: 5730.417480
	Iteration 75Q: 3 clusters Score -1.603295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16032950.000000 Penalty: 5730.417480
	Iteration 76Q: 3 clusters Score -1.603295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -16032948.000000 Penalty: 5730.417480
	Iteration 77Q: 3 clusters Score -1.603295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -16032959.000000 Penalty: 5730.417480
	Iteration 78Q: 3 clusters Score -1.603296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16032956.000000 Penalty: 5730.417480
	Iteration 79Q: 3 clusters Score -1.603296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16032944.000000 Penalty: 5730.417480
	Iteration 80F: 3 clusters Score -1.603294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16032943.000000 Penalty: 5730.417480
	Iteration 81Q: 3 clusters Score -1.603294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16032957.000000 Penalty: 5730.417480
	Iteration 82Q: 3 clusters Score -1.603296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16032952.000000 Penalty: 5730.417480
	Iteration 83Q: 3 clusters Score -1.603295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16032945.000000 Penalty: 5730.417480
	Iteration 84Q: 3 clusters Score -1.603294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16032952.000000 Penalty: 5730.417480
	Iteration 85Q: 3 clusters Score -1.603295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16032924.000000 Penalty: 5730.417480
	Iteration 86Q: 3 clusters Score -1.603292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16032935.000000 Penalty: 5730.417480
	Iteration 87Q: 3 clusters Score -1.603294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -16032927.000000 Penalty: 5730.417480
	Iteration 88Q: 3 clusters Score -1.603293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16032922.000000 Penalty: 5730.417480
	Iteration 89Q: 3 clusters Score -1.603292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16032921.000000 Penalty: 5730.417480
	Iteration 90Q: 3 clusters Score -1.603292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16032936.000000 Penalty: 5730.417480
	Iteration 91Q: 3 clusters Score -1.603294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -16032940.000000 Penalty: 5730.417480
	Iteration 92Q: 3 clusters Score -1.603294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16032944.000000 Penalty: 5730.417480
	Iteration 93Q: 3 clusters Score -1.603294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16032949.000000 Penalty: 5730.417480
	Iteration 94Q: 3 clusters Score -1.603295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16032946.000000 Penalty: 5730.417480
	Iteration 95Q: 3 clusters Score -1.603295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16032933.000000 Penalty: 5730.417480
	Iteration 96Q: 3 clusters Score -1.603293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16032933.000000 Penalty: 5730.417480
	Iteration 97F: 3 clusters Score -1.603293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85444.687500 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85444.69 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85944.414062 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -85944.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86307.203125 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86307.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86671.984375 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86671.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87017.226562 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -87017.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87234.601562 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -87234.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87373.109375 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87373.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87406.859375 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87406.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87413.039062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87413.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87415.312500 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87415.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87415.312500 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -87415.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 108630 members 
Mstep: Class 3 contains 102936 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 56036 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 104116 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 98059 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30472 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 10993 members 
Mstep: Class 22 contains 35926 members 
Mstep: Class 23 contains 54468 members 
Mstep: Class 24 contains 66346 members 
Mstep: Class 25 contains 100985 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 361 members 
Entering Unmasked Estep 
Score: -137785968.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137787088.000000 to -137785968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (98059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Entering Unmasked Estep 
Score: -15110439.000000 Penalty: 2850.344482
	Iteration 0F: 2 clusters Score -1.511044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -15046948.000000 Penalty: 5700.688965
	Iteration 0F: 3 clusters Score -1.504695e+07 nChanged 46546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -15073566.000000 Penalty: 5700.688965
	Iteration 1F: 3 clusters Score -1.507357e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -15074231.000000 Penalty: 5700.688965
	Iteration 2Q: 3 clusters Score -1.507423e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -15075050.000000 Penalty: 5700.688965
	Iteration 3Q: 3 clusters Score -1.507505e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -15075877.000000 Penalty: 5700.688965
	Iteration 4Q: 3 clusters Score -1.507588e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -15076997.000000 Penalty: 5700.688965
	Iteration 5Q: 3 clusters Score -1.5077e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -15078565.000000 Penalty: 5700.688965
	Iteration 6Q: 3 clusters Score -1.507856e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -15081289.000000 Penalty: 5700.688965
	Iteration 7Q: 3 clusters Score -1.508129e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -15085214.000000 Penalty: 5700.688965
	Iteration 8F: 3 clusters Score -1.508521e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -15090439.000000 Penalty: 5700.688965
	Iteration 9F: 3 clusters Score -1.509044e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -15094892.000000 Penalty: 5700.688965
	Iteration 10F: 3 clusters Score -1.509489e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -15097151.000000 Penalty: 5700.688965
	Iteration 11F: 3 clusters Score -1.509715e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -15098127.000000 Penalty: 5700.688965
	Iteration 12Q: 3 clusters Score -1.509813e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -15098755.000000 Penalty: 5700.688965
	Iteration 13Q: 3 clusters Score -1.509876e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -15099428.000000 Penalty: 5700.688965
	Iteration 14Q: 3 clusters Score -1.509943e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -15099929.000000 Penalty: 5700.688965
	Iteration 15Q: 3 clusters Score -1.509993e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -15100470.000000 Penalty: 5700.688965
	Iteration 16Q: 3 clusters Score -1.510047e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -15100863.000000 Penalty: 5700.688965
	Iteration 17Q: 3 clusters Score -1.510086e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -15101249.000000 Penalty: 5700.688965
	Iteration 18Q: 3 clusters Score -1.510125e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -15101643.000000 Penalty: 5700.688965
	Iteration 19Q: 3 clusters Score -1.510164e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -15101963.000000 Penalty: 5700.688965
	Iteration 20F: 3 clusters Score -1.510196e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -15102300.000000 Penalty: 5700.688965
	Iteration 21Q: 3 clusters Score -1.51023e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -15102494.000000 Penalty: 5700.688965
	Iteration 22Q: 3 clusters Score -1.510249e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -15102731.000000 Penalty: 5700.688965
	Iteration 23Q: 3 clusters Score -1.510273e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -15103008.000000 Penalty: 5700.688965
	Iteration 24Q: 3 clusters Score -1.510301e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -15103273.000000 Penalty: 5700.688965
	Iteration 25Q: 3 clusters Score -1.510327e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -15103500.000000 Penalty: 5700.688965
	Iteration 26Q: 3 clusters Score -1.51035e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -15103687.000000 Penalty: 5700.688965
	Iteration 27Q: 3 clusters Score -1.510369e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -15103902.000000 Penalty: 5700.688965
	Iteration 28Q: 3 clusters Score -1.51039e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -15104197.000000 Penalty: 5700.688965
	Iteration 29Q: 3 clusters Score -1.51042e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -15104390.000000 Penalty: 5700.688965
	Iteration 30Q: 3 clusters Score -1.510439e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -15104581.000000 Penalty: 5700.688965
	Iteration 31Q: 3 clusters Score -1.510458e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -15104776.000000 Penalty: 5700.688965
	Iteration 32Q: 3 clusters Score -1.510478e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -15104961.000000 Penalty: 5700.688965
	Iteration 33Q: 3 clusters Score -1.510496e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -15105204.000000 Penalty: 5700.688965
	Iteration 34Q: 3 clusters Score -1.51052e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -15105491.000000 Penalty: 5700.688965
	Iteration 35Q: 3 clusters Score -1.510549e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -15105757.000000 Penalty: 5700.688965
	Iteration 36Q: 3 clusters Score -1.510576e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -15105911.000000 Penalty: 5700.688965
	Iteration 37Q: 3 clusters Score -1.510591e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -15106143.000000 Penalty: 5700.688965
	Iteration 38Q: 3 clusters Score -1.510614e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -15106408.000000 Penalty: 5700.688965
	Iteration 39Q: 3 clusters Score -1.510641e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -15106598.000000 Penalty: 5700.688965
	Iteration 40F: 3 clusters Score -1.51066e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -15106841.000000 Penalty: 5700.688965
	Iteration 41Q: 3 clusters Score -1.510684e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -15107134.000000 Penalty: 5700.688965
	Iteration 42Q: 3 clusters Score -1.510713e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -15107384.000000 Penalty: 5700.688965
	Iteration 43Q: 3 clusters Score -1.510738e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -15107610.000000 Penalty: 5700.688965
	Iteration 44Q: 3 clusters Score -1.510761e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -15107871.000000 Penalty: 5700.688965
	Iteration 45Q: 3 clusters Score -1.510787e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -15108104.000000 Penalty: 5700.688965
	Iteration 46Q: 3 clusters Score -1.51081e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -15108298.000000 Penalty: 5700.688965
	Iteration 47Q: 3 clusters Score -1.51083e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -15108487.000000 Penalty: 5700.688965
	Iteration 48Q: 3 clusters Score -1.510849e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -15108702.000000 Penalty: 5700.688965
	Iteration 49Q: 3 clusters Score -1.51087e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -15108935.000000 Penalty: 5700.688965
	Iteration 50Q: 3 clusters Score -1.510894e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -15109083.000000 Penalty: 5700.688965
	Iteration 51Q: 3 clusters Score -1.510908e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -15109187.000000 Penalty: 5700.688965
	Iteration 52Q: 3 clusters Score -1.510919e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -15109350.000000 Penalty: 5700.688965
	Iteration 53Q: 3 clusters Score -1.510935e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -15109423.000000 Penalty: 5700.688965
	Iteration 54Q: 3 clusters Score -1.510942e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15109430.000000 Penalty: 5700.688965
	Iteration 55Q: 3 clusters Score -1.510943e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95219 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -15109459.000000 Penalty: 5700.688965
	Iteration 56Q: 3 clusters Score -1.510946e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -15109386.000000 Penalty: 5700.688965
	Iteration 57Q: 3 clusters Score -1.510939e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -15109320.000000 Penalty: 5700.688965
	Iteration 58Q: 3 clusters Score -1.510932e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -15109289.000000 Penalty: 5700.688965
	Iteration 59Q: 3 clusters Score -1.510929e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -15109316.000000 Penalty: 5700.688965
	Iteration 60F: 3 clusters Score -1.510932e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15109311.000000 Penalty: 5700.688965
	Iteration 61Q: 3 clusters Score -1.510931e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15109320.000000 Penalty: 5700.688965
	Iteration 62Q: 3 clusters Score -1.510932e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15109306.000000 Penalty: 5700.688965
	Iteration 63Q: 3 clusters Score -1.510931e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15109323.000000 Penalty: 5700.688965
	Iteration 64Q: 3 clusters Score -1.510932e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15109315.000000 Penalty: 5700.688965
	Iteration 65Q: 3 clusters Score -1.510932e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15109328.000000 Penalty: 5700.688965
	Iteration 66Q: 3 clusters Score -1.510933e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -15109343.000000 Penalty: 5700.688965
	Iteration 67Q: 3 clusters Score -1.510934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15109349.000000 Penalty: 5700.688965
	Iteration 68Q: 3 clusters Score -1.510935e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15109349.000000 Penalty: 5700.688965
	Iteration 69Q: 3 clusters Score -1.510935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15109332.000000 Penalty: 5700.688965
	Iteration 70Q: 3 clusters Score -1.510933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15109343.000000 Penalty: 5700.688965
	Iteration 71Q: 3 clusters Score -1.510934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15109339.000000 Penalty: 5700.688965
	Iteration 72Q: 3 clusters Score -1.510934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15109336.000000 Penalty: 5700.688965
	Iteration 73Q: 3 clusters Score -1.510934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15109332.000000 Penalty: 5700.688965
	Iteration 74Q: 3 clusters Score -1.510933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15109333.000000 Penalty: 5700.688965
	Iteration 75Q: 3 clusters Score -1.510933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15109333.000000 Penalty: 5700.688965
	Iteration 76F: 3 clusters Score -1.510933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Entering Unmasked Estep 
Score: -2886872.250000 Penalty: 2444.217285
	Iteration 0F: 2 clusters Score -2886872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2873469.000000 Penalty: 4888.434570
	Iteration 0F: 3 clusters Score -2873469 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2877918.500000 Penalty: 4888.434570
	Iteration 1F: 3 clusters Score -2877918 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2878614.750000 Penalty: 4888.434570
	Iteration 2F: 3 clusters Score -2878615 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2879544.750000 Penalty: 4888.434570
	Iteration 3F: 3 clusters Score -2879545 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2880703.500000 Penalty: 4888.434570
	Iteration 4F: 3 clusters Score -2880704 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2882171.750000 Penalty: 4888.434570
	Iteration 5F: 3 clusters Score -2882172 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2883521.500000 Penalty: 4888.434570
	Iteration 6F: 3 clusters Score -2883522 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2884473.500000 Penalty: 4888.434570
	Iteration 7F: 3 clusters Score -2884474 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2884993.750000 Penalty: 4888.434570
	Iteration 8Q: 3 clusters Score -2884994 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2885258.000000 Penalty: 4888.434570
	Iteration 9Q: 3 clusters Score -2885258 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2885374.000000 Penalty: 4888.434570
	Iteration 10Q: 3 clusters Score -2885374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2885429.750000 Penalty: 4888.434570
	Iteration 11Q: 3 clusters Score -2885430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2885459.750000 Penalty: 4888.434570
	Iteration 12Q: 3 clusters Score -2885460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2885494.000000 Penalty: 4888.434570
	Iteration 13Q: 3 clusters Score -2885494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2885502.500000 Penalty: 4888.434570
	Iteration 14Q: 3 clusters Score -2885502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2885504.250000 Penalty: 4888.434570
	Iteration 15Q: 3 clusters Score -2885504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2885509.250000 Penalty: 4888.434570
	Iteration 16Q: 3 clusters Score -2885509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2885515.250000 Penalty: 4888.434570
	Iteration 17Q: 3 clusters Score -2885515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2885514.000000 Penalty: 4888.434570
	Iteration 18Q: 3 clusters Score -2885514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2885515.000000 Penalty: 4888.434570
	Iteration 19Q: 3 clusters Score -2885515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2885518.000000 Penalty: 4888.434570
	Iteration 20F: 3 clusters Score -2885518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2885516.750000 Penalty: 4888.434570
	Iteration 21Q: 3 clusters Score -2885517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2885516.500000 Penalty: 4888.434570
	Iteration 22Q: 3 clusters Score -2885516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2885516.000000 Penalty: 4888.434570
	Iteration 23Q: 3 clusters Score -2885516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2885516.000000 Penalty: 4888.434570
	Iteration 24F: 3 clusters Score -2885516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -46791.968750 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -46791.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45510.492188 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -45510.49 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45655.453125 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -45655.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45709.945312 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -45709.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45731.554688 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -45731.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45740.324219 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -45740.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45741.750000 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -45741.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45741.750000 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -45741.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Entering Unmasked Estep 
Score: -4424816.000000 Penalty: 2560.491943
	Iteration 0F: 2 clusters Score -4424816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4404043.500000 Penalty: 5120.983887
	Iteration 0F: 3 clusters Score -4404044 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4411600.000000 Penalty: 5120.983887
	Iteration 1F: 3 clusters Score -4411600 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4412144.500000 Penalty: 5120.983887
	Iteration 2F: 3 clusters Score -4412144 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4412705.500000 Penalty: 5120.983887
	Iteration 3Q: 3 clusters Score -4412706 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4413246.500000 Penalty: 5120.983887
	Iteration 4Q: 3 clusters Score -4413246 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4413776.000000 Penalty: 5120.983887
	Iteration 5Q: 3 clusters Score -4413776 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4414369.500000 Penalty: 5120.983887
	Iteration 6Q: 3 clusters Score -4414370 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4415059.500000 Penalty: 5120.983887
	Iteration 7Q: 3 clusters Score -4415060 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4415914.000000 Penalty: 5120.983887
	Iteration 8Q: 3 clusters Score -4415914 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4416913.500000 Penalty: 5120.983887
	Iteration 9F: 3 clusters Score -4416914 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4418058.500000 Penalty: 5120.983887
	Iteration 10F: 3 clusters Score -4418058 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4419273.000000 Penalty: 5120.983887
	Iteration 11F: 3 clusters Score -4419273 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4420285.500000 Penalty: 5120.983887
	Iteration 12Q: 3 clusters Score -4420286 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4421089.000000 Penalty: 5120.983887
	Iteration 13Q: 3 clusters Score -4421089 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4421687.000000 Penalty: 5120.983887
	Iteration 14Q: 3 clusters Score -4421687 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4422083.500000 Penalty: 5120.983887
	Iteration 15Q: 3 clusters Score -4422084 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4422322.500000 Penalty: 5120.983887
	Iteration 16Q: 3 clusters Score -4422322 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4422510.500000 Penalty: 5120.983887
	Iteration 17Q: 3 clusters Score -4422510 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4422657.000000 Penalty: 5120.983887
	Iteration 18Q: 3 clusters Score -4422657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4422794.000000 Penalty: 5120.983887
	Iteration 19Q: 3 clusters Score -4422794 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -4422937.000000 Penalty: 5120.983887
	Iteration 20F: 3 clusters Score -4422937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4423053.000000 Penalty: 5120.983887
	Iteration 21Q: 3 clusters Score -4423053 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4423126.500000 Penalty: 5120.983887
	Iteration 22Q: 3 clusters Score -4423126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4423188.500000 Penalty: 5120.983887
	Iteration 23Q: 3 clusters Score -4423188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4423234.000000 Penalty: 5120.983887
	Iteration 24Q: 3 clusters Score -4423234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4423271.000000 Penalty: 5120.983887
	Iteration 25Q: 3 clusters Score -4423271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4423301.000000 Penalty: 5120.983887
	Iteration 26Q: 3 clusters Score -4423301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4423309.000000 Penalty: 5120.983887
	Iteration 27Q: 3 clusters Score -4423309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4423313.000000 Penalty: 5120.983887
	Iteration 28Q: 3 clusters Score -4423313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4423319.000000 Penalty: 5120.983887
	Iteration 29Q: 3 clusters Score -4423319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4423318.500000 Penalty: 5120.983887
	Iteration 30Q: 3 clusters Score -4423318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4423322.000000 Penalty: 5120.983887
	Iteration 31Q: 3 clusters Score -4423322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4423323.000000 Penalty: 5120.983887
	Iteration 32Q: 3 clusters Score -4423323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4423323.000000 Penalty: 5120.983887
	Iteration 33F: 3 clusters Score -4423323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -479897.156250 Penalty: 2022.458618
	Iteration 0F: 2 clusters Score -479897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -476351.781250 Penalty: 4044.917236
	Iteration 0F: 3 clusters Score -476351.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -477188.937500 Penalty: 4044.917236
	Iteration 1F: 3 clusters Score -477188.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477477.031250 Penalty: 4044.917236
	Iteration 2F: 3 clusters Score -477477 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -477762.687500 Penalty: 4044.917236
	Iteration 3F: 3 clusters Score -477762.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -478070.718750 Penalty: 4044.917236
	Iteration 4F: 3 clusters Score -478070.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -478306.031250 Penalty: 4044.917236
	Iteration 5F: 3 clusters Score -478306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -478488.406250 Penalty: 4044.917236
	Iteration 6Q: 3 clusters Score -478488.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -478634.656250 Penalty: 4044.917236
	Iteration 7Q: 3 clusters Score -478634.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -478752.750000 Penalty: 4044.917236
	Iteration 8Q: 3 clusters Score -478752.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -478838.062500 Penalty: 4044.917236
	Iteration 9Q: 3 clusters Score -478838.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -478919.593750 Penalty: 4044.917236
	Iteration 10Q: 3 clusters Score -478919.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -479061.406250 Penalty: 4044.917236
	Iteration 11Q: 3 clusters Score -479061.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -479203.687500 Penalty: 4044.917236
	Iteration 12Q: 3 clusters Score -479203.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -479297.937500 Penalty: 4044.917236
	Iteration 13Q: 3 clusters Score -479297.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -479350.781250 Penalty: 4044.917236
	Iteration 14Q: 3 clusters Score -479350.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -479377.531250 Penalty: 4044.917236
	Iteration 15Q: 3 clusters Score -479377.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -479397.156250 Penalty: 4044.917236
	Iteration 16Q: 3 clusters Score -479397.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -479405.062500 Penalty: 4044.917236
	Iteration 17Q: 3 clusters Score -479405.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -479408.031250 Penalty: 4044.917236
	Iteration 18Q: 3 clusters Score -479408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -479410.593750 Penalty: 4044.917236
	Iteration 19Q: 3 clusters Score -479410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -479411.531250 Penalty: 4044.917236
	Iteration 20F: 3 clusters Score -479411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -479413.531250 Penalty: 4044.917236
	Iteration 21Q: 3 clusters Score -479413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -479415.968750 Penalty: 4044.917236
	Iteration 22Q: 3 clusters Score -479416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -479419.000000 Penalty: 4044.917236
	Iteration 23Q: 3 clusters Score -479419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -479421.750000 Penalty: 4044.917236
	Iteration 24Q: 3 clusters Score -479421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -479424.812500 Penalty: 4044.917236
	Iteration 25Q: 3 clusters Score -479424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -479425.656250 Penalty: 4044.917236
	Iteration 26Q: 3 clusters Score -479425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -479426.968750 Penalty: 4044.917236
	Iteration 27Q: 3 clusters Score -479427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -479426.968750 Penalty: 4044.917236
	Iteration 28F: 3 clusters Score -479427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -1706416.875000 Penalty: 2307.643311
	Iteration 0F: 2 clusters Score -1706417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1698139.625000 Penalty: 4615.286621
	Iteration 0F: 3 clusters Score -1698140 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1700664.250000 Penalty: 4615.286621
	Iteration 1F: 3 clusters Score -1700664 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1700996.500000 Penalty: 4615.286621
	Iteration 2F: 3 clusters Score -1700996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1701206.375000 Penalty: 4615.286621
	Iteration 3Q: 3 clusters Score -1701206 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1701363.125000 Penalty: 4615.286621
	Iteration 4Q: 3 clusters Score -1701363 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1701481.750000 Penalty: 4615.286621
	Iteration 5Q: 3 clusters Score -1701482 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1701584.125000 Penalty: 4615.286621
	Iteration 6Q: 3 clusters Score -1701584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1701681.125000 Penalty: 4615.286621
	Iteration 7Q: 3 clusters Score -1701681 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1701795.250000 Penalty: 4615.286621
	Iteration 8Q: 3 clusters Score -1701795 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1701947.125000 Penalty: 4615.286621
	Iteration 9Q: 3 clusters Score -1701947 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1702138.250000 Penalty: 4615.286621
	Iteration 10Q: 3 clusters Score -1702138 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1702384.125000 Penalty: 4615.286621
	Iteration 11Q: 3 clusters Score -1702384 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1702689.875000 Penalty: 4615.286621
	Iteration 12Q: 3 clusters Score -1702690 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1703062.000000 Penalty: 4615.286621
	Iteration 13Q: 3 clusters Score -1703062 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1703471.250000 Penalty: 4615.286621
	Iteration 14Q: 3 clusters Score -1703471 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1703816.250000 Penalty: 4615.286621
	Iteration 15Q: 3 clusters Score -1703816 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1704060.750000 Penalty: 4615.286621
	Iteration 16Q: 3 clusters Score -1704061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1704227.750000 Penalty: 4615.286621
	Iteration 17Q: 3 clusters Score -1704228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1704320.750000 Penalty: 4615.286621
	Iteration 18Q: 3 clusters Score -1704321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1704367.750000 Penalty: 4615.286621
	Iteration 19Q: 3 clusters Score -1704368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1704402.500000 Penalty: 4615.286621
	Iteration 20F: 3 clusters Score -1704402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1704445.125000 Penalty: 4615.286621
	Iteration 21Q: 3 clusters Score -1704445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1704472.000000 Penalty: 4615.286621
	Iteration 22Q: 3 clusters Score -1704472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1704491.750000 Penalty: 4615.286621
	Iteration 23Q: 3 clusters Score -1704492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1704509.875000 Penalty: 4615.286621
	Iteration 24Q: 3 clusters Score -1704510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1704522.875000 Penalty: 4615.286621
	Iteration 25Q: 3 clusters Score -1704523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1704542.875000 Penalty: 4615.286621
	Iteration 26Q: 3 clusters Score -1704543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1704549.125000 Penalty: 4615.286621
	Iteration 27Q: 3 clusters Score -1704549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1704562.125000 Penalty: 4615.286621
	Iteration 28Q: 3 clusters Score -1704562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1704567.250000 Penalty: 4615.286621
	Iteration 29Q: 3 clusters Score -1704567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1704579.875000 Penalty: 4615.286621
	Iteration 30Q: 3 clusters Score -1704580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1704586.875000 Penalty: 4615.286621
	Iteration 31Q: 3 clusters Score -1704587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1704591.625000 Penalty: 4615.286621
	Iteration 32Q: 3 clusters Score -1704592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1704594.250000 Penalty: 4615.286621
	Iteration 33Q: 3 clusters Score -1704594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1704602.750000 Penalty: 4615.286621
	Iteration 34Q: 3 clusters Score -1704603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1704606.625000 Penalty: 4615.286621
	Iteration 35Q: 3 clusters Score -1704607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1704611.875000 Penalty: 4615.286621
	Iteration 36Q: 3 clusters Score -1704612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1704611.000000 Penalty: 4615.286621
	Iteration 37Q: 3 clusters Score -1704611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1704613.000000 Penalty: 4615.286621
	Iteration 38Q: 3 clusters Score -1704613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1704615.125000 Penalty: 4615.286621
	Iteration 39Q: 3 clusters Score -1704615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1704617.250000 Penalty: 4615.286621
	Iteration 40F: 3 clusters Score -1704617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Entering Unmasked Estep 
Score: -5573313.000000 Penalty: 2601.325684
	Iteration 0F: 2 clusters Score -5573313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -5549095.500000 Penalty: 5202.651367
	Iteration 0F: 3 clusters Score -5549096 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5557820.000000 Penalty: 5202.651367
	Iteration 1F: 3 clusters Score -5557820 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -5558346.000000 Penalty: 5202.651367
	Iteration 2Q: 3 clusters Score -5558346 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5558890.500000 Penalty: 5202.651367
	Iteration 3Q: 3 clusters Score -5558890 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5559513.000000 Penalty: 5202.651367
	Iteration 4Q: 3 clusters Score -5559513 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5560296.000000 Penalty: 5202.651367
	Iteration 5Q: 3 clusters Score -5560296 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5561474.500000 Penalty: 5202.651367
	Iteration 6F: 3 clusters Score -5561474 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5563175.000000 Penalty: 5202.651367
	Iteration 7F: 3 clusters Score -5563175 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -5565204.000000 Penalty: 5202.651367
	Iteration 8F: 3 clusters Score -5565204 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5567418.000000 Penalty: 5202.651367
	Iteration 9F: 3 clusters Score -5567418 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5569133.500000 Penalty: 5202.651367
	Iteration 10F: 3 clusters Score -5569134 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5570181.000000 Penalty: 5202.651367
	Iteration 11Q: 3 clusters Score -5570181 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5570632.000000 Penalty: 5202.651367
	Iteration 12Q: 3 clusters Score -5570632 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5570853.000000 Penalty: 5202.651367
	Iteration 13Q: 3 clusters Score -5570853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5570945.000000 Penalty: 5202.651367
	Iteration 14Q: 3 clusters Score -5570945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5570999.500000 Penalty: 5202.651367
	Iteration 15Q: 3 clusters Score -5571000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5571031.500000 Penalty: 5202.651367
	Iteration 16Q: 3 clusters Score -5571032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5571068.500000 Penalty: 5202.651367
	Iteration 17Q: 3 clusters Score -5571068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5571084.500000 Penalty: 5202.651367
	Iteration 18Q: 3 clusters Score -5571084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5571089.500000 Penalty: 5202.651367
	Iteration 19Q: 3 clusters Score -5571090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5571097.000000 Penalty: 5202.651367
	Iteration 20F: 3 clusters Score -5571097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5571105.000000 Penalty: 5202.651367
	Iteration 21Q: 3 clusters Score -5571105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5571109.000000 Penalty: 5202.651367
	Iteration 22Q: 3 clusters Score -5571109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5571116.000000 Penalty: 5202.651367
	Iteration 23Q: 3 clusters Score -5571116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5571123.000000 Penalty: 5202.651367
	Iteration 24Q: 3 clusters Score -5571123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5571124.500000 Penalty: 5202.651367
	Iteration 25Q: 3 clusters Score -5571124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5571124.500000 Penalty: 5202.651367
	Iteration 26F: 3 clusters Score -5571124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Entering Unmasked Estep 
Score: -8513820.000000 Penalty: 2704.531494
	Iteration 0F: 2 clusters Score -8513820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -8477122.000000 Penalty: 5409.062988
	Iteration 0F: 3 clusters Score -8477122 nChanged 25163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8491068.000000 Penalty: 5409.062988
	Iteration 1F: 3 clusters Score -8491068 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -8491657.000000 Penalty: 5409.062988
	Iteration 2Q: 3 clusters Score -8491657 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8492313.000000 Penalty: 5409.062988
	Iteration 3Q: 3 clusters Score -8492313 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -8493357.000000 Penalty: 5409.062988
	Iteration 4Q: 3 clusters Score -8493357 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -8494934.000000 Penalty: 5409.062988
	Iteration 5F: 3 clusters Score -8494934 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -8497605.000000 Penalty: 5409.062988
	Iteration 6F: 3 clusters Score -8497605 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -8501570.000000 Penalty: 5409.062988
	Iteration 7F: 3 clusters Score -8501570 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8505989.000000 Penalty: 5409.062988
	Iteration 8F: 3 clusters Score -8505989 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8509090.000000 Penalty: 5409.062988
	Iteration 9F: 3 clusters Score -8509090 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8510481.000000 Penalty: 5409.062988
	Iteration 10Q: 3 clusters Score -8510481 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8511050.000000 Penalty: 5409.062988
	Iteration 11Q: 3 clusters Score -8511050 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8511255.000000 Penalty: 5409.062988
	Iteration 12Q: 3 clusters Score -8511255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8511324.000000 Penalty: 5409.062988
	Iteration 13Q: 3 clusters Score -8511324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8511380.000000 Penalty: 5409.062988
	Iteration 14Q: 3 clusters Score -8511380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8511407.000000 Penalty: 5409.062988
	Iteration 15Q: 3 clusters Score -8511407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8511431.000000 Penalty: 5409.062988
	Iteration 16Q: 3 clusters Score -8511431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8511435.000000 Penalty: 5409.062988
	Iteration 17Q: 3 clusters Score -8511435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8511437.000000 Penalty: 5409.062988
	Iteration 18Q: 3 clusters Score -8511437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8511438.000000 Penalty: 5409.062988
	Iteration 19Q: 3 clusters Score -8511438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8511439.000000 Penalty: 5409.062988
	Iteration 20F: 3 clusters Score -8511439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8511443.000000 Penalty: 5409.062988
	Iteration 21Q: 3 clusters Score -8511443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8511454.000000 Penalty: 5409.062988
	Iteration 22Q: 3 clusters Score -8511454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8511466.000000 Penalty: 5409.062988
	Iteration 23Q: 3 clusters Score -8511466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8511470.000000 Penalty: 5409.062988
	Iteration 24Q: 3 clusters Score -8511470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8511470.000000 Penalty: 5409.062988
	Iteration 25Q: 3 clusters Score -8511470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8511470.000000 Penalty: 5409.062988
	Iteration 26F: 3 clusters Score -8511470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Entering Unmasked Estep 
Score: -10200748.000000 Penalty: 2753.454590
	Iteration 0F: 2 clusters Score -1.020075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -10156605.000000 Penalty: 5506.909180
	Iteration 0F: 3 clusters Score -1.01566e+07 nChanged 31041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -10173947.000000 Penalty: 5506.909180
	Iteration 1F: 3 clusters Score -1.017395e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -10174409.000000 Penalty: 5506.909180
	Iteration 2Q: 3 clusters Score -1.017441e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -10174982.000000 Penalty: 5506.909180
	Iteration 3Q: 3 clusters Score -1.017498e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -10175448.000000 Penalty: 5506.909180
	Iteration 4Q: 3 clusters Score -1.017545e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -10176021.000000 Penalty: 5506.909180
	Iteration 5Q: 3 clusters Score -1.017602e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -10176654.000000 Penalty: 5506.909180
	Iteration 6Q: 3 clusters Score -1.017665e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -10177537.000000 Penalty: 5506.909180
	Iteration 7Q: 3 clusters Score -1.017754e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -10178880.000000 Penalty: 5506.909180
	Iteration 8Q: 3 clusters Score -1.017888e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -10181048.000000 Penalty: 5506.909180
	Iteration 9F: 3 clusters Score -1.018105e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -10184060.000000 Penalty: 5506.909180
	Iteration 10F: 3 clusters Score -1.018406e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -10188028.000000 Penalty: 5506.909180
	Iteration 11F: 3 clusters Score -1.018803e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -10191474.000000 Penalty: 5506.909180
	Iteration 12F: 3 clusters Score -1.019147e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -10194172.000000 Penalty: 5506.909180
	Iteration 13Q: 3 clusters Score -1.019417e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -10195896.000000 Penalty: 5506.909180
	Iteration 14Q: 3 clusters Score -1.01959e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10196936.000000 Penalty: 5506.909180
	Iteration 15Q: 3 clusters Score -1.019694e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10197600.000000 Penalty: 5506.909180
	Iteration 16Q: 3 clusters Score -1.01976e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10198020.000000 Penalty: 5506.909180
	Iteration 17Q: 3 clusters Score -1.019802e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10198220.000000 Penalty: 5506.909180
	Iteration 18Q: 3 clusters Score -1.019822e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10198342.000000 Penalty: 5506.909180
	Iteration 19Q: 3 clusters Score -1.019834e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10198410.000000 Penalty: 5506.909180
	Iteration 20F: 3 clusters Score -1.019841e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10198456.000000 Penalty: 5506.909180
	Iteration 21Q: 3 clusters Score -1.019846e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10198502.000000 Penalty: 5506.909180
	Iteration 22Q: 3 clusters Score -1.01985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10198530.000000 Penalty: 5506.909180
	Iteration 23Q: 3 clusters Score -1.019853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10198556.000000 Penalty: 5506.909180
	Iteration 24Q: 3 clusters Score -1.019856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10198573.000000 Penalty: 5506.909180
	Iteration 25Q: 3 clusters Score -1.019857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10198569.000000 Penalty: 5506.909180
	Iteration 26Q: 3 clusters Score -1.019857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10198581.000000 Penalty: 5506.909180
	Iteration 27Q: 3 clusters Score -1.019858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10198594.000000 Penalty: 5506.909180
	Iteration 28Q: 3 clusters Score -1.019859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10198605.000000 Penalty: 5506.909180
	Iteration 29Q: 3 clusters Score -1.01986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10198610.000000 Penalty: 5506.909180
	Iteration 30Q: 3 clusters Score -1.019861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10198613.000000 Penalty: 5506.909180
	Iteration 31Q: 3 clusters Score -1.019861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10198622.000000 Penalty: 5506.909180
	Iteration 32Q: 3 clusters Score -1.019862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10198616.000000 Penalty: 5506.909180
	Iteration 33Q: 3 clusters Score -1.019862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10198611.000000 Penalty: 5506.909180
	Iteration 34Q: 3 clusters Score -1.019861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10198606.000000 Penalty: 5506.909180
	Iteration 35Q: 3 clusters Score -1.019861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10198607.000000 Penalty: 5506.909180
	Iteration 36Q: 3 clusters Score -1.019861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10198613.000000 Penalty: 5506.909180
	Iteration 37Q: 3 clusters Score -1.019861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10198614.000000 Penalty: 5506.909180
	Iteration 38Q: 3 clusters Score -1.019861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10198614.000000 Penalty: 5506.909180
	Iteration 39F: 3 clusters Score -1.019861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (100985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Entering Unmasked Estep 
Score: -15651294.000000 Penalty: 2857.636230
	Iteration 0F: 2 clusters Score -1.565129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -15587582.000000 Penalty: 5715.272461
	Iteration 0F: 3 clusters Score -1.558758e+07 nChanged 47824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -15615040.000000 Penalty: 5715.272461
	Iteration 1F: 3 clusters Score -1.561504e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -15615728.000000 Penalty: 5715.272461
	Iteration 2Q: 3 clusters Score -1.561573e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -15616460.000000 Penalty: 5715.272461
	Iteration 3Q: 3 clusters Score -1.561646e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -15617371.000000 Penalty: 5715.272461
	Iteration 4Q: 3 clusters Score -1.561737e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -15618554.000000 Penalty: 5715.272461
	Iteration 5Q: 3 clusters Score -1.561855e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -15620236.000000 Penalty: 5715.272461
	Iteration 6Q: 3 clusters Score -1.562024e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -15622445.000000 Penalty: 5715.272461
	Iteration 7Q: 3 clusters Score -1.562244e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -15625649.000000 Penalty: 5715.272461
	Iteration 8F: 3 clusters Score -1.562565e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -15629498.000000 Penalty: 5715.272461
	Iteration 9F: 3 clusters Score -1.56295e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -15633515.000000 Penalty: 5715.272461
	Iteration 10F: 3 clusters Score -1.563352e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -15636948.000000 Penalty: 5715.272461
	Iteration 11F: 3 clusters Score -1.563695e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -15639548.000000 Penalty: 5715.272461
	Iteration 12Q: 3 clusters Score -1.563955e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -15641087.000000 Penalty: 5715.272461
	Iteration 13Q: 3 clusters Score -1.564109e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -15642130.000000 Penalty: 5715.272461
	Iteration 14Q: 3 clusters Score -1.564213e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -15642873.000000 Penalty: 5715.272461
	Iteration 15Q: 3 clusters Score -1.564287e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -15643523.000000 Penalty: 5715.272461
	Iteration 16Q: 3 clusters Score -1.564352e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -15644127.000000 Penalty: 5715.272461
	Iteration 17Q: 3 clusters Score -1.564413e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -15644785.000000 Penalty: 5715.272461
	Iteration 18Q: 3 clusters Score -1.564478e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -15645391.000000 Penalty: 5715.272461
	Iteration 19Q: 3 clusters Score -1.564539e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -15645838.000000 Penalty: 5715.272461
	Iteration 20F: 3 clusters Score -1.564584e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -15646329.000000 Penalty: 5715.272461
	Iteration 21Q: 3 clusters Score -1.564633e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -15646759.000000 Penalty: 5715.272461
	Iteration 22Q: 3 clusters Score -1.564676e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -15647157.000000 Penalty: 5715.272461
	Iteration 23Q: 3 clusters Score -1.564716e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -15647535.000000 Penalty: 5715.272461
	Iteration 24Q: 3 clusters Score -1.564754e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -15647776.000000 Penalty: 5715.272461
	Iteration 25Q: 3 clusters Score -1.564778e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -15647977.000000 Penalty: 5715.272461
	Iteration 26Q: 3 clusters Score -1.564798e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -15648228.000000 Penalty: 5715.272461
	Iteration 27Q: 3 clusters Score -1.564823e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -15648399.000000 Penalty: 5715.272461
	Iteration 28Q: 3 clusters Score -1.56484e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -15648424.000000 Penalty: 5715.272461
	Iteration 29Q: 3 clusters Score -1.564842e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -15648552.000000 Penalty: 5715.272461
	Iteration 30Q: 3 clusters Score -1.564855e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -15648673.000000 Penalty: 5715.272461
	Iteration 31Q: 3 clusters Score -1.564867e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -15648784.000000 Penalty: 5715.272461
	Iteration 32Q: 3 clusters Score -1.564878e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -15648883.000000 Penalty: 5715.272461
	Iteration 33Q: 3 clusters Score -1.564888e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -15648924.000000 Penalty: 5715.272461
	Iteration 34Q: 3 clusters Score -1.564892e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -15648961.000000 Penalty: 5715.272461
	Iteration 35Q: 3 clusters Score -1.564896e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -15649002.000000 Penalty: 5715.272461
	Iteration 36Q: 3 clusters Score -1.5649e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -15649025.000000 Penalty: 5715.272461
	Iteration 37Q: 3 clusters Score -1.564902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -15649030.000000 Penalty: 5715.272461
	Iteration 38Q: 3 clusters Score -1.564903e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -15649046.000000 Penalty: 5715.272461
	Iteration 39Q: 3 clusters Score -1.564905e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -15649035.000000 Penalty: 5715.272461
	Iteration 40F: 3 clusters Score -1.564904e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -15649042.000000 Penalty: 5715.272461
	Iteration 41Q: 3 clusters Score -1.564904e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -15649070.000000 Penalty: 5715.272461
	Iteration 42Q: 3 clusters Score -1.564907e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -15649067.000000 Penalty: 5715.272461
	Iteration 43Q: 3 clusters Score -1.564907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -15649057.000000 Penalty: 5715.272461
	Iteration 44Q: 3 clusters Score -1.564906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -15649052.000000 Penalty: 5715.272461
	Iteration 45Q: 3 clusters Score -1.564905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -15649061.000000 Penalty: 5715.272461
	Iteration 46Q: 3 clusters Score -1.564906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -15649067.000000 Penalty: 5715.272461
	Iteration 47Q: 3 clusters Score -1.564907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -15649088.000000 Penalty: 5715.272461
	Iteration 48Q: 3 clusters Score -1.564909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -15649106.000000 Penalty: 5715.272461
	Iteration 49Q: 3 clusters Score -1.564911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -15649101.000000 Penalty: 5715.272461
	Iteration 50Q: 3 clusters Score -1.56491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -15649107.000000 Penalty: 5715.272461
	Iteration 51Q: 3 clusters Score -1.564911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -15649115.000000 Penalty: 5715.272461
	Iteration 52Q: 3 clusters Score -1.564912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -15649113.000000 Penalty: 5715.272461
	Iteration 53Q: 3 clusters Score -1.564911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -15649107.000000 Penalty: 5715.272461
	Iteration 54Q: 3 clusters Score -1.564911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -15649101.000000 Penalty: 5715.272461
	Iteration 55Q: 3 clusters Score -1.56491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -15649104.000000 Penalty: 5715.272461
	Iteration 56Q: 3 clusters Score -1.56491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -15649105.000000 Penalty: 5715.272461
	Iteration 57Q: 3 clusters Score -1.56491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -15649110.000000 Penalty: 5715.272461
	Iteration 58Q: 3 clusters Score -1.564911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -15649110.000000 Penalty: 5715.272461
	Iteration 59Q: 3 clusters Score -1.564911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -15649124.000000 Penalty: 5715.272461
	Iteration 60F: 3 clusters Score -1.564912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -15649123.000000 Penalty: 5715.272461
	Iteration 61Q: 3 clusters Score -1.564912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -15649121.000000 Penalty: 5715.272461
	Iteration 62Q: 3 clusters Score -1.564912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -15649135.000000 Penalty: 5715.272461
	Iteration 63Q: 3 clusters Score -1.564914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -15649120.000000 Penalty: 5715.272461
	Iteration 64Q: 3 clusters Score -1.564912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -15649128.000000 Penalty: 5715.272461
	Iteration 65Q: 3 clusters Score -1.564913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -15649116.000000 Penalty: 5715.272461
	Iteration 66Q: 3 clusters Score -1.564912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -15649129.000000 Penalty: 5715.272461
	Iteration 67Q: 3 clusters Score -1.564913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -15649122.000000 Penalty: 5715.272461
	Iteration 68Q: 3 clusters Score -1.564912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -15649133.000000 Penalty: 5715.272461
	Iteration 69Q: 3 clusters Score -1.564913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -15649128.000000 Penalty: 5715.272461
	Iteration 70Q: 3 clusters Score -1.564913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -15649117.000000 Penalty: 5715.272461
	Iteration 71Q: 3 clusters Score -1.564912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -15649124.000000 Penalty: 5715.272461
	Iteration 72Q: 3 clusters Score -1.564912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -15649114.000000 Penalty: 5715.272461
	Iteration 73Q: 3 clusters Score -1.564911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -15649110.000000 Penalty: 5715.272461
	Iteration 74Q: 3 clusters Score -1.564911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -15649115.000000 Penalty: 5715.272461
	Iteration 75Q: 3 clusters Score -1.564912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -15649109.000000 Penalty: 5715.272461
	Iteration 76Q: 3 clusters Score -1.564911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -15649109.000000 Penalty: 5715.272461
	Iteration 77F: 3 clusters Score -1.564911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 108630 members 
Mstep: Class 3 contains 102936 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 56036 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 104116 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98059 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30472 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 10993 members 
Mstep: Class 22 contains 35926 members 
Mstep: Class 23 contains 54468 members 
Mstep: Class 24 contains 66346 members 
Mstep: Class 25 contains 100985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787216.000000 Penalty: 88517.062500
Iteration 79Q: 27 clusters Score -1.377872e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 108474 members 
Mstep: Class 3 contains 102880 members 
Mstep: Class 4 contains 44660 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 56053 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 722 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 104137 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 98000 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30455 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 36054 members 
Mstep: Class 23 contains 54801 members 
Mstep: Class 24 contains 66197 members 
Mstep: Class 25 contains 100923 members 
Mstep: Class 26 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787744.000000 Penalty: 88517.062500
Iteration 80F: 27 clusters Score -1.377877e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 108294 members 
Mstep: Class 3 contains 102906 members 
Mstep: Class 4 contains 44654 members 
Mstep: Class 5 contains 33153 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 56054 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 104197 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97913 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 30424 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 11002 members 
Mstep: Class 22 contains 36141 members 
Mstep: Class 23 contains 55089 members 
Mstep: Class 24 contains 66064 members 
Mstep: Class 25 contains 100894 members 
Mstep: Class 26 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787984.000000 Penalty: 88517.062500
Iteration 81Q: 27 clusters Score -1.37788e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 108099 members 
Mstep: Class 3 contains 102973 members 
Mstep: Class 4 contains 44652 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 8391 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 56040 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 14438 members 
Mstep: Class 14 contains 104306 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97817 members 
Mstep: Class 17 contains 19061 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 30400 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 10992 members 
Mstep: Class 22 contains 36211 members 
Mstep: Class 23 contains 55332 members 
Mstep: Class 24 contains 65958 members 
Mstep: Class 25 contains 100860 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788000.000000 Penalty: 88517.062500
Iteration 82Q: 27 clusters Score -1.37788e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 107831 members 
Mstep: Class 3 contains 103068 members 
Mstep: Class 4 contains 44652 members 
Mstep: Class 5 contains 33157 members 
Mstep: Class 6 contains 8438 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 56029 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 104404 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97752 members 
Mstep: Class 17 contains 19061 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 30369 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 10988 members 
Mstep: Class 22 contains 36296 members 
Mstep: Class 23 contains 55543 members 
Mstep: Class 24 contains 65850 members 
Mstep: Class 25 contains 100853 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788672.000000 Penalty: 88517.062500
Iteration 83Q: 27 clusters Score -1.377887e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 107510 members 
Mstep: Class 3 contains 103230 members 
Mstep: Class 4 contains 44676 members 
Mstep: Class 5 contains 33160 members 
Mstep: Class 6 contains 8486 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 56019 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 14286 members 
Mstep: Class 14 contains 104453 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97714 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 30342 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 10980 members 
Mstep: Class 22 contains 36393 members 
Mstep: Class 23 contains 55717 members 
Mstep: Class 24 contains 65754 members 
Mstep: Class 25 contains 100868 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788800.000000 Penalty: 88517.062500
Iteration 84Q: 27 clusters Score -1.377888e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 107168 members 
Mstep: Class 3 contains 103366 members 
Mstep: Class 4 contains 44704 members 
Mstep: Class 5 contains 33162 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 56012 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 104532 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97688 members 
Mstep: Class 17 contains 19049 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 30311 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 36523 members 
Mstep: Class 23 contains 55865 members 
Mstep: Class 24 contains 65658 members 
Mstep: Class 25 contains 100875 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788912.000000 Penalty: 88517.062500
Iteration 85Q: 27 clusters Score -1.377889e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 106838 members 
Mstep: Class 3 contains 103539 members 
Mstep: Class 4 contains 44729 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 8587 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 55990 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 104579 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97651 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 30297 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 10983 members 
Mstep: Class 22 contains 36658 members 
Mstep: Class 23 contains 55995 members 
Mstep: Class 24 contains 65548 members 
Mstep: Class 25 contains 100879 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788992.000000 Penalty: 88517.062500
Iteration 86Q: 27 clusters Score -1.37789e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 106493 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 44739 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55960 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 14058 members 
Mstep: Class 14 contains 104637 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97626 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 30283 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 10983 members 
Mstep: Class 22 contains 36783 members 
Mstep: Class 23 contains 56148 members 
Mstep: Class 24 contains 65459 members 
Mstep: Class 25 contains 100872 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788912.000000 Penalty: 88517.062500
Iteration 87Q: 27 clusters Score -1.377889e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 106158 members 
Mstep: Class 3 contains 103828 members 
Mstep: Class 4 contains 44755 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55942 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13993 members 
Mstep: Class 14 contains 104732 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97618 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 30264 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 36901 members 
Mstep: Class 23 contains 56289 members 
Mstep: Class 24 contains 65372 members 
Mstep: Class 25 contains 100844 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789168.000000 Penalty: 88517.062500
Iteration 88Q: 27 clusters Score -1.377892e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 105843 members 
Mstep: Class 3 contains 103908 members 
Mstep: Class 4 contains 44768 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 55908 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13932 members 
Mstep: Class 14 contains 104797 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97636 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 37008 members 
Mstep: Class 23 contains 56430 members 
Mstep: Class 24 contains 65297 members 
Mstep: Class 25 contains 100844 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789376.000000 Penalty: 88517.062500
Iteration 89Q: 27 clusters Score -1.377894e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 105538 members 
Mstep: Class 3 contains 104043 members 
Mstep: Class 4 contains 44779 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55881 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 104856 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97598 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 30240 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 10981 members 
Mstep: Class 22 contains 37117 members 
Mstep: Class 23 contains 56551 members 
Mstep: Class 24 contains 65233 members 
Mstep: Class 25 contains 100849 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789424.000000 Penalty: 88517.062500
Iteration 90Q: 27 clusters Score -1.377894e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 105224 members 
Mstep: Class 3 contains 104077 members 
Mstep: Class 4 contains 44786 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13826 members 
Mstep: Class 14 contains 104962 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97570 members 
Mstep: Class 17 contains 19025 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 30232 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 10994 members 
Mstep: Class 22 contains 37231 members 
Mstep: Class 23 contains 56662 members 
Mstep: Class 24 contains 65195 members 
Mstep: Class 25 contains 100849 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789936.000000 Penalty: 88517.062500
Iteration 91Q: 27 clusters Score -1.377899e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 104962 members 
Mstep: Class 3 contains 104077 members 
Mstep: Class 4 contains 44821 members 
Mstep: Class 5 contains 33254 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 55797 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13765 members 
Mstep: Class 14 contains 105071 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97534 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 30204 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 11005 members 
Mstep: Class 22 contains 37341 members 
Mstep: Class 23 contains 56793 members 
Mstep: Class 24 contains 65152 members 
Mstep: Class 25 contains 100831 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137789856.000000 Penalty: 88517.062500
Iteration 92Q: 27 clusters Score -1.377899e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 104657 members 
Mstep: Class 3 contains 104128 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 33271 members 
Mstep: Class 6 contains 8927 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55781 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13708 members 
Mstep: Class 14 contains 105144 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97494 members 
Mstep: Class 17 contains 19042 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 30178 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 11018 members 
Mstep: Class 22 contains 37437 members 
Mstep: Class 23 contains 56933 members 
Mstep: Class 24 contains 65139 members 
Mstep: Class 25 contains 100802 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790352.000000 Penalty: 88517.062500
Iteration 93Q: 27 clusters Score -1.377904e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 104378 members 
Mstep: Class 3 contains 104156 members 
Mstep: Class 4 contains 44875 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 8960 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55745 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13652 members 
Mstep: Class 14 contains 105199 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97491 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 30152 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 37549 members 
Mstep: Class 23 contains 57056 members 
Mstep: Class 24 contains 65134 members 
Mstep: Class 25 contains 100782 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790288.000000 Penalty: 88517.062500
Iteration 94Q: 27 clusters Score -1.377903e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104176 members 
Mstep: Class 3 contains 104174 members 
Mstep: Class 4 contains 44915 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55700 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13587 members 
Mstep: Class 14 contains 105245 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97422 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 30133 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 37666 members 
Mstep: Class 23 contains 57167 members 
Mstep: Class 24 contains 65123 members 
Mstep: Class 25 contains 100781 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790720.000000 Penalty: 88517.062500
Iteration 95Q: 27 clusters Score -1.377907e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 103958 members 
Mstep: Class 3 contains 104187 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 33289 members 
Mstep: Class 6 contains 9046 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 55664 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13518 members 
Mstep: Class 14 contains 105281 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97354 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 30116 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 11037 members 
Mstep: Class 22 contains 37767 members 
Mstep: Class 23 contains 57279 members 
Mstep: Class 24 contains 65121 members 
Mstep: Class 25 contains 100800 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790864.000000 Penalty: 88517.062500
Iteration 96Q: 27 clusters Score -1.377909e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 103723 members 
Mstep: Class 3 contains 104223 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 5 contains 33300 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 55626 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13463 members 
Mstep: Class 14 contains 105326 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97321 members 
Mstep: Class 17 contains 19063 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 30091 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 11053 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 57376 members 
Mstep: Class 24 contains 65101 members 
Mstep: Class 25 contains 100790 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790864.000000 Penalty: 88517.062500
Iteration 97Q: 27 clusters Score -1.377909e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 103516 members 
Mstep: Class 3 contains 104228 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 33312 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55591 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13407 members 
Mstep: Class 14 contains 105388 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97271 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 30065 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 11057 members 
Mstep: Class 22 contains 37977 members 
Mstep: Class 23 contains 57488 members 
Mstep: Class 24 contains 65095 members 
Mstep: Class 25 contains 100770 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790800.000000 Penalty: 88517.062500
Iteration 98Q: 27 clusters Score -1.377908e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 103356 members 
Mstep: Class 3 contains 104269 members 
Mstep: Class 4 contains 45014 members 
Mstep: Class 5 contains 33316 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55550 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13357 members 
Mstep: Class 14 contains 105424 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97219 members 
Mstep: Class 17 contains 19073 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 30059 members 
Mstep: Class 20 contains 3462 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 38079 members 
Mstep: Class 23 contains 57584 members 
Mstep: Class 24 contains 65080 members 
Mstep: Class 25 contains 100741 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790800.000000 Penalty: 88517.062500
Iteration 99Q: 27 clusters Score -1.377908e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 103195 members 
Mstep: Class 3 contains 104315 members 
Mstep: Class 4 contains 45025 members 
Mstep: Class 5 contains 33324 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55514 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13304 members 
Mstep: Class 14 contains 105442 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97173 members 
Mstep: Class 17 contains 19084 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 30063 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 11068 members 
Mstep: Class 22 contains 38177 members 
Mstep: Class 23 contains 57673 members 
Mstep: Class 24 contains 65068 members 
Mstep: Class 25 contains 100706 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790992.000000 Penalty: 88517.062500
Iteration 100F: 27 clusters Score -1.37791e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 103039 members 
Mstep: Class 3 contains 104330 members 
Mstep: Class 4 contains 45051 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55498 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 105480 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97140 members 
Mstep: Class 17 contains 19090 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 30065 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 38282 members 
Mstep: Class 23 contains 57753 members 
Mstep: Class 24 contains 65059 members 
Mstep: Class 25 contains 100655 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791088.000000 Penalty: 88517.062500
Iteration 101Q: 27 clusters Score -1.377911e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 102882 members 
Mstep: Class 3 contains 104306 members 
Mstep: Class 4 contains 45081 members 
Mstep: Class 5 contains 33329 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 55483 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13182 members 
Mstep: Class 14 contains 105512 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97147 members 
Mstep: Class 17 contains 19093 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 30062 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 38380 members 
Mstep: Class 23 contains 57842 members 
Mstep: Class 24 contains 65048 members 
Mstep: Class 25 contains 100616 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791248.000000 Penalty: 88517.062500
Iteration 102Q: 27 clusters Score -1.377912e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 102805 members 
Mstep: Class 3 contains 104251 members 
Mstep: Class 4 contains 45095 members 
Mstep: Class 5 contains 33335 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55461 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 105483 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97134 members 
Mstep: Class 17 contains 19097 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 30058 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 11078 members 
Mstep: Class 22 contains 38496 members 
Mstep: Class 23 contains 57928 members 
Mstep: Class 24 contains 65032 members 
Mstep: Class 25 contains 100590 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791632.000000 Penalty: 88517.062500
Iteration 103Q: 27 clusters Score -1.377916e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 102728 members 
Mstep: Class 3 contains 104178 members 
Mstep: Class 4 contains 45115 members 
Mstep: Class 5 contains 33330 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 55461 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 13071 members 
Mstep: Class 14 contains 105442 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97091 members 
Mstep: Class 17 contains 19103 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 30046 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 11082 members 
Mstep: Class 22 contains 38603 members 
Mstep: Class 23 contains 58051 members 
Mstep: Class 24 contains 65033 members 
Mstep: Class 25 contains 100562 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791760.000000 Penalty: 88517.062500
Iteration 104Q: 27 clusters Score -1.377918e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 102708 members 
Mstep: Class 3 contains 104103 members 
Mstep: Class 4 contains 45141 members 
Mstep: Class 5 contains 33333 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 55447 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 105412 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 19116 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 30020 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 11089 members 
Mstep: Class 22 contains 38704 members 
Mstep: Class 23 contains 58167 members 
Mstep: Class 24 contains 65020 members 
Mstep: Class 25 contains 100513 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791712.000000 Penalty: 88517.062500
Iteration 105Q: 27 clusters Score -1.377917e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 102709 members 
Mstep: Class 3 contains 104000 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 33334 members 
Mstep: Class 6 contains 9477 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55434 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12914 members 
Mstep: Class 14 contains 105386 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96982 members 
Mstep: Class 17 contains 19128 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 30001 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 11092 members 
Mstep: Class 22 contains 38793 members 
Mstep: Class 23 contains 58270 members 
Mstep: Class 24 contains 65017 members 
Mstep: Class 25 contains 100488 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792080.000000 Penalty: 88517.062500
Iteration 106Q: 27 clusters Score -1.377921e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 102649 members 
Mstep: Class 3 contains 103930 members 
Mstep: Class 4 contains 45205 members 
Mstep: Class 5 contains 33341 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 55445 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12840 members 
Mstep: Class 14 contains 105391 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96925 members 
Mstep: Class 17 contains 19144 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 11090 members 
Mstep: Class 22 contains 38876 members 
Mstep: Class 23 contains 58360 members 
Mstep: Class 24 contains 65005 members 
Mstep: Class 25 contains 100468 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792048.000000 Penalty: 88517.062500
Iteration 107Q: 27 clusters Score -1.37792e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 102633 members 
Mstep: Class 3 contains 103847 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 33346 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 55443 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12756 members 
Mstep: Class 14 contains 105401 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96851 members 
Mstep: Class 17 contains 19162 members 
Mstep: Class 18 contains 463 members 
Mstep: Class 19 contains 29961 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11087 members 
Mstep: Class 22 contains 38970 members 
Mstep: Class 23 contains 58444 members 
Mstep: Class 24 contains 64992 members 
Mstep: Class 25 contains 100444 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792128.000000 Penalty: 88517.062500
Iteration 108Q: 27 clusters Score -1.377921e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 102648 members 
Mstep: Class 3 contains 103764 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 33344 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 55437 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12694 members 
Mstep: Class 14 contains 105423 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96804 members 
Mstep: Class 17 contains 19179 members 
Mstep: Class 18 contains 464 members 
Mstep: Class 19 contains 29941 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 39044 members 
Mstep: Class 23 contains 58537 members 
Mstep: Class 24 contains 64960 members 
Mstep: Class 25 contains 100386 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792336.000000 Penalty: 88517.062500
Iteration 109Q: 27 clusters Score -1.377923e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 102731 members 
Mstep: Class 3 contains 103656 members 
Mstep: Class 4 contains 45280 members 
Mstep: Class 5 contains 33357 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55402 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12644 members 
Mstep: Class 14 contains 105445 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96776 members 
Mstep: Class 17 contains 19191 members 
Mstep: Class 18 contains 466 members 
Mstep: Class 19 contains 29934 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11083 members 
Mstep: Class 22 contains 39117 members 
Mstep: Class 23 contains 58636 members 
Mstep: Class 24 contains 64911 members 
Mstep: Class 25 contains 100316 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792512.000000 Penalty: 88517.062500
Iteration 110Q: 27 clusters Score -1.377925e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 102773 members 
Mstep: Class 3 contains 103590 members 
Mstep: Class 4 contains 45289 members 
Mstep: Class 5 contains 33373 members 
Mstep: Class 6 contains 9724 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55390 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12603 members 
Mstep: Class 14 contains 105452 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96745 members 
Mstep: Class 17 contains 19205 members 
Mstep: Class 18 contains 466 members 
Mstep: Class 19 contains 29918 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11077 members 
Mstep: Class 22 contains 39171 members 
Mstep: Class 23 contains 58730 members 
Mstep: Class 24 contains 64870 members 
Mstep: Class 25 contains 100248 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 111Q: 27 clusters Score -1.377928e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 102821 members 
Mstep: Class 3 contains 103510 members 
Mstep: Class 4 contains 45314 members 
Mstep: Class 5 contains 33389 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55397 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12554 members 
Mstep: Class 14 contains 105468 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96684 members 
Mstep: Class 17 contains 19210 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 29911 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11070 members 
Mstep: Class 22 contains 39229 members 
Mstep: Class 23 contains 58808 members 
Mstep: Class 24 contains 64834 members 
Mstep: Class 25 contains 100198 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792976.000000 Penalty: 88517.062500
Iteration 112Q: 27 clusters Score -1.37793e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 102862 members 
Mstep: Class 3 contains 103368 members 
Mstep: Class 4 contains 45348 members 
Mstep: Class 5 contains 33392 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 55404 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12493 members 
Mstep: Class 14 contains 105517 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96637 members 
Mstep: Class 17 contains 19226 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 29906 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 11070 members 
Mstep: Class 22 contains 39288 members 
Mstep: Class 23 contains 58894 members 
Mstep: Class 24 contains 64813 members 
Mstep: Class 25 contains 100140 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793184.000000 Penalty: 88517.062500
Iteration 113Q: 27 clusters Score -1.377932e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 102987 members 
Mstep: Class 3 contains 103207 members 
Mstep: Class 4 contains 45386 members 
Mstep: Class 5 contains 33392 members 
Mstep: Class 6 contains 9802 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55410 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12436 members 
Mstep: Class 14 contains 105559 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96567 members 
Mstep: Class 17 contains 19237 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 29892 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 39349 members 
Mstep: Class 23 contains 58957 members 
Mstep: Class 24 contains 64784 members 
Mstep: Class 25 contains 100105 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793280.000000 Penalty: 88517.062500
Iteration 114Q: 27 clusters Score -1.377933e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 103086 members 
Mstep: Class 3 contains 103073 members 
Mstep: Class 4 contains 45409 members 
Mstep: Class 5 contains 33399 members 
Mstep: Class 6 contains 9833 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12396 members 
Mstep: Class 14 contains 105567 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96494 members 
Mstep: Class 17 contains 19242 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 29883 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 39422 members 
Mstep: Class 23 contains 59037 members 
Mstep: Class 24 contains 64736 members 
Mstep: Class 25 contains 100079 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793536.000000 Penalty: 88517.062500
Iteration 115Q: 27 clusters Score -1.377935e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 103201 members 
Mstep: Class 3 contains 102908 members 
Mstep: Class 4 contains 45428 members 
Mstep: Class 5 contains 33398 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55446 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12352 members 
Mstep: Class 14 contains 105562 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96442 members 
Mstep: Class 17 contains 19252 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 29876 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 39477 members 
Mstep: Class 23 contains 59131 members 
Mstep: Class 24 contains 64692 members 
Mstep: Class 25 contains 100052 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793632.000000 Penalty: 88517.062500
Iteration 116Q: 27 clusters Score -1.377936e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 103303 members 
Mstep: Class 3 contains 102799 members 
Mstep: Class 4 contains 45439 members 
Mstep: Class 5 contains 33405 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55454 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 105532 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96399 members 
Mstep: Class 17 contains 19255 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 29862 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 39545 members 
Mstep: Class 23 contains 59209 members 
Mstep: Class 24 contains 64638 members 
Mstep: Class 25 contains 100031 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793536.000000 Penalty: 88517.062500
Iteration 117Q: 27 clusters Score -1.377935e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103419 members 
Mstep: Class 3 contains 102703 members 
Mstep: Class 4 contains 45449 members 
Mstep: Class 5 contains 33419 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55465 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 105486 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96320 members 
Mstep: Class 17 contains 19263 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 29862 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 39604 members 
Mstep: Class 23 contains 59266 members 
Mstep: Class 24 contains 64591 members 
Mstep: Class 25 contains 100041 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793840.000000 Penalty: 88517.062500
Iteration 118Q: 27 clusters Score -1.377938e+08 nChanged 1431
Entering ConstructFrom: 
Score: -137793840.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1208408.875000 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1208409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1202126.250000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1202126 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1203939.750000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1203940 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1204251.875000 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1204252 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1204523.750000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1204524 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1204775.125000 Penalty: 4447.186035
	Iteration 4F: 3 clusters Score -1204775 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1205022.500000 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -1205022 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1205273.625000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -1205274 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1205515.125000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -1205515 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1205747.250000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1205747 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1205983.000000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1205983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1206196.625000 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1206197 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1206372.000000 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1206372 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1206499.125000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1206499 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1206565.625000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1206566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1206596.250000 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1206596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1206616.000000 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1206616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1206630.500000 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1206630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1206642.000000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1206642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1206648.250000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1206648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1206656.250000 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1206656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1206662.625000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1206663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1206669.750000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1206670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1206670.500000 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1206670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1206674.250000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1206674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1206676.625000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1206677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1206678.875000 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1206679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1206678.375000 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1206678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1206678.375000 Penalty: 4447.186035
	Iteration 27F: 3 clusters Score -1206678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Entering Unmasked Estep 
Score: -15928571.000000 Penalty: 2863.806641
	Iteration 0F: 2 clusters Score -1.592857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -15860572.000000 Penalty: 5727.613281
	Iteration 0F: 3 clusters Score -1.586057e+07 nChanged 49025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -15888629.000000 Penalty: 5727.613281
	Iteration 1F: 3 clusters Score -1.588863e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -15890073.000000 Penalty: 5727.613281
	Iteration 2Q: 3 clusters Score -1.589007e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -15892098.000000 Penalty: 5727.613281
	Iteration 3Q: 3 clusters Score -1.58921e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -15895022.000000 Penalty: 5727.613281
	Iteration 4Q: 3 clusters Score -1.589502e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -15898918.000000 Penalty: 5727.613281
	Iteration 5F: 3 clusters Score -1.589892e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -15903759.000000 Penalty: 5727.613281
	Iteration 6F: 3 clusters Score -1.590376e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -15909676.000000 Penalty: 5727.613281
	Iteration 7F: 3 clusters Score -1.590968e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -15915353.000000 Penalty: 5727.613281
	Iteration 8F: 3 clusters Score -1.591535e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -15918531.000000 Penalty: 5727.613281
	Iteration 9F: 3 clusters Score -1.591853e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -15920215.000000 Penalty: 5727.613281
	Iteration 10Q: 3 clusters Score -1.592022e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -15921277.000000 Penalty: 5727.613281
	Iteration 11Q: 3 clusters Score -1.592128e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -15922063.000000 Penalty: 5727.613281
	Iteration 12Q: 3 clusters Score -1.592206e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -15922704.000000 Penalty: 5727.613281
	Iteration 13Q: 3 clusters Score -1.59227e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -15923312.000000 Penalty: 5727.613281
	Iteration 14Q: 3 clusters Score -1.592331e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -15923664.000000 Penalty: 5727.613281
	Iteration 15Q: 3 clusters Score -1.592366e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -15924020.000000 Penalty: 5727.613281
	Iteration 16Q: 3 clusters Score -1.592402e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -15924304.000000 Penalty: 5727.613281
	Iteration 17Q: 3 clusters Score -1.59243e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -15924519.000000 Penalty: 5727.613281
	Iteration 18Q: 3 clusters Score -1.592452e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -15924756.000000 Penalty: 5727.613281
	Iteration 19Q: 3 clusters Score -1.592476e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -15924976.000000 Penalty: 5727.613281
	Iteration 20F: 3 clusters Score -1.592498e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -15925147.000000 Penalty: 5727.613281
	Iteration 21Q: 3 clusters Score -1.592515e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -15925264.000000 Penalty: 5727.613281
	Iteration 22Q: 3 clusters Score -1.592526e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -15925421.000000 Penalty: 5727.613281
	Iteration 23Q: 3 clusters Score -1.592542e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -15925583.000000 Penalty: 5727.613281
	Iteration 24Q: 3 clusters Score -1.592558e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -15925724.000000 Penalty: 5727.613281
	Iteration 25Q: 3 clusters Score -1.592572e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -15925888.000000 Penalty: 5727.613281
	Iteration 26Q: 3 clusters Score -1.592589e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -15926001.000000 Penalty: 5727.613281
	Iteration 27Q: 3 clusters Score -1.5926e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -15926089.000000 Penalty: 5727.613281
	Iteration 28Q: 3 clusters Score -1.592609e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -15926174.000000 Penalty: 5727.613281
	Iteration 29Q: 3 clusters Score -1.592617e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -15926295.000000 Penalty: 5727.613281
	Iteration 30Q: 3 clusters Score -1.59263e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -15926440.000000 Penalty: 5727.613281
	Iteration 31Q: 3 clusters Score -1.592644e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -15926517.000000 Penalty: 5727.613281
	Iteration 32Q: 3 clusters Score -1.592652e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -15926594.000000 Penalty: 5727.613281
	Iteration 33Q: 3 clusters Score -1.592659e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -15926682.000000 Penalty: 5727.613281
	Iteration 34Q: 3 clusters Score -1.592668e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -15926769.000000 Penalty: 5727.613281
	Iteration 35Q: 3 clusters Score -1.592677e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -15926798.000000 Penalty: 5727.613281
	Iteration 36Q: 3 clusters Score -1.59268e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -15926828.000000 Penalty: 5727.613281
	Iteration 37Q: 3 clusters Score -1.592683e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -15926846.000000 Penalty: 5727.613281
	Iteration 38Q: 3 clusters Score -1.592685e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -15926870.000000 Penalty: 5727.613281
	Iteration 39Q: 3 clusters Score -1.592687e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -15926922.000000 Penalty: 5727.613281
	Iteration 40F: 3 clusters Score -1.592692e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -15926949.000000 Penalty: 5727.613281
	Iteration 41Q: 3 clusters Score -1.592695e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -15926963.000000 Penalty: 5727.613281
	Iteration 42Q: 3 clusters Score -1.592696e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -15927011.000000 Penalty: 5727.613281
	Iteration 43Q: 3 clusters Score -1.592701e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -15927124.000000 Penalty: 5727.613281
	Iteration 44Q: 3 clusters Score -1.592712e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -15927170.000000 Penalty: 5727.613281
	Iteration 45Q: 3 clusters Score -1.592717e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -15927177.000000 Penalty: 5727.613281
	Iteration 46Q: 3 clusters Score -1.592718e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -15927191.000000 Penalty: 5727.613281
	Iteration 47Q: 3 clusters Score -1.592719e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -15927230.000000 Penalty: 5727.613281
	Iteration 48Q: 3 clusters Score -1.592723e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -15927299.000000 Penalty: 5727.613281
	Iteration 49Q: 3 clusters Score -1.59273e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -15927374.000000 Penalty: 5727.613281
	Iteration 50Q: 3 clusters Score -1.592737e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -15927380.000000 Penalty: 5727.613281
	Iteration 51Q: 3 clusters Score -1.592738e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -15927376.000000 Penalty: 5727.613281
	Iteration 52Q: 3 clusters Score -1.592738e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -15927365.000000 Penalty: 5727.613281
	Iteration 53Q: 3 clusters Score -1.592736e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -15927372.000000 Penalty: 5727.613281
	Iteration 54Q: 3 clusters Score -1.592737e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -15927409.000000 Penalty: 5727.613281
	Iteration 55Q: 3 clusters Score -1.592741e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -15927440.000000 Penalty: 5727.613281
	Iteration 56Q: 3 clusters Score -1.592744e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -15927465.000000 Penalty: 5727.613281
	Iteration 57Q: 3 clusters Score -1.592746e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -15927473.000000 Penalty: 5727.613281
	Iteration 58Q: 3 clusters Score -1.592747e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -15927446.000000 Penalty: 5727.613281
	Iteration 59Q: 3 clusters Score -1.592745e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -15927451.000000 Penalty: 5727.613281
	Iteration 60F: 3 clusters Score -1.592745e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -15927470.000000 Penalty: 5727.613281
	Iteration 61Q: 3 clusters Score -1.592747e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -15927453.000000 Penalty: 5727.613281
	Iteration 62Q: 3 clusters Score -1.592745e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -15927430.000000 Penalty: 5727.613281
	Iteration 63Q: 3 clusters Score -1.592743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -15927458.000000 Penalty: 5727.613281
	Iteration 64Q: 3 clusters Score -1.592746e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -15927451.000000 Penalty: 5727.613281
	Iteration 65Q: 3 clusters Score -1.592745e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -15927453.000000 Penalty: 5727.613281
	Iteration 66Q: 3 clusters Score -1.592745e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -15927484.000000 Penalty: 5727.613281
	Iteration 67Q: 3 clusters Score -1.592748e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -15927474.000000 Penalty: 5727.613281
	Iteration 68Q: 3 clusters Score -1.592747e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -15927450.000000 Penalty: 5727.613281
	Iteration 69Q: 3 clusters Score -1.592745e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -15927436.000000 Penalty: 5727.613281
	Iteration 70Q: 3 clusters Score -1.592744e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -15927421.000000 Penalty: 5727.613281
	Iteration 71Q: 3 clusters Score -1.592742e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -15927430.000000 Penalty: 5727.613281
	Iteration 72Q: 3 clusters Score -1.592743e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -15927404.000000 Penalty: 5727.613281
	Iteration 73Q: 3 clusters Score -1.59274e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -15927366.000000 Penalty: 5727.613281
	Iteration 74Q: 3 clusters Score -1.592737e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -15927362.000000 Penalty: 5727.613281
	Iteration 75Q: 3 clusters Score -1.592736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -15927344.000000 Penalty: 5727.613281
	Iteration 76Q: 3 clusters Score -1.592734e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -15927377.000000 Penalty: 5727.613281
	Iteration 77Q: 3 clusters Score -1.592738e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -15927380.000000 Penalty: 5727.613281
	Iteration 78Q: 3 clusters Score -1.592738e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -15927389.000000 Penalty: 5727.613281
	Iteration 79Q: 3 clusters Score -1.592739e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -15927358.000000 Penalty: 5727.613281
	Iteration 80F: 3 clusters Score -1.592736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -15927323.000000 Penalty: 5727.613281
	Iteration 81Q: 3 clusters Score -1.592732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -15927327.000000 Penalty: 5727.613281
	Iteration 82Q: 3 clusters Score -1.592733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -15927338.000000 Penalty: 5727.613281
	Iteration 83Q: 3 clusters Score -1.592734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -15927312.000000 Penalty: 5727.613281
	Iteration 84Q: 3 clusters Score -1.592731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -15927329.000000 Penalty: 5727.613281
	Iteration 85Q: 3 clusters Score -1.592733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -15927302.000000 Penalty: 5727.613281
	Iteration 86Q: 3 clusters Score -1.59273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -15927314.000000 Penalty: 5727.613281
	Iteration 87Q: 3 clusters Score -1.592731e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -15927304.000000 Penalty: 5727.613281
	Iteration 88Q: 3 clusters Score -1.59273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -15927276.000000 Penalty: 5727.613281
	Iteration 89Q: 3 clusters Score -1.592728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -15927274.000000 Penalty: 5727.613281
	Iteration 90Q: 3 clusters Score -1.592727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -15927273.000000 Penalty: 5727.613281
	Iteration 91Q: 3 clusters Score -1.592727e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -15927255.000000 Penalty: 5727.613281
	Iteration 92Q: 3 clusters Score -1.592726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -15927235.000000 Penalty: 5727.613281
	Iteration 93Q: 3 clusters Score -1.592724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -15927222.000000 Penalty: 5727.613281
	Iteration 94Q: 3 clusters Score -1.592722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -15927250.000000 Penalty: 5727.613281
	Iteration 95Q: 3 clusters Score -1.592725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -15927233.000000 Penalty: 5727.613281
	Iteration 96Q: 3 clusters Score -1.592723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -15927251.000000 Penalty: 5727.613281
	Iteration 97Q: 3 clusters Score -1.592725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -15927259.000000 Penalty: 5727.613281
	Iteration 98Q: 3 clusters Score -1.592726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -15927266.000000 Penalty: 5727.613281
	Iteration 99Q: 3 clusters Score -1.592727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -15927266.000000 Penalty: 5727.613281
	Iteration 100F: 3 clusters Score -1.592727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -15927263.000000 Penalty: 5727.613281
	Iteration 101Q: 3 clusters Score -1.592726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -15927265.000000 Penalty: 5727.613281
	Iteration 102Q: 3 clusters Score -1.592726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -15927255.000000 Penalty: 5727.613281
	Iteration 103Q: 3 clusters Score -1.592726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -15927258.000000 Penalty: 5727.613281
	Iteration 104Q: 3 clusters Score -1.592726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -15927277.000000 Penalty: 5727.613281
	Iteration 105Q: 3 clusters Score -1.592728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -15927273.000000 Penalty: 5727.613281
	Iteration 106Q: 3 clusters Score -1.592727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -15927277.000000 Penalty: 5727.613281
	Iteration 107Q: 3 clusters Score -1.592728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -15927282.000000 Penalty: 5727.613281
	Iteration 108Q: 3 clusters Score -1.592728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -15927292.000000 Penalty: 5727.613281
	Iteration 109Q: 3 clusters Score -1.592729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -15927320.000000 Penalty: 5727.613281
	Iteration 110Q: 3 clusters Score -1.592732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -15927302.000000 Penalty: 5727.613281
	Iteration 111Q: 3 clusters Score -1.59273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -15927307.000000 Penalty: 5727.613281
	Iteration 112Q: 3 clusters Score -1.592731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15927298.000000 Penalty: 5727.613281
	Iteration 113Q: 3 clusters Score -1.59273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -15927302.000000 Penalty: 5727.613281
	Iteration 114Q: 3 clusters Score -1.59273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -15927289.000000 Penalty: 5727.613281
	Iteration 115Q: 3 clusters Score -1.592729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -15927288.000000 Penalty: 5727.613281
	Iteration 116Q: 3 clusters Score -1.592729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -15927285.000000 Penalty: 5727.613281
	Iteration 117Q: 3 clusters Score -1.592728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -15927299.000000 Penalty: 5727.613281
	Iteration 118Q: 3 clusters Score -1.59273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -15927305.000000 Penalty: 5727.613281
	Iteration 119Q: 3 clusters Score -1.59273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -15927273.000000 Penalty: 5727.613281
	Iteration 120F: 3 clusters Score -1.592727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -15927271.000000 Penalty: 5727.613281
	Iteration 121Q: 3 clusters Score -1.592727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -15927302.000000 Penalty: 5727.613281
	Iteration 122Q: 3 clusters Score -1.59273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -15927294.000000 Penalty: 5727.613281
	Iteration 123Q: 3 clusters Score -1.592729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -15927313.000000 Penalty: 5727.613281
	Iteration 124Q: 3 clusters Score -1.592731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -15927316.000000 Penalty: 5727.613281
	Iteration 125Q: 3 clusters Score -1.592732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15927318.000000 Penalty: 5727.613281
	Iteration 126Q: 3 clusters Score -1.592732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -15927326.000000 Penalty: 5727.613281
	Iteration 127Q: 3 clusters Score -1.592733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -15927322.000000 Penalty: 5727.613281
	Iteration 128Q: 3 clusters Score -1.592732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15927318.000000 Penalty: 5727.613281
	Iteration 129Q: 3 clusters Score -1.592732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -15927323.000000 Penalty: 5727.613281
	Iteration 130Q: 3 clusters Score -1.592732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -15927325.000000 Penalty: 5727.613281
	Iteration 131Q: 3 clusters Score -1.592732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -15927322.000000 Penalty: 5727.613281
	Iteration 132Q: 3 clusters Score -1.592732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -15927337.000000 Penalty: 5727.613281
	Iteration 133Q: 3 clusters Score -1.592734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -15927337.000000 Penalty: 5727.613281
	Iteration 134Q: 3 clusters Score -1.592734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99884 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -15927334.000000 Penalty: 5727.613281
	Iteration 135Q: 3 clusters Score -1.592733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -15927330.000000 Penalty: 5727.613281
	Iteration 136Q: 3 clusters Score -1.592733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -15927329.000000 Penalty: 5727.613281
	Iteration 137Q: 3 clusters Score -1.592733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -15927329.000000 Penalty: 5727.613281
	Iteration 138Q: 3 clusters Score -1.592733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -15927333.000000 Penalty: 5727.613281
	Iteration 139Q: 3 clusters Score -1.592733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -15927337.000000 Penalty: 5727.613281
	Iteration 140F: 3 clusters Score -1.592734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -15927330.000000 Penalty: 5727.613281
	Iteration 141Q: 3 clusters Score -1.592733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -15927340.000000 Penalty: 5727.613281
	Iteration 142Q: 3 clusters Score -1.592734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15927342.000000 Penalty: 5727.613281
	Iteration 143Q: 3 clusters Score -1.592734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15927342.000000 Penalty: 5727.613281
	Iteration 144F: 3 clusters Score -1.592734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Entering Unmasked Estep 
Score: -15878658.000000 Penalty: 2861.616943
	Iteration 0F: 2 clusters Score -1.587866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -15812199.000000 Penalty: 5723.233887
	Iteration 0F: 3 clusters Score -1.58122e+07 nChanged 48860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -15839603.000000 Penalty: 5723.233887
	Iteration 1F: 3 clusters Score -1.58396e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -15840502.000000 Penalty: 5723.233887
	Iteration 2Q: 3 clusters Score -1.58405e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -15841450.000000 Penalty: 5723.233887
	Iteration 3Q: 3 clusters Score -1.584145e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -15842697.000000 Penalty: 5723.233887
	Iteration 4Q: 3 clusters Score -1.58427e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -15844756.000000 Penalty: 5723.233887
	Iteration 5Q: 3 clusters Score -1.584476e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -15848358.000000 Penalty: 5723.233887
	Iteration 6F: 3 clusters Score -1.584836e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -15854002.000000 Penalty: 5723.233887
	Iteration 7F: 3 clusters Score -1.5854e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -15861907.000000 Penalty: 5723.233887
	Iteration 8F: 3 clusters Score -1.586191e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -15869200.000000 Penalty: 5723.233887
	Iteration 9F: 3 clusters Score -1.58692e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -15873446.000000 Penalty: 5723.233887
	Iteration 10Q: 3 clusters Score -1.587345e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -15875127.000000 Penalty: 5723.233887
	Iteration 11Q: 3 clusters Score -1.587513e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -15875706.000000 Penalty: 5723.233887
	Iteration 12Q: 3 clusters Score -1.587571e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 102168 members 
Entering Unmasked Estep 
Score: -15875930.000000 Penalty: 5723.233887
	Iteration 13Q: 3 clusters Score -1.587593e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -15876059.000000 Penalty: 5723.233887
	Iteration 14Q: 3 clusters Score -1.587606e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -15876117.000000 Penalty: 5723.233887
	Iteration 15Q: 3 clusters Score -1.587612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -15876132.000000 Penalty: 5723.233887
	Iteration 16Q: 3 clusters Score -1.587613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -15876158.000000 Penalty: 5723.233887
	Iteration 17Q: 3 clusters Score -1.587616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 102359 members 
Entering Unmasked Estep 
Score: -15876175.000000 Penalty: 5723.233887
	Iteration 18Q: 3 clusters Score -1.587618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -15876182.000000 Penalty: 5723.233887
	Iteration 19Q: 3 clusters Score -1.587618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -15876192.000000 Penalty: 5723.233887
	Iteration 20F: 3 clusters Score -1.587619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -15876196.000000 Penalty: 5723.233887
	Iteration 21Q: 3 clusters Score -1.58762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -15876198.000000 Penalty: 5723.233887
	Iteration 22Q: 3 clusters Score -1.58762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -15876191.000000 Penalty: 5723.233887
	Iteration 23Q: 3 clusters Score -1.587619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -15876193.000000 Penalty: 5723.233887
	Iteration 24Q: 3 clusters Score -1.587619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -15876188.000000 Penalty: 5723.233887
	Iteration 25Q: 3 clusters Score -1.587619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -15876188.000000 Penalty: 5723.233887
	Iteration 26F: 3 clusters Score -1.587619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Entering Unmasked Estep 
Score: -6812270.500000 Penalty: 2659.736084
	Iteration 0F: 2 clusters Score -6812270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6781906.500000 Penalty: 5319.472168
	Iteration 0F: 3 clusters Score -6781906 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -6793358.500000 Penalty: 5319.472168
	Iteration 1F: 3 clusters Score -6793358 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -6794027.500000 Penalty: 5319.472168
	Iteration 2Q: 3 clusters Score -6794028 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6794577.500000 Penalty: 5319.472168
	Iteration 3Q: 3 clusters Score -6794578 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6795238.000000 Penalty: 5319.472168
	Iteration 4Q: 3 clusters Score -6795238 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -6795923.000000 Penalty: 5319.472168
	Iteration 5Q: 3 clusters Score -6795923 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -6796719.000000 Penalty: 5319.472168
	Iteration 6Q: 3 clusters Score -6796719 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -6797611.000000 Penalty: 5319.472168
	Iteration 7Q: 3 clusters Score -6797611 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -6798523.000000 Penalty: 5319.472168
	Iteration 8Q: 3 clusters Score -6798523 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -6799430.500000 Penalty: 5319.472168
	Iteration 9Q: 3 clusters Score -6799430 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6800304.000000 Penalty: 5319.472168
	Iteration 10Q: 3 clusters Score -6800304 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -6801297.500000 Penalty: 5319.472168
	Iteration 11Q: 3 clusters Score -6801298 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -6802382.000000 Penalty: 5319.472168
	Iteration 12Q: 3 clusters Score -6802382 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -6803552.000000 Penalty: 5319.472168
	Iteration 13Q: 3 clusters Score -6803552 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -6804818.000000 Penalty: 5319.472168
	Iteration 14Q: 3 clusters Score -6804818 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6806161.000000 Penalty: 5319.472168
	Iteration 15Q: 3 clusters Score -6806161 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6807331.500000 Penalty: 5319.472168
	Iteration 16Q: 3 clusters Score -6807332 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6808315.500000 Penalty: 5319.472168
	Iteration 17Q: 3 clusters Score -6808316 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6808924.500000 Penalty: 5319.472168
	Iteration 18Q: 3 clusters Score -6808924 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6809306.000000 Penalty: 5319.472168
	Iteration 19Q: 3 clusters Score -6809306 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6809568.500000 Penalty: 5319.472168
	Iteration 20F: 3 clusters Score -6809568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6809704.500000 Penalty: 5319.472168
	Iteration 21Q: 3 clusters Score -6809704 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6809779.500000 Penalty: 5319.472168
	Iteration 22Q: 3 clusters Score -6809780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6809827.500000 Penalty: 5319.472168
	Iteration 23Q: 3 clusters Score -6809828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6809865.500000 Penalty: 5319.472168
	Iteration 24Q: 3 clusters Score -6809866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6809889.000000 Penalty: 5319.472168
	Iteration 25Q: 3 clusters Score -6809889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6809897.000000 Penalty: 5319.472168
	Iteration 26Q: 3 clusters Score -6809897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6809912.500000 Penalty: 5319.472168
	Iteration 27Q: 3 clusters Score -6809912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6809938.500000 Penalty: 5319.472168
	Iteration 28Q: 3 clusters Score -6809938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6809941.000000 Penalty: 5319.472168
	Iteration 29Q: 3 clusters Score -6809941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6809953.500000 Penalty: 5319.472168
	Iteration 30Q: 3 clusters Score -6809954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6809961.500000 Penalty: 5319.472168
	Iteration 31Q: 3 clusters Score -6809962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6809962.500000 Penalty: 5319.472168
	Iteration 32Q: 3 clusters Score -6809962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6809970.000000 Penalty: 5319.472168
	Iteration 33Q: 3 clusters Score -6809970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6809979.000000 Penalty: 5319.472168
	Iteration 34Q: 3 clusters Score -6809979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6809976.500000 Penalty: 5319.472168
	Iteration 35Q: 3 clusters Score -6809976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6809986.000000 Penalty: 5319.472168
	Iteration 36Q: 3 clusters Score -6809986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6809990.000000 Penalty: 5319.472168
	Iteration 37Q: 3 clusters Score -6809990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6809996.000000 Penalty: 5319.472168
	Iteration 38Q: 3 clusters Score -6809996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6809997.000000 Penalty: 5319.472168
	Iteration 39Q: 3 clusters Score -6809997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6810002.000000 Penalty: 5319.472168
	Iteration 40F: 3 clusters Score -6810002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6810000.000000 Penalty: 5319.472168
	Iteration 41Q: 3 clusters Score -6810000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6809999.500000 Penalty: 5319.472168
	Iteration 42Q: 3 clusters Score -6810000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6810008.000000 Penalty: 5319.472168
	Iteration 43Q: 3 clusters Score -6810008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6810009.500000 Penalty: 5319.472168
	Iteration 44Q: 3 clusters Score -6810010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6810010.000000 Penalty: 5319.472168
	Iteration 45Q: 3 clusters Score -6810010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6810007.500000 Penalty: 5319.472168
	Iteration 46Q: 3 clusters Score -6810008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6810010.500000 Penalty: 5319.472168
	Iteration 47Q: 3 clusters Score -6810010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6810015.000000 Penalty: 5319.472168
	Iteration 48Q: 3 clusters Score -6810015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6810015.500000 Penalty: 5319.472168
	Iteration 49Q: 3 clusters Score -6810016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6810014.000000 Penalty: 5319.472168
	Iteration 50Q: 3 clusters Score -6810014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6810014.000000 Penalty: 5319.472168
	Iteration 51F: 3 clusters Score -6810014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Entering Unmasked Estep 
Score: -5160934.500000 Penalty: 2583.549316
	Iteration 0F: 2 clusters Score -5160934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5138171.000000 Penalty: 5167.098633
	Iteration 0F: 3 clusters Score -5138171 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5146354.000000 Penalty: 5167.098633
	Iteration 1F: 3 clusters Score -5146354 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5147065.000000 Penalty: 5167.098633
	Iteration 2F: 3 clusters Score -5147065 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5148035.500000 Penalty: 5167.098633
	Iteration 3F: 3 clusters Score -5148036 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5149476.000000 Penalty: 5167.098633
	Iteration 4F: 3 clusters Score -5149476 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5151522.000000 Penalty: 5167.098633
	Iteration 5F: 3 clusters Score -5151522 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5153873.500000 Penalty: 5167.098633
	Iteration 6F: 3 clusters Score -5153874 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5156115.000000 Penalty: 5167.098633
	Iteration 7F: 3 clusters Score -5156115 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5157516.000000 Penalty: 5167.098633
	Iteration 8Q: 3 clusters Score -5157516 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5158119.000000 Penalty: 5167.098633
	Iteration 9Q: 3 clusters Score -5158119 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5158367.000000 Penalty: 5167.098633
	Iteration 10Q: 3 clusters Score -5158367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5158474.500000 Penalty: 5167.098633
	Iteration 11Q: 3 clusters Score -5158474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5158540.500000 Penalty: 5167.098633
	Iteration 12Q: 3 clusters Score -5158540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5158571.500000 Penalty: 5167.098633
	Iteration 13Q: 3 clusters Score -5158572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5158596.500000 Penalty: 5167.098633
	Iteration 14Q: 3 clusters Score -5158596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5158621.500000 Penalty: 5167.098633
	Iteration 15Q: 3 clusters Score -5158622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5158637.000000 Penalty: 5167.098633
	Iteration 16Q: 3 clusters Score -5158637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5158637.500000 Penalty: 5167.098633
	Iteration 17Q: 3 clusters Score -5158638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5158644.000000 Penalty: 5167.098633
	Iteration 18Q: 3 clusters Score -5158644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5158647.000000 Penalty: 5167.098633
	Iteration 19Q: 3 clusters Score -5158647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -5158658.500000 Penalty: 5167.098633
	Iteration 20F: 3 clusters Score -5158658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5158661.000000 Penalty: 5167.098633
	Iteration 21Q: 3 clusters Score -5158661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5158661.000000 Penalty: 5167.098633
	Iteration 22F: 3 clusters Score -5158661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -1351502.000000 Penalty: 2282.372314
	Iteration 0F: 2 clusters Score -1351502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1343918.875000 Penalty: 4564.744629
	Iteration 0F: 3 clusters Score -1343919 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1346275.250000 Penalty: 4564.744629
	Iteration 1F: 3 clusters Score -1346275 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1346852.625000 Penalty: 4564.744629
	Iteration 2F: 3 clusters Score -1346853 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1347373.500000 Penalty: 4564.744629
	Iteration 3F: 3 clusters Score -1347374 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1347925.750000 Penalty: 4564.744629
	Iteration 4F: 3 clusters Score -1347926 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1348465.375000 Penalty: 4564.744629
	Iteration 5F: 3 clusters Score -1348465 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1348904.875000 Penalty: 4564.744629
	Iteration 6F: 3 clusters Score -1348905 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1349230.375000 Penalty: 4564.744629
	Iteration 7F: 3 clusters Score -1349230 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1349437.750000 Penalty: 4564.744629
	Iteration 8Q: 3 clusters Score -1349438 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1349583.625000 Penalty: 4564.744629
	Iteration 9Q: 3 clusters Score -1349584 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1349694.250000 Penalty: 4564.744629
	Iteration 10Q: 3 clusters Score -1349694 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1349777.375000 Penalty: 4564.744629
	Iteration 11Q: 3 clusters Score -1349777 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1349829.750000 Penalty: 4564.744629
	Iteration 12Q: 3 clusters Score -1349830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1349876.750000 Penalty: 4564.744629
	Iteration 13Q: 3 clusters Score -1349877 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1349923.500000 Penalty: 4564.744629
	Iteration 14Q: 3 clusters Score -1349924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1349959.750000 Penalty: 4564.744629
	Iteration 15Q: 3 clusters Score -1349960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1349982.375000 Penalty: 4564.744629
	Iteration 16Q: 3 clusters Score -1349982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1349995.750000 Penalty: 4564.744629
	Iteration 17Q: 3 clusters Score -1349996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1350004.875000 Penalty: 4564.744629
	Iteration 18Q: 3 clusters Score -1350005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1350014.875000 Penalty: 4564.744629
	Iteration 19Q: 3 clusters Score -1350015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1350019.125000 Penalty: 4564.744629
	Iteration 20F: 3 clusters Score -1350019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1350025.750000 Penalty: 4564.744629
	Iteration 21Q: 3 clusters Score -1350026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1350027.625000 Penalty: 4564.744629
	Iteration 22Q: 3 clusters Score -1350028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1350029.000000 Penalty: 4564.744629
	Iteration 23Q: 3 clusters Score -1350029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1350032.500000 Penalty: 4564.744629
	Iteration 24Q: 3 clusters Score -1350032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1350034.625000 Penalty: 4564.744629
	Iteration 25Q: 3 clusters Score -1350035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1350033.875000 Penalty: 4564.744629
	Iteration 26Q: 3 clusters Score -1350034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1350031.250000 Penalty: 4564.744629
	Iteration 27Q: 3 clusters Score -1350031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1350033.625000 Penalty: 4564.744629
	Iteration 28Q: 3 clusters Score -1350034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1350037.375000 Penalty: 4564.744629
	Iteration 29Q: 3 clusters Score -1350037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1350035.500000 Penalty: 4564.744629
	Iteration 30Q: 3 clusters Score -1350036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1350035.250000 Penalty: 4564.744629
	Iteration 31Q: 3 clusters Score -1350035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1350037.125000 Penalty: 4564.744629
	Iteration 32Q: 3 clusters Score -1350037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1350038.000000 Penalty: 4564.744629
	Iteration 33Q: 3 clusters Score -1350038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1350041.625000 Penalty: 4564.744629
	Iteration 34Q: 3 clusters Score -1350042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1350040.125000 Penalty: 4564.744629
	Iteration 35Q: 3 clusters Score -1350040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1350040.125000 Penalty: 4564.744629
	Iteration 36F: 3 clusters Score -1350040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -981441.687500 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -981441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -975959.625000 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -975959.6 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -977573.687500 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -977573.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -978123.750000 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -978123.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -978682.187500 Penalty: 4365.976562
	Iteration 3F: 3 clusters Score -978682.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -979162.687500 Penalty: 4365.976562
	Iteration 4F: 3 clusters Score -979162.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -979528.750000 Penalty: 4365.976562
	Iteration 5F: 3 clusters Score -979528.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -979781.187500 Penalty: 4365.976562
	Iteration 6F: 3 clusters Score -979781.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -979947.375000 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -979947.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -980041.937500 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -980041.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -980109.625000 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -980109.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -980151.750000 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -980151.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -980182.250000 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -980182.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -980208.125000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -980208.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -980231.250000 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -980231.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -980249.000000 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -980249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -980265.750000 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -980265.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -980286.875000 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -980286.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -980299.250000 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -980299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -980312.375000 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -980312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -980319.687500 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -980319.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -980321.812500 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -980321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -980325.187500 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -980325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -980326.437500 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -980326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -980328.062500 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -980328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -980330.250000 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -980330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -980331.937500 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -980331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -980335.625000 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -980335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -980339.875000 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -980339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -980339.437500 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -980339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -980342.562500 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -980342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -980342.937500 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -980342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -980349.125000 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -980349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -980350.500000 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -980350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -980355.500000 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -980355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -980359.000000 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -980359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -980360.500000 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -980360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -980362.375000 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -980362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -980364.500000 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -980364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -980365.750000 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -980365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -980371.437500 Penalty: 4365.976562
	Iteration 39Q: 3 clusters Score -980371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -980371.937500 Penalty: 4365.976562
	Iteration 40F: 3 clusters Score -980371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -980373.562500 Penalty: 4365.976562
	Iteration 41Q: 3 clusters Score -980373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -980375.625000 Penalty: 4365.976562
	Iteration 42Q: 3 clusters Score -980375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -980375.625000 Penalty: 4365.976562
	Iteration 43Q: 3 clusters Score -980375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -980375.812500 Penalty: 4365.976562
	Iteration 44Q: 3 clusters Score -980375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -980377.437500 Penalty: 4365.976562
	Iteration 45Q: 3 clusters Score -980377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -980377.875000 Penalty: 4365.976562
	Iteration 46Q: 3 clusters Score -980377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -980378.937500 Penalty: 4365.976562
	Iteration 47Q: 3 clusters Score -980378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -980377.562500 Penalty: 4365.976562
	Iteration 48Q: 3 clusters Score -980377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -980378.250000 Penalty: 4365.976562
	Iteration 49Q: 3 clusters Score -980378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -980378.250000 Penalty: 4365.976562
	Iteration 50F: 3 clusters Score -980378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -305181.000000 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -305181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302594.406250 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -302594.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303071.250000 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -303071.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -303188.375000 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -303188.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -303248.375000 Penalty: 3764.310547
	Iteration 3Q: 3 clusters Score -303248.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303291.718750 Penalty: 3764.310547
	Iteration 4Q: 3 clusters Score -303291.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -303317.906250 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -303317.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303335.625000 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -303335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303349.437500 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -303349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -303358.156250 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -303358.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303366.062500 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -303366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -303375.562500 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -303375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -303383.375000 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -303383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -303387.687500 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -303387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -303393.437500 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -303393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -303399.156250 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -303399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -303401.093750 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -303401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303407.906250 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -303407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303413.593750 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -303413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303417.687500 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -303417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303420.656250 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -303420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303421.781250 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -303421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303421.968750 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -303422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -303422.906250 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -303422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -303422.906250 Penalty: 3764.310547
	Iteration 23F: 3 clusters Score -303422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Entering Unmasked Estep 
Score: -8367090.000000 Penalty: 2709.043213
	Iteration 0F: 2 clusters Score -8367090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -8329909.500000 Penalty: 5418.086426
	Iteration 0F: 3 clusters Score -8329910 nChanged 25643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -8344320.500000 Penalty: 5418.086426
	Iteration 1F: 3 clusters Score -8344320 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -8345079.500000 Penalty: 5418.086426
	Iteration 2Q: 3 clusters Score -8345080 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -8346079.500000 Penalty: 5418.086426
	Iteration 3Q: 3 clusters Score -8346080 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -8347641.000000 Penalty: 5418.086426
	Iteration 4F: 3 clusters Score -8347641 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8350220.000000 Penalty: 5418.086426
	Iteration 5F: 3 clusters Score -8350220 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8354046.500000 Penalty: 5418.086426
	Iteration 6F: 3 clusters Score -8354046 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -8358574.500000 Penalty: 5418.086426
	Iteration 7F: 3 clusters Score -8358574 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -8361990.500000 Penalty: 5418.086426
	Iteration 8F: 3 clusters Score -8361990 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -8363653.500000 Penalty: 5418.086426
	Iteration 9Q: 3 clusters Score -8363654 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -8364291.500000 Penalty: 5418.086426
	Iteration 10Q: 3 clusters Score -8364292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -8364503.500000 Penalty: 5418.086426
	Iteration 11Q: 3 clusters Score -8364504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -8364594.500000 Penalty: 5418.086426
	Iteration 12Q: 3 clusters Score -8364594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -8364639.500000 Penalty: 5418.086426
	Iteration 13Q: 3 clusters Score -8364640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -8364645.500000 Penalty: 5418.086426
	Iteration 14Q: 3 clusters Score -8364646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -8364654.500000 Penalty: 5418.086426
	Iteration 15Q: 3 clusters Score -8364654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -8364672.500000 Penalty: 5418.086426
	Iteration 16Q: 3 clusters Score -8364672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -8364677.000000 Penalty: 5418.086426
	Iteration 17Q: 3 clusters Score -8364677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -8364677.500000 Penalty: 5418.086426
	Iteration 18Q: 3 clusters Score -8364678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -8364682.500000 Penalty: 5418.086426
	Iteration 19Q: 3 clusters Score -8364682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -8364691.500000 Penalty: 5418.086426
	Iteration 20F: 3 clusters Score -8364692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -8364694.000000 Penalty: 5418.086426
	Iteration 21Q: 3 clusters Score -8364694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -8364695.500000 Penalty: 5418.086426
	Iteration 22Q: 3 clusters Score -8364696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -8364695.500000 Penalty: 5418.086426
	Iteration 23F: 3 clusters Score -8364696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42138.246094 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42138.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40974.597656 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -40974.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41236.496094 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41325.339844 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -41325.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41385.875000 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41385.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41413.277344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41413.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41455.187500 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41455.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41498.707031 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41498.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41512.082031 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41512.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41516.121094 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -41516.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41516.121094 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -41516.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -681552.625000 Penalty: 2091.477295
	Iteration 0F: 2 clusters Score -681552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -677284.750000 Penalty: 4182.954590
	Iteration 0F: 3 clusters Score -677284.8 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -678252.875000 Penalty: 4182.954590
	Iteration 1F: 3 clusters Score -678252.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -678454.937500 Penalty: 4182.954590
	Iteration 2F: 3 clusters Score -678454.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -678565.562500 Penalty: 4182.954590
	Iteration 3Q: 3 clusters Score -678565.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -678639.937500 Penalty: 4182.954590
	Iteration 4Q: 3 clusters Score -678639.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -678695.687500 Penalty: 4182.954590
	Iteration 5Q: 3 clusters Score -678695.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -678745.687500 Penalty: 4182.954590
	Iteration 6Q: 3 clusters Score -678745.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -678790.375000 Penalty: 4182.954590
	Iteration 7Q: 3 clusters Score -678790.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -678841.875000 Penalty: 4182.954590
	Iteration 8Q: 3 clusters Score -678841.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -678897.750000 Penalty: 4182.954590
	Iteration 9Q: 3 clusters Score -678897.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -678948.375000 Penalty: 4182.954590
	Iteration 10Q: 3 clusters Score -678948.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -678992.250000 Penalty: 4182.954590
	Iteration 11Q: 3 clusters Score -678992.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -679038.937500 Penalty: 4182.954590
	Iteration 12Q: 3 clusters Score -679038.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -679085.875000 Penalty: 4182.954590
	Iteration 13Q: 3 clusters Score -679085.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -679124.437500 Penalty: 4182.954590
	Iteration 14Q: 3 clusters Score -679124.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -679163.500000 Penalty: 4182.954590
	Iteration 15Q: 3 clusters Score -679163.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -679202.250000 Penalty: 4182.954590
	Iteration 16Q: 3 clusters Score -679202.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -679255.062500 Penalty: 4182.954590
	Iteration 17Q: 3 clusters Score -679255.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -679306.375000 Penalty: 4182.954590
	Iteration 18Q: 3 clusters Score -679306.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -679353.937500 Penalty: 4182.954590
	Iteration 19Q: 3 clusters Score -679353.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -679394.812500 Penalty: 4182.954590
	Iteration 20F: 3 clusters Score -679394.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -679435.125000 Penalty: 4182.954590
	Iteration 21Q: 3 clusters Score -679435.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -679469.812500 Penalty: 4182.954590
	Iteration 22Q: 3 clusters Score -679469.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -679496.375000 Penalty: 4182.954590
	Iteration 23Q: 3 clusters Score -679496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -679518.500000 Penalty: 4182.954590
	Iteration 24Q: 3 clusters Score -679518.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -679543.125000 Penalty: 4182.954590
	Iteration 25Q: 3 clusters Score -679543.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -679559.000000 Penalty: 4182.954590
	Iteration 26Q: 3 clusters Score -679559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -679572.562500 Penalty: 4182.954590
	Iteration 27Q: 3 clusters Score -679572.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -679584.937500 Penalty: 4182.954590
	Iteration 28Q: 3 clusters Score -679584.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -679595.812500 Penalty: 4182.954590
	Iteration 29Q: 3 clusters Score -679595.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -679603.125000 Penalty: 4182.954590
	Iteration 30Q: 3 clusters Score -679603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -679608.500000 Penalty: 4182.954590
	Iteration 31Q: 3 clusters Score -679608.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -679615.375000 Penalty: 4182.954590
	Iteration 32Q: 3 clusters Score -679615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -679622.687500 Penalty: 4182.954590
	Iteration 33Q: 3 clusters Score -679622.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -679627.062500 Penalty: 4182.954590
	Iteration 34Q: 3 clusters Score -679627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -679632.000000 Penalty: 4182.954590
	Iteration 35Q: 3 clusters Score -679632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -679636.812500 Penalty: 4182.954590
	Iteration 36Q: 3 clusters Score -679636.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -679641.875000 Penalty: 4182.954590
	Iteration 37Q: 3 clusters Score -679641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -679647.187500 Penalty: 4182.954590
	Iteration 38Q: 3 clusters Score -679647.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -679653.875000 Penalty: 4182.954590
	Iteration 39Q: 3 clusters Score -679653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -679663.437500 Penalty: 4182.954590
	Iteration 40F: 3 clusters Score -679663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -679665.812500 Penalty: 4182.954590
	Iteration 41Q: 3 clusters Score -679665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -679669.437500 Penalty: 4182.954590
	Iteration 42Q: 3 clusters Score -679669.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -679678.062500 Penalty: 4182.954590
	Iteration 43Q: 3 clusters Score -679678.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679686.687500 Penalty: 4182.954590
	Iteration 44Q: 3 clusters Score -679686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -679692.437500 Penalty: 4182.954590
	Iteration 45Q: 3 clusters Score -679692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -679698.562500 Penalty: 4182.954590
	Iteration 46Q: 3 clusters Score -679698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -679702.937500 Penalty: 4182.954590
	Iteration 47Q: 3 clusters Score -679702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -679707.062500 Penalty: 4182.954590
	Iteration 48Q: 3 clusters Score -679707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -679709.875000 Penalty: 4182.954590
	Iteration 49Q: 3 clusters Score -679709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679711.062500 Penalty: 4182.954590
	Iteration 50Q: 3 clusters Score -679711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679711.062500 Penalty: 4182.954590
	Iteration 51F: 3 clusters Score -679711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 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 394 members 
Entering Unmasked Estep 
Score: -98184.476562 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98184.48 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98430.750000 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98430.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98609.203125 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98609.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98800.015625 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98800.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99011.468750 Penalty: 3282.231934
	Iteration 4F: 3 clusters Score -99011.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99231.656250 Penalty: 3282.231934
	Iteration 5F: 3 clusters Score -99231.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99318.445312 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99318.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99385.460938 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99385.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99430.796875 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99450.789062 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99450.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99464.445312 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99464.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99477.132812 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99477.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99479.664062 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99479.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99482.015625 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99482.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99482.015625 Penalty: 3282.231934
	Iteration 14F: 3 clusters Score -99482.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Entering Unmasked Estep 
Score: -1794778.375000 Penalty: 2334.635498
	Iteration 0F: 2 clusters Score -1794778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1785680.625000 Penalty: 4669.270996
	Iteration 0F: 3 clusters Score -1785681 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1788415.625000 Penalty: 4669.270996
	Iteration 1F: 3 clusters Score -1788416 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1788939.250000 Penalty: 4669.270996
	Iteration 2F: 3 clusters Score -1788939 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1789473.875000 Penalty: 4669.270996
	Iteration 3F: 3 clusters Score -1789474 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1789939.000000 Penalty: 4669.270996
	Iteration 4F: 3 clusters Score -1789939 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1790334.875000 Penalty: 4669.270996
	Iteration 5F: 3 clusters Score -1790335 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1790713.625000 Penalty: 4669.270996
	Iteration 6F: 3 clusters Score -1790714 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1791028.875000 Penalty: 4669.270996
	Iteration 7Q: 3 clusters Score -1791029 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1791312.250000 Penalty: 4669.270996
	Iteration 8Q: 3 clusters Score -1791312 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1791572.000000 Penalty: 4669.270996
	Iteration 9Q: 3 clusters Score -1791572 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1791783.125000 Penalty: 4669.270996
	Iteration 10Q: 3 clusters Score -1791783 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1791954.250000 Penalty: 4669.270996
	Iteration 11Q: 3 clusters Score -1791954 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1792114.375000 Penalty: 4669.270996
	Iteration 12Q: 3 clusters Score -1792114 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1792236.750000 Penalty: 4669.270996
	Iteration 13Q: 3 clusters Score -1792237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1792340.625000 Penalty: 4669.270996
	Iteration 14Q: 3 clusters Score -1792341 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1792426.500000 Penalty: 4669.270996
	Iteration 15Q: 3 clusters Score -1792426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1792505.375000 Penalty: 4669.270996
	Iteration 16Q: 3 clusters Score -1792505 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1792567.250000 Penalty: 4669.270996
	Iteration 17Q: 3 clusters Score -1792567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1792621.875000 Penalty: 4669.270996
	Iteration 18Q: 3 clusters Score -1792622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1792669.750000 Penalty: 4669.270996
	Iteration 19Q: 3 clusters Score -1792670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1792718.125000 Penalty: 4669.270996
	Iteration 20F: 3 clusters Score -1792718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1792755.000000 Penalty: 4669.270996
	Iteration 21Q: 3 clusters Score -1792755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1792776.000000 Penalty: 4669.270996
	Iteration 22Q: 3 clusters Score -1792776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1792798.875000 Penalty: 4669.270996
	Iteration 23Q: 3 clusters Score -1792799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1792812.000000 Penalty: 4669.270996
	Iteration 24Q: 3 clusters Score -1792812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1792827.750000 Penalty: 4669.270996
	Iteration 25Q: 3 clusters Score -1792828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1792842.125000 Penalty: 4669.270996
	Iteration 26Q: 3 clusters Score -1792842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1792861.750000 Penalty: 4669.270996
	Iteration 27Q: 3 clusters Score -1792862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1792879.625000 Penalty: 4669.270996
	Iteration 28Q: 3 clusters Score -1792880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1792891.125000 Penalty: 4669.270996
	Iteration 29Q: 3 clusters Score -1792891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1792896.250000 Penalty: 4669.270996
	Iteration 30Q: 3 clusters Score -1792896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1792900.750000 Penalty: 4669.270996
	Iteration 31Q: 3 clusters Score -1792901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1792905.125000 Penalty: 4669.270996
	Iteration 32Q: 3 clusters Score -1792905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1792910.250000 Penalty: 4669.270996
	Iteration 33Q: 3 clusters Score -1792910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1792914.875000 Penalty: 4669.270996
	Iteration 34Q: 3 clusters Score -1792915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1792919.875000 Penalty: 4669.270996
	Iteration 35Q: 3 clusters Score -1792920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1792925.125000 Penalty: 4669.270996
	Iteration 36Q: 3 clusters Score -1792925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1792933.250000 Penalty: 4669.270996
	Iteration 37Q: 3 clusters Score -1792933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1792939.000000 Penalty: 4669.270996
	Iteration 38Q: 3 clusters Score -1792939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1792946.250000 Penalty: 4669.270996
	Iteration 39Q: 3 clusters Score -1792946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1792951.000000 Penalty: 4669.270996
	Iteration 40F: 3 clusters Score -1792951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1792958.125000 Penalty: 4669.270996
	Iteration 41Q: 3 clusters Score -1792958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1792961.125000 Penalty: 4669.270996
	Iteration 42Q: 3 clusters Score -1792961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1792969.000000 Penalty: 4669.270996
	Iteration 43Q: 3 clusters Score -1792969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1792974.625000 Penalty: 4669.270996
	Iteration 44Q: 3 clusters Score -1792975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1792979.375000 Penalty: 4669.270996
	Iteration 45Q: 3 clusters Score -1792979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1792977.125000 Penalty: 4669.270996
	Iteration 46Q: 3 clusters Score -1792977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1792983.250000 Penalty: 4669.270996
	Iteration 47Q: 3 clusters Score -1792983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1792990.125000 Penalty: 4669.270996
	Iteration 48Q: 3 clusters Score -1792990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1792991.500000 Penalty: 4669.270996
	Iteration 49Q: 3 clusters Score -1792992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1792992.875000 Penalty: 4669.270996
	Iteration 50Q: 3 clusters Score -1792993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1792993.250000 Penalty: 4669.270996
	Iteration 51Q: 3 clusters Score -1792993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1792995.125000 Penalty: 4669.270996
	Iteration 52Q: 3 clusters Score -1792995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1792996.250000 Penalty: 4669.270996
	Iteration 53Q: 3 clusters Score -1792996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1792998.375000 Penalty: 4669.270996
	Iteration 54Q: 3 clusters Score -1792998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1793001.625000 Penalty: 4669.270996
	Iteration 55Q: 3 clusters Score -1793002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1793006.125000 Penalty: 4669.270996
	Iteration 56Q: 3 clusters Score -1793006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1793011.250000 Penalty: 4669.270996
	Iteration 57Q: 3 clusters Score -1793011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1793014.250000 Penalty: 4669.270996
	Iteration 58Q: 3 clusters Score -1793014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1793025.625000 Penalty: 4669.270996
	Iteration 59Q: 3 clusters Score -1793026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1793024.250000 Penalty: 4669.270996
	Iteration 60F: 3 clusters Score -1793024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1793035.375000 Penalty: 4669.270996
	Iteration 61Q: 3 clusters Score -1793035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1793040.875000 Penalty: 4669.270996
	Iteration 62Q: 3 clusters Score -1793041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1793036.875000 Penalty: 4669.270996
	Iteration 63Q: 3 clusters Score -1793037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1793039.250000 Penalty: 4669.270996
	Iteration 64Q: 3 clusters Score -1793039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1793040.125000 Penalty: 4669.270996
	Iteration 65Q: 3 clusters Score -1793040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1793039.250000 Penalty: 4669.270996
	Iteration 66Q: 3 clusters Score -1793039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1793041.875000 Penalty: 4669.270996
	Iteration 67Q: 3 clusters Score -1793042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1793044.875000 Penalty: 4669.270996
	Iteration 68Q: 3 clusters Score -1793045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1793044.375000 Penalty: 4669.270996
	Iteration 69Q: 3 clusters Score -1793044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1793044.375000 Penalty: 4669.270996
	Iteration 70Q: 3 clusters Score -1793044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1793046.375000 Penalty: 4669.270996
	Iteration 71Q: 3 clusters Score -1793046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1793047.750000 Penalty: 4669.270996
	Iteration 72Q: 3 clusters Score -1793048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1793048.250000 Penalty: 4669.270996
	Iteration 73Q: 3 clusters Score -1793048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1793047.000000 Penalty: 4669.270996
	Iteration 74Q: 3 clusters Score -1793047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1793047.000000 Penalty: 4669.270996
	Iteration 75F: 3 clusters Score -1793047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Entering Unmasked Estep 
Score: -16239381.000000 Penalty: 2868.471924
	Iteration 0F: 2 clusters Score -1.623938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -16169952.000000 Penalty: 5736.943848
	Iteration 0F: 3 clusters Score -1.616995e+07 nChanged 49954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -16199163.000000 Penalty: 5736.943848
	Iteration 1F: 3 clusters Score -1.619916e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -16200610.000000 Penalty: 5736.943848
	Iteration 2Q: 3 clusters Score -1.620061e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -16203130.000000 Penalty: 5736.943848
	Iteration 3Q: 3 clusters Score -1.620313e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -16206858.000000 Penalty: 5736.943848
	Iteration 4F: 3 clusters Score -1.620686e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -16212123.000000 Penalty: 5736.943848
	Iteration 5F: 3 clusters Score -1.621212e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -16218730.000000 Penalty: 5736.943848
	Iteration 6F: 3 clusters Score -1.621873e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -16225323.000000 Penalty: 5736.943848
	Iteration 7F: 3 clusters Score -1.622532e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -16229316.000000 Penalty: 5736.943848
	Iteration 8F: 3 clusters Score -1.622932e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -16230860.000000 Penalty: 5736.943848
	Iteration 9Q: 3 clusters Score -1.623086e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -16231525.000000 Penalty: 5736.943848
	Iteration 10Q: 3 clusters Score -1.623152e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -16231963.000000 Penalty: 5736.943848
	Iteration 11Q: 3 clusters Score -1.623196e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -16232296.000000 Penalty: 5736.943848
	Iteration 12Q: 3 clusters Score -1.62323e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -16232484.000000 Penalty: 5736.943848
	Iteration 13Q: 3 clusters Score -1.623248e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -16232683.000000 Penalty: 5736.943848
	Iteration 14Q: 3 clusters Score -1.623268e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -16232826.000000 Penalty: 5736.943848
	Iteration 15Q: 3 clusters Score -1.623283e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -16232913.000000 Penalty: 5736.943848
	Iteration 16Q: 3 clusters Score -1.623291e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -16232980.000000 Penalty: 5736.943848
	Iteration 17Q: 3 clusters Score -1.623298e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -16233058.000000 Penalty: 5736.943848
	Iteration 18Q: 3 clusters Score -1.623306e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -16233104.000000 Penalty: 5736.943848
	Iteration 19Q: 3 clusters Score -1.62331e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -16233209.000000 Penalty: 5736.943848
	Iteration 20F: 3 clusters Score -1.623321e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -16233232.000000 Penalty: 5736.943848
	Iteration 21Q: 3 clusters Score -1.623323e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -16233275.000000 Penalty: 5736.943848
	Iteration 22Q: 3 clusters Score -1.623328e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -16233297.000000 Penalty: 5736.943848
	Iteration 23Q: 3 clusters Score -1.62333e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -16233397.000000 Penalty: 5736.943848
	Iteration 24Q: 3 clusters Score -1.62334e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -16233450.000000 Penalty: 5736.943848
	Iteration 25Q: 3 clusters Score -1.623345e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -16233518.000000 Penalty: 5736.943848
	Iteration 26Q: 3 clusters Score -1.623352e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -16233561.000000 Penalty: 5736.943848
	Iteration 27Q: 3 clusters Score -1.623356e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -16233590.000000 Penalty: 5736.943848
	Iteration 28Q: 3 clusters Score -1.623359e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -16233622.000000 Penalty: 5736.943848
	Iteration 29Q: 3 clusters Score -1.623362e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -16233673.000000 Penalty: 5736.943848
	Iteration 30Q: 3 clusters Score -1.623367e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -16233772.000000 Penalty: 5736.943848
	Iteration 31Q: 3 clusters Score -1.623377e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -16233829.000000 Penalty: 5736.943848
	Iteration 32Q: 3 clusters Score -1.623383e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -16233902.000000 Penalty: 5736.943848
	Iteration 33Q: 3 clusters Score -1.62339e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -16233972.000000 Penalty: 5736.943848
	Iteration 34Q: 3 clusters Score -1.623397e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -16234066.000000 Penalty: 5736.943848
	Iteration 35Q: 3 clusters Score -1.623407e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -16234138.000000 Penalty: 5736.943848
	Iteration 36Q: 3 clusters Score -1.623414e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -16234256.000000 Penalty: 5736.943848
	Iteration 37Q: 3 clusters Score -1.623426e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -16234382.000000 Penalty: 5736.943848
	Iteration 38Q: 3 clusters Score -1.623438e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -16234421.000000 Penalty: 5736.943848
	Iteration 39Q: 3 clusters Score -1.623442e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -16234478.000000 Penalty: 5736.943848
	Iteration 40F: 3 clusters Score -1.623448e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -16234544.000000 Penalty: 5736.943848
	Iteration 41Q: 3 clusters Score -1.623454e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -16234563.000000 Penalty: 5736.943848
	Iteration 42Q: 3 clusters Score -1.623456e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -16234620.000000 Penalty: 5736.943848
	Iteration 43Q: 3 clusters Score -1.623462e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -16234643.000000 Penalty: 5736.943848
	Iteration 44Q: 3 clusters Score -1.623464e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -16234729.000000 Penalty: 5736.943848
	Iteration 45Q: 3 clusters Score -1.623473e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -16234809.000000 Penalty: 5736.943848
	Iteration 46Q: 3 clusters Score -1.623481e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -16234912.000000 Penalty: 5736.943848
	Iteration 47Q: 3 clusters Score -1.623491e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -16235028.000000 Penalty: 5736.943848
	Iteration 48Q: 3 clusters Score -1.623503e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -16235114.000000 Penalty: 5736.943848
	Iteration 49Q: 3 clusters Score -1.623511e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -16235247.000000 Penalty: 5736.943848
	Iteration 50Q: 3 clusters Score -1.623525e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -16235339.000000 Penalty: 5736.943848
	Iteration 51Q: 3 clusters Score -1.623534e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -16235399.000000 Penalty: 5736.943848
	Iteration 52Q: 3 clusters Score -1.62354e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -16235490.000000 Penalty: 5736.943848
	Iteration 53Q: 3 clusters Score -1.623549e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -16235605.000000 Penalty: 5736.943848
	Iteration 54Q: 3 clusters Score -1.62356e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -16235755.000000 Penalty: 5736.943848
	Iteration 55Q: 3 clusters Score -1.623576e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -16235899.000000 Penalty: 5736.943848
	Iteration 56Q: 3 clusters Score -1.62359e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -16235997.000000 Penalty: 5736.943848
	Iteration 57Q: 3 clusters Score -1.6236e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -16236155.000000 Penalty: 5736.943848
	Iteration 58Q: 3 clusters Score -1.623616e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -16236235.000000 Penalty: 5736.943848
	Iteration 59Q: 3 clusters Score -1.623624e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -16236411.000000 Penalty: 5736.943848
	Iteration 60F: 3 clusters Score -1.623641e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -16236483.000000 Penalty: 5736.943848
	Iteration 61Q: 3 clusters Score -1.623648e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -16236713.000000 Penalty: 5736.943848
	Iteration 62Q: 3 clusters Score -1.623671e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -16236799.000000 Penalty: 5736.943848
	Iteration 63Q: 3 clusters Score -1.62368e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -16236869.000000 Penalty: 5736.943848
	Iteration 64Q: 3 clusters Score -1.623687e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -16237058.000000 Penalty: 5736.943848
	Iteration 65Q: 3 clusters Score -1.623706e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -16237097.000000 Penalty: 5736.943848
	Iteration 66Q: 3 clusters Score -1.62371e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -16237254.000000 Penalty: 5736.943848
	Iteration 67Q: 3 clusters Score -1.623725e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -16237385.000000 Penalty: 5736.943848
	Iteration 68Q: 3 clusters Score -1.623738e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -16237407.000000 Penalty: 5736.943848
	Iteration 69Q: 3 clusters Score -1.623741e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -16237544.000000 Penalty: 5736.943848
	Iteration 70Q: 3 clusters Score -1.623754e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -16237552.000000 Penalty: 5736.943848
	Iteration 71Q: 3 clusters Score -1.623755e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -16237686.000000 Penalty: 5736.943848
	Iteration 72Q: 3 clusters Score -1.623769e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -16237719.000000 Penalty: 5736.943848
	Iteration 73Q: 3 clusters Score -1.623772e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -16237699.000000 Penalty: 5736.943848
	Iteration 74Q: 3 clusters Score -1.62377e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -16237694.000000 Penalty: 5736.943848
	Iteration 75Q: 3 clusters Score -1.623769e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -16237702.000000 Penalty: 5736.943848
	Iteration 76Q: 3 clusters Score -1.62377e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -16237697.000000 Penalty: 5736.943848
	Iteration 77Q: 3 clusters Score -1.62377e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -16237687.000000 Penalty: 5736.943848
	Iteration 78Q: 3 clusters Score -1.623769e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -16237665.000000 Penalty: 5736.943848
	Iteration 79Q: 3 clusters Score -1.623766e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -16237693.000000 Penalty: 5736.943848
	Iteration 80F: 3 clusters Score -1.623769e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -16237676.000000 Penalty: 5736.943848
	Iteration 81Q: 3 clusters Score -1.623768e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -16237696.000000 Penalty: 5736.943848
	Iteration 82Q: 3 clusters Score -1.62377e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16237704.000000 Penalty: 5736.943848
	Iteration 83Q: 3 clusters Score -1.62377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -16237695.000000 Penalty: 5736.943848
	Iteration 84Q: 3 clusters Score -1.62377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16237698.000000 Penalty: 5736.943848
	Iteration 85Q: 3 clusters Score -1.62377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16237687.000000 Penalty: 5736.943848
	Iteration 86Q: 3 clusters Score -1.623769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16237716.000000 Penalty: 5736.943848
	Iteration 87Q: 3 clusters Score -1.623772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -16237713.000000 Penalty: 5736.943848
	Iteration 88Q: 3 clusters Score -1.623771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16237712.000000 Penalty: 5736.943848
	Iteration 89Q: 3 clusters Score -1.623771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16237703.000000 Penalty: 5736.943848
	Iteration 90Q: 3 clusters Score -1.62377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -16237726.000000 Penalty: 5736.943848
	Iteration 91Q: 3 clusters Score -1.623773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16237716.000000 Penalty: 5736.943848
	Iteration 92Q: 3 clusters Score -1.623772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -16237711.000000 Penalty: 5736.943848
	Iteration 93Q: 3 clusters Score -1.623771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16237709.000000 Penalty: 5736.943848
	Iteration 94Q: 3 clusters Score -1.623771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16237690.000000 Penalty: 5736.943848
	Iteration 95Q: 3 clusters Score -1.623769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16237681.000000 Penalty: 5736.943848
	Iteration 96Q: 3 clusters Score -1.623768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16237672.000000 Penalty: 5736.943848
	Iteration 97Q: 3 clusters Score -1.623767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16237655.000000 Penalty: 5736.943848
	Iteration 98Q: 3 clusters Score -1.623766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16237675.000000 Penalty: 5736.943848
	Iteration 99Q: 3 clusters Score -1.623768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16237644.000000 Penalty: 5736.943848
	Iteration 100F: 3 clusters Score -1.623764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16237632.000000 Penalty: 5736.943848
	Iteration 101Q: 3 clusters Score -1.623763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16237637.000000 Penalty: 5736.943848
	Iteration 102Q: 3 clusters Score -1.623764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16237637.000000 Penalty: 5736.943848
	Iteration 103Q: 3 clusters Score -1.623764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16237633.000000 Penalty: 5736.943848
	Iteration 104Q: 3 clusters Score -1.623763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16237628.000000 Penalty: 5736.943848
	Iteration 105Q: 3 clusters Score -1.623763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16237628.000000 Penalty: 5736.943848
	Iteration 106Q: 3 clusters Score -1.623763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16237640.000000 Penalty: 5736.943848
	Iteration 107Q: 3 clusters Score -1.623764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -16237645.000000 Penalty: 5736.943848
	Iteration 108Q: 3 clusters Score -1.623764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16237646.000000 Penalty: 5736.943848
	Iteration 109Q: 3 clusters Score -1.623765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16237638.000000 Penalty: 5736.943848
	Iteration 110Q: 3 clusters Score -1.623764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16237638.000000 Penalty: 5736.943848
	Iteration 111F: 3 clusters Score -1.623764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85223.414062 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85223.41 nChanged 173
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: -85700.820312 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -85700.82 nChanged 80
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: -86006.390625 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86006.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86444.156250 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86444.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86688.140625 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -86688.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86774.515625 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -86774.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86874.078125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -86874.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86897.234375 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -86897.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86907.218750 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -86907.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86907.218750 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -86907.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 102619 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 33441 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 105495 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 96198 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 39664 members 
Mstep: Class 23 contains 59319 members 
Mstep: Class 24 contains 64521 members 
Mstep: Class 25 contains 100049 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 262 members 
Entering Unmasked Estep 
Score: -137792080.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137793840.000000 to -137792080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (96198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Entering Unmasked Estep 
Score: -14833852.000000 Penalty: 2845.592773
	Iteration 0F: 2 clusters Score -1.483385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -14771552.000000 Penalty: 5691.185547
	Iteration 0F: 3 clusters Score -1.477155e+07 nChanged 45360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -14797107.000000 Penalty: 5691.185547
	Iteration 1F: 3 clusters Score -1.479711e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -14798226.000000 Penalty: 5691.185547
	Iteration 2Q: 3 clusters Score -1.479823e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -14799850.000000 Penalty: 5691.185547
	Iteration 3Q: 3 clusters Score -1.479985e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14802557.000000 Penalty: 5691.185547
	Iteration 4F: 3 clusters Score -1.480256e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -14806816.000000 Penalty: 5691.185547
	Iteration 5F: 3 clusters Score -1.480682e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -14813368.000000 Penalty: 5691.185547
	Iteration 6F: 3 clusters Score -1.481337e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -14820757.000000 Penalty: 5691.185547
	Iteration 7F: 3 clusters Score -1.482076e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -14827130.000000 Penalty: 5691.185547
	Iteration 8F: 3 clusters Score -1.482713e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -14830379.000000 Penalty: 5691.185547
	Iteration 9Q: 3 clusters Score -1.483038e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14831433.000000 Penalty: 5691.185547
	Iteration 10Q: 3 clusters Score -1.483143e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14831856.000000 Penalty: 5691.185547
	Iteration 11Q: 3 clusters Score -1.483186e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14832093.000000 Penalty: 5691.185547
	Iteration 12Q: 3 clusters Score -1.483209e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14832194.000000 Penalty: 5691.185547
	Iteration 13Q: 3 clusters Score -1.483219e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14832260.000000 Penalty: 5691.185547
	Iteration 14Q: 3 clusters Score -1.483226e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14832334.000000 Penalty: 5691.185547
	Iteration 15Q: 3 clusters Score -1.483233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14832349.000000 Penalty: 5691.185547
	Iteration 16Q: 3 clusters Score -1.483235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14832364.000000 Penalty: 5691.185547
	Iteration 17Q: 3 clusters Score -1.483236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14832368.000000 Penalty: 5691.185547
	Iteration 18Q: 3 clusters Score -1.483237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14832381.000000 Penalty: 5691.185547
	Iteration 19Q: 3 clusters Score -1.483238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14832407.000000 Penalty: 5691.185547
	Iteration 20F: 3 clusters Score -1.483241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14832440.000000 Penalty: 5691.185547
	Iteration 21Q: 3 clusters Score -1.483244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14832436.000000 Penalty: 5691.185547
	Iteration 22Q: 3 clusters Score -1.483244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14832440.000000 Penalty: 5691.185547
	Iteration 23Q: 3 clusters Score -1.483244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14832451.000000 Penalty: 5691.185547
	Iteration 24Q: 3 clusters Score -1.483245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14832438.000000 Penalty: 5691.185547
	Iteration 25Q: 3 clusters Score -1.483244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14832459.000000 Penalty: 5691.185547
	Iteration 26Q: 3 clusters Score -1.483246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14832468.000000 Penalty: 5691.185547
	Iteration 27Q: 3 clusters Score -1.483247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14832463.000000 Penalty: 5691.185547
	Iteration 28Q: 3 clusters Score -1.483246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14832462.000000 Penalty: 5691.185547
	Iteration 29Q: 3 clusters Score -1.483246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14832453.000000 Penalty: 5691.185547
	Iteration 30Q: 3 clusters Score -1.483245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14832457.000000 Penalty: 5691.185547
	Iteration 31Q: 3 clusters Score -1.483246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14832477.000000 Penalty: 5691.185547
	Iteration 32Q: 3 clusters Score -1.483248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14832464.000000 Penalty: 5691.185547
	Iteration 33Q: 3 clusters Score -1.483246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14832473.000000 Penalty: 5691.185547
	Iteration 34Q: 3 clusters Score -1.483247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14832475.000000 Penalty: 5691.185547
	Iteration 35Q: 3 clusters Score -1.483248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14832475.000000 Penalty: 5691.185547
	Iteration 36Q: 3 clusters Score -1.483248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14832473.000000 Penalty: 5691.185547
	Iteration 37Q: 3 clusters Score -1.483247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14832479.000000 Penalty: 5691.185547
	Iteration 38Q: 3 clusters Score -1.483248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14832472.000000 Penalty: 5691.185547
	Iteration 39Q: 3 clusters Score -1.483247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14832472.000000 Penalty: 5691.185547
	Iteration 40F: 3 clusters Score -1.483247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Entering Unmasked Estep 
Score: -2916536.750000 Penalty: 2446.830811
	Iteration 0F: 2 clusters Score -2916537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2902927.250000 Penalty: 4893.661621
	Iteration 0F: 3 clusters Score -2902927 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2907493.500000 Penalty: 4893.661621
	Iteration 1F: 3 clusters Score -2907494 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2907894.250000 Penalty: 4893.661621
	Iteration 2F: 3 clusters Score -2907894 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2908261.000000 Penalty: 4893.661621
	Iteration 3Q: 3 clusters Score -2908261 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2908559.500000 Penalty: 4893.661621
	Iteration 4Q: 3 clusters Score -2908560 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2908880.000000 Penalty: 4893.661621
	Iteration 5Q: 3 clusters Score -2908880 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2909207.500000 Penalty: 4893.661621
	Iteration 6Q: 3 clusters Score -2909208 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2909678.750000 Penalty: 4893.661621
	Iteration 7Q: 3 clusters Score -2909679 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2910306.250000 Penalty: 4893.661621
	Iteration 8F: 3 clusters Score -2910306 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2911101.500000 Penalty: 4893.661621
	Iteration 9F: 3 clusters Score -2911102 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2911963.500000 Penalty: 4893.661621
	Iteration 10F: 3 clusters Score -2911964 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2912747.000000 Penalty: 4893.661621
	Iteration 11Q: 3 clusters Score -2912747 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2913341.750000 Penalty: 4893.661621
	Iteration 12Q: 3 clusters Score -2913342 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2913718.500000 Penalty: 4893.661621
	Iteration 13Q: 3 clusters Score -2913718 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2914024.500000 Penalty: 4893.661621
	Iteration 14Q: 3 clusters Score -2914024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2914276.000000 Penalty: 4893.661621
	Iteration 15Q: 3 clusters Score -2914276 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2914500.750000 Penalty: 4893.661621
	Iteration 16Q: 3 clusters Score -2914501 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2914663.500000 Penalty: 4893.661621
	Iteration 17Q: 3 clusters Score -2914664 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2914794.500000 Penalty: 4893.661621
	Iteration 18Q: 3 clusters Score -2914794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2914882.000000 Penalty: 4893.661621
	Iteration 19Q: 3 clusters Score -2914882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2914950.000000 Penalty: 4893.661621
	Iteration 20F: 3 clusters Score -2914950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2915004.500000 Penalty: 4893.661621
	Iteration 21Q: 3 clusters Score -2915004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2915042.750000 Penalty: 4893.661621
	Iteration 22Q: 3 clusters Score -2915043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2915072.000000 Penalty: 4893.661621
	Iteration 23Q: 3 clusters Score -2915072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2915099.500000 Penalty: 4893.661621
	Iteration 24Q: 3 clusters Score -2915100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2915113.250000 Penalty: 4893.661621
	Iteration 25Q: 3 clusters Score -2915113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2915110.250000 Penalty: 4893.661621
	Iteration 26Q: 3 clusters Score -2915110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2915127.500000 Penalty: 4893.661621
	Iteration 27Q: 3 clusters Score -2915128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2915144.250000 Penalty: 4893.661621
	Iteration 28Q: 3 clusters Score -2915144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2915144.250000 Penalty: 4893.661621
	Iteration 29Q: 3 clusters Score -2915144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2915159.750000 Penalty: 4893.661621
	Iteration 30Q: 3 clusters Score -2915160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2915160.750000 Penalty: 4893.661621
	Iteration 31Q: 3 clusters Score -2915161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2915165.750000 Penalty: 4893.661621
	Iteration 32Q: 3 clusters Score -2915166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2915166.500000 Penalty: 4893.661621
	Iteration 33Q: 3 clusters Score -2915166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2915161.250000 Penalty: 4893.661621
	Iteration 34Q: 3 clusters Score -2915161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2915168.250000 Penalty: 4893.661621
	Iteration 35Q: 3 clusters Score -2915168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2915173.250000 Penalty: 4893.661621
	Iteration 36Q: 3 clusters Score -2915173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2915172.000000 Penalty: 4893.661621
	Iteration 37Q: 3 clusters Score -2915172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2915174.000000 Penalty: 4893.661621
	Iteration 38Q: 3 clusters Score -2915174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2915175.250000 Penalty: 4893.661621
	Iteration 39Q: 3 clusters Score -2915175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2915178.500000 Penalty: 4893.661621
	Iteration 40F: 3 clusters Score -2915178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2915179.500000 Penalty: 4893.661621
	Iteration 41Q: 3 clusters Score -2915180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2915180.000000 Penalty: 4893.661621
	Iteration 42Q: 3 clusters Score -2915180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2915184.250000 Penalty: 4893.661621
	Iteration 43Q: 3 clusters Score -2915184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2915183.500000 Penalty: 4893.661621
	Iteration 44Q: 3 clusters Score -2915184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2915180.500000 Penalty: 4893.661621
	Iteration 45Q: 3 clusters Score -2915180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2915177.750000 Penalty: 4893.661621
	Iteration 46Q: 3 clusters Score -2915178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2915177.750000 Penalty: 4893.661621
	Iteration 47F: 3 clusters Score -2915178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -52231.464844 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -52231.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51017.750000 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -51017.75 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51408.054688 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -51408.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51683.507812 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -51683.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -51916.398438 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -51916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -52166.472656 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -52166.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -52318.156250 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -52318.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -52318.156250 Penalty: 3057.004150
	Iteration 6F: 3 clusters Score -52318.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 102619 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 33441 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 105495 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96198 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 39664 members 
Mstep: Class 23 contains 59319 members 
Mstep: Class 24 contains 64521 members 
Mstep: Class 25 contains 100049 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 67 members 
Entering Unmasked Estep 
Score: -137792080.000000 Penalty: 91921.562500
Splitting cluster 18 changes total score from -137793840.000000 to -137792080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Entering Unmasked Estep 
Score: -4343142.500000 Penalty: 2555.535156
	Iteration 0F: 2 clusters Score -4343142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4322667.000000 Penalty: 5111.070312
	Iteration 0F: 3 clusters Score -4322667 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4329965.500000 Penalty: 5111.070312
	Iteration 1F: 3 clusters Score -4329966 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4330430.000000 Penalty: 5111.070312
	Iteration 2Q: 3 clusters Score -4330430 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4330819.500000 Penalty: 5111.070312
	Iteration 3Q: 3 clusters Score -4330820 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4331161.000000 Penalty: 5111.070312
	Iteration 4Q: 3 clusters Score -4331161 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4331440.500000 Penalty: 5111.070312
	Iteration 5Q: 3 clusters Score -4331440 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4331667.000000 Penalty: 5111.070312
	Iteration 6Q: 3 clusters Score -4331667 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4331876.000000 Penalty: 5111.070312
	Iteration 7Q: 3 clusters Score -4331876 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4332096.500000 Penalty: 5111.070312
	Iteration 8Q: 3 clusters Score -4332096 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4332319.000000 Penalty: 5111.070312
	Iteration 9Q: 3 clusters Score -4332319 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4332579.000000 Penalty: 5111.070312
	Iteration 10Q: 3 clusters Score -4332579 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4332871.000000 Penalty: 5111.070312
	Iteration 11Q: 3 clusters Score -4332871 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4333247.500000 Penalty: 5111.070312
	Iteration 12Q: 3 clusters Score -4333248 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4333750.500000 Penalty: 5111.070312
	Iteration 13Q: 3 clusters Score -4333750 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4334390.000000 Penalty: 5111.070312
	Iteration 14Q: 3 clusters Score -4334390 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4335210.000000 Penalty: 5111.070312
	Iteration 15Q: 3 clusters Score -4335210 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4336019.500000 Penalty: 5111.070312
	Iteration 16Q: 3 clusters Score -4336020 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4336643.000000 Penalty: 5111.070312
	Iteration 17Q: 3 clusters Score -4336643 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4337175.500000 Penalty: 5111.070312
	Iteration 18Q: 3 clusters Score -4337176 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4337550.000000 Penalty: 5111.070312
	Iteration 19Q: 3 clusters Score -4337550 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4337832.500000 Penalty: 5111.070312
	Iteration 20F: 3 clusters Score -4337832 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -4338109.500000 Penalty: 5111.070312
	Iteration 21Q: 3 clusters Score -4338110 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4338408.500000 Penalty: 5111.070312
	Iteration 22Q: 3 clusters Score -4338408 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4338660.000000 Penalty: 5111.070312
	Iteration 23Q: 3 clusters Score -4338660 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4338918.500000 Penalty: 5111.070312
	Iteration 24Q: 3 clusters Score -4338918 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4339142.500000 Penalty: 5111.070312
	Iteration 25Q: 3 clusters Score -4339142 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4339337.000000 Penalty: 5111.070312
	Iteration 26Q: 3 clusters Score -4339337 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4339521.000000 Penalty: 5111.070312
	Iteration 27Q: 3 clusters Score -4339521 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4339756.500000 Penalty: 5111.070312
	Iteration 28Q: 3 clusters Score -4339756 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4340002.500000 Penalty: 5111.070312
	Iteration 29Q: 3 clusters Score -4340002 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4340244.500000 Penalty: 5111.070312
	Iteration 30Q: 3 clusters Score -4340244 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4340487.000000 Penalty: 5111.070312
	Iteration 31Q: 3 clusters Score -4340487 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -4340697.000000 Penalty: 5111.070312
	Iteration 32Q: 3 clusters Score -4340697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4340913.500000 Penalty: 5111.070312
	Iteration 33Q: 3 clusters Score -4340914 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4341067.500000 Penalty: 5111.070312
	Iteration 34Q: 3 clusters Score -4341068 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4341176.500000 Penalty: 5111.070312
	Iteration 35Q: 3 clusters Score -4341176 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -4341271.000000 Penalty: 5111.070312
	Iteration 36Q: 3 clusters Score -4341271 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -4341330.000000 Penalty: 5111.070312
	Iteration 37Q: 3 clusters Score -4341330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4341404.500000 Penalty: 5111.070312
	Iteration 38Q: 3 clusters Score -4341404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4341445.000000 Penalty: 5111.070312
	Iteration 39Q: 3 clusters Score -4341445 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4341468.000000 Penalty: 5111.070312
	Iteration 40F: 3 clusters Score -4341468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -4341502.500000 Penalty: 5111.070312
	Iteration 41Q: 3 clusters Score -4341502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -4341525.000000 Penalty: 5111.070312
	Iteration 42Q: 3 clusters Score -4341525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4341533.500000 Penalty: 5111.070312
	Iteration 43Q: 3 clusters Score -4341534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4341545.000000 Penalty: 5111.070312
	Iteration 44Q: 3 clusters Score -4341545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4341559.000000 Penalty: 5111.070312
	Iteration 45Q: 3 clusters Score -4341559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4341561.500000 Penalty: 5111.070312
	Iteration 46Q: 3 clusters Score -4341562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4341561.500000 Penalty: 5111.070312
	Iteration 47Q: 3 clusters Score -4341562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4341560.000000 Penalty: 5111.070312
	Iteration 48Q: 3 clusters Score -4341560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -4341564.000000 Penalty: 5111.070312
	Iteration 49Q: 3 clusters Score -4341564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4341562.000000 Penalty: 5111.070312
	Iteration 50Q: 3 clusters Score -4341562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4341565.500000 Penalty: 5111.070312
	Iteration 51Q: 3 clusters Score -4341566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4341570.000000 Penalty: 5111.070312
	Iteration 52Q: 3 clusters Score -4341570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -4341574.500000 Penalty: 5111.070312
	Iteration 53Q: 3 clusters Score -4341574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4341576.000000 Penalty: 5111.070312
	Iteration 54Q: 3 clusters Score -4341576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4341577.500000 Penalty: 5111.070312
	Iteration 55Q: 3 clusters Score -4341578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4341583.000000 Penalty: 5111.070312
	Iteration 56Q: 3 clusters Score -4341583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4341583.000000 Penalty: 5111.070312
	Iteration 57Q: 3 clusters Score -4341583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4341583.000000 Penalty: 5111.070312
	Iteration 58Q: 3 clusters Score -4341583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4341585.500000 Penalty: 5111.070312
	Iteration 59Q: 3 clusters Score -4341586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4341583.000000 Penalty: 5111.070312
	Iteration 60F: 3 clusters Score -4341583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4341589.000000 Penalty: 5111.070312
	Iteration 61Q: 3 clusters Score -4341589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4341588.500000 Penalty: 5111.070312
	Iteration 62Q: 3 clusters Score -4341588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4341588.500000 Penalty: 5111.070312
	Iteration 63Q: 3 clusters Score -4341588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4341582.000000 Penalty: 5111.070312
	Iteration 64Q: 3 clusters Score -4341582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4341591.000000 Penalty: 5111.070312
	Iteration 65Q: 3 clusters Score -4341591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4341594.500000 Penalty: 5111.070312
	Iteration 66Q: 3 clusters Score -4341594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4341595.000000 Penalty: 5111.070312
	Iteration 67Q: 3 clusters Score -4341595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4341594.000000 Penalty: 5111.070312
	Iteration 68Q: 3 clusters Score -4341594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4341596.500000 Penalty: 5111.070312
	Iteration 69Q: 3 clusters Score -4341596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4341600.500000 Penalty: 5111.070312
	Iteration 70Q: 3 clusters Score -4341600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4341596.000000 Penalty: 5111.070312
	Iteration 71Q: 3 clusters Score -4341596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4341596.500000 Penalty: 5111.070312
	Iteration 72Q: 3 clusters Score -4341596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4341598.500000 Penalty: 5111.070312
	Iteration 73Q: 3 clusters Score -4341598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4341598.500000 Penalty: 5111.070312
	Iteration 74Q: 3 clusters Score -4341598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4341598.000000 Penalty: 5111.070312
	Iteration 75Q: 3 clusters Score -4341598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4341602.500000 Penalty: 5111.070312
	Iteration 76Q: 3 clusters Score -4341602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4341602.000000 Penalty: 5111.070312
	Iteration 77Q: 3 clusters Score -4341602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4341596.500000 Penalty: 5111.070312
	Iteration 78Q: 3 clusters Score -4341596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4341603.000000 Penalty: 5111.070312
	Iteration 79Q: 3 clusters Score -4341603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4341604.500000 Penalty: 5111.070312
	Iteration 80F: 3 clusters Score -4341604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4341607.500000 Penalty: 5111.070312
	Iteration 81Q: 3 clusters Score -4341608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4341607.500000 Penalty: 5111.070312
	Iteration 82F: 3 clusters Score -4341608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -473768.781250 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -473768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -470219.906250 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -470219.9 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -470968.625000 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -470968.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -471159.781250 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -471159.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -471303.375000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -471303.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -471410.718750 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -471410.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -471506.593750 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -471506.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -471603.531250 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -471603.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -471671.562500 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -471671.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -471727.687500 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -471727.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -471783.906250 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -471783.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -471855.718750 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -471855.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -471932.562500 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -471932.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -472029.968750 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -472030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -472146.343750 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -472146.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -472263.531250 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -472263.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -472396.531250 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -472396.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -472523.968750 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -472524 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -472639.062500 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -472639.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -472761.937500 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -472761.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -472853.468750 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -472853.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -472936.250000 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -472936.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -472995.093750 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -472995.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -473037.968750 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -473038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -473074.750000 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -473074.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -473099.593750 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -473099.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -473116.125000 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -473116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -473127.750000 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -473127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -473136.062500 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -473136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -473141.906250 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -473141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -473146.375000 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -473146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -473152.437500 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -473152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -473153.750000 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -473153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -473154.375000 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -473154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -473155.281250 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -473155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -473155.406250 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -473155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -473155.406250 Penalty: 4039.040527
	Iteration 35F: 3 clusters Score -473155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Entering Unmasked Estep 
Score: -1718542.000000 Penalty: 2309.419434
	Iteration 0F: 2 clusters Score -1718542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1710148.000000 Penalty: 4618.838867
	Iteration 0F: 3 clusters Score -1710148 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1712592.875000 Penalty: 4618.838867
	Iteration 1F: 3 clusters Score -1712593 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1712858.625000 Penalty: 4618.838867
	Iteration 2F: 3 clusters Score -1712859 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1713054.250000 Penalty: 4618.838867
	Iteration 3Q: 3 clusters Score -1713054 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1713217.375000 Penalty: 4618.838867
	Iteration 4Q: 3 clusters Score -1713217 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1713335.875000 Penalty: 4618.838867
	Iteration 5Q: 3 clusters Score -1713336 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1713440.375000 Penalty: 4618.838867
	Iteration 6Q: 3 clusters Score -1713440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1713545.125000 Penalty: 4618.838867
	Iteration 7Q: 3 clusters Score -1713545 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1713642.125000 Penalty: 4618.838867
	Iteration 8Q: 3 clusters Score -1713642 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1713725.000000 Penalty: 4618.838867
	Iteration 9Q: 3 clusters Score -1713725 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1713818.250000 Penalty: 4618.838867
	Iteration 10Q: 3 clusters Score -1713818 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1713942.125000 Penalty: 4618.838867
	Iteration 11Q: 3 clusters Score -1713942 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1714088.000000 Penalty: 4618.838867
	Iteration 12Q: 3 clusters Score -1714088 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1714259.125000 Penalty: 4618.838867
	Iteration 13Q: 3 clusters Score -1714259 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1714485.375000 Penalty: 4618.838867
	Iteration 14Q: 3 clusters Score -1714485 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1714758.000000 Penalty: 4618.838867
	Iteration 15Q: 3 clusters Score -1714758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1715063.750000 Penalty: 4618.838867
	Iteration 16Q: 3 clusters Score -1715064 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1715397.000000 Penalty: 4618.838867
	Iteration 17Q: 3 clusters Score -1715397 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1715709.250000 Penalty: 4618.838867
	Iteration 18Q: 3 clusters Score -1715709 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1715947.125000 Penalty: 4618.838867
	Iteration 19Q: 3 clusters Score -1715947 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1716130.125000 Penalty: 4618.838867
	Iteration 20F: 3 clusters Score -1716130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1716265.625000 Penalty: 4618.838867
	Iteration 21Q: 3 clusters Score -1716266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1716363.375000 Penalty: 4618.838867
	Iteration 22Q: 3 clusters Score -1716363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1716421.625000 Penalty: 4618.838867
	Iteration 23Q: 3 clusters Score -1716422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1716470.375000 Penalty: 4618.838867
	Iteration 24Q: 3 clusters Score -1716470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1716503.250000 Penalty: 4618.838867
	Iteration 25Q: 3 clusters Score -1716503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1716526.000000 Penalty: 4618.838867
	Iteration 26Q: 3 clusters Score -1716526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1716543.125000 Penalty: 4618.838867
	Iteration 27Q: 3 clusters Score -1716543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1716567.250000 Penalty: 4618.838867
	Iteration 28Q: 3 clusters Score -1716567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1716587.375000 Penalty: 4618.838867
	Iteration 29Q: 3 clusters Score -1716587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1716592.125000 Penalty: 4618.838867
	Iteration 30Q: 3 clusters Score -1716592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1716598.500000 Penalty: 4618.838867
	Iteration 31Q: 3 clusters Score -1716598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1716600.500000 Penalty: 4618.838867
	Iteration 32Q: 3 clusters Score -1716600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1716604.250000 Penalty: 4618.838867
	Iteration 33Q: 3 clusters Score -1716604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1716611.250000 Penalty: 4618.838867
	Iteration 34Q: 3 clusters Score -1716611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1716613.625000 Penalty: 4618.838867
	Iteration 35Q: 3 clusters Score -1716614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1716618.375000 Penalty: 4618.838867
	Iteration 36Q: 3 clusters Score -1716618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1716617.875000 Penalty: 4618.838867
	Iteration 37Q: 3 clusters Score -1716618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1716617.875000 Penalty: 4618.838867
	Iteration 38F: 3 clusters Score -1716618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Entering Unmasked Estep 
Score: -6150800.000000 Penalty: 2625.873535
	Iteration 0F: 2 clusters Score -6150800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6123949.000000 Penalty: 5251.747070
	Iteration 0F: 3 clusters Score -6123949 nChanged 18147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6134215.500000 Penalty: 5251.747070
	Iteration 1F: 3 clusters Score -6134216 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -6134873.500000 Penalty: 5251.747070
	Iteration 2Q: 3 clusters Score -6134874 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -6135551.500000 Penalty: 5251.747070
	Iteration 3Q: 3 clusters Score -6135552 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6136180.500000 Penalty: 5251.747070
	Iteration 4Q: 3 clusters Score -6136180 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -6136962.000000 Penalty: 5251.747070
	Iteration 5Q: 3 clusters Score -6136962 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -6138021.500000 Penalty: 5251.747070
	Iteration 6Q: 3 clusters Score -6138022 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -6139458.500000 Penalty: 5251.747070
	Iteration 7F: 3 clusters Score -6139458 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6141191.000000 Penalty: 5251.747070
	Iteration 8F: 3 clusters Score -6141191 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -6143102.500000 Penalty: 5251.747070
	Iteration 9F: 3 clusters Score -6143102 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6144904.000000 Penalty: 5251.747070
	Iteration 10F: 3 clusters Score -6144904 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -6146238.500000 Penalty: 5251.747070
	Iteration 11Q: 3 clusters Score -6146238 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -6147104.000000 Penalty: 5251.747070
	Iteration 12Q: 3 clusters Score -6147104 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -6147643.500000 Penalty: 5251.747070
	Iteration 13Q: 3 clusters Score -6147644 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -6147942.500000 Penalty: 5251.747070
	Iteration 14Q: 3 clusters Score -6147942 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -6148118.500000 Penalty: 5251.747070
	Iteration 15Q: 3 clusters Score -6148118 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -6148240.500000 Penalty: 5251.747070
	Iteration 16Q: 3 clusters Score -6148240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -6148329.500000 Penalty: 5251.747070
	Iteration 17Q: 3 clusters Score -6148330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -6148390.000000 Penalty: 5251.747070
	Iteration 18Q: 3 clusters Score -6148390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -6148463.500000 Penalty: 5251.747070
	Iteration 19Q: 3 clusters Score -6148464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -6148510.500000 Penalty: 5251.747070
	Iteration 20F: 3 clusters Score -6148510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -6148538.500000 Penalty: 5251.747070
	Iteration 21Q: 3 clusters Score -6148538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -6148556.500000 Penalty: 5251.747070
	Iteration 22Q: 3 clusters Score -6148556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -6148566.000000 Penalty: 5251.747070
	Iteration 23Q: 3 clusters Score -6148566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -6148578.000000 Penalty: 5251.747070
	Iteration 24Q: 3 clusters Score -6148578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -6148589.000000 Penalty: 5251.747070
	Iteration 25Q: 3 clusters Score -6148589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -6148594.000000 Penalty: 5251.747070
	Iteration 26Q: 3 clusters Score -6148594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -6148597.500000 Penalty: 5251.747070
	Iteration 27Q: 3 clusters Score -6148598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6148603.500000 Penalty: 5251.747070
	Iteration 28Q: 3 clusters Score -6148604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -6148608.000000 Penalty: 5251.747070
	Iteration 29Q: 3 clusters Score -6148608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -6148608.000000 Penalty: 5251.747070
	Iteration 30Q: 3 clusters Score -6148608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -6148611.000000 Penalty: 5251.747070
	Iteration 31Q: 3 clusters Score -6148611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -6148611.500000 Penalty: 5251.747070
	Iteration 32Q: 3 clusters Score -6148612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -6148616.500000 Penalty: 5251.747070
	Iteration 33Q: 3 clusters Score -6148616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -6148614.000000 Penalty: 5251.747070
	Iteration 34Q: 3 clusters Score -6148614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -6148616.500000 Penalty: 5251.747070
	Iteration 35Q: 3 clusters Score -6148616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -6148616.500000 Penalty: 5251.747070
	Iteration 36F: 3 clusters Score -6148616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Entering Unmasked Estep 
Score: -9262743.000000 Penalty: 2725.689697
	Iteration 0F: 2 clusters Score -9262743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -9222850.000000 Penalty: 5451.379395
	Iteration 0F: 3 clusters Score -9222850 nChanged 27480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -9238303.000000 Penalty: 5451.379395
	Iteration 1F: 3 clusters Score -9238303 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -9239068.000000 Penalty: 5451.379395
	Iteration 2Q: 3 clusters Score -9239068 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -9240024.000000 Penalty: 5451.379395
	Iteration 3Q: 3 clusters Score -9240024 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -9241337.000000 Penalty: 5451.379395
	Iteration 4Q: 3 clusters Score -9241337 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -9243050.000000 Penalty: 5451.379395
	Iteration 5F: 3 clusters Score -9243050 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -9244972.000000 Penalty: 5451.379395
	Iteration 6F: 3 clusters Score -9244972 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9247244.000000 Penalty: 5451.379395
	Iteration 7F: 3 clusters Score -9247244 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -9249750.000000 Penalty: 5451.379395
	Iteration 8F: 3 clusters Score -9249750 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9251984.000000 Penalty: 5451.379395
	Iteration 9F: 3 clusters Score -9251984 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -9253563.000000 Penalty: 5451.379395
	Iteration 10Q: 3 clusters Score -9253563 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -9254515.000000 Penalty: 5451.379395
	Iteration 11Q: 3 clusters Score -9254515 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9255236.000000 Penalty: 5451.379395
	Iteration 12Q: 3 clusters Score -9255236 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -9255737.000000 Penalty: 5451.379395
	Iteration 13Q: 3 clusters Score -9255737 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -9256235.000000 Penalty: 5451.379395
	Iteration 14Q: 3 clusters Score -9256235 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -9256695.000000 Penalty: 5451.379395
	Iteration 15Q: 3 clusters Score -9256695 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -9257114.000000 Penalty: 5451.379395
	Iteration 16Q: 3 clusters Score -9257114 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -9257568.000000 Penalty: 5451.379395
	Iteration 17Q: 3 clusters Score -9257568 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -9257902.000000 Penalty: 5451.379395
	Iteration 18Q: 3 clusters Score -9257902 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -9258182.000000 Penalty: 5451.379395
	Iteration 19Q: 3 clusters Score -9258182 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -9258456.000000 Penalty: 5451.379395
	Iteration 20F: 3 clusters Score -9258456 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -9258775.000000 Penalty: 5451.379395
	Iteration 21Q: 3 clusters Score -9258775 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -9259039.000000 Penalty: 5451.379395
	Iteration 22Q: 3 clusters Score -9259039 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -9259285.000000 Penalty: 5451.379395
	Iteration 23Q: 3 clusters Score -9259285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -9259448.000000 Penalty: 5451.379395
	Iteration 24Q: 3 clusters Score -9259448 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -9259649.000000 Penalty: 5451.379395
	Iteration 25Q: 3 clusters Score -9259649 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -9259774.000000 Penalty: 5451.379395
	Iteration 26Q: 3 clusters Score -9259774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -9259872.000000 Penalty: 5451.379395
	Iteration 27Q: 3 clusters Score -9259872 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -9259953.000000 Penalty: 5451.379395
	Iteration 28Q: 3 clusters Score -9259953 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -9260025.000000 Penalty: 5451.379395
	Iteration 29Q: 3 clusters Score -9260025 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -9260099.000000 Penalty: 5451.379395
	Iteration 30Q: 3 clusters Score -9260099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -9260150.000000 Penalty: 5451.379395
	Iteration 31Q: 3 clusters Score -9260150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -9260198.000000 Penalty: 5451.379395
	Iteration 32Q: 3 clusters Score -9260198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -9260220.000000 Penalty: 5451.379395
	Iteration 33Q: 3 clusters Score -9260220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -9260292.000000 Penalty: 5451.379395
	Iteration 34Q: 3 clusters Score -9260292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -9260322.000000 Penalty: 5451.379395
	Iteration 35Q: 3 clusters Score -9260322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -9260337.000000 Penalty: 5451.379395
	Iteration 36Q: 3 clusters Score -9260337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -9260352.000000 Penalty: 5451.379395
	Iteration 37Q: 3 clusters Score -9260352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -9260358.000000 Penalty: 5451.379395
	Iteration 38Q: 3 clusters Score -9260358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -9260364.000000 Penalty: 5451.379395
	Iteration 39Q: 3 clusters Score -9260364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -9260377.000000 Penalty: 5451.379395
	Iteration 40F: 3 clusters Score -9260377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -9260391.000000 Penalty: 5451.379395
	Iteration 41Q: 3 clusters Score -9260391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -9260412.000000 Penalty: 5451.379395
	Iteration 42Q: 3 clusters Score -9260412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -9260428.000000 Penalty: 5451.379395
	Iteration 43Q: 3 clusters Score -9260428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -9260435.000000 Penalty: 5451.379395
	Iteration 44Q: 3 clusters Score -9260435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -9260452.000000 Penalty: 5451.379395
	Iteration 45Q: 3 clusters Score -9260452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -9260461.000000 Penalty: 5451.379395
	Iteration 46Q: 3 clusters Score -9260461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -9260464.000000 Penalty: 5451.379395
	Iteration 47Q: 3 clusters Score -9260464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -9260474.000000 Penalty: 5451.379395
	Iteration 48Q: 3 clusters Score -9260474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -9260471.000000 Penalty: 5451.379395
	Iteration 49Q: 3 clusters Score -9260471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -9260470.000000 Penalty: 5451.379395
	Iteration 50Q: 3 clusters Score -9260470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -9260480.000000 Penalty: 5451.379395
	Iteration 51Q: 3 clusters Score -9260480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -9260478.000000 Penalty: 5451.379395
	Iteration 52Q: 3 clusters Score -9260478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -9260482.000000 Penalty: 5451.379395
	Iteration 53Q: 3 clusters Score -9260482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -9260477.000000 Penalty: 5451.379395
	Iteration 54Q: 3 clusters Score -9260477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -9260476.000000 Penalty: 5451.379395
	Iteration 55Q: 3 clusters Score -9260476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -9260480.000000 Penalty: 5451.379395
	Iteration 56Q: 3 clusters Score -9260480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -9260480.000000 Penalty: 5451.379395
	Iteration 57Q: 3 clusters Score -9260480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -9260483.000000 Penalty: 5451.379395
	Iteration 58Q: 3 clusters Score -9260483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -9260480.000000 Penalty: 5451.379395
	Iteration 59Q: 3 clusters Score -9260480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -9260483.000000 Penalty: 5451.379395
	Iteration 60F: 3 clusters Score -9260483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -9260485.000000 Penalty: 5451.379395
	Iteration 61Q: 3 clusters Score -9260485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -9260492.000000 Penalty: 5451.379395
	Iteration 62Q: 3 clusters Score -9260492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -9260487.000000 Penalty: 5451.379395
	Iteration 63Q: 3 clusters Score -9260487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -9260475.000000 Penalty: 5451.379395
	Iteration 64Q: 3 clusters Score -9260475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -9260475.000000 Penalty: 5451.379395
	Iteration 65F: 3 clusters Score -9260475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (64521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Entering Unmasked Estep 
Score: -9923351.000000 Penalty: 2746.537109
	Iteration 0F: 2 clusters Score -9923351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -9880123.000000 Penalty: 5493.074219
	Iteration 0F: 3 clusters Score -9880123 nChanged 30266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -9897363.000000 Penalty: 5493.074219
	Iteration 1F: 3 clusters Score -9897363 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -9898378.000000 Penalty: 5493.074219
	Iteration 2Q: 3 clusters Score -9898378 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -9899832.000000 Penalty: 5493.074219
	Iteration 3Q: 3 clusters Score -9899832 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -9902057.000000 Penalty: 5493.074219
	Iteration 4F: 3 clusters Score -9902057 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -9905639.000000 Penalty: 5493.074219
	Iteration 5F: 3 clusters Score -9905639 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9910444.000000 Penalty: 5493.074219
	Iteration 6F: 3 clusters Score -9910444 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -9915157.000000 Penalty: 5493.074219
	Iteration 7F: 3 clusters Score -9915157 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9918372.000000 Penalty: 5493.074219
	Iteration 8F: 3 clusters Score -9918372 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9919964.000000 Penalty: 5493.074219
	Iteration 9Q: 3 clusters Score -9919964 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9920590.000000 Penalty: 5493.074219
	Iteration 10Q: 3 clusters Score -9920590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9920834.000000 Penalty: 5493.074219
	Iteration 11Q: 3 clusters Score -9920834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9920950.000000 Penalty: 5493.074219
	Iteration 12Q: 3 clusters Score -9920950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9921008.000000 Penalty: 5493.074219
	Iteration 13Q: 3 clusters Score -9921008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9921042.000000 Penalty: 5493.074219
	Iteration 14Q: 3 clusters Score -9921042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9921062.000000 Penalty: 5493.074219
	Iteration 15Q: 3 clusters Score -9921062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9921079.000000 Penalty: 5493.074219
	Iteration 16Q: 3 clusters Score -9921079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9921091.000000 Penalty: 5493.074219
	Iteration 17Q: 3 clusters Score -9921091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9921097.000000 Penalty: 5493.074219
	Iteration 18Q: 3 clusters Score -9921097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9921110.000000 Penalty: 5493.074219
	Iteration 19Q: 3 clusters Score -9921110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9921114.000000 Penalty: 5493.074219
	Iteration 20F: 3 clusters Score -9921114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9921114.000000 Penalty: 5493.074219
	Iteration 21Q: 3 clusters Score -9921114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9921111.000000 Penalty: 5493.074219
	Iteration 22Q: 3 clusters Score -9921111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9921121.000000 Penalty: 5493.074219
	Iteration 23Q: 3 clusters Score -9921121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9921118.000000 Penalty: 5493.074219
	Iteration 24Q: 3 clusters Score -9921118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9921118.000000 Penalty: 5493.074219
	Iteration 25F: 3 clusters Score -9921118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (100049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Entering Unmasked Estep 
Score: -15508452.000000 Penalty: 2855.326904
	Iteration 0F: 2 clusters Score -1.550845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -15444784.000000 Penalty: 5710.653809
	Iteration 0F: 3 clusters Score -1.544478e+07 nChanged 47594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -15471759.000000 Penalty: 5710.653809
	Iteration 1F: 3 clusters Score -1.547176e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -15472457.000000 Penalty: 5710.653809
	Iteration 2Q: 3 clusters Score -1.547246e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -15473079.000000 Penalty: 5710.653809
	Iteration 3Q: 3 clusters Score -1.547308e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -15473940.000000 Penalty: 5710.653809
	Iteration 4Q: 3 clusters Score -1.547394e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -15475020.000000 Penalty: 5710.653809
	Iteration 5Q: 3 clusters Score -1.547502e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -15476802.000000 Penalty: 5710.653809
	Iteration 6Q: 3 clusters Score -1.54768e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -15479707.000000 Penalty: 5710.653809
	Iteration 7F: 3 clusters Score -1.547971e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -15484675.000000 Penalty: 5710.653809
	Iteration 8F: 3 clusters Score -1.548468e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -15491546.000000 Penalty: 5710.653809
	Iteration 9F: 3 clusters Score -1.549155e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -15497964.000000 Penalty: 5710.653809
	Iteration 10F: 3 clusters Score -1.549796e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -15502109.000000 Penalty: 5710.653809
	Iteration 11Q: 3 clusters Score -1.550211e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -15503969.000000 Penalty: 5710.653809
	Iteration 12Q: 3 clusters Score -1.550397e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -15504838.000000 Penalty: 5710.653809
	Iteration 13Q: 3 clusters Score -1.550484e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15505312.000000 Penalty: 5710.653809
	Iteration 14Q: 3 clusters Score -1.550531e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15505602.000000 Penalty: 5710.653809
	Iteration 15Q: 3 clusters Score -1.55056e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15505747.000000 Penalty: 5710.653809
	Iteration 16Q: 3 clusters Score -1.550575e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -15505827.000000 Penalty: 5710.653809
	Iteration 17Q: 3 clusters Score -1.550583e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15505898.000000 Penalty: 5710.653809
	Iteration 18Q: 3 clusters Score -1.55059e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15505949.000000 Penalty: 5710.653809
	Iteration 19Q: 3 clusters Score -1.550595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15505978.000000 Penalty: 5710.653809
	Iteration 20F: 3 clusters Score -1.550598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15505987.000000 Penalty: 5710.653809
	Iteration 21Q: 3 clusters Score -1.550599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15506011.000000 Penalty: 5710.653809
	Iteration 22Q: 3 clusters Score -1.550601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15506023.000000 Penalty: 5710.653809
	Iteration 23Q: 3 clusters Score -1.550602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15506017.000000 Penalty: 5710.653809
	Iteration 24Q: 3 clusters Score -1.550602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15506020.000000 Penalty: 5710.653809
	Iteration 25Q: 3 clusters Score -1.550602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15506023.000000 Penalty: 5710.653809
	Iteration 26Q: 3 clusters Score -1.550602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15506033.000000 Penalty: 5710.653809
	Iteration 27Q: 3 clusters Score -1.550603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15506037.000000 Penalty: 5710.653809
	Iteration 28Q: 3 clusters Score -1.550604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15506044.000000 Penalty: 5710.653809
	Iteration 29Q: 3 clusters Score -1.550604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15506044.000000 Penalty: 5710.653809
	Iteration 30Q: 3 clusters Score -1.550604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15506031.000000 Penalty: 5710.653809
	Iteration 31Q: 3 clusters Score -1.550603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15506037.000000 Penalty: 5710.653809
	Iteration 32Q: 3 clusters Score -1.550604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15506037.000000 Penalty: 5710.653809
	Iteration 33F: 3 clusters Score -1.550604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -152343.640625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -152343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150349.312500 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -150349.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -150806.250000 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -150806.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151223.562500 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -151223.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151735.187500 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -151735.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152108.171875 Penalty: 3473.520508
	Iteration 4F: 3 clusters Score -152108.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152236.671875 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -152236.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152287.656250 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -152287.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152327.593750 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -152327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152351.359375 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -152351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152377.250000 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -152377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152405.218750 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -152405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152455.984375 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -152456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152588.656250 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -152588.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152770.875000 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -152770.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153074.593750 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -153074.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153186.796875 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -153186.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -153528.312500 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -153528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153709.812500 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -153709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153711.937500 Penalty: 3473.520508
	Iteration 18Q: 3 clusters Score -153711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153715.000000 Penalty: 3473.520508
	Iteration 19Q: 3 clusters Score -153715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153715.000000 Penalty: 3473.520508
	Iteration 20F: 3 clusters Score -153715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 102619 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 33441 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 105495 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96198 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 39664 members 
Mstep: Class 23 contains 59319 members 
Mstep: Class 24 contains 64521 members 
Mstep: Class 25 contains 100049 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
Score: -137793408.000000 Penalty: 91921.562500
Splitting cluster 26 changes total score from -137793840.000000 to -137793408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 102619 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 33441 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 105495 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96198 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 39664 members 
Mstep: Class 23 contains 59319 members 
Mstep: Class 24 contains 64521 members 
Mstep: Class 25 contains 100049 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793792.000000 Penalty: 88517.062500
Iteration 119Q: 27 clusters Score -1.377938e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 103604 members 
Mstep: Class 3 contains 102560 members 
Mstep: Class 4 contains 45478 members 
Mstep: Class 5 contains 33453 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55461 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 105503 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96119 members 
Mstep: Class 17 contains 19273 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 29867 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 11074 members 
Mstep: Class 22 contains 39734 members 
Mstep: Class 23 contains 59348 members 
Mstep: Class 24 contains 64481 members 
Mstep: Class 25 contains 100040 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793936.000000 Penalty: 88517.062500
Iteration 120F: 27 clusters Score -1.377939e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 103650 members 
Mstep: Class 3 contains 102464 members 
Mstep: Class 4 contains 45493 members 
Mstep: Class 5 contains 33469 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55460 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 14 contains 105496 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96066 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29866 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 39814 members 
Mstep: Class 23 contains 59399 members 
Mstep: Class 24 contains 64435 members 
Mstep: Class 25 contains 100050 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794080.000000 Penalty: 88517.062500
Iteration 121Q: 27 clusters Score -1.377941e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 103691 members 
Mstep: Class 3 contains 102373 members 
Mstep: Class 4 contains 45520 members 
Mstep: Class 5 contains 33481 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 55480 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12153 members 
Mstep: Class 14 contains 105472 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96028 members 
Mstep: Class 17 contains 19284 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29864 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 11076 members 
Mstep: Class 22 contains 39879 members 
Mstep: Class 23 contains 59421 members 
Mstep: Class 24 contains 64395 members 
Mstep: Class 25 contains 100084 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794304.000000 Penalty: 88517.062500
Iteration 122Q: 27 clusters Score -1.377943e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 103674 members 
Mstep: Class 3 contains 102329 members 
Mstep: Class 4 contains 45561 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55496 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12111 members 
Mstep: Class 14 contains 105417 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96024 members 
Mstep: Class 17 contains 19285 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29862 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 39937 members 
Mstep: Class 23 contains 59467 members 
Mstep: Class 24 contains 64358 members 
Mstep: Class 25 contains 100115 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794448.000000 Penalty: 88517.062500
Iteration 123Q: 27 clusters Score -1.377944e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 103650 members 
Mstep: Class 3 contains 102284 members 
Mstep: Class 4 contains 45588 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 55511 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 105397 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96009 members 
Mstep: Class 17 contains 19292 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29853 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 11068 members 
Mstep: Class 22 contains 39990 members 
Mstep: Class 23 contains 59495 members 
Mstep: Class 24 contains 64329 members 
Mstep: Class 25 contains 100132 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794128.000000 Penalty: 88517.062500
Iteration 124Q: 27 clusters Score -1.377941e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 103616 members 
Mstep: Class 3 contains 102236 members 
Mstep: Class 4 contains 45611 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 10049 members 
Mstep: Class 7 contains 6637 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12025 members 
Mstep: Class 14 contains 105380 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95990 members 
Mstep: Class 17 contains 19293 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29858 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 11068 members 
Mstep: Class 22 contains 40057 members 
Mstep: Class 23 contains 59517 members 
Mstep: Class 24 contains 64317 members 
Mstep: Class 25 contains 100158 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794336.000000 Penalty: 88517.062500
Iteration 125Q: 27 clusters Score -1.377943e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 103594 members 
Mstep: Class 3 contains 102168 members 
Mstep: Class 4 contains 45647 members 
Mstep: Class 5 contains 33499 members 
Mstep: Class 6 contains 10080 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55482 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 105366 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96005 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29863 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 40115 members 
Mstep: Class 23 contains 59534 members 
Mstep: Class 24 contains 64311 members 
Mstep: Class 25 contains 100168 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794304.000000 Penalty: 88517.062500
Iteration 126Q: 27 clusters Score -1.377943e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 103570 members 
Mstep: Class 3 contains 102154 members 
Mstep: Class 4 contains 45682 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 10106 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55457 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11927 members 
Mstep: Class 14 contains 105355 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 96002 members 
Mstep: Class 17 contains 19301 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29857 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 11064 members 
Mstep: Class 22 contains 40154 members 
Mstep: Class 23 contains 59535 members 
Mstep: Class 24 contains 64314 members 
Mstep: Class 25 contains 100195 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794336.000000 Penalty: 88517.062500
Iteration 127Q: 27 clusters Score -1.377943e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 103556 members 
Mstep: Class 3 contains 102110 members 
Mstep: Class 4 contains 45712 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 10127 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55422 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11885 members 
Mstep: Class 14 contains 105370 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95991 members 
Mstep: Class 17 contains 19300 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29861 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 40195 members 
Mstep: Class 23 contains 59548 members 
Mstep: Class 24 contains 64308 members 
Mstep: Class 25 contains 100223 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794112.000000 Penalty: 88517.062500
Iteration 128Q: 27 clusters Score -1.377941e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 103537 members 
Mstep: Class 3 contains 102096 members 
Mstep: Class 4 contains 45739 members 
Mstep: Class 5 contains 33494 members 
Mstep: Class 6 contains 10161 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55382 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 105364 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95972 members 
Mstep: Class 17 contains 19298 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29857 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 11074 members 
Mstep: Class 22 contains 40229 members 
Mstep: Class 23 contains 59569 members 
Mstep: Class 24 contains 64313 members 
Mstep: Class 25 contains 100247 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793968.000000 Penalty: 88517.062500
Iteration 129Q: 27 clusters Score -1.37794e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 103502 members 
Mstep: Class 3 contains 102097 members 
Mstep: Class 4 contains 45791 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 10184 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 55350 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11776 members 
Mstep: Class 14 contains 105348 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95947 members 
Mstep: Class 17 contains 19299 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 29858 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 11076 members 
Mstep: Class 22 contains 40260 members 
Mstep: Class 23 contains 59574 members 
Mstep: Class 24 contains 64329 members 
Mstep: Class 25 contains 100274 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794240.000000 Penalty: 88517.062500
Iteration 130Q: 27 clusters Score -1.377942e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 103476 members 
Mstep: Class 3 contains 102118 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55330 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 105341 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95900 members 
Mstep: Class 17 contains 19307 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 29846 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 11077 members 
Mstep: Class 22 contains 40294 members 
Mstep: Class 23 contains 59588 members 
Mstep: Class 24 contains 64323 members 
Mstep: Class 25 contains 100284 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794624.000000 Penalty: 88517.062500
Iteration 131Q: 27 clusters Score -1.377946e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 103438 members 
Mstep: Class 3 contains 102116 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 33494 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 55297 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11641 members 
Mstep: Class 14 contains 105357 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95900 members 
Mstep: Class 17 contains 19313 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 11068 members 
Mstep: Class 22 contains 40328 members 
Mstep: Class 23 contains 59612 members 
Mstep: Class 24 contains 64329 members 
Mstep: Class 25 contains 100289 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794736.000000 Penalty: 88517.062500
Iteration 132Q: 27 clusters Score -1.377947e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 103423 members 
Mstep: Class 3 contains 102100 members 
Mstep: Class 4 contains 45918 members 
Mstep: Class 5 contains 33494 members 
Mstep: Class 6 contains 10268 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 55279 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11578 members 
Mstep: Class 14 contains 105344 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95899 members 
Mstep: Class 17 contains 19317 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 29853 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 11065 members 
Mstep: Class 22 contains 40349 members 
Mstep: Class 23 contains 59645 members 
Mstep: Class 24 contains 64328 members 
Mstep: Class 25 contains 100298 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794656.000000 Penalty: 88517.062500
Iteration 133Q: 27 clusters Score -1.377947e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 102075 members 
Mstep: Class 4 contains 45971 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 10294 members 
Mstep: Class 7 contains 6624 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55255 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11507 members 
Mstep: Class 14 contains 105337 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95898 members 
Mstep: Class 17 contains 19320 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 29836 members 
Mstep: Class 20 contains 3413 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 40372 members 
Mstep: Class 23 contains 59661 members 
Mstep: Class 24 contains 64324 members 
Mstep: Class 25 contains 100309 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794656.000000 Penalty: 88517.062500
Iteration 134Q: 27 clusters Score -1.377947e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 103379 members 
Mstep: Class 3 contains 102043 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 6623 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55221 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 105349 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95906 members 
Mstep: Class 17 contains 19322 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29821 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 40394 members 
Mstep: Class 23 contains 59694 members 
Mstep: Class 24 contains 64315 members 
Mstep: Class 25 contains 100320 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794592.000000 Penalty: 88517.062500
Iteration 135Q: 27 clusters Score -1.377946e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 103310 members 
Mstep: Class 3 contains 102012 members 
Mstep: Class 4 contains 46087 members 
Mstep: Class 5 contains 33525 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55215 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 105366 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95918 members 
Mstep: Class 17 contains 19328 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29808 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 11088 members 
Mstep: Class 22 contains 40399 members 
Mstep: Class 23 contains 59721 members 
Mstep: Class 24 contains 64321 members 
Mstep: Class 25 contains 100343 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794672.000000 Penalty: 88517.062500
Iteration 136Q: 27 clusters Score -1.377947e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 103274 members 
Mstep: Class 3 contains 102009 members 
Mstep: Class 4 contains 46134 members 
Mstep: Class 5 contains 33518 members 
Mstep: Class 6 contains 10410 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55192 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11252 members 
Mstep: Class 14 contains 105390 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95883 members 
Mstep: Class 17 contains 19343 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29791 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 11087 members 
Mstep: Class 22 contains 40421 members 
Mstep: Class 23 contains 59748 members 
Mstep: Class 24 contains 64328 members 
Mstep: Class 25 contains 100373 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794656.000000 Penalty: 88517.062500
Iteration 137Q: 27 clusters Score -1.377947e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103209 members 
Mstep: Class 3 contains 102049 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 33518 members 
Mstep: Class 6 contains 10444 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55183 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 105397 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95864 members 
Mstep: Class 17 contains 19360 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29773 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 11089 members 
Mstep: Class 22 contains 40440 members 
Mstep: Class 23 contains 59778 members 
Mstep: Class 24 contains 64326 members 
Mstep: Class 25 contains 100381 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794704.000000 Penalty: 88517.062500
Iteration 138Q: 27 clusters Score -1.377947e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 103143 members 
Mstep: Class 3 contains 102085 members 
Mstep: Class 4 contains 46203 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55172 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 14 contains 105417 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95833 members 
Mstep: Class 17 contains 19373 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29766 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 11079 members 
Mstep: Class 22 contains 40464 members 
Mstep: Class 23 contains 59818 members 
Mstep: Class 24 contains 64326 members 
Mstep: Class 25 contains 100389 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794560.000000 Penalty: 88517.062500
Iteration 139Q: 27 clusters Score -1.377946e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 103109 members 
Mstep: Class 3 contains 102126 members 
Mstep: Class 4 contains 46242 members 
Mstep: Class 5 contains 33506 members 
Mstep: Class 6 contains 10482 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55149 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11077 members 
Mstep: Class 14 contains 105431 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95782 members 
Mstep: Class 17 contains 19380 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29763 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 21 contains 11079 members 
Mstep: Class 22 contains 40472 members 
Mstep: Class 23 contains 59847 members 
Mstep: Class 24 contains 64324 members 
Mstep: Class 25 contains 100406 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794720.000000 Penalty: 88517.062500
Iteration 140F: 27 clusters Score -1.377947e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 103062 members 
Mstep: Class 3 contains 102154 members 
Mstep: Class 4 contains 46276 members 
Mstep: Class 5 contains 33515 members 
Mstep: Class 6 contains 10501 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 55125 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 11026 members 
Mstep: Class 14 contains 105479 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95723 members 
Mstep: Class 17 contains 19383 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29762 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 21 contains 11077 members 
Mstep: Class 22 contains 40480 members 
Mstep: Class 23 contains 59869 members 
Mstep: Class 24 contains 64318 members 
Mstep: Class 25 contains 100444 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794912.000000 Penalty: 88517.062500
Iteration 141Q: 27 clusters Score -1.377949e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 103004 members 
Mstep: Class 3 contains 102193 members 
Mstep: Class 4 contains 46321 members 
Mstep: Class 5 contains 33516 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 6606 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 105505 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95659 members 
Mstep: Class 17 contains 19395 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29757 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 40488 members 
Mstep: Class 23 contains 59894 members 
Mstep: Class 24 contains 64329 members 
Mstep: Class 25 contains 100478 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794736.000000 Penalty: 88517.062500
Iteration 142Q: 27 clusters Score -1.377947e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 102969 members 
Mstep: Class 3 contains 102214 members 
Mstep: Class 4 contains 46360 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55084 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 14 contains 105482 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95623 members 
Mstep: Class 17 contains 19396 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 29757 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 11063 members 
Mstep: Class 22 contains 40514 members 
Mstep: Class 23 contains 59915 members 
Mstep: Class 24 contains 64336 members 
Mstep: Class 25 contains 100505 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794928.000000 Penalty: 88517.062500
Iteration 143Q: 27 clusters Score -1.377949e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 102921 members 
Mstep: Class 3 contains 102254 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55063 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 105436 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95601 members 
Mstep: Class 17 contains 19410 members 
Mstep: Class 18 contains 486 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 11060 members 
Mstep: Class 22 contains 40544 members 
Mstep: Class 23 contains 59951 members 
Mstep: Class 24 contains 64342 members 
Mstep: Class 25 contains 100525 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795072.000000 Penalty: 88517.062500
Iteration 144Q: 27 clusters Score -1.377951e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 102887 members 
Mstep: Class 3 contains 102258 members 
Mstep: Class 4 contains 46420 members 
Mstep: Class 5 contains 33513 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55055 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 105426 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95563 members 
Mstep: Class 17 contains 19414 members 
Mstep: Class 18 contains 488 members 
Mstep: Class 19 contains 29756 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 11056 members 
Mstep: Class 22 contains 40567 members 
Mstep: Class 23 contains 59975 members 
Mstep: Class 24 contains 64357 members 
Mstep: Class 25 contains 100554 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795088.000000 Penalty: 88517.062500
Iteration 145Q: 27 clusters Score -1.377951e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 102818 members 
Mstep: Class 3 contains 102277 members 
Mstep: Class 4 contains 46428 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55059 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 105415 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95547 members 
Mstep: Class 17 contains 19423 members 
Mstep: Class 18 contains 488 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 40584 members 
Mstep: Class 23 contains 59989 members 
Mstep: Class 24 contains 64379 members 
Mstep: Class 25 contains 100592 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794832.000000 Penalty: 88517.062500
Iteration 146Q: 27 clusters Score -1.377948e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 102753 members 
Mstep: Class 3 contains 102255 members 
Mstep: Class 4 contains 46447 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55057 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10780 members 
Mstep: Class 14 contains 105410 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95556 members 
Mstep: Class 17 contains 19424 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 29752 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 40610 members 
Mstep: Class 23 contains 60007 members 
Mstep: Class 24 contains 64394 members 
Mstep: Class 25 contains 100623 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794800.000000 Penalty: 88517.062500
Iteration 147Q: 27 clusters Score -1.377948e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 102714 members 
Mstep: Class 3 contains 102210 members 
Mstep: Class 4 contains 46465 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6595 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55057 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 105416 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95553 members 
Mstep: Class 17 contains 19428 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 29752 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 40627 members 
Mstep: Class 23 contains 60029 members 
Mstep: Class 24 contains 64412 members 
Mstep: Class 25 contains 100646 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795168.000000 Penalty: 88517.062500
Iteration 148Q: 27 clusters Score -1.377952e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 102658 members 
Mstep: Class 3 contains 102185 members 
Mstep: Class 4 contains 46486 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 10585 members 
Mstep: Class 7 contains 6592 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55059 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 105419 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95542 members 
Mstep: Class 17 contains 19430 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 29745 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 11048 members 
Mstep: Class 22 contains 40656 members 
Mstep: Class 23 contains 60044 members 
Mstep: Class 24 contains 64434 members 
Mstep: Class 25 contains 100668 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795168.000000 Penalty: 88517.062500
Iteration 149Q: 27 clusters Score -1.377952e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 102604 members 
Mstep: Class 3 contains 102170 members 
Mstep: Class 4 contains 46498 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55067 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10705 members 
Mstep: Class 14 contains 105433 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95506 members 
Mstep: Class 17 contains 19435 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 19 contains 29746 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 40678 members 
Mstep: Class 23 contains 60065 members 
Mstep: Class 24 contains 64438 members 
Mstep: Class 25 contains 100700 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795152.000000 Penalty: 88517.062500
Iteration 150Q: 27 clusters Score -1.377952e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 102573 members 
Mstep: Class 3 contains 102125 members 
Mstep: Class 4 contains 46516 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 10614 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55080 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10686 members 
Mstep: Class 14 contains 105440 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95482 members 
Mstep: Class 17 contains 19435 members 
Mstep: Class 18 contains 497 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 40709 members 
Mstep: Class 23 contains 60087 members 
Mstep: Class 24 contains 64452 members 
Mstep: Class 25 contains 100709 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795168.000000 Penalty: 88517.062500
Iteration 151Q: 27 clusters Score -1.377952e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 102533 members 
Mstep: Class 3 contains 102113 members 
Mstep: Class 4 contains 46527 members 
Mstep: Class 5 contains 33499 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55090 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 105443 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95444 members 
Mstep: Class 17 contains 19438 members 
Mstep: Class 18 contains 497 members 
Mstep: Class 19 contains 29733 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 11039 members 
Mstep: Class 22 contains 40734 members 
Mstep: Class 23 contains 60098 members 
Mstep: Class 24 contains 64460 members 
Mstep: Class 25 contains 100744 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795088.000000 Penalty: 88517.062500
Iteration 152Q: 27 clusters Score -1.377951e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 102497 members 
Mstep: Class 3 contains 102085 members 
Mstep: Class 4 contains 46545 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 10633 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 55100 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10645 members 
Mstep: Class 14 contains 105486 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95419 members 
Mstep: Class 17 contains 19436 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 11032 members 
Mstep: Class 22 contains 40750 members 
Mstep: Class 23 contains 60113 members 
Mstep: Class 24 contains 64467 members 
Mstep: Class 25 contains 100755 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137794992.000000 Penalty: 88517.062500
Iteration 153Q: 27 clusters Score -1.37795e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 102474 members 
Mstep: Class 3 contains 102058 members 
Mstep: Class 4 contains 46559 members 
Mstep: Class 5 contains 33490 members 
Mstep: Class 6 contains 10647 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55114 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10621 members 
Mstep: Class 14 contains 105509 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95402 members 
Mstep: Class 17 contains 19441 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29729 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 40762 members 
Mstep: Class 23 contains 60127 members 
Mstep: Class 24 contains 64467 members 
Mstep: Class 25 contains 100778 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795056.000000 Penalty: 88517.062500
Iteration 154Q: 27 clusters Score -1.377951e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 102530 members 
Mstep: Class 3 contains 101979 members 
Mstep: Class 4 contains 46566 members 
Mstep: Class 5 contains 33477 members 
Mstep: Class 6 contains 10658 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55112 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10609 members 
Mstep: Class 14 contains 105530 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95400 members 
Mstep: Class 17 contains 19448 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29719 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 40762 members 
Mstep: Class 23 contains 60119 members 
Mstep: Class 24 contains 64456 members 
Mstep: Class 25 contains 100816 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795104.000000 Penalty: 88517.062500
Iteration 155Q: 27 clusters Score -1.377951e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 102541 members 
Mstep: Class 3 contains 101928 members 
Mstep: Class 4 contains 46578 members 
Mstep: Class 5 contains 33475 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 6572 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55115 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 105570 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95368 members 
Mstep: Class 17 contains 19453 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29708 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 11030 members 
Mstep: Class 22 contains 40776 members 
Mstep: Class 23 contains 60124 members 
Mstep: Class 24 contains 64439 members 
Mstep: Class 25 contains 100841 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795152.000000 Penalty: 88517.062500
Iteration 156Q: 27 clusters Score -1.377952e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 102558 members 
Mstep: Class 3 contains 101890 members 
Mstep: Class 4 contains 46585 members 
Mstep: Class 5 contains 33478 members 
Mstep: Class 6 contains 10676 members 
Mstep: Class 7 contains 6570 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 55121 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 105583 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95350 members 
Mstep: Class 17 contains 19463 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29700 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 11031 members 
Mstep: Class 22 contains 40794 members 
Mstep: Class 23 contains 60117 members 
Mstep: Class 24 contains 64437 members 
Mstep: Class 25 contains 100849 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795152.000000 Penalty: 88517.062500
Iteration 157Q: 27 clusters Score -1.377952e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 102609 members 
Mstep: Class 3 contains 101828 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 10682 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 55116 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 105603 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95326 members 
Mstep: Class 17 contains 19474 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 40813 members 
Mstep: Class 23 contains 60134 members 
Mstep: Class 24 contains 64423 members 
Mstep: Class 25 contains 100862 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795360.000000 Penalty: 88517.062500
Iteration 158Q: 27 clusters Score -1.377954e+08 nChanged 1101
Entering ConstructFrom: 
Score: -137795360.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1220595.875000 Penalty: 2226.019043
	Iteration 0F: 2 clusters Score -1220596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1214250.875000 Penalty: 4452.038086
	Iteration 0F: 3 clusters Score -1214251 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1215938.000000 Penalty: 4452.038086
	Iteration 1F: 3 clusters Score -1215938 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1216199.625000 Penalty: 4452.038086
	Iteration 2F: 3 clusters Score -1216200 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1216397.500000 Penalty: 4452.038086
	Iteration 3F: 3 clusters Score -1216398 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1216555.250000 Penalty: 4452.038086
	Iteration 4Q: 3 clusters Score -1216555 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1216703.000000 Penalty: 4452.038086
	Iteration 5Q: 3 clusters Score -1216703 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1216841.750000 Penalty: 4452.038086
	Iteration 6Q: 3 clusters Score -1216842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1216989.250000 Penalty: 4452.038086
	Iteration 7Q: 3 clusters Score -1216989 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1217157.500000 Penalty: 4452.038086
	Iteration 8Q: 3 clusters Score -1217158 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1217359.750000 Penalty: 4452.038086
	Iteration 9Q: 3 clusters Score -1217360 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1217590.500000 Penalty: 4452.038086
	Iteration 10Q: 3 clusters Score -1217590 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1217827.875000 Penalty: 4452.038086
	Iteration 11Q: 3 clusters Score -1217828 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1218079.125000 Penalty: 4452.038086
	Iteration 12Q: 3 clusters Score -1218079 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1218314.875000 Penalty: 4452.038086
	Iteration 13Q: 3 clusters Score -1218315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1218496.625000 Penalty: 4452.038086
	Iteration 14Q: 3 clusters Score -1218497 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1218662.125000 Penalty: 4452.038086
	Iteration 15Q: 3 clusters Score -1218662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1218761.000000 Penalty: 4452.038086
	Iteration 16Q: 3 clusters Score -1218761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1218798.875000 Penalty: 4452.038086
	Iteration 17Q: 3 clusters Score -1218799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1218826.375000 Penalty: 4452.038086
	Iteration 18Q: 3 clusters Score -1218826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1218838.000000 Penalty: 4452.038086
	Iteration 19Q: 3 clusters Score -1218838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1218849.625000 Penalty: 4452.038086
	Iteration 20F: 3 clusters Score -1218850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1218864.125000 Penalty: 4452.038086
	Iteration 21Q: 3 clusters Score -1218864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1218871.125000 Penalty: 4452.038086
	Iteration 22Q: 3 clusters Score -1218871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1218874.500000 Penalty: 4452.038086
	Iteration 23Q: 3 clusters Score -1218874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1218879.375000 Penalty: 4452.038086
	Iteration 24Q: 3 clusters Score -1218879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1218883.875000 Penalty: 4452.038086
	Iteration 25Q: 3 clusters Score -1218884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1218884.625000 Penalty: 4452.038086
	Iteration 26Q: 3 clusters Score -1218885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1218885.000000 Penalty: 4452.038086
	Iteration 27Q: 3 clusters Score -1218885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1218885.000000 Penalty: 4452.038086
	Iteration 28F: 3 clusters Score -1218885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Entering Unmasked Estep 
Score: -15792839.000000 Penalty: 2861.735596
	Iteration 0F: 2 clusters Score -1.579284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -15725348.000000 Penalty: 5723.471191
	Iteration 0F: 3 clusters Score -1.572535e+07 nChanged 48582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -15752995.000000 Penalty: 5723.471191
	Iteration 1F: 3 clusters Score -1.5753e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -15753741.000000 Penalty: 5723.471191
	Iteration 2Q: 3 clusters Score -1.575374e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -15754497.000000 Penalty: 5723.471191
	Iteration 3Q: 3 clusters Score -1.57545e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -15755246.000000 Penalty: 5723.471191
	Iteration 4Q: 3 clusters Score -1.575525e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -15756307.000000 Penalty: 5723.471191
	Iteration 5Q: 3 clusters Score -1.575631e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -15758186.000000 Penalty: 5723.471191
	Iteration 6Q: 3 clusters Score -1.575819e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -15761435.000000 Penalty: 5723.471191
	Iteration 7F: 3 clusters Score -1.576144e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -15766735.000000 Penalty: 5723.471191
	Iteration 8F: 3 clusters Score -1.576674e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -15773760.000000 Penalty: 5723.471191
	Iteration 9F: 3 clusters Score -1.577376e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -15780518.000000 Penalty: 5723.471191
	Iteration 10F: 3 clusters Score -1.578052e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -15785030.000000 Penalty: 5723.471191
	Iteration 11Q: 3 clusters Score -1.578503e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -15787509.000000 Penalty: 5723.471191
	Iteration 12Q: 3 clusters Score -1.578751e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15788837.000000 Penalty: 5723.471191
	Iteration 13Q: 3 clusters Score -1.578884e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15789515.000000 Penalty: 5723.471191
	Iteration 14Q: 3 clusters Score -1.578952e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15789858.000000 Penalty: 5723.471191
	Iteration 15Q: 3 clusters Score -1.578986e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15790048.000000 Penalty: 5723.471191
	Iteration 16Q: 3 clusters Score -1.579005e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -15790169.000000 Penalty: 5723.471191
	Iteration 17Q: 3 clusters Score -1.579017e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15790260.000000 Penalty: 5723.471191
	Iteration 18Q: 3 clusters Score -1.579026e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15790288.000000 Penalty: 5723.471191
	Iteration 19Q: 3 clusters Score -1.579029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15790315.000000 Penalty: 5723.471191
	Iteration 20F: 3 clusters Score -1.579032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15790345.000000 Penalty: 5723.471191
	Iteration 21Q: 3 clusters Score -1.579034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15790365.000000 Penalty: 5723.471191
	Iteration 22Q: 3 clusters Score -1.579036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15790398.000000 Penalty: 5723.471191
	Iteration 23Q: 3 clusters Score -1.57904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15790394.000000 Penalty: 5723.471191
	Iteration 24Q: 3 clusters Score -1.579039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15790408.000000 Penalty: 5723.471191
	Iteration 25Q: 3 clusters Score -1.579041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15790423.000000 Penalty: 5723.471191
	Iteration 26Q: 3 clusters Score -1.579042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -15790407.000000 Penalty: 5723.471191
	Iteration 27Q: 3 clusters Score -1.579041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15790412.000000 Penalty: 5723.471191
	Iteration 28Q: 3 clusters Score -1.579041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15790415.000000 Penalty: 5723.471191
	Iteration 29Q: 3 clusters Score -1.579042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15790427.000000 Penalty: 5723.471191
	Iteration 30Q: 3 clusters Score -1.579043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15790433.000000 Penalty: 5723.471191
	Iteration 31Q: 3 clusters Score -1.579043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15790434.000000 Penalty: 5723.471191
	Iteration 32Q: 3 clusters Score -1.579043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15790441.000000 Penalty: 5723.471191
	Iteration 33Q: 3 clusters Score -1.579044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15790440.000000 Penalty: 5723.471191
	Iteration 34Q: 3 clusters Score -1.579044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15790447.000000 Penalty: 5723.471191
	Iteration 35Q: 3 clusters Score -1.579045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15790460.000000 Penalty: 5723.471191
	Iteration 36Q: 3 clusters Score -1.579046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15790465.000000 Penalty: 5723.471191
	Iteration 37Q: 3 clusters Score -1.579046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102223 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15790463.000000 Penalty: 5723.471191
	Iteration 38Q: 3 clusters Score -1.579046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15790461.000000 Penalty: 5723.471191
	Iteration 39Q: 3 clusters Score -1.579046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15790474.000000 Penalty: 5723.471191
	Iteration 40F: 3 clusters Score -1.579047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15790474.000000 Penalty: 5723.471191
	Iteration 41Q: 3 clusters Score -1.579047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15790470.000000 Penalty: 5723.471191
	Iteration 42Q: 3 clusters Score -1.579047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15790470.000000 Penalty: 5723.471191
	Iteration 43F: 3 clusters Score -1.579047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Entering Unmasked Estep 
Score: -15744186.000000 Penalty: 2859.512695
	Iteration 0F: 2 clusters Score -1.574419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -15678514.000000 Penalty: 5719.025391
	Iteration 0F: 3 clusters Score -1.567851e+07 nChanged 47945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -15706028.000000 Penalty: 5719.025391
	Iteration 1F: 3 clusters Score -1.570603e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -15706810.000000 Penalty: 5719.025391
	Iteration 2Q: 3 clusters Score -1.570681e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -15707821.000000 Penalty: 5719.025391
	Iteration 3Q: 3 clusters Score -1.570782e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -15709144.000000 Penalty: 5719.025391
	Iteration 4Q: 3 clusters Score -1.570914e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -15711106.000000 Penalty: 5719.025391
	Iteration 5Q: 3 clusters Score -1.571111e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -15713998.000000 Penalty: 5719.025391
	Iteration 6Q: 3 clusters Score -1.5714e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -15717949.000000 Penalty: 5719.025391
	Iteration 7F: 3 clusters Score -1.571795e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -15723051.000000 Penalty: 5719.025391
	Iteration 8F: 3 clusters Score -1.572305e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -15726753.000000 Penalty: 5719.025391
	Iteration 9F: 3 clusters Score -1.572675e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -15728486.000000 Penalty: 5719.025391
	Iteration 10Q: 3 clusters Score -1.572849e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -15729165.000000 Penalty: 5719.025391
	Iteration 11Q: 3 clusters Score -1.572916e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -15729564.000000 Penalty: 5719.025391
	Iteration 12Q: 3 clusters Score -1.572956e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -15729837.000000 Penalty: 5719.025391
	Iteration 13Q: 3 clusters Score -1.572984e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -15730104.000000 Penalty: 5719.025391
	Iteration 14Q: 3 clusters Score -1.57301e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -15730473.000000 Penalty: 5719.025391
	Iteration 15Q: 3 clusters Score -1.573047e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -15730824.000000 Penalty: 5719.025391
	Iteration 16Q: 3 clusters Score -1.573082e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -15731107.000000 Penalty: 5719.025391
	Iteration 17Q: 3 clusters Score -1.573111e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -15731409.000000 Penalty: 5719.025391
	Iteration 18Q: 3 clusters Score -1.573141e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -15731807.000000 Penalty: 5719.025391
	Iteration 19Q: 3 clusters Score -1.573181e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -15732240.000000 Penalty: 5719.025391
	Iteration 20F: 3 clusters Score -1.573224e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -15732761.000000 Penalty: 5719.025391
	Iteration 21Q: 3 clusters Score -1.573276e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -15733337.000000 Penalty: 5719.025391
	Iteration 22Q: 3 clusters Score -1.573334e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -15733909.000000 Penalty: 5719.025391
	Iteration 23Q: 3 clusters Score -1.573391e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -15734475.000000 Penalty: 5719.025391
	Iteration 24Q: 3 clusters Score -1.573448e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -15734983.000000 Penalty: 5719.025391
	Iteration 25Q: 3 clusters Score -1.573498e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -15735452.000000 Penalty: 5719.025391
	Iteration 26Q: 3 clusters Score -1.573545e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -15735914.000000 Penalty: 5719.025391
	Iteration 27Q: 3 clusters Score -1.573591e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -15736190.000000 Penalty: 5719.025391
	Iteration 28Q: 3 clusters Score -1.573619e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -15736389.000000 Penalty: 5719.025391
	Iteration 29Q: 3 clusters Score -1.573639e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -15736524.000000 Penalty: 5719.025391
	Iteration 30Q: 3 clusters Score -1.573652e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -15736669.000000 Penalty: 5719.025391
	Iteration 31Q: 3 clusters Score -1.573667e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -15736718.000000 Penalty: 5719.025391
	Iteration 32Q: 3 clusters Score -1.573672e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -15736774.000000 Penalty: 5719.025391
	Iteration 33Q: 3 clusters Score -1.573677e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -15736858.000000 Penalty: 5719.025391
	Iteration 34Q: 3 clusters Score -1.573686e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -15736923.000000 Penalty: 5719.025391
	Iteration 35Q: 3 clusters Score -1.573692e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -15736939.000000 Penalty: 5719.025391
	Iteration 36Q: 3 clusters Score -1.573694e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -15737007.000000 Penalty: 5719.025391
	Iteration 37Q: 3 clusters Score -1.573701e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -15737024.000000 Penalty: 5719.025391
	Iteration 38Q: 3 clusters Score -1.573702e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -15737025.000000 Penalty: 5719.025391
	Iteration 39Q: 3 clusters Score -1.573702e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -15737075.000000 Penalty: 5719.025391
	Iteration 40F: 3 clusters Score -1.573708e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -15737099.000000 Penalty: 5719.025391
	Iteration 41Q: 3 clusters Score -1.57371e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -15737131.000000 Penalty: 5719.025391
	Iteration 42Q: 3 clusters Score -1.573713e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -15737145.000000 Penalty: 5719.025391
	Iteration 43Q: 3 clusters Score -1.573714e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -15737123.000000 Penalty: 5719.025391
	Iteration 44Q: 3 clusters Score -1.573712e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -15737089.000000 Penalty: 5719.025391
	Iteration 45Q: 3 clusters Score -1.573709e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -15737112.000000 Penalty: 5719.025391
	Iteration 46Q: 3 clusters Score -1.573711e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -15737057.000000 Penalty: 5719.025391
	Iteration 47Q: 3 clusters Score -1.573706e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -15737142.000000 Penalty: 5719.025391
	Iteration 48Q: 3 clusters Score -1.573714e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -15737149.000000 Penalty: 5719.025391
	Iteration 49Q: 3 clusters Score -1.573715e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -15737155.000000 Penalty: 5719.025391
	Iteration 50Q: 3 clusters Score -1.573716e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -15737199.000000 Penalty: 5719.025391
	Iteration 51Q: 3 clusters Score -1.57372e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -15737230.000000 Penalty: 5719.025391
	Iteration 52Q: 3 clusters Score -1.573723e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -15737223.000000 Penalty: 5719.025391
	Iteration 53Q: 3 clusters Score -1.573722e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -15737183.000000 Penalty: 5719.025391
	Iteration 54Q: 3 clusters Score -1.573718e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -15737175.000000 Penalty: 5719.025391
	Iteration 55Q: 3 clusters Score -1.573718e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -15737151.000000 Penalty: 5719.025391
	Iteration 56Q: 3 clusters Score -1.573715e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -15737175.000000 Penalty: 5719.025391
	Iteration 57Q: 3 clusters Score -1.573718e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -15737147.000000 Penalty: 5719.025391
	Iteration 58Q: 3 clusters Score -1.573715e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -15737151.000000 Penalty: 5719.025391
	Iteration 59Q: 3 clusters Score -1.573715e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -15737109.000000 Penalty: 5719.025391
	Iteration 60F: 3 clusters Score -1.573711e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -15737109.000000 Penalty: 5719.025391
	Iteration 61Q: 3 clusters Score -1.573711e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -15737126.000000 Penalty: 5719.025391
	Iteration 62Q: 3 clusters Score -1.573713e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -15737138.000000 Penalty: 5719.025391
	Iteration 63Q: 3 clusters Score -1.573714e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -15737170.000000 Penalty: 5719.025391
	Iteration 64Q: 3 clusters Score -1.573717e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -15737174.000000 Penalty: 5719.025391
	Iteration 65Q: 3 clusters Score -1.573717e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -15737169.000000 Penalty: 5719.025391
	Iteration 66Q: 3 clusters Score -1.573717e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -15737140.000000 Penalty: 5719.025391
	Iteration 67Q: 3 clusters Score -1.573714e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -15737159.000000 Penalty: 5719.025391
	Iteration 68Q: 3 clusters Score -1.573716e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -15737182.000000 Penalty: 5719.025391
	Iteration 69Q: 3 clusters Score -1.573718e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -15737181.000000 Penalty: 5719.025391
	Iteration 70Q: 3 clusters Score -1.573718e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -15737172.000000 Penalty: 5719.025391
	Iteration 71Q: 3 clusters Score -1.573717e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -15737186.000000 Penalty: 5719.025391
	Iteration 72Q: 3 clusters Score -1.573719e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -15737187.000000 Penalty: 5719.025391
	Iteration 73Q: 3 clusters Score -1.573719e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -15737227.000000 Penalty: 5719.025391
	Iteration 74Q: 3 clusters Score -1.573723e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -15737253.000000 Penalty: 5719.025391
	Iteration 75Q: 3 clusters Score -1.573725e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -15737250.000000 Penalty: 5719.025391
	Iteration 76Q: 3 clusters Score -1.573725e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -15737265.000000 Penalty: 5719.025391
	Iteration 77Q: 3 clusters Score -1.573726e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -15737298.000000 Penalty: 5719.025391
	Iteration 78Q: 3 clusters Score -1.57373e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -15737321.000000 Penalty: 5719.025391
	Iteration 79Q: 3 clusters Score -1.573732e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -15737320.000000 Penalty: 5719.025391
	Iteration 80F: 3 clusters Score -1.573732e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -15737335.000000 Penalty: 5719.025391
	Iteration 81Q: 3 clusters Score -1.573734e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -15737351.000000 Penalty: 5719.025391
	Iteration 82Q: 3 clusters Score -1.573735e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -15737340.000000 Penalty: 5719.025391
	Iteration 83Q: 3 clusters Score -1.573734e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -15737356.000000 Penalty: 5719.025391
	Iteration 84Q: 3 clusters Score -1.573736e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -15737371.000000 Penalty: 5719.025391
	Iteration 85Q: 3 clusters Score -1.573737e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -15737397.000000 Penalty: 5719.025391
	Iteration 86Q: 3 clusters Score -1.57374e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -15737374.000000 Penalty: 5719.025391
	Iteration 87Q: 3 clusters Score -1.573737e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -15737388.000000 Penalty: 5719.025391
	Iteration 88Q: 3 clusters Score -1.573739e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -15737363.000000 Penalty: 5719.025391
	Iteration 89Q: 3 clusters Score -1.573736e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -15737391.000000 Penalty: 5719.025391
	Iteration 90Q: 3 clusters Score -1.573739e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -15737449.000000 Penalty: 5719.025391
	Iteration 91Q: 3 clusters Score -1.573745e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -15737435.000000 Penalty: 5719.025391
	Iteration 92Q: 3 clusters Score -1.573744e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -15737439.000000 Penalty: 5719.025391
	Iteration 93Q: 3 clusters Score -1.573744e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -15737493.000000 Penalty: 5719.025391
	Iteration 94Q: 3 clusters Score -1.573749e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -15737569.000000 Penalty: 5719.025391
	Iteration 95Q: 3 clusters Score -1.573757e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -15737603.000000 Penalty: 5719.025391
	Iteration 96Q: 3 clusters Score -1.57376e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -15737610.000000 Penalty: 5719.025391
	Iteration 97Q: 3 clusters Score -1.573761e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -15737665.000000 Penalty: 5719.025391
	Iteration 98Q: 3 clusters Score -1.573766e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -15737704.000000 Penalty: 5719.025391
	Iteration 99Q: 3 clusters Score -1.57377e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -15737726.000000 Penalty: 5719.025391
	Iteration 100F: 3 clusters Score -1.573773e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -15737704.000000 Penalty: 5719.025391
	Iteration 101Q: 3 clusters Score -1.57377e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -15737763.000000 Penalty: 5719.025391
	Iteration 102Q: 3 clusters Score -1.573776e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -15737827.000000 Penalty: 5719.025391
	Iteration 103Q: 3 clusters Score -1.573783e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -15737850.000000 Penalty: 5719.025391
	Iteration 104Q: 3 clusters Score -1.573785e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -15737983.000000 Penalty: 5719.025391
	Iteration 105Q: 3 clusters Score -1.573798e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -15738004.000000 Penalty: 5719.025391
	Iteration 106Q: 3 clusters Score -1.5738e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -15737983.000000 Penalty: 5719.025391
	Iteration 107Q: 3 clusters Score -1.573798e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -15738019.000000 Penalty: 5719.025391
	Iteration 108Q: 3 clusters Score -1.573802e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -15738130.000000 Penalty: 5719.025391
	Iteration 109Q: 3 clusters Score -1.573813e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -15738286.000000 Penalty: 5719.025391
	Iteration 110Q: 3 clusters Score -1.573829e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -15738402.000000 Penalty: 5719.025391
	Iteration 111Q: 3 clusters Score -1.57384e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -15738533.000000 Penalty: 5719.025391
	Iteration 112Q: 3 clusters Score -1.573853e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -15738665.000000 Penalty: 5719.025391
	Iteration 113Q: 3 clusters Score -1.573866e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -15738761.000000 Penalty: 5719.025391
	Iteration 114Q: 3 clusters Score -1.573876e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -15738899.000000 Penalty: 5719.025391
	Iteration 115Q: 3 clusters Score -1.57389e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -15739049.000000 Penalty: 5719.025391
	Iteration 116Q: 3 clusters Score -1.573905e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -15739200.000000 Penalty: 5719.025391
	Iteration 117Q: 3 clusters Score -1.57392e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -15739326.000000 Penalty: 5719.025391
	Iteration 118Q: 3 clusters Score -1.573933e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -15739449.000000 Penalty: 5719.025391
	Iteration 119Q: 3 clusters Score -1.573945e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -15739619.000000 Penalty: 5719.025391
	Iteration 120F: 3 clusters Score -1.573962e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -15739728.000000 Penalty: 5719.025391
	Iteration 121Q: 3 clusters Score -1.573973e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -15739925.000000 Penalty: 5719.025391
	Iteration 122Q: 3 clusters Score -1.573992e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -15740026.000000 Penalty: 5719.025391
	Iteration 123Q: 3 clusters Score -1.574003e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -15740206.000000 Penalty: 5719.025391
	Iteration 124Q: 3 clusters Score -1.574021e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -15740383.000000 Penalty: 5719.025391
	Iteration 125Q: 3 clusters Score -1.574038e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -15740649.000000 Penalty: 5719.025391
	Iteration 126Q: 3 clusters Score -1.574065e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -15740884.000000 Penalty: 5719.025391
	Iteration 127Q: 3 clusters Score -1.574088e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -15741056.000000 Penalty: 5719.025391
	Iteration 128Q: 3 clusters Score -1.574106e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -15741133.000000 Penalty: 5719.025391
	Iteration 129Q: 3 clusters Score -1.574113e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -15741326.000000 Penalty: 5719.025391
	Iteration 130Q: 3 clusters Score -1.574133e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -15741422.000000 Penalty: 5719.025391
	Iteration 131Q: 3 clusters Score -1.574142e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -15741502.000000 Penalty: 5719.025391
	Iteration 132Q: 3 clusters Score -1.57415e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -15741593.000000 Penalty: 5719.025391
	Iteration 133Q: 3 clusters Score -1.574159e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -15741655.000000 Penalty: 5719.025391
	Iteration 134Q: 3 clusters Score -1.574166e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -15741687.000000 Penalty: 5719.025391
	Iteration 135Q: 3 clusters Score -1.574169e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -15741701.000000 Penalty: 5719.025391
	Iteration 136Q: 3 clusters Score -1.57417e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -15741727.000000 Penalty: 5719.025391
	Iteration 137Q: 3 clusters Score -1.574173e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -15741790.000000 Penalty: 5719.025391
	Iteration 138Q: 3 clusters Score -1.574179e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -15741840.000000 Penalty: 5719.025391
	Iteration 139Q: 3 clusters Score -1.574184e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -15741883.000000 Penalty: 5719.025391
	Iteration 140F: 3 clusters Score -1.574188e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -15741902.000000 Penalty: 5719.025391
	Iteration 141Q: 3 clusters Score -1.57419e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -15741911.000000 Penalty: 5719.025391
	Iteration 142Q: 3 clusters Score -1.574191e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -15741927.000000 Penalty: 5719.025391
	Iteration 143Q: 3 clusters Score -1.574193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -15741963.000000 Penalty: 5719.025391
	Iteration 144Q: 3 clusters Score -1.574196e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -15741955.000000 Penalty: 5719.025391
	Iteration 145Q: 3 clusters Score -1.574196e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -15741976.000000 Penalty: 5719.025391
	Iteration 146Q: 3 clusters Score -1.574198e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -15741991.000000 Penalty: 5719.025391
	Iteration 147Q: 3 clusters Score -1.574199e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -15742010.000000 Penalty: 5719.025391
	Iteration 148Q: 3 clusters Score -1.574201e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -15742010.000000 Penalty: 5719.025391
	Iteration 149Q: 3 clusters Score -1.574201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -15742019.000000 Penalty: 5719.025391
	Iteration 150Q: 3 clusters Score -1.574202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -15742029.000000 Penalty: 5719.025391
	Iteration 151Q: 3 clusters Score -1.574203e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -15742032.000000 Penalty: 5719.025391
	Iteration 152Q: 3 clusters Score -1.574203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -15742037.000000 Penalty: 5719.025391
	Iteration 153Q: 3 clusters Score -1.574204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -15742036.000000 Penalty: 5719.025391
	Iteration 154Q: 3 clusters Score -1.574204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -15742046.000000 Penalty: 5719.025391
	Iteration 155Q: 3 clusters Score -1.574205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15742045.000000 Penalty: 5719.025391
	Iteration 156Q: 3 clusters Score -1.574204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -15742049.000000 Penalty: 5719.025391
	Iteration 157Q: 3 clusters Score -1.574205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -15742048.000000 Penalty: 5719.025391
	Iteration 158Q: 3 clusters Score -1.574205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -15742048.000000 Penalty: 5719.025391
	Iteration 159Q: 3 clusters Score -1.574205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -15742045.000000 Penalty: 5719.025391
	Iteration 160F: 3 clusters Score -1.574204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -15742071.000000 Penalty: 5719.025391
	Iteration 161Q: 3 clusters Score -1.574207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -15742074.000000 Penalty: 5719.025391
	Iteration 162Q: 3 clusters Score -1.574207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -15742064.000000 Penalty: 5719.025391
	Iteration 163Q: 3 clusters Score -1.574206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -15742084.000000 Penalty: 5719.025391
	Iteration 164Q: 3 clusters Score -1.574208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -15742066.000000 Penalty: 5719.025391
	Iteration 165Q: 3 clusters Score -1.574207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -15742068.000000 Penalty: 5719.025391
	Iteration 166Q: 3 clusters Score -1.574207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -15742064.000000 Penalty: 5719.025391
	Iteration 167Q: 3 clusters Score -1.574206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -15742069.000000 Penalty: 5719.025391
	Iteration 168Q: 3 clusters Score -1.574207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -15742073.000000 Penalty: 5719.025391
	Iteration 169Q: 3 clusters Score -1.574207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -15742078.000000 Penalty: 5719.025391
	Iteration 170Q: 3 clusters Score -1.574208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -15742063.000000 Penalty: 5719.025391
	Iteration 171Q: 3 clusters Score -1.574206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -15742075.000000 Penalty: 5719.025391
	Iteration 172Q: 3 clusters Score -1.574208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -15742071.000000 Penalty: 5719.025391
	Iteration 173Q: 3 clusters Score -1.574207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -15742077.000000 Penalty: 5719.025391
	Iteration 174Q: 3 clusters Score -1.574208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -15742070.000000 Penalty: 5719.025391
	Iteration 175Q: 3 clusters Score -1.574207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -15742078.000000 Penalty: 5719.025391
	Iteration 176Q: 3 clusters Score -1.574208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -15742078.000000 Penalty: 5719.025391
	Iteration 177F: 3 clusters Score -1.574208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Entering Unmasked Estep 
Score: -6972152.500000 Penalty: 2665.787109
	Iteration 0F: 2 clusters Score -6972152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6940680.500000 Penalty: 5331.574219
	Iteration 0F: 3 clusters Score -6940680 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -6952671.500000 Penalty: 5331.574219
	Iteration 1F: 3 clusters Score -6952672 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -6953635.500000 Penalty: 5331.574219
	Iteration 2F: 3 clusters Score -6953636 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -6954745.500000 Penalty: 5331.574219
	Iteration 3F: 3 clusters Score -6954746 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -6956254.000000 Penalty: 5331.574219
	Iteration 4F: 3 clusters Score -6956254 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -6957969.500000 Penalty: 5331.574219
	Iteration 5F: 3 clusters Score -6957970 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -6959735.500000 Penalty: 5331.574219
	Iteration 6F: 3 clusters Score -6959736 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -6961247.500000 Penalty: 5331.574219
	Iteration 7F: 3 clusters Score -6961248 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -6962498.000000 Penalty: 5331.574219
	Iteration 8Q: 3 clusters Score -6962498 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -6963499.500000 Penalty: 5331.574219
	Iteration 9Q: 3 clusters Score -6963500 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -6964540.500000 Penalty: 5331.574219
	Iteration 10Q: 3 clusters Score -6964540 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6965434.000000 Penalty: 5331.574219
	Iteration 11Q: 3 clusters Score -6965434 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6966368.500000 Penalty: 5331.574219
	Iteration 12Q: 3 clusters Score -6966368 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6967212.500000 Penalty: 5331.574219
	Iteration 13Q: 3 clusters Score -6967212 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6967889.500000 Penalty: 5331.574219
	Iteration 14Q: 3 clusters Score -6967890 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6968404.000000 Penalty: 5331.574219
	Iteration 15Q: 3 clusters Score -6968404 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6968829.000000 Penalty: 5331.574219
	Iteration 16Q: 3 clusters Score -6968829 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6969113.500000 Penalty: 5331.574219
	Iteration 17Q: 3 clusters Score -6969114 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6969309.000000 Penalty: 5331.574219
	Iteration 18Q: 3 clusters Score -6969309 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6969418.000000 Penalty: 5331.574219
	Iteration 19Q: 3 clusters Score -6969418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6969527.000000 Penalty: 5331.574219
	Iteration 20F: 3 clusters Score -6969527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6969585.500000 Penalty: 5331.574219
	Iteration 21Q: 3 clusters Score -6969586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6969637.500000 Penalty: 5331.574219
	Iteration 22Q: 3 clusters Score -6969638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6969680.000000 Penalty: 5331.574219
	Iteration 23Q: 3 clusters Score -6969680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6969700.500000 Penalty: 5331.574219
	Iteration 24Q: 3 clusters Score -6969700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6969725.000000 Penalty: 5331.574219
	Iteration 25Q: 3 clusters Score -6969725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6969729.500000 Penalty: 5331.574219
	Iteration 26Q: 3 clusters Score -6969730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6969743.000000 Penalty: 5331.574219
	Iteration 27Q: 3 clusters Score -6969743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6969750.000000 Penalty: 5331.574219
	Iteration 28Q: 3 clusters Score -6969750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6969763.000000 Penalty: 5331.574219
	Iteration 29Q: 3 clusters Score -6969763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6969782.500000 Penalty: 5331.574219
	Iteration 30Q: 3 clusters Score -6969782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6969784.000000 Penalty: 5331.574219
	Iteration 31Q: 3 clusters Score -6969784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6969795.000000 Penalty: 5331.574219
	Iteration 32Q: 3 clusters Score -6969795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6969805.000000 Penalty: 5331.574219
	Iteration 33Q: 3 clusters Score -6969805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6969808.500000 Penalty: 5331.574219
	Iteration 34Q: 3 clusters Score -6969808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6969806.500000 Penalty: 5331.574219
	Iteration 35Q: 3 clusters Score -6969806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6969806.000000 Penalty: 5331.574219
	Iteration 36Q: 3 clusters Score -6969806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6969806.000000 Penalty: 5331.574219
	Iteration 37F: 3 clusters Score -6969806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Entering Unmasked Estep 
Score: -5169235.500000 Penalty: 2583.860596
	Iteration 0F: 2 clusters Score -5169236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5146401.000000 Penalty: 5167.721191
	Iteration 0F: 3 clusters Score -5146401 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5154671.500000 Penalty: 5167.721191
	Iteration 1F: 3 clusters Score -5154672 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5155114.000000 Penalty: 5167.721191
	Iteration 2Q: 3 clusters Score -5155114 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5155527.500000 Penalty: 5167.721191
	Iteration 3Q: 3 clusters Score -5155528 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5156026.000000 Penalty: 5167.721191
	Iteration 4Q: 3 clusters Score -5156026 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5156761.000000 Penalty: 5167.721191
	Iteration 5Q: 3 clusters Score -5156761 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5157726.500000 Penalty: 5167.721191
	Iteration 6F: 3 clusters Score -5157726 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -5158991.500000 Penalty: 5167.721191
	Iteration 7F: 3 clusters Score -5158992 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5160640.000000 Penalty: 5167.721191
	Iteration 8F: 3 clusters Score -5160640 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5162495.500000 Penalty: 5167.721191
	Iteration 9F: 3 clusters Score -5162496 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5164297.000000 Penalty: 5167.721191
	Iteration 10F: 3 clusters Score -5164297 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5165579.000000 Penalty: 5167.721191
	Iteration 11Q: 3 clusters Score -5165579 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5166270.500000 Penalty: 5167.721191
	Iteration 12Q: 3 clusters Score -5166270 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5166594.000000 Penalty: 5167.721191
	Iteration 13Q: 3 clusters Score -5166594 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5166725.500000 Penalty: 5167.721191
	Iteration 14Q: 3 clusters Score -5166726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5166793.500000 Penalty: 5167.721191
	Iteration 15Q: 3 clusters Score -5166794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5166832.500000 Penalty: 5167.721191
	Iteration 16Q: 3 clusters Score -5166832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5166861.500000 Penalty: 5167.721191
	Iteration 17Q: 3 clusters Score -5166862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5166884.500000 Penalty: 5167.721191
	Iteration 18Q: 3 clusters Score -5166884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5166891.500000 Penalty: 5167.721191
	Iteration 19Q: 3 clusters Score -5166892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5166904.000000 Penalty: 5167.721191
	Iteration 20F: 3 clusters Score -5166904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5166910.500000 Penalty: 5167.721191
	Iteration 21Q: 3 clusters Score -5166910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5166918.000000 Penalty: 5167.721191
	Iteration 22Q: 3 clusters Score -5166918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5166923.000000 Penalty: 5167.721191
	Iteration 23Q: 3 clusters Score -5166923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5166945.000000 Penalty: 5167.721191
	Iteration 24Q: 3 clusters Score -5166945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5166952.500000 Penalty: 5167.721191
	Iteration 25Q: 3 clusters Score -5166952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5166959.500000 Penalty: 5167.721191
	Iteration 26Q: 3 clusters Score -5166960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5166960.500000 Penalty: 5167.721191
	Iteration 27Q: 3 clusters Score -5166960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5166962.500000 Penalty: 5167.721191
	Iteration 28Q: 3 clusters Score -5166962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5166961.500000 Penalty: 5167.721191
	Iteration 29Q: 3 clusters Score -5166962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5166961.500000 Penalty: 5167.721191
	Iteration 30F: 3 clusters Score -5166962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Entering Unmasked Estep 
Score: -1458366.250000 Penalty: 2300.618896
	Iteration 0F: 2 clusters Score -1458366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1450376.625000 Penalty: 4601.237793
	Iteration 0F: 3 clusters Score -1450377 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1452807.125000 Penalty: 4601.237793
	Iteration 1F: 3 clusters Score -1452807 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1453229.375000 Penalty: 4601.237793
	Iteration 2F: 3 clusters Score -1453229 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1453662.625000 Penalty: 4601.237793
	Iteration 3F: 3 clusters Score -1453663 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1454121.625000 Penalty: 4601.237793
	Iteration 4F: 3 clusters Score -1454122 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1454590.625000 Penalty: 4601.237793
	Iteration 5F: 3 clusters Score -1454591 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1455096.375000 Penalty: 4601.237793
	Iteration 6F: 3 clusters Score -1455096 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1455571.500000 Penalty: 4601.237793
	Iteration 7F: 3 clusters Score -1455572 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1455903.125000 Penalty: 4601.237793
	Iteration 8Q: 3 clusters Score -1455903 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1456146.750000 Penalty: 4601.237793
	Iteration 9Q: 3 clusters Score -1456147 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1456343.750000 Penalty: 4601.237793
	Iteration 10Q: 3 clusters Score -1456344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1456480.000000 Penalty: 4601.237793
	Iteration 11Q: 3 clusters Score -1456480 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1456590.125000 Penalty: 4601.237793
	Iteration 12Q: 3 clusters Score -1456590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1456664.000000 Penalty: 4601.237793
	Iteration 13Q: 3 clusters Score -1456664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1456722.375000 Penalty: 4601.237793
	Iteration 14Q: 3 clusters Score -1456722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1456771.000000 Penalty: 4601.237793
	Iteration 15Q: 3 clusters Score -1456771 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1456789.875000 Penalty: 4601.237793
	Iteration 16Q: 3 clusters Score -1456790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1456807.500000 Penalty: 4601.237793
	Iteration 17Q: 3 clusters Score -1456808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1456827.375000 Penalty: 4601.237793
	Iteration 18Q: 3 clusters Score -1456827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1456839.250000 Penalty: 4601.237793
	Iteration 19Q: 3 clusters Score -1456839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1456844.750000 Penalty: 4601.237793
	Iteration 20F: 3 clusters Score -1456845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1456858.000000 Penalty: 4601.237793
	Iteration 21Q: 3 clusters Score -1456858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1456859.875000 Penalty: 4601.237793
	Iteration 22Q: 3 clusters Score -1456860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1456866.000000 Penalty: 4601.237793
	Iteration 23Q: 3 clusters Score -1456866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1456869.625000 Penalty: 4601.237793
	Iteration 24Q: 3 clusters Score -1456870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1456873.125000 Penalty: 4601.237793
	Iteration 25Q: 3 clusters Score -1456873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1456873.500000 Penalty: 4601.237793
	Iteration 26Q: 3 clusters Score -1456874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1456873.500000 Penalty: 4601.237793
	Iteration 27Q: 3 clusters Score -1456874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1456876.125000 Penalty: 4601.237793
	Iteration 28Q: 3 clusters Score -1456876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1456877.000000 Penalty: 4601.237793
	Iteration 29Q: 3 clusters Score -1456877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1456878.625000 Penalty: 4601.237793
	Iteration 30Q: 3 clusters Score -1456879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1456879.375000 Penalty: 4601.237793
	Iteration 31Q: 3 clusters Score -1456879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1456879.625000 Penalty: 4601.237793
	Iteration 32Q: 3 clusters Score -1456880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1456882.750000 Penalty: 4601.237793
	Iteration 33Q: 3 clusters Score -1456883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1456880.375000 Penalty: 4601.237793
	Iteration 34Q: 3 clusters Score -1456880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1456880.500000 Penalty: 4601.237793
	Iteration 35Q: 3 clusters Score -1456880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1456880.500000 Penalty: 4601.237793
	Iteration 36F: 3 clusters Score -1456880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -968982.312500 Penalty: 2179.873291
	Iteration 0F: 2 clusters Score -968982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -963579.312500 Penalty: 4359.746582
	Iteration 0F: 3 clusters Score -963579.3 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -965175.250000 Penalty: 4359.746582
	Iteration 1F: 3 clusters Score -965175.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -965666.750000 Penalty: 4359.746582
	Iteration 2F: 3 clusters Score -965666.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -966065.187500 Penalty: 4359.746582
	Iteration 3F: 3 clusters Score -966065.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -966433.937500 Penalty: 4359.746582
	Iteration 4F: 3 clusters Score -966433.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -966819.500000 Penalty: 4359.746582
	Iteration 5F: 3 clusters Score -966819.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -967098.625000 Penalty: 4359.746582
	Iteration 6F: 3 clusters Score -967098.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -967272.812500 Penalty: 4359.746582
	Iteration 7Q: 3 clusters Score -967272.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -967391.562500 Penalty: 4359.746582
	Iteration 8Q: 3 clusters Score -967391.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -967474.187500 Penalty: 4359.746582
	Iteration 9Q: 3 clusters Score -967474.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -967548.937500 Penalty: 4359.746582
	Iteration 10Q: 3 clusters Score -967548.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -967602.125000 Penalty: 4359.746582
	Iteration 11Q: 3 clusters Score -967602.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -967644.437500 Penalty: 4359.746582
	Iteration 12Q: 3 clusters Score -967644.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -967674.250000 Penalty: 4359.746582
	Iteration 13Q: 3 clusters Score -967674.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -967698.187500 Penalty: 4359.746582
	Iteration 14Q: 3 clusters Score -967698.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -967709.875000 Penalty: 4359.746582
	Iteration 15Q: 3 clusters Score -967709.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -967719.750000 Penalty: 4359.746582
	Iteration 16Q: 3 clusters Score -967719.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -967728.000000 Penalty: 4359.746582
	Iteration 17Q: 3 clusters Score -967728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -967736.375000 Penalty: 4359.746582
	Iteration 18Q: 3 clusters Score -967736.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -967740.687500 Penalty: 4359.746582
	Iteration 19Q: 3 clusters Score -967740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -967749.187500 Penalty: 4359.746582
	Iteration 20F: 3 clusters Score -967749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -967757.500000 Penalty: 4359.746582
	Iteration 21Q: 3 clusters Score -967757.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -967769.812500 Penalty: 4359.746582
	Iteration 22Q: 3 clusters Score -967769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -967779.500000 Penalty: 4359.746582
	Iteration 23Q: 3 clusters Score -967779.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -967790.437500 Penalty: 4359.746582
	Iteration 24Q: 3 clusters Score -967790.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -967802.000000 Penalty: 4359.746582
	Iteration 25Q: 3 clusters Score -967802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -967809.312500 Penalty: 4359.746582
	Iteration 26Q: 3 clusters Score -967809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -967818.500000 Penalty: 4359.746582
	Iteration 27Q: 3 clusters Score -967818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -967824.750000 Penalty: 4359.746582
	Iteration 28Q: 3 clusters Score -967824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -967833.687500 Penalty: 4359.746582
	Iteration 29Q: 3 clusters Score -967833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -967840.000000 Penalty: 4359.746582
	Iteration 30Q: 3 clusters Score -967840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -967842.625000 Penalty: 4359.746582
	Iteration 31Q: 3 clusters Score -967842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -967846.562500 Penalty: 4359.746582
	Iteration 32Q: 3 clusters Score -967846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -967851.437500 Penalty: 4359.746582
	Iteration 33Q: 3 clusters Score -967851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -967855.687500 Penalty: 4359.746582
	Iteration 34Q: 3 clusters Score -967855.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -967860.125000 Penalty: 4359.746582
	Iteration 35Q: 3 clusters Score -967860.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -967865.812500 Penalty: 4359.746582
	Iteration 36Q: 3 clusters Score -967865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -967871.375000 Penalty: 4359.746582
	Iteration 37Q: 3 clusters Score -967871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -967873.875000 Penalty: 4359.746582
	Iteration 38Q: 3 clusters Score -967873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -967875.187500 Penalty: 4359.746582
	Iteration 39Q: 3 clusters Score -967875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -967875.875000 Penalty: 4359.746582
	Iteration 40F: 3 clusters Score -967875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -967876.312500 Penalty: 4359.746582
	Iteration 41Q: 3 clusters Score -967876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -967878.625000 Penalty: 4359.746582
	Iteration 42Q: 3 clusters Score -967878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -967879.437500 Penalty: 4359.746582
	Iteration 43Q: 3 clusters Score -967879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -967879.750000 Penalty: 4359.746582
	Iteration 44Q: 3 clusters Score -967879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -967880.062500 Penalty: 4359.746582
	Iteration 45Q: 3 clusters Score -967880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -967882.062500 Penalty: 4359.746582
	Iteration 46Q: 3 clusters Score -967882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -967882.750000 Penalty: 4359.746582
	Iteration 47Q: 3 clusters Score -967882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -967883.375000 Penalty: 4359.746582
	Iteration 48Q: 3 clusters Score -967883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -967882.750000 Penalty: 4359.746582
	Iteration 49Q: 3 clusters Score -967882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -967884.937500 Penalty: 4359.746582
	Iteration 50Q: 3 clusters Score -967884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -967884.937500 Penalty: 4359.746582
	Iteration 51F: 3 clusters Score -967884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -303748.625000 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -303748.6 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 945 members 
Entering Unmasked Estep 
Score: -301128.687500 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -301128.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -301562.562500 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -301562.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -301703.312500 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -301703.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -301788.750000 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -301788.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -301848.875000 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -301848.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -301887.406250 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -301887.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -301916.750000 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -301916.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -301943.562500 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -301943.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -301965.218750 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -301965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -301983.343750 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -301983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -302005.718750 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -302005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -302026.968750 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -302027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -302038.687500 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -302038.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -302048.062500 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -302048.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -302056.000000 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -302056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -302061.031250 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -302061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -302068.562500 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -302068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -302075.750000 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -302075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -302079.437500 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -302079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -302080.687500 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -302080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -302083.843750 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -302083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -302086.843750 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -302086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -302087.906250 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -302087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -302090.218750 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -302090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -302091.406250 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -302091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -302093.500000 Penalty: 3762.047363
	Iteration 25Q: 3 clusters Score -302093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -302095.468750 Penalty: 3762.047363
	Iteration 26Q: 3 clusters Score -302095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -302097.843750 Penalty: 3762.047363
	Iteration 27Q: 3 clusters Score -302097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -302100.000000 Penalty: 3762.047363
	Iteration 28Q: 3 clusters Score -302100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -302101.406250 Penalty: 3762.047363
	Iteration 29Q: 3 clusters Score -302101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -302102.812500 Penalty: 3762.047363
	Iteration 30Q: 3 clusters Score -302102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -302103.437500 Penalty: 3762.047363
	Iteration 31Q: 3 clusters Score -302103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -302103.500000 Penalty: 3762.047363
	Iteration 32Q: 3 clusters Score -302103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -302103.500000 Penalty: 3762.047363
	Iteration 33F: 3 clusters Score -302103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Entering Unmasked Estep 
Score: -8311171.500000 Penalty: 2707.410400
	Iteration 0F: 2 clusters Score -8311172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -8274253.500000 Penalty: 5414.820801
	Iteration 0F: 3 clusters Score -8274254 nChanged 25491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8288345.500000 Penalty: 5414.820801
	Iteration 1F: 3 clusters Score -8288346 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -8288881.500000 Penalty: 5414.820801
	Iteration 2Q: 3 clusters Score -8288882 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -8289363.500000 Penalty: 5414.820801
	Iteration 3Q: 3 clusters Score -8289364 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -8289939.500000 Penalty: 5414.820801
	Iteration 4Q: 3 clusters Score -8289940 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8290648.000000 Penalty: 5414.820801
	Iteration 5Q: 3 clusters Score -8290648 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -8291655.500000 Penalty: 5414.820801
	Iteration 6Q: 3 clusters Score -8291656 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -8293091.000000 Penalty: 5414.820801
	Iteration 7Q: 3 clusters Score -8293091 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -8295140.500000 Penalty: 5414.820801
	Iteration 8F: 3 clusters Score -8295140 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -8297700.000000 Penalty: 5414.820801
	Iteration 9F: 3 clusters Score -8297700 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8300267.000000 Penalty: 5414.820801
	Iteration 10F: 3 clusters Score -8300267 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8302552.000000 Penalty: 5414.820801
	Iteration 11Q: 3 clusters Score -8302552 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -8304374.000000 Penalty: 5414.820801
	Iteration 12Q: 3 clusters Score -8304374 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -8305692.500000 Penalty: 5414.820801
	Iteration 13Q: 3 clusters Score -8305692 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8306597.000000 Penalty: 5414.820801
	Iteration 14Q: 3 clusters Score -8306597 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8307236.500000 Penalty: 5414.820801
	Iteration 15Q: 3 clusters Score -8307236 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8307691.000000 Penalty: 5414.820801
	Iteration 16Q: 3 clusters Score -8307691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8307994.000000 Penalty: 5414.820801
	Iteration 17Q: 3 clusters Score -8307994 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8308223.000000 Penalty: 5414.820801
	Iteration 18Q: 3 clusters Score -8308223 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8308407.500000 Penalty: 5414.820801
	Iteration 19Q: 3 clusters Score -8308408 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8308559.500000 Penalty: 5414.820801
	Iteration 20F: 3 clusters Score -8308560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8308664.000000 Penalty: 5414.820801
	Iteration 21Q: 3 clusters Score -8308664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8308766.500000 Penalty: 5414.820801
	Iteration 22Q: 3 clusters Score -8308766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8308819.500000 Penalty: 5414.820801
	Iteration 23Q: 3 clusters Score -8308820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8308857.500000 Penalty: 5414.820801
	Iteration 24Q: 3 clusters Score -8308858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8308887.000000 Penalty: 5414.820801
	Iteration 25Q: 3 clusters Score -8308887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8308905.000000 Penalty: 5414.820801
	Iteration 26Q: 3 clusters Score -8308905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8308920.500000 Penalty: 5414.820801
	Iteration 27Q: 3 clusters Score -8308920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8308922.000000 Penalty: 5414.820801
	Iteration 28Q: 3 clusters Score -8308922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8308958.000000 Penalty: 5414.820801
	Iteration 29Q: 3 clusters Score -8308958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8308955.500000 Penalty: 5414.820801
	Iteration 30Q: 3 clusters Score -8308956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8308967.500000 Penalty: 5414.820801
	Iteration 31Q: 3 clusters Score -8308968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8308975.500000 Penalty: 5414.820801
	Iteration 32Q: 3 clusters Score -8308976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8308992.000000 Penalty: 5414.820801
	Iteration 33Q: 3 clusters Score -8308992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8308990.500000 Penalty: 5414.820801
	Iteration 34Q: 3 clusters Score -8308990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8308998.000000 Penalty: 5414.820801
	Iteration 35Q: 3 clusters Score -8308998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8308987.500000 Penalty: 5414.820801
	Iteration 36Q: 3 clusters Score -8308988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8308995.000000 Penalty: 5414.820801
	Iteration 37Q: 3 clusters Score -8308995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8308991.000000 Penalty: 5414.820801
	Iteration 38Q: 3 clusters Score -8308991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8308995.000000 Penalty: 5414.820801
	Iteration 39Q: 3 clusters Score -8308995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8309001.500000 Penalty: 5414.820801
	Iteration 40F: 3 clusters Score -8309002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8308995.500000 Penalty: 5414.820801
	Iteration 41Q: 3 clusters Score -8308996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8309009.500000 Penalty: 5414.820801
	Iteration 42Q: 3 clusters Score -8309010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8309006.000000 Penalty: 5414.820801
	Iteration 43Q: 3 clusters Score -8309006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8309012.000000 Penalty: 5414.820801
	Iteration 44Q: 3 clusters Score -8309012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8309006.500000 Penalty: 5414.820801
	Iteration 45Q: 3 clusters Score -8309006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8309011.000000 Penalty: 5414.820801
	Iteration 46Q: 3 clusters Score -8309011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8309013.000000 Penalty: 5414.820801
	Iteration 47Q: 3 clusters Score -8309013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8309015.000000 Penalty: 5414.820801
	Iteration 48Q: 3 clusters Score -8309015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8309015.000000 Penalty: 5414.820801
	Iteration 49F: 3 clusters Score -8309015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42138.246094 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42138.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40860.042969 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -40860.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41199.132812 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41199.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41511.730469 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -41511.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41757.472656 Penalty: 2906.950195
	Iteration 3F: 3 clusters Score -41757.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41949.042969 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41949.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41995.726562 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41995.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42033.332031 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -42033.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42044.261719 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -42044.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42055.898438 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -42055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42055.898438 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -42055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -678691.062500 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -678691.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -674421.875000 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -674421.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -675417.500000 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -675417.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -675633.062500 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -675633.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -675800.187500 Penalty: 4180.900879
	Iteration 3F: 3 clusters Score -675800.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -675914.375000 Penalty: 4180.900879
	Iteration 4Q: 3 clusters Score -675914.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -676013.687500 Penalty: 4180.900879
	Iteration 5Q: 3 clusters Score -676013.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -676106.375000 Penalty: 4180.900879
	Iteration 6Q: 3 clusters Score -676106.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -676196.750000 Penalty: 4180.900879
	Iteration 7Q: 3 clusters Score -676196.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -676279.312500 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -676279.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -676361.187500 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -676361.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -676442.375000 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -676442.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -676514.937500 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -676514.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -676579.687500 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -676579.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -676641.625000 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -676641.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -676692.187500 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -676692.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -676740.750000 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -676740.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -676785.062500 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -676785.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -676820.812500 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -676820.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -676851.562500 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -676851.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -676881.937500 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -676881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -676904.437500 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -676904.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -676922.187500 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -676922.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -676934.812500 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -676934.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -676946.562500 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -676946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -676953.500000 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -676953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -676959.062500 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -676959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -676962.812500 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -676962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -676970.562500 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -676970.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -676978.562500 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -676978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -676983.687500 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -676983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -676983.500000 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -676983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -676982.500000 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -676982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -676985.687500 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -676985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -676988.187500 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -676988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -676990.750000 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -676990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -676990.812500 Penalty: 4180.900879
	Iteration 35Q: 3 clusters Score -676990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -676990.812500 Penalty: 4180.900879
	Iteration 36F: 3 clusters Score -676990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 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 376 members 
Entering Unmasked Estep 
Score: -98232.968750 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98232.97 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98627.804688 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98627.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98861.523438 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98861.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98988.562500 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98988.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99093.218750 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -99093.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99209.445312 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99209.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99276.273438 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99276.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99303.265625 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99303.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99333.593750 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99333.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99351.453125 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99351.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99364.679688 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99364.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99374.046875 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99374.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99378.085938 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99378.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99388.906250 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99388.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99396.914062 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -99396.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99403.148438 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -99403.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99410.125000 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -99410.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99422.515625 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -99422.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99449.070312 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -99449.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99476.554688 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -99476.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99488.460938 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -99488.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99498.593750 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -99498.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99510.460938 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -99510.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99518.710938 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -99518.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99522.648438 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -99522.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99524.031250 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -99524.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99524.031250 Penalty: 3282.231934
	Iteration 26F: 3 clusters Score -99524.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Entering Unmasked Estep 
Score: -1550737.750000 Penalty: 2297.888672
	Iteration 0F: 2 clusters Score -1550738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1542620.875000 Penalty: 4595.777344
	Iteration 0F: 3 clusters Score -1542621 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1545041.125000 Penalty: 4595.777344
	Iteration 1F: 3 clusters Score -1545041 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1545330.000000 Penalty: 4595.777344
	Iteration 2F: 3 clusters Score -1545330 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1545578.875000 Penalty: 4595.777344
	Iteration 3F: 3 clusters Score -1545579 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1545815.750000 Penalty: 4595.777344
	Iteration 4Q: 3 clusters Score -1545816 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1546105.875000 Penalty: 4595.777344
	Iteration 5Q: 3 clusters Score -1546106 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1546428.875000 Penalty: 4595.777344
	Iteration 6F: 3 clusters Score -1546429 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1546755.875000 Penalty: 4595.777344
	Iteration 7F: 3 clusters Score -1546756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1547121.750000 Penalty: 4595.777344
	Iteration 8F: 3 clusters Score -1547122 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1547411.750000 Penalty: 4595.777344
	Iteration 9Q: 3 clusters Score -1547412 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1547656.500000 Penalty: 4595.777344
	Iteration 10Q: 3 clusters Score -1547656 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1547866.500000 Penalty: 4595.777344
	Iteration 11Q: 3 clusters Score -1547866 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1548055.375000 Penalty: 4595.777344
	Iteration 12Q: 3 clusters Score -1548055 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1548210.000000 Penalty: 4595.777344
	Iteration 13Q: 3 clusters Score -1548210 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1548347.125000 Penalty: 4595.777344
	Iteration 14Q: 3 clusters Score -1548347 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1548480.375000 Penalty: 4595.777344
	Iteration 15Q: 3 clusters Score -1548480 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1548635.625000 Penalty: 4595.777344
	Iteration 16Q: 3 clusters Score -1548636 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1548802.000000 Penalty: 4595.777344
	Iteration 17Q: 3 clusters Score -1548802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1548937.250000 Penalty: 4595.777344
	Iteration 18Q: 3 clusters Score -1548937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1549076.125000 Penalty: 4595.777344
	Iteration 19Q: 3 clusters Score -1549076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1549200.875000 Penalty: 4595.777344
	Iteration 20F: 3 clusters Score -1549201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1549297.000000 Penalty: 4595.777344
	Iteration 21Q: 3 clusters Score -1549297 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1549409.625000 Penalty: 4595.777344
	Iteration 22Q: 3 clusters Score -1549410 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1549493.625000 Penalty: 4595.777344
	Iteration 23Q: 3 clusters Score -1549494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1549583.625000 Penalty: 4595.777344
	Iteration 24Q: 3 clusters Score -1549584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1549658.625000 Penalty: 4595.777344
	Iteration 25Q: 3 clusters Score -1549659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1549700.750000 Penalty: 4595.777344
	Iteration 26Q: 3 clusters Score -1549701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1549725.750000 Penalty: 4595.777344
	Iteration 27Q: 3 clusters Score -1549726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1549752.500000 Penalty: 4595.777344
	Iteration 28Q: 3 clusters Score -1549752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1549761.000000 Penalty: 4595.777344
	Iteration 29Q: 3 clusters Score -1549761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1549780.500000 Penalty: 4595.777344
	Iteration 30Q: 3 clusters Score -1549780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1549791.125000 Penalty: 4595.777344
	Iteration 31Q: 3 clusters Score -1549791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1549800.750000 Penalty: 4595.777344
	Iteration 32Q: 3 clusters Score -1549801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1549808.500000 Penalty: 4595.777344
	Iteration 33Q: 3 clusters Score -1549808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1549809.000000 Penalty: 4595.777344
	Iteration 34Q: 3 clusters Score -1549809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1549817.750000 Penalty: 4595.777344
	Iteration 35Q: 3 clusters Score -1549818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1549822.375000 Penalty: 4595.777344
	Iteration 36Q: 3 clusters Score -1549822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1549826.375000 Penalty: 4595.777344
	Iteration 37Q: 3 clusters Score -1549826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1549832.000000 Penalty: 4595.777344
	Iteration 38Q: 3 clusters Score -1549832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1549833.750000 Penalty: 4595.777344
	Iteration 39Q: 3 clusters Score -1549834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1549833.000000 Penalty: 4595.777344
	Iteration 40F: 3 clusters Score -1549833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1549833.500000 Penalty: 4595.777344
	Iteration 41Q: 3 clusters Score -1549834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1549832.750000 Penalty: 4595.777344
	Iteration 42Q: 3 clusters Score -1549833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1549832.250000 Penalty: 4595.777344
	Iteration 43Q: 3 clusters Score -1549832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1549832.750000 Penalty: 4595.777344
	Iteration 44Q: 3 clusters Score -1549833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1549837.250000 Penalty: 4595.777344
	Iteration 45Q: 3 clusters Score -1549837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1549838.125000 Penalty: 4595.777344
	Iteration 46Q: 3 clusters Score -1549838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1549836.875000 Penalty: 4595.777344
	Iteration 47Q: 3 clusters Score -1549837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1549839.750000 Penalty: 4595.777344
	Iteration 48Q: 3 clusters Score -1549840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1549840.375000 Penalty: 4595.777344
	Iteration 49Q: 3 clusters Score -1549840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1549840.750000 Penalty: 4595.777344
	Iteration 50Q: 3 clusters Score -1549841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1549840.750000 Penalty: 4595.777344
	Iteration 51F: 3 clusters Score -1549841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Entering Unmasked Estep 
Score: -16253676.000000 Penalty: 2868.735107
	Iteration 0F: 2 clusters Score -1.625368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -16184101.000000 Penalty: 5737.470215
	Iteration 0F: 3 clusters Score -1.61841e+07 nChanged 49946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -16213069.000000 Penalty: 5737.470215
	Iteration 1F: 3 clusters Score -1.621307e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -16214525.000000 Penalty: 5737.470215
	Iteration 2Q: 3 clusters Score -1.621452e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -16216457.000000 Penalty: 5737.470215
	Iteration 3Q: 3 clusters Score -1.621646e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -16219340.000000 Penalty: 5737.470215
	Iteration 4Q: 3 clusters Score -1.621934e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -16223215.000000 Penalty: 5737.470215
	Iteration 5F: 3 clusters Score -1.622322e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -16227919.000000 Penalty: 5737.470215
	Iteration 6F: 3 clusters Score -1.622792e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -16232880.000000 Penalty: 5737.470215
	Iteration 7F: 3 clusters Score -1.623288e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -16237499.000000 Penalty: 5737.470215
	Iteration 8F: 3 clusters Score -1.62375e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -16240836.000000 Penalty: 5737.470215
	Iteration 9F: 3 clusters Score -1.624084e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -16242648.000000 Penalty: 5737.470215
	Iteration 10Q: 3 clusters Score -1.624265e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -16243422.000000 Penalty: 5737.470215
	Iteration 11Q: 3 clusters Score -1.624342e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -16243978.000000 Penalty: 5737.470215
	Iteration 12Q: 3 clusters Score -1.624398e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -16244299.000000 Penalty: 5737.470215
	Iteration 13Q: 3 clusters Score -1.62443e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -16244498.000000 Penalty: 5737.470215
	Iteration 14Q: 3 clusters Score -1.62445e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -16244590.000000 Penalty: 5737.470215
	Iteration 15Q: 3 clusters Score -1.624459e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -16244710.000000 Penalty: 5737.470215
	Iteration 16Q: 3 clusters Score -1.624471e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -16244792.000000 Penalty: 5737.470215
	Iteration 17Q: 3 clusters Score -1.624479e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -16244838.000000 Penalty: 5737.470215
	Iteration 18Q: 3 clusters Score -1.624484e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -16244957.000000 Penalty: 5737.470215
	Iteration 19Q: 3 clusters Score -1.624496e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -16245014.000000 Penalty: 5737.470215
	Iteration 20F: 3 clusters Score -1.624501e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -16245072.000000 Penalty: 5737.470215
	Iteration 21Q: 3 clusters Score -1.624507e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -16245080.000000 Penalty: 5737.470215
	Iteration 22Q: 3 clusters Score -1.624508e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -16245131.000000 Penalty: 5737.470215
	Iteration 23Q: 3 clusters Score -1.624513e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -16245197.000000 Penalty: 5737.470215
	Iteration 24Q: 3 clusters Score -1.62452e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -16245270.000000 Penalty: 5737.470215
	Iteration 25Q: 3 clusters Score -1.624527e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -16245246.000000 Penalty: 5737.470215
	Iteration 26Q: 3 clusters Score -1.624525e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -16245275.000000 Penalty: 5737.470215
	Iteration 27Q: 3 clusters Score -1.624528e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -16245283.000000 Penalty: 5737.470215
	Iteration 28Q: 3 clusters Score -1.624528e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -16245288.000000 Penalty: 5737.470215
	Iteration 29Q: 3 clusters Score -1.624529e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -16245320.000000 Penalty: 5737.470215
	Iteration 30Q: 3 clusters Score -1.624532e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -16245283.000000 Penalty: 5737.470215
	Iteration 31Q: 3 clusters Score -1.624528e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -16245348.000000 Penalty: 5737.470215
	Iteration 32Q: 3 clusters Score -1.624535e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -16245366.000000 Penalty: 5737.470215
	Iteration 33Q: 3 clusters Score -1.624537e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -16245405.000000 Penalty: 5737.470215
	Iteration 34Q: 3 clusters Score -1.62454e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -16245457.000000 Penalty: 5737.470215
	Iteration 35Q: 3 clusters Score -1.624546e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -16245461.000000 Penalty: 5737.470215
	Iteration 36Q: 3 clusters Score -1.624546e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -16245426.000000 Penalty: 5737.470215
	Iteration 37Q: 3 clusters Score -1.624543e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -16245467.000000 Penalty: 5737.470215
	Iteration 38Q: 3 clusters Score -1.624547e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -16245542.000000 Penalty: 5737.470215
	Iteration 39Q: 3 clusters Score -1.624554e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -16245559.000000 Penalty: 5737.470215
	Iteration 40F: 3 clusters Score -1.624556e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -16245554.000000 Penalty: 5737.470215
	Iteration 41Q: 3 clusters Score -1.624555e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -16245611.000000 Penalty: 5737.470215
	Iteration 42Q: 3 clusters Score -1.624561e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -16245636.000000 Penalty: 5737.470215
	Iteration 43Q: 3 clusters Score -1.624564e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -16245663.000000 Penalty: 5737.470215
	Iteration 44Q: 3 clusters Score -1.624566e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -16245721.000000 Penalty: 5737.470215
	Iteration 45Q: 3 clusters Score -1.624572e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -16245797.000000 Penalty: 5737.470215
	Iteration 46Q: 3 clusters Score -1.62458e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -16245922.000000 Penalty: 5737.470215
	Iteration 47Q: 3 clusters Score -1.624592e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -16245994.000000 Penalty: 5737.470215
	Iteration 48Q: 3 clusters Score -1.624599e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -16246094.000000 Penalty: 5737.470215
	Iteration 49Q: 3 clusters Score -1.624609e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -16246134.000000 Penalty: 5737.470215
	Iteration 50Q: 3 clusters Score -1.624613e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -16246228.000000 Penalty: 5737.470215
	Iteration 51Q: 3 clusters Score -1.624623e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -16246337.000000 Penalty: 5737.470215
	Iteration 52Q: 3 clusters Score -1.624634e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -16246484.000000 Penalty: 5737.470215
	Iteration 53Q: 3 clusters Score -1.624648e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -16246535.000000 Penalty: 5737.470215
	Iteration 54Q: 3 clusters Score -1.624654e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -16246654.000000 Penalty: 5737.470215
	Iteration 55Q: 3 clusters Score -1.624665e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -16246757.000000 Penalty: 5737.470215
	Iteration 56Q: 3 clusters Score -1.624676e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -16246883.000000 Penalty: 5737.470215
	Iteration 57Q: 3 clusters Score -1.624688e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -16247050.000000 Penalty: 5737.470215
	Iteration 58Q: 3 clusters Score -1.624705e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -16247217.000000 Penalty: 5737.470215
	Iteration 59Q: 3 clusters Score -1.624722e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -16247408.000000 Penalty: 5737.470215
	Iteration 60F: 3 clusters Score -1.624741e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -16247607.000000 Penalty: 5737.470215
	Iteration 61Q: 3 clusters Score -1.624761e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.624782e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -16248029.000000 Penalty: 5737.470215
	Iteration 63Q: 3 clusters Score -1.624803e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -16248241.000000 Penalty: 5737.470215
	Iteration 64Q: 3 clusters Score -1.624824e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -16248447.000000 Penalty: 5737.470215
	Iteration 65Q: 3 clusters Score -1.624845e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -16248719.000000 Penalty: 5737.470215
	Iteration 66Q: 3 clusters Score -1.624872e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -16248933.000000 Penalty: 5737.470215
	Iteration 67Q: 3 clusters Score -1.624893e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -16249192.000000 Penalty: 5737.470215
	Iteration 68Q: 3 clusters Score -1.624919e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -16249336.000000 Penalty: 5737.470215
	Iteration 69Q: 3 clusters Score -1.624934e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -16249478.000000 Penalty: 5737.470215
	Iteration 70Q: 3 clusters Score -1.624948e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -16249600.000000 Penalty: 5737.470215
	Iteration 71Q: 3 clusters Score -1.62496e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -16249744.000000 Penalty: 5737.470215
	Iteration 72Q: 3 clusters Score -1.624974e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.624982e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -16249923.000000 Penalty: 5737.470215
	Iteration 74Q: 3 clusters Score -1.624992e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.625005e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.625018e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.625024e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -16250298.000000 Penalty: 5737.470215
	Iteration 78Q: 3 clusters Score -1.62503e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -16250421.000000 Penalty: 5737.470215
	Iteration 79Q: 3 clusters Score -1.625042e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -16250482.000000 Penalty: 5737.470215
	Iteration 80F: 3 clusters Score -1.625048e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.625052e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -16250602.000000 Penalty: 5737.470215
	Iteration 82Q: 3 clusters Score -1.62506e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -16250642.000000 Penalty: 5737.470215
	Iteration 83Q: 3 clusters Score -1.625064e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -16250719.000000 Penalty: 5737.470215
	Iteration 84Q: 3 clusters Score -1.625072e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -16250757.000000 Penalty: 5737.470215
	Iteration 85Q: 3 clusters Score -1.625076e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -16250829.000000 Penalty: 5737.470215
	Iteration 86Q: 3 clusters Score -1.625083e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -16250842.000000 Penalty: 5737.470215
	Iteration 87Q: 3 clusters Score -1.625084e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -16250875.000000 Penalty: 5737.470215
	Iteration 88Q: 3 clusters Score -1.625088e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -16250930.000000 Penalty: 5737.470215
	Iteration 89Q: 3 clusters Score -1.625093e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -16250942.000000 Penalty: 5737.470215
	Iteration 90Q: 3 clusters Score -1.625094e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -16250944.000000 Penalty: 5737.470215
	Iteration 91Q: 3 clusters Score -1.625094e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -16251002.000000 Penalty: 5737.470215
	Iteration 92Q: 3 clusters Score -1.6251e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -16251008.000000 Penalty: 5737.470215
	Iteration 93Q: 3 clusters Score -1.625101e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -16251045.000000 Penalty: 5737.470215
	Iteration 94Q: 3 clusters Score -1.625104e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -16251052.000000 Penalty: 5737.470215
	Iteration 95Q: 3 clusters Score -1.625105e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -16251046.000000 Penalty: 5737.470215
	Iteration 96Q: 3 clusters Score -1.625105e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.625104e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -16251070.000000 Penalty: 5737.470215
	Iteration 98Q: 3 clusters Score -1.625107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -16251103.000000 Penalty: 5737.470215
	Iteration 99Q: 3 clusters Score -1.62511e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -16251127.000000 Penalty: 5737.470215
	Iteration 100F: 3 clusters Score -1.625113e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -16251121.000000 Penalty: 5737.470215
	Iteration 101Q: 3 clusters Score -1.625112e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -16251143.000000 Penalty: 5737.470215
	Iteration 102Q: 3 clusters Score -1.625114e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16251197.000000 Penalty: 5737.470215
	Iteration 103Q: 3 clusters Score -1.62512e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -16251209.000000 Penalty: 5737.470215
	Iteration 104Q: 3 clusters Score -1.625121e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -16251234.000000 Penalty: 5737.470215
	Iteration 105Q: 3 clusters Score -1.625123e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -16251243.000000 Penalty: 5737.470215
	Iteration 106Q: 3 clusters Score -1.625124e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -16251273.000000 Penalty: 5737.470215
	Iteration 107Q: 3 clusters Score -1.625127e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -16251258.000000 Penalty: 5737.470215
	Iteration 108Q: 3 clusters Score -1.625126e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16251279.000000 Penalty: 5737.470215
	Iteration 109Q: 3 clusters Score -1.625128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16251287.000000 Penalty: 5737.470215
	Iteration 110Q: 3 clusters Score -1.625129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16251291.000000 Penalty: 5737.470215
	Iteration 111Q: 3 clusters Score -1.625129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -16251291.000000 Penalty: 5737.470215
	Iteration 112Q: 3 clusters Score -1.625129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16251295.000000 Penalty: 5737.470215
	Iteration 113Q: 3 clusters Score -1.62513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -16251299.000000 Penalty: 5737.470215
	Iteration 114Q: 3 clusters Score -1.62513e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16251312.000000 Penalty: 5737.470215
	Iteration 115Q: 3 clusters Score -1.625131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16251308.000000 Penalty: 5737.470215
	Iteration 116Q: 3 clusters Score -1.625131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16251317.000000 Penalty: 5737.470215
	Iteration 117Q: 3 clusters Score -1.625132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -16251311.000000 Penalty: 5737.470215
	Iteration 118Q: 3 clusters Score -1.625131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -16251314.000000 Penalty: 5737.470215
	Iteration 119Q: 3 clusters Score -1.625131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -16251319.000000 Penalty: 5737.470215
	Iteration 120F: 3 clusters Score -1.625132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -16251316.000000 Penalty: 5737.470215
	Iteration 121Q: 3 clusters Score -1.625132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -16251322.000000 Penalty: 5737.470215
	Iteration 122Q: 3 clusters Score -1.625132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16251305.000000 Penalty: 5737.470215
	Iteration 123Q: 3 clusters Score -1.62513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -16251307.000000 Penalty: 5737.470215
	Iteration 124Q: 3 clusters Score -1.625131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -16251307.000000 Penalty: 5737.470215
	Iteration 125Q: 3 clusters Score -1.625131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -16251320.000000 Penalty: 5737.470215
	Iteration 126Q: 3 clusters Score -1.625132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -16251311.000000 Penalty: 5737.470215
	Iteration 127Q: 3 clusters Score -1.625131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -16251320.000000 Penalty: 5737.470215
	Iteration 128Q: 3 clusters Score -1.625132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -16251319.000000 Penalty: 5737.470215
	Iteration 129Q: 3 clusters Score -1.625132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -16251339.000000 Penalty: 5737.470215
	Iteration 130Q: 3 clusters Score -1.625134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -16251349.000000 Penalty: 5737.470215
	Iteration 131Q: 3 clusters Score -1.625135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16251343.000000 Penalty: 5737.470215
	Iteration 132Q: 3 clusters Score -1.625134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -16251349.000000 Penalty: 5737.470215
	Iteration 133Q: 3 clusters Score -1.625135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -16251365.000000 Penalty: 5737.470215
	Iteration 134Q: 3 clusters Score -1.625136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16251361.000000 Penalty: 5737.470215
	Iteration 135Q: 3 clusters Score -1.625136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -16251389.000000 Penalty: 5737.470215
	Iteration 136Q: 3 clusters Score -1.625139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -16251384.000000 Penalty: 5737.470215
	Iteration 137Q: 3 clusters Score -1.625138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -16251382.000000 Penalty: 5737.470215
	Iteration 138Q: 3 clusters Score -1.625138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -16251394.000000 Penalty: 5737.470215
	Iteration 139Q: 3 clusters Score -1.625139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -16251399.000000 Penalty: 5737.470215
	Iteration 140F: 3 clusters Score -1.62514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103301 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -16251396.000000 Penalty: 5737.470215
	Iteration 141Q: 3 clusters Score -1.62514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -16251391.000000 Penalty: 5737.470215
	Iteration 142Q: 3 clusters Score -1.625139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -16251408.000000 Penalty: 5737.470215
	Iteration 143Q: 3 clusters Score -1.625141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -16251399.000000 Penalty: 5737.470215
	Iteration 144Q: 3 clusters Score -1.62514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -16251395.000000 Penalty: 5737.470215
	Iteration 145Q: 3 clusters Score -1.62514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16251410.000000 Penalty: 5737.470215
	Iteration 146Q: 3 clusters Score -1.625141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16251415.000000 Penalty: 5737.470215
	Iteration 147Q: 3 clusters Score -1.625142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -16251412.000000 Penalty: 5737.470215
	Iteration 148Q: 3 clusters Score -1.625141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16251417.000000 Penalty: 5737.470215
	Iteration 149Q: 3 clusters Score -1.625142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16251417.000000 Penalty: 5737.470215
	Iteration 150F: 3 clusters Score -1.625142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85326.273438 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85326.27 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86022.578125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86022.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86430.695312 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86430.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86606.328125 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86606.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86671.070312 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -86671.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86710.171875 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -86710.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86772.914062 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -86772.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86866.312500 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -86866.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87061.531250 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87061.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87124.171875 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87124.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87165.445312 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87165.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87203.625000 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87203.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87248.296875 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87309.492188 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -87309.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -87384.445312 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -87384.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87578.164062 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -87578.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87650.515625 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -87650.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87659.078125 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -87659.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87664.476562 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -87664.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87664.476562 Penalty: 3234.228271
	Iteration 19F: 3 clusters Score -87664.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 102668 members 
Mstep: Class 3 contains 101752 members 
Mstep: Class 4 contains 46590 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 10686 members 
Mstep: Class 7 contains 6567 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 105607 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 95339 members 
Mstep: Class 17 contains 19485 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29671 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 40836 members 
Mstep: Class 23 contains 60141 members 
Mstep: Class 24 contains 64409 members 
Mstep: Class 25 contains 100866 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 555 members 
Entering Unmasked Estep 
Score: -137794608.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137795360.000000 to -137794608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (95339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Entering Unmasked Estep 
Score: -14709207.000000 Penalty: 2843.368164
	Iteration 0F: 2 clusters Score -1.470921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -14646818.000000 Penalty: 5686.736328
	Iteration 0F: 3 clusters Score -1.464682e+07 nChanged 45132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -14673299.000000 Penalty: 5686.736328
	Iteration 1F: 3 clusters Score -1.46733e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -14674752.000000 Penalty: 5686.736328
	Iteration 2Q: 3 clusters Score -1.467475e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -14676560.000000 Penalty: 5686.736328
	Iteration 3Q: 3 clusters Score -1.467656e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -14678900.000000 Penalty: 5686.736328
	Iteration 4Q: 3 clusters Score -1.46789e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -14681992.000000 Penalty: 5686.736328
	Iteration 5F: 3 clusters Score -1.468199e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -14685655.000000 Penalty: 5686.736328
	Iteration 6F: 3 clusters Score -1.468566e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -14689469.000000 Penalty: 5686.736328
	Iteration 7F: 3 clusters Score -1.468947e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -14692587.000000 Penalty: 5686.736328
	Iteration 8F: 3 clusters Score -1.469259e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -14694685.000000 Penalty: 5686.736328
	Iteration 9Q: 3 clusters Score -1.469468e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -14695966.000000 Penalty: 5686.736328
	Iteration 10Q: 3 clusters Score -1.469597e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -14696854.000000 Penalty: 5686.736328
	Iteration 11Q: 3 clusters Score -1.469685e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -14697529.000000 Penalty: 5686.736328
	Iteration 12Q: 3 clusters Score -1.469753e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -14698095.000000 Penalty: 5686.736328
	Iteration 13Q: 3 clusters Score -1.46981e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -14698664.000000 Penalty: 5686.736328
	Iteration 14Q: 3 clusters Score -1.469866e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -14699303.000000 Penalty: 5686.736328
	Iteration 15Q: 3 clusters Score -1.46993e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -14699916.000000 Penalty: 5686.736328
	Iteration 16Q: 3 clusters Score -1.469992e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -14700621.000000 Penalty: 5686.736328
	Iteration 17Q: 3 clusters Score -1.470062e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -14701328.000000 Penalty: 5686.736328
	Iteration 18Q: 3 clusters Score -1.470133e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -14701985.000000 Penalty: 5686.736328
	Iteration 19Q: 3 clusters Score -1.470198e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -14702659.000000 Penalty: 5686.736328
	Iteration 20F: 3 clusters Score -1.470266e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -14703262.000000 Penalty: 5686.736328
	Iteration 21Q: 3 clusters Score -1.470326e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -14703933.000000 Penalty: 5686.736328
	Iteration 22Q: 3 clusters Score -1.470393e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -14704558.000000 Penalty: 5686.736328
	Iteration 23Q: 3 clusters Score -1.470456e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -14705117.000000 Penalty: 5686.736328
	Iteration 24Q: 3 clusters Score -1.470512e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -14705556.000000 Penalty: 5686.736328
	Iteration 25Q: 3 clusters Score -1.470556e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -14705867.000000 Penalty: 5686.736328
	Iteration 26Q: 3 clusters Score -1.470587e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14706098.000000 Penalty: 5686.736328
	Iteration 27Q: 3 clusters Score -1.47061e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14706279.000000 Penalty: 5686.736328
	Iteration 28Q: 3 clusters Score -1.470628e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14706400.000000 Penalty: 5686.736328
	Iteration 29Q: 3 clusters Score -1.47064e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14706529.000000 Penalty: 5686.736328
	Iteration 30Q: 3 clusters Score -1.470653e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -14706616.000000 Penalty: 5686.736328
	Iteration 31Q: 3 clusters Score -1.470662e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14706693.000000 Penalty: 5686.736328
	Iteration 32Q: 3 clusters Score -1.470669e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14706754.000000 Penalty: 5686.736328
	Iteration 33Q: 3 clusters Score -1.470675e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14706784.000000 Penalty: 5686.736328
	Iteration 34Q: 3 clusters Score -1.470678e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14706814.000000 Penalty: 5686.736328
	Iteration 35Q: 3 clusters Score -1.470681e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14706803.000000 Penalty: 5686.736328
	Iteration 36Q: 3 clusters Score -1.47068e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14706831.000000 Penalty: 5686.736328
	Iteration 37Q: 3 clusters Score -1.470683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -14706841.000000 Penalty: 5686.736328
	Iteration 38Q: 3 clusters Score -1.470684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14706851.000000 Penalty: 5686.736328
	Iteration 39Q: 3 clusters Score -1.470685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14706892.000000 Penalty: 5686.736328
	Iteration 40F: 3 clusters Score -1.470689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14706901.000000 Penalty: 5686.736328
	Iteration 41Q: 3 clusters Score -1.47069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14706921.000000 Penalty: 5686.736328
	Iteration 42Q: 3 clusters Score -1.470692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14706911.000000 Penalty: 5686.736328
	Iteration 43Q: 3 clusters Score -1.470691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14706908.000000 Penalty: 5686.736328
	Iteration 44Q: 3 clusters Score -1.470691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14706914.000000 Penalty: 5686.736328
	Iteration 45Q: 3 clusters Score -1.470691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14706921.000000 Penalty: 5686.736328
	Iteration 46Q: 3 clusters Score -1.470692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14706920.000000 Penalty: 5686.736328
	Iteration 47Q: 3 clusters Score -1.470692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14706933.000000 Penalty: 5686.736328
	Iteration 48Q: 3 clusters Score -1.470693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14706924.000000 Penalty: 5686.736328
	Iteration 49Q: 3 clusters Score -1.470692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14706942.000000 Penalty: 5686.736328
	Iteration 50Q: 3 clusters Score -1.470694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14706940.000000 Penalty: 5686.736328
	Iteration 51Q: 3 clusters Score -1.470694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14706942.000000 Penalty: 5686.736328
	Iteration 52Q: 3 clusters Score -1.470694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14706944.000000 Penalty: 5686.736328
	Iteration 53Q: 3 clusters Score -1.470694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14706949.000000 Penalty: 5686.736328
	Iteration 54Q: 3 clusters Score -1.470695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14706956.000000 Penalty: 5686.736328
	Iteration 55Q: 3 clusters Score -1.470696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14706956.000000 Penalty: 5686.736328
	Iteration 56Q: 3 clusters Score -1.470696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14706949.000000 Penalty: 5686.736328
	Iteration 57Q: 3 clusters Score -1.470695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14706963.000000 Penalty: 5686.736328
	Iteration 58Q: 3 clusters Score -1.470696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14706959.000000 Penalty: 5686.736328
	Iteration 59Q: 3 clusters Score -1.470696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14706976.000000 Penalty: 5686.736328
	Iteration 60F: 3 clusters Score -1.470698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14706978.000000 Penalty: 5686.736328
	Iteration 61Q: 3 clusters Score -1.470698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14706986.000000 Penalty: 5686.736328
	Iteration 62Q: 3 clusters Score -1.470699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14706988.000000 Penalty: 5686.736328
	Iteration 63Q: 3 clusters Score -1.470699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14706993.000000 Penalty: 5686.736328
	Iteration 64Q: 3 clusters Score -1.470699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14706988.000000 Penalty: 5686.736328
	Iteration 65Q: 3 clusters Score -1.470699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14706988.000000 Penalty: 5686.736328
	Iteration 66F: 3 clusters Score -1.470699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Entering Unmasked Estep 
Score: -2948277.750000 Penalty: 2449.595215
	Iteration 0F: 2 clusters Score -2948278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2934662.500000 Penalty: 4899.190430
	Iteration 0F: 3 clusters Score -2934662 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2939118.500000 Penalty: 4899.190430
	Iteration 1F: 3 clusters Score -2939118 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2939558.500000 Penalty: 4899.190430
	Iteration 2F: 3 clusters Score -2939558 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2940047.500000 Penalty: 4899.190430
	Iteration 3F: 3 clusters Score -2940048 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2940682.750000 Penalty: 4899.190430
	Iteration 4F: 3 clusters Score -2940683 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2941539.250000 Penalty: 4899.190430
	Iteration 5F: 3 clusters Score -2941539 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2942595.500000 Penalty: 4899.190430
	Iteration 6F: 3 clusters Score -2942596 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2943785.250000 Penalty: 4899.190430
	Iteration 7F: 3 clusters Score -2943785 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2944865.500000 Penalty: 4899.190430
	Iteration 8F: 3 clusters Score -2944866 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2945632.000000 Penalty: 4899.190430
	Iteration 9Q: 3 clusters Score -2945632 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2946120.750000 Penalty: 4899.190430
	Iteration 10Q: 3 clusters Score -2946121 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2946387.750000 Penalty: 4899.190430
	Iteration 11Q: 3 clusters Score -2946388 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2946552.000000 Penalty: 4899.190430
	Iteration 12Q: 3 clusters Score -2946552 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2946648.750000 Penalty: 4899.190430
	Iteration 13Q: 3 clusters Score -2946649 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2946704.750000 Penalty: 4899.190430
	Iteration 14Q: 3 clusters Score -2946705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2946739.750000 Penalty: 4899.190430
	Iteration 15Q: 3 clusters Score -2946740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2946766.750000 Penalty: 4899.190430
	Iteration 16Q: 3 clusters Score -2946767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2946796.750000 Penalty: 4899.190430
	Iteration 17Q: 3 clusters Score -2946797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2946813.250000 Penalty: 4899.190430
	Iteration 18Q: 3 clusters Score -2946813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2946823.500000 Penalty: 4899.190430
	Iteration 19Q: 3 clusters Score -2946824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2946842.250000 Penalty: 4899.190430
	Iteration 20F: 3 clusters Score -2946842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2946843.000000 Penalty: 4899.190430
	Iteration 21Q: 3 clusters Score -2946843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2946849.000000 Penalty: 4899.190430
	Iteration 22Q: 3 clusters Score -2946849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2946839.750000 Penalty: 4899.190430
	Iteration 23Q: 3 clusters Score -2946840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2946845.000000 Penalty: 4899.190430
	Iteration 24Q: 3 clusters Score -2946845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2946853.750000 Penalty: 4899.190430
	Iteration 25Q: 3 clusters Score -2946854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2946855.250000 Penalty: 4899.190430
	Iteration 26Q: 3 clusters Score -2946855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2946856.750000 Penalty: 4899.190430
	Iteration 27Q: 3 clusters Score -2946857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2946861.000000 Penalty: 4899.190430
	Iteration 28Q: 3 clusters Score -2946861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2946862.000000 Penalty: 4899.190430
	Iteration 29Q: 3 clusters Score -2946862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2946863.750000 Penalty: 4899.190430
	Iteration 30Q: 3 clusters Score -2946864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2946868.250000 Penalty: 4899.190430
	Iteration 31Q: 3 clusters Score -2946868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2946872.750000 Penalty: 4899.190430
	Iteration 32Q: 3 clusters Score -2946873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2946870.500000 Penalty: 4899.190430
	Iteration 33Q: 3 clusters Score -2946870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2946874.250000 Penalty: 4899.190430
	Iteration 34Q: 3 clusters Score -2946874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2946874.500000 Penalty: 4899.190430
	Iteration 35Q: 3 clusters Score -2946874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2946877.500000 Penalty: 4899.190430
	Iteration 36Q: 3 clusters Score -2946878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2946881.500000 Penalty: 4899.190430
	Iteration 37Q: 3 clusters Score -2946882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2946876.250000 Penalty: 4899.190430
	Iteration 38Q: 3 clusters Score -2946876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2946879.000000 Penalty: 4899.190430
	Iteration 39Q: 3 clusters Score -2946879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2946878.500000 Penalty: 4899.190430
	Iteration 40F: 3 clusters Score -2946878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2946883.500000 Penalty: 4899.190430
	Iteration 41Q: 3 clusters Score -2946884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2946875.000000 Penalty: 4899.190430
	Iteration 42Q: 3 clusters Score -2946875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2946880.500000 Penalty: 4899.190430
	Iteration 43Q: 3 clusters Score -2946880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2946879.750000 Penalty: 4899.190430
	Iteration 44Q: 3 clusters Score -2946880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2946888.500000 Penalty: 4899.190430
	Iteration 45Q: 3 clusters Score -2946888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2946890.250000 Penalty: 4899.190430
	Iteration 46Q: 3 clusters Score -2946890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2946887.000000 Penalty: 4899.190430
	Iteration 47Q: 3 clusters Score -2946887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2946892.000000 Penalty: 4899.190430
	Iteration 48Q: 3 clusters Score -2946892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2946885.250000 Penalty: 4899.190430
	Iteration 49Q: 3 clusters Score -2946885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2946889.000000 Penalty: 4899.190430
	Iteration 50Q: 3 clusters Score -2946889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2946887.750000 Penalty: 4899.190430
	Iteration 51Q: 3 clusters Score -2946888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2946892.750000 Penalty: 4899.190430
	Iteration 52Q: 3 clusters Score -2946893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2946895.000000 Penalty: 4899.190430
	Iteration 53Q: 3 clusters Score -2946895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2946899.000000 Penalty: 4899.190430
	Iteration 54Q: 3 clusters Score -2946899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2946904.250000 Penalty: 4899.190430
	Iteration 55Q: 3 clusters Score -2946904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2946898.000000 Penalty: 4899.190430
	Iteration 56Q: 3 clusters Score -2946898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2946897.750000 Penalty: 4899.190430
	Iteration 57Q: 3 clusters Score -2946898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2946896.750000 Penalty: 4899.190430
	Iteration 58Q: 3 clusters Score -2946897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2946899.500000 Penalty: 4899.190430
	Iteration 59Q: 3 clusters Score -2946900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2946903.250000 Penalty: 4899.190430
	Iteration 60F: 3 clusters Score -2946903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -54968.289062 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -54968.29 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 234 members 
Entering Unmasked Estep 
Score: -53650.125000 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -53650.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53803.367188 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -53803.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53839.527344 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -53839.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53863.273438 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -53863.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53872.535156 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -53872.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53885.019531 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -53885.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53897.656250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -53897.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53908.410156 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -53908.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53918.070312 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -53918.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53927.339844 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -53927.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53939.445312 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -53939.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53964.257812 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -53964.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54004.199219 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -54004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54074.433594 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -54074.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -54153.191406 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -54153.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -54219.628906 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -54219.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -54344.183594 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -54344.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -54382.613281 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -54382.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -54408.261719 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -54408.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -54413.253906 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -54413.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -54425.519531 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -54425.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -54502.742188 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -54502.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -54502.742188 Penalty: 3080.457520
	Iteration 22F: 3 clusters Score -54502.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Entering Unmasked Estep 
Score: -4318180.000000 Penalty: 2553.885498
	Iteration 0F: 2 clusters Score -4318180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4297869.500000 Penalty: 5107.770996
	Iteration 0F: 3 clusters Score -4297870 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4305527.500000 Penalty: 5107.770996
	Iteration 1F: 3 clusters Score -4305528 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4306400 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4307338.500000 Penalty: 5107.770996
	Iteration 3F: 3 clusters Score -4307338 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4308296 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4309271.000000 Penalty: 5107.770996
	Iteration 5F: 3 clusters Score -4309271 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4310324.000000 Penalty: 5107.770996
	Iteration 6F: 3 clusters Score -4310324 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4311287 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4312105.500000 Penalty: 5107.770996
	Iteration 8Q: 3 clusters Score -4312106 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4312751.500000 Penalty: 5107.770996
	Iteration 9Q: 3 clusters Score -4312752 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4313164.000000 Penalty: 5107.770996
	Iteration 10Q: 3 clusters Score -4313164 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4313483.500000 Penalty: 5107.770996
	Iteration 11Q: 3 clusters Score -4313484 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4313749.000000 Penalty: 5107.770996
	Iteration 12Q: 3 clusters Score -4313749 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4313976.500000 Penalty: 5107.770996
	Iteration 13Q: 3 clusters Score -4313976 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -4314218.500000 Penalty: 5107.770996
	Iteration 14Q: 3 clusters Score -4314218 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4314478.500000 Penalty: 5107.770996
	Iteration 15Q: 3 clusters Score -4314478 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -4314737.000000 Penalty: 5107.770996
	Iteration 16Q: 3 clusters Score -4314737 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4314973.500000 Penalty: 5107.770996
	Iteration 17Q: 3 clusters Score -4314974 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4315205.500000 Penalty: 5107.770996
	Iteration 18Q: 3 clusters Score -4315206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4315328.000000 Penalty: 5107.770996
	Iteration 19Q: 3 clusters Score -4315328 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4315421.000000 Penalty: 5107.770996
	Iteration 20F: 3 clusters Score -4315421 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4315536.500000 Penalty: 5107.770996
	Iteration 21Q: 3 clusters Score -4315536 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4315625.500000 Penalty: 5107.770996
	Iteration 22Q: 3 clusters Score -4315626 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4315700.500000 Penalty: 5107.770996
	Iteration 23Q: 3 clusters Score -4315700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4315808.000000 Penalty: 5107.770996
	Iteration 24Q: 3 clusters Score -4315808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4315902.500000 Penalty: 5107.770996
	Iteration 25Q: 3 clusters Score -4315902 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4315965.500000 Penalty: 5107.770996
	Iteration 26Q: 3 clusters Score -4315966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4316038.000000 Penalty: 5107.770996
	Iteration 27Q: 3 clusters Score -4316038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4316096.500000 Penalty: 5107.770996
	Iteration 28Q: 3 clusters Score -4316096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4316133.500000 Penalty: 5107.770996
	Iteration 29Q: 3 clusters Score -4316134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4316187.000000 Penalty: 5107.770996
	Iteration 30Q: 3 clusters Score -4316187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4316250.500000 Penalty: 5107.770996
	Iteration 31Q: 3 clusters Score -4316250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4316280.500000 Penalty: 5107.770996
	Iteration 32Q: 3 clusters Score -4316280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4316297.500000 Penalty: 5107.770996
	Iteration 33Q: 3 clusters Score -4316298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4316323.000000 Penalty: 5107.770996
	Iteration 34Q: 3 clusters Score -4316323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4316338.000000 Penalty: 5107.770996
	Iteration 35Q: 3 clusters Score -4316338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4316371.500000 Penalty: 5107.770996
	Iteration 36Q: 3 clusters Score -4316372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4316391.500000 Penalty: 5107.770996
	Iteration 37Q: 3 clusters Score -4316392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4316405.000000 Penalty: 5107.770996
	Iteration 38Q: 3 clusters Score -4316405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4316426.500000 Penalty: 5107.770996
	Iteration 39Q: 3 clusters Score -4316426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4316430.000000 Penalty: 5107.770996
	Iteration 40F: 3 clusters Score -4316430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4316443.500000 Penalty: 5107.770996
	Iteration 41Q: 3 clusters Score -4316444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4316464.000000 Penalty: 5107.770996
	Iteration 42Q: 3 clusters Score -4316464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4316466.500000 Penalty: 5107.770996
	Iteration 43Q: 3 clusters Score -4316466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4316485.000000 Penalty: 5107.770996
	Iteration 44Q: 3 clusters Score -4316485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4316491.500000 Penalty: 5107.770996
	Iteration 45Q: 3 clusters Score -4316492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4316501.500000 Penalty: 5107.770996
	Iteration 46Q: 3 clusters Score -4316502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4316509.000000 Penalty: 5107.770996
	Iteration 47Q: 3 clusters Score -4316509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4316514.500000 Penalty: 5107.770996
	Iteration 48Q: 3 clusters Score -4316514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4316513.500000 Penalty: 5107.770996
	Iteration 49Q: 3 clusters Score -4316514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4316515.500000 Penalty: 5107.770996
	Iteration 50Q: 3 clusters Score -4316516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4316532.000000 Penalty: 5107.770996
	Iteration 51Q: 3 clusters Score -4316532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4316533.000000 Penalty: 5107.770996
	Iteration 52Q: 3 clusters Score -4316533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4316544.500000 Penalty: 5107.770996
	Iteration 53Q: 3 clusters Score -4316544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4316553.500000 Penalty: 5107.770996
	Iteration 54Q: 3 clusters Score -4316554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4316563.500000 Penalty: 5107.770996
	Iteration 55Q: 3 clusters Score -4316564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4316570.500000 Penalty: 5107.770996
	Iteration 56Q: 3 clusters Score -4316570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4316572.000000 Penalty: 5107.770996
	Iteration 57Q: 3 clusters Score -4316572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4316582.500000 Penalty: 5107.770996
	Iteration 58Q: 3 clusters Score -4316582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4316593.500000 Penalty: 5107.770996
	Iteration 59Q: 3 clusters Score -4316594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4316595.500000 Penalty: 5107.770996
	Iteration 60F: 3 clusters Score -4316596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4316596.500000 Penalty: 5107.770996
	Iteration 61Q: 3 clusters Score -4316596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4316600.000000 Penalty: 5107.770996
	Iteration 62Q: 3 clusters Score -4316600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4316603.500000 Penalty: 5107.770996
	Iteration 63Q: 3 clusters Score -4316604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4316612.000000 Penalty: 5107.770996
	Iteration 64Q: 3 clusters Score -4316612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4316608.500000 Penalty: 5107.770996
	Iteration 65Q: 3 clusters Score -4316608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4316611.500000 Penalty: 5107.770996
	Iteration 66Q: 3 clusters Score -4316612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4316611.000000 Penalty: 5107.770996
	Iteration 67Q: 3 clusters Score -4316611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4316611.000000 Penalty: 5107.770996
	Iteration 68Q: 3 clusters Score -4316611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4316620.500000 Penalty: 5107.770996
	Iteration 69Q: 3 clusters Score -4316620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4316625.000000 Penalty: 5107.770996
	Iteration 70Q: 3 clusters Score -4316625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4316623.000000 Penalty: 5107.770996
	Iteration 71Q: 3 clusters Score -4316623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4316621.500000 Penalty: 5107.770996
	Iteration 72Q: 3 clusters Score -4316622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4316620.500000 Penalty: 5107.770996
	Iteration 73Q: 3 clusters Score -4316620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4316624.500000 Penalty: 5107.770996
	Iteration 74Q: 3 clusters Score -4316624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4316626.000000 Penalty: 5107.770996
	Iteration 75Q: 3 clusters Score -4316626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4316624.000000 Penalty: 5107.770996
	Iteration 76Q: 3 clusters Score -4316624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4316620.500000 Penalty: 5107.770996
	Iteration 77Q: 3 clusters Score -4316620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4316617.500000 Penalty: 5107.770996
	Iteration 78Q: 3 clusters Score -4316618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4316620.000000 Penalty: 5107.770996
	Iteration 79Q: 3 clusters Score -4316620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4316619.000000 Penalty: 5107.770996
	Iteration 80F: 3 clusters Score -4316619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4316622.000000 Penalty: 5107.770996
	Iteration 81Q: 3 clusters Score -4316622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4316620.000000 Penalty: 5107.770996
	Iteration 82Q: 3 clusters Score -4316620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4316621.500000 Penalty: 5107.770996
	Iteration 83Q: 3 clusters Score -4316622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4316621.500000 Penalty: 5107.770996
	Iteration 84F: 3 clusters Score -4316622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -466016.375000 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -466016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -462506.718750 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -462506.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -463302.687500 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -463302.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -463600.812500 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -463600.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463871.500000 Penalty: 4031.046387
	Iteration 3F: 3 clusters Score -463871.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -464164.656250 Penalty: 4031.046387
	Iteration 4F: 3 clusters Score -464164.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -464461.250000 Penalty: 4031.046387
	Iteration 5F: 3 clusters Score -464461.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -464697.906250 Penalty: 4031.046387
	Iteration 6F: 3 clusters Score -464697.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -464928.062500 Penalty: 4031.046387
	Iteration 7F: 3 clusters Score -464928.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -465112.718750 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -465112.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -465252.125000 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -465252.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -465360.093750 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -465360.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -465452.406250 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -465452.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -465530.781250 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -465530.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -465566.156250 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -465566.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -465586.562500 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -465586.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -465598.937500 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -465598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -465607.843750 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -465607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -465611.875000 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -465611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -465615.062500 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -465615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -465617.218750 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -465617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -465618.218750 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -465618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -465619.906250 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -465619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -465620.250000 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -465620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -465621.281250 Penalty: 4031.046387
	Iteration 23Q: 3 clusters Score -465621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -465621.281250 Penalty: 4031.046387
	Iteration 24F: 3 clusters Score -465621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -1711422.000000 Penalty: 2308.364258
	Iteration 0F: 2 clusters Score -1711422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1703138.500000 Penalty: 4616.728516
	Iteration 0F: 3 clusters Score -1703138 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1705447.625000 Penalty: 4616.728516
	Iteration 1F: 3 clusters Score -1705448 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1705762.625000 Penalty: 4616.728516
	Iteration 2F: 3 clusters Score -1705763 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1705983.750000 Penalty: 4616.728516
	Iteration 3F: 3 clusters Score -1705984 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1706156.375000 Penalty: 4616.728516
	Iteration 4Q: 3 clusters Score -1706156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1706309.375000 Penalty: 4616.728516
	Iteration 5Q: 3 clusters Score -1706309 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1706459.375000 Penalty: 4616.728516
	Iteration 6Q: 3 clusters Score -1706459 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1706619.625000 Penalty: 4616.728516
	Iteration 7Q: 3 clusters Score -1706620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1706811.125000 Penalty: 4616.728516
	Iteration 8Q: 3 clusters Score -1706811 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1707047.625000 Penalty: 4616.728516
	Iteration 9Q: 3 clusters Score -1707048 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1707304.375000 Penalty: 4616.728516
	Iteration 10Q: 3 clusters Score -1707304 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1707570.875000 Penalty: 4616.728516
	Iteration 11Q: 3 clusters Score -1707571 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1707846.625000 Penalty: 4616.728516
	Iteration 12Q: 3 clusters Score -1707847 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1708113.500000 Penalty: 4616.728516
	Iteration 13Q: 3 clusters Score -1708114 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1708382.500000 Penalty: 4616.728516
	Iteration 14Q: 3 clusters Score -1708382 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1708631.250000 Penalty: 4616.728516
	Iteration 15Q: 3 clusters Score -1708631 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1708823.750000 Penalty: 4616.728516
	Iteration 16Q: 3 clusters Score -1708824 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1708980.625000 Penalty: 4616.728516
	Iteration 17Q: 3 clusters Score -1708981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1709097.250000 Penalty: 4616.728516
	Iteration 18Q: 3 clusters Score -1709097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1709181.000000 Penalty: 4616.728516
	Iteration 19Q: 3 clusters Score -1709181 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1709244.500000 Penalty: 4616.728516
	Iteration 20F: 3 clusters Score -1709244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1709297.250000 Penalty: 4616.728516
	Iteration 21Q: 3 clusters Score -1709297 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1709342.500000 Penalty: 4616.728516
	Iteration 22Q: 3 clusters Score -1709342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1709374.000000 Penalty: 4616.728516
	Iteration 23Q: 3 clusters Score -1709374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1709395.750000 Penalty: 4616.728516
	Iteration 24Q: 3 clusters Score -1709396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1709405.250000 Penalty: 4616.728516
	Iteration 25Q: 3 clusters Score -1709405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1709419.250000 Penalty: 4616.728516
	Iteration 26Q: 3 clusters Score -1709419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1709430.250000 Penalty: 4616.728516
	Iteration 27Q: 3 clusters Score -1709430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1709440.250000 Penalty: 4616.728516
	Iteration 28Q: 3 clusters Score -1709440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1709444.625000 Penalty: 4616.728516
	Iteration 29Q: 3 clusters Score -1709445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1709445.250000 Penalty: 4616.728516
	Iteration 30Q: 3 clusters Score -1709445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1709450.000000 Penalty: 4616.728516
	Iteration 31Q: 3 clusters Score -1709450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1709452.875000 Penalty: 4616.728516
	Iteration 32Q: 3 clusters Score -1709453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1709462.000000 Penalty: 4616.728516
	Iteration 33Q: 3 clusters Score -1709462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1709460.875000 Penalty: 4616.728516
	Iteration 34Q: 3 clusters Score -1709461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1709462.250000 Penalty: 4616.728516
	Iteration 35Q: 3 clusters Score -1709462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1709467.375000 Penalty: 4616.728516
	Iteration 36Q: 3 clusters Score -1709467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1709473.375000 Penalty: 4616.728516
	Iteration 37Q: 3 clusters Score -1709473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1709472.750000 Penalty: 4616.728516
	Iteration 38Q: 3 clusters Score -1709473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1709471.750000 Penalty: 4616.728516
	Iteration 39Q: 3 clusters Score -1709472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1709478.000000 Penalty: 4616.728516
	Iteration 40F: 3 clusters Score -1709478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1709479.000000 Penalty: 4616.728516
	Iteration 41Q: 3 clusters Score -1709479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1709482.875000 Penalty: 4616.728516
	Iteration 42Q: 3 clusters Score -1709483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1709486.625000 Penalty: 4616.728516
	Iteration 43Q: 3 clusters Score -1709487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1709488.500000 Penalty: 4616.728516
	Iteration 44Q: 3 clusters Score -1709488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1709494.250000 Penalty: 4616.728516
	Iteration 45Q: 3 clusters Score -1709494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1709496.375000 Penalty: 4616.728516
	Iteration 46Q: 3 clusters Score -1709496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1709499.875000 Penalty: 4616.728516
	Iteration 47Q: 3 clusters Score -1709500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1709507.125000 Penalty: 4616.728516
	Iteration 48Q: 3 clusters Score -1709507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1709509.125000 Penalty: 4616.728516
	Iteration 49Q: 3 clusters Score -1709509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1709520.875000 Penalty: 4616.728516
	Iteration 50Q: 3 clusters Score -1709521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1709527.750000 Penalty: 4616.728516
	Iteration 51Q: 3 clusters Score -1709528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1709531.625000 Penalty: 4616.728516
	Iteration 52Q: 3 clusters Score -1709532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1709536.500000 Penalty: 4616.728516
	Iteration 53Q: 3 clusters Score -1709536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1709543.250000 Penalty: 4616.728516
	Iteration 54Q: 3 clusters Score -1709543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1709552.250000 Penalty: 4616.728516
	Iteration 55Q: 3 clusters Score -1709552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1709559.250000 Penalty: 4616.728516
	Iteration 56Q: 3 clusters Score -1709559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1709567.000000 Penalty: 4616.728516
	Iteration 57Q: 3 clusters Score -1709567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1709570.625000 Penalty: 4616.728516
	Iteration 58Q: 3 clusters Score -1709571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1709571.375000 Penalty: 4616.728516
	Iteration 59Q: 3 clusters Score -1709571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1709576.000000 Penalty: 4616.728516
	Iteration 60F: 3 clusters Score -1709576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1709575.750000 Penalty: 4616.728516
	Iteration 61Q: 3 clusters Score -1709576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1709578.750000 Penalty: 4616.728516
	Iteration 62Q: 3 clusters Score -1709579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1709583.875000 Penalty: 4616.728516
	Iteration 63Q: 3 clusters Score -1709584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1709583.000000 Penalty: 4616.728516
	Iteration 64Q: 3 clusters Score -1709583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1709587.750000 Penalty: 4616.728516
	Iteration 65Q: 3 clusters Score -1709588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1709587.125000 Penalty: 4616.728516
	Iteration 66Q: 3 clusters Score -1709587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1709587.125000 Penalty: 4616.728516
	Iteration 67Q: 3 clusters Score -1709587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1709587.875000 Penalty: 4616.728516
	Iteration 68Q: 3 clusters Score -1709588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1709587.875000 Penalty: 4616.728516
	Iteration 69F: 3 clusters Score -1709588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Entering Unmasked Estep 
Score: -6332607.500000 Penalty: 2633.095215
	Iteration 0F: 2 clusters Score -6332608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -6304956.500000 Penalty: 5266.190430
	Iteration 0F: 3 clusters Score -6304956 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -6315040.000000 Penalty: 5266.190430
	Iteration 1F: 3 clusters Score -6315040 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -6315635.000000 Penalty: 5266.190430
	Iteration 2Q: 3 clusters Score -6315635 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -6316196.500000 Penalty: 5266.190430
	Iteration 3Q: 3 clusters Score -6316196 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6316879.500000 Penalty: 5266.190430
	Iteration 4Q: 3 clusters Score -6316880 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6317620.500000 Penalty: 5266.190430
	Iteration 5Q: 3 clusters Score -6317620 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -6318581.000000 Penalty: 5266.190430
	Iteration 6Q: 3 clusters Score -6318581 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -6319874.500000 Penalty: 5266.190430
	Iteration 7F: 3 clusters Score -6319874 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -6321510.500000 Penalty: 5266.190430
	Iteration 8F: 3 clusters Score -6321510 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -6323453.000000 Penalty: 5266.190430
	Iteration 9F: 3 clusters Score -6323453 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -6324960.000000 Penalty: 5266.190430
	Iteration 10F: 3 clusters Score -6324960 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6325716.000000 Penalty: 5266.190430
	Iteration 11Q: 3 clusters Score -6325716 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -6326105.500000 Penalty: 5266.190430
	Iteration 12Q: 3 clusters Score -6326106 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -6326341.000000 Penalty: 5266.190430
	Iteration 13Q: 3 clusters Score -6326341 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6326510 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6326619.000000 Penalty: 5266.190430
	Iteration 15Q: 3 clusters Score -6326619 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6326680.000000 Penalty: 5266.190430
	Iteration 16Q: 3 clusters Score -6326680 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6326742.500000 Penalty: 5266.190430
	Iteration 17Q: 3 clusters Score -6326742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -6326793.500000 Penalty: 5266.190430
	Iteration 18Q: 3 clusters Score -6326794 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -6326846.000000 Penalty: 5266.190430
	Iteration 19Q: 3 clusters Score -6326846 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -6326905.000000 Penalty: 5266.190430
	Iteration 20F: 3 clusters Score -6326905 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6326941 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -6326977.000000 Penalty: 5266.190430
	Iteration 22Q: 3 clusters Score -6326977 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6327028.000000 Penalty: 5266.190430
	Iteration 23Q: 3 clusters Score -6327028 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -6327043.500000 Penalty: 5266.190430
	Iteration 24Q: 3 clusters Score -6327044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6327042.500000 Penalty: 5266.190430
	Iteration 25Q: 3 clusters Score -6327042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -6327085.000000 Penalty: 5266.190430
	Iteration 26Q: 3 clusters Score -6327085 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -6327101.000000 Penalty: 5266.190430
	Iteration 27Q: 3 clusters Score -6327101 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -6327136.000000 Penalty: 5266.190430
	Iteration 28Q: 3 clusters Score -6327136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -6327139.000000 Penalty: 5266.190430
	Iteration 29Q: 3 clusters Score -6327139 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -6327180.000000 Penalty: 5266.190430
	Iteration 30Q: 3 clusters Score -6327180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -6327226.500000 Penalty: 5266.190430
	Iteration 31Q: 3 clusters Score -6327226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6327263.500000 Penalty: 5266.190430
	Iteration 32Q: 3 clusters Score -6327264 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -6327290.000000 Penalty: 5266.190430
	Iteration 33Q: 3 clusters Score -6327290 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -6327337.000000 Penalty: 5266.190430
	Iteration 34Q: 3 clusters Score -6327337 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6327395.000000 Penalty: 5266.190430
	Iteration 35Q: 3 clusters Score -6327395 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -6327475.500000 Penalty: 5266.190430
	Iteration 36Q: 3 clusters Score -6327476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -6327507.500000 Penalty: 5266.190430
	Iteration 37Q: 3 clusters Score -6327508 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6327565.000000 Penalty: 5266.190430
	Iteration 38Q: 3 clusters Score -6327565 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -6327630.500000 Penalty: 5266.190430
	Iteration 39Q: 3 clusters Score -6327630 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -6327722.000000 Penalty: 5266.190430
	Iteration 40F: 3 clusters Score -6327722 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6327766 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -6327798.500000 Penalty: 5266.190430
	Iteration 42Q: 3 clusters Score -6327798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -6327857.500000 Penalty: 5266.190430
	Iteration 43Q: 3 clusters Score -6327858 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6327928.000000 Penalty: 5266.190430
	Iteration 44Q: 3 clusters Score -6327928 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -6328001.500000 Penalty: 5266.190430
	Iteration 45Q: 3 clusters Score -6328002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -6328048.500000 Penalty: 5266.190430
	Iteration 46Q: 3 clusters Score -6328048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -6328133.000000 Penalty: 5266.190430
	Iteration 47Q: 3 clusters Score -6328133 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -6328214.000000 Penalty: 5266.190430
	Iteration 48Q: 3 clusters Score -6328214 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -6328288.500000 Penalty: 5266.190430
	Iteration 49Q: 3 clusters Score -6328288 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6328334.500000 Penalty: 5266.190430
	Iteration 50Q: 3 clusters Score -6328334 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6328396.500000 Penalty: 5266.190430
	Iteration 51Q: 3 clusters Score -6328396 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -6328483.000000 Penalty: 5266.190430
	Iteration 52Q: 3 clusters Score -6328483 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -6328566.000000 Penalty: 5266.190430
	Iteration 53Q: 3 clusters Score -6328566 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6328646.000000 Penalty: 5266.190430
	Iteration 54Q: 3 clusters Score -6328646 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -6328758.500000 Penalty: 5266.190430
	Iteration 55Q: 3 clusters Score -6328758 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -6328888.000000 Penalty: 5266.190430
	Iteration 56Q: 3 clusters Score -6328888 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6328969.500000 Penalty: 5266.190430
	Iteration 57Q: 3 clusters Score -6328970 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -6329055.500000 Penalty: 5266.190430
	Iteration 58Q: 3 clusters Score -6329056 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6329149.500000 Penalty: 5266.190430
	Iteration 59Q: 3 clusters Score -6329150 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -6329241.000000 Penalty: 5266.190430
	Iteration 60F: 3 clusters Score -6329241 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -6329338.000000 Penalty: 5266.190430
	Iteration 61Q: 3 clusters Score -6329338 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6329409.500000 Penalty: 5266.190430
	Iteration 62Q: 3 clusters Score -6329410 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6329498.000000 Penalty: 5266.190430
	Iteration 63Q: 3 clusters Score -6329498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6329567.500000 Penalty: 5266.190430
	Iteration 64Q: 3 clusters Score -6329568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6329633.000000 Penalty: 5266.190430
	Iteration 65Q: 3 clusters Score -6329633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6329684.000000 Penalty: 5266.190430
	Iteration 66Q: 3 clusters Score -6329684 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6329731.000000 Penalty: 5266.190430
	Iteration 67Q: 3 clusters Score -6329731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6329811.000000 Penalty: 5266.190430
	Iteration 68Q: 3 clusters Score -6329811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6329867 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6329915.000000 Penalty: 5266.190430
	Iteration 70Q: 3 clusters Score -6329915 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6329941.000000 Penalty: 5266.190430
	Iteration 71Q: 3 clusters Score -6329941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6330012.000000 Penalty: 5266.190430
	Iteration 72Q: 3 clusters Score -6330012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6330050.500000 Penalty: 5266.190430
	Iteration 73Q: 3 clusters Score -6330050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6330080.500000 Penalty: 5266.190430
	Iteration 74Q: 3 clusters Score -6330080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6330100.000000 Penalty: 5266.190430
	Iteration 75Q: 3 clusters Score -6330100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6330112.500000 Penalty: 5266.190430
	Iteration 76Q: 3 clusters Score -6330112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6330143.500000 Penalty: 5266.190430
	Iteration 77Q: 3 clusters Score -6330144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6330145.500000 Penalty: 5266.190430
	Iteration 78Q: 3 clusters Score -6330146 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6330165.000000 Penalty: 5266.190430
	Iteration 79Q: 3 clusters Score -6330165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6330180.000000 Penalty: 5266.190430
	Iteration 80F: 3 clusters Score -6330180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6330187.000000 Penalty: 5266.190430
	Iteration 81Q: 3 clusters Score -6330187 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6330209.000000 Penalty: 5266.190430
	Iteration 82Q: 3 clusters Score -6330209 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6330216.000000 Penalty: 5266.190430
	Iteration 83Q: 3 clusters Score -6330216 nChanged 41
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Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6330222.000000 Penalty: 5266.190430
	Iteration 84Q: 3 clusters Score -6330222 nChanged 42
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Mstep: Class 1 contains 39397 members 
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Entering Unmasked Estep 
Score: -6330256.500000 Penalty: 5266.190430
	Iteration 85Q: 3 clusters Score -6330256 nChanged 47
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Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6330266.000000 Penalty: 5266.190430
	Iteration 86Q: 3 clusters Score -6330266 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6330275.500000 Penalty: 5266.190430
	Iteration 87Q: 3 clusters Score -6330276 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6330286.000000 Penalty: 5266.190430
	Iteration 88Q: 3 clusters Score -6330286 nChanged 38
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Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6330295.500000 Penalty: 5266.190430
	Iteration 89Q: 3 clusters Score -6330296 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6330307.000000 Penalty: 5266.190430
	Iteration 90Q: 3 clusters Score -6330307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6330328.000000 Penalty: 5266.190430
	Iteration 91Q: 3 clusters Score -6330328 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6330325.000000 Penalty: 5266.190430
	Iteration 92Q: 3 clusters Score -6330325 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6330342.000000 Penalty: 5266.190430
	Iteration 93Q: 3 clusters Score -6330342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6330345.000000 Penalty: 5266.190430
	Iteration 94Q: 3 clusters Score -6330345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6330353.500000 Penalty: 5266.190430
	Iteration 95Q: 3 clusters Score -6330354 nChanged 19
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Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6330365.500000 Penalty: 5266.190430
	Iteration 96Q: 3 clusters Score -6330366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6330358.000000 Penalty: 5266.190430
	Iteration 97Q: 3 clusters Score -6330358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6330365.000000 Penalty: 5266.190430
	Iteration 98Q: 3 clusters Score -6330365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6330367.000000 Penalty: 5266.190430
	Iteration 99Q: 3 clusters Score -6330367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6330372.500000 Penalty: 5266.190430
	Iteration 100F: 3 clusters Score -6330372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6330375.500000 Penalty: 5266.190430
	Iteration 101Q: 3 clusters Score -6330376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6330380.000000 Penalty: 5266.190430
	Iteration 102Q: 3 clusters Score -6330380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6330380.500000 Penalty: 5266.190430
	Iteration 103Q: 3 clusters Score -6330380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6330378.500000 Penalty: 5266.190430
	Iteration 104Q: 3 clusters Score -6330378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6330392.000000 Penalty: 5266.190430
	Iteration 105Q: 3 clusters Score -6330392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6330394.000000 Penalty: 5266.190430
	Iteration 106Q: 3 clusters Score -6330394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6330400.000000 Penalty: 5266.190430
	Iteration 107Q: 3 clusters Score -6330400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6330406.000000 Penalty: 5266.190430
	Iteration 108Q: 3 clusters Score -6330406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6330408.000000 Penalty: 5266.190430
	Iteration 109Q: 3 clusters Score -6330408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6330404.500000 Penalty: 5266.190430
	Iteration 110Q: 3 clusters Score -6330404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6330403.000000 Penalty: 5266.190430
	Iteration 111Q: 3 clusters Score -6330403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6330405.500000 Penalty: 5266.190430
	Iteration 112Q: 3 clusters Score -6330406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6330405.500000 Penalty: 5266.190430
	Iteration 113F: 3 clusters Score -6330406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Entering Unmasked Estep 
Score: -9388956.000000 Penalty: 2729.102783
	Iteration 0F: 2 clusters Score -9388956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -9348844.000000 Penalty: 5458.205566
	Iteration 0F: 3 clusters Score -9348844 nChanged 27989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -9364090.000000 Penalty: 5458.205566
	Iteration 1F: 3 clusters Score -9364090 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -9364559.000000 Penalty: 5458.205566
	Iteration 2Q: 3 clusters Score -9364559 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -9365106.000000 Penalty: 5458.205566
	Iteration 3Q: 3 clusters Score -9365106 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -9365685.000000 Penalty: 5458.205566
	Iteration 4Q: 3 clusters Score -9365685 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -9366540.000000 Penalty: 5458.205566
	Iteration 5Q: 3 clusters Score -9366540 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -9367772.000000 Penalty: 5458.205566
	Iteration 6Q: 3 clusters Score -9367772 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -9369900.000000 Penalty: 5458.205566
	Iteration 7F: 3 clusters Score -9369900 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -9373293.000000 Penalty: 5458.205566
	Iteration 8F: 3 clusters Score -9373293 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9377714.000000 Penalty: 5458.205566
	Iteration 9F: 3 clusters Score -9377714 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -9381773.000000 Penalty: 5458.205566
	Iteration 10F: 3 clusters Score -9381773 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -9384410.000000 Penalty: 5458.205566
	Iteration 11Q: 3 clusters Score -9384410 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -9385656.000000 Penalty: 5458.205566
	Iteration 12Q: 3 clusters Score -9385656 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -9386203.000000 Penalty: 5458.205566
	Iteration 13Q: 3 clusters Score -9386203 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9386369.000000 Penalty: 5458.205566
	Iteration 14Q: 3 clusters Score -9386369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -9386464.000000 Penalty: 5458.205566
	Iteration 15Q: 3 clusters Score -9386464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -9386489.000000 Penalty: 5458.205566
	Iteration 16Q: 3 clusters Score -9386489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -9386514.000000 Penalty: 5458.205566
	Iteration 17Q: 3 clusters Score -9386514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -9386534.000000 Penalty: 5458.205566
	Iteration 18Q: 3 clusters Score -9386534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -9386537.000000 Penalty: 5458.205566
	Iteration 19Q: 3 clusters Score -9386537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -9386542.000000 Penalty: 5458.205566
	Iteration 20F: 3 clusters Score -9386542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9386545.000000 Penalty: 5458.205566
	Iteration 21Q: 3 clusters Score -9386545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -9386545.000000 Penalty: 5458.205566
	Iteration 22Q: 3 clusters Score -9386545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -9386544.000000 Penalty: 5458.205566
	Iteration 23Q: 3 clusters Score -9386544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -9386544.000000 Penalty: 5458.205566
	Iteration 24F: 3 clusters Score -9386544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (64409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Entering Unmasked Estep 
Score: -9907631.000000 Penalty: 2746.106201
	Iteration 0F: 2 clusters Score -9907631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -9864716.000000 Penalty: 5492.212402
	Iteration 0F: 3 clusters Score -9864716 nChanged 29945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -9881199.000000 Penalty: 5492.212402
	Iteration 1F: 3 clusters Score -9881199 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -9881849.000000 Penalty: 5492.212402
	Iteration 2Q: 3 clusters Score -9881849 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -9882581.000000 Penalty: 5492.212402
	Iteration 3Q: 3 clusters Score -9882581 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9883574.000000 Penalty: 5492.212402
	Iteration 4Q: 3 clusters Score -9883574 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -9885066.000000 Penalty: 5492.212402
	Iteration 5Q: 3 clusters Score -9885066 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -9887241.000000 Penalty: 5492.212402
	Iteration 6F: 3 clusters Score -9887241 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -9890163.000000 Penalty: 5492.212402
	Iteration 7F: 3 clusters Score -9890163 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -9893596.000000 Penalty: 5492.212402
	Iteration 8F: 3 clusters Score -9893596 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -9897333.000000 Penalty: 5492.212402
	Iteration 9F: 3 clusters Score -9897333 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -9900375.000000 Penalty: 5492.212402
	Iteration 10F: 3 clusters Score -9900375 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -9902365.000000 Penalty: 5492.212402
	Iteration 11Q: 3 clusters Score -9902365 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -9903665.000000 Penalty: 5492.212402
	Iteration 12Q: 3 clusters Score -9903665 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -9904417.000000 Penalty: 5492.212402
	Iteration 13Q: 3 clusters Score -9904417 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -9904814.000000 Penalty: 5492.212402
	Iteration 14Q: 3 clusters Score -9904814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -9905005.000000 Penalty: 5492.212402
	Iteration 15Q: 3 clusters Score -9905005 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -9905106.000000 Penalty: 5492.212402
	Iteration 16Q: 3 clusters Score -9905106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -9905179.000000 Penalty: 5492.212402
	Iteration 17Q: 3 clusters Score -9905179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9905201.000000 Penalty: 5492.212402
	Iteration 18Q: 3 clusters Score -9905201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9905221.000000 Penalty: 5492.212402
	Iteration 19Q: 3 clusters Score -9905221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -9905244.000000 Penalty: 5492.212402
	Iteration 20F: 3 clusters Score -9905244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -9905253.000000 Penalty: 5492.212402
	Iteration 21Q: 3 clusters Score -9905253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -9905270.000000 Penalty: 5492.212402
	Iteration 22Q: 3 clusters Score -9905270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -9905275.000000 Penalty: 5492.212402
	Iteration 23Q: 3 clusters Score -9905275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -9905280.000000 Penalty: 5492.212402
	Iteration 24Q: 3 clusters Score -9905280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -9905279.000000 Penalty: 5492.212402
	Iteration 25Q: 3 clusters Score -9905279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -9905279.000000 Penalty: 5492.212402
	Iteration 26Q: 3 clusters Score -9905279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -9905279.000000 Penalty: 5492.212402
	Iteration 27Q: 3 clusters Score -9905279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -9905279.000000 Penalty: 5492.212402
	Iteration 28F: 3 clusters Score -9905279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (100866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Entering Unmasked Estep 
Score: -15634943.000000 Penalty: 2857.343994
	Iteration 0F: 2 clusters Score -1.563494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -15571327.000000 Penalty: 5714.687988
	Iteration 0F: 3 clusters Score -1.557133e+07 nChanged 47671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -15597994.000000 Penalty: 5714.687988
	Iteration 1F: 3 clusters Score -1.559799e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -15598599.000000 Penalty: 5714.687988
	Iteration 2Q: 3 clusters Score -1.55986e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -15599181.000000 Penalty: 5714.687988
	Iteration 3Q: 3 clusters Score -1.559918e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -15599879.000000 Penalty: 5714.687988
	Iteration 4Q: 3 clusters Score -1.559988e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -15600660.000000 Penalty: 5714.687988
	Iteration 5Q: 3 clusters Score -1.560066e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -15601691.000000 Penalty: 5714.687988
	Iteration 6Q: 3 clusters Score -1.560169e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -15603055.000000 Penalty: 5714.687988
	Iteration 7Q: 3 clusters Score -1.560306e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -15605331.000000 Penalty: 5714.687988
	Iteration 8Q: 3 clusters Score -1.560533e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -15608578.000000 Penalty: 5714.687988
	Iteration 9F: 3 clusters Score -1.560858e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -15612739.000000 Penalty: 5714.687988
	Iteration 10F: 3 clusters Score -1.561274e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -15617078.000000 Penalty: 5714.687988
	Iteration 11F: 3 clusters Score -1.561708e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -15620756.000000 Penalty: 5714.687988
	Iteration 12F: 3 clusters Score -1.562076e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -15623233.000000 Penalty: 5714.687988
	Iteration 13Q: 3 clusters Score -1.562323e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -15624802.000000 Penalty: 5714.687988
	Iteration 14Q: 3 clusters Score -1.56248e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -15625742.000000 Penalty: 5714.687988
	Iteration 15Q: 3 clusters Score -1.562574e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -15626425.000000 Penalty: 5714.687988
	Iteration 16Q: 3 clusters Score -1.562642e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -15626989.000000 Penalty: 5714.687988
	Iteration 17Q: 3 clusters Score -1.562699e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -15627597.000000 Penalty: 5714.687988
	Iteration 18Q: 3 clusters Score -1.56276e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -15628226.000000 Penalty: 5714.687988
	Iteration 19Q: 3 clusters Score -1.562823e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -15628866.000000 Penalty: 5714.687988
	Iteration 20F: 3 clusters Score -1.562887e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -15629361.000000 Penalty: 5714.687988
	Iteration 21Q: 3 clusters Score -1.562936e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -15629872.000000 Penalty: 5714.687988
	Iteration 22Q: 3 clusters Score -1.562987e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -15630296.000000 Penalty: 5714.687988
	Iteration 23Q: 3 clusters Score -1.56303e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -15630709.000000 Penalty: 5714.687988
	Iteration 24Q: 3 clusters Score -1.563071e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -15630952.000000 Penalty: 5714.687988
	Iteration 25Q: 3 clusters Score -1.563095e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -15631174.000000 Penalty: 5714.687988
	Iteration 26Q: 3 clusters Score -1.563117e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -15631331.000000 Penalty: 5714.687988
	Iteration 27Q: 3 clusters Score -1.563133e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 95862 members 
Entering Unmasked Estep 
Score: -15631508.000000 Penalty: 5714.687988
	Iteration 28Q: 3 clusters Score -1.563151e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -15631570.000000 Penalty: 5714.687988
	Iteration 29Q: 3 clusters Score -1.563157e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -15631668.000000 Penalty: 5714.687988
	Iteration 30Q: 3 clusters Score -1.563167e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -15631759.000000 Penalty: 5714.687988
	Iteration 31Q: 3 clusters Score -1.563176e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -15631869.000000 Penalty: 5714.687988
	Iteration 32Q: 3 clusters Score -1.563187e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -15631976.000000 Penalty: 5714.687988
	Iteration 33Q: 3 clusters Score -1.563198e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -15632046.000000 Penalty: 5714.687988
	Iteration 34Q: 3 clusters Score -1.563205e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -15632104.000000 Penalty: 5714.687988
	Iteration 35Q: 3 clusters Score -1.56321e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -15632190.000000 Penalty: 5714.687988
	Iteration 36Q: 3 clusters Score -1.563219e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -15632253.000000 Penalty: 5714.687988
	Iteration 37Q: 3 clusters Score -1.563225e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -15632348.000000 Penalty: 5714.687988
	Iteration 38Q: 3 clusters Score -1.563235e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -15632360.000000 Penalty: 5714.687988
	Iteration 39Q: 3 clusters Score -1.563236e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -15632410.000000 Penalty: 5714.687988
	Iteration 40F: 3 clusters Score -1.563241e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -15632422.000000 Penalty: 5714.687988
	Iteration 41Q: 3 clusters Score -1.563242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -15632431.000000 Penalty: 5714.687988
	Iteration 42Q: 3 clusters Score -1.563243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -15632478.000000 Penalty: 5714.687988
	Iteration 43Q: 3 clusters Score -1.563248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -15632497.000000 Penalty: 5714.687988
	Iteration 44Q: 3 clusters Score -1.56325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -15632499.000000 Penalty: 5714.687988
	Iteration 45Q: 3 clusters Score -1.56325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -15632508.000000 Penalty: 5714.687988
	Iteration 46Q: 3 clusters Score -1.563251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -15632534.000000 Penalty: 5714.687988
	Iteration 47Q: 3 clusters Score -1.563253e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -15632543.000000 Penalty: 5714.687988
	Iteration 48Q: 3 clusters Score -1.563254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -15632549.000000 Penalty: 5714.687988
	Iteration 49Q: 3 clusters Score -1.563255e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -15632556.000000 Penalty: 5714.687988
	Iteration 50Q: 3 clusters Score -1.563256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -15632578.000000 Penalty: 5714.687988
	Iteration 51Q: 3 clusters Score -1.563258e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -15632608.000000 Penalty: 5714.687988
	Iteration 52Q: 3 clusters Score -1.563261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -15632621.000000 Penalty: 5714.687988
	Iteration 53Q: 3 clusters Score -1.563262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -15632637.000000 Penalty: 5714.687988
	Iteration 54Q: 3 clusters Score -1.563264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -15632669.000000 Penalty: 5714.687988
	Iteration 55Q: 3 clusters Score -1.563267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -15632682.000000 Penalty: 5714.687988
	Iteration 56Q: 3 clusters Score -1.563268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 99571 members 
Entering Unmasked Estep 
Score: -15632666.000000 Penalty: 5714.687988
	Iteration 57Q: 3 clusters Score -1.563267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -15632683.000000 Penalty: 5714.687988
	Iteration 58Q: 3 clusters Score -1.563268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -15632685.000000 Penalty: 5714.687988
	Iteration 59Q: 3 clusters Score -1.563268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -15632691.000000 Penalty: 5714.687988
	Iteration 60F: 3 clusters Score -1.563269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -15632705.000000 Penalty: 5714.687988
	Iteration 61Q: 3 clusters Score -1.56327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -15632710.000000 Penalty: 5714.687988
	Iteration 62Q: 3 clusters Score -1.563271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 99656 members 
Entering Unmasked Estep 
Score: -15632717.000000 Penalty: 5714.687988
	Iteration 63Q: 3 clusters Score -1.563272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -15632714.000000 Penalty: 5714.687988
	Iteration 64Q: 3 clusters Score -1.563271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -15632709.000000 Penalty: 5714.687988
	Iteration 65Q: 3 clusters Score -1.563271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -15632706.000000 Penalty: 5714.687988
	Iteration 66Q: 3 clusters Score -1.563271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -15632707.000000 Penalty: 5714.687988
	Iteration 67Q: 3 clusters Score -1.563271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -15632705.000000 Penalty: 5714.687988
	Iteration 68Q: 3 clusters Score -1.56327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -15632703.000000 Penalty: 5714.687988
	Iteration 69Q: 3 clusters Score -1.56327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -15632710.000000 Penalty: 5714.687988
	Iteration 70Q: 3 clusters Score -1.563271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -15632707.000000 Penalty: 5714.687988
	Iteration 71Q: 3 clusters Score -1.563271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -15632698.000000 Penalty: 5714.687988
	Iteration 72Q: 3 clusters Score -1.56327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -15632714.000000 Penalty: 5714.687988
	Iteration 73Q: 3 clusters Score -1.563271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -15632721.000000 Penalty: 5714.687988
	Iteration 74Q: 3 clusters Score -1.563272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -15632703.000000 Penalty: 5714.687988
	Iteration 75Q: 3 clusters Score -1.56327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -15632722.000000 Penalty: 5714.687988
	Iteration 76Q: 3 clusters Score -1.563272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -15632722.000000 Penalty: 5714.687988
	Iteration 77F: 3 clusters Score -1.563272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -152343.640625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -152343.6 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 537 members 
Entering Unmasked Estep 
Score: -150349.984375 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -150350 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150712.343750 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -150712.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150901.234375 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -150901.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151100.843750 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -151100.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151305.390625 Penalty: 3473.520508
	Iteration 4F: 3 clusters Score -151305.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151527.250000 Penalty: 3473.520508
	Iteration 5F: 3 clusters Score -151527.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151631.125000 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -151631.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151726.546875 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -151726.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -151831.265625 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -151831.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151899.015625 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -151899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151963.093750 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -151963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152016.671875 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -152016.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152077.968750 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -152078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152143.546875 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -152143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152159.781250 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -152159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152166.265625 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -152166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152173.640625 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -152173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152177.687500 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -152177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152177.687500 Penalty: 3473.520508
	Iteration 18F: 3 clusters Score -152177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 102668 members 
Mstep: Class 3 contains 101752 members 
Mstep: Class 4 contains 46590 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 10686 members 
Mstep: Class 7 contains 6567 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 105607 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95339 members 
Mstep: Class 17 contains 19485 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29671 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 40836 members 
Mstep: Class 23 contains 60141 members 
Mstep: Class 24 contains 64409 members 
Mstep: Class 25 contains 100866 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795616.000000 Penalty: 88517.062500
Iteration 159Q: 27 clusters Score -1.377956e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 102718 members 
Mstep: Class 3 contains 101668 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 33474 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 6567 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 55099 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 105642 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95323 members 
Mstep: Class 17 contains 19496 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29659 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 11029 members 
Mstep: Class 22 contains 40859 members 
Mstep: Class 23 contains 60139 members 
Mstep: Class 24 contains 64391 members 
Mstep: Class 25 contains 100874 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795648.000000 Penalty: 88517.062500
Iteration 160F: 27 clusters Score -1.377956e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 101585 members 
Mstep: Class 4 contains 46614 members 
Mstep: Class 5 contains 33475 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55111 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 105648 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95299 members 
Mstep: Class 17 contains 19507 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 40890 members 
Mstep: Class 23 contains 60139 members 
Mstep: Class 24 contains 64381 members 
Mstep: Class 25 contains 100885 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795872.000000 Penalty: 88517.062500
Iteration 161Q: 27 clusters Score -1.377959e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 102788 members 
Mstep: Class 3 contains 101510 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 33467 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 6565 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55124 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 105657 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95278 members 
Mstep: Class 17 contains 19518 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29640 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 11022 members 
Mstep: Class 22 contains 40914 members 
Mstep: Class 23 contains 60145 members 
Mstep: Class 24 contains 64398 members 
Mstep: Class 25 contains 100895 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795744.000000 Penalty: 88517.062500
Iteration 162Q: 27 clusters Score -1.377957e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 102803 members 
Mstep: Class 3 contains 101496 members 
Mstep: Class 4 contains 46619 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 6563 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 55134 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10534 members 
Mstep: Class 14 contains 105628 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95244 members 
Mstep: Class 17 contains 19521 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29638 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 11018 members 
Mstep: Class 22 contains 40939 members 
Mstep: Class 23 contains 60152 members 
Mstep: Class 24 contains 64405 members 
Mstep: Class 25 contains 100915 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796000.000000 Penalty: 88517.062500
Iteration 163Q: 27 clusters Score -1.37796e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 102856 members 
Mstep: Class 3 contains 101440 members 
Mstep: Class 4 contains 46621 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 6560 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 55159 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 105610 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95200 members 
Mstep: Class 17 contains 19519 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29639 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 11015 members 
Mstep: Class 22 contains 40955 members 
Mstep: Class 23 contains 60154 members 
Mstep: Class 24 contains 64401 members 
Mstep: Class 25 contains 100936 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796064.000000 Penalty: 88517.062500
Iteration 164Q: 27 clusters Score -1.377961e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 102893 members 
Mstep: Class 3 contains 101407 members 
Mstep: Class 4 contains 46626 members 
Mstep: Class 5 contains 33479 members 
Mstep: Class 6 contains 10723 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 55190 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 105600 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95165 members 
Mstep: Class 17 contains 19524 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29639 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 11005 members 
Mstep: Class 22 contains 40972 members 
Mstep: Class 23 contains 60132 members 
Mstep: Class 24 contains 64394 members 
Mstep: Class 25 contains 100950 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137795984.000000 Penalty: 88517.062500
Iteration 165Q: 27 clusters Score -1.37796e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 102943 members 
Mstep: Class 3 contains 101379 members 
Mstep: Class 4 contains 46633 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 55188 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 105632 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95150 members 
Mstep: Class 17 contains 19530 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29631 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 40991 members 
Mstep: Class 23 contains 60113 members 
Mstep: Class 24 contains 64365 members 
Mstep: Class 25 contains 100960 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796192.000000 Penalty: 88517.062500
Iteration 166Q: 27 clusters Score -1.377962e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 103003 members 
Mstep: Class 3 contains 101324 members 
Mstep: Class 4 contains 46643 members 
Mstep: Class 5 contains 33471 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 55188 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 105657 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95145 members 
Mstep: Class 17 contains 19534 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29630 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 41002 members 
Mstep: Class 23 contains 60086 members 
Mstep: Class 24 contains 64350 members 
Mstep: Class 25 contains 100987 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796352.000000 Penalty: 88517.062500
Iteration 167Q: 27 clusters Score -1.377964e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 103070 members 
Mstep: Class 3 contains 101272 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 33465 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 105644 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95142 members 
Mstep: Class 17 contains 19540 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29628 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10990 members 
Mstep: Class 22 contains 41022 members 
Mstep: Class 23 contains 60063 members 
Mstep: Class 24 contains 64328 members 
Mstep: Class 25 contains 101011 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796544.000000 Penalty: 88517.062500
Iteration 168Q: 27 clusters Score -1.377965e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103144 members 
Mstep: Class 3 contains 101265 members 
Mstep: Class 4 contains 46655 members 
Mstep: Class 5 contains 33462 members 
Mstep: Class 6 contains 10755 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 55214 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 105616 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95130 members 
Mstep: Class 17 contains 19548 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29619 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10982 members 
Mstep: Class 22 contains 41024 members 
Mstep: Class 23 contains 60059 members 
Mstep: Class 24 contains 64306 members 
Mstep: Class 25 contains 101023 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796560.000000 Penalty: 88517.062500
Iteration 169Q: 27 clusters Score -1.377966e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 103248 members 
Mstep: Class 3 contains 101223 members 
Mstep: Class 4 contains 46663 members 
Mstep: Class 5 contains 33459 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 55227 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 105593 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95118 members 
Mstep: Class 17 contains 19547 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29629 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10976 members 
Mstep: Class 22 contains 41027 members 
Mstep: Class 23 contains 60053 members 
Mstep: Class 24 contains 64281 members 
Mstep: Class 25 contains 101019 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796384.000000 Penalty: 88517.062500
Iteration 170Q: 27 clusters Score -1.377964e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 103337 members 
Mstep: Class 3 contains 101171 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 5 contains 33458 members 
Mstep: Class 6 contains 10776 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 105538 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95160 members 
Mstep: Class 17 contains 19548 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29626 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 41041 members 
Mstep: Class 23 contains 60049 members 
Mstep: Class 24 contains 64258 members 
Mstep: Class 25 contains 101023 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796736.000000 Penalty: 88517.062500
Iteration 171Q: 27 clusters Score -1.377967e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 103387 members 
Mstep: Class 3 contains 101158 members 
Mstep: Class 4 contains 46676 members 
Mstep: Class 5 contains 33451 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 55208 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 105490 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95183 members 
Mstep: Class 17 contains 19551 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 41067 members 
Mstep: Class 23 contains 60055 members 
Mstep: Class 24 contains 64237 members 
Mstep: Class 25 contains 101043 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137796864.000000 Penalty: 88517.062500
Iteration 172Q: 27 clusters Score -1.377969e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 101155 members 
Mstep: Class 4 contains 46679 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 55211 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 105418 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95194 members 
Mstep: Class 17 contains 19554 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29622 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 10954 members 
Mstep: Class 22 contains 41108 members 
Mstep: Class 23 contains 60059 members 
Mstep: Class 24 contains 64216 members 
Mstep: Class 25 contains 101093 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797152.000000 Penalty: 88517.062500
Iteration 173Q: 27 clusters Score -1.377972e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 103461 members 
Mstep: Class 3 contains 101159 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 33415 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 55197 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 105332 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95223 members 
Mstep: Class 17 contains 19560 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29615 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 10946 members 
Mstep: Class 22 contains 41130 members 
Mstep: Class 23 contains 60078 members 
Mstep: Class 24 contains 64194 members 
Mstep: Class 25 contains 101121 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797232.000000 Penalty: 88517.062500
Iteration 174Q: 27 clusters Score -1.377972e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 103482 members 
Mstep: Class 3 contains 101155 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 33415 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 55191 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10378 members 
Mstep: Class 14 contains 105269 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95227 members 
Mstep: Class 17 contains 19565 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29611 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 60086 members 
Mstep: Class 24 contains 64184 members 
Mstep: Class 25 contains 101156 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797264.000000 Penalty: 88517.062500
Iteration 175Q: 27 clusters Score -1.377973e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 103547 members 
Mstep: Class 3 contains 101155 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 33412 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55168 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 105197 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95266 members 
Mstep: Class 17 contains 19575 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29605 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 41159 members 
Mstep: Class 23 contains 60084 members 
Mstep: Class 24 contains 64159 members 
Mstep: Class 25 contains 101150 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797488.000000 Penalty: 88517.062500
Iteration 176Q: 27 clusters Score -1.377975e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 103583 members 
Mstep: Class 3 contains 101147 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 33414 members 
Mstep: Class 6 contains 10823 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55164 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10365 members 
Mstep: Class 14 contains 105153 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95258 members 
Mstep: Class 17 contains 19581 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29606 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 41159 members 
Mstep: Class 23 contains 60078 members 
Mstep: Class 24 contains 64147 members 
Mstep: Class 25 contains 101190 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797648.000000 Penalty: 88517.062500
Iteration 177Q: 27 clusters Score -1.377976e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 103581 members 
Mstep: Class 3 contains 101149 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 33412 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55173 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 105123 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95254 members 
Mstep: Class 17 contains 19589 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29590 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 41174 members 
Mstep: Class 23 contains 60072 members 
Mstep: Class 24 contains 64142 members 
Mstep: Class 25 contains 101220 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797392.000000 Penalty: 88517.062500
Iteration 178Q: 27 clusters Score -1.377974e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 103610 members 
Mstep: Class 3 contains 101144 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 33406 members 
Mstep: Class 6 contains 10831 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 55173 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10350 members 
Mstep: Class 14 contains 105087 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95261 members 
Mstep: Class 17 contains 19590 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 29593 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 22 contains 41172 members 
Mstep: Class 23 contains 60073 members 
Mstep: Class 24 contains 64143 members 
Mstep: Class 25 contains 101236 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797520.000000 Penalty: 88517.062500
Iteration 179Q: 27 clusters Score -1.377975e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 103629 members 
Mstep: Class 3 contains 101137 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 33399 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 55170 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 105052 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95256 members 
Mstep: Class 17 contains 19588 members 
Mstep: Class 18 contains 500 members 
Mstep: Class 19 contains 29590 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10938 members 
Mstep: Class 22 contains 41185 members 
Mstep: Class 23 contains 60081 members 
Mstep: Class 24 contains 64140 members 
Mstep: Class 25 contains 101251 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137797856.000000 Penalty: 88517.062500
Iteration 180F: 27 clusters Score -1.377979e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 103610 members 
Mstep: Class 3 contains 101144 members 
Mstep: Class 4 contains 46706 members 
Mstep: Class 5 contains 33394 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55186 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 105052 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95229 members 
Mstep: Class 17 contains 19591 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29586 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 41190 members 
Mstep: Class 23 contains 60089 members 
Mstep: Class 24 contains 64118 members 
Mstep: Class 25 contains 101283 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798032.000000 Penalty: 88517.062500
Iteration 181Q: 27 clusters Score -1.37798e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 103567 members 
Mstep: Class 3 contains 101179 members 
Mstep: Class 4 contains 46710 members 
Mstep: Class 5 contains 33390 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 55194 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 105080 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95220 members 
Mstep: Class 17 contains 19590 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29585 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41191 members 
Mstep: Class 23 contains 60083 members 
Mstep: Class 24 contains 64103 members 
Mstep: Class 25 contains 101294 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798240.000000 Penalty: 88517.062500
Iteration 182Q: 27 clusters Score -1.377982e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103482 members 
Mstep: Class 3 contains 101240 members 
Mstep: Class 4 contains 46709 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 10855 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 55207 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 105111 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95192 members 
Mstep: Class 17 contains 19591 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29593 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 41195 members 
Mstep: Class 23 contains 60078 members 
Mstep: Class 24 contains 64093 members 
Mstep: Class 25 contains 101306 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798256.000000 Penalty: 88517.062500
Iteration 183Q: 27 clusters Score -1.377983e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103419 members 
Mstep: Class 3 contains 101251 members 
Mstep: Class 4 contains 46708 members 
Mstep: Class 5 contains 33381 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 105161 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95177 members 
Mstep: Class 17 contains 19596 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29594 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10942 members 
Mstep: Class 22 contains 41208 members 
Mstep: Class 23 contains 60086 members 
Mstep: Class 24 contains 64081 members 
Mstep: Class 25 contains 101313 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798432.000000 Penalty: 88517.062500
Iteration 184Q: 27 clusters Score -1.377984e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103337 members 
Mstep: Class 3 contains 101308 members 
Mstep: Class 4 contains 46709 members 
Mstep: Class 5 contains 33375 members 
Mstep: Class 6 contains 10862 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 105193 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95167 members 
Mstep: Class 17 contains 19600 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29595 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10941 members 
Mstep: Class 22 contains 41218 members 
Mstep: Class 23 contains 60089 members 
Mstep: Class 24 contains 64072 members 
Mstep: Class 25 contains 101322 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798336.000000 Penalty: 88517.062500
Iteration 185Q: 27 clusters Score -1.377983e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 103254 members 
Mstep: Class 3 contains 101330 members 
Mstep: Class 4 contains 46705 members 
Mstep: Class 5 contains 33370 members 
Mstep: Class 6 contains 10864 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 105259 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95146 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29599 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 41227 members 
Mstep: Class 23 contains 60093 members 
Mstep: Class 24 contains 64061 members 
Mstep: Class 25 contains 101351 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798480.000000 Penalty: 88517.062500
Iteration 186Q: 27 clusters Score -1.377985e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 103231 members 
Mstep: Class 3 contains 101341 members 
Mstep: Class 4 contains 46708 members 
Mstep: Class 5 contains 33363 members 
Mstep: Class 6 contains 10866 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10318 members 
Mstep: Class 14 contains 105308 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95128 members 
Mstep: Class 17 contains 19598 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29602 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41236 members 
Mstep: Class 23 contains 60093 members 
Mstep: Class 24 contains 64042 members 
Mstep: Class 25 contains 101351 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798448.000000 Penalty: 88517.062500
Iteration 187Q: 27 clusters Score -1.377984e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 103197 members 
Mstep: Class 3 contains 101352 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 33359 members 
Mstep: Class 6 contains 10869 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 55216 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 105361 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95105 members 
Mstep: Class 17 contains 19600 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 41252 members 
Mstep: Class 23 contains 60098 members 
Mstep: Class 24 contains 64019 members 
Mstep: Class 25 contains 101343 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798528.000000 Penalty: 88517.062500
Iteration 188Q: 27 clusters Score -1.377985e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 103121 members 
Mstep: Class 3 contains 101402 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 33360 members 
Mstep: Class 6 contains 10870 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 55234 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 105372 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95094 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10932 members 
Mstep: Class 22 contains 41265 members 
Mstep: Class 23 contains 60103 members 
Mstep: Class 24 contains 64001 members 
Mstep: Class 25 contains 101354 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798736.000000 Penalty: 88517.062500
Iteration 189Q: 27 clusters Score -1.377987e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 103049 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 46717 members 
Mstep: Class 5 contains 33349 members 
Mstep: Class 6 contains 10871 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 55241 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 105426 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95073 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29602 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 41279 members 
Mstep: Class 23 contains 60100 members 
Mstep: Class 24 contains 63983 members 
Mstep: Class 25 contains 101326 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137798944.000000 Penalty: 88517.062500
Iteration 190Q: 27 clusters Score -1.377989e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 102989 members 
Mstep: Class 3 contains 101533 members 
Mstep: Class 4 contains 46715 members 
Mstep: Class 5 contains 33336 members 
Mstep: Class 6 contains 10873 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10307 members 
Mstep: Class 14 contains 105492 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95028 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29608 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10942 members 
Mstep: Class 22 contains 41296 members 
Mstep: Class 23 contains 60112 members 
Mstep: Class 24 contains 63961 members 
Mstep: Class 25 contains 101307 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799168.000000 Penalty: 88517.062500
Iteration 191Q: 27 clusters Score -1.377992e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 102921 members 
Mstep: Class 3 contains 101581 members 
Mstep: Class 4 contains 46712 members 
Mstep: Class 5 contains 33329 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55217 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 105566 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 95006 members 
Mstep: Class 17 contains 19601 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29607 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 41307 members 
Mstep: Class 23 contains 60120 members 
Mstep: Class 24 contains 63954 members 
Mstep: Class 25 contains 101286 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799008.000000 Penalty: 88517.062500
Iteration 192Q: 27 clusters Score -1.37799e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 102872 members 
Mstep: Class 3 contains 101604 members 
Mstep: Class 4 contains 46710 members 
Mstep: Class 5 contains 33325 members 
Mstep: Class 6 contains 10877 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 105640 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94990 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29605 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10947 members 
Mstep: Class 22 contains 41319 members 
Mstep: Class 23 contains 60121 members 
Mstep: Class 24 contains 63944 members 
Mstep: Class 25 contains 101279 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799408.000000 Penalty: 88517.062500
Iteration 193Q: 27 clusters Score -1.377994e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 102819 members 
Mstep: Class 3 contains 101594 members 
Mstep: Class 4 contains 46709 members 
Mstep: Class 5 contains 33316 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 105712 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94975 members 
Mstep: Class 17 contains 19606 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29609 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 10942 members 
Mstep: Class 22 contains 41326 members 
Mstep: Class 23 contains 60132 members 
Mstep: Class 24 contains 63927 members 
Mstep: Class 25 contains 101293 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799616.000000 Penalty: 88517.062500
Iteration 194Q: 27 clusters Score -1.377996e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 102789 members 
Mstep: Class 3 contains 101574 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 33310 members 
Mstep: Class 6 contains 10879 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 55200 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 105762 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94961 members 
Mstep: Class 17 contains 19606 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29613 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 10942 members 
Mstep: Class 22 contains 41329 members 
Mstep: Class 23 contains 60139 members 
Mstep: Class 24 contains 63918 members 
Mstep: Class 25 contains 101307 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799472.000000 Penalty: 88517.062500
Iteration 195Q: 27 clusters Score -1.377995e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 102769 members 
Mstep: Class 3 contains 101542 members 
Mstep: Class 4 contains 46712 members 
Mstep: Class 5 contains 33307 members 
Mstep: Class 6 contains 10883 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 105823 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94950 members 
Mstep: Class 17 contains 19607 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 10938 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 60151 members 
Mstep: Class 24 contains 63911 members 
Mstep: Class 25 contains 101310 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799504.000000 Penalty: 88517.062500
Iteration 196Q: 27 clusters Score -1.377995e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 102747 members 
Mstep: Class 3 contains 101513 members 
Mstep: Class 4 contains 46718 members 
Mstep: Class 5 contains 33304 members 
Mstep: Class 6 contains 10889 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55164 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 105882 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94927 members 
Mstep: Class 17 contains 19605 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29622 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 22 contains 41367 members 
Mstep: Class 23 contains 60158 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 101309 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799648.000000 Penalty: 88517.062500
Iteration 197Q: 27 clusters Score -1.377996e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 101490 members 
Mstep: Class 4 contains 46726 members 
Mstep: Class 5 contains 33288 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55147 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 105926 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94910 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10938 members 
Mstep: Class 22 contains 41388 members 
Mstep: Class 23 contains 60154 members 
Mstep: Class 24 contains 63906 members 
Mstep: Class 25 contains 101311 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799776.000000 Penalty: 88517.062500
Iteration 198Q: 27 clusters Score -1.377998e+08 nChanged 800
Entering ConstructFrom: 
Score: -137799776.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -1219270.125000 Penalty: 2225.705322
	Iteration 0F: 2 clusters Score -1219270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1212917.875000 Penalty: 4451.410645
	Iteration 0F: 3 clusters Score -1212918 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1214660.750000 Penalty: 4451.410645
	Iteration 1F: 3 clusters Score -1214661 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1214964.375000 Penalty: 4451.410645
	Iteration 2F: 3 clusters Score -1214964 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1215219.500000 Penalty: 4451.410645
	Iteration 3F: 3 clusters Score -1215220 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1215469.875000 Penalty: 4451.410645
	Iteration 4F: 3 clusters Score -1215470 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1215736.000000 Penalty: 4451.410645
	Iteration 5F: 3 clusters Score -1215736 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1216024.000000 Penalty: 4451.410645
	Iteration 6Q: 3 clusters Score -1216024 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1216351.500000 Penalty: 4451.410645
	Iteration 7F: 3 clusters Score -1216352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1216688.375000 Penalty: 4451.410645
	Iteration 8Q: 3 clusters Score -1216688 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1216944.125000 Penalty: 4451.410645
	Iteration 9Q: 3 clusters Score -1216944 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1217141.125000 Penalty: 4451.410645
	Iteration 10Q: 3 clusters Score -1217141 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1217299.625000 Penalty: 4451.410645
	Iteration 11Q: 3 clusters Score -1217300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1217375.000000 Penalty: 4451.410645
	Iteration 12Q: 3 clusters Score -1217375 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1217431.000000 Penalty: 4451.410645
	Iteration 13Q: 3 clusters Score -1217431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1217458.500000 Penalty: 4451.410645
	Iteration 14Q: 3 clusters Score -1217458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1217479.875000 Penalty: 4451.410645
	Iteration 15Q: 3 clusters Score -1217480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1217496.000000 Penalty: 4451.410645
	Iteration 16Q: 3 clusters Score -1217496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1217517.625000 Penalty: 4451.410645
	Iteration 17Q: 3 clusters Score -1217518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1217528.500000 Penalty: 4451.410645
	Iteration 18Q: 3 clusters Score -1217528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1217545.625000 Penalty: 4451.410645
	Iteration 19Q: 3 clusters Score -1217546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1217554.625000 Penalty: 4451.410645
	Iteration 20F: 3 clusters Score -1217555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1217563.500000 Penalty: 4451.410645
	Iteration 21Q: 3 clusters Score -1217564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1217569.500000 Penalty: 4451.410645
	Iteration 22Q: 3 clusters Score -1217570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1217572.625000 Penalty: 4451.410645
	Iteration 23Q: 3 clusters Score -1217573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1217580.375000 Penalty: 4451.410645
	Iteration 24Q: 3 clusters Score -1217580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1217580.500000 Penalty: 4451.410645
	Iteration 25Q: 3 clusters Score -1217580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1217580.750000 Penalty: 4451.410645
	Iteration 26Q: 3 clusters Score -1217581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1217583.125000 Penalty: 4451.410645
	Iteration 27Q: 3 clusters Score -1217583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1217583.125000 Penalty: 4451.410645
	Iteration 28Q: 3 clusters Score -1217583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1217584.750000 Penalty: 4451.410645
	Iteration 29Q: 3 clusters Score -1217585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1217585.000000 Penalty: 4451.410645
	Iteration 30Q: 3 clusters Score -1217585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1217585.750000 Penalty: 4451.410645
	Iteration 31Q: 3 clusters Score -1217586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1217585.750000 Penalty: 4451.410645
	Iteration 32Q: 3 clusters Score -1217586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1217587.875000 Penalty: 4451.410645
	Iteration 33Q: 3 clusters Score -1217588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1217589.000000 Penalty: 4451.410645
	Iteration 34Q: 3 clusters Score -1217589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1217588.500000 Penalty: 4451.410645
	Iteration 35Q: 3 clusters Score -1217588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1217587.000000 Penalty: 4451.410645
	Iteration 36Q: 3 clusters Score -1217587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1217589.625000 Penalty: 4451.410645
	Iteration 37Q: 3 clusters Score -1217590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1217589.875000 Penalty: 4451.410645
	Iteration 38Q: 3 clusters Score -1217590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1217589.875000 Penalty: 4451.410645
	Iteration 39F: 3 clusters Score -1217590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Entering Unmasked Estep 
Score: -15808531.000000 Penalty: 2862.013184
	Iteration 0F: 2 clusters Score -1.580853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -15741199.000000 Penalty: 5724.026367
	Iteration 0F: 3 clusters Score -1.57412e+07 nChanged 48574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -15768543.000000 Penalty: 5724.026367
	Iteration 1F: 3 clusters Score -1.576854e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -15769093.000000 Penalty: 5724.026367
	Iteration 2Q: 3 clusters Score -1.576909e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -15769876.000000 Penalty: 5724.026367
	Iteration 3Q: 3 clusters Score -1.576988e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -15770788.000000 Penalty: 5724.026367
	Iteration 4Q: 3 clusters Score -1.577079e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -15772001.000000 Penalty: 5724.026367
	Iteration 5Q: 3 clusters Score -1.5772e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -15773717.000000 Penalty: 5724.026367
	Iteration 6Q: 3 clusters Score -1.577372e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -15776095.000000 Penalty: 5724.026367
	Iteration 7Q: 3 clusters Score -1.57761e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -15779262.000000 Penalty: 5724.026367
	Iteration 8F: 3 clusters Score -1.577926e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -15783836.000000 Penalty: 5724.026367
	Iteration 9F: 3 clusters Score -1.578384e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -15789003.000000 Penalty: 5724.026367
	Iteration 10F: 3 clusters Score -1.5789e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -15793449.000000 Penalty: 5724.026367
	Iteration 11F: 3 clusters Score -1.579345e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -15796085.000000 Penalty: 5724.026367
	Iteration 12F: 3 clusters Score -1.579608e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -15797279.000000 Penalty: 5724.026367
	Iteration 13Q: 3 clusters Score -1.579728e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -15798159.000000 Penalty: 5724.026367
	Iteration 14Q: 3 clusters Score -1.579816e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -15798986.000000 Penalty: 5724.026367
	Iteration 15Q: 3 clusters Score -1.579899e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -15799898.000000 Penalty: 5724.026367
	Iteration 16Q: 3 clusters Score -1.57999e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -15800916.000000 Penalty: 5724.026367
	Iteration 17Q: 3 clusters Score -1.580092e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -15801907.000000 Penalty: 5724.026367
	Iteration 18Q: 3 clusters Score -1.580191e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -15802740.000000 Penalty: 5724.026367
	Iteration 19Q: 3 clusters Score -1.580274e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -15803342.000000 Penalty: 5724.026367
	Iteration 20F: 3 clusters Score -1.580334e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -15803767.000000 Penalty: 5724.026367
	Iteration 21Q: 3 clusters Score -1.580377e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -15803976.000000 Penalty: 5724.026367
	Iteration 22Q: 3 clusters Score -1.580398e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -15804349.000000 Penalty: 5724.026367
	Iteration 23Q: 3 clusters Score -1.580435e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -15804639.000000 Penalty: 5724.026367
	Iteration 24Q: 3 clusters Score -1.580464e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -15804839.000000 Penalty: 5724.026367
	Iteration 25Q: 3 clusters Score -1.580484e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -15805004.000000 Penalty: 5724.026367
	Iteration 26Q: 3 clusters Score -1.5805e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -15805107.000000 Penalty: 5724.026367
	Iteration 27Q: 3 clusters Score -1.580511e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -15805295.000000 Penalty: 5724.026367
	Iteration 28Q: 3 clusters Score -1.58053e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -15805403.000000 Penalty: 5724.026367
	Iteration 29Q: 3 clusters Score -1.58054e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -15805533.000000 Penalty: 5724.026367
	Iteration 30Q: 3 clusters Score -1.580553e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -15805668.000000 Penalty: 5724.026367
	Iteration 31Q: 3 clusters Score -1.580567e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -15805758.000000 Penalty: 5724.026367
	Iteration 32Q: 3 clusters Score -1.580576e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -15805818.000000 Penalty: 5724.026367
	Iteration 33Q: 3 clusters Score -1.580582e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -15806068.000000 Penalty: 5724.026367
	Iteration 34Q: 3 clusters Score -1.580607e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -15806190.000000 Penalty: 5724.026367
	Iteration 35Q: 3 clusters Score -1.580619e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -15806306.000000 Penalty: 5724.026367
	Iteration 36Q: 3 clusters Score -1.580631e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -15806395.000000 Penalty: 5724.026367
	Iteration 37Q: 3 clusters Score -1.58064e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -15806537.000000 Penalty: 5724.026367
	Iteration 38Q: 3 clusters Score -1.580654e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -15806658.000000 Penalty: 5724.026367
	Iteration 39Q: 3 clusters Score -1.580666e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -15806814.000000 Penalty: 5724.026367
	Iteration 40F: 3 clusters Score -1.580681e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -15806981.000000 Penalty: 5724.026367
	Iteration 41Q: 3 clusters Score -1.580698e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -15807129.000000 Penalty: 5724.026367
	Iteration 42Q: 3 clusters Score -1.580713e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -15807191.000000 Penalty: 5724.026367
	Iteration 43Q: 3 clusters Score -1.580719e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -15807267.000000 Penalty: 5724.026367
	Iteration 44Q: 3 clusters Score -1.580727e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -15807288.000000 Penalty: 5724.026367
	Iteration 45Q: 3 clusters Score -1.580729e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -15807315.000000 Penalty: 5724.026367
	Iteration 46Q: 3 clusters Score -1.580732e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -15807337.000000 Penalty: 5724.026367
	Iteration 47Q: 3 clusters Score -1.580734e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -15807439.000000 Penalty: 5724.026367
	Iteration 48Q: 3 clusters Score -1.580744e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -15807455.000000 Penalty: 5724.026367
	Iteration 49Q: 3 clusters Score -1.580746e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -15807491.000000 Penalty: 5724.026367
	Iteration 50Q: 3 clusters Score -1.580749e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -15807554.000000 Penalty: 5724.026367
	Iteration 51Q: 3 clusters Score -1.580755e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -15807621.000000 Penalty: 5724.026367
	Iteration 52Q: 3 clusters Score -1.580762e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -15807628.000000 Penalty: 5724.026367
	Iteration 53Q: 3 clusters Score -1.580763e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -15807652.000000 Penalty: 5724.026367
	Iteration 54Q: 3 clusters Score -1.580765e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -15807641.000000 Penalty: 5724.026367
	Iteration 55Q: 3 clusters Score -1.580764e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -15807615.000000 Penalty: 5724.026367
	Iteration 56Q: 3 clusters Score -1.580762e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -15807645.000000 Penalty: 5724.026367
	Iteration 57Q: 3 clusters Score -1.580764e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -15807690.000000 Penalty: 5724.026367
	Iteration 58Q: 3 clusters Score -1.580769e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -15807718.000000 Penalty: 5724.026367
	Iteration 59Q: 3 clusters Score -1.580772e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -15807749.000000 Penalty: 5724.026367
	Iteration 60F: 3 clusters Score -1.580775e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -15807785.000000 Penalty: 5724.026367
	Iteration 61Q: 3 clusters Score -1.580778e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -15807768.000000 Penalty: 5724.026367
	Iteration 62Q: 3 clusters Score -1.580777e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -15807737.000000 Penalty: 5724.026367
	Iteration 63Q: 3 clusters Score -1.580774e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -15807770.000000 Penalty: 5724.026367
	Iteration 64Q: 3 clusters Score -1.580777e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 92204 members 
Entering Unmasked Estep 
Score: -15807793.000000 Penalty: 5724.026367
	Iteration 65Q: 3 clusters Score -1.580779e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -15807840.000000 Penalty: 5724.026367
	Iteration 66Q: 3 clusters Score -1.580784e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -15807872.000000 Penalty: 5724.026367
	Iteration 67Q: 3 clusters Score -1.580787e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -15807889.000000 Penalty: 5724.026367
	Iteration 68Q: 3 clusters Score -1.580789e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -15807919.000000 Penalty: 5724.026367
	Iteration 69Q: 3 clusters Score -1.580792e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -15807911.000000 Penalty: 5724.026367
	Iteration 70Q: 3 clusters Score -1.580791e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -15807921.000000 Penalty: 5724.026367
	Iteration 71Q: 3 clusters Score -1.580792e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -15807925.000000 Penalty: 5724.026367
	Iteration 72Q: 3 clusters Score -1.580792e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -15807975.000000 Penalty: 5724.026367
	Iteration 73Q: 3 clusters Score -1.580798e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -15807951.000000 Penalty: 5724.026367
	Iteration 74Q: 3 clusters Score -1.580795e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 93986 members 
Entering Unmasked Estep 
Score: -15807930.000000 Penalty: 5724.026367
	Iteration 75Q: 3 clusters Score -1.580793e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -15807951.000000 Penalty: 5724.026367
	Iteration 76Q: 3 clusters Score -1.580795e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -15807950.000000 Penalty: 5724.026367
	Iteration 77Q: 3 clusters Score -1.580795e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -15807915.000000 Penalty: 5724.026367
	Iteration 78Q: 3 clusters Score -1.580792e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -15807878.000000 Penalty: 5724.026367
	Iteration 79Q: 3 clusters Score -1.580788e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -15807879.000000 Penalty: 5724.026367
	Iteration 80F: 3 clusters Score -1.580788e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -15807854.000000 Penalty: 5724.026367
	Iteration 81Q: 3 clusters Score -1.580785e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -15807877.000000 Penalty: 5724.026367
	Iteration 82Q: 3 clusters Score -1.580788e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -15807865.000000 Penalty: 5724.026367
	Iteration 83Q: 3 clusters Score -1.580786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -15807839.000000 Penalty: 5724.026367
	Iteration 84Q: 3 clusters Score -1.580784e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -15807837.000000 Penalty: 5724.026367
	Iteration 85Q: 3 clusters Score -1.580784e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -15807824.000000 Penalty: 5724.026367
	Iteration 86Q: 3 clusters Score -1.580782e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -15807837.000000 Penalty: 5724.026367
	Iteration 87Q: 3 clusters Score -1.580784e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -15807833.000000 Penalty: 5724.026367
	Iteration 88Q: 3 clusters Score -1.580783e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -15807840.000000 Penalty: 5724.026367
	Iteration 89Q: 3 clusters Score -1.580784e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -15807836.000000 Penalty: 5724.026367
	Iteration 90Q: 3 clusters Score -1.580784e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -15807842.000000 Penalty: 5724.026367
	Iteration 91Q: 3 clusters Score -1.580784e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -15807849.000000 Penalty: 5724.026367
	Iteration 92Q: 3 clusters Score -1.580785e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -15807815.000000 Penalty: 5724.026367
	Iteration 93Q: 3 clusters Score -1.580782e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -15807774.000000 Penalty: 5724.026367
	Iteration 94Q: 3 clusters Score -1.580777e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -15807775.000000 Penalty: 5724.026367
	Iteration 95Q: 3 clusters Score -1.580778e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -15807753.000000 Penalty: 5724.026367
	Iteration 96Q: 3 clusters Score -1.580775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -15807745.000000 Penalty: 5724.026367
	Iteration 97Q: 3 clusters Score -1.580774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -15807750.000000 Penalty: 5724.026367
	Iteration 98Q: 3 clusters Score -1.580775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -15807741.000000 Penalty: 5724.026367
	Iteration 99Q: 3 clusters Score -1.580774e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -15807732.000000 Penalty: 5724.026367
	Iteration 100F: 3 clusters Score -1.580773e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -15807738.000000 Penalty: 5724.026367
	Iteration 101Q: 3 clusters Score -1.580774e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -15807687.000000 Penalty: 5724.026367
	Iteration 102Q: 3 clusters Score -1.580769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -15807698.000000 Penalty: 5724.026367
	Iteration 103Q: 3 clusters Score -1.58077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -15807666.000000 Penalty: 5724.026367
	Iteration 104Q: 3 clusters Score -1.580767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -15807684.000000 Penalty: 5724.026367
	Iteration 105Q: 3 clusters Score -1.580768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -15807669.000000 Penalty: 5724.026367
	Iteration 106Q: 3 clusters Score -1.580767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -15807657.000000 Penalty: 5724.026367
	Iteration 107Q: 3 clusters Score -1.580766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -15807665.000000 Penalty: 5724.026367
	Iteration 108Q: 3 clusters Score -1.580766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -15807665.000000 Penalty: 5724.026367
	Iteration 109Q: 3 clusters Score -1.580766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -15807673.000000 Penalty: 5724.026367
	Iteration 110Q: 3 clusters Score -1.580767e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -15807675.000000 Penalty: 5724.026367
	Iteration 111Q: 3 clusters Score -1.580768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -15807672.000000 Penalty: 5724.026367
	Iteration 112Q: 3 clusters Score -1.580767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -15807673.000000 Penalty: 5724.026367
	Iteration 113Q: 3 clusters Score -1.580767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -15807657.000000 Penalty: 5724.026367
	Iteration 114Q: 3 clusters Score -1.580766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -15807662.000000 Penalty: 5724.026367
	Iteration 115Q: 3 clusters Score -1.580766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -15807658.000000 Penalty: 5724.026367
	Iteration 116Q: 3 clusters Score -1.580766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -15807653.000000 Penalty: 5724.026367
	Iteration 117Q: 3 clusters Score -1.580765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -15807645.000000 Penalty: 5724.026367
	Iteration 118Q: 3 clusters Score -1.580764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -15807645.000000 Penalty: 5724.026367
	Iteration 119Q: 3 clusters Score -1.580764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -15807649.000000 Penalty: 5724.026367
	Iteration 120F: 3 clusters Score -1.580765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -15807656.000000 Penalty: 5724.026367
	Iteration 121Q: 3 clusters Score -1.580766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -15807633.000000 Penalty: 5724.026367
	Iteration 122Q: 3 clusters Score -1.580763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -15807629.000000 Penalty: 5724.026367
	Iteration 123Q: 3 clusters Score -1.580763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -15807623.000000 Penalty: 5724.026367
	Iteration 124Q: 3 clusters Score -1.580762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -15807622.000000 Penalty: 5724.026367
	Iteration 125Q: 3 clusters Score -1.580762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -15807652.000000 Penalty: 5724.026367
	Iteration 126Q: 3 clusters Score -1.580765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -15807676.000000 Penalty: 5724.026367
	Iteration 127Q: 3 clusters Score -1.580768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -15807645.000000 Penalty: 5724.026367
	Iteration 128Q: 3 clusters Score -1.580764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -15807655.000000 Penalty: 5724.026367
	Iteration 129Q: 3 clusters Score -1.580766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -15807641.000000 Penalty: 5724.026367
	Iteration 130Q: 3 clusters Score -1.580764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -15807649.000000 Penalty: 5724.026367
	Iteration 131Q: 3 clusters Score -1.580765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -15807635.000000 Penalty: 5724.026367
	Iteration 132Q: 3 clusters Score -1.580764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -15807635.000000 Penalty: 5724.026367
	Iteration 133Q: 3 clusters Score -1.580764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -15807629.000000 Penalty: 5724.026367
	Iteration 134Q: 3 clusters Score -1.580763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -15807630.000000 Penalty: 5724.026367
	Iteration 135Q: 3 clusters Score -1.580763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -15807628.000000 Penalty: 5724.026367
	Iteration 136Q: 3 clusters Score -1.580763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -15807625.000000 Penalty: 5724.026367
	Iteration 137Q: 3 clusters Score -1.580762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -15807606.000000 Penalty: 5724.026367
	Iteration 138Q: 3 clusters Score -1.580761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -15807604.000000 Penalty: 5724.026367
	Iteration 139Q: 3 clusters Score -1.58076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -15807613.000000 Penalty: 5724.026367
	Iteration 140F: 3 clusters Score -1.580761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -15807605.000000 Penalty: 5724.026367
	Iteration 141Q: 3 clusters Score -1.58076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 97467 members 
Entering Unmasked Estep 
Score: -15807614.000000 Penalty: 5724.026367
	Iteration 142Q: 3 clusters Score -1.580761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -15807611.000000 Penalty: 5724.026367
	Iteration 143Q: 3 clusters Score -1.580761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -15807629.000000 Penalty: 5724.026367
	Iteration 144Q: 3 clusters Score -1.580763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -15807612.000000 Penalty: 5724.026367
	Iteration 145Q: 3 clusters Score -1.580761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -15807608.000000 Penalty: 5724.026367
	Iteration 146Q: 3 clusters Score -1.580761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -15807623.000000 Penalty: 5724.026367
	Iteration 147Q: 3 clusters Score -1.580762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -15807623.000000 Penalty: 5724.026367
	Iteration 148Q: 3 clusters Score -1.580762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -15807618.000000 Penalty: 5724.026367
	Iteration 149Q: 3 clusters Score -1.580762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -15807625.000000 Penalty: 5724.026367
	Iteration 150Q: 3 clusters Score -1.580762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -15807610.000000 Penalty: 5724.026367
	Iteration 151Q: 3 clusters Score -1.580761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -15807604.000000 Penalty: 5724.026367
	Iteration 152Q: 3 clusters Score -1.58076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -15807605.000000 Penalty: 5724.026367
	Iteration 153Q: 3 clusters Score -1.58076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -15807617.000000 Penalty: 5724.026367
	Iteration 154Q: 3 clusters Score -1.580762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 97560 members 
Entering Unmasked Estep 
Score: -15807615.000000 Penalty: 5724.026367
	Iteration 155Q: 3 clusters Score -1.580762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -15807610.000000 Penalty: 5724.026367
	Iteration 156Q: 3 clusters Score -1.580761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -15807620.000000 Penalty: 5724.026367
	Iteration 157Q: 3 clusters Score -1.580762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -15807626.000000 Penalty: 5724.026367
	Iteration 158Q: 3 clusters Score -1.580763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -15807629.000000 Penalty: 5724.026367
	Iteration 159Q: 3 clusters Score -1.580763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -15807621.000000 Penalty: 5724.026367
	Iteration 160F: 3 clusters Score -1.580762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -15807622.000000 Penalty: 5724.026367
	Iteration 161Q: 3 clusters Score -1.580762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -15807614.000000 Penalty: 5724.026367
	Iteration 162Q: 3 clusters Score -1.580761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -15807612.000000 Penalty: 5724.026367
	Iteration 163Q: 3 clusters Score -1.580761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -15807608.000000 Penalty: 5724.026367
	Iteration 164Q: 3 clusters Score -1.580761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -15807596.000000 Penalty: 5724.026367
	Iteration 165Q: 3 clusters Score -1.58076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -15807594.000000 Penalty: 5724.026367
	Iteration 166Q: 3 clusters Score -1.580759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -15807587.000000 Penalty: 5724.026367
	Iteration 167Q: 3 clusters Score -1.580759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -15807582.000000 Penalty: 5724.026367
	Iteration 168Q: 3 clusters Score -1.580758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -15807585.000000 Penalty: 5724.026367
	Iteration 169Q: 3 clusters Score -1.580758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -15807585.000000 Penalty: 5724.026367
	Iteration 170Q: 3 clusters Score -1.580758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -15807584.000000 Penalty: 5724.026367
	Iteration 171Q: 3 clusters Score -1.580758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -15807583.000000 Penalty: 5724.026367
	Iteration 172Q: 3 clusters Score -1.580758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -15807579.000000 Penalty: 5724.026367
	Iteration 173Q: 3 clusters Score -1.580758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -15807583.000000 Penalty: 5724.026367
	Iteration 174Q: 3 clusters Score -1.580758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -15807584.000000 Penalty: 5724.026367
	Iteration 175Q: 3 clusters Score -1.580758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -15807584.000000 Penalty: 5724.026367
	Iteration 176F: 3 clusters Score -1.580758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Entering Unmasked Estep 
Score: -15697163.000000 Penalty: 2858.765869
	Iteration 0F: 2 clusters Score -1.569716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -15631210.000000 Penalty: 5717.531738
	Iteration 0F: 3 clusters Score -1.563121e+07 nChanged 48114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -15658720.000000 Penalty: 5717.531738
	Iteration 1F: 3 clusters Score -1.565872e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -15659547.000000 Penalty: 5717.531738
	Iteration 2Q: 3 clusters Score -1.565955e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -15660468.000000 Penalty: 5717.531738
	Iteration 3Q: 3 clusters Score -1.566047e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -15661736.000000 Penalty: 5717.531738
	Iteration 4Q: 3 clusters Score -1.566174e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -15663602.000000 Penalty: 5717.531738
	Iteration 5Q: 3 clusters Score -1.56636e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -15666673.000000 Penalty: 5717.531738
	Iteration 6F: 3 clusters Score -1.566667e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -15671544.000000 Penalty: 5717.531738
	Iteration 7F: 3 clusters Score -1.567154e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -15677598.000000 Penalty: 5717.531738
	Iteration 8F: 3 clusters Score -1.56776e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -15683289.000000 Penalty: 5717.531738
	Iteration 9F: 3 clusters Score -1.568329e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -15687211.000000 Penalty: 5717.531738
	Iteration 10Q: 3 clusters Score -1.568721e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -15689809.000000 Penalty: 5717.531738
	Iteration 11Q: 3 clusters Score -1.568981e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -15691393.000000 Penalty: 5717.531738
	Iteration 12Q: 3 clusters Score -1.569139e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -15692457.000000 Penalty: 5717.531738
	Iteration 13Q: 3 clusters Score -1.569246e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -15693293.000000 Penalty: 5717.531738
	Iteration 14Q: 3 clusters Score -1.569329e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -15693873.000000 Penalty: 5717.531738
	Iteration 15Q: 3 clusters Score -1.569387e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -15694158.000000 Penalty: 5717.531738
	Iteration 16Q: 3 clusters Score -1.569416e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -15694366.000000 Penalty: 5717.531738
	Iteration 17Q: 3 clusters Score -1.569437e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -15694480.000000 Penalty: 5717.531738
	Iteration 18Q: 3 clusters Score -1.569448e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -15694577.000000 Penalty: 5717.531738
	Iteration 19Q: 3 clusters Score -1.569458e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -15694649.000000 Penalty: 5717.531738
	Iteration 20F: 3 clusters Score -1.569465e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -15694697.000000 Penalty: 5717.531738
	Iteration 21Q: 3 clusters Score -1.56947e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -15694731.000000 Penalty: 5717.531738
	Iteration 22Q: 3 clusters Score -1.569473e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -15694781.000000 Penalty: 5717.531738
	Iteration 23Q: 3 clusters Score -1.569478e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -15694802.000000 Penalty: 5717.531738
	Iteration 24Q: 3 clusters Score -1.56948e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -15694800.000000 Penalty: 5717.531738
	Iteration 25Q: 3 clusters Score -1.56948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -15694824.000000 Penalty: 5717.531738
	Iteration 26Q: 3 clusters Score -1.569482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -15694806.000000 Penalty: 5717.531738
	Iteration 27Q: 3 clusters Score -1.569481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -15694811.000000 Penalty: 5717.531738
	Iteration 28Q: 3 clusters Score -1.569481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -15694823.000000 Penalty: 5717.531738
	Iteration 29Q: 3 clusters Score -1.569482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -15694823.000000 Penalty: 5717.531738
	Iteration 30Q: 3 clusters Score -1.569482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -15694839.000000 Penalty: 5717.531738
	Iteration 31Q: 3 clusters Score -1.569484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -15694846.000000 Penalty: 5717.531738
	Iteration 32Q: 3 clusters Score -1.569485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -15694843.000000 Penalty: 5717.531738
	Iteration 33Q: 3 clusters Score -1.569484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -15694846.000000 Penalty: 5717.531738
	Iteration 34Q: 3 clusters Score -1.569485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -15694855.000000 Penalty: 5717.531738
	Iteration 35Q: 3 clusters Score -1.569486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -15694845.000000 Penalty: 5717.531738
	Iteration 36Q: 3 clusters Score -1.569484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -15694844.000000 Penalty: 5717.531738
	Iteration 37Q: 3 clusters Score -1.569484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -15694852.000000 Penalty: 5717.531738
	Iteration 38Q: 3 clusters Score -1.569485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -15694848.000000 Penalty: 5717.531738
	Iteration 39Q: 3 clusters Score -1.569485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -15694858.000000 Penalty: 5717.531738
	Iteration 40F: 3 clusters Score -1.569486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -15694850.000000 Penalty: 5717.531738
	Iteration 41Q: 3 clusters Score -1.569485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -15694854.000000 Penalty: 5717.531738
	Iteration 42Q: 3 clusters Score -1.569485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -15694864.000000 Penalty: 5717.531738
	Iteration 43Q: 3 clusters Score -1.569486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -15694868.000000 Penalty: 5717.531738
	Iteration 44Q: 3 clusters Score -1.569487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -15694876.000000 Penalty: 5717.531738
	Iteration 45Q: 3 clusters Score -1.569488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -15694883.000000 Penalty: 5717.531738
	Iteration 46Q: 3 clusters Score -1.569488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -15694887.000000 Penalty: 5717.531738
	Iteration 47Q: 3 clusters Score -1.569489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -15694879.000000 Penalty: 5717.531738
	Iteration 48Q: 3 clusters Score -1.569488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -15694878.000000 Penalty: 5717.531738
	Iteration 49Q: 3 clusters Score -1.569488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15694882.000000 Penalty: 5717.531738
	Iteration 50Q: 3 clusters Score -1.569488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -15694893.000000 Penalty: 5717.531738
	Iteration 51Q: 3 clusters Score -1.569489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -15694896.000000 Penalty: 5717.531738
	Iteration 52Q: 3 clusters Score -1.56949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -15694895.000000 Penalty: 5717.531738
	Iteration 53Q: 3 clusters Score -1.56949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -15694899.000000 Penalty: 5717.531738
	Iteration 54Q: 3 clusters Score -1.56949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -15694910.000000 Penalty: 5717.531738
	Iteration 55Q: 3 clusters Score -1.569491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -15694909.000000 Penalty: 5717.531738
	Iteration 56Q: 3 clusters Score -1.569491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -15694927.000000 Penalty: 5717.531738
	Iteration 57Q: 3 clusters Score -1.569493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -15694917.000000 Penalty: 5717.531738
	Iteration 58Q: 3 clusters Score -1.569492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -15694926.000000 Penalty: 5717.531738
	Iteration 59Q: 3 clusters Score -1.569493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -15694924.000000 Penalty: 5717.531738
	Iteration 60F: 3 clusters Score -1.569492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -15694918.000000 Penalty: 5717.531738
	Iteration 61Q: 3 clusters Score -1.569492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -15694921.000000 Penalty: 5717.531738
	Iteration 62Q: 3 clusters Score -1.569492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -15694927.000000 Penalty: 5717.531738
	Iteration 63Q: 3 clusters Score -1.569493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -15694933.000000 Penalty: 5717.531738
	Iteration 64Q: 3 clusters Score -1.569493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -15694931.000000 Penalty: 5717.531738
	Iteration 65Q: 3 clusters Score -1.569493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -15694922.000000 Penalty: 5717.531738
	Iteration 66Q: 3 clusters Score -1.569492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -15694938.000000 Penalty: 5717.531738
	Iteration 67Q: 3 clusters Score -1.569494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -15694945.000000 Penalty: 5717.531738
	Iteration 68Q: 3 clusters Score -1.569494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -15694939.000000 Penalty: 5717.531738
	Iteration 69Q: 3 clusters Score -1.569494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -15694939.000000 Penalty: 5717.531738
	Iteration 70Q: 3 clusters Score -1.569494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -15694938.000000 Penalty: 5717.531738
	Iteration 71Q: 3 clusters Score -1.569494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -15694946.000000 Penalty: 5717.531738
	Iteration 72Q: 3 clusters Score -1.569495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -15694946.000000 Penalty: 5717.531738
	Iteration 73F: 3 clusters Score -1.569495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Entering Unmasked Estep 
Score: -6992371.500000 Penalty: 2666.552246
	Iteration 0F: 2 clusters Score -6992372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6960823.500000 Penalty: 5333.104492
	Iteration 0F: 3 clusters Score -6960824 nChanged 21600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6972750.000000 Penalty: 5333.104492
	Iteration 1F: 3 clusters Score -6972750 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -6973327.500000 Penalty: 5333.104492
	Iteration 2Q: 3 clusters Score -6973328 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6973906.500000 Penalty: 5333.104492
	Iteration 3Q: 3 clusters Score -6973906 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6974455.000000 Penalty: 5333.104492
	Iteration 4Q: 3 clusters Score -6974455 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6975123.500000 Penalty: 5333.104492
	Iteration 5Q: 3 clusters Score -6975124 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6976084.000000 Penalty: 5333.104492
	Iteration 6Q: 3 clusters Score -6976084 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -6977440.500000 Penalty: 5333.104492
	Iteration 7F: 3 clusters Score -6977440 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -6979211.500000 Penalty: 5333.104492
	Iteration 8F: 3 clusters Score -6979212 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -6981279.000000 Penalty: 5333.104492
	Iteration 9F: 3 clusters Score -6981279 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6983369.500000 Penalty: 5333.104492
	Iteration 10F: 3 clusters Score -6983370 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -6985271.000000 Penalty: 5333.104492
	Iteration 11F: 3 clusters Score -6985271 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6986860.500000 Penalty: 5333.104492
	Iteration 12Q: 3 clusters Score -6986860 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6987995.000000 Penalty: 5333.104492
	Iteration 13Q: 3 clusters Score -6987995 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -6988789.000000 Penalty: 5333.104492
	Iteration 14Q: 3 clusters Score -6988789 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6989232.500000 Penalty: 5333.104492
	Iteration 15Q: 3 clusters Score -6989232 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6989486.500000 Penalty: 5333.104492
	Iteration 16Q: 3 clusters Score -6989486 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6989670.000000 Penalty: 5333.104492
	Iteration 17Q: 3 clusters Score -6989670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -6989771.000000 Penalty: 5333.104492
	Iteration 18Q: 3 clusters Score -6989771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6989835.000000 Penalty: 5333.104492
	Iteration 19Q: 3 clusters Score -6989835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6989893.500000 Penalty: 5333.104492
	Iteration 20F: 3 clusters Score -6989894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6989955.500000 Penalty: 5333.104492
	Iteration 21Q: 3 clusters Score -6989956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6989971.500000 Penalty: 5333.104492
	Iteration 22Q: 3 clusters Score -6989972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6989990.500000 Penalty: 5333.104492
	Iteration 23Q: 3 clusters Score -6989990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -6990005.500000 Penalty: 5333.104492
	Iteration 24Q: 3 clusters Score -6990006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -6990019.000000 Penalty: 5333.104492
	Iteration 25Q: 3 clusters Score -6990019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6990034.000000 Penalty: 5333.104492
	Iteration 26Q: 3 clusters Score -6990034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6990053.500000 Penalty: 5333.104492
	Iteration 27Q: 3 clusters Score -6990054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6990063.500000 Penalty: 5333.104492
	Iteration 28Q: 3 clusters Score -6990064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6990068.500000 Penalty: 5333.104492
	Iteration 29Q: 3 clusters Score -6990068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6990068.000000 Penalty: 5333.104492
	Iteration 30Q: 3 clusters Score -6990068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -6990074.000000 Penalty: 5333.104492
	Iteration 31Q: 3 clusters Score -6990074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -6990078.000000 Penalty: 5333.104492
	Iteration 32Q: 3 clusters Score -6990078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -6990078.000000 Penalty: 5333.104492
	Iteration 33F: 3 clusters Score -6990078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Entering Unmasked Estep 
Score: -5139639.500000 Penalty: 2582.397217
	Iteration 0F: 2 clusters Score -5139640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5116954.500000 Penalty: 5164.794434
	Iteration 0F: 3 clusters Score -5116954 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5125039.500000 Penalty: 5164.794434
	Iteration 1F: 3 clusters Score -5125040 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5125447.000000 Penalty: 5164.794434
	Iteration 2Q: 3 clusters Score -5125447 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -5125774.500000 Penalty: 5164.794434
	Iteration 3Q: 3 clusters Score -5125774 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5126016.000000 Penalty: 5164.794434
	Iteration 4Q: 3 clusters Score -5126016 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5126249.500000 Penalty: 5164.794434
	Iteration 5Q: 3 clusters Score -5126250 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5126499.000000 Penalty: 5164.794434
	Iteration 6Q: 3 clusters Score -5126499 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5126768.000000 Penalty: 5164.794434
	Iteration 7Q: 3 clusters Score -5126768 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -5127102.000000 Penalty: 5164.794434
	Iteration 8Q: 3 clusters Score -5127102 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5127534.000000 Penalty: 5164.794434
	Iteration 9Q: 3 clusters Score -5127534 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5128185.000000 Penalty: 5164.794434
	Iteration 10Q: 3 clusters Score -5128185 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5129121.500000 Penalty: 5164.794434
	Iteration 11Q: 3 clusters Score -5129122 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5130483.000000 Penalty: 5164.794434
	Iteration 12F: 3 clusters Score -5130483 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5132160.500000 Penalty: 5164.794434
	Iteration 13F: 3 clusters Score -5132160 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5133793.000000 Penalty: 5164.794434
	Iteration 14F: 3 clusters Score -5133793 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5135167.500000 Penalty: 5164.794434
	Iteration 15Q: 3 clusters Score -5135168 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5136054.000000 Penalty: 5164.794434
	Iteration 16Q: 3 clusters Score -5136054 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5136548.000000 Penalty: 5164.794434
	Iteration 17Q: 3 clusters Score -5136548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5136862.500000 Penalty: 5164.794434
	Iteration 18Q: 3 clusters Score -5136862 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5137102.500000 Penalty: 5164.794434
	Iteration 19Q: 3 clusters Score -5137102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5137208.500000 Penalty: 5164.794434
	Iteration 20F: 3 clusters Score -5137208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5137271.000000 Penalty: 5164.794434
	Iteration 21Q: 3 clusters Score -5137271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5137302.500000 Penalty: 5164.794434
	Iteration 22Q: 3 clusters Score -5137302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5137338.000000 Penalty: 5164.794434
	Iteration 23Q: 3 clusters Score -5137338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5137357.500000 Penalty: 5164.794434
	Iteration 24Q: 3 clusters Score -5137358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5137371.000000 Penalty: 5164.794434
	Iteration 25Q: 3 clusters Score -5137371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5137382.500000 Penalty: 5164.794434
	Iteration 26Q: 3 clusters Score -5137382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5137388.000000 Penalty: 5164.794434
	Iteration 27Q: 3 clusters Score -5137388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5137387.500000 Penalty: 5164.794434
	Iteration 28Q: 3 clusters Score -5137388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5137393.000000 Penalty: 5164.794434
	Iteration 29Q: 3 clusters Score -5137393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5137399.500000 Penalty: 5164.794434
	Iteration 30Q: 3 clusters Score -5137400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5137402.500000 Penalty: 5164.794434
	Iteration 31Q: 3 clusters Score -5137402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5137401.000000 Penalty: 5164.794434
	Iteration 32Q: 3 clusters Score -5137401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5137399.500000 Penalty: 5164.794434
	Iteration 33Q: 3 clusters Score -5137400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5137399.500000 Penalty: 5164.794434
	Iteration 34F: 3 clusters Score -5137400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Entering Unmasked Estep 
Score: -1487311.750000 Penalty: 2305.354492
	Iteration 0F: 2 clusters Score -1487312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1479056.875000 Penalty: 4610.708984
	Iteration 0F: 3 clusters Score -1479057 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1481579.125000 Penalty: 4610.708984
	Iteration 1F: 3 clusters Score -1481579 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1481988.125000 Penalty: 4610.708984
	Iteration 2F: 3 clusters Score -1481988 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1482318.000000 Penalty: 4610.708984
	Iteration 3F: 3 clusters Score -1482318 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1482592.750000 Penalty: 4610.708984
	Iteration 4Q: 3 clusters Score -1482593 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1482868.125000 Penalty: 4610.708984
	Iteration 5Q: 3 clusters Score -1482868 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1483157.875000 Penalty: 4610.708984
	Iteration 6Q: 3 clusters Score -1483158 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1483502.625000 Penalty: 4610.708984
	Iteration 7Q: 3 clusters Score -1483503 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1483868.875000 Penalty: 4610.708984
	Iteration 8Q: 3 clusters Score -1483869 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1484305.000000 Penalty: 4610.708984
	Iteration 9F: 3 clusters Score -1484305 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1484798.875000 Penalty: 4610.708984
	Iteration 10F: 3 clusters Score -1484799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1485275.500000 Penalty: 4610.708984
	Iteration 11Q: 3 clusters Score -1485276 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1485659.250000 Penalty: 4610.708984
	Iteration 12Q: 3 clusters Score -1485659 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1485927.750000 Penalty: 4610.708984
	Iteration 13Q: 3 clusters Score -1485928 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1486088.875000 Penalty: 4610.708984
	Iteration 14Q: 3 clusters Score -1486089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1486175.500000 Penalty: 4610.708984
	Iteration 15Q: 3 clusters Score -1486176 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1486238.750000 Penalty: 4610.708984
	Iteration 16Q: 3 clusters Score -1486239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1486292.000000 Penalty: 4610.708984
	Iteration 17Q: 3 clusters Score -1486292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1486331.750000 Penalty: 4610.708984
	Iteration 18Q: 3 clusters Score -1486332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1486352.875000 Penalty: 4610.708984
	Iteration 19Q: 3 clusters Score -1486353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1486382.125000 Penalty: 4610.708984
	Iteration 20F: 3 clusters Score -1486382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1486403.875000 Penalty: 4610.708984
	Iteration 21Q: 3 clusters Score -1486404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1486412.500000 Penalty: 4610.708984
	Iteration 22Q: 3 clusters Score -1486412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1486417.625000 Penalty: 4610.708984
	Iteration 23Q: 3 clusters Score -1486418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1486425.750000 Penalty: 4610.708984
	Iteration 24Q: 3 clusters Score -1486426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1486435.500000 Penalty: 4610.708984
	Iteration 25Q: 3 clusters Score -1486436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1486435.375000 Penalty: 4610.708984
	Iteration 26Q: 3 clusters Score -1486435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1486436.250000 Penalty: 4610.708984
	Iteration 27Q: 3 clusters Score -1486436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1486441.250000 Penalty: 4610.708984
	Iteration 28Q: 3 clusters Score -1486441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1486446.500000 Penalty: 4610.708984
	Iteration 29Q: 3 clusters Score -1486446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1486442.000000 Penalty: 4610.708984
	Iteration 30Q: 3 clusters Score -1486442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1486447.375000 Penalty: 4610.708984
	Iteration 31Q: 3 clusters Score -1486447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1486449.125000 Penalty: 4610.708984
	Iteration 32Q: 3 clusters Score -1486449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1486453.000000 Penalty: 4610.708984
	Iteration 33Q: 3 clusters Score -1486453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1486455.375000 Penalty: 4610.708984
	Iteration 34Q: 3 clusters Score -1486455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1486454.125000 Penalty: 4610.708984
	Iteration 35Q: 3 clusters Score -1486454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1486459.000000 Penalty: 4610.708984
	Iteration 36Q: 3 clusters Score -1486459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1486467.625000 Penalty: 4610.708984
	Iteration 37Q: 3 clusters Score -1486468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1486464.500000 Penalty: 4610.708984
	Iteration 38Q: 3 clusters Score -1486464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1486464.500000 Penalty: 4610.708984
	Iteration 39Q: 3 clusters Score -1486464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1486465.500000 Penalty: 4610.708984
	Iteration 40F: 3 clusters Score -1486466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1486465.875000 Penalty: 4610.708984
	Iteration 41Q: 3 clusters Score -1486466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1486466.500000 Penalty: 4610.708984
	Iteration 42Q: 3 clusters Score -1486466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1486464.500000 Penalty: 4610.708984
	Iteration 43Q: 3 clusters Score -1486464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1486466.000000 Penalty: 4610.708984
	Iteration 44Q: 3 clusters Score -1486466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1486469.000000 Penalty: 4610.708984
	Iteration 45Q: 3 clusters Score -1486469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1486474.750000 Penalty: 4610.708984
	Iteration 46Q: 3 clusters Score -1486475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1486475.500000 Penalty: 4610.708984
	Iteration 47Q: 3 clusters Score -1486476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1486478.375000 Penalty: 4610.708984
	Iteration 48Q: 3 clusters Score -1486478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1486483.625000 Penalty: 4610.708984
	Iteration 49Q: 3 clusters Score -1486484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1486484.250000 Penalty: 4610.708984
	Iteration 50Q: 3 clusters Score -1486484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1486484.125000 Penalty: 4610.708984
	Iteration 51Q: 3 clusters Score -1486484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1486486.375000 Penalty: 4610.708984
	Iteration 52Q: 3 clusters Score -1486486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1486487.750000 Penalty: 4610.708984
	Iteration 53Q: 3 clusters Score -1486488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1486492.125000 Penalty: 4610.708984
	Iteration 54Q: 3 clusters Score -1486492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1486494.500000 Penalty: 4610.708984
	Iteration 55Q: 3 clusters Score -1486494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1486495.250000 Penalty: 4610.708984
	Iteration 56Q: 3 clusters Score -1486495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1486495.375000 Penalty: 4610.708984
	Iteration 57Q: 3 clusters Score -1486495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1486495.250000 Penalty: 4610.708984
	Iteration 58Q: 3 clusters Score -1486495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1486495.250000 Penalty: 4610.708984
	Iteration 59F: 3 clusters Score -1486495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -949880.875000 Penalty: 2174.991699
	Iteration 0F: 2 clusters Score -949880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -944441.187500 Penalty: 4349.983398
	Iteration 0F: 3 clusters Score -944441.2 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -946137.375000 Penalty: 4349.983398
	Iteration 1F: 3 clusters Score -946137.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -946711.687500 Penalty: 4349.983398
	Iteration 2F: 3 clusters Score -946711.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -947195.750000 Penalty: 4349.983398
	Iteration 3F: 3 clusters Score -947195.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -947570.625000 Penalty: 4349.983398
	Iteration 4F: 3 clusters Score -947570.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -947844.562500 Penalty: 4349.983398
	Iteration 5F: 3 clusters Score -947844.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -948061.562500 Penalty: 4349.983398
	Iteration 6Q: 3 clusters Score -948061.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -948190.750000 Penalty: 4349.983398
	Iteration 7Q: 3 clusters Score -948190.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -948257.250000 Penalty: 4349.983398
	Iteration 8Q: 3 clusters Score -948257.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -948300.062500 Penalty: 4349.983398
	Iteration 9Q: 3 clusters Score -948300.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -948334.312500 Penalty: 4349.983398
	Iteration 10Q: 3 clusters Score -948334.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -948365.562500 Penalty: 4349.983398
	Iteration 11Q: 3 clusters Score -948365.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -948386.437500 Penalty: 4349.983398
	Iteration 12Q: 3 clusters Score -948386.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -948408.000000 Penalty: 4349.983398
	Iteration 13Q: 3 clusters Score -948408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -948422.000000 Penalty: 4349.983398
	Iteration 14Q: 3 clusters Score -948422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -948438.937500 Penalty: 4349.983398
	Iteration 15Q: 3 clusters Score -948438.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -948448.687500 Penalty: 4349.983398
	Iteration 16Q: 3 clusters Score -948448.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -948456.500000 Penalty: 4349.983398
	Iteration 17Q: 3 clusters Score -948456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -948465.250000 Penalty: 4349.983398
	Iteration 18Q: 3 clusters Score -948465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -948471.187500 Penalty: 4349.983398
	Iteration 19Q: 3 clusters Score -948471.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -948479.875000 Penalty: 4349.983398
	Iteration 20F: 3 clusters Score -948479.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -948485.875000 Penalty: 4349.983398
	Iteration 21Q: 3 clusters Score -948485.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -948493.312500 Penalty: 4349.983398
	Iteration 22Q: 3 clusters Score -948493.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -948500.625000 Penalty: 4349.983398
	Iteration 23Q: 3 clusters Score -948500.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -948510.937500 Penalty: 4349.983398
	Iteration 24Q: 3 clusters Score -948510.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -948518.000000 Penalty: 4349.983398
	Iteration 25Q: 3 clusters Score -948518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -948527.187500 Penalty: 4349.983398
	Iteration 26Q: 3 clusters Score -948527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -948532.625000 Penalty: 4349.983398
	Iteration 27Q: 3 clusters Score -948532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -948535.000000 Penalty: 4349.983398
	Iteration 28Q: 3 clusters Score -948535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -948537.687500 Penalty: 4349.983398
	Iteration 29Q: 3 clusters Score -948537.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -948541.250000 Penalty: 4349.983398
	Iteration 30Q: 3 clusters Score -948541.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -948550.500000 Penalty: 4349.983398
	Iteration 31Q: 3 clusters Score -948550.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -948556.500000 Penalty: 4349.983398
	Iteration 32Q: 3 clusters Score -948556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -948560.875000 Penalty: 4349.983398
	Iteration 33Q: 3 clusters Score -948560.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -948566.500000 Penalty: 4349.983398
	Iteration 34Q: 3 clusters Score -948566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -948568.625000 Penalty: 4349.983398
	Iteration 35Q: 3 clusters Score -948568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -948574.312500 Penalty: 4349.983398
	Iteration 36Q: 3 clusters Score -948574.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -948580.937500 Penalty: 4349.983398
	Iteration 37Q: 3 clusters Score -948580.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -948587.500000 Penalty: 4349.983398
	Iteration 38Q: 3 clusters Score -948587.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -948596.312500 Penalty: 4349.983398
	Iteration 39Q: 3 clusters Score -948596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -948602.000000 Penalty: 4349.983398
	Iteration 40F: 3 clusters Score -948602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -948610.625000 Penalty: 4349.983398
	Iteration 41Q: 3 clusters Score -948610.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -948621.437500 Penalty: 4349.983398
	Iteration 42Q: 3 clusters Score -948621.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -948632.625000 Penalty: 4349.983398
	Iteration 43Q: 3 clusters Score -948632.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -948640.312500 Penalty: 4349.983398
	Iteration 44Q: 3 clusters Score -948640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -948647.562500 Penalty: 4349.983398
	Iteration 45Q: 3 clusters Score -948647.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -948658.125000 Penalty: 4349.983398
	Iteration 46Q: 3 clusters Score -948658.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -948664.250000 Penalty: 4349.983398
	Iteration 47Q: 3 clusters Score -948664.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -948669.062500 Penalty: 4349.983398
	Iteration 48Q: 3 clusters Score -948669.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -948673.187500 Penalty: 4349.983398
	Iteration 49Q: 3 clusters Score -948673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -948677.062500 Penalty: 4349.983398
	Iteration 50Q: 3 clusters Score -948677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -948682.187500 Penalty: 4349.983398
	Iteration 51Q: 3 clusters Score -948682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -948686.062500 Penalty: 4349.983398
	Iteration 52Q: 3 clusters Score -948686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -948686.062500 Penalty: 4349.983398
	Iteration 53Q: 3 clusters Score -948686.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -948690.750000 Penalty: 4349.983398
	Iteration 54Q: 3 clusters Score -948690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -948693.625000 Penalty: 4349.983398
	Iteration 55Q: 3 clusters Score -948693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -948700.812500 Penalty: 4349.983398
	Iteration 56Q: 3 clusters Score -948700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -948702.750000 Penalty: 4349.983398
	Iteration 57Q: 3 clusters Score -948702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -948703.062500 Penalty: 4349.983398
	Iteration 58Q: 3 clusters Score -948703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -948702.687500 Penalty: 4349.983398
	Iteration 59Q: 3 clusters Score -948702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -948703.187500 Penalty: 4349.983398
	Iteration 60F: 3 clusters Score -948703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -948706.875000 Penalty: 4349.983398
	Iteration 61Q: 3 clusters Score -948706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -948710.187500 Penalty: 4349.983398
	Iteration 62Q: 3 clusters Score -948710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -948711.312500 Penalty: 4349.983398
	Iteration 63Q: 3 clusters Score -948711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -948711.625000 Penalty: 4349.983398
	Iteration 64Q: 3 clusters Score -948711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -948715.875000 Penalty: 4349.983398
	Iteration 65Q: 3 clusters Score -948715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -948715.375000 Penalty: 4349.983398
	Iteration 66Q: 3 clusters Score -948715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -948718.500000 Penalty: 4349.983398
	Iteration 67Q: 3 clusters Score -948718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -948718.437500 Penalty: 4349.983398
	Iteration 68Q: 3 clusters Score -948718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -948718.312500 Penalty: 4349.983398
	Iteration 69Q: 3 clusters Score -948718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -948718.312500 Penalty: 4349.983398
	Iteration 70F: 3 clusters Score -948718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -307162.750000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -307162.8 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 967 members 
Entering Unmasked Estep 
Score: -304574.218750 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -304574.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -305015.718750 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -305015.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -305128.906250 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -305128.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -305187.937500 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -305187.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305223.625000 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -305223.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -305253.687500 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -305253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -305270.281250 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -305270.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -305287.468750 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -305287.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -305303.062500 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -305303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -305312.562500 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -305312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -305318.750000 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -305318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -305324.218750 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -305324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305327.250000 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -305327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -305329.250000 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -305329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305330.500000 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -305330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -305331.031250 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -305331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -305331.968750 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -305332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305333.343750 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -305333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -305333.562500 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -305333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305335.968750 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -305336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -305337.187500 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -305337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -305338.562500 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -305338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -305339.968750 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -305340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -305340.531250 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -305340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -305341.562500 Penalty: 3767.561523
	Iteration 24Q: 3 clusters Score -305341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -305342.937500 Penalty: 3767.561523
	Iteration 25Q: 3 clusters Score -305342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -305344.312500 Penalty: 3767.561523
	Iteration 26Q: 3 clusters Score -305344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -305345.187500 Penalty: 3767.561523
	Iteration 27Q: 3 clusters Score -305345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -305345.187500 Penalty: 3767.561523
	Iteration 28F: 3 clusters Score -305345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Entering Unmasked Estep 
Score: -8312471.000000 Penalty: 2707.468994
	Iteration 0F: 2 clusters Score -8312471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -8275501.000000 Penalty: 5414.937988
	Iteration 0F: 3 clusters Score -8275501 nChanged 25524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -8289734.000000 Penalty: 5414.937988
	Iteration 1F: 3 clusters Score -8289734 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8290215.000000 Penalty: 5414.937988
	Iteration 2Q: 3 clusters Score -8290215 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8290655.500000 Penalty: 5414.937988
	Iteration 3Q: 3 clusters Score -8290656 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8291146.000000 Penalty: 5414.937988
	Iteration 4Q: 3 clusters Score -8291146 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8291845.000000 Penalty: 5414.937988
	Iteration 5Q: 3 clusters Score -8291845 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -8292888.500000 Penalty: 5414.937988
	Iteration 6Q: 3 clusters Score -8292888 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -8294451.000000 Penalty: 5414.937988
	Iteration 7F: 3 clusters Score -8294451 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -8296997.000000 Penalty: 5414.937988
	Iteration 8F: 3 clusters Score -8296997 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8300795.000000 Penalty: 5414.937988
	Iteration 9F: 3 clusters Score -8300795 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -8304909.500000 Penalty: 5414.937988
	Iteration 10F: 3 clusters Score -8304910 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -8307897.500000 Penalty: 5414.937988
	Iteration 11F: 3 clusters Score -8307898 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -8309206.000000 Penalty: 5414.937988
	Iteration 12Q: 3 clusters Score -8309206 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -8309720.500000 Penalty: 5414.937988
	Iteration 13Q: 3 clusters Score -8309720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -8309900.000000 Penalty: 5414.937988
	Iteration 14Q: 3 clusters Score -8309900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -8309961.500000 Penalty: 5414.937988
	Iteration 15Q: 3 clusters Score -8309962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -8309984.000000 Penalty: 5414.937988
	Iteration 16Q: 3 clusters Score -8309984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -8310012.000000 Penalty: 5414.937988
	Iteration 17Q: 3 clusters Score -8310012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -8310018.500000 Penalty: 5414.937988
	Iteration 18Q: 3 clusters Score -8310018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -8310029.500000 Penalty: 5414.937988
	Iteration 19Q: 3 clusters Score -8310030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -8310029.500000 Penalty: 5414.937988
	Iteration 20F: 3 clusters Score -8310030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -8310038.000000 Penalty: 5414.937988
	Iteration 21Q: 3 clusters Score -8310038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -8310042.500000 Penalty: 5414.937988
	Iteration 22Q: 3 clusters Score -8310042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -8310044.000000 Penalty: 5414.937988
	Iteration 23Q: 3 clusters Score -8310044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -8310048.000000 Penalty: 5414.937988
	Iteration 24Q: 3 clusters Score -8310048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -8310048.000000 Penalty: 5414.937988
	Iteration 25F: 3 clusters Score -8310048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42138.246094 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42138.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40872.839844 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -40872.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41258.277344 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41258.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41551.109375 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -41551.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41704.382812 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41704.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41764.699219 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41807.660156 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41807.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41848.773438 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41848.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41851.070312 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41851.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41853.074219 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -41853.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41853.074219 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -41853.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -678836.562500 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -678836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -674597.812500 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -674597.8 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -675577.312500 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -675577.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -675793.375000 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -675793.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -675948.750000 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -675948.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -676052.062500 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -676052.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -676119.687500 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -676119.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -676169.187500 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -676169.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -676209.437500 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -676209.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -676255.062500 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -676255.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -676302.562500 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -676302.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -676348.812500 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -676348.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -676385.937500 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -676385.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -676413.375000 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -676413.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -676440.937500 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -676440.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -676467.312500 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -676467.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -676489.500000 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -676489.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -676505.687500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -676505.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -676519.187500 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -676519.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -676532.250000 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -676532.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -676542.937500 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -676542.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -676555.062500 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -676555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -676563.750000 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -676563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -676569.625000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -676569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -676575.562500 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -676575.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -676580.187500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -676580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -676584.750000 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -676584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -676585.937500 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -676585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -676589.625000 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -676589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -676591.812500 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -676591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -676594.250000 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -676594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -676597.625000 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -676597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -676601.062500 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -676601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -676607.250000 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -676607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -676614.625000 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -676614.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -676622.562500 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -676622.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -676631.437500 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -676631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -676640.375000 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -676640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -676650.250000 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -676650.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -676664.062500 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -676664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -676671.812500 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -676671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -676677.500000 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -676677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -676681.937500 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -676681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -676690.500000 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -676690.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -676697.375000 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -676697.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -676706.375000 Penalty: 4181.009277
	Iteration 44Q: 3 clusters Score -676706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -676716.625000 Penalty: 4181.009277
	Iteration 45Q: 3 clusters Score -676716.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -676727.875000 Penalty: 4181.009277
	Iteration 46Q: 3 clusters Score -676727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -676738.625000 Penalty: 4181.009277
	Iteration 47Q: 3 clusters Score -676738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -676744.125000 Penalty: 4181.009277
	Iteration 48Q: 3 clusters Score -676744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -676749.187500 Penalty: 4181.009277
	Iteration 49Q: 3 clusters Score -676749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -676756.687500 Penalty: 4181.009277
	Iteration 50Q: 3 clusters Score -676756.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -676765.375000 Penalty: 4181.009277
	Iteration 51Q: 3 clusters Score -676765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -676776.812500 Penalty: 4181.009277
	Iteration 52Q: 3 clusters Score -676776.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -676791.625000 Penalty: 4181.009277
	Iteration 53Q: 3 clusters Score -676791.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -676799.187500 Penalty: 4181.009277
	Iteration 54Q: 3 clusters Score -676799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -676807.937500 Penalty: 4181.009277
	Iteration 55Q: 3 clusters Score -676807.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -676820.250000 Penalty: 4181.009277
	Iteration 56Q: 3 clusters Score -676820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -676828.687500 Penalty: 4181.009277
	Iteration 57Q: 3 clusters Score -676828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -676839.125000 Penalty: 4181.009277
	Iteration 58Q: 3 clusters Score -676839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -676847.250000 Penalty: 4181.009277
	Iteration 59Q: 3 clusters Score -676847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -676856.625000 Penalty: 4181.009277
	Iteration 60F: 3 clusters Score -676856.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -676867.000000 Penalty: 4181.009277
	Iteration 61Q: 3 clusters Score -676867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -676875.562500 Penalty: 4181.009277
	Iteration 62Q: 3 clusters Score -676875.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -676881.812500 Penalty: 4181.009277
	Iteration 63Q: 3 clusters Score -676881.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -676890.187500 Penalty: 4181.009277
	Iteration 64Q: 3 clusters Score -676890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -676894.812500 Penalty: 4181.009277
	Iteration 65Q: 3 clusters Score -676894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -676898.687500 Penalty: 4181.009277
	Iteration 66Q: 3 clusters Score -676898.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -676905.687500 Penalty: 4181.009277
	Iteration 67Q: 3 clusters Score -676905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -676912.125000 Penalty: 4181.009277
	Iteration 68Q: 3 clusters Score -676912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -676921.812500 Penalty: 4181.009277
	Iteration 69Q: 3 clusters Score -676921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -676933.000000 Penalty: 4181.009277
	Iteration 70Q: 3 clusters Score -676933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -676947.625000 Penalty: 4181.009277
	Iteration 71Q: 3 clusters Score -676947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -676953.250000 Penalty: 4181.009277
	Iteration 72Q: 3 clusters Score -676953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -676962.812500 Penalty: 4181.009277
	Iteration 73Q: 3 clusters Score -676962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -676969.625000 Penalty: 4181.009277
	Iteration 74Q: 3 clusters Score -676969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -676975.250000 Penalty: 4181.009277
	Iteration 75Q: 3 clusters Score -676975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -676980.125000 Penalty: 4181.009277
	Iteration 76Q: 3 clusters Score -676980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -676983.000000 Penalty: 4181.009277
	Iteration 77Q: 3 clusters Score -676983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -676987.500000 Penalty: 4181.009277
	Iteration 78Q: 3 clusters Score -676987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -676991.500000 Penalty: 4181.009277
	Iteration 79Q: 3 clusters Score -676991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -676993.812500 Penalty: 4181.009277
	Iteration 80F: 3 clusters Score -676993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -676997.750000 Penalty: 4181.009277
	Iteration 81Q: 3 clusters Score -676997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -676999.500000 Penalty: 4181.009277
	Iteration 82Q: 3 clusters Score -676999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -677001.750000 Penalty: 4181.009277
	Iteration 83Q: 3 clusters Score -677001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -677004.437500 Penalty: 4181.009277
	Iteration 84Q: 3 clusters Score -677004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -677008.812500 Penalty: 4181.009277
	Iteration 85Q: 3 clusters Score -677008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -677007.250000 Penalty: 4181.009277
	Iteration 86Q: 3 clusters Score -677007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -677009.750000 Penalty: 4181.009277
	Iteration 87Q: 3 clusters Score -677009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -677008.812500 Penalty: 4181.009277
	Iteration 88Q: 3 clusters Score -677008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -677008.812500 Penalty: 4181.009277
	Iteration 89F: 3 clusters Score -677008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 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 347 members 
Entering Unmasked Estep 
Score: -98253.070312 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98253.07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98596.398438 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98596.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98735.929688 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98735.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98865.632812 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98865.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98948.492188 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -98948.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99021.390625 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99021.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99115.718750 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99115.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99262.453125 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99262.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99383.523438 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99383.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99538.640625 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99538.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99604.968750 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99604.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99658.953125 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99658.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99768.328125 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99768.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100067.445312 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -100067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100532.765625 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -100532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100628.289062 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -100628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100649.765625 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -100649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100669.546875 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -100669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100685.906250 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -100685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100698.726562 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -100698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100707.492188 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -100707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100742.257812 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -100742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100788.367188 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -100788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100848.898438 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -100848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100921.992188 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -100922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100921.992188 Penalty: 3282.231934
	Iteration 25F: 3 clusters Score -100922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 102783 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 33286 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55117 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 10289 members 
Mstep: Class 14 contains 105971 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94902 members 
Mstep: Class 17 contains 19602 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41404 members 
Mstep: Class 23 contains 60136 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 101319 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 476 members 
Entering Unmasked Estep 
Score: -137798928.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137799776.000000 to -137798928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -1510315.375000 Penalty: 2291.229980
	Iteration 0F: 2 clusters Score -1510315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1502495.250000 Penalty: 4582.459961
	Iteration 0F: 3 clusters Score -1502495 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1504786.250000 Penalty: 4582.459961
	Iteration 1F: 3 clusters Score -1504786 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1505225.375000 Penalty: 4582.459961
	Iteration 2F: 3 clusters Score -1505225 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1505649.250000 Penalty: 4582.459961
	Iteration 3F: 3 clusters Score -1505649 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1506021.250000 Penalty: 4582.459961
	Iteration 4F: 3 clusters Score -1506021 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1506358.875000 Penalty: 4582.459961
	Iteration 5F: 3 clusters Score -1506359 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1506674.500000 Penalty: 4582.459961
	Iteration 6Q: 3 clusters Score -1506674 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1506973.625000 Penalty: 4582.459961
	Iteration 7Q: 3 clusters Score -1506974 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1507245.500000 Penalty: 4582.459961
	Iteration 8Q: 3 clusters Score -1507246 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1507456.125000 Penalty: 4582.459961
	Iteration 9Q: 3 clusters Score -1507456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1507639.500000 Penalty: 4582.459961
	Iteration 10Q: 3 clusters Score -1507640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1507794.500000 Penalty: 4582.459961
	Iteration 11Q: 3 clusters Score -1507794 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1507915.375000 Penalty: 4582.459961
	Iteration 12Q: 3 clusters Score -1507915 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1507999.500000 Penalty: 4582.459961
	Iteration 13Q: 3 clusters Score -1508000 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1508058.875000 Penalty: 4582.459961
	Iteration 14Q: 3 clusters Score -1508059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1508092.000000 Penalty: 4582.459961
	Iteration 15Q: 3 clusters Score -1508092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1508125.625000 Penalty: 4582.459961
	Iteration 16Q: 3 clusters Score -1508126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1508144.875000 Penalty: 4582.459961
	Iteration 17Q: 3 clusters Score -1508145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1508160.750000 Penalty: 4582.459961
	Iteration 18Q: 3 clusters Score -1508161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1508165.000000 Penalty: 4582.459961
	Iteration 19Q: 3 clusters Score -1508165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1508174.500000 Penalty: 4582.459961
	Iteration 20F: 3 clusters Score -1508174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1508188.250000 Penalty: 4582.459961
	Iteration 21Q: 3 clusters Score -1508188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1508196.500000 Penalty: 4582.459961
	Iteration 22Q: 3 clusters Score -1508196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1508200.625000 Penalty: 4582.459961
	Iteration 23Q: 3 clusters Score -1508201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1508202.250000 Penalty: 4582.459961
	Iteration 24Q: 3 clusters Score -1508202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1508209.625000 Penalty: 4582.459961
	Iteration 25Q: 3 clusters Score -1508210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1508211.875000 Penalty: 4582.459961
	Iteration 26Q: 3 clusters Score -1508212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1508214.625000 Penalty: 4582.459961
	Iteration 27Q: 3 clusters Score -1508215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1508217.250000 Penalty: 4582.459961
	Iteration 28Q: 3 clusters Score -1508217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1508218.750000 Penalty: 4582.459961
	Iteration 29Q: 3 clusters Score -1508219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1508221.250000 Penalty: 4582.459961
	Iteration 30Q: 3 clusters Score -1508221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1508218.500000 Penalty: 4582.459961
	Iteration 31Q: 3 clusters Score -1508218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1508221.750000 Penalty: 4582.459961
	Iteration 32Q: 3 clusters Score -1508222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1508224.125000 Penalty: 4582.459961
	Iteration 33Q: 3 clusters Score -1508224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1508224.750000 Penalty: 4582.459961
	Iteration 34Q: 3 clusters Score -1508225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1508224.750000 Penalty: 4582.459961
	Iteration 35F: 3 clusters Score -1508225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Entering Unmasked Estep 
Score: -16306867.000000 Penalty: 2869.588379
	Iteration 0F: 2 clusters Score -1.630687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -16236942.000000 Penalty: 5739.176758
	Iteration 0F: 3 clusters Score -1.623694e+07 nChanged 50390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -16265562.000000 Penalty: 5739.176758
	Iteration 1F: 3 clusters Score -1.626556e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -16266324.000000 Penalty: 5739.176758
	Iteration 2Q: 3 clusters Score -1.626632e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -16267276.000000 Penalty: 5739.176758
	Iteration 3Q: 3 clusters Score -1.626728e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -16268485.000000 Penalty: 5739.176758
	Iteration 4Q: 3 clusters Score -1.626848e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -16270604.000000 Penalty: 5739.176758
	Iteration 5Q: 3 clusters Score -1.62706e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -16273893.000000 Penalty: 5739.176758
	Iteration 6Q: 3 clusters Score -1.627389e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -16278416.000000 Penalty: 5739.176758
	Iteration 7F: 3 clusters Score -1.627842e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -16284062.000000 Penalty: 5739.176758
	Iteration 8F: 3 clusters Score -1.628406e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -16289741.000000 Penalty: 5739.176758
	Iteration 9F: 3 clusters Score -1.628974e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -16293455.000000 Penalty: 5739.176758
	Iteration 10F: 3 clusters Score -1.629346e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -16295216.000000 Penalty: 5739.176758
	Iteration 11Q: 3 clusters Score -1.629522e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -16295960.000000 Penalty: 5739.176758
	Iteration 12Q: 3 clusters Score -1.629596e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -16296417.000000 Penalty: 5739.176758
	Iteration 13Q: 3 clusters Score -1.629642e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -16296804.000000 Penalty: 5739.176758
	Iteration 14Q: 3 clusters Score -1.62968e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -16297123.000000 Penalty: 5739.176758
	Iteration 15Q: 3 clusters Score -1.629712e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -16297352.000000 Penalty: 5739.176758
	Iteration 16Q: 3 clusters Score -1.629735e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -16297547.000000 Penalty: 5739.176758
	Iteration 17Q: 3 clusters Score -1.629755e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -16297777.000000 Penalty: 5739.176758
	Iteration 18Q: 3 clusters Score -1.629778e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -16297856.000000 Penalty: 5739.176758
	Iteration 19Q: 3 clusters Score -1.629786e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -16297984.000000 Penalty: 5739.176758
	Iteration 20F: 3 clusters Score -1.629798e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -16298070.000000 Penalty: 5739.176758
	Iteration 21Q: 3 clusters Score -1.629807e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -16298116.000000 Penalty: 5739.176758
	Iteration 22Q: 3 clusters Score -1.629812e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -16298147.000000 Penalty: 5739.176758
	Iteration 23Q: 3 clusters Score -1.629815e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -16298166.000000 Penalty: 5739.176758
	Iteration 24Q: 3 clusters Score -1.629817e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -16298200.000000 Penalty: 5739.176758
	Iteration 25Q: 3 clusters Score -1.62982e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -16298184.000000 Penalty: 5739.176758
	Iteration 26Q: 3 clusters Score -1.629818e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -16298207.000000 Penalty: 5739.176758
	Iteration 27Q: 3 clusters Score -1.629821e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -16298250.000000 Penalty: 5739.176758
	Iteration 28Q: 3 clusters Score -1.629825e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -16298250.000000 Penalty: 5739.176758
	Iteration 29Q: 3 clusters Score -1.629825e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -16298299.000000 Penalty: 5739.176758
	Iteration 30Q: 3 clusters Score -1.62983e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -16298308.000000 Penalty: 5739.176758
	Iteration 31Q: 3 clusters Score -1.629831e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -16298325.000000 Penalty: 5739.176758
	Iteration 32Q: 3 clusters Score -1.629832e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -16298304.000000 Penalty: 5739.176758
	Iteration 33Q: 3 clusters Score -1.62983e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -16298325.000000 Penalty: 5739.176758
	Iteration 34Q: 3 clusters Score -1.629832e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -16298320.000000 Penalty: 5739.176758
	Iteration 35Q: 3 clusters Score -1.629832e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -16298336.000000 Penalty: 5739.176758
	Iteration 36Q: 3 clusters Score -1.629834e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -16298336.000000 Penalty: 5739.176758
	Iteration 37Q: 3 clusters Score -1.629834e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -16298345.000000 Penalty: 5739.176758
	Iteration 38Q: 3 clusters Score -1.629834e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -16298350.000000 Penalty: 5739.176758
	Iteration 39Q: 3 clusters Score -1.629835e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -16298384.000000 Penalty: 5739.176758
	Iteration 40F: 3 clusters Score -1.629838e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -16298365.000000 Penalty: 5739.176758
	Iteration 41Q: 3 clusters Score -1.629836e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -16298365.000000 Penalty: 5739.176758
	Iteration 42Q: 3 clusters Score -1.629836e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -16298368.000000 Penalty: 5739.176758
	Iteration 43Q: 3 clusters Score -1.629837e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -16298383.000000 Penalty: 5739.176758
	Iteration 44Q: 3 clusters Score -1.629838e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -16298391.000000 Penalty: 5739.176758
	Iteration 45Q: 3 clusters Score -1.629839e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -16298405.000000 Penalty: 5739.176758
	Iteration 46Q: 3 clusters Score -1.62984e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -16298403.000000 Penalty: 5739.176758
	Iteration 47Q: 3 clusters Score -1.62984e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -16298409.000000 Penalty: 5739.176758
	Iteration 48Q: 3 clusters Score -1.629841e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -16298386.000000 Penalty: 5739.176758
	Iteration 49Q: 3 clusters Score -1.629839e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -16298372.000000 Penalty: 5739.176758
	Iteration 50Q: 3 clusters Score -1.629837e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -16298381.000000 Penalty: 5739.176758
	Iteration 51Q: 3 clusters Score -1.629838e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -16298357.000000 Penalty: 5739.176758
	Iteration 52Q: 3 clusters Score -1.629836e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -16298378.000000 Penalty: 5739.176758
	Iteration 53Q: 3 clusters Score -1.629838e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -16298382.000000 Penalty: 5739.176758
	Iteration 54Q: 3 clusters Score -1.629838e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -16298409.000000 Penalty: 5739.176758
	Iteration 55Q: 3 clusters Score -1.629841e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -16298406.000000 Penalty: 5739.176758
	Iteration 56Q: 3 clusters Score -1.629841e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -16298408.000000 Penalty: 5739.176758
	Iteration 57Q: 3 clusters Score -1.629841e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -16298397.000000 Penalty: 5739.176758
	Iteration 58Q: 3 clusters Score -1.62984e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -16298453.000000 Penalty: 5739.176758
	Iteration 59Q: 3 clusters Score -1.629845e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -16298458.000000 Penalty: 5739.176758
	Iteration 60F: 3 clusters Score -1.629846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -16298424.000000 Penalty: 5739.176758
	Iteration 61Q: 3 clusters Score -1.629842e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -16298442.000000 Penalty: 5739.176758
	Iteration 62Q: 3 clusters Score -1.629844e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -16298454.000000 Penalty: 5739.176758
	Iteration 63Q: 3 clusters Score -1.629845e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -16298477.000000 Penalty: 5739.176758
	Iteration 64Q: 3 clusters Score -1.629848e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -16298463.000000 Penalty: 5739.176758
	Iteration 65Q: 3 clusters Score -1.629846e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -16298500.000000 Penalty: 5739.176758
	Iteration 66Q: 3 clusters Score -1.62985e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -16298465.000000 Penalty: 5739.176758
	Iteration 67Q: 3 clusters Score -1.629846e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -16298459.000000 Penalty: 5739.176758
	Iteration 68Q: 3 clusters Score -1.629846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -16298452.000000 Penalty: 5739.176758
	Iteration 69Q: 3 clusters Score -1.629845e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -16298455.000000 Penalty: 5739.176758
	Iteration 70Q: 3 clusters Score -1.629846e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -16298473.000000 Penalty: 5739.176758
	Iteration 71Q: 3 clusters Score -1.629847e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -16298490.000000 Penalty: 5739.176758
	Iteration 72Q: 3 clusters Score -1.629849e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -16298497.000000 Penalty: 5739.176758
	Iteration 73Q: 3 clusters Score -1.62985e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -16298504.000000 Penalty: 5739.176758
	Iteration 74Q: 3 clusters Score -1.62985e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -16298518.000000 Penalty: 5739.176758
	Iteration 75Q: 3 clusters Score -1.629852e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -16298516.000000 Penalty: 5739.176758
	Iteration 76Q: 3 clusters Score -1.629852e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -16298516.000000 Penalty: 5739.176758
	Iteration 77Q: 3 clusters Score -1.629852e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -16298549.000000 Penalty: 5739.176758
	Iteration 78Q: 3 clusters Score -1.629855e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -16298565.000000 Penalty: 5739.176758
	Iteration 79Q: 3 clusters Score -1.629856e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -16298602.000000 Penalty: 5739.176758
	Iteration 80F: 3 clusters Score -1.62986e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -16298654.000000 Penalty: 5739.176758
	Iteration 81Q: 3 clusters Score -1.629865e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -16298706.000000 Penalty: 5739.176758
	Iteration 82Q: 3 clusters Score -1.629871e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -16298743.000000 Penalty: 5739.176758
	Iteration 83Q: 3 clusters Score -1.629874e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -16298747.000000 Penalty: 5739.176758
	Iteration 84Q: 3 clusters Score -1.629875e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -16298831.000000 Penalty: 5739.176758
	Iteration 85Q: 3 clusters Score -1.629883e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -16298800.000000 Penalty: 5739.176758
	Iteration 86Q: 3 clusters Score -1.62988e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -16298890.000000 Penalty: 5739.176758
	Iteration 87Q: 3 clusters Score -1.629889e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -16298955.000000 Penalty: 5739.176758
	Iteration 88Q: 3 clusters Score -1.629896e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -16299034.000000 Penalty: 5739.176758
	Iteration 89Q: 3 clusters Score -1.629903e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -16299096.000000 Penalty: 5739.176758
	Iteration 90Q: 3 clusters Score -1.62991e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -16299151.000000 Penalty: 5739.176758
	Iteration 91Q: 3 clusters Score -1.629915e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -16299210.000000 Penalty: 5739.176758
	Iteration 92Q: 3 clusters Score -1.629921e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -16299312.000000 Penalty: 5739.176758
	Iteration 93Q: 3 clusters Score -1.629931e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -16299373.000000 Penalty: 5739.176758
	Iteration 94Q: 3 clusters Score -1.629937e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -16299555.000000 Penalty: 5739.176758
	Iteration 95Q: 3 clusters Score -1.629956e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -16299628.000000 Penalty: 5739.176758
	Iteration 96Q: 3 clusters Score -1.629963e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -16299726.000000 Penalty: 5739.176758
	Iteration 97Q: 3 clusters Score -1.629973e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -16299836.000000 Penalty: 5739.176758
	Iteration 98Q: 3 clusters Score -1.629984e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -16299918.000000 Penalty: 5739.176758
	Iteration 99Q: 3 clusters Score -1.629992e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -16300020.000000 Penalty: 5739.176758
	Iteration 100F: 3 clusters Score -1.630002e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -16300198.000000 Penalty: 5739.176758
	Iteration 101Q: 3 clusters Score -1.63002e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -16300320.000000 Penalty: 5739.176758
	Iteration 102Q: 3 clusters Score -1.630032e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -16300468.000000 Penalty: 5739.176758
	Iteration 103Q: 3 clusters Score -1.630047e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -16300685.000000 Penalty: 5739.176758
	Iteration 104Q: 3 clusters Score -1.630068e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -16300855.000000 Penalty: 5739.176758
	Iteration 105Q: 3 clusters Score -1.630086e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -16301063.000000 Penalty: 5739.176758
	Iteration 106Q: 3 clusters Score -1.630106e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -16301276.000000 Penalty: 5739.176758
	Iteration 107Q: 3 clusters Score -1.630128e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -16301525.000000 Penalty: 5739.176758
	Iteration 108Q: 3 clusters Score -1.630152e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -16301717.000000 Penalty: 5739.176758
	Iteration 109Q: 3 clusters Score -1.630172e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -16301945.000000 Penalty: 5739.176758
	Iteration 110Q: 3 clusters Score -1.630194e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -16302079.000000 Penalty: 5739.176758
	Iteration 111Q: 3 clusters Score -1.630208e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -16302302.000000 Penalty: 5739.176758
	Iteration 112Q: 3 clusters Score -1.63023e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -16302466.000000 Penalty: 5739.176758
	Iteration 113Q: 3 clusters Score -1.630247e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -16302597.000000 Penalty: 5739.176758
	Iteration 114Q: 3 clusters Score -1.63026e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -16302752.000000 Penalty: 5739.176758
	Iteration 115Q: 3 clusters Score -1.630275e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -16302846.000000 Penalty: 5739.176758
	Iteration 116Q: 3 clusters Score -1.630285e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -16303001.000000 Penalty: 5739.176758
	Iteration 117Q: 3 clusters Score -1.6303e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -16303142.000000 Penalty: 5739.176758
	Iteration 118Q: 3 clusters Score -1.630314e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -16303273.000000 Penalty: 5739.176758
	Iteration 119Q: 3 clusters Score -1.630327e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -16303393.000000 Penalty: 5739.176758
	Iteration 120F: 3 clusters Score -1.630339e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -16303510.000000 Penalty: 5739.176758
	Iteration 121Q: 3 clusters Score -1.630351e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -16303609.000000 Penalty: 5739.176758
	Iteration 122Q: 3 clusters Score -1.630361e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -16303736.000000 Penalty: 5739.176758
	Iteration 123Q: 3 clusters Score -1.630374e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -16303832.000000 Penalty: 5739.176758
	Iteration 124Q: 3 clusters Score -1.630383e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -16303878.000000 Penalty: 5739.176758
	Iteration 125Q: 3 clusters Score -1.630388e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -16303945.000000 Penalty: 5739.176758
	Iteration 126Q: 3 clusters Score -1.630394e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -16304017.000000 Penalty: 5739.176758
	Iteration 127Q: 3 clusters Score -1.630402e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -16304059.000000 Penalty: 5739.176758
	Iteration 128Q: 3 clusters Score -1.630406e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -16304110.000000 Penalty: 5739.176758
	Iteration 129Q: 3 clusters Score -1.630411e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -16304165.000000 Penalty: 5739.176758
	Iteration 130Q: 3 clusters Score -1.630416e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -16304151.000000 Penalty: 5739.176758
	Iteration 131Q: 3 clusters Score -1.630415e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -16304231.000000 Penalty: 5739.176758
	Iteration 132Q: 3 clusters Score -1.630423e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -16304260.000000 Penalty: 5739.176758
	Iteration 133Q: 3 clusters Score -1.630426e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -16304309.000000 Penalty: 5739.176758
	Iteration 134Q: 3 clusters Score -1.630431e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -16304383.000000 Penalty: 5739.176758
	Iteration 135Q: 3 clusters Score -1.630438e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -16304423.000000 Penalty: 5739.176758
	Iteration 136Q: 3 clusters Score -1.630442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -16304446.000000 Penalty: 5739.176758
	Iteration 137Q: 3 clusters Score -1.630445e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -16304495.000000 Penalty: 5739.176758
	Iteration 138Q: 3 clusters Score -1.63045e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -16304487.000000 Penalty: 5739.176758
	Iteration 139Q: 3 clusters Score -1.630449e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -16304488.000000 Penalty: 5739.176758
	Iteration 140F: 3 clusters Score -1.630449e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -16304506.000000 Penalty: 5739.176758
	Iteration 141Q: 3 clusters Score -1.630451e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -16304528.000000 Penalty: 5739.176758
	Iteration 142Q: 3 clusters Score -1.630453e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -16304537.000000 Penalty: 5739.176758
	Iteration 143Q: 3 clusters Score -1.630454e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -16304545.000000 Penalty: 5739.176758
	Iteration 144Q: 3 clusters Score -1.630454e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -16304546.000000 Penalty: 5739.176758
	Iteration 145Q: 3 clusters Score -1.630455e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -16304524.000000 Penalty: 5739.176758
	Iteration 146Q: 3 clusters Score -1.630452e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -16304573.000000 Penalty: 5739.176758
	Iteration 147Q: 3 clusters Score -1.630457e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -16304572.000000 Penalty: 5739.176758
	Iteration 148Q: 3 clusters Score -1.630457e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -16304567.000000 Penalty: 5739.176758
	Iteration 149Q: 3 clusters Score -1.630457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -16304565.000000 Penalty: 5739.176758
	Iteration 150Q: 3 clusters Score -1.630456e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -16304600.000000 Penalty: 5739.176758
	Iteration 151Q: 3 clusters Score -1.63046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -16304595.000000 Penalty: 5739.176758
	Iteration 152Q: 3 clusters Score -1.63046e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -16304616.000000 Penalty: 5739.176758
	Iteration 153Q: 3 clusters Score -1.630462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -16304626.000000 Penalty: 5739.176758
	Iteration 154Q: 3 clusters Score -1.630463e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -16304651.000000 Penalty: 5739.176758
	Iteration 155Q: 3 clusters Score -1.630465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -16304659.000000 Penalty: 5739.176758
	Iteration 156Q: 3 clusters Score -1.630466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 103370 members 
Entering Unmasked Estep 
Score: -16304680.000000 Penalty: 5739.176758
	Iteration 157Q: 3 clusters Score -1.630468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -16304691.000000 Penalty: 5739.176758
	Iteration 158Q: 3 clusters Score -1.630469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -16304694.000000 Penalty: 5739.176758
	Iteration 159Q: 3 clusters Score -1.630469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -16304694.000000 Penalty: 5739.176758
	Iteration 160F: 3 clusters Score -1.630469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -16304688.000000 Penalty: 5739.176758
	Iteration 161Q: 3 clusters Score -1.630469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -16304714.000000 Penalty: 5739.176758
	Iteration 162Q: 3 clusters Score -1.630471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -16304723.000000 Penalty: 5739.176758
	Iteration 163Q: 3 clusters Score -1.630472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -16304735.000000 Penalty: 5739.176758
	Iteration 164Q: 3 clusters Score -1.630474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -16304728.000000 Penalty: 5739.176758
	Iteration 165Q: 3 clusters Score -1.630473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -16304729.000000 Penalty: 5739.176758
	Iteration 166Q: 3 clusters Score -1.630473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -16304727.000000 Penalty: 5739.176758
	Iteration 167Q: 3 clusters Score -1.630473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -16304731.000000 Penalty: 5739.176758
	Iteration 168Q: 3 clusters Score -1.630473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -16304740.000000 Penalty: 5739.176758
	Iteration 169Q: 3 clusters Score -1.630474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -16304725.000000 Penalty: 5739.176758
	Iteration 170Q: 3 clusters Score -1.630472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -16304745.000000 Penalty: 5739.176758
	Iteration 171Q: 3 clusters Score -1.630474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -16304760.000000 Penalty: 5739.176758
	Iteration 172Q: 3 clusters Score -1.630476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -16304766.000000 Penalty: 5739.176758
	Iteration 173Q: 3 clusters Score -1.630477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -16304761.000000 Penalty: 5739.176758
	Iteration 174Q: 3 clusters Score -1.630476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 103836 members 
Entering Unmasked Estep 
Score: -16304769.000000 Penalty: 5739.176758
	Iteration 175Q: 3 clusters Score -1.630477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -16304787.000000 Penalty: 5739.176758
	Iteration 176Q: 3 clusters Score -1.630479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -16304788.000000 Penalty: 5739.176758
	Iteration 177Q: 3 clusters Score -1.630479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -16304791.000000 Penalty: 5739.176758
	Iteration 178Q: 3 clusters Score -1.630479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -16304791.000000 Penalty: 5739.176758
	Iteration 179Q: 3 clusters Score -1.630479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -16304788.000000 Penalty: 5739.176758
	Iteration 180F: 3 clusters Score -1.630479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -16304780.000000 Penalty: 5739.176758
	Iteration 181Q: 3 clusters Score -1.630478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -16304779.000000 Penalty: 5739.176758
	Iteration 182Q: 3 clusters Score -1.630478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -16304776.000000 Penalty: 5739.176758
	Iteration 183Q: 3 clusters Score -1.630478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -16304783.000000 Penalty: 5739.176758
	Iteration 184Q: 3 clusters Score -1.630478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -16304794.000000 Penalty: 5739.176758
	Iteration 185Q: 3 clusters Score -1.630479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -16304787.000000 Penalty: 5739.176758
	Iteration 186Q: 3 clusters Score -1.630479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -16304789.000000 Penalty: 5739.176758
	Iteration 187Q: 3 clusters Score -1.630479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -16304801.000000 Penalty: 5739.176758
	Iteration 188Q: 3 clusters Score -1.63048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -16304807.000000 Penalty: 5739.176758
	Iteration 189Q: 3 clusters Score -1.630481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -16304807.000000 Penalty: 5739.176758
	Iteration 190Q: 3 clusters Score -1.630481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -16304820.000000 Penalty: 5739.176758
	Iteration 191Q: 3 clusters Score -1.630482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -16304814.000000 Penalty: 5739.176758
	Iteration 192Q: 3 clusters Score -1.630481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -16304807.000000 Penalty: 5739.176758
	Iteration 193Q: 3 clusters Score -1.630481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -16304811.000000 Penalty: 5739.176758
	Iteration 194Q: 3 clusters Score -1.630481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -16304808.000000 Penalty: 5739.176758
	Iteration 195Q: 3 clusters Score -1.630481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -16304813.000000 Penalty: 5739.176758
	Iteration 196Q: 3 clusters Score -1.630481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -16304809.000000 Penalty: 5739.176758
	Iteration 197Q: 3 clusters Score -1.630481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -16304809.000000 Penalty: 5739.176758
	Iteration 198F: 3 clusters Score -1.630481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 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: -85279.453125 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85279.45 nChanged 203
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: -86077.187500 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86077.19 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86515.726562 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86515.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86712.187500 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86712.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86916.351562 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -86916.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87022.820312 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -87022.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87116.734375 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87116.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87183.343750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87183.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87250.414062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87250.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87268.445312 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87268.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87270.843750 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87270.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87270.843750 Penalty: 3234.228271
	Iteration 11F: 3 clusters Score -87270.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 102783 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 33286 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55117 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10289 members 
Mstep: Class 14 contains 105971 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 16 contains 94902 members 
Mstep: Class 17 contains 19602 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41404 members 
Mstep: Class 23 contains 60136 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 101319 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 412 members 
Entering Unmasked Estep 
Score: -137798416.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137799776.000000 to -137798416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (94902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Entering Unmasked Estep 
Score: -14645498.000000 Penalty: 2842.228760
	Iteration 0F: 2 clusters Score -1.46455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -14583146.000000 Penalty: 5684.457520
	Iteration 0F: 3 clusters Score -1.458315e+07 nChanged 44648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -14608820.000000 Penalty: 5684.457520
	Iteration 1F: 3 clusters Score -1.460882e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -14609877.000000 Penalty: 5684.457520
	Iteration 2Q: 3 clusters Score -1.460988e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -14611232.000000 Penalty: 5684.457520
	Iteration 3Q: 3 clusters Score -1.461123e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -14613412.000000 Penalty: 5684.457520
	Iteration 4Q: 3 clusters Score -1.461341e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -14617008.000000 Penalty: 5684.457520
	Iteration 5F: 3 clusters Score -1.461701e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -14622676.000000 Penalty: 5684.457520
	Iteration 6F: 3 clusters Score -1.462268e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -14629433.000000 Penalty: 5684.457520
	Iteration 7F: 3 clusters Score -1.462943e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -14635289.000000 Penalty: 5684.457520
	Iteration 8F: 3 clusters Score -1.463529e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -14639283.000000 Penalty: 5684.457520
	Iteration 9Q: 3 clusters Score -1.463928e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -14641522.000000 Penalty: 5684.457520
	Iteration 10Q: 3 clusters Score -1.464152e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -14642589.000000 Penalty: 5684.457520
	Iteration 11Q: 3 clusters Score -1.464259e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -14643099.000000 Penalty: 5684.457520
	Iteration 12Q: 3 clusters Score -1.46431e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -14643384.000000 Penalty: 5684.457520
	Iteration 13Q: 3 clusters Score -1.464338e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14643576.000000 Penalty: 5684.457520
	Iteration 14Q: 3 clusters Score -1.464358e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -14643666.000000 Penalty: 5684.457520
	Iteration 15Q: 3 clusters Score -1.464367e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -14643735.000000 Penalty: 5684.457520
	Iteration 16Q: 3 clusters Score -1.464374e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -14643791.000000 Penalty: 5684.457520
	Iteration 17Q: 3 clusters Score -1.464379e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14643856.000000 Penalty: 5684.457520
	Iteration 18Q: 3 clusters Score -1.464386e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14643904.000000 Penalty: 5684.457520
	Iteration 19Q: 3 clusters Score -1.46439e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14643942.000000 Penalty: 5684.457520
	Iteration 20F: 3 clusters Score -1.464394e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14643945.000000 Penalty: 5684.457520
	Iteration 21Q: 3 clusters Score -1.464394e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14643954.000000 Penalty: 5684.457520
	Iteration 22Q: 3 clusters Score -1.464395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14643948.000000 Penalty: 5684.457520
	Iteration 23Q: 3 clusters Score -1.464395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14643958.000000 Penalty: 5684.457520
	Iteration 24Q: 3 clusters Score -1.464396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14643981.000000 Penalty: 5684.457520
	Iteration 25Q: 3 clusters Score -1.464398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -14643998.000000 Penalty: 5684.457520
	Iteration 26Q: 3 clusters Score -1.4644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14643997.000000 Penalty: 5684.457520
	Iteration 27Q: 3 clusters Score -1.4644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14644001.000000 Penalty: 5684.457520
	Iteration 28Q: 3 clusters Score -1.4644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14644014.000000 Penalty: 5684.457520
	Iteration 29Q: 3 clusters Score -1.464401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14644008.000000 Penalty: 5684.457520
	Iteration 30Q: 3 clusters Score -1.464401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14644025.000000 Penalty: 5684.457520
	Iteration 31Q: 3 clusters Score -1.464402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14644031.000000 Penalty: 5684.457520
	Iteration 32Q: 3 clusters Score -1.464403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14644027.000000 Penalty: 5684.457520
	Iteration 33Q: 3 clusters Score -1.464403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14644031.000000 Penalty: 5684.457520
	Iteration 34Q: 3 clusters Score -1.464403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14644031.000000 Penalty: 5684.457520
	Iteration 35Q: 3 clusters Score -1.464403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14644035.000000 Penalty: 5684.457520
	Iteration 36Q: 3 clusters Score -1.464404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14644036.000000 Penalty: 5684.457520
	Iteration 37Q: 3 clusters Score -1.464404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14644037.000000 Penalty: 5684.457520
	Iteration 38Q: 3 clusters Score -1.464404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14644027.000000 Penalty: 5684.457520
	Iteration 39Q: 3 clusters Score -1.464403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14644037.000000 Penalty: 5684.457520
	Iteration 40F: 3 clusters Score -1.464404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14644036.000000 Penalty: 5684.457520
	Iteration 41Q: 3 clusters Score -1.464404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14644027.000000 Penalty: 5684.457520
	Iteration 42Q: 3 clusters Score -1.464403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -14644033.000000 Penalty: 5684.457520
	Iteration 43Q: 3 clusters Score -1.464403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14644032.000000 Penalty: 5684.457520
	Iteration 44Q: 3 clusters Score -1.464403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14644032.000000 Penalty: 5684.457520
	Iteration 45F: 3 clusters Score -1.464403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Entering Unmasked Estep 
Score: -2965592.250000 Penalty: 2451.079834
	Iteration 0F: 2 clusters Score -2965592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2951824.500000 Penalty: 4902.159668
	Iteration 0F: 3 clusters Score -2951824 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2956383.250000 Penalty: 4902.159668
	Iteration 1F: 3 clusters Score -2956383 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2956755.250000 Penalty: 4902.159668
	Iteration 2F: 3 clusters Score -2956755 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2957039.250000 Penalty: 4902.159668
	Iteration 3Q: 3 clusters Score -2957039 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2957302.750000 Penalty: 4902.159668
	Iteration 4Q: 3 clusters Score -2957303 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2957627.250000 Penalty: 4902.159668
	Iteration 5Q: 3 clusters Score -2957627 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2958042.250000 Penalty: 4902.159668
	Iteration 6Q: 3 clusters Score -2958042 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2958577.500000 Penalty: 4902.159668
	Iteration 7Q: 3 clusters Score -2958578 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2959143.750000 Penalty: 4902.159668
	Iteration 8Q: 3 clusters Score -2959144 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2959817.000000 Penalty: 4902.159668
	Iteration 9Q: 3 clusters Score -2959817 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2960464.250000 Penalty: 4902.159668
	Iteration 10Q: 3 clusters Score -2960464 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2960985.750000 Penalty: 4902.159668
	Iteration 11Q: 3 clusters Score -2960986 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2961386.250000 Penalty: 4902.159668
	Iteration 12Q: 3 clusters Score -2961386 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2961723.500000 Penalty: 4902.159668
	Iteration 13Q: 3 clusters Score -2961724 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2961943.250000 Penalty: 4902.159668
	Iteration 14Q: 3 clusters Score -2961943 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2962118.500000 Penalty: 4902.159668
	Iteration 15Q: 3 clusters Score -2962118 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2962254.500000 Penalty: 4902.159668
	Iteration 16Q: 3 clusters Score -2962254 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2962356.750000 Penalty: 4902.159668
	Iteration 17Q: 3 clusters Score -2962357 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2962450.750000 Penalty: 4902.159668
	Iteration 18Q: 3 clusters Score -2962451 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2962512.750000 Penalty: 4902.159668
	Iteration 19Q: 3 clusters Score -2962513 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2962577.250000 Penalty: 4902.159668
	Iteration 20F: 3 clusters Score -2962577 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2962628.250000 Penalty: 4902.159668
	Iteration 21Q: 3 clusters Score -2962628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2962660.500000 Penalty: 4902.159668
	Iteration 22Q: 3 clusters Score -2962660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2962691.500000 Penalty: 4902.159668
	Iteration 23Q: 3 clusters Score -2962692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2962719.500000 Penalty: 4902.159668
	Iteration 24Q: 3 clusters Score -2962720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2962762.250000 Penalty: 4902.159668
	Iteration 25Q: 3 clusters Score -2962762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2962791.000000 Penalty: 4902.159668
	Iteration 26Q: 3 clusters Score -2962791 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2962818.750000 Penalty: 4902.159668
	Iteration 27Q: 3 clusters Score -2962819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2962860.750000 Penalty: 4902.159668
	Iteration 28Q: 3 clusters Score -2962861 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2962906.000000 Penalty: 4902.159668
	Iteration 29Q: 3 clusters Score -2962906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2962943.750000 Penalty: 4902.159668
	Iteration 30Q: 3 clusters Score -2962944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2962970.000000 Penalty: 4902.159668
	Iteration 31Q: 3 clusters Score -2962970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2963002.500000 Penalty: 4902.159668
	Iteration 32Q: 3 clusters Score -2963002 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2963034.000000 Penalty: 4902.159668
	Iteration 33Q: 3 clusters Score -2963034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2963060.750000 Penalty: 4902.159668
	Iteration 34Q: 3 clusters Score -2963061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2963100.250000 Penalty: 4902.159668
	Iteration 35Q: 3 clusters Score -2963100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2963125.000000 Penalty: 4902.159668
	Iteration 36Q: 3 clusters Score -2963125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2963159.500000 Penalty: 4902.159668
	Iteration 37Q: 3 clusters Score -2963160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2963176.750000 Penalty: 4902.159668
	Iteration 38Q: 3 clusters Score -2963177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2963208.250000 Penalty: 4902.159668
	Iteration 39Q: 3 clusters Score -2963208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2963227.500000 Penalty: 4902.159668
	Iteration 40F: 3 clusters Score -2963228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2963246.000000 Penalty: 4902.159668
	Iteration 41Q: 3 clusters Score -2963246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2963267.750000 Penalty: 4902.159668
	Iteration 42Q: 3 clusters Score -2963268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2963287.250000 Penalty: 4902.159668
	Iteration 43Q: 3 clusters Score -2963287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2963299.500000 Penalty: 4902.159668
	Iteration 44Q: 3 clusters Score -2963300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2963310.250000 Penalty: 4902.159668
	Iteration 45Q: 3 clusters Score -2963310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2963325.000000 Penalty: 4902.159668
	Iteration 46Q: 3 clusters Score -2963325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2963336.000000 Penalty: 4902.159668
	Iteration 47Q: 3 clusters Score -2963336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2963352.500000 Penalty: 4902.159668
	Iteration 48Q: 3 clusters Score -2963352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2963357.750000 Penalty: 4902.159668
	Iteration 49Q: 3 clusters Score -2963358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2963370.250000 Penalty: 4902.159668
	Iteration 50Q: 3 clusters Score -2963370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2963381.000000 Penalty: 4902.159668
	Iteration 51Q: 3 clusters Score -2963381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2963387.250000 Penalty: 4902.159668
	Iteration 52Q: 3 clusters Score -2963387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2963398.250000 Penalty: 4902.159668
	Iteration 53Q: 3 clusters Score -2963398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2963404.000000 Penalty: 4902.159668
	Iteration 54Q: 3 clusters Score -2963404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2963405.750000 Penalty: 4902.159668
	Iteration 55Q: 3 clusters Score -2963406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2963414.000000 Penalty: 4902.159668
	Iteration 56Q: 3 clusters Score -2963414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2963422.250000 Penalty: 4902.159668
	Iteration 57Q: 3 clusters Score -2963422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2963428.750000 Penalty: 4902.159668
	Iteration 58Q: 3 clusters Score -2963429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2963430.000000 Penalty: 4902.159668
	Iteration 59Q: 3 clusters Score -2963430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2963441.750000 Penalty: 4902.159668
	Iteration 60F: 3 clusters Score -2963442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2963444.000000 Penalty: 4902.159668
	Iteration 61Q: 3 clusters Score -2963444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2963443.500000 Penalty: 4902.159668
	Iteration 62Q: 3 clusters Score -2963444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2963451.250000 Penalty: 4902.159668
	Iteration 63Q: 3 clusters Score -2963451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2963456.000000 Penalty: 4902.159668
	Iteration 64Q: 3 clusters Score -2963456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2963456.000000 Penalty: 4902.159668
	Iteration 65Q: 3 clusters Score -2963456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2963460.250000 Penalty: 4902.159668
	Iteration 66Q: 3 clusters Score -2963460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2963468.500000 Penalty: 4902.159668
	Iteration 67Q: 3 clusters Score -2963468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2963468.250000 Penalty: 4902.159668
	Iteration 68Q: 3 clusters Score -2963468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2963476.500000 Penalty: 4902.159668
	Iteration 69Q: 3 clusters Score -2963476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2963480.750000 Penalty: 4902.159668
	Iteration 70Q: 3 clusters Score -2963481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2963482.250000 Penalty: 4902.159668
	Iteration 71Q: 3 clusters Score -2963482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2963484.500000 Penalty: 4902.159668
	Iteration 72Q: 3 clusters Score -2963484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2963490.500000 Penalty: 4902.159668
	Iteration 73Q: 3 clusters Score -2963490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2963488.750000 Penalty: 4902.159668
	Iteration 74Q: 3 clusters Score -2963489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2963491.750000 Penalty: 4902.159668
	Iteration 75Q: 3 clusters Score -2963492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2963495.500000 Penalty: 4902.159668
	Iteration 76Q: 3 clusters Score -2963496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2963497.250000 Penalty: 4902.159668
	Iteration 77Q: 3 clusters Score -2963497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2963502.000000 Penalty: 4902.159668
	Iteration 78Q: 3 clusters Score -2963502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2963505.750000 Penalty: 4902.159668
	Iteration 79Q: 3 clusters Score -2963506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2963511.500000 Penalty: 4902.159668
	Iteration 80F: 3 clusters Score -2963512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2963515.250000 Penalty: 4902.159668
	Iteration 81Q: 3 clusters Score -2963515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2963519.250000 Penalty: 4902.159668
	Iteration 82Q: 3 clusters Score -2963519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2963517.500000 Penalty: 4902.159668
	Iteration 83Q: 3 clusters Score -2963518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2963519.500000 Penalty: 4902.159668
	Iteration 84Q: 3 clusters Score -2963520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2963519.250000 Penalty: 4902.159668
	Iteration 85Q: 3 clusters Score -2963519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2963522.250000 Penalty: 4902.159668
	Iteration 86Q: 3 clusters Score -2963522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2963526.250000 Penalty: 4902.159668
	Iteration 87Q: 3 clusters Score -2963526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2963526.000000 Penalty: 4902.159668
	Iteration 88Q: 3 clusters Score -2963526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2963526.000000 Penalty: 4902.159668
	Iteration 89F: 3 clusters Score -2963526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -55320.871094 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -55320.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54013.679688 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -54013.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54338.589844 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -54338.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54701.589844 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -54701.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -55029.871094 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -55029.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -55238.566406 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -55238.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -55288.476562 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -55288.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55306.324219 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -55306.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -55325.621094 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -55325.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -55331.656250 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -55331.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -55331.656250 Penalty: 3083.436523
	Iteration 9F: 3 clusters Score -55331.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 102783 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 33286 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55117 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10289 members 
Mstep: Class 14 contains 105971 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94902 members 
Mstep: Class 17 contains 19602 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41404 members 
Mstep: Class 23 contains 60136 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 101319 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 58 members 
Entering Unmasked Estep 
Score: -137798000.000000 Penalty: 91921.562500
Splitting cluster 18 changes total score from -137799776.000000 to -137798000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Entering Unmasked Estep 
Score: -4313043.500000 Penalty: 2553.517334
	Iteration 0F: 2 clusters Score -4313044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4292664.000000 Penalty: 5107.034668
	Iteration 0F: 3 clusters Score -4292664 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4299916.500000 Penalty: 5107.034668
	Iteration 1F: 3 clusters Score -4299916 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4300377.000000 Penalty: 5107.034668
	Iteration 2Q: 3 clusters Score -4300377 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4300803.500000 Penalty: 5107.034668
	Iteration 3Q: 3 clusters Score -4300804 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4301275.000000 Penalty: 5107.034668
	Iteration 4Q: 3 clusters Score -4301275 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4301898.500000 Penalty: 5107.034668
	Iteration 5Q: 3 clusters Score -4301898 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4302802.500000 Penalty: 5107.034668
	Iteration 6F: 3 clusters Score -4302802 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -4304097.500000 Penalty: 5107.034668
	Iteration 7F: 3 clusters Score -4304098 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4305729.000000 Penalty: 5107.034668
	Iteration 8F: 3 clusters Score -4305729 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4307491.000000 Penalty: 5107.034668
	Iteration 9F: 3 clusters Score -4307491 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4308945.500000 Penalty: 5107.034668
	Iteration 10F: 3 clusters Score -4308946 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4309874.000000 Penalty: 5107.034668
	Iteration 11Q: 3 clusters Score -4309874 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4310338.500000 Penalty: 5107.034668
	Iteration 12Q: 3 clusters Score -4310338 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4310619.000000 Penalty: 5107.034668
	Iteration 13Q: 3 clusters Score -4310619 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4310752.500000 Penalty: 5107.034668
	Iteration 14Q: 3 clusters Score -4310752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4310842.000000 Penalty: 5107.034668
	Iteration 15Q: 3 clusters Score -4310842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4310907.000000 Penalty: 5107.034668
	Iteration 16Q: 3 clusters Score -4310907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4310943.000000 Penalty: 5107.034668
	Iteration 17Q: 3 clusters Score -4310943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4310966.000000 Penalty: 5107.034668
	Iteration 18Q: 3 clusters Score -4310966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4310991.500000 Penalty: 5107.034668
	Iteration 19Q: 3 clusters Score -4310992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4311007.500000 Penalty: 5107.034668
	Iteration 20F: 3 clusters Score -4311008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4311025.000000 Penalty: 5107.034668
	Iteration 21Q: 3 clusters Score -4311025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4311042.000000 Penalty: 5107.034668
	Iteration 22Q: 3 clusters Score -4311042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4311052.500000 Penalty: 5107.034668
	Iteration 23Q: 3 clusters Score -4311052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4311060.000000 Penalty: 5107.034668
	Iteration 24Q: 3 clusters Score -4311060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4311064.500000 Penalty: 5107.034668
	Iteration 25Q: 3 clusters Score -4311064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4311072.500000 Penalty: 5107.034668
	Iteration 26Q: 3 clusters Score -4311072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4311079.500000 Penalty: 5107.034668
	Iteration 27Q: 3 clusters Score -4311080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4311078.500000 Penalty: 5107.034668
	Iteration 28Q: 3 clusters Score -4311078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4311082.500000 Penalty: 5107.034668
	Iteration 29Q: 3 clusters Score -4311082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4311082.500000 Penalty: 5107.034668
	Iteration 30F: 3 clusters Score -4311082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -464568.375000 Penalty: 2014.789307
	Iteration 0F: 2 clusters Score -464568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -461090.312500 Penalty: 4029.578613
	Iteration 0F: 3 clusters Score -461090.3 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -461910.375000 Penalty: 4029.578613
	Iteration 1F: 3 clusters Score -461910.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -462153.093750 Penalty: 4029.578613
	Iteration 2F: 3 clusters Score -462153.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -462371.187500 Penalty: 4029.578613
	Iteration 3F: 3 clusters Score -462371.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -462679.031250 Penalty: 4029.578613
	Iteration 4F: 3 clusters Score -462679 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -463030.875000 Penalty: 4029.578613
	Iteration 5F: 3 clusters Score -463030.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -463369.687500 Penalty: 4029.578613
	Iteration 6F: 3 clusters Score -463369.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -463659.718750 Penalty: 4029.578613
	Iteration 7F: 3 clusters Score -463659.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -463830.468750 Penalty: 4029.578613
	Iteration 8Q: 3 clusters Score -463830.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -463909.281250 Penalty: 4029.578613
	Iteration 9Q: 3 clusters Score -463909.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -463953.656250 Penalty: 4029.578613
	Iteration 10Q: 3 clusters Score -463953.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -463976.937500 Penalty: 4029.578613
	Iteration 11Q: 3 clusters Score -463976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -463987.375000 Penalty: 4029.578613
	Iteration 12Q: 3 clusters Score -463987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -463991.000000 Penalty: 4029.578613
	Iteration 13Q: 3 clusters Score -463991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -463993.687500 Penalty: 4029.578613
	Iteration 14Q: 3 clusters Score -463993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -463994.781250 Penalty: 4029.578613
	Iteration 15Q: 3 clusters Score -463994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -463994.781250 Penalty: 4029.578613
	Iteration 16F: 3 clusters Score -463994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Entering Unmasked Estep 
Score: -1697413.375000 Penalty: 2306.354248
	Iteration 0F: 2 clusters Score -1697413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1689184.500000 Penalty: 4612.708496
	Iteration 0F: 3 clusters Score -1689184 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1691580.000000 Penalty: 4612.708496
	Iteration 1F: 3 clusters Score -1691580 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1691917.000000 Penalty: 4612.708496
	Iteration 2F: 3 clusters Score -1691917 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1692191.750000 Penalty: 4612.708496
	Iteration 3F: 3 clusters Score -1692192 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1692429.750000 Penalty: 4612.708496
	Iteration 4Q: 3 clusters Score -1692430 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1692700.500000 Penalty: 4612.708496
	Iteration 5Q: 3 clusters Score -1692700 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1692951.250000 Penalty: 4612.708496
	Iteration 6Q: 3 clusters Score -1692951 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1693240.125000 Penalty: 4612.708496
	Iteration 7Q: 3 clusters Score -1693240 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1693555.750000 Penalty: 4612.708496
	Iteration 8Q: 3 clusters Score -1693556 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1693882.625000 Penalty: 4612.708496
	Iteration 9Q: 3 clusters Score -1693883 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1694242.875000 Penalty: 4612.708496
	Iteration 10Q: 3 clusters Score -1694243 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1694547.250000 Penalty: 4612.708496
	Iteration 11Q: 3 clusters Score -1694547 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1694764.000000 Penalty: 4612.708496
	Iteration 12Q: 3 clusters Score -1694764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1694894.250000 Penalty: 4612.708496
	Iteration 13Q: 3 clusters Score -1694894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1694973.375000 Penalty: 4612.708496
	Iteration 14Q: 3 clusters Score -1694973 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1695030.125000 Penalty: 4612.708496
	Iteration 15Q: 3 clusters Score -1695030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1695064.625000 Penalty: 4612.708496
	Iteration 16Q: 3 clusters Score -1695065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1695082.750000 Penalty: 4612.708496
	Iteration 17Q: 3 clusters Score -1695083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1695104.250000 Penalty: 4612.708496
	Iteration 18Q: 3 clusters Score -1695104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1695127.750000 Penalty: 4612.708496
	Iteration 19Q: 3 clusters Score -1695128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1695145.750000 Penalty: 4612.708496
	Iteration 20F: 3 clusters Score -1695146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1695172.375000 Penalty: 4612.708496
	Iteration 21Q: 3 clusters Score -1695172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1695194.250000 Penalty: 4612.708496
	Iteration 22Q: 3 clusters Score -1695194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1695213.375000 Penalty: 4612.708496
	Iteration 23Q: 3 clusters Score -1695213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1695236.000000 Penalty: 4612.708496
	Iteration 24Q: 3 clusters Score -1695236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1695266.000000 Penalty: 4612.708496
	Iteration 25Q: 3 clusters Score -1695266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1695292.000000 Penalty: 4612.708496
	Iteration 26Q: 3 clusters Score -1695292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1695317.125000 Penalty: 4612.708496
	Iteration 27Q: 3 clusters Score -1695317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1695336.375000 Penalty: 4612.708496
	Iteration 28Q: 3 clusters Score -1695336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1695357.250000 Penalty: 4612.708496
	Iteration 29Q: 3 clusters Score -1695357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1695372.875000 Penalty: 4612.708496
	Iteration 30Q: 3 clusters Score -1695373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1695383.875000 Penalty: 4612.708496
	Iteration 31Q: 3 clusters Score -1695384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1695390.875000 Penalty: 4612.708496
	Iteration 32Q: 3 clusters Score -1695391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1695397.125000 Penalty: 4612.708496
	Iteration 33Q: 3 clusters Score -1695397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1695415.250000 Penalty: 4612.708496
	Iteration 34Q: 3 clusters Score -1695415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1695423.875000 Penalty: 4612.708496
	Iteration 35Q: 3 clusters Score -1695424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1695434.250000 Penalty: 4612.708496
	Iteration 36Q: 3 clusters Score -1695434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1695453.250000 Penalty: 4612.708496
	Iteration 37Q: 3 clusters Score -1695453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1695465.875000 Penalty: 4612.708496
	Iteration 38Q: 3 clusters Score -1695466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1695472.250000 Penalty: 4612.708496
	Iteration 39Q: 3 clusters Score -1695472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1695482.750000 Penalty: 4612.708496
	Iteration 40F: 3 clusters Score -1695483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1695494.750000 Penalty: 4612.708496
	Iteration 41Q: 3 clusters Score -1695495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1695499.500000 Penalty: 4612.708496
	Iteration 42Q: 3 clusters Score -1695500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1695503.875000 Penalty: 4612.708496
	Iteration 43Q: 3 clusters Score -1695504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1695512.625000 Penalty: 4612.708496
	Iteration 44Q: 3 clusters Score -1695513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1695525.625000 Penalty: 4612.708496
	Iteration 45Q: 3 clusters Score -1695526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1695533.000000 Penalty: 4612.708496
	Iteration 46Q: 3 clusters Score -1695533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1695544.000000 Penalty: 4612.708496
	Iteration 47Q: 3 clusters Score -1695544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1695545.875000 Penalty: 4612.708496
	Iteration 48Q: 3 clusters Score -1695546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1695545.750000 Penalty: 4612.708496
	Iteration 49Q: 3 clusters Score -1695546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1695547.625000 Penalty: 4612.708496
	Iteration 50Q: 3 clusters Score -1695548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1695546.625000 Penalty: 4612.708496
	Iteration 51Q: 3 clusters Score -1695547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1695545.500000 Penalty: 4612.708496
	Iteration 52Q: 3 clusters Score -1695546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1695552.375000 Penalty: 4612.708496
	Iteration 53Q: 3 clusters Score -1695552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1695556.125000 Penalty: 4612.708496
	Iteration 54Q: 3 clusters Score -1695556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1695558.000000 Penalty: 4612.708496
	Iteration 55Q: 3 clusters Score -1695558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1695554.250000 Penalty: 4612.708496
	Iteration 56Q: 3 clusters Score -1695554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1695556.375000 Penalty: 4612.708496
	Iteration 57Q: 3 clusters Score -1695556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1695559.250000 Penalty: 4612.708496
	Iteration 58Q: 3 clusters Score -1695559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1695560.625000 Penalty: 4612.708496
	Iteration 59Q: 3 clusters Score -1695561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1695560.250000 Penalty: 4612.708496
	Iteration 60F: 3 clusters Score -1695560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1695562.125000 Penalty: 4612.708496
	Iteration 61Q: 3 clusters Score -1695562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1695560.000000 Penalty: 4612.708496
	Iteration 62Q: 3 clusters Score -1695560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1695560.000000 Penalty: 4612.708496
	Iteration 63F: 3 clusters Score -1695560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Entering Unmasked Estep 
Score: -6420903.000000 Penalty: 2636.520996
	Iteration 0F: 2 clusters Score -6420903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6392850.500000 Penalty: 5273.041992
	Iteration 0F: 3 clusters Score -6392850 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -6403161.000000 Penalty: 5273.041992
	Iteration 1F: 3 clusters Score -6403161 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6403682.000000 Penalty: 5273.041992
	Iteration 2Q: 3 clusters Score -6403682 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -6404137.000000 Penalty: 5273.041992
	Iteration 3Q: 3 clusters Score -6404137 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -6404622.500000 Penalty: 5273.041992
	Iteration 4Q: 3 clusters Score -6404622 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6405151.000000 Penalty: 5273.041992
	Iteration 5Q: 3 clusters Score -6405151 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6405718.500000 Penalty: 5273.041992
	Iteration 6Q: 3 clusters Score -6405718 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -6406515.500000 Penalty: 5273.041992
	Iteration 7Q: 3 clusters Score -6406516 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -6407667.000000 Penalty: 5273.041992
	Iteration 8F: 3 clusters Score -6407667 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -6409173.500000 Penalty: 5273.041992
	Iteration 9F: 3 clusters Score -6409174 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -6411348.000000 Penalty: 5273.041992
	Iteration 10F: 3 clusters Score -6411348 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -6413829.500000 Penalty: 5273.041992
	Iteration 11F: 3 clusters Score -6413830 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -6415996.000000 Penalty: 5273.041992
	Iteration 12F: 3 clusters Score -6415996 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6417344.000000 Penalty: 5273.041992
	Iteration 13Q: 3 clusters Score -6417344 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -6417954.000000 Penalty: 5273.041992
	Iteration 14Q: 3 clusters Score -6417954 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6418240.500000 Penalty: 5273.041992
	Iteration 15Q: 3 clusters Score -6418240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -6418363.000000 Penalty: 5273.041992
	Iteration 16Q: 3 clusters Score -6418363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -6418437.500000 Penalty: 5273.041992
	Iteration 17Q: 3 clusters Score -6418438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -6418500.500000 Penalty: 5273.041992
	Iteration 18Q: 3 clusters Score -6418500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6418532.000000 Penalty: 5273.041992
	Iteration 19Q: 3 clusters Score -6418532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -6418549.500000 Penalty: 5273.041992
	Iteration 20F: 3 clusters Score -6418550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6418558.500000 Penalty: 5273.041992
	Iteration 21Q: 3 clusters Score -6418558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -6418561.000000 Penalty: 5273.041992
	Iteration 22Q: 3 clusters Score -6418561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6418570.500000 Penalty: 5273.041992
	Iteration 23Q: 3 clusters Score -6418570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -6418575.500000 Penalty: 5273.041992
	Iteration 24Q: 3 clusters Score -6418576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6418590.500000 Penalty: 5273.041992
	Iteration 25Q: 3 clusters Score -6418590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -6418595.000000 Penalty: 5273.041992
	Iteration 26Q: 3 clusters Score -6418595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -6418609.500000 Penalty: 5273.041992
	Iteration 27Q: 3 clusters Score -6418610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6418621.000000 Penalty: 5273.041992
	Iteration 28Q: 3 clusters Score -6418621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -6418625.500000 Penalty: 5273.041992
	Iteration 29Q: 3 clusters Score -6418626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -6418625.500000 Penalty: 5273.041992
	Iteration 30Q: 3 clusters Score -6418626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -6418632.000000 Penalty: 5273.041992
	Iteration 31Q: 3 clusters Score -6418632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -6418637.000000 Penalty: 5273.041992
	Iteration 32Q: 3 clusters Score -6418637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -6418637.000000 Penalty: 5273.041992
	Iteration 33F: 3 clusters Score -6418637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Entering Unmasked Estep 
Score: -9388707.000000 Penalty: 2729.082275
	Iteration 0F: 2 clusters Score -9388707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -9348220.000000 Penalty: 5458.164551
	Iteration 0F: 3 clusters Score -9348220 nChanged 27972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -9363922.000000 Penalty: 5458.164551
	Iteration 1F: 3 clusters Score -9363922 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -9364443.000000 Penalty: 5458.164551
	Iteration 2Q: 3 clusters Score -9364443 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -9364938.000000 Penalty: 5458.164551
	Iteration 3Q: 3 clusters Score -9364938 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9365412.000000 Penalty: 5458.164551
	Iteration 4Q: 3 clusters Score -9365412 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -9366100.000000 Penalty: 5458.164551
	Iteration 5Q: 3 clusters Score -9366100 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -9366979.000000 Penalty: 5458.164551
	Iteration 6Q: 3 clusters Score -9366979 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9368150.000000 Penalty: 5458.164551
	Iteration 7Q: 3 clusters Score -9368150 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -9369816.000000 Penalty: 5458.164551
	Iteration 8Q: 3 clusters Score -9369816 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -9372177.000000 Penalty: 5458.164551
	Iteration 9F: 3 clusters Score -9372177 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -9374998.000000 Penalty: 5458.164551
	Iteration 10F: 3 clusters Score -9374998 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -9377496.000000 Penalty: 5458.164551
	Iteration 11F: 3 clusters Score -9377496 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -9378721.000000 Penalty: 5458.164551
	Iteration 12Q: 3 clusters Score -9378721 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -9379237.000000 Penalty: 5458.164551
	Iteration 13Q: 3 clusters Score -9379237 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -9379430.000000 Penalty: 5458.164551
	Iteration 14Q: 3 clusters Score -9379430 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9379577.000000 Penalty: 5458.164551
	Iteration 15Q: 3 clusters Score -9379577 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -9379764.000000 Penalty: 5458.164551
	Iteration 16Q: 3 clusters Score -9379764 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -9379824.000000 Penalty: 5458.164551
	Iteration 17Q: 3 clusters Score -9379824 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -9379876.000000 Penalty: 5458.164551
	Iteration 18Q: 3 clusters Score -9379876 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -9379966.000000 Penalty: 5458.164551
	Iteration 19Q: 3 clusters Score -9379966 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -9380090.000000 Penalty: 5458.164551
	Iteration 20F: 3 clusters Score -9380090 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -9380218.000000 Penalty: 5458.164551
	Iteration 21Q: 3 clusters Score -9380218 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9380285.000000 Penalty: 5458.164551
	Iteration 22Q: 3 clusters Score -9380285 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -9380329.000000 Penalty: 5458.164551
	Iteration 23Q: 3 clusters Score -9380329 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9380424.000000 Penalty: 5458.164551
	Iteration 24Q: 3 clusters Score -9380424 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -9380513.000000 Penalty: 5458.164551
	Iteration 25Q: 3 clusters Score -9380513 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9380601.000000 Penalty: 5458.164551
	Iteration 26Q: 3 clusters Score -9380601 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -9380692.000000 Penalty: 5458.164551
	Iteration 27Q: 3 clusters Score -9380692 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -9380728.000000 Penalty: 5458.164551
	Iteration 28Q: 3 clusters Score -9380728 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -9380803.000000 Penalty: 5458.164551
	Iteration 29Q: 3 clusters Score -9380803 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -9380874.000000 Penalty: 5458.164551
	Iteration 30Q: 3 clusters Score -9380874 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -9380930.000000 Penalty: 5458.164551
	Iteration 31Q: 3 clusters Score -9380930 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -9380995.000000 Penalty: 5458.164551
	Iteration 32Q: 3 clusters Score -9380995 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -9381029.000000 Penalty: 5458.164551
	Iteration 33Q: 3 clusters Score -9381029 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9381094.000000 Penalty: 5458.164551
	Iteration 34Q: 3 clusters Score -9381094 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -9381153.000000 Penalty: 5458.164551
	Iteration 35Q: 3 clusters Score -9381153 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -9381244.000000 Penalty: 5458.164551
	Iteration 36Q: 3 clusters Score -9381244 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -9381344.000000 Penalty: 5458.164551
	Iteration 37Q: 3 clusters Score -9381344 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -9381453.000000 Penalty: 5458.164551
	Iteration 38Q: 3 clusters Score -9381453 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9381617.000000 Penalty: 5458.164551
	Iteration 39Q: 3 clusters Score -9381617 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -9381725.000000 Penalty: 5458.164551
	Iteration 40F: 3 clusters Score -9381725 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -9381840.000000 Penalty: 5458.164551
	Iteration 41Q: 3 clusters Score -9381840 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -9382021.000000 Penalty: 5458.164551
	Iteration 42Q: 3 clusters Score -9382021 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9382168.000000 Penalty: 5458.164551
	Iteration 43Q: 3 clusters Score -9382168 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -9382330.000000 Penalty: 5458.164551
	Iteration 44Q: 3 clusters Score -9382330 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9382528.000000 Penalty: 5458.164551
	Iteration 45Q: 3 clusters Score -9382528 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9382688.000000 Penalty: 5458.164551
	Iteration 46Q: 3 clusters Score -9382688 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9382881.000000 Penalty: 5458.164551
	Iteration 47Q: 3 clusters Score -9382881 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -9383072.000000 Penalty: 5458.164551
	Iteration 48Q: 3 clusters Score -9383072 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9383221.000000 Penalty: 5458.164551
	Iteration 49Q: 3 clusters Score -9383221 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -9383363.000000 Penalty: 5458.164551
	Iteration 50Q: 3 clusters Score -9383363 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -9383527.000000 Penalty: 5458.164551
	Iteration 51Q: 3 clusters Score -9383527 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9383684.000000 Penalty: 5458.164551
	Iteration 52Q: 3 clusters Score -9383684 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9383802.000000 Penalty: 5458.164551
	Iteration 53Q: 3 clusters Score -9383802 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -9383962.000000 Penalty: 5458.164551
	Iteration 54Q: 3 clusters Score -9383962 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9384092.000000 Penalty: 5458.164551
	Iteration 55Q: 3 clusters Score -9384092 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -9384279.000000 Penalty: 5458.164551
	Iteration 56Q: 3 clusters Score -9384279 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -9384409.000000 Penalty: 5458.164551
	Iteration 57Q: 3 clusters Score -9384409 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -9384552.000000 Penalty: 5458.164551
	Iteration 58Q: 3 clusters Score -9384552 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -9384705.000000 Penalty: 5458.164551
	Iteration 59Q: 3 clusters Score -9384705 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -9384856.000000 Penalty: 5458.164551
	Iteration 60F: 3 clusters Score -9384856 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -9385008.000000 Penalty: 5458.164551
	Iteration 61Q: 3 clusters Score -9385008 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -9385131.000000 Penalty: 5458.164551
	Iteration 62Q: 3 clusters Score -9385131 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -9385258.000000 Penalty: 5458.164551
	Iteration 63Q: 3 clusters Score -9385258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -9385380.000000 Penalty: 5458.164551
	Iteration 64Q: 3 clusters Score -9385380 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -9385471.000000 Penalty: 5458.164551
	Iteration 65Q: 3 clusters Score -9385471 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -9385564.000000 Penalty: 5458.164551
	Iteration 66Q: 3 clusters Score -9385564 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -9385608.000000 Penalty: 5458.164551
	Iteration 67Q: 3 clusters Score -9385608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -9385714.000000 Penalty: 5458.164551
	Iteration 68Q: 3 clusters Score -9385714 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -9385783.000000 Penalty: 5458.164551
	Iteration 69Q: 3 clusters Score -9385783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -9385887.000000 Penalty: 5458.164551
	Iteration 70Q: 3 clusters Score -9385887 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -9385942.000000 Penalty: 5458.164551
	Iteration 71Q: 3 clusters Score -9385942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -9385985.000000 Penalty: 5458.164551
	Iteration 72Q: 3 clusters Score -9385985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -9386035.000000 Penalty: 5458.164551
	Iteration 73Q: 3 clusters Score -9386035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -9386088.000000 Penalty: 5458.164551
	Iteration 74Q: 3 clusters Score -9386088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -9386098.000000 Penalty: 5458.164551
	Iteration 75Q: 3 clusters Score -9386098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -9386147.000000 Penalty: 5458.164551
	Iteration 76Q: 3 clusters Score -9386147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -9386197.000000 Penalty: 5458.164551
	Iteration 77Q: 3 clusters Score -9386197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -9386215.000000 Penalty: 5458.164551
	Iteration 78Q: 3 clusters Score -9386215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -9386242.000000 Penalty: 5458.164551
	Iteration 79Q: 3 clusters Score -9386242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -9386243.000000 Penalty: 5458.164551
	Iteration 80F: 3 clusters Score -9386243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -9386275.000000 Penalty: 5458.164551
	Iteration 81Q: 3 clusters Score -9386275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -9386299.000000 Penalty: 5458.164551
	Iteration 82Q: 3 clusters Score -9386299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -9386318.000000 Penalty: 5458.164551
	Iteration 83Q: 3 clusters Score -9386318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -9386339.000000 Penalty: 5458.164551
	Iteration 84Q: 3 clusters Score -9386339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -9386351.000000 Penalty: 5458.164551
	Iteration 85Q: 3 clusters Score -9386351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -9386350.000000 Penalty: 5458.164551
	Iteration 86Q: 3 clusters Score -9386350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -9386349.000000 Penalty: 5458.164551
	Iteration 87Q: 3 clusters Score -9386349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -9386368.000000 Penalty: 5458.164551
	Iteration 88Q: 3 clusters Score -9386368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -9386363.000000 Penalty: 5458.164551
	Iteration 89Q: 3 clusters Score -9386363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -9386376.000000 Penalty: 5458.164551
	Iteration 90Q: 3 clusters Score -9386376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -9386371.000000 Penalty: 5458.164551
	Iteration 91Q: 3 clusters Score -9386371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -9386367.000000 Penalty: 5458.164551
	Iteration 92Q: 3 clusters Score -9386367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -9386366.000000 Penalty: 5458.164551
	Iteration 93Q: 3 clusters Score -9386366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -9386364.000000 Penalty: 5458.164551
	Iteration 94Q: 3 clusters Score -9386364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -9386369.000000 Penalty: 5458.164551
	Iteration 95Q: 3 clusters Score -9386369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -9386368.000000 Penalty: 5458.164551
	Iteration 96Q: 3 clusters Score -9386368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -9386380.000000 Penalty: 5458.164551
	Iteration 97Q: 3 clusters Score -9386380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -9386374.000000 Penalty: 5458.164551
	Iteration 98Q: 3 clusters Score -9386374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -9386384.000000 Penalty: 5458.164551
	Iteration 99Q: 3 clusters Score -9386384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -9386384.000000 Penalty: 5458.164551
	Iteration 100F: 3 clusters Score -9386384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -9386387.000000 Penalty: 5458.164551
	Iteration 101Q: 3 clusters Score -9386387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -9386387.000000 Penalty: 5458.164551
	Iteration 102Q: 3 clusters Score -9386387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -9386388.000000 Penalty: 5458.164551
	Iteration 103Q: 3 clusters Score -9386388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -9386380.000000 Penalty: 5458.164551
	Iteration 104Q: 3 clusters Score -9386380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -9386380.000000 Penalty: 5458.164551
	Iteration 105F: 3 clusters Score -9386380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Entering Unmasked Estep 
Score: -9831756.000000 Penalty: 2744.173340
	Iteration 0F: 2 clusters Score -9831756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -9789460.000000 Penalty: 5488.346680
	Iteration 0F: 3 clusters Score -9789460 nChanged 29654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -9805879.000000 Penalty: 5488.346680
	Iteration 1F: 3 clusters Score -9805879 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -9806556.000000 Penalty: 5488.346680
	Iteration 2Q: 3 clusters Score -9806556 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -9807311.000000 Penalty: 5488.346680
	Iteration 3Q: 3 clusters Score -9807311 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9808331.000000 Penalty: 5488.346680
	Iteration 4Q: 3 clusters Score -9808331 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -9809800.000000 Penalty: 5488.346680
	Iteration 5Q: 3 clusters Score -9809800 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -9811835.000000 Penalty: 5488.346680
	Iteration 6F: 3 clusters Score -9811835 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -9814745.000000 Penalty: 5488.346680
	Iteration 7F: 3 clusters Score -9814745 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -9818388.000000 Penalty: 5488.346680
	Iteration 8F: 3 clusters Score -9818388 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9822020.000000 Penalty: 5488.346680
	Iteration 9F: 3 clusters Score -9822020 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -9824881.000000 Penalty: 5488.346680
	Iteration 10Q: 3 clusters Score -9824881 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -9826755.000000 Penalty: 5488.346680
	Iteration 11Q: 3 clusters Score -9826755 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9827766.000000 Penalty: 5488.346680
	Iteration 12Q: 3 clusters Score -9827766 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9828322.000000 Penalty: 5488.346680
	Iteration 13Q: 3 clusters Score -9828322 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9828680.000000 Penalty: 5488.346680
	Iteration 14Q: 3 clusters Score -9828680 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9828912.000000 Penalty: 5488.346680
	Iteration 15Q: 3 clusters Score -9828912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9829025.000000 Penalty: 5488.346680
	Iteration 16Q: 3 clusters Score -9829025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9829115.000000 Penalty: 5488.346680
	Iteration 17Q: 3 clusters Score -9829115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9829176.000000 Penalty: 5488.346680
	Iteration 18Q: 3 clusters Score -9829176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9829197.000000 Penalty: 5488.346680
	Iteration 19Q: 3 clusters Score -9829197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9829235.000000 Penalty: 5488.346680
	Iteration 20F: 3 clusters Score -9829235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9829284.000000 Penalty: 5488.346680
	Iteration 21Q: 3 clusters Score -9829284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9829292.000000 Penalty: 5488.346680
	Iteration 22Q: 3 clusters Score -9829292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9829304.000000 Penalty: 5488.346680
	Iteration 23Q: 3 clusters Score -9829304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9829326.000000 Penalty: 5488.346680
	Iteration 24Q: 3 clusters Score -9829326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9829331.000000 Penalty: 5488.346680
	Iteration 25Q: 3 clusters Score -9829331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9829349.000000 Penalty: 5488.346680
	Iteration 26Q: 3 clusters Score -9829349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9829358.000000 Penalty: 5488.346680
	Iteration 27Q: 3 clusters Score -9829358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9829351.000000 Penalty: 5488.346680
	Iteration 28Q: 3 clusters Score -9829351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9829356.000000 Penalty: 5488.346680
	Iteration 29Q: 3 clusters Score -9829356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9829361.000000 Penalty: 5488.346680
	Iteration 30Q: 3 clusters Score -9829361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9829356.000000 Penalty: 5488.346680
	Iteration 31Q: 3 clusters Score -9829356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9829358.000000 Penalty: 5488.346680
	Iteration 32Q: 3 clusters Score -9829358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9829365.000000 Penalty: 5488.346680
	Iteration 33Q: 3 clusters Score -9829365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9829375.000000 Penalty: 5488.346680
	Iteration 34Q: 3 clusters Score -9829375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9829384.000000 Penalty: 5488.346680
	Iteration 35Q: 3 clusters Score -9829384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9829393.000000 Penalty: 5488.346680
	Iteration 36Q: 3 clusters Score -9829393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9829403.000000 Penalty: 5488.346680
	Iteration 37Q: 3 clusters Score -9829403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9829401.000000 Penalty: 5488.346680
	Iteration 38Q: 3 clusters Score -9829401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9829413.000000 Penalty: 5488.346680
	Iteration 39Q: 3 clusters Score -9829413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9829412.000000 Penalty: 5488.346680
	Iteration 40F: 3 clusters Score -9829412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9829410.000000 Penalty: 5488.346680
	Iteration 41Q: 3 clusters Score -9829410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9829406.000000 Penalty: 5488.346680
	Iteration 42Q: 3 clusters Score -9829406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9829411.000000 Penalty: 5488.346680
	Iteration 43Q: 3 clusters Score -9829411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9829416.000000 Penalty: 5488.346680
	Iteration 44Q: 3 clusters Score -9829416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9829413.000000 Penalty: 5488.346680
	Iteration 45Q: 3 clusters Score -9829413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9829411.000000 Penalty: 5488.346680
	Iteration 46Q: 3 clusters Score -9829411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9829419.000000 Penalty: 5488.346680
	Iteration 47Q: 3 clusters Score -9829419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9829423.000000 Penalty: 5488.346680
	Iteration 48Q: 3 clusters Score -9829423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9829420.000000 Penalty: 5488.346680
	Iteration 49Q: 3 clusters Score -9829420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9829417.000000 Penalty: 5488.346680
	Iteration 50Q: 3 clusters Score -9829417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9829417.000000 Penalty: 5488.346680
	Iteration 51F: 3 clusters Score -9829417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Entering Unmasked Estep 
Score: -15706255.000000 Penalty: 2858.455322
	Iteration 0F: 2 clusters Score -1.570626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -15642581.000000 Penalty: 5716.910645
	Iteration 0F: 3 clusters Score -1.564258e+07 nChanged 47879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -15669910.000000 Penalty: 5716.910645
	Iteration 1F: 3 clusters Score -1.566991e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -15670846.000000 Penalty: 5716.910645
	Iteration 2Q: 3 clusters Score -1.567085e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -15672111.000000 Penalty: 5716.910645
	Iteration 3Q: 3 clusters Score -1.567211e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -15674180.000000 Penalty: 5716.910645
	Iteration 4Q: 3 clusters Score -1.567418e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -15677197.000000 Penalty: 5716.910645
	Iteration 5F: 3 clusters Score -1.56772e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -15682074.000000 Penalty: 5716.910645
	Iteration 6F: 3 clusters Score -1.568207e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -15688174.000000 Penalty: 5716.910645
	Iteration 7F: 3 clusters Score -1.568817e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -15694614.000000 Penalty: 5716.910645
	Iteration 8F: 3 clusters Score -1.569461e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -15699251.000000 Penalty: 5716.910645
	Iteration 9F: 3 clusters Score -1.569925e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -15701717.000000 Penalty: 5716.910645
	Iteration 10Q: 3 clusters Score -1.570172e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -15702827.000000 Penalty: 5716.910645
	Iteration 11Q: 3 clusters Score -1.570283e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -15703425.000000 Penalty: 5716.910645
	Iteration 12Q: 3 clusters Score -1.570342e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -15703736.000000 Penalty: 5716.910645
	Iteration 13Q: 3 clusters Score -1.570374e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -15703839.000000 Penalty: 5716.910645
	Iteration 14Q: 3 clusters Score -1.570384e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 99292 members 
Entering Unmasked Estep 
Score: -15703957.000000 Penalty: 5716.910645
	Iteration 15Q: 3 clusters Score -1.570396e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -15704006.000000 Penalty: 5716.910645
	Iteration 16Q: 3 clusters Score -1.570401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -15704029.000000 Penalty: 5716.910645
	Iteration 17Q: 3 clusters Score -1.570403e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -15704075.000000 Penalty: 5716.910645
	Iteration 18Q: 3 clusters Score -1.570408e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -15704079.000000 Penalty: 5716.910645
	Iteration 19Q: 3 clusters Score -1.570408e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -15704087.000000 Penalty: 5716.910645
	Iteration 20F: 3 clusters Score -1.570409e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -15704099.000000 Penalty: 5716.910645
	Iteration 21Q: 3 clusters Score -1.57041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -15704090.000000 Penalty: 5716.910645
	Iteration 22Q: 3 clusters Score -1.570409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -15704106.000000 Penalty: 5716.910645
	Iteration 23Q: 3 clusters Score -1.570411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -15704106.000000 Penalty: 5716.910645
	Iteration 24Q: 3 clusters Score -1.570411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -15704124.000000 Penalty: 5716.910645
	Iteration 25Q: 3 clusters Score -1.570412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -15704125.000000 Penalty: 5716.910645
	Iteration 26Q: 3 clusters Score -1.570412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -15704106.000000 Penalty: 5716.910645
	Iteration 27Q: 3 clusters Score -1.570411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -15704104.000000 Penalty: 5716.910645
	Iteration 28Q: 3 clusters Score -1.57041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -15704098.000000 Penalty: 5716.910645
	Iteration 29Q: 3 clusters Score -1.57041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -15704110.000000 Penalty: 5716.910645
	Iteration 30Q: 3 clusters Score -1.570411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -15704103.000000 Penalty: 5716.910645
	Iteration 31Q: 3 clusters Score -1.57041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -15704112.000000 Penalty: 5716.910645
	Iteration 32Q: 3 clusters Score -1.570411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -15704114.000000 Penalty: 5716.910645
	Iteration 33Q: 3 clusters Score -1.570411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -15704113.000000 Penalty: 5716.910645
	Iteration 34Q: 3 clusters Score -1.570411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15704113.000000 Penalty: 5716.910645
	Iteration 35Q: 3 clusters Score -1.570411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -15704101.000000 Penalty: 5716.910645
	Iteration 36Q: 3 clusters Score -1.57041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -15704103.000000 Penalty: 5716.910645
	Iteration 37Q: 3 clusters Score -1.57041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -15704112.000000 Penalty: 5716.910645
	Iteration 38Q: 3 clusters Score -1.570411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -15704119.000000 Penalty: 5716.910645
	Iteration 39Q: 3 clusters Score -1.570412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -15704126.000000 Penalty: 5716.910645
	Iteration 40F: 3 clusters Score -1.570413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -15704118.000000 Penalty: 5716.910645
	Iteration 41Q: 3 clusters Score -1.570412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -15704118.000000 Penalty: 5716.910645
	Iteration 42Q: 3 clusters Score -1.570412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -15704122.000000 Penalty: 5716.910645
	Iteration 43Q: 3 clusters Score -1.570412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -15704115.000000 Penalty: 5716.910645
	Iteration 44Q: 3 clusters Score -1.570412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -15704118.000000 Penalty: 5716.910645
	Iteration 45Q: 3 clusters Score -1.570412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -15704121.000000 Penalty: 5716.910645
	Iteration 46Q: 3 clusters Score -1.570412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -15704121.000000 Penalty: 5716.910645
	Iteration 47F: 3 clusters Score -1.570412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -152343.640625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -152343.6 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 534 members 
Entering Unmasked Estep 
Score: -150377.171875 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -150377.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -150729.937500 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -150729.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150847.796875 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -150847.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150943.734375 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -150943.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -151045.906250 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -151045.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -151206.421875 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -151206.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -151420.828125 Penalty: 3473.520508
	Iteration 6F: 3 clusters Score -151420.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -151526.375000 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -151526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151602.140625 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -151602.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -151672.890625 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -151672.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -151782.531250 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -151782.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -151911.562500 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -151911.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -151930.765625 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -151930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -151940.843750 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -151940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -151952.562500 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -151952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151986.156250 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -151986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -151999.640625 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -151999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -152005.875000 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -152005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -152006.750000 Penalty: 3473.520508
	Iteration 18Q: 3 clusters Score -152006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -152006.750000 Penalty: 3473.520508
	Iteration 19F: 3 clusters Score -152006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 102783 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 33286 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55117 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10289 members 
Mstep: Class 14 contains 105971 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94902 members 
Mstep: Class 17 contains 19602 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10936 members 
Mstep: Class 22 contains 41404 members 
Mstep: Class 23 contains 60136 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 101319 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799824.000000 Penalty: 88517.062500
Iteration 199Q: 27 clusters Score -1.377998e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 102780 members 
Mstep: Class 3 contains 101440 members 
Mstep: Class 4 contains 46736 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55097 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106026 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94892 members 
Mstep: Class 17 contains 19604 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29633 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10934 members 
Mstep: Class 22 contains 41418 members 
Mstep: Class 23 contains 60127 members 
Mstep: Class 24 contains 63891 members 
Mstep: Class 25 contains 101323 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799888.000000 Penalty: 88517.062500
Iteration 200F: 27 clusters Score -1.377999e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 102758 members 
Mstep: Class 3 contains 101447 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55092 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106055 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94885 members 
Mstep: Class 17 contains 19606 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29634 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 41441 members 
Mstep: Class 23 contains 60114 members 
Mstep: Class 24 contains 63870 members 
Mstep: Class 25 contains 101331 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800032.000000 Penalty: 88517.062500
Iteration 201Q: 27 clusters Score -1.378e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 102732 members 
Mstep: Class 3 contains 101438 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33281 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 6432 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55071 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106116 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94869 members 
Mstep: Class 17 contains 19604 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29637 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 41461 members 
Mstep: Class 23 contains 60102 members 
Mstep: Class 24 contains 63866 members 
Mstep: Class 25 contains 101338 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 88517.062500
Iteration 202Q: 27 clusters Score -1.378001e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 102739 members 
Mstep: Class 3 contains 101406 members 
Mstep: Class 4 contains 46736 members 
Mstep: Class 5 contains 33283 members 
Mstep: Class 6 contains 10897 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55065 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106134 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94856 members 
Mstep: Class 17 contains 19604 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29638 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10928 members 
Mstep: Class 22 contains 41492 members 
Mstep: Class 23 contains 60101 members 
Mstep: Class 24 contains 63864 members 
Mstep: Class 25 contains 101335 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 88517.062500
Iteration 203Q: 27 clusters Score -1.378003e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 102750 members 
Mstep: Class 3 contains 101381 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 33291 members 
Mstep: Class 6 contains 10897 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 55060 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106149 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94834 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29635 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 41522 members 
Mstep: Class 23 contains 60096 members 
Mstep: Class 24 contains 63857 members 
Mstep: Class 25 contains 101335 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800080.000000 Penalty: 88517.062500
Iteration 204Q: 27 clusters Score -1.378001e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 102777 members 
Mstep: Class 3 contains 101356 members 
Mstep: Class 4 contains 46741 members 
Mstep: Class 5 contains 33292 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 55042 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106192 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94795 members 
Mstep: Class 17 contains 19602 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29636 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10929 members 
Mstep: Class 22 contains 41547 members 
Mstep: Class 23 contains 60088 members 
Mstep: Class 24 contains 63844 members 
Mstep: Class 25 contains 101337 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 88517.062500
Iteration 205Q: 27 clusters Score -1.378001e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 102842 members 
Mstep: Class 3 contains 101338 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33292 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 55028 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106208 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94755 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29635 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 41567 members 
Mstep: Class 23 contains 60080 members 
Mstep: Class 24 contains 63829 members 
Mstep: Class 25 contains 101337 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800192.000000 Penalty: 88517.062500
Iteration 206Q: 27 clusters Score -1.378002e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 102918 members 
Mstep: Class 3 contains 101334 members 
Mstep: Class 4 contains 46735 members 
Mstep: Class 5 contains 33292 members 
Mstep: Class 6 contains 10899 members 
Mstep: Class 7 contains 6426 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 55000 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106221 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94702 members 
Mstep: Class 17 contains 19607 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29633 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10929 members 
Mstep: Class 22 contains 41580 members 
Mstep: Class 23 contains 60076 members 
Mstep: Class 24 contains 63800 members 
Mstep: Class 25 contains 101359 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799968.000000 Penalty: 88517.062500
Iteration 207Q: 27 clusters Score -1.378e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 102960 members 
Mstep: Class 3 contains 101365 members 
Mstep: Class 4 contains 46736 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 10899 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54969 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94656 members 
Mstep: Class 17 contains 19609 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29640 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 41587 members 
Mstep: Class 23 contains 60063 members 
Mstep: Class 24 contains 63794 members 
Mstep: Class 25 contains 101370 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800016.000000 Penalty: 88517.062500
Iteration 208Q: 27 clusters Score -1.378e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 102999 members 
Mstep: Class 3 contains 101413 members 
Mstep: Class 4 contains 46739 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54937 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106242 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94593 members 
Mstep: Class 17 contains 19611 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29641 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10919 members 
Mstep: Class 22 contains 41611 members 
Mstep: Class 23 contains 60043 members 
Mstep: Class 24 contains 63781 members 
Mstep: Class 25 contains 101380 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800000.000000 Penalty: 88517.062500
Iteration 209Q: 27 clusters Score -1.378e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 103025 members 
Mstep: Class 3 contains 101423 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106291 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94551 members 
Mstep: Class 17 contains 19613 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29643 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10913 members 
Mstep: Class 22 contains 41624 members 
Mstep: Class 23 contains 60044 members 
Mstep: Class 24 contains 63771 members 
Mstep: Class 25 contains 101369 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800000.000000 Penalty: 88517.062500
Iteration 210Q: 27 clusters Score -1.378e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 101399 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106305 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94506 members 
Mstep: Class 17 contains 19614 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29645 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10911 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 60043 members 
Mstep: Class 24 contains 63771 members 
Mstep: Class 25 contains 101377 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800000.000000 Penalty: 88517.062500
Iteration 211Q: 27 clusters Score -1.378e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 103150 members 
Mstep: Class 3 contains 101396 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 10903 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54876 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106297 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94470 members 
Mstep: Class 17 contains 19614 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29649 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 41653 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 63753 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137799872.000000 Penalty: 88517.062500
Iteration 212Q: 27 clusters Score -1.377999e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 103210 members 
Mstep: Class 3 contains 101401 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 33294 members 
Mstep: Class 6 contains 10904 members 
Mstep: Class 7 contains 6401 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54868 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106274 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94412 members 
Mstep: Class 17 contains 19616 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29655 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 41682 members 
Mstep: Class 23 contains 60043 members 
Mstep: Class 24 contains 63750 members 
Mstep: Class 25 contains 101369 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800144.000000 Penalty: 88517.062500
Iteration 213Q: 27 clusters Score -1.378001e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 103292 members 
Mstep: Class 3 contains 101387 members 
Mstep: Class 4 contains 46736 members 
Mstep: Class 5 contains 33294 members 
Mstep: Class 6 contains 10904 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 54865 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106260 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94361 members 
Mstep: Class 17 contains 19620 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29659 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 41710 members 
Mstep: Class 23 contains 60056 members 
Mstep: Class 24 contains 63733 members 
Mstep: Class 25 contains 101349 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800032.000000 Penalty: 88517.062500
Iteration 214Q: 27 clusters Score -1.378e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 103395 members 
Mstep: Class 3 contains 101323 members 
Mstep: Class 4 contains 46732 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 54863 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 106273 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94331 members 
Mstep: Class 17 contains 19621 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 10882 members 
Mstep: Class 22 contains 41723 members 
Mstep: Class 23 contains 60070 members 
Mstep: Class 24 contains 63708 members 
Mstep: Class 25 contains 101350 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800112.000000 Penalty: 88517.062500
Iteration 215Q: 27 clusters Score -1.378001e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 103466 members 
Mstep: Class 3 contains 101277 members 
Mstep: Class 4 contains 46735 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 10906 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 54852 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 106278 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94316 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29655 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 10878 members 
Mstep: Class 22 contains 41730 members 
Mstep: Class 23 contains 60070 members 
Mstep: Class 24 contains 63699 members 
Mstep: Class 25 contains 101352 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800352.000000 Penalty: 88517.062500
Iteration 216Q: 27 clusters Score -1.378004e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 103515 members 
Mstep: Class 3 contains 101257 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 33290 members 
Mstep: Class 6 contains 10907 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 54859 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10286 members 
Mstep: Class 14 contains 106270 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94319 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29655 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10872 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 60059 members 
Mstep: Class 24 contains 63691 members 
Mstep: Class 25 contains 101341 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800544.000000 Penalty: 88517.062500
Iteration 217Q: 27 clusters Score -1.378005e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 103556 members 
Mstep: Class 3 contains 101237 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 10907 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 54864 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10285 members 
Mstep: Class 14 contains 106265 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94324 members 
Mstep: Class 17 contains 19622 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29658 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10869 members 
Mstep: Class 22 contains 41754 members 
Mstep: Class 23 contains 60048 members 
Mstep: Class 24 contains 63674 members 
Mstep: Class 25 contains 101342 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800528.000000 Penalty: 88517.062500
Iteration 218Q: 27 clusters Score -1.378005e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 103581 members 
Mstep: Class 3 contains 101215 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 10907 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10284 members 
Mstep: Class 14 contains 106259 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94323 members 
Mstep: Class 17 contains 19621 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29664 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10865 members 
Mstep: Class 22 contains 41773 members 
Mstep: Class 23 contains 60042 members 
Mstep: Class 24 contains 63666 members 
Mstep: Class 25 contains 101353 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800352.000000 Penalty: 88517.062500
Iteration 219Q: 27 clusters Score -1.378004e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 103604 members 
Mstep: Class 3 contains 101236 members 
Mstep: Class 4 contains 46736 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 10908 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10284 members 
Mstep: Class 14 contains 106232 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94317 members 
Mstep: Class 17 contains 19620 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29666 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10861 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 63655 members 
Mstep: Class 25 contains 101370 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800416.000000 Penalty: 88517.062500
Iteration 220F: 27 clusters Score -1.378004e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 103604 members 
Mstep: Class 3 contains 101274 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 33288 members 
Mstep: Class 6 contains 10909 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54865 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10281 members 
Mstep: Class 14 contains 106212 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 17 contains 19618 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29668 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10859 members 
Mstep: Class 22 contains 41780 members 
Mstep: Class 23 contains 60016 members 
Mstep: Class 24 contains 63649 members 
Mstep: Class 25 contains 101372 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800336.000000 Penalty: 88517.062500
Iteration 221Q: 27 clusters Score -1.378003e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 103644 members 
Mstep: Class 3 contains 101279 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 33281 members 
Mstep: Class 6 contains 10911 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54869 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10279 members 
Mstep: Class 14 contains 106174 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94325 members 
Mstep: Class 17 contains 19620 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29671 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10857 members 
Mstep: Class 22 contains 41785 members 
Mstep: Class 23 contains 59996 members 
Mstep: Class 24 contains 63648 members 
Mstep: Class 25 contains 101378 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800624.000000 Penalty: 88517.062500
Iteration 222Q: 27 clusters Score -1.378006e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 103689 members 
Mstep: Class 3 contains 101254 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 10916 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54868 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10275 members 
Mstep: Class 14 contains 106146 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94328 members 
Mstep: Class 17 contains 19622 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10858 members 
Mstep: Class 22 contains 41793 members 
Mstep: Class 23 contains 59983 members 
Mstep: Class 24 contains 63651 members 
Mstep: Class 25 contains 101388 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800832.000000 Penalty: 88517.062500
Iteration 223Q: 27 clusters Score -1.378008e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 103724 members 
Mstep: Class 3 contains 101239 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10921 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10270 members 
Mstep: Class 14 contains 106131 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94327 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29673 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 41799 members 
Mstep: Class 23 contains 59989 members 
Mstep: Class 24 contains 63656 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800880.000000 Penalty: 88517.062500
Iteration 224Q: 27 clusters Score -1.378009e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 103742 members 
Mstep: Class 3 contains 101211 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10925 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54858 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 106131 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94336 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10855 members 
Mstep: Class 22 contains 41810 members 
Mstep: Class 23 contains 59990 members 
Mstep: Class 24 contains 63658 members 
Mstep: Class 25 contains 101377 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800832.000000 Penalty: 88517.062500
Iteration 225Q: 27 clusters Score -1.378008e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 103772 members 
Mstep: Class 3 contains 101197 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10928 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 54854 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10259 members 
Mstep: Class 14 contains 106123 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94338 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10856 members 
Mstep: Class 22 contains 41818 members 
Mstep: Class 23 contains 59990 members 
Mstep: Class 24 contains 63647 members 
Mstep: Class 25 contains 101372 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801088.000000 Penalty: 88517.062500
Iteration 226Q: 27 clusters Score -1.378011e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 103787 members 
Mstep: Class 3 contains 101187 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 33277 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10254 members 
Mstep: Class 14 contains 106123 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94347 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29663 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 41816 members 
Mstep: Class 23 contains 59991 members 
Mstep: Class 24 contains 63641 members 
Mstep: Class 25 contains 101371 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801040.000000 Penalty: 88517.062500
Iteration 227Q: 27 clusters Score -1.37801e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 103807 members 
Mstep: Class 3 contains 101193 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10937 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54857 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 106127 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94322 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29660 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10848 members 
Mstep: Class 22 contains 41827 members 
Mstep: Class 23 contains 59992 members 
Mstep: Class 24 contains 63636 members 
Mstep: Class 25 contains 101370 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801088.000000 Penalty: 88517.062500
Iteration 228Q: 27 clusters Score -1.378011e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 103822 members 
Mstep: Class 3 contains 101184 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 10938 members 
Mstep: Class 7 contains 6341 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 54858 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 106145 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94312 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29657 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10846 members 
Mstep: Class 22 contains 41835 members 
Mstep: Class 23 contains 59994 members 
Mstep: Class 24 contains 63621 members 
Mstep: Class 25 contains 101366 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800992.000000 Penalty: 88517.062500
Iteration 229Q: 27 clusters Score -1.37801e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 103851 members 
Mstep: Class 3 contains 101180 members 
Mstep: Class 4 contains 46744 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 10939 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54854 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10248 members 
Mstep: Class 14 contains 106142 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94302 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29659 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10846 members 
Mstep: Class 22 contains 41839 members 
Mstep: Class 23 contains 59998 members 
Mstep: Class 24 contains 63612 members 
Mstep: Class 25 contains 101367 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801008.000000 Penalty: 88517.062500
Iteration 230Q: 27 clusters Score -1.37801e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 103902 members 
Mstep: Class 3 contains 101165 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 10940 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10247 members 
Mstep: Class 14 contains 106140 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94293 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29657 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 41841 members 
Mstep: Class 23 contains 59988 members 
Mstep: Class 24 contains 63595 members 
Mstep: Class 25 contains 101367 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800960.000000 Penalty: 88517.062500
Iteration 231Q: 27 clusters Score -1.37801e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 103937 members 
Mstep: Class 3 contains 101134 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33275 members 
Mstep: Class 6 contains 10942 members 
Mstep: Class 7 contains 6338 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 54847 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 106159 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94283 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29658 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 41836 members 
Mstep: Class 23 contains 59986 members 
Mstep: Class 24 contains 63588 members 
Mstep: Class 25 contains 101372 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137800976.000000 Penalty: 88517.062500
Iteration 232Q: 27 clusters Score -1.37801e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 103952 members 
Mstep: Class 3 contains 101139 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 33277 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54853 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 106188 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94260 members 
Mstep: Class 17 contains 19622 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29659 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 41826 members 
Mstep: Class 23 contains 59979 members 
Mstep: Class 24 contains 63585 members 
Mstep: Class 25 contains 101370 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801120.000000 Penalty: 88517.062500
Iteration 233Q: 27 clusters Score -1.378011e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 103977 members 
Mstep: Class 3 contains 101159 members 
Mstep: Class 4 contains 46744 members 
Mstep: Class 5 contains 33275 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 54856 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 106212 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94233 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29663 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 41804 members 
Mstep: Class 23 contains 59974 members 
Mstep: Class 24 contains 63583 members 
Mstep: Class 25 contains 101362 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801008.000000 Penalty: 88517.062500
Iteration 234Q: 27 clusters Score -1.37801e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 103988 members 
Mstep: Class 3 contains 101188 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33272 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6331 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54866 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 106228 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94200 members 
Mstep: Class 17 contains 19625 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29671 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10851 members 
Mstep: Class 22 contains 41794 members 
Mstep: Class 23 contains 59961 members 
Mstep: Class 24 contains 63579 members 
Mstep: Class 25 contains 101363 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801120.000000 Penalty: 88517.062500
Iteration 235Q: 27 clusters Score -1.378011e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 104001 members 
Mstep: Class 3 contains 101200 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33267 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 54877 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 106242 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94163 members 
Mstep: Class 17 contains 19626 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29676 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10851 members 
Mstep: Class 22 contains 41783 members 
Mstep: Class 23 contains 59954 members 
Mstep: Class 24 contains 63578 members 
Mstep: Class 25 contains 101373 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801072.000000 Penalty: 88517.062500
Iteration 236Q: 27 clusters Score -1.378011e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 104008 members 
Mstep: Class 3 contains 101216 members 
Mstep: Class 4 contains 46744 members 
Mstep: Class 5 contains 33267 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6328 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 54885 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106248 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94139 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29680 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10847 members 
Mstep: Class 22 contains 41772 members 
Mstep: Class 23 contains 59946 members 
Mstep: Class 24 contains 63576 members 
Mstep: Class 25 contains 101384 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801264.000000 Penalty: 88517.062500
Iteration 237Q: 27 clusters Score -1.378013e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 104024 members 
Mstep: Class 3 contains 101212 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33274 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 6324 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54888 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94106 members 
Mstep: Class 17 contains 19628 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29685 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 10843 members 
Mstep: Class 22 contains 41770 members 
Mstep: Class 23 contains 59939 members 
Mstep: Class 24 contains 63571 members 
Mstep: Class 25 contains 101388 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801216.000000 Penalty: 88517.062500
Iteration 238Q: 27 clusters Score -1.378012e+08 nChanged 366
Entering ConstructFrom: 
Score: -137801216.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1206662.000000 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -1206662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1200446.625000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -1200447 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1202255.000000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -1202255 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1202587.625000 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -1202588 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1202811.875000 Penalty: 4446.108398
	Iteration 3F: 3 clusters Score -1202812 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1203007.625000 Penalty: 4446.108398
	Iteration 4Q: 3 clusters Score -1203008 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1203195.625000 Penalty: 4446.108398
	Iteration 5Q: 3 clusters Score -1203196 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1203354.500000 Penalty: 4446.108398
	Iteration 6Q: 3 clusters Score -1203354 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1203498.750000 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -1203499 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1203646.125000 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -1203646 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1203821.375000 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -1203821 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1203999.500000 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -1204000 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1204191.875000 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -1204192 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1204345.875000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -1204346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1204457.000000 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -1204457 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1204533.625000 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -1204534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1204598.125000 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -1204598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1204647.875000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -1204648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1204683.500000 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -1204684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1204708.250000 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -1204708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1204720.625000 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -1204721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1204733.625000 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -1204734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1204749.625000 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -1204750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1204763.500000 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -1204764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1204768.875000 Penalty: 4446.108398
	Iteration 23Q: 3 clusters Score -1204769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1204776.750000 Penalty: 4446.108398
	Iteration 24Q: 3 clusters Score -1204777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1204778.875000 Penalty: 4446.108398
	Iteration 25Q: 3 clusters Score -1204779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1204783.000000 Penalty: 4446.108398
	Iteration 26Q: 3 clusters Score -1204783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1204784.750000 Penalty: 4446.108398
	Iteration 27Q: 3 clusters Score -1204785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1204790.000000 Penalty: 4446.108398
	Iteration 28Q: 3 clusters Score -1204790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1204788.875000 Penalty: 4446.108398
	Iteration 29Q: 3 clusters Score -1204789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1204791.875000 Penalty: 4446.108398
	Iteration 30Q: 3 clusters Score -1204792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1204790.375000 Penalty: 4446.108398
	Iteration 31Q: 3 clusters Score -1204790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1204795.125000 Penalty: 4446.108398
	Iteration 32Q: 3 clusters Score -1204795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1204798.500000 Penalty: 4446.108398
	Iteration 33Q: 3 clusters Score -1204798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1204799.125000 Penalty: 4446.108398
	Iteration 34Q: 3 clusters Score -1204799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1204801.000000 Penalty: 4446.108398
	Iteration 35Q: 3 clusters Score -1204801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1204800.875000 Penalty: 4446.108398
	Iteration 36Q: 3 clusters Score -1204801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1204801.000000 Penalty: 4446.108398
	Iteration 37Q: 3 clusters Score -1204801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1204807.750000 Penalty: 4446.108398
	Iteration 38Q: 3 clusters Score -1204808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1204808.375000 Penalty: 4446.108398
	Iteration 39Q: 3 clusters Score -1204808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1204806.875000 Penalty: 4446.108398
	Iteration 40F: 3 clusters Score -1204807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1204810.000000 Penalty: 4446.108398
	Iteration 41Q: 3 clusters Score -1204810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1204809.625000 Penalty: 4446.108398
	Iteration 42Q: 3 clusters Score -1204810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1204810.750000 Penalty: 4446.108398
	Iteration 43Q: 3 clusters Score -1204811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1204815.875000 Penalty: 4446.108398
	Iteration 44Q: 3 clusters Score -1204816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1204814.750000 Penalty: 4446.108398
	Iteration 45Q: 3 clusters Score -1204815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1204820.875000 Penalty: 4446.108398
	Iteration 46Q: 3 clusters Score -1204821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1204819.500000 Penalty: 4446.108398
	Iteration 47Q: 3 clusters Score -1204820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1204821.250000 Penalty: 4446.108398
	Iteration 48Q: 3 clusters Score -1204821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1204822.000000 Penalty: 4446.108398
	Iteration 49Q: 3 clusters Score -1204822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1204822.000000 Penalty: 4446.108398
	Iteration 50F: 3 clusters Score -1204822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Entering Unmasked Estep 
Score: -16002981.000000 Penalty: 2865.058594
	Iteration 0F: 2 clusters Score -1.600298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -15934859.000000 Penalty: 5730.117188
	Iteration 0F: 3 clusters Score -1.593486e+07 nChanged 49195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -15963041.000000 Penalty: 5730.117188
	Iteration 1F: 3 clusters Score -1.596304e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -15964038.000000 Penalty: 5730.117188
	Iteration 2Q: 3 clusters Score -1.596404e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -15965502.000000 Penalty: 5730.117188
	Iteration 3Q: 3 clusters Score -1.59655e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -15967911.000000 Penalty: 5730.117188
	Iteration 4Q: 3 clusters Score -1.596791e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -15972125.000000 Penalty: 5730.117188
	Iteration 5F: 3 clusters Score -1.597212e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -15978121.000000 Penalty: 5730.117188
	Iteration 6F: 3 clusters Score -1.597812e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -15985551.000000 Penalty: 5730.117188
	Iteration 7F: 3 clusters Score -1.598555e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -15992435.000000 Penalty: 5730.117188
	Iteration 8F: 3 clusters Score -1.599244e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -15996715.000000 Penalty: 5730.117188
	Iteration 9Q: 3 clusters Score -1.599672e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -15998776.000000 Penalty: 5730.117188
	Iteration 10Q: 3 clusters Score -1.599878e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -15999777.000000 Penalty: 5730.117188
	Iteration 11Q: 3 clusters Score -1.599978e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -16000187.000000 Penalty: 5730.117188
	Iteration 12Q: 3 clusters Score -1.600019e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -16000356.000000 Penalty: 5730.117188
	Iteration 13Q: 3 clusters Score -1.600036e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -16000441.000000 Penalty: 5730.117188
	Iteration 14Q: 3 clusters Score -1.600044e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -16000491.000000 Penalty: 5730.117188
	Iteration 15Q: 3 clusters Score -1.600049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -16000546.000000 Penalty: 5730.117188
	Iteration 16Q: 3 clusters Score -1.600055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -16000550.000000 Penalty: 5730.117188
	Iteration 17Q: 3 clusters Score -1.600055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -16000568.000000 Penalty: 5730.117188
	Iteration 18Q: 3 clusters Score -1.600057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -16000570.000000 Penalty: 5730.117188
	Iteration 19Q: 3 clusters Score -1.600057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -16000589.000000 Penalty: 5730.117188
	Iteration 20F: 3 clusters Score -1.600059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -16000586.000000 Penalty: 5730.117188
	Iteration 21Q: 3 clusters Score -1.600059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -16000596.000000 Penalty: 5730.117188
	Iteration 22Q: 3 clusters Score -1.60006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -16000598.000000 Penalty: 5730.117188
	Iteration 23Q: 3 clusters Score -1.60006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -16000597.000000 Penalty: 5730.117188
	Iteration 24Q: 3 clusters Score -1.60006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -16000591.000000 Penalty: 5730.117188
	Iteration 25Q: 3 clusters Score -1.600059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -16000598.000000 Penalty: 5730.117188
	Iteration 26Q: 3 clusters Score -1.60006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103675 members 
Entering Unmasked Estep 
Score: -16000590.000000 Penalty: 5730.117188
	Iteration 27Q: 3 clusters Score -1.600059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -16000593.000000 Penalty: 5730.117188
	Iteration 28Q: 3 clusters Score -1.600059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -16000603.000000 Penalty: 5730.117188
	Iteration 29Q: 3 clusters Score -1.60006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -16000603.000000 Penalty: 5730.117188
	Iteration 30F: 3 clusters Score -1.60006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Entering Unmasked Estep 
Score: -15663331.000000 Penalty: 2858.225098
	Iteration 0F: 2 clusters Score -1.566333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -15597231.000000 Penalty: 5716.450195
	Iteration 0F: 3 clusters Score -1.559723e+07 nChanged 47907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -15624702.000000 Penalty: 5716.450195
	Iteration 1F: 3 clusters Score -1.56247e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -15625760.000000 Penalty: 5716.450195
	Iteration 2Q: 3 clusters Score -1.562576e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -15626858.000000 Penalty: 5716.450195
	Iteration 3Q: 3 clusters Score -1.562686e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -15628163.000000 Penalty: 5716.450195
	Iteration 4Q: 3 clusters Score -1.562816e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -15630220.000000 Penalty: 5716.450195
	Iteration 5Q: 3 clusters Score -1.563022e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -15633648.000000 Penalty: 5716.450195
	Iteration 6F: 3 clusters Score -1.563365e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -15638676.000000 Penalty: 5716.450195
	Iteration 7F: 3 clusters Score -1.563868e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -15644808.000000 Penalty: 5716.450195
	Iteration 8F: 3 clusters Score -1.564481e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -15650037.000000 Penalty: 5716.450195
	Iteration 9F: 3 clusters Score -1.565004e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -15652993.000000 Penalty: 5716.450195
	Iteration 10Q: 3 clusters Score -1.565299e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -15654388.000000 Penalty: 5716.450195
	Iteration 11Q: 3 clusters Score -1.565439e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -15655311.000000 Penalty: 5716.450195
	Iteration 12Q: 3 clusters Score -1.565531e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -15655924.000000 Penalty: 5716.450195
	Iteration 13Q: 3 clusters Score -1.565592e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -15656681.000000 Penalty: 5716.450195
	Iteration 14Q: 3 clusters Score -1.565668e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -15657339.000000 Penalty: 5716.450195
	Iteration 15Q: 3 clusters Score -1.565734e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -15658014.000000 Penalty: 5716.450195
	Iteration 16Q: 3 clusters Score -1.565801e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -15658626.000000 Penalty: 5716.450195
	Iteration 17Q: 3 clusters Score -1.565863e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -15659238.000000 Penalty: 5716.450195
	Iteration 18Q: 3 clusters Score -1.565924e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -15659774.000000 Penalty: 5716.450195
	Iteration 19Q: 3 clusters Score -1.565977e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -15660219.000000 Penalty: 5716.450195
	Iteration 20F: 3 clusters Score -1.566022e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -15660466.000000 Penalty: 5716.450195
	Iteration 21Q: 3 clusters Score -1.566047e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -15660669.000000 Penalty: 5716.450195
	Iteration 22Q: 3 clusters Score -1.566067e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -15660793.000000 Penalty: 5716.450195
	Iteration 23Q: 3 clusters Score -1.566079e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -15660814.000000 Penalty: 5716.450195
	Iteration 24Q: 3 clusters Score -1.566081e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -15660886.000000 Penalty: 5716.450195
	Iteration 25Q: 3 clusters Score -1.566089e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -15660944.000000 Penalty: 5716.450195
	Iteration 26Q: 3 clusters Score -1.566094e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
Score: -15660949.000000 Penalty: 5716.450195
	Iteration 27Q: 3 clusters Score -1.566095e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -15660991.000000 Penalty: 5716.450195
	Iteration 28Q: 3 clusters Score -1.566099e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -15661011.000000 Penalty: 5716.450195
	Iteration 29Q: 3 clusters Score -1.566101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -15661064.000000 Penalty: 5716.450195
	Iteration 30Q: 3 clusters Score -1.566106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -15661085.000000 Penalty: 5716.450195
	Iteration 31Q: 3 clusters Score -1.566108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -15661083.000000 Penalty: 5716.450195
	Iteration 32Q: 3 clusters Score -1.566108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -15661073.000000 Penalty: 5716.450195
	Iteration 33Q: 3 clusters Score -1.566107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -15661078.000000 Penalty: 5716.450195
	Iteration 34Q: 3 clusters Score -1.566108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -15661089.000000 Penalty: 5716.450195
	Iteration 35Q: 3 clusters Score -1.566109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -15661110.000000 Penalty: 5716.450195
	Iteration 36Q: 3 clusters Score -1.566111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -15661098.000000 Penalty: 5716.450195
	Iteration 37Q: 3 clusters Score -1.56611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -15661097.000000 Penalty: 5716.450195
	Iteration 38Q: 3 clusters Score -1.56611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -15661099.000000 Penalty: 5716.450195
	Iteration 39Q: 3 clusters Score -1.56611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -15661093.000000 Penalty: 5716.450195
	Iteration 40F: 3 clusters Score -1.566109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -15661100.000000 Penalty: 5716.450195
	Iteration 41Q: 3 clusters Score -1.56611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -15661104.000000 Penalty: 5716.450195
	Iteration 42Q: 3 clusters Score -1.56611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -15661099.000000 Penalty: 5716.450195
	Iteration 43Q: 3 clusters Score -1.56611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -15661106.000000 Penalty: 5716.450195
	Iteration 44Q: 3 clusters Score -1.566111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -15661098.000000 Penalty: 5716.450195
	Iteration 45Q: 3 clusters Score -1.56611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -15661103.000000 Penalty: 5716.450195
	Iteration 46Q: 3 clusters Score -1.56611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -15661108.000000 Penalty: 5716.450195
	Iteration 47Q: 3 clusters Score -1.566111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -15661098.000000 Penalty: 5716.450195
	Iteration 48Q: 3 clusters Score -1.56611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -15661098.000000 Penalty: 5716.450195
	Iteration 49F: 3 clusters Score -1.56611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Entering Unmasked Estep 
Score: -6994169.500000 Penalty: 2666.631836
	Iteration 0F: 2 clusters Score -6994170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -6962621.000000 Penalty: 5333.263672
	Iteration 0F: 3 clusters Score -6962621 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6974282.000000 Penalty: 5333.263672
	Iteration 1F: 3 clusters Score -6974282 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6974819.500000 Penalty: 5333.263672
	Iteration 2Q: 3 clusters Score -6974820 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -6975253.000000 Penalty: 5333.263672
	Iteration 3Q: 3 clusters Score -6975253 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6975772.500000 Penalty: 5333.263672
	Iteration 4Q: 3 clusters Score -6975772 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -6976327.500000 Penalty: 5333.263672
	Iteration 5Q: 3 clusters Score -6976328 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -6977081.000000 Penalty: 5333.263672
	Iteration 6Q: 3 clusters Score -6977081 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6977948.500000 Penalty: 5333.263672
	Iteration 7Q: 3 clusters Score -6977948 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -6978873.000000 Penalty: 5333.263672
	Iteration 8Q: 3 clusters Score -6978873 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6979693.000000 Penalty: 5333.263672
	Iteration 9Q: 3 clusters Score -6979693 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6980392.000000 Penalty: 5333.263672
	Iteration 10Q: 3 clusters Score -6980392 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -6981015.500000 Penalty: 5333.263672
	Iteration 11Q: 3 clusters Score -6981016 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6981455.000000 Penalty: 5333.263672
	Iteration 12Q: 3 clusters Score -6981455 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6981841.500000 Penalty: 5333.263672
	Iteration 13Q: 3 clusters Score -6981842 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6982141.000000 Penalty: 5333.263672
	Iteration 14Q: 3 clusters Score -6982141 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6982437.000000 Penalty: 5333.263672
	Iteration 15Q: 3 clusters Score -6982437 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6982732.500000 Penalty: 5333.263672
	Iteration 16Q: 3 clusters Score -6982732 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -6983106.000000 Penalty: 5333.263672
	Iteration 17Q: 3 clusters Score -6983106 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -6983521.000000 Penalty: 5333.263672
	Iteration 18Q: 3 clusters Score -6983521 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6983992.500000 Penalty: 5333.263672
	Iteration 19Q: 3 clusters Score -6983992 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6984464.500000 Penalty: 5333.263672
	Iteration 20F: 3 clusters Score -6984464 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -6984882.000000 Penalty: 5333.263672
	Iteration 21Q: 3 clusters Score -6984882 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -6985189.500000 Penalty: 5333.263672
	Iteration 22Q: 3 clusters Score -6985190 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6985446.000000 Penalty: 5333.263672
	Iteration 23Q: 3 clusters Score -6985446 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6985632.500000 Penalty: 5333.263672
	Iteration 24Q: 3 clusters Score -6985632 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6985869.000000 Penalty: 5333.263672
	Iteration 25Q: 3 clusters Score -6985869 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -6986022.000000 Penalty: 5333.263672
	Iteration 26Q: 3 clusters Score -6986022 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6986327.000000 Penalty: 5333.263672
	Iteration 27Q: 3 clusters Score -6986327 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -6986656.000000 Penalty: 5333.263672
	Iteration 28Q: 3 clusters Score -6986656 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -6987062.000000 Penalty: 5333.263672
	Iteration 29Q: 3 clusters Score -6987062 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -6987406.500000 Penalty: 5333.263672
	Iteration 30Q: 3 clusters Score -6987406 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6987926.500000 Penalty: 5333.263672
	Iteration 31Q: 3 clusters Score -6987926 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6988440.000000 Penalty: 5333.263672
	Iteration 32Q: 3 clusters Score -6988440 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -6988912.000000 Penalty: 5333.263672
	Iteration 33Q: 3 clusters Score -6988912 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6989290.500000 Penalty: 5333.263672
	Iteration 34Q: 3 clusters Score -6989290 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6989538.500000 Penalty: 5333.263672
	Iteration 35Q: 3 clusters Score -6989538 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -6989649.500000 Penalty: 5333.263672
	Iteration 36Q: 3 clusters Score -6989650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -6989782.000000 Penalty: 5333.263672
	Iteration 37Q: 3 clusters Score -6989782 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -6989836.500000 Penalty: 5333.263672
	Iteration 38Q: 3 clusters Score -6989836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6989870.000000 Penalty: 5333.263672
	Iteration 39Q: 3 clusters Score -6989870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -6989934.000000 Penalty: 5333.263672
	Iteration 40F: 3 clusters Score -6989934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -6989978.500000 Penalty: 5333.263672
	Iteration 41Q: 3 clusters Score -6989978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -6989954.500000 Penalty: 5333.263672
	Iteration 42Q: 3 clusters Score -6989954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -6989963.500000 Penalty: 5333.263672
	Iteration 43Q: 3 clusters Score -6989964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -6989988.500000 Penalty: 5333.263672
	Iteration 44Q: 3 clusters Score -6989988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6989998.000000 Penalty: 5333.263672
	Iteration 45Q: 3 clusters Score -6989998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -6989997.000000 Penalty: 5333.263672
	Iteration 46Q: 3 clusters Score -6989997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -6989989.000000 Penalty: 5333.263672
	Iteration 47Q: 3 clusters Score -6989989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -6990012.000000 Penalty: 5333.263672
	Iteration 48Q: 3 clusters Score -6990012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6990008.500000 Penalty: 5333.263672
	Iteration 49Q: 3 clusters Score -6990008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6990008.000000 Penalty: 5333.263672
	Iteration 50Q: 3 clusters Score -6990008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -6990023.000000 Penalty: 5333.263672
	Iteration 51Q: 3 clusters Score -6990023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6990025.500000 Penalty: 5333.263672
	Iteration 52Q: 3 clusters Score -6990026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -6990029.000000 Penalty: 5333.263672
	Iteration 53Q: 3 clusters Score -6990029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6990037.500000 Penalty: 5333.263672
	Iteration 54Q: 3 clusters Score -6990038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -6990046.500000 Penalty: 5333.263672
	Iteration 55Q: 3 clusters Score -6990046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -6990058.500000 Penalty: 5333.263672
	Iteration 56Q: 3 clusters Score -6990058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6990057.500000 Penalty: 5333.263672
	Iteration 57Q: 3 clusters Score -6990058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6990063.500000 Penalty: 5333.263672
	Iteration 58Q: 3 clusters Score -6990064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -6990064.500000 Penalty: 5333.263672
	Iteration 59Q: 3 clusters Score -6990064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -6990083.000000 Penalty: 5333.263672
	Iteration 60F: 3 clusters Score -6990083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -6990091.000000 Penalty: 5333.263672
	Iteration 61Q: 3 clusters Score -6990091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -6990104.500000 Penalty: 5333.263672
	Iteration 62Q: 3 clusters Score -6990104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -6990128.500000 Penalty: 5333.263672
	Iteration 63Q: 3 clusters Score -6990128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -6990137.000000 Penalty: 5333.263672
	Iteration 64Q: 3 clusters Score -6990137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -6990131.000000 Penalty: 5333.263672
	Iteration 65Q: 3 clusters Score -6990131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -6990143.000000 Penalty: 5333.263672
	Iteration 66Q: 3 clusters Score -6990143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -6990156.500000 Penalty: 5333.263672
	Iteration 67Q: 3 clusters Score -6990156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -6990165.500000 Penalty: 5333.263672
	Iteration 68Q: 3 clusters Score -6990166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -6990167.000000 Penalty: 5333.263672
	Iteration 69Q: 3 clusters Score -6990167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -6990170.500000 Penalty: 5333.263672
	Iteration 70Q: 3 clusters Score -6990170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -6990154.000000 Penalty: 5333.263672
	Iteration 71Q: 3 clusters Score -6990154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6990144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -6990141.000000 Penalty: 5333.263672
	Iteration 73Q: 3 clusters Score -6990141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6990140.500000 Penalty: 5333.263672
	Iteration 74Q: 3 clusters Score -6990140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -6990131.000000 Penalty: 5333.263672
	Iteration 75Q: 3 clusters Score -6990131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -6990130.500000 Penalty: 5333.263672
	Iteration 76Q: 3 clusters Score -6990130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6990147.500000 Penalty: 5333.263672
	Iteration 77Q: 3 clusters Score -6990148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6990160.000000 Penalty: 5333.263672
	Iteration 78Q: 3 clusters Score -6990160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -6990168.500000 Penalty: 5333.263672
	Iteration 79Q: 3 clusters Score -6990168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6990181.500000 Penalty: 5333.263672
	Iteration 80F: 3 clusters Score -6990182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -6990208.500000 Penalty: 5333.263672
	Iteration 81Q: 3 clusters Score -6990208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6990233.000000 Penalty: 5333.263672
	Iteration 82Q: 3 clusters Score -6990233 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -6990257.500000 Penalty: 5333.263672
	Iteration 83Q: 3 clusters Score -6990258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -6990276.000000 Penalty: 5333.263672
	Iteration 84Q: 3 clusters Score -6990276 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -6990306.500000 Penalty: 5333.263672
	Iteration 85Q: 3 clusters Score -6990306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6990325.000000 Penalty: 5333.263672
	Iteration 86Q: 3 clusters Score -6990325 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6990340.000000 Penalty: 5333.263672
	Iteration 87Q: 3 clusters Score -6990340 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -6990346.500000 Penalty: 5333.263672
	Iteration 88Q: 3 clusters Score -6990346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -6990353.500000 Penalty: 5333.263672
	Iteration 89Q: 3 clusters Score -6990354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6990376.000000 Penalty: 5333.263672
	Iteration 90Q: 3 clusters Score -6990376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -6990397.500000 Penalty: 5333.263672
	Iteration 91Q: 3 clusters Score -6990398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -6990404.500000 Penalty: 5333.263672
	Iteration 92Q: 3 clusters Score -6990404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6990409.500000 Penalty: 5333.263672
	Iteration 93Q: 3 clusters Score -6990410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6990427.000000 Penalty: 5333.263672
	Iteration 94Q: 3 clusters Score -6990427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6990436.000000 Penalty: 5333.263672
	Iteration 95Q: 3 clusters Score -6990436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6990448.500000 Penalty: 5333.263672
	Iteration 96Q: 3 clusters Score -6990448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -6990445.000000 Penalty: 5333.263672
	Iteration 97Q: 3 clusters Score -6990445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6990447 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6990459.500000 Penalty: 5333.263672
	Iteration 99Q: 3 clusters Score -6990460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -6990489.000000 Penalty: 5333.263672
	Iteration 100F: 3 clusters Score -6990489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -6990488.000000 Penalty: 5333.263672
	Iteration 101Q: 3 clusters Score -6990488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6990490.500000 Penalty: 5333.263672
	Iteration 102Q: 3 clusters Score -6990490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6990519.000000 Penalty: 5333.263672
	Iteration 103Q: 3 clusters Score -6990519 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -6990528.500000 Penalty: 5333.263672
	Iteration 104Q: 3 clusters Score -6990528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -6990534.500000 Penalty: 5333.263672
	Iteration 105Q: 3 clusters Score -6990534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6990547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6990574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -6990593.500000 Penalty: 5333.263672
	Iteration 108Q: 3 clusters Score -6990594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -6990610.000000 Penalty: 5333.263672
	Iteration 109Q: 3 clusters Score -6990610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6990631.500000 Penalty: 5333.263672
	Iteration 110Q: 3 clusters Score -6990632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -6990642.000000 Penalty: 5333.263672
	Iteration 111Q: 3 clusters Score -6990642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6990654.500000 Penalty: 5333.263672
	Iteration 112Q: 3 clusters Score -6990654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -6990684.000000 Penalty: 5333.263672
	Iteration 113Q: 3 clusters Score -6990684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6990690.500000 Penalty: 5333.263672
	Iteration 114Q: 3 clusters Score -6990690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -6990681.500000 Penalty: 5333.263672
	Iteration 115Q: 3 clusters Score -6990682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -6990687.500000 Penalty: 5333.263672
	Iteration 116Q: 3 clusters Score -6990688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6990709.500000 Penalty: 5333.263672
	Iteration 117Q: 3 clusters Score -6990710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -6990723.500000 Penalty: 5333.263672
	Iteration 118Q: 3 clusters Score -6990724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6990717.500000 Penalty: 5333.263672
	Iteration 119Q: 3 clusters Score -6990718 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -6990738.000000 Penalty: 5333.263672
	Iteration 120F: 3 clusters Score -6990738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6990756.000000 Penalty: 5333.263672
	Iteration 121Q: 3 clusters Score -6990756 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6990788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6990789 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -6990821.000000 Penalty: 5333.263672
	Iteration 124Q: 3 clusters Score -6990821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6990828.500000 Penalty: 5333.263672
	Iteration 125Q: 3 clusters Score -6990828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -6990829.000000 Penalty: 5333.263672
	Iteration 126Q: 3 clusters Score -6990829 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -6990846.000000 Penalty: 5333.263672
	Iteration 127Q: 3 clusters Score -6990846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -6990872.500000 Penalty: 5333.263672
	Iteration 128Q: 3 clusters Score -6990872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6990880.000000 Penalty: 5333.263672
	Iteration 129Q: 3 clusters Score -6990880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6990892.500000 Penalty: 5333.263672
	Iteration 130Q: 3 clusters Score -6990892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -6990891.500000 Penalty: 5333.263672
	Iteration 131Q: 3 clusters Score -6990892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -6990909.000000 Penalty: 5333.263672
	Iteration 132Q: 3 clusters Score -6990909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6990920.000000 Penalty: 5333.263672
	Iteration 133Q: 3 clusters Score -6990920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -6990927.500000 Penalty: 5333.263672
	Iteration 134Q: 3 clusters Score -6990928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6990943.500000 Penalty: 5333.263672
	Iteration 135Q: 3 clusters Score -6990944 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6990959.000000 Penalty: 5333.263672
	Iteration 136Q: 3 clusters Score -6990959 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -6990973.000000 Penalty: 5333.263672
	Iteration 137Q: 3 clusters Score -6990973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -6990994.000000 Penalty: 5333.263672
	Iteration 138Q: 3 clusters Score -6990994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6991008.000000 Penalty: 5333.263672
	Iteration 139Q: 3 clusters Score -6991008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -6991023.500000 Penalty: 5333.263672
	Iteration 140F: 3 clusters Score -6991024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6991044.000000 Penalty: 5333.263672
	Iteration 141Q: 3 clusters Score -6991044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -6991066.500000 Penalty: 5333.263672
	Iteration 142Q: 3 clusters Score -6991066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -6991077.500000 Penalty: 5333.263672
	Iteration 143Q: 3 clusters Score -6991078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6991091.000000 Penalty: 5333.263672
	Iteration 144Q: 3 clusters Score -6991091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -6991104.500000 Penalty: 5333.263672
	Iteration 145Q: 3 clusters Score -6991104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6991130.000000 Penalty: 5333.263672
	Iteration 146Q: 3 clusters Score -6991130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6991141.000000 Penalty: 5333.263672
	Iteration 147Q: 3 clusters Score -6991141 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6991163.500000 Penalty: 5333.263672
	Iteration 148Q: 3 clusters Score -6991164 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6991166.500000 Penalty: 5333.263672
	Iteration 149Q: 3 clusters Score -6991166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6991174.500000 Penalty: 5333.263672
	Iteration 150Q: 3 clusters Score -6991174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -6991205.000000 Penalty: 5333.263672
	Iteration 151Q: 3 clusters Score -6991205 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6991206.500000 Penalty: 5333.263672
	Iteration 152Q: 3 clusters Score -6991206 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6991217.500000 Penalty: 5333.263672
	Iteration 153Q: 3 clusters Score -6991218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -6991231.000000 Penalty: 5333.263672
	Iteration 154Q: 3 clusters Score -6991231 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -6991212.000000 Penalty: 5333.263672
	Iteration 155Q: 3 clusters Score -6991212 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6991221.500000 Penalty: 5333.263672
	Iteration 156Q: 3 clusters Score -6991222 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -6991238.500000 Penalty: 5333.263672
	Iteration 157Q: 3 clusters Score -6991238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -6991264.500000 Penalty: 5333.263672
	Iteration 158Q: 3 clusters Score -6991264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6991275.000000 Penalty: 5333.263672
	Iteration 159Q: 3 clusters Score -6991275 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6991289.000000 Penalty: 5333.263672
	Iteration 160F: 3 clusters Score -6991289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6991293.000000 Penalty: 5333.263672
	Iteration 161Q: 3 clusters Score -6991293 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6991304.500000 Penalty: 5333.263672
	Iteration 162Q: 3 clusters Score -6991304 nChanged 68
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Entering Unmasked Estep 
Score: -6991319.500000 Penalty: 5333.263672
	Iteration 163Q: 3 clusters Score -6991320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6991338.500000 Penalty: 5333.263672
	Iteration 164Q: 3 clusters Score -6991338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6991331.500000 Penalty: 5333.263672
	Iteration 165Q: 3 clusters Score -6991332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6991341.000000 Penalty: 5333.263672
	Iteration 166Q: 3 clusters Score -6991341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6991354.500000 Penalty: 5333.263672
	Iteration 167Q: 3 clusters Score -6991354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6991397.500000 Penalty: 5333.263672
	Iteration 168Q: 3 clusters Score -6991398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6991402.500000 Penalty: 5333.263672
	Iteration 169Q: 3 clusters Score -6991402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6991434.500000 Penalty: 5333.263672
	Iteration 170Q: 3 clusters Score -6991434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6991447.000000 Penalty: 5333.263672
	Iteration 171Q: 3 clusters Score -6991447 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6991458.000000 Penalty: 5333.263672
	Iteration 172Q: 3 clusters Score -6991458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6991486.000000 Penalty: 5333.263672
	Iteration 173Q: 3 clusters Score -6991486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6991498.500000 Penalty: 5333.263672
	Iteration 174Q: 3 clusters Score -6991498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6991523.500000 Penalty: 5333.263672
	Iteration 175Q: 3 clusters Score -6991524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6991529.000000 Penalty: 5333.263672
	Iteration 176Q: 3 clusters Score -6991529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6991530.000000 Penalty: 5333.263672
	Iteration 177Q: 3 clusters Score -6991530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6991529.000000 Penalty: 5333.263672
	Iteration 178Q: 3 clusters Score -6991529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6991539.500000 Penalty: 5333.263672
	Iteration 179Q: 3 clusters Score -6991540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6991534.500000 Penalty: 5333.263672
	Iteration 180F: 3 clusters Score -6991534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6991549.500000 Penalty: 5333.263672
	Iteration 181Q: 3 clusters Score -6991550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6991556.000000 Penalty: 5333.263672
	Iteration 182Q: 3 clusters Score -6991556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6991550.000000 Penalty: 5333.263672
	Iteration 183Q: 3 clusters Score -6991550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6991567.500000 Penalty: 5333.263672
	Iteration 184Q: 3 clusters Score -6991568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6991569.000000 Penalty: 5333.263672
	Iteration 185Q: 3 clusters Score -6991569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6991580.500000 Penalty: 5333.263672
	Iteration 186Q: 3 clusters Score -6991580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6991586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6991571.500000 Penalty: 5333.263672
	Iteration 188Q: 3 clusters Score -6991572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6991582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6991593.000000 Penalty: 5333.263672
	Iteration 190Q: 3 clusters Score -6991593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6991600.500000 Penalty: 5333.263672
	Iteration 191Q: 3 clusters Score -6991600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6991588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6991604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6991598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6991614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6991617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6991635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6991636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6991656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6991664.000000 Penalty: 5333.263672
	Iteration 200F: 3 clusters Score -6991664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6991666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6991684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6991691.000000 Penalty: 5333.263672
	Iteration 203Q: 3 clusters Score -6991691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6991691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6991694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6991706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6991721.000000 Penalty: 5333.263672
	Iteration 207Q: 3 clusters Score -6991721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6991737.000000 Penalty: 5333.263672
	Iteration 208Q: 3 clusters Score -6991737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6991738.500000 Penalty: 5333.263672
	Iteration 209Q: 3 clusters Score -6991738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6991742.500000 Penalty: 5333.263672
	Iteration 210Q: 3 clusters Score -6991742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6991756.500000 Penalty: 5333.263672
	Iteration 211Q: 3 clusters Score -6991756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6991769.500000 Penalty: 5333.263672
	Iteration 212Q: 3 clusters Score -6991770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6991792.500000 Penalty: 5333.263672
	Iteration 213Q: 3 clusters Score -6991792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6991792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6991784.500000 Penalty: 5333.263672
	Iteration 215Q: 3 clusters Score -6991784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6991799.000000 Penalty: 5333.263672
	Iteration 216Q: 3 clusters Score -6991799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6991797.500000 Penalty: 5333.263672
	Iteration 217Q: 3 clusters Score -6991798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6991794.000000 Penalty: 5333.263672
	Iteration 218Q: 3 clusters Score -6991794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6991807.500000 Penalty: 5333.263672
	Iteration 219Q: 3 clusters Score -6991808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6991805.500000 Penalty: 5333.263672
	Iteration 220F: 3 clusters Score -6991806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6991812.000000 Penalty: 5333.263672
	Iteration 221Q: 3 clusters Score -6991812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6991816.500000 Penalty: 5333.263672
	Iteration 222Q: 3 clusters Score -6991816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6991820.500000 Penalty: 5333.263672
	Iteration 223Q: 3 clusters Score -6991820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6991815.500000 Penalty: 5333.263672
	Iteration 224Q: 3 clusters Score -6991816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6991827.000000 Penalty: 5333.263672
	Iteration 225Q: 3 clusters Score -6991827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6991826.500000 Penalty: 5333.263672
	Iteration 226Q: 3 clusters Score -6991826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6991829.500000 Penalty: 5333.263672
	Iteration 227Q: 3 clusters Score -6991830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6991846.000000 Penalty: 5333.263672
	Iteration 228Q: 3 clusters Score -6991846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6991855.500000 Penalty: 5333.263672
	Iteration 229Q: 3 clusters Score -6991856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6991853.000000 Penalty: 5333.263672
	Iteration 230Q: 3 clusters Score -6991853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6991855.500000 Penalty: 5333.263672
	Iteration 231Q: 3 clusters Score -6991856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6991858.000000 Penalty: 5333.263672
	Iteration 232Q: 3 clusters Score -6991858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6991867.500000 Penalty: 5333.263672
	Iteration 233Q: 3 clusters Score -6991868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6991880.000000 Penalty: 5333.263672
	Iteration 234Q: 3 clusters Score -6991880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6991875.500000 Penalty: 5333.263672
	Iteration 235Q: 3 clusters Score -6991876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6991868.500000 Penalty: 5333.263672
	Iteration 236Q: 3 clusters Score -6991868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6991885.500000 Penalty: 5333.263672
	Iteration 237Q: 3 clusters Score -6991886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6991898.500000 Penalty: 5333.263672
	Iteration 238Q: 3 clusters Score -6991898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6991904.500000 Penalty: 5333.263672
	Iteration 239Q: 3 clusters Score -6991904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
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Entering Unmasked Estep 
Score: -6991907.500000 Penalty: 5333.263672
	Iteration 240F: 3 clusters Score -6991908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6991913.500000 Penalty: 5333.263672
	Iteration 241Q: 3 clusters Score -6991914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6991914 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6991913.000000 Penalty: 5333.263672
	Iteration 243Q: 3 clusters Score -6991913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6991918.000000 Penalty: 5333.263672
	Iteration 244Q: 3 clusters Score -6991918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6991924.000000 Penalty: 5333.263672
	Iteration 245Q: 3 clusters Score -6991924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6991922.000000 Penalty: 5333.263672
	Iteration 246Q: 3 clusters Score -6991922 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6991929.500000 Penalty: 5333.263672
	Iteration 247Q: 3 clusters Score -6991930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6991930.500000 Penalty: 5333.263672
	Iteration 248Q: 3 clusters Score -6991930 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6991929.500000 Penalty: 5333.263672
	Iteration 249Q: 3 clusters Score -6991930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6991938.500000 Penalty: 5333.263672
	Iteration 250Q: 3 clusters Score -6991938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6991940.500000 Penalty: 5333.263672
	Iteration 251Q: 3 clusters Score -6991940 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6991940 nChanged 9
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Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -6991940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6991941.500000 Penalty: 5333.263672
	Iteration 254Q: 3 clusters Score -6991942 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6991955.500000 Penalty: 5333.263672
	Iteration 255Q: 3 clusters Score -6991956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6991948.000000 Penalty: 5333.263672
	Iteration 256Q: 3 clusters Score -6991948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6991955.000000 Penalty: 5333.263672
	Iteration 257Q: 3 clusters Score -6991955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6991947.500000 Penalty: 5333.263672
	Iteration 258Q: 3 clusters Score -6991948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6991956.500000 Penalty: 5333.263672
	Iteration 259Q: 3 clusters Score -6991956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6991948.500000 Penalty: 5333.263672
	Iteration 260F: 3 clusters Score -6991948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6991960.000000 Penalty: 5333.263672
	Iteration 261Q: 3 clusters Score -6991960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6991957.000000 Penalty: 5333.263672
	Iteration 262Q: 3 clusters Score -6991957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6991964.500000 Penalty: 5333.263672
	Iteration 263Q: 3 clusters Score -6991964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6991976.000000 Penalty: 5333.263672
	Iteration 264Q: 3 clusters Score -6991976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6991971.000000 Penalty: 5333.263672
	Iteration 265Q: 3 clusters Score -6991971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6991978.500000 Penalty: 5333.263672
	Iteration 266Q: 3 clusters Score -6991978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6991984.000000 Penalty: 5333.263672
	Iteration 267Q: 3 clusters Score -6991984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6991982.000000 Penalty: 5333.263672
	Iteration 268Q: 3 clusters Score -6991982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6991993.000000 Penalty: 5333.263672
	Iteration 269Q: 3 clusters Score -6991993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6992000.000000 Penalty: 5333.263672
	Iteration 270Q: 3 clusters Score -6992000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6991995.500000 Penalty: 5333.263672
	Iteration 271Q: 3 clusters Score -6991996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6991993.000000 Penalty: 5333.263672
	Iteration 272Q: 3 clusters Score -6991993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6992004.000000 Penalty: 5333.263672
	Iteration 273Q: 3 clusters Score -6992004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6992005.500000 Penalty: 5333.263672
	Iteration 274Q: 3 clusters Score -6992006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6992003.000000 Penalty: 5333.263672
	Iteration 275Q: 3 clusters Score -6992003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6992000.000000 Penalty: 5333.263672
	Iteration 276Q: 3 clusters Score -6992000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6992005.500000 Penalty: 5333.263672
	Iteration 277Q: 3 clusters Score -6992006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6992000.500000 Penalty: 5333.263672
	Iteration 278Q: 3 clusters Score -6992000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6992002.500000 Penalty: 5333.263672
	Iteration 279Q: 3 clusters Score -6992002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6992003.500000 Penalty: 5333.263672
	Iteration 280F: 3 clusters Score -6992004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6992006.500000 Penalty: 5333.263672
	Iteration 281Q: 3 clusters Score -6992006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6992009.000000 Penalty: 5333.263672
	Iteration 282Q: 3 clusters Score -6992009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6992005.000000 Penalty: 5333.263672
	Iteration 283Q: 3 clusters Score -6992005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6992006.000000 Penalty: 5333.263672
	Iteration 284Q: 3 clusters Score -6992006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6992003.000000 Penalty: 5333.263672
	Iteration 285Q: 3 clusters Score -6992003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6992010.500000 Penalty: 5333.263672
	Iteration 286Q: 3 clusters Score -6992010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6992014.500000 Penalty: 5333.263672
	Iteration 287Q: 3 clusters Score -6992014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6992016.500000 Penalty: 5333.263672
	Iteration 288Q: 3 clusters Score -6992016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6992014.000000 Penalty: 5333.263672
	Iteration 289Q: 3 clusters Score -6992014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6992016.500000 Penalty: 5333.263672
	Iteration 290Q: 3 clusters Score -6992016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6992018.000000 Penalty: 5333.263672
	Iteration 291Q: 3 clusters Score -6992018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6992018.000000 Penalty: 5333.263672
	Iteration 292F: 3 clusters Score -6992018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Entering Unmasked Estep 
Score: -5138915.500000 Penalty: 2582.337646
	Iteration 0F: 2 clusters Score -5138916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5116166.000000 Penalty: 5164.675293
	Iteration 0F: 3 clusters Score -5116166 nChanged 15164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5124387.000000 Penalty: 5164.675293
	Iteration 1F: 3 clusters Score -5124387 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5124884.500000 Penalty: 5164.675293
	Iteration 2Q: 3 clusters Score -5124884 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5125384.500000 Penalty: 5164.675293
	Iteration 3Q: 3 clusters Score -5125384 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5125906.000000 Penalty: 5164.675293
	Iteration 4Q: 3 clusters Score -5125906 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5126566.500000 Penalty: 5164.675293
	Iteration 5Q: 3 clusters Score -5126566 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5127436.500000 Penalty: 5164.675293
	Iteration 6Q: 3 clusters Score -5127436 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5128539.000000 Penalty: 5164.675293
	Iteration 7F: 3 clusters Score -5128539 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5129962.000000 Penalty: 5164.675293
	Iteration 8F: 3 clusters Score -5129962 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5131683.500000 Penalty: 5164.675293
	Iteration 9F: 3 clusters Score -5131684 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5133276.000000 Penalty: 5164.675293
	Iteration 10F: 3 clusters Score -5133276 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5134594.000000 Penalty: 5164.675293
	Iteration 11Q: 3 clusters Score -5134594 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5135454.000000 Penalty: 5164.675293
	Iteration 12Q: 3 clusters Score -5135454 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -5135993.500000 Penalty: 5164.675293
	Iteration 13Q: 3 clusters Score -5135994 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5136254.000000 Penalty: 5164.675293
	Iteration 14Q: 3 clusters Score -5136254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5136425.500000 Penalty: 5164.675293
	Iteration 15Q: 3 clusters Score -5136426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5136496.000000 Penalty: 5164.675293
	Iteration 16Q: 3 clusters Score -5136496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5136547.000000 Penalty: 5164.675293
	Iteration 17Q: 3 clusters Score -5136547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -5136575.000000 Penalty: 5164.675293
	Iteration 18Q: 3 clusters Score -5136575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5136589.500000 Penalty: 5164.675293
	Iteration 19Q: 3 clusters Score -5136590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -5136609.000000 Penalty: 5164.675293
	Iteration 20F: 3 clusters Score -5136609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -5136623.000000 Penalty: 5164.675293
	Iteration 21Q: 3 clusters Score -5136623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -5136633.500000 Penalty: 5164.675293
	Iteration 22Q: 3 clusters Score -5136634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5136643.000000 Penalty: 5164.675293
	Iteration 23Q: 3 clusters Score -5136643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5136647.500000 Penalty: 5164.675293
	Iteration 24Q: 3 clusters Score -5136648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5136654.000000 Penalty: 5164.675293
	Iteration 25Q: 3 clusters Score -5136654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5136658.500000 Penalty: 5164.675293
	Iteration 26Q: 3 clusters Score -5136658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5136659.000000 Penalty: 5164.675293
	Iteration 27Q: 3 clusters Score -5136659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -5136660.000000 Penalty: 5164.675293
	Iteration 28Q: 3 clusters Score -5136660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5136667.500000 Penalty: 5164.675293
	Iteration 29Q: 3 clusters Score -5136668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5136668.500000 Penalty: 5164.675293
	Iteration 30Q: 3 clusters Score -5136668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5136674.500000 Penalty: 5164.675293
	Iteration 31Q: 3 clusters Score -5136674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5136674.500000 Penalty: 5164.675293
	Iteration 32F: 3 clusters Score -5136674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1495046.125000 Penalty: 2306.603516
	Iteration 0F: 2 clusters Score -1495046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1486799.375000 Penalty: 4613.207031
	Iteration 0F: 3 clusters Score -1486799 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1489392.125000 Penalty: 4613.207031
	Iteration 1F: 3 clusters Score -1489392 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1490144.250000 Penalty: 4613.207031
	Iteration 2F: 3 clusters Score -1490144 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1491029.125000 Penalty: 4613.207031
	Iteration 3F: 3 clusters Score -1491029 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1491838.250000 Penalty: 4613.207031
	Iteration 4F: 3 clusters Score -1491838 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1492515.000000 Penalty: 4613.207031
	Iteration 5F: 3 clusters Score -1492515 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1492961.625000 Penalty: 4613.207031
	Iteration 6F: 3 clusters Score -1492962 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1493256.000000 Penalty: 4613.207031
	Iteration 7Q: 3 clusters Score -1493256 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1493448.375000 Penalty: 4613.207031
	Iteration 8Q: 3 clusters Score -1493448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1493579.125000 Penalty: 4613.207031
	Iteration 9Q: 3 clusters Score -1493579 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1493676.375000 Penalty: 4613.207031
	Iteration 10Q: 3 clusters Score -1493676 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1493754.125000 Penalty: 4613.207031
	Iteration 11Q: 3 clusters Score -1493754 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1493826.250000 Penalty: 4613.207031
	Iteration 12Q: 3 clusters Score -1493826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1493890.125000 Penalty: 4613.207031
	Iteration 13Q: 3 clusters Score -1493890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1493951.875000 Penalty: 4613.207031
	Iteration 14Q: 3 clusters Score -1493952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1493988.875000 Penalty: 4613.207031
	Iteration 15Q: 3 clusters Score -1493989 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1494020.375000 Penalty: 4613.207031
	Iteration 16Q: 3 clusters Score -1494020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1494046.375000 Penalty: 4613.207031
	Iteration 17Q: 3 clusters Score -1494046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1494073.125000 Penalty: 4613.207031
	Iteration 18Q: 3 clusters Score -1494073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1494096.750000 Penalty: 4613.207031
	Iteration 19Q: 3 clusters Score -1494097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1494119.375000 Penalty: 4613.207031
	Iteration 20F: 3 clusters Score -1494119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1494133.125000 Penalty: 4613.207031
	Iteration 21Q: 3 clusters Score -1494133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1494153.125000 Penalty: 4613.207031
	Iteration 22Q: 3 clusters Score -1494153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1494163.500000 Penalty: 4613.207031
	Iteration 23Q: 3 clusters Score -1494164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1494179.500000 Penalty: 4613.207031
	Iteration 24Q: 3 clusters Score -1494180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1494190.250000 Penalty: 4613.207031
	Iteration 25Q: 3 clusters Score -1494190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1494191.625000 Penalty: 4613.207031
	Iteration 26Q: 3 clusters Score -1494192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1494199.250000 Penalty: 4613.207031
	Iteration 27Q: 3 clusters Score -1494199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1494199.250000 Penalty: 4613.207031
	Iteration 28Q: 3 clusters Score -1494199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1494205.125000 Penalty: 4613.207031
	Iteration 29Q: 3 clusters Score -1494205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1494212.500000 Penalty: 4613.207031
	Iteration 30Q: 3 clusters Score -1494212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1494216.000000 Penalty: 4613.207031
	Iteration 31Q: 3 clusters Score -1494216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1494219.125000 Penalty: 4613.207031
	Iteration 32Q: 3 clusters Score -1494219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1494224.875000 Penalty: 4613.207031
	Iteration 33Q: 3 clusters Score -1494225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1494231.375000 Penalty: 4613.207031
	Iteration 34Q: 3 clusters Score -1494231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1494236.125000 Penalty: 4613.207031
	Iteration 35Q: 3 clusters Score -1494236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1494236.500000 Penalty: 4613.207031
	Iteration 36Q: 3 clusters Score -1494236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1494236.625000 Penalty: 4613.207031
	Iteration 37Q: 3 clusters Score -1494237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1494242.750000 Penalty: 4613.207031
	Iteration 38Q: 3 clusters Score -1494243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1494243.250000 Penalty: 4613.207031
	Iteration 39Q: 3 clusters Score -1494243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1494239.875000 Penalty: 4613.207031
	Iteration 40F: 3 clusters Score -1494240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1494240.750000 Penalty: 4613.207031
	Iteration 41Q: 3 clusters Score -1494241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1494240.750000 Penalty: 4613.207031
	Iteration 42Q: 3 clusters Score -1494241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1494240.750000 Penalty: 4613.207031
	Iteration 43F: 3 clusters Score -1494241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -932713.000000 Penalty: 2170.483398
	Iteration 0F: 2 clusters Score -932713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -927401.875000 Penalty: 4340.966797
	Iteration 0F: 3 clusters Score -927401.9 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -928728.125000 Penalty: 4340.966797
	Iteration 1F: 3 clusters Score -928728.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -928958.875000 Penalty: 4340.966797
	Iteration 2F: 3 clusters Score -928958.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -929146.250000 Penalty: 4340.966797
	Iteration 3Q: 3 clusters Score -929146.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -929374.875000 Penalty: 4340.966797
	Iteration 4Q: 3 clusters Score -929374.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -929641.250000 Penalty: 4340.966797
	Iteration 5Q: 3 clusters Score -929641.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -929915.375000 Penalty: 4340.966797
	Iteration 6F: 3 clusters Score -929915.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -930180.750000 Penalty: 4340.966797
	Iteration 7F: 3 clusters Score -930180.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -930427.687500 Penalty: 4340.966797
	Iteration 8F: 3 clusters Score -930427.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -930641.312500 Penalty: 4340.966797
	Iteration 9Q: 3 clusters Score -930641.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -930809.562500 Penalty: 4340.966797
	Iteration 10Q: 3 clusters Score -930809.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -930931.187500 Penalty: 4340.966797
	Iteration 11Q: 3 clusters Score -930931.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -931032.000000 Penalty: 4340.966797
	Iteration 12Q: 3 clusters Score -931032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -931111.312500 Penalty: 4340.966797
	Iteration 13Q: 3 clusters Score -931111.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -931170.000000 Penalty: 4340.966797
	Iteration 14Q: 3 clusters Score -931170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -931212.812500 Penalty: 4340.966797
	Iteration 15Q: 3 clusters Score -931212.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -931247.500000 Penalty: 4340.966797
	Iteration 16Q: 3 clusters Score -931247.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -931270.000000 Penalty: 4340.966797
	Iteration 17Q: 3 clusters Score -931270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -931283.312500 Penalty: 4340.966797
	Iteration 18Q: 3 clusters Score -931283.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -931301.687500 Penalty: 4340.966797
	Iteration 19Q: 3 clusters Score -931301.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -931315.187500 Penalty: 4340.966797
	Iteration 20F: 3 clusters Score -931315.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -931330.000000 Penalty: 4340.966797
	Iteration 21Q: 3 clusters Score -931330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -931345.375000 Penalty: 4340.966797
	Iteration 22Q: 3 clusters Score -931345.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -931359.000000 Penalty: 4340.966797
	Iteration 23Q: 3 clusters Score -931359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -931367.375000 Penalty: 4340.966797
	Iteration 24Q: 3 clusters Score -931367.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -931375.500000 Penalty: 4340.966797
	Iteration 25Q: 3 clusters Score -931375.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -931379.437500 Penalty: 4340.966797
	Iteration 26Q: 3 clusters Score -931379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -931388.187500 Penalty: 4340.966797
	Iteration 27Q: 3 clusters Score -931388.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -931398.625000 Penalty: 4340.966797
	Iteration 28Q: 3 clusters Score -931398.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -931407.812500 Penalty: 4340.966797
	Iteration 29Q: 3 clusters Score -931407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -931417.250000 Penalty: 4340.966797
	Iteration 30Q: 3 clusters Score -931417.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -931425.812500 Penalty: 4340.966797
	Iteration 31Q: 3 clusters Score -931425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -931430.437500 Penalty: 4340.966797
	Iteration 32Q: 3 clusters Score -931430.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -931436.187500 Penalty: 4340.966797
	Iteration 33Q: 3 clusters Score -931436.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -931440.937500 Penalty: 4340.966797
	Iteration 34Q: 3 clusters Score -931440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -931446.437500 Penalty: 4340.966797
	Iteration 35Q: 3 clusters Score -931446.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -931450.625000 Penalty: 4340.966797
	Iteration 36Q: 3 clusters Score -931450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -931453.687500 Penalty: 4340.966797
	Iteration 37Q: 3 clusters Score -931453.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -931459.500000 Penalty: 4340.966797
	Iteration 38Q: 3 clusters Score -931459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -931465.000000 Penalty: 4340.966797
	Iteration 39Q: 3 clusters Score -931465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -931468.125000 Penalty: 4340.966797
	Iteration 40F: 3 clusters Score -931468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -931470.687500 Penalty: 4340.966797
	Iteration 41Q: 3 clusters Score -931470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -931471.875000 Penalty: 4340.966797
	Iteration 42Q: 3 clusters Score -931471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -931478.562500 Penalty: 4340.966797
	Iteration 43Q: 3 clusters Score -931478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -931485.125000 Penalty: 4340.966797
	Iteration 44Q: 3 clusters Score -931485.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -931490.125000 Penalty: 4340.966797
	Iteration 45Q: 3 clusters Score -931490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -931499.750000 Penalty: 4340.966797
	Iteration 46Q: 3 clusters Score -931499.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -931504.250000 Penalty: 4340.966797
	Iteration 47Q: 3 clusters Score -931504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -931510.875000 Penalty: 4340.966797
	Iteration 48Q: 3 clusters Score -931510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -931516.687500 Penalty: 4340.966797
	Iteration 49Q: 3 clusters Score -931516.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -931525.375000 Penalty: 4340.966797
	Iteration 50Q: 3 clusters Score -931525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -931531.062500 Penalty: 4340.966797
	Iteration 51Q: 3 clusters Score -931531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -931535.312500 Penalty: 4340.966797
	Iteration 52Q: 3 clusters Score -931535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -931537.750000 Penalty: 4340.966797
	Iteration 53Q: 3 clusters Score -931537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -931539.250000 Penalty: 4340.966797
	Iteration 54Q: 3 clusters Score -931539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -931540.812500 Penalty: 4340.966797
	Iteration 55Q: 3 clusters Score -931540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -931545.125000 Penalty: 4340.966797
	Iteration 56Q: 3 clusters Score -931545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -931543.625000 Penalty: 4340.966797
	Iteration 57Q: 3 clusters Score -931543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -931544.125000 Penalty: 4340.966797
	Iteration 58Q: 3 clusters Score -931544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -931549.000000 Penalty: 4340.966797
	Iteration 59Q: 3 clusters Score -931549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -931551.000000 Penalty: 4340.966797
	Iteration 60F: 3 clusters Score -931551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -931553.687500 Penalty: 4340.966797
	Iteration 61Q: 3 clusters Score -931553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -931555.500000 Penalty: 4340.966797
	Iteration 62Q: 3 clusters Score -931555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -931559.312500 Penalty: 4340.966797
	Iteration 63Q: 3 clusters Score -931559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -931561.062500 Penalty: 4340.966797
	Iteration 64Q: 3 clusters Score -931561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -931565.312500 Penalty: 4340.966797
	Iteration 65Q: 3 clusters Score -931565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931566.687500 Penalty: 4340.966797
	Iteration 66Q: 3 clusters Score -931566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -931567.312500 Penalty: 4340.966797
	Iteration 67Q: 3 clusters Score -931567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -931567.812500 Penalty: 4340.966797
	Iteration 68Q: 3 clusters Score -931567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -931568.750000 Penalty: 4340.966797
	Iteration 69Q: 3 clusters Score -931568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -931569.000000 Penalty: 4340.966797
	Iteration 70Q: 3 clusters Score -931569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -931572.125000 Penalty: 4340.966797
	Iteration 71Q: 3 clusters Score -931572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -931573.625000 Penalty: 4340.966797
	Iteration 72Q: 3 clusters Score -931573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -931574.375000 Penalty: 4340.966797
	Iteration 73Q: 3 clusters Score -931574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -931578.312500 Penalty: 4340.966797
	Iteration 74Q: 3 clusters Score -931578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -931581.687500 Penalty: 4340.966797
	Iteration 75Q: 3 clusters Score -931581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -931582.250000 Penalty: 4340.966797
	Iteration 76Q: 3 clusters Score -931582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -931582.875000 Penalty: 4340.966797
	Iteration 77Q: 3 clusters Score -931582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -931584.937500 Penalty: 4340.966797
	Iteration 78Q: 3 clusters Score -931584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -931584.937500 Penalty: 4340.966797
	Iteration 79F: 3 clusters Score -931584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -307228.875000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -307228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304581.500000 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -304581.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -305002.968750 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -305003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -305128.156250 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -305128.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -305207.156250 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -305207.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -305266.093750 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -305266.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305296.000000 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -305296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305311.531250 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -305311.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305326.125000 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -305326.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -305340.687500 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -305340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -305354.625000 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -305354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -305369.218750 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -305369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305386.562500 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -305386.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305395.531250 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -305395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305403.062500 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -305403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305409.937500 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -305409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305417.906250 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -305417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305422.937500 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -305422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305428.218750 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -305428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305434.718750 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -305434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305444.031250 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -305444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -305448.968750 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -305449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305453.218750 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -305453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305454.750000 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -305454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305457.156250 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -305457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305459.843750 Penalty: 3767.561523
	Iteration 24Q: 3 clusters Score -305459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305462.343750 Penalty: 3767.561523
	Iteration 25Q: 3 clusters Score -305462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305466.000000 Penalty: 3767.561523
	Iteration 26Q: 3 clusters Score -305466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305468.343750 Penalty: 3767.561523
	Iteration 27Q: 3 clusters Score -305468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305469.156250 Penalty: 3767.561523
	Iteration 28Q: 3 clusters Score -305469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305471.593750 Penalty: 3767.561523
	Iteration 29Q: 3 clusters Score -305471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305474.843750 Penalty: 3767.561523
	Iteration 30Q: 3 clusters Score -305474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -305479.062500 Penalty: 3767.561523
	Iteration 31Q: 3 clusters Score -305479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -305480.937500 Penalty: 3767.561523
	Iteration 32Q: 3 clusters Score -305480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -305482.031250 Penalty: 3767.561523
	Iteration 33Q: 3 clusters Score -305482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305482.468750 Penalty: 3767.561523
	Iteration 34Q: 3 clusters Score -305482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305482.468750 Penalty: 3767.561523
	Iteration 35F: 3 clusters Score -305482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Entering Unmasked Estep 
Score: -8275977.500000 Penalty: 2706.418457
	Iteration 0F: 2 clusters Score -8275978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -8239095.000000 Penalty: 5412.836914
	Iteration 0F: 3 clusters Score -8239095 nChanged 25398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -8253453.000000 Penalty: 5412.836914
	Iteration 1F: 3 clusters Score -8253453 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -8253989.000000 Penalty: 5412.836914
	Iteration 2Q: 3 clusters Score -8253989 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8254561.500000 Penalty: 5412.836914
	Iteration 3Q: 3 clusters Score -8254562 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -8255267.000000 Penalty: 5412.836914
	Iteration 4Q: 3 clusters Score -8255267 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -8256031.500000 Penalty: 5412.836914
	Iteration 5Q: 3 clusters Score -8256032 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -8256979.500000 Penalty: 5412.836914
	Iteration 6Q: 3 clusters Score -8256980 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8258058.500000 Penalty: 5412.836914
	Iteration 7Q: 3 clusters Score -8258058 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -8259257.500000 Penalty: 5412.836914
	Iteration 8Q: 3 clusters Score -8259258 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -8260552.000000 Penalty: 5412.836914
	Iteration 9Q: 3 clusters Score -8260552 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8261887.000000 Penalty: 5412.836914
	Iteration 10Q: 3 clusters Score -8261887 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -8263251.500000 Penalty: 5412.836914
	Iteration 11Q: 3 clusters Score -8263252 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8264763.000000 Penalty: 5412.836914
	Iteration 12Q: 3 clusters Score -8264763 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8266379.500000 Penalty: 5412.836914
	Iteration 13Q: 3 clusters Score -8266380 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8268066.500000 Penalty: 5412.836914
	Iteration 14Q: 3 clusters Score -8268066 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -8269686.500000 Penalty: 5412.836914
	Iteration 15Q: 3 clusters Score -8269686 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -8271029.000000 Penalty: 5412.836914
	Iteration 16Q: 3 clusters Score -8271029 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -8271928.000000 Penalty: 5412.836914
	Iteration 17Q: 3 clusters Score -8271928 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -8272604.500000 Penalty: 5412.836914
	Iteration 18Q: 3 clusters Score -8272604 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -8272998.000000 Penalty: 5412.836914
	Iteration 19Q: 3 clusters Score -8272998 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -8273230.000000 Penalty: 5412.836914
	Iteration 20F: 3 clusters Score -8273230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -8273378.500000 Penalty: 5412.836914
	Iteration 21Q: 3 clusters Score -8273378 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -8273459.500000 Penalty: 5412.836914
	Iteration 22Q: 3 clusters Score -8273460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -8273496.500000 Penalty: 5412.836914
	Iteration 23Q: 3 clusters Score -8273496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -8273535.000000 Penalty: 5412.836914
	Iteration 24Q: 3 clusters Score -8273535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -8273573.000000 Penalty: 5412.836914
	Iteration 25Q: 3 clusters Score -8273573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -8273610.000000 Penalty: 5412.836914
	Iteration 26Q: 3 clusters Score -8273610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -8273627.000000 Penalty: 5412.836914
	Iteration 27Q: 3 clusters Score -8273627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -8273643.500000 Penalty: 5412.836914
	Iteration 28Q: 3 clusters Score -8273644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -8273666.000000 Penalty: 5412.836914
	Iteration 29Q: 3 clusters Score -8273666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -8273689.500000 Penalty: 5412.836914
	Iteration 30Q: 3 clusters Score -8273690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -8273692.500000 Penalty: 5412.836914
	Iteration 31Q: 3 clusters Score -8273692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -8273695.500000 Penalty: 5412.836914
	Iteration 32Q: 3 clusters Score -8273696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -8273724.500000 Penalty: 5412.836914
	Iteration 33Q: 3 clusters Score -8273724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -8273714.000000 Penalty: 5412.836914
	Iteration 34Q: 3 clusters Score -8273714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -8273721.000000 Penalty: 5412.836914
	Iteration 35Q: 3 clusters Score -8273721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -8273718.500000 Penalty: 5412.836914
	Iteration 36Q: 3 clusters Score -8273718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -8273715.500000 Penalty: 5412.836914
	Iteration 37Q: 3 clusters Score -8273716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -8273715.500000 Penalty: 5412.836914
	Iteration 38F: 3 clusters Score -8273716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42138.246094 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42138.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40890.968750 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -40890.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41319.703125 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41319.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41523.878906 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -41523.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41593.824219 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41593.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41611.652344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41611.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41630.648438 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41630.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41636.761719 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41636.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41665.347656 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41665.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41665.347656 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -41665.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -680748.937500 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -680748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -676473.750000 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -676473.8 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -677518.375000 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -677518.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -677826.000000 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -677826 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -678043.125000 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -678043.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -678202.125000 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -678202.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -678350.000000 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -678350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -678483.437500 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -678483.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -678574.562500 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -678574.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -678647.250000 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -678647.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -678701.375000 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -678701.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -678747.875000 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -678747.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -678782.812500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -678782.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -678804.937500 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -678804.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -678824.437500 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -678824.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -678839.562500 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -678839.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -678849.062500 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -678849.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -678858.125000 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -678858.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -678867.500000 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -678867.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -678872.312500 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -678872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -678879.312500 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -678879.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -678887.500000 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -678887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -678893.625000 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -678893.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -678900.375000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -678900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -678904.937500 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -678904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -678911.437500 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -678911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -678917.187500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -678917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -678922.000000 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -678922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -678923.437500 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -678923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -678924.750000 Penalty: 4182.415527
	Iteration 28Q: 3 clusters Score -678924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -678924.625000 Penalty: 4182.415527
	Iteration 29Q: 3 clusters Score -678924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -678926.812500 Penalty: 4182.415527
	Iteration 30Q: 3 clusters Score -678926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -678926.812500 Penalty: 4182.415527
	Iteration 31F: 3 clusters Score -678926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98240.242188 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98240.24 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98638.531250 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98638.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98868.296875 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98868.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99049.164062 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -99049.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99206.210938 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -99206.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99304.523438 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99304.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99373.367188 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99373.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99404.351562 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99404.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99443.289062 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99443.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99496.632812 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99496.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -99564.765625 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99564.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99694.156250 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99694.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99852.164062 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99852.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99973.140625 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99973.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100074.914062 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -100074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100124.914062 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -100124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100165.367188 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -100165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100173.882812 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -100173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100189.445312 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -100189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100198.609375 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -100198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100200.554688 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -100200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100207.718750 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -100207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100207.718750 Penalty: 3282.231934
	Iteration 22F: 3 clusters Score -100207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 104053 members 
Mstep: Class 3 contains 101225 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106272 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94079 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29689 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10838 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 23 contains 59941 members 
Mstep: Class 24 contains 63566 members 
Mstep: Class 25 contains 101389 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 277 members 
Entering Unmasked Estep 
Score: -137799888.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137801216.000000 to -137799888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -1503868.250000 Penalty: 2290.143066
	Iteration 0F: 2 clusters Score -1503868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1496039.000000 Penalty: 4580.286133
	Iteration 0F: 3 clusters Score -1496039 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1498494.250000 Penalty: 4580.286133
	Iteration 1F: 3 clusters Score -1498494 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1499031.875000 Penalty: 4580.286133
	Iteration 2F: 3 clusters Score -1499032 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1499600.500000 Penalty: 4580.286133
	Iteration 3F: 3 clusters Score -1499600 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1500148.375000 Penalty: 4580.286133
	Iteration 4F: 3 clusters Score -1500148 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1500675.500000 Penalty: 4580.286133
	Iteration 5F: 3 clusters Score -1500676 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1501086.000000 Penalty: 4580.286133
	Iteration 6F: 3 clusters Score -1501086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1501395.500000 Penalty: 4580.286133
	Iteration 7Q: 3 clusters Score -1501396 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1501673.250000 Penalty: 4580.286133
	Iteration 8Q: 3 clusters Score -1501673 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1501925.000000 Penalty: 4580.286133
	Iteration 9Q: 3 clusters Score -1501925 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1502127.625000 Penalty: 4580.286133
	Iteration 10Q: 3 clusters Score -1502128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1502276.625000 Penalty: 4580.286133
	Iteration 11Q: 3 clusters Score -1502277 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1502388.750000 Penalty: 4580.286133
	Iteration 12Q: 3 clusters Score -1502389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1502479.375000 Penalty: 4580.286133
	Iteration 13Q: 3 clusters Score -1502479 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1502533.750000 Penalty: 4580.286133
	Iteration 14Q: 3 clusters Score -1502534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1502582.625000 Penalty: 4580.286133
	Iteration 15Q: 3 clusters Score -1502583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1502629.250000 Penalty: 4580.286133
	Iteration 16Q: 3 clusters Score -1502629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1502679.000000 Penalty: 4580.286133
	Iteration 17Q: 3 clusters Score -1502679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1502702.000000 Penalty: 4580.286133
	Iteration 18Q: 3 clusters Score -1502702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1502737.375000 Penalty: 4580.286133
	Iteration 19Q: 3 clusters Score -1502737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1502763.500000 Penalty: 4580.286133
	Iteration 20F: 3 clusters Score -1502764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1502785.000000 Penalty: 4580.286133
	Iteration 21Q: 3 clusters Score -1502785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1502802.000000 Penalty: 4580.286133
	Iteration 22Q: 3 clusters Score -1502802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1502815.250000 Penalty: 4580.286133
	Iteration 23Q: 3 clusters Score -1502815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1502823.750000 Penalty: 4580.286133
	Iteration 24Q: 3 clusters Score -1502824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1502833.875000 Penalty: 4580.286133
	Iteration 25Q: 3 clusters Score -1502834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1502841.000000 Penalty: 4580.286133
	Iteration 26Q: 3 clusters Score -1502841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1502861.375000 Penalty: 4580.286133
	Iteration 27Q: 3 clusters Score -1502861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1502867.500000 Penalty: 4580.286133
	Iteration 28Q: 3 clusters Score -1502868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1502873.500000 Penalty: 4580.286133
	Iteration 29Q: 3 clusters Score -1502874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1502876.500000 Penalty: 4580.286133
	Iteration 30Q: 3 clusters Score -1502876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1502878.125000 Penalty: 4580.286133
	Iteration 31Q: 3 clusters Score -1502878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1502886.125000 Penalty: 4580.286133
	Iteration 32Q: 3 clusters Score -1502886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1502889.125000 Penalty: 4580.286133
	Iteration 33Q: 3 clusters Score -1502889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1502900.125000 Penalty: 4580.286133
	Iteration 34Q: 3 clusters Score -1502900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1502907.625000 Penalty: 4580.286133
	Iteration 35Q: 3 clusters Score -1502908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1502910.250000 Penalty: 4580.286133
	Iteration 36Q: 3 clusters Score -1502910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1502916.000000 Penalty: 4580.286133
	Iteration 37Q: 3 clusters Score -1502916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1502922.500000 Penalty: 4580.286133
	Iteration 38Q: 3 clusters Score -1502922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1502925.875000 Penalty: 4580.286133
	Iteration 39Q: 3 clusters Score -1502926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1502929.000000 Penalty: 4580.286133
	Iteration 40F: 3 clusters Score -1502929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1502932.500000 Penalty: 4580.286133
	Iteration 41Q: 3 clusters Score -1502932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1502933.875000 Penalty: 4580.286133
	Iteration 42Q: 3 clusters Score -1502934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1502937.750000 Penalty: 4580.286133
	Iteration 43Q: 3 clusters Score -1502938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1502938.500000 Penalty: 4580.286133
	Iteration 44Q: 3 clusters Score -1502938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1502936.125000 Penalty: 4580.286133
	Iteration 45Q: 3 clusters Score -1502936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1502939.375000 Penalty: 4580.286133
	Iteration 46Q: 3 clusters Score -1502939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1502939.000000 Penalty: 4580.286133
	Iteration 47Q: 3 clusters Score -1502939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1502940.250000 Penalty: 4580.286133
	Iteration 48Q: 3 clusters Score -1502940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1502940.250000 Penalty: 4580.286133
	Iteration 49F: 3 clusters Score -1502940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Entering Unmasked Estep 
Score: -16349579.000000 Penalty: 2870.291748
	Iteration 0F: 2 clusters Score -1.634958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -16279568.000000 Penalty: 5740.583496
	Iteration 0F: 3 clusters Score -1.627957e+07 nChanged 50356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -16308243.000000 Penalty: 5740.583496
	Iteration 1F: 3 clusters Score -1.630824e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -16309810.000000 Penalty: 5740.583496
	Iteration 2Q: 3 clusters Score -1.630981e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -16312351.000000 Penalty: 5740.583496
	Iteration 3F: 3 clusters Score -1.631235e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -16316869.000000 Penalty: 5740.583496
	Iteration 4F: 3 clusters Score -1.631687e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -16324174.000000 Penalty: 5740.583496
	Iteration 5F: 3 clusters Score -1.632417e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -16332493.000000 Penalty: 5740.583496
	Iteration 6F: 3 clusters Score -1.633249e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -16339831.000000 Penalty: 5740.583496
	Iteration 7F: 3 clusters Score -1.633983e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -16343916.000000 Penalty: 5740.583496
	Iteration 8Q: 3 clusters Score -1.634392e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -16345796.000000 Penalty: 5740.583496
	Iteration 9Q: 3 clusters Score -1.63458e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -16346505.000000 Penalty: 5740.583496
	Iteration 10Q: 3 clusters Score -1.63465e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -16346875.000000 Penalty: 5740.583496
	Iteration 11Q: 3 clusters Score -1.634688e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -16347065.000000 Penalty: 5740.583496
	Iteration 12Q: 3 clusters Score -1.634706e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -16347227.000000 Penalty: 5740.583496
	Iteration 13Q: 3 clusters Score -1.634723e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -16347292.000000 Penalty: 5740.583496
	Iteration 14Q: 3 clusters Score -1.634729e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -16347408.000000 Penalty: 5740.583496
	Iteration 15Q: 3 clusters Score -1.634741e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -16347552.000000 Penalty: 5740.583496
	Iteration 16Q: 3 clusters Score -1.634755e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -16347617.000000 Penalty: 5740.583496
	Iteration 17Q: 3 clusters Score -1.634762e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -16347683.000000 Penalty: 5740.583496
	Iteration 18Q: 3 clusters Score -1.634768e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -16347732.000000 Penalty: 5740.583496
	Iteration 19Q: 3 clusters Score -1.634773e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -16347705.000000 Penalty: 5740.583496
	Iteration 20F: 3 clusters Score -1.63477e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -16347727.000000 Penalty: 5740.583496
	Iteration 21Q: 3 clusters Score -1.634773e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -16347757.000000 Penalty: 5740.583496
	Iteration 22Q: 3 clusters Score -1.634776e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -16347763.000000 Penalty: 5740.583496
	Iteration 23Q: 3 clusters Score -1.634776e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -16347778.000000 Penalty: 5740.583496
	Iteration 24Q: 3 clusters Score -1.634778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -16347801.000000 Penalty: 5740.583496
	Iteration 25Q: 3 clusters Score -1.63478e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -16347820.000000 Penalty: 5740.583496
	Iteration 26Q: 3 clusters Score -1.634782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -16347824.000000 Penalty: 5740.583496
	Iteration 27Q: 3 clusters Score -1.634782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -16347814.000000 Penalty: 5740.583496
	Iteration 28Q: 3 clusters Score -1.634781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -16347814.000000 Penalty: 5740.583496
	Iteration 29Q: 3 clusters Score -1.634781e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -16347818.000000 Penalty: 5740.583496
	Iteration 30Q: 3 clusters Score -1.634782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -16347827.000000 Penalty: 5740.583496
	Iteration 31Q: 3 clusters Score -1.634783e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 104581 members 
Entering Unmasked Estep 
Score: -16347836.000000 Penalty: 5740.583496
	Iteration 32Q: 3 clusters Score -1.634784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -16347842.000000 Penalty: 5740.583496
	Iteration 33Q: 3 clusters Score -1.634784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -16347851.000000 Penalty: 5740.583496
	Iteration 34Q: 3 clusters Score -1.634785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -16347859.000000 Penalty: 5740.583496
	Iteration 35Q: 3 clusters Score -1.634786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -16347874.000000 Penalty: 5740.583496
	Iteration 36Q: 3 clusters Score -1.634787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -16347858.000000 Penalty: 5740.583496
	Iteration 37Q: 3 clusters Score -1.634786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -16347869.000000 Penalty: 5740.583496
	Iteration 38Q: 3 clusters Score -1.634787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -16347860.000000 Penalty: 5740.583496
	Iteration 39Q: 3 clusters Score -1.634786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -16347879.000000 Penalty: 5740.583496
	Iteration 40F: 3 clusters Score -1.634788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -16347877.000000 Penalty: 5740.583496
	Iteration 41Q: 3 clusters Score -1.634788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -16347874.000000 Penalty: 5740.583496
	Iteration 42Q: 3 clusters Score -1.634787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -16347875.000000 Penalty: 5740.583496
	Iteration 43Q: 3 clusters Score -1.634788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -16347860.000000 Penalty: 5740.583496
	Iteration 44Q: 3 clusters Score -1.634786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -16347865.000000 Penalty: 5740.583496
	Iteration 45Q: 3 clusters Score -1.634786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -16347850.000000 Penalty: 5740.583496
	Iteration 46Q: 3 clusters Score -1.634785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -16347844.000000 Penalty: 5740.583496
	Iteration 47Q: 3 clusters Score -1.634784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -16347838.000000 Penalty: 5740.583496
	Iteration 48Q: 3 clusters Score -1.634784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -16347839.000000 Penalty: 5740.583496
	Iteration 49Q: 3 clusters Score -1.634784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -16347839.000000 Penalty: 5740.583496
	Iteration 50Q: 3 clusters Score -1.634784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -16347837.000000 Penalty: 5740.583496
	Iteration 51Q: 3 clusters Score -1.634784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -16347844.000000 Penalty: 5740.583496
	Iteration 52Q: 3 clusters Score -1.634784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -16347846.000000 Penalty: 5740.583496
	Iteration 53Q: 3 clusters Score -1.634785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -16347846.000000 Penalty: 5740.583496
	Iteration 54F: 3 clusters Score -1.634785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85265.148438 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85265.15 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85857.960938 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -85857.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86074.781250 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86074.78 nChanged 45
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: -86210.851562 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86210.85 nChanged 25
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: -86305.390625 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -86305.39 nChanged 19
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: -86398.359375 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -86398.36 nChanged 9
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: -86422.570312 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -86422.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86433.414062 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -86433.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86438.656250 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -86438.66 nChanged 2
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: -86447.109375 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -86447.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86450.539062 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -86450.54 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: -86452.398438 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -86452.4 nChanged 1
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: -86454.460938 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -86454.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86455.328125 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -86455.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86455.765625 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -86455.77 nChanged 1
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: -86457.750000 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -86457.75 nChanged 1
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: -86461.140625 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -86461.14 nChanged 2
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: -86465.703125 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -86465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86467.398438 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -86467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86467.398438 Penalty: 3234.228271
	Iteration 19F: 3 clusters Score -86467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Entering Unmasked Estep 
Score: -14521423.000000 Penalty: 2840.068604
	Iteration 0F: 2 clusters Score -1.452142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -14459342.000000 Penalty: 5680.137207
	Iteration 0F: 3 clusters Score -1.445934e+07 nChanged 44428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -14484447.000000 Penalty: 5680.137207
	Iteration 1F: 3 clusters Score -1.448445e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -14485397.000000 Penalty: 5680.137207
	Iteration 2Q: 3 clusters Score -1.44854e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -14486470.000000 Penalty: 5680.137207
	Iteration 3Q: 3 clusters Score -1.448647e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -14487882.000000 Penalty: 5680.137207
	Iteration 4Q: 3 clusters Score -1.448788e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -14489733.000000 Penalty: 5680.137207
	Iteration 5Q: 3 clusters Score -1.448973e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -14492136.000000 Penalty: 5680.137207
	Iteration 6Q: 3 clusters Score -1.449214e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -14495213.000000 Penalty: 5680.137207
	Iteration 7F: 3 clusters Score -1.449521e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -14498807.000000 Penalty: 5680.137207
	Iteration 8F: 3 clusters Score -1.449881e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -14502371.000000 Penalty: 5680.137207
	Iteration 9F: 3 clusters Score -1.450237e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -14505177.000000 Penalty: 5680.137207
	Iteration 10F: 3 clusters Score -1.450518e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -14506951.000000 Penalty: 5680.137207
	Iteration 11Q: 3 clusters Score -1.450695e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -14507946.000000 Penalty: 5680.137207
	Iteration 12Q: 3 clusters Score -1.450795e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -14508517.000000 Penalty: 5680.137207
	Iteration 13Q: 3 clusters Score -1.450852e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -14508994.000000 Penalty: 5680.137207
	Iteration 14Q: 3 clusters Score -1.450899e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -14509374.000000 Penalty: 5680.137207
	Iteration 15Q: 3 clusters Score -1.450937e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -14509796.000000 Penalty: 5680.137207
	Iteration 16Q: 3 clusters Score -1.45098e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -14510250.000000 Penalty: 5680.137207
	Iteration 17Q: 3 clusters Score -1.451025e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -14510760.000000 Penalty: 5680.137207
	Iteration 18Q: 3 clusters Score -1.451076e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -14511183.000000 Penalty: 5680.137207
	Iteration 19Q: 3 clusters Score -1.451118e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -14511597.000000 Penalty: 5680.137207
	Iteration 20F: 3 clusters Score -1.45116e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -14512101.000000 Penalty: 5680.137207
	Iteration 21Q: 3 clusters Score -1.45121e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -14512612.000000 Penalty: 5680.137207
	Iteration 22Q: 3 clusters Score -1.451261e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -14513201.000000 Penalty: 5680.137207
	Iteration 23Q: 3 clusters Score -1.45132e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -14513746.000000 Penalty: 5680.137207
	Iteration 24Q: 3 clusters Score -1.451375e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -14514268.000000 Penalty: 5680.137207
	Iteration 25Q: 3 clusters Score -1.451427e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -14514795.000000 Penalty: 5680.137207
	Iteration 26Q: 3 clusters Score -1.45148e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -14515289.000000 Penalty: 5680.137207
	Iteration 27Q: 3 clusters Score -1.451529e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -14515815.000000 Penalty: 5680.137207
	Iteration 28Q: 3 clusters Score -1.451582e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -14516346.000000 Penalty: 5680.137207
	Iteration 29Q: 3 clusters Score -1.451635e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -14516765.000000 Penalty: 5680.137207
	Iteration 30Q: 3 clusters Score -1.451676e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -14517140.000000 Penalty: 5680.137207
	Iteration 31Q: 3 clusters Score -1.451714e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -14517418.000000 Penalty: 5680.137207
	Iteration 32Q: 3 clusters Score -1.451742e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -14517732.000000 Penalty: 5680.137207
	Iteration 33Q: 3 clusters Score -1.451773e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -14517964.000000 Penalty: 5680.137207
	Iteration 34Q: 3 clusters Score -1.451796e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -14518152.000000 Penalty: 5680.137207
	Iteration 35Q: 3 clusters Score -1.451815e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14518272.000000 Penalty: 5680.137207
	Iteration 36Q: 3 clusters Score -1.451827e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -14518400.000000 Penalty: 5680.137207
	Iteration 37Q: 3 clusters Score -1.45184e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14518480.000000 Penalty: 5680.137207
	Iteration 38Q: 3 clusters Score -1.451848e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -14518588.000000 Penalty: 5680.137207
	Iteration 39Q: 3 clusters Score -1.451859e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14518704.000000 Penalty: 5680.137207
	Iteration 40F: 3 clusters Score -1.45187e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -14518742.000000 Penalty: 5680.137207
	Iteration 41Q: 3 clusters Score -1.451874e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -14518798.000000 Penalty: 5680.137207
	Iteration 42Q: 3 clusters Score -1.45188e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14518827.000000 Penalty: 5680.137207
	Iteration 43Q: 3 clusters Score -1.451883e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14518836.000000 Penalty: 5680.137207
	Iteration 44Q: 3 clusters Score -1.451884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14518870.000000 Penalty: 5680.137207
	Iteration 45Q: 3 clusters Score -1.451887e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14518899.000000 Penalty: 5680.137207
	Iteration 46Q: 3 clusters Score -1.45189e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14518910.000000 Penalty: 5680.137207
	Iteration 47Q: 3 clusters Score -1.451891e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14518937.000000 Penalty: 5680.137207
	Iteration 48Q: 3 clusters Score -1.451894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14518953.000000 Penalty: 5680.137207
	Iteration 49Q: 3 clusters Score -1.451895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14518951.000000 Penalty: 5680.137207
	Iteration 50Q: 3 clusters Score -1.451895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14518960.000000 Penalty: 5680.137207
	Iteration 51Q: 3 clusters Score -1.451896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14518955.000000 Penalty: 5680.137207
	Iteration 52Q: 3 clusters Score -1.451896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14518963.000000 Penalty: 5680.137207
	Iteration 53Q: 3 clusters Score -1.451896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14518989.000000 Penalty: 5680.137207
	Iteration 54Q: 3 clusters Score -1.451899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14518993.000000 Penalty: 5680.137207
	Iteration 55Q: 3 clusters Score -1.451899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14519005.000000 Penalty: 5680.137207
	Iteration 56Q: 3 clusters Score -1.4519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14519017.000000 Penalty: 5680.137207
	Iteration 57Q: 3 clusters Score -1.451902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14519029.000000 Penalty: 5680.137207
	Iteration 58Q: 3 clusters Score -1.451903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14519031.000000 Penalty: 5680.137207
	Iteration 59Q: 3 clusters Score -1.451903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14519047.000000 Penalty: 5680.137207
	Iteration 60F: 3 clusters Score -1.451905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14519039.000000 Penalty: 5680.137207
	Iteration 61Q: 3 clusters Score -1.451904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14519052.000000 Penalty: 5680.137207
	Iteration 62Q: 3 clusters Score -1.451905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14519051.000000 Penalty: 5680.137207
	Iteration 63Q: 3 clusters Score -1.451905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14519070.000000 Penalty: 5680.137207
	Iteration 64Q: 3 clusters Score -1.451907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14519087.000000 Penalty: 5680.137207
	Iteration 65Q: 3 clusters Score -1.451909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14519087.000000 Penalty: 5680.137207
	Iteration 66Q: 3 clusters Score -1.451909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14519088.000000 Penalty: 5680.137207
	Iteration 67Q: 3 clusters Score -1.451909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14519097.000000 Penalty: 5680.137207
	Iteration 68Q: 3 clusters Score -1.45191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14519096.000000 Penalty: 5680.137207
	Iteration 69Q: 3 clusters Score -1.45191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14519096.000000 Penalty: 5680.137207
	Iteration 70F: 3 clusters Score -1.45191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Entering Unmasked Estep 
Score: -2969282.000000 Penalty: 2451.395996
	Iteration 0F: 2 clusters Score -2969282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2955385.250000 Penalty: 4902.791992
	Iteration 0F: 3 clusters Score -2955385 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2960128.500000 Penalty: 4902.791992
	Iteration 1F: 3 clusters Score -2960128 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2960563.500000 Penalty: 4902.791992
	Iteration 2F: 3 clusters Score -2960564 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2960966.750000 Penalty: 4902.791992
	Iteration 3Q: 3 clusters Score -2960967 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2961395.750000 Penalty: 4902.791992
	Iteration 4Q: 3 clusters Score -2961396 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2961885.500000 Penalty: 4902.791992
	Iteration 5Q: 3 clusters Score -2961886 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2962515.500000 Penalty: 4902.791992
	Iteration 6Q: 3 clusters Score -2962516 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2963287.250000 Penalty: 4902.791992
	Iteration 7F: 3 clusters Score -2963287 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2964076.500000 Penalty: 4902.791992
	Iteration 8F: 3 clusters Score -2964076 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2964803.250000 Penalty: 4902.791992
	Iteration 9F: 3 clusters Score -2964803 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2965368.000000 Penalty: 4902.791992
	Iteration 10F: 3 clusters Score -2965368 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2965691.500000 Penalty: 4902.791992
	Iteration 11Q: 3 clusters Score -2965692 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2965921.250000 Penalty: 4902.791992
	Iteration 12Q: 3 clusters Score -2965921 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2966054.250000 Penalty: 4902.791992
	Iteration 13Q: 3 clusters Score -2966054 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2966153.000000 Penalty: 4902.791992
	Iteration 14Q: 3 clusters Score -2966153 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2966233.000000 Penalty: 4902.791992
	Iteration 15Q: 3 clusters Score -2966233 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2966291.000000 Penalty: 4902.791992
	Iteration 16Q: 3 clusters Score -2966291 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2966343.250000 Penalty: 4902.791992
	Iteration 17Q: 3 clusters Score -2966343 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2966402.250000 Penalty: 4902.791992
	Iteration 18Q: 3 clusters Score -2966402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2966485.250000 Penalty: 4902.791992
	Iteration 19Q: 3 clusters Score -2966485 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2966560.000000 Penalty: 4902.791992
	Iteration 20F: 3 clusters Score -2966560 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2966661.000000 Penalty: 4902.791992
	Iteration 21Q: 3 clusters Score -2966661 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2966746.750000 Penalty: 4902.791992
	Iteration 22Q: 3 clusters Score -2966747 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2966819.500000 Penalty: 4902.791992
	Iteration 23Q: 3 clusters Score -2966820 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2966897.000000 Penalty: 4902.791992
	Iteration 24Q: 3 clusters Score -2966897 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2966965.500000 Penalty: 4902.791992
	Iteration 25Q: 3 clusters Score -2966966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2967038.250000 Penalty: 4902.791992
	Iteration 26Q: 3 clusters Score -2967038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2967114.250000 Penalty: 4902.791992
	Iteration 27Q: 3 clusters Score -2967114 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2967182.000000 Penalty: 4902.791992
	Iteration 28Q: 3 clusters Score -2967182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2967242.250000 Penalty: 4902.791992
	Iteration 29Q: 3 clusters Score -2967242 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2967301.750000 Penalty: 4902.791992
	Iteration 30Q: 3 clusters Score -2967302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2967353.500000 Penalty: 4902.791992
	Iteration 31Q: 3 clusters Score -2967354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2967397.500000 Penalty: 4902.791992
	Iteration 32Q: 3 clusters Score -2967398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2967442.250000 Penalty: 4902.791992
	Iteration 33Q: 3 clusters Score -2967442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2967495.250000 Penalty: 4902.791992
	Iteration 34Q: 3 clusters Score -2967495 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2967508.000000 Penalty: 4902.791992
	Iteration 35Q: 3 clusters Score -2967508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2967531.750000 Penalty: 4902.791992
	Iteration 36Q: 3 clusters Score -2967532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2967557.250000 Penalty: 4902.791992
	Iteration 37Q: 3 clusters Score -2967557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2967586.500000 Penalty: 4902.791992
	Iteration 38Q: 3 clusters Score -2967586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2967621.750000 Penalty: 4902.791992
	Iteration 39Q: 3 clusters Score -2967622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2967642.000000 Penalty: 4902.791992
	Iteration 40F: 3 clusters Score -2967642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2967673.250000 Penalty: 4902.791992
	Iteration 41Q: 3 clusters Score -2967673 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2967691.250000 Penalty: 4902.791992
	Iteration 42Q: 3 clusters Score -2967691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2967711.000000 Penalty: 4902.791992
	Iteration 43Q: 3 clusters Score -2967711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2967729.500000 Penalty: 4902.791992
	Iteration 44Q: 3 clusters Score -2967730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2967735.500000 Penalty: 4902.791992
	Iteration 45Q: 3 clusters Score -2967736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2967758.750000 Penalty: 4902.791992
	Iteration 46Q: 3 clusters Score -2967759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2967765.000000 Penalty: 4902.791992
	Iteration 47Q: 3 clusters Score -2967765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2967770.000000 Penalty: 4902.791992
	Iteration 48Q: 3 clusters Score -2967770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2967779.000000 Penalty: 4902.791992
	Iteration 49Q: 3 clusters Score -2967779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2967776.750000 Penalty: 4902.791992
	Iteration 50Q: 3 clusters Score -2967777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2967788.750000 Penalty: 4902.791992
	Iteration 51Q: 3 clusters Score -2967789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2967797.250000 Penalty: 4902.791992
	Iteration 52Q: 3 clusters Score -2967797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2967799.750000 Penalty: 4902.791992
	Iteration 53Q: 3 clusters Score -2967800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2967802.250000 Penalty: 4902.791992
	Iteration 54Q: 3 clusters Score -2967802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2967811.000000 Penalty: 4902.791992
	Iteration 55Q: 3 clusters Score -2967811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2967810.750000 Penalty: 4902.791992
	Iteration 56Q: 3 clusters Score -2967811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2967817.500000 Penalty: 4902.791992
	Iteration 57Q: 3 clusters Score -2967818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2967815.500000 Penalty: 4902.791992
	Iteration 58Q: 3 clusters Score -2967816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2967815.750000 Penalty: 4902.791992
	Iteration 59Q: 3 clusters Score -2967816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2967825.500000 Penalty: 4902.791992
	Iteration 60F: 3 clusters Score -2967826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2967822.500000 Penalty: 4902.791992
	Iteration 61Q: 3 clusters Score -2967822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2967825.750000 Penalty: 4902.791992
	Iteration 62Q: 3 clusters Score -2967826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2967831.750000 Penalty: 4902.791992
	Iteration 63Q: 3 clusters Score -2967832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2967829.500000 Penalty: 4902.791992
	Iteration 64Q: 3 clusters Score -2967830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2967827.250000 Penalty: 4902.791992
	Iteration 65Q: 3 clusters Score -2967827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2967825.750000 Penalty: 4902.791992
	Iteration 66Q: 3 clusters Score -2967826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2967828.250000 Penalty: 4902.791992
	Iteration 67Q: 3 clusters Score -2967828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2967827.500000 Penalty: 4902.791992
	Iteration 68Q: 3 clusters Score -2967828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2967831.000000 Penalty: 4902.791992
	Iteration 69Q: 3 clusters Score -2967831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2967827.500000 Penalty: 4902.791992
	Iteration 70Q: 3 clusters Score -2967828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2967827.750000 Penalty: 4902.791992
	Iteration 71Q: 3 clusters Score -2967828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2967821.500000 Penalty: 4902.791992
	Iteration 72Q: 3 clusters Score -2967822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2967825.500000 Penalty: 4902.791992
	Iteration 73Q: 3 clusters Score -2967826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2967826.750000 Penalty: 4902.791992
	Iteration 74Q: 3 clusters Score -2967827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2967826.000000 Penalty: 4902.791992
	Iteration 75Q: 3 clusters Score -2967826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2967828.500000 Penalty: 4902.791992
	Iteration 76Q: 3 clusters Score -2967828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2967839.250000 Penalty: 4902.791992
	Iteration 77Q: 3 clusters Score -2967839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2967842.000000 Penalty: 4902.791992
	Iteration 78Q: 3 clusters Score -2967842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2967843.250000 Penalty: 4902.791992
	Iteration 79Q: 3 clusters Score -2967843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2967847.250000 Penalty: 4902.791992
	Iteration 80F: 3 clusters Score -2967847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2967851.250000 Penalty: 4902.791992
	Iteration 81Q: 3 clusters Score -2967851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2967847.250000 Penalty: 4902.791992
	Iteration 82Q: 3 clusters Score -2967847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2967848.000000 Penalty: 4902.791992
	Iteration 83Q: 3 clusters Score -2967848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2967847.500000 Penalty: 4902.791992
	Iteration 84Q: 3 clusters Score -2967848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2967852.000000 Penalty: 4902.791992
	Iteration 85Q: 3 clusters Score -2967852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2967853.250000 Penalty: 4902.791992
	Iteration 86Q: 3 clusters Score -2967853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2967854.000000 Penalty: 4902.791992
	Iteration 87Q: 3 clusters Score -2967854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2967857.500000 Penalty: 4902.791992
	Iteration 88Q: 3 clusters Score -2967858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2967857.750000 Penalty: 4902.791992
	Iteration 89Q: 3 clusters Score -2967858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2967860.750000 Penalty: 4902.791992
	Iteration 90Q: 3 clusters Score -2967861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2967856.250000 Penalty: 4902.791992
	Iteration 91Q: 3 clusters Score -2967856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2967860.500000 Penalty: 4902.791992
	Iteration 92Q: 3 clusters Score -2967860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2967857.000000 Penalty: 4902.791992
	Iteration 93Q: 3 clusters Score -2967857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2967858.750000 Penalty: 4902.791992
	Iteration 94Q: 3 clusters Score -2967859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2967859.000000 Penalty: 4902.791992
	Iteration 95Q: 3 clusters Score -2967859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2967859.000000 Penalty: 4902.791992
	Iteration 96F: 3 clusters Score -2967859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -55320.871094 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -55320.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53970.007812 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -53970.01 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54171.093750 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -54171.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54216.996094 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -54217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54232.210938 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -54232.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54259.082031 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -54259.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54272.867188 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -54272.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54289.851562 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -54289.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54307.867188 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -54307.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54332.859375 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -54332.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54390.496094 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -54390.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54506.699219 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -54506.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -54563.210938 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -54563.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -54643.632812 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -54643.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -54735.382812 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -54735.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -54824.910156 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -54824.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -54870.386719 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -54870.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54876.144531 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -54876.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54880.121094 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -54880.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -54977.617188 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -54977.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -54981.957031 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -54981.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -54981.957031 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -54981.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Entering Unmasked Estep 
Score: -4322703.500000 Penalty: 2554.035889
	Iteration 0F: 2 clusters Score -4322704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4302451.500000 Penalty: 5108.071777
	Iteration 0F: 3 clusters Score -4302452 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4309466.000000 Penalty: 5108.071777
	Iteration 1F: 3 clusters Score -4309466 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4309890.000000 Penalty: 5108.071777
	Iteration 2Q: 3 clusters Score -4309890 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4310205.000000 Penalty: 5108.071777
	Iteration 3Q: 3 clusters Score -4310205 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4310474.000000 Penalty: 5108.071777
	Iteration 4Q: 3 clusters Score -4310474 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4310724.500000 Penalty: 5108.071777
	Iteration 5Q: 3 clusters Score -4310724 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4310972.000000 Penalty: 5108.071777
	Iteration 6Q: 3 clusters Score -4310972 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4311277.000000 Penalty: 5108.071777
	Iteration 7Q: 3 clusters Score -4311277 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4311615.500000 Penalty: 5108.071777
	Iteration 8Q: 3 clusters Score -4311616 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4312032.000000 Penalty: 5108.071777
	Iteration 9Q: 3 clusters Score -4312032 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4312442.500000 Penalty: 5108.071777
	Iteration 10Q: 3 clusters Score -4312442 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4312928.000000 Penalty: 5108.071777
	Iteration 11Q: 3 clusters Score -4312928 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -4313542.500000 Penalty: 5108.071777
	Iteration 12Q: 3 clusters Score -4313542 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4314289.000000 Penalty: 5108.071777
	Iteration 13Q: 3 clusters Score -4314289 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4315134.500000 Penalty: 5108.071777
	Iteration 14Q: 3 clusters Score -4315134 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4316166.500000 Penalty: 5108.071777
	Iteration 15Q: 3 clusters Score -4316166 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4317227.500000 Penalty: 5108.071777
	Iteration 16Q: 3 clusters Score -4317228 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4318191.500000 Penalty: 5108.071777
	Iteration 17Q: 3 clusters Score -4318192 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4318995.500000 Penalty: 5108.071777
	Iteration 18Q: 3 clusters Score -4318996 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4319499.500000 Penalty: 5108.071777
	Iteration 19Q: 3 clusters Score -4319500 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4319836.500000 Penalty: 5108.071777
	Iteration 20F: 3 clusters Score -4319836 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4320063.000000 Penalty: 5108.071777
	Iteration 21Q: 3 clusters Score -4320063 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4320198.500000 Penalty: 5108.071777
	Iteration 22Q: 3 clusters Score -4320198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4320271.500000 Penalty: 5108.071777
	Iteration 23Q: 3 clusters Score -4320272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4320339.500000 Penalty: 5108.071777
	Iteration 24Q: 3 clusters Score -4320340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4320387.000000 Penalty: 5108.071777
	Iteration 25Q: 3 clusters Score -4320387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4320428.500000 Penalty: 5108.071777
	Iteration 26Q: 3 clusters Score -4320428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4320458.000000 Penalty: 5108.071777
	Iteration 27Q: 3 clusters Score -4320458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4320485.500000 Penalty: 5108.071777
	Iteration 28Q: 3 clusters Score -4320486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4320496.500000 Penalty: 5108.071777
	Iteration 29Q: 3 clusters Score -4320496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4320506.000000 Penalty: 5108.071777
	Iteration 30Q: 3 clusters Score -4320506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4320518.500000 Penalty: 5108.071777
	Iteration 31Q: 3 clusters Score -4320518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4320522.000000 Penalty: 5108.071777
	Iteration 32Q: 3 clusters Score -4320522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4320530.000000 Penalty: 5108.071777
	Iteration 33Q: 3 clusters Score -4320530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4320541.500000 Penalty: 5108.071777
	Iteration 34Q: 3 clusters Score -4320542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4320546.500000 Penalty: 5108.071777
	Iteration 35Q: 3 clusters Score -4320546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4320557.500000 Penalty: 5108.071777
	Iteration 36Q: 3 clusters Score -4320558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4320563.000000 Penalty: 5108.071777
	Iteration 37Q: 3 clusters Score -4320563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4320564.500000 Penalty: 5108.071777
	Iteration 38Q: 3 clusters Score -4320564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4320569.500000 Penalty: 5108.071777
	Iteration 39Q: 3 clusters Score -4320570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4320570.500000 Penalty: 5108.071777
	Iteration 40F: 3 clusters Score -4320570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4320573.000000 Penalty: 5108.071777
	Iteration 41Q: 3 clusters Score -4320573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4320577.000000 Penalty: 5108.071777
	Iteration 42Q: 3 clusters Score -4320577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4320574.500000 Penalty: 5108.071777
	Iteration 43Q: 3 clusters Score -4320574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4320579.500000 Penalty: 5108.071777
	Iteration 44Q: 3 clusters Score -4320580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4320579.000000 Penalty: 5108.071777
	Iteration 45Q: 3 clusters Score -4320579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4320578.500000 Penalty: 5108.071777
	Iteration 46Q: 3 clusters Score -4320578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4320578.000000 Penalty: 5108.071777
	Iteration 47Q: 3 clusters Score -4320578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4320582.500000 Penalty: 5108.071777
	Iteration 48Q: 3 clusters Score -4320582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4320591.000000 Penalty: 5108.071777
	Iteration 49Q: 3 clusters Score -4320591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4320591.500000 Penalty: 5108.071777
	Iteration 50Q: 3 clusters Score -4320592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4320597.000000 Penalty: 5108.071777
	Iteration 51Q: 3 clusters Score -4320597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4320602.500000 Penalty: 5108.071777
	Iteration 52Q: 3 clusters Score -4320602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4320609.000000 Penalty: 5108.071777
	Iteration 53Q: 3 clusters Score -4320609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4320607.000000 Penalty: 5108.071777
	Iteration 54Q: 3 clusters Score -4320607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4320607.500000 Penalty: 5108.071777
	Iteration 55Q: 3 clusters Score -4320608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4320610.000000 Penalty: 5108.071777
	Iteration 56Q: 3 clusters Score -4320610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4320618.500000 Penalty: 5108.071777
	Iteration 57Q: 3 clusters Score -4320618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4320616.000000 Penalty: 5108.071777
	Iteration 58Q: 3 clusters Score -4320616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4320617.000000 Penalty: 5108.071777
	Iteration 59Q: 3 clusters Score -4320617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4320615.500000 Penalty: 5108.071777
	Iteration 60F: 3 clusters Score -4320616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4320616.500000 Penalty: 5108.071777
	Iteration 61Q: 3 clusters Score -4320616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4320621.500000 Penalty: 5108.071777
	Iteration 62Q: 3 clusters Score -4320622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4320615.500000 Penalty: 5108.071777
	Iteration 63Q: 3 clusters Score -4320616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4320615.500000 Penalty: 5108.071777
	Iteration 64F: 3 clusters Score -4320616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -463918.218750 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -463918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -460487.906250 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -460487.9 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -461294.531250 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -461294.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -461524.312500 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -461524.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -461712.562500 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -461712.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -461914.031250 Penalty: 4028.990479
	Iteration 4F: 3 clusters Score -461914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -462177.468750 Penalty: 4028.990479
	Iteration 5F: 3 clusters Score -462177.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -462564.218750 Penalty: 4028.990479
	Iteration 6F: 3 clusters Score -462564.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -462875.750000 Penalty: 4028.990479
	Iteration 7F: 3 clusters Score -462875.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -463092.875000 Penalty: 4028.990479
	Iteration 8F: 3 clusters Score -463092.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -463244.812500 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -463244.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -463299.031250 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -463299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -463326.406250 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -463326.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -463336.437500 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -463336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -463342.750000 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -463342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -463345.968750 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -463346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -463345.781250 Penalty: 4028.990479
	Iteration 15Q: 3 clusters Score -463345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -463346.375000 Penalty: 4028.990479
	Iteration 16Q: 3 clusters Score -463346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -463347.187500 Penalty: 4028.990479
	Iteration 17Q: 3 clusters Score -463347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -463347.531250 Penalty: 4028.990479
	Iteration 18Q: 3 clusters Score -463347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -463347.531250 Penalty: 4028.990479
	Iteration 19F: 3 clusters Score -463347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1682097.375000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1682097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1673863.625000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1673864 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1676278.500000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1676278 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1676599.375000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1676599 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1676821.625000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1676822 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1676984.375000 Penalty: 4608.243652
	Iteration 4Q: 3 clusters Score -1676984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1677128.625000 Penalty: 4608.243652
	Iteration 5Q: 3 clusters Score -1677129 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1677268.625000 Penalty: 4608.243652
	Iteration 6Q: 3 clusters Score -1677269 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1677418.875000 Penalty: 4608.243652
	Iteration 7Q: 3 clusters Score -1677419 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1677571.000000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1677571 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1677750.000000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1677750 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1677963.875000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1677964 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1678215.375000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1678215 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1678493.375000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1678493 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1678817.750000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1678818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1679158.375000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1679158 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1679463.750000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1679464 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1679688.375000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1679688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1679846.125000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1679846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1679978.625000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1679979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1680074.750000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1680075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1680140.000000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1680140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1680168.000000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1680168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1680191.750000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1680192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1680200.750000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1680201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1680215.250000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1680215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1680217.000000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1680217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1680220.375000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1680220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1680220.750000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1680221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1680220.750000 Penalty: 4608.243652
	Iteration 28F: 3 clusters Score -1680221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Entering Unmasked Estep 
Score: -6476702.000000 Penalty: 2638.661865
	Iteration 0F: 2 clusters Score -6476702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -6448437.500000 Penalty: 5277.323730
	Iteration 0F: 3 clusters Score -6448438 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6459111.500000 Penalty: 5277.323730
	Iteration 1F: 3 clusters Score -6459112 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6459840.500000 Penalty: 5277.323730
	Iteration 2Q: 3 clusters Score -6459840 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -6460605.000000 Penalty: 5277.323730
	Iteration 3Q: 3 clusters Score -6460605 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6461450.000000 Penalty: 5277.323730
	Iteration 4Q: 3 clusters Score -6461450 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6462502.000000 Penalty: 5277.323730
	Iteration 5Q: 3 clusters Score -6462502 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6463913.000000 Penalty: 5277.323730
	Iteration 6F: 3 clusters Score -6463913 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6465766.500000 Penalty: 5277.323730
	Iteration 7F: 3 clusters Score -6465766 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -6467755.500000 Penalty: 5277.323730
	Iteration 8F: 3 clusters Score -6467756 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6469254.000000 Penalty: 5277.323730
	Iteration 9F: 3 clusters Score -6469254 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6469910.500000 Penalty: 5277.323730
	Iteration 10Q: 3 clusters Score -6469910 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6470211.500000 Penalty: 5277.323730
	Iteration 11Q: 3 clusters Score -6470212 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -6470334.000000 Penalty: 5277.323730
	Iteration 12Q: 3 clusters Score -6470334 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6470422.500000 Penalty: 5277.323730
	Iteration 13Q: 3 clusters Score -6470422 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -6470536.500000 Penalty: 5277.323730
	Iteration 14Q: 3 clusters Score -6470536 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -6470587.000000 Penalty: 5277.323730
	Iteration 15Q: 3 clusters Score -6470587 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -6470625.500000 Penalty: 5277.323730
	Iteration 16Q: 3 clusters Score -6470626 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6470695.500000 Penalty: 5277.323730
	Iteration 17Q: 3 clusters Score -6470696 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -6470738.500000 Penalty: 5277.323730
	Iteration 18Q: 3 clusters Score -6470738 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -6470757.000000 Penalty: 5277.323730
	Iteration 19Q: 3 clusters Score -6470757 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6470824.500000 Penalty: 5277.323730
	Iteration 20F: 3 clusters Score -6470824 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6470824.500000 Penalty: 5277.323730
	Iteration 21Q: 3 clusters Score -6470824 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -6470875.500000 Penalty: 5277.323730
	Iteration 22Q: 3 clusters Score -6470876 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -6470894.500000 Penalty: 5277.323730
	Iteration 23Q: 3 clusters Score -6470894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6470939.000000 Penalty: 5277.323730
	Iteration 24Q: 3 clusters Score -6470939 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6470972.000000 Penalty: 5277.323730
	Iteration 25Q: 3 clusters Score -6470972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6471010.000000 Penalty: 5277.323730
	Iteration 26Q: 3 clusters Score -6471010 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6471053.000000 Penalty: 5277.323730
	Iteration 27Q: 3 clusters Score -6471053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6471055.500000 Penalty: 5277.323730
	Iteration 28Q: 3 clusters Score -6471056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6471082.000000 Penalty: 5277.323730
	Iteration 29Q: 3 clusters Score -6471082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -6471095.500000 Penalty: 5277.323730
	Iteration 30Q: 3 clusters Score -6471096 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -6471122.500000 Penalty: 5277.323730
	Iteration 31Q: 3 clusters Score -6471122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6471143.000000 Penalty: 5277.323730
	Iteration 32Q: 3 clusters Score -6471143 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6471171.500000 Penalty: 5277.323730
	Iteration 33Q: 3 clusters Score -6471172 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -6471165.500000 Penalty: 5277.323730
	Iteration 34Q: 3 clusters Score -6471166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -6471185.500000 Penalty: 5277.323730
	Iteration 35Q: 3 clusters Score -6471186 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -6471206.500000 Penalty: 5277.323730
	Iteration 36Q: 3 clusters Score -6471206 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6471230.500000 Penalty: 5277.323730
	Iteration 37Q: 3 clusters Score -6471230 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6471252.500000 Penalty: 5277.323730
	Iteration 38Q: 3 clusters Score -6471252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6471293.500000 Penalty: 5277.323730
	Iteration 39Q: 3 clusters Score -6471294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -6471339.000000 Penalty: 5277.323730
	Iteration 40F: 3 clusters Score -6471339 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6471450 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6471561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6471592 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6471642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6471705 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6471756 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6471812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6471860 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6471916 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6472014 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6472164 nChanged 322
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6472210 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6472244 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6472287 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6472359 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6472460 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6472614 nChanged 320
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6472673 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6472771 nChanged 335
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Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6472984 nChanged 324
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6473079 nChanged 293
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Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6473170 nChanged 278
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6473252 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6473503 nChanged 220
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Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6473571 nChanged 205
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 38368 members 
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	Iteration 75Q: 3 clusters Score -6473672 nChanged 174
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Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6473721 nChanged 147
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38689 members 
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	Iteration 77Q: 3 clusters Score -6473779 nChanged 148
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Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6473848 nChanged 145
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Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6473881 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6473906 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6473958 nChanged 118
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6474006 nChanged 114
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Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6474041 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6474079 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6474100 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6474124 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6474164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6474186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6474224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6474232 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6474247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6474279 nChanged 37
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Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40251 members 
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	Iteration 93Q: 3 clusters Score -6474292 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40298 members 
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	Iteration 94Q: 3 clusters Score -6474300 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6474306 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6474319 nChanged 25
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Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6474323 nChanged 19
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Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6474319 nChanged 16
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Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6474344 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6474342 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6474346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6474358 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6474356 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6474362 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6474361 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6474364 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6474378 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6474393 nChanged 29
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40610 members 
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	Iteration 109Q: 3 clusters Score -6474395 nChanged 18
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6474405 nChanged 14
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Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40642 members 
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	Iteration 111Q: 3 clusters Score -6474414 nChanged 13
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6474418 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6474412 nChanged 15
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Mstep: Class 1 contains 1082 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6474408 nChanged 12
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Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6474420 nChanged 13
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Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40706 members 
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	Iteration 116Q: 3 clusters Score -6474419 nChanged 10
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Mstep: Class 1 contains 1049 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6474422 nChanged 9
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Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6474428 nChanged 8
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Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40729 members 
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	Iteration 119Q: 3 clusters Score -6474431 nChanged 12
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Mstep: Class 1 contains 1022 members 
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	Iteration 120F: 3 clusters Score -6474438 nChanged 17
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Mstep: Class 1 contains 1005 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6474446 nChanged 14
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Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6474440 nChanged 16
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Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6474450 nChanged 11
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6474451 nChanged 7
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6474454 nChanged 3
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	Iteration 126Q: 3 clusters Score -6474454 nChanged 2
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Mstep: Class 1 contains 954 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6474458 nChanged 1
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Mstep: Class 1 contains 953 members 
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	Iteration 128Q: 3 clusters Score -6474458 nChanged 2
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Mstep: Class 1 contains 951 members 
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	Iteration 129Q: 3 clusters Score -6474460 nChanged 1
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Mstep: Class 1 contains 950 members 
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	Iteration 130Q: 3 clusters Score -6474459 nChanged 1
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	Iteration 131Q: 3 clusters Score -6474461 nChanged 1
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	Iteration 132Q: 3 clusters Score -6474462 nChanged 1
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6474466 nChanged 0
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Entering Unmasked Estep 
Score: -6474465.500000 Penalty: 5277.323730
	Iteration 134F: 3 clusters Score -6474466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Entering Unmasked Estep 
Score: -9359177.000000 Penalty: 2728.276611
	Iteration 0F: 2 clusters Score -9359177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -9319075.000000 Penalty: 5456.553223
	Iteration 0F: 3 clusters Score -9319075 nChanged 27815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -9334481.000000 Penalty: 5456.553223
	Iteration 1F: 3 clusters Score -9334481 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -9335112.000000 Penalty: 5456.553223
	Iteration 2Q: 3 clusters Score -9335112 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -9335696.000000 Penalty: 5456.553223
	Iteration 3Q: 3 clusters Score -9335696 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -9336357.000000 Penalty: 5456.553223
	Iteration 4Q: 3 clusters Score -9336357 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -9337177.000000 Penalty: 5456.553223
	Iteration 5Q: 3 clusters Score -9337177 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9338086.000000 Penalty: 5456.553223
	Iteration 6Q: 3 clusters Score -9338086 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -9339247.000000 Penalty: 5456.553223
	Iteration 7Q: 3 clusters Score -9339247 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -9340858.000000 Penalty: 5456.553223
	Iteration 8Q: 3 clusters Score -9340858 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9343088.000000 Penalty: 5456.553223
	Iteration 9F: 3 clusters Score -9343088 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -9345589.000000 Penalty: 5456.553223
	Iteration 10F: 3 clusters Score -9345589 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9348157.000000 Penalty: 5456.553223
	Iteration 11F: 3 clusters Score -9348157 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -9350042.000000 Penalty: 5456.553223
	Iteration 12F: 3 clusters Score -9350042 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -9351057.000000 Penalty: 5456.553223
	Iteration 13Q: 3 clusters Score -9351057 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9351504.000000 Penalty: 5456.553223
	Iteration 14Q: 3 clusters Score -9351504 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -9351765.000000 Penalty: 5456.553223
	Iteration 15Q: 3 clusters Score -9351765 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -9351940.000000 Penalty: 5456.553223
	Iteration 16Q: 3 clusters Score -9351940 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -9352159.000000 Penalty: 5456.553223
	Iteration 17Q: 3 clusters Score -9352159 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -9352325.000000 Penalty: 5456.553223
	Iteration 18Q: 3 clusters Score -9352325 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -9352502.000000 Penalty: 5456.553223
	Iteration 19Q: 3 clusters Score -9352502 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -9352713.000000 Penalty: 5456.553223
	Iteration 20F: 3 clusters Score -9352713 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -9352927.000000 Penalty: 5456.553223
	Iteration 21Q: 3 clusters Score -9352927 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -9353164.000000 Penalty: 5456.553223
	Iteration 22Q: 3 clusters Score -9353164 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -9353375.000000 Penalty: 5456.553223
	Iteration 23Q: 3 clusters Score -9353375 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -9353550.000000 Penalty: 5456.553223
	Iteration 24Q: 3 clusters Score -9353550 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -9353744.000000 Penalty: 5456.553223
	Iteration 25Q: 3 clusters Score -9353744 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -9353924.000000 Penalty: 5456.553223
	Iteration 26Q: 3 clusters Score -9353924 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -9354155.000000 Penalty: 5456.553223
	Iteration 27Q: 3 clusters Score -9354155 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -9354340.000000 Penalty: 5456.553223
	Iteration 28Q: 3 clusters Score -9354340 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9354482.000000 Penalty: 5456.553223
	Iteration 29Q: 3 clusters Score -9354482 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -9354609.000000 Penalty: 5456.553223
	Iteration 30Q: 3 clusters Score -9354609 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -9354755.000000 Penalty: 5456.553223
	Iteration 31Q: 3 clusters Score -9354755 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -9354857.000000 Penalty: 5456.553223
	Iteration 32Q: 3 clusters Score -9354857 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -9354935.000000 Penalty: 5456.553223
	Iteration 33Q: 3 clusters Score -9354935 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -9355037.000000 Penalty: 5456.553223
	Iteration 34Q: 3 clusters Score -9355037 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -9355191.000000 Penalty: 5456.553223
	Iteration 35Q: 3 clusters Score -9355191 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -9355318.000000 Penalty: 5456.553223
	Iteration 36Q: 3 clusters Score -9355318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -9355439.000000 Penalty: 5456.553223
	Iteration 37Q: 3 clusters Score -9355439 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -9355555.000000 Penalty: 5456.553223
	Iteration 38Q: 3 clusters Score -9355555 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -9355679.000000 Penalty: 5456.553223
	Iteration 39Q: 3 clusters Score -9355679 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -9355718.000000 Penalty: 5456.553223
	Iteration 40F: 3 clusters Score -9355718 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -9355807.000000 Penalty: 5456.553223
	Iteration 41Q: 3 clusters Score -9355807 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -9355896.000000 Penalty: 5456.553223
	Iteration 42Q: 3 clusters Score -9355896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -9355964.000000 Penalty: 5456.553223
	Iteration 43Q: 3 clusters Score -9355964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -9356021.000000 Penalty: 5456.553223
	Iteration 44Q: 3 clusters Score -9356021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -9356108.000000 Penalty: 5456.553223
	Iteration 45Q: 3 clusters Score -9356108 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -9356190.000000 Penalty: 5456.553223
	Iteration 46Q: 3 clusters Score -9356190 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -9356286.000000 Penalty: 5456.553223
	Iteration 47Q: 3 clusters Score -9356286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -9356338.000000 Penalty: 5456.553223
	Iteration 48Q: 3 clusters Score -9356338 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -9356382.000000 Penalty: 5456.553223
	Iteration 49Q: 3 clusters Score -9356382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -9356416.000000 Penalty: 5456.553223
	Iteration 50Q: 3 clusters Score -9356416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -9356441.000000 Penalty: 5456.553223
	Iteration 51Q: 3 clusters Score -9356441 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -9356477.000000 Penalty: 5456.553223
	Iteration 52Q: 3 clusters Score -9356477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -9356497.000000 Penalty: 5456.553223
	Iteration 53Q: 3 clusters Score -9356497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -9356517.000000 Penalty: 5456.553223
	Iteration 54Q: 3 clusters Score -9356517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -9356558.000000 Penalty: 5456.553223
	Iteration 55Q: 3 clusters Score -9356558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -9356586.000000 Penalty: 5456.553223
	Iteration 56Q: 3 clusters Score -9356586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -9356605.000000 Penalty: 5456.553223
	Iteration 57Q: 3 clusters Score -9356605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -9356642.000000 Penalty: 5456.553223
	Iteration 58Q: 3 clusters Score -9356642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -9356671.000000 Penalty: 5456.553223
	Iteration 59Q: 3 clusters Score -9356671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -9356694.000000 Penalty: 5456.553223
	Iteration 60F: 3 clusters Score -9356694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -9356731.000000 Penalty: 5456.553223
	Iteration 61Q: 3 clusters Score -9356731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -9356769.000000 Penalty: 5456.553223
	Iteration 62Q: 3 clusters Score -9356769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -9356782.000000 Penalty: 5456.553223
	Iteration 63Q: 3 clusters Score -9356782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -9356785.000000 Penalty: 5456.553223
	Iteration 64Q: 3 clusters Score -9356785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -9356801.000000 Penalty: 5456.553223
	Iteration 65Q: 3 clusters Score -9356801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -9356805.000000 Penalty: 5456.553223
	Iteration 66Q: 3 clusters Score -9356805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -9356822.000000 Penalty: 5456.553223
	Iteration 67Q: 3 clusters Score -9356822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -9356817.000000 Penalty: 5456.553223
	Iteration 68Q: 3 clusters Score -9356817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -9356822.000000 Penalty: 5456.553223
	Iteration 69Q: 3 clusters Score -9356822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -9356828.000000 Penalty: 5456.553223
	Iteration 70Q: 3 clusters Score -9356828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -9356849.000000 Penalty: 5456.553223
	Iteration 71Q: 3 clusters Score -9356849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -9356850.000000 Penalty: 5456.553223
	Iteration 72Q: 3 clusters Score -9356850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -9356850.000000 Penalty: 5456.553223
	Iteration 73Q: 3 clusters Score -9356850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -9356852.000000 Penalty: 5456.553223
	Iteration 74Q: 3 clusters Score -9356852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9356854.000000 Penalty: 5456.553223
	Iteration 75Q: 3 clusters Score -9356854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -9356849.000000 Penalty: 5456.553223
	Iteration 76Q: 3 clusters Score -9356849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -9356851.000000 Penalty: 5456.553223
	Iteration 77Q: 3 clusters Score -9356851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -9356870.000000 Penalty: 5456.553223
	Iteration 78Q: 3 clusters Score -9356870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -9356858.000000 Penalty: 5456.553223
	Iteration 79Q: 3 clusters Score -9356858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -9356860.000000 Penalty: 5456.553223
	Iteration 80F: 3 clusters Score -9356860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -9356868.000000 Penalty: 5456.553223
	Iteration 81Q: 3 clusters Score -9356868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -9356878.000000 Penalty: 5456.553223
	Iteration 82Q: 3 clusters Score -9356878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -9356898.000000 Penalty: 5456.553223
	Iteration 83Q: 3 clusters Score -9356898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -9356899.000000 Penalty: 5456.553223
	Iteration 84Q: 3 clusters Score -9356899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -9356902.000000 Penalty: 5456.553223
	Iteration 85Q: 3 clusters Score -9356902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -9356904.000000 Penalty: 5456.553223
	Iteration 86Q: 3 clusters Score -9356904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -9356900.000000 Penalty: 5456.553223
	Iteration 87Q: 3 clusters Score -9356900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -9356901.000000 Penalty: 5456.553223
	Iteration 88Q: 3 clusters Score -9356901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -9356907.000000 Penalty: 5456.553223
	Iteration 89Q: 3 clusters Score -9356907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -9356910.000000 Penalty: 5456.553223
	Iteration 90Q: 3 clusters Score -9356910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -9356907.000000 Penalty: 5456.553223
	Iteration 91Q: 3 clusters Score -9356907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -9356911.000000 Penalty: 5456.553223
	Iteration 92Q: 3 clusters Score -9356911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -9356915.000000 Penalty: 5456.553223
	Iteration 93Q: 3 clusters Score -9356915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -9356918.000000 Penalty: 5456.553223
	Iteration 94Q: 3 clusters Score -9356918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -9356922.000000 Penalty: 5456.553223
	Iteration 95Q: 3 clusters Score -9356922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -9356926.000000 Penalty: 5456.553223
	Iteration 96Q: 3 clusters Score -9356926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -9356923.000000 Penalty: 5456.553223
	Iteration 97Q: 3 clusters Score -9356923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -9356921.000000 Penalty: 5456.553223
	Iteration 98Q: 3 clusters Score -9356921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -9356924.000000 Penalty: 5456.553223
	Iteration 99Q: 3 clusters Score -9356924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -9356926.000000 Penalty: 5456.553223
	Iteration 100F: 3 clusters Score -9356926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -9356927.000000 Penalty: 5456.553223
	Iteration 101Q: 3 clusters Score -9356927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -9356928.000000 Penalty: 5456.553223
	Iteration 102Q: 3 clusters Score -9356928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -9356931.000000 Penalty: 5456.553223
	Iteration 103Q: 3 clusters Score -9356931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -9356931.000000 Penalty: 5456.553223
	Iteration 104F: 3 clusters Score -9356931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Entering Unmasked Estep 
Score: -9779852.000000 Penalty: 2742.838867
	Iteration 0F: 2 clusters Score -9779852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -9737102.000000 Penalty: 5485.677734
	Iteration 0F: 3 clusters Score -9737102 nChanged 29720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -9754197.000000 Penalty: 5485.677734
	Iteration 1F: 3 clusters Score -9754197 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -9755071.000000 Penalty: 5485.677734
	Iteration 2Q: 3 clusters Score -9755071 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -9756440.000000 Penalty: 5485.677734
	Iteration 3Q: 3 clusters Score -9756440 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -9758627.000000 Penalty: 5485.677734
	Iteration 4F: 3 clusters Score -9758627 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -9761954.000000 Penalty: 5485.677734
	Iteration 5F: 3 clusters Score -9761954 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -9766532.000000 Penalty: 5485.677734
	Iteration 6F: 3 clusters Score -9766532 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -9771319.000000 Penalty: 5485.677734
	Iteration 7F: 3 clusters Score -9771319 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9774628.000000 Penalty: 5485.677734
	Iteration 8F: 3 clusters Score -9774628 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9776307.000000 Penalty: 5485.677734
	Iteration 9Q: 3 clusters Score -9776307 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9776925.000000 Penalty: 5485.677734
	Iteration 10Q: 3 clusters Score -9776925 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9777225.000000 Penalty: 5485.677734
	Iteration 11Q: 3 clusters Score -9777225 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9777364.000000 Penalty: 5485.677734
	Iteration 12Q: 3 clusters Score -9777364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9777411.000000 Penalty: 5485.677734
	Iteration 13Q: 3 clusters Score -9777411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9777443.000000 Penalty: 5485.677734
	Iteration 14Q: 3 clusters Score -9777443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9777443.000000 Penalty: 5485.677734
	Iteration 15Q: 3 clusters Score -9777443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9777457.000000 Penalty: 5485.677734
	Iteration 16Q: 3 clusters Score -9777457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9777458.000000 Penalty: 5485.677734
	Iteration 17Q: 3 clusters Score -9777458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9777475.000000 Penalty: 5485.677734
	Iteration 18Q: 3 clusters Score -9777475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9777497.000000 Penalty: 5485.677734
	Iteration 19Q: 3 clusters Score -9777497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9777507.000000 Penalty: 5485.677734
	Iteration 20F: 3 clusters Score -9777507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9777512.000000 Penalty: 5485.677734
	Iteration 21Q: 3 clusters Score -9777512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9777517.000000 Penalty: 5485.677734
	Iteration 22Q: 3 clusters Score -9777517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9777522.000000 Penalty: 5485.677734
	Iteration 23Q: 3 clusters Score -9777522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9777525.000000 Penalty: 5485.677734
	Iteration 24Q: 3 clusters Score -9777525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9777525.000000 Penalty: 5485.677734
	Iteration 25F: 3 clusters Score -9777525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Entering Unmasked Estep 
Score: -15718007.000000 Penalty: 2858.626465
	Iteration 0F: 2 clusters Score -1.571801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -15654183.000000 Penalty: 5717.252930
	Iteration 0F: 3 clusters Score -1.565418e+07 nChanged 47905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -15681370.000000 Penalty: 5717.252930
	Iteration 1F: 3 clusters Score -1.568137e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -15682150.000000 Penalty: 5717.252930
	Iteration 2Q: 3 clusters Score -1.568215e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -15683063.000000 Penalty: 5717.252930
	Iteration 3Q: 3 clusters Score -1.568306e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -15684685.000000 Penalty: 5717.252930
	Iteration 4Q: 3 clusters Score -1.568468e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -15687546.000000 Penalty: 5717.252930
	Iteration 5F: 3 clusters Score -1.568755e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -15692374.000000 Penalty: 5717.252930
	Iteration 6F: 3 clusters Score -1.569237e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -15699239.000000 Penalty: 5717.252930
	Iteration 7F: 3 clusters Score -1.569924e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -15706413.000000 Penalty: 5717.252930
	Iteration 8F: 3 clusters Score -1.570641e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -15711305.000000 Penalty: 5717.252930
	Iteration 9F: 3 clusters Score -1.57113e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -15713727.000000 Penalty: 5717.252930
	Iteration 10Q: 3 clusters Score -1.571373e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -15714653.000000 Penalty: 5717.252930
	Iteration 11Q: 3 clusters Score -1.571465e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -15715123.000000 Penalty: 5717.252930
	Iteration 12Q: 3 clusters Score -1.571512e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -15715310.000000 Penalty: 5717.252930
	Iteration 13Q: 3 clusters Score -1.571531e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -15715430.000000 Penalty: 5717.252930
	Iteration 14Q: 3 clusters Score -1.571543e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -15715455.000000 Penalty: 5717.252930
	Iteration 15Q: 3 clusters Score -1.571546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -15715469.000000 Penalty: 5717.252930
	Iteration 16Q: 3 clusters Score -1.571547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -15715487.000000 Penalty: 5717.252930
	Iteration 17Q: 3 clusters Score -1.571549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -15715506.000000 Penalty: 5717.252930
	Iteration 18Q: 3 clusters Score -1.571551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -15715524.000000 Penalty: 5717.252930
	Iteration 19Q: 3 clusters Score -1.571552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -15715543.000000 Penalty: 5717.252930
	Iteration 20F: 3 clusters Score -1.571554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -15715555.000000 Penalty: 5717.252930
	Iteration 21Q: 3 clusters Score -1.571556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -15715555.000000 Penalty: 5717.252930
	Iteration 22Q: 3 clusters Score -1.571556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -15715561.000000 Penalty: 5717.252930
	Iteration 23Q: 3 clusters Score -1.571556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -15715553.000000 Penalty: 5717.252930
	Iteration 24Q: 3 clusters Score -1.571555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -15715567.000000 Penalty: 5717.252930
	Iteration 25Q: 3 clusters Score -1.571557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -15715564.000000 Penalty: 5717.252930
	Iteration 26Q: 3 clusters Score -1.571556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -15715567.000000 Penalty: 5717.252930
	Iteration 27Q: 3 clusters Score -1.571557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -15715559.000000 Penalty: 5717.252930
	Iteration 28Q: 3 clusters Score -1.571556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -15715564.000000 Penalty: 5717.252930
	Iteration 29Q: 3 clusters Score -1.571556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -15715561.000000 Penalty: 5717.252930
	Iteration 30Q: 3 clusters Score -1.571556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -15715563.000000 Penalty: 5717.252930
	Iteration 31Q: 3 clusters Score -1.571556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -15715564.000000 Penalty: 5717.252930
	Iteration 32Q: 3 clusters Score -1.571556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -15715559.000000 Penalty: 5717.252930
	Iteration 33Q: 3 clusters Score -1.571556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -15715563.000000 Penalty: 5717.252930
	Iteration 34Q: 3 clusters Score -1.571556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -15715571.000000 Penalty: 5717.252930
	Iteration 35Q: 3 clusters Score -1.571557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -15715583.000000 Penalty: 5717.252930
	Iteration 36Q: 3 clusters Score -1.571558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -15715577.000000 Penalty: 5717.252930
	Iteration 37Q: 3 clusters Score -1.571558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -15715564.000000 Penalty: 5717.252930
	Iteration 38Q: 3 clusters Score -1.571556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -15715574.000000 Penalty: 5717.252930
	Iteration 39Q: 3 clusters Score -1.571557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -15715580.000000 Penalty: 5717.252930
	Iteration 40F: 3 clusters Score -1.571558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -15715578.000000 Penalty: 5717.252930
	Iteration 41Q: 3 clusters Score -1.571558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -15715578.000000 Penalty: 5717.252930
	Iteration 42F: 3 clusters Score -1.571558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -152343.640625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -152343.6 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 551 members 
Entering Unmasked Estep 
Score: -150347.156250 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -150347.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150732.531250 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -150732.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150876.593750 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -150876.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150993.156250 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -150993.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -151132.531250 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -151132.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151253.578125 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -151253.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151327.531250 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -151327.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -151393.843750 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -151393.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -151478.593750 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -151478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -151560.843750 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -151560.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -151645.140625 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -151645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -151717.421875 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -151717.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -151802.765625 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -151802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -151871.359375 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -151871.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -151909.593750 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -151909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151978.812500 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -151978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152038.390625 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -152038.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -152164.265625 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -152164.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -152468.406250 Penalty: 3473.520508
	Iteration 18Q: 3 clusters Score -152468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152653.453125 Penalty: 3473.520508
	Iteration 19Q: 3 clusters Score -152653.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152705.281250 Penalty: 3473.520508
	Iteration 20F: 3 clusters Score -152705.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152751.125000 Penalty: 3473.520508
	Iteration 21Q: 3 clusters Score -152751.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152846.687500 Penalty: 3473.520508
	Iteration 22Q: 3 clusters Score -152846.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152979.218750 Penalty: 3473.520508
	Iteration 23Q: 3 clusters Score -152979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153049.625000 Penalty: 3473.520508
	Iteration 24Q: 3 clusters Score -153049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153099.062500 Penalty: 3473.520508
	Iteration 25Q: 3 clusters Score -153099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153119.421875 Penalty: 3473.520508
	Iteration 26Q: 3 clusters Score -153119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153167.984375 Penalty: 3473.520508
	Iteration 27Q: 3 clusters Score -153168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153373.546875 Penalty: 3473.520508
	Iteration 28Q: 3 clusters Score -153373.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153663.875000 Penalty: 3473.520508
	Iteration 29Q: 3 clusters Score -153663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153668.859375 Penalty: 3473.520508
	Iteration 30Q: 3 clusters Score -153668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153669.453125 Penalty: 3473.520508
	Iteration 31Q: 3 clusters Score -153669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153669.453125 Penalty: 3473.520508
	Iteration 32F: 3 clusters Score -153669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 104053 members 
Mstep: Class 3 contains 101225 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106272 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94079 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29689 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10838 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 23 contains 59941 members 
Mstep: Class 24 contains 63566 members 
Mstep: Class 25 contains 101389 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 589 members 
Entering Unmasked Estep 
Score: -137800992.000000 Penalty: 91921.562500
Splitting cluster 26 changes total score from -137801216.000000 to -137800992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 104053 members 
Mstep: Class 3 contains 101225 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106272 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94079 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29689 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10838 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 23 contains 59941 members 
Mstep: Class 24 contains 63566 members 
Mstep: Class 25 contains 101389 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801408.000000 Penalty: 88517.062500
Iteration 239Q: 27 clusters Score -1.378014e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 104071 members 
Mstep: Class 3 contains 101244 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 54886 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106283 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94050 members 
Mstep: Class 17 contains 19624 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29690 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10836 members 
Mstep: Class 22 contains 41760 members 
Mstep: Class 23 contains 59936 members 
Mstep: Class 24 contains 63562 members 
Mstep: Class 25 contains 101389 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801296.000000 Penalty: 88517.062500
Iteration 240F: 27 clusters Score -1.378013e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 104099 members 
Mstep: Class 3 contains 101258 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54882 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106299 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94031 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29690 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 23 contains 59932 members 
Mstep: Class 24 contains 63542 members 
Mstep: Class 25 contains 101382 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801344.000000 Penalty: 88517.062500
Iteration 241Q: 27 clusters Score -1.378013e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 104134 members 
Mstep: Class 3 contains 101266 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33281 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 54874 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106288 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94035 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29688 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10831 members 
Mstep: Class 22 contains 41764 members 
Mstep: Class 23 contains 59927 members 
Mstep: Class 24 contains 63526 members 
Mstep: Class 25 contains 101375 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801424.000000 Penalty: 88517.062500
Iteration 242Q: 27 clusters Score -1.378014e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 101293 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54862 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106290 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94029 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10827 members 
Mstep: Class 22 contains 41758 members 
Mstep: Class 23 contains 59922 members 
Mstep: Class 24 contains 63503 members 
Mstep: Class 25 contains 101382 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801584.000000 Penalty: 88517.062500
Iteration 243Q: 27 clusters Score -1.378016e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 104161 members 
Mstep: Class 3 contains 101316 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54853 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106301 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94012 members 
Mstep: Class 17 contains 19625 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29691 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 41766 members 
Mstep: Class 23 contains 59919 members 
Mstep: Class 24 contains 63492 members 
Mstep: Class 25 contains 101389 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801648.000000 Penalty: 88517.062500
Iteration 244Q: 27 clusters Score -1.378016e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 104159 members 
Mstep: Class 3 contains 101325 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 6318 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54852 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106306 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 94006 members 
Mstep: Class 17 contains 19625 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 10824 members 
Mstep: Class 22 contains 41774 members 
Mstep: Class 23 contains 59910 members 
Mstep: Class 24 contains 63483 members 
Mstep: Class 25 contains 101398 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801648.000000 Penalty: 88517.062500
Iteration 245Q: 27 clusters Score -1.378016e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 104158 members 
Mstep: Class 3 contains 101319 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54856 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106319 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93994 members 
Mstep: Class 17 contains 19626 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 41777 members 
Mstep: Class 23 contains 59911 members 
Mstep: Class 24 contains 63475 members 
Mstep: Class 25 contains 101407 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801792.000000 Penalty: 88517.062500
Iteration 246Q: 27 clusters Score -1.378018e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 104175 members 
Mstep: Class 3 contains 101322 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 6313 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54857 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106315 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93982 members 
Mstep: Class 17 contains 19628 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29691 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 41776 members 
Mstep: Class 23 contains 59912 members 
Mstep: Class 24 contains 63475 members 
Mstep: Class 25 contains 101407 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801792.000000 Penalty: 88517.062500
Iteration 247Q: 27 clusters Score -1.378018e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 104193 members 
Mstep: Class 3 contains 101325 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 6311 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106321 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93974 members 
Mstep: Class 17 contains 19632 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 59911 members 
Mstep: Class 24 contains 63474 members 
Mstep: Class 25 contains 101409 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801776.000000 Penalty: 88517.062500
Iteration 248Q: 27 clusters Score -1.378018e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 104196 members 
Mstep: Class 3 contains 101330 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 33277 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 6309 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54853 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106317 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93976 members 
Mstep: Class 17 contains 19633 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29687 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 41783 members 
Mstep: Class 23 contains 59909 members 
Mstep: Class 24 contains 63457 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801840.000000 Penalty: 88517.062500
Iteration 249Q: 27 clusters Score -1.378018e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 104191 members 
Mstep: Class 3 contains 101347 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 33272 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54863 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106311 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93971 members 
Mstep: Class 17 contains 19632 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 41790 members 
Mstep: Class 23 contains 59904 members 
Mstep: Class 24 contains 63451 members 
Mstep: Class 25 contains 101431 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801776.000000 Penalty: 88517.062500
Iteration 250Q: 27 clusters Score -1.378018e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 104188 members 
Mstep: Class 3 contains 101373 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54872 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106306 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93957 members 
Mstep: Class 17 contains 19633 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29689 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 41784 members 
Mstep: Class 23 contains 59903 members 
Mstep: Class 24 contains 63445 members 
Mstep: Class 25 contains 101434 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801760.000000 Penalty: 88517.062500
Iteration 251Q: 27 clusters Score -1.378018e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 104180 members 
Mstep: Class 3 contains 101408 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 33262 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6300 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54880 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106298 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93937 members 
Mstep: Class 17 contains 19634 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 41790 members 
Mstep: Class 23 contains 59903 members 
Mstep: Class 24 contains 63434 members 
Mstep: Class 25 contains 101429 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801712.000000 Penalty: 88517.062500
Iteration 252Q: 27 clusters Score -1.378017e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 104184 members 
Mstep: Class 3 contains 101433 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 33260 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54885 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106281 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93922 members 
Mstep: Class 17 contains 19634 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 3369 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 41791 members 
Mstep: Class 23 contains 59910 members 
Mstep: Class 24 contains 63434 members 
Mstep: Class 25 contains 101432 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801808.000000 Penalty: 88517.062500
Iteration 253Q: 27 clusters Score -1.378018e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 104190 members 
Mstep: Class 3 contains 101473 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 33260 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106269 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93912 members 
Mstep: Class 17 contains 19634 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29691 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 10808 members 
Mstep: Class 22 contains 41791 members 
Mstep: Class 23 contains 59907 members 
Mstep: Class 24 contains 63430 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801856.000000 Penalty: 88517.062500
Iteration 254Q: 27 clusters Score -1.378019e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 104203 members 
Mstep: Class 3 contains 101500 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54890 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106261 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93899 members 
Mstep: Class 17 contains 19634 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29693 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10808 members 
Mstep: Class 22 contains 41782 members 
Mstep: Class 23 contains 59909 members 
Mstep: Class 24 contains 63426 members 
Mstep: Class 25 contains 101420 members 
Mstep: Class 26 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801952.000000 Penalty: 88517.062500
Iteration 255Q: 27 clusters Score -1.37802e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 104213 members 
Mstep: Class 3 contains 101517 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54892 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106259 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93889 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10810 members 
Mstep: Class 22 contains 41773 members 
Mstep: Class 23 contains 59907 members 
Mstep: Class 24 contains 63425 members 
Mstep: Class 25 contains 101415 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801920.000000 Penalty: 88517.062500
Iteration 256Q: 27 clusters Score -1.378019e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 104218 members 
Mstep: Class 3 contains 101529 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 33254 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106253 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93893 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29696 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 41770 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 63419 members 
Mstep: Class 25 contains 101413 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802000.000000 Penalty: 88517.062500
Iteration 257Q: 27 clusters Score -1.37802e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 104237 members 
Mstep: Class 3 contains 101528 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54900 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106256 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93897 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29697 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10807 members 
Mstep: Class 22 contains 41767 members 
Mstep: Class 23 contains 59907 members 
Mstep: Class 24 contains 63413 members 
Mstep: Class 25 contains 101401 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137801888.000000 Penalty: 88517.062500
Iteration 258Q: 27 clusters Score -1.378019e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 104247 members 
Mstep: Class 3 contains 101532 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54907 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106256 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93906 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29696 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10803 members 
Mstep: Class 22 contains 41762 members 
Mstep: Class 23 contains 59902 members 
Mstep: Class 24 contains 63404 members 
Mstep: Class 25 contains 101402 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802160.000000 Penalty: 88517.062500
Iteration 259Q: 27 clusters Score -1.378022e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 104260 members 
Mstep: Class 3 contains 101544 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54904 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106259 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93894 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29699 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10801 members 
Mstep: Class 22 contains 41755 members 
Mstep: Class 23 contains 59907 members 
Mstep: Class 24 contains 63403 members 
Mstep: Class 25 contains 101396 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802240.000000 Penalty: 88517.062500
Iteration 260F: 27 clusters Score -1.378022e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 104273 members 
Mstep: Class 3 contains 101581 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33255 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54910 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 106261 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93875 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29701 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 59898 members 
Mstep: Class 24 contains 63395 members 
Mstep: Class 25 contains 101397 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802240.000000 Penalty: 88517.062500
Iteration 261Q: 27 clusters Score -1.378022e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 104291 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33252 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54909 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10243 members 
Mstep: Class 14 contains 106251 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93856 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29702 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 10791 members 
Mstep: Class 22 contains 41737 members 
Mstep: Class 23 contains 59900 members 
Mstep: Class 24 contains 63389 members 
Mstep: Class 25 contains 101402 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802272.000000 Penalty: 88517.062500
Iteration 262Q: 27 clusters Score -1.378023e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 104305 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33249 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106238 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93859 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29704 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10787 members 
Mstep: Class 22 contains 41730 members 
Mstep: Class 23 contains 59895 members 
Mstep: Class 24 contains 63387 members 
Mstep: Class 25 contains 101396 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802448.000000 Penalty: 88517.062500
Iteration 263Q: 27 clusters Score -1.378024e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 104322 members 
Mstep: Class 3 contains 101653 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33249 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106223 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93854 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29703 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10785 members 
Mstep: Class 22 contains 41725 members 
Mstep: Class 23 contains 59890 members 
Mstep: Class 24 contains 63387 members 
Mstep: Class 25 contains 101397 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802368.000000 Penalty: 88517.062500
Iteration 264Q: 27 clusters Score -1.378024e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 104339 members 
Mstep: Class 3 contains 101674 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33245 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106204 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93856 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29705 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10782 members 
Mstep: Class 22 contains 41725 members 
Mstep: Class 23 contains 59881 members 
Mstep: Class 24 contains 63381 members 
Mstep: Class 25 contains 101398 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802496.000000 Penalty: 88517.062500
Iteration 265Q: 27 clusters Score -1.378025e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 104358 members 
Mstep: Class 3 contains 101690 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33240 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54913 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106186 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93862 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29711 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10779 members 
Mstep: Class 22 contains 41718 members 
Mstep: Class 23 contains 59873 members 
Mstep: Class 24 contains 63372 members 
Mstep: Class 25 contains 101400 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802448.000000 Penalty: 88517.062500
Iteration 266Q: 27 clusters Score -1.378024e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 104384 members 
Mstep: Class 3 contains 101697 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33235 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106189 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93857 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29711 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10775 members 
Mstep: Class 22 contains 41712 members 
Mstep: Class 23 contains 59866 members 
Mstep: Class 24 contains 63362 members 
Mstep: Class 25 contains 101403 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802448.000000 Penalty: 88517.062500
Iteration 267Q: 27 clusters Score -1.378024e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 104397 members 
Mstep: Class 3 contains 101726 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106196 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93835 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29710 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10772 members 
Mstep: Class 22 contains 41711 members 
Mstep: Class 23 contains 59859 members 
Mstep: Class 24 contains 63358 members 
Mstep: Class 25 contains 101404 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802528.000000 Penalty: 88517.062500
Iteration 268Q: 27 clusters Score -1.378025e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 104391 members 
Mstep: Class 3 contains 101782 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106198 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93819 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29721 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10771 members 
Mstep: Class 22 contains 41716 members 
Mstep: Class 23 contains 59848 members 
Mstep: Class 24 contains 63347 members 
Mstep: Class 25 contains 101394 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802592.000000 Penalty: 88517.062500
Iteration 269Q: 27 clusters Score -1.378026e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 104396 members 
Mstep: Class 3 contains 101828 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106202 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93813 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29720 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10769 members 
Mstep: Class 22 contains 41723 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63329 members 
Mstep: Class 25 contains 101390 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802656.000000 Penalty: 88517.062500
Iteration 270Q: 27 clusters Score -1.378027e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 104409 members 
Mstep: Class 3 contains 101855 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106203 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93805 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29721 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59835 members 
Mstep: Class 24 contains 63323 members 
Mstep: Class 25 contains 101386 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 271Q: 27 clusters Score -1.378027e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 104407 members 
Mstep: Class 3 contains 101865 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33184 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54922 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106195 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93815 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29720 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 41724 members 
Mstep: Class 23 contains 59828 members 
Mstep: Class 24 contains 63314 members 
Mstep: Class 25 contains 101381 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 272Q: 27 clusters Score -1.378027e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 104396 members 
Mstep: Class 3 contains 101865 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33184 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54924 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106200 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93828 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29722 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10763 members 
Mstep: Class 22 contains 41725 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 63302 members 
Mstep: Class 25 contains 101385 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802480.000000 Penalty: 88517.062500
Iteration 273Q: 27 clusters Score -1.378025e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 104382 members 
Mstep: Class 3 contains 101886 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54923 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106191 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29724 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10763 members 
Mstep: Class 22 contains 41728 members 
Mstep: Class 23 contains 59829 members 
Mstep: Class 24 contains 63295 members 
Mstep: Class 25 contains 101387 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802544.000000 Penalty: 88517.062500
Iteration 274Q: 27 clusters Score -1.378025e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 104381 members 
Mstep: Class 3 contains 101899 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33181 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54922 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106193 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93847 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29729 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63287 members 
Mstep: Class 25 contains 101380 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802576.000000 Penalty: 88517.062500
Iteration 275Q: 27 clusters Score -1.378026e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 104380 members 
Mstep: Class 3 contains 101923 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33180 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106197 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93845 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29731 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10760 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59825 members 
Mstep: Class 24 contains 63276 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802576.000000 Penalty: 88517.062500
Iteration 276Q: 27 clusters Score -1.378026e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 104378 members 
Mstep: Class 3 contains 101938 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106202 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29733 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10757 members 
Mstep: Class 22 contains 41723 members 
Mstep: Class 23 contains 59830 members 
Mstep: Class 24 contains 63273 members 
Mstep: Class 25 contains 101377 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 277Q: 27 clusters Score -1.378026e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 104373 members 
Mstep: Class 3 contains 101961 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33168 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 106222 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93834 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29733 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10755 members 
Mstep: Class 22 contains 41718 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63266 members 
Mstep: Class 25 contains 101381 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 278Q: 27 clusters Score -1.378027e+08 nChanged 192
Entering ConstructFrom: 
Score: -137802688.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Entering Unmasked Estep 
Score: -1182139.625000 Penalty: 2217.924805
	Iteration 0F: 2 clusters Score -1182140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1175892.000000 Penalty: 4435.849609
	Iteration 0F: 3 clusters Score -1175892 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1177632.250000 Penalty: 4435.849609
	Iteration 1F: 3 clusters Score -1177632 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1177918.750000 Penalty: 4435.849609
	Iteration 2F: 3 clusters Score -1177919 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1178125.625000 Penalty: 4435.849609
	Iteration 3F: 3 clusters Score -1178126 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1178288.375000 Penalty: 4435.849609
	Iteration 4Q: 3 clusters Score -1178288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1178475.000000 Penalty: 4435.849609
	Iteration 5Q: 3 clusters Score -1178475 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1178688.000000 Penalty: 4435.849609
	Iteration 6Q: 3 clusters Score -1178688 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1178942.375000 Penalty: 4435.849609
	Iteration 7Q: 3 clusters Score -1178942 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1179207.875000 Penalty: 4435.849609
	Iteration 8Q: 3 clusters Score -1179208 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1179449.500000 Penalty: 4435.849609
	Iteration 9Q: 3 clusters Score -1179450 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1179706.000000 Penalty: 4435.849609
	Iteration 10Q: 3 clusters Score -1179706 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1179921.375000 Penalty: 4435.849609
	Iteration 11Q: 3 clusters Score -1179921 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1180088.375000 Penalty: 4435.849609
	Iteration 12Q: 3 clusters Score -1180088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1180198.375000 Penalty: 4435.849609
	Iteration 13Q: 3 clusters Score -1180198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1180276.750000 Penalty: 4435.849609
	Iteration 14Q: 3 clusters Score -1180277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1180339.125000 Penalty: 4435.849609
	Iteration 15Q: 3 clusters Score -1180339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1180366.000000 Penalty: 4435.849609
	Iteration 16Q: 3 clusters Score -1180366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1180388.250000 Penalty: 4435.849609
	Iteration 17Q: 3 clusters Score -1180388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1180407.500000 Penalty: 4435.849609
	Iteration 18Q: 3 clusters Score -1180408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1180418.500000 Penalty: 4435.849609
	Iteration 19Q: 3 clusters Score -1180418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1180425.125000 Penalty: 4435.849609
	Iteration 20F: 3 clusters Score -1180425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1180433.125000 Penalty: 4435.849609
	Iteration 21Q: 3 clusters Score -1180433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1180438.000000 Penalty: 4435.849609
	Iteration 22Q: 3 clusters Score -1180438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1180439.125000 Penalty: 4435.849609
	Iteration 23Q: 3 clusters Score -1180439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1180441.750000 Penalty: 4435.849609
	Iteration 24Q: 3 clusters Score -1180442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1180443.625000 Penalty: 4435.849609
	Iteration 25Q: 3 clusters Score -1180444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1180444.375000 Penalty: 4435.849609
	Iteration 26Q: 3 clusters Score -1180444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1180448.125000 Penalty: 4435.849609
	Iteration 27Q: 3 clusters Score -1180448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1180450.500000 Penalty: 4435.849609
	Iteration 28Q: 3 clusters Score -1180450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1180452.750000 Penalty: 4435.849609
	Iteration 29Q: 3 clusters Score -1180453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1180454.125000 Penalty: 4435.849609
	Iteration 30Q: 3 clusters Score -1180454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1180456.875000 Penalty: 4435.849609
	Iteration 31Q: 3 clusters Score -1180457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1180457.750000 Penalty: 4435.849609
	Iteration 32Q: 3 clusters Score -1180458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1180457.500000 Penalty: 4435.849609
	Iteration 33Q: 3 clusters Score -1180458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1180457.375000 Penalty: 4435.849609
	Iteration 34Q: 3 clusters Score -1180457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1180459.750000 Penalty: 4435.849609
	Iteration 35Q: 3 clusters Score -1180460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1180459.750000 Penalty: 4435.849609
	Iteration 36F: 3 clusters Score -1180460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Entering Unmasked Estep 
Score: -16052344.000000 Penalty: 2865.824707
	Iteration 0F: 2 clusters Score -1.605234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -15984034.000000 Penalty: 5731.649414
	Iteration 0F: 3 clusters Score -1.598403e+07 nChanged 49497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -16012118.000000 Penalty: 5731.649414
	Iteration 1F: 3 clusters Score -1.601212e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -16012817.000000 Penalty: 5731.649414
	Iteration 2Q: 3 clusters Score -1.601282e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -16013711.000000 Penalty: 5731.649414
	Iteration 3Q: 3 clusters Score -1.601371e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -16014634.000000 Penalty: 5731.649414
	Iteration 4Q: 3 clusters Score -1.601463e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -16015802.000000 Penalty: 5731.649414
	Iteration 5Q: 3 clusters Score -1.60158e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -16017534.000000 Penalty: 5731.649414
	Iteration 6Q: 3 clusters Score -1.601753e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -16020250.000000 Penalty: 5731.649414
	Iteration 7F: 3 clusters Score -1.602025e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -16024444.000000 Penalty: 5731.649414
	Iteration 8F: 3 clusters Score -1.602444e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -16030486.000000 Penalty: 5731.649414
	Iteration 9F: 3 clusters Score -1.603049e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -16037019.000000 Penalty: 5731.649414
	Iteration 10F: 3 clusters Score -1.603702e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -16042479.000000 Penalty: 5731.649414
	Iteration 11F: 3 clusters Score -1.604248e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -16046106.000000 Penalty: 5731.649414
	Iteration 12Q: 3 clusters Score -1.604611e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -16047987.000000 Penalty: 5731.649414
	Iteration 13Q: 3 clusters Score -1.604799e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -16049019.000000 Penalty: 5731.649414
	Iteration 14Q: 3 clusters Score -1.604902e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16049410.000000 Penalty: 5731.649414
	Iteration 15Q: 3 clusters Score -1.604941e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16049634.000000 Penalty: 5731.649414
	Iteration 16Q: 3 clusters Score -1.604963e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16049756.000000 Penalty: 5731.649414
	Iteration 17Q: 3 clusters Score -1.604976e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -16049805.000000 Penalty: 5731.649414
	Iteration 18Q: 3 clusters Score -1.60498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16049851.000000 Penalty: 5731.649414
	Iteration 19Q: 3 clusters Score -1.604985e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16049893.000000 Penalty: 5731.649414
	Iteration 20F: 3 clusters Score -1.604989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16049932.000000 Penalty: 5731.649414
	Iteration 21Q: 3 clusters Score -1.604993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16049950.000000 Penalty: 5731.649414
	Iteration 22Q: 3 clusters Score -1.604995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16049976.000000 Penalty: 5731.649414
	Iteration 23Q: 3 clusters Score -1.604998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16049995.000000 Penalty: 5731.649414
	Iteration 24Q: 3 clusters Score -1.605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16049996.000000 Penalty: 5731.649414
	Iteration 25Q: 3 clusters Score -1.605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16050013.000000 Penalty: 5731.649414
	Iteration 26Q: 3 clusters Score -1.605001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16050014.000000 Penalty: 5731.649414
	Iteration 27Q: 3 clusters Score -1.605001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16050017.000000 Penalty: 5731.649414
	Iteration 28Q: 3 clusters Score -1.605002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16050015.000000 Penalty: 5731.649414
	Iteration 29Q: 3 clusters Score -1.605002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16050017.000000 Penalty: 5731.649414
	Iteration 30Q: 3 clusters Score -1.605002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16050021.000000 Penalty: 5731.649414
	Iteration 31Q: 3 clusters Score -1.605002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16050019.000000 Penalty: 5731.649414
	Iteration 32Q: 3 clusters Score -1.605002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16050019.000000 Penalty: 5731.649414
	Iteration 33Q: 3 clusters Score -1.605002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16050021.000000 Penalty: 5731.649414
	Iteration 34Q: 3 clusters Score -1.605002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16050032.000000 Penalty: 5731.649414
	Iteration 35Q: 3 clusters Score -1.605003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16050024.000000 Penalty: 5731.649414
	Iteration 36Q: 3 clusters Score -1.605002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16050030.000000 Penalty: 5731.649414
	Iteration 37Q: 3 clusters Score -1.605003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16050027.000000 Penalty: 5731.649414
	Iteration 38Q: 3 clusters Score -1.605003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16050027.000000 Penalty: 5731.649414
	Iteration 39F: 3 clusters Score -1.605003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Entering Unmasked Estep 
Score: -15777485.000000 Penalty: 2860.041260
	Iteration 0F: 2 clusters Score -1.577748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -15711023.000000 Penalty: 5720.082520
	Iteration 0F: 3 clusters Score -1.571102e+07 nChanged 48348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -15738507.000000 Penalty: 5720.082520
	Iteration 1F: 3 clusters Score -1.573851e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -15739224.000000 Penalty: 5720.082520
	Iteration 2Q: 3 clusters Score -1.573922e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -15740144.000000 Penalty: 5720.082520
	Iteration 3Q: 3 clusters Score -1.574014e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -15741544.000000 Penalty: 5720.082520
	Iteration 4Q: 3 clusters Score -1.574154e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -15743820.000000 Penalty: 5720.082520
	Iteration 5Q: 3 clusters Score -1.574382e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -15747609.000000 Penalty: 5720.082520
	Iteration 6F: 3 clusters Score -1.574761e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -15753545.000000 Penalty: 5720.082520
	Iteration 7F: 3 clusters Score -1.575354e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -15761217.000000 Penalty: 5720.082520
	Iteration 8F: 3 clusters Score -1.576122e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -15768260.000000 Penalty: 5720.082520
	Iteration 9F: 3 clusters Score -1.576826e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -15772477.000000 Penalty: 5720.082520
	Iteration 10F: 3 clusters Score -1.577248e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15774167.000000 Penalty: 5720.082520
	Iteration 11Q: 3 clusters Score -1.577417e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15774694.000000 Penalty: 5720.082520
	Iteration 12Q: 3 clusters Score -1.577469e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15774782.000000 Penalty: 5720.082520
	Iteration 13Q: 3 clusters Score -1.577478e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15774880.000000 Penalty: 5720.082520
	Iteration 14Q: 3 clusters Score -1.577488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15774968.000000 Penalty: 5720.082520
	Iteration 15Q: 3 clusters Score -1.577497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15775003.000000 Penalty: 5720.082520
	Iteration 16Q: 3 clusters Score -1.5775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15775018.000000 Penalty: 5720.082520
	Iteration 17Q: 3 clusters Score -1.577502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15775029.000000 Penalty: 5720.082520
	Iteration 18Q: 3 clusters Score -1.577503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15775038.000000 Penalty: 5720.082520
	Iteration 19Q: 3 clusters Score -1.577504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15775036.000000 Penalty: 5720.082520
	Iteration 20F: 3 clusters Score -1.577504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15775053.000000 Penalty: 5720.082520
	Iteration 21Q: 3 clusters Score -1.577505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15775053.000000 Penalty: 5720.082520
	Iteration 22F: 3 clusters Score -1.577505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Entering Unmasked Estep 
Score: -6996034.500000 Penalty: 2666.700684
	Iteration 0F: 2 clusters Score -6996034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -6964403.000000 Penalty: 5333.401367
	Iteration 0F: 3 clusters Score -6964403 nChanged 21601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6976360.000000 Penalty: 5333.401367
	Iteration 1F: 3 clusters Score -6976360 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6976957.000000 Penalty: 5333.401367
	Iteration 2Q: 3 clusters Score -6976957 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6977579.000000 Penalty: 5333.401367
	Iteration 3Q: 3 clusters Score -6977579 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6978242.500000 Penalty: 5333.401367
	Iteration 4Q: 3 clusters Score -6978242 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -6978888.000000 Penalty: 5333.401367
	Iteration 5Q: 3 clusters Score -6978888 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -6979550.500000 Penalty: 5333.401367
	Iteration 6Q: 3 clusters Score -6979550 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -6980352.500000 Penalty: 5333.401367
	Iteration 7Q: 3 clusters Score -6980352 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6981291.000000 Penalty: 5333.401367
	Iteration 8Q: 3 clusters Score -6981291 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -6982462.500000 Penalty: 5333.401367
	Iteration 9Q: 3 clusters Score -6982462 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -6983861.000000 Penalty: 5333.401367
	Iteration 10Q: 3 clusters Score -6983861 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -6985402.000000 Penalty: 5333.401367
	Iteration 11Q: 3 clusters Score -6985402 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -6986674.000000 Penalty: 5333.401367
	Iteration 12Q: 3 clusters Score -6986674 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -6987646.500000 Penalty: 5333.401367
	Iteration 13Q: 3 clusters Score -6987646 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -6988259.000000 Penalty: 5333.401367
	Iteration 14Q: 3 clusters Score -6988259 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -6988647.000000 Penalty: 5333.401367
	Iteration 15Q: 3 clusters Score -6988647 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -6988982.000000 Penalty: 5333.401367
	Iteration 16Q: 3 clusters Score -6988982 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6989291.000000 Penalty: 5333.401367
	Iteration 17Q: 3 clusters Score -6989291 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -6989616.500000 Penalty: 5333.401367
	Iteration 18Q: 3 clusters Score -6989616 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -6989995.000000 Penalty: 5333.401367
	Iteration 19Q: 3 clusters Score -6989995 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -6990265.500000 Penalty: 5333.401367
	Iteration 20F: 3 clusters Score -6990266 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6990548.000000 Penalty: 5333.401367
	Iteration 21Q: 3 clusters Score -6990548 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -6990862.500000 Penalty: 5333.401367
	Iteration 22Q: 3 clusters Score -6990862 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6991206.000000 Penalty: 5333.401367
	Iteration 23Q: 3 clusters Score -6991206 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6991546.000000 Penalty: 5333.401367
	Iteration 24Q: 3 clusters Score -6991546 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6991874.500000 Penalty: 5333.401367
	Iteration 25Q: 3 clusters Score -6991874 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6992177.000000 Penalty: 5333.401367
	Iteration 26Q: 3 clusters Score -6992177 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6992500.000000 Penalty: 5333.401367
	Iteration 27Q: 3 clusters Score -6992500 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6992704.000000 Penalty: 5333.401367
	Iteration 28Q: 3 clusters Score -6992704 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6992911.000000 Penalty: 5333.401367
	Iteration 29Q: 3 clusters Score -6992911 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6993082.500000 Penalty: 5333.401367
	Iteration 30Q: 3 clusters Score -6993082 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6993235.000000 Penalty: 5333.401367
	Iteration 31Q: 3 clusters Score -6993235 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6993363.500000 Penalty: 5333.401367
	Iteration 32Q: 3 clusters Score -6993364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6993440.500000 Penalty: 5333.401367
	Iteration 33Q: 3 clusters Score -6993440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6993490.500000 Penalty: 5333.401367
	Iteration 34Q: 3 clusters Score -6993490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6993534.500000 Penalty: 5333.401367
	Iteration 35Q: 3 clusters Score -6993534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6993582.500000 Penalty: 5333.401367
	Iteration 36Q: 3 clusters Score -6993582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6993626.000000 Penalty: 5333.401367
	Iteration 37Q: 3 clusters Score -6993626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6993632.000000 Penalty: 5333.401367
	Iteration 38Q: 3 clusters Score -6993632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6993657.500000 Penalty: 5333.401367
	Iteration 39Q: 3 clusters Score -6993658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6993671.000000 Penalty: 5333.401367
	Iteration 40F: 3 clusters Score -6993671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6993681.500000 Penalty: 5333.401367
	Iteration 41Q: 3 clusters Score -6993682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6993697.000000 Penalty: 5333.401367
	Iteration 42Q: 3 clusters Score -6993697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6993711.000000 Penalty: 5333.401367
	Iteration 43Q: 3 clusters Score -6993711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6993721.500000 Penalty: 5333.401367
	Iteration 44Q: 3 clusters Score -6993722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6993732.000000 Penalty: 5333.401367
	Iteration 45Q: 3 clusters Score -6993732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6993741.000000 Penalty: 5333.401367
	Iteration 46Q: 3 clusters Score -6993741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6993758.500000 Penalty: 5333.401367
	Iteration 47Q: 3 clusters Score -6993758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6993760.500000 Penalty: 5333.401367
	Iteration 48Q: 3 clusters Score -6993760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6993763.500000 Penalty: 5333.401367
	Iteration 49Q: 3 clusters Score -6993764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6993773.000000 Penalty: 5333.401367
	Iteration 50Q: 3 clusters Score -6993773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6993769.000000 Penalty: 5333.401367
	Iteration 51Q: 3 clusters Score -6993769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6993769.000000 Penalty: 5333.401367
	Iteration 52F: 3 clusters Score -6993769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Entering Unmasked Estep 
Score: -5121452.500000 Penalty: 2581.479248
	Iteration 0F: 2 clusters Score -5121452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5098707.000000 Penalty: 5162.958496
	Iteration 0F: 3 clusters Score -5098707 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -5106927.000000 Penalty: 5162.958496
	Iteration 1F: 3 clusters Score -5106927 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5107345.500000 Penalty: 5162.958496
	Iteration 2Q: 3 clusters Score -5107346 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5107725.000000 Penalty: 5162.958496
	Iteration 3Q: 3 clusters Score -5107725 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5108092.500000 Penalty: 5162.958496
	Iteration 4Q: 3 clusters Score -5108092 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5108439.000000 Penalty: 5162.958496
	Iteration 5Q: 3 clusters Score -5108439 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5108787.000000 Penalty: 5162.958496
	Iteration 6Q: 3 clusters Score -5108787 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5109147.000000 Penalty: 5162.958496
	Iteration 7Q: 3 clusters Score -5109147 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5109616.000000 Penalty: 5162.958496
	Iteration 8Q: 3 clusters Score -5109616 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5110267.500000 Penalty: 5162.958496
	Iteration 9Q: 3 clusters Score -5110268 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5111159.500000 Penalty: 5162.958496
	Iteration 10Q: 3 clusters Score -5111160 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5112287.500000 Penalty: 5162.958496
	Iteration 11F: 3 clusters Score -5112288 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5113634.500000 Penalty: 5162.958496
	Iteration 12F: 3 clusters Score -5113634 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5114943.000000 Penalty: 5162.958496
	Iteration 13Q: 3 clusters Score -5114943 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5116028.500000 Penalty: 5162.958496
	Iteration 14Q: 3 clusters Score -5116028 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5116858.500000 Penalty: 5162.958496
	Iteration 15Q: 3 clusters Score -5116858 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -5117511.500000 Penalty: 5162.958496
	Iteration 16Q: 3 clusters Score -5117512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5117932.000000 Penalty: 5162.958496
	Iteration 17Q: 3 clusters Score -5117932 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -5118240.500000 Penalty: 5162.958496
	Iteration 18Q: 3 clusters Score -5118240 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5118476.000000 Penalty: 5162.958496
	Iteration 19Q: 3 clusters Score -5118476 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -5118674.000000 Penalty: 5162.958496
	Iteration 20F: 3 clusters Score -5118674 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5118799.000000 Penalty: 5162.958496
	Iteration 21Q: 3 clusters Score -5118799 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -5118916.500000 Penalty: 5162.958496
	Iteration 22Q: 3 clusters Score -5118916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5118987.500000 Penalty: 5162.958496
	Iteration 23Q: 3 clusters Score -5118988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5119054.500000 Penalty: 5162.958496
	Iteration 24Q: 3 clusters Score -5119054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -5119096.500000 Penalty: 5162.958496
	Iteration 25Q: 3 clusters Score -5119096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -5119132.500000 Penalty: 5162.958496
	Iteration 26Q: 3 clusters Score -5119132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -5119164.500000 Penalty: 5162.958496
	Iteration 27Q: 3 clusters Score -5119164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5119183.000000 Penalty: 5162.958496
	Iteration 28Q: 3 clusters Score -5119183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5119197.000000 Penalty: 5162.958496
	Iteration 29Q: 3 clusters Score -5119197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5119213.000000 Penalty: 5162.958496
	Iteration 30Q: 3 clusters Score -5119213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -5119232.500000 Penalty: 5162.958496
	Iteration 31Q: 3 clusters Score -5119232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -5119236.000000 Penalty: 5162.958496
	Iteration 32Q: 3 clusters Score -5119236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5119240.500000 Penalty: 5162.958496
	Iteration 33Q: 3 clusters Score -5119240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5119250.500000 Penalty: 5162.958496
	Iteration 34Q: 3 clusters Score -5119250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5119262.500000 Penalty: 5162.958496
	Iteration 35Q: 3 clusters Score -5119262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -5119260.000000 Penalty: 5162.958496
	Iteration 36Q: 3 clusters Score -5119260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5119267.500000 Penalty: 5162.958496
	Iteration 37Q: 3 clusters Score -5119268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5119272.000000 Penalty: 5162.958496
	Iteration 38Q: 3 clusters Score -5119272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5119268.500000 Penalty: 5162.958496
	Iteration 39Q: 3 clusters Score -5119268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5119276.000000 Penalty: 5162.958496
	Iteration 40F: 3 clusters Score -5119276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5119278.000000 Penalty: 5162.958496
	Iteration 41Q: 3 clusters Score -5119278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5119281.000000 Penalty: 5162.958496
	Iteration 42Q: 3 clusters Score -5119281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -5119278.000000 Penalty: 5162.958496
	Iteration 43Q: 3 clusters Score -5119278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -5119278.000000 Penalty: 5162.958496
	Iteration 44F: 3 clusters Score -5119278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Entering Unmasked Estep 
Score: -1495873.375000 Penalty: 2306.739502
	Iteration 0F: 2 clusters Score -1495873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1487668.750000 Penalty: 4613.479004
	Iteration 0F: 3 clusters Score -1487669 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1490154.500000 Penalty: 4613.479004
	Iteration 1F: 3 clusters Score -1490154 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1490512.125000 Penalty: 4613.479004
	Iteration 2F: 3 clusters Score -1490512 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1490815.375000 Penalty: 4613.479004
	Iteration 3F: 3 clusters Score -1490815 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1491108.375000 Penalty: 4613.479004
	Iteration 4Q: 3 clusters Score -1491108 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1491429.000000 Penalty: 4613.479004
	Iteration 5Q: 3 clusters Score -1491429 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1491760.000000 Penalty: 4613.479004
	Iteration 6Q: 3 clusters Score -1491760 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1492079.125000 Penalty: 4613.479004
	Iteration 7Q: 3 clusters Score -1492079 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1492436.500000 Penalty: 4613.479004
	Iteration 8F: 3 clusters Score -1492436 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1492818.250000 Penalty: 4613.479004
	Iteration 9Q: 3 clusters Score -1492818 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1493199.125000 Penalty: 4613.479004
	Iteration 10Q: 3 clusters Score -1493199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1493535.750000 Penalty: 4613.479004
	Iteration 11Q: 3 clusters Score -1493536 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1493798.875000 Penalty: 4613.479004
	Iteration 12Q: 3 clusters Score -1493799 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1493944.375000 Penalty: 4613.479004
	Iteration 13Q: 3 clusters Score -1493944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1494044.625000 Penalty: 4613.479004
	Iteration 14Q: 3 clusters Score -1494045 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1494130.125000 Penalty: 4613.479004
	Iteration 15Q: 3 clusters Score -1494130 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1494222.000000 Penalty: 4613.479004
	Iteration 16Q: 3 clusters Score -1494222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1494316.625000 Penalty: 4613.479004
	Iteration 17Q: 3 clusters Score -1494317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1494417.000000 Penalty: 4613.479004
	Iteration 18Q: 3 clusters Score -1494417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1494500.125000 Penalty: 4613.479004
	Iteration 19Q: 3 clusters Score -1494500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1494542.375000 Penalty: 4613.479004
	Iteration 20F: 3 clusters Score -1494542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1494566.375000 Penalty: 4613.479004
	Iteration 21Q: 3 clusters Score -1494566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1494588.000000 Penalty: 4613.479004
	Iteration 22Q: 3 clusters Score -1494588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1494605.750000 Penalty: 4613.479004
	Iteration 23Q: 3 clusters Score -1494606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1494616.625000 Penalty: 4613.479004
	Iteration 24Q: 3 clusters Score -1494617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1494633.750000 Penalty: 4613.479004
	Iteration 25Q: 3 clusters Score -1494634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1494646.375000 Penalty: 4613.479004
	Iteration 26Q: 3 clusters Score -1494646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1494656.000000 Penalty: 4613.479004
	Iteration 27Q: 3 clusters Score -1494656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1494666.625000 Penalty: 4613.479004
	Iteration 28Q: 3 clusters Score -1494667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1494683.625000 Penalty: 4613.479004
	Iteration 29Q: 3 clusters Score -1494684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1494695.500000 Penalty: 4613.479004
	Iteration 30Q: 3 clusters Score -1494696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1494702.375000 Penalty: 4613.479004
	Iteration 31Q: 3 clusters Score -1494702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1494711.250000 Penalty: 4613.479004
	Iteration 32Q: 3 clusters Score -1494711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1494715.875000 Penalty: 4613.479004
	Iteration 33Q: 3 clusters Score -1494716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1494716.000000 Penalty: 4613.479004
	Iteration 34Q: 3 clusters Score -1494716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1494716.000000 Penalty: 4613.479004
	Iteration 35Q: 3 clusters Score -1494716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1494717.125000 Penalty: 4613.479004
	Iteration 36Q: 3 clusters Score -1494717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1494717.250000 Penalty: 4613.479004
	Iteration 37Q: 3 clusters Score -1494717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1494715.375000 Penalty: 4613.479004
	Iteration 38Q: 3 clusters Score -1494715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1494716.375000 Penalty: 4613.479004
	Iteration 39Q: 3 clusters Score -1494716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1494715.875000 Penalty: 4613.479004
	Iteration 40F: 3 clusters Score -1494716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -925998.125000 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -925998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -920649.875000 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -920649.9 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -922137.687500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -922137.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -922431.000000 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -922431 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -922675.250000 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -922675.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -922932.062500 Penalty: 4337.423828
	Iteration 4Q: 3 clusters Score -922932.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -923188.562500 Penalty: 4337.423828
	Iteration 5F: 3 clusters Score -923188.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -923452.687500 Penalty: 4337.423828
	Iteration 6F: 3 clusters Score -923452.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -923687.812500 Penalty: 4337.423828
	Iteration 7F: 3 clusters Score -923687.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -923872.812500 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -923872.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -924045.125000 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -924045.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -924199.250000 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -924199.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -924328.187500 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -924328.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -924420.875000 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -924420.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -924479.937500 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -924479.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -924528.875000 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -924528.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -924567.312500 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -924567.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -924596.500000 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -924596.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -924622.812500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -924622.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -924636.687500 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -924636.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -924650.937500 Penalty: 4337.423828
	Iteration 19Q: 3 clusters Score -924650.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -924661.750000 Penalty: 4337.423828
	Iteration 20F: 3 clusters Score -924661.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -924671.687500 Penalty: 4337.423828
	Iteration 21Q: 3 clusters Score -924671.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -924682.687500 Penalty: 4337.423828
	Iteration 22Q: 3 clusters Score -924682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -924694.687500 Penalty: 4337.423828
	Iteration 23Q: 3 clusters Score -924694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -924707.062500 Penalty: 4337.423828
	Iteration 24Q: 3 clusters Score -924707.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -924717.062500 Penalty: 4337.423828
	Iteration 25Q: 3 clusters Score -924717.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -924721.062500 Penalty: 4337.423828
	Iteration 26Q: 3 clusters Score -924721.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -924727.437500 Penalty: 4337.423828
	Iteration 27Q: 3 clusters Score -924727.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -924735.000000 Penalty: 4337.423828
	Iteration 28Q: 3 clusters Score -924735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -924741.437500 Penalty: 4337.423828
	Iteration 29Q: 3 clusters Score -924741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -924746.312500 Penalty: 4337.423828
	Iteration 30Q: 3 clusters Score -924746.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -924750.125000 Penalty: 4337.423828
	Iteration 31Q: 3 clusters Score -924750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -924754.812500 Penalty: 4337.423828
	Iteration 32Q: 3 clusters Score -924754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -924756.875000 Penalty: 4337.423828
	Iteration 33Q: 3 clusters Score -924756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -924757.937500 Penalty: 4337.423828
	Iteration 34Q: 3 clusters Score -924757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -924759.812500 Penalty: 4337.423828
	Iteration 35Q: 3 clusters Score -924759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -924762.750000 Penalty: 4337.423828
	Iteration 36Q: 3 clusters Score -924762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -924763.312500 Penalty: 4337.423828
	Iteration 37Q: 3 clusters Score -924763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -924765.187500 Penalty: 4337.423828
	Iteration 38Q: 3 clusters Score -924765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -924765.937500 Penalty: 4337.423828
	Iteration 39Q: 3 clusters Score -924765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -924768.750000 Penalty: 4337.423828
	Iteration 40F: 3 clusters Score -924768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -924772.625000 Penalty: 4337.423828
	Iteration 41Q: 3 clusters Score -924772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -924775.625000 Penalty: 4337.423828
	Iteration 42Q: 3 clusters Score -924775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -924776.125000 Penalty: 4337.423828
	Iteration 43Q: 3 clusters Score -924776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -924776.500000 Penalty: 4337.423828
	Iteration 44Q: 3 clusters Score -924776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -924778.437500 Penalty: 4337.423828
	Iteration 45Q: 3 clusters Score -924778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -924782.812500 Penalty: 4337.423828
	Iteration 46Q: 3 clusters Score -924782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -924784.812500 Penalty: 4337.423828
	Iteration 47Q: 3 clusters Score -924784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -924787.312500 Penalty: 4337.423828
	Iteration 48Q: 3 clusters Score -924787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -924791.250000 Penalty: 4337.423828
	Iteration 49Q: 3 clusters Score -924791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -924795.375000 Penalty: 4337.423828
	Iteration 50Q: 3 clusters Score -924795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -924800.812500 Penalty: 4337.423828
	Iteration 51Q: 3 clusters Score -924800.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -924805.812500 Penalty: 4337.423828
	Iteration 52Q: 3 clusters Score -924805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -924809.062500 Penalty: 4337.423828
	Iteration 53Q: 3 clusters Score -924809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -924816.125000 Penalty: 4337.423828
	Iteration 54Q: 3 clusters Score -924816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -924819.625000 Penalty: 4337.423828
	Iteration 55Q: 3 clusters Score -924819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -924822.937500 Penalty: 4337.423828
	Iteration 56Q: 3 clusters Score -924822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -924826.187500 Penalty: 4337.423828
	Iteration 57Q: 3 clusters Score -924826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -924831.562500 Penalty: 4337.423828
	Iteration 58Q: 3 clusters Score -924831.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -924835.437500 Penalty: 4337.423828
	Iteration 59Q: 3 clusters Score -924835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -924838.312500 Penalty: 4337.423828
	Iteration 60F: 3 clusters Score -924838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -924841.562500 Penalty: 4337.423828
	Iteration 61Q: 3 clusters Score -924841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -924846.875000 Penalty: 4337.423828
	Iteration 62Q: 3 clusters Score -924846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -924848.062500 Penalty: 4337.423828
	Iteration 63Q: 3 clusters Score -924848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -924853.312500 Penalty: 4337.423828
	Iteration 64Q: 3 clusters Score -924853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -924855.062500 Penalty: 4337.423828
	Iteration 65Q: 3 clusters Score -924855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -924857.437500 Penalty: 4337.423828
	Iteration 66Q: 3 clusters Score -924857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -924857.187500 Penalty: 4337.423828
	Iteration 67Q: 3 clusters Score -924857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -924860.062500 Penalty: 4337.423828
	Iteration 68Q: 3 clusters Score -924860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -924862.562500 Penalty: 4337.423828
	Iteration 69Q: 3 clusters Score -924862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -924863.500000 Penalty: 4337.423828
	Iteration 70Q: 3 clusters Score -924863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -924862.250000 Penalty: 4337.423828
	Iteration 71Q: 3 clusters Score -924862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -924863.687500 Penalty: 4337.423828
	Iteration 72Q: 3 clusters Score -924863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -924862.562500 Penalty: 4337.423828
	Iteration 73Q: 3 clusters Score -924862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -924862.562500 Penalty: 4337.423828
	Iteration 74F: 3 clusters Score -924862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -306770.906250 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -306770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -304155.750000 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -304155.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -304657.781250 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -304657.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -304789.781250 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -304789.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304874.812500 Penalty: 3766.813232
	Iteration 3Q: 3 clusters Score -304874.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -304934.000000 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -304934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -304971.625000 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -304971.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -304993.218750 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -304993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305004.937500 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -305004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -305015.750000 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -305015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -305023.281250 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -305023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -305031.750000 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -305031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -305037.281250 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -305037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -305040.593750 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -305040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -305042.625000 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -305042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -305043.625000 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -305043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305045.500000 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -305045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305047.906250 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -305047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -305055.312500 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -305055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -305057.343750 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -305057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -305060.031250 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -305060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -305062.250000 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -305062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305064.312500 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -305064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -305064.843750 Penalty: 3766.813232
	Iteration 22Q: 3 clusters Score -305064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -305066.687500 Penalty: 3766.813232
	Iteration 23Q: 3 clusters Score -305066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305067.281250 Penalty: 3766.813232
	Iteration 24Q: 3 clusters Score -305067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -305067.875000 Penalty: 3766.813232
	Iteration 25Q: 3 clusters Score -305067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -305067.875000 Penalty: 3766.813232
	Iteration 26F: 3 clusters Score -305067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Entering Unmasked Estep 
Score: -8280758.000000 Penalty: 2706.571777
	Iteration 0F: 2 clusters Score -8280758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8243917.000000 Penalty: 5413.143555
	Iteration 0F: 3 clusters Score -8243917 nChanged 25331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8258061.000000 Penalty: 5413.143555
	Iteration 1F: 3 clusters Score -8258061 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -8258998.500000 Penalty: 5413.143555
	Iteration 2Q: 3 clusters Score -8258998 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -8260317.000000 Penalty: 5413.143555
	Iteration 3F: 3 clusters Score -8260317 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8262323.000000 Penalty: 5413.143555
	Iteration 4F: 3 clusters Score -8262323 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -8265189.500000 Penalty: 5413.143555
	Iteration 5F: 3 clusters Score -8265190 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8268621.500000 Penalty: 5413.143555
	Iteration 6F: 3 clusters Score -8268622 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8271766.000000 Penalty: 5413.143555
	Iteration 7F: 3 clusters Score -8271766 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -8274281.500000 Penalty: 5413.143555
	Iteration 8F: 3 clusters Score -8274282 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -8275885.500000 Penalty: 5413.143555
	Iteration 9Q: 3 clusters Score -8275886 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -8276900.000000 Penalty: 5413.143555
	Iteration 10Q: 3 clusters Score -8276900 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -8277537.000000 Penalty: 5413.143555
	Iteration 11Q: 3 clusters Score -8277537 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -8277917.500000 Penalty: 5413.143555
	Iteration 12Q: 3 clusters Score -8277918 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -8278132.500000 Penalty: 5413.143555
	Iteration 13Q: 3 clusters Score -8278132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -8278230.500000 Penalty: 5413.143555
	Iteration 14Q: 3 clusters Score -8278230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -8278283.500000 Penalty: 5413.143555
	Iteration 15Q: 3 clusters Score -8278284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -8278314.500000 Penalty: 5413.143555
	Iteration 16Q: 3 clusters Score -8278314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8278345.000000 Penalty: 5413.143555
	Iteration 17Q: 3 clusters Score -8278345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -8278368.500000 Penalty: 5413.143555
	Iteration 18Q: 3 clusters Score -8278368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -8278384.500000 Penalty: 5413.143555
	Iteration 19Q: 3 clusters Score -8278384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -8278402.000000 Penalty: 5413.143555
	Iteration 20F: 3 clusters Score -8278402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -8278424.000000 Penalty: 5413.143555
	Iteration 21Q: 3 clusters Score -8278424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -8278436.500000 Penalty: 5413.143555
	Iteration 22Q: 3 clusters Score -8278436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -8278442.500000 Penalty: 5413.143555
	Iteration 23Q: 3 clusters Score -8278442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -8278447.500000 Penalty: 5413.143555
	Iteration 24Q: 3 clusters Score -8278448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -8278460.500000 Penalty: 5413.143555
	Iteration 25Q: 3 clusters Score -8278460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -8278469.000000 Penalty: 5413.143555
	Iteration 26Q: 3 clusters Score -8278469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -8278465.500000 Penalty: 5413.143555
	Iteration 27Q: 3 clusters Score -8278466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -8278466.000000 Penalty: 5413.143555
	Iteration 28Q: 3 clusters Score -8278466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -8278465.500000 Penalty: 5413.143555
	Iteration 29Q: 3 clusters Score -8278466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -8278469.500000 Penalty: 5413.143555
	Iteration 30Q: 3 clusters Score -8278470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -8278478.000000 Penalty: 5413.143555
	Iteration 31Q: 3 clusters Score -8278478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -8278475.500000 Penalty: 5413.143555
	Iteration 32Q: 3 clusters Score -8278476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -8278481.500000 Penalty: 5413.143555
	Iteration 33Q: 3 clusters Score -8278482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -8278483.500000 Penalty: 5413.143555
	Iteration 34Q: 3 clusters Score -8278484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -8278483.500000 Penalty: 5413.143555
	Iteration 35Q: 3 clusters Score -8278484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -8278485.000000 Penalty: 5413.143555
	Iteration 36Q: 3 clusters Score -8278485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -8278483.500000 Penalty: 5413.143555
	Iteration 37Q: 3 clusters Score -8278484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -8278483.500000 Penalty: 5413.143555
	Iteration 38F: 3 clusters Score -8278484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40737.449219 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40737.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41097.714844 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41097.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41346.636719 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41346.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41600.660156 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -41600.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41731.312500 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41731.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41781.734375 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41781.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41826.011719 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41826.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41847.386719 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41847.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41891.843750 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41891.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41948.691406 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41948.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41995.070312 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41995.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42019.132812 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -42019.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42076.390625 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -42076.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42085.839844 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -42085.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42090.949219 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -42090.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42090.949219 Penalty: 2905.534668
	Iteration 15F: 3 clusters Score -42090.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 104375 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63260 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 177 members 
Entering Unmasked Estep 
Score: -137800576.000000 Penalty: 91921.562500
Splitting cluster 10 changes total score from -137802688.000000 to -137800576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -680610.937500 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -680610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -676351.000000 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -676351 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -677347.625000 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -677347.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -677576.437500 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -677576.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -677705.875000 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -677705.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -677768.625000 Penalty: 4182.307129
	Iteration 4Q: 3 clusters Score -677768.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -677823.562500 Penalty: 4182.307129
	Iteration 5Q: 3 clusters Score -677823.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -677862.750000 Penalty: 4182.307129
	Iteration 6Q: 3 clusters Score -677862.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -677885.812500 Penalty: 4182.307129
	Iteration 7Q: 3 clusters Score -677885.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -677911.750000 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -677911.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -677945.062500 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -677945.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -677966.937500 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -677966.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -677985.437500 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -677985.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -677996.937500 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -677996.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -678005.937500 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -678005.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -678010.187500 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -678010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -678014.062500 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -678014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -678018.125000 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -678018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -678022.562500 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -678022.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -678027.875000 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -678027.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -678038.250000 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -678038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -678047.812500 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -678047.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -678058.187500 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -678058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -678066.500000 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -678066.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -678073.062500 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -678073.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -678082.375000 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -678082.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -678090.625000 Penalty: 4182.307129
	Iteration 25Q: 3 clusters Score -678090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -678096.375000 Penalty: 4182.307129
	Iteration 26Q: 3 clusters Score -678096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -678100.000000 Penalty: 4182.307129
	Iteration 27Q: 3 clusters Score -678100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -678106.875000 Penalty: 4182.307129
	Iteration 28Q: 3 clusters Score -678106.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -678111.625000 Penalty: 4182.307129
	Iteration 29Q: 3 clusters Score -678111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -678116.000000 Penalty: 4182.307129
	Iteration 30Q: 3 clusters Score -678116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -678118.562500 Penalty: 4182.307129
	Iteration 31Q: 3 clusters Score -678118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -678121.312500 Penalty: 4182.307129
	Iteration 32Q: 3 clusters Score -678121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -678120.937500 Penalty: 4182.307129
	Iteration 33Q: 3 clusters Score -678120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -678125.000000 Penalty: 4182.307129
	Iteration 34Q: 3 clusters Score -678125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -678127.687500 Penalty: 4182.307129
	Iteration 35Q: 3 clusters Score -678127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -678133.312500 Penalty: 4182.307129
	Iteration 36Q: 3 clusters Score -678133.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -678137.250000 Penalty: 4182.307129
	Iteration 37Q: 3 clusters Score -678137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -678140.625000 Penalty: 4182.307129
	Iteration 38Q: 3 clusters Score -678140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -678140.937500 Penalty: 4182.307129
	Iteration 39Q: 3 clusters Score -678140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -678143.875000 Penalty: 4182.307129
	Iteration 40F: 3 clusters Score -678143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -678146.937500 Penalty: 4182.307129
	Iteration 41Q: 3 clusters Score -678146.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -678150.312500 Penalty: 4182.307129
	Iteration 42Q: 3 clusters Score -678150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -678152.437500 Penalty: 4182.307129
	Iteration 43Q: 3 clusters Score -678152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -678157.062500 Penalty: 4182.307129
	Iteration 44Q: 3 clusters Score -678157.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -678160.000000 Penalty: 4182.307129
	Iteration 45Q: 3 clusters Score -678160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -678166.687500 Penalty: 4182.307129
	Iteration 46Q: 3 clusters Score -678166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -678172.437500 Penalty: 4182.307129
	Iteration 47Q: 3 clusters Score -678172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -678176.312500 Penalty: 4182.307129
	Iteration 48Q: 3 clusters Score -678176.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -678182.187500 Penalty: 4182.307129
	Iteration 49Q: 3 clusters Score -678182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -678187.062500 Penalty: 4182.307129
	Iteration 50Q: 3 clusters Score -678187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -678189.125000 Penalty: 4182.307129
	Iteration 51Q: 3 clusters Score -678189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -678192.562500 Penalty: 4182.307129
	Iteration 52Q: 3 clusters Score -678192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -678198.500000 Penalty: 4182.307129
	Iteration 53Q: 3 clusters Score -678198.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -678204.312500 Penalty: 4182.307129
	Iteration 54Q: 3 clusters Score -678204.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -678209.625000 Penalty: 4182.307129
	Iteration 55Q: 3 clusters Score -678209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -678212.000000 Penalty: 4182.307129
	Iteration 56Q: 3 clusters Score -678212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -678214.625000 Penalty: 4182.307129
	Iteration 57Q: 3 clusters Score -678214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -678217.937500 Penalty: 4182.307129
	Iteration 58Q: 3 clusters Score -678217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -678219.375000 Penalty: 4182.307129
	Iteration 59Q: 3 clusters Score -678219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -678221.500000 Penalty: 4182.307129
	Iteration 60F: 3 clusters Score -678221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -678224.312500 Penalty: 4182.307129
	Iteration 61Q: 3 clusters Score -678224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -678225.750000 Penalty: 4182.307129
	Iteration 62Q: 3 clusters Score -678225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -678226.437500 Penalty: 4182.307129
	Iteration 63Q: 3 clusters Score -678226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -678231.312500 Penalty: 4182.307129
	Iteration 64Q: 3 clusters Score -678231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -678234.625000 Penalty: 4182.307129
	Iteration 65Q: 3 clusters Score -678234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -678236.312500 Penalty: 4182.307129
	Iteration 66Q: 3 clusters Score -678236.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -678238.500000 Penalty: 4182.307129
	Iteration 67Q: 3 clusters Score -678238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -678241.750000 Penalty: 4182.307129
	Iteration 68Q: 3 clusters Score -678241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -678245.625000 Penalty: 4182.307129
	Iteration 69Q: 3 clusters Score -678245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -678252.250000 Penalty: 4182.307129
	Iteration 70Q: 3 clusters Score -678252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -678257.687500 Penalty: 4182.307129
	Iteration 71Q: 3 clusters Score -678257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -678262.312500 Penalty: 4182.307129
	Iteration 72Q: 3 clusters Score -678262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -678266.500000 Penalty: 4182.307129
	Iteration 73Q: 3 clusters Score -678266.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -678270.562500 Penalty: 4182.307129
	Iteration 74Q: 3 clusters Score -678270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -678272.125000 Penalty: 4182.307129
	Iteration 75Q: 3 clusters Score -678272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -678274.500000 Penalty: 4182.307129
	Iteration 76Q: 3 clusters Score -678274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -678276.125000 Penalty: 4182.307129
	Iteration 77Q: 3 clusters Score -678276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -678279.062500 Penalty: 4182.307129
	Iteration 78Q: 3 clusters Score -678279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -678280.375000 Penalty: 4182.307129
	Iteration 79Q: 3 clusters Score -678280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -678283.687500 Penalty: 4182.307129
	Iteration 80F: 3 clusters Score -678283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -678287.062500 Penalty: 4182.307129
	Iteration 81Q: 3 clusters Score -678287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -678288.250000 Penalty: 4182.307129
	Iteration 82Q: 3 clusters Score -678288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -678290.937500 Penalty: 4182.307129
	Iteration 83Q: 3 clusters Score -678290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -678297.687500 Penalty: 4182.307129
	Iteration 84Q: 3 clusters Score -678297.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -678302.375000 Penalty: 4182.307129
	Iteration 85Q: 3 clusters Score -678302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -678308.500000 Penalty: 4182.307129
	Iteration 86Q: 3 clusters Score -678308.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -678316.687500 Penalty: 4182.307129
	Iteration 87Q: 3 clusters Score -678316.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -678330.625000 Penalty: 4182.307129
	Iteration 88Q: 3 clusters Score -678330.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -678341.125000 Penalty: 4182.307129
	Iteration 89Q: 3 clusters Score -678341.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -678351.375000 Penalty: 4182.307129
	Iteration 90Q: 3 clusters Score -678351.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -678355.750000 Penalty: 4182.307129
	Iteration 91Q: 3 clusters Score -678355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -678364.875000 Penalty: 4182.307129
	Iteration 92Q: 3 clusters Score -678364.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -678374.750000 Penalty: 4182.307129
	Iteration 93Q: 3 clusters Score -678374.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -678382.500000 Penalty: 4182.307129
	Iteration 94Q: 3 clusters Score -678382.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -678395.437500 Penalty: 4182.307129
	Iteration 95Q: 3 clusters Score -678395.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -678402.437500 Penalty: 4182.307129
	Iteration 96Q: 3 clusters Score -678402.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -678414.250000 Penalty: 4182.307129
	Iteration 97Q: 3 clusters Score -678414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -678429.125000 Penalty: 4182.307129
	Iteration 98Q: 3 clusters Score -678429.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -678444.687500 Penalty: 4182.307129
	Iteration 99Q: 3 clusters Score -678444.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -678458.750000 Penalty: 4182.307129
	Iteration 100F: 3 clusters Score -678458.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -678471.312500 Penalty: 4182.307129
	Iteration 101Q: 3 clusters Score -678471.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -678486.937500 Penalty: 4182.307129
	Iteration 102Q: 3 clusters Score -678486.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -678501.187500 Penalty: 4182.307129
	Iteration 103Q: 3 clusters Score -678501.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -678515.500000 Penalty: 4182.307129
	Iteration 104Q: 3 clusters Score -678515.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -678535.312500 Penalty: 4182.307129
	Iteration 105Q: 3 clusters Score -678535.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -678550.375000 Penalty: 4182.307129
	Iteration 106Q: 3 clusters Score -678550.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -678568.875000 Penalty: 4182.307129
	Iteration 107Q: 3 clusters Score -678568.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -678582.937500 Penalty: 4182.307129
	Iteration 108Q: 3 clusters Score -678582.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -678594.062500 Penalty: 4182.307129
	Iteration 109Q: 3 clusters Score -678594.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -678606.687500 Penalty: 4182.307129
	Iteration 110Q: 3 clusters Score -678606.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -678620.687500 Penalty: 4182.307129
	Iteration 111Q: 3 clusters Score -678620.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -678641.562500 Penalty: 4182.307129
	Iteration 112Q: 3 clusters Score -678641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -678661.750000 Penalty: 4182.307129
	Iteration 113Q: 3 clusters Score -678661.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -678672.875000 Penalty: 4182.307129
	Iteration 114Q: 3 clusters Score -678672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -678682.687500 Penalty: 4182.307129
	Iteration 115Q: 3 clusters Score -678682.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678689.562500 Penalty: 4182.307129
	Iteration 116Q: 3 clusters Score -678689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -678697.125000 Penalty: 4182.307129
	Iteration 117Q: 3 clusters Score -678697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -678698.625000 Penalty: 4182.307129
	Iteration 118Q: 3 clusters Score -678698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -678701.625000 Penalty: 4182.307129
	Iteration 119Q: 3 clusters Score -678701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -678705.062500 Penalty: 4182.307129
	Iteration 120F: 3 clusters Score -678705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -678709.875000 Penalty: 4182.307129
	Iteration 121Q: 3 clusters Score -678709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -678717.500000 Penalty: 4182.307129
	Iteration 122Q: 3 clusters Score -678717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -678722.875000 Penalty: 4182.307129
	Iteration 123Q: 3 clusters Score -678722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -678727.250000 Penalty: 4182.307129
	Iteration 124Q: 3 clusters Score -678727.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -678737.375000 Penalty: 4182.307129
	Iteration 125Q: 3 clusters Score -678737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -678747.937500 Penalty: 4182.307129
	Iteration 126Q: 3 clusters Score -678747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -678764.250000 Penalty: 4182.307129
	Iteration 127Q: 3 clusters Score -678764.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -678774.437500 Penalty: 4182.307129
	Iteration 128Q: 3 clusters Score -678774.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -678784.000000 Penalty: 4182.307129
	Iteration 129Q: 3 clusters Score -678784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -678792.000000 Penalty: 4182.307129
	Iteration 130Q: 3 clusters Score -678792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -678798.000000 Penalty: 4182.307129
	Iteration 131Q: 3 clusters Score -678798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -678802.437500 Penalty: 4182.307129
	Iteration 132Q: 3 clusters Score -678802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -678810.875000 Penalty: 4182.307129
	Iteration 133Q: 3 clusters Score -678810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -678817.625000 Penalty: 4182.307129
	Iteration 134Q: 3 clusters Score -678817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -678825.562500 Penalty: 4182.307129
	Iteration 135Q: 3 clusters Score -678825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -678831.125000 Penalty: 4182.307129
	Iteration 136Q: 3 clusters Score -678831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -678835.937500 Penalty: 4182.307129
	Iteration 137Q: 3 clusters Score -678835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -678839.750000 Penalty: 4182.307129
	Iteration 138Q: 3 clusters Score -678839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -678845.250000 Penalty: 4182.307129
	Iteration 139Q: 3 clusters Score -678845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -678851.187500 Penalty: 4182.307129
	Iteration 140F: 3 clusters Score -678851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -678860.687500 Penalty: 4182.307129
	Iteration 141Q: 3 clusters Score -678860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -678865.312500 Penalty: 4182.307129
	Iteration 142Q: 3 clusters Score -678865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -678870.500000 Penalty: 4182.307129
	Iteration 143Q: 3 clusters Score -678870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -678878.937500 Penalty: 4182.307129
	Iteration 144Q: 3 clusters Score -678878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -678884.687500 Penalty: 4182.307129
	Iteration 145Q: 3 clusters Score -678884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -678889.375000 Penalty: 4182.307129
	Iteration 146Q: 3 clusters Score -678889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -678891.625000 Penalty: 4182.307129
	Iteration 147Q: 3 clusters Score -678891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -678895.562500 Penalty: 4182.307129
	Iteration 148Q: 3 clusters Score -678895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -678896.250000 Penalty: 4182.307129
	Iteration 149Q: 3 clusters Score -678896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -678899.500000 Penalty: 4182.307129
	Iteration 150Q: 3 clusters Score -678899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -678901.500000 Penalty: 4182.307129
	Iteration 151Q: 3 clusters Score -678901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -678901.500000 Penalty: 4182.307129
	Iteration 152F: 3 clusters Score -678901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 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 351 members 
Entering Unmasked Estep 
Score: -98283.093750 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98283.09 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98642.601562 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98642.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98786.609375 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98786.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98902.390625 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98902.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98972.531250 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -98972.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99022.492188 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99022.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99079.742188 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99079.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99143.703125 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99143.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99222.375000 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99222.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99352.843750 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99352.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99449.734375 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99449.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99467.085938 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99467.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99488.710938 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99488.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99502.804688 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99524.492188 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -99524.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99543.132812 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -99543.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99552.328125 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -99552.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99573.507812 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -99573.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99583.187500 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -99583.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99595.671875 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -99595.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99614.617188 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -99614.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99644.875000 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -99644.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99682.179688 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -99682.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99698.523438 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -99698.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99706.875000 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -99706.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99714.476562 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -99714.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99728.625000 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -99728.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99741.882812 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -99741.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99757.046875 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -99757.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99777.976562 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -99777.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99815.546875 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -99815.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99850.062500 Penalty: 3282.231934
	Iteration 31Q: 3 clusters Score -99850.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99890.039062 Penalty: 3282.231934
	Iteration 32Q: 3 clusters Score -99890.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99958.515625 Penalty: 3282.231934
	Iteration 33Q: 3 clusters Score -99958.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99993.703125 Penalty: 3282.231934
	Iteration 34Q: 3 clusters Score -99993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100014.632812 Penalty: 3282.231934
	Iteration 35Q: 3 clusters Score -100014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100056.312500 Penalty: 3282.231934
	Iteration 36Q: 3 clusters Score -100056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100062.843750 Penalty: 3282.231934
	Iteration 37Q: 3 clusters Score -100062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100064.070312 Penalty: 3282.231934
	Iteration 38F: 3 clusters Score -100064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100067.234375 Penalty: 3282.231934
	Iteration 39Q: 3 clusters Score -100067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100067.234375 Penalty: 3282.231934
	Iteration 40F: 3 clusters Score -100067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 104375 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63260 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 284 members 
Entering Unmasked Estep 
Score: -137800768.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137802688.000000 to -137800768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Entering Unmasked Estep 
Score: -1503425.625000 Penalty: 2290.070312
	Iteration 0F: 2 clusters Score -1503426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1495625.250000 Penalty: 4580.140625
	Iteration 0F: 3 clusters Score -1495625 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1497823.125000 Penalty: 4580.140625
	Iteration 1F: 3 clusters Score -1497823 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1498158.625000 Penalty: 4580.140625
	Iteration 2F: 3 clusters Score -1498159 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1498445.000000 Penalty: 4580.140625
	Iteration 3F: 3 clusters Score -1498445 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1498679.625000 Penalty: 4580.140625
	Iteration 4Q: 3 clusters Score -1498680 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1498896.875000 Penalty: 4580.140625
	Iteration 5Q: 3 clusters Score -1498897 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1499089.750000 Penalty: 4580.140625
	Iteration 6Q: 3 clusters Score -1499090 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1499259.500000 Penalty: 4580.140625
	Iteration 7Q: 3 clusters Score -1499260 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1499408.000000 Penalty: 4580.140625
	Iteration 8Q: 3 clusters Score -1499408 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1499536.625000 Penalty: 4580.140625
	Iteration 9Q: 3 clusters Score -1499537 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1499659.875000 Penalty: 4580.140625
	Iteration 10Q: 3 clusters Score -1499660 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1499786.250000 Penalty: 4580.140625
	Iteration 11Q: 3 clusters Score -1499786 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1499937.000000 Penalty: 4580.140625
	Iteration 12Q: 3 clusters Score -1499937 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1500098.875000 Penalty: 4580.140625
	Iteration 13Q: 3 clusters Score -1500099 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1500286.125000 Penalty: 4580.140625
	Iteration 14Q: 3 clusters Score -1500286 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1500492.375000 Penalty: 4580.140625
	Iteration 15Q: 3 clusters Score -1500492 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1500708.375000 Penalty: 4580.140625
	Iteration 16Q: 3 clusters Score -1500708 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1500937.125000 Penalty: 4580.140625
	Iteration 17Q: 3 clusters Score -1500937 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1501148.000000 Penalty: 4580.140625
	Iteration 18Q: 3 clusters Score -1501148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1501333.625000 Penalty: 4580.140625
	Iteration 19Q: 3 clusters Score -1501334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1501481.125000 Penalty: 4580.140625
	Iteration 20F: 3 clusters Score -1501481 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1501593.250000 Penalty: 4580.140625
	Iteration 21Q: 3 clusters Score -1501593 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1501692.625000 Penalty: 4580.140625
	Iteration 22Q: 3 clusters Score -1501693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1501766.500000 Penalty: 4580.140625
	Iteration 23Q: 3 clusters Score -1501766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1501813.250000 Penalty: 4580.140625
	Iteration 24Q: 3 clusters Score -1501813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1501846.875000 Penalty: 4580.140625
	Iteration 25Q: 3 clusters Score -1501847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1501876.125000 Penalty: 4580.140625
	Iteration 26Q: 3 clusters Score -1501876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1501888.625000 Penalty: 4580.140625
	Iteration 27Q: 3 clusters Score -1501889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1501897.000000 Penalty: 4580.140625
	Iteration 28Q: 3 clusters Score -1501897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1501909.625000 Penalty: 4580.140625
	Iteration 29Q: 3 clusters Score -1501910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1501916.000000 Penalty: 4580.140625
	Iteration 30Q: 3 clusters Score -1501916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1501917.500000 Penalty: 4580.140625
	Iteration 31Q: 3 clusters Score -1501918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1501924.375000 Penalty: 4580.140625
	Iteration 32Q: 3 clusters Score -1501924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1501931.125000 Penalty: 4580.140625
	Iteration 33Q: 3 clusters Score -1501931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1501929.375000 Penalty: 4580.140625
	Iteration 34Q: 3 clusters Score -1501929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1501933.625000 Penalty: 4580.140625
	Iteration 35Q: 3 clusters Score -1501934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1501937.250000 Penalty: 4580.140625
	Iteration 36Q: 3 clusters Score -1501937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1501939.875000 Penalty: 4580.140625
	Iteration 37Q: 3 clusters Score -1501940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1501943.750000 Penalty: 4580.140625
	Iteration 38Q: 3 clusters Score -1501944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1501945.625000 Penalty: 4580.140625
	Iteration 39Q: 3 clusters Score -1501946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1501950.375000 Penalty: 4580.140625
	Iteration 40F: 3 clusters Score -1501950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1501957.250000 Penalty: 4580.140625
	Iteration 41Q: 3 clusters Score -1501957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1501958.750000 Penalty: 4580.140625
	Iteration 42Q: 3 clusters Score -1501959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1501960.875000 Penalty: 4580.140625
	Iteration 43Q: 3 clusters Score -1501961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1501964.500000 Penalty: 4580.140625
	Iteration 44Q: 3 clusters Score -1501964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1501967.000000 Penalty: 4580.140625
	Iteration 45Q: 3 clusters Score -1501967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1501965.750000 Penalty: 4580.140625
	Iteration 46Q: 3 clusters Score -1501966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1501965.500000 Penalty: 4580.140625
	Iteration 47Q: 3 clusters Score -1501966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1501966.500000 Penalty: 4580.140625
	Iteration 48Q: 3 clusters Score -1501966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1501967.125000 Penalty: 4580.140625
	Iteration 49Q: 3 clusters Score -1501967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1501967.125000 Penalty: 4580.140625
	Iteration 50F: 3 clusters Score -1501967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Entering Unmasked Estep 
Score: -16341889.000000 Penalty: 2870.186768
	Iteration 0F: 2 clusters Score -1.634189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -16271829.000000 Penalty: 5740.373535
	Iteration 0F: 3 clusters Score -1.627183e+07 nChanged 50193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -16299914.000000 Penalty: 5740.373535
	Iteration 1F: 3 clusters Score -1.629991e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -16300772.000000 Penalty: 5740.373535
	Iteration 2Q: 3 clusters Score -1.630077e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -16301677.000000 Penalty: 5740.373535
	Iteration 3Q: 3 clusters Score -1.630168e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -16302983.000000 Penalty: 5740.373535
	Iteration 4Q: 3 clusters Score -1.630298e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -16305297.000000 Penalty: 5740.373535
	Iteration 5Q: 3 clusters Score -1.63053e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -16309140.000000 Penalty: 5740.373535
	Iteration 6F: 3 clusters Score -1.630914e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -16315896.000000 Penalty: 5740.373535
	Iteration 7F: 3 clusters Score -1.63159e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -16324742.000000 Penalty: 5740.373535
	Iteration 8F: 3 clusters Score -1.632474e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -16332453.000000 Penalty: 5740.373535
	Iteration 9F: 3 clusters Score -1.633245e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -16336767.000000 Penalty: 5740.373535
	Iteration 10Q: 3 clusters Score -1.633677e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16338479.000000 Penalty: 5740.373535
	Iteration 11Q: 3 clusters Score -1.633848e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16339180.000000 Penalty: 5740.373535
	Iteration 12Q: 3 clusters Score -1.633918e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16339454.000000 Penalty: 5740.373535
	Iteration 13Q: 3 clusters Score -1.633945e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16339582.000000 Penalty: 5740.373535
	Iteration 14Q: 3 clusters Score -1.633958e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16339660.000000 Penalty: 5740.373535
	Iteration 15Q: 3 clusters Score -1.633966e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16339704.000000 Penalty: 5740.373535
	Iteration 16Q: 3 clusters Score -1.63397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16339731.000000 Penalty: 5740.373535
	Iteration 17Q: 3 clusters Score -1.633973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16339761.000000 Penalty: 5740.373535
	Iteration 18Q: 3 clusters Score -1.633976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16339764.000000 Penalty: 5740.373535
	Iteration 19Q: 3 clusters Score -1.633976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16339779.000000 Penalty: 5740.373535
	Iteration 20F: 3 clusters Score -1.633978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16339790.000000 Penalty: 5740.373535
	Iteration 21Q: 3 clusters Score -1.633979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16339804.000000 Penalty: 5740.373535
	Iteration 22Q: 3 clusters Score -1.63398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -16339827.000000 Penalty: 5740.373535
	Iteration 23Q: 3 clusters Score -1.633983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16339821.000000 Penalty: 5740.373535
	Iteration 24Q: 3 clusters Score -1.633982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16339832.000000 Penalty: 5740.373535
	Iteration 25Q: 3 clusters Score -1.633983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16339833.000000 Penalty: 5740.373535
	Iteration 26Q: 3 clusters Score -1.633983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16339829.000000 Penalty: 5740.373535
	Iteration 27Q: 3 clusters Score -1.633983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105593 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16339835.000000 Penalty: 5740.373535
	Iteration 28Q: 3 clusters Score -1.633984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16339835.000000 Penalty: 5740.373535
	Iteration 29Q: 3 clusters Score -1.633984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16339835.000000 Penalty: 5740.373535
	Iteration 30F: 3 clusters Score -1.633984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 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: -85507.289062 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85507.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86197.367188 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86197.37 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86718.789062 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86718.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -87134.906250 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -87134.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -87346.835938 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -87346.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -87446.609375 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -87446.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -87503.875000 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87503.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87510.804688 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -87515.828125 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87515.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -87520.601562 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87530.500000 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87568.257812 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87568.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87607.187500 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87607.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87631.718750 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -87631.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87635.679688 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -87635.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87636.835938 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -87636.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87642.843750 Penalty: 3234.228271
	Iteration 16F: 3 clusters Score -87642.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87651.507812 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -87651.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87669.273438 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -87669.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87674.164062 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -87674.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87677.937500 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -87677.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87678.867188 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -87678.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87678.867188 Penalty: 3234.228271
	Iteration 22F: 3 clusters Score -87678.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 104375 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63260 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 230 members 
Entering Unmasked Estep 
Score: -137801600.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137802688.000000 to -137801600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Entering Unmasked Estep 
Score: -14484297.000000 Penalty: 2839.427246
	Iteration 0F: 2 clusters Score -1.44843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -14422013.000000 Penalty: 5678.854492
	Iteration 0F: 3 clusters Score -1.442201e+07 nChanged 44559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -14448045.000000 Penalty: 5678.854492
	Iteration 1F: 3 clusters Score -1.444804e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -14449062.000000 Penalty: 5678.854492
	Iteration 2Q: 3 clusters Score -1.444906e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -14450312.000000 Penalty: 5678.854492
	Iteration 3Q: 3 clusters Score -1.445031e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -14452410.000000 Penalty: 5678.854492
	Iteration 4Q: 3 clusters Score -1.445241e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -14455673.000000 Penalty: 5678.854492
	Iteration 5F: 3 clusters Score -1.445567e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -14460871.000000 Penalty: 5678.854492
	Iteration 6F: 3 clusters Score -1.446087e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -14467512.000000 Penalty: 5678.854492
	Iteration 7F: 3 clusters Score -1.446751e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83795 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -14473614.000000 Penalty: 5678.854492
	Iteration 8F: 3 clusters Score -1.447361e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -14477888.000000 Penalty: 5678.854492
	Iteration 9Q: 3 clusters Score -1.447789e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -14480076.000000 Penalty: 5678.854492
	Iteration 10Q: 3 clusters Score -1.448008e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14481001.000000 Penalty: 5678.854492
	Iteration 11Q: 3 clusters Score -1.4481e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14481395.000000 Penalty: 5678.854492
	Iteration 12Q: 3 clusters Score -1.44814e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14481654.000000 Penalty: 5678.854492
	Iteration 13Q: 3 clusters Score -1.448165e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14481760.000000 Penalty: 5678.854492
	Iteration 14Q: 3 clusters Score -1.448176e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14481861.000000 Penalty: 5678.854492
	Iteration 15Q: 3 clusters Score -1.448186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14481899.000000 Penalty: 5678.854492
	Iteration 16Q: 3 clusters Score -1.44819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14481925.000000 Penalty: 5678.854492
	Iteration 17Q: 3 clusters Score -1.448192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14481945.000000 Penalty: 5678.854492
	Iteration 18Q: 3 clusters Score -1.448194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14481955.000000 Penalty: 5678.854492
	Iteration 19Q: 3 clusters Score -1.448196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14481958.000000 Penalty: 5678.854492
	Iteration 20F: 3 clusters Score -1.448196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14481962.000000 Penalty: 5678.854492
	Iteration 21Q: 3 clusters Score -1.448196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14481962.000000 Penalty: 5678.854492
	Iteration 22Q: 3 clusters Score -1.448196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14481992.000000 Penalty: 5678.854492
	Iteration 23Q: 3 clusters Score -1.448199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14481992.000000 Penalty: 5678.854492
	Iteration 24Q: 3 clusters Score -1.448199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14481995.000000 Penalty: 5678.854492
	Iteration 25Q: 3 clusters Score -1.4482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14482002.000000 Penalty: 5678.854492
	Iteration 26Q: 3 clusters Score -1.4482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14482002.000000 Penalty: 5678.854492
	Iteration 27F: 3 clusters Score -1.4482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -2970973.250000 Penalty: 2451.534912
	Iteration 0F: 2 clusters Score -2970973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2957036.000000 Penalty: 4903.069824
	Iteration 0F: 3 clusters Score -2957036 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2961587.000000 Penalty: 4903.069824
	Iteration 1F: 3 clusters Score -2961587 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2961995.500000 Penalty: 4903.069824
	Iteration 2F: 3 clusters Score -2961996 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2962321.000000 Penalty: 4903.069824
	Iteration 3Q: 3 clusters Score -2962321 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2962684.500000 Penalty: 4903.069824
	Iteration 4Q: 3 clusters Score -2962684 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2963209.500000 Penalty: 4903.069824
	Iteration 5Q: 3 clusters Score -2963210 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2964017.250000 Penalty: 4903.069824
	Iteration 6F: 3 clusters Score -2964017 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2965179.000000 Penalty: 4903.069824
	Iteration 7F: 3 clusters Score -2965179 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2966493.000000 Penalty: 4903.069824
	Iteration 8F: 3 clusters Score -2966493 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2967659.750000 Penalty: 4903.069824
	Iteration 9F: 3 clusters Score -2967660 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2968372.500000 Penalty: 4903.069824
	Iteration 10Q: 3 clusters Score -2968372 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2968821.750000 Penalty: 4903.069824
	Iteration 11Q: 3 clusters Score -2968822 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2969086.500000 Penalty: 4903.069824
	Iteration 12Q: 3 clusters Score -2969086 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2969246.500000 Penalty: 4903.069824
	Iteration 13Q: 3 clusters Score -2969246 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2969345.250000 Penalty: 4903.069824
	Iteration 14Q: 3 clusters Score -2969345 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2969399.250000 Penalty: 4903.069824
	Iteration 15Q: 3 clusters Score -2969399 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2969444.750000 Penalty: 4903.069824
	Iteration 16Q: 3 clusters Score -2969445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2969474.250000 Penalty: 4903.069824
	Iteration 17Q: 3 clusters Score -2969474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2969504.000000 Penalty: 4903.069824
	Iteration 18Q: 3 clusters Score -2969504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2969532.500000 Penalty: 4903.069824
	Iteration 19Q: 3 clusters Score -2969532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2969545.000000 Penalty: 4903.069824
	Iteration 20F: 3 clusters Score -2969545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2969556.750000 Penalty: 4903.069824
	Iteration 21Q: 3 clusters Score -2969557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2969564.500000 Penalty: 4903.069824
	Iteration 22Q: 3 clusters Score -2969564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2969572.250000 Penalty: 4903.069824
	Iteration 23Q: 3 clusters Score -2969572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2969573.500000 Penalty: 4903.069824
	Iteration 24Q: 3 clusters Score -2969574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2969581.750000 Penalty: 4903.069824
	Iteration 25Q: 3 clusters Score -2969582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2969582.750000 Penalty: 4903.069824
	Iteration 26Q: 3 clusters Score -2969583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2969585.500000 Penalty: 4903.069824
	Iteration 27Q: 3 clusters Score -2969586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2969589.750000 Penalty: 4903.069824
	Iteration 28Q: 3 clusters Score -2969590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2969592.250000 Penalty: 4903.069824
	Iteration 29Q: 3 clusters Score -2969592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2969591.500000 Penalty: 4903.069824
	Iteration 30Q: 3 clusters Score -2969592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2969589.500000 Penalty: 4903.069824
	Iteration 31Q: 3 clusters Score -2969590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2969591.750000 Penalty: 4903.069824
	Iteration 32Q: 3 clusters Score -2969592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2969594.750000 Penalty: 4903.069824
	Iteration 33Q: 3 clusters Score -2969595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2969597.000000 Penalty: 4903.069824
	Iteration 34Q: 3 clusters Score -2969597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2969594.250000 Penalty: 4903.069824
	Iteration 35Q: 3 clusters Score -2969594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2969596.250000 Penalty: 4903.069824
	Iteration 36Q: 3 clusters Score -2969596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2969597.000000 Penalty: 4903.069824
	Iteration 37Q: 3 clusters Score -2969597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2969602.250000 Penalty: 4903.069824
	Iteration 38Q: 3 clusters Score -2969602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2969600.250000 Penalty: 4903.069824
	Iteration 39Q: 3 clusters Score -2969600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2969599.750000 Penalty: 4903.069824
	Iteration 40F: 3 clusters Score -2969600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2969601.250000 Penalty: 4903.069824
	Iteration 41Q: 3 clusters Score -2969601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2969601.250000 Penalty: 4903.069824
	Iteration 42F: 3 clusters Score -2969601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -55320.871094 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -55320.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54365.417969 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -54365.42 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -54967.210938 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -54967.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55218.269531 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -55218.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -55381.289062 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -55381.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -55494.691406 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -55494.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -55584.863281 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -55584.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -55586.511719 Penalty: 3083.436523
	Iteration 6F: 3 clusters Score -55586.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -55626.234375 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -55626.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -55626.234375 Penalty: 3083.436523
	Iteration 8F: 3 clusters Score -55626.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 104375 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63260 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 79 members 
Entering Unmasked Estep 
Score: -137800944.000000 Penalty: 91921.562500
Splitting cluster 18 changes total score from -137802688.000000 to -137800944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Entering Unmasked Estep 
Score: -4329923.500000 Penalty: 2554.436523
	Iteration 0F: 2 clusters Score -4329924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4309516.000000 Penalty: 5108.873047
	Iteration 0F: 3 clusters Score -4309516 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4316699.000000 Penalty: 5108.873047
	Iteration 1F: 3 clusters Score -4316699 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4317120.000000 Penalty: 5108.873047
	Iteration 2Q: 3 clusters Score -4317120 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4317494.000000 Penalty: 5108.873047
	Iteration 3Q: 3 clusters Score -4317494 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4317817.500000 Penalty: 5108.873047
	Iteration 4Q: 3 clusters Score -4317818 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4318143.000000 Penalty: 5108.873047
	Iteration 5Q: 3 clusters Score -4318143 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4318428.000000 Penalty: 5108.873047
	Iteration 6Q: 3 clusters Score -4318428 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4318722.500000 Penalty: 5108.873047
	Iteration 7Q: 3 clusters Score -4318722 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4318975.500000 Penalty: 5108.873047
	Iteration 8Q: 3 clusters Score -4318976 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4319251.500000 Penalty: 5108.873047
	Iteration 9Q: 3 clusters Score -4319252 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4319531.000000 Penalty: 5108.873047
	Iteration 10Q: 3 clusters Score -4319531 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4319812.000000 Penalty: 5108.873047
	Iteration 11Q: 3 clusters Score -4319812 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4320081.500000 Penalty: 5108.873047
	Iteration 12Q: 3 clusters Score -4320082 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4320380.500000 Penalty: 5108.873047
	Iteration 13Q: 3 clusters Score -4320380 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4320710.500000 Penalty: 5108.873047
	Iteration 14Q: 3 clusters Score -4320710 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4321057.000000 Penalty: 5108.873047
	Iteration 15Q: 3 clusters Score -4321057 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4321461.500000 Penalty: 5108.873047
	Iteration 16Q: 3 clusters Score -4321462 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4321923.000000 Penalty: 5108.873047
	Iteration 17Q: 3 clusters Score -4321923 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4322386.500000 Penalty: 5108.873047
	Iteration 18Q: 3 clusters Score -4322386 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4322853.000000 Penalty: 5108.873047
	Iteration 19Q: 3 clusters Score -4322853 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4323243.500000 Penalty: 5108.873047
	Iteration 20F: 3 clusters Score -4323244 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4323578.500000 Penalty: 5108.873047
	Iteration 21Q: 3 clusters Score -4323578 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4323897.500000 Penalty: 5108.873047
	Iteration 22Q: 3 clusters Score -4323898 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4324097.500000 Penalty: 5108.873047
	Iteration 23Q: 3 clusters Score -4324098 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4324315.000000 Penalty: 5108.873047
	Iteration 24Q: 3 clusters Score -4324315 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4324497.000000 Penalty: 5108.873047
	Iteration 25Q: 3 clusters Score -4324497 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4324696.500000 Penalty: 5108.873047
	Iteration 26Q: 3 clusters Score -4324696 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4324911.000000 Penalty: 5108.873047
	Iteration 27Q: 3 clusters Score -4324911 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4325154.000000 Penalty: 5108.873047
	Iteration 28Q: 3 clusters Score -4325154 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4325401.000000 Penalty: 5108.873047
	Iteration 29Q: 3 clusters Score -4325401 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4325656.500000 Penalty: 5108.873047
	Iteration 30Q: 3 clusters Score -4325656 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4325906.500000 Penalty: 5108.873047
	Iteration 31Q: 3 clusters Score -4325906 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4326207.500000 Penalty: 5108.873047
	Iteration 32Q: 3 clusters Score -4326208 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4326473.500000 Penalty: 5108.873047
	Iteration 33Q: 3 clusters Score -4326474 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4326715.000000 Penalty: 5108.873047
	Iteration 34Q: 3 clusters Score -4326715 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4326918.500000 Penalty: 5108.873047
	Iteration 35Q: 3 clusters Score -4326918 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4327092.500000 Penalty: 5108.873047
	Iteration 36Q: 3 clusters Score -4327092 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4327227.000000 Penalty: 5108.873047
	Iteration 37Q: 3 clusters Score -4327227 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4327339.500000 Penalty: 5108.873047
	Iteration 38Q: 3 clusters Score -4327340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4327441.000000 Penalty: 5108.873047
	Iteration 39Q: 3 clusters Score -4327441 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4327534.000000 Penalty: 5108.873047
	Iteration 40F: 3 clusters Score -4327534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4327600.500000 Penalty: 5108.873047
	Iteration 41Q: 3 clusters Score -4327600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4327672.500000 Penalty: 5108.873047
	Iteration 42Q: 3 clusters Score -4327672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4327705.000000 Penalty: 5108.873047
	Iteration 43Q: 3 clusters Score -4327705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4327724.000000 Penalty: 5108.873047
	Iteration 44Q: 3 clusters Score -4327724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4327738.000000 Penalty: 5108.873047
	Iteration 45Q: 3 clusters Score -4327738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4327742.500000 Penalty: 5108.873047
	Iteration 46Q: 3 clusters Score -4327742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4327755.000000 Penalty: 5108.873047
	Iteration 47Q: 3 clusters Score -4327755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4327761.500000 Penalty: 5108.873047
	Iteration 48Q: 3 clusters Score -4327762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4327765.500000 Penalty: 5108.873047
	Iteration 49Q: 3 clusters Score -4327766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4327771.500000 Penalty: 5108.873047
	Iteration 50Q: 3 clusters Score -4327772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4327771.500000 Penalty: 5108.873047
	Iteration 51Q: 3 clusters Score -4327772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4327774.000000 Penalty: 5108.873047
	Iteration 52Q: 3 clusters Score -4327774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4327774.000000 Penalty: 5108.873047
	Iteration 53F: 3 clusters Score -4327774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -463063.031250 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -463063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -459586.625000 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -459586.6 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -460418.187500 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -460418.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -460673.718750 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -460673.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -460896.593750 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -460896.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -461123.343750 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -461123.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -461372.125000 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -461372.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -461685.500000 Penalty: 4028.106934
	Iteration 6F: 3 clusters Score -461685.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -462023.125000 Penalty: 4028.106934
	Iteration 7F: 3 clusters Score -462023.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462260.500000 Penalty: 4028.106934
	Iteration 8F: 3 clusters Score -462260.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -462363.593750 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -462363.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -462444.156250 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -462444.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -462489.718750 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -462489.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -462521.593750 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -462521.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -462563.593750 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -462563.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -462600.406250 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -462600.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -462632.562500 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -462632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -462659.937500 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -462659.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -462673.750000 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -462673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -462684.562500 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -462684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -462691.187500 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -462691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -462695.062500 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -462695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -462697.906250 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -462697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -462701.250000 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -462701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -462703.625000 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -462703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -462704.875000 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -462704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462705.375000 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -462705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -462705.687500 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -462705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462706.156250 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -462706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462706.156250 Penalty: 4028.106934
	Iteration 28F: 3 clusters Score -462706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -1668915.250000 Penalty: 2302.169189
	Iteration 0F: 2 clusters Score -1668915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1660755.000000 Penalty: 4604.338379
	Iteration 0F: 3 clusters Score -1660755 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1663140.750000 Penalty: 4604.338379
	Iteration 1F: 3 clusters Score -1663141 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1663419.625000 Penalty: 4604.338379
	Iteration 2F: 3 clusters Score -1663420 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1663644.625000 Penalty: 4604.338379
	Iteration 3F: 3 clusters Score -1663645 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1663814.625000 Penalty: 4604.338379
	Iteration 4Q: 3 clusters Score -1663815 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1663962.500000 Penalty: 4604.338379
	Iteration 5Q: 3 clusters Score -1663962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1664086.875000 Penalty: 4604.338379
	Iteration 6Q: 3 clusters Score -1664087 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1664201.000000 Penalty: 4604.338379
	Iteration 7Q: 3 clusters Score -1664201 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1664324.000000 Penalty: 4604.338379
	Iteration 8Q: 3 clusters Score -1664324 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1664473.000000 Penalty: 4604.338379
	Iteration 9Q: 3 clusters Score -1664473 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1664645.875000 Penalty: 4604.338379
	Iteration 10Q: 3 clusters Score -1664646 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1664877.500000 Penalty: 4604.338379
	Iteration 11Q: 3 clusters Score -1664878 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1665145.125000 Penalty: 4604.338379
	Iteration 12Q: 3 clusters Score -1665145 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1665438.875000 Penalty: 4604.338379
	Iteration 13Q: 3 clusters Score -1665439 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1665753.500000 Penalty: 4604.338379
	Iteration 14Q: 3 clusters Score -1665754 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1666037.875000 Penalty: 4604.338379
	Iteration 15Q: 3 clusters Score -1666038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1666298.250000 Penalty: 4604.338379
	Iteration 16Q: 3 clusters Score -1666298 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1666488.625000 Penalty: 4604.338379
	Iteration 17Q: 3 clusters Score -1666489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1666611.375000 Penalty: 4604.338379
	Iteration 18Q: 3 clusters Score -1666611 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1666705.250000 Penalty: 4604.338379
	Iteration 19Q: 3 clusters Score -1666705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1666748.625000 Penalty: 4604.338379
	Iteration 20F: 3 clusters Score -1666749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1666790.625000 Penalty: 4604.338379
	Iteration 21Q: 3 clusters Score -1666791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1666825.000000 Penalty: 4604.338379
	Iteration 22Q: 3 clusters Score -1666825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1666843.875000 Penalty: 4604.338379
	Iteration 23Q: 3 clusters Score -1666844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1666858.000000 Penalty: 4604.338379
	Iteration 24Q: 3 clusters Score -1666858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1666862.875000 Penalty: 4604.338379
	Iteration 25Q: 3 clusters Score -1666863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1666869.500000 Penalty: 4604.338379
	Iteration 26Q: 3 clusters Score -1666870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1666877.375000 Penalty: 4604.338379
	Iteration 27Q: 3 clusters Score -1666877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1666883.250000 Penalty: 4604.338379
	Iteration 28Q: 3 clusters Score -1666883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1666884.875000 Penalty: 4604.338379
	Iteration 29Q: 3 clusters Score -1666885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1666889.500000 Penalty: 4604.338379
	Iteration 30Q: 3 clusters Score -1666890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1666896.750000 Penalty: 4604.338379
	Iteration 31Q: 3 clusters Score -1666897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1666899.750000 Penalty: 4604.338379
	Iteration 32Q: 3 clusters Score -1666900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1666902.500000 Penalty: 4604.338379
	Iteration 33Q: 3 clusters Score -1666902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1666906.000000 Penalty: 4604.338379
	Iteration 34Q: 3 clusters Score -1666906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1666904.875000 Penalty: 4604.338379
	Iteration 35Q: 3 clusters Score -1666905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1666904.875000 Penalty: 4604.338379
	Iteration 36F: 3 clusters Score -1666905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Entering Unmasked Estep 
Score: -6469723.000000 Penalty: 2638.406494
	Iteration 0F: 2 clusters Score -6469723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -6441592.000000 Penalty: 5276.812988
	Iteration 0F: 3 clusters Score -6441592 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -6451865.500000 Penalty: 5276.812988
	Iteration 1F: 3 clusters Score -6451866 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -6452285.000000 Penalty: 5276.812988
	Iteration 2Q: 3 clusters Score -6452285 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -6452658.500000 Penalty: 5276.812988
	Iteration 3Q: 3 clusters Score -6452658 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -6453008.500000 Penalty: 5276.812988
	Iteration 4Q: 3 clusters Score -6453008 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6453293.500000 Penalty: 5276.812988
	Iteration 5Q: 3 clusters Score -6453294 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -6453734.500000 Penalty: 5276.812988
	Iteration 6Q: 3 clusters Score -6453734 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6454283.000000 Penalty: 5276.812988
	Iteration 7Q: 3 clusters Score -6454283 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -6455223.500000 Penalty: 5276.812988
	Iteration 8Q: 3 clusters Score -6455224 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6456676.500000 Penalty: 5276.812988
	Iteration 9F: 3 clusters Score -6456676 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -6458725.500000 Penalty: 5276.812988
	Iteration 10F: 3 clusters Score -6458726 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -6461268.500000 Penalty: 5276.812988
	Iteration 11F: 3 clusters Score -6461268 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6463730.000000 Penalty: 5276.812988
	Iteration 12F: 3 clusters Score -6463730 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6465460.500000 Penalty: 5276.812988
	Iteration 13Q: 3 clusters Score -6465460 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6466332.000000 Penalty: 5276.812988
	Iteration 14Q: 3 clusters Score -6466332 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6466767.000000 Penalty: 5276.812988
	Iteration 15Q: 3 clusters Score -6466767 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6467016.500000 Penalty: 5276.812988
	Iteration 16Q: 3 clusters Score -6467016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6467193.000000 Penalty: 5276.812988
	Iteration 17Q: 3 clusters Score -6467193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6467293.500000 Penalty: 5276.812988
	Iteration 18Q: 3 clusters Score -6467294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6467354.500000 Penalty: 5276.812988
	Iteration 19Q: 3 clusters Score -6467354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6467386.500000 Penalty: 5276.812988
	Iteration 20F: 3 clusters Score -6467386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6467403.000000 Penalty: 5276.812988
	Iteration 21Q: 3 clusters Score -6467403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6467415.000000 Penalty: 5276.812988
	Iteration 22Q: 3 clusters Score -6467415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6467420.000000 Penalty: 5276.812988
	Iteration 23Q: 3 clusters Score -6467420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6467428.000000 Penalty: 5276.812988
	Iteration 24Q: 3 clusters Score -6467428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6467446.000000 Penalty: 5276.812988
	Iteration 25Q: 3 clusters Score -6467446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6467456.500000 Penalty: 5276.812988
	Iteration 26Q: 3 clusters Score -6467456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6467455.000000 Penalty: 5276.812988
	Iteration 27Q: 3 clusters Score -6467455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6467456.500000 Penalty: 5276.812988
	Iteration 28Q: 3 clusters Score -6467456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6467455.500000 Penalty: 5276.812988
	Iteration 29Q: 3 clusters Score -6467456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6467460.500000 Penalty: 5276.812988
	Iteration 30Q: 3 clusters Score -6467460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6467462.000000 Penalty: 5276.812988
	Iteration 31Q: 3 clusters Score -6467462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6467458.500000 Penalty: 5276.812988
	Iteration 32Q: 3 clusters Score -6467458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6467460.500000 Penalty: 5276.812988
	Iteration 33Q: 3 clusters Score -6467460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6467460.500000 Penalty: 5276.812988
	Iteration 34F: 3 clusters Score -6467460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Entering Unmasked Estep 
Score: -9342026.000000 Penalty: 2727.804688
	Iteration 0F: 2 clusters Score -9342026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -9302059.000000 Penalty: 5455.609375
	Iteration 0F: 3 clusters Score -9302059 nChanged 27805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -9317607.000000 Penalty: 5455.609375
	Iteration 1F: 3 clusters Score -9317607 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -9318281.000000 Penalty: 5455.609375
	Iteration 2Q: 3 clusters Score -9318281 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -9319077.000000 Penalty: 5455.609375
	Iteration 3Q: 3 clusters Score -9319077 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9320232.000000 Penalty: 5455.609375
	Iteration 4Q: 3 clusters Score -9320232 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -9322117.000000 Penalty: 5455.609375
	Iteration 5F: 3 clusters Score -9322117 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -9325056.000000 Penalty: 5455.609375
	Iteration 6F: 3 clusters Score -9325056 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -9329112.000000 Penalty: 5455.609375
	Iteration 7F: 3 clusters Score -9329112 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -9333396.000000 Penalty: 5455.609375
	Iteration 8F: 3 clusters Score -9333396 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -9336635.000000 Penalty: 5455.609375
	Iteration 9F: 3 clusters Score -9336635 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -9338374.000000 Penalty: 5455.609375
	Iteration 10Q: 3 clusters Score -9338374 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -9339037.000000 Penalty: 5455.609375
	Iteration 11Q: 3 clusters Score -9339037 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -9339339.000000 Penalty: 5455.609375
	Iteration 12Q: 3 clusters Score -9339339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -9339447.000000 Penalty: 5455.609375
	Iteration 13Q: 3 clusters Score -9339447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -9339517.000000 Penalty: 5455.609375
	Iteration 14Q: 3 clusters Score -9339517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -9339569.000000 Penalty: 5455.609375
	Iteration 15Q: 3 clusters Score -9339569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -9339586.000000 Penalty: 5455.609375
	Iteration 16Q: 3 clusters Score -9339586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -9339616.000000 Penalty: 5455.609375
	Iteration 17Q: 3 clusters Score -9339616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -9339621.000000 Penalty: 5455.609375
	Iteration 18Q: 3 clusters Score -9339621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -9339644.000000 Penalty: 5455.609375
	Iteration 19Q: 3 clusters Score -9339644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -9339640.000000 Penalty: 5455.609375
	Iteration 20F: 3 clusters Score -9339640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -9339656.000000 Penalty: 5455.609375
	Iteration 21Q: 3 clusters Score -9339656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -9339658.000000 Penalty: 5455.609375
	Iteration 22Q: 3 clusters Score -9339658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -9339658.000000 Penalty: 5455.609375
	Iteration 23F: 3 clusters Score -9339658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Entering Unmasked Estep 
Score: -9733080.000000 Penalty: 2741.642090
	Iteration 0F: 2 clusters Score -9733080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -9690814.000000 Penalty: 5483.284180
	Iteration 0F: 3 clusters Score -9690814 nChanged 29398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9707379.000000 Penalty: 5483.284180
	Iteration 1F: 3 clusters Score -9707379 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -9708574.000000 Penalty: 5483.284180
	Iteration 2Q: 3 clusters Score -9708574 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -9710544.000000 Penalty: 5483.284180
	Iteration 3F: 3 clusters Score -9710544 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9714023.000000 Penalty: 5483.284180
	Iteration 4F: 3 clusters Score -9714023 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -9719025.000000 Penalty: 5483.284180
	Iteration 5F: 3 clusters Score -9719025 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -9724147.000000 Penalty: 5483.284180
	Iteration 6F: 3 clusters Score -9724147 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -9727674.000000 Penalty: 5483.284180
	Iteration 7F: 3 clusters Score -9727674 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -9729403.000000 Penalty: 5483.284180
	Iteration 8Q: 3 clusters Score -9729403 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9730144.000000 Penalty: 5483.284180
	Iteration 9Q: 3 clusters Score -9730144 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -9730519.000000 Penalty: 5483.284180
	Iteration 10Q: 3 clusters Score -9730519 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -9730667.000000 Penalty: 5483.284180
	Iteration 11Q: 3 clusters Score -9730667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -9730764.000000 Penalty: 5483.284180
	Iteration 12Q: 3 clusters Score -9730764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -9730794.000000 Penalty: 5483.284180
	Iteration 13Q: 3 clusters Score -9730794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -9730813.000000 Penalty: 5483.284180
	Iteration 14Q: 3 clusters Score -9730813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -9730833.000000 Penalty: 5483.284180
	Iteration 15Q: 3 clusters Score -9730833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -9730860.000000 Penalty: 5483.284180
	Iteration 16Q: 3 clusters Score -9730860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -9730862.000000 Penalty: 5483.284180
	Iteration 17Q: 3 clusters Score -9730862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -9730871.000000 Penalty: 5483.284180
	Iteration 18Q: 3 clusters Score -9730871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -9730879.000000 Penalty: 5483.284180
	Iteration 19Q: 3 clusters Score -9730879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -9730877.000000 Penalty: 5483.284180
	Iteration 20F: 3 clusters Score -9730877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -9730877.000000 Penalty: 5483.284180
	Iteration 21Q: 3 clusters Score -9730877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -9730876.000000 Penalty: 5483.284180
	Iteration 22Q: 3 clusters Score -9730876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -9730876.000000 Penalty: 5483.284180
	Iteration 23F: 3 clusters Score -9730876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Entering Unmasked Estep 
Score: -15716910.000000 Penalty: 2858.602051
	Iteration 0F: 2 clusters Score -1.571691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -15652987.000000 Penalty: 5717.204102
	Iteration 0F: 3 clusters Score -1.565299e+07 nChanged 48155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -15680589.000000 Penalty: 5717.204102
	Iteration 1F: 3 clusters Score -1.568059e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -15681506.000000 Penalty: 5717.204102
	Iteration 2Q: 3 clusters Score -1.568151e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -15682649.000000 Penalty: 5717.204102
	Iteration 3Q: 3 clusters Score -1.568265e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -15684066.000000 Penalty: 5717.204102
	Iteration 4Q: 3 clusters Score -1.568407e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -15686251.000000 Penalty: 5717.204102
	Iteration 5Q: 3 clusters Score -1.568625e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -15689335.000000 Penalty: 5717.204102
	Iteration 6F: 3 clusters Score -1.568934e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -15693229.000000 Penalty: 5717.204102
	Iteration 7F: 3 clusters Score -1.569323e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -15697926.000000 Penalty: 5717.204102
	Iteration 8F: 3 clusters Score -1.569793e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -15701719.000000 Penalty: 5717.204102
	Iteration 9F: 3 clusters Score -1.570172e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -15704086.000000 Penalty: 5717.204102
	Iteration 10Q: 3 clusters Score -1.570409e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -15705314.000000 Penalty: 5717.204102
	Iteration 11Q: 3 clusters Score -1.570531e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -15706090.000000 Penalty: 5717.204102
	Iteration 12Q: 3 clusters Score -1.570609e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -15706555.000000 Penalty: 5717.204102
	Iteration 13Q: 3 clusters Score -1.570656e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -15707006.000000 Penalty: 5717.204102
	Iteration 14Q: 3 clusters Score -1.570701e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -15707460.000000 Penalty: 5717.204102
	Iteration 15Q: 3 clusters Score -1.570746e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -15707875.000000 Penalty: 5717.204102
	Iteration 16Q: 3 clusters Score -1.570788e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -15708246.000000 Penalty: 5717.204102
	Iteration 17Q: 3 clusters Score -1.570825e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -15708733.000000 Penalty: 5717.204102
	Iteration 18Q: 3 clusters Score -1.570873e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -15709094.000000 Penalty: 5717.204102
	Iteration 19Q: 3 clusters Score -1.570909e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -15709374.000000 Penalty: 5717.204102
	Iteration 20F: 3 clusters Score -1.570937e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -15709652.000000 Penalty: 5717.204102
	Iteration 21Q: 3 clusters Score -1.570965e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -15709886.000000 Penalty: 5717.204102
	Iteration 22Q: 3 clusters Score -1.570989e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -15710175.000000 Penalty: 5717.204102
	Iteration 23Q: 3 clusters Score -1.571018e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -15710440.000000 Penalty: 5717.204102
	Iteration 24Q: 3 clusters Score -1.571044e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -15710750.000000 Penalty: 5717.204102
	Iteration 25Q: 3 clusters Score -1.571075e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -15710991.000000 Penalty: 5717.204102
	Iteration 26Q: 3 clusters Score -1.571099e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -15711223.000000 Penalty: 5717.204102
	Iteration 27Q: 3 clusters Score -1.571122e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -15711387.000000 Penalty: 5717.204102
	Iteration 28Q: 3 clusters Score -1.571139e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -15711636.000000 Penalty: 5717.204102
	Iteration 29Q: 3 clusters Score -1.571164e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -15711916.000000 Penalty: 5717.204102
	Iteration 30Q: 3 clusters Score -1.571192e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -15712104.000000 Penalty: 5717.204102
	Iteration 31Q: 3 clusters Score -1.57121e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -15712300.000000 Penalty: 5717.204102
	Iteration 32Q: 3 clusters Score -1.57123e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -15712581.000000 Penalty: 5717.204102
	Iteration 33Q: 3 clusters Score -1.571258e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -15712766.000000 Penalty: 5717.204102
	Iteration 34Q: 3 clusters Score -1.571277e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -15713014.000000 Penalty: 5717.204102
	Iteration 35Q: 3 clusters Score -1.571301e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -15713092.000000 Penalty: 5717.204102
	Iteration 36Q: 3 clusters Score -1.571309e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -15713263.000000 Penalty: 5717.204102
	Iteration 37Q: 3 clusters Score -1.571326e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -15713406.000000 Penalty: 5717.204102
	Iteration 38Q: 3 clusters Score -1.571341e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -15713492.000000 Penalty: 5717.204102
	Iteration 39Q: 3 clusters Score -1.571349e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -15713605.000000 Penalty: 5717.204102
	Iteration 40F: 3 clusters Score -1.57136e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -15713654.000000 Penalty: 5717.204102
	Iteration 41Q: 3 clusters Score -1.571365e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -15713756.000000 Penalty: 5717.204102
	Iteration 42Q: 3 clusters Score -1.571376e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -15713805.000000 Penalty: 5717.204102
	Iteration 43Q: 3 clusters Score -1.57138e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -15713869.000000 Penalty: 5717.204102
	Iteration 44Q: 3 clusters Score -1.571387e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -15713937.000000 Penalty: 5717.204102
	Iteration 45Q: 3 clusters Score -1.571394e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -15713984.000000 Penalty: 5717.204102
	Iteration 46Q: 3 clusters Score -1.571398e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -15714107.000000 Penalty: 5717.204102
	Iteration 47Q: 3 clusters Score -1.571411e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -15714116.000000 Penalty: 5717.204102
	Iteration 48Q: 3 clusters Score -1.571412e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -15714185.000000 Penalty: 5717.204102
	Iteration 49Q: 3 clusters Score -1.571418e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 98676 members 
Entering Unmasked Estep 
Score: -15714234.000000 Penalty: 5717.204102
	Iteration 50Q: 3 clusters Score -1.571423e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -15714279.000000 Penalty: 5717.204102
	Iteration 51Q: 3 clusters Score -1.571428e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -15714303.000000 Penalty: 5717.204102
	Iteration 52Q: 3 clusters Score -1.57143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -15714308.000000 Penalty: 5717.204102
	Iteration 53Q: 3 clusters Score -1.571431e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -15714372.000000 Penalty: 5717.204102
	Iteration 54Q: 3 clusters Score -1.571437e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -15714383.000000 Penalty: 5717.204102
	Iteration 55Q: 3 clusters Score -1.571438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -15714393.000000 Penalty: 5717.204102
	Iteration 56Q: 3 clusters Score -1.571439e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -15714405.000000 Penalty: 5717.204102
	Iteration 57Q: 3 clusters Score -1.57144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -15714436.000000 Penalty: 5717.204102
	Iteration 58Q: 3 clusters Score -1.571444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 99438 members 
Entering Unmasked Estep 
Score: -15714424.000000 Penalty: 5717.204102
	Iteration 59Q: 3 clusters Score -1.571442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -15714437.000000 Penalty: 5717.204102
	Iteration 60F: 3 clusters Score -1.571444e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -15714438.000000 Penalty: 5717.204102
	Iteration 61Q: 3 clusters Score -1.571444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -15714458.000000 Penalty: 5717.204102
	Iteration 62Q: 3 clusters Score -1.571446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -15714449.000000 Penalty: 5717.204102
	Iteration 63Q: 3 clusters Score -1.571445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -15714457.000000 Penalty: 5717.204102
	Iteration 64Q: 3 clusters Score -1.571446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -15714471.000000 Penalty: 5717.204102
	Iteration 65Q: 3 clusters Score -1.571447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -15714476.000000 Penalty: 5717.204102
	Iteration 66Q: 3 clusters Score -1.571448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -15714485.000000 Penalty: 5717.204102
	Iteration 67Q: 3 clusters Score -1.571448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -15714487.000000 Penalty: 5717.204102
	Iteration 68Q: 3 clusters Score -1.571449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -15714490.000000 Penalty: 5717.204102
	Iteration 69Q: 3 clusters Score -1.571449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -15714500.000000 Penalty: 5717.204102
	Iteration 70Q: 3 clusters Score -1.57145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -15714506.000000 Penalty: 5717.204102
	Iteration 71Q: 3 clusters Score -1.571451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -15714507.000000 Penalty: 5717.204102
	Iteration 72Q: 3 clusters Score -1.571451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -15714513.000000 Penalty: 5717.204102
	Iteration 73Q: 3 clusters Score -1.571451e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -15714535.000000 Penalty: 5717.204102
	Iteration 74Q: 3 clusters Score -1.571454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -15714547.000000 Penalty: 5717.204102
	Iteration 75Q: 3 clusters Score -1.571455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -15714571.000000 Penalty: 5717.204102
	Iteration 76Q: 3 clusters Score -1.571457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -15714570.000000 Penalty: 5717.204102
	Iteration 77Q: 3 clusters Score -1.571457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -15714578.000000 Penalty: 5717.204102
	Iteration 78Q: 3 clusters Score -1.571458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -15714563.000000 Penalty: 5717.204102
	Iteration 79Q: 3 clusters Score -1.571456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -15714570.000000 Penalty: 5717.204102
	Iteration 80F: 3 clusters Score -1.571457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -15714579.000000 Penalty: 5717.204102
	Iteration 81Q: 3 clusters Score -1.571458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -15714589.000000 Penalty: 5717.204102
	Iteration 82Q: 3 clusters Score -1.571459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -15714590.000000 Penalty: 5717.204102
	Iteration 83Q: 3 clusters Score -1.571459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -15714587.000000 Penalty: 5717.204102
	Iteration 84Q: 3 clusters Score -1.571459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -15714581.000000 Penalty: 5717.204102
	Iteration 85Q: 3 clusters Score -1.571458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -15714584.000000 Penalty: 5717.204102
	Iteration 86Q: 3 clusters Score -1.571458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -15714587.000000 Penalty: 5717.204102
	Iteration 87Q: 3 clusters Score -1.571459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -15714597.000000 Penalty: 5717.204102
	Iteration 88Q: 3 clusters Score -1.57146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15714599.000000 Penalty: 5717.204102
	Iteration 89Q: 3 clusters Score -1.57146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -15714617.000000 Penalty: 5717.204102
	Iteration 90Q: 3 clusters Score -1.571462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -15714602.000000 Penalty: 5717.204102
	Iteration 91Q: 3 clusters Score -1.57146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -15714599.000000 Penalty: 5717.204102
	Iteration 92Q: 3 clusters Score -1.57146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -15714598.000000 Penalty: 5717.204102
	Iteration 93Q: 3 clusters Score -1.57146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -15714605.000000 Penalty: 5717.204102
	Iteration 94Q: 3 clusters Score -1.57146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -15714605.000000 Penalty: 5717.204102
	Iteration 95Q: 3 clusters Score -1.57146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -15714597.000000 Penalty: 5717.204102
	Iteration 96Q: 3 clusters Score -1.57146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -15714601.000000 Penalty: 5717.204102
	Iteration 97Q: 3 clusters Score -1.57146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -15714606.000000 Penalty: 5717.204102
	Iteration 98Q: 3 clusters Score -1.571461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -15714600.000000 Penalty: 5717.204102
	Iteration 99Q: 3 clusters Score -1.57146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -15714612.000000 Penalty: 5717.204102
	Iteration 100F: 3 clusters Score -1.571461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -150599.687500 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150599.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -151025.968750 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -151026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -151185.578125 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151185.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -151300.593750 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -151300.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -151442.468750 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -151442.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -151614.703125 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -151614.7 nChanged 49
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: -151804.296875 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -151804.3 nChanged 48
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: -151949.531250 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -151949.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -152076.218750 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -152076.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -152182.140625 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -152182.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152311.640625 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -152311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152367.078125 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -152367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152385.328125 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -152385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152399.203125 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -152399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152404.609375 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -152404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -152406.546875 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -152406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152407.125000 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -152407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152407.687500 Penalty: 3474.421387
	Iteration 17F: 3 clusters Score -152407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -152409.890625 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -152409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -152411.921875 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -152411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152413.171875 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -152413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152414.687500 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -152414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152414.687500 Penalty: 3474.421387
	Iteration 22F: 3 clusters Score -152414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 104375 members 
Mstep: Class 3 contains 101969 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 41720 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63260 members 
Mstep: Class 25 contains 101379 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802448.000000 Penalty: 88517.062500
Iteration 279Q: 27 clusters Score -1.378024e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 104372 members 
Mstep: Class 3 contains 101978 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33159 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54918 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106227 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93849 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41715 members 
Mstep: Class 23 contains 59829 members 
Mstep: Class 24 contains 63251 members 
Mstep: Class 25 contains 101385 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802512.000000 Penalty: 88517.062500
Iteration 280F: 27 clusters Score -1.378025e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 104378 members 
Mstep: Class 3 contains 101990 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33155 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106230 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93854 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29736 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10750 members 
Mstep: Class 22 contains 41714 members 
Mstep: Class 23 contains 59826 members 
Mstep: Class 24 contains 63241 members 
Mstep: Class 25 contains 101393 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802464.000000 Penalty: 88517.062500
Iteration 281Q: 27 clusters Score -1.378025e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104379 members 
Mstep: Class 3 contains 101993 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106235 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93859 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29736 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41705 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 63235 members 
Mstep: Class 25 contains 101394 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802560.000000 Penalty: 88517.062500
Iteration 282Q: 27 clusters Score -1.378026e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 104382 members 
Mstep: Class 3 contains 101983 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106240 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93865 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29736 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41701 members 
Mstep: Class 23 contains 59828 members 
Mstep: Class 24 contains 63239 members 
Mstep: Class 25 contains 101397 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802576.000000 Penalty: 88517.062500
Iteration 283Q: 27 clusters Score -1.378026e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 104400 members 
Mstep: Class 3 contains 101972 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33152 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106246 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93871 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10750 members 
Mstep: Class 22 contains 41697 members 
Mstep: Class 23 contains 59828 members 
Mstep: Class 24 contains 63232 members 
Mstep: Class 25 contains 101398 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802528.000000 Penalty: 88517.062500
Iteration 284Q: 27 clusters Score -1.378025e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 104414 members 
Mstep: Class 3 contains 101953 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33152 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54913 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106260 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93867 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 63227 members 
Mstep: Class 25 contains 101399 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802512.000000 Penalty: 88517.062500
Iteration 285Q: 27 clusters Score -1.378025e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 104419 members 
Mstep: Class 3 contains 101959 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93858 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29739 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10750 members 
Mstep: Class 22 contains 41687 members 
Mstep: Class 23 contains 59832 members 
Mstep: Class 24 contains 63219 members 
Mstep: Class 25 contains 101406 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 286Q: 27 clusters Score -1.378027e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 104428 members 
Mstep: Class 3 contains 101944 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106255 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93860 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41687 members 
Mstep: Class 23 contains 59830 members 
Mstep: Class 24 contains 63217 members 
Mstep: Class 25 contains 101419 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 287Q: 27 clusters Score -1.378027e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 104435 members 
Mstep: Class 3 contains 101937 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33151 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106257 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93855 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 63218 members 
Mstep: Class 25 contains 101421 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 288Q: 27 clusters Score -1.378027e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 104447 members 
Mstep: Class 3 contains 101926 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33152 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106262 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 41683 members 
Mstep: Class 23 contains 59829 members 
Mstep: Class 24 contains 63210 members 
Mstep: Class 25 contains 101420 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 289Q: 27 clusters Score -1.378027e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 104471 members 
Mstep: Class 3 contains 101897 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33151 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106276 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29737 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63205 members 
Mstep: Class 25 contains 101421 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 290Q: 27 clusters Score -1.378027e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 104484 members 
Mstep: Class 3 contains 101889 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54908 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106290 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93848 members 
Mstep: Class 17 contains 19636 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29739 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 41682 members 
Mstep: Class 23 contains 59826 members 
Mstep: Class 24 contains 63200 members 
Mstep: Class 25 contains 101417 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 291Q: 27 clusters Score -1.378027e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 104483 members 
Mstep: Class 3 contains 101884 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33151 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54909 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106295 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93852 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 41680 members 
Mstep: Class 23 contains 59824 members 
Mstep: Class 24 contains 63196 members 
Mstep: Class 25 contains 101422 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 292Q: 27 clusters Score -1.378026e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 104494 members 
Mstep: Class 3 contains 101875 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33151 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54909 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106293 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93852 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29740 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 59823 members 
Mstep: Class 24 contains 63191 members 
Mstep: Class 25 contains 101425 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 88517.062500
Iteration 293Q: 27 clusters Score -1.378027e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 104492 members 
Mstep: Class 3 contains 101889 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33152 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106290 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93845 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29741 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 22 contains 41679 members 
Mstep: Class 23 contains 59825 members 
Mstep: Class 24 contains 63184 members 
Mstep: Class 25 contains 101433 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802544.000000 Penalty: 88517.062500
Iteration 294Q: 27 clusters Score -1.378025e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 104490 members 
Mstep: Class 3 contains 101898 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54910 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 106294 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93842 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29741 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10745 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 59826 members 
Mstep: Class 24 contains 63183 members 
Mstep: Class 25 contains 101437 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802544.000000 Penalty: 88517.062500
Iteration 295Q: 27 clusters Score -1.378025e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 104499 members 
Mstep: Class 3 contains 101886 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54910 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 106314 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29742 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 59825 members 
Mstep: Class 24 contains 63176 members 
Mstep: Class 25 contains 101439 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802592.000000 Penalty: 88517.062500
Iteration 296Q: 27 clusters Score -1.378026e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 104506 members 
Mstep: Class 3 contains 101875 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33160 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106331 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93825 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29744 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 41663 members 
Mstep: Class 23 contains 59825 members 
Mstep: Class 24 contains 63174 members 
Mstep: Class 25 contains 101441 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802560.000000 Penalty: 88517.062500
Iteration 297Q: 27 clusters Score -1.378026e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 104519 members 
Mstep: Class 3 contains 101865 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33167 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54916 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106332 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93819 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29744 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 59829 members 
Mstep: Class 24 contains 63172 members 
Mstep: Class 25 contains 101441 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802592.000000 Penalty: 88517.062500
Iteration 298Q: 27 clusters Score -1.378026e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 104526 members 
Mstep: Class 3 contains 101853 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33170 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106351 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93830 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10743 members 
Mstep: Class 22 contains 41648 members 
Mstep: Class 23 contains 59830 members 
Mstep: Class 24 contains 63165 members 
Mstep: Class 25 contains 101431 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 299Q: 27 clusters Score -1.378027e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 104537 members 
Mstep: Class 3 contains 101848 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33166 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106355 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93831 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29744 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 41651 members 
Mstep: Class 23 contains 59834 members 
Mstep: Class 24 contains 63168 members 
Mstep: Class 25 contains 101424 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 300F: 27 clusters Score -1.378028e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 101838 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 33165 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106362 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93830 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10739 members 
Mstep: Class 22 contains 41647 members 
Mstep: Class 23 contains 59836 members 
Mstep: Class 24 contains 63163 members 
Mstep: Class 25 contains 101421 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 301Q: 27 clusters Score -1.378028e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 104547 members 
Mstep: Class 3 contains 101828 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 33168 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106377 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93831 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10736 members 
Mstep: Class 22 contains 41644 members 
Mstep: Class 23 contains 59843 members 
Mstep: Class 24 contains 63155 members 
Mstep: Class 25 contains 101418 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 302Q: 27 clusters Score -1.378028e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 104553 members 
Mstep: Class 3 contains 101824 members 
Mstep: Class 4 contains 46765 members 
Mstep: Class 5 contains 33172 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106379 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93832 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29746 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10734 members 
Mstep: Class 22 contains 41638 members 
Mstep: Class 23 contains 59844 members 
Mstep: Class 24 contains 63152 members 
Mstep: Class 25 contains 101415 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 303Q: 27 clusters Score -1.378028e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 104556 members 
Mstep: Class 3 contains 101804 members 
Mstep: Class 4 contains 46766 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106393 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 19638 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29748 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10732 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 59847 members 
Mstep: Class 24 contains 63150 members 
Mstep: Class 25 contains 101414 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802880.000000 Penalty: 88517.062500
Iteration 304Q: 27 clusters Score -1.378029e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 104560 members 
Mstep: Class 3 contains 101782 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33177 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106396 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29745 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10727 members 
Mstep: Class 22 contains 41636 members 
Mstep: Class 23 contains 59848 members 
Mstep: Class 24 contains 63150 members 
Mstep: Class 25 contains 101418 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 305Q: 27 clusters Score -1.378028e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 104569 members 
Mstep: Class 3 contains 101766 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106403 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93855 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29745 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10727 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 59845 members 
Mstep: Class 24 contains 63149 members 
Mstep: Class 25 contains 101422 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802784.000000 Penalty: 88517.062500
Iteration 306Q: 27 clusters Score -1.378028e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 104575 members 
Mstep: Class 3 contains 101757 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33177 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54912 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106419 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93856 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10725 members 
Mstep: Class 22 contains 41625 members 
Mstep: Class 23 contains 59843 members 
Mstep: Class 24 contains 63150 members 
Mstep: Class 25 contains 101419 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802912.000000 Penalty: 88517.062500
Iteration 307Q: 27 clusters Score -1.378029e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 104585 members 
Mstep: Class 3 contains 101750 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54910 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106424 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93853 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10723 members 
Mstep: Class 22 contains 41623 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63151 members 
Mstep: Class 25 contains 101423 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 308Q: 27 clusters Score -1.37803e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 104593 members 
Mstep: Class 3 contains 101742 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54909 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106436 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93848 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29750 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10720 members 
Mstep: Class 22 contains 41614 members 
Mstep: Class 23 contains 59841 members 
Mstep: Class 24 contains 63149 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 309Q: 27 clusters Score -1.378029e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 101750 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54903 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106445 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93847 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29750 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10716 members 
Mstep: Class 22 contains 41608 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63147 members 
Mstep: Class 25 contains 101424 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 310Q: 27 clusters Score -1.378028e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 104606 members 
Mstep: Class 3 contains 101742 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54897 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106454 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93853 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29751 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10714 members 
Mstep: Class 22 contains 41599 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63142 members 
Mstep: Class 25 contains 101426 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 88517.062500
Iteration 311Q: 27 clusters Score -1.37803e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 104609 members 
Mstep: Class 3 contains 101739 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33178 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106460 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93856 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29752 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10714 members 
Mstep: Class 22 contains 41595 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63139 members 
Mstep: Class 25 contains 101427 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802960.000000 Penalty: 88517.062500
Iteration 312Q: 27 clusters Score -1.37803e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 104628 members 
Mstep: Class 3 contains 101710 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33180 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54897 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106468 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93855 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10714 members 
Mstep: Class 22 contains 41587 members 
Mstep: Class 23 contains 59841 members 
Mstep: Class 24 contains 63139 members 
Mstep: Class 25 contains 101428 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 313Q: 27 clusters Score -1.37803e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 104642 members 
Mstep: Class 3 contains 101677 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54900 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106481 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29753 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10712 members 
Mstep: Class 22 contains 41582 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63137 members 
Mstep: Class 25 contains 101436 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803008.000000 Penalty: 88517.062500
Iteration 314Q: 27 clusters Score -1.37803e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 104643 members 
Mstep: Class 3 contains 101658 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33184 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54897 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106501 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93848 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29753 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 41580 members 
Mstep: Class 23 contains 59843 members 
Mstep: Class 24 contains 63133 members 
Mstep: Class 25 contains 101437 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 315Q: 27 clusters Score -1.378031e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 104633 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54895 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106526 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93848 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29751 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 41581 members 
Mstep: Class 23 contains 59845 members 
Mstep: Class 24 contains 63130 members 
Mstep: Class 25 contains 101439 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803184.000000 Penalty: 88517.062500
Iteration 316Q: 27 clusters Score -1.378032e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 104620 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54892 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106543 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93847 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29752 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 41581 members 
Mstep: Class 23 contains 59847 members 
Mstep: Class 24 contains 63129 members 
Mstep: Class 25 contains 101448 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803200.000000 Penalty: 88517.062500
Iteration 317Q: 27 clusters Score -1.378032e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 104621 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106551 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93842 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29752 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 41577 members 
Mstep: Class 23 contains 59849 members 
Mstep: Class 24 contains 63123 members 
Mstep: Class 25 contains 101455 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 318Q: 27 clusters Score -1.378031e+08 nChanged 139
Entering ConstructFrom: 
Score: -137803072.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Entering Unmasked Estep 
Score: -1176886.000000 Penalty: 2216.821045
	Iteration 0F: 2 clusters Score -1176886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1170654.250000 Penalty: 4433.642090
	Iteration 0F: 3 clusters Score -1170654 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1172298.625000 Penalty: 4433.642090
	Iteration 1F: 3 clusters Score -1172299 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1172536.625000 Penalty: 4433.642090
	Iteration 2F: 3 clusters Score -1172537 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1172691.500000 Penalty: 4433.642090
	Iteration 3Q: 3 clusters Score -1172692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1172793.750000 Penalty: 4433.642090
	Iteration 4Q: 3 clusters Score -1172794 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1172873.875000 Penalty: 4433.642090
	Iteration 5Q: 3 clusters Score -1172874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1172925.250000 Penalty: 4433.642090
	Iteration 6Q: 3 clusters Score -1172925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1172957.625000 Penalty: 4433.642090
	Iteration 7Q: 3 clusters Score -1172958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1172984.625000 Penalty: 4433.642090
	Iteration 8Q: 3 clusters Score -1172985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1173011.625000 Penalty: 4433.642090
	Iteration 9Q: 3 clusters Score -1173012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1173032.750000 Penalty: 4433.642090
	Iteration 10Q: 3 clusters Score -1173033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1173053.875000 Penalty: 4433.642090
	Iteration 11Q: 3 clusters Score -1173054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1173067.250000 Penalty: 4433.642090
	Iteration 12Q: 3 clusters Score -1173067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1173084.625000 Penalty: 4433.642090
	Iteration 13Q: 3 clusters Score -1173085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1173096.625000 Penalty: 4433.642090
	Iteration 14Q: 3 clusters Score -1173097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1173108.375000 Penalty: 4433.642090
	Iteration 15Q: 3 clusters Score -1173108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1173123.375000 Penalty: 4433.642090
	Iteration 16Q: 3 clusters Score -1173123 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1173139.375000 Penalty: 4433.642090
	Iteration 17Q: 3 clusters Score -1173139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1173160.000000 Penalty: 4433.642090
	Iteration 18Q: 3 clusters Score -1173160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1173175.125000 Penalty: 4433.642090
	Iteration 19Q: 3 clusters Score -1173175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1173198.625000 Penalty: 4433.642090
	Iteration 20F: 3 clusters Score -1173199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1173226.000000 Penalty: 4433.642090
	Iteration 21Q: 3 clusters Score -1173226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1173256.750000 Penalty: 4433.642090
	Iteration 22Q: 3 clusters Score -1173257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1173297.625000 Penalty: 4433.642090
	Iteration 23Q: 3 clusters Score -1173298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1173355.750000 Penalty: 4433.642090
	Iteration 24Q: 3 clusters Score -1173356 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1173420.000000 Penalty: 4433.642090
	Iteration 25Q: 3 clusters Score -1173420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1173491.250000 Penalty: 4433.642090
	Iteration 26Q: 3 clusters Score -1173491 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1173575.375000 Penalty: 4433.642090
	Iteration 27Q: 3 clusters Score -1173575 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1173663.000000 Penalty: 4433.642090
	Iteration 28Q: 3 clusters Score -1173663 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1173787.750000 Penalty: 4433.642090
	Iteration 29Q: 3 clusters Score -1173788 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1173935.750000 Penalty: 4433.642090
	Iteration 30Q: 3 clusters Score -1173936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1174109.750000 Penalty: 4433.642090
	Iteration 31Q: 3 clusters Score -1174110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1174266.000000 Penalty: 4433.642090
	Iteration 32Q: 3 clusters Score -1174266 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1174382.000000 Penalty: 4433.642090
	Iteration 33Q: 3 clusters Score -1174382 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1174492.750000 Penalty: 4433.642090
	Iteration 34Q: 3 clusters Score -1174493 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1174600.250000 Penalty: 4433.642090
	Iteration 35Q: 3 clusters Score -1174600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1174680.625000 Penalty: 4433.642090
	Iteration 36Q: 3 clusters Score -1174681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1174759.875000 Penalty: 4433.642090
	Iteration 37Q: 3 clusters Score -1174760 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1174838.625000 Penalty: 4433.642090
	Iteration 38Q: 3 clusters Score -1174839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1174886.875000 Penalty: 4433.642090
	Iteration 39Q: 3 clusters Score -1174887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1174919.750000 Penalty: 4433.642090
	Iteration 40F: 3 clusters Score -1174920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1174950.000000 Penalty: 4433.642090
	Iteration 41Q: 3 clusters Score -1174950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1174980.625000 Penalty: 4433.642090
	Iteration 42Q: 3 clusters Score -1174981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1174999.250000 Penalty: 4433.642090
	Iteration 43Q: 3 clusters Score -1174999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1175015.250000 Penalty: 4433.642090
	Iteration 44Q: 3 clusters Score -1175015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1175034.625000 Penalty: 4433.642090
	Iteration 45Q: 3 clusters Score -1175035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1175048.000000 Penalty: 4433.642090
	Iteration 46Q: 3 clusters Score -1175048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1175054.750000 Penalty: 4433.642090
	Iteration 47Q: 3 clusters Score -1175055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1175065.875000 Penalty: 4433.642090
	Iteration 48Q: 3 clusters Score -1175066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1175075.000000 Penalty: 4433.642090
	Iteration 49Q: 3 clusters Score -1175075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1175082.500000 Penalty: 4433.642090
	Iteration 50Q: 3 clusters Score -1175082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1175088.625000 Penalty: 4433.642090
	Iteration 51Q: 3 clusters Score -1175089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1175091.750000 Penalty: 4433.642090
	Iteration 52Q: 3 clusters Score -1175092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1175095.750000 Penalty: 4433.642090
	Iteration 53Q: 3 clusters Score -1175096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1175097.500000 Penalty: 4433.642090
	Iteration 54Q: 3 clusters Score -1175098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1175100.375000 Penalty: 4433.642090
	Iteration 55Q: 3 clusters Score -1175100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1175104.250000 Penalty: 4433.642090
	Iteration 56Q: 3 clusters Score -1175104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1175107.500000 Penalty: 4433.642090
	Iteration 57Q: 3 clusters Score -1175108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1175109.250000 Penalty: 4433.642090
	Iteration 58Q: 3 clusters Score -1175109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1175113.500000 Penalty: 4433.642090
	Iteration 59Q: 3 clusters Score -1175114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1175113.625000 Penalty: 4433.642090
	Iteration 60F: 3 clusters Score -1175114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1175113.500000 Penalty: 4433.642090
	Iteration 61Q: 3 clusters Score -1175114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1175117.625000 Penalty: 4433.642090
	Iteration 62Q: 3 clusters Score -1175118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1175121.125000 Penalty: 4433.642090
	Iteration 63Q: 3 clusters Score -1175121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1175122.875000 Penalty: 4433.642090
	Iteration 64Q: 3 clusters Score -1175123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1175123.625000 Penalty: 4433.642090
	Iteration 65Q: 3 clusters Score -1175124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1175126.625000 Penalty: 4433.642090
	Iteration 66Q: 3 clusters Score -1175127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1175130.250000 Penalty: 4433.642090
	Iteration 67Q: 3 clusters Score -1175130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1175131.500000 Penalty: 4433.642090
	Iteration 68Q: 3 clusters Score -1175132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1175131.500000 Penalty: 4433.642090
	Iteration 69Q: 3 clusters Score -1175132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1175132.000000 Penalty: 4433.642090
	Iteration 70Q: 3 clusters Score -1175132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1175132.000000 Penalty: 4433.642090
	Iteration 71F: 3 clusters Score -1175132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Entering Unmasked Estep 
Score: -16089600.000000 Penalty: 2866.399170
	Iteration 0F: 2 clusters Score -1.60896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -16021467.000000 Penalty: 5732.798340
	Iteration 0F: 3 clusters Score -1.602147e+07 nChanged 49431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -16050521.000000 Penalty: 5732.798340
	Iteration 1F: 3 clusters Score -1.605052e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -16052486.000000 Penalty: 5732.798340
	Iteration 2Q: 3 clusters Score -1.605249e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -16055619.000000 Penalty: 5732.798340
	Iteration 3Q: 3 clusters Score -1.605562e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -16059984.000000 Penalty: 5732.798340
	Iteration 4F: 3 clusters Score -1.605998e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -16065655.000000 Penalty: 5732.798340
	Iteration 5F: 3 clusters Score -1.606566e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -16072513.000000 Penalty: 5732.798340
	Iteration 6F: 3 clusters Score -1.607251e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -16078901.000000 Penalty: 5732.798340
	Iteration 7F: 3 clusters Score -1.60789e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -16082550.000000 Penalty: 5732.798340
	Iteration 8F: 3 clusters Score -1.608255e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -16084251.000000 Penalty: 5732.798340
	Iteration 9Q: 3 clusters Score -1.608425e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -16085358.000000 Penalty: 5732.798340
	Iteration 10Q: 3 clusters Score -1.608536e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -16085952.000000 Penalty: 5732.798340
	Iteration 11Q: 3 clusters Score -1.608595e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -16086409.000000 Penalty: 5732.798340
	Iteration 12Q: 3 clusters Score -1.608641e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -16086585.000000 Penalty: 5732.798340
	Iteration 13Q: 3 clusters Score -1.608658e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -16086795.000000 Penalty: 5732.798340
	Iteration 14Q: 3 clusters Score -1.60868e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -16086969.000000 Penalty: 5732.798340
	Iteration 15Q: 3 clusters Score -1.608697e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -16087201.000000 Penalty: 5732.798340
	Iteration 16Q: 3 clusters Score -1.60872e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -16087317.000000 Penalty: 5732.798340
	Iteration 17Q: 3 clusters Score -1.608732e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -16087466.000000 Penalty: 5732.798340
	Iteration 18Q: 3 clusters Score -1.608747e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -16087569.000000 Penalty: 5732.798340
	Iteration 19Q: 3 clusters Score -1.608757e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -16087687.000000 Penalty: 5732.798340
	Iteration 20F: 3 clusters Score -1.608769e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -16087847.000000 Penalty: 5732.798340
	Iteration 21Q: 3 clusters Score -1.608785e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -16087940.000000 Penalty: 5732.798340
	Iteration 22Q: 3 clusters Score -1.608794e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -16088124.000000 Penalty: 5732.798340
	Iteration 23Q: 3 clusters Score -1.608812e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -16088240.000000 Penalty: 5732.798340
	Iteration 24Q: 3 clusters Score -1.608824e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -16088328.000000 Penalty: 5732.798340
	Iteration 25Q: 3 clusters Score -1.608833e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -16088452.000000 Penalty: 5732.798340
	Iteration 26Q: 3 clusters Score -1.608845e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -16088532.000000 Penalty: 5732.798340
	Iteration 27Q: 3 clusters Score -1.608853e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -16088557.000000 Penalty: 5732.798340
	Iteration 28Q: 3 clusters Score -1.608856e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -16088677.000000 Penalty: 5732.798340
	Iteration 29Q: 3 clusters Score -1.608868e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -16088786.000000 Penalty: 5732.798340
	Iteration 30Q: 3 clusters Score -1.608879e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -16088844.000000 Penalty: 5732.798340
	Iteration 31Q: 3 clusters Score -1.608884e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -16088876.000000 Penalty: 5732.798340
	Iteration 32Q: 3 clusters Score -1.608888e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -16088911.000000 Penalty: 5732.798340
	Iteration 33Q: 3 clusters Score -1.608891e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -16088967.000000 Penalty: 5732.798340
	Iteration 34Q: 3 clusters Score -1.608897e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -16088970.000000 Penalty: 5732.798340
	Iteration 35Q: 3 clusters Score -1.608897e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -16089047.000000 Penalty: 5732.798340
	Iteration 36Q: 3 clusters Score -1.608905e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -16089090.000000 Penalty: 5732.798340
	Iteration 37Q: 3 clusters Score -1.608909e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -16089105.000000 Penalty: 5732.798340
	Iteration 38Q: 3 clusters Score -1.60891e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -16089138.000000 Penalty: 5732.798340
	Iteration 39Q: 3 clusters Score -1.608914e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -16089157.000000 Penalty: 5732.798340
	Iteration 40F: 3 clusters Score -1.608916e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -16089206.000000 Penalty: 5732.798340
	Iteration 41Q: 3 clusters Score -1.608921e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -16089250.000000 Penalty: 5732.798340
	Iteration 42Q: 3 clusters Score -1.608925e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -16089275.000000 Penalty: 5732.798340
	Iteration 43Q: 3 clusters Score -1.608928e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -16089285.000000 Penalty: 5732.798340
	Iteration 44Q: 3 clusters Score -1.608928e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -16089270.000000 Penalty: 5732.798340
	Iteration 45Q: 3 clusters Score -1.608927e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -16089255.000000 Penalty: 5732.798340
	Iteration 46Q: 3 clusters Score -1.608926e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -16089328.000000 Penalty: 5732.798340
	Iteration 47Q: 3 clusters Score -1.608933e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -16089349.000000 Penalty: 5732.798340
	Iteration 48Q: 3 clusters Score -1.608935e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -16089336.000000 Penalty: 5732.798340
	Iteration 49Q: 3 clusters Score -1.608934e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -16089306.000000 Penalty: 5732.798340
	Iteration 50Q: 3 clusters Score -1.608931e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -16089322.000000 Penalty: 5732.798340
	Iteration 51Q: 3 clusters Score -1.608932e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -16089364.000000 Penalty: 5732.798340
	Iteration 52Q: 3 clusters Score -1.608936e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -16089384.000000 Penalty: 5732.798340
	Iteration 53Q: 3 clusters Score -1.608938e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -16089387.000000 Penalty: 5732.798340
	Iteration 54Q: 3 clusters Score -1.608939e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -16089406.000000 Penalty: 5732.798340
	Iteration 55Q: 3 clusters Score -1.608941e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -16089356.000000 Penalty: 5732.798340
	Iteration 56Q: 3 clusters Score -1.608936e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -16089419.000000 Penalty: 5732.798340
	Iteration 57Q: 3 clusters Score -1.608942e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -16089408.000000 Penalty: 5732.798340
	Iteration 58Q: 3 clusters Score -1.608941e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -16089418.000000 Penalty: 5732.798340
	Iteration 59Q: 3 clusters Score -1.608942e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -16089409.000000 Penalty: 5732.798340
	Iteration 60F: 3 clusters Score -1.608941e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -16089401.000000 Penalty: 5732.798340
	Iteration 61Q: 3 clusters Score -1.60894e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -16089376.000000 Penalty: 5732.798340
	Iteration 62Q: 3 clusters Score -1.608938e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -16089359.000000 Penalty: 5732.798340
	Iteration 63Q: 3 clusters Score -1.608936e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -16089358.000000 Penalty: 5732.798340
	Iteration 64Q: 3 clusters Score -1.608936e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -16089317.000000 Penalty: 5732.798340
	Iteration 65Q: 3 clusters Score -1.608932e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -16089316.000000 Penalty: 5732.798340
	Iteration 66Q: 3 clusters Score -1.608932e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -16089300.000000 Penalty: 5732.798340
	Iteration 67Q: 3 clusters Score -1.60893e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -16089257.000000 Penalty: 5732.798340
	Iteration 68Q: 3 clusters Score -1.608926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -16089224.000000 Penalty: 5732.798340
	Iteration 69Q: 3 clusters Score -1.608922e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -16089194.000000 Penalty: 5732.798340
	Iteration 70Q: 3 clusters Score -1.608919e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -16089193.000000 Penalty: 5732.798340
	Iteration 71Q: 3 clusters Score -1.608919e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -16089196.000000 Penalty: 5732.798340
	Iteration 72Q: 3 clusters Score -1.60892e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -16089156.000000 Penalty: 5732.798340
	Iteration 73Q: 3 clusters Score -1.608916e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -16089151.000000 Penalty: 5732.798340
	Iteration 74Q: 3 clusters Score -1.608915e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -16089173.000000 Penalty: 5732.798340
	Iteration 75Q: 3 clusters Score -1.608917e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -16089148.000000 Penalty: 5732.798340
	Iteration 76Q: 3 clusters Score -1.608915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -16089159.000000 Penalty: 5732.798340
	Iteration 77Q: 3 clusters Score -1.608916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -16089115.000000 Penalty: 5732.798340
	Iteration 78Q: 3 clusters Score -1.608912e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -16089126.000000 Penalty: 5732.798340
	Iteration 79Q: 3 clusters Score -1.608913e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -16089135.000000 Penalty: 5732.798340
	Iteration 80F: 3 clusters Score -1.608914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -16089123.000000 Penalty: 5732.798340
	Iteration 81Q: 3 clusters Score -1.608912e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -16089137.000000 Penalty: 5732.798340
	Iteration 82Q: 3 clusters Score -1.608914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -16089131.000000 Penalty: 5732.798340
	Iteration 83Q: 3 clusters Score -1.608913e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -16089117.000000 Penalty: 5732.798340
	Iteration 84Q: 3 clusters Score -1.608912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -16089124.000000 Penalty: 5732.798340
	Iteration 85Q: 3 clusters Score -1.608912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -16089119.000000 Penalty: 5732.798340
	Iteration 86Q: 3 clusters Score -1.608912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -16089145.000000 Penalty: 5732.798340
	Iteration 87Q: 3 clusters Score -1.608914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -16089139.000000 Penalty: 5732.798340
	Iteration 88Q: 3 clusters Score -1.608914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -16089138.000000 Penalty: 5732.798340
	Iteration 89Q: 3 clusters Score -1.608914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -16089132.000000 Penalty: 5732.798340
	Iteration 90Q: 3 clusters Score -1.608913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -16089167.000000 Penalty: 5732.798340
	Iteration 91Q: 3 clusters Score -1.608917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -16089130.000000 Penalty: 5732.798340
	Iteration 92Q: 3 clusters Score -1.608913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -16089118.000000 Penalty: 5732.798340
	Iteration 93Q: 3 clusters Score -1.608912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -16089124.000000 Penalty: 5732.798340
	Iteration 94Q: 3 clusters Score -1.608912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -16089124.000000 Penalty: 5732.798340
	Iteration 95Q: 3 clusters Score -1.608912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -16089106.000000 Penalty: 5732.798340
	Iteration 96Q: 3 clusters Score -1.608911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -16089108.000000 Penalty: 5732.798340
	Iteration 97Q: 3 clusters Score -1.608911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 5732.798340
	Iteration 98Q: 3 clusters Score -1.608914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -16089168.000000 Penalty: 5732.798340
	Iteration 99Q: 3 clusters Score -1.608917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -16089151.000000 Penalty: 5732.798340
	Iteration 100F: 3 clusters Score -1.608915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 5732.798340
	Iteration 101Q: 3 clusters Score -1.608915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -16089145.000000 Penalty: 5732.798340
	Iteration 102Q: 3 clusters Score -1.608914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -16089129.000000 Penalty: 5732.798340
	Iteration 103Q: 3 clusters Score -1.608913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -16089131.000000 Penalty: 5732.798340
	Iteration 104Q: 3 clusters Score -1.608913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -16089135.000000 Penalty: 5732.798340
	Iteration 105Q: 3 clusters Score -1.608914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -16089149.000000 Penalty: 5732.798340
	Iteration 106Q: 3 clusters Score -1.608915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -16089155.000000 Penalty: 5732.798340
	Iteration 107Q: 3 clusters Score -1.608916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -16089133.000000 Penalty: 5732.798340
	Iteration 108Q: 3 clusters Score -1.608913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 5732.798340
	Iteration 109Q: 3 clusters Score -1.608915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 5732.798340
	Iteration 110Q: 3 clusters Score -1.608915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -16089138.000000 Penalty: 5732.798340
	Iteration 111Q: 3 clusters Score -1.608914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -16089137.000000 Penalty: 5732.798340
	Iteration 112Q: 3 clusters Score -1.608914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -16089166.000000 Penalty: 5732.798340
	Iteration 113Q: 3 clusters Score -1.608917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -16089165.000000 Penalty: 5732.798340
	Iteration 114Q: 3 clusters Score -1.608916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 5732.798340
	Iteration 115Q: 3 clusters Score -1.608914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 5732.798340
	Iteration 116Q: 3 clusters Score -1.608915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 5732.798340
	Iteration 117Q: 3 clusters Score -1.608915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 5732.798340
	Iteration 118Q: 3 clusters Score -1.608914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -16089135.000000 Penalty: 5732.798340
	Iteration 119Q: 3 clusters Score -1.608914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -16089131.000000 Penalty: 5732.798340
	Iteration 120F: 3 clusters Score -1.608913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -16089132.000000 Penalty: 5732.798340
	Iteration 121Q: 3 clusters Score -1.608913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -16089135.000000 Penalty: 5732.798340
	Iteration 122Q: 3 clusters Score -1.608914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -16089113.000000 Penalty: 5732.798340
	Iteration 123Q: 3 clusters Score -1.608911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -16089095.000000 Penalty: 5732.798340
	Iteration 124Q: 3 clusters Score -1.60891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -16089086.000000 Penalty: 5732.798340
	Iteration 125Q: 3 clusters Score -1.608909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -16089070.000000 Penalty: 5732.798340
	Iteration 126Q: 3 clusters Score -1.608907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -16089071.000000 Penalty: 5732.798340
	Iteration 127Q: 3 clusters Score -1.608907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -16089084.000000 Penalty: 5732.798340
	Iteration 128Q: 3 clusters Score -1.608908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -16089078.000000 Penalty: 5732.798340
	Iteration 129Q: 3 clusters Score -1.608908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -16089051.000000 Penalty: 5732.798340
	Iteration 130Q: 3 clusters Score -1.608905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -16089060.000000 Penalty: 5732.798340
	Iteration 131Q: 3 clusters Score -1.608906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -16089053.000000 Penalty: 5732.798340
	Iteration 132Q: 3 clusters Score -1.608905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -16089031.000000 Penalty: 5732.798340
	Iteration 133Q: 3 clusters Score -1.608903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -16089028.000000 Penalty: 5732.798340
	Iteration 134Q: 3 clusters Score -1.608903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -16089039.000000 Penalty: 5732.798340
	Iteration 135Q: 3 clusters Score -1.608904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -16089029.000000 Penalty: 5732.798340
	Iteration 136Q: 3 clusters Score -1.608903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -16089040.000000 Penalty: 5732.798340
	Iteration 137Q: 3 clusters Score -1.608904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -16089030.000000 Penalty: 5732.798340
	Iteration 138Q: 3 clusters Score -1.608903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -16089045.000000 Penalty: 5732.798340
	Iteration 139Q: 3 clusters Score -1.608904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -16089036.000000 Penalty: 5732.798340
	Iteration 140F: 3 clusters Score -1.608904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -16089021.000000 Penalty: 5732.798340
	Iteration 141Q: 3 clusters Score -1.608902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -16089021.000000 Penalty: 5732.798340
	Iteration 142Q: 3 clusters Score -1.608902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -16089034.000000 Penalty: 5732.798340
	Iteration 143Q: 3 clusters Score -1.608903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -16089030.000000 Penalty: 5732.798340
	Iteration 144Q: 3 clusters Score -1.608903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -16089017.000000 Penalty: 5732.798340
	Iteration 145Q: 3 clusters Score -1.608902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -16089016.000000 Penalty: 5732.798340
	Iteration 146Q: 3 clusters Score -1.608902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -16088998.000000 Penalty: 5732.798340
	Iteration 147Q: 3 clusters Score -1.6089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -16089000.000000 Penalty: 5732.798340
	Iteration 148Q: 3 clusters Score -1.6089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -16088999.000000 Penalty: 5732.798340
	Iteration 149Q: 3 clusters Score -1.6089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -16089010.000000 Penalty: 5732.798340
	Iteration 150Q: 3 clusters Score -1.608901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -16089001.000000 Penalty: 5732.798340
	Iteration 151Q: 3 clusters Score -1.6089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -16088997.000000 Penalty: 5732.798340
	Iteration 152Q: 3 clusters Score -1.6089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -16089010.000000 Penalty: 5732.798340
	Iteration 153Q: 3 clusters Score -1.608901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -16089010.000000 Penalty: 5732.798340
	Iteration 154Q: 3 clusters Score -1.608901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -16089003.000000 Penalty: 5732.798340
	Iteration 155Q: 3 clusters Score -1.6089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -16089013.000000 Penalty: 5732.798340
	Iteration 156Q: 3 clusters Score -1.608901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -16089011.000000 Penalty: 5732.798340
	Iteration 157Q: 3 clusters Score -1.608901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -16089003.000000 Penalty: 5732.798340
	Iteration 158Q: 3 clusters Score -1.6089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -16089009.000000 Penalty: 5732.798340
	Iteration 159Q: 3 clusters Score -1.608901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -16088999.000000 Penalty: 5732.798340
	Iteration 160F: 3 clusters Score -1.6089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Entering Unmasked Estep 
Score: -15723933.000000 Penalty: 2859.183594
	Iteration 0F: 2 clusters Score -1.572393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -15657196.000000 Penalty: 5718.367188
	Iteration 0F: 3 clusters Score -1.56572e+07 nChanged 48195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -15684850.000000 Penalty: 5718.367188
	Iteration 1F: 3 clusters Score -1.568485e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -15685554.000000 Penalty: 5718.367188
	Iteration 2Q: 3 clusters Score -1.568555e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -15686261.000000 Penalty: 5718.367188
	Iteration 3Q: 3 clusters Score -1.568626e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -15686996.000000 Penalty: 5718.367188
	Iteration 4Q: 3 clusters Score -1.5687e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -15688302.000000 Penalty: 5718.367188
	Iteration 5Q: 3 clusters Score -1.56883e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -15690602.000000 Penalty: 5718.367188
	Iteration 6Q: 3 clusters Score -1.56906e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -15694812.000000 Penalty: 5718.367188
	Iteration 7F: 3 clusters Score -1.569481e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -15701516.000000 Penalty: 5718.367188
	Iteration 8F: 3 clusters Score -1.570152e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -15709812.000000 Penalty: 5718.367188
	Iteration 9F: 3 clusters Score -1.570981e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -15716580.000000 Penalty: 5718.367188
	Iteration 10F: 3 clusters Score -1.571658e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15720010.000000 Penalty: 5718.367188
	Iteration 11Q: 3 clusters Score -1.572001e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15720952.000000 Penalty: 5718.367188
	Iteration 12Q: 3 clusters Score -1.572095e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -15721312.000000 Penalty: 5718.367188
	Iteration 13Q: 3 clusters Score -1.572131e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15721397.000000 Penalty: 5718.367188
	Iteration 14Q: 3 clusters Score -1.57214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15721439.000000 Penalty: 5718.367188
	Iteration 15Q: 3 clusters Score -1.572144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15721464.000000 Penalty: 5718.367188
	Iteration 16Q: 3 clusters Score -1.572146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15721469.000000 Penalty: 5718.367188
	Iteration 17Q: 3 clusters Score -1.572147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15721475.000000 Penalty: 5718.367188
	Iteration 18Q: 3 clusters Score -1.572148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15721476.000000 Penalty: 5718.367188
	Iteration 19Q: 3 clusters Score -1.572148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15721476.000000 Penalty: 5718.367188
	Iteration 20F: 3 clusters Score -1.572148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15721486.000000 Penalty: 5718.367188
	Iteration 21Q: 3 clusters Score -1.572149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15721492.000000 Penalty: 5718.367188
	Iteration 22Q: 3 clusters Score -1.572149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15721498.000000 Penalty: 5718.367188
	Iteration 23Q: 3 clusters Score -1.57215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15721498.000000 Penalty: 5718.367188
	Iteration 24Q: 3 clusters Score -1.57215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15721502.000000 Penalty: 5718.367188
	Iteration 25Q: 3 clusters Score -1.57215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15721497.000000 Penalty: 5718.367188
	Iteration 26Q: 3 clusters Score -1.57215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15721497.000000 Penalty: 5718.367188
	Iteration 27F: 3 clusters Score -1.57215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Entering Unmasked Estep 
Score: -6997093.000000 Penalty: 2666.737793
	Iteration 0F: 2 clusters Score -6997093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -6965527.500000 Penalty: 5333.475586
	Iteration 0F: 3 clusters Score -6965528 nChanged 21538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6977763.500000 Penalty: 5333.475586
	Iteration 1F: 3 clusters Score -6977764 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6978431.000000 Penalty: 5333.475586
	Iteration 2Q: 3 clusters Score -6978431 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -6979216.000000 Penalty: 5333.475586
	Iteration 3Q: 3 clusters Score -6979216 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6980148.000000 Penalty: 5333.475586
	Iteration 4Q: 3 clusters Score -6980148 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6981231.000000 Penalty: 5333.475586
	Iteration 5Q: 3 clusters Score -6981231 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6982360.500000 Penalty: 5333.475586
	Iteration 6Q: 3 clusters Score -6982360 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6983640.000000 Penalty: 5333.475586
	Iteration 7F: 3 clusters Score -6983640 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -6984872.500000 Penalty: 5333.475586
	Iteration 8F: 3 clusters Score -6984872 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6985957.500000 Penalty: 5333.475586
	Iteration 9Q: 3 clusters Score -6985958 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6986823.500000 Penalty: 5333.475586
	Iteration 10Q: 3 clusters Score -6986824 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -6987514.000000 Penalty: 5333.475586
	Iteration 11Q: 3 clusters Score -6987514 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6988076.000000 Penalty: 5333.475586
	Iteration 12Q: 3 clusters Score -6988076 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -6988674.000000 Penalty: 5333.475586
	Iteration 13Q: 3 clusters Score -6988674 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6989328.500000 Penalty: 5333.475586
	Iteration 14Q: 3 clusters Score -6989328 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6989982.500000 Penalty: 5333.475586
	Iteration 15Q: 3 clusters Score -6989982 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6990607.000000 Penalty: 5333.475586
	Iteration 16Q: 3 clusters Score -6990607 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6991104.500000 Penalty: 5333.475586
	Iteration 17Q: 3 clusters Score -6991104 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -6991468.500000 Penalty: 5333.475586
	Iteration 18Q: 3 clusters Score -6991468 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -6991711.500000 Penalty: 5333.475586
	Iteration 19Q: 3 clusters Score -6991712 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -6991948.000000 Penalty: 5333.475586
	Iteration 20F: 3 clusters Score -6991948 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6992108.000000 Penalty: 5333.475586
	Iteration 21Q: 3 clusters Score -6992108 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -6992274.000000 Penalty: 5333.475586
	Iteration 22Q: 3 clusters Score -6992274 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6992374.500000 Penalty: 5333.475586
	Iteration 23Q: 3 clusters Score -6992374 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6992441.000000 Penalty: 5333.475586
	Iteration 24Q: 3 clusters Score -6992441 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -6992514.000000 Penalty: 5333.475586
	Iteration 25Q: 3 clusters Score -6992514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -6992548.500000 Penalty: 5333.475586
	Iteration 26Q: 3 clusters Score -6992548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -6992583.500000 Penalty: 5333.475586
	Iteration 27Q: 3 clusters Score -6992584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -6992623.500000 Penalty: 5333.475586
	Iteration 28Q: 3 clusters Score -6992624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6992620.000000 Penalty: 5333.475586
	Iteration 29Q: 3 clusters Score -6992620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -6992639.500000 Penalty: 5333.475586
	Iteration 30Q: 3 clusters Score -6992640 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -6992657.000000 Penalty: 5333.475586
	Iteration 31Q: 3 clusters Score -6992657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -6992689.500000 Penalty: 5333.475586
	Iteration 32Q: 3 clusters Score -6992690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6992697.000000 Penalty: 5333.475586
	Iteration 33Q: 3 clusters Score -6992697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6992703.500000 Penalty: 5333.475586
	Iteration 34Q: 3 clusters Score -6992704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6992706.000000 Penalty: 5333.475586
	Iteration 35Q: 3 clusters Score -6992706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6992729.000000 Penalty: 5333.475586
	Iteration 36Q: 3 clusters Score -6992729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -6992751.500000 Penalty: 5333.475586
	Iteration 37Q: 3 clusters Score -6992752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6992747.000000 Penalty: 5333.475586
	Iteration 38Q: 3 clusters Score -6992747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6992760.500000 Penalty: 5333.475586
	Iteration 39Q: 3 clusters Score -6992760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -6992761.000000 Penalty: 5333.475586
	Iteration 40F: 3 clusters Score -6992761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6992777.500000 Penalty: 5333.475586
	Iteration 41Q: 3 clusters Score -6992778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -6992797.500000 Penalty: 5333.475586
	Iteration 42Q: 3 clusters Score -6992798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -6992779.500000 Penalty: 5333.475586
	Iteration 43Q: 3 clusters Score -6992780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6992774.500000 Penalty: 5333.475586
	Iteration 44Q: 3 clusters Score -6992774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -6992784.500000 Penalty: 5333.475586
	Iteration 45Q: 3 clusters Score -6992784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -6992781.500000 Penalty: 5333.475586
	Iteration 46Q: 3 clusters Score -6992782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6992786.000000 Penalty: 5333.475586
	Iteration 47Q: 3 clusters Score -6992786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -6992807.500000 Penalty: 5333.475586
	Iteration 48Q: 3 clusters Score -6992808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -6992775.000000 Penalty: 5333.475586
	Iteration 49Q: 3 clusters Score -6992775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -6992789.500000 Penalty: 5333.475586
	Iteration 50Q: 3 clusters Score -6992790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -6992787.500000 Penalty: 5333.475586
	Iteration 51Q: 3 clusters Score -6992788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6992791.000000 Penalty: 5333.475586
	Iteration 52Q: 3 clusters Score -6992791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -6992800.000000 Penalty: 5333.475586
	Iteration 53Q: 3 clusters Score -6992800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6992804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6992805.500000 Penalty: 5333.475586
	Iteration 55Q: 3 clusters Score -6992806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -6992817.500000 Penalty: 5333.475586
	Iteration 56Q: 3 clusters Score -6992818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -6992820.000000 Penalty: 5333.475586
	Iteration 57Q: 3 clusters Score -6992820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -6992824.500000 Penalty: 5333.475586
	Iteration 58Q: 3 clusters Score -6992824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -6992824.000000 Penalty: 5333.475586
	Iteration 59Q: 3 clusters Score -6992824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6992831.500000 Penalty: 5333.475586
	Iteration 60F: 3 clusters Score -6992832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -6992839.000000 Penalty: 5333.475586
	Iteration 61Q: 3 clusters Score -6992839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -6992837.000000 Penalty: 5333.475586
	Iteration 62Q: 3 clusters Score -6992837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -6992841.000000 Penalty: 5333.475586
	Iteration 63Q: 3 clusters Score -6992841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6992851.000000 Penalty: 5333.475586
	Iteration 64Q: 3 clusters Score -6992851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -6992854.000000 Penalty: 5333.475586
	Iteration 65Q: 3 clusters Score -6992854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6992858.500000 Penalty: 5333.475586
	Iteration 66Q: 3 clusters Score -6992858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -6992866.000000 Penalty: 5333.475586
	Iteration 67Q: 3 clusters Score -6992866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -6992866.000000 Penalty: 5333.475586
	Iteration 68Q: 3 clusters Score -6992866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -6992865.000000 Penalty: 5333.475586
	Iteration 69Q: 3 clusters Score -6992865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -6992884.000000 Penalty: 5333.475586
	Iteration 70Q: 3 clusters Score -6992884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -6992865.000000 Penalty: 5333.475586
	Iteration 71Q: 3 clusters Score -6992865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6992871.000000 Penalty: 5333.475586
	Iteration 72Q: 3 clusters Score -6992871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -6992901.000000 Penalty: 5333.475586
	Iteration 73Q: 3 clusters Score -6992901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -6992897.000000 Penalty: 5333.475586
	Iteration 74Q: 3 clusters Score -6992897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -6992921.500000 Penalty: 5333.475586
	Iteration 75Q: 3 clusters Score -6992922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6992911.500000 Penalty: 5333.475586
	Iteration 76Q: 3 clusters Score -6992912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -6992903.500000 Penalty: 5333.475586
	Iteration 77Q: 3 clusters Score -6992904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -6992914.000000 Penalty: 5333.475586
	Iteration 78Q: 3 clusters Score -6992914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -6992908.000000 Penalty: 5333.475586
	Iteration 79Q: 3 clusters Score -6992908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6992904.000000 Penalty: 5333.475586
	Iteration 80F: 3 clusters Score -6992904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6992916.500000 Penalty: 5333.475586
	Iteration 81Q: 3 clusters Score -6992916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6992927.500000 Penalty: 5333.475586
	Iteration 82Q: 3 clusters Score -6992928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -6992935.000000 Penalty: 5333.475586
	Iteration 83Q: 3 clusters Score -6992935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -6992924.500000 Penalty: 5333.475586
	Iteration 84Q: 3 clusters Score -6992924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -6992931.000000 Penalty: 5333.475586
	Iteration 85Q: 3 clusters Score -6992931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -6992945.000000 Penalty: 5333.475586
	Iteration 86Q: 3 clusters Score -6992945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6992951.500000 Penalty: 5333.475586
	Iteration 87Q: 3 clusters Score -6992952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -6992950.500000 Penalty: 5333.475586
	Iteration 88Q: 3 clusters Score -6992950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -6992963.500000 Penalty: 5333.475586
	Iteration 89Q: 3 clusters Score -6992964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6992959.500000 Penalty: 5333.475586
	Iteration 90Q: 3 clusters Score -6992960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6992962.500000 Penalty: 5333.475586
	Iteration 91Q: 3 clusters Score -6992962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -6992950.500000 Penalty: 5333.475586
	Iteration 92Q: 3 clusters Score -6992950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6992961.500000 Penalty: 5333.475586
	Iteration 93Q: 3 clusters Score -6992962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -6992961.500000 Penalty: 5333.475586
	Iteration 94Q: 3 clusters Score -6992962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6992968.500000 Penalty: 5333.475586
	Iteration 95Q: 3 clusters Score -6992968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6992978.000000 Penalty: 5333.475586
	Iteration 96Q: 3 clusters Score -6992978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -6992967.500000 Penalty: 5333.475586
	Iteration 97Q: 3 clusters Score -6992968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -6992980.000000 Penalty: 5333.475586
	Iteration 98Q: 3 clusters Score -6992980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -6992975.500000 Penalty: 5333.475586
	Iteration 99Q: 3 clusters Score -6992976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -6992978.000000 Penalty: 5333.475586
	Iteration 100F: 3 clusters Score -6992978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -6992998.000000 Penalty: 5333.475586
	Iteration 101Q: 3 clusters Score -6992998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6993006.000000 Penalty: 5333.475586
	Iteration 102Q: 3 clusters Score -6993006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -6993023.000000 Penalty: 5333.475586
	Iteration 103Q: 3 clusters Score -6993023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -6993035.500000 Penalty: 5333.475586
	Iteration 104Q: 3 clusters Score -6993036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
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Entering Unmasked Estep 
Score: -6993049.500000 Penalty: 5333.475586
	Iteration 105Q: 3 clusters Score -6993050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -6993044.000000 Penalty: 5333.475586
	Iteration 106Q: 3 clusters Score -6993044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -6993064.500000 Penalty: 5333.475586
	Iteration 107Q: 3 clusters Score -6993064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -6993064.500000 Penalty: 5333.475586
	Iteration 108Q: 3 clusters Score -6993064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -6993075.000000 Penalty: 5333.475586
	Iteration 109Q: 3 clusters Score -6993075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6993085.500000 Penalty: 5333.475586
	Iteration 110Q: 3 clusters Score -6993086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6993080.000000 Penalty: 5333.475586
	Iteration 111Q: 3 clusters Score -6993080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -6993073.000000 Penalty: 5333.475586
	Iteration 112Q: 3 clusters Score -6993073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -6993055.500000 Penalty: 5333.475586
	Iteration 113Q: 3 clusters Score -6993056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6993050.500000 Penalty: 5333.475586
	Iteration 114Q: 3 clusters Score -6993050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6993071.500000 Penalty: 5333.475586
	Iteration 115Q: 3 clusters Score -6993072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -6993052.000000 Penalty: 5333.475586
	Iteration 116Q: 3 clusters Score -6993052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -6993058.500000 Penalty: 5333.475586
	Iteration 117Q: 3 clusters Score -6993058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6993054.000000 Penalty: 5333.475586
	Iteration 118Q: 3 clusters Score -6993054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -6993070.500000 Penalty: 5333.475586
	Iteration 119Q: 3 clusters Score -6993070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -6993085.000000 Penalty: 5333.475586
	Iteration 120F: 3 clusters Score -6993085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6993101.000000 Penalty: 5333.475586
	Iteration 121Q: 3 clusters Score -6993101 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -6993119.500000 Penalty: 5333.475586
	Iteration 122Q: 3 clusters Score -6993120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -6993151.500000 Penalty: 5333.475586
	Iteration 123Q: 3 clusters Score -6993152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -6993156.000000 Penalty: 5333.475586
	Iteration 124Q: 3 clusters Score -6993156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6993172.500000 Penalty: 5333.475586
	Iteration 125Q: 3 clusters Score -6993172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6993205.000000 Penalty: 5333.475586
	Iteration 126Q: 3 clusters Score -6993205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -6993226.000000 Penalty: 5333.475586
	Iteration 127Q: 3 clusters Score -6993226 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6993238.500000 Penalty: 5333.475586
	Iteration 128Q: 3 clusters Score -6993238 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -6993258.000000 Penalty: 5333.475586
	Iteration 129Q: 3 clusters Score -6993258 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -6993255.000000 Penalty: 5333.475586
	Iteration 130Q: 3 clusters Score -6993255 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -6993322.000000 Penalty: 5333.475586
	Iteration 131Q: 3 clusters Score -6993322 nChanged 113
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Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6993323.000000 Penalty: 5333.475586
	Iteration 132Q: 3 clusters Score -6993323 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -6993341.000000 Penalty: 5333.475586
	Iteration 133Q: 3 clusters Score -6993341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -6993339.000000 Penalty: 5333.475586
	Iteration 134Q: 3 clusters Score -6993339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -6993343.500000 Penalty: 5333.475586
	Iteration 135Q: 3 clusters Score -6993344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -6993344.500000 Penalty: 5333.475586
	Iteration 136Q: 3 clusters Score -6993344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6993363.500000 Penalty: 5333.475586
	Iteration 137Q: 3 clusters Score -6993364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -6993371.500000 Penalty: 5333.475586
	Iteration 138Q: 3 clusters Score -6993372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -6993364.500000 Penalty: 5333.475586
	Iteration 139Q: 3 clusters Score -6993364 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -6993372.000000 Penalty: 5333.475586
	Iteration 140F: 3 clusters Score -6993372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -6993375.500000 Penalty: 5333.475586
	Iteration 141Q: 3 clusters Score -6993376 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -6993399.000000 Penalty: 5333.475586
	Iteration 142Q: 3 clusters Score -6993399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6993402.500000 Penalty: 5333.475586
	Iteration 143Q: 3 clusters Score -6993402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -6993425.000000 Penalty: 5333.475586
	Iteration 144Q: 3 clusters Score -6993425 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -6993447.000000 Penalty: 5333.475586
	Iteration 145Q: 3 clusters Score -6993447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6993435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6993482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6993492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -6993514.000000 Penalty: 5333.475586
	Iteration 149Q: 3 clusters Score -6993514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -6993534.500000 Penalty: 5333.475586
	Iteration 150Q: 3 clusters Score -6993534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -6993547.500000 Penalty: 5333.475586
	Iteration 151Q: 3 clusters Score -6993548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6993557.000000 Penalty: 5333.475586
	Iteration 152Q: 3 clusters Score -6993557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -6993578.500000 Penalty: 5333.475586
	Iteration 153Q: 3 clusters Score -6993578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6993611.000000 Penalty: 5333.475586
	Iteration 154Q: 3 clusters Score -6993611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6993617.500000 Penalty: 5333.475586
	Iteration 155Q: 3 clusters Score -6993618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -6993604.000000 Penalty: 5333.475586
	Iteration 156Q: 3 clusters Score -6993604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6993618.500000 Penalty: 5333.475586
	Iteration 157Q: 3 clusters Score -6993618 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -6993644.000000 Penalty: 5333.475586
	Iteration 158Q: 3 clusters Score -6993644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -6993642.500000 Penalty: 5333.475586
	Iteration 159Q: 3 clusters Score -6993642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -6993658.000000 Penalty: 5333.475586
	Iteration 160F: 3 clusters Score -6993658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6993658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6993686.500000 Penalty: 5333.475586
	Iteration 162Q: 3 clusters Score -6993686 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6993697.000000 Penalty: 5333.475586
	Iteration 163Q: 3 clusters Score -6993697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -6993710.500000 Penalty: 5333.475586
	Iteration 164Q: 3 clusters Score -6993710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -6993735.500000 Penalty: 5333.475586
	Iteration 165Q: 3 clusters Score -6993736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6993748.000000 Penalty: 5333.475586
	Iteration 166Q: 3 clusters Score -6993748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6993758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -6993792.500000 Penalty: 5333.475586
	Iteration 168Q: 3 clusters Score -6993792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6993782.000000 Penalty: 5333.475586
	Iteration 169Q: 3 clusters Score -6993782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -6993802.500000 Penalty: 5333.475586
	Iteration 170Q: 3 clusters Score -6993802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6993805.000000 Penalty: 5333.475586
	Iteration 171Q: 3 clusters Score -6993805 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6993843.500000 Penalty: 5333.475586
	Iteration 172Q: 3 clusters Score -6993844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -6993847.500000 Penalty: 5333.475586
	Iteration 173Q: 3 clusters Score -6993848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6993864.000000 Penalty: 5333.475586
	Iteration 174Q: 3 clusters Score -6993864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6993870.000000 Penalty: 5333.475586
	Iteration 175Q: 3 clusters Score -6993870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6993893.500000 Penalty: 5333.475586
	Iteration 176Q: 3 clusters Score -6993894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -6993915.500000 Penalty: 5333.475586
	Iteration 177Q: 3 clusters Score -6993916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -6993927.000000 Penalty: 5333.475586
	Iteration 178Q: 3 clusters Score -6993927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6993934.000000 Penalty: 5333.475586
	Iteration 179Q: 3 clusters Score -6993934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6993947.500000 Penalty: 5333.475586
	Iteration 180F: 3 clusters Score -6993948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6993951.000000 Penalty: 5333.475586
	Iteration 181Q: 3 clusters Score -6993951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6993948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6993969.000000 Penalty: 5333.475586
	Iteration 183Q: 3 clusters Score -6993969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6994003.500000 Penalty: 5333.475586
	Iteration 184Q: 3 clusters Score -6994004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -6994032.500000 Penalty: 5333.475586
	Iteration 185Q: 3 clusters Score -6994032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6994043.000000 Penalty: 5333.475586
	Iteration 186Q: 3 clusters Score -6994043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -6994062.000000 Penalty: 5333.475586
	Iteration 187Q: 3 clusters Score -6994062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -6994081.500000 Penalty: 5333.475586
	Iteration 188Q: 3 clusters Score -6994082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6994107.000000 Penalty: 5333.475586
	Iteration 189Q: 3 clusters Score -6994107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6994110.500000 Penalty: 5333.475586
	Iteration 190Q: 3 clusters Score -6994110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -6994103.000000 Penalty: 5333.475586
	Iteration 191Q: 3 clusters Score -6994103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6994123.500000 Penalty: 5333.475586
	Iteration 192Q: 3 clusters Score -6994124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -6994144.000000 Penalty: 5333.475586
	Iteration 193Q: 3 clusters Score -6994144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -6994158.500000 Penalty: 5333.475586
	Iteration 194Q: 3 clusters Score -6994158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -6994147.500000 Penalty: 5333.475586
	Iteration 195Q: 3 clusters Score -6994148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6994151.500000 Penalty: 5333.475586
	Iteration 196Q: 3 clusters Score -6994152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -6994171.000000 Penalty: 5333.475586
	Iteration 197Q: 3 clusters Score -6994171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6994173.500000 Penalty: 5333.475586
	Iteration 198Q: 3 clusters Score -6994174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -6994187.000000 Penalty: 5333.475586
	Iteration 199Q: 3 clusters Score -6994187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6994188.500000 Penalty: 5333.475586
	Iteration 200F: 3 clusters Score -6994188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -6994207.000000 Penalty: 5333.475586
	Iteration 201Q: 3 clusters Score -6994207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6994199.000000 Penalty: 5333.475586
	Iteration 202Q: 3 clusters Score -6994199 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6994195.500000 Penalty: 5333.475586
	Iteration 203Q: 3 clusters Score -6994196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6994210.000000 Penalty: 5333.475586
	Iteration 204Q: 3 clusters Score -6994210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -6994232.000000 Penalty: 5333.475586
	Iteration 205Q: 3 clusters Score -6994232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6994249.000000 Penalty: 5333.475586
	Iteration 206Q: 3 clusters Score -6994249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6994277.000000 Penalty: 5333.475586
	Iteration 207Q: 3 clusters Score -6994277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6994288.500000 Penalty: 5333.475586
	Iteration 208Q: 3 clusters Score -6994288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6994322.000000 Penalty: 5333.475586
	Iteration 209Q: 3 clusters Score -6994322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6994328.500000 Penalty: 5333.475586
	Iteration 210Q: 3 clusters Score -6994328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6994361.000000 Penalty: 5333.475586
	Iteration 211Q: 3 clusters Score -6994361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6994383.500000 Penalty: 5333.475586
	Iteration 212Q: 3 clusters Score -6994384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6994401.500000 Penalty: 5333.475586
	Iteration 213Q: 3 clusters Score -6994402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6994430.000000 Penalty: 5333.475586
	Iteration 214Q: 3 clusters Score -6994430 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6994459.000000 Penalty: 5333.475586
	Iteration 215Q: 3 clusters Score -6994459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6994443.000000 Penalty: 5333.475586
	Iteration 216Q: 3 clusters Score -6994443 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6994445.500000 Penalty: 5333.475586
	Iteration 217Q: 3 clusters Score -6994446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6994454.500000 Penalty: 5333.475586
	Iteration 218Q: 3 clusters Score -6994454 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6994447.000000 Penalty: 5333.475586
	Iteration 219Q: 3 clusters Score -6994447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6994458.000000 Penalty: 5333.475586
	Iteration 220F: 3 clusters Score -6994458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -6994477.500000 Penalty: 5333.475586
	Iteration 221Q: 3 clusters Score -6994478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6994478 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6994477.500000 Penalty: 5333.475586
	Iteration 223Q: 3 clusters Score -6994478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6994488.500000 Penalty: 5333.475586
	Iteration 224Q: 3 clusters Score -6994488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6994491.000000 Penalty: 5333.475586
	Iteration 225Q: 3 clusters Score -6994491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6994482.500000 Penalty: 5333.475586
	Iteration 226Q: 3 clusters Score -6994482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6994476.000000 Penalty: 5333.475586
	Iteration 227Q: 3 clusters Score -6994476 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6994496.000000 Penalty: 5333.475586
	Iteration 228Q: 3 clusters Score -6994496 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6994520.500000 Penalty: 5333.475586
	Iteration 229Q: 3 clusters Score -6994520 nChanged 25
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Mstep: Class 1 contains 43825 members 
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Entering Unmasked Estep 
Score: -6994519.500000 Penalty: 5333.475586
	Iteration 230Q: 3 clusters Score -6994520 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6994527.000000 Penalty: 5333.475586
	Iteration 231Q: 3 clusters Score -6994527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6994528.500000 Penalty: 5333.475586
	Iteration 232Q: 3 clusters Score -6994528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6994532.000000 Penalty: 5333.475586
	Iteration 233Q: 3 clusters Score -6994532 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43952 members 
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Entering Unmasked Estep 
Score: -6994538.500000 Penalty: 5333.475586
	Iteration 234Q: 3 clusters Score -6994538 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6994548.000000 Penalty: 5333.475586
	Iteration 235Q: 3 clusters Score -6994548 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6994565.000000 Penalty: 5333.475586
	Iteration 236Q: 3 clusters Score -6994565 nChanged 30
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Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6994570.000000 Penalty: 5333.475586
	Iteration 237Q: 3 clusters Score -6994570 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6994575.000000 Penalty: 5333.475586
	Iteration 238Q: 3 clusters Score -6994575 nChanged 34
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6994571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6994578.000000 Penalty: 5333.475586
	Iteration 240F: 3 clusters Score -6994578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6994584.500000 Penalty: 5333.475586
	Iteration 241Q: 3 clusters Score -6994584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6994592.000000 Penalty: 5333.475586
	Iteration 242Q: 3 clusters Score -6994592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6994595.000000 Penalty: 5333.475586
	Iteration 243Q: 3 clusters Score -6994595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6994610.500000 Penalty: 5333.475586
	Iteration 244Q: 3 clusters Score -6994610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6994617.500000 Penalty: 5333.475586
	Iteration 245Q: 3 clusters Score -6994618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6994610.000000 Penalty: 5333.475586
	Iteration 246Q: 3 clusters Score -6994610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6994629.000000 Penalty: 5333.475586
	Iteration 247Q: 3 clusters Score -6994629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6994638.500000 Penalty: 5333.475586
	Iteration 248Q: 3 clusters Score -6994638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6994640.000000 Penalty: 5333.475586
	Iteration 249Q: 3 clusters Score -6994640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6994657.000000 Penalty: 5333.475586
	Iteration 250Q: 3 clusters Score -6994657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6994670.000000 Penalty: 5333.475586
	Iteration 251Q: 3 clusters Score -6994670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6994673.500000 Penalty: 5333.475586
	Iteration 252Q: 3 clusters Score -6994674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6994673.500000 Penalty: 5333.475586
	Iteration 253Q: 3 clusters Score -6994674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6994677.000000 Penalty: 5333.475586
	Iteration 254Q: 3 clusters Score -6994677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6994695.500000 Penalty: 5333.475586
	Iteration 255Q: 3 clusters Score -6994696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6994709.500000 Penalty: 5333.475586
	Iteration 256Q: 3 clusters Score -6994710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6994716.500000 Penalty: 5333.475586
	Iteration 257Q: 3 clusters Score -6994716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6994711.000000 Penalty: 5333.475586
	Iteration 258Q: 3 clusters Score -6994711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6994733.000000 Penalty: 5333.475586
	Iteration 259Q: 3 clusters Score -6994733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6994728.000000 Penalty: 5333.475586
	Iteration 260F: 3 clusters Score -6994728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6994747.000000 Penalty: 5333.475586
	Iteration 261Q: 3 clusters Score -6994747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6994761.500000 Penalty: 5333.475586
	Iteration 262Q: 3 clusters Score -6994762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6994752.500000 Penalty: 5333.475586
	Iteration 263Q: 3 clusters Score -6994752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6994755.000000 Penalty: 5333.475586
	Iteration 264Q: 3 clusters Score -6994755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6994742.000000 Penalty: 5333.475586
	Iteration 265Q: 3 clusters Score -6994742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6994748.500000 Penalty: 5333.475586
	Iteration 266Q: 3 clusters Score -6994748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6994751.500000 Penalty: 5333.475586
	Iteration 267Q: 3 clusters Score -6994752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6994749.500000 Penalty: 5333.475586
	Iteration 268Q: 3 clusters Score -6994750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6994773.000000 Penalty: 5333.475586
	Iteration 269Q: 3 clusters Score -6994773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6994779.500000 Penalty: 5333.475586
	Iteration 270Q: 3 clusters Score -6994780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6994792.000000 Penalty: 5333.475586
	Iteration 271Q: 3 clusters Score -6994792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6994789.000000 Penalty: 5333.475586
	Iteration 272Q: 3 clusters Score -6994789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6994790.500000 Penalty: 5333.475586
	Iteration 273Q: 3 clusters Score -6994790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6994806.500000 Penalty: 5333.475586
	Iteration 274Q: 3 clusters Score -6994806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6994810.500000 Penalty: 5333.475586
	Iteration 275Q: 3 clusters Score -6994810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6994808.000000 Penalty: 5333.475586
	Iteration 276Q: 3 clusters Score -6994808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6994819.500000 Penalty: 5333.475586
	Iteration 277Q: 3 clusters Score -6994820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6994828.500000 Penalty: 5333.475586
	Iteration 278Q: 3 clusters Score -6994828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6994841.500000 Penalty: 5333.475586
	Iteration 279Q: 3 clusters Score -6994842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6994832.500000 Penalty: 5333.475586
	Iteration 280F: 3 clusters Score -6994832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6994833.000000 Penalty: 5333.475586
	Iteration 281Q: 3 clusters Score -6994833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6994838.000000 Penalty: 5333.475586
	Iteration 282Q: 3 clusters Score -6994838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6994835.000000 Penalty: 5333.475586
	Iteration 283Q: 3 clusters Score -6994835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6994853.000000 Penalty: 5333.475586
	Iteration 284Q: 3 clusters Score -6994853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6994851.000000 Penalty: 5333.475586
	Iteration 285Q: 3 clusters Score -6994851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6994845.500000 Penalty: 5333.475586
	Iteration 286Q: 3 clusters Score -6994846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6994845.000000 Penalty: 5333.475586
	Iteration 287Q: 3 clusters Score -6994845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6994847.000000 Penalty: 5333.475586
	Iteration 288Q: 3 clusters Score -6994847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6994847.500000 Penalty: 5333.475586
	Iteration 289Q: 3 clusters Score -6994848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6994856.000000 Penalty: 5333.475586
	Iteration 290Q: 3 clusters Score -6994856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6994855.500000 Penalty: 5333.475586
	Iteration 291Q: 3 clusters Score -6994856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6994855.000000 Penalty: 5333.475586
	Iteration 292Q: 3 clusters Score -6994855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6994857.000000 Penalty: 5333.475586
	Iteration 293Q: 3 clusters Score -6994857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6994855.000000 Penalty: 5333.475586
	Iteration 294Q: 3 clusters Score -6994855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6994865.500000 Penalty: 5333.475586
	Iteration 295Q: 3 clusters Score -6994866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6994874.000000 Penalty: 5333.475586
	Iteration 296Q: 3 clusters Score -6994874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6994872.000000 Penalty: 5333.475586
	Iteration 297Q: 3 clusters Score -6994872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6994881.000000 Penalty: 5333.475586
	Iteration 298Q: 3 clusters Score -6994881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6994879.000000 Penalty: 5333.475586
	Iteration 299Q: 3 clusters Score -6994879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6994878.000000 Penalty: 5333.475586
	Iteration 300F: 3 clusters Score -6994878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6994880.500000 Penalty: 5333.475586
	Iteration 301Q: 3 clusters Score -6994880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6994877.500000 Penalty: 5333.475586
	Iteration 302Q: 3 clusters Score -6994878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6994884.500000 Penalty: 5333.475586
	Iteration 303Q: 3 clusters Score -6994884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6994883.000000 Penalty: 5333.475586
	Iteration 304Q: 3 clusters Score -6994883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6994888.000000 Penalty: 5333.475586
	Iteration 305Q: 3 clusters Score -6994888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6994886.500000 Penalty: 5333.475586
	Iteration 306Q: 3 clusters Score -6994886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6994889.500000 Penalty: 5333.475586
	Iteration 307Q: 3 clusters Score -6994890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6994890.500000 Penalty: 5333.475586
	Iteration 308Q: 3 clusters Score -6994890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6994893.000000 Penalty: 5333.475586
	Iteration 309Q: 3 clusters Score -6994893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6994895.500000 Penalty: 5333.475586
	Iteration 310Q: 3 clusters Score -6994896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6994890.000000 Penalty: 5333.475586
	Iteration 311Q: 3 clusters Score -6994890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6994893.000000 Penalty: 5333.475586
	Iteration 312Q: 3 clusters Score -6994893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6994892.000000 Penalty: 5333.475586
	Iteration 313Q: 3 clusters Score -6994892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6994892.000000 Penalty: 5333.475586
	Iteration 314F: 3 clusters Score -6994892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Entering Unmasked Estep 
Score: -5126156.500000 Penalty: 2581.703369
	Iteration 0F: 2 clusters Score -5126156 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 16677 members 
Entering Unmasked Estep 
Score: -5103478.000000 Penalty: 5163.406738
	Iteration 0F: 3 clusters Score -5103478 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5111703.000000 Penalty: 5163.406738
	Iteration 1F: 3 clusters Score -5111703 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5112220.000000 Penalty: 5163.406738
	Iteration 2Q: 3 clusters Score -5112220 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -5112712.500000 Penalty: 5163.406738
	Iteration 3Q: 3 clusters Score -5112712 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -5113306.500000 Penalty: 5163.406738
	Iteration 4Q: 3 clusters Score -5113306 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5114043.500000 Penalty: 5163.406738
	Iteration 5Q: 3 clusters Score -5114044 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5115089.500000 Penalty: 5163.406738
	Iteration 6F: 3 clusters Score -5115090 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5116448.000000 Penalty: 5163.406738
	Iteration 7F: 3 clusters Score -5116448 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5118130.000000 Penalty: 5163.406738
	Iteration 8F: 3 clusters Score -5118130 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -5119799.000000 Penalty: 5163.406738
	Iteration 9F: 3 clusters Score -5119799 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -5121124.500000 Penalty: 5163.406738
	Iteration 10Q: 3 clusters Score -5121124 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -5122094.000000 Penalty: 5163.406738
	Iteration 11Q: 3 clusters Score -5122094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5122747.500000 Penalty: 5163.406738
	Iteration 12Q: 3 clusters Score -5122748 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5123096.500000 Penalty: 5163.406738
	Iteration 13Q: 3 clusters Score -5123096 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5123290.000000 Penalty: 5163.406738
	Iteration 14Q: 3 clusters Score -5123290 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5123394.000000 Penalty: 5163.406738
	Iteration 15Q: 3 clusters Score -5123394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -5123475.000000 Penalty: 5163.406738
	Iteration 16Q: 3 clusters Score -5123475 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5123528.500000 Penalty: 5163.406738
	Iteration 17Q: 3 clusters Score -5123528 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5123569.500000 Penalty: 5163.406738
	Iteration 18Q: 3 clusters Score -5123570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -5123611.500000 Penalty: 5163.406738
	Iteration 19Q: 3 clusters Score -5123612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5123653.500000 Penalty: 5163.406738
	Iteration 20F: 3 clusters Score -5123654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -5123686.000000 Penalty: 5163.406738
	Iteration 21Q: 3 clusters Score -5123686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5123711.000000 Penalty: 5163.406738
	Iteration 22Q: 3 clusters Score -5123711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5123734.000000 Penalty: 5163.406738
	Iteration 23Q: 3 clusters Score -5123734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5123752.000000 Penalty: 5163.406738
	Iteration 24Q: 3 clusters Score -5123752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -5123767.500000 Penalty: 5163.406738
	Iteration 25Q: 3 clusters Score -5123768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5123766.000000 Penalty: 5163.406738
	Iteration 26Q: 3 clusters Score -5123766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -5123774.000000 Penalty: 5163.406738
	Iteration 27Q: 3 clusters Score -5123774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -5123781.500000 Penalty: 5163.406738
	Iteration 28Q: 3 clusters Score -5123782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -5123779.500000 Penalty: 5163.406738
	Iteration 29Q: 3 clusters Score -5123780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -5123787.500000 Penalty: 5163.406738
	Iteration 30Q: 3 clusters Score -5123788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -5123792.500000 Penalty: 5163.406738
	Iteration 31Q: 3 clusters Score -5123792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5123801.000000 Penalty: 5163.406738
	Iteration 32Q: 3 clusters Score -5123801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5123803.000000 Penalty: 5163.406738
	Iteration 33Q: 3 clusters Score -5123803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -5123797.500000 Penalty: 5163.406738
	Iteration 34Q: 3 clusters Score -5123798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5123809.000000 Penalty: 5163.406738
	Iteration 35Q: 3 clusters Score -5123809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5123811.000000 Penalty: 5163.406738
	Iteration 36Q: 3 clusters Score -5123811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -5123822.000000 Penalty: 5163.406738
	Iteration 37Q: 3 clusters Score -5123822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -5123832.500000 Penalty: 5163.406738
	Iteration 38Q: 3 clusters Score -5123832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -5123837.000000 Penalty: 5163.406738
	Iteration 39Q: 3 clusters Score -5123837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5123832.000000 Penalty: 5163.406738
	Iteration 40F: 3 clusters Score -5123832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -5123838.500000 Penalty: 5163.406738
	Iteration 41Q: 3 clusters Score -5123838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5123839.500000 Penalty: 5163.406738
	Iteration 42Q: 3 clusters Score -5123840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -5123841.500000 Penalty: 5163.406738
	Iteration 43Q: 3 clusters Score -5123842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5123841.000000 Penalty: 5163.406738
	Iteration 44Q: 3 clusters Score -5123841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -5123839.000000 Penalty: 5163.406738
	Iteration 45Q: 3 clusters Score -5123839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5123839.000000 Penalty: 5163.406738
	Iteration 46Q: 3 clusters Score -5123839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -5123839.500000 Penalty: 5163.406738
	Iteration 47Q: 3 clusters Score -5123840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -5123840.000000 Penalty: 5163.406738
	Iteration 48Q: 3 clusters Score -5123840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5123840.500000 Penalty: 5163.406738
	Iteration 49Q: 3 clusters Score -5123840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5123841.000000 Penalty: 5163.406738
	Iteration 50Q: 3 clusters Score -5123841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5123843.500000 Penalty: 5163.406738
	Iteration 51Q: 3 clusters Score -5123844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5123847.500000 Penalty: 5163.406738
	Iteration 52Q: 3 clusters Score -5123848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -5123849.000000 Penalty: 5163.406738
	Iteration 53Q: 3 clusters Score -5123849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5123846.000000 Penalty: 5163.406738
	Iteration 54Q: 3 clusters Score -5123846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5123854.000000 Penalty: 5163.406738
	Iteration 55Q: 3 clusters Score -5123854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5123854.000000 Penalty: 5163.406738
	Iteration 56Q: 3 clusters Score -5123854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5123856.000000 Penalty: 5163.406738
	Iteration 57Q: 3 clusters Score -5123856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -5123860.000000 Penalty: 5163.406738
	Iteration 58Q: 3 clusters Score -5123860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5123860.500000 Penalty: 5163.406738
	Iteration 59Q: 3 clusters Score -5123860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5123867.000000 Penalty: 5163.406738
	Iteration 60F: 3 clusters Score -5123867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5123880.500000 Penalty: 5163.406738
	Iteration 61Q: 3 clusters Score -5123880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -5123883.000000 Penalty: 5163.406738
	Iteration 62Q: 3 clusters Score -5123883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -5123881.000000 Penalty: 5163.406738
	Iteration 63Q: 3 clusters Score -5123881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -5123881.500000 Penalty: 5163.406738
	Iteration 64Q: 3 clusters Score -5123882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5123884.000000 Penalty: 5163.406738
	Iteration 65Q: 3 clusters Score -5123884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -5123892.000000 Penalty: 5163.406738
	Iteration 66Q: 3 clusters Score -5123892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -5123896.500000 Penalty: 5163.406738
	Iteration 67Q: 3 clusters Score -5123896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5123897.500000 Penalty: 5163.406738
	Iteration 68Q: 3 clusters Score -5123898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5123903.500000 Penalty: 5163.406738
	Iteration 69Q: 3 clusters Score -5123904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -5123903.500000 Penalty: 5163.406738
	Iteration 70Q: 3 clusters Score -5123904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -5123900.000000 Penalty: 5163.406738
	Iteration 71Q: 3 clusters Score -5123900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5123903.500000 Penalty: 5163.406738
	Iteration 72Q: 3 clusters Score -5123904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5123912.000000 Penalty: 5163.406738
	Iteration 73Q: 3 clusters Score -5123912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5123909.000000 Penalty: 5163.406738
	Iteration 74Q: 3 clusters Score -5123909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5123908.000000 Penalty: 5163.406738
	Iteration 75Q: 3 clusters Score -5123908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5123910.000000 Penalty: 5163.406738
	Iteration 76Q: 3 clusters Score -5123910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5123907.000000 Penalty: 5163.406738
	Iteration 77Q: 3 clusters Score -5123907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5123907.500000 Penalty: 5163.406738
	Iteration 78Q: 3 clusters Score -5123908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5123907.500000 Penalty: 5163.406738
	Iteration 79Q: 3 clusters Score -5123908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5123907.000000 Penalty: 5163.406738
	Iteration 80F: 3 clusters Score -5123907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -5123910.000000 Penalty: 5163.406738
	Iteration 81Q: 3 clusters Score -5123910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -5123911.000000 Penalty: 5163.406738
	Iteration 82Q: 3 clusters Score -5123911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5123909.000000 Penalty: 5163.406738
	Iteration 83Q: 3 clusters Score -5123909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5123909.000000 Penalty: 5163.406738
	Iteration 84F: 3 clusters Score -5123909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Entering Unmasked Estep 
Score: -1496709.750000 Penalty: 2306.875244
	Iteration 0F: 2 clusters Score -1496710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1488456.000000 Penalty: 4613.750488
	Iteration 0F: 3 clusters Score -1488456 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1491032.625000 Penalty: 4613.750488
	Iteration 1F: 3 clusters Score -1491033 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1491623.125000 Penalty: 4613.750488
	Iteration 2F: 3 clusters Score -1491623 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1492334.250000 Penalty: 4613.750488
	Iteration 3F: 3 clusters Score -1492334 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1493168.250000 Penalty: 4613.750488
	Iteration 4F: 3 clusters Score -1493168 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1493978.125000 Penalty: 4613.750488
	Iteration 5F: 3 clusters Score -1493978 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1494698.375000 Penalty: 4613.750488
	Iteration 6F: 3 clusters Score -1494698 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1495159.875000 Penalty: 4613.750488
	Iteration 7F: 3 clusters Score -1495160 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1495421.750000 Penalty: 4613.750488
	Iteration 8Q: 3 clusters Score -1495422 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1495578.000000 Penalty: 4613.750488
	Iteration 9Q: 3 clusters Score -1495578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1495673.000000 Penalty: 4613.750488
	Iteration 10Q: 3 clusters Score -1495673 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1495743.250000 Penalty: 4613.750488
	Iteration 11Q: 3 clusters Score -1495743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1495801.625000 Penalty: 4613.750488
	Iteration 12Q: 3 clusters Score -1495802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1495829.250000 Penalty: 4613.750488
	Iteration 13Q: 3 clusters Score -1495829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1495853.750000 Penalty: 4613.750488
	Iteration 14Q: 3 clusters Score -1495854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1495866.250000 Penalty: 4613.750488
	Iteration 15Q: 3 clusters Score -1495866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1495877.125000 Penalty: 4613.750488
	Iteration 16Q: 3 clusters Score -1495877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1495882.625000 Penalty: 4613.750488
	Iteration 17Q: 3 clusters Score -1495883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1495890.500000 Penalty: 4613.750488
	Iteration 18Q: 3 clusters Score -1495890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1495899.500000 Penalty: 4613.750488
	Iteration 19Q: 3 clusters Score -1495900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1495900.750000 Penalty: 4613.750488
	Iteration 20F: 3 clusters Score -1495901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1495897.750000 Penalty: 4613.750488
	Iteration 21Q: 3 clusters Score -1495898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1495902.375000 Penalty: 4613.750488
	Iteration 22Q: 3 clusters Score -1495902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1495905.250000 Penalty: 4613.750488
	Iteration 23Q: 3 clusters Score -1495905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1495904.750000 Penalty: 4613.750488
	Iteration 24Q: 3 clusters Score -1495905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1495908.125000 Penalty: 4613.750488
	Iteration 25Q: 3 clusters Score -1495908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1495909.625000 Penalty: 4613.750488
	Iteration 26Q: 3 clusters Score -1495910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1495910.875000 Penalty: 4613.750488
	Iteration 27Q: 3 clusters Score -1495911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1495911.500000 Penalty: 4613.750488
	Iteration 28Q: 3 clusters Score -1495912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1495911.500000 Penalty: 4613.750488
	Iteration 29F: 3 clusters Score -1495912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -925408.812500 Penalty: 2168.553955
	Iteration 0F: 2 clusters Score -925408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -920016.562500 Penalty: 4337.107910
	Iteration 0F: 3 clusters Score -920016.6 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -921424.250000 Penalty: 4337.107910
	Iteration 1F: 3 clusters Score -921424.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -921756.562500 Penalty: 4337.107910
	Iteration 2F: 3 clusters Score -921756.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -922077.812500 Penalty: 4337.107910
	Iteration 3F: 3 clusters Score -922077.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -922360.125000 Penalty: 4337.107910
	Iteration 4F: 3 clusters Score -922360.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -922675.500000 Penalty: 4337.107910
	Iteration 5F: 3 clusters Score -922675.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -923002.000000 Penalty: 4337.107910
	Iteration 6F: 3 clusters Score -923002 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -923308.187500 Penalty: 4337.107910
	Iteration 7F: 3 clusters Score -923308.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -923558.812500 Penalty: 4337.107910
	Iteration 8F: 3 clusters Score -923558.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -923743.187500 Penalty: 4337.107910
	Iteration 9Q: 3 clusters Score -923743.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -923865.812500 Penalty: 4337.107910
	Iteration 10Q: 3 clusters Score -923865.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -923936.562500 Penalty: 4337.107910
	Iteration 11Q: 3 clusters Score -923936.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -923992.500000 Penalty: 4337.107910
	Iteration 12Q: 3 clusters Score -923992.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -924020.312500 Penalty: 4337.107910
	Iteration 13Q: 3 clusters Score -924020.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -924038.875000 Penalty: 4337.107910
	Iteration 14Q: 3 clusters Score -924038.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -924053.125000 Penalty: 4337.107910
	Iteration 15Q: 3 clusters Score -924053.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -924064.000000 Penalty: 4337.107910
	Iteration 16Q: 3 clusters Score -924064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -924073.875000 Penalty: 4337.107910
	Iteration 17Q: 3 clusters Score -924073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -924080.562500 Penalty: 4337.107910
	Iteration 18Q: 3 clusters Score -924080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -924085.312500 Penalty: 4337.107910
	Iteration 19Q: 3 clusters Score -924085.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -924091.437500 Penalty: 4337.107910
	Iteration 20F: 3 clusters Score -924091.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -924097.187500 Penalty: 4337.107910
	Iteration 21Q: 3 clusters Score -924097.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -924102.625000 Penalty: 4337.107910
	Iteration 22Q: 3 clusters Score -924102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -924106.187500 Penalty: 4337.107910
	Iteration 23Q: 3 clusters Score -924106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -924107.125000 Penalty: 4337.107910
	Iteration 24Q: 3 clusters Score -924107.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -924110.062500 Penalty: 4337.107910
	Iteration 25Q: 3 clusters Score -924110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -924113.687500 Penalty: 4337.107910
	Iteration 26Q: 3 clusters Score -924113.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -924117.000000 Penalty: 4337.107910
	Iteration 27Q: 3 clusters Score -924117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -924118.562500 Penalty: 4337.107910
	Iteration 28Q: 3 clusters Score -924118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -924123.000000 Penalty: 4337.107910
	Iteration 29Q: 3 clusters Score -924123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -924125.687500 Penalty: 4337.107910
	Iteration 30Q: 3 clusters Score -924125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -924127.500000 Penalty: 4337.107910
	Iteration 31Q: 3 clusters Score -924127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -924127.312500 Penalty: 4337.107910
	Iteration 32Q: 3 clusters Score -924127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -924131.187500 Penalty: 4337.107910
	Iteration 33Q: 3 clusters Score -924131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -924133.562500 Penalty: 4337.107910
	Iteration 34Q: 3 clusters Score -924133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -924136.312500 Penalty: 4337.107910
	Iteration 35Q: 3 clusters Score -924136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -924135.937500 Penalty: 4337.107910
	Iteration 36Q: 3 clusters Score -924135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -924137.062500 Penalty: 4337.107910
	Iteration 37Q: 3 clusters Score -924137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -924137.625000 Penalty: 4337.107910
	Iteration 38Q: 3 clusters Score -924137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -924138.312500 Penalty: 4337.107910
	Iteration 39Q: 3 clusters Score -924138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -924138.625000 Penalty: 4337.107910
	Iteration 40F: 3 clusters Score -924138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -924139.187500 Penalty: 4337.107910
	Iteration 41Q: 3 clusters Score -924139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -924140.437500 Penalty: 4337.107910
	Iteration 42Q: 3 clusters Score -924140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -924140.687500 Penalty: 4337.107910
	Iteration 43Q: 3 clusters Score -924140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -924139.687500 Penalty: 4337.107910
	Iteration 44Q: 3 clusters Score -924139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -924141.937500 Penalty: 4337.107910
	Iteration 45Q: 3 clusters Score -924141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -924142.500000 Penalty: 4337.107910
	Iteration 46Q: 3 clusters Score -924142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -924146.562500 Penalty: 4337.107910
	Iteration 47Q: 3 clusters Score -924146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -924148.187500 Penalty: 4337.107910
	Iteration 48Q: 3 clusters Score -924148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -924150.000000 Penalty: 4337.107910
	Iteration 49Q: 3 clusters Score -924150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -924154.812500 Penalty: 4337.107910
	Iteration 50Q: 3 clusters Score -924154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -924152.812500 Penalty: 4337.107910
	Iteration 51Q: 3 clusters Score -924152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -924152.687500 Penalty: 4337.107910
	Iteration 52Q: 3 clusters Score -924152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -924153.312500 Penalty: 4337.107910
	Iteration 53Q: 3 clusters Score -924153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -924153.312500 Penalty: 4337.107910
	Iteration 54F: 3 clusters Score -924153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -306772.875000 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -306772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -304179.218750 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -304179.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -304640.687500 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -304640.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -304742.968750 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -304743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -304798.406250 Penalty: 3766.813232
	Iteration 3Q: 3 clusters Score -304798.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -304847.750000 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -304847.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -304877.406250 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -304877.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -304894.687500 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -304894.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304912.406250 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -304912.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -304926.968750 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -304927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304937.125000 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -304937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -304943.531250 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -304943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -304947.906250 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -304947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304954.718750 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -304954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304956.968750 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -304957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -304960.250000 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -304960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304965.593750 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -304965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -304967.937500 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -304967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -304968.406250 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -304968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304970.156250 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -304970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304971.937500 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -304971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -304972.250000 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -304972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304972.656250 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -304972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304972.656250 Penalty: 3766.813232
	Iteration 22F: 3 clusters Score -304972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Entering Unmasked Estep 
Score: -8277435.000000 Penalty: 2706.472412
	Iteration 0F: 2 clusters Score -8277435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -8240460.000000 Penalty: 5412.944824
	Iteration 0F: 3 clusters Score -8240460 nChanged 25557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -8254428.500000 Penalty: 5412.944824
	Iteration 1F: 3 clusters Score -8254428 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -8254976.000000 Penalty: 5412.944824
	Iteration 2Q: 3 clusters Score -8254976 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -8255519.500000 Penalty: 5412.944824
	Iteration 3Q: 3 clusters Score -8255520 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8255993.500000 Penalty: 5412.944824
	Iteration 4Q: 3 clusters Score -8255994 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -8256477.000000 Penalty: 5412.944824
	Iteration 5Q: 3 clusters Score -8256477 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -8257009.000000 Penalty: 5412.944824
	Iteration 6Q: 3 clusters Score -8257009 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -8257761.000000 Penalty: 5412.944824
	Iteration 7Q: 3 clusters Score -8257761 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8258726.500000 Penalty: 5412.944824
	Iteration 8Q: 3 clusters Score -8258726 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -8259939.500000 Penalty: 5412.944824
	Iteration 9Q: 3 clusters Score -8259940 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8261504.000000 Penalty: 5412.944824
	Iteration 10F: 3 clusters Score -8261504 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -8263257.000000 Penalty: 5412.944824
	Iteration 11F: 3 clusters Score -8263257 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -8264963.500000 Penalty: 5412.944824
	Iteration 12F: 3 clusters Score -8264964 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8266758.000000 Penalty: 5412.944824
	Iteration 13F: 3 clusters Score -8266758 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -8268506.000000 Penalty: 5412.944824
	Iteration 14F: 3 clusters Score -8268506 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8270130.000000 Penalty: 5412.944824
	Iteration 15Q: 3 clusters Score -8270130 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -8271517.500000 Penalty: 5412.944824
	Iteration 16Q: 3 clusters Score -8271518 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -8272747.000000 Penalty: 5412.944824
	Iteration 17Q: 3 clusters Score -8272747 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -8273623.500000 Penalty: 5412.944824
	Iteration 18Q: 3 clusters Score -8273624 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -8274191.000000 Penalty: 5412.944824
	Iteration 19Q: 3 clusters Score -8274191 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -8274583.500000 Penalty: 5412.944824
	Iteration 20F: 3 clusters Score -8274584 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -8274807.000000 Penalty: 5412.944824
	Iteration 21Q: 3 clusters Score -8274807 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -8274932.500000 Penalty: 5412.944824
	Iteration 22Q: 3 clusters Score -8274932 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -8274998.500000 Penalty: 5412.944824
	Iteration 23Q: 3 clusters Score -8274998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -8275070.500000 Penalty: 5412.944824
	Iteration 24Q: 3 clusters Score -8275070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -8275103.000000 Penalty: 5412.944824
	Iteration 25Q: 3 clusters Score -8275103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -8275109.500000 Penalty: 5412.944824
	Iteration 26Q: 3 clusters Score -8275110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -8275123.500000 Penalty: 5412.944824
	Iteration 27Q: 3 clusters Score -8275124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -8275134.500000 Penalty: 5412.944824
	Iteration 28Q: 3 clusters Score -8275134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -8275134.000000 Penalty: 5412.944824
	Iteration 29Q: 3 clusters Score -8275134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -8275129.000000 Penalty: 5412.944824
	Iteration 30Q: 3 clusters Score -8275129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -8275140.500000 Penalty: 5412.944824
	Iteration 31Q: 3 clusters Score -8275140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -8275157.000000 Penalty: 5412.944824
	Iteration 32Q: 3 clusters Score -8275157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -8275162.000000 Penalty: 5412.944824
	Iteration 33Q: 3 clusters Score -8275162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -8275172.000000 Penalty: 5412.944824
	Iteration 34Q: 3 clusters Score -8275172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -8275171.500000 Penalty: 5412.944824
	Iteration 35Q: 3 clusters Score -8275172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -8275177.000000 Penalty: 5412.944824
	Iteration 36Q: 3 clusters Score -8275177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -8275180.500000 Penalty: 5412.944824
	Iteration 37Q: 3 clusters Score -8275180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -8275186.000000 Penalty: 5412.944824
	Iteration 38Q: 3 clusters Score -8275186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8275188.000000 Penalty: 5412.944824
	Iteration 39Q: 3 clusters Score -8275188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -8275182.500000 Penalty: 5412.944824
	Iteration 40F: 3 clusters Score -8275182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -8275195.000000 Penalty: 5412.944824
	Iteration 41Q: 3 clusters Score -8275195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -8275188.000000 Penalty: 5412.944824
	Iteration 42Q: 3 clusters Score -8275188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -8275182.500000 Penalty: 5412.944824
	Iteration 43Q: 3 clusters Score -8275182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -8275187.000000 Penalty: 5412.944824
	Iteration 44Q: 3 clusters Score -8275187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -8275190.000000 Penalty: 5412.944824
	Iteration 45Q: 3 clusters Score -8275190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -8275195.000000 Penalty: 5412.944824
	Iteration 46Q: 3 clusters Score -8275195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -8275194.500000 Penalty: 5412.944824
	Iteration 47Q: 3 clusters Score -8275194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -8275188.000000 Penalty: 5412.944824
	Iteration 48Q: 3 clusters Score -8275188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -8275197.000000 Penalty: 5412.944824
	Iteration 49Q: 3 clusters Score -8275197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -8275196.000000 Penalty: 5412.944824
	Iteration 50Q: 3 clusters Score -8275196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -8275199.000000 Penalty: 5412.944824
	Iteration 51Q: 3 clusters Score -8275199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -8275198.000000 Penalty: 5412.944824
	Iteration 52Q: 3 clusters Score -8275198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -8275197.500000 Penalty: 5412.944824
	Iteration 53Q: 3 clusters Score -8275198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -8275197.500000 Penalty: 5412.944824
	Iteration 54F: 3 clusters Score -8275198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40817.750000 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40817.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41167.144531 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41167.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41317.421875 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41317.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41418.824219 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41418.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41448.687500 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41448.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41461.289062 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41461.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41474.648438 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41474.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41501.601562 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41516.441406 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41516.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41534.726562 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41534.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41550.304688 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41554.937500 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41554.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41554.937500 Penalty: 2905.534668
	Iteration 12F: 3 clusters Score -41554.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -681498.562500 Penalty: 2091.477295
	Iteration 0F: 2 clusters Score -681498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -677221.312500 Penalty: 4182.954590
	Iteration 0F: 3 clusters Score -677221.3 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -678192.375000 Penalty: 4182.954590
	Iteration 1F: 3 clusters Score -678192.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -678391.500000 Penalty: 4182.954590
	Iteration 2F: 3 clusters Score -678391.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -678520.062500 Penalty: 4182.954590
	Iteration 3Q: 3 clusters Score -678520.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -678596.062500 Penalty: 4182.954590
	Iteration 4Q: 3 clusters Score -678596.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -678651.375000 Penalty: 4182.954590
	Iteration 5Q: 3 clusters Score -678651.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -678684.000000 Penalty: 4182.954590
	Iteration 6Q: 3 clusters Score -678684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -678716.937500 Penalty: 4182.954590
	Iteration 7Q: 3 clusters Score -678716.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -678745.500000 Penalty: 4182.954590
	Iteration 8Q: 3 clusters Score -678745.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -678770.812500 Penalty: 4182.954590
	Iteration 9Q: 3 clusters Score -678770.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -678794.875000 Penalty: 4182.954590
	Iteration 10Q: 3 clusters Score -678794.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -678815.875000 Penalty: 4182.954590
	Iteration 11Q: 3 clusters Score -678815.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -678839.750000 Penalty: 4182.954590
	Iteration 12Q: 3 clusters Score -678839.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -678865.812500 Penalty: 4182.954590
	Iteration 13Q: 3 clusters Score -678865.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -678897.750000 Penalty: 4182.954590
	Iteration 14Q: 3 clusters Score -678897.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -678939.375000 Penalty: 4182.954590
	Iteration 15Q: 3 clusters Score -678939.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -678995.000000 Penalty: 4182.954590
	Iteration 16Q: 3 clusters Score -678995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -679052.312500 Penalty: 4182.954590
	Iteration 17Q: 3 clusters Score -679052.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -679109.062500 Penalty: 4182.954590
	Iteration 18Q: 3 clusters Score -679109.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -679181.437500 Penalty: 4182.954590
	Iteration 19Q: 3 clusters Score -679181.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -679260.312500 Penalty: 4182.954590
	Iteration 20F: 3 clusters Score -679260.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -679337.187500 Penalty: 4182.954590
	Iteration 21Q: 3 clusters Score -679337.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -679410.750000 Penalty: 4182.954590
	Iteration 22Q: 3 clusters Score -679410.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -679465.250000 Penalty: 4182.954590
	Iteration 23Q: 3 clusters Score -679465.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -679523.812500 Penalty: 4182.954590
	Iteration 24Q: 3 clusters Score -679523.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -679566.125000 Penalty: 4182.954590
	Iteration 25Q: 3 clusters Score -679566.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -679599.937500 Penalty: 4182.954590
	Iteration 26Q: 3 clusters Score -679599.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -679628.562500 Penalty: 4182.954590
	Iteration 27Q: 3 clusters Score -679628.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -679648.687500 Penalty: 4182.954590
	Iteration 28Q: 3 clusters Score -679648.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -679666.625000 Penalty: 4182.954590
	Iteration 29Q: 3 clusters Score -679666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -679681.437500 Penalty: 4182.954590
	Iteration 30Q: 3 clusters Score -679681.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -679692.437500 Penalty: 4182.954590
	Iteration 31Q: 3 clusters Score -679692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -679702.812500 Penalty: 4182.954590
	Iteration 32Q: 3 clusters Score -679702.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -679723.062500 Penalty: 4182.954590
	Iteration 33Q: 3 clusters Score -679723.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -679735.312500 Penalty: 4182.954590
	Iteration 34Q: 3 clusters Score -679735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -679744.500000 Penalty: 4182.954590
	Iteration 35Q: 3 clusters Score -679744.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -679751.500000 Penalty: 4182.954590
	Iteration 36Q: 3 clusters Score -679751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -679757.250000 Penalty: 4182.954590
	Iteration 37Q: 3 clusters Score -679757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -679762.562500 Penalty: 4182.954590
	Iteration 38Q: 3 clusters Score -679762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -679767.312500 Penalty: 4182.954590
	Iteration 39Q: 3 clusters Score -679767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -679769.250000 Penalty: 4182.954590
	Iteration 40F: 3 clusters Score -679769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -679771.687500 Penalty: 4182.954590
	Iteration 41Q: 3 clusters Score -679771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -679773.125000 Penalty: 4182.954590
	Iteration 42Q: 3 clusters Score -679773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -679775.375000 Penalty: 4182.954590
	Iteration 43Q: 3 clusters Score -679775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -679778.312500 Penalty: 4182.954590
	Iteration 44Q: 3 clusters Score -679778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -679781.312500 Penalty: 4182.954590
	Iteration 45Q: 3 clusters Score -679781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -679785.250000 Penalty: 4182.954590
	Iteration 46Q: 3 clusters Score -679785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -679787.312500 Penalty: 4182.954590
	Iteration 47Q: 3 clusters Score -679787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -679790.437500 Penalty: 4182.954590
	Iteration 48Q: 3 clusters Score -679790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -679790.687500 Penalty: 4182.954590
	Iteration 49Q: 3 clusters Score -679790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -679791.250000 Penalty: 4182.954590
	Iteration 50Q: 3 clusters Score -679791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -679791.250000 Penalty: 4182.954590
	Iteration 51F: 3 clusters Score -679791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98270.437500 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98270.44 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98625.406250 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98625.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98773.578125 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98773.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98912.195312 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98912.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99069.218750 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -99069.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99173.351562 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99173.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99266.031250 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99266.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99349.937500 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99349.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99443.523438 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99443.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99486.125000 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99486.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99521.046875 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99521.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99548.390625 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99548.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99602.531250 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99602.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99637.468750 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99637.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99709.664062 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -99709.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99884.453125 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -99884.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100207.976562 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -100208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100358.218750 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -100358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100381.960938 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -100382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100381.960938 Penalty: 3282.231934
	Iteration 19F: 3 clusters Score -100382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 104617 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106566 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 41572 members 
Mstep: Class 23 contains 59851 members 
Mstep: Class 24 contains 63115 members 
Mstep: Class 25 contains 101456 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 457 members 
Entering Unmasked Estep 
Score: -137801632.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137803072.000000 to -137801632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Entering Unmasked Estep 
Score: -1503128.500000 Penalty: 2290.021973
	Iteration 0F: 2 clusters Score -1503128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1495388.750000 Penalty: 4580.043945
	Iteration 0F: 3 clusters Score -1495389 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1497599.125000 Penalty: 4580.043945
	Iteration 1F: 3 clusters Score -1497599 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1498056.500000 Penalty: 4580.043945
	Iteration 2F: 3 clusters Score -1498056 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1498419.000000 Penalty: 4580.043945
	Iteration 3F: 3 clusters Score -1498419 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1498776.125000 Penalty: 4580.043945
	Iteration 4F: 3 clusters Score -1498776 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1499090.000000 Penalty: 4580.043945
	Iteration 5F: 3 clusters Score -1499090 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1499382.125000 Penalty: 4580.043945
	Iteration 6Q: 3 clusters Score -1499382 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1499676.875000 Penalty: 4580.043945
	Iteration 7Q: 3 clusters Score -1499677 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1499978.375000 Penalty: 4580.043945
	Iteration 8Q: 3 clusters Score -1499978 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1500246.125000 Penalty: 4580.043945
	Iteration 9Q: 3 clusters Score -1500246 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1500452.375000 Penalty: 4580.043945
	Iteration 10Q: 3 clusters Score -1500452 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1500666.250000 Penalty: 4580.043945
	Iteration 11Q: 3 clusters Score -1500666 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1500842.750000 Penalty: 4580.043945
	Iteration 12Q: 3 clusters Score -1500843 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1500995.000000 Penalty: 4580.043945
	Iteration 13Q: 3 clusters Score -1500995 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1501130.625000 Penalty: 4580.043945
	Iteration 14Q: 3 clusters Score -1501131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1501227.375000 Penalty: 4580.043945
	Iteration 15Q: 3 clusters Score -1501227 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1501320.250000 Penalty: 4580.043945
	Iteration 16Q: 3 clusters Score -1501320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1501409.875000 Penalty: 4580.043945
	Iteration 17Q: 3 clusters Score -1501410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1501464.500000 Penalty: 4580.043945
	Iteration 18Q: 3 clusters Score -1501464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1501511.500000 Penalty: 4580.043945
	Iteration 19Q: 3 clusters Score -1501512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1501549.500000 Penalty: 4580.043945
	Iteration 20F: 3 clusters Score -1501550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1501577.375000 Penalty: 4580.043945
	Iteration 21Q: 3 clusters Score -1501577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1501603.375000 Penalty: 4580.043945
	Iteration 22Q: 3 clusters Score -1501603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1501626.875000 Penalty: 4580.043945
	Iteration 23Q: 3 clusters Score -1501627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1501647.500000 Penalty: 4580.043945
	Iteration 24Q: 3 clusters Score -1501648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1501661.625000 Penalty: 4580.043945
	Iteration 25Q: 3 clusters Score -1501662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1501679.500000 Penalty: 4580.043945
	Iteration 26Q: 3 clusters Score -1501680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1501695.375000 Penalty: 4580.043945
	Iteration 27Q: 3 clusters Score -1501695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1501699.625000 Penalty: 4580.043945
	Iteration 28Q: 3 clusters Score -1501700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1501706.375000 Penalty: 4580.043945
	Iteration 29Q: 3 clusters Score -1501706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1501709.250000 Penalty: 4580.043945
	Iteration 30Q: 3 clusters Score -1501709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1501712.375000 Penalty: 4580.043945
	Iteration 31Q: 3 clusters Score -1501712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1501714.625000 Penalty: 4580.043945
	Iteration 32Q: 3 clusters Score -1501715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1501722.500000 Penalty: 4580.043945
	Iteration 33Q: 3 clusters Score -1501722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1501728.625000 Penalty: 4580.043945
	Iteration 34Q: 3 clusters Score -1501729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1501727.500000 Penalty: 4580.043945
	Iteration 35Q: 3 clusters Score -1501728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1501730.500000 Penalty: 4580.043945
	Iteration 36Q: 3 clusters Score -1501730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1501732.375000 Penalty: 4580.043945
	Iteration 37Q: 3 clusters Score -1501732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1501732.125000 Penalty: 4580.043945
	Iteration 38Q: 3 clusters Score -1501732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1501736.250000 Penalty: 4580.043945
	Iteration 39Q: 3 clusters Score -1501736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1501737.500000 Penalty: 4580.043945
	Iteration 40F: 3 clusters Score -1501738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1501742.000000 Penalty: 4580.043945
	Iteration 41Q: 3 clusters Score -1501742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1501748.750000 Penalty: 4580.043945
	Iteration 42Q: 3 clusters Score -1501749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1501756.625000 Penalty: 4580.043945
	Iteration 43Q: 3 clusters Score -1501757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1501763.625000 Penalty: 4580.043945
	Iteration 44Q: 3 clusters Score -1501764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1501773.875000 Penalty: 4580.043945
	Iteration 45Q: 3 clusters Score -1501774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1501788.750000 Penalty: 4580.043945
	Iteration 46Q: 3 clusters Score -1501789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1501809.000000 Penalty: 4580.043945
	Iteration 47Q: 3 clusters Score -1501809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1501822.250000 Penalty: 4580.043945
	Iteration 48Q: 3 clusters Score -1501822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1501833.125000 Penalty: 4580.043945
	Iteration 49Q: 3 clusters Score -1501833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1501843.000000 Penalty: 4580.043945
	Iteration 50Q: 3 clusters Score -1501843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1501854.375000 Penalty: 4580.043945
	Iteration 51Q: 3 clusters Score -1501854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1501861.250000 Penalty: 4580.043945
	Iteration 52Q: 3 clusters Score -1501861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1501871.250000 Penalty: 4580.043945
	Iteration 53Q: 3 clusters Score -1501871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1501881.000000 Penalty: 4580.043945
	Iteration 54Q: 3 clusters Score -1501881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1501889.625000 Penalty: 4580.043945
	Iteration 55Q: 3 clusters Score -1501890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1501895.750000 Penalty: 4580.043945
	Iteration 56Q: 3 clusters Score -1501896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1501907.000000 Penalty: 4580.043945
	Iteration 57Q: 3 clusters Score -1501907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1501926.500000 Penalty: 4580.043945
	Iteration 58Q: 3 clusters Score -1501926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1501940.750000 Penalty: 4580.043945
	Iteration 59Q: 3 clusters Score -1501941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1501945.375000 Penalty: 4580.043945
	Iteration 60F: 3 clusters Score -1501945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1501950.625000 Penalty: 4580.043945
	Iteration 61Q: 3 clusters Score -1501951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1501953.375000 Penalty: 4580.043945
	Iteration 62Q: 3 clusters Score -1501953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1501953.875000 Penalty: 4580.043945
	Iteration 63Q: 3 clusters Score -1501954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1501956.625000 Penalty: 4580.043945
	Iteration 64Q: 3 clusters Score -1501957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1501957.875000 Penalty: 4580.043945
	Iteration 65Q: 3 clusters Score -1501958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1501958.375000 Penalty: 4580.043945
	Iteration 66Q: 3 clusters Score -1501958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1501959.875000 Penalty: 4580.043945
	Iteration 67Q: 3 clusters Score -1501960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1501959.875000 Penalty: 4580.043945
	Iteration 68F: 3 clusters Score -1501960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Entering Unmasked Estep 
Score: -16393382.000000 Penalty: 2870.977051
	Iteration 0F: 2 clusters Score -1.639338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -16322998.000000 Penalty: 5741.954102
	Iteration 0F: 3 clusters Score -1.6323e+07 nChanged 50345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -16351746.000000 Penalty: 5741.954102
	Iteration 1F: 3 clusters Score -1.635175e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -16352591.000000 Penalty: 5741.954102
	Iteration 2Q: 3 clusters Score -1.635259e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -16353642.000000 Penalty: 5741.954102
	Iteration 3Q: 3 clusters Score -1.635364e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -16355633.000000 Penalty: 5741.954102
	Iteration 4Q: 3 clusters Score -1.635563e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -16359045.000000 Penalty: 5741.954102
	Iteration 5F: 3 clusters Score -1.635904e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -16365207.000000 Penalty: 5741.954102
	Iteration 6F: 3 clusters Score -1.636521e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -16374188.000000 Penalty: 5741.954102
	Iteration 7F: 3 clusters Score -1.637419e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -16383190.000000 Penalty: 5741.954102
	Iteration 8F: 3 clusters Score -1.638319e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16388393.000000 Penalty: 5741.954102
	Iteration 9F: 3 clusters Score -1.638839e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16390167.000000 Penalty: 5741.954102
	Iteration 10Q: 3 clusters Score -1.639017e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16390649.000000 Penalty: 5741.954102
	Iteration 11Q: 3 clusters Score -1.639065e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16390787.000000 Penalty: 5741.954102
	Iteration 12Q: 3 clusters Score -1.639079e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16390856.000000 Penalty: 5741.954102
	Iteration 13Q: 3 clusters Score -1.639086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16390871.000000 Penalty: 5741.954102
	Iteration 14Q: 3 clusters Score -1.639087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16390892.000000 Penalty: 5741.954102
	Iteration 15Q: 3 clusters Score -1.639089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16390904.000000 Penalty: 5741.954102
	Iteration 16Q: 3 clusters Score -1.63909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16390911.000000 Penalty: 5741.954102
	Iteration 17Q: 3 clusters Score -1.639091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16390914.000000 Penalty: 5741.954102
	Iteration 18Q: 3 clusters Score -1.639091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16390917.000000 Penalty: 5741.954102
	Iteration 19Q: 3 clusters Score -1.639092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16390921.000000 Penalty: 5741.954102
	Iteration 20F: 3 clusters Score -1.639092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16390919.000000 Penalty: 5741.954102
	Iteration 21Q: 3 clusters Score -1.639092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16390923.000000 Penalty: 5741.954102
	Iteration 22Q: 3 clusters Score -1.639092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16390923.000000 Penalty: 5741.954102
	Iteration 23F: 3 clusters Score -1.639092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85364.531250 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85364.53 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86007.867188 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86007.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86257.750000 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86257.75 nChanged 50
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: -86496.835938 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86496.84 nChanged 34
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: -86705.898438 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -86705.9 nChanged 29
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: -86865.890625 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -86865.89 nChanged 15
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: -86927.328125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -86927.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87029.367188 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87029.37 nChanged 11
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: -87086.125000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87086.12 nChanged 9
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: -87251.648438 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87251.65 nChanged 7
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: -87344.070312 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87344.07 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: -87350.343750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87350.34 nChanged 2
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: -87369.515625 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87369.52 nChanged 0
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: -87369.515625 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -87369.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 104617 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106566 members 
Mstep: Class 15 contains 346 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 41572 members 
Mstep: Class 23 contains 59851 members 
Mstep: Class 24 contains 63115 members 
Mstep: Class 25 contains 101456 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
Score: -137801712.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137803072.000000 to -137801712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Entering Unmasked Estep 
Score: -14484068.000000 Penalty: 2839.427246
	Iteration 0F: 2 clusters Score -1.448407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -14422151.000000 Penalty: 5678.854492
	Iteration 0F: 3 clusters Score -1.442215e+07 nChanged 44327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -14447707.000000 Penalty: 5678.854492
	Iteration 1F: 3 clusters Score -1.444771e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -14449001.000000 Penalty: 5678.854492
	Iteration 2Q: 3 clusters Score -1.4449e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -14450510.000000 Penalty: 5678.854492
	Iteration 3Q: 3 clusters Score -1.445051e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -14452569.000000 Penalty: 5678.854492
	Iteration 4Q: 3 clusters Score -1.445257e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -14455372.000000 Penalty: 5678.854492
	Iteration 5F: 3 clusters Score -1.445537e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -14458724.000000 Penalty: 5678.854492
	Iteration 6F: 3 clusters Score -1.445872e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -14462463.000000 Penalty: 5678.854492
	Iteration 7F: 3 clusters Score -1.446246e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -14466242.000000 Penalty: 5678.854492
	Iteration 8F: 3 clusters Score -1.446624e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -14469824.000000 Penalty: 5678.854492
	Iteration 9F: 3 clusters Score -1.446982e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -14472908.000000 Penalty: 5678.854492
	Iteration 10Q: 3 clusters Score -1.447291e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -14475395.000000 Penalty: 5678.854492
	Iteration 11Q: 3 clusters Score -1.44754e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -14477305.000000 Penalty: 5678.854492
	Iteration 12Q: 3 clusters Score -1.44773e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -14478793.000000 Penalty: 5678.854492
	Iteration 13Q: 3 clusters Score -1.447879e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -14479729.000000 Penalty: 5678.854492
	Iteration 14Q: 3 clusters Score -1.447973e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -14480428.000000 Penalty: 5678.854492
	Iteration 15Q: 3 clusters Score -1.448043e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14480867.000000 Penalty: 5678.854492
	Iteration 16Q: 3 clusters Score -1.448087e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14481159.000000 Penalty: 5678.854492
	Iteration 17Q: 3 clusters Score -1.448116e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -14481353.000000 Penalty: 5678.854492
	Iteration 18Q: 3 clusters Score -1.448135e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14481472.000000 Penalty: 5678.854492
	Iteration 19Q: 3 clusters Score -1.448147e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14481542.000000 Penalty: 5678.854492
	Iteration 20F: 3 clusters Score -1.448154e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14481598.000000 Penalty: 5678.854492
	Iteration 21Q: 3 clusters Score -1.44816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14481614.000000 Penalty: 5678.854492
	Iteration 22Q: 3 clusters Score -1.448161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14481641.000000 Penalty: 5678.854492
	Iteration 23Q: 3 clusters Score -1.448164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14481682.000000 Penalty: 5678.854492
	Iteration 24Q: 3 clusters Score -1.448168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14481686.000000 Penalty: 5678.854492
	Iteration 25Q: 3 clusters Score -1.448169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14481709.000000 Penalty: 5678.854492
	Iteration 26Q: 3 clusters Score -1.448171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14481716.000000 Penalty: 5678.854492
	Iteration 27Q: 3 clusters Score -1.448172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14481710.000000 Penalty: 5678.854492
	Iteration 28Q: 3 clusters Score -1.448171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14481720.000000 Penalty: 5678.854492
	Iteration 29Q: 3 clusters Score -1.448172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14481720.000000 Penalty: 5678.854492
	Iteration 30Q: 3 clusters Score -1.448172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14481728.000000 Penalty: 5678.854492
	Iteration 31Q: 3 clusters Score -1.448173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14481729.000000 Penalty: 5678.854492
	Iteration 32Q: 3 clusters Score -1.448173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14481719.000000 Penalty: 5678.854492
	Iteration 33Q: 3 clusters Score -1.448172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14481741.000000 Penalty: 5678.854492
	Iteration 34Q: 3 clusters Score -1.448174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14481733.000000 Penalty: 5678.854492
	Iteration 35Q: 3 clusters Score -1.448173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14481747.000000 Penalty: 5678.854492
	Iteration 36Q: 3 clusters Score -1.448175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14481750.000000 Penalty: 5678.854492
	Iteration 37Q: 3 clusters Score -1.448175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14481745.000000 Penalty: 5678.854492
	Iteration 38Q: 3 clusters Score -1.448174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14481742.000000 Penalty: 5678.854492
	Iteration 39Q: 3 clusters Score -1.448174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14481756.000000 Penalty: 5678.854492
	Iteration 40F: 3 clusters Score -1.448176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14481776.000000 Penalty: 5678.854492
	Iteration 41Q: 3 clusters Score -1.448178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14481771.000000 Penalty: 5678.854492
	Iteration 42Q: 3 clusters Score -1.448177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14481763.000000 Penalty: 5678.854492
	Iteration 43Q: 3 clusters Score -1.448176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14481763.000000 Penalty: 5678.854492
	Iteration 44F: 3 clusters Score -1.448176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Entering Unmasked Estep 
Score: -2971750.750000 Penalty: 2451.598145
	Iteration 0F: 2 clusters Score -2971751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2957904.750000 Penalty: 4903.196289
	Iteration 0F: 3 clusters Score -2957905 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2962466.750000 Penalty: 4903.196289
	Iteration 1F: 3 clusters Score -2962467 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2962848.500000 Penalty: 4903.196289
	Iteration 2F: 3 clusters Score -2962848 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2963163.250000 Penalty: 4903.196289
	Iteration 3Q: 3 clusters Score -2963163 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2963496.000000 Penalty: 4903.196289
	Iteration 4Q: 3 clusters Score -2963496 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2963866.250000 Penalty: 4903.196289
	Iteration 5Q: 3 clusters Score -2963866 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2964256.500000 Penalty: 4903.196289
	Iteration 6Q: 3 clusters Score -2964256 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2964776.750000 Penalty: 4903.196289
	Iteration 7Q: 3 clusters Score -2964777 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2965400.250000 Penalty: 4903.196289
	Iteration 8F: 3 clusters Score -2965400 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2966113.000000 Penalty: 4903.196289
	Iteration 9F: 3 clusters Score -2966113 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2966965.750000 Penalty: 4903.196289
	Iteration 10F: 3 clusters Score -2966966 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2967838.250000 Penalty: 4903.196289
	Iteration 11F: 3 clusters Score -2967838 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2968523.750000 Penalty: 4903.196289
	Iteration 12Q: 3 clusters Score -2968524 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2968945.500000 Penalty: 4903.196289
	Iteration 13Q: 3 clusters Score -2968946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2969161.500000 Penalty: 4903.196289
	Iteration 14Q: 3 clusters Score -2969162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2969319.250000 Penalty: 4903.196289
	Iteration 15Q: 3 clusters Score -2969319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2969408.000000 Penalty: 4903.196289
	Iteration 16Q: 3 clusters Score -2969408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2969457.000000 Penalty: 4903.196289
	Iteration 17Q: 3 clusters Score -2969457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2969492.750000 Penalty: 4903.196289
	Iteration 18Q: 3 clusters Score -2969493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2969523.000000 Penalty: 4903.196289
	Iteration 19Q: 3 clusters Score -2969523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2969536.750000 Penalty: 4903.196289
	Iteration 20F: 3 clusters Score -2969537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2969545.250000 Penalty: 4903.196289
	Iteration 21Q: 3 clusters Score -2969545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2969553.750000 Penalty: 4903.196289
	Iteration 22Q: 3 clusters Score -2969554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2969557.750000 Penalty: 4903.196289
	Iteration 23Q: 3 clusters Score -2969558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2969559.500000 Penalty: 4903.196289
	Iteration 24Q: 3 clusters Score -2969560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2969561.000000 Penalty: 4903.196289
	Iteration 25Q: 3 clusters Score -2969561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2969562.000000 Penalty: 4903.196289
	Iteration 26Q: 3 clusters Score -2969562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2969564.000000 Penalty: 4903.196289
	Iteration 27Q: 3 clusters Score -2969564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2969567.000000 Penalty: 4903.196289
	Iteration 28Q: 3 clusters Score -2969567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2969567.000000 Penalty: 4903.196289
	Iteration 29Q: 3 clusters Score -2969567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2969567.000000 Penalty: 4903.196289
	Iteration 30F: 3 clusters Score -2969567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -55320.871094 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -55320.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54086.019531 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -54086.02 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54279.941406 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -54279.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54319.199219 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -54319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54344.246094 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -54344.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54363.347656 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -54363.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54385.179688 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -54385.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54393.515625 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -54393.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54408.164062 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -54408.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54414.921875 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -54414.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54426.890625 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -54426.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54439.140625 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -54439.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54453.082031 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -54453.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54470.066406 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -54470.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54494.097656 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -54494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54528.960938 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -54528.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54598.484375 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -54598.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54654.351562 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -54654.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -54720.550781 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -54720.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54752.042969 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -54752.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54771.140625 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -54771.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54792.835938 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -54792.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54863.554688 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -54863.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54866.417969 Penalty: 3083.436523
	Iteration 22Q: 3 clusters Score -54866.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54869.140625 Penalty: 3083.436523
	Iteration 23Q: 3 clusters Score -54869.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54869.140625 Penalty: 3083.436523
	Iteration 24F: 3 clusters Score -54869.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Entering Unmasked Estep 
Score: -4332616.000000 Penalty: 2554.586670
	Iteration 0F: 2 clusters Score -4332616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4312185.000000 Penalty: 5109.173340
	Iteration 0F: 3 clusters Score -4312185 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4319542.500000 Penalty: 5109.173340
	Iteration 1F: 3 clusters Score -4319542 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4320057.500000 Penalty: 5109.173340
	Iteration 2Q: 3 clusters Score -4320058 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4320476.500000 Penalty: 5109.173340
	Iteration 3Q: 3 clusters Score -4320476 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4320861.000000 Penalty: 5109.173340
	Iteration 4Q: 3 clusters Score -4320861 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4321321.000000 Penalty: 5109.173340
	Iteration 5Q: 3 clusters Score -4321321 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4321753.000000 Penalty: 5109.173340
	Iteration 6Q: 3 clusters Score -4321753 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4322203.000000 Penalty: 5109.173340
	Iteration 7Q: 3 clusters Score -4322203 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4322609.000000 Penalty: 5109.173340
	Iteration 8Q: 3 clusters Score -4322609 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4323042.000000 Penalty: 5109.173340
	Iteration 9Q: 3 clusters Score -4323042 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4323453.500000 Penalty: 5109.173340
	Iteration 10Q: 3 clusters Score -4323454 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4323877.000000 Penalty: 5109.173340
	Iteration 11Q: 3 clusters Score -4323877 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4324352.000000 Penalty: 5109.173340
	Iteration 12Q: 3 clusters Score -4324352 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4324898.000000 Penalty: 5109.173340
	Iteration 13Q: 3 clusters Score -4324898 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4325509.000000 Penalty: 5109.173340
	Iteration 14Q: 3 clusters Score -4325509 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4326151.500000 Penalty: 5109.173340
	Iteration 15Q: 3 clusters Score -4326152 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -4326712.000000 Penalty: 5109.173340
	Iteration 16Q: 3 clusters Score -4326712 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4327141.500000 Penalty: 5109.173340
	Iteration 17Q: 3 clusters Score -4327142 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4327467.000000 Penalty: 5109.173340
	Iteration 18Q: 3 clusters Score -4327467 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4327739.500000 Penalty: 5109.173340
	Iteration 19Q: 3 clusters Score -4327740 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4327951.000000 Penalty: 5109.173340
	Iteration 20F: 3 clusters Score -4327951 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4328184.000000 Penalty: 5109.173340
	Iteration 21Q: 3 clusters Score -4328184 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4328367.500000 Penalty: 5109.173340
	Iteration 22Q: 3 clusters Score -4328368 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4328536.500000 Penalty: 5109.173340
	Iteration 23Q: 3 clusters Score -4328536 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4328717.500000 Penalty: 5109.173340
	Iteration 24Q: 3 clusters Score -4328718 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4328880.000000 Penalty: 5109.173340
	Iteration 25Q: 3 clusters Score -4328880 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4329009.000000 Penalty: 5109.173340
	Iteration 26Q: 3 clusters Score -4329009 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4329170.000000 Penalty: 5109.173340
	Iteration 27Q: 3 clusters Score -4329170 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4329316.500000 Penalty: 5109.173340
	Iteration 28Q: 3 clusters Score -4329316 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4329444.000000 Penalty: 5109.173340
	Iteration 29Q: 3 clusters Score -4329444 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4329540.000000 Penalty: 5109.173340
	Iteration 30Q: 3 clusters Score -4329540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4329656.000000 Penalty: 5109.173340
	Iteration 31Q: 3 clusters Score -4329656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4329776.500000 Penalty: 5109.173340
	Iteration 32Q: 3 clusters Score -4329776 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4329894.500000 Penalty: 5109.173340
	Iteration 33Q: 3 clusters Score -4329894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4329995.000000 Penalty: 5109.173340
	Iteration 34Q: 3 clusters Score -4329995 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4330087.500000 Penalty: 5109.173340
	Iteration 35Q: 3 clusters Score -4330088 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4330158.000000 Penalty: 5109.173340
	Iteration 36Q: 3 clusters Score -4330158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4330224.500000 Penalty: 5109.173340
	Iteration 37Q: 3 clusters Score -4330224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4330276.000000 Penalty: 5109.173340
	Iteration 38Q: 3 clusters Score -4330276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4330335.000000 Penalty: 5109.173340
	Iteration 39Q: 3 clusters Score -4330335 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4330409.000000 Penalty: 5109.173340
	Iteration 40F: 3 clusters Score -4330409 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4330450.500000 Penalty: 5109.173340
	Iteration 41Q: 3 clusters Score -4330450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -4330500.500000 Penalty: 5109.173340
	Iteration 42Q: 3 clusters Score -4330500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4330552.000000 Penalty: 5109.173340
	Iteration 43Q: 3 clusters Score -4330552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4330590.500000 Penalty: 5109.173340
	Iteration 44Q: 3 clusters Score -4330590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4330635.500000 Penalty: 5109.173340
	Iteration 45Q: 3 clusters Score -4330636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4330678.000000 Penalty: 5109.173340
	Iteration 46Q: 3 clusters Score -4330678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4330733.000000 Penalty: 5109.173340
	Iteration 47Q: 3 clusters Score -4330733 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4330753.000000 Penalty: 5109.173340
	Iteration 48Q: 3 clusters Score -4330753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4330775.000000 Penalty: 5109.173340
	Iteration 49Q: 3 clusters Score -4330775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4330802.000000 Penalty: 5109.173340
	Iteration 50Q: 3 clusters Score -4330802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4330813.000000 Penalty: 5109.173340
	Iteration 51Q: 3 clusters Score -4330813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4330836.000000 Penalty: 5109.173340
	Iteration 52Q: 3 clusters Score -4330836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4330847.000000 Penalty: 5109.173340
	Iteration 53Q: 3 clusters Score -4330847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4330850.500000 Penalty: 5109.173340
	Iteration 54Q: 3 clusters Score -4330850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4330862.000000 Penalty: 5109.173340
	Iteration 55Q: 3 clusters Score -4330862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4330877.000000 Penalty: 5109.173340
	Iteration 56Q: 3 clusters Score -4330877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4330890.500000 Penalty: 5109.173340
	Iteration 57Q: 3 clusters Score -4330890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4330904.500000 Penalty: 5109.173340
	Iteration 58Q: 3 clusters Score -4330904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4330915.500000 Penalty: 5109.173340
	Iteration 59Q: 3 clusters Score -4330916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4330929.500000 Penalty: 5109.173340
	Iteration 60F: 3 clusters Score -4330930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4330942.000000 Penalty: 5109.173340
	Iteration 61Q: 3 clusters Score -4330942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4330954.500000 Penalty: 5109.173340
	Iteration 62Q: 3 clusters Score -4330954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4330974.000000 Penalty: 5109.173340
	Iteration 63Q: 3 clusters Score -4330974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4330972.500000 Penalty: 5109.173340
	Iteration 64Q: 3 clusters Score -4330972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4330977.500000 Penalty: 5109.173340
	Iteration 65Q: 3 clusters Score -4330978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4330990.500000 Penalty: 5109.173340
	Iteration 66Q: 3 clusters Score -4330990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4330991.000000 Penalty: 5109.173340
	Iteration 67Q: 3 clusters Score -4330991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4331007.500000 Penalty: 5109.173340
	Iteration 68Q: 3 clusters Score -4331008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4331008.000000 Penalty: 5109.173340
	Iteration 69Q: 3 clusters Score -4331008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4331009.500000 Penalty: 5109.173340
	Iteration 70Q: 3 clusters Score -4331010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4331016.000000 Penalty: 5109.173340
	Iteration 71Q: 3 clusters Score -4331016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4331021.500000 Penalty: 5109.173340
	Iteration 72Q: 3 clusters Score -4331022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4331020.500000 Penalty: 5109.173340
	Iteration 73Q: 3 clusters Score -4331020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4331026.000000 Penalty: 5109.173340
	Iteration 74Q: 3 clusters Score -4331026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4331025.000000 Penalty: 5109.173340
	Iteration 75Q: 3 clusters Score -4331025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4331028.500000 Penalty: 5109.173340
	Iteration 76Q: 3 clusters Score -4331028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4331029.500000 Penalty: 5109.173340
	Iteration 77Q: 3 clusters Score -4331030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4331039.000000 Penalty: 5109.173340
	Iteration 78Q: 3 clusters Score -4331039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4331037.500000 Penalty: 5109.173340
	Iteration 79Q: 3 clusters Score -4331038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4331036.500000 Penalty: 5109.173340
	Iteration 80F: 3 clusters Score -4331036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4331042.000000 Penalty: 5109.173340
	Iteration 81Q: 3 clusters Score -4331042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4331038.000000 Penalty: 5109.173340
	Iteration 82Q: 3 clusters Score -4331038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4331034.000000 Penalty: 5109.173340
	Iteration 83Q: 3 clusters Score -4331034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4331039.000000 Penalty: 5109.173340
	Iteration 84Q: 3 clusters Score -4331039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4331041.500000 Penalty: 5109.173340
	Iteration 85Q: 3 clusters Score -4331042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4331040.500000 Penalty: 5109.173340
	Iteration 86Q: 3 clusters Score -4331040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4331040.500000 Penalty: 5109.173340
	Iteration 87Q: 3 clusters Score -4331040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4331042.500000 Penalty: 5109.173340
	Iteration 88Q: 3 clusters Score -4331042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4331046.500000 Penalty: 5109.173340
	Iteration 89Q: 3 clusters Score -4331046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4331045.500000 Penalty: 5109.173340
	Iteration 90Q: 3 clusters Score -4331046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4331045.500000 Penalty: 5109.173340
	Iteration 91Q: 3 clusters Score -4331046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4331041.000000 Penalty: 5109.173340
	Iteration 92Q: 3 clusters Score -4331041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4331043.500000 Penalty: 5109.173340
	Iteration 93Q: 3 clusters Score -4331044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4331045.000000 Penalty: 5109.173340
	Iteration 94Q: 3 clusters Score -4331045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4331045.000000 Penalty: 5109.173340
	Iteration 95Q: 3 clusters Score -4331045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4331045.000000 Penalty: 5109.173340
	Iteration 96F: 3 clusters Score -4331045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -462913.062500 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -462913.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -459392.437500 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -459392.4 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -460153.843750 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -460153.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -460413.625000 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -460413.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -460623.343750 Penalty: 4027.959473
	Iteration 3F: 3 clusters Score -460623.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -460863.093750 Penalty: 4027.959473
	Iteration 4F: 3 clusters Score -460863.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -461224.156250 Penalty: 4027.959473
	Iteration 5F: 3 clusters Score -461224.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -461614.375000 Penalty: 4027.959473
	Iteration 6F: 3 clusters Score -461614.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -461842.312500 Penalty: 4027.959473
	Iteration 7F: 3 clusters Score -461842.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -461995.250000 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -461995.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -462085.968750 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -462086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -462145.187500 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -462145.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -462193.531250 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -462193.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -462219.437500 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -462219.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -462239.125000 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -462239.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -462250.031250 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -462250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -462258.125000 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -462258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -462262.750000 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -462262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -462265.562500 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -462265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -462268.468750 Penalty: 4027.959473
	Iteration 18Q: 3 clusters Score -462268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -462269.812500 Penalty: 4027.959473
	Iteration 19Q: 3 clusters Score -462269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -462271.562500 Penalty: 4027.959473
	Iteration 20F: 3 clusters Score -462271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -462271.687500 Penalty: 4027.959473
	Iteration 21Q: 3 clusters Score -462271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -462274.406250 Penalty: 4027.959473
	Iteration 22Q: 3 clusters Score -462274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -462276.750000 Penalty: 4027.959473
	Iteration 23Q: 3 clusters Score -462276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -462277.968750 Penalty: 4027.959473
	Iteration 24Q: 3 clusters Score -462278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462278.687500 Penalty: 4027.959473
	Iteration 25Q: 3 clusters Score -462278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462278.687500 Penalty: 4027.959473
	Iteration 26F: 3 clusters Score -462278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -1661846.375000 Penalty: 2301.105957
	Iteration 0F: 2 clusters Score -1661846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1653829.000000 Penalty: 4602.211914
	Iteration 0F: 3 clusters Score -1653829 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1656088.625000 Penalty: 4602.211914
	Iteration 1F: 3 clusters Score -1656089 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1656371.500000 Penalty: 4602.211914
	Iteration 2F: 3 clusters Score -1656372 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1656599.250000 Penalty: 4602.211914
	Iteration 3Q: 3 clusters Score -1656599 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1656791.750000 Penalty: 4602.211914
	Iteration 4Q: 3 clusters Score -1656792 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1656977.500000 Penalty: 4602.211914
	Iteration 5Q: 3 clusters Score -1656978 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1657180.500000 Penalty: 4602.211914
	Iteration 6Q: 3 clusters Score -1657180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1657430.625000 Penalty: 4602.211914
	Iteration 7Q: 3 clusters Score -1657431 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1657741.375000 Penalty: 4602.211914
	Iteration 8Q: 3 clusters Score -1657741 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1658102.750000 Penalty: 4602.211914
	Iteration 9F: 3 clusters Score -1658103 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1658460.250000 Penalty: 4602.211914
	Iteration 10Q: 3 clusters Score -1658460 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1658794.625000 Penalty: 4602.211914
	Iteration 11Q: 3 clusters Score -1658795 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1659087.875000 Penalty: 4602.211914
	Iteration 12Q: 3 clusters Score -1659088 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1659344.750000 Penalty: 4602.211914
	Iteration 13Q: 3 clusters Score -1659345 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1659511.250000 Penalty: 4602.211914
	Iteration 14Q: 3 clusters Score -1659511 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1659623.875000 Penalty: 4602.211914
	Iteration 15Q: 3 clusters Score -1659624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1659692.125000 Penalty: 4602.211914
	Iteration 16Q: 3 clusters Score -1659692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1659747.875000 Penalty: 4602.211914
	Iteration 17Q: 3 clusters Score -1659748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1659785.875000 Penalty: 4602.211914
	Iteration 18Q: 3 clusters Score -1659786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1659813.125000 Penalty: 4602.211914
	Iteration 19Q: 3 clusters Score -1659813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1659831.250000 Penalty: 4602.211914
	Iteration 20F: 3 clusters Score -1659831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1659847.750000 Penalty: 4602.211914
	Iteration 21Q: 3 clusters Score -1659848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1659858.750000 Penalty: 4602.211914
	Iteration 22Q: 3 clusters Score -1659859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1659875.125000 Penalty: 4602.211914
	Iteration 23Q: 3 clusters Score -1659875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1659885.625000 Penalty: 4602.211914
	Iteration 24Q: 3 clusters Score -1659886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1659898.625000 Penalty: 4602.211914
	Iteration 25Q: 3 clusters Score -1659899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1659904.000000 Penalty: 4602.211914
	Iteration 26Q: 3 clusters Score -1659904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1659907.375000 Penalty: 4602.211914
	Iteration 27Q: 3 clusters Score -1659907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1659913.500000 Penalty: 4602.211914
	Iteration 28Q: 3 clusters Score -1659914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1659919.625000 Penalty: 4602.211914
	Iteration 29Q: 3 clusters Score -1659920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1659929.750000 Penalty: 4602.211914
	Iteration 30Q: 3 clusters Score -1659930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1659935.250000 Penalty: 4602.211914
	Iteration 31Q: 3 clusters Score -1659935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1659944.625000 Penalty: 4602.211914
	Iteration 32Q: 3 clusters Score -1659945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1659951.500000 Penalty: 4602.211914
	Iteration 33Q: 3 clusters Score -1659952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1659958.875000 Penalty: 4602.211914
	Iteration 34Q: 3 clusters Score -1659959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1659959.125000 Penalty: 4602.211914
	Iteration 35Q: 3 clusters Score -1659959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1659960.625000 Penalty: 4602.211914
	Iteration 36Q: 3 clusters Score -1659961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1659964.250000 Penalty: 4602.211914
	Iteration 37Q: 3 clusters Score -1659964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1659968.750000 Penalty: 4602.211914
	Iteration 38Q: 3 clusters Score -1659969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1659972.750000 Penalty: 4602.211914
	Iteration 39Q: 3 clusters Score -1659973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1659972.875000 Penalty: 4602.211914
	Iteration 40F: 3 clusters Score -1659973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1659972.875000 Penalty: 4602.211914
	Iteration 41Q: 3 clusters Score -1659973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1659973.250000 Penalty: 4602.211914
	Iteration 42Q: 3 clusters Score -1659973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1659976.375000 Penalty: 4602.211914
	Iteration 43Q: 3 clusters Score -1659976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1659979.000000 Penalty: 4602.211914
	Iteration 44Q: 3 clusters Score -1659979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1659983.125000 Penalty: 4602.211914
	Iteration 45Q: 3 clusters Score -1659983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1659985.875000 Penalty: 4602.211914
	Iteration 46Q: 3 clusters Score -1659986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1659991.375000 Penalty: 4602.211914
	Iteration 47Q: 3 clusters Score -1659991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1659992.000000 Penalty: 4602.211914
	Iteration 48Q: 3 clusters Score -1659992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1659995.250000 Penalty: 4602.211914
	Iteration 49Q: 3 clusters Score -1659995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1659996.500000 Penalty: 4602.211914
	Iteration 50Q: 3 clusters Score -1659996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1659997.250000 Penalty: 4602.211914
	Iteration 51Q: 3 clusters Score -1659997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1659999.375000 Penalty: 4602.211914
	Iteration 52Q: 3 clusters Score -1659999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1660002.750000 Penalty: 4602.211914
	Iteration 53Q: 3 clusters Score -1660003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1660006.625000 Penalty: 4602.211914
	Iteration 54Q: 3 clusters Score -1660007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1660007.875000 Penalty: 4602.211914
	Iteration 55Q: 3 clusters Score -1660008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1660010.750000 Penalty: 4602.211914
	Iteration 56Q: 3 clusters Score -1660011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1660014.625000 Penalty: 4602.211914
	Iteration 57Q: 3 clusters Score -1660015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1660018.125000 Penalty: 4602.211914
	Iteration 58Q: 3 clusters Score -1660018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1660029.375000 Penalty: 4602.211914
	Iteration 59Q: 3 clusters Score -1660029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1660032.000000 Penalty: 4602.211914
	Iteration 60F: 3 clusters Score -1660032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1660034.000000 Penalty: 4602.211914
	Iteration 61Q: 3 clusters Score -1660034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1660035.375000 Penalty: 4602.211914
	Iteration 62Q: 3 clusters Score -1660035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1660037.875000 Penalty: 4602.211914
	Iteration 63Q: 3 clusters Score -1660038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1660043.875000 Penalty: 4602.211914
	Iteration 64Q: 3 clusters Score -1660044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1660048.000000 Penalty: 4602.211914
	Iteration 65Q: 3 clusters Score -1660048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1660049.875000 Penalty: 4602.211914
	Iteration 66Q: 3 clusters Score -1660050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1660051.250000 Penalty: 4602.211914
	Iteration 67Q: 3 clusters Score -1660051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1660053.875000 Penalty: 4602.211914
	Iteration 68Q: 3 clusters Score -1660054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1660053.625000 Penalty: 4602.211914
	Iteration 69Q: 3 clusters Score -1660054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1660056.125000 Penalty: 4602.211914
	Iteration 70Q: 3 clusters Score -1660056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1660055.875000 Penalty: 4602.211914
	Iteration 71Q: 3 clusters Score -1660056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1660055.750000 Penalty: 4602.211914
	Iteration 72Q: 3 clusters Score -1660056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1660056.875000 Penalty: 4602.211914
	Iteration 73Q: 3 clusters Score -1660057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1660056.875000 Penalty: 4602.211914
	Iteration 74F: 3 clusters Score -1660057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Entering Unmasked Estep 
Score: -6446940.500000 Penalty: 2637.525146
	Iteration 0F: 2 clusters Score -6446940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6418577.000000 Penalty: 5275.050293
	Iteration 0F: 3 clusters Score -6418577 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -6429165.500000 Penalty: 5275.050293
	Iteration 1F: 3 clusters Score -6429166 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -6429784.000000 Penalty: 5275.050293
	Iteration 2Q: 3 clusters Score -6429784 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -6430412.500000 Penalty: 5275.050293
	Iteration 3Q: 3 clusters Score -6430412 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -6431115.500000 Penalty: 5275.050293
	Iteration 4Q: 3 clusters Score -6431116 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -6432065.500000 Penalty: 5275.050293
	Iteration 5Q: 3 clusters Score -6432066 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -6433302.500000 Penalty: 5275.050293
	Iteration 6F: 3 clusters Score -6433302 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -6434917.000000 Penalty: 5275.050293
	Iteration 7F: 3 clusters Score -6434917 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -6436864.500000 Penalty: 5275.050293
	Iteration 8F: 3 clusters Score -6436864 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -6438907.000000 Penalty: 5275.050293
	Iteration 9F: 3 clusters Score -6438907 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6440588.000000 Penalty: 5275.050293
	Iteration 10Q: 3 clusters Score -6440588 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6441860.500000 Penalty: 5275.050293
	Iteration 11Q: 3 clusters Score -6441860 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6442837.000000 Penalty: 5275.050293
	Iteration 12Q: 3 clusters Score -6442837 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6443419.500000 Penalty: 5275.050293
	Iteration 13Q: 3 clusters Score -6443420 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6443808.500000 Penalty: 5275.050293
	Iteration 14Q: 3 clusters Score -6443808 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6444083.000000 Penalty: 5275.050293
	Iteration 15Q: 3 clusters Score -6444083 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6444310.500000 Penalty: 5275.050293
	Iteration 16Q: 3 clusters Score -6444310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6444424.000000 Penalty: 5275.050293
	Iteration 17Q: 3 clusters Score -6444424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6444535.500000 Penalty: 5275.050293
	Iteration 18Q: 3 clusters Score -6444536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6444599.500000 Penalty: 5275.050293
	Iteration 19Q: 3 clusters Score -6444600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6444656.000000 Penalty: 5275.050293
	Iteration 20F: 3 clusters Score -6444656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6444708.000000 Penalty: 5275.050293
	Iteration 21Q: 3 clusters Score -6444708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6444723.500000 Penalty: 5275.050293
	Iteration 22Q: 3 clusters Score -6444724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6444737.000000 Penalty: 5275.050293
	Iteration 23Q: 3 clusters Score -6444737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6444763.500000 Penalty: 5275.050293
	Iteration 24Q: 3 clusters Score -6444764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6444766.000000 Penalty: 5275.050293
	Iteration 25Q: 3 clusters Score -6444766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6444771.000000 Penalty: 5275.050293
	Iteration 26Q: 3 clusters Score -6444771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6444778.500000 Penalty: 5275.050293
	Iteration 27Q: 3 clusters Score -6444778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6444782.000000 Penalty: 5275.050293
	Iteration 28Q: 3 clusters Score -6444782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6444780.000000 Penalty: 5275.050293
	Iteration 29Q: 3 clusters Score -6444780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6444778.500000 Penalty: 5275.050293
	Iteration 30Q: 3 clusters Score -6444778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6444788.000000 Penalty: 5275.050293
	Iteration 31Q: 3 clusters Score -6444788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6444796.500000 Penalty: 5275.050293
	Iteration 32Q: 3 clusters Score -6444796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6444798.000000 Penalty: 5275.050293
	Iteration 33Q: 3 clusters Score -6444798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6444802.000000 Penalty: 5275.050293
	Iteration 34Q: 3 clusters Score -6444802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6444807.000000 Penalty: 5275.050293
	Iteration 35Q: 3 clusters Score -6444807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6444804.500000 Penalty: 5275.050293
	Iteration 36Q: 3 clusters Score -6444804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6444807.500000 Penalty: 5275.050293
	Iteration 37Q: 3 clusters Score -6444808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6444807.500000 Penalty: 5275.050293
	Iteration 38F: 3 clusters Score -6444808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Entering Unmasked Estep 
Score: -9345626.000000 Penalty: 2727.904297
	Iteration 0F: 2 clusters Score -9345626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -9305233.000000 Penalty: 5455.808594
	Iteration 0F: 3 clusters Score -9305233 nChanged 27917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -9320997.000000 Penalty: 5455.808594
	Iteration 1F: 3 clusters Score -9320997 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9321742.000000 Penalty: 5455.808594
	Iteration 2Q: 3 clusters Score -9321742 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -9322595.000000 Penalty: 5455.808594
	Iteration 3Q: 3 clusters Score -9322595 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -9323601.000000 Penalty: 5455.808594
	Iteration 4Q: 3 clusters Score -9323601 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -9324686.000000 Penalty: 5455.808594
	Iteration 5Q: 3 clusters Score -9324686 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9325948.000000 Penalty: 5455.808594
	Iteration 6Q: 3 clusters Score -9325948 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9327781.000000 Penalty: 5455.808594
	Iteration 7F: 3 clusters Score -9327781 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -9330216.000000 Penalty: 5455.808594
	Iteration 8F: 3 clusters Score -9330216 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -9332867.000000 Penalty: 5455.808594
	Iteration 9F: 3 clusters Score -9332867 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -9335138.000000 Penalty: 5455.808594
	Iteration 10F: 3 clusters Score -9335138 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9336570.000000 Penalty: 5455.808594
	Iteration 11Q: 3 clusters Score -9336570 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -9337288.000000 Penalty: 5455.808594
	Iteration 12Q: 3 clusters Score -9337288 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -9337664.000000 Penalty: 5455.808594
	Iteration 13Q: 3 clusters Score -9337664 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -9337917.000000 Penalty: 5455.808594
	Iteration 14Q: 3 clusters Score -9337917 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -9338170.000000 Penalty: 5455.808594
	Iteration 15Q: 3 clusters Score -9338170 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -9338419.000000 Penalty: 5455.808594
	Iteration 16Q: 3 clusters Score -9338419 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -9338641.000000 Penalty: 5455.808594
	Iteration 17Q: 3 clusters Score -9338641 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -9338810.000000 Penalty: 5455.808594
	Iteration 18Q: 3 clusters Score -9338810 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -9339017.000000 Penalty: 5455.808594
	Iteration 19Q: 3 clusters Score -9339017 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -9339232.000000 Penalty: 5455.808594
	Iteration 20F: 3 clusters Score -9339232 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -9339495.000000 Penalty: 5455.808594
	Iteration 21Q: 3 clusters Score -9339495 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -9339811.000000 Penalty: 5455.808594
	Iteration 22Q: 3 clusters Score -9339811 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -9340114.000000 Penalty: 5455.808594
	Iteration 23Q: 3 clusters Score -9340114 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -9340387.000000 Penalty: 5455.808594
	Iteration 24Q: 3 clusters Score -9340387 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -9340680.000000 Penalty: 5455.808594
	Iteration 25Q: 3 clusters Score -9340680 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9341002.000000 Penalty: 5455.808594
	Iteration 26Q: 3 clusters Score -9341002 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -9341286.000000 Penalty: 5455.808594
	Iteration 27Q: 3 clusters Score -9341286 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9341535.000000 Penalty: 5455.808594
	Iteration 28Q: 3 clusters Score -9341535 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9341729.000000 Penalty: 5455.808594
	Iteration 29Q: 3 clusters Score -9341729 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9342024.000000 Penalty: 5455.808594
	Iteration 30Q: 3 clusters Score -9342024 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9342247.000000 Penalty: 5455.808594
	Iteration 31Q: 3 clusters Score -9342247 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9342380.000000 Penalty: 5455.808594
	Iteration 32Q: 3 clusters Score -9342380 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9342549.000000 Penalty: 5455.808594
	Iteration 33Q: 3 clusters Score -9342549 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9342666.000000 Penalty: 5455.808594
	Iteration 34Q: 3 clusters Score -9342666 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9342801.000000 Penalty: 5455.808594
	Iteration 35Q: 3 clusters Score -9342801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9342903.000000 Penalty: 5455.808594
	Iteration 36Q: 3 clusters Score -9342903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9342973.000000 Penalty: 5455.808594
	Iteration 37Q: 3 clusters Score -9342973 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9343042.000000 Penalty: 5455.808594
	Iteration 38Q: 3 clusters Score -9343042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9343081.000000 Penalty: 5455.808594
	Iteration 39Q: 3 clusters Score -9343081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9343106.000000 Penalty: 5455.808594
	Iteration 40F: 3 clusters Score -9343106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9343116.000000 Penalty: 5455.808594
	Iteration 41Q: 3 clusters Score -9343116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9343131.000000 Penalty: 5455.808594
	Iteration 42Q: 3 clusters Score -9343131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9343158.000000 Penalty: 5455.808594
	Iteration 43Q: 3 clusters Score -9343158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9343189.000000 Penalty: 5455.808594
	Iteration 44Q: 3 clusters Score -9343189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9343200.000000 Penalty: 5455.808594
	Iteration 45Q: 3 clusters Score -9343200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9343216.000000 Penalty: 5455.808594
	Iteration 46Q: 3 clusters Score -9343216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9343229.000000 Penalty: 5455.808594
	Iteration 47Q: 3 clusters Score -9343229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9343234.000000 Penalty: 5455.808594
	Iteration 48Q: 3 clusters Score -9343234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9343246.000000 Penalty: 5455.808594
	Iteration 49Q: 3 clusters Score -9343246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9343259.000000 Penalty: 5455.808594
	Iteration 50Q: 3 clusters Score -9343259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9343270.000000 Penalty: 5455.808594
	Iteration 51Q: 3 clusters Score -9343270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9343255.000000 Penalty: 5455.808594
	Iteration 52Q: 3 clusters Score -9343255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9343258.000000 Penalty: 5455.808594
	Iteration 53Q: 3 clusters Score -9343258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9343269.000000 Penalty: 5455.808594
	Iteration 54Q: 3 clusters Score -9343269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9343280.000000 Penalty: 5455.808594
	Iteration 55Q: 3 clusters Score -9343280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9343291.000000 Penalty: 5455.808594
	Iteration 56Q: 3 clusters Score -9343291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9343297.000000 Penalty: 5455.808594
	Iteration 57Q: 3 clusters Score -9343297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9343307.000000 Penalty: 5455.808594
	Iteration 58Q: 3 clusters Score -9343307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9343293.000000 Penalty: 5455.808594
	Iteration 59Q: 3 clusters Score -9343293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9343306.000000 Penalty: 5455.808594
	Iteration 60F: 3 clusters Score -9343306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9343308.000000 Penalty: 5455.808594
	Iteration 61Q: 3 clusters Score -9343308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9343308.000000 Penalty: 5455.808594
	Iteration 62F: 3 clusters Score -9343308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Entering Unmasked Estep 
Score: -9711062.000000 Penalty: 2741.072998
	Iteration 0F: 2 clusters Score -9711062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -9668738.000000 Penalty: 5482.145996
	Iteration 0F: 3 clusters Score -9668738 nChanged 29275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -9685334.000000 Penalty: 5482.145996
	Iteration 1F: 3 clusters Score -9685334 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -9686108.000000 Penalty: 5482.145996
	Iteration 2Q: 3 clusters Score -9686108 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9687036.000000 Penalty: 5482.145996
	Iteration 3Q: 3 clusters Score -9687036 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9688425.000000 Penalty: 5482.145996
	Iteration 4Q: 3 clusters Score -9688425 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9690706.000000 Penalty: 5482.145996
	Iteration 5F: 3 clusters Score -9690706 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -9693970.000000 Penalty: 5482.145996
	Iteration 6F: 3 clusters Score -9693970 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -9698180.000000 Penalty: 5482.145996
	Iteration 7F: 3 clusters Score -9698180 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -9701805.000000 Penalty: 5482.145996
	Iteration 8F: 3 clusters Score -9701805 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -9704468.000000 Penalty: 5482.145996
	Iteration 9Q: 3 clusters Score -9704468 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -9706017.000000 Penalty: 5482.145996
	Iteration 10Q: 3 clusters Score -9706017 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -9706990.000000 Penalty: 5482.145996
	Iteration 11Q: 3 clusters Score -9706990 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9707560.000000 Penalty: 5482.145996
	Iteration 12Q: 3 clusters Score -9707560 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9707917.000000 Penalty: 5482.145996
	Iteration 13Q: 3 clusters Score -9707917 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9708136.000000 Penalty: 5482.145996
	Iteration 14Q: 3 clusters Score -9708136 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9708296.000000 Penalty: 5482.145996
	Iteration 15Q: 3 clusters Score -9708296 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9708407.000000 Penalty: 5482.145996
	Iteration 16Q: 3 clusters Score -9708407 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9708454.000000 Penalty: 5482.145996
	Iteration 17Q: 3 clusters Score -9708454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9708508.000000 Penalty: 5482.145996
	Iteration 18Q: 3 clusters Score -9708508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9708554.000000 Penalty: 5482.145996
	Iteration 19Q: 3 clusters Score -9708554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9708578.000000 Penalty: 5482.145996
	Iteration 20F: 3 clusters Score -9708578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9708610.000000 Penalty: 5482.145996
	Iteration 21Q: 3 clusters Score -9708610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9708619.000000 Penalty: 5482.145996
	Iteration 22Q: 3 clusters Score -9708619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9708646.000000 Penalty: 5482.145996
	Iteration 23Q: 3 clusters Score -9708646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9708676.000000 Penalty: 5482.145996
	Iteration 24Q: 3 clusters Score -9708676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9708683.000000 Penalty: 5482.145996
	Iteration 25Q: 3 clusters Score -9708683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9708689.000000 Penalty: 5482.145996
	Iteration 26Q: 3 clusters Score -9708689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9708699.000000 Penalty: 5482.145996
	Iteration 27Q: 3 clusters Score -9708699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9708723.000000 Penalty: 5482.145996
	Iteration 28Q: 3 clusters Score -9708723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9708726.000000 Penalty: 5482.145996
	Iteration 29Q: 3 clusters Score -9708726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9708733.000000 Penalty: 5482.145996
	Iteration 30Q: 3 clusters Score -9708733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9708732.000000 Penalty: 5482.145996
	Iteration 31Q: 3 clusters Score -9708732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9708732.000000 Penalty: 5482.145996
	Iteration 32Q: 3 clusters Score -9708732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9708740.000000 Penalty: 5482.145996
	Iteration 33Q: 3 clusters Score -9708740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9708742.000000 Penalty: 5482.145996
	Iteration 34Q: 3 clusters Score -9708742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9708750.000000 Penalty: 5482.145996
	Iteration 35Q: 3 clusters Score -9708750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9708759.000000 Penalty: 5482.145996
	Iteration 36Q: 3 clusters Score -9708759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9708760.000000 Penalty: 5482.145996
	Iteration 37Q: 3 clusters Score -9708760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9708755.000000 Penalty: 5482.145996
	Iteration 38Q: 3 clusters Score -9708755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9708763.000000 Penalty: 5482.145996
	Iteration 39Q: 3 clusters Score -9708763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9708765.000000 Penalty: 5482.145996
	Iteration 40F: 3 clusters Score -9708765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9708759.000000 Penalty: 5482.145996
	Iteration 41Q: 3 clusters Score -9708759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9708754.000000 Penalty: 5482.145996
	Iteration 42Q: 3 clusters Score -9708754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9708759.000000 Penalty: 5482.145996
	Iteration 43Q: 3 clusters Score -9708759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9708761.000000 Penalty: 5482.145996
	Iteration 44Q: 3 clusters Score -9708761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9708760.000000 Penalty: 5482.145996
	Iteration 45Q: 3 clusters Score -9708760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9708759.000000 Penalty: 5482.145996
	Iteration 46Q: 3 clusters Score -9708759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9708766.000000 Penalty: 5482.145996
	Iteration 47Q: 3 clusters Score -9708766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9708765.000000 Penalty: 5482.145996
	Iteration 48Q: 3 clusters Score -9708765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9708758.000000 Penalty: 5482.145996
	Iteration 49Q: 3 clusters Score -9708758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9708758.000000 Penalty: 5482.145996
	Iteration 50F: 3 clusters Score -9708758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Entering Unmasked Estep 
Score: -15728612.000000 Penalty: 2858.790527
	Iteration 0F: 2 clusters Score -1.572861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -15664976.000000 Penalty: 5717.581055
	Iteration 0F: 3 clusters Score -1.566498e+07 nChanged 47638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -15692100.000000 Penalty: 5717.581055
	Iteration 1F: 3 clusters Score -1.56921e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -15692635.000000 Penalty: 5717.581055
	Iteration 2Q: 3 clusters Score -1.569264e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -15693489.000000 Penalty: 5717.581055
	Iteration 3Q: 3 clusters Score -1.569349e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -15694445.000000 Penalty: 5717.581055
	Iteration 4Q: 3 clusters Score -1.569444e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -15695577.000000 Penalty: 5717.581055
	Iteration 5Q: 3 clusters Score -1.569558e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -15697214.000000 Penalty: 5717.581055
	Iteration 6Q: 3 clusters Score -1.569721e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -15699806.000000 Penalty: 5717.581055
	Iteration 7Q: 3 clusters Score -1.569981e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -15703374.000000 Penalty: 5717.581055
	Iteration 8F: 3 clusters Score -1.570337e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -15707877.000000 Penalty: 5717.581055
	Iteration 9F: 3 clusters Score -1.570788e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -15711884.000000 Penalty: 5717.581055
	Iteration 10F: 3 clusters Score -1.571188e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -15714280.000000 Penalty: 5717.581055
	Iteration 11Q: 3 clusters Score -1.571428e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -15715196.000000 Penalty: 5717.581055
	Iteration 12Q: 3 clusters Score -1.57152e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -15715660.000000 Penalty: 5717.581055
	Iteration 13Q: 3 clusters Score -1.571566e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -15715941.000000 Penalty: 5717.581055
	Iteration 14Q: 3 clusters Score -1.571594e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -15716244.000000 Penalty: 5717.581055
	Iteration 15Q: 3 clusters Score -1.571624e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -15716593.000000 Penalty: 5717.581055
	Iteration 16Q: 3 clusters Score -1.571659e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -15716967.000000 Penalty: 5717.581055
	Iteration 17Q: 3 clusters Score -1.571697e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -15717293.000000 Penalty: 5717.581055
	Iteration 18Q: 3 clusters Score -1.571729e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -15717630.000000 Penalty: 5717.581055
	Iteration 19Q: 3 clusters Score -1.571763e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -15717961.000000 Penalty: 5717.581055
	Iteration 20F: 3 clusters Score -1.571796e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -15718251.000000 Penalty: 5717.581055
	Iteration 21Q: 3 clusters Score -1.571825e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -15718679.000000 Penalty: 5717.581055
	Iteration 22Q: 3 clusters Score -1.571868e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -15719079.000000 Penalty: 5717.581055
	Iteration 23Q: 3 clusters Score -1.571908e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -15719527.000000 Penalty: 5717.581055
	Iteration 24Q: 3 clusters Score -1.571953e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -15719968.000000 Penalty: 5717.581055
	Iteration 25Q: 3 clusters Score -1.571997e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -15720505.000000 Penalty: 5717.581055
	Iteration 26Q: 3 clusters Score -1.57205e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -15721092.000000 Penalty: 5717.581055
	Iteration 27Q: 3 clusters Score -1.572109e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -15721670.000000 Penalty: 5717.581055
	Iteration 28Q: 3 clusters Score -1.572167e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -15722262.000000 Penalty: 5717.581055
	Iteration 29Q: 3 clusters Score -1.572226e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -15722905.000000 Penalty: 5717.581055
	Iteration 30Q: 3 clusters Score -1.57229e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -15723594.000000 Penalty: 5717.581055
	Iteration 31Q: 3 clusters Score -1.572359e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -15724170.000000 Penalty: 5717.581055
	Iteration 32Q: 3 clusters Score -1.572417e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -15724522.000000 Penalty: 5717.581055
	Iteration 33Q: 3 clusters Score -1.572452e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -15724906.000000 Penalty: 5717.581055
	Iteration 34Q: 3 clusters Score -1.572491e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -15725164.000000 Penalty: 5717.581055
	Iteration 35Q: 3 clusters Score -1.572516e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -15725362.000000 Penalty: 5717.581055
	Iteration 36Q: 3 clusters Score -1.572536e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -15725563.000000 Penalty: 5717.581055
	Iteration 37Q: 3 clusters Score -1.572556e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -15725699.000000 Penalty: 5717.581055
	Iteration 38Q: 3 clusters Score -1.57257e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -15725781.000000 Penalty: 5717.581055
	Iteration 39Q: 3 clusters Score -1.572578e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -15725885.000000 Penalty: 5717.581055
	Iteration 40F: 3 clusters Score -1.572588e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15725926.000000 Penalty: 5717.581055
	Iteration 41Q: 3 clusters Score -1.572593e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -15725977.000000 Penalty: 5717.581055
	Iteration 42Q: 3 clusters Score -1.572598e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15726011.000000 Penalty: 5717.581055
	Iteration 43Q: 3 clusters Score -1.572601e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15726036.000000 Penalty: 5717.581055
	Iteration 44Q: 3 clusters Score -1.572604e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -15726116.000000 Penalty: 5717.581055
	Iteration 45Q: 3 clusters Score -1.572612e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15726123.000000 Penalty: 5717.581055
	Iteration 46Q: 3 clusters Score -1.572612e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15726132.000000 Penalty: 5717.581055
	Iteration 47Q: 3 clusters Score -1.572613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15726134.000000 Penalty: 5717.581055
	Iteration 48Q: 3 clusters Score -1.572613e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15726167.000000 Penalty: 5717.581055
	Iteration 49Q: 3 clusters Score -1.572617e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15726180.000000 Penalty: 5717.581055
	Iteration 50Q: 3 clusters Score -1.572618e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15726191.000000 Penalty: 5717.581055
	Iteration 51Q: 3 clusters Score -1.572619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15726212.000000 Penalty: 5717.581055
	Iteration 52Q: 3 clusters Score -1.572621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15726237.000000 Penalty: 5717.581055
	Iteration 53Q: 3 clusters Score -1.572624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -15726239.000000 Penalty: 5717.581055
	Iteration 54Q: 3 clusters Score -1.572624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15726280.000000 Penalty: 5717.581055
	Iteration 55Q: 3 clusters Score -1.572628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15726306.000000 Penalty: 5717.581055
	Iteration 56Q: 3 clusters Score -1.572631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15726286.000000 Penalty: 5717.581055
	Iteration 57Q: 3 clusters Score -1.572629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15726305.000000 Penalty: 5717.581055
	Iteration 58Q: 3 clusters Score -1.57263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15726313.000000 Penalty: 5717.581055
	Iteration 59Q: 3 clusters Score -1.572631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15726314.000000 Penalty: 5717.581055
	Iteration 60F: 3 clusters Score -1.572631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15726306.000000 Penalty: 5717.581055
	Iteration 61Q: 3 clusters Score -1.572631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15726308.000000 Penalty: 5717.581055
	Iteration 62Q: 3 clusters Score -1.572631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -15726328.000000 Penalty: 5717.581055
	Iteration 63Q: 3 clusters Score -1.572633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15726348.000000 Penalty: 5717.581055
	Iteration 64Q: 3 clusters Score -1.572635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15726348.000000 Penalty: 5717.581055
	Iteration 65Q: 3 clusters Score -1.572635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15726358.000000 Penalty: 5717.581055
	Iteration 66Q: 3 clusters Score -1.572636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15726352.000000 Penalty: 5717.581055
	Iteration 67Q: 3 clusters Score -1.572635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15726359.000000 Penalty: 5717.581055
	Iteration 68Q: 3 clusters Score -1.572636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15726376.000000 Penalty: 5717.581055
	Iteration 69Q: 3 clusters Score -1.572638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15726374.000000 Penalty: 5717.581055
	Iteration 70Q: 3 clusters Score -1.572637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15726383.000000 Penalty: 5717.581055
	Iteration 71Q: 3 clusters Score -1.572638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15726398.000000 Penalty: 5717.581055
	Iteration 72Q: 3 clusters Score -1.57264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15726439.000000 Penalty: 5717.581055
	Iteration 73Q: 3 clusters Score -1.572644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15726436.000000 Penalty: 5717.581055
	Iteration 74Q: 3 clusters Score -1.572644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15726442.000000 Penalty: 5717.581055
	Iteration 75Q: 3 clusters Score -1.572644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15726457.000000 Penalty: 5717.581055
	Iteration 76Q: 3 clusters Score -1.572646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15726448.000000 Penalty: 5717.581055
	Iteration 77Q: 3 clusters Score -1.572645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15726441.000000 Penalty: 5717.581055
	Iteration 78Q: 3 clusters Score -1.572644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15726429.000000 Penalty: 5717.581055
	Iteration 79Q: 3 clusters Score -1.572643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15726429.000000 Penalty: 5717.581055
	Iteration 80F: 3 clusters Score -1.572643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 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 575 members 
Entering Unmasked Estep 
Score: -150679.812500 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150679.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151144.968750 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -151145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151349.921875 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151349.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151598.843750 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -151598.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151839.859375 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -151839.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152037.890625 Penalty: 3474.421387
	Iteration 5F: 3 clusters Score -152037.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152193.171875 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -152193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152275.343750 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -152275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152298.250000 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -152298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152310.562500 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -152310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152317.250000 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -152317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152320.515625 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -152320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152321.718750 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -152321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152322.937500 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -152322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152324.437500 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -152324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152328.328125 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -152328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152343.515625 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -152343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152363.734375 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -152363.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152416.718750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -152416.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152469.671875 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -152469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152523.125000 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -152523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152563.718750 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -152563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152584.906250 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -152584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152599.250000 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -152599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152605.484375 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -152605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152607.468750 Penalty: 3474.421387
	Iteration 25Q: 3 clusters Score -152607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152608.312500 Penalty: 3474.421387
	Iteration 26Q: 3 clusters Score -152608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152608.312500 Penalty: 3474.421387
	Iteration 27F: 3 clusters Score -152608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 104617 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106566 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93836 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 41572 members 
Mstep: Class 23 contains 59851 members 
Mstep: Class 24 contains 63115 members 
Mstep: Class 25 contains 101456 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803008.000000 Penalty: 88517.062500
Iteration 319Q: 27 clusters Score -1.37803e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 104620 members 
Mstep: Class 3 contains 101603 members 
Mstep: Class 4 contains 46770 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54892 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106585 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93844 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29757 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 41571 members 
Mstep: Class 23 contains 59847 members 
Mstep: Class 24 contains 63105 members 
Mstep: Class 25 contains 101454 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 320F: 27 clusters Score -1.378031e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 104619 members 
Mstep: Class 3 contains 101604 members 
Mstep: Class 4 contains 46770 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106605 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29761 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 41569 members 
Mstep: Class 23 contains 59844 members 
Mstep: Class 24 contains 63094 members 
Mstep: Class 25 contains 101453 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 321Q: 27 clusters Score -1.37803e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 104608 members 
Mstep: Class 3 contains 101601 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54885 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 106622 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93832 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29760 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 41571 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63090 members 
Mstep: Class 25 contains 101458 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 322Q: 27 clusters Score -1.37803e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 104619 members 
Mstep: Class 3 contains 101594 members 
Mstep: Class 4 contains 46770 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 106631 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93827 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29758 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 41575 members 
Mstep: Class 23 contains 59838 members 
Mstep: Class 24 contains 63083 members 
Mstep: Class 25 contains 101458 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802976.000000 Penalty: 88517.062500
Iteration 323Q: 27 clusters Score -1.37803e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 104626 members 
Mstep: Class 3 contains 101586 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 10961 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54886 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10235 members 
Mstep: Class 14 contains 106641 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93827 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29756 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 41574 members 
Mstep: Class 23 contains 59835 members 
Mstep: Class 24 contains 63078 members 
Mstep: Class 25 contains 101461 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 324Q: 27 clusters Score -1.378029e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 104630 members 
Mstep: Class 3 contains 101588 members 
Mstep: Class 4 contains 46776 members 
Mstep: Class 5 contains 33214 members 
Mstep: Class 6 contains 10962 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10231 members 
Mstep: Class 14 contains 106639 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93827 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 41571 members 
Mstep: Class 23 contains 59838 members 
Mstep: Class 24 contains 63077 members 
Mstep: Class 25 contains 101461 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 325Q: 27 clusters Score -1.378029e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 104641 members 
Mstep: Class 3 contains 101579 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54880 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106650 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93831 members 
Mstep: Class 17 contains 19639 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 41571 members 
Mstep: Class 23 contains 59841 members 
Mstep: Class 24 contains 63071 members 
Mstep: Class 25 contains 101452 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802960.000000 Penalty: 88517.062500
Iteration 326Q: 27 clusters Score -1.37803e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104656 members 
Mstep: Class 3 contains 101564 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54875 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 106668 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93839 members 
Mstep: Class 17 contains 19640 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10703 members 
Mstep: Class 22 contains 41562 members 
Mstep: Class 23 contains 59840 members 
Mstep: Class 24 contains 63065 members 
Mstep: Class 25 contains 101446 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 327Q: 27 clusters Score -1.378028e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104664 members 
Mstep: Class 3 contains 101554 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54873 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 106675 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93844 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10702 members 
Mstep: Class 22 contains 41559 members 
Mstep: Class 23 contains 59838 members 
Mstep: Class 24 contains 63059 members 
Mstep: Class 25 contains 101445 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 328Q: 27 clusters Score -1.378029e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 104672 members 
Mstep: Class 3 contains 101549 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 33218 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54872 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 106685 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93839 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10701 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 59836 members 
Mstep: Class 24 contains 63050 members 
Mstep: Class 25 contains 101447 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 329Q: 27 clusters Score -1.37803e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 104687 members 
Mstep: Class 3 contains 101550 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54867 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 106695 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93841 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29755 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10699 members 
Mstep: Class 22 contains 41551 members 
Mstep: Class 23 contains 59836 members 
Mstep: Class 24 contains 63038 members 
Mstep: Class 25 contains 101445 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 330Q: 27 clusters Score -1.37803e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 104689 members 
Mstep: Class 3 contains 101556 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54867 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 106703 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93842 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29756 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10695 members 
Mstep: Class 22 contains 41546 members 
Mstep: Class 23 contains 59833 members 
Mstep: Class 24 contains 63032 members 
Mstep: Class 25 contains 101448 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 331Q: 27 clusters Score -1.378029e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104694 members 
Mstep: Class 3 contains 101561 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54868 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 106712 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93828 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29758 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 41539 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63026 members 
Mstep: Class 25 contains 101457 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 332Q: 27 clusters Score -1.378029e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 104701 members 
Mstep: Class 3 contains 101565 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54862 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 106726 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93825 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29758 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10695 members 
Mstep: Class 22 contains 41529 members 
Mstep: Class 23 contains 59824 members 
Mstep: Class 24 contains 63017 members 
Mstep: Class 25 contains 101463 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 333Q: 27 clusters Score -1.378028e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 104716 members 
Mstep: Class 3 contains 101556 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106743 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93819 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29760 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 41520 members 
Mstep: Class 23 contains 59825 members 
Mstep: Class 24 contains 63007 members 
Mstep: Class 25 contains 101460 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802976.000000 Penalty: 88517.062500
Iteration 334Q: 27 clusters Score -1.37803e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 104721 members 
Mstep: Class 3 contains 101580 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54852 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106752 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93803 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29761 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10691 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 59829 members 
Mstep: Class 24 contains 63003 members 
Mstep: Class 25 contains 101466 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 335Q: 27 clusters Score -1.378031e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104732 members 
Mstep: Class 3 contains 101587 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54846 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106761 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93795 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29763 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10688 members 
Mstep: Class 22 contains 41506 members 
Mstep: Class 23 contains 59827 members 
Mstep: Class 24 contains 63001 members 
Mstep: Class 25 contains 101467 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 336Q: 27 clusters Score -1.378029e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 104737 members 
Mstep: Class 3 contains 101567 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54839 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106782 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93794 members 
Mstep: Class 17 contains 19644 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29762 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10686 members 
Mstep: Class 22 contains 41499 members 
Mstep: Class 23 contains 59834 members 
Mstep: Class 24 contains 63000 members 
Mstep: Class 25 contains 101480 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 337Q: 27 clusters Score -1.378029e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 104745 members 
Mstep: Class 3 contains 101550 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54831 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106804 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93781 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29761 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10681 members 
Mstep: Class 22 contains 41503 members 
Mstep: Class 23 contains 59833 members 
Mstep: Class 24 contains 62987 members 
Mstep: Class 25 contains 101501 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 338Q: 27 clusters Score -1.378029e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 104723 members 
Mstep: Class 3 contains 101549 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 33211 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6250 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54831 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106818 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93786 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29767 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10678 members 
Mstep: Class 22 contains 41497 members 
Mstep: Class 23 contains 59830 members 
Mstep: Class 24 contains 62981 members 
Mstep: Class 25 contains 101514 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802912.000000 Penalty: 88517.062500
Iteration 339Q: 27 clusters Score -1.378029e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 104699 members 
Mstep: Class 3 contains 101555 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 33215 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54823 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106832 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93782 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29767 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10679 members 
Mstep: Class 22 contains 41499 members 
Mstep: Class 23 contains 59831 members 
Mstep: Class 24 contains 62970 members 
Mstep: Class 25 contains 101529 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 340F: 27 clusters Score -1.378028e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 104695 members 
Mstep: Class 3 contains 101559 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 33215 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54820 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106834 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93777 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29766 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10679 members 
Mstep: Class 22 contains 41509 members 
Mstep: Class 23 contains 59834 members 
Mstep: Class 24 contains 62957 members 
Mstep: Class 25 contains 101541 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 341Q: 27 clusters Score -1.378028e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 104678 members 
Mstep: Class 3 contains 101553 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54822 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106834 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93773 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29768 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10678 members 
Mstep: Class 22 contains 41516 members 
Mstep: Class 23 contains 59832 members 
Mstep: Class 24 contains 62961 members 
Mstep: Class 25 contains 101561 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 342Q: 27 clusters Score -1.37803e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 104666 members 
Mstep: Class 3 contains 101566 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 54812 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106841 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93767 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29770 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10676 members 
Mstep: Class 22 contains 41514 members 
Mstep: Class 23 contains 59835 members 
Mstep: Class 24 contains 62957 members 
Mstep: Class 25 contains 101571 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 343Q: 27 clusters Score -1.378029e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 104663 members 
Mstep: Class 3 contains 101571 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54804 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106863 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93751 members 
Mstep: Class 17 contains 19642 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29773 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10674 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 59836 members 
Mstep: Class 24 contains 62952 members 
Mstep: Class 25 contains 101584 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 344Q: 27 clusters Score -1.378028e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 104654 members 
Mstep: Class 3 contains 101568 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 54795 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106890 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93743 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29775 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10668 members 
Mstep: Class 22 contains 41512 members 
Mstep: Class 23 contains 59837 members 
Mstep: Class 24 contains 62945 members 
Mstep: Class 25 contains 101595 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 345Q: 27 clusters Score -1.378029e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 104647 members 
Mstep: Class 3 contains 101575 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54786 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106910 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93723 members 
Mstep: Class 17 contains 19644 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29779 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10665 members 
Mstep: Class 22 contains 41512 members 
Mstep: Class 23 contains 59844 members 
Mstep: Class 24 contains 62937 members 
Mstep: Class 25 contains 101605 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 346Q: 27 clusters Score -1.378029e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 104642 members 
Mstep: Class 3 contains 101576 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54778 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106928 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93711 members 
Mstep: Class 17 contains 19646 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29782 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 59847 members 
Mstep: Class 24 contains 62929 members 
Mstep: Class 25 contains 101621 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 347Q: 27 clusters Score -1.378029e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 104641 members 
Mstep: Class 3 contains 101569 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54774 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106954 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 19646 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29782 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10662 members 
Mstep: Class 22 contains 41514 members 
Mstep: Class 23 contains 59851 members 
Mstep: Class 24 contains 62917 members 
Mstep: Class 25 contains 101629 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 348Q: 27 clusters Score -1.378029e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 104635 members 
Mstep: Class 3 contains 101552 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 33207 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54769 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 106985 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93699 members 
Mstep: Class 17 contains 19648 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29784 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10660 members 
Mstep: Class 22 contains 41517 members 
Mstep: Class 23 contains 59854 members 
Mstep: Class 24 contains 62906 members 
Mstep: Class 25 contains 101639 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 349Q: 27 clusters Score -1.378028e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 104638 members 
Mstep: Class 3 contains 101550 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54763 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107002 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 19650 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29785 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 41523 members 
Mstep: Class 23 contains 59857 members 
Mstep: Class 24 contains 62899 members 
Mstep: Class 25 contains 101637 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 350Q: 27 clusters Score -1.378029e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 104636 members 
Mstep: Class 3 contains 101549 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54755 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107023 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93665 members 
Mstep: Class 17 contains 19651 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10656 members 
Mstep: Class 22 contains 41525 members 
Mstep: Class 23 contains 59858 members 
Mstep: Class 24 contains 62889 members 
Mstep: Class 25 contains 101651 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 351Q: 27 clusters Score -1.378028e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 104632 members 
Mstep: Class 3 contains 101528 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54748 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107038 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93653 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29788 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10656 members 
Mstep: Class 22 contains 41538 members 
Mstep: Class 23 contains 59860 members 
Mstep: Class 24 contains 62889 members 
Mstep: Class 25 contains 101660 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 352Q: 27 clusters Score -1.378028e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 104613 members 
Mstep: Class 3 contains 101522 members 
Mstep: Class 4 contains 46776 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10966 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54738 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107062 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93648 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10653 members 
Mstep: Class 22 contains 41541 members 
Mstep: Class 23 contains 59875 members 
Mstep: Class 24 contains 62887 members 
Mstep: Class 25 contains 101664 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 353Q: 27 clusters Score -1.378028e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 104606 members 
Mstep: Class 3 contains 101502 members 
Mstep: Class 4 contains 46775 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107067 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93650 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10650 members 
Mstep: Class 22 contains 41541 members 
Mstep: Class 23 contains 59880 members 
Mstep: Class 24 contains 62881 members 
Mstep: Class 25 contains 101679 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 354Q: 27 clusters Score -1.378027e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 101495 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54737 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107077 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93658 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10648 members 
Mstep: Class 22 contains 41542 members 
Mstep: Class 23 contains 59884 members 
Mstep: Class 24 contains 62875 members 
Mstep: Class 25 contains 101693 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 355Q: 27 clusters Score -1.378027e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 104591 members 
Mstep: Class 3 contains 101493 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54721 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 107097 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93653 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10647 members 
Mstep: Class 22 contains 41540 members 
Mstep: Class 23 contains 59893 members 
Mstep: Class 24 contains 62863 members 
Mstep: Class 25 contains 101704 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802848.000000 Penalty: 88517.062500
Iteration 356Q: 27 clusters Score -1.378028e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 104581 members 
Mstep: Class 3 contains 101501 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54714 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107096 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93666 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10644 members 
Mstep: Class 22 contains 41533 members 
Mstep: Class 23 contains 59899 members 
Mstep: Class 24 contains 62856 members 
Mstep: Class 25 contains 101714 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 357Q: 27 clusters Score -1.378027e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 104560 members 
Mstep: Class 3 contains 101518 members 
Mstep: Class 4 contains 46765 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 54707 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107106 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93680 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29791 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10641 members 
Mstep: Class 22 contains 41532 members 
Mstep: Class 23 contains 59904 members 
Mstep: Class 24 contains 62849 members 
Mstep: Class 25 contains 101715 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802656.000000 Penalty: 88517.062500
Iteration 358Q: 27 clusters Score -1.378027e+08 nChanged 185
Entering ConstructFrom: 
Score: -137802656.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Entering Unmasked Estep 
Score: -1172970.750000 Penalty: 2216.006104
	Iteration 0F: 2 clusters Score -1172971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1166783.125000 Penalty: 4432.012207
	Iteration 0F: 3 clusters Score -1166783 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1168463.750000 Penalty: 4432.012207
	Iteration 1F: 3 clusters Score -1168464 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1168761.125000 Penalty: 4432.012207
	Iteration 2F: 3 clusters Score -1168761 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1169006.750000 Penalty: 4432.012207
	Iteration 3F: 3 clusters Score -1169007 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1169234.625000 Penalty: 4432.012207
	Iteration 4F: 3 clusters Score -1169235 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1169406.125000 Penalty: 4432.012207
	Iteration 5Q: 3 clusters Score -1169406 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1169558.125000 Penalty: 4432.012207
	Iteration 6Q: 3 clusters Score -1169558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1169698.750000 Penalty: 4432.012207
	Iteration 7Q: 3 clusters Score -1169699 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1169843.000000 Penalty: 4432.012207
	Iteration 8Q: 3 clusters Score -1169843 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1169991.250000 Penalty: 4432.012207
	Iteration 9Q: 3 clusters Score -1169991 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1170131.250000 Penalty: 4432.012207
	Iteration 10Q: 3 clusters Score -1170131 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1170264.375000 Penalty: 4432.012207
	Iteration 11Q: 3 clusters Score -1170264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1170403.750000 Penalty: 4432.012207
	Iteration 12Q: 3 clusters Score -1170404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1170529.500000 Penalty: 4432.012207
	Iteration 13Q: 3 clusters Score -1170530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1170636.250000 Penalty: 4432.012207
	Iteration 14Q: 3 clusters Score -1170636 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1170714.625000 Penalty: 4432.012207
	Iteration 15Q: 3 clusters Score -1170715 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1170779.250000 Penalty: 4432.012207
	Iteration 16Q: 3 clusters Score -1170779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1170823.125000 Penalty: 4432.012207
	Iteration 17Q: 3 clusters Score -1170823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1170852.000000 Penalty: 4432.012207
	Iteration 18Q: 3 clusters Score -1170852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1170868.000000 Penalty: 4432.012207
	Iteration 19Q: 3 clusters Score -1170868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1170882.375000 Penalty: 4432.012207
	Iteration 20F: 3 clusters Score -1170882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1170899.875000 Penalty: 4432.012207
	Iteration 21Q: 3 clusters Score -1170900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1170924.375000 Penalty: 4432.012207
	Iteration 22Q: 3 clusters Score -1170924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1170935.875000 Penalty: 4432.012207
	Iteration 23Q: 3 clusters Score -1170936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1170949.875000 Penalty: 4432.012207
	Iteration 24Q: 3 clusters Score -1170950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1170956.875000 Penalty: 4432.012207
	Iteration 25Q: 3 clusters Score -1170957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1170963.250000 Penalty: 4432.012207
	Iteration 26Q: 3 clusters Score -1170963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1170965.500000 Penalty: 4432.012207
	Iteration 27Q: 3 clusters Score -1170966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1170972.500000 Penalty: 4432.012207
	Iteration 28Q: 3 clusters Score -1170972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1170978.000000 Penalty: 4432.012207
	Iteration 29Q: 3 clusters Score -1170978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1170983.250000 Penalty: 4432.012207
	Iteration 30Q: 3 clusters Score -1170983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1170982.500000 Penalty: 4432.012207
	Iteration 31Q: 3 clusters Score -1170982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1170985.375000 Penalty: 4432.012207
	Iteration 32Q: 3 clusters Score -1170985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1170989.500000 Penalty: 4432.012207
	Iteration 33Q: 3 clusters Score -1170990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1170990.875000 Penalty: 4432.012207
	Iteration 34Q: 3 clusters Score -1170991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1170990.375000 Penalty: 4432.012207
	Iteration 35Q: 3 clusters Score -1170990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1170990.000000 Penalty: 4432.012207
	Iteration 36Q: 3 clusters Score -1170990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1170987.500000 Penalty: 4432.012207
	Iteration 37Q: 3 clusters Score -1170988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1170987.875000 Penalty: 4432.012207
	Iteration 38Q: 3 clusters Score -1170988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1170991.750000 Penalty: 4432.012207
	Iteration 39Q: 3 clusters Score -1170992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1170991.625000 Penalty: 4432.012207
	Iteration 40F: 3 clusters Score -1170992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1170993.125000 Penalty: 4432.012207
	Iteration 41Q: 3 clusters Score -1170993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1170994.375000 Penalty: 4432.012207
	Iteration 42Q: 3 clusters Score -1170994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1170992.125000 Penalty: 4432.012207
	Iteration 43Q: 3 clusters Score -1170992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1170993.125000 Penalty: 4432.012207
	Iteration 44Q: 3 clusters Score -1170993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1170993.000000 Penalty: 4432.012207
	Iteration 45Q: 3 clusters Score -1170993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1170993.625000 Penalty: 4432.012207
	Iteration 46Q: 3 clusters Score -1170994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1170995.500000 Penalty: 4432.012207
	Iteration 47Q: 3 clusters Score -1170996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1170996.000000 Penalty: 4432.012207
	Iteration 48Q: 3 clusters Score -1170996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1171000.125000 Penalty: 4432.012207
	Iteration 49Q: 3 clusters Score -1171000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1171003.125000 Penalty: 4432.012207
	Iteration 50Q: 3 clusters Score -1171003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1171004.750000 Penalty: 4432.012207
	Iteration 51Q: 3 clusters Score -1171005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1171003.375000 Penalty: 4432.012207
	Iteration 52Q: 3 clusters Score -1171003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1171004.500000 Penalty: 4432.012207
	Iteration 53Q: 3 clusters Score -1171004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1171003.875000 Penalty: 4432.012207
	Iteration 54Q: 3 clusters Score -1171004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1171003.875000 Penalty: 4432.012207
	Iteration 55Q: 3 clusters Score -1171004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1171005.125000 Penalty: 4432.012207
	Iteration 56Q: 3 clusters Score -1171005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1171006.250000 Penalty: 4432.012207
	Iteration 57Q: 3 clusters Score -1171006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1171007.125000 Penalty: 4432.012207
	Iteration 58Q: 3 clusters Score -1171007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1171006.625000 Penalty: 4432.012207
	Iteration 59Q: 3 clusters Score -1171007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1171008.875000 Penalty: 4432.012207
	Iteration 60F: 3 clusters Score -1171009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1171007.125000 Penalty: 4432.012207
	Iteration 61Q: 3 clusters Score -1171007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1171008.000000 Penalty: 4432.012207
	Iteration 62Q: 3 clusters Score -1171008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1171009.625000 Penalty: 4432.012207
	Iteration 63Q: 3 clusters Score -1171010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1171008.375000 Penalty: 4432.012207
	Iteration 64Q: 3 clusters Score -1171008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1171010.250000 Penalty: 4432.012207
	Iteration 65Q: 3 clusters Score -1171010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1171010.375000 Penalty: 4432.012207
	Iteration 66Q: 3 clusters Score -1171010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1171013.625000 Penalty: 4432.012207
	Iteration 67Q: 3 clusters Score -1171014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1171015.375000 Penalty: 4432.012207
	Iteration 68Q: 3 clusters Score -1171015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1171016.000000 Penalty: 4432.012207
	Iteration 69Q: 3 clusters Score -1171016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1171015.750000 Penalty: 4432.012207
	Iteration 70Q: 3 clusters Score -1171016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1171014.750000 Penalty: 4432.012207
	Iteration 71Q: 3 clusters Score -1171015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1171018.875000 Penalty: 4432.012207
	Iteration 72Q: 3 clusters Score -1171019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1171021.125000 Penalty: 4432.012207
	Iteration 73Q: 3 clusters Score -1171021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1171024.250000 Penalty: 4432.012207
	Iteration 74Q: 3 clusters Score -1171024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1171026.625000 Penalty: 4432.012207
	Iteration 75Q: 3 clusters Score -1171027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1171027.500000 Penalty: 4432.012207
	Iteration 76Q: 3 clusters Score -1171028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1171028.500000 Penalty: 4432.012207
	Iteration 77Q: 3 clusters Score -1171028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1171030.625000 Penalty: 4432.012207
	Iteration 78Q: 3 clusters Score -1171031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1171027.875000 Penalty: 4432.012207
	Iteration 79Q: 3 clusters Score -1171028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1171030.250000 Penalty: 4432.012207
	Iteration 80F: 3 clusters Score -1171030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1171032.000000 Penalty: 4432.012207
	Iteration 81Q: 3 clusters Score -1171032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1171031.500000 Penalty: 4432.012207
	Iteration 82Q: 3 clusters Score -1171032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1171034.625000 Penalty: 4432.012207
	Iteration 83Q: 3 clusters Score -1171035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1171034.750000 Penalty: 4432.012207
	Iteration 84Q: 3 clusters Score -1171035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1171035.250000 Penalty: 4432.012207
	Iteration 85Q: 3 clusters Score -1171035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1171036.375000 Penalty: 4432.012207
	Iteration 86Q: 3 clusters Score -1171036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1171037.250000 Penalty: 4432.012207
	Iteration 87Q: 3 clusters Score -1171037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1171039.000000 Penalty: 4432.012207
	Iteration 88Q: 3 clusters Score -1171039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1171036.500000 Penalty: 4432.012207
	Iteration 89Q: 3 clusters Score -1171036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1171036.500000 Penalty: 4432.012207
	Iteration 90Q: 3 clusters Score -1171036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1171038.250000 Penalty: 4432.012207
	Iteration 91Q: 3 clusters Score -1171038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1171037.250000 Penalty: 4432.012207
	Iteration 92Q: 3 clusters Score -1171037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1171038.250000 Penalty: 4432.012207
	Iteration 93Q: 3 clusters Score -1171038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1171038.250000 Penalty: 4432.012207
	Iteration 94F: 3 clusters Score -1171038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Entering Unmasked Estep 
Score: -16075021.000000 Penalty: 2866.195068
	Iteration 0F: 2 clusters Score -1.607502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -16006818.000000 Penalty: 5732.390137
	Iteration 0F: 3 clusters Score -1.600682e+07 nChanged 49450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -16034534.000000 Penalty: 5732.390137
	Iteration 1F: 3 clusters Score -1.603453e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -16035201.000000 Penalty: 5732.390137
	Iteration 2Q: 3 clusters Score -1.60352e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -16035977.000000 Penalty: 5732.390137
	Iteration 3Q: 3 clusters Score -1.603598e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -16036988.000000 Penalty: 5732.390137
	Iteration 4Q: 3 clusters Score -1.603699e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -16038460.000000 Penalty: 5732.390137
	Iteration 5Q: 3 clusters Score -1.603846e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -16040591.000000 Penalty: 5732.390137
	Iteration 6Q: 3 clusters Score -1.604059e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -16043611.000000 Penalty: 5732.390137
	Iteration 7Q: 3 clusters Score -1.604361e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -16047292.000000 Penalty: 5732.390137
	Iteration 8F: 3 clusters Score -1.604729e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -16051374.000000 Penalty: 5732.390137
	Iteration 9F: 3 clusters Score -1.605137e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -16055271.000000 Penalty: 5732.390137
	Iteration 10F: 3 clusters Score -1.605527e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -16058544.000000 Penalty: 5732.390137
	Iteration 11Q: 3 clusters Score -1.605854e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -16060945.000000 Penalty: 5732.390137
	Iteration 12Q: 3 clusters Score -1.606094e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -16062719.000000 Penalty: 5732.390137
	Iteration 13Q: 3 clusters Score -1.606272e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -16064022.000000 Penalty: 5732.390137
	Iteration 14Q: 3 clusters Score -1.606402e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -16064912.000000 Penalty: 5732.390137
	Iteration 15Q: 3 clusters Score -1.606491e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -16065697.000000 Penalty: 5732.390137
	Iteration 16Q: 3 clusters Score -1.60657e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -16066463.000000 Penalty: 5732.390137
	Iteration 17Q: 3 clusters Score -1.606646e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -16067053.000000 Penalty: 5732.390137
	Iteration 18Q: 3 clusters Score -1.606705e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -16067599.000000 Penalty: 5732.390137
	Iteration 19Q: 3 clusters Score -1.60676e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -16068236.000000 Penalty: 5732.390137
	Iteration 20F: 3 clusters Score -1.606824e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -16068848.000000 Penalty: 5732.390137
	Iteration 21Q: 3 clusters Score -1.606885e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -16069290.000000 Penalty: 5732.390137
	Iteration 22Q: 3 clusters Score -1.606929e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -16069733.000000 Penalty: 5732.390137
	Iteration 23Q: 3 clusters Score -1.606973e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -16070136.000000 Penalty: 5732.390137
	Iteration 24Q: 3 clusters Score -1.607014e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -16070524.000000 Penalty: 5732.390137
	Iteration 25Q: 3 clusters Score -1.607052e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -16070909.000000 Penalty: 5732.390137
	Iteration 26Q: 3 clusters Score -1.607091e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -16071239.000000 Penalty: 5732.390137
	Iteration 27Q: 3 clusters Score -1.607124e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -16071532.000000 Penalty: 5732.390137
	Iteration 28Q: 3 clusters Score -1.607153e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16071761.000000 Penalty: 5732.390137
	Iteration 29Q: 3 clusters Score -1.607176e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -16071923.000000 Penalty: 5732.390137
	Iteration 30Q: 3 clusters Score -1.607192e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -16072058.000000 Penalty: 5732.390137
	Iteration 31Q: 3 clusters Score -1.607206e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -16072138.000000 Penalty: 5732.390137
	Iteration 32Q: 3 clusters Score -1.607214e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -16072236.000000 Penalty: 5732.390137
	Iteration 33Q: 3 clusters Score -1.607224e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16072305.000000 Penalty: 5732.390137
	Iteration 34Q: 3 clusters Score -1.60723e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16072442.000000 Penalty: 5732.390137
	Iteration 35Q: 3 clusters Score -1.607244e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16072485.000000 Penalty: 5732.390137
	Iteration 36Q: 3 clusters Score -1.607248e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16072481.000000 Penalty: 5732.390137
	Iteration 37Q: 3 clusters Score -1.607248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16072513.000000 Penalty: 5732.390137
	Iteration 38Q: 3 clusters Score -1.607251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16072542.000000 Penalty: 5732.390137
	Iteration 39Q: 3 clusters Score -1.607254e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16072595.000000 Penalty: 5732.390137
	Iteration 40F: 3 clusters Score -1.60726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16072612.000000 Penalty: 5732.390137
	Iteration 41Q: 3 clusters Score -1.607261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16072628.000000 Penalty: 5732.390137
	Iteration 42Q: 3 clusters Score -1.607263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16072630.000000 Penalty: 5732.390137
	Iteration 43Q: 3 clusters Score -1.607263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16072642.000000 Penalty: 5732.390137
	Iteration 44Q: 3 clusters Score -1.607264e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16072662.000000 Penalty: 5732.390137
	Iteration 45Q: 3 clusters Score -1.607266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16072660.000000 Penalty: 5732.390137
	Iteration 46Q: 3 clusters Score -1.607266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16072669.000000 Penalty: 5732.390137
	Iteration 47Q: 3 clusters Score -1.607267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16072677.000000 Penalty: 5732.390137
	Iteration 48Q: 3 clusters Score -1.607268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16072692.000000 Penalty: 5732.390137
	Iteration 49Q: 3 clusters Score -1.607269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16072706.000000 Penalty: 5732.390137
	Iteration 50Q: 3 clusters Score -1.607271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16072711.000000 Penalty: 5732.390137
	Iteration 51Q: 3 clusters Score -1.607271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16072707.000000 Penalty: 5732.390137
	Iteration 52Q: 3 clusters Score -1.607271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16072702.000000 Penalty: 5732.390137
	Iteration 53Q: 3 clusters Score -1.60727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16072713.000000 Penalty: 5732.390137
	Iteration 54Q: 3 clusters Score -1.607271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16072709.000000 Penalty: 5732.390137
	Iteration 55Q: 3 clusters Score -1.607271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16072714.000000 Penalty: 5732.390137
	Iteration 56Q: 3 clusters Score -1.607271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16072708.000000 Penalty: 5732.390137
	Iteration 57Q: 3 clusters Score -1.607271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16072707.000000 Penalty: 5732.390137
	Iteration 58Q: 3 clusters Score -1.607271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16072712.000000 Penalty: 5732.390137
	Iteration 59Q: 3 clusters Score -1.607271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16072703.000000 Penalty: 5732.390137
	Iteration 60F: 3 clusters Score -1.60727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16072699.000000 Penalty: 5732.390137
	Iteration 61Q: 3 clusters Score -1.60727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16072702.000000 Penalty: 5732.390137
	Iteration 62Q: 3 clusters Score -1.60727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16072702.000000 Penalty: 5732.390137
	Iteration 63F: 3 clusters Score -1.60727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Entering Unmasked Estep 
Score: -15711221.000000 Penalty: 2858.973633
	Iteration 0F: 2 clusters Score -1.571122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -15644933.000000 Penalty: 5717.947266
	Iteration 0F: 3 clusters Score -1.564493e+07 nChanged 48041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -15672898.000000 Penalty: 5717.947266
	Iteration 1F: 3 clusters Score -1.56729e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -15673841.000000 Penalty: 5717.947266
	Iteration 2Q: 3 clusters Score -1.567384e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -15674910.000000 Penalty: 5717.947266
	Iteration 3Q: 3 clusters Score -1.567491e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -15676451.000000 Penalty: 5717.947266
	Iteration 4Q: 3 clusters Score -1.567645e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -15678312.000000 Penalty: 5717.947266
	Iteration 5Q: 3 clusters Score -1.567831e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -15681174.000000 Penalty: 5717.947266
	Iteration 6Q: 3 clusters Score -1.568117e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -15685401.000000 Penalty: 5717.947266
	Iteration 7F: 3 clusters Score -1.56854e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -15690742.000000 Penalty: 5717.947266
	Iteration 8F: 3 clusters Score -1.569074e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -15694906.000000 Penalty: 5717.947266
	Iteration 9F: 3 clusters Score -1.569491e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -15696659.000000 Penalty: 5717.947266
	Iteration 10Q: 3 clusters Score -1.569666e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -15697297.000000 Penalty: 5717.947266
	Iteration 11Q: 3 clusters Score -1.56973e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -15697678.000000 Penalty: 5717.947266
	Iteration 12Q: 3 clusters Score -1.569768e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -15698030.000000 Penalty: 5717.947266
	Iteration 13Q: 3 clusters Score -1.569803e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -15698356.000000 Penalty: 5717.947266
	Iteration 14Q: 3 clusters Score -1.569836e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -15698708.000000 Penalty: 5717.947266
	Iteration 15Q: 3 clusters Score -1.569871e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -15698961.000000 Penalty: 5717.947266
	Iteration 16Q: 3 clusters Score -1.569896e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -15699390.000000 Penalty: 5717.947266
	Iteration 17Q: 3 clusters Score -1.569939e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -15699664.000000 Penalty: 5717.947266
	Iteration 18Q: 3 clusters Score -1.569966e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -15700039.000000 Penalty: 5717.947266
	Iteration 19Q: 3 clusters Score -1.570004e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -15700389.000000 Penalty: 5717.947266
	Iteration 20F: 3 clusters Score -1.570039e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -15700793.000000 Penalty: 5717.947266
	Iteration 21Q: 3 clusters Score -1.570079e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -15701170.000000 Penalty: 5717.947266
	Iteration 22Q: 3 clusters Score -1.570117e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -15701515.000000 Penalty: 5717.947266
	Iteration 23Q: 3 clusters Score -1.570152e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -15701914.000000 Penalty: 5717.947266
	Iteration 24Q: 3 clusters Score -1.570191e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -15702277.000000 Penalty: 5717.947266
	Iteration 25Q: 3 clusters Score -1.570228e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -15702667.000000 Penalty: 5717.947266
	Iteration 26Q: 3 clusters Score -1.570267e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -15702946.000000 Penalty: 5717.947266
	Iteration 27Q: 3 clusters Score -1.570295e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -15703203.000000 Penalty: 5717.947266
	Iteration 28Q: 3 clusters Score -1.57032e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -15703542.000000 Penalty: 5717.947266
	Iteration 29Q: 3 clusters Score -1.570354e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -15703790.000000 Penalty: 5717.947266
	Iteration 30Q: 3 clusters Score -1.570379e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -15703939.000000 Penalty: 5717.947266
	Iteration 31Q: 3 clusters Score -1.570394e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -15704177.000000 Penalty: 5717.947266
	Iteration 32Q: 3 clusters Score -1.570418e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -15704387.000000 Penalty: 5717.947266
	Iteration 33Q: 3 clusters Score -1.570439e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -15704507.000000 Penalty: 5717.947266
	Iteration 34Q: 3 clusters Score -1.570451e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -15704679.000000 Penalty: 5717.947266
	Iteration 35Q: 3 clusters Score -1.570468e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -15704752.000000 Penalty: 5717.947266
	Iteration 36Q: 3 clusters Score -1.570475e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -15704800.000000 Penalty: 5717.947266
	Iteration 37Q: 3 clusters Score -1.57048e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -15704945.000000 Penalty: 5717.947266
	Iteration 38Q: 3 clusters Score -1.570494e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -15704986.000000 Penalty: 5717.947266
	Iteration 39Q: 3 clusters Score -1.570499e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -15705183.000000 Penalty: 5717.947266
	Iteration 40F: 3 clusters Score -1.570518e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -15705286.000000 Penalty: 5717.947266
	Iteration 41Q: 3 clusters Score -1.570529e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -15705484.000000 Penalty: 5717.947266
	Iteration 42Q: 3 clusters Score -1.570548e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -15705653.000000 Penalty: 5717.947266
	Iteration 43Q: 3 clusters Score -1.570565e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -15705797.000000 Penalty: 5717.947266
	Iteration 44Q: 3 clusters Score -1.57058e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -15705948.000000 Penalty: 5717.947266
	Iteration 45Q: 3 clusters Score -1.570595e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -15706030.000000 Penalty: 5717.947266
	Iteration 46Q: 3 clusters Score -1.570603e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -15706198.000000 Penalty: 5717.947266
	Iteration 47Q: 3 clusters Score -1.57062e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -15706292.000000 Penalty: 5717.947266
	Iteration 48Q: 3 clusters Score -1.570629e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -15706458.000000 Penalty: 5717.947266
	Iteration 49Q: 3 clusters Score -1.570646e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -15706643.000000 Penalty: 5717.947266
	Iteration 50Q: 3 clusters Score -1.570664e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -15706790.000000 Penalty: 5717.947266
	Iteration 51Q: 3 clusters Score -1.570679e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -15707047.000000 Penalty: 5717.947266
	Iteration 52Q: 3 clusters Score -1.570705e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -15707187.000000 Penalty: 5717.947266
	Iteration 53Q: 3 clusters Score -1.570719e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -15707379.000000 Penalty: 5717.947266
	Iteration 54Q: 3 clusters Score -1.570738e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -15707574.000000 Penalty: 5717.947266
	Iteration 55Q: 3 clusters Score -1.570757e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -15707693.000000 Penalty: 5717.947266
	Iteration 56Q: 3 clusters Score -1.570769e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -15707795.000000 Penalty: 5717.947266
	Iteration 57Q: 3 clusters Score -1.57078e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -15707897.000000 Penalty: 5717.947266
	Iteration 58Q: 3 clusters Score -1.57079e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -15708004.000000 Penalty: 5717.947266
	Iteration 59Q: 3 clusters Score -1.5708e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -15708149.000000 Penalty: 5717.947266
	Iteration 60F: 3 clusters Score -1.570815e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -15708245.000000 Penalty: 5717.947266
	Iteration 61Q: 3 clusters Score -1.570824e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -15708372.000000 Penalty: 5717.947266
	Iteration 62Q: 3 clusters Score -1.570837e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15708441.000000 Penalty: 5717.947266
	Iteration 63Q: 3 clusters Score -1.570844e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -15708523.000000 Penalty: 5717.947266
	Iteration 64Q: 3 clusters Score -1.570852e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15708572.000000 Penalty: 5717.947266
	Iteration 65Q: 3 clusters Score -1.570857e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -15708626.000000 Penalty: 5717.947266
	Iteration 66Q: 3 clusters Score -1.570863e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15708711.000000 Penalty: 5717.947266
	Iteration 67Q: 3 clusters Score -1.570871e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15708724.000000 Penalty: 5717.947266
	Iteration 68Q: 3 clusters Score -1.570872e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15708796.000000 Penalty: 5717.947266
	Iteration 69Q: 3 clusters Score -1.57088e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15708831.000000 Penalty: 5717.947266
	Iteration 70Q: 3 clusters Score -1.570883e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15708861.000000 Penalty: 5717.947266
	Iteration 71Q: 3 clusters Score -1.570886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15708917.000000 Penalty: 5717.947266
	Iteration 72Q: 3 clusters Score -1.570892e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15708904.000000 Penalty: 5717.947266
	Iteration 73Q: 3 clusters Score -1.57089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15708927.000000 Penalty: 5717.947266
	Iteration 74Q: 3 clusters Score -1.570893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15708946.000000 Penalty: 5717.947266
	Iteration 75Q: 3 clusters Score -1.570895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -15708941.000000 Penalty: 5717.947266
	Iteration 76Q: 3 clusters Score -1.570894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15708935.000000 Penalty: 5717.947266
	Iteration 77Q: 3 clusters Score -1.570894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15708938.000000 Penalty: 5717.947266
	Iteration 78Q: 3 clusters Score -1.570894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15708946.000000 Penalty: 5717.947266
	Iteration 79Q: 3 clusters Score -1.570895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15708951.000000 Penalty: 5717.947266
	Iteration 80F: 3 clusters Score -1.570895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15708959.000000 Penalty: 5717.947266
	Iteration 81Q: 3 clusters Score -1.570896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15708972.000000 Penalty: 5717.947266
	Iteration 82Q: 3 clusters Score -1.570897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15708978.000000 Penalty: 5717.947266
	Iteration 83Q: 3 clusters Score -1.570898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15708986.000000 Penalty: 5717.947266
	Iteration 84Q: 3 clusters Score -1.570899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15708984.000000 Penalty: 5717.947266
	Iteration 85Q: 3 clusters Score -1.570898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -15708993.000000 Penalty: 5717.947266
	Iteration 86Q: 3 clusters Score -1.570899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15708998.000000 Penalty: 5717.947266
	Iteration 87Q: 3 clusters Score -1.5709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15708995.000000 Penalty: 5717.947266
	Iteration 88Q: 3 clusters Score -1.5709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15709008.000000 Penalty: 5717.947266
	Iteration 89Q: 3 clusters Score -1.570901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15709013.000000 Penalty: 5717.947266
	Iteration 90Q: 3 clusters Score -1.570901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15709014.000000 Penalty: 5717.947266
	Iteration 91Q: 3 clusters Score -1.570901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15709014.000000 Penalty: 5717.947266
	Iteration 92Q: 3 clusters Score -1.570901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15709012.000000 Penalty: 5717.947266
	Iteration 93Q: 3 clusters Score -1.570901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15709022.000000 Penalty: 5717.947266
	Iteration 94Q: 3 clusters Score -1.570902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15709014.000000 Penalty: 5717.947266
	Iteration 95Q: 3 clusters Score -1.570901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15709012.000000 Penalty: 5717.947266
	Iteration 96Q: 3 clusters Score -1.570901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15709013.000000 Penalty: 5717.947266
	Iteration 97Q: 3 clusters Score -1.570901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15709016.000000 Penalty: 5717.947266
	Iteration 98Q: 3 clusters Score -1.570902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15709003.000000 Penalty: 5717.947266
	Iteration 99Q: 3 clusters Score -1.5709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15709003.000000 Penalty: 5717.947266
	Iteration 100F: 3 clusters Score -1.5709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Entering Unmasked Estep 
Score: -6996237.000000 Penalty: 2666.706299
	Iteration 0F: 2 clusters Score -6996237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6964852.000000 Penalty: 5333.412598
	Iteration 0F: 3 clusters Score -6964852 nChanged 21487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -6976938.000000 Penalty: 5333.412598
	Iteration 1F: 3 clusters Score -6976938 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6977802.500000 Penalty: 5333.412598
	Iteration 2Q: 3 clusters Score -6977802 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -6978949.000000 Penalty: 5333.412598
	Iteration 3F: 3 clusters Score -6978949 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -6980149.500000 Penalty: 5333.412598
	Iteration 4F: 3 clusters Score -6980150 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6981578.500000 Penalty: 5333.412598
	Iteration 5F: 3 clusters Score -6981578 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6983160.000000 Penalty: 5333.412598
	Iteration 6F: 3 clusters Score -6983160 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -6984431.000000 Penalty: 5333.412598
	Iteration 7F: 3 clusters Score -6984431 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6985512.000000 Penalty: 5333.412598
	Iteration 8Q: 3 clusters Score -6985512 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -6986369.500000 Penalty: 5333.412598
	Iteration 9Q: 3 clusters Score -6986370 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -6987087.000000 Penalty: 5333.412598
	Iteration 10Q: 3 clusters Score -6987087 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -6987895.000000 Penalty: 5333.412598
	Iteration 11Q: 3 clusters Score -6987895 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6988682.000000 Penalty: 5333.412598
	Iteration 12Q: 3 clusters Score -6988682 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6989442.500000 Penalty: 5333.412598
	Iteration 13Q: 3 clusters Score -6989442 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -6990249.500000 Penalty: 5333.412598
	Iteration 14Q: 3 clusters Score -6990250 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6991079.000000 Penalty: 5333.412598
	Iteration 15Q: 3 clusters Score -6991079 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6991804.000000 Penalty: 5333.412598
	Iteration 16Q: 3 clusters Score -6991804 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6992339.500000 Penalty: 5333.412598
	Iteration 17Q: 3 clusters Score -6992340 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6992744.500000 Penalty: 5333.412598
	Iteration 18Q: 3 clusters Score -6992744 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6993094.500000 Penalty: 5333.412598
	Iteration 19Q: 3 clusters Score -6993094 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6993337.500000 Penalty: 5333.412598
	Iteration 20F: 3 clusters Score -6993338 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6993469.000000 Penalty: 5333.412598
	Iteration 21Q: 3 clusters Score -6993469 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6993553.000000 Penalty: 5333.412598
	Iteration 22Q: 3 clusters Score -6993553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6993648.000000 Penalty: 5333.412598
	Iteration 23Q: 3 clusters Score -6993648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6993693.000000 Penalty: 5333.412598
	Iteration 24Q: 3 clusters Score -6993693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6993764.000000 Penalty: 5333.412598
	Iteration 25Q: 3 clusters Score -6993764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6993793.000000 Penalty: 5333.412598
	Iteration 26Q: 3 clusters Score -6993793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6993822.000000 Penalty: 5333.412598
	Iteration 27Q: 3 clusters Score -6993822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6993846.500000 Penalty: 5333.412598
	Iteration 28Q: 3 clusters Score -6993846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6993869.000000 Penalty: 5333.412598
	Iteration 29Q: 3 clusters Score -6993869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6993890.500000 Penalty: 5333.412598
	Iteration 30Q: 3 clusters Score -6993890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6993910.500000 Penalty: 5333.412598
	Iteration 31Q: 3 clusters Score -6993910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6993938.500000 Penalty: 5333.412598
	Iteration 32Q: 3 clusters Score -6993938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6993944.000000 Penalty: 5333.412598
	Iteration 33Q: 3 clusters Score -6993944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6993941.000000 Penalty: 5333.412598
	Iteration 34Q: 3 clusters Score -6993941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6993963.000000 Penalty: 5333.412598
	Iteration 35Q: 3 clusters Score -6993963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6993979.000000 Penalty: 5333.412598
	Iteration 36Q: 3 clusters Score -6993979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6993982.500000 Penalty: 5333.412598
	Iteration 37Q: 3 clusters Score -6993982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6993983.000000 Penalty: 5333.412598
	Iteration 38Q: 3 clusters Score -6993983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6993987.000000 Penalty: 5333.412598
	Iteration 39Q: 3 clusters Score -6993987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6993985.000000 Penalty: 5333.412598
	Iteration 40F: 3 clusters Score -6993985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6993991.000000 Penalty: 5333.412598
	Iteration 41Q: 3 clusters Score -6993991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6994000.500000 Penalty: 5333.412598
	Iteration 42Q: 3 clusters Score -6994000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6993999.000000 Penalty: 5333.412598
	Iteration 43Q: 3 clusters Score -6993999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6994001.000000 Penalty: 5333.412598
	Iteration 44Q: 3 clusters Score -6994001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6994000.500000 Penalty: 5333.412598
	Iteration 45Q: 3 clusters Score -6994000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6994000.500000 Penalty: 5333.412598
	Iteration 46F: 3 clusters Score -6994000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Entering Unmasked Estep 
Score: -5130932.500000 Penalty: 2581.934814
	Iteration 0F: 2 clusters Score -5130932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5108158.000000 Penalty: 5163.869629
	Iteration 0F: 3 clusters Score -5108158 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5116507.500000 Penalty: 5163.869629
	Iteration 1F: 3 clusters Score -5116508 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5117052.000000 Penalty: 5163.869629
	Iteration 2Q: 3 clusters Score -5117052 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5117656.000000 Penalty: 5163.869629
	Iteration 3Q: 3 clusters Score -5117656 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5118333.000000 Penalty: 5163.869629
	Iteration 4Q: 3 clusters Score -5118333 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5119151.500000 Penalty: 5163.869629
	Iteration 5F: 3 clusters Score -5119152 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5120255.000000 Penalty: 5163.869629
	Iteration 6F: 3 clusters Score -5120255 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -5121661.000000 Penalty: 5163.869629
	Iteration 7F: 3 clusters Score -5121661 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -5123245.500000 Penalty: 5163.869629
	Iteration 8F: 3 clusters Score -5123246 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5124776.500000 Penalty: 5163.869629
	Iteration 9F: 3 clusters Score -5124776 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -5125938.500000 Penalty: 5163.869629
	Iteration 10Q: 3 clusters Score -5125938 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5126535.500000 Penalty: 5163.869629
	Iteration 11Q: 3 clusters Score -5126536 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5126868.500000 Penalty: 5163.869629
	Iteration 12Q: 3 clusters Score -5126868 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5127072.000000 Penalty: 5163.869629
	Iteration 13Q: 3 clusters Score -5127072 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -5127198.000000 Penalty: 5163.869629
	Iteration 14Q: 3 clusters Score -5127198 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5127357.500000 Penalty: 5163.869629
	Iteration 15Q: 3 clusters Score -5127358 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5127446.000000 Penalty: 5163.869629
	Iteration 16Q: 3 clusters Score -5127446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5127528.500000 Penalty: 5163.869629
	Iteration 17Q: 3 clusters Score -5127528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -5127631.500000 Penalty: 5163.869629
	Iteration 18Q: 3 clusters Score -5127632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5127684.000000 Penalty: 5163.869629
	Iteration 19Q: 3 clusters Score -5127684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5127767.000000 Penalty: 5163.869629
	Iteration 20F: 3 clusters Score -5127767 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5127854.000000 Penalty: 5163.869629
	Iteration 21Q: 3 clusters Score -5127854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5127921.500000 Penalty: 5163.869629
	Iteration 22Q: 3 clusters Score -5127922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5127974.000000 Penalty: 5163.869629
	Iteration 23Q: 3 clusters Score -5127974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5128040.500000 Penalty: 5163.869629
	Iteration 24Q: 3 clusters Score -5128040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5128102.500000 Penalty: 5163.869629
	Iteration 25Q: 3 clusters Score -5128102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5128154.000000 Penalty: 5163.869629
	Iteration 26Q: 3 clusters Score -5128154 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5128225.000000 Penalty: 5163.869629
	Iteration 27Q: 3 clusters Score -5128225 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5128262.000000 Penalty: 5163.869629
	Iteration 28Q: 3 clusters Score -5128262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5128319.000000 Penalty: 5163.869629
	Iteration 29Q: 3 clusters Score -5128319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5128361.000000 Penalty: 5163.869629
	Iteration 30Q: 3 clusters Score -5128361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5128381.500000 Penalty: 5163.869629
	Iteration 31Q: 3 clusters Score -5128382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5128413.500000 Penalty: 5163.869629
	Iteration 32Q: 3 clusters Score -5128414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5128432.500000 Penalty: 5163.869629
	Iteration 33Q: 3 clusters Score -5128432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5128454.000000 Penalty: 5163.869629
	Iteration 34Q: 3 clusters Score -5128454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5128463.500000 Penalty: 5163.869629
	Iteration 35Q: 3 clusters Score -5128464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5128480.000000 Penalty: 5163.869629
	Iteration 36Q: 3 clusters Score -5128480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5128485.500000 Penalty: 5163.869629
	Iteration 37Q: 3 clusters Score -5128486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5128502.000000 Penalty: 5163.869629
	Iteration 38Q: 3 clusters Score -5128502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5128508.500000 Penalty: 5163.869629
	Iteration 39Q: 3 clusters Score -5128508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5128532.500000 Penalty: 5163.869629
	Iteration 40F: 3 clusters Score -5128532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5128553.500000 Penalty: 5163.869629
	Iteration 41Q: 3 clusters Score -5128554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5128554.500000 Penalty: 5163.869629
	Iteration 42Q: 3 clusters Score -5128554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5128564.000000 Penalty: 5163.869629
	Iteration 43Q: 3 clusters Score -5128564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5128571.000000 Penalty: 5163.869629
	Iteration 44Q: 3 clusters Score -5128571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5128575.500000 Penalty: 5163.869629
	Iteration 45Q: 3 clusters Score -5128576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5128574.500000 Penalty: 5163.869629
	Iteration 46Q: 3 clusters Score -5128574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5128592.000000 Penalty: 5163.869629
	Iteration 47Q: 3 clusters Score -5128592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5128590.500000 Penalty: 5163.869629
	Iteration 48Q: 3 clusters Score -5128590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5128587.500000 Penalty: 5163.869629
	Iteration 49Q: 3 clusters Score -5128588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5128587.500000 Penalty: 5163.869629
	Iteration 50Q: 3 clusters Score -5128588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5128597.500000 Penalty: 5163.869629
	Iteration 51Q: 3 clusters Score -5128598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5128608.500000 Penalty: 5163.869629
	Iteration 52Q: 3 clusters Score -5128608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5128620.500000 Penalty: 5163.869629
	Iteration 53Q: 3 clusters Score -5128620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5128617.000000 Penalty: 5163.869629
	Iteration 54Q: 3 clusters Score -5128617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5128618.500000 Penalty: 5163.869629
	Iteration 55Q: 3 clusters Score -5128618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5128621.000000 Penalty: 5163.869629
	Iteration 56Q: 3 clusters Score -5128621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5128622.000000 Penalty: 5163.869629
	Iteration 57Q: 3 clusters Score -5128622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5128620.000000 Penalty: 5163.869629
	Iteration 58Q: 3 clusters Score -5128620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5128620.000000 Penalty: 5163.869629
	Iteration 59Q: 3 clusters Score -5128620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5128617.500000 Penalty: 5163.869629
	Iteration 60F: 3 clusters Score -5128618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5128612.500000 Penalty: 5163.869629
	Iteration 61Q: 3 clusters Score -5128612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5128633.000000 Penalty: 5163.869629
	Iteration 62Q: 3 clusters Score -5128633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5128630.000000 Penalty: 5163.869629
	Iteration 63Q: 3 clusters Score -5128630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5128632.500000 Penalty: 5163.869629
	Iteration 64Q: 3 clusters Score -5128632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5128635.500000 Penalty: 5163.869629
	Iteration 65Q: 3 clusters Score -5128636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5128631.000000 Penalty: 5163.869629
	Iteration 66Q: 3 clusters Score -5128631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5128635.500000 Penalty: 5163.869629
	Iteration 67Q: 3 clusters Score -5128636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5128636.000000 Penalty: 5163.869629
	Iteration 68Q: 3 clusters Score -5128636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5128635.500000 Penalty: 5163.869629
	Iteration 69Q: 3 clusters Score -5128636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5128634.500000 Penalty: 5163.869629
	Iteration 70Q: 3 clusters Score -5128634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5128639.000000 Penalty: 5163.869629
	Iteration 71Q: 3 clusters Score -5128639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5128640.500000 Penalty: 5163.869629
	Iteration 72Q: 3 clusters Score -5128640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5128643.500000 Penalty: 5163.869629
	Iteration 73Q: 3 clusters Score -5128644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5128641.500000 Penalty: 5163.869629
	Iteration 74Q: 3 clusters Score -5128642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5128641.500000 Penalty: 5163.869629
	Iteration 75Q: 3 clusters Score -5128642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5128641.000000 Penalty: 5163.869629
	Iteration 76Q: 3 clusters Score -5128641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5128640.500000 Penalty: 5163.869629
	Iteration 77Q: 3 clusters Score -5128640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5128638.000000 Penalty: 5163.869629
	Iteration 78Q: 3 clusters Score -5128638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5128634.000000 Penalty: 5163.869629
	Iteration 79Q: 3 clusters Score -5128634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5128641.500000 Penalty: 5163.869629
	Iteration 80F: 3 clusters Score -5128642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5128645.500000 Penalty: 5163.869629
	Iteration 81Q: 3 clusters Score -5128646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5128647.500000 Penalty: 5163.869629
	Iteration 82Q: 3 clusters Score -5128648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5128652.000000 Penalty: 5163.869629
	Iteration 83Q: 3 clusters Score -5128652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5128659.500000 Penalty: 5163.869629
	Iteration 84Q: 3 clusters Score -5128660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5128656.000000 Penalty: 5163.869629
	Iteration 85Q: 3 clusters Score -5128656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5128652.500000 Penalty: 5163.869629
	Iteration 86Q: 3 clusters Score -5128652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5128657.500000 Penalty: 5163.869629
	Iteration 87Q: 3 clusters Score -5128658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5128667.000000 Penalty: 5163.869629
	Iteration 88Q: 3 clusters Score -5128667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5128664.500000 Penalty: 5163.869629
	Iteration 89Q: 3 clusters Score -5128664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5128662.500000 Penalty: 5163.869629
	Iteration 90Q: 3 clusters Score -5128662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5128675.500000 Penalty: 5163.869629
	Iteration 91Q: 3 clusters Score -5128676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5128679.500000 Penalty: 5163.869629
	Iteration 92Q: 3 clusters Score -5128680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5128680.000000 Penalty: 5163.869629
	Iteration 93Q: 3 clusters Score -5128680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5128689.500000 Penalty: 5163.869629
	Iteration 94Q: 3 clusters Score -5128690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5128692.500000 Penalty: 5163.869629
	Iteration 95Q: 3 clusters Score -5128692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5128690.500000 Penalty: 5163.869629
	Iteration 96Q: 3 clusters Score -5128690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5128694.000000 Penalty: 5163.869629
	Iteration 97Q: 3 clusters Score -5128694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5128690.500000 Penalty: 5163.869629
	Iteration 98Q: 3 clusters Score -5128690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5128688.500000 Penalty: 5163.869629
	Iteration 99Q: 3 clusters Score -5128688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5128694.000000 Penalty: 5163.869629
	Iteration 100F: 3 clusters Score -5128694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5128696.000000 Penalty: 5163.869629
	Iteration 101Q: 3 clusters Score -5128696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5128696.000000 Penalty: 5163.869629
	Iteration 102F: 3 clusters Score -5128696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Entering Unmasked Estep 
Score: -1497968.500000 Penalty: 2307.078857
	Iteration 0F: 2 clusters Score -1497968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1489667.000000 Penalty: 4614.157715
	Iteration 0F: 3 clusters Score -1489667 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1492415.625000 Penalty: 4614.157715
	Iteration 1F: 3 clusters Score -1492416 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1493133.125000 Penalty: 4614.157715
	Iteration 2F: 3 clusters Score -1493133 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1494015.125000 Penalty: 4614.157715
	Iteration 3F: 3 clusters Score -1494015 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1494954.125000 Penalty: 4614.157715
	Iteration 4F: 3 clusters Score -1494954 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1495701.000000 Penalty: 4614.157715
	Iteration 5F: 3 clusters Score -1495701 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1496171.625000 Penalty: 4614.157715
	Iteration 6F: 3 clusters Score -1496172 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1496472.625000 Penalty: 4614.157715
	Iteration 7Q: 3 clusters Score -1496473 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1496623.125000 Penalty: 4614.157715
	Iteration 8Q: 3 clusters Score -1496623 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1496712.875000 Penalty: 4614.157715
	Iteration 9Q: 3 clusters Score -1496713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1496769.500000 Penalty: 4614.157715
	Iteration 10Q: 3 clusters Score -1496770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1496811.625000 Penalty: 4614.157715
	Iteration 11Q: 3 clusters Score -1496812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1496840.000000 Penalty: 4614.157715
	Iteration 12Q: 3 clusters Score -1496840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1496874.625000 Penalty: 4614.157715
	Iteration 13Q: 3 clusters Score -1496875 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1496897.750000 Penalty: 4614.157715
	Iteration 14Q: 3 clusters Score -1496898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1496928.250000 Penalty: 4614.157715
	Iteration 15Q: 3 clusters Score -1496928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1496944.875000 Penalty: 4614.157715
	Iteration 16Q: 3 clusters Score -1496945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1496966.375000 Penalty: 4614.157715
	Iteration 17Q: 3 clusters Score -1496966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1496996.625000 Penalty: 4614.157715
	Iteration 18Q: 3 clusters Score -1496997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1497019.000000 Penalty: 4614.157715
	Iteration 19Q: 3 clusters Score -1497019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1497038.125000 Penalty: 4614.157715
	Iteration 20F: 3 clusters Score -1497038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1497056.125000 Penalty: 4614.157715
	Iteration 21Q: 3 clusters Score -1497056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1497071.500000 Penalty: 4614.157715
	Iteration 22Q: 3 clusters Score -1497072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1497083.625000 Penalty: 4614.157715
	Iteration 23Q: 3 clusters Score -1497084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1497094.125000 Penalty: 4614.157715
	Iteration 24Q: 3 clusters Score -1497094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1497104.000000 Penalty: 4614.157715
	Iteration 25Q: 3 clusters Score -1497104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1497111.625000 Penalty: 4614.157715
	Iteration 26Q: 3 clusters Score -1497112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1497119.500000 Penalty: 4614.157715
	Iteration 27Q: 3 clusters Score -1497120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1497125.500000 Penalty: 4614.157715
	Iteration 28Q: 3 clusters Score -1497126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1497128.250000 Penalty: 4614.157715
	Iteration 29Q: 3 clusters Score -1497128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1497139.250000 Penalty: 4614.157715
	Iteration 30Q: 3 clusters Score -1497139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1497143.625000 Penalty: 4614.157715
	Iteration 31Q: 3 clusters Score -1497144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1497146.125000 Penalty: 4614.157715
	Iteration 32Q: 3 clusters Score -1497146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1497148.625000 Penalty: 4614.157715
	Iteration 33Q: 3 clusters Score -1497149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1497153.625000 Penalty: 4614.157715
	Iteration 34Q: 3 clusters Score -1497154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1497152.375000 Penalty: 4614.157715
	Iteration 35Q: 3 clusters Score -1497152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1497154.250000 Penalty: 4614.157715
	Iteration 36Q: 3 clusters Score -1497154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1497156.250000 Penalty: 4614.157715
	Iteration 37Q: 3 clusters Score -1497156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1497157.500000 Penalty: 4614.157715
	Iteration 38Q: 3 clusters Score -1497158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1497155.750000 Penalty: 4614.157715
	Iteration 39Q: 3 clusters Score -1497156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1497154.875000 Penalty: 4614.157715
	Iteration 40F: 3 clusters Score -1497155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1497158.000000 Penalty: 4614.157715
	Iteration 41Q: 3 clusters Score -1497158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1497158.125000 Penalty: 4614.157715
	Iteration 42Q: 3 clusters Score -1497158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1497160.000000 Penalty: 4614.157715
	Iteration 43Q: 3 clusters Score -1497160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1497164.375000 Penalty: 4614.157715
	Iteration 44Q: 3 clusters Score -1497164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1497165.000000 Penalty: 4614.157715
	Iteration 45Q: 3 clusters Score -1497165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1497162.500000 Penalty: 4614.157715
	Iteration 46Q: 3 clusters Score -1497162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1497164.500000 Penalty: 4614.157715
	Iteration 47Q: 3 clusters Score -1497164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1497167.000000 Penalty: 4614.157715
	Iteration 48Q: 3 clusters Score -1497167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1497168.500000 Penalty: 4614.157715
	Iteration 49Q: 3 clusters Score -1497168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1497166.375000 Penalty: 4614.157715
	Iteration 50Q: 3 clusters Score -1497166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1497167.875000 Penalty: 4614.157715
	Iteration 51Q: 3 clusters Score -1497168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1497168.000000 Penalty: 4614.157715
	Iteration 52Q: 3 clusters Score -1497168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1497167.625000 Penalty: 4614.157715
	Iteration 53Q: 3 clusters Score -1497168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1497169.750000 Penalty: 4614.157715
	Iteration 54Q: 3 clusters Score -1497170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1497171.375000 Penalty: 4614.157715
	Iteration 55Q: 3 clusters Score -1497171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1497170.875000 Penalty: 4614.157715
	Iteration 56Q: 3 clusters Score -1497171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1497172.875000 Penalty: 4614.157715
	Iteration 57Q: 3 clusters Score -1497173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1497174.625000 Penalty: 4614.157715
	Iteration 58Q: 3 clusters Score -1497175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1497175.875000 Penalty: 4614.157715
	Iteration 59Q: 3 clusters Score -1497176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1497172.750000 Penalty: 4614.157715
	Iteration 60F: 3 clusters Score -1497173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1497175.125000 Penalty: 4614.157715
	Iteration 61Q: 3 clusters Score -1497175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1497173.000000 Penalty: 4614.157715
	Iteration 62Q: 3 clusters Score -1497173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1497174.500000 Penalty: 4614.157715
	Iteration 63Q: 3 clusters Score -1497174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1497178.750000 Penalty: 4614.157715
	Iteration 64Q: 3 clusters Score -1497179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1497178.000000 Penalty: 4614.157715
	Iteration 65Q: 3 clusters Score -1497178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1497175.625000 Penalty: 4614.157715
	Iteration 66Q: 3 clusters Score -1497176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1497178.125000 Penalty: 4614.157715
	Iteration 67Q: 3 clusters Score -1497178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1497178.125000 Penalty: 4614.157715
	Iteration 68F: 3 clusters Score -1497178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -920846.687500 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -920846.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -915555.062500 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -915555.1 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -916951.062500 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -916951.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -917372.937500 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -917372.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -917729.312500 Penalty: 4334.650879
	Iteration 3F: 3 clusters Score -917729.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -918024.500000 Penalty: 4334.650879
	Iteration 4F: 3 clusters Score -918024.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -918301.562500 Penalty: 4334.650879
	Iteration 5F: 3 clusters Score -918301.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -918617.812500 Penalty: 4334.650879
	Iteration 6F: 3 clusters Score -918617.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -918901.437500 Penalty: 4334.650879
	Iteration 7F: 3 clusters Score -918901.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -919106.250000 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -919106.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -919256.062500 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -919256.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -919351.562500 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -919351.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -919428.625000 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -919428.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -919479.937500 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -919479.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -919516.125000 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -919516.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -919550.812500 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -919550.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -919575.250000 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -919575.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -919593.937500 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -919593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -919610.000000 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -919610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -919625.250000 Penalty: 4334.650879
	Iteration 18Q: 3 clusters Score -919625.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -919640.812500 Penalty: 4334.650879
	Iteration 19Q: 3 clusters Score -919640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -919652.937500 Penalty: 4334.650879
	Iteration 20F: 3 clusters Score -919652.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -919666.750000 Penalty: 4334.650879
	Iteration 21Q: 3 clusters Score -919666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -919676.500000 Penalty: 4334.650879
	Iteration 22Q: 3 clusters Score -919676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -919680.187500 Penalty: 4334.650879
	Iteration 23Q: 3 clusters Score -919680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -919685.750000 Penalty: 4334.650879
	Iteration 24Q: 3 clusters Score -919685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -919690.187500 Penalty: 4334.650879
	Iteration 25Q: 3 clusters Score -919690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -919693.312500 Penalty: 4334.650879
	Iteration 26Q: 3 clusters Score -919693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -919696.875000 Penalty: 4334.650879
	Iteration 27Q: 3 clusters Score -919696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -919703.812500 Penalty: 4334.650879
	Iteration 28Q: 3 clusters Score -919703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -919706.062500 Penalty: 4334.650879
	Iteration 29Q: 3 clusters Score -919706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -919710.562500 Penalty: 4334.650879
	Iteration 30Q: 3 clusters Score -919710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -919715.187500 Penalty: 4334.650879
	Iteration 31Q: 3 clusters Score -919715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -919718.375000 Penalty: 4334.650879
	Iteration 32Q: 3 clusters Score -919718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -919718.062500 Penalty: 4334.650879
	Iteration 33Q: 3 clusters Score -919718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -919720.500000 Penalty: 4334.650879
	Iteration 34Q: 3 clusters Score -919720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -919721.187500 Penalty: 4334.650879
	Iteration 35Q: 3 clusters Score -919721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -919723.125000 Penalty: 4334.650879
	Iteration 36Q: 3 clusters Score -919723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -919724.187500 Penalty: 4334.650879
	Iteration 37Q: 3 clusters Score -919724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -919725.625000 Penalty: 4334.650879
	Iteration 38Q: 3 clusters Score -919725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -919728.750000 Penalty: 4334.650879
	Iteration 39Q: 3 clusters Score -919728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -919729.062500 Penalty: 4334.650879
	Iteration 40F: 3 clusters Score -919729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -919729.187500 Penalty: 4334.650879
	Iteration 41Q: 3 clusters Score -919729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -919735.000000 Penalty: 4334.650879
	Iteration 42Q: 3 clusters Score -919735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -919735.750000 Penalty: 4334.650879
	Iteration 43Q: 3 clusters Score -919735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -919738.625000 Penalty: 4334.650879
	Iteration 44Q: 3 clusters Score -919738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -919738.562500 Penalty: 4334.650879
	Iteration 45Q: 3 clusters Score -919738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -919738.875000 Penalty: 4334.650879
	Iteration 46Q: 3 clusters Score -919738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -919740.062500 Penalty: 4334.650879
	Iteration 47Q: 3 clusters Score -919740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -919740.062500 Penalty: 4334.650879
	Iteration 48F: 3 clusters Score -919740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -306910.500000 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -306910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -304313.687500 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -304313.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -304758.156250 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -304758.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -304866.156250 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -304866.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -304922.718750 Penalty: 3767.062744
	Iteration 3Q: 3 clusters Score -304922.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -304965.031250 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -304965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -305005.125000 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -305005.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -305031.656250 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -305031.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -305046.843750 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -305046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -305062.250000 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -305062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -305071.687500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -305071.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -305080.468750 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -305080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -305086.625000 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -305086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -305095.625000 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -305095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305100.781250 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -305100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305105.250000 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -305105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -305107.031250 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -305107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305109.218750 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -305109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -305111.750000 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -305111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -305113.062500 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -305113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305113.468750 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -305113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -305116.343750 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -305116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -305120.437500 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -305120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -305123.156250 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -305123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305124.031250 Penalty: 3767.062744
	Iteration 23Q: 3 clusters Score -305124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -305124.906250 Penalty: 3767.062744
	Iteration 24Q: 3 clusters Score -305124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -305124.906250 Penalty: 3767.062744
	Iteration 25F: 3 clusters Score -305124.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Entering Unmasked Estep 
Score: -8248011.500000 Penalty: 2705.599121
	Iteration 0F: 2 clusters Score -8248012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -8211249.000000 Penalty: 5411.198242
	Iteration 0F: 3 clusters Score -8211249 nChanged 25347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -8225306.000000 Penalty: 5411.198242
	Iteration 1F: 3 clusters Score -8225306 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8225954.500000 Penalty: 5411.198242
	Iteration 2Q: 3 clusters Score -8225954 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -8226704.500000 Penalty: 5411.198242
	Iteration 3Q: 3 clusters Score -8226704 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -8227566.500000 Penalty: 5411.198242
	Iteration 4Q: 3 clusters Score -8227566 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -8228485.000000 Penalty: 5411.198242
	Iteration 5Q: 3 clusters Score -8228485 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -8229521.500000 Penalty: 5411.198242
	Iteration 6Q: 3 clusters Score -8229522 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -8230497.500000 Penalty: 5411.198242
	Iteration 7Q: 3 clusters Score -8230498 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -8231543.500000 Penalty: 5411.198242
	Iteration 8Q: 3 clusters Score -8231544 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -8232374.000000 Penalty: 5411.198242
	Iteration 9Q: 3 clusters Score -8232374 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8233191.500000 Penalty: 5411.198242
	Iteration 10Q: 3 clusters Score -8233192 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8233905.000000 Penalty: 5411.198242
	Iteration 11Q: 3 clusters Score -8233905 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8234475.000000 Penalty: 5411.198242
	Iteration 12Q: 3 clusters Score -8234475 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -8235046.500000 Penalty: 5411.198242
	Iteration 13Q: 3 clusters Score -8235046 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -8235683.000000 Penalty: 5411.198242
	Iteration 14Q: 3 clusters Score -8235683 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8236406.500000 Penalty: 5411.198242
	Iteration 15Q: 3 clusters Score -8236406 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -8237335.000000 Penalty: 5411.198242
	Iteration 16Q: 3 clusters Score -8237335 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -8238400.500000 Penalty: 5411.198242
	Iteration 17Q: 3 clusters Score -8238400 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8239552.500000 Penalty: 5411.198242
	Iteration 18Q: 3 clusters Score -8239552 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -8240707.500000 Penalty: 5411.198242
	Iteration 19Q: 3 clusters Score -8240708 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -8241853.000000 Penalty: 5411.198242
	Iteration 20F: 3 clusters Score -8241853 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8242973.500000 Penalty: 5411.198242
	Iteration 21Q: 3 clusters Score -8242974 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -8243808.500000 Penalty: 5411.198242
	Iteration 22Q: 3 clusters Score -8243808 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8244369.000000 Penalty: 5411.198242
	Iteration 23Q: 3 clusters Score -8244369 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8244758.000000 Penalty: 5411.198242
	Iteration 24Q: 3 clusters Score -8244758 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8245085.500000 Penalty: 5411.198242
	Iteration 25Q: 3 clusters Score -8245086 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8245295.000000 Penalty: 5411.198242
	Iteration 26Q: 3 clusters Score -8245295 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8245422.000000 Penalty: 5411.198242
	Iteration 27Q: 3 clusters Score -8245422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8245522.500000 Penalty: 5411.198242
	Iteration 28Q: 3 clusters Score -8245522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8245585.000000 Penalty: 5411.198242
	Iteration 29Q: 3 clusters Score -8245585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8245615.000000 Penalty: 5411.198242
	Iteration 30Q: 3 clusters Score -8245615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8245648.500000 Penalty: 5411.198242
	Iteration 31Q: 3 clusters Score -8245648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8245678.500000 Penalty: 5411.198242
	Iteration 32Q: 3 clusters Score -8245678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8245677.500000 Penalty: 5411.198242
	Iteration 33Q: 3 clusters Score -8245678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8245688.500000 Penalty: 5411.198242
	Iteration 34Q: 3 clusters Score -8245688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8245714.000000 Penalty: 5411.198242
	Iteration 35Q: 3 clusters Score -8245714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8245753.500000 Penalty: 5411.198242
	Iteration 36Q: 3 clusters Score -8245754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8245772.500000 Penalty: 5411.198242
	Iteration 37Q: 3 clusters Score -8245772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8245787.000000 Penalty: 5411.198242
	Iteration 38Q: 3 clusters Score -8245787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8245795.000000 Penalty: 5411.198242
	Iteration 39Q: 3 clusters Score -8245795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8245799.500000 Penalty: 5411.198242
	Iteration 40F: 3 clusters Score -8245800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8245804.500000 Penalty: 5411.198242
	Iteration 41Q: 3 clusters Score -8245804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8245804.500000 Penalty: 5411.198242
	Iteration 42Q: 3 clusters Score -8245804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8245803.500000 Penalty: 5411.198242
	Iteration 43Q: 3 clusters Score -8245804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8245807.000000 Penalty: 5411.198242
	Iteration 44Q: 3 clusters Score -8245807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8245808.500000 Penalty: 5411.198242
	Iteration 45Q: 3 clusters Score -8245808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8245808.500000 Penalty: 5411.198242
	Iteration 46F: 3 clusters Score -8245808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40759.550781 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40759.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41063.132812 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41063.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41340.375000 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41340.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41530.652344 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -41530.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41700.058594 Penalty: 2905.534668
	Iteration 4F: 3 clusters Score -41700.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41784.460938 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41784.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41833.667969 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41833.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41857.367188 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41857.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41896.250000 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41896.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41924.707031 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41924.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41951.128906 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41951.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41951.128906 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -41951.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -681779.312500 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -681779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -677537.937500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -677537.9 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -678567.125000 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -678567.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -678784.812500 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -678784.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -678927.562500 Penalty: 4183.170410
	Iteration 3Q: 3 clusters Score -678927.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -679038.687500 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -679038.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -679136.500000 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -679136.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -679222.187500 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -679222.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -679285.250000 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -679285.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -679343.875000 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -679343.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -679391.687500 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -679391.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -679438.250000 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -679438.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -679479.312500 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -679479.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -679520.812500 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -679520.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -679557.000000 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -679557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -679592.937500 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -679592.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -679623.875000 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -679623.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -679653.500000 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -679653.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -679678.937500 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -679678.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -679706.312500 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -679706.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -679728.937500 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -679728.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -679748.187500 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -679748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -679769.000000 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -679769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -679784.062500 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -679784.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -679798.125000 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -679798.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -679808.125000 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -679808.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -679821.687500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -679821.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -679832.750000 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -679832.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -679844.937500 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -679844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -679855.437500 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -679855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -679868.312500 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -679868.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -679874.937500 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -679874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -679883.375000 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -679883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -679887.062500 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -679887.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -679891.812500 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -679891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -679899.312500 Penalty: 4183.170410
	Iteration 34Q: 3 clusters Score -679899.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -679901.000000 Penalty: 4183.170410
	Iteration 35Q: 3 clusters Score -679901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -679901.375000 Penalty: 4183.170410
	Iteration 36Q: 3 clusters Score -679901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -679906.375000 Penalty: 4183.170410
	Iteration 37Q: 3 clusters Score -679906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -679912.812500 Penalty: 4183.170410
	Iteration 38Q: 3 clusters Score -679912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -679917.250000 Penalty: 4183.170410
	Iteration 39Q: 3 clusters Score -679917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -679921.125000 Penalty: 4183.170410
	Iteration 40F: 3 clusters Score -679921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -679925.687500 Penalty: 4183.170410
	Iteration 41Q: 3 clusters Score -679925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -679925.562500 Penalty: 4183.170410
	Iteration 42Q: 3 clusters Score -679925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -679927.937500 Penalty: 4183.170410
	Iteration 43Q: 3 clusters Score -679927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -679931.437500 Penalty: 4183.170410
	Iteration 44Q: 3 clusters Score -679931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -679933.375000 Penalty: 4183.170410
	Iteration 45Q: 3 clusters Score -679933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -679937.125000 Penalty: 4183.170410
	Iteration 46Q: 3 clusters Score -679937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -679937.562500 Penalty: 4183.170410
	Iteration 47Q: 3 clusters Score -679937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -679939.375000 Penalty: 4183.170410
	Iteration 48Q: 3 clusters Score -679939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -679940.000000 Penalty: 4183.170410
	Iteration 49Q: 3 clusters Score -679940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -679941.187500 Penalty: 4183.170410
	Iteration 50Q: 3 clusters Score -679941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -679942.812500 Penalty: 4183.170410
	Iteration 51Q: 3 clusters Score -679942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -679942.812500 Penalty: 4183.170410
	Iteration 52F: 3 clusters Score -679942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98266.054688 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98266.05 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98723.812500 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98723.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99063.015625 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -99063.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99316.812500 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -99316.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99566.289062 Penalty: 3282.231934
	Iteration 4F: 3 clusters Score -99566.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99869.328125 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99869.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99969.648438 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99969.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100043.882812 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -100043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100101.437500 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -100101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100136.671875 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -100136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100167.601562 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -100167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -100185.984375 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -100186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100192.843750 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -100192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100196.960938 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -100197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100202.335938 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -100202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100206.476562 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -100206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100209.718750 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -100209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100220.109375 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -100220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100237.281250 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -100237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100252.414062 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -100252.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100283.554688 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -100283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100355.398438 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -100355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -100429.875000 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -100429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100444.468750 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -100444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100453.906250 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -100453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100453.906250 Penalty: 3282.231934
	Iteration 25F: 3 clusters Score -100453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 104531 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 494 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107128 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62842 members 
Mstep: Class 25 contains 101723 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 254 members 
Entering Unmasked Estep 
Score: -137801376.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137802656.000000 to -137801376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Entering Unmasked Estep 
Score: -1501411.500000 Penalty: 2289.730957
	Iteration 0F: 2 clusters Score -1501412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1493569.375000 Penalty: 4579.461914
	Iteration 0F: 3 clusters Score -1493569 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1495992.125000 Penalty: 4579.461914
	Iteration 1F: 3 clusters Score -1495992 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1496440.250000 Penalty: 4579.461914
	Iteration 2F: 3 clusters Score -1496440 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1496910.375000 Penalty: 4579.461914
	Iteration 3F: 3 clusters Score -1496910 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1497297.875000 Penalty: 4579.461914
	Iteration 4F: 3 clusters Score -1497298 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1497578.125000 Penalty: 4579.461914
	Iteration 5F: 3 clusters Score -1497578 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1497837.375000 Penalty: 4579.461914
	Iteration 6Q: 3 clusters Score -1497837 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1498053.875000 Penalty: 4579.461914
	Iteration 7Q: 3 clusters Score -1498054 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1498248.625000 Penalty: 4579.461914
	Iteration 8Q: 3 clusters Score -1498249 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1498426.375000 Penalty: 4579.461914
	Iteration 9Q: 3 clusters Score -1498426 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1498585.125000 Penalty: 4579.461914
	Iteration 10Q: 3 clusters Score -1498585 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1498731.875000 Penalty: 4579.461914
	Iteration 11Q: 3 clusters Score -1498732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1498869.375000 Penalty: 4579.461914
	Iteration 12Q: 3 clusters Score -1498869 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1499031.750000 Penalty: 4579.461914
	Iteration 13Q: 3 clusters Score -1499032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1499199.375000 Penalty: 4579.461914
	Iteration 14Q: 3 clusters Score -1499199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1499369.125000 Penalty: 4579.461914
	Iteration 15Q: 3 clusters Score -1499369 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1499486.500000 Penalty: 4579.461914
	Iteration 16Q: 3 clusters Score -1499486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1499581.125000 Penalty: 4579.461914
	Iteration 17Q: 3 clusters Score -1499581 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1499675.625000 Penalty: 4579.461914
	Iteration 18Q: 3 clusters Score -1499676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1499780.375000 Penalty: 4579.461914
	Iteration 19Q: 3 clusters Score -1499780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1499849.750000 Penalty: 4579.461914
	Iteration 20F: 3 clusters Score -1499850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1499899.750000 Penalty: 4579.461914
	Iteration 21Q: 3 clusters Score -1499900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1499952.750000 Penalty: 4579.461914
	Iteration 22Q: 3 clusters Score -1499953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1499989.375000 Penalty: 4579.461914
	Iteration 23Q: 3 clusters Score -1499989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1500043.500000 Penalty: 4579.461914
	Iteration 24Q: 3 clusters Score -1500044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1500097.375000 Penalty: 4579.461914
	Iteration 25Q: 3 clusters Score -1500097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1500126.875000 Penalty: 4579.461914
	Iteration 26Q: 3 clusters Score -1500127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1500151.625000 Penalty: 4579.461914
	Iteration 27Q: 3 clusters Score -1500152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1500176.375000 Penalty: 4579.461914
	Iteration 28Q: 3 clusters Score -1500176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1500197.625000 Penalty: 4579.461914
	Iteration 29Q: 3 clusters Score -1500198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1500210.875000 Penalty: 4579.461914
	Iteration 30Q: 3 clusters Score -1500211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1500227.250000 Penalty: 4579.461914
	Iteration 31Q: 3 clusters Score -1500227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1500233.375000 Penalty: 4579.461914
	Iteration 32Q: 3 clusters Score -1500233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1500240.375000 Penalty: 4579.461914
	Iteration 33Q: 3 clusters Score -1500240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1500241.875000 Penalty: 4579.461914
	Iteration 34Q: 3 clusters Score -1500242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1500242.875000 Penalty: 4579.461914
	Iteration 35Q: 3 clusters Score -1500243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1500246.500000 Penalty: 4579.461914
	Iteration 36Q: 3 clusters Score -1500246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1500248.750000 Penalty: 4579.461914
	Iteration 37Q: 3 clusters Score -1500249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1500251.625000 Penalty: 4579.461914
	Iteration 38Q: 3 clusters Score -1500252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1500250.875000 Penalty: 4579.461914
	Iteration 39Q: 3 clusters Score -1500251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1500252.375000 Penalty: 4579.461914
	Iteration 40F: 3 clusters Score -1500252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1500253.125000 Penalty: 4579.461914
	Iteration 41Q: 3 clusters Score -1500253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1500253.625000 Penalty: 4579.461914
	Iteration 42Q: 3 clusters Score -1500254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1500255.250000 Penalty: 4579.461914
	Iteration 43Q: 3 clusters Score -1500255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1500257.750000 Penalty: 4579.461914
	Iteration 44Q: 3 clusters Score -1500258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1500259.750000 Penalty: 4579.461914
	Iteration 45Q: 3 clusters Score -1500260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1500259.875000 Penalty: 4579.461914
	Iteration 46Q: 3 clusters Score -1500260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1500260.375000 Penalty: 4579.461914
	Iteration 47Q: 3 clusters Score -1500260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1500260.375000 Penalty: 4579.461914
	Iteration 48F: 3 clusters Score -1500260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Entering Unmasked Estep 
Score: -16479132.000000 Penalty: 2872.281250
	Iteration 0F: 2 clusters Score -1.647913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -16408484.000000 Penalty: 5744.562500
	Iteration 0F: 3 clusters Score -1.640848e+07 nChanged 50628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -16437036.000000 Penalty: 5744.562500
	Iteration 1F: 3 clusters Score -1.643704e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -16437883.000000 Penalty: 5744.562500
	Iteration 2Q: 3 clusters Score -1.643788e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -16439073.000000 Penalty: 5744.562500
	Iteration 3Q: 3 clusters Score -1.643907e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -16440893.000000 Penalty: 5744.562500
	Iteration 4Q: 3 clusters Score -1.644089e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -16443974.000000 Penalty: 5744.562500
	Iteration 5Q: 3 clusters Score -1.644397e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -16449211.000000 Penalty: 5744.562500
	Iteration 6F: 3 clusters Score -1.644921e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -16456453.000000 Penalty: 5744.562500
	Iteration 7F: 3 clusters Score -1.645645e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -16464434.000000 Penalty: 5744.562500
	Iteration 8F: 3 clusters Score -1.646443e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -16470710.000000 Penalty: 5744.562500
	Iteration 9F: 3 clusters Score -1.647071e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -16474211.000000 Penalty: 5744.562500
	Iteration 10Q: 3 clusters Score -1.647421e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16475641.000000 Penalty: 5744.562500
	Iteration 11Q: 3 clusters Score -1.647564e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16476205.000000 Penalty: 5744.562500
	Iteration 12Q: 3 clusters Score -1.64762e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16476400.000000 Penalty: 5744.562500
	Iteration 13Q: 3 clusters Score -1.64764e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16476492.000000 Penalty: 5744.562500
	Iteration 14Q: 3 clusters Score -1.647649e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16476547.000000 Penalty: 5744.562500
	Iteration 15Q: 3 clusters Score -1.647655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16476603.000000 Penalty: 5744.562500
	Iteration 16Q: 3 clusters Score -1.64766e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16476651.000000 Penalty: 5744.562500
	Iteration 17Q: 3 clusters Score -1.647665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16476659.000000 Penalty: 5744.562500
	Iteration 18Q: 3 clusters Score -1.647666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16476686.000000 Penalty: 5744.562500
	Iteration 19Q: 3 clusters Score -1.647669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16476694.000000 Penalty: 5744.562500
	Iteration 20F: 3 clusters Score -1.647669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16476716.000000 Penalty: 5744.562500
	Iteration 21Q: 3 clusters Score -1.647672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -16476726.000000 Penalty: 5744.562500
	Iteration 22Q: 3 clusters Score -1.647673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -16476732.000000 Penalty: 5744.562500
	Iteration 23Q: 3 clusters Score -1.647673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106739 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16476734.000000 Penalty: 5744.562500
	Iteration 24Q: 3 clusters Score -1.647673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16476740.000000 Penalty: 5744.562500
	Iteration 25Q: 3 clusters Score -1.647674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16476742.000000 Penalty: 5744.562500
	Iteration 26Q: 3 clusters Score -1.647674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16476744.000000 Penalty: 5744.562500
	Iteration 27Q: 3 clusters Score -1.647674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16476749.000000 Penalty: 5744.562500
	Iteration 28Q: 3 clusters Score -1.647675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16476753.000000 Penalty: 5744.562500
	Iteration 29Q: 3 clusters Score -1.647675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16476756.000000 Penalty: 5744.562500
	Iteration 30Q: 3 clusters Score -1.647676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16476761.000000 Penalty: 5744.562500
	Iteration 31Q: 3 clusters Score -1.647676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16476761.000000 Penalty: 5744.562500
	Iteration 32F: 3 clusters Score -1.647676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 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 317 members 
Entering Unmasked Estep 
Score: -85254.765625 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85254.77 nChanged 178
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: -86029.703125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86029.7 nChanged 77
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: -86537.281250 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86537.28 nChanged 52
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: -86797.203125 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86980.218750 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -86980.22 nChanged 35
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: -87199.179688 Penalty: 3234.228271
	Iteration 5F: 3 clusters Score -87199.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87393.781250 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87393.78 nChanged 16
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: -87522.726562 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87522.73 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: -87556.789062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87556.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87576.054688 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87576.05 nChanged 1
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: -87577.351562 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87577.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87580.367188 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87580.37 nChanged 1
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: -87584.085938 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87584.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87586.187500 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -87586.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87586.187500 Penalty: 3234.228271
	Iteration 14F: 3 clusters Score -87586.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 104531 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107128 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62842 members 
Mstep: Class 25 contains 101723 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 347 members 
Entering Unmasked Estep 
Score: -137801552.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137802656.000000 to -137801552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Entering Unmasked Estep 
Score: -14461635.000000 Penalty: 2839.028076
	Iteration 0F: 2 clusters Score -1.446164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -14399821.000000 Penalty: 5678.056152
	Iteration 0F: 3 clusters Score -1.439982e+07 nChanged 43931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -14424951.000000 Penalty: 5678.056152
	Iteration 1F: 3 clusters Score -1.442495e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -14425844.000000 Penalty: 5678.056152
	Iteration 2Q: 3 clusters Score -1.442584e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -14426948.000000 Penalty: 5678.056152
	Iteration 3Q: 3 clusters Score -1.442695e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -14428560.000000 Penalty: 5678.056152
	Iteration 4Q: 3 clusters Score -1.442856e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -14430919.000000 Penalty: 5678.056152
	Iteration 5Q: 3 clusters Score -1.443092e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -14434107.000000 Penalty: 5678.056152
	Iteration 6F: 3 clusters Score -1.443411e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -14438567.000000 Penalty: 5678.056152
	Iteration 7F: 3 clusters Score -1.443857e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -14443439.000000 Penalty: 5678.056152
	Iteration 8F: 3 clusters Score -1.444344e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -14448302.000000 Penalty: 5678.056152
	Iteration 9F: 3 clusters Score -1.44483e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -14451924.000000 Penalty: 5678.056152
	Iteration 10Q: 3 clusters Score -1.445192e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -14454447.000000 Penalty: 5678.056152
	Iteration 11Q: 3 clusters Score -1.445445e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -14456112.000000 Penalty: 5678.056152
	Iteration 12Q: 3 clusters Score -1.445611e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -14457197.000000 Penalty: 5678.056152
	Iteration 13Q: 3 clusters Score -1.44572e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -14457990.000000 Penalty: 5678.056152
	Iteration 14Q: 3 clusters Score -1.445799e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -14458393.000000 Penalty: 5678.056152
	Iteration 15Q: 3 clusters Score -1.445839e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -14458706.000000 Penalty: 5678.056152
	Iteration 16Q: 3 clusters Score -1.445871e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -14458931.000000 Penalty: 5678.056152
	Iteration 17Q: 3 clusters Score -1.445893e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -14459026.000000 Penalty: 5678.056152
	Iteration 18Q: 3 clusters Score -1.445903e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -14459118.000000 Penalty: 5678.056152
	Iteration 19Q: 3 clusters Score -1.445912e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -14459154.000000 Penalty: 5678.056152
	Iteration 20F: 3 clusters Score -1.445915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -14459182.000000 Penalty: 5678.056152
	Iteration 21Q: 3 clusters Score -1.445918e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -14459201.000000 Penalty: 5678.056152
	Iteration 22Q: 3 clusters Score -1.44592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -14459223.000000 Penalty: 5678.056152
	Iteration 23Q: 3 clusters Score -1.445922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -14459250.000000 Penalty: 5678.056152
	Iteration 24Q: 3 clusters Score -1.445925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -14459253.000000 Penalty: 5678.056152
	Iteration 25Q: 3 clusters Score -1.445925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -14459270.000000 Penalty: 5678.056152
	Iteration 26Q: 3 clusters Score -1.445927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -14459279.000000 Penalty: 5678.056152
	Iteration 27Q: 3 clusters Score -1.445928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -14459279.000000 Penalty: 5678.056152
	Iteration 28Q: 3 clusters Score -1.445928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -14459285.000000 Penalty: 5678.056152
	Iteration 29Q: 3 clusters Score -1.445928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -14459286.000000 Penalty: 5678.056152
	Iteration 30Q: 3 clusters Score -1.445929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -14459285.000000 Penalty: 5678.056152
	Iteration 31Q: 3 clusters Score -1.445928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -14459276.000000 Penalty: 5678.056152
	Iteration 32Q: 3 clusters Score -1.445928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -14459277.000000 Penalty: 5678.056152
	Iteration 33Q: 3 clusters Score -1.445928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -14459293.000000 Penalty: 5678.056152
	Iteration 34Q: 3 clusters Score -1.445929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -14459298.000000 Penalty: 5678.056152
	Iteration 35Q: 3 clusters Score -1.44593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -14459302.000000 Penalty: 5678.056152
	Iteration 36Q: 3 clusters Score -1.44593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -14459302.000000 Penalty: 5678.056152
	Iteration 37Q: 3 clusters Score -1.44593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -14459301.000000 Penalty: 5678.056152
	Iteration 38Q: 3 clusters Score -1.44593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -14459306.000000 Penalty: 5678.056152
	Iteration 39Q: 3 clusters Score -1.445931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -14459306.000000 Penalty: 5678.056152
	Iteration 40F: 3 clusters Score -1.445931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -14459305.000000 Penalty: 5678.056152
	Iteration 41Q: 3 clusters Score -1.44593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -14459301.000000 Penalty: 5678.056152
	Iteration 42Q: 3 clusters Score -1.44593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -14459308.000000 Penalty: 5678.056152
	Iteration 43Q: 3 clusters Score -1.445931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -14459317.000000 Penalty: 5678.056152
	Iteration 44Q: 3 clusters Score -1.445932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -14459322.000000 Penalty: 5678.056152
	Iteration 45Q: 3 clusters Score -1.445932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -14459327.000000 Penalty: 5678.056152
	Iteration 46Q: 3 clusters Score -1.445933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -14459334.000000 Penalty: 5678.056152
	Iteration 47Q: 3 clusters Score -1.445933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -14459328.000000 Penalty: 5678.056152
	Iteration 48Q: 3 clusters Score -1.445933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -14459325.000000 Penalty: 5678.056152
	Iteration 49Q: 3 clusters Score -1.445932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -14459330.000000 Penalty: 5678.056152
	Iteration 50Q: 3 clusters Score -1.445933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -14459330.000000 Penalty: 5678.056152
	Iteration 51Q: 3 clusters Score -1.445933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -14459341.000000 Penalty: 5678.056152
	Iteration 52Q: 3 clusters Score -1.445934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -14459338.000000 Penalty: 5678.056152
	Iteration 53Q: 3 clusters Score -1.445934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -14459342.000000 Penalty: 5678.056152
	Iteration 54Q: 3 clusters Score -1.445934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -14459350.000000 Penalty: 5678.056152
	Iteration 55Q: 3 clusters Score -1.445935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -14459350.000000 Penalty: 5678.056152
	Iteration 56F: 3 clusters Score -1.445935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Entering Unmasked Estep 
Score: -2973291.750000 Penalty: 2451.724365
	Iteration 0F: 2 clusters Score -2973292 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 9846 members 
Entering Unmasked Estep 
Score: -2959460.750000 Penalty: 4903.448730
	Iteration 0F: 3 clusters Score -2959461 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2963964.500000 Penalty: 4903.448730
	Iteration 1F: 3 clusters Score -2963964 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2964497.500000 Penalty: 4903.448730
	Iteration 2F: 3 clusters Score -2964498 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2965123.750000 Penalty: 4903.448730
	Iteration 3F: 3 clusters Score -2965124 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2966017.250000 Penalty: 4903.448730
	Iteration 4F: 3 clusters Score -2966017 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2967229.500000 Penalty: 4903.448730
	Iteration 5F: 3 clusters Score -2967230 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2968509.750000 Penalty: 4903.448730
	Iteration 6F: 3 clusters Score -2968510 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2969598.750000 Penalty: 4903.448730
	Iteration 7F: 3 clusters Score -2969599 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2970292.000000 Penalty: 4903.448730
	Iteration 8F: 3 clusters Score -2970292 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2970735.500000 Penalty: 4903.448730
	Iteration 9Q: 3 clusters Score -2970736 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2971001.250000 Penalty: 4903.448730
	Iteration 10Q: 3 clusters Score -2971001 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2971193.750000 Penalty: 4903.448730
	Iteration 11Q: 3 clusters Score -2971194 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2971327.500000 Penalty: 4903.448730
	Iteration 12Q: 3 clusters Score -2971328 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2971442.250000 Penalty: 4903.448730
	Iteration 13Q: 3 clusters Score -2971442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2971540.500000 Penalty: 4903.448730
	Iteration 14Q: 3 clusters Score -2971540 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2971598.750000 Penalty: 4903.448730
	Iteration 15Q: 3 clusters Score -2971599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2971634.500000 Penalty: 4903.448730
	Iteration 16Q: 3 clusters Score -2971634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2971670.750000 Penalty: 4903.448730
	Iteration 17Q: 3 clusters Score -2971671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2971700.250000 Penalty: 4903.448730
	Iteration 18Q: 3 clusters Score -2971700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2971737.750000 Penalty: 4903.448730
	Iteration 19Q: 3 clusters Score -2971738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2971764.500000 Penalty: 4903.448730
	Iteration 20F: 3 clusters Score -2971764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2971774.750000 Penalty: 4903.448730
	Iteration 21Q: 3 clusters Score -2971775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2971794.000000 Penalty: 4903.448730
	Iteration 22Q: 3 clusters Score -2971794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2971816.000000 Penalty: 4903.448730
	Iteration 23Q: 3 clusters Score -2971816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2971822.750000 Penalty: 4903.448730
	Iteration 24Q: 3 clusters Score -2971823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2971824.000000 Penalty: 4903.448730
	Iteration 25Q: 3 clusters Score -2971824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2971828.000000 Penalty: 4903.448730
	Iteration 26Q: 3 clusters Score -2971828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2971835.750000 Penalty: 4903.448730
	Iteration 27Q: 3 clusters Score -2971836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2971837.750000 Penalty: 4903.448730
	Iteration 28Q: 3 clusters Score -2971838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2971845.750000 Penalty: 4903.448730
	Iteration 29Q: 3 clusters Score -2971846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2971843.250000 Penalty: 4903.448730
	Iteration 30Q: 3 clusters Score -2971843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2971852.250000 Penalty: 4903.448730
	Iteration 31Q: 3 clusters Score -2971852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2971846.500000 Penalty: 4903.448730
	Iteration 32Q: 3 clusters Score -2971846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2971852.250000 Penalty: 4903.448730
	Iteration 33Q: 3 clusters Score -2971852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2971850.750000 Penalty: 4903.448730
	Iteration 34Q: 3 clusters Score -2971851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2971856.500000 Penalty: 4903.448730
	Iteration 35Q: 3 clusters Score -2971856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2971850.000000 Penalty: 4903.448730
	Iteration 36Q: 3 clusters Score -2971850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2971850.500000 Penalty: 4903.448730
	Iteration 37Q: 3 clusters Score -2971850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2971849.250000 Penalty: 4903.448730
	Iteration 38Q: 3 clusters Score -2971849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2971855.500000 Penalty: 4903.448730
	Iteration 39Q: 3 clusters Score -2971856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2971854.250000 Penalty: 4903.448730
	Iteration 40F: 3 clusters Score -2971854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2971851.500000 Penalty: 4903.448730
	Iteration 41Q: 3 clusters Score -2971852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2971856.500000 Penalty: 4903.448730
	Iteration 42Q: 3 clusters Score -2971856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2971853.500000 Penalty: 4903.448730
	Iteration 43Q: 3 clusters Score -2971854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2971850.750000 Penalty: 4903.448730
	Iteration 44Q: 3 clusters Score -2971851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2971856.000000 Penalty: 4903.448730
	Iteration 45Q: 3 clusters Score -2971856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2971860.250000 Penalty: 4903.448730
	Iteration 46Q: 3 clusters Score -2971860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2971860.500000 Penalty: 4903.448730
	Iteration 47Q: 3 clusters Score -2971860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2971861.250000 Penalty: 4903.448730
	Iteration 48Q: 3 clusters Score -2971861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2971860.000000 Penalty: 4903.448730
	Iteration 49Q: 3 clusters Score -2971860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2971863.250000 Penalty: 4903.448730
	Iteration 50Q: 3 clusters Score -2971863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2971867.250000 Penalty: 4903.448730
	Iteration 51Q: 3 clusters Score -2971867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2971865.000000 Penalty: 4903.448730
	Iteration 52Q: 3 clusters Score -2971865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2971865.500000 Penalty: 4903.448730
	Iteration 53Q: 3 clusters Score -2971866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2971864.750000 Penalty: 4903.448730
	Iteration 54Q: 3 clusters Score -2971865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2971861.500000 Penalty: 4903.448730
	Iteration 55Q: 3 clusters Score -2971862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2971861.500000 Penalty: 4903.448730
	Iteration 56F: 3 clusters Score -2971862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -55320.871094 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -55320.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54051.785156 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -54051.79 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54470.949219 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -54470.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54819.257812 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -54819.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55356.636719 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -55356.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55712.246094 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -55712.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55794.714844 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -55794.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55811.726562 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -55811.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55819.046875 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -55819.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55819.046875 Penalty: 3083.436523
	Iteration 8F: 3 clusters Score -55819.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 104531 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107128 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62842 members 
Mstep: Class 25 contains 101723 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 408 members 
Entering Unmasked Estep 
Score: -137801280.000000 Penalty: 91921.562500
Splitting cluster 18 changes total score from -137802656.000000 to -137801280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Entering Unmasked Estep 
Score: -4338021.500000 Penalty: 2554.894775
	Iteration 0F: 2 clusters Score -4338022 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 14878 members 
Entering Unmasked Estep 
Score: -4317581.000000 Penalty: 5109.789551
	Iteration 0F: 3 clusters Score -4317581 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4325007.500000 Penalty: 5109.789551
	Iteration 1F: 3 clusters Score -4325008 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4325565.000000 Penalty: 5109.789551
	Iteration 2F: 3 clusters Score -4325565 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4326115.000000 Penalty: 5109.789551
	Iteration 3Q: 3 clusters Score -4326115 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4326584.000000 Penalty: 5109.789551
	Iteration 4Q: 3 clusters Score -4326584 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4327041.500000 Penalty: 5109.789551
	Iteration 5Q: 3 clusters Score -4327042 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4327463.000000 Penalty: 5109.789551
	Iteration 6Q: 3 clusters Score -4327463 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4327867.500000 Penalty: 5109.789551
	Iteration 7Q: 3 clusters Score -4327868 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4328191.500000 Penalty: 5109.789551
	Iteration 8Q: 3 clusters Score -4328192 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4328492.500000 Penalty: 5109.789551
	Iteration 9Q: 3 clusters Score -4328492 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4328856.500000 Penalty: 5109.789551
	Iteration 10Q: 3 clusters Score -4328856 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4329301.000000 Penalty: 5109.789551
	Iteration 11Q: 3 clusters Score -4329301 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4329722.500000 Penalty: 5109.789551
	Iteration 12Q: 3 clusters Score -4329722 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4330246.000000 Penalty: 5109.789551
	Iteration 13Q: 3 clusters Score -4330246 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4330789.000000 Penalty: 5109.789551
	Iteration 14Q: 3 clusters Score -4330789 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4331223.000000 Penalty: 5109.789551
	Iteration 15Q: 3 clusters Score -4331223 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4331502.000000 Penalty: 5109.789551
	Iteration 16Q: 3 clusters Score -4331502 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4331672.000000 Penalty: 5109.789551
	Iteration 17Q: 3 clusters Score -4331672 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4331824.000000 Penalty: 5109.789551
	Iteration 18Q: 3 clusters Score -4331824 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4331914.500000 Penalty: 5109.789551
	Iteration 19Q: 3 clusters Score -4331914 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4332009.500000 Penalty: 5109.789551
	Iteration 20F: 3 clusters Score -4332010 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4332101.000000 Penalty: 5109.789551
	Iteration 21Q: 3 clusters Score -4332101 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4332194.500000 Penalty: 5109.789551
	Iteration 22Q: 3 clusters Score -4332194 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4332304.000000 Penalty: 5109.789551
	Iteration 23Q: 3 clusters Score -4332304 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4332427.000000 Penalty: 5109.789551
	Iteration 24Q: 3 clusters Score -4332427 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4332543.500000 Penalty: 5109.789551
	Iteration 25Q: 3 clusters Score -4332544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4332711.000000 Penalty: 5109.789551
	Iteration 26Q: 3 clusters Score -4332711 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4332876.000000 Penalty: 5109.789551
	Iteration 27Q: 3 clusters Score -4332876 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4333061.500000 Penalty: 5109.789551
	Iteration 28Q: 3 clusters Score -4333062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4333301.000000 Penalty: 5109.789551
	Iteration 29Q: 3 clusters Score -4333301 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4333576.500000 Penalty: 5109.789551
	Iteration 30Q: 3 clusters Score -4333576 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4333915.500000 Penalty: 5109.789551
	Iteration 31Q: 3 clusters Score -4333916 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4334213.500000 Penalty: 5109.789551
	Iteration 32Q: 3 clusters Score -4334214 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4334515.500000 Penalty: 5109.789551
	Iteration 33Q: 3 clusters Score -4334516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -4334793.500000 Penalty: 5109.789551
	Iteration 34Q: 3 clusters Score -4334794 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4334972.500000 Penalty: 5109.789551
	Iteration 35Q: 3 clusters Score -4334972 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -4335174.500000 Penalty: 5109.789551
	Iteration 36Q: 3 clusters Score -4335174 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4335327.500000 Penalty: 5109.789551
	Iteration 37Q: 3 clusters Score -4335328 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4335441.500000 Penalty: 5109.789551
	Iteration 38Q: 3 clusters Score -4335442 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4335554.500000 Penalty: 5109.789551
	Iteration 39Q: 3 clusters Score -4335554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -4335632.000000 Penalty: 5109.789551
	Iteration 40F: 3 clusters Score -4335632 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4335722.000000 Penalty: 5109.789551
	Iteration 41Q: 3 clusters Score -4335722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -4335797.500000 Penalty: 5109.789551
	Iteration 42Q: 3 clusters Score -4335798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4335862.000000 Penalty: 5109.789551
	Iteration 43Q: 3 clusters Score -4335862 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4335916.000000 Penalty: 5109.789551
	Iteration 44Q: 3 clusters Score -4335916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4335958.500000 Penalty: 5109.789551
	Iteration 45Q: 3 clusters Score -4335958 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -4336007.500000 Penalty: 5109.789551
	Iteration 46Q: 3 clusters Score -4336008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4336055.000000 Penalty: 5109.789551
	Iteration 47Q: 3 clusters Score -4336055 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4336090.000000 Penalty: 5109.789551
	Iteration 48Q: 3 clusters Score -4336090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4336136.000000 Penalty: 5109.789551
	Iteration 49Q: 3 clusters Score -4336136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4336155.000000 Penalty: 5109.789551
	Iteration 50Q: 3 clusters Score -4336155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4336177.000000 Penalty: 5109.789551
	Iteration 51Q: 3 clusters Score -4336177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4336198.500000 Penalty: 5109.789551
	Iteration 52Q: 3 clusters Score -4336198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4336214.500000 Penalty: 5109.789551
	Iteration 53Q: 3 clusters Score -4336214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4336229.500000 Penalty: 5109.789551
	Iteration 54Q: 3 clusters Score -4336230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4336254.000000 Penalty: 5109.789551
	Iteration 55Q: 3 clusters Score -4336254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4336264.000000 Penalty: 5109.789551
	Iteration 56Q: 3 clusters Score -4336264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4336276.000000 Penalty: 5109.789551
	Iteration 57Q: 3 clusters Score -4336276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4336295.500000 Penalty: 5109.789551
	Iteration 58Q: 3 clusters Score -4336296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -4336299.000000 Penalty: 5109.789551
	Iteration 59Q: 3 clusters Score -4336299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4336317.500000 Penalty: 5109.789551
	Iteration 60F: 3 clusters Score -4336318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4336316.500000 Penalty: 5109.789551
	Iteration 61Q: 3 clusters Score -4336316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4336329.500000 Penalty: 5109.789551
	Iteration 62Q: 3 clusters Score -4336330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4336335.500000 Penalty: 5109.789551
	Iteration 63Q: 3 clusters Score -4336336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4336355.000000 Penalty: 5109.789551
	Iteration 64Q: 3 clusters Score -4336355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4336370.000000 Penalty: 5109.789551
	Iteration 65Q: 3 clusters Score -4336370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4336388.000000 Penalty: 5109.789551
	Iteration 66Q: 3 clusters Score -4336388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4336403.000000 Penalty: 5109.789551
	Iteration 67Q: 3 clusters Score -4336403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4336411.000000 Penalty: 5109.789551
	Iteration 68Q: 3 clusters Score -4336411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4336412.500000 Penalty: 5109.789551
	Iteration 69Q: 3 clusters Score -4336412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -4336414.500000 Penalty: 5109.789551
	Iteration 70Q: 3 clusters Score -4336414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4336412.000000 Penalty: 5109.789551
	Iteration 71Q: 3 clusters Score -4336412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4336413.000000 Penalty: 5109.789551
	Iteration 72Q: 3 clusters Score -4336413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4336417.500000 Penalty: 5109.789551
	Iteration 73Q: 3 clusters Score -4336418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4336423.000000 Penalty: 5109.789551
	Iteration 74Q: 3 clusters Score -4336423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4336425.000000 Penalty: 5109.789551
	Iteration 75Q: 3 clusters Score -4336425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4336432.000000 Penalty: 5109.789551
	Iteration 76Q: 3 clusters Score -4336432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4336428.000000 Penalty: 5109.789551
	Iteration 77Q: 3 clusters Score -4336428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -4336430.500000 Penalty: 5109.789551
	Iteration 78Q: 3 clusters Score -4336430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4336437.000000 Penalty: 5109.789551
	Iteration 79Q: 3 clusters Score -4336437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4336436.000000 Penalty: 5109.789551
	Iteration 80F: 3 clusters Score -4336436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4336438.000000 Penalty: 5109.789551
	Iteration 81Q: 3 clusters Score -4336438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4336438.000000 Penalty: 5109.789551
	Iteration 82Q: 3 clusters Score -4336438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4336437.000000 Penalty: 5109.789551
	Iteration 83Q: 3 clusters Score -4336437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4336439.500000 Penalty: 5109.789551
	Iteration 84Q: 3 clusters Score -4336440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4336439.500000 Penalty: 5109.789551
	Iteration 85F: 3 clusters Score -4336440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -462498.812500 Penalty: 2013.758545
	Iteration 0F: 2 clusters Score -462498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -459050.875000 Penalty: 4027.517090
	Iteration 0F: 3 clusters Score -459050.9 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -460006.625000 Penalty: 4027.517090
	Iteration 1F: 3 clusters Score -460006.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -460354.343750 Penalty: 4027.517090
	Iteration 2F: 3 clusters Score -460354.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -460777.281250 Penalty: 4027.517090
	Iteration 3F: 3 clusters Score -460777.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -461258.343750 Penalty: 4027.517090
	Iteration 4F: 3 clusters Score -461258.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -461526.343750 Penalty: 4027.517090
	Iteration 5F: 3 clusters Score -461526.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -461708.531250 Penalty: 4027.517090
	Iteration 6Q: 3 clusters Score -461708.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -461810.468750 Penalty: 4027.517090
	Iteration 7Q: 3 clusters Score -461810.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -461899.000000 Penalty: 4027.517090
	Iteration 8Q: 3 clusters Score -461899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -461965.625000 Penalty: 4027.517090
	Iteration 9Q: 3 clusters Score -461965.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -462015.750000 Penalty: 4027.517090
	Iteration 10Q: 3 clusters Score -462015.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -462038.437500 Penalty: 4027.517090
	Iteration 11Q: 3 clusters Score -462038.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -462050.281250 Penalty: 4027.517090
	Iteration 12Q: 3 clusters Score -462050.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -462056.500000 Penalty: 4027.517090
	Iteration 13Q: 3 clusters Score -462056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -462061.875000 Penalty: 4027.517090
	Iteration 14Q: 3 clusters Score -462061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -462065.125000 Penalty: 4027.517090
	Iteration 15Q: 3 clusters Score -462065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -462065.718750 Penalty: 4027.517090
	Iteration 16Q: 3 clusters Score -462065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -462067.437500 Penalty: 4027.517090
	Iteration 17Q: 3 clusters Score -462067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -462068.906250 Penalty: 4027.517090
	Iteration 18Q: 3 clusters Score -462068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -462068.437500 Penalty: 4027.517090
	Iteration 19Q: 3 clusters Score -462068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -462068.437500 Penalty: 4027.517090
	Iteration 20F: 3 clusters Score -462068.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -1651294.875000 Penalty: 2299.502686
	Iteration 0F: 2 clusters Score -1651295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1643173.000000 Penalty: 4599.005371
	Iteration 0F: 3 clusters Score -1643173 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1645456.375000 Penalty: 4599.005371
	Iteration 1F: 3 clusters Score -1645456 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1645829.625000 Penalty: 4599.005371
	Iteration 2F: 3 clusters Score -1645830 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1646155.750000 Penalty: 4599.005371
	Iteration 3F: 3 clusters Score -1646156 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1646483.875000 Penalty: 4599.005371
	Iteration 4F: 3 clusters Score -1646484 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1646834.500000 Penalty: 4599.005371
	Iteration 5F: 3 clusters Score -1646834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1647222.750000 Penalty: 4599.005371
	Iteration 6F: 3 clusters Score -1647223 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1647652.250000 Penalty: 4599.005371
	Iteration 7F: 3 clusters Score -1647652 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1648097.625000 Penalty: 4599.005371
	Iteration 8F: 3 clusters Score -1648098 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1648464.125000 Penalty: 4599.005371
	Iteration 9Q: 3 clusters Score -1648464 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1648739.875000 Penalty: 4599.005371
	Iteration 10Q: 3 clusters Score -1648740 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1648968.500000 Penalty: 4599.005371
	Iteration 11Q: 3 clusters Score -1648968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1649101.750000 Penalty: 4599.005371
	Iteration 12Q: 3 clusters Score -1649102 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1649215.000000 Penalty: 4599.005371
	Iteration 13Q: 3 clusters Score -1649215 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1649286.375000 Penalty: 4599.005371
	Iteration 14Q: 3 clusters Score -1649286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1649357.125000 Penalty: 4599.005371
	Iteration 15Q: 3 clusters Score -1649357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1649392.000000 Penalty: 4599.005371
	Iteration 16Q: 3 clusters Score -1649392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1649418.250000 Penalty: 4599.005371
	Iteration 17Q: 3 clusters Score -1649418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1649441.625000 Penalty: 4599.005371
	Iteration 18Q: 3 clusters Score -1649442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1649461.125000 Penalty: 4599.005371
	Iteration 19Q: 3 clusters Score -1649461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1649473.000000 Penalty: 4599.005371
	Iteration 20F: 3 clusters Score -1649473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1649480.625000 Penalty: 4599.005371
	Iteration 21Q: 3 clusters Score -1649481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1649491.875000 Penalty: 4599.005371
	Iteration 22Q: 3 clusters Score -1649492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1649499.875000 Penalty: 4599.005371
	Iteration 23Q: 3 clusters Score -1649500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1649505.875000 Penalty: 4599.005371
	Iteration 24Q: 3 clusters Score -1649506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1649515.500000 Penalty: 4599.005371
	Iteration 25Q: 3 clusters Score -1649516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1649519.875000 Penalty: 4599.005371
	Iteration 26Q: 3 clusters Score -1649520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1649521.750000 Penalty: 4599.005371
	Iteration 27Q: 3 clusters Score -1649522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1649523.875000 Penalty: 4599.005371
	Iteration 28Q: 3 clusters Score -1649524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1649523.250000 Penalty: 4599.005371
	Iteration 29Q: 3 clusters Score -1649523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1649524.250000 Penalty: 4599.005371
	Iteration 30Q: 3 clusters Score -1649524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1649526.625000 Penalty: 4599.005371
	Iteration 31Q: 3 clusters Score -1649527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1649528.500000 Penalty: 4599.005371
	Iteration 32Q: 3 clusters Score -1649528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1649528.875000 Penalty: 4599.005371
	Iteration 33Q: 3 clusters Score -1649529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1649528.875000 Penalty: 4599.005371
	Iteration 34F: 3 clusters Score -1649529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Entering Unmasked Estep 
Score: -6440552.000000 Penalty: 2637.280518
	Iteration 0F: 2 clusters Score -6440552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -6412427.000000 Penalty: 5274.561035
	Iteration 0F: 3 clusters Score -6412427 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6422920.000000 Penalty: 5274.561035
	Iteration 1F: 3 clusters Score -6422920 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6423579.000000 Penalty: 5274.561035
	Iteration 2Q: 3 clusters Score -6423579 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6424324.000000 Penalty: 5274.561035
	Iteration 3Q: 3 clusters Score -6424324 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6425287.000000 Penalty: 5274.561035
	Iteration 4Q: 3 clusters Score -6425287 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6426560.500000 Penalty: 5274.561035
	Iteration 5F: 3 clusters Score -6426560 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -6428418.500000 Penalty: 5274.561035
	Iteration 6F: 3 clusters Score -6428418 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -6430830.500000 Penalty: 5274.561035
	Iteration 7F: 3 clusters Score -6430830 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6433198.500000 Penalty: 5274.561035
	Iteration 8F: 3 clusters Score -6433198 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -6435042.500000 Penalty: 5274.561035
	Iteration 9Q: 3 clusters Score -6435042 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6436023.000000 Penalty: 5274.561035
	Iteration 10Q: 3 clusters Score -6436023 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -6436475.500000 Penalty: 5274.561035
	Iteration 11Q: 3 clusters Score -6436476 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -6436709.000000 Penalty: 5274.561035
	Iteration 12Q: 3 clusters Score -6436709 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6436872.500000 Penalty: 5274.561035
	Iteration 13Q: 3 clusters Score -6436872 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6437056.500000 Penalty: 5274.561035
	Iteration 14Q: 3 clusters Score -6437056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6437171.000000 Penalty: 5274.561035
	Iteration 15Q: 3 clusters Score -6437171 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -6437294.000000 Penalty: 5274.561035
	Iteration 16Q: 3 clusters Score -6437294 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -6437364.000000 Penalty: 5274.561035
	Iteration 17Q: 3 clusters Score -6437364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6437434.500000 Penalty: 5274.561035
	Iteration 18Q: 3 clusters Score -6437434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -6437479.000000 Penalty: 5274.561035
	Iteration 19Q: 3 clusters Score -6437479 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -6437520.000000 Penalty: 5274.561035
	Iteration 20F: 3 clusters Score -6437520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -6437576.000000 Penalty: 5274.561035
	Iteration 21Q: 3 clusters Score -6437576 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -6437626.000000 Penalty: 5274.561035
	Iteration 22Q: 3 clusters Score -6437626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -6437675.000000 Penalty: 5274.561035
	Iteration 23Q: 3 clusters Score -6437675 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -6437758.500000 Penalty: 5274.561035
	Iteration 24Q: 3 clusters Score -6437758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -6437793.000000 Penalty: 5274.561035
	Iteration 25Q: 3 clusters Score -6437793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -6437823.000000 Penalty: 5274.561035
	Iteration 26Q: 3 clusters Score -6437823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -6437842.000000 Penalty: 5274.561035
	Iteration 27Q: 3 clusters Score -6437842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -6437887.000000 Penalty: 5274.561035
	Iteration 28Q: 3 clusters Score -6437887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -6437928.000000 Penalty: 5274.561035
	Iteration 29Q: 3 clusters Score -6437928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -6437945.500000 Penalty: 5274.561035
	Iteration 30Q: 3 clusters Score -6437946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -6437979.000000 Penalty: 5274.561035
	Iteration 31Q: 3 clusters Score -6437979 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -6438018.000000 Penalty: 5274.561035
	Iteration 32Q: 3 clusters Score -6438018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -6438058.500000 Penalty: 5274.561035
	Iteration 33Q: 3 clusters Score -6438058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -6438066.500000 Penalty: 5274.561035
	Iteration 34Q: 3 clusters Score -6438066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -6438093.000000 Penalty: 5274.561035
	Iteration 35Q: 3 clusters Score -6438093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -6438118.500000 Penalty: 5274.561035
	Iteration 36Q: 3 clusters Score -6438118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -6438143.000000 Penalty: 5274.561035
	Iteration 37Q: 3 clusters Score -6438143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -6438161.500000 Penalty: 5274.561035
	Iteration 38Q: 3 clusters Score -6438162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -6438173.500000 Penalty: 5274.561035
	Iteration 39Q: 3 clusters Score -6438174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6438186.000000 Penalty: 5274.561035
	Iteration 40F: 3 clusters Score -6438186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -6438192.500000 Penalty: 5274.561035
	Iteration 41Q: 3 clusters Score -6438192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6438208.500000 Penalty: 5274.561035
	Iteration 42Q: 3 clusters Score -6438208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -6438214.500000 Penalty: 5274.561035
	Iteration 43Q: 3 clusters Score -6438214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -6438230.500000 Penalty: 5274.561035
	Iteration 44Q: 3 clusters Score -6438230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -6438242.500000 Penalty: 5274.561035
	Iteration 45Q: 3 clusters Score -6438242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6438236.000000 Penalty: 5274.561035
	Iteration 46Q: 3 clusters Score -6438236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -6438241.500000 Penalty: 5274.561035
	Iteration 47Q: 3 clusters Score -6438242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -6438246.500000 Penalty: 5274.561035
	Iteration 48Q: 3 clusters Score -6438246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6438249.000000 Penalty: 5274.561035
	Iteration 49Q: 3 clusters Score -6438249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6438246.000000 Penalty: 5274.561035
	Iteration 50Q: 3 clusters Score -6438246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -6438253.500000 Penalty: 5274.561035
	Iteration 51Q: 3 clusters Score -6438254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -6438248.000000 Penalty: 5274.561035
	Iteration 52Q: 3 clusters Score -6438248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6438259.500000 Penalty: 5274.561035
	Iteration 53Q: 3 clusters Score -6438260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -6438274.500000 Penalty: 5274.561035
	Iteration 54Q: 3 clusters Score -6438274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6438272.000000 Penalty: 5274.561035
	Iteration 55Q: 3 clusters Score -6438272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -6438283.500000 Penalty: 5274.561035
	Iteration 56Q: 3 clusters Score -6438284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -6438287.500000 Penalty: 5274.561035
	Iteration 57Q: 3 clusters Score -6438288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -6438283.500000 Penalty: 5274.561035
	Iteration 58Q: 3 clusters Score -6438284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6438296.500000 Penalty: 5274.561035
	Iteration 59Q: 3 clusters Score -6438296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -6438298.000000 Penalty: 5274.561035
	Iteration 60F: 3 clusters Score -6438298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -6438297.500000 Penalty: 5274.561035
	Iteration 61Q: 3 clusters Score -6438298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6438291.000000 Penalty: 5274.561035
	Iteration 62Q: 3 clusters Score -6438291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -6438299.000000 Penalty: 5274.561035
	Iteration 63Q: 3 clusters Score -6438299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -6438297.000000 Penalty: 5274.561035
	Iteration 64Q: 3 clusters Score -6438297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -6438294.000000 Penalty: 5274.561035
	Iteration 65Q: 3 clusters Score -6438294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -6438291.500000 Penalty: 5274.561035
	Iteration 66Q: 3 clusters Score -6438292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -6438293.500000 Penalty: 5274.561035
	Iteration 67Q: 3 clusters Score -6438294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -6438300.000000 Penalty: 5274.561035
	Iteration 68Q: 3 clusters Score -6438300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -6438295.500000 Penalty: 5274.561035
	Iteration 69Q: 3 clusters Score -6438296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -6438295.500000 Penalty: 5274.561035
	Iteration 70F: 3 clusters Score -6438296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Entering Unmasked Estep 
Score: -9354439.000000 Penalty: 2728.140137
	Iteration 0F: 2 clusters Score -9354439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -9314148.000000 Penalty: 5456.280273
	Iteration 0F: 3 clusters Score -9314148 nChanged 27861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9329686.000000 Penalty: 5456.280273
	Iteration 1F: 3 clusters Score -9329686 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -9330327.000000 Penalty: 5456.280273
	Iteration 2Q: 3 clusters Score -9330327 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9331108.000000 Penalty: 5456.280273
	Iteration 3Q: 3 clusters Score -9331108 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -9332113.000000 Penalty: 5456.280273
	Iteration 4Q: 3 clusters Score -9332113 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -9333484.000000 Penalty: 5456.280273
	Iteration 5Q: 3 clusters Score -9333484 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -9335532.000000 Penalty: 5456.280273
	Iteration 6F: 3 clusters Score -9335532 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -9338304.000000 Penalty: 5456.280273
	Iteration 7F: 3 clusters Score -9338304 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -9341476.000000 Penalty: 5456.280273
	Iteration 8F: 3 clusters Score -9341476 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -9344484.000000 Penalty: 5456.280273
	Iteration 9F: 3 clusters Score -9344484 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -9346936.000000 Penalty: 5456.280273
	Iteration 10Q: 3 clusters Score -9346936 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9348598.000000 Penalty: 5456.280273
	Iteration 11Q: 3 clusters Score -9348598 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -9349590.000000 Penalty: 5456.280273
	Iteration 12Q: 3 clusters Score -9349590 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9350232.000000 Penalty: 5456.280273
	Iteration 13Q: 3 clusters Score -9350232 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -9350671.000000 Penalty: 5456.280273
	Iteration 14Q: 3 clusters Score -9350671 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -9351009.000000 Penalty: 5456.280273
	Iteration 15Q: 3 clusters Score -9351009 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9351281.000000 Penalty: 5456.280273
	Iteration 16Q: 3 clusters Score -9351281 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9351426.000000 Penalty: 5456.280273
	Iteration 17Q: 3 clusters Score -9351426 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9351537.000000 Penalty: 5456.280273
	Iteration 18Q: 3 clusters Score -9351537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9351612.000000 Penalty: 5456.280273
	Iteration 19Q: 3 clusters Score -9351612 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9351690.000000 Penalty: 5456.280273
	Iteration 20F: 3 clusters Score -9351690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9351757.000000 Penalty: 5456.280273
	Iteration 21Q: 3 clusters Score -9351757 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9351808.000000 Penalty: 5456.280273
	Iteration 22Q: 3 clusters Score -9351808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9351831.000000 Penalty: 5456.280273
	Iteration 23Q: 3 clusters Score -9351831 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9351888.000000 Penalty: 5456.280273
	Iteration 24Q: 3 clusters Score -9351888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9351915.000000 Penalty: 5456.280273
	Iteration 25Q: 3 clusters Score -9351915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9351946.000000 Penalty: 5456.280273
	Iteration 26Q: 3 clusters Score -9351946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9351963.000000 Penalty: 5456.280273
	Iteration 27Q: 3 clusters Score -9351963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9351973.000000 Penalty: 5456.280273
	Iteration 28Q: 3 clusters Score -9351973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9351986.000000 Penalty: 5456.280273
	Iteration 29Q: 3 clusters Score -9351986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9351994.000000 Penalty: 5456.280273
	Iteration 30Q: 3 clusters Score -9351994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9352011.000000 Penalty: 5456.280273
	Iteration 31Q: 3 clusters Score -9352011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9352014.000000 Penalty: 5456.280273
	Iteration 32Q: 3 clusters Score -9352014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9352029.000000 Penalty: 5456.280273
	Iteration 33Q: 3 clusters Score -9352029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9352048.000000 Penalty: 5456.280273
	Iteration 34Q: 3 clusters Score -9352048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9352048.000000 Penalty: 5456.280273
	Iteration 35Q: 3 clusters Score -9352048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9352055.000000 Penalty: 5456.280273
	Iteration 36Q: 3 clusters Score -9352055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9352063.000000 Penalty: 5456.280273
	Iteration 37Q: 3 clusters Score -9352063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9352061.000000 Penalty: 5456.280273
	Iteration 38Q: 3 clusters Score -9352061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9352067.000000 Penalty: 5456.280273
	Iteration 39Q: 3 clusters Score -9352067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9352068.000000 Penalty: 5456.280273
	Iteration 40F: 3 clusters Score -9352068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9352075.000000 Penalty: 5456.280273
	Iteration 41Q: 3 clusters Score -9352075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9352083.000000 Penalty: 5456.280273
	Iteration 42Q: 3 clusters Score -9352083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9352085.000000 Penalty: 5456.280273
	Iteration 43Q: 3 clusters Score -9352085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9352090.000000 Penalty: 5456.280273
	Iteration 44Q: 3 clusters Score -9352090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9352079.000000 Penalty: 5456.280273
	Iteration 45Q: 3 clusters Score -9352079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9352087.000000 Penalty: 5456.280273
	Iteration 46Q: 3 clusters Score -9352087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9352100.000000 Penalty: 5456.280273
	Iteration 47Q: 3 clusters Score -9352100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9352111.000000 Penalty: 5456.280273
	Iteration 48Q: 3 clusters Score -9352111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9352117.000000 Penalty: 5456.280273
	Iteration 49Q: 3 clusters Score -9352117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9352120.000000 Penalty: 5456.280273
	Iteration 50Q: 3 clusters Score -9352120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9352118.000000 Penalty: 5456.280273
	Iteration 51Q: 3 clusters Score -9352118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9352117.000000 Penalty: 5456.280273
	Iteration 52Q: 3 clusters Score -9352117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9352117.000000 Penalty: 5456.280273
	Iteration 53F: 3 clusters Score -9352117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Entering Unmasked Estep 
Score: -9669372.000000 Penalty: 2739.998047
	Iteration 0F: 2 clusters Score -9669372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -9627296.000000 Penalty: 5479.996094
	Iteration 0F: 3 clusters Score -9627296 nChanged 29298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -9643686.000000 Penalty: 5479.996094
	Iteration 1F: 3 clusters Score -9643686 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -9644278.000000 Penalty: 5479.996094
	Iteration 2Q: 3 clusters Score -9644278 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -9644789.000000 Penalty: 5479.996094
	Iteration 3Q: 3 clusters Score -9644789 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -9645383.000000 Penalty: 5479.996094
	Iteration 4Q: 3 clusters Score -9645383 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -9646047.000000 Penalty: 5479.996094
	Iteration 5Q: 3 clusters Score -9646047 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -9646895.000000 Penalty: 5479.996094
	Iteration 6Q: 3 clusters Score -9646895 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -9648102.000000 Penalty: 5479.996094
	Iteration 7Q: 3 clusters Score -9648102 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -9649974.000000 Penalty: 5479.996094
	Iteration 8Q: 3 clusters Score -9649974 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -9652612.000000 Penalty: 5479.996094
	Iteration 9F: 3 clusters Score -9652612 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -9655480.000000 Penalty: 5479.996094
	Iteration 10F: 3 clusters Score -9655480 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -9657928.000000 Penalty: 5479.996094
	Iteration 11F: 3 clusters Score -9657928 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -9659661.000000 Penalty: 5479.996094
	Iteration 12Q: 3 clusters Score -9659661 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -9660669.000000 Penalty: 5479.996094
	Iteration 13Q: 3 clusters Score -9660669 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9661304.000000 Penalty: 5479.996094
	Iteration 14Q: 3 clusters Score -9661304 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9661787.000000 Penalty: 5479.996094
	Iteration 15Q: 3 clusters Score -9661787 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -9662201.000000 Penalty: 5479.996094
	Iteration 16Q: 3 clusters Score -9662201 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -9662663.000000 Penalty: 5479.996094
	Iteration 17Q: 3 clusters Score -9662663 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -9663140.000000 Penalty: 5479.996094
	Iteration 18Q: 3 clusters Score -9663140 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -9663566.000000 Penalty: 5479.996094
	Iteration 19Q: 3 clusters Score -9663566 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -9663996.000000 Penalty: 5479.996094
	Iteration 20F: 3 clusters Score -9663996 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -9664485.000000 Penalty: 5479.996094
	Iteration 21Q: 3 clusters Score -9664485 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -9664970.000000 Penalty: 5479.996094
	Iteration 22Q: 3 clusters Score -9664970 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -9665357.000000 Penalty: 5479.996094
	Iteration 23Q: 3 clusters Score -9665357 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -9665624.000000 Penalty: 5479.996094
	Iteration 24Q: 3 clusters Score -9665624 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -9665917.000000 Penalty: 5479.996094
	Iteration 25Q: 3 clusters Score -9665917 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -9666130.000000 Penalty: 5479.996094
	Iteration 26Q: 3 clusters Score -9666130 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -9666351.000000 Penalty: 5479.996094
	Iteration 27Q: 3 clusters Score -9666351 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -9666550.000000 Penalty: 5479.996094
	Iteration 28Q: 3 clusters Score -9666550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -9666633.000000 Penalty: 5479.996094
	Iteration 29Q: 3 clusters Score -9666633 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -9666722.000000 Penalty: 5479.996094
	Iteration 30Q: 3 clusters Score -9666722 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -9666778.000000 Penalty: 5479.996094
	Iteration 31Q: 3 clusters Score -9666778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -9666820.000000 Penalty: 5479.996094
	Iteration 32Q: 3 clusters Score -9666820 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -9666899.000000 Penalty: 5479.996094
	Iteration 33Q: 3 clusters Score -9666899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -9666935.000000 Penalty: 5479.996094
	Iteration 34Q: 3 clusters Score -9666935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -9666986.000000 Penalty: 5479.996094
	Iteration 35Q: 3 clusters Score -9666986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -9667016.000000 Penalty: 5479.996094
	Iteration 36Q: 3 clusters Score -9667016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -9667064.000000 Penalty: 5479.996094
	Iteration 37Q: 3 clusters Score -9667064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9667083.000000 Penalty: 5479.996094
	Iteration 38Q: 3 clusters Score -9667083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -9667111.000000 Penalty: 5479.996094
	Iteration 39Q: 3 clusters Score -9667111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -9667130.000000 Penalty: 5479.996094
	Iteration 40F: 3 clusters Score -9667130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -9667132.000000 Penalty: 5479.996094
	Iteration 41Q: 3 clusters Score -9667132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -9667135.000000 Penalty: 5479.996094
	Iteration 42Q: 3 clusters Score -9667135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -9667150.000000 Penalty: 5479.996094
	Iteration 43Q: 3 clusters Score -9667150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -9667156.000000 Penalty: 5479.996094
	Iteration 44Q: 3 clusters Score -9667156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -9667159.000000 Penalty: 5479.996094
	Iteration 45Q: 3 clusters Score -9667159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -9667153.000000 Penalty: 5479.996094
	Iteration 46Q: 3 clusters Score -9667153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -9667161.000000 Penalty: 5479.996094
	Iteration 47Q: 3 clusters Score -9667161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -9667163.000000 Penalty: 5479.996094
	Iteration 48Q: 3 clusters Score -9667163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -9667160.000000 Penalty: 5479.996094
	Iteration 49Q: 3 clusters Score -9667160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -9667157.000000 Penalty: 5479.996094
	Iteration 50Q: 3 clusters Score -9667157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -9667150.000000 Penalty: 5479.996094
	Iteration 51Q: 3 clusters Score -9667150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -9667149.000000 Penalty: 5479.996094
	Iteration 52Q: 3 clusters Score -9667149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -9667150.000000 Penalty: 5479.996094
	Iteration 53Q: 3 clusters Score -9667150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -9667154.000000 Penalty: 5479.996094
	Iteration 54Q: 3 clusters Score -9667154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -9667146.000000 Penalty: 5479.996094
	Iteration 55Q: 3 clusters Score -9667146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -9667148.000000 Penalty: 5479.996094
	Iteration 56Q: 3 clusters Score -9667148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -9667148.000000 Penalty: 5479.996094
	Iteration 57F: 3 clusters Score -9667148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Entering Unmasked Estep 
Score: -15769445.000000 Penalty: 2859.442139
	Iteration 0F: 2 clusters Score -1.576944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -15705607.000000 Penalty: 5718.884277
	Iteration 0F: 3 clusters Score -1.570561e+07 nChanged 48315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -15732949.000000 Penalty: 5718.884277
	Iteration 1F: 3 clusters Score -1.573295e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -15733572.000000 Penalty: 5718.884277
	Iteration 2Q: 3 clusters Score -1.573357e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -15734095.000000 Penalty: 5718.884277
	Iteration 3Q: 3 clusters Score -1.57341e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -15734715.000000 Penalty: 5718.884277
	Iteration 4Q: 3 clusters Score -1.573472e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -15735609.000000 Penalty: 5718.884277
	Iteration 5Q: 3 clusters Score -1.573561e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -15736820.000000 Penalty: 5718.884277
	Iteration 6Q: 3 clusters Score -1.573682e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -15738511.000000 Penalty: 5718.884277
	Iteration 7Q: 3 clusters Score -1.573851e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -15741420.000000 Penalty: 5718.884277
	Iteration 8F: 3 clusters Score -1.574142e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -15746190.000000 Penalty: 5718.884277
	Iteration 9F: 3 clusters Score -1.574619e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -15752636.000000 Penalty: 5718.884277
	Iteration 10F: 3 clusters Score -1.575264e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -15759491.000000 Penalty: 5718.884277
	Iteration 11F: 3 clusters Score -1.575949e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -15764129.000000 Penalty: 5718.884277
	Iteration 12F: 3 clusters Score -1.576413e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -15765963.000000 Penalty: 5718.884277
	Iteration 13Q: 3 clusters Score -1.576596e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -15766587.000000 Penalty: 5718.884277
	Iteration 14Q: 3 clusters Score -1.576659e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -15766822.000000 Penalty: 5718.884277
	Iteration 15Q: 3 clusters Score -1.576682e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -15766943.000000 Penalty: 5718.884277
	Iteration 16Q: 3 clusters Score -1.576694e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -15766970.000000 Penalty: 5718.884277
	Iteration 17Q: 3 clusters Score -1.576697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -15767015.000000 Penalty: 5718.884277
	Iteration 18Q: 3 clusters Score -1.576702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -15767046.000000 Penalty: 5718.884277
	Iteration 19Q: 3 clusters Score -1.576705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -15767053.000000 Penalty: 5718.884277
	Iteration 20F: 3 clusters Score -1.576705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -15767063.000000 Penalty: 5718.884277
	Iteration 21Q: 3 clusters Score -1.576706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -15767077.000000 Penalty: 5718.884277
	Iteration 22Q: 3 clusters Score -1.576708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -15767081.000000 Penalty: 5718.884277
	Iteration 23Q: 3 clusters Score -1.576708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -15767086.000000 Penalty: 5718.884277
	Iteration 24Q: 3 clusters Score -1.576709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -15767096.000000 Penalty: 5718.884277
	Iteration 25Q: 3 clusters Score -1.57671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -15767091.000000 Penalty: 5718.884277
	Iteration 26Q: 3 clusters Score -1.576709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -15767091.000000 Penalty: 5718.884277
	Iteration 27F: 3 clusters Score -1.576709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 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 590 members 
Entering Unmasked Estep 
Score: -150613.312500 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150613.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150983.140625 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -150983.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151243.859375 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151243.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151416.734375 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -151416.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151599.359375 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -151599.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151848.031250 Penalty: 3474.421387
	Iteration 5F: 3 clusters Score -151848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152178.031250 Penalty: 3474.421387
	Iteration 6F: 3 clusters Score -152178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152503.406250 Penalty: 3474.421387
	Iteration 7F: 3 clusters Score -152503.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152772.750000 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -152772.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152914.265625 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -152914.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152971.250000 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -152971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153002.421875 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -153002.4 nChanged 14
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: -153033.640625 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -153033.6 nChanged 19
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: -153087.921875 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -153087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -153187.343750 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -153187.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -153413.593750 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -153413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -153635.812500 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -153635.8 nChanged 6
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: -153667.359375 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -153667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -153680.031250 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -153680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153696.203125 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -153696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -153742.796875 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -153742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153878.875000 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -153878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153977.531250 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -153977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153989.390625 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -153989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153989.390625 Penalty: 3474.421387
	Iteration 24F: 3 clusters Score -153989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 104531 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107128 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62842 members 
Mstep: Class 25 contains 101723 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
Score: -137802304.000000 Penalty: 91921.562500
Splitting cluster 26 changes total score from -137802656.000000 to -137802304.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 104531 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107128 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62842 members 
Mstep: Class 25 contains 101723 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 359Q: 27 clusters Score -1.378026e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 104494 members 
Mstep: Class 3 contains 101549 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54700 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107151 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93705 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10637 members 
Mstep: Class 22 contains 41533 members 
Mstep: Class 23 contains 59910 members 
Mstep: Class 24 contains 62833 members 
Mstep: Class 25 contains 101722 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802544.000000 Penalty: 88517.062500
Iteration 360F: 27 clusters Score -1.378025e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 104474 members 
Mstep: Class 3 contains 101568 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54698 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107156 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29791 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10635 members 
Mstep: Class 22 contains 41535 members 
Mstep: Class 23 contains 59909 members 
Mstep: Class 24 contains 62824 members 
Mstep: Class 25 contains 101719 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802480.000000 Penalty: 88517.062500
Iteration 361Q: 27 clusters Score -1.378025e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 104453 members 
Mstep: Class 3 contains 101589 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54697 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107168 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93712 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29791 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 22 contains 41534 members 
Mstep: Class 23 contains 59916 members 
Mstep: Class 24 contains 62823 members 
Mstep: Class 25 contains 101716 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802528.000000 Penalty: 88517.062500
Iteration 362Q: 27 clusters Score -1.378025e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 104429 members 
Mstep: Class 3 contains 101615 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 54692 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107182 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93709 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10630 members 
Mstep: Class 22 contains 41537 members 
Mstep: Class 23 contains 59917 members 
Mstep: Class 24 contains 62812 members 
Mstep: Class 25 contains 101722 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802480.000000 Penalty: 88517.062500
Iteration 363Q: 27 clusters Score -1.378025e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 104411 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54679 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107196 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93707 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10629 members 
Mstep: Class 22 contains 41544 members 
Mstep: Class 23 contains 59920 members 
Mstep: Class 24 contains 62802 members 
Mstep: Class 25 contains 101727 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802432.000000 Penalty: 88517.062500
Iteration 364Q: 27 clusters Score -1.378024e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 104397 members 
Mstep: Class 3 contains 101651 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54669 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107216 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29785 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10626 members 
Mstep: Class 22 contains 41543 members 
Mstep: Class 23 contains 59919 members 
Mstep: Class 24 contains 62791 members 
Mstep: Class 25 contains 101739 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802464.000000 Penalty: 88517.062500
Iteration 365Q: 27 clusters Score -1.378025e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 104382 members 
Mstep: Class 3 contains 101668 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33226 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54667 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107224 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29786 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10625 members 
Mstep: Class 22 contains 41542 members 
Mstep: Class 23 contains 59916 members 
Mstep: Class 24 contains 62787 members 
Mstep: Class 25 contains 101744 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802368.000000 Penalty: 88517.062500
Iteration 366Q: 27 clusters Score -1.378024e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 104372 members 
Mstep: Class 3 contains 101669 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33229 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54661 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107242 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93697 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29783 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 41549 members 
Mstep: Class 23 contains 59914 members 
Mstep: Class 24 contains 62784 members 
Mstep: Class 25 contains 101747 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802432.000000 Penalty: 88517.062500
Iteration 367Q: 27 clusters Score -1.378024e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 104365 members 
Mstep: Class 3 contains 101663 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33230 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54659 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107272 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93703 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29785 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 41545 members 
Mstep: Class 23 contains 59911 members 
Mstep: Class 24 contains 62773 members 
Mstep: Class 25 contains 101744 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802336.000000 Penalty: 88517.062500
Iteration 368Q: 27 clusters Score -1.378023e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 104361 members 
Mstep: Class 3 contains 101665 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33229 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54653 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107280 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93702 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29786 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 41547 members 
Mstep: Class 23 contains 59912 members 
Mstep: Class 24 contains 62763 members 
Mstep: Class 25 contains 101756 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802496.000000 Penalty: 88517.062500
Iteration 369Q: 27 clusters Score -1.378025e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 104350 members 
Mstep: Class 3 contains 101678 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6241 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54648 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107297 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 19656 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29786 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 10620 members 
Mstep: Class 22 contains 41546 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62756 members 
Mstep: Class 25 contains 101768 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802432.000000 Penalty: 88517.062500
Iteration 370Q: 27 clusters Score -1.378024e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104351 members 
Mstep: Class 3 contains 101679 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54640 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107306 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 19655 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29786 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10620 members 
Mstep: Class 22 contains 41547 members 
Mstep: Class 23 contains 59908 members 
Mstep: Class 24 contains 62750 members 
Mstep: Class 25 contains 101784 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802512.000000 Penalty: 88517.062500
Iteration 371Q: 27 clusters Score -1.378025e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 104334 members 
Mstep: Class 3 contains 101696 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54640 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107321 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93681 members 
Mstep: Class 17 contains 19657 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29787 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10617 members 
Mstep: Class 22 contains 41546 members 
Mstep: Class 23 contains 59912 members 
Mstep: Class 24 contains 62745 members 
Mstep: Class 25 contains 101786 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802544.000000 Penalty: 88517.062500
Iteration 372Q: 27 clusters Score -1.378025e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 104311 members 
Mstep: Class 3 contains 101725 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54636 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107334 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93680 members 
Mstep: Class 17 contains 19657 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29787 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10618 members 
Mstep: Class 22 contains 41545 members 
Mstep: Class 23 contains 59913 members 
Mstep: Class 24 contains 62736 members 
Mstep: Class 25 contains 101785 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 373Q: 27 clusters Score -1.378026e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 104295 members 
Mstep: Class 3 contains 101746 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33218 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54622 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107346 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 19657 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29788 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10619 members 
Mstep: Class 22 contains 41547 members 
Mstep: Class 23 contains 59913 members 
Mstep: Class 24 contains 62730 members 
Mstep: Class 25 contains 101784 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 374Q: 27 clusters Score -1.378027e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 104288 members 
Mstep: Class 3 contains 101773 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33215 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54608 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107347 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93680 members 
Mstep: Class 17 contains 19657 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10622 members 
Mstep: Class 22 contains 41549 members 
Mstep: Class 23 contains 59918 members 
Mstep: Class 24 contains 62718 members 
Mstep: Class 25 contains 101792 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 375Q: 27 clusters Score -1.378028e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 104275 members 
Mstep: Class 3 contains 101788 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33211 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54600 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107348 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 19659 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 41551 members 
Mstep: Class 23 contains 59925 members 
Mstep: Class 24 contains 62700 members 
Mstep: Class 25 contains 101800 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 376Q: 27 clusters Score -1.378028e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 104262 members 
Mstep: Class 3 contains 101799 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33211 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54591 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107354 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19661 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29791 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 41559 members 
Mstep: Class 23 contains 59930 members 
Mstep: Class 24 contains 62698 members 
Mstep: Class 25 contains 101794 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 377Q: 27 clusters Score -1.378028e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 104243 members 
Mstep: Class 3 contains 101802 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33214 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54582 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107370 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93677 members 
Mstep: Class 17 contains 19661 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10621 members 
Mstep: Class 22 contains 41563 members 
Mstep: Class 23 contains 59937 members 
Mstep: Class 24 contains 62695 members 
Mstep: Class 25 contains 101803 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 378Q: 27 clusters Score -1.378028e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 104226 members 
Mstep: Class 3 contains 101802 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33217 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54574 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107385 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93676 members 
Mstep: Class 17 contains 19661 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29787 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10619 members 
Mstep: Class 22 contains 41568 members 
Mstep: Class 23 contains 59943 members 
Mstep: Class 24 contains 62692 members 
Mstep: Class 25 contains 101806 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 379Q: 27 clusters Score -1.378027e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 104208 members 
Mstep: Class 3 contains 101818 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54566 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107383 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19661 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29787 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10617 members 
Mstep: Class 22 contains 41569 members 
Mstep: Class 23 contains 59949 members 
Mstep: Class 24 contains 62686 members 
Mstep: Class 25 contains 101813 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 380F: 27 clusters Score -1.378028e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 104204 members 
Mstep: Class 3 contains 101826 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54552 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107389 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19662 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29788 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10615 members 
Mstep: Class 22 contains 41569 members 
Mstep: Class 23 contains 59959 members 
Mstep: Class 24 contains 62680 members 
Mstep: Class 25 contains 101816 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 381Q: 27 clusters Score -1.378028e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 104202 members 
Mstep: Class 3 contains 101836 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33215 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54539 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107389 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10614 members 
Mstep: Class 22 contains 41572 members 
Mstep: Class 23 contains 59972 members 
Mstep: Class 24 contains 62674 members 
Mstep: Class 25 contains 101815 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 382Q: 27 clusters Score -1.378028e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 104191 members 
Mstep: Class 3 contains 101849 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54532 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107377 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29792 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 41582 members 
Mstep: Class 23 contains 59985 members 
Mstep: Class 24 contains 62666 members 
Mstep: Class 25 contains 101818 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802880.000000 Penalty: 88517.062500
Iteration 383Q: 27 clusters Score -1.378029e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 104185 members 
Mstep: Class 3 contains 101872 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54523 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107368 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19664 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29794 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10614 members 
Mstep: Class 22 contains 41589 members 
Mstep: Class 23 contains 59992 members 
Mstep: Class 24 contains 62660 members 
Mstep: Class 25 contains 101817 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802848.000000 Penalty: 88517.062500
Iteration 384Q: 27 clusters Score -1.378028e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 104183 members 
Mstep: Class 3 contains 101885 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54518 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107357 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19664 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29797 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 41590 members 
Mstep: Class 23 contains 60000 members 
Mstep: Class 24 contains 62650 members 
Mstep: Class 25 contains 101823 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802912.000000 Penalty: 88517.062500
Iteration 385Q: 27 clusters Score -1.378029e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 104171 members 
Mstep: Class 3 contains 101888 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54519 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107347 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93694 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29801 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 41593 members 
Mstep: Class 23 contains 60003 members 
Mstep: Class 24 contains 62649 members 
Mstep: Class 25 contains 101820 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 386Q: 27 clusters Score -1.378029e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 104158 members 
Mstep: Class 3 contains 101887 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54521 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107348 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93703 members 
Mstep: Class 17 contains 19666 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29804 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10613 members 
Mstep: Class 22 contains 41593 members 
Mstep: Class 23 contains 60010 members 
Mstep: Class 24 contains 62642 members 
Mstep: Class 25 contains 101820 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 387Q: 27 clusters Score -1.378029e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 104147 members 
Mstep: Class 3 contains 101889 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54521 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 107349 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93710 members 
Mstep: Class 17 contains 19666 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29806 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10611 members 
Mstep: Class 22 contains 41597 members 
Mstep: Class 23 contains 60016 members 
Mstep: Class 24 contains 62639 members 
Mstep: Class 25 contains 101818 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 88517.062500
Iteration 388Q: 27 clusters Score -1.37803e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 104141 members 
Mstep: Class 3 contains 101911 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54523 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 107340 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 19666 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29806 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 41598 members 
Mstep: Class 23 contains 60021 members 
Mstep: Class 24 contains 62636 members 
Mstep: Class 25 contains 101811 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803056.000000 Penalty: 88517.062500
Iteration 389Q: 27 clusters Score -1.378031e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 104131 members 
Mstep: Class 3 contains 101920 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 10973 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54524 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 107338 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10608 members 
Mstep: Class 22 contains 41599 members 
Mstep: Class 23 contains 60023 members 
Mstep: Class 24 contains 62631 members 
Mstep: Class 25 contains 101810 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803136.000000 Penalty: 88517.062500
Iteration 390Q: 27 clusters Score -1.378031e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 104122 members 
Mstep: Class 3 contains 101942 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54521 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 107328 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10608 members 
Mstep: Class 22 contains 41600 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62627 members 
Mstep: Class 25 contains 101812 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 391Q: 27 clusters Score -1.378031e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 104122 members 
Mstep: Class 3 contains 101957 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33217 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54515 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 107327 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93717 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29808 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 41601 members 
Mstep: Class 23 contains 60029 members 
Mstep: Class 24 contains 62621 members 
Mstep: Class 25 contains 101809 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 88517.062500
Iteration 392Q: 27 clusters Score -1.37803e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104113 members 
Mstep: Class 3 contains 101973 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33217 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54514 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 107323 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93713 members 
Mstep: Class 17 contains 19665 members 
Mstep: Class 18 contains 501 members 
Mstep: Class 19 contains 29810 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 41601 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62621 members 
Mstep: Class 25 contains 101810 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 393Q: 27 clusters Score -1.378029e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 104105 members 
Mstep: Class 3 contains 101988 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54513 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10206 members 
Mstep: Class 14 contains 107313 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93708 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29811 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10610 members 
Mstep: Class 22 contains 41603 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62622 members 
Mstep: Class 25 contains 101810 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802976.000000 Penalty: 88517.062500
Iteration 394Q: 27 clusters Score -1.37803e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104103 members 
Mstep: Class 3 contains 102002 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54513 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10201 members 
Mstep: Class 14 contains 107313 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93713 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29811 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 41603 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62617 members 
Mstep: Class 25 contains 101799 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803056.000000 Penalty: 88517.062500
Iteration 395Q: 27 clusters Score -1.378031e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104098 members 
Mstep: Class 3 contains 102010 members 
Mstep: Class 4 contains 46761 members 
Mstep: Class 5 contains 33218 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54510 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 107314 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93713 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29814 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10608 members 
Mstep: Class 22 contains 41605 members 
Mstep: Class 23 contains 60038 members 
Mstep: Class 24 contains 62613 members 
Mstep: Class 25 contains 101799 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 396Q: 27 clusters Score -1.378031e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 104100 members 
Mstep: Class 3 contains 102018 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 33214 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54505 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107319 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93716 members 
Mstep: Class 17 contains 19664 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29814 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41606 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62611 members 
Mstep: Class 25 contains 101794 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 397Q: 27 clusters Score -1.37803e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104094 members 
Mstep: Class 3 contains 102031 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 33214 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54503 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107323 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93712 members 
Mstep: Class 17 contains 19666 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29814 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 41606 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62608 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803008.000000 Penalty: 88517.062500
Iteration 398Q: 27 clusters Score -1.37803e+08 nChanged 103
Entering ConstructFrom: 
Score: -137803008.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Entering Unmasked Estep 
Score: -1161955.625000 Penalty: 2213.677490
	Iteration 0F: 2 clusters Score -1161956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1155854.375000 Penalty: 4427.354980
	Iteration 0F: 3 clusters Score -1155854 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1157442.875000 Penalty: 4427.354980
	Iteration 1F: 3 clusters Score -1157443 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1157670.750000 Penalty: 4427.354980
	Iteration 2F: 3 clusters Score -1157671 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1157814.500000 Penalty: 4427.354980
	Iteration 3Q: 3 clusters Score -1157814 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1157901.625000 Penalty: 4427.354980
	Iteration 4Q: 3 clusters Score -1157902 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1157971.500000 Penalty: 4427.354980
	Iteration 5Q: 3 clusters Score -1157972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1158025.375000 Penalty: 4427.354980
	Iteration 6Q: 3 clusters Score -1158025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1158072.500000 Penalty: 4427.354980
	Iteration 7Q: 3 clusters Score -1158072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1158139.250000 Penalty: 4427.354980
	Iteration 8Q: 3 clusters Score -1158139 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1158213.250000 Penalty: 4427.354980
	Iteration 9Q: 3 clusters Score -1158213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1158283.375000 Penalty: 4427.354980
	Iteration 10Q: 3 clusters Score -1158283 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1158358.250000 Penalty: 4427.354980
	Iteration 11Q: 3 clusters Score -1158358 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1158440.250000 Penalty: 4427.354980
	Iteration 12Q: 3 clusters Score -1158440 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1158540.625000 Penalty: 4427.354980
	Iteration 13Q: 3 clusters Score -1158541 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1158659.875000 Penalty: 4427.354980
	Iteration 14Q: 3 clusters Score -1158660 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1158788.875000 Penalty: 4427.354980
	Iteration 15Q: 3 clusters Score -1158789 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1158899.375000 Penalty: 4427.354980
	Iteration 16Q: 3 clusters Score -1158899 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1159007.125000 Penalty: 4427.354980
	Iteration 17Q: 3 clusters Score -1159007 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1159118.500000 Penalty: 4427.354980
	Iteration 18Q: 3 clusters Score -1159118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1159239.875000 Penalty: 4427.354980
	Iteration 19Q: 3 clusters Score -1159240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1159389.000000 Penalty: 4427.354980
	Iteration 20F: 3 clusters Score -1159389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1159507.125000 Penalty: 4427.354980
	Iteration 21Q: 3 clusters Score -1159507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1159602.250000 Penalty: 4427.354980
	Iteration 22Q: 3 clusters Score -1159602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1159670.500000 Penalty: 4427.354980
	Iteration 23Q: 3 clusters Score -1159670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1159737.375000 Penalty: 4427.354980
	Iteration 24Q: 3 clusters Score -1159737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1159797.500000 Penalty: 4427.354980
	Iteration 25Q: 3 clusters Score -1159798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1159839.500000 Penalty: 4427.354980
	Iteration 26Q: 3 clusters Score -1159840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1159875.000000 Penalty: 4427.354980
	Iteration 27Q: 3 clusters Score -1159875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1159893.625000 Penalty: 4427.354980
	Iteration 28Q: 3 clusters Score -1159894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1159912.625000 Penalty: 4427.354980
	Iteration 29Q: 3 clusters Score -1159913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1159927.875000 Penalty: 4427.354980
	Iteration 30Q: 3 clusters Score -1159928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1159938.000000 Penalty: 4427.354980
	Iteration 31Q: 3 clusters Score -1159938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1159944.375000 Penalty: 4427.354980
	Iteration 32Q: 3 clusters Score -1159944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1159951.250000 Penalty: 4427.354980
	Iteration 33Q: 3 clusters Score -1159951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1159960.375000 Penalty: 4427.354980
	Iteration 34Q: 3 clusters Score -1159960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1159961.375000 Penalty: 4427.354980
	Iteration 35Q: 3 clusters Score -1159961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1159962.000000 Penalty: 4427.354980
	Iteration 36Q: 3 clusters Score -1159962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1159962.000000 Penalty: 4427.354980
	Iteration 37Q: 3 clusters Score -1159962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1159963.125000 Penalty: 4427.354980
	Iteration 38Q: 3 clusters Score -1159963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1159966.000000 Penalty: 4427.354980
	Iteration 39Q: 3 clusters Score -1159966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1159967.500000 Penalty: 4427.354980
	Iteration 40F: 3 clusters Score -1159968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Entering Unmasked Estep 
Score: -16007022.000000 Penalty: 2865.149170
	Iteration 0F: 2 clusters Score -1.600702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -15939206.000000 Penalty: 5730.298340
	Iteration 0F: 3 clusters Score -1.593921e+07 nChanged 49176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -15966881.000000 Penalty: 5730.298340
	Iteration 1F: 3 clusters Score -1.596688e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -15967725.000000 Penalty: 5730.298340
	Iteration 2Q: 3 clusters Score -1.596772e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -15968865.000000 Penalty: 5730.298340
	Iteration 3Q: 3 clusters Score -1.596886e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -15970785.000000 Penalty: 5730.298340
	Iteration 4Q: 3 clusters Score -1.597078e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -15973918.000000 Penalty: 5730.298340
	Iteration 5F: 3 clusters Score -1.597392e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -15978859.000000 Penalty: 5730.298340
	Iteration 6F: 3 clusters Score -1.597886e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -15985304.000000 Penalty: 5730.298340
	Iteration 7F: 3 clusters Score -1.59853e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -15992174.000000 Penalty: 5730.298340
	Iteration 8F: 3 clusters Score -1.599217e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -15997923.000000 Penalty: 5730.298340
	Iteration 9F: 3 clusters Score -1.599792e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -16001469.000000 Penalty: 5730.298340
	Iteration 10Q: 3 clusters Score -1.600147e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -16003238.000000 Penalty: 5730.298340
	Iteration 11Q: 3 clusters Score -1.600324e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -16003947.000000 Penalty: 5730.298340
	Iteration 12Q: 3 clusters Score -1.600395e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -16004239.000000 Penalty: 5730.298340
	Iteration 13Q: 3 clusters Score -1.600424e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -16004365.000000 Penalty: 5730.298340
	Iteration 14Q: 3 clusters Score -1.600436e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -16004482.000000 Penalty: 5730.298340
	Iteration 15Q: 3 clusters Score -1.600448e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -16004517.000000 Penalty: 5730.298340
	Iteration 16Q: 3 clusters Score -1.600452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -16004531.000000 Penalty: 5730.298340
	Iteration 17Q: 3 clusters Score -1.600453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -16004553.000000 Penalty: 5730.298340
	Iteration 18Q: 3 clusters Score -1.600455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -16004571.000000 Penalty: 5730.298340
	Iteration 19Q: 3 clusters Score -1.600457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -16004580.000000 Penalty: 5730.298340
	Iteration 20F: 3 clusters Score -1.600458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -16004594.000000 Penalty: 5730.298340
	Iteration 21Q: 3 clusters Score -1.600459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -16004596.000000 Penalty: 5730.298340
	Iteration 22Q: 3 clusters Score -1.60046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -16004611.000000 Penalty: 5730.298340
	Iteration 23Q: 3 clusters Score -1.600461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -16004595.000000 Penalty: 5730.298340
	Iteration 24Q: 3 clusters Score -1.60046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -16004616.000000 Penalty: 5730.298340
	Iteration 25Q: 3 clusters Score -1.600462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -16004616.000000 Penalty: 5730.298340
	Iteration 26Q: 3 clusters Score -1.600462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -16004636.000000 Penalty: 5730.298340
	Iteration 27Q: 3 clusters Score -1.600464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -16004632.000000 Penalty: 5730.298340
	Iteration 28Q: 3 clusters Score -1.600463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -16004641.000000 Penalty: 5730.298340
	Iteration 29Q: 3 clusters Score -1.600464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -16004652.000000 Penalty: 5730.298340
	Iteration 30Q: 3 clusters Score -1.600465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -16004647.000000 Penalty: 5730.298340
	Iteration 31Q: 3 clusters Score -1.600465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -16004649.000000 Penalty: 5730.298340
	Iteration 32Q: 3 clusters Score -1.600465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103725 members 
Entering Unmasked Estep 
Score: -16004663.000000 Penalty: 5730.298340
	Iteration 33Q: 3 clusters Score -1.600466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -16004657.000000 Penalty: 5730.298340
	Iteration 34Q: 3 clusters Score -1.600466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -16004664.000000 Penalty: 5730.298340
	Iteration 35Q: 3 clusters Score -1.600466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16004667.000000 Penalty: 5730.298340
	Iteration 36Q: 3 clusters Score -1.600467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16004670.000000 Penalty: 5730.298340
	Iteration 37Q: 3 clusters Score -1.600467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16004668.000000 Penalty: 5730.298340
	Iteration 38Q: 3 clusters Score -1.600467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16004673.000000 Penalty: 5730.298340
	Iteration 39Q: 3 clusters Score -1.600467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16004673.000000 Penalty: 5730.298340
	Iteration 40F: 3 clusters Score -1.600467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Entering Unmasked Estep 
Score: -15790639.000000 Penalty: 2860.230713
	Iteration 0F: 2 clusters Score -1.579064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -15724226.000000 Penalty: 5720.461426
	Iteration 0F: 3 clusters Score -1.572423e+07 nChanged 48203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -15752198.000000 Penalty: 5720.461426
	Iteration 1F: 3 clusters Score -1.57522e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -15753573.000000 Penalty: 5720.461426
	Iteration 2Q: 3 clusters Score -1.575357e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -15755515.000000 Penalty: 5720.461426
	Iteration 3Q: 3 clusters Score -1.575552e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -15758624.000000 Penalty: 5720.461426
	Iteration 4F: 3 clusters Score -1.575862e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -15763321.000000 Penalty: 5720.461426
	Iteration 5F: 3 clusters Score -1.576332e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -15769655.000000 Penalty: 5720.461426
	Iteration 6F: 3 clusters Score -1.576966e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -15776597.000000 Penalty: 5720.461426
	Iteration 7F: 3 clusters Score -1.57766e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -15782188.000000 Penalty: 5720.461426
	Iteration 8F: 3 clusters Score -1.578219e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -15785415.000000 Penalty: 5720.461426
	Iteration 9Q: 3 clusters Score -1.578542e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15786936.000000 Penalty: 5720.461426
	Iteration 10Q: 3 clusters Score -1.578694e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15787638.000000 Penalty: 5720.461426
	Iteration 11Q: 3 clusters Score -1.578764e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15787884.000000 Penalty: 5720.461426
	Iteration 12Q: 3 clusters Score -1.578788e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15788014.000000 Penalty: 5720.461426
	Iteration 13Q: 3 clusters Score -1.578801e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15788093.000000 Penalty: 5720.461426
	Iteration 14Q: 3 clusters Score -1.578809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15788126.000000 Penalty: 5720.461426
	Iteration 15Q: 3 clusters Score -1.578813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15788143.000000 Penalty: 5720.461426
	Iteration 16Q: 3 clusters Score -1.578814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15788158.000000 Penalty: 5720.461426
	Iteration 17Q: 3 clusters Score -1.578816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101578 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15788148.000000 Penalty: 5720.461426
	Iteration 18Q: 3 clusters Score -1.578815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15788172.000000 Penalty: 5720.461426
	Iteration 19Q: 3 clusters Score -1.578817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15788183.000000 Penalty: 5720.461426
	Iteration 20F: 3 clusters Score -1.578818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15788183.000000 Penalty: 5720.461426
	Iteration 21Q: 3 clusters Score -1.578818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15788186.000000 Penalty: 5720.461426
	Iteration 22Q: 3 clusters Score -1.578819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15788194.000000 Penalty: 5720.461426
	Iteration 23Q: 3 clusters Score -1.578819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15788199.000000 Penalty: 5720.461426
	Iteration 24Q: 3 clusters Score -1.57882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15788217.000000 Penalty: 5720.461426
	Iteration 25Q: 3 clusters Score -1.578822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15788215.000000 Penalty: 5720.461426
	Iteration 26Q: 3 clusters Score -1.578822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -15788216.000000 Penalty: 5720.461426
	Iteration 27Q: 3 clusters Score -1.578822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15788220.000000 Penalty: 5720.461426
	Iteration 28Q: 3 clusters Score -1.578822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15788205.000000 Penalty: 5720.461426
	Iteration 29Q: 3 clusters Score -1.57882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15788228.000000 Penalty: 5720.461426
	Iteration 30Q: 3 clusters Score -1.578823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15788228.000000 Penalty: 5720.461426
	Iteration 31Q: 3 clusters Score -1.578823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15788239.000000 Penalty: 5720.461426
	Iteration 32Q: 3 clusters Score -1.578824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15788234.000000 Penalty: 5720.461426
	Iteration 33Q: 3 clusters Score -1.578823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15788223.000000 Penalty: 5720.461426
	Iteration 34Q: 3 clusters Score -1.578822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15788224.000000 Penalty: 5720.461426
	Iteration 35Q: 3 clusters Score -1.578822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15788224.000000 Penalty: 5720.461426
	Iteration 36F: 3 clusters Score -1.578822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Entering Unmasked Estep 
Score: -6995786.000000 Penalty: 2666.690430
	Iteration 0F: 2 clusters Score -6995786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6964180.000000 Penalty: 5333.380859
	Iteration 0F: 3 clusters Score -6964180 nChanged 21717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6976423.500000 Penalty: 5333.380859
	Iteration 1F: 3 clusters Score -6976424 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -6977258.500000 Penalty: 5333.380859
	Iteration 2Q: 3 clusters Score -6977258 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6978344.500000 Penalty: 5333.380859
	Iteration 3F: 3 clusters Score -6978344 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -6979801.500000 Penalty: 5333.380859
	Iteration 4F: 3 clusters Score -6979802 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -6981797.500000 Penalty: 5333.380859
	Iteration 5F: 3 clusters Score -6981798 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -6984151.000000 Penalty: 5333.380859
	Iteration 6F: 3 clusters Score -6984151 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -6986408.500000 Penalty: 5333.380859
	Iteration 7F: 3 clusters Score -6986408 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -6988326.000000 Penalty: 5333.380859
	Iteration 8F: 3 clusters Score -6988326 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6989816.000000 Penalty: 5333.380859
	Iteration 9Q: 3 clusters Score -6989816 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6990970.000000 Penalty: 5333.380859
	Iteration 10Q: 3 clusters Score -6990970 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6991855.000000 Penalty: 5333.380859
	Iteration 11Q: 3 clusters Score -6991855 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6992370.500000 Penalty: 5333.380859
	Iteration 12Q: 3 clusters Score -6992370 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6992756.000000 Penalty: 5333.380859
	Iteration 13Q: 3 clusters Score -6992756 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -6992986.500000 Penalty: 5333.380859
	Iteration 14Q: 3 clusters Score -6992986 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6993129.000000 Penalty: 5333.380859
	Iteration 15Q: 3 clusters Score -6993129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6993199.500000 Penalty: 5333.380859
	Iteration 16Q: 3 clusters Score -6993200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -6993295.500000 Penalty: 5333.380859
	Iteration 17Q: 3 clusters Score -6993296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6993366.000000 Penalty: 5333.380859
	Iteration 18Q: 3 clusters Score -6993366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6993394.000000 Penalty: 5333.380859
	Iteration 19Q: 3 clusters Score -6993394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6993411.000000 Penalty: 5333.380859
	Iteration 20F: 3 clusters Score -6993411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6993431.000000 Penalty: 5333.380859
	Iteration 21Q: 3 clusters Score -6993431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6993436.500000 Penalty: 5333.380859
	Iteration 22Q: 3 clusters Score -6993436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6993445.500000 Penalty: 5333.380859
	Iteration 23Q: 3 clusters Score -6993446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -6993454.000000 Penalty: 5333.380859
	Iteration 24Q: 3 clusters Score -6993454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6993468.000000 Penalty: 5333.380859
	Iteration 25Q: 3 clusters Score -6993468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6993479.500000 Penalty: 5333.380859
	Iteration 26Q: 3 clusters Score -6993480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6993478.500000 Penalty: 5333.380859
	Iteration 27Q: 3 clusters Score -6993478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6993490.000000 Penalty: 5333.380859
	Iteration 28Q: 3 clusters Score -6993490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6993496.000000 Penalty: 5333.380859
	Iteration 29Q: 3 clusters Score -6993496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6993496.500000 Penalty: 5333.380859
	Iteration 30Q: 3 clusters Score -6993496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6993502.000000 Penalty: 5333.380859
	Iteration 31Q: 3 clusters Score -6993502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6993503.500000 Penalty: 5333.380859
	Iteration 32Q: 3 clusters Score -6993504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6993506.000000 Penalty: 5333.380859
	Iteration 33Q: 3 clusters Score -6993506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6993510.500000 Penalty: 5333.380859
	Iteration 34Q: 3 clusters Score -6993510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6993514.000000 Penalty: 5333.380859
	Iteration 35Q: 3 clusters Score -6993514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6993513.500000 Penalty: 5333.380859
	Iteration 36Q: 3 clusters Score -6993514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -6993518.500000 Penalty: 5333.380859
	Iteration 37Q: 3 clusters Score -6993518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6993524.500000 Penalty: 5333.380859
	Iteration 38Q: 3 clusters Score -6993524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6993523.000000 Penalty: 5333.380859
	Iteration 39Q: 3 clusters Score -6993523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6993517.000000 Penalty: 5333.380859
	Iteration 40F: 3 clusters Score -6993517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Entering Unmasked Estep 
Score: -5129055.000000 Penalty: 2581.845215
	Iteration 0F: 2 clusters Score -5129055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5106352.000000 Penalty: 5163.690430
	Iteration 0F: 3 clusters Score -5106352 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5114498.000000 Penalty: 5163.690430
	Iteration 1F: 3 clusters Score -5114498 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5115005.500000 Penalty: 5163.690430
	Iteration 2Q: 3 clusters Score -5115006 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5115505.000000 Penalty: 5163.690430
	Iteration 3Q: 3 clusters Score -5115505 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5116067.000000 Penalty: 5163.690430
	Iteration 4Q: 3 clusters Score -5116067 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -5116744.000000 Penalty: 5163.690430
	Iteration 5Q: 3 clusters Score -5116744 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -5117682.000000 Penalty: 5163.690430
	Iteration 6Q: 3 clusters Score -5117682 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -5118883.500000 Penalty: 5163.690430
	Iteration 7F: 3 clusters Score -5118884 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5120426.500000 Penalty: 5163.690430
	Iteration 8F: 3 clusters Score -5120426 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -5122083.000000 Penalty: 5163.690430
	Iteration 9F: 3 clusters Score -5122083 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5123647.000000 Penalty: 5163.690430
	Iteration 10F: 3 clusters Score -5123647 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5124856.500000 Penalty: 5163.690430
	Iteration 11Q: 3 clusters Score -5124856 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5125612.500000 Penalty: 5163.690430
	Iteration 12Q: 3 clusters Score -5125612 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5126071.000000 Penalty: 5163.690430
	Iteration 13Q: 3 clusters Score -5126071 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5126315.000000 Penalty: 5163.690430
	Iteration 14Q: 3 clusters Score -5126315 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5126493.000000 Penalty: 5163.690430
	Iteration 15Q: 3 clusters Score -5126493 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5126610.500000 Penalty: 5163.690430
	Iteration 16Q: 3 clusters Score -5126610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5126682.500000 Penalty: 5163.690430
	Iteration 17Q: 3 clusters Score -5126682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5126732.000000 Penalty: 5163.690430
	Iteration 18Q: 3 clusters Score -5126732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5126768.000000 Penalty: 5163.690430
	Iteration 19Q: 3 clusters Score -5126768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5126788.500000 Penalty: 5163.690430
	Iteration 20F: 3 clusters Score -5126788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5126796.500000 Penalty: 5163.690430
	Iteration 21Q: 3 clusters Score -5126796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5126814.000000 Penalty: 5163.690430
	Iteration 22Q: 3 clusters Score -5126814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5126826.000000 Penalty: 5163.690430
	Iteration 23Q: 3 clusters Score -5126826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5126839.000000 Penalty: 5163.690430
	Iteration 24Q: 3 clusters Score -5126839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5126835.000000 Penalty: 5163.690430
	Iteration 25Q: 3 clusters Score -5126835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5126849.500000 Penalty: 5163.690430
	Iteration 26Q: 3 clusters Score -5126850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5126858.500000 Penalty: 5163.690430
	Iteration 27Q: 3 clusters Score -5126858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5126856.500000 Penalty: 5163.690430
	Iteration 28Q: 3 clusters Score -5126856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5126861.000000 Penalty: 5163.690430
	Iteration 29Q: 3 clusters Score -5126861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5126864.500000 Penalty: 5163.690430
	Iteration 30Q: 3 clusters Score -5126864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5126865.000000 Penalty: 5163.690430
	Iteration 31Q: 3 clusters Score -5126865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5126865.000000 Penalty: 5163.690430
	Iteration 32F: 3 clusters Score -5126865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Entering Unmasked Estep 
Score: -1499832.750000 Penalty: 2307.372559
	Iteration 0F: 2 clusters Score -1499833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1491595.750000 Penalty: 4614.745117
	Iteration 0F: 3 clusters Score -1491596 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1494143.125000 Penalty: 4614.745117
	Iteration 1F: 3 clusters Score -1494143 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1494525.125000 Penalty: 4614.745117
	Iteration 2F: 3 clusters Score -1494525 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1494821.250000 Penalty: 4614.745117
	Iteration 3F: 3 clusters Score -1494821 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1495120.750000 Penalty: 4614.745117
	Iteration 4Q: 3 clusters Score -1495121 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1495482.125000 Penalty: 4614.745117
	Iteration 5Q: 3 clusters Score -1495482 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1495964.750000 Penalty: 4614.745117
	Iteration 6F: 3 clusters Score -1495965 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1496569.875000 Penalty: 4614.745117
	Iteration 7F: 3 clusters Score -1496570 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1497201.000000 Penalty: 4614.745117
	Iteration 8F: 3 clusters Score -1497201 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1497746.375000 Penalty: 4614.745117
	Iteration 9F: 3 clusters Score -1497746 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1498136.125000 Penalty: 4614.745117
	Iteration 10Q: 3 clusters Score -1498136 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1498388.875000 Penalty: 4614.745117
	Iteration 11Q: 3 clusters Score -1498389 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1498552.875000 Penalty: 4614.745117
	Iteration 12Q: 3 clusters Score -1498553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1498640.125000 Penalty: 4614.745117
	Iteration 13Q: 3 clusters Score -1498640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1498698.875000 Penalty: 4614.745117
	Iteration 14Q: 3 clusters Score -1498699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1498738.625000 Penalty: 4614.745117
	Iteration 15Q: 3 clusters Score -1498739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1498774.250000 Penalty: 4614.745117
	Iteration 16Q: 3 clusters Score -1498774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1498803.500000 Penalty: 4614.745117
	Iteration 17Q: 3 clusters Score -1498804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1498836.250000 Penalty: 4614.745117
	Iteration 18Q: 3 clusters Score -1498836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1498870.250000 Penalty: 4614.745117
	Iteration 19Q: 3 clusters Score -1498870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1498895.750000 Penalty: 4614.745117
	Iteration 20F: 3 clusters Score -1498896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1498923.125000 Penalty: 4614.745117
	Iteration 21Q: 3 clusters Score -1498923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1498937.000000 Penalty: 4614.745117
	Iteration 22Q: 3 clusters Score -1498937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1498946.750000 Penalty: 4614.745117
	Iteration 23Q: 3 clusters Score -1498947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1498959.500000 Penalty: 4614.745117
	Iteration 24Q: 3 clusters Score -1498960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1498973.125000 Penalty: 4614.745117
	Iteration 25Q: 3 clusters Score -1498973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1498986.375000 Penalty: 4614.745117
	Iteration 26Q: 3 clusters Score -1498986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1498994.000000 Penalty: 4614.745117
	Iteration 27Q: 3 clusters Score -1498994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1498997.250000 Penalty: 4614.745117
	Iteration 28Q: 3 clusters Score -1498997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1499005.500000 Penalty: 4614.745117
	Iteration 29Q: 3 clusters Score -1499006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1499017.250000 Penalty: 4614.745117
	Iteration 30Q: 3 clusters Score -1499017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1499026.875000 Penalty: 4614.745117
	Iteration 31Q: 3 clusters Score -1499027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1499030.125000 Penalty: 4614.745117
	Iteration 32Q: 3 clusters Score -1499030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1499029.375000 Penalty: 4614.745117
	Iteration 33Q: 3 clusters Score -1499029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1499027.500000 Penalty: 4614.745117
	Iteration 34Q: 3 clusters Score -1499028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1499028.125000 Penalty: 4614.745117
	Iteration 35Q: 3 clusters Score -1499028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1499030.875000 Penalty: 4614.745117
	Iteration 36Q: 3 clusters Score -1499031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1499031.875000 Penalty: 4614.745117
	Iteration 37Q: 3 clusters Score -1499032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1499032.750000 Penalty: 4614.745117
	Iteration 38Q: 3 clusters Score -1499033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1499033.625000 Penalty: 4614.745117
	Iteration 39Q: 3 clusters Score -1499034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1499036.250000 Penalty: 4614.745117
	Iteration 40F: 3 clusters Score -1499036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1499037.875000 Penalty: 4614.745117
	Iteration 41Q: 3 clusters Score -1499038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1499039.375000 Penalty: 4614.745117
	Iteration 42Q: 3 clusters Score -1499039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1499041.125000 Penalty: 4614.745117
	Iteration 43Q: 3 clusters Score -1499041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1499039.375000 Penalty: 4614.745117
	Iteration 44Q: 3 clusters Score -1499039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1499042.250000 Penalty: 4614.745117
	Iteration 45Q: 3 clusters Score -1499042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1499045.125000 Penalty: 4614.745117
	Iteration 46Q: 3 clusters Score -1499045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1499043.875000 Penalty: 4614.745117
	Iteration 47Q: 3 clusters Score -1499044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1499044.375000 Penalty: 4614.745117
	Iteration 48Q: 3 clusters Score -1499044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1499044.250000 Penalty: 4614.745117
	Iteration 49Q: 3 clusters Score -1499044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1499042.750000 Penalty: 4614.745117
	Iteration 50Q: 3 clusters Score -1499043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1499042.250000 Penalty: 4614.745117
	Iteration 51Q: 3 clusters Score -1499042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1499042.250000 Penalty: 4614.745117
	Iteration 52F: 3 clusters Score -1499042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -917268.687500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -917268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -912034.062500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -912034.1 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -913500.250000 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -913500.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -913973.812500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -913973.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -914373.312500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -914373.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -914766.187500 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -914766.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -915157.125000 Penalty: 4332.740723
	Iteration 5F: 3 clusters Score -915157.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -915454.375000 Penalty: 4332.740723
	Iteration 6F: 3 clusters Score -915454.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -915649.062500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -915649.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -915762.125000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -915762.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -915831.750000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -915831.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -915875.125000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -915875.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -915903.812500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -915903.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -915924.000000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -915924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -915939.062500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -915939.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -915955.812500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -915955.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -915966.937500 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -915966.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -915984.125000 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -915984.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -915995.437500 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -915995.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -916004.375000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -916004.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -916012.812500 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -916012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -916016.125000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -916016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -916018.250000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -916018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -916020.687500 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -916020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -916025.750000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -916025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -916028.812500 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -916028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -916032.437500 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -916032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -916036.312500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -916036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -916037.500000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -916037.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -916042.875000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -916042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -916047.375000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -916047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -916049.812500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -916049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -916054.500000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -916054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -916058.000000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -916058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -916062.000000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -916062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -916066.312500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -916066.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -916072.437500 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -916072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -916075.875000 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -916075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -916078.812500 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -916078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -916079.687500 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -916079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -916078.812500 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -916078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -916079.062500 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -916079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -916081.000000 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -916081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -916085.625000 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -916085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -916085.687500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -916085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -916085.437500 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -916085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -916084.312500 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -916084.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -916084.312500 Penalty: 4332.740723
	Iteration 46F: 3 clusters Score -916084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -306443.562500 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -306443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -303833.937500 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -303833.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -304268.250000 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -304268.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -304391.156250 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -304391.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -304473.875000 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -304473.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -304525.875000 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -304525.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304558.187500 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -304558.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304577.937500 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -304577.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304590.375000 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -304590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304603.312500 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -304603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -304609.812500 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -304609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304615.531250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -304615.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -304620.812500 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -304620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304624.531250 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -304624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304626.468750 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -304626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304628.500000 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -304628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -304631.343750 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -304631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304635.500000 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -304635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304639.625000 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -304639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304644.000000 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -304644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304645.781250 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -304645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -304647.781250 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -304647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -304649.562500 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -304649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304651.187500 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -304651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -304652.687500 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -304652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -304654.437500 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -304654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304654.968750 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -304655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304654.968750 Penalty: 3766.313721
	Iteration 26F: 3 clusters Score -304655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Entering Unmasked Estep 
Score: -8217099.500000 Penalty: 2704.677246
	Iteration 0F: 2 clusters Score -8217100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -8180500.500000 Penalty: 5409.354492
	Iteration 0F: 3 clusters Score -8180500 nChanged 25199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -8194268.500000 Penalty: 5409.354492
	Iteration 1F: 3 clusters Score -8194268 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -8194824.000000 Penalty: 5409.354492
	Iteration 2Q: 3 clusters Score -8194824 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -8195472.000000 Penalty: 5409.354492
	Iteration 3Q: 3 clusters Score -8195472 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -8196184.500000 Penalty: 5409.354492
	Iteration 4Q: 3 clusters Score -8196184 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -8197092.000000 Penalty: 5409.354492
	Iteration 5Q: 3 clusters Score -8197092 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -8198399.000000 Penalty: 5409.354492
	Iteration 6Q: 3 clusters Score -8198399 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -8200473.000000 Penalty: 5409.354492
	Iteration 7F: 3 clusters Score -8200473 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8203334.000000 Penalty: 5409.354492
	Iteration 8F: 3 clusters Score -8203334 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8206709.000000 Penalty: 5409.354492
	Iteration 9F: 3 clusters Score -8206709 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -8209992.500000 Penalty: 5409.354492
	Iteration 10F: 3 clusters Score -8209992 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -8212370.000000 Penalty: 5409.354492
	Iteration 11Q: 3 clusters Score -8212370 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -8213686.500000 Penalty: 5409.354492
	Iteration 12Q: 3 clusters Score -8213686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -8214186.000000 Penalty: 5409.354492
	Iteration 13Q: 3 clusters Score -8214186 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -8214424.500000 Penalty: 5409.354492
	Iteration 14Q: 3 clusters Score -8214424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -8214548.500000 Penalty: 5409.354492
	Iteration 15Q: 3 clusters Score -8214548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -8214621.000000 Penalty: 5409.354492
	Iteration 16Q: 3 clusters Score -8214621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -8214656.500000 Penalty: 5409.354492
	Iteration 17Q: 3 clusters Score -8214656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -8214689.000000 Penalty: 5409.354492
	Iteration 18Q: 3 clusters Score -8214689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8214719.500000 Penalty: 5409.354492
	Iteration 19Q: 3 clusters Score -8214720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -8214727.000000 Penalty: 5409.354492
	Iteration 20F: 3 clusters Score -8214727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -8214738.500000 Penalty: 5409.354492
	Iteration 21Q: 3 clusters Score -8214738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -8214743.000000 Penalty: 5409.354492
	Iteration 22Q: 3 clusters Score -8214743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8214744.500000 Penalty: 5409.354492
	Iteration 23Q: 3 clusters Score -8214744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8214744.500000 Penalty: 5409.354492
	Iteration 24F: 3 clusters Score -8214744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40806.230469 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40806.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41095.039062 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41095.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41297.703125 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41513.902344 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -41513.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41646.800781 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41704.078125 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41704.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41755.503906 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41815.187500 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41815.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41828.269531 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41828.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41828.269531 Penalty: 2905.534668
	Iteration 9F: 3 clusters Score -41828.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -681501.187500 Penalty: 2091.477295
	Iteration 0F: 2 clusters Score -681501.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -677230.562500 Penalty: 4182.954590
	Iteration 0F: 3 clusters Score -677230.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -678222.312500 Penalty: 4182.954590
	Iteration 1F: 3 clusters Score -678222.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -678460.000000 Penalty: 4182.954590
	Iteration 2F: 3 clusters Score -678460 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -678650.125000 Penalty: 4182.954590
	Iteration 3F: 3 clusters Score -678650.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -678810.687500 Penalty: 4182.954590
	Iteration 4Q: 3 clusters Score -678810.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -678951.250000 Penalty: 4182.954590
	Iteration 5Q: 3 clusters Score -678951.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -679054.125000 Penalty: 4182.954590
	Iteration 6Q: 3 clusters Score -679054.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -679143.687500 Penalty: 4182.954590
	Iteration 7Q: 3 clusters Score -679143.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -679226.500000 Penalty: 4182.954590
	Iteration 8Q: 3 clusters Score -679226.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -679311.500000 Penalty: 4182.954590
	Iteration 9Q: 3 clusters Score -679311.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -679384.875000 Penalty: 4182.954590
	Iteration 10Q: 3 clusters Score -679384.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -679450.875000 Penalty: 4182.954590
	Iteration 11Q: 3 clusters Score -679450.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -679524.375000 Penalty: 4182.954590
	Iteration 12Q: 3 clusters Score -679524.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -679584.375000 Penalty: 4182.954590
	Iteration 13Q: 3 clusters Score -679584.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -679630.312500 Penalty: 4182.954590
	Iteration 14Q: 3 clusters Score -679630.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -679653.437500 Penalty: 4182.954590
	Iteration 15Q: 3 clusters Score -679653.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -679669.687500 Penalty: 4182.954590
	Iteration 16Q: 3 clusters Score -679669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -679677.750000 Penalty: 4182.954590
	Iteration 17Q: 3 clusters Score -679677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -679682.125000 Penalty: 4182.954590
	Iteration 18Q: 3 clusters Score -679682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -679689.875000 Penalty: 4182.954590
	Iteration 19Q: 3 clusters Score -679689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -679694.687500 Penalty: 4182.954590
	Iteration 20F: 3 clusters Score -679694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -679698.062500 Penalty: 4182.954590
	Iteration 21Q: 3 clusters Score -679698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -679703.062500 Penalty: 4182.954590
	Iteration 22Q: 3 clusters Score -679703.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -679711.375000 Penalty: 4182.954590
	Iteration 23Q: 3 clusters Score -679711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -679717.250000 Penalty: 4182.954590
	Iteration 24Q: 3 clusters Score -679717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -679723.187500 Penalty: 4182.954590
	Iteration 25Q: 3 clusters Score -679723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -679728.000000 Penalty: 4182.954590
	Iteration 26Q: 3 clusters Score -679728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -679730.375000 Penalty: 4182.954590
	Iteration 27Q: 3 clusters Score -679730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -679734.000000 Penalty: 4182.954590
	Iteration 28Q: 3 clusters Score -679734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -679737.187500 Penalty: 4182.954590
	Iteration 29Q: 3 clusters Score -679737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -679737.500000 Penalty: 4182.954590
	Iteration 30Q: 3 clusters Score -679737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -679739.625000 Penalty: 4182.954590
	Iteration 31Q: 3 clusters Score -679739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -679741.000000 Penalty: 4182.954590
	Iteration 32Q: 3 clusters Score -679741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -679740.437500 Penalty: 4182.954590
	Iteration 33Q: 3 clusters Score -679740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -679740.437500 Penalty: 4182.954590
	Iteration 34F: 3 clusters Score -679740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 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 347 members 
Entering Unmasked Estep 
Score: -98254.742188 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98254.74 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98554.578125 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98554.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98684.125000 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98684.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98801.554688 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98801.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98894.687500 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -98894.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98967.250000 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -98967.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99051.468750 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99051.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99148.343750 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99148.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99229.578125 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99229.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -99289.015625 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99289.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99345.906250 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99345.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99405.328125 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99405.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99449.171875 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99449.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99485.578125 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99485.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99514.382812 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -99514.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99547.007812 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -99547.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99578.523438 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -99578.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99595.179688 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -99595.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99605.140625 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -99605.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99627.484375 Penalty: 3282.231934
	Iteration 19F: 3 clusters Score -99627.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99877.960938 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -99877.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100442.820312 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -100442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100544.296875 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -100544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100575.476562 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -100575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100587.070312 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -100587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100598.085938 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -100598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100612.796875 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -100612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100656.664062 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -100656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100670.632812 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -100670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100678.804688 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -100678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100685.593750 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -100685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100698.695312 Penalty: 3282.231934
	Iteration 31Q: 3 clusters Score -100698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100703.390625 Penalty: 3282.231934
	Iteration 32F: 3 clusters Score -100703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100725.507812 Penalty: 3282.231934
	Iteration 33Q: 3 clusters Score -100725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100776.273438 Penalty: 3282.231934
	Iteration 34Q: 3 clusters Score -100776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100825.125000 Penalty: 3282.231934
	Iteration 35Q: 3 clusters Score -100825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100825.125000 Penalty: 3282.231934
	Iteration 36F: 3 clusters Score -100825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102047 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54500 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 282 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107325 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29816 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62604 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 466 members 
Entering Unmasked Estep 
Score: -137802112.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137803008.000000 to -137802112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Entering Unmasked Estep 
Score: -1497346.250000 Penalty: 2289.051270
	Iteration 0F: 2 clusters Score -1497346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1489588.500000 Penalty: 4578.102539
	Iteration 0F: 3 clusters Score -1489588 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1491909.125000 Penalty: 4578.102539
	Iteration 1F: 3 clusters Score -1491909 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1492427.625000 Penalty: 4578.102539
	Iteration 2F: 3 clusters Score -1492428 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1492897.750000 Penalty: 4578.102539
	Iteration 3F: 3 clusters Score -1492898 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1493240.000000 Penalty: 4578.102539
	Iteration 4F: 3 clusters Score -1493240 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1493519.375000 Penalty: 4578.102539
	Iteration 5Q: 3 clusters Score -1493519 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1493755.750000 Penalty: 4578.102539
	Iteration 6Q: 3 clusters Score -1493756 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1493965.500000 Penalty: 4578.102539
	Iteration 7Q: 3 clusters Score -1493966 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1494135.875000 Penalty: 4578.102539
	Iteration 8Q: 3 clusters Score -1494136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1494269.625000 Penalty: 4578.102539
	Iteration 9Q: 3 clusters Score -1494270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1494358.625000 Penalty: 4578.102539
	Iteration 10Q: 3 clusters Score -1494359 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1494424.375000 Penalty: 4578.102539
	Iteration 11Q: 3 clusters Score -1494424 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1494467.375000 Penalty: 4578.102539
	Iteration 12Q: 3 clusters Score -1494467 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1494506.625000 Penalty: 4578.102539
	Iteration 13Q: 3 clusters Score -1494507 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1494533.875000 Penalty: 4578.102539
	Iteration 14Q: 3 clusters Score -1494534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1494558.750000 Penalty: 4578.102539
	Iteration 15Q: 3 clusters Score -1494559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1494583.750000 Penalty: 4578.102539
	Iteration 16Q: 3 clusters Score -1494584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1494614.000000 Penalty: 4578.102539
	Iteration 17Q: 3 clusters Score -1494614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1494654.750000 Penalty: 4578.102539
	Iteration 18Q: 3 clusters Score -1494655 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1494698.875000 Penalty: 4578.102539
	Iteration 19Q: 3 clusters Score -1494699 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1494768.625000 Penalty: 4578.102539
	Iteration 20F: 3 clusters Score -1494769 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1494828.375000 Penalty: 4578.102539
	Iteration 21Q: 3 clusters Score -1494828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1494913.250000 Penalty: 4578.102539
	Iteration 22Q: 3 clusters Score -1494913 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1495003.875000 Penalty: 4578.102539
	Iteration 23Q: 3 clusters Score -1495004 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1495100.500000 Penalty: 4578.102539
	Iteration 24Q: 3 clusters Score -1495100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1495196.250000 Penalty: 4578.102539
	Iteration 25Q: 3 clusters Score -1495196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1495301.875000 Penalty: 4578.102539
	Iteration 26Q: 3 clusters Score -1495302 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1495443.375000 Penalty: 4578.102539
	Iteration 27Q: 3 clusters Score -1495443 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1495600.250000 Penalty: 4578.102539
	Iteration 28Q: 3 clusters Score -1495600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1495820.000000 Penalty: 4578.102539
	Iteration 29Q: 3 clusters Score -1495820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1495994.125000 Penalty: 4578.102539
	Iteration 30Q: 3 clusters Score -1495994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1496106.875000 Penalty: 4578.102539
	Iteration 31Q: 3 clusters Score -1496107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1496171.375000 Penalty: 4578.102539
	Iteration 32Q: 3 clusters Score -1496171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1496214.000000 Penalty: 4578.102539
	Iteration 33Q: 3 clusters Score -1496214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1496235.625000 Penalty: 4578.102539
	Iteration 34Q: 3 clusters Score -1496236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1496255.625000 Penalty: 4578.102539
	Iteration 35Q: 3 clusters Score -1496256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1496275.750000 Penalty: 4578.102539
	Iteration 36Q: 3 clusters Score -1496276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1496290.375000 Penalty: 4578.102539
	Iteration 37Q: 3 clusters Score -1496290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1496302.250000 Penalty: 4578.102539
	Iteration 38Q: 3 clusters Score -1496302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1496311.750000 Penalty: 4578.102539
	Iteration 39Q: 3 clusters Score -1496312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1496321.500000 Penalty: 4578.102539
	Iteration 40F: 3 clusters Score -1496322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1496327.625000 Penalty: 4578.102539
	Iteration 41Q: 3 clusters Score -1496328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1496338.500000 Penalty: 4578.102539
	Iteration 42Q: 3 clusters Score -1496338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1496352.000000 Penalty: 4578.102539
	Iteration 43Q: 3 clusters Score -1496352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1496355.500000 Penalty: 4578.102539
	Iteration 44Q: 3 clusters Score -1496356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1496363.375000 Penalty: 4578.102539
	Iteration 45Q: 3 clusters Score -1496363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1496374.125000 Penalty: 4578.102539
	Iteration 46Q: 3 clusters Score -1496374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1496374.625000 Penalty: 4578.102539
	Iteration 47Q: 3 clusters Score -1496375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1496375.375000 Penalty: 4578.102539
	Iteration 48Q: 3 clusters Score -1496375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1496383.125000 Penalty: 4578.102539
	Iteration 49Q: 3 clusters Score -1496383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1496394.875000 Penalty: 4578.102539
	Iteration 50Q: 3 clusters Score -1496395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1496401.750000 Penalty: 4578.102539
	Iteration 51Q: 3 clusters Score -1496402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1496406.250000 Penalty: 4578.102539
	Iteration 52Q: 3 clusters Score -1496406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1496408.625000 Penalty: 4578.102539
	Iteration 53Q: 3 clusters Score -1496409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1496409.625000 Penalty: 4578.102539
	Iteration 54Q: 3 clusters Score -1496410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1496410.750000 Penalty: 4578.102539
	Iteration 55Q: 3 clusters Score -1496411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1496416.750000 Penalty: 4578.102539
	Iteration 56Q: 3 clusters Score -1496417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1496421.500000 Penalty: 4578.102539
	Iteration 57Q: 3 clusters Score -1496422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1496422.875000 Penalty: 4578.102539
	Iteration 58Q: 3 clusters Score -1496423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1496420.250000 Penalty: 4578.102539
	Iteration 59Q: 3 clusters Score -1496420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1496423.250000 Penalty: 4578.102539
	Iteration 60F: 3 clusters Score -1496423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1496424.500000 Penalty: 4578.102539
	Iteration 61Q: 3 clusters Score -1496424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1496422.500000 Penalty: 4578.102539
	Iteration 62Q: 3 clusters Score -1496422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1496422.125000 Penalty: 4578.102539
	Iteration 63Q: 3 clusters Score -1496422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1496421.500000 Penalty: 4578.102539
	Iteration 64Q: 3 clusters Score -1496422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1496423.000000 Penalty: 4578.102539
	Iteration 65Q: 3 clusters Score -1496423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1496425.250000 Penalty: 4578.102539
	Iteration 66Q: 3 clusters Score -1496425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1496424.625000 Penalty: 4578.102539
	Iteration 67Q: 3 clusters Score -1496425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1496424.375000 Penalty: 4578.102539
	Iteration 68Q: 3 clusters Score -1496424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1496425.500000 Penalty: 4578.102539
	Iteration 69Q: 3 clusters Score -1496426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1496428.250000 Penalty: 4578.102539
	Iteration 70Q: 3 clusters Score -1496428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1496427.375000 Penalty: 4578.102539
	Iteration 71Q: 3 clusters Score -1496427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1496427.375000 Penalty: 4578.102539
	Iteration 72F: 3 clusters Score -1496427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Entering Unmasked Estep 
Score: -16508914.000000 Penalty: 2872.737061
	Iteration 0F: 2 clusters Score -1.650891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -16438162.000000 Penalty: 5745.474121
	Iteration 0F: 3 clusters Score -1.643816e+07 nChanged 50998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -16467102.000000 Penalty: 5745.474121
	Iteration 1F: 3 clusters Score -1.64671e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -16468384.000000 Penalty: 5745.474121
	Iteration 2Q: 3 clusters Score -1.646838e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -16470412.000000 Penalty: 5745.474121
	Iteration 3Q: 3 clusters Score -1.647041e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -16473799.000000 Penalty: 5745.474121
	Iteration 4F: 3 clusters Score -1.64738e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -16479482.000000 Penalty: 5745.474121
	Iteration 5F: 3 clusters Score -1.647948e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -16487190.000000 Penalty: 5745.474121
	Iteration 6F: 3 clusters Score -1.648719e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -16495270.000000 Penalty: 5745.474121
	Iteration 7F: 3 clusters Score -1.649527e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -16501272.000000 Penalty: 5745.474121
	Iteration 8F: 3 clusters Score -1.650127e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -16504181.000000 Penalty: 5745.474121
	Iteration 9Q: 3 clusters Score -1.650418e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -16505555.000000 Penalty: 5745.474121
	Iteration 10Q: 3 clusters Score -1.650556e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -16506071.000000 Penalty: 5745.474121
	Iteration 11Q: 3 clusters Score -1.650607e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -16506305.000000 Penalty: 5745.474121
	Iteration 12Q: 3 clusters Score -1.65063e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -16506474.000000 Penalty: 5745.474121
	Iteration 13Q: 3 clusters Score -1.650647e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -16506549.000000 Penalty: 5745.474121
	Iteration 14Q: 3 clusters Score -1.650655e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -16506594.000000 Penalty: 5745.474121
	Iteration 15Q: 3 clusters Score -1.650659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -16506630.000000 Penalty: 5745.474121
	Iteration 16Q: 3 clusters Score -1.650663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -16506636.000000 Penalty: 5745.474121
	Iteration 17Q: 3 clusters Score -1.650664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -16506630.000000 Penalty: 5745.474121
	Iteration 18Q: 3 clusters Score -1.650663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -16506647.000000 Penalty: 5745.474121
	Iteration 19Q: 3 clusters Score -1.650665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -16506645.000000 Penalty: 5745.474121
	Iteration 20F: 3 clusters Score -1.650664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -16506659.000000 Penalty: 5745.474121
	Iteration 21Q: 3 clusters Score -1.650666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -16506665.000000 Penalty: 5745.474121
	Iteration 22Q: 3 clusters Score -1.650666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -16506667.000000 Penalty: 5745.474121
	Iteration 23Q: 3 clusters Score -1.650667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -16506686.000000 Penalty: 5745.474121
	Iteration 24Q: 3 clusters Score -1.650669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -16506682.000000 Penalty: 5745.474121
	Iteration 25Q: 3 clusters Score -1.650668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -16506679.000000 Penalty: 5745.474121
	Iteration 26Q: 3 clusters Score -1.650668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -16506685.000000 Penalty: 5745.474121
	Iteration 27Q: 3 clusters Score -1.650668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -16506680.000000 Penalty: 5745.474121
	Iteration 28Q: 3 clusters Score -1.650668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -16506688.000000 Penalty: 5745.474121
	Iteration 29Q: 3 clusters Score -1.650669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -16506687.000000 Penalty: 5745.474121
	Iteration 30Q: 3 clusters Score -1.650669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -16506688.000000 Penalty: 5745.474121
	Iteration 31Q: 3 clusters Score -1.650669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -16506693.000000 Penalty: 5745.474121
	Iteration 32Q: 3 clusters Score -1.650669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -16506695.000000 Penalty: 5745.474121
	Iteration 33Q: 3 clusters Score -1.65067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -16506701.000000 Penalty: 5745.474121
	Iteration 34Q: 3 clusters Score -1.65067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -16506701.000000 Penalty: 5745.474121
	Iteration 35F: 3 clusters Score -1.65067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -85436.101562 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85436.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86422.250000 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -86422.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86960.140625 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86960.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87238.695312 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -87238.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87473.382812 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -87473.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87605.210938 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -87605.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87612.007812 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87612.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87613.835938 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87613.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87619.367188 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87619.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87619.367188 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -87619.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102047 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54500 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107325 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29816 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62604 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 542 members 
Entering Unmasked Estep 
Score: -137802144.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137803008.000000 to -137802144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Entering Unmasked Estep 
Score: -14465273.000000 Penalty: 2839.083740
	Iteration 0F: 2 clusters Score -1.446527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -14403230.000000 Penalty: 5678.167480
	Iteration 0F: 3 clusters Score -1.440323e+07 nChanged 44328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -14428611.000000 Penalty: 5678.167480
	Iteration 1F: 3 clusters Score -1.442861e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -14429523.000000 Penalty: 5678.167480
	Iteration 2Q: 3 clusters Score -1.442952e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -14430496.000000 Penalty: 5678.167480
	Iteration 3Q: 3 clusters Score -1.44305e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -14431662.000000 Penalty: 5678.167480
	Iteration 4Q: 3 clusters Score -1.443166e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -14433445.000000 Penalty: 5678.167480
	Iteration 5Q: 3 clusters Score -1.443344e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -14436681.000000 Penalty: 5678.167480
	Iteration 6F: 3 clusters Score -1.443668e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -14441863.000000 Penalty: 5678.167480
	Iteration 7F: 3 clusters Score -1.444186e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -14448973.000000 Penalty: 5678.167480
	Iteration 8F: 3 clusters Score -1.444897e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -14456103.000000 Penalty: 5678.167480
	Iteration 9F: 3 clusters Score -1.44561e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -14460387.000000 Penalty: 5678.167480
	Iteration 10Q: 3 clusters Score -1.446039e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14462068.000000 Penalty: 5678.167480
	Iteration 11Q: 3 clusters Score -1.446207e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14462600.000000 Penalty: 5678.167480
	Iteration 12Q: 3 clusters Score -1.44626e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14462773.000000 Penalty: 5678.167480
	Iteration 13Q: 3 clusters Score -1.446277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14462880.000000 Penalty: 5678.167480
	Iteration 14Q: 3 clusters Score -1.446288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14462931.000000 Penalty: 5678.167480
	Iteration 15Q: 3 clusters Score -1.446293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14462952.000000 Penalty: 5678.167480
	Iteration 16Q: 3 clusters Score -1.446295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14462945.000000 Penalty: 5678.167480
	Iteration 17Q: 3 clusters Score -1.446294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14462957.000000 Penalty: 5678.167480
	Iteration 18Q: 3 clusters Score -1.446296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14462975.000000 Penalty: 5678.167480
	Iteration 19Q: 3 clusters Score -1.446298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14462972.000000 Penalty: 5678.167480
	Iteration 20F: 3 clusters Score -1.446297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14462974.000000 Penalty: 5678.167480
	Iteration 21Q: 3 clusters Score -1.446297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14462976.000000 Penalty: 5678.167480
	Iteration 22Q: 3 clusters Score -1.446298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14462981.000000 Penalty: 5678.167480
	Iteration 23Q: 3 clusters Score -1.446298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14462986.000000 Penalty: 5678.167480
	Iteration 24Q: 3 clusters Score -1.446299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14462989.000000 Penalty: 5678.167480
	Iteration 25Q: 3 clusters Score -1.446299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14462984.000000 Penalty: 5678.167480
	Iteration 26Q: 3 clusters Score -1.446298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14462984.000000 Penalty: 5678.167480
	Iteration 27F: 3 clusters Score -1.446298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Entering Unmasked Estep 
Score: -2975575.750000 Penalty: 2451.913574
	Iteration 0F: 2 clusters Score -2975576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2961875.500000 Penalty: 4903.827148
	Iteration 0F: 3 clusters Score -2961876 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2966572.250000 Penalty: 4903.827148
	Iteration 1F: 3 clusters Score -2966572 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2966995.500000 Penalty: 4903.827148
	Iteration 2F: 3 clusters Score -2966996 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2967386.000000 Penalty: 4903.827148
	Iteration 3Q: 3 clusters Score -2967386 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2967815.500000 Penalty: 4903.827148
	Iteration 4Q: 3 clusters Score -2967816 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2968253.750000 Penalty: 4903.827148
	Iteration 5Q: 3 clusters Score -2968254 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2968790.500000 Penalty: 4903.827148
	Iteration 6F: 3 clusters Score -2968790 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2969456.750000 Penalty: 4903.827148
	Iteration 7F: 3 clusters Score -2969457 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2970162.000000 Penalty: 4903.827148
	Iteration 8F: 3 clusters Score -2970162 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2970876.250000 Penalty: 4903.827148
	Iteration 9F: 3 clusters Score -2970876 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2971503.250000 Penalty: 4903.827148
	Iteration 10Q: 3 clusters Score -2971503 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2972079.000000 Penalty: 4903.827148
	Iteration 11Q: 3 clusters Score -2972079 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2972490.500000 Penalty: 4903.827148
	Iteration 12Q: 3 clusters Score -2972490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2972822.250000 Penalty: 4903.827148
	Iteration 13Q: 3 clusters Score -2972822 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2973088.750000 Penalty: 4903.827148
	Iteration 14Q: 3 clusters Score -2973089 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2973285.750000 Penalty: 4903.827148
	Iteration 15Q: 3 clusters Score -2973286 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2973461.750000 Penalty: 4903.827148
	Iteration 16Q: 3 clusters Score -2973462 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2973607.750000 Penalty: 4903.827148
	Iteration 17Q: 3 clusters Score -2973608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2973709.250000 Penalty: 4903.827148
	Iteration 18Q: 3 clusters Score -2973709 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2973823.750000 Penalty: 4903.827148
	Iteration 19Q: 3 clusters Score -2973824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2973937.250000 Penalty: 4903.827148
	Iteration 20F: 3 clusters Score -2973937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2974036.750000 Penalty: 4903.827148
	Iteration 21Q: 3 clusters Score -2974037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2974104.500000 Penalty: 4903.827148
	Iteration 22Q: 3 clusters Score -2974104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2974154.000000 Penalty: 4903.827148
	Iteration 23Q: 3 clusters Score -2974154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2974170.000000 Penalty: 4903.827148
	Iteration 24Q: 3 clusters Score -2974170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2974187.750000 Penalty: 4903.827148
	Iteration 25Q: 3 clusters Score -2974188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2974197.000000 Penalty: 4903.827148
	Iteration 26Q: 3 clusters Score -2974197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2974204.500000 Penalty: 4903.827148
	Iteration 27Q: 3 clusters Score -2974204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2974206.250000 Penalty: 4903.827148
	Iteration 28Q: 3 clusters Score -2974206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2974212.500000 Penalty: 4903.827148
	Iteration 29Q: 3 clusters Score -2974212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2974215.000000 Penalty: 4903.827148
	Iteration 30Q: 3 clusters Score -2974215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2974215.750000 Penalty: 4903.827148
	Iteration 31Q: 3 clusters Score -2974216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2974213.250000 Penalty: 4903.827148
	Iteration 32Q: 3 clusters Score -2974213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2974211.750000 Penalty: 4903.827148
	Iteration 33Q: 3 clusters Score -2974212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2974212.750000 Penalty: 4903.827148
	Iteration 34Q: 3 clusters Score -2974213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2974211.750000 Penalty: 4903.827148
	Iteration 35Q: 3 clusters Score -2974212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2974211.500000 Penalty: 4903.827148
	Iteration 36Q: 3 clusters Score -2974212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2974211.250000 Penalty: 4903.827148
	Iteration 37Q: 3 clusters Score -2974211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2974211.250000 Penalty: 4903.827148
	Iteration 38F: 3 clusters Score -2974211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -55442.191406 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -55442.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54304.542969 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -54304.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54618.542969 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -54618.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54903.437500 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54903.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -55127.355469 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -55127.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -55268.488281 Penalty: 3084.425781
	Iteration 4F: 3 clusters Score -55268.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -55324.382812 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -55324.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -55344.457031 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -55344.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -55388.203125 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -55388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55409.328125 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -55409.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55409.328125 Penalty: 3084.425781
	Iteration 9F: 3 clusters Score -55409.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Entering Unmasked Estep 
Score: -4341604.000000 Penalty: 2555.094482
	Iteration 0F: 2 clusters Score -4341604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4321219.500000 Penalty: 5110.188965
	Iteration 0F: 3 clusters Score -4321220 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4328655.000000 Penalty: 5110.188965
	Iteration 1F: 3 clusters Score -4328655 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4329323.500000 Penalty: 5110.188965
	Iteration 2F: 3 clusters Score -4329324 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4330068.500000 Penalty: 5110.188965
	Iteration 3F: 3 clusters Score -4330068 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4330984.500000 Penalty: 5110.188965
	Iteration 4F: 3 clusters Score -4330984 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4331940.500000 Penalty: 5110.188965
	Iteration 5F: 3 clusters Score -4331940 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4333092.000000 Penalty: 5110.188965
	Iteration 6F: 3 clusters Score -4333092 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4334366.000000 Penalty: 5110.188965
	Iteration 7F: 3 clusters Score -4334366 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4335459.500000 Penalty: 5110.188965
	Iteration 8F: 3 clusters Score -4335460 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4336428.000000 Penalty: 5110.188965
	Iteration 9Q: 3 clusters Score -4336428 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -4337232.000000 Penalty: 5110.188965
	Iteration 10Q: 3 clusters Score -4337232 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4337885.500000 Penalty: 5110.188965
	Iteration 11Q: 3 clusters Score -4337886 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4338418.500000 Penalty: 5110.188965
	Iteration 12Q: 3 clusters Score -4338418 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4338804.500000 Penalty: 5110.188965
	Iteration 13Q: 3 clusters Score -4338804 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4339102.500000 Penalty: 5110.188965
	Iteration 14Q: 3 clusters Score -4339102 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4339338.500000 Penalty: 5110.188965
	Iteration 15Q: 3 clusters Score -4339338 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4339489.500000 Penalty: 5110.188965
	Iteration 16Q: 3 clusters Score -4339490 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4339609.000000 Penalty: 5110.188965
	Iteration 17Q: 3 clusters Score -4339609 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4339692.000000 Penalty: 5110.188965
	Iteration 18Q: 3 clusters Score -4339692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4339768.500000 Penalty: 5110.188965
	Iteration 19Q: 3 clusters Score -4339768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4339813.000000 Penalty: 5110.188965
	Iteration 20F: 3 clusters Score -4339813 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4339844.000000 Penalty: 5110.188965
	Iteration 21Q: 3 clusters Score -4339844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4339871.000000 Penalty: 5110.188965
	Iteration 22Q: 3 clusters Score -4339871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4339903.500000 Penalty: 5110.188965
	Iteration 23Q: 3 clusters Score -4339904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4339914.500000 Penalty: 5110.188965
	Iteration 24Q: 3 clusters Score -4339914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4339936.500000 Penalty: 5110.188965
	Iteration 25Q: 3 clusters Score -4339936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4339945.000000 Penalty: 5110.188965
	Iteration 26Q: 3 clusters Score -4339945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4339961.500000 Penalty: 5110.188965
	Iteration 27Q: 3 clusters Score -4339962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4339962.000000 Penalty: 5110.188965
	Iteration 28Q: 3 clusters Score -4339962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4339979.000000 Penalty: 5110.188965
	Iteration 29Q: 3 clusters Score -4339979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4339976.500000 Penalty: 5110.188965
	Iteration 30Q: 3 clusters Score -4339976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4339986.500000 Penalty: 5110.188965
	Iteration 31Q: 3 clusters Score -4339986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4339985.000000 Penalty: 5110.188965
	Iteration 32Q: 3 clusters Score -4339985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4339986.500000 Penalty: 5110.188965
	Iteration 33Q: 3 clusters Score -4339986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4339987.000000 Penalty: 5110.188965
	Iteration 34Q: 3 clusters Score -4339987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4340002.500000 Penalty: 5110.188965
	Iteration 35Q: 3 clusters Score -4340002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4340008.500000 Penalty: 5110.188965
	Iteration 36Q: 3 clusters Score -4340008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4340012.000000 Penalty: 5110.188965
	Iteration 37Q: 3 clusters Score -4340012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4340014.500000 Penalty: 5110.188965
	Iteration 38Q: 3 clusters Score -4340014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4340027.000000 Penalty: 5110.188965
	Iteration 39Q: 3 clusters Score -4340027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4340028.000000 Penalty: 5110.188965
	Iteration 40F: 3 clusters Score -4340028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4340021.000000 Penalty: 5110.188965
	Iteration 41Q: 3 clusters Score -4340021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4340026.000000 Penalty: 5110.188965
	Iteration 42Q: 3 clusters Score -4340026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4340032.000000 Penalty: 5110.188965
	Iteration 43Q: 3 clusters Score -4340032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4340028.000000 Penalty: 5110.188965
	Iteration 44Q: 3 clusters Score -4340028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4340034.000000 Penalty: 5110.188965
	Iteration 45Q: 3 clusters Score -4340034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4340026.500000 Penalty: 5110.188965
	Iteration 46Q: 3 clusters Score -4340026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4340033.500000 Penalty: 5110.188965
	Iteration 47Q: 3 clusters Score -4340034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4340031.000000 Penalty: 5110.188965
	Iteration 48Q: 3 clusters Score -4340031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4340033.500000 Penalty: 5110.188965
	Iteration 49Q: 3 clusters Score -4340034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4340036.000000 Penalty: 5110.188965
	Iteration 50Q: 3 clusters Score -4340036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4340035.500000 Penalty: 5110.188965
	Iteration 51Q: 3 clusters Score -4340036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4340041.500000 Penalty: 5110.188965
	Iteration 52Q: 3 clusters Score -4340042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4340037.500000 Penalty: 5110.188965
	Iteration 53Q: 3 clusters Score -4340038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4340039.500000 Penalty: 5110.188965
	Iteration 54Q: 3 clusters Score -4340040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4340046.500000 Penalty: 5110.188965
	Iteration 55Q: 3 clusters Score -4340046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4340049.500000 Penalty: 5110.188965
	Iteration 56Q: 3 clusters Score -4340050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4340045.000000 Penalty: 5110.188965
	Iteration 57Q: 3 clusters Score -4340045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4340047.000000 Penalty: 5110.188965
	Iteration 58Q: 3 clusters Score -4340047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4340052.500000 Penalty: 5110.188965
	Iteration 59Q: 3 clusters Score -4340052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4340057.500000 Penalty: 5110.188965
	Iteration 60F: 3 clusters Score -4340058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4340058.000000 Penalty: 5110.188965
	Iteration 61Q: 3 clusters Score -4340058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4340060.500000 Penalty: 5110.188965
	Iteration 62Q: 3 clusters Score -4340060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4340062.500000 Penalty: 5110.188965
	Iteration 63Q: 3 clusters Score -4340062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4340062.500000 Penalty: 5110.188965
	Iteration 64F: 3 clusters Score -4340062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -462649.062500 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -462649.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -459188.968750 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -459189 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -459938.687500 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -459938.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -460133.437500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -460133.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -460269.000000 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -460269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -460363.468750 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -460363.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -460463.218750 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -460463.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -460522.812500 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -460522.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -460578.750000 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -460578.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -460669.250000 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -460669.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -460785.250000 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -460785.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -460908.468750 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -460908.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -461075.750000 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -461075.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -461253.312500 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -461253.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -461433.343750 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -461433.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -461616.187500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -461616.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -461790.843750 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -461790.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -461907.718750 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -461907.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -461982.593750 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -461982.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -462012.937500 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -462012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -462025.750000 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -462025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -462037.156250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -462037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -462050.000000 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -462050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -462058.750000 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -462058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -462066.156250 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -462066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -462069.968750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -462070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -462075.031250 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -462075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -462076.312500 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -462076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -462078.687500 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -462078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -462079.625000 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -462079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -462079.625000 Penalty: 4027.664795
	Iteration 29F: 3 clusters Score -462079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1646413.125000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1646413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1638388.000000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1638388 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1640676.250000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1640676 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1640959.125000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1640959 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1641146.500000 Penalty: 4597.557617
	Iteration 3Q: 3 clusters Score -1641146 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1641272.250000 Penalty: 4597.557617
	Iteration 4Q: 3 clusters Score -1641272 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1641377.250000 Penalty: 4597.557617
	Iteration 5Q: 3 clusters Score -1641377 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1641478.000000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -1641478 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1641567.500000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -1641568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1641655.250000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1641655 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1641734.125000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1641734 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1641811.750000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1641812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1641895.125000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1641895 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1641985.875000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1641986 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1642079.625000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1642080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1642204.750000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1642205 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1642346.250000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1642346 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1642486.875000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1642487 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1642641.250000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1642641 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1642826.625000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1642827 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1643027.125000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1643027 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1643211.375000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1643211 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1643401.875000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1643402 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1643574.750000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1643575 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1643703.125000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1643703 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1643823.500000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1643824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1643934.500000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1643934 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1644013.875000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1644014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1644085.750000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1644086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1644144.500000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -1644144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1644197.875000 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -1644198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1644246.250000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -1644246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1644284.125000 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -1644284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1644308.500000 Penalty: 4597.557617
	Iteration 32Q: 3 clusters Score -1644308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1644332.125000 Penalty: 4597.557617
	Iteration 33Q: 3 clusters Score -1644332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1644354.625000 Penalty: 4597.557617
	Iteration 34Q: 3 clusters Score -1644355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1644371.750000 Penalty: 4597.557617
	Iteration 35Q: 3 clusters Score -1644372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1644381.625000 Penalty: 4597.557617
	Iteration 36Q: 3 clusters Score -1644382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1644398.125000 Penalty: 4597.557617
	Iteration 37Q: 3 clusters Score -1644398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1644404.875000 Penalty: 4597.557617
	Iteration 38Q: 3 clusters Score -1644405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1644422.750000 Penalty: 4597.557617
	Iteration 39Q: 3 clusters Score -1644423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1644435.375000 Penalty: 4597.557617
	Iteration 40F: 3 clusters Score -1644435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1644452.375000 Penalty: 4597.557617
	Iteration 41Q: 3 clusters Score -1644452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1644464.250000 Penalty: 4597.557617
	Iteration 42Q: 3 clusters Score -1644464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1644473.875000 Penalty: 4597.557617
	Iteration 43Q: 3 clusters Score -1644474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1644479.125000 Penalty: 4597.557617
	Iteration 44Q: 3 clusters Score -1644479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1644486.375000 Penalty: 4597.557617
	Iteration 45Q: 3 clusters Score -1644486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1644494.625000 Penalty: 4597.557617
	Iteration 46Q: 3 clusters Score -1644495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1644499.875000 Penalty: 4597.557617
	Iteration 47Q: 3 clusters Score -1644500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1644501.000000 Penalty: 4597.557617
	Iteration 48Q: 3 clusters Score -1644501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1644504.500000 Penalty: 4597.557617
	Iteration 49Q: 3 clusters Score -1644504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1644508.125000 Penalty: 4597.557617
	Iteration 50Q: 3 clusters Score -1644508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1644511.625000 Penalty: 4597.557617
	Iteration 51Q: 3 clusters Score -1644512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1644512.375000 Penalty: 4597.557617
	Iteration 52Q: 3 clusters Score -1644512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1644513.500000 Penalty: 4597.557617
	Iteration 53Q: 3 clusters Score -1644514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1644513.125000 Penalty: 4597.557617
	Iteration 54Q: 3 clusters Score -1644513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1644513.000000 Penalty: 4597.557617
	Iteration 55Q: 3 clusters Score -1644513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1644516.875000 Penalty: 4597.557617
	Iteration 56Q: 3 clusters Score -1644517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1644517.500000 Penalty: 4597.557617
	Iteration 57Q: 3 clusters Score -1644518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1644517.750000 Penalty: 4597.557617
	Iteration 58Q: 3 clusters Score -1644518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1644516.250000 Penalty: 4597.557617
	Iteration 59Q: 3 clusters Score -1644516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1644516.250000 Penalty: 4597.557617
	Iteration 60F: 3 clusters Score -1644516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Entering Unmasked Estep 
Score: -6451174.000000 Penalty: 2637.704102
	Iteration 0F: 2 clusters Score -6451174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -6422779.000000 Penalty: 5275.408203
	Iteration 0F: 3 clusters Score -6422779 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -6433373.500000 Penalty: 5275.408203
	Iteration 1F: 3 clusters Score -6433374 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6433882.000000 Penalty: 5275.408203
	Iteration 2Q: 3 clusters Score -6433882 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6434323.500000 Penalty: 5275.408203
	Iteration 3Q: 3 clusters Score -6434324 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6434744.500000 Penalty: 5275.408203
	Iteration 4Q: 3 clusters Score -6434744 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -6435203.000000 Penalty: 5275.408203
	Iteration 5Q: 3 clusters Score -6435203 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -6435714.000000 Penalty: 5275.408203
	Iteration 6Q: 3 clusters Score -6435714 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -6436331.500000 Penalty: 5275.408203
	Iteration 7Q: 3 clusters Score -6436332 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -6437122.500000 Penalty: 5275.408203
	Iteration 8Q: 3 clusters Score -6437122 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -6438126.000000 Penalty: 5275.408203
	Iteration 9Q: 3 clusters Score -6438126 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6439337.000000 Penalty: 5275.408203
	Iteration 10Q: 3 clusters Score -6439337 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6440834.500000 Penalty: 5275.408203
	Iteration 11F: 3 clusters Score -6440834 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -6442145.000000 Penalty: 5275.408203
	Iteration 12F: 3 clusters Score -6442145 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -6442945.500000 Penalty: 5275.408203
	Iteration 13Q: 3 clusters Score -6442946 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6443392.000000 Penalty: 5275.408203
	Iteration 14Q: 3 clusters Score -6443392 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6443588.000000 Penalty: 5275.408203
	Iteration 15Q: 3 clusters Score -6443588 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6443777.500000 Penalty: 5275.408203
	Iteration 16Q: 3 clusters Score -6443778 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6443875.500000 Penalty: 5275.408203
	Iteration 17Q: 3 clusters Score -6443876 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -6443953.000000 Penalty: 5275.408203
	Iteration 18Q: 3 clusters Score -6443953 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -6444028.500000 Penalty: 5275.408203
	Iteration 19Q: 3 clusters Score -6444028 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -6444143.000000 Penalty: 5275.408203
	Iteration 20F: 3 clusters Score -6444143 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -6444244.500000 Penalty: 5275.408203
	Iteration 21Q: 3 clusters Score -6444244 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -6444321.000000 Penalty: 5275.408203
	Iteration 22Q: 3 clusters Score -6444321 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6444379.000000 Penalty: 5275.408203
	Iteration 23Q: 3 clusters Score -6444379 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6444459.500000 Penalty: 5275.408203
	Iteration 24Q: 3 clusters Score -6444460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6444514.500000 Penalty: 5275.408203
	Iteration 25Q: 3 clusters Score -6444514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6444575.500000 Penalty: 5275.408203
	Iteration 26Q: 3 clusters Score -6444576 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -6444652.000000 Penalty: 5275.408203
	Iteration 27Q: 3 clusters Score -6444652 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -6444687.000000 Penalty: 5275.408203
	Iteration 28Q: 3 clusters Score -6444687 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6444712.500000 Penalty: 5275.408203
	Iteration 29Q: 3 clusters Score -6444712 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -6444768.500000 Penalty: 5275.408203
	Iteration 30Q: 3 clusters Score -6444768 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6444844.000000 Penalty: 5275.408203
	Iteration 31Q: 3 clusters Score -6444844 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -6444950.500000 Penalty: 5275.408203
	Iteration 32Q: 3 clusters Score -6444950 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -6445087.000000 Penalty: 5275.408203
	Iteration 33Q: 3 clusters Score -6445087 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6445177.000000 Penalty: 5275.408203
	Iteration 34Q: 3 clusters Score -6445177 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -6445260.000000 Penalty: 5275.408203
	Iteration 35Q: 3 clusters Score -6445260 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -6445333.000000 Penalty: 5275.408203
	Iteration 36Q: 3 clusters Score -6445333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -6445420.500000 Penalty: 5275.408203
	Iteration 37Q: 3 clusters Score -6445420 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -6445529.000000 Penalty: 5275.408203
	Iteration 38Q: 3 clusters Score -6445529 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6445616.000000 Penalty: 5275.408203
	Iteration 39Q: 3 clusters Score -6445616 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6445705.500000 Penalty: 5275.408203
	Iteration 40F: 3 clusters Score -6445706 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -6445800.000000 Penalty: 5275.408203
	Iteration 41Q: 3 clusters Score -6445800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -6445883.000000 Penalty: 5275.408203
	Iteration 42Q: 3 clusters Score -6445883 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -6446006.000000 Penalty: 5275.408203
	Iteration 43Q: 3 clusters Score -6446006 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6446131.000000 Penalty: 5275.408203
	Iteration 44Q: 3 clusters Score -6446131 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6446241.500000 Penalty: 5275.408203
	Iteration 45Q: 3 clusters Score -6446242 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6446373.000000 Penalty: 5275.408203
	Iteration 46Q: 3 clusters Score -6446373 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -6446545.000000 Penalty: 5275.408203
	Iteration 47Q: 3 clusters Score -6446545 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -6446675.000000 Penalty: 5275.408203
	Iteration 48Q: 3 clusters Score -6446675 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -6446895.000000 Penalty: 5275.408203
	Iteration 49Q: 3 clusters Score -6446895 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6447147.000000 Penalty: 5275.408203
	Iteration 50Q: 3 clusters Score -6447147 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6447334.000000 Penalty: 5275.408203
	Iteration 51Q: 3 clusters Score -6447334 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6447504.500000 Penalty: 5275.408203
	Iteration 52Q: 3 clusters Score -6447504 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6447681.500000 Penalty: 5275.408203
	Iteration 53Q: 3 clusters Score -6447682 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6447869.500000 Penalty: 5275.408203
	Iteration 54Q: 3 clusters Score -6447870 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6448051.500000 Penalty: 5275.408203
	Iteration 55Q: 3 clusters Score -6448052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6448185.000000 Penalty: 5275.408203
	Iteration 56Q: 3 clusters Score -6448185 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6448300.000000 Penalty: 5275.408203
	Iteration 57Q: 3 clusters Score -6448300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6448385.000000 Penalty: 5275.408203
	Iteration 58Q: 3 clusters Score -6448385 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6448468.000000 Penalty: 5275.408203
	Iteration 59Q: 3 clusters Score -6448468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6448535.000000 Penalty: 5275.408203
	Iteration 60F: 3 clusters Score -6448535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6448574.000000 Penalty: 5275.408203
	Iteration 61Q: 3 clusters Score -6448574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6448622.500000 Penalty: 5275.408203
	Iteration 62Q: 3 clusters Score -6448622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6448650.500000 Penalty: 5275.408203
	Iteration 63Q: 3 clusters Score -6448650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6448675.000000 Penalty: 5275.408203
	Iteration 64Q: 3 clusters Score -6448675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6448709.500000 Penalty: 5275.408203
	Iteration 65Q: 3 clusters Score -6448710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6448718.500000 Penalty: 5275.408203
	Iteration 66Q: 3 clusters Score -6448718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6448751.500000 Penalty: 5275.408203
	Iteration 67Q: 3 clusters Score -6448752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6448749.000000 Penalty: 5275.408203
	Iteration 68Q: 3 clusters Score -6448749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6448778.500000 Penalty: 5275.408203
	Iteration 69Q: 3 clusters Score -6448778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6448797.000000 Penalty: 5275.408203
	Iteration 70Q: 3 clusters Score -6448797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6448804.500000 Penalty: 5275.408203
	Iteration 71Q: 3 clusters Score -6448804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6448807.000000 Penalty: 5275.408203
	Iteration 72Q: 3 clusters Score -6448807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6448820.500000 Penalty: 5275.408203
	Iteration 73Q: 3 clusters Score -6448820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6448825.000000 Penalty: 5275.408203
	Iteration 74Q: 3 clusters Score -6448825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6448829.000000 Penalty: 5275.408203
	Iteration 75Q: 3 clusters Score -6448829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6448846.500000 Penalty: 5275.408203
	Iteration 76Q: 3 clusters Score -6448846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6448855.500000 Penalty: 5275.408203
	Iteration 77Q: 3 clusters Score -6448856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6448854.000000 Penalty: 5275.408203
	Iteration 78Q: 3 clusters Score -6448854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6448855.000000 Penalty: 5275.408203
	Iteration 79Q: 3 clusters Score -6448855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6448864.000000 Penalty: 5275.408203
	Iteration 80F: 3 clusters Score -6448864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6448868.500000 Penalty: 5275.408203
	Iteration 81Q: 3 clusters Score -6448868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6448870.000000 Penalty: 5275.408203
	Iteration 82Q: 3 clusters Score -6448870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6448867.000000 Penalty: 5275.408203
	Iteration 83Q: 3 clusters Score -6448867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6448876.000000 Penalty: 5275.408203
	Iteration 84Q: 3 clusters Score -6448876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6448882.000000 Penalty: 5275.408203
	Iteration 85Q: 3 clusters Score -6448882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6448883.500000 Penalty: 5275.408203
	Iteration 86Q: 3 clusters Score -6448884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6448889.000000 Penalty: 5275.408203
	Iteration 87Q: 3 clusters Score -6448889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6448895.500000 Penalty: 5275.408203
	Iteration 88Q: 3 clusters Score -6448896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6448896.500000 Penalty: 5275.408203
	Iteration 89Q: 3 clusters Score -6448896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6448907.500000 Penalty: 5275.408203
	Iteration 90Q: 3 clusters Score -6448908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6448914.000000 Penalty: 5275.408203
	Iteration 91Q: 3 clusters Score -6448914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6448917.000000 Penalty: 5275.408203
	Iteration 92Q: 3 clusters Score -6448917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6448921.500000 Penalty: 5275.408203
	Iteration 93Q: 3 clusters Score -6448922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6448919.500000 Penalty: 5275.408203
	Iteration 94Q: 3 clusters Score -6448920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6448919.500000 Penalty: 5275.408203
	Iteration 95F: 3 clusters Score -6448920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Entering Unmasked Estep 
Score: -9374244.000000 Penalty: 2728.673584
	Iteration 0F: 2 clusters Score -9374244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -9334064.000000 Penalty: 5457.347168
	Iteration 0F: 3 clusters Score -9334064 nChanged 27955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -9349504.000000 Penalty: 5457.347168
	Iteration 1F: 3 clusters Score -9349504 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -9349904.000000 Penalty: 5457.347168
	Iteration 2Q: 3 clusters Score -9349904 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -9350285.000000 Penalty: 5457.347168
	Iteration 3Q: 3 clusters Score -9350285 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -9350618.000000 Penalty: 5457.347168
	Iteration 4Q: 3 clusters Score -9350618 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -9351064.000000 Penalty: 5457.347168
	Iteration 5Q: 3 clusters Score -9351064 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -9351587.000000 Penalty: 5457.347168
	Iteration 6Q: 3 clusters Score -9351587 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9352221.000000 Penalty: 5457.347168
	Iteration 7Q: 3 clusters Score -9352221 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9353060.000000 Penalty: 5457.347168
	Iteration 8Q: 3 clusters Score -9353060 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9354181.000000 Penalty: 5457.347168
	Iteration 9Q: 3 clusters Score -9354181 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -9355937.000000 Penalty: 5457.347168
	Iteration 10F: 3 clusters Score -9355937 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -9358381.000000 Penalty: 5457.347168
	Iteration 11F: 3 clusters Score -9358381 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -9361358.000000 Penalty: 5457.347168
	Iteration 12F: 3 clusters Score -9361358 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9364211.000000 Penalty: 5457.347168
	Iteration 13F: 3 clusters Score -9364211 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -9366678.000000 Penalty: 5457.347168
	Iteration 14Q: 3 clusters Score -9366678 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -9368447.000000 Penalty: 5457.347168
	Iteration 15Q: 3 clusters Score -9368447 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -9369626.000000 Penalty: 5457.347168
	Iteration 16Q: 3 clusters Score -9369626 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -9370313.000000 Penalty: 5457.347168
	Iteration 17Q: 3 clusters Score -9370313 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -9370849.000000 Penalty: 5457.347168
	Iteration 18Q: 3 clusters Score -9370849 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -9371157.000000 Penalty: 5457.347168
	Iteration 19Q: 3 clusters Score -9371157 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -9371330.000000 Penalty: 5457.347168
	Iteration 20F: 3 clusters Score -9371330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -9371467.000000 Penalty: 5457.347168
	Iteration 21Q: 3 clusters Score -9371467 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -9371597.000000 Penalty: 5457.347168
	Iteration 22Q: 3 clusters Score -9371597 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -9371667.000000 Penalty: 5457.347168
	Iteration 23Q: 3 clusters Score -9371667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -9371721.000000 Penalty: 5457.347168
	Iteration 24Q: 3 clusters Score -9371721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -9371744.000000 Penalty: 5457.347168
	Iteration 25Q: 3 clusters Score -9371744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -9371768.000000 Penalty: 5457.347168
	Iteration 26Q: 3 clusters Score -9371768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -9371793.000000 Penalty: 5457.347168
	Iteration 27Q: 3 clusters Score -9371793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -9371807.000000 Penalty: 5457.347168
	Iteration 28Q: 3 clusters Score -9371807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -9371829.000000 Penalty: 5457.347168
	Iteration 29Q: 3 clusters Score -9371829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -9371846.000000 Penalty: 5457.347168
	Iteration 30Q: 3 clusters Score -9371846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -9371859.000000 Penalty: 5457.347168
	Iteration 31Q: 3 clusters Score -9371859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -9371858.000000 Penalty: 5457.347168
	Iteration 32Q: 3 clusters Score -9371858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -9371866.000000 Penalty: 5457.347168
	Iteration 33Q: 3 clusters Score -9371866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -9371872.000000 Penalty: 5457.347168
	Iteration 34Q: 3 clusters Score -9371872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -9371866.000000 Penalty: 5457.347168
	Iteration 35Q: 3 clusters Score -9371866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -9371862.000000 Penalty: 5457.347168
	Iteration 36Q: 3 clusters Score -9371862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -9371870.000000 Penalty: 5457.347168
	Iteration 37Q: 3 clusters Score -9371870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -9371871.000000 Penalty: 5457.347168
	Iteration 38Q: 3 clusters Score -9371871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -9371879.000000 Penalty: 5457.347168
	Iteration 39Q: 3 clusters Score -9371879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -9371875.000000 Penalty: 5457.347168
	Iteration 40F: 3 clusters Score -9371875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -9371883.000000 Penalty: 5457.347168
	Iteration 41Q: 3 clusters Score -9371883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -9371883.000000 Penalty: 5457.347168
	Iteration 42Q: 3 clusters Score -9371883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -9371883.000000 Penalty: 5457.347168
	Iteration 43Q: 3 clusters Score -9371883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -9371878.000000 Penalty: 5457.347168
	Iteration 44Q: 3 clusters Score -9371878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -9371876.000000 Penalty: 5457.347168
	Iteration 45Q: 3 clusters Score -9371876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -9371878.000000 Penalty: 5457.347168
	Iteration 46Q: 3 clusters Score -9371878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -9371879.000000 Penalty: 5457.347168
	Iteration 47Q: 3 clusters Score -9371879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -9371880.000000 Penalty: 5457.347168
	Iteration 48Q: 3 clusters Score -9371880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -9371880.000000 Penalty: 5457.347168
	Iteration 49Q: 3 clusters Score -9371880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -9371879.000000 Penalty: 5457.347168
	Iteration 50Q: 3 clusters Score -9371879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -9371879.000000 Penalty: 5457.347168
	Iteration 51Q: 3 clusters Score -9371879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -9371883.000000 Penalty: 5457.347168
	Iteration 52Q: 3 clusters Score -9371883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -9371876.000000 Penalty: 5457.347168
	Iteration 53Q: 3 clusters Score -9371876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -9371876.000000 Penalty: 5457.347168
	Iteration 54F: 3 clusters Score -9371876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Entering Unmasked Estep 
Score: -9633151.000000 Penalty: 2739.056885
	Iteration 0F: 2 clusters Score -9633151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -9591376.000000 Penalty: 5478.113770
	Iteration 0F: 3 clusters Score -9591376 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -9607403.000000 Penalty: 5478.113770
	Iteration 1F: 3 clusters Score -9607403 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -9607951.000000 Penalty: 5478.113770
	Iteration 2Q: 3 clusters Score -9607951 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -9608559.000000 Penalty: 5478.113770
	Iteration 3Q: 3 clusters Score -9608559 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -9609061.000000 Penalty: 5478.113770
	Iteration 4Q: 3 clusters Score -9609061 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -9609589.000000 Penalty: 5478.113770
	Iteration 5Q: 3 clusters Score -9609589 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -9610323.000000 Penalty: 5478.113770
	Iteration 6Q: 3 clusters Score -9610323 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -9611385.000000 Penalty: 5478.113770
	Iteration 7Q: 3 clusters Score -9611385 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -9612752.000000 Penalty: 5478.113770
	Iteration 8Q: 3 clusters Score -9612752 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -9614495.000000 Penalty: 5478.113770
	Iteration 9F: 3 clusters Score -9614495 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -9616721.000000 Penalty: 5478.113770
	Iteration 10F: 3 clusters Score -9616721 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -9619303.000000 Penalty: 5478.113770
	Iteration 11F: 3 clusters Score -9619303 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9621944.000000 Penalty: 5478.113770
	Iteration 12F: 3 clusters Score -9621944 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -9624103.000000 Penalty: 5478.113770
	Iteration 13Q: 3 clusters Score -9624103 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -9625538.000000 Penalty: 5478.113770
	Iteration 14Q: 3 clusters Score -9625538 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -9626605.000000 Penalty: 5478.113770
	Iteration 15Q: 3 clusters Score -9626605 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -9627516.000000 Penalty: 5478.113770
	Iteration 16Q: 3 clusters Score -9627516 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -9628466.000000 Penalty: 5478.113770
	Iteration 17Q: 3 clusters Score -9628466 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -9629376.000000 Penalty: 5478.113770
	Iteration 18Q: 3 clusters Score -9629376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -9629887.000000 Penalty: 5478.113770
	Iteration 19Q: 3 clusters Score -9629887 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -9630188.000000 Penalty: 5478.113770
	Iteration 20F: 3 clusters Score -9630188 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -9630303.000000 Penalty: 5478.113770
	Iteration 21Q: 3 clusters Score -9630303 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -9630357.000000 Penalty: 5478.113770
	Iteration 22Q: 3 clusters Score -9630357 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -9630418.000000 Penalty: 5478.113770
	Iteration 23Q: 3 clusters Score -9630418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -9630432.000000 Penalty: 5478.113770
	Iteration 24Q: 3 clusters Score -9630432 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -9630476.000000 Penalty: 5478.113770
	Iteration 25Q: 3 clusters Score -9630476 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -9630494.000000 Penalty: 5478.113770
	Iteration 26Q: 3 clusters Score -9630494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9630509 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -9630520.000000 Penalty: 5478.113770
	Iteration 28Q: 3 clusters Score -9630520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -9630548.000000 Penalty: 5478.113770
	Iteration 29Q: 3 clusters Score -9630548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9630546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -9630557.000000 Penalty: 5478.113770
	Iteration 31Q: 3 clusters Score -9630557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -9630560.000000 Penalty: 5478.113770
	Iteration 32Q: 3 clusters Score -9630560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -9630553.000000 Penalty: 5478.113770
	Iteration 33Q: 3 clusters Score -9630553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -9630585.000000 Penalty: 5478.113770
	Iteration 34Q: 3 clusters Score -9630585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -9630573.000000 Penalty: 5478.113770
	Iteration 35Q: 3 clusters Score -9630573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9630572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -9630567.000000 Penalty: 5478.113770
	Iteration 37Q: 3 clusters Score -9630567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -9630571.000000 Penalty: 5478.113770
	Iteration 38Q: 3 clusters Score -9630571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -9630584.000000 Penalty: 5478.113770
	Iteration 39Q: 3 clusters Score -9630584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -9630579.000000 Penalty: 5478.113770
	Iteration 40F: 3 clusters Score -9630579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9630584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -9630574.000000 Penalty: 5478.113770
	Iteration 42Q: 3 clusters Score -9630574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9630571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -9630572.000000 Penalty: 5478.113770
	Iteration 44Q: 3 clusters Score -9630572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9630584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -9630584.000000 Penalty: 5478.113770
	Iteration 46Q: 3 clusters Score -9630584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -9630596.000000 Penalty: 5478.113770
	Iteration 47Q: 3 clusters Score -9630596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -9630613.000000 Penalty: 5478.113770
	Iteration 48Q: 3 clusters Score -9630613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -9630616.000000 Penalty: 5478.113770
	Iteration 49Q: 3 clusters Score -9630616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -9630609.000000 Penalty: 5478.113770
	Iteration 50Q: 3 clusters Score -9630609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -9630607.000000 Penalty: 5478.113770
	Iteration 51Q: 3 clusters Score -9630607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9630600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -9630628.000000 Penalty: 5478.113770
	Iteration 53Q: 3 clusters Score -9630628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9630642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9630644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -9630640.000000 Penalty: 5478.113770
	Iteration 56Q: 3 clusters Score -9630640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9630639.000000 Penalty: 5478.113770
	Iteration 57Q: 3 clusters Score -9630639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9630647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9630658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9630677.000000 Penalty: 5478.113770
	Iteration 60F: 3 clusters Score -9630677 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -9630679.000000 Penalty: 5478.113770
	Iteration 61Q: 3 clusters Score -9630679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -9630669.000000 Penalty: 5478.113770
	Iteration 62Q: 3 clusters Score -9630669 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9630668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9630677 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -9630685.000000 Penalty: 5478.113770
	Iteration 65Q: 3 clusters Score -9630685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -9630695.000000 Penalty: 5478.113770
	Iteration 66Q: 3 clusters Score -9630695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -9630689.000000 Penalty: 5478.113770
	Iteration 67Q: 3 clusters Score -9630689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -9630680.000000 Penalty: 5478.113770
	Iteration 68Q: 3 clusters Score -9630680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9630669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9630695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -9630692.000000 Penalty: 5478.113770
	Iteration 71Q: 3 clusters Score -9630692 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -9630702.000000 Penalty: 5478.113770
	Iteration 72Q: 3 clusters Score -9630702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -9630684.000000 Penalty: 5478.113770
	Iteration 73Q: 3 clusters Score -9630684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -9630679.000000 Penalty: 5478.113770
	Iteration 74Q: 3 clusters Score -9630679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
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Entering Unmasked Estep 
Score: -9630671.000000 Penalty: 5478.113770
	Iteration 75Q: 3 clusters Score -9630671 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9630674 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11020 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9630677 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11057 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9630687 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9630693 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -9630696.000000 Penalty: 5478.113770
	Iteration 80F: 3 clusters Score -9630696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -9630686.000000 Penalty: 5478.113770
	Iteration 81Q: 3 clusters Score -9630686 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11165 members 
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Entering Unmasked Estep 
Score: -9630682.000000 Penalty: 5478.113770
	Iteration 82Q: 3 clusters Score -9630682 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11200 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9630683 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9630684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9630686 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -9630676.000000 Penalty: 5478.113770
	Iteration 86Q: 3 clusters Score -9630676 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9630671 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9630675.000000 Penalty: 5478.113770
	Iteration 88Q: 3 clusters Score -9630675 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -9630665.000000 Penalty: 5478.113770
	Iteration 89Q: 3 clusters Score -9630665 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11491 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9630687 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11532 members 
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Entering Unmasked Estep 
Score: -9630702.000000 Penalty: 5478.113770
	Iteration 91Q: 3 clusters Score -9630702 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11571 members 
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Entering Unmasked Estep 
Score: -9630701.000000 Penalty: 5478.113770
	Iteration 92Q: 3 clusters Score -9630701 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -9630697.000000 Penalty: 5478.113770
	Iteration 93Q: 3 clusters Score -9630697 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9630701 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11671 members 
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Entering Unmasked Estep 
Score: -9630715.000000 Penalty: 5478.113770
	Iteration 95Q: 3 clusters Score -9630715 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -9630716.000000 Penalty: 5478.113770
	Iteration 96Q: 3 clusters Score -9630716 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9630734 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -9630737.000000 Penalty: 5478.113770
	Iteration 98Q: 3 clusters Score -9630737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9630746 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -9630745.000000 Penalty: 5478.113770
	Iteration 100F: 3 clusters Score -9630745 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -9630751.000000 Penalty: 5478.113770
	Iteration 101Q: 3 clusters Score -9630751 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -9630759.000000 Penalty: 5478.113770
	Iteration 102Q: 3 clusters Score -9630759 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9630763 nChanged 9
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Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9630772 nChanged 11
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Mstep: Class 1 contains 11856 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9630772 nChanged 7
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Mstep: Class 1 contains 11863 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9630759 nChanged 8
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Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9630753.000000 Penalty: 5478.113770
	Iteration 107Q: 3 clusters Score -9630753 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9630765 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9630777 nChanged 14
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Mstep: Class 1 contains 11910 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9630773 nChanged 13
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Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9630787 nChanged 16
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Mstep: Class 1 contains 11939 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9630794 nChanged 12
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9630796 nChanged 10
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9630808 nChanged 9
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9630792 nChanged 5
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9630794 nChanged 4
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Mstep: Class 1 contains 11979 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9630789 nChanged 2
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9630789 nChanged 1
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Entering Unmasked Estep 
Score: -9630790.000000 Penalty: 5478.113770
	Iteration 119Q: 3 clusters Score -9630790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -9630787.000000 Penalty: 5478.113770
	Iteration 120F: 3 clusters Score -9630787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -9630793.000000 Penalty: 5478.113770
	Iteration 121Q: 3 clusters Score -9630793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9630798.000000 Penalty: 5478.113770
	Iteration 122Q: 3 clusters Score -9630798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9630796.000000 Penalty: 5478.113770
	Iteration 123Q: 3 clusters Score -9630796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9630796.000000 Penalty: 5478.113770
	Iteration 124F: 3 clusters Score -9630796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Entering Unmasked Estep 
Score: -15779558.000000 Penalty: 2859.605469
	Iteration 0F: 2 clusters Score -1.577956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -15715569.000000 Penalty: 5719.210938
	Iteration 0F: 3 clusters Score -1.571557e+07 nChanged 48288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -15742914.000000 Penalty: 5719.210938
	Iteration 1F: 3 clusters Score -1.574291e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -15743343.000000 Penalty: 5719.210938
	Iteration 2Q: 3 clusters Score -1.574334e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -15743736.000000 Penalty: 5719.210938
	Iteration 3Q: 3 clusters Score -1.574374e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -15744299.000000 Penalty: 5719.210938
	Iteration 4Q: 3 clusters Score -1.57443e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -15744810.000000 Penalty: 5719.210938
	Iteration 5Q: 3 clusters Score -1.574481e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -15745334.000000 Penalty: 5719.210938
	Iteration 6Q: 3 clusters Score -1.574533e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -15745902.000000 Penalty: 5719.210938
	Iteration 7Q: 3 clusters Score -1.57459e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -15746702.000000 Penalty: 5719.210938
	Iteration 8Q: 3 clusters Score -1.57467e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -15747911.000000 Penalty: 5719.210938
	Iteration 9Q: 3 clusters Score -1.574791e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -15749682.000000 Penalty: 5719.210938
	Iteration 10Q: 3 clusters Score -1.574968e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -15752465.000000 Penalty: 5719.210938
	Iteration 11Q: 3 clusters Score -1.575246e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -15756372.000000 Penalty: 5719.210938
	Iteration 12F: 3 clusters Score -1.575637e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -15761269.000000 Penalty: 5719.210938
	Iteration 13F: 3 clusters Score -1.576127e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -15766206.000000 Penalty: 5719.210938
	Iteration 14F: 3 clusters Score -1.576621e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -15769843.000000 Penalty: 5719.210938
	Iteration 15Q: 3 clusters Score -1.576984e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -15772306.000000 Penalty: 5719.210938
	Iteration 16Q: 3 clusters Score -1.577231e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -15773862.000000 Penalty: 5719.210938
	Iteration 17Q: 3 clusters Score -1.577386e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -15774934.000000 Penalty: 5719.210938
	Iteration 18Q: 3 clusters Score -1.577493e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -15775548.000000 Penalty: 5719.210938
	Iteration 19Q: 3 clusters Score -1.577555e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -15776004.000000 Penalty: 5719.210938
	Iteration 20F: 3 clusters Score -1.5776e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -15776237.000000 Penalty: 5719.210938
	Iteration 21Q: 3 clusters Score -1.577624e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -15776448.000000 Penalty: 5719.210938
	Iteration 22Q: 3 clusters Score -1.577645e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -15776624.000000 Penalty: 5719.210938
	Iteration 23Q: 3 clusters Score -1.577662e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -15776800.000000 Penalty: 5719.210938
	Iteration 24Q: 3 clusters Score -1.57768e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -15776923.000000 Penalty: 5719.210938
	Iteration 25Q: 3 clusters Score -1.577692e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -15777059.000000 Penalty: 5719.210938
	Iteration 26Q: 3 clusters Score -1.577706e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -15777172.000000 Penalty: 5719.210938
	Iteration 27Q: 3 clusters Score -1.577717e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -15777246.000000 Penalty: 5719.210938
	Iteration 28Q: 3 clusters Score -1.577725e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -15777244.000000 Penalty: 5719.210938
	Iteration 29Q: 3 clusters Score -1.577724e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -15777247.000000 Penalty: 5719.210938
	Iteration 30Q: 3 clusters Score -1.577725e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -15777284.000000 Penalty: 5719.210938
	Iteration 31Q: 3 clusters Score -1.577728e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -15777302.000000 Penalty: 5719.210938
	Iteration 32Q: 3 clusters Score -1.57773e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -15777316.000000 Penalty: 5719.210938
	Iteration 33Q: 3 clusters Score -1.577732e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -15777348.000000 Penalty: 5719.210938
	Iteration 34Q: 3 clusters Score -1.577735e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -15777347.000000 Penalty: 5719.210938
	Iteration 35Q: 3 clusters Score -1.577735e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -15777374.000000 Penalty: 5719.210938
	Iteration 36Q: 3 clusters Score -1.577737e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15777338.000000 Penalty: 5719.210938
	Iteration 37Q: 3 clusters Score -1.577734e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -15777369.000000 Penalty: 5719.210938
	Iteration 38Q: 3 clusters Score -1.577737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -15777364.000000 Penalty: 5719.210938
	Iteration 39Q: 3 clusters Score -1.577736e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -15777367.000000 Penalty: 5719.210938
	Iteration 40F: 3 clusters Score -1.577737e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -15777384.000000 Penalty: 5719.210938
	Iteration 41Q: 3 clusters Score -1.577738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15777397.000000 Penalty: 5719.210938
	Iteration 42Q: 3 clusters Score -1.57774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15777394.000000 Penalty: 5719.210938
	Iteration 43Q: 3 clusters Score -1.577739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -15777406.000000 Penalty: 5719.210938
	Iteration 44Q: 3 clusters Score -1.577741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -15777420.000000 Penalty: 5719.210938
	Iteration 45Q: 3 clusters Score -1.577742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15777442.000000 Penalty: 5719.210938
	Iteration 46Q: 3 clusters Score -1.577744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15777441.000000 Penalty: 5719.210938
	Iteration 47Q: 3 clusters Score -1.577744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -15777428.000000 Penalty: 5719.210938
	Iteration 48Q: 3 clusters Score -1.577743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -15777429.000000 Penalty: 5719.210938
	Iteration 49Q: 3 clusters Score -1.577743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15777432.000000 Penalty: 5719.210938
	Iteration 50Q: 3 clusters Score -1.577743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -15777431.000000 Penalty: 5719.210938
	Iteration 51Q: 3 clusters Score -1.577743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -15777445.000000 Penalty: 5719.210938
	Iteration 52Q: 3 clusters Score -1.577744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -15777442.000000 Penalty: 5719.210938
	Iteration 53Q: 3 clusters Score -1.577744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15777442.000000 Penalty: 5719.210938
	Iteration 54Q: 3 clusters Score -1.577744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15777450.000000 Penalty: 5719.210938
	Iteration 55Q: 3 clusters Score -1.577745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -15777448.000000 Penalty: 5719.210938
	Iteration 56Q: 3 clusters Score -1.577745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15777453.000000 Penalty: 5719.210938
	Iteration 57Q: 3 clusters Score -1.577745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15777440.000000 Penalty: 5719.210938
	Iteration 58Q: 3 clusters Score -1.577744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15777442.000000 Penalty: 5719.210938
	Iteration 59Q: 3 clusters Score -1.577744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15777450.000000 Penalty: 5719.210938
	Iteration 60F: 3 clusters Score -1.577745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -15777447.000000 Penalty: 5719.210938
	Iteration 61Q: 3 clusters Score -1.577745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -15777452.000000 Penalty: 5719.210938
	Iteration 62Q: 3 clusters Score -1.577745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15777448.000000 Penalty: 5719.210938
	Iteration 63Q: 3 clusters Score -1.577745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15777444.000000 Penalty: 5719.210938
	Iteration 64Q: 3 clusters Score -1.577744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15777451.000000 Penalty: 5719.210938
	Iteration 65Q: 3 clusters Score -1.577745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -15777459.000000 Penalty: 5719.210938
	Iteration 66Q: 3 clusters Score -1.577746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -15777472.000000 Penalty: 5719.210938
	Iteration 67Q: 3 clusters Score -1.577747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -15777476.000000 Penalty: 5719.210938
	Iteration 68Q: 3 clusters Score -1.577748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15777475.000000 Penalty: 5719.210938
	Iteration 69Q: 3 clusters Score -1.577748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -15777470.000000 Penalty: 5719.210938
	Iteration 70Q: 3 clusters Score -1.577747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -15777470.000000 Penalty: 5719.210938
	Iteration 71Q: 3 clusters Score -1.577747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -15777475.000000 Penalty: 5719.210938
	Iteration 72Q: 3 clusters Score -1.577748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -15777490.000000 Penalty: 5719.210938
	Iteration 73Q: 3 clusters Score -1.577749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -15777497.000000 Penalty: 5719.210938
	Iteration 74Q: 3 clusters Score -1.57775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -15777486.000000 Penalty: 5719.210938
	Iteration 75Q: 3 clusters Score -1.577749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -15777493.000000 Penalty: 5719.210938
	Iteration 76Q: 3 clusters Score -1.577749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -15777479.000000 Penalty: 5719.210938
	Iteration 77Q: 3 clusters Score -1.577748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15777480.000000 Penalty: 5719.210938
	Iteration 78Q: 3 clusters Score -1.577748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -15777490.000000 Penalty: 5719.210938
	Iteration 79Q: 3 clusters Score -1.577749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15777504.000000 Penalty: 5719.210938
	Iteration 80F: 3 clusters Score -1.57775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -15777511.000000 Penalty: 5719.210938
	Iteration 81Q: 3 clusters Score -1.577751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -15777505.000000 Penalty: 5719.210938
	Iteration 82Q: 3 clusters Score -1.57775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -15777510.000000 Penalty: 5719.210938
	Iteration 83Q: 3 clusters Score -1.577751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15777506.000000 Penalty: 5719.210938
	Iteration 84Q: 3 clusters Score -1.577751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -15777492.000000 Penalty: 5719.210938
	Iteration 85Q: 3 clusters Score -1.577749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15777502.000000 Penalty: 5719.210938
	Iteration 86Q: 3 clusters Score -1.57775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15777504.000000 Penalty: 5719.210938
	Iteration 87Q: 3 clusters Score -1.57775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15777498.000000 Penalty: 5719.210938
	Iteration 88Q: 3 clusters Score -1.57775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -15777506.000000 Penalty: 5719.210938
	Iteration 89Q: 3 clusters Score -1.577751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -15777504.000000 Penalty: 5719.210938
	Iteration 90Q: 3 clusters Score -1.57775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -15777512.000000 Penalty: 5719.210938
	Iteration 91Q: 3 clusters Score -1.577751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99552 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -15777516.000000 Penalty: 5719.210938
	Iteration 92Q: 3 clusters Score -1.577752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15777520.000000 Penalty: 5719.210938
	Iteration 93Q: 3 clusters Score -1.577752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -15777523.000000 Penalty: 5719.210938
	Iteration 94Q: 3 clusters Score -1.577752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -15777528.000000 Penalty: 5719.210938
	Iteration 95Q: 3 clusters Score -1.577753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -15777526.000000 Penalty: 5719.210938
	Iteration 96Q: 3 clusters Score -1.577753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15777527.000000 Penalty: 5719.210938
	Iteration 97Q: 3 clusters Score -1.577753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15777531.000000 Penalty: 5719.210938
	Iteration 98Q: 3 clusters Score -1.577753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -15777529.000000 Penalty: 5719.210938
	Iteration 99Q: 3 clusters Score -1.577753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -15777527.000000 Penalty: 5719.210938
	Iteration 100F: 3 clusters Score -1.577753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15777531.000000 Penalty: 5719.210938
	Iteration 101Q: 3 clusters Score -1.577753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15777531.000000 Penalty: 5719.210938
	Iteration 102F: 3 clusters Score -1.577753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 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 553 members 
Entering Unmasked Estep 
Score: -150650.531250 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150650.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151255.593750 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -151255.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151662.781250 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151662.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151905.984375 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -151906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152108.187500 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -152108.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152287.265625 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -152287.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152378.531250 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -152378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152421.000000 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -152421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152447.640625 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -152447.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152487.062500 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -152487.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152521.531250 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -152521.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152575.671875 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -152575.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152613.328125 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -152613.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152641.015625 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -152641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152678.031250 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -152678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152754.953125 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -152755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153013.875000 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -153013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153232.234375 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -153232.2 nChanged 4
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: -153259.453125 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -153259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153263.718750 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -153263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153269.531250 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -153269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153276.859375 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -153276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153277.406250 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -153277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153277.406250 Penalty: 3474.421387
	Iteration 23F: 3 clusters Score -153277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102047 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54500 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107325 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29816 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62604 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 545 members 
Entering Unmasked Estep 
Score: -137802128.000000 Penalty: 91921.562500
Splitting cluster 26 changes total score from -137803008.000000 to -137802128.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102047 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54500 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107325 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93706 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29816 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62604 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 399Q: 27 clusters Score -1.378031e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 104090 members 
Mstep: Class 3 contains 102049 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33211 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54498 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107335 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93696 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29818 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 41610 members 
Mstep: Class 23 contains 60038 members 
Mstep: Class 24 contains 62599 members 
Mstep: Class 25 contains 101786 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803232.000000 Penalty: 88517.062500
Iteration 400F: 27 clusters Score -1.378032e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 104086 members 
Mstep: Class 3 contains 102064 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33211 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107337 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29820 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 41612 members 
Mstep: Class 23 contains 60042 members 
Mstep: Class 24 contains 62602 members 
Mstep: Class 25 contains 101781 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803136.000000 Penalty: 88517.062500
Iteration 401Q: 27 clusters Score -1.378031e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 104084 members 
Mstep: Class 3 contains 102075 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107350 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93681 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29819 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 41613 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 62596 members 
Mstep: Class 25 contains 101777 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 402Q: 27 clusters Score -1.378031e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 104081 members 
Mstep: Class 3 contains 102093 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33210 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107352 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93672 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29818 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 41612 members 
Mstep: Class 23 contains 60040 members 
Mstep: Class 24 contains 62591 members 
Mstep: Class 25 contains 101776 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803120.000000 Penalty: 88517.062500
Iteration 403Q: 27 clusters Score -1.378031e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 104081 members 
Mstep: Class 3 contains 102095 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 33210 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107359 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93674 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29818 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 41611 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62587 members 
Mstep: Class 25 contains 101772 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803104.000000 Penalty: 88517.062500
Iteration 404Q: 27 clusters Score -1.378031e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 104086 members 
Mstep: Class 3 contains 102096 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 33210 members 
Mstep: Class 6 contains 10982 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54488 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107365 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93673 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29818 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10605 members 
Mstep: Class 22 contains 41614 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62583 members 
Mstep: Class 25 contains 101774 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 405Q: 27 clusters Score -1.378031e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 104084 members 
Mstep: Class 3 contains 102102 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54487 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107369 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93677 members 
Mstep: Class 17 contains 19671 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29817 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10601 members 
Mstep: Class 22 contains 41619 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62576 members 
Mstep: Class 25 contains 101768 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 406Q: 27 clusters Score -1.37803e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 104078 members 
Mstep: Class 3 contains 102108 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54484 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107385 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93674 members 
Mstep: Class 17 contains 19675 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29815 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 41621 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62574 members 
Mstep: Class 25 contains 101757 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803072.000000 Penalty: 88517.062500
Iteration 407Q: 27 clusters Score -1.378031e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 104072 members 
Mstep: Class 3 contains 102125 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54482 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107390 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93669 members 
Mstep: Class 17 contains 19676 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29817 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 41621 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62573 members 
Mstep: Class 25 contains 101751 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 88517.062500
Iteration 408Q: 27 clusters Score -1.37803e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 104068 members 
Mstep: Class 3 contains 102124 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54479 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107399 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93674 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29817 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10597 members 
Mstep: Class 22 contains 41628 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62565 members 
Mstep: Class 25 contains 101747 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803104.000000 Penalty: 88517.062500
Iteration 409Q: 27 clusters Score -1.378031e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 104060 members 
Mstep: Class 3 contains 102118 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54478 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107405 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29819 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 60042 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 101747 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803120.000000 Penalty: 88517.062500
Iteration 410Q: 27 clusters Score -1.378031e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 104057 members 
Mstep: Class 3 contains 102115 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54476 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107407 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93694 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29821 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10593 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 60043 members 
Mstep: Class 24 contains 62553 members 
Mstep: Class 25 contains 101748 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 411Q: 27 clusters Score -1.378031e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 104056 members 
Mstep: Class 3 contains 102115 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54471 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 107428 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93690 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29823 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41626 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 62549 members 
Mstep: Class 25 contains 101752 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 412Q: 27 clusters Score -1.37803e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104044 members 
Mstep: Class 3 contains 102119 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54473 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107434 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29828 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10590 members 
Mstep: Class 22 contains 41625 members 
Mstep: Class 23 contains 60038 members 
Mstep: Class 24 contains 62551 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 413Q: 27 clusters Score -1.37803e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104024 members 
Mstep: Class 3 contains 102142 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 10985 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54470 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107443 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29828 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10589 members 
Mstep: Class 22 contains 41624 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62549 members 
Mstep: Class 25 contains 101758 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 414Q: 27 clusters Score -1.378029e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104029 members 
Mstep: Class 3 contains 102142 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54465 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107445 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19677 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29828 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41627 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62551 members 
Mstep: Class 25 contains 101759 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 415Q: 27 clusters Score -1.378029e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104027 members 
Mstep: Class 3 contains 102143 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54457 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107454 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29827 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62550 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 416Q: 27 clusters Score -1.378027e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 104029 members 
Mstep: Class 3 contains 102140 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54449 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107464 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29827 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41634 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62550 members 
Mstep: Class 25 contains 101748 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802848.000000 Penalty: 88517.062500
Iteration 417Q: 27 clusters Score -1.378028e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 104026 members 
Mstep: Class 3 contains 102140 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54443 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107467 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93690 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29828 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41633 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62553 members 
Mstep: Class 25 contains 101748 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 418Q: 27 clusters Score -1.378029e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104031 members 
Mstep: Class 3 contains 102138 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54438 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107471 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41633 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62553 members 
Mstep: Class 25 contains 101748 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 419Q: 27 clusters Score -1.37803e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 104033 members 
Mstep: Class 3 contains 102139 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54435 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107473 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41635 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 62554 members 
Mstep: Class 25 contains 101744 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 420F: 27 clusters Score -1.378029e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104033 members 
Mstep: Class 3 contains 102143 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54430 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107474 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 41636 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62553 members 
Mstep: Class 25 contains 101745 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 421Q: 27 clusters Score -1.378029e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 104032 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54425 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107477 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29834 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 41635 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62548 members 
Mstep: Class 25 contains 101744 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 422Q: 27 clusters Score -1.378029e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104025 members 
Mstep: Class 3 contains 102148 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54422 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107475 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29834 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 41640 members 
Mstep: Class 23 contains 60038 members 
Mstep: Class 24 contains 62547 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802992.000000 Penalty: 88517.062500
Iteration 423Q: 27 clusters Score -1.37803e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104028 members 
Mstep: Class 3 contains 102150 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54417 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107477 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93684 members 
Mstep: Class 17 contains 19679 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29836 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10594 members 
Mstep: Class 22 contains 41646 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62546 members 
Mstep: Class 25 contains 101752 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802960.000000 Penalty: 88517.062500
Iteration 424Q: 27 clusters Score -1.37803e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104032 members 
Mstep: Class 3 contains 102143 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54410 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107473 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29836 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10594 members 
Mstep: Class 22 contains 41652 members 
Mstep: Class 23 contains 60042 members 
Mstep: Class 24 contains 62545 members 
Mstep: Class 25 contains 101756 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 425Q: 27 clusters Score -1.37803e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 104042 members 
Mstep: Class 3 contains 102141 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54404 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107471 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41660 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 62539 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803040.000000 Penalty: 88517.062500
Iteration 426Q: 27 clusters Score -1.37803e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104045 members 
Mstep: Class 3 contains 102142 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54402 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107471 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10594 members 
Mstep: Class 22 contains 41661 members 
Mstep: Class 23 contains 60041 members 
Mstep: Class 24 contains 62531 members 
Mstep: Class 25 contains 101758 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803056.000000 Penalty: 88517.062500
Iteration 427Q: 27 clusters Score -1.378031e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 104044 members 
Mstep: Class 3 contains 102142 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54404 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107473 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10594 members 
Mstep: Class 22 contains 41661 members 
Mstep: Class 23 contains 60042 members 
Mstep: Class 24 contains 62524 members 
Mstep: Class 25 contains 101759 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803024.000000 Penalty: 88517.062500
Iteration 428Q: 27 clusters Score -1.37803e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 104042 members 
Mstep: Class 3 contains 102143 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54399 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107478 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41660 members 
Mstep: Class 23 contains 60039 members 
Mstep: Class 24 contains 62523 members 
Mstep: Class 25 contains 101763 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803008.000000 Penalty: 88517.062500
Iteration 429Q: 27 clusters Score -1.37803e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104041 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54394 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107481 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93694 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10593 members 
Mstep: Class 22 contains 41662 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62522 members 
Mstep: Class 25 contains 101759 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 430Q: 27 clusters Score -1.378031e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 104042 members 
Mstep: Class 3 contains 102155 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54391 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107479 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62521 members 
Mstep: Class 25 contains 101753 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803168.000000 Penalty: 88517.062500
Iteration 431Q: 27 clusters Score -1.378032e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104046 members 
Mstep: Class 3 contains 102154 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54387 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107475 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62519 members 
Mstep: Class 25 contains 101752 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803232.000000 Penalty: 88517.062500
Iteration 432Q: 27 clusters Score -1.378032e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104054 members 
Mstep: Class 3 contains 102151 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54387 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107469 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10590 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101749 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803248.000000 Penalty: 88517.062500
Iteration 433Q: 27 clusters Score -1.378032e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104059 members 
Mstep: Class 3 contains 102152 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54382 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107475 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93697 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10590 members 
Mstep: Class 22 contains 41672 members 
Mstep: Class 23 contains 60037 members 
Mstep: Class 24 contains 62512 members 
Mstep: Class 25 contains 101747 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803184.000000 Penalty: 88517.062500
Iteration 434Q: 27 clusters Score -1.378032e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104065 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54380 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107470 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93700 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10590 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62512 members 
Mstep: Class 25 contains 101751 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803184.000000 Penalty: 88517.062500
Iteration 435Q: 27 clusters Score -1.378032e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104067 members 
Mstep: Class 3 contains 102146 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107475 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93694 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101752 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803120.000000 Penalty: 88517.062500
Iteration 436Q: 27 clusters Score -1.378031e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104067 members 
Mstep: Class 3 contains 102149 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54379 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107476 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93691 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62512 members 
Mstep: Class 25 contains 101753 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803200.000000 Penalty: 88517.062500
Iteration 437Q: 27 clusters Score -1.378032e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104071 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54379 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107482 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60033 members 
Mstep: Class 24 contains 62511 members 
Mstep: Class 25 contains 101749 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803104.000000 Penalty: 88517.062500
Iteration 438Q: 27 clusters Score -1.378031e+08 nChanged 68
Entering ConstructFrom: 
Score: -137803104.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Entering Unmasked Estep 
Score: -1157924.125000 Penalty: 2212.852295
	Iteration 0F: 2 clusters Score -1157924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1151843.750000 Penalty: 4425.704590
	Iteration 0F: 3 clusters Score -1151844 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1153403.375000 Penalty: 4425.704590
	Iteration 1F: 3 clusters Score -1153403 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1153685.375000 Penalty: 4425.704590
	Iteration 2F: 3 clusters Score -1153685 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1153915.625000 Penalty: 4425.704590
	Iteration 3F: 3 clusters Score -1153916 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1154122.625000 Penalty: 4425.704590
	Iteration 4Q: 3 clusters Score -1154123 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1154324.500000 Penalty: 4425.704590
	Iteration 5Q: 3 clusters Score -1154324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1154491.875000 Penalty: 4425.704590
	Iteration 6Q: 3 clusters Score -1154492 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1154680.625000 Penalty: 4425.704590
	Iteration 7Q: 3 clusters Score -1154681 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1154886.125000 Penalty: 4425.704590
	Iteration 8Q: 3 clusters Score -1154886 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1155125.250000 Penalty: 4425.704590
	Iteration 9Q: 3 clusters Score -1155125 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1155381.750000 Penalty: 4425.704590
	Iteration 10Q: 3 clusters Score -1155382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1155573.500000 Penalty: 4425.704590
	Iteration 11Q: 3 clusters Score -1155574 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1155733.500000 Penalty: 4425.704590
	Iteration 12Q: 3 clusters Score -1155734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1155847.875000 Penalty: 4425.704590
	Iteration 13Q: 3 clusters Score -1155848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1155920.500000 Penalty: 4425.704590
	Iteration 14Q: 3 clusters Score -1155920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1155976.875000 Penalty: 4425.704590
	Iteration 15Q: 3 clusters Score -1155977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1156034.625000 Penalty: 4425.704590
	Iteration 16Q: 3 clusters Score -1156035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1156083.875000 Penalty: 4425.704590
	Iteration 17Q: 3 clusters Score -1156084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1156125.625000 Penalty: 4425.704590
	Iteration 18Q: 3 clusters Score -1156126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1156151.875000 Penalty: 4425.704590
	Iteration 19Q: 3 clusters Score -1156152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1156177.750000 Penalty: 4425.704590
	Iteration 20F: 3 clusters Score -1156178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1156191.500000 Penalty: 4425.704590
	Iteration 21Q: 3 clusters Score -1156192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1156199.625000 Penalty: 4425.704590
	Iteration 22Q: 3 clusters Score -1156200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1156210.125000 Penalty: 4425.704590
	Iteration 23Q: 3 clusters Score -1156210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1156217.250000 Penalty: 4425.704590
	Iteration 24Q: 3 clusters Score -1156217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1156222.625000 Penalty: 4425.704590
	Iteration 25Q: 3 clusters Score -1156223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1156225.750000 Penalty: 4425.704590
	Iteration 26Q: 3 clusters Score -1156226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1156228.125000 Penalty: 4425.704590
	Iteration 27Q: 3 clusters Score -1156228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1156229.875000 Penalty: 4425.704590
	Iteration 28Q: 3 clusters Score -1156230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1156233.375000 Penalty: 4425.704590
	Iteration 29Q: 3 clusters Score -1156233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1156233.500000 Penalty: 4425.704590
	Iteration 30Q: 3 clusters Score -1156234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1156235.250000 Penalty: 4425.704590
	Iteration 31Q: 3 clusters Score -1156235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1156237.000000 Penalty: 4425.704590
	Iteration 32Q: 3 clusters Score -1156237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1156236.250000 Penalty: 4425.704590
	Iteration 33Q: 3 clusters Score -1156236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1156239.000000 Penalty: 4425.704590
	Iteration 34Q: 3 clusters Score -1156239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1156239.000000 Penalty: 4425.704590
	Iteration 35F: 3 clusters Score -1156239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Entering Unmasked Estep 
Score: -16003440.000000 Penalty: 2865.099121
	Iteration 0F: 2 clusters Score -1.600344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -15935314.000000 Penalty: 5730.198242
	Iteration 0F: 3 clusters Score -1.593531e+07 nChanged 49234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -15963529.000000 Penalty: 5730.198242
	Iteration 1F: 3 clusters Score -1.596353e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -15964348.000000 Penalty: 5730.198242
	Iteration 2Q: 3 clusters Score -1.596435e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -15965524.000000 Penalty: 5730.198242
	Iteration 3Q: 3 clusters Score -1.596552e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -15967264.000000 Penalty: 5730.198242
	Iteration 4Q: 3 clusters Score -1.596726e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -15970059.000000 Penalty: 5730.198242
	Iteration 5Q: 3 clusters Score -1.597006e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -15973594.000000 Penalty: 5730.198242
	Iteration 6F: 3 clusters Score -1.597359e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -15978429.000000 Penalty: 5730.198242
	Iteration 7F: 3 clusters Score -1.597843e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -15983744.000000 Penalty: 5730.198242
	Iteration 8F: 3 clusters Score -1.598374e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -15988208.000000 Penalty: 5730.198242
	Iteration 9F: 3 clusters Score -1.598821e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -15991488.000000 Penalty: 5730.198242
	Iteration 10Q: 3 clusters Score -1.599149e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -15993578.000000 Penalty: 5730.198242
	Iteration 11Q: 3 clusters Score -1.599358e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -15994887.000000 Penalty: 5730.198242
	Iteration 12Q: 3 clusters Score -1.599489e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -15995808.000000 Penalty: 5730.198242
	Iteration 13Q: 3 clusters Score -1.599581e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -15996464.000000 Penalty: 5730.198242
	Iteration 14Q: 3 clusters Score -1.599646e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -15997166.000000 Penalty: 5730.198242
	Iteration 15Q: 3 clusters Score -1.599717e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -15997738.000000 Penalty: 5730.198242
	Iteration 16Q: 3 clusters Score -1.599774e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -15998276.000000 Penalty: 5730.198242
	Iteration 17Q: 3 clusters Score -1.599828e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -15998838.000000 Penalty: 5730.198242
	Iteration 18Q: 3 clusters Score -1.599884e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -15999299.000000 Penalty: 5730.198242
	Iteration 19Q: 3 clusters Score -1.59993e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -15999610.000000 Penalty: 5730.198242
	Iteration 20F: 3 clusters Score -1.599961e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15999871.000000 Penalty: 5730.198242
	Iteration 21Q: 3 clusters Score -1.599987e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -16000125.000000 Penalty: 5730.198242
	Iteration 22Q: 3 clusters Score -1.600012e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -16000264.000000 Penalty: 5730.198242
	Iteration 23Q: 3 clusters Score -1.600026e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16000355.000000 Penalty: 5730.198242
	Iteration 24Q: 3 clusters Score -1.600036e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -16000497.000000 Penalty: 5730.198242
	Iteration 25Q: 3 clusters Score -1.60005e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -16000687.000000 Penalty: 5730.198242
	Iteration 26Q: 3 clusters Score -1.600069e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -16000760.000000 Penalty: 5730.198242
	Iteration 27Q: 3 clusters Score -1.600076e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16000826.000000 Penalty: 5730.198242
	Iteration 28Q: 3 clusters Score -1.600083e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16000884.000000 Penalty: 5730.198242
	Iteration 29Q: 3 clusters Score -1.600088e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16000923.000000 Penalty: 5730.198242
	Iteration 30Q: 3 clusters Score -1.600092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16000957.000000 Penalty: 5730.198242
	Iteration 31Q: 3 clusters Score -1.600096e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16000992.000000 Penalty: 5730.198242
	Iteration 32Q: 3 clusters Score -1.600099e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16001040.000000 Penalty: 5730.198242
	Iteration 33Q: 3 clusters Score -1.600104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16001067.000000 Penalty: 5730.198242
	Iteration 34Q: 3 clusters Score -1.600107e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16001077.000000 Penalty: 5730.198242
	Iteration 35Q: 3 clusters Score -1.600108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16001066.000000 Penalty: 5730.198242
	Iteration 36Q: 3 clusters Score -1.600107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16001073.000000 Penalty: 5730.198242
	Iteration 37Q: 3 clusters Score -1.600107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16001076.000000 Penalty: 5730.198242
	Iteration 38Q: 3 clusters Score -1.600108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -16001092.000000 Penalty: 5730.198242
	Iteration 39Q: 3 clusters Score -1.600109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16001104.000000 Penalty: 5730.198242
	Iteration 40F: 3 clusters Score -1.60011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16001109.000000 Penalty: 5730.198242
	Iteration 41Q: 3 clusters Score -1.600111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16001123.000000 Penalty: 5730.198242
	Iteration 42Q: 3 clusters Score -1.600112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16001120.000000 Penalty: 5730.198242
	Iteration 43Q: 3 clusters Score -1.600112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16001117.000000 Penalty: 5730.198242
	Iteration 44Q: 3 clusters Score -1.600112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16001115.000000 Penalty: 5730.198242
	Iteration 45Q: 3 clusters Score -1.600112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16001114.000000 Penalty: 5730.198242
	Iteration 46Q: 3 clusters Score -1.600111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16001124.000000 Penalty: 5730.198242
	Iteration 47Q: 3 clusters Score -1.600112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16001122.000000 Penalty: 5730.198242
	Iteration 48Q: 3 clusters Score -1.600112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16001131.000000 Penalty: 5730.198242
	Iteration 49Q: 3 clusters Score -1.600113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16001128.000000 Penalty: 5730.198242
	Iteration 50Q: 3 clusters Score -1.600113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16001136.000000 Penalty: 5730.198242
	Iteration 51Q: 3 clusters Score -1.600114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16001125.000000 Penalty: 5730.198242
	Iteration 52Q: 3 clusters Score -1.600112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16001142.000000 Penalty: 5730.198242
	Iteration 53Q: 3 clusters Score -1.600114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16001142.000000 Penalty: 5730.198242
	Iteration 54F: 3 clusters Score -1.600114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Entering Unmasked Estep 
Score: -15804813.000000 Penalty: 2860.456787
	Iteration 0F: 2 clusters Score -1.580481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -15738236.000000 Penalty: 5720.913574
	Iteration 0F: 3 clusters Score -1.573824e+07 nChanged 48268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -15765775.000000 Penalty: 5720.913574
	Iteration 1F: 3 clusters Score -1.576578e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -15766707.000000 Penalty: 5720.913574
	Iteration 2Q: 3 clusters Score -1.576671e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -15768100.000000 Penalty: 5720.913574
	Iteration 3Q: 3 clusters Score -1.57681e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -15770096.000000 Penalty: 5720.913574
	Iteration 4Q: 3 clusters Score -1.57701e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -15773529.000000 Penalty: 5720.913574
	Iteration 5F: 3 clusters Score -1.577353e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -15778884.000000 Penalty: 5720.913574
	Iteration 6F: 3 clusters Score -1.577888e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -15785521.000000 Penalty: 5720.913574
	Iteration 7F: 3 clusters Score -1.578552e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -15791589.000000 Penalty: 5720.913574
	Iteration 8F: 3 clusters Score -1.579159e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -15795885.000000 Penalty: 5720.913574
	Iteration 9Q: 3 clusters Score -1.579588e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -15798477.000000 Penalty: 5720.913574
	Iteration 10Q: 3 clusters Score -1.579848e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -15799903.000000 Penalty: 5720.913574
	Iteration 11Q: 3 clusters Score -1.57999e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -15800917.000000 Penalty: 5720.913574
	Iteration 12Q: 3 clusters Score -1.580092e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -15801540.000000 Penalty: 5720.913574
	Iteration 13Q: 3 clusters Score -1.580154e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -15801891.000000 Penalty: 5720.913574
	Iteration 14Q: 3 clusters Score -1.580189e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -15802074.000000 Penalty: 5720.913574
	Iteration 15Q: 3 clusters Score -1.580207e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -15802212.000000 Penalty: 5720.913574
	Iteration 16Q: 3 clusters Score -1.580221e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -15802280.000000 Penalty: 5720.913574
	Iteration 17Q: 3 clusters Score -1.580228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -15802341.000000 Penalty: 5720.913574
	Iteration 18Q: 3 clusters Score -1.580234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -15802361.000000 Penalty: 5720.913574
	Iteration 19Q: 3 clusters Score -1.580236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -15802397.000000 Penalty: 5720.913574
	Iteration 20F: 3 clusters Score -1.58024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -15802417.000000 Penalty: 5720.913574
	Iteration 21Q: 3 clusters Score -1.580242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -15802416.000000 Penalty: 5720.913574
	Iteration 22Q: 3 clusters Score -1.580242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -15802435.000000 Penalty: 5720.913574
	Iteration 23Q: 3 clusters Score -1.580244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -15802446.000000 Penalty: 5720.913574
	Iteration 24Q: 3 clusters Score -1.580245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -15802446.000000 Penalty: 5720.913574
	Iteration 25Q: 3 clusters Score -1.580245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -15802454.000000 Penalty: 5720.913574
	Iteration 26Q: 3 clusters Score -1.580245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -15802462.000000 Penalty: 5720.913574
	Iteration 27Q: 3 clusters Score -1.580246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -15802469.000000 Penalty: 5720.913574
	Iteration 28Q: 3 clusters Score -1.580247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -15802470.000000 Penalty: 5720.913574
	Iteration 29Q: 3 clusters Score -1.580247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -15802467.000000 Penalty: 5720.913574
	Iteration 30Q: 3 clusters Score -1.580247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -15802467.000000 Penalty: 5720.913574
	Iteration 31Q: 3 clusters Score -1.580247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -15802476.000000 Penalty: 5720.913574
	Iteration 32Q: 3 clusters Score -1.580248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -15802472.000000 Penalty: 5720.913574
	Iteration 33Q: 3 clusters Score -1.580247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -15802486.000000 Penalty: 5720.913574
	Iteration 34Q: 3 clusters Score -1.580249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -15802482.000000 Penalty: 5720.913574
	Iteration 35Q: 3 clusters Score -1.580248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -15802488.000000 Penalty: 5720.913574
	Iteration 36Q: 3 clusters Score -1.580249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -15802484.000000 Penalty: 5720.913574
	Iteration 37Q: 3 clusters Score -1.580248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -15802487.000000 Penalty: 5720.913574
	Iteration 38Q: 3 clusters Score -1.580249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -15802487.000000 Penalty: 5720.913574
	Iteration 39F: 3 clusters Score -1.580249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Entering Unmasked Estep 
Score: -6994687.500000 Penalty: 2666.653320
	Iteration 0F: 2 clusters Score -6994688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6963097.000000 Penalty: 5333.306641
	Iteration 0F: 3 clusters Score -6963097 nChanged 21644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -6975200.500000 Penalty: 5333.306641
	Iteration 1F: 3 clusters Score -6975200 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6975990.500000 Penalty: 5333.306641
	Iteration 2Q: 3 clusters Score -6975990 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -6976950.000000 Penalty: 5333.306641
	Iteration 3Q: 3 clusters Score -6976950 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -6978116.000000 Penalty: 5333.306641
	Iteration 4F: 3 clusters Score -6978116 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -6979541.000000 Penalty: 5333.306641
	Iteration 5F: 3 clusters Score -6979541 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6981112.500000 Penalty: 5333.306641
	Iteration 6F: 3 clusters Score -6981112 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -6982493.500000 Penalty: 5333.306641
	Iteration 7F: 3 clusters Score -6982494 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6983564.000000 Penalty: 5333.306641
	Iteration 8F: 3 clusters Score -6983564 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6984406.500000 Penalty: 5333.306641
	Iteration 9Q: 3 clusters Score -6984406 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -6984979.500000 Penalty: 5333.306641
	Iteration 10Q: 3 clusters Score -6984980 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -6985511.000000 Penalty: 5333.306641
	Iteration 11Q: 3 clusters Score -6985511 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -6986108.000000 Penalty: 5333.306641
	Iteration 12Q: 3 clusters Score -6986108 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6986731.000000 Penalty: 5333.306641
	Iteration 13Q: 3 clusters Score -6986731 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -6987381.500000 Penalty: 5333.306641
	Iteration 14Q: 3 clusters Score -6987382 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -6988110.000000 Penalty: 5333.306641
	Iteration 15Q: 3 clusters Score -6988110 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6988925.500000 Penalty: 5333.306641
	Iteration 16Q: 3 clusters Score -6988926 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -6989740.000000 Penalty: 5333.306641
	Iteration 17Q: 3 clusters Score -6989740 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6990422.000000 Penalty: 5333.306641
	Iteration 18Q: 3 clusters Score -6990422 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6990973.000000 Penalty: 5333.306641
	Iteration 19Q: 3 clusters Score -6990973 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -6991385.500000 Penalty: 5333.306641
	Iteration 20F: 3 clusters Score -6991386 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6991644.000000 Penalty: 5333.306641
	Iteration 21Q: 3 clusters Score -6991644 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6991842.000000 Penalty: 5333.306641
	Iteration 22Q: 3 clusters Score -6991842 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6991948.000000 Penalty: 5333.306641
	Iteration 23Q: 3 clusters Score -6991948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -6992040.000000 Penalty: 5333.306641
	Iteration 24Q: 3 clusters Score -6992040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -6992089.000000 Penalty: 5333.306641
	Iteration 25Q: 3 clusters Score -6992089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6992145.500000 Penalty: 5333.306641
	Iteration 26Q: 3 clusters Score -6992146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6992216.500000 Penalty: 5333.306641
	Iteration 27Q: 3 clusters Score -6992216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6992273.000000 Penalty: 5333.306641
	Iteration 28Q: 3 clusters Score -6992273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6992295.000000 Penalty: 5333.306641
	Iteration 29Q: 3 clusters Score -6992295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -6992336.500000 Penalty: 5333.306641
	Iteration 30Q: 3 clusters Score -6992336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6992359.500000 Penalty: 5333.306641
	Iteration 31Q: 3 clusters Score -6992360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6992377.500000 Penalty: 5333.306641
	Iteration 32Q: 3 clusters Score -6992378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6992381.500000 Penalty: 5333.306641
	Iteration 33Q: 3 clusters Score -6992382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6992387.500000 Penalty: 5333.306641
	Iteration 34Q: 3 clusters Score -6992388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6992389.500000 Penalty: 5333.306641
	Iteration 35Q: 3 clusters Score -6992390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6992402.000000 Penalty: 5333.306641
	Iteration 36Q: 3 clusters Score -6992402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6992397.000000 Penalty: 5333.306641
	Iteration 37Q: 3 clusters Score -6992397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -6992410.000000 Penalty: 5333.306641
	Iteration 38Q: 3 clusters Score -6992410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6992423.000000 Penalty: 5333.306641
	Iteration 39Q: 3 clusters Score -6992423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6992427.000000 Penalty: 5333.306641
	Iteration 40F: 3 clusters Score -6992427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6992425.500000 Penalty: 5333.306641
	Iteration 41Q: 3 clusters Score -6992426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6992425.000000 Penalty: 5333.306641
	Iteration 42Q: 3 clusters Score -6992425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6992427.500000 Penalty: 5333.306641
	Iteration 43Q: 3 clusters Score -6992428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -6992430.500000 Penalty: 5333.306641
	Iteration 44Q: 3 clusters Score -6992430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6992443.500000 Penalty: 5333.306641
	Iteration 45Q: 3 clusters Score -6992444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6992452.000000 Penalty: 5333.306641
	Iteration 46Q: 3 clusters Score -6992452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6992451.000000 Penalty: 5333.306641
	Iteration 47Q: 3 clusters Score -6992451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6992456.000000 Penalty: 5333.306641
	Iteration 48Q: 3 clusters Score -6992456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -6992460.000000 Penalty: 5333.306641
	Iteration 49Q: 3 clusters Score -6992460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -6992463.000000 Penalty: 5333.306641
	Iteration 50Q: 3 clusters Score -6992463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6992472.000000 Penalty: 5333.306641
	Iteration 51Q: 3 clusters Score -6992472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6992472.000000 Penalty: 5333.306641
	Iteration 52Q: 3 clusters Score -6992472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6992472.500000 Penalty: 5333.306641
	Iteration 53Q: 3 clusters Score -6992472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6992480.000000 Penalty: 5333.306641
	Iteration 54Q: 3 clusters Score -6992480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6992478.000000 Penalty: 5333.306641
	Iteration 55Q: 3 clusters Score -6992478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6992478.000000 Penalty: 5333.306641
	Iteration 56F: 3 clusters Score -6992478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Entering Unmasked Estep 
Score: -5127589.500000 Penalty: 2581.770508
	Iteration 0F: 2 clusters Score -5127590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5104770.500000 Penalty: 5163.541016
	Iteration 0F: 3 clusters Score -5104770 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5112911.000000 Penalty: 5163.541016
	Iteration 1F: 3 clusters Score -5112911 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5113346.500000 Penalty: 5163.541016
	Iteration 2Q: 3 clusters Score -5113346 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5113729.500000 Penalty: 5163.541016
	Iteration 3Q: 3 clusters Score -5113730 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5114089.500000 Penalty: 5163.541016
	Iteration 4Q: 3 clusters Score -5114090 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5114447.500000 Penalty: 5163.541016
	Iteration 5Q: 3 clusters Score -5114448 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5114883.500000 Penalty: 5163.541016
	Iteration 6Q: 3 clusters Score -5114884 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5115454.500000 Penalty: 5163.541016
	Iteration 7Q: 3 clusters Score -5115454 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5116184.500000 Penalty: 5163.541016
	Iteration 8Q: 3 clusters Score -5116184 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5117138.500000 Penalty: 5163.541016
	Iteration 9F: 3 clusters Score -5117138 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5118325.000000 Penalty: 5163.541016
	Iteration 10F: 3 clusters Score -5118325 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5119890.500000 Penalty: 5163.541016
	Iteration 11F: 3 clusters Score -5119890 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5121367.500000 Penalty: 5163.541016
	Iteration 12F: 3 clusters Score -5121368 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5122348.000000 Penalty: 5163.541016
	Iteration 13Q: 3 clusters Score -5122348 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5122869.000000 Penalty: 5163.541016
	Iteration 14Q: 3 clusters Score -5122869 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5123153.500000 Penalty: 5163.541016
	Iteration 15Q: 3 clusters Score -5123154 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5123383.500000 Penalty: 5163.541016
	Iteration 16Q: 3 clusters Score -5123384 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -5123590.500000 Penalty: 5163.541016
	Iteration 17Q: 3 clusters Score -5123590 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5123747.500000 Penalty: 5163.541016
	Iteration 18Q: 3 clusters Score -5123748 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5123858.500000 Penalty: 5163.541016
	Iteration 19Q: 3 clusters Score -5123858 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5124005.500000 Penalty: 5163.541016
	Iteration 20F: 3 clusters Score -5124006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5124128.000000 Penalty: 5163.541016
	Iteration 21Q: 3 clusters Score -5124128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5124261.000000 Penalty: 5163.541016
	Iteration 22Q: 3 clusters Score -5124261 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5124331.500000 Penalty: 5163.541016
	Iteration 23Q: 3 clusters Score -5124332 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5124391.000000 Penalty: 5163.541016
	Iteration 24Q: 3 clusters Score -5124391 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5124446.000000 Penalty: 5163.541016
	Iteration 25Q: 3 clusters Score -5124446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5124525.000000 Penalty: 5163.541016
	Iteration 26Q: 3 clusters Score -5124525 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5124570.500000 Penalty: 5163.541016
	Iteration 27Q: 3 clusters Score -5124570 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -5124630.500000 Penalty: 5163.541016
	Iteration 28Q: 3 clusters Score -5124630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -5124671.500000 Penalty: 5163.541016
	Iteration 29Q: 3 clusters Score -5124672 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5124745.000000 Penalty: 5163.541016
	Iteration 30Q: 3 clusters Score -5124745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5124775.000000 Penalty: 5163.541016
	Iteration 31Q: 3 clusters Score -5124775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -5124823.000000 Penalty: 5163.541016
	Iteration 32Q: 3 clusters Score -5124823 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5124849.500000 Penalty: 5163.541016
	Iteration 33Q: 3 clusters Score -5124850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5124893.500000 Penalty: 5163.541016
	Iteration 34Q: 3 clusters Score -5124894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5124936.000000 Penalty: 5163.541016
	Iteration 35Q: 3 clusters Score -5124936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5124975.500000 Penalty: 5163.541016
	Iteration 36Q: 3 clusters Score -5124976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5124986.500000 Penalty: 5163.541016
	Iteration 37Q: 3 clusters Score -5124986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5125008.500000 Penalty: 5163.541016
	Iteration 38Q: 3 clusters Score -5125008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5125046.500000 Penalty: 5163.541016
	Iteration 39Q: 3 clusters Score -5125046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5125052.000000 Penalty: 5163.541016
	Iteration 40F: 3 clusters Score -5125052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5125068.500000 Penalty: 5163.541016
	Iteration 41Q: 3 clusters Score -5125068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -5125077.500000 Penalty: 5163.541016
	Iteration 42Q: 3 clusters Score -5125078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5125126.500000 Penalty: 5163.541016
	Iteration 43Q: 3 clusters Score -5125126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5125145.500000 Penalty: 5163.541016
	Iteration 44Q: 3 clusters Score -5125146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5125163.500000 Penalty: 5163.541016
	Iteration 45Q: 3 clusters Score -5125164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -5125175.000000 Penalty: 5163.541016
	Iteration 46Q: 3 clusters Score -5125175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5125184.000000 Penalty: 5163.541016
	Iteration 47Q: 3 clusters Score -5125184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5125211.500000 Penalty: 5163.541016
	Iteration 48Q: 3 clusters Score -5125212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5125232.500000 Penalty: 5163.541016
	Iteration 49Q: 3 clusters Score -5125232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -5125242.000000 Penalty: 5163.541016
	Iteration 50Q: 3 clusters Score -5125242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -5125254.500000 Penalty: 5163.541016
	Iteration 51Q: 3 clusters Score -5125254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -5125261.000000 Penalty: 5163.541016
	Iteration 52Q: 3 clusters Score -5125261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -5125256.000000 Penalty: 5163.541016
	Iteration 53Q: 3 clusters Score -5125256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5125256.500000 Penalty: 5163.541016
	Iteration 54Q: 3 clusters Score -5125256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5125256.000000 Penalty: 5163.541016
	Iteration 55Q: 3 clusters Score -5125256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -5125266.000000 Penalty: 5163.541016
	Iteration 56Q: 3 clusters Score -5125266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5125270.000000 Penalty: 5163.541016
	Iteration 57Q: 3 clusters Score -5125270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5125273.000000 Penalty: 5163.541016
	Iteration 58Q: 3 clusters Score -5125273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -5125277.500000 Penalty: 5163.541016
	Iteration 59Q: 3 clusters Score -5125278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5125278.000000 Penalty: 5163.541016
	Iteration 60F: 3 clusters Score -5125278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -5125284.500000 Penalty: 5163.541016
	Iteration 61Q: 3 clusters Score -5125284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -5125292.000000 Penalty: 5163.541016
	Iteration 62Q: 3 clusters Score -5125292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5125278.500000 Penalty: 5163.541016
	Iteration 63Q: 3 clusters Score -5125278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5125283.500000 Penalty: 5163.541016
	Iteration 64Q: 3 clusters Score -5125284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5125282.000000 Penalty: 5163.541016
	Iteration 65Q: 3 clusters Score -5125282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5125290.000000 Penalty: 5163.541016
	Iteration 66Q: 3 clusters Score -5125290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -5125291.500000 Penalty: 5163.541016
	Iteration 67Q: 3 clusters Score -5125292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5125299.000000 Penalty: 5163.541016
	Iteration 68Q: 3 clusters Score -5125299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5125295.000000 Penalty: 5163.541016
	Iteration 69Q: 3 clusters Score -5125295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -5125299.000000 Penalty: 5163.541016
	Iteration 70Q: 3 clusters Score -5125299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -5125295.500000 Penalty: 5163.541016
	Iteration 71Q: 3 clusters Score -5125296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5125298.000000 Penalty: 5163.541016
	Iteration 72Q: 3 clusters Score -5125298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5125306.000000 Penalty: 5163.541016
	Iteration 73Q: 3 clusters Score -5125306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5125312.000000 Penalty: 5163.541016
	Iteration 74Q: 3 clusters Score -5125312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5125310.000000 Penalty: 5163.541016
	Iteration 75Q: 3 clusters Score -5125310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5125321.000000 Penalty: 5163.541016
	Iteration 76Q: 3 clusters Score -5125321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5125324.500000 Penalty: 5163.541016
	Iteration 77Q: 3 clusters Score -5125324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5125322.000000 Penalty: 5163.541016
	Iteration 78Q: 3 clusters Score -5125322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -5125324.500000 Penalty: 5163.541016
	Iteration 79Q: 3 clusters Score -5125324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -5125324.500000 Penalty: 5163.541016
	Iteration 80F: 3 clusters Score -5125324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Entering Unmasked Estep 
Score: -1500671.875000 Penalty: 2307.508057
	Iteration 0F: 2 clusters Score -1500672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1492466.375000 Penalty: 4615.016113
	Iteration 0F: 3 clusters Score -1492466 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1495076.625000 Penalty: 4615.016113
	Iteration 1F: 3 clusters Score -1495077 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1495669.000000 Penalty: 4615.016113
	Iteration 2F: 3 clusters Score -1495669 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1496238.875000 Penalty: 4615.016113
	Iteration 3F: 3 clusters Score -1496239 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1496797.000000 Penalty: 4615.016113
	Iteration 4F: 3 clusters Score -1496797 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1497284.000000 Penalty: 4615.016113
	Iteration 5F: 3 clusters Score -1497284 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1497721.875000 Penalty: 4615.016113
	Iteration 6F: 3 clusters Score -1497722 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1498056.125000 Penalty: 4615.016113
	Iteration 7Q: 3 clusters Score -1498056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1498302.125000 Penalty: 4615.016113
	Iteration 8Q: 3 clusters Score -1498302 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1498496.625000 Penalty: 4615.016113
	Iteration 9Q: 3 clusters Score -1498497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1498620.875000 Penalty: 4615.016113
	Iteration 10Q: 3 clusters Score -1498621 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1498697.750000 Penalty: 4615.016113
	Iteration 11Q: 3 clusters Score -1498698 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1498755.625000 Penalty: 4615.016113
	Iteration 12Q: 3 clusters Score -1498756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1498792.875000 Penalty: 4615.016113
	Iteration 13Q: 3 clusters Score -1498793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1498822.375000 Penalty: 4615.016113
	Iteration 14Q: 3 clusters Score -1498822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1498844.125000 Penalty: 4615.016113
	Iteration 15Q: 3 clusters Score -1498844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1498860.250000 Penalty: 4615.016113
	Iteration 16Q: 3 clusters Score -1498860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1498870.125000 Penalty: 4615.016113
	Iteration 17Q: 3 clusters Score -1498870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1498879.625000 Penalty: 4615.016113
	Iteration 18Q: 3 clusters Score -1498880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1498886.000000 Penalty: 4615.016113
	Iteration 19Q: 3 clusters Score -1498886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1498890.125000 Penalty: 4615.016113
	Iteration 20F: 3 clusters Score -1498890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1498892.000000 Penalty: 4615.016113
	Iteration 21Q: 3 clusters Score -1498892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1498895.500000 Penalty: 4615.016113
	Iteration 22Q: 3 clusters Score -1498896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1498898.000000 Penalty: 4615.016113
	Iteration 23Q: 3 clusters Score -1498898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1498897.250000 Penalty: 4615.016113
	Iteration 24Q: 3 clusters Score -1498897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1498901.750000 Penalty: 4615.016113
	Iteration 25Q: 3 clusters Score -1498902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1498902.250000 Penalty: 4615.016113
	Iteration 26Q: 3 clusters Score -1498902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1498906.750000 Penalty: 4615.016113
	Iteration 27Q: 3 clusters Score -1498907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1498907.375000 Penalty: 4615.016113
	Iteration 28Q: 3 clusters Score -1498907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1498907.125000 Penalty: 4615.016113
	Iteration 29Q: 3 clusters Score -1498907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1498908.625000 Penalty: 4615.016113
	Iteration 30Q: 3 clusters Score -1498909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1498908.250000 Penalty: 4615.016113
	Iteration 31Q: 3 clusters Score -1498908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1498907.000000 Penalty: 4615.016113
	Iteration 32Q: 3 clusters Score -1498907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1498909.000000 Penalty: 4615.016113
	Iteration 33Q: 3 clusters Score -1498909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1498909.000000 Penalty: 4615.016113
	Iteration 34Q: 3 clusters Score -1498909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1498909.000000 Penalty: 4615.016113
	Iteration 35F: 3 clusters Score -1498909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -914136.187500 Penalty: 2165.531494
	Iteration 0F: 2 clusters Score -914136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -908842.937500 Penalty: 4331.062988
	Iteration 0F: 3 clusters Score -908842.9 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -910515.500000 Penalty: 4331.062988
	Iteration 1F: 3 clusters Score -910515.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -911160.250000 Penalty: 4331.062988
	Iteration 2F: 3 clusters Score -911160.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -911703.562500 Penalty: 4331.062988
	Iteration 3F: 3 clusters Score -911703.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -912113.187500 Penalty: 4331.062988
	Iteration 4F: 3 clusters Score -912113.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -912394.937500 Penalty: 4331.062988
	Iteration 5F: 3 clusters Score -912394.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -912586.687500 Penalty: 4331.062988
	Iteration 6Q: 3 clusters Score -912586.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -912697.875000 Penalty: 4331.062988
	Iteration 7Q: 3 clusters Score -912697.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -912761.687500 Penalty: 4331.062988
	Iteration 8Q: 3 clusters Score -912761.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -912807.937500 Penalty: 4331.062988
	Iteration 9Q: 3 clusters Score -912807.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -912838.812500 Penalty: 4331.062988
	Iteration 10Q: 3 clusters Score -912838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -912857.687500 Penalty: 4331.062988
	Iteration 11Q: 3 clusters Score -912857.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -912874.250000 Penalty: 4331.062988
	Iteration 12Q: 3 clusters Score -912874.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -912893.937500 Penalty: 4331.062988
	Iteration 13Q: 3 clusters Score -912893.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -912905.812500 Penalty: 4331.062988
	Iteration 14Q: 3 clusters Score -912905.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -912924.187500 Penalty: 4331.062988
	Iteration 15Q: 3 clusters Score -912924.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -912933.562500 Penalty: 4331.062988
	Iteration 16Q: 3 clusters Score -912933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -912940.125000 Penalty: 4331.062988
	Iteration 17Q: 3 clusters Score -912940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -912945.562500 Penalty: 4331.062988
	Iteration 18Q: 3 clusters Score -912945.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -912950.812500 Penalty: 4331.062988
	Iteration 19Q: 3 clusters Score -912950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -912955.687500 Penalty: 4331.062988
	Iteration 20F: 3 clusters Score -912955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -912960.625000 Penalty: 4331.062988
	Iteration 21Q: 3 clusters Score -912960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -912963.562500 Penalty: 4331.062988
	Iteration 22Q: 3 clusters Score -912963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -912968.187500 Penalty: 4331.062988
	Iteration 23Q: 3 clusters Score -912968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -912972.562500 Penalty: 4331.062988
	Iteration 24Q: 3 clusters Score -912972.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -912982.375000 Penalty: 4331.062988
	Iteration 25Q: 3 clusters Score -912982.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -912991.500000 Penalty: 4331.062988
	Iteration 26Q: 3 clusters Score -912991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -912994.562500 Penalty: 4331.062988
	Iteration 27Q: 3 clusters Score -912994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -912998.312500 Penalty: 4331.062988
	Iteration 28Q: 3 clusters Score -912998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -913004.125000 Penalty: 4331.062988
	Iteration 29Q: 3 clusters Score -913004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -913005.250000 Penalty: 4331.062988
	Iteration 30Q: 3 clusters Score -913005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -913008.562500 Penalty: 4331.062988
	Iteration 31Q: 3 clusters Score -913008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -913010.562500 Penalty: 4331.062988
	Iteration 32Q: 3 clusters Score -913010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -913011.312500 Penalty: 4331.062988
	Iteration 33Q: 3 clusters Score -913011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -913012.250000 Penalty: 4331.062988
	Iteration 34Q: 3 clusters Score -913012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -913017.562500 Penalty: 4331.062988
	Iteration 35Q: 3 clusters Score -913017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -913017.437500 Penalty: 4331.062988
	Iteration 36Q: 3 clusters Score -913017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -913019.625000 Penalty: 4331.062988
	Iteration 37Q: 3 clusters Score -913019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -913021.187500 Penalty: 4331.062988
	Iteration 38Q: 3 clusters Score -913021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -913024.812500 Penalty: 4331.062988
	Iteration 39Q: 3 clusters Score -913024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -913023.125000 Penalty: 4331.062988
	Iteration 40F: 3 clusters Score -913023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -913024.375000 Penalty: 4331.062988
	Iteration 41Q: 3 clusters Score -913024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -913027.625000 Penalty: 4331.062988
	Iteration 42Q: 3 clusters Score -913027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -913028.125000 Penalty: 4331.062988
	Iteration 43Q: 3 clusters Score -913028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -913030.125000 Penalty: 4331.062988
	Iteration 44Q: 3 clusters Score -913030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -913030.687500 Penalty: 4331.062988
	Iteration 45Q: 3 clusters Score -913030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -913030.687500 Penalty: 4331.062988
	Iteration 46F: 3 clusters Score -913030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -306443.562500 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -306443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303789.531250 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -303789.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -304264.312500 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -304264.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -304398.375000 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -304398.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304479.250000 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -304479.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304532.781250 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -304532.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304561.062500 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -304561.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304583.781250 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -304583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304592.093750 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -304592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304596.875000 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -304596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304599.531250 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -304599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304600.531250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -304600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304601.593750 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -304601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304601.593750 Penalty: 3766.313721
	Iteration 12F: 3 clusters Score -304601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Entering Unmasked Estep 
Score: -8198340.500000 Penalty: 2704.116943
	Iteration 0F: 2 clusters Score -8198340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -8161483.500000 Penalty: 5408.233887
	Iteration 0F: 3 clusters Score -8161484 nChanged 25497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -8175668.500000 Penalty: 5408.233887
	Iteration 1F: 3 clusters Score -8175668 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -8176395.000000 Penalty: 5408.233887
	Iteration 2Q: 3 clusters Score -8176395 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -8177096.500000 Penalty: 5408.233887
	Iteration 3Q: 3 clusters Score -8177096 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -8178037.000000 Penalty: 5408.233887
	Iteration 4Q: 3 clusters Score -8178037 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -8179073.000000 Penalty: 5408.233887
	Iteration 5Q: 3 clusters Score -8179073 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8180565.000000 Penalty: 5408.233887
	Iteration 6F: 3 clusters Score -8180565 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -8182380.000000 Penalty: 5408.233887
	Iteration 7F: 3 clusters Score -8182380 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8184446.000000 Penalty: 5408.233887
	Iteration 8F: 3 clusters Score -8184446 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8186552.000000 Penalty: 5408.233887
	Iteration 9F: 3 clusters Score -8186552 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -8188756.500000 Penalty: 5408.233887
	Iteration 10F: 3 clusters Score -8188756 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -8190763.500000 Penalty: 5408.233887
	Iteration 11Q: 3 clusters Score -8190764 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -8192478.000000 Penalty: 5408.233887
	Iteration 12Q: 3 clusters Score -8192478 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -8193788.500000 Penalty: 5408.233887
	Iteration 13Q: 3 clusters Score -8193788 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -8194654.000000 Penalty: 5408.233887
	Iteration 14Q: 3 clusters Score -8194654 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -8195138.500000 Penalty: 5408.233887
	Iteration 15Q: 3 clusters Score -8195138 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8195452.500000 Penalty: 5408.233887
	Iteration 16Q: 3 clusters Score -8195452 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -8195625.000000 Penalty: 5408.233887
	Iteration 17Q: 3 clusters Score -8195625 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -8195772.000000 Penalty: 5408.233887
	Iteration 18Q: 3 clusters Score -8195772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -8195872.500000 Penalty: 5408.233887
	Iteration 19Q: 3 clusters Score -8195872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -8195907.500000 Penalty: 5408.233887
	Iteration 20F: 3 clusters Score -8195908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -8195937.000000 Penalty: 5408.233887
	Iteration 21Q: 3 clusters Score -8195937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -8195960.500000 Penalty: 5408.233887
	Iteration 22Q: 3 clusters Score -8195960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -8195984.500000 Penalty: 5408.233887
	Iteration 23Q: 3 clusters Score -8195984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -8195996.000000 Penalty: 5408.233887
	Iteration 24Q: 3 clusters Score -8195996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -8195993.500000 Penalty: 5408.233887
	Iteration 25Q: 3 clusters Score -8195994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -8196003.000000 Penalty: 5408.233887
	Iteration 26Q: 3 clusters Score -8196003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -8195999.500000 Penalty: 5408.233887
	Iteration 27Q: 3 clusters Score -8196000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -8196007.500000 Penalty: 5408.233887
	Iteration 28Q: 3 clusters Score -8196008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -8196013.500000 Penalty: 5408.233887
	Iteration 29Q: 3 clusters Score -8196014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -8196026.000000 Penalty: 5408.233887
	Iteration 30Q: 3 clusters Score -8196026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -8196030.000000 Penalty: 5408.233887
	Iteration 31Q: 3 clusters Score -8196030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -8196038.500000 Penalty: 5408.233887
	Iteration 32Q: 3 clusters Score -8196038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8196026.000000 Penalty: 5408.233887
	Iteration 33Q: 3 clusters Score -8196026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -8196027.000000 Penalty: 5408.233887
	Iteration 34Q: 3 clusters Score -8196027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -8196036.500000 Penalty: 5408.233887
	Iteration 35Q: 3 clusters Score -8196036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -8196047.000000 Penalty: 5408.233887
	Iteration 36Q: 3 clusters Score -8196047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -8196052.000000 Penalty: 5408.233887
	Iteration 37Q: 3 clusters Score -8196052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -8196052.000000 Penalty: 5408.233887
	Iteration 38Q: 3 clusters Score -8196052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -8196055.000000 Penalty: 5408.233887
	Iteration 39Q: 3 clusters Score -8196055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -8196057.000000 Penalty: 5408.233887
	Iteration 40F: 3 clusters Score -8196057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -8196064.000000 Penalty: 5408.233887
	Iteration 41Q: 3 clusters Score -8196064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8196062.000000 Penalty: 5408.233887
	Iteration 42Q: 3 clusters Score -8196062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -8196064.000000 Penalty: 5408.233887
	Iteration 43Q: 3 clusters Score -8196064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8196058.500000 Penalty: 5408.233887
	Iteration 44Q: 3 clusters Score -8196058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8196060.500000 Penalty: 5408.233887
	Iteration 45Q: 3 clusters Score -8196060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8196060.500000 Penalty: 5408.233887
	Iteration 46F: 3 clusters Score -8196060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40776.902344 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40776.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41046.554688 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41046.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41155.691406 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41155.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41216.347656 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41216.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41260.492188 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41260.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41390.980469 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41390.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41499.882812 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41499.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41613.625000 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41613.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41716.277344 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41716.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41807.468750 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41807.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41844.816406 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41844.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41850.480469 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41850.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41854.046875 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -41854.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41854.046875 Penalty: 2905.534668
	Iteration 13F: 3 clusters Score -41854.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -681350.750000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -681350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -677108.250000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -677108.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -678049.125000 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -678049.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -678234.062500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -678234.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -678319.750000 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -678319.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -678374.750000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -678374.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -678427.437500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -678427.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -678463.937500 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -678463.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -678503.375000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -678503.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -678543.562500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -678543.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -678571.750000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -678571.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -678605.375000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -678605.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -678643.312500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -678643.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -678683.687500 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -678683.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -678739.625000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -678739.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -678789.562500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -678789.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -678845.750000 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -678845.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -678897.937500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -678897.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -678967.250000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -678967.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -679024.375000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -679024.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -679094.000000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -679094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -679166.062500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -679166.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -679242.187500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -679242.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -679306.687500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -679306.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -679366.187500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -679366.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -679410.812500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -679410.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -679457.000000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -679457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -679485.437500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -679485.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -679505.937500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -679505.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -679524.687500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -679524.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -679535.187500 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -679535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -679540.000000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -679540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -679544.937500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -679544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -679546.937500 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -679546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -679552.937500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -679552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -679554.937500 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -679554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -679558.250000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -679558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -679565.375000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -679565.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -679575.187500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -679575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -679582.062500 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -679582.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -679590.312500 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -679590.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -679599.125000 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -679599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -679605.250000 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -679605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -679609.687500 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -679609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -679614.000000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -679614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -679615.750000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -679615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -679618.687500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -679618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -679621.125000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -679621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -679623.000000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -679623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -679624.687500 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -679624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -679626.125000 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -679626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -679626.312500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -679626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -679626.187500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -679626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -679626.187500 Penalty: 4182.846680
	Iteration 52F: 3 clusters Score -679626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98191.984375 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98191.98 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98500.507812 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98500.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98622.562500 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98622.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98725.757812 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -98725.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98801.781250 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -98801.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98865.601562 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -98865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98930.421875 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -98930.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98984.859375 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -98984.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99037.414062 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99037.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99120.851562 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99120.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99183.539062 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -99183.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99206.765625 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -99206.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99232.445312 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -99232.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99260.421875 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -99260.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99292.429688 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -99292.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99340.820312 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -99340.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -99368.429688 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -99368.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99386.773438 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -99386.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99404.726562 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -99404.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99415.195312 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -99415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99428.718750 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -99428.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99436.250000 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -99436.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99459.640625 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -99459.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99516.078125 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -99516.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99605.921875 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -99605.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99711.109375 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -99711.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99750.710938 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -99750.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99809.609375 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -99809.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99863.757812 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -99863.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99877.656250 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -99877.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99889.875000 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -99889.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99894.687500 Penalty: 3282.231934
	Iteration 31Q: 3 clusters Score -99894.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99896.164062 Penalty: 3282.231934
	Iteration 32Q: 3 clusters Score -99896.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99903.546875 Penalty: 3282.231934
	Iteration 33Q: 3 clusters Score -99903.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99911.656250 Penalty: 3282.231934
	Iteration 34Q: 3 clusters Score -99911.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99920.820312 Penalty: 3282.231934
	Iteration 35Q: 3 clusters Score -99920.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99936.929688 Penalty: 3282.231934
	Iteration 36Q: 3 clusters Score -99936.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99948.921875 Penalty: 3282.231934
	Iteration 37Q: 3 clusters Score -99948.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99954.781250 Penalty: 3282.231934
	Iteration 38Q: 3 clusters Score -99954.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99957.515625 Penalty: 3282.231934
	Iteration 39F: 3 clusters Score -99957.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99961.156250 Penalty: 3282.231934
	Iteration 40F: 3 clusters Score -99961.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99963.210938 Penalty: 3282.231934
	Iteration 41Q: 3 clusters Score -99963.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99963.210938 Penalty: 3282.231934
	Iteration 42F: 3 clusters Score -99963.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104070 members 
Mstep: Class 3 contains 102140 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107487 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93700 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62509 members 
Mstep: Class 25 contains 101750 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 333 members 
Entering Unmasked Estep 
Score: -137801264.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137803104.000000 to -137801264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Entering Unmasked Estep 
Score: -1497362.000000 Penalty: 2289.051270
	Iteration 0F: 2 clusters Score -1497362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1489557.750000 Penalty: 4578.102539
	Iteration 0F: 3 clusters Score -1489558 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1491790.750000 Penalty: 4578.102539
	Iteration 1F: 3 clusters Score -1491791 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1492211.750000 Penalty: 4578.102539
	Iteration 2F: 3 clusters Score -1492212 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1492588.500000 Penalty: 4578.102539
	Iteration 3F: 3 clusters Score -1492588 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1492917.500000 Penalty: 4578.102539
	Iteration 4F: 3 clusters Score -1492918 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1493219.000000 Penalty: 4578.102539
	Iteration 5Q: 3 clusters Score -1493219 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1493429.000000 Penalty: 4578.102539
	Iteration 6Q: 3 clusters Score -1493429 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1493609.625000 Penalty: 4578.102539
	Iteration 7Q: 3 clusters Score -1493610 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1493758.000000 Penalty: 4578.102539
	Iteration 8Q: 3 clusters Score -1493758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1493884.000000 Penalty: 4578.102539
	Iteration 9Q: 3 clusters Score -1493884 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1494010.875000 Penalty: 4578.102539
	Iteration 10Q: 3 clusters Score -1494011 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1494133.750000 Penalty: 4578.102539
	Iteration 11Q: 3 clusters Score -1494134 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1494255.250000 Penalty: 4578.102539
	Iteration 12Q: 3 clusters Score -1494255 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1494377.375000 Penalty: 4578.102539
	Iteration 13Q: 3 clusters Score -1494377 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1494525.000000 Penalty: 4578.102539
	Iteration 14Q: 3 clusters Score -1494525 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1494637.125000 Penalty: 4578.102539
	Iteration 15Q: 3 clusters Score -1494637 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1494701.500000 Penalty: 4578.102539
	Iteration 16Q: 3 clusters Score -1494702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1494758.000000 Penalty: 4578.102539
	Iteration 17Q: 3 clusters Score -1494758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1494802.000000 Penalty: 4578.102539
	Iteration 18Q: 3 clusters Score -1494802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1494840.500000 Penalty: 4578.102539
	Iteration 19Q: 3 clusters Score -1494840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1494878.500000 Penalty: 4578.102539
	Iteration 20F: 3 clusters Score -1494878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1494924.625000 Penalty: 4578.102539
	Iteration 21Q: 3 clusters Score -1494925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1494970.750000 Penalty: 4578.102539
	Iteration 22Q: 3 clusters Score -1494971 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1495018.125000 Penalty: 4578.102539
	Iteration 23Q: 3 clusters Score -1495018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1495063.500000 Penalty: 4578.102539
	Iteration 24Q: 3 clusters Score -1495064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1495106.375000 Penalty: 4578.102539
	Iteration 25Q: 3 clusters Score -1495106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1495164.000000 Penalty: 4578.102539
	Iteration 26Q: 3 clusters Score -1495164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1495227.750000 Penalty: 4578.102539
	Iteration 27Q: 3 clusters Score -1495228 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1495286.875000 Penalty: 4578.102539
	Iteration 28Q: 3 clusters Score -1495287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1495343.625000 Penalty: 4578.102539
	Iteration 29Q: 3 clusters Score -1495344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1495399.250000 Penalty: 4578.102539
	Iteration 30Q: 3 clusters Score -1495399 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1495463.625000 Penalty: 4578.102539
	Iteration 31Q: 3 clusters Score -1495464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1495538.125000 Penalty: 4578.102539
	Iteration 32Q: 3 clusters Score -1495538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1495599.125000 Penalty: 4578.102539
	Iteration 33Q: 3 clusters Score -1495599 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1495663.500000 Penalty: 4578.102539
	Iteration 34Q: 3 clusters Score -1495664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1495704.250000 Penalty: 4578.102539
	Iteration 35Q: 3 clusters Score -1495704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1495735.000000 Penalty: 4578.102539
	Iteration 36Q: 3 clusters Score -1495735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1495756.750000 Penalty: 4578.102539
	Iteration 37Q: 3 clusters Score -1495757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1495782.875000 Penalty: 4578.102539
	Iteration 38Q: 3 clusters Score -1495783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1495798.000000 Penalty: 4578.102539
	Iteration 39Q: 3 clusters Score -1495798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1495818.375000 Penalty: 4578.102539
	Iteration 40F: 3 clusters Score -1495818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1495835.625000 Penalty: 4578.102539
	Iteration 41Q: 3 clusters Score -1495836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1495844.375000 Penalty: 4578.102539
	Iteration 42Q: 3 clusters Score -1495844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1495851.000000 Penalty: 4578.102539
	Iteration 43Q: 3 clusters Score -1495851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1495854.625000 Penalty: 4578.102539
	Iteration 44Q: 3 clusters Score -1495855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1495863.375000 Penalty: 4578.102539
	Iteration 45Q: 3 clusters Score -1495863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1495865.250000 Penalty: 4578.102539
	Iteration 46Q: 3 clusters Score -1495865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1495872.875000 Penalty: 4578.102539
	Iteration 47Q: 3 clusters Score -1495873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1495874.875000 Penalty: 4578.102539
	Iteration 48Q: 3 clusters Score -1495875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1495874.625000 Penalty: 4578.102539
	Iteration 49Q: 3 clusters Score -1495875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1495877.375000 Penalty: 4578.102539
	Iteration 50Q: 3 clusters Score -1495877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1495878.000000 Penalty: 4578.102539
	Iteration 51Q: 3 clusters Score -1495878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1495880.625000 Penalty: 4578.102539
	Iteration 52Q: 3 clusters Score -1495881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1495879.000000 Penalty: 4578.102539
	Iteration 53Q: 3 clusters Score -1495879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1495879.750000 Penalty: 4578.102539
	Iteration 54Q: 3 clusters Score -1495880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1495880.750000 Penalty: 4578.102539
	Iteration 55Q: 3 clusters Score -1495881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1495878.375000 Penalty: 4578.102539
	Iteration 56Q: 3 clusters Score -1495878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1495882.125000 Penalty: 4578.102539
	Iteration 57Q: 3 clusters Score -1495882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1495884.375000 Penalty: 4578.102539
	Iteration 58Q: 3 clusters Score -1495884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1495885.875000 Penalty: 4578.102539
	Iteration 59Q: 3 clusters Score -1495886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1495889.000000 Penalty: 4578.102539
	Iteration 60F: 3 clusters Score -1495889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1495888.500000 Penalty: 4578.102539
	Iteration 61Q: 3 clusters Score -1495888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1495888.500000 Penalty: 4578.102539
	Iteration 62F: 3 clusters Score -1495888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Entering Unmasked Estep 
Score: -16533717.000000 Penalty: 2873.111084
	Iteration 0F: 2 clusters Score -1.653372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -16462748.000000 Penalty: 5746.222168
	Iteration 0F: 3 clusters Score -1.646275e+07 nChanged 51148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -16491753.000000 Penalty: 5746.222168
	Iteration 1F: 3 clusters Score -1.649175e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -16492489.000000 Penalty: 5746.222168
	Iteration 2Q: 3 clusters Score -1.649249e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -16493266.000000 Penalty: 5746.222168
	Iteration 3Q: 3 clusters Score -1.649327e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -16494117.000000 Penalty: 5746.222168
	Iteration 4Q: 3 clusters Score -1.649412e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -16495238.000000 Penalty: 5746.222168
	Iteration 5Q: 3 clusters Score -1.649524e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -16496852.000000 Penalty: 5746.222168
	Iteration 6Q: 3 clusters Score -1.649685e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -16499252.000000 Penalty: 5746.222168
	Iteration 7Q: 3 clusters Score -1.649925e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -16503288.000000 Penalty: 5746.222168
	Iteration 8F: 3 clusters Score -1.650329e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -16509120.000000 Penalty: 5746.222168
	Iteration 9F: 3 clusters Score -1.650912e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -16516333.000000 Penalty: 5746.222168
	Iteration 10F: 3 clusters Score -1.651633e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -16523121.000000 Penalty: 5746.222168
	Iteration 11F: 3 clusters Score -1.652312e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -16527523.000000 Penalty: 5746.222168
	Iteration 12Q: 3 clusters Score -1.652752e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -16529712.000000 Penalty: 5746.222168
	Iteration 13Q: 3 clusters Score -1.652971e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16530484.000000 Penalty: 5746.222168
	Iteration 14Q: 3 clusters Score -1.653048e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16530825.000000 Penalty: 5746.222168
	Iteration 15Q: 3 clusters Score -1.653082e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16530969.000000 Penalty: 5746.222168
	Iteration 16Q: 3 clusters Score -1.653097e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16531076.000000 Penalty: 5746.222168
	Iteration 17Q: 3 clusters Score -1.653108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16531120.000000 Penalty: 5746.222168
	Iteration 18Q: 3 clusters Score -1.653112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16531127.000000 Penalty: 5746.222168
	Iteration 19Q: 3 clusters Score -1.653113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107132 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16531145.000000 Penalty: 5746.222168
	Iteration 20F: 3 clusters Score -1.653114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16531173.000000 Penalty: 5746.222168
	Iteration 21Q: 3 clusters Score -1.653117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16531192.000000 Penalty: 5746.222168
	Iteration 22Q: 3 clusters Score -1.653119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16531212.000000 Penalty: 5746.222168
	Iteration 23Q: 3 clusters Score -1.653121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16531212.000000 Penalty: 5746.222168
	Iteration 24Q: 3 clusters Score -1.653121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16531219.000000 Penalty: 5746.222168
	Iteration 25Q: 3 clusters Score -1.653122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16531217.000000 Penalty: 5746.222168
	Iteration 26Q: 3 clusters Score -1.653122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16531227.000000 Penalty: 5746.222168
	Iteration 27Q: 3 clusters Score -1.653123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16531227.000000 Penalty: 5746.222168
	Iteration 28F: 3 clusters Score -1.653123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85299.562500 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85299.56 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85950.890625 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -85950.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86358.843750 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86358.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86697.812500 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86697.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86838.281250 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -86838.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86884.953125 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -86884.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86971.203125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -86971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87022.796875 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87067.750000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87067.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87116.953125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87116.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87168.796875 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87178.851562 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87178.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87187.453125 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87187.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87211.328125 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -87211.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87264.312500 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -87264.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87303.960938 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -87303.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87317.132812 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -87317.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87328.648438 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -87328.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87330.398438 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -87330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87330.398438 Penalty: 3234.228271
	Iteration 19F: 3 clusters Score -87330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104070 members 
Mstep: Class 3 contains 102140 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107487 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 16 contains 93700 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62509 members 
Mstep: Class 25 contains 101750 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 399 members 
Entering Unmasked Estep 
Score: -137801840.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137803104.000000 to -137801840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Entering Unmasked Estep 
Score: -14465026.000000 Penalty: 2839.067627
	Iteration 0F: 2 clusters Score -1.446503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -14403047.000000 Penalty: 5678.135254
	Iteration 0F: 3 clusters Score -1.440305e+07 nChanged 44267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -14428122.000000 Penalty: 5678.135254
	Iteration 1F: 3 clusters Score -1.442812e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -14428836.000000 Penalty: 5678.135254
	Iteration 2Q: 3 clusters Score -1.442884e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -14429448.000000 Penalty: 5678.135254
	Iteration 3Q: 3 clusters Score -1.442945e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -14430093.000000 Penalty: 5678.135254
	Iteration 4Q: 3 clusters Score -1.443009e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -14430962.000000 Penalty: 5678.135254
	Iteration 5Q: 3 clusters Score -1.443096e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -14432095.000000 Penalty: 5678.135254
	Iteration 6Q: 3 clusters Score -1.44321e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -14433632.000000 Penalty: 5678.135254
	Iteration 7Q: 3 clusters Score -1.443363e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -14436083.000000 Penalty: 5678.135254
	Iteration 8Q: 3 clusters Score -1.443608e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -14439705.000000 Penalty: 5678.135254
	Iteration 9F: 3 clusters Score -1.44397e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -14444133.000000 Penalty: 5678.135254
	Iteration 10F: 3 clusters Score -1.444413e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -14447978.000000 Penalty: 5678.135254
	Iteration 11F: 3 clusters Score -1.444798e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -14449909.000000 Penalty: 5678.135254
	Iteration 12Q: 3 clusters Score -1.444991e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -14450674.000000 Penalty: 5678.135254
	Iteration 13Q: 3 clusters Score -1.445067e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -14451056.000000 Penalty: 5678.135254
	Iteration 14Q: 3 clusters Score -1.445106e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -14451439.000000 Penalty: 5678.135254
	Iteration 15Q: 3 clusters Score -1.445144e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -14451767.000000 Penalty: 5678.135254
	Iteration 16Q: 3 clusters Score -1.445177e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -14452196.000000 Penalty: 5678.135254
	Iteration 17Q: 3 clusters Score -1.44522e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -14452598.000000 Penalty: 5678.135254
	Iteration 18Q: 3 clusters Score -1.44526e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -14453038.000000 Penalty: 5678.135254
	Iteration 19Q: 3 clusters Score -1.445304e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -14453525.000000 Penalty: 5678.135254
	Iteration 20F: 3 clusters Score -1.445352e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -14454065.000000 Penalty: 5678.135254
	Iteration 21Q: 3 clusters Score -1.445406e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -14454588.000000 Penalty: 5678.135254
	Iteration 22Q: 3 clusters Score -1.445459e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -14455079.000000 Penalty: 5678.135254
	Iteration 23Q: 3 clusters Score -1.445508e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -14455548.000000 Penalty: 5678.135254
	Iteration 24Q: 3 clusters Score -1.445555e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -14456086.000000 Penalty: 5678.135254
	Iteration 25Q: 3 clusters Score -1.445609e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -14456694.000000 Penalty: 5678.135254
	Iteration 26Q: 3 clusters Score -1.445669e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -14457234.000000 Penalty: 5678.135254
	Iteration 27Q: 3 clusters Score -1.445723e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -14457751.000000 Penalty: 5678.135254
	Iteration 28Q: 3 clusters Score -1.445775e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -14458233.000000 Penalty: 5678.135254
	Iteration 29Q: 3 clusters Score -1.445823e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -14458723.000000 Penalty: 5678.135254
	Iteration 30Q: 3 clusters Score -1.445872e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -14459222.000000 Penalty: 5678.135254
	Iteration 31Q: 3 clusters Score -1.445922e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -14459674.000000 Penalty: 5678.135254
	Iteration 32Q: 3 clusters Score -1.445967e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -14460110.000000 Penalty: 5678.135254
	Iteration 33Q: 3 clusters Score -1.446011e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -14460479.000000 Penalty: 5678.135254
	Iteration 34Q: 3 clusters Score -1.446048e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -14460884.000000 Penalty: 5678.135254
	Iteration 35Q: 3 clusters Score -1.446088e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -14461221.000000 Penalty: 5678.135254
	Iteration 36Q: 3 clusters Score -1.446122e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -14461547.000000 Penalty: 5678.135254
	Iteration 37Q: 3 clusters Score -1.446155e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -14461796.000000 Penalty: 5678.135254
	Iteration 38Q: 3 clusters Score -1.44618e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -14461961.000000 Penalty: 5678.135254
	Iteration 39Q: 3 clusters Score -1.446196e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -14462145.000000 Penalty: 5678.135254
	Iteration 40F: 3 clusters Score -1.446214e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -14462318.000000 Penalty: 5678.135254
	Iteration 41Q: 3 clusters Score -1.446232e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -14462474.000000 Penalty: 5678.135254
	Iteration 42Q: 3 clusters Score -1.446247e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -14462569.000000 Penalty: 5678.135254
	Iteration 43Q: 3 clusters Score -1.446257e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -14462646.000000 Penalty: 5678.135254
	Iteration 44Q: 3 clusters Score -1.446265e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -14462744.000000 Penalty: 5678.135254
	Iteration 45Q: 3 clusters Score -1.446274e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -14462826.000000 Penalty: 5678.135254
	Iteration 46Q: 3 clusters Score -1.446283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -14462908.000000 Penalty: 5678.135254
	Iteration 47Q: 3 clusters Score -1.446291e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -14462974.000000 Penalty: 5678.135254
	Iteration 48Q: 3 clusters Score -1.446297e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -14463028.000000 Penalty: 5678.135254
	Iteration 49Q: 3 clusters Score -1.446303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -14463091.000000 Penalty: 5678.135254
	Iteration 50Q: 3 clusters Score -1.446309e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -14463106.000000 Penalty: 5678.135254
	Iteration 51Q: 3 clusters Score -1.446311e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -14463134.000000 Penalty: 5678.135254
	Iteration 52Q: 3 clusters Score -1.446313e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -14463148.000000 Penalty: 5678.135254
	Iteration 53Q: 3 clusters Score -1.446315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -14463201.000000 Penalty: 5678.135254
	Iteration 54Q: 3 clusters Score -1.44632e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -14463212.000000 Penalty: 5678.135254
	Iteration 55Q: 3 clusters Score -1.446321e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -14463249.000000 Penalty: 5678.135254
	Iteration 56Q: 3 clusters Score -1.446325e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -14463271.000000 Penalty: 5678.135254
	Iteration 57Q: 3 clusters Score -1.446327e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -14463298.000000 Penalty: 5678.135254
	Iteration 58Q: 3 clusters Score -1.44633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -14463296.000000 Penalty: 5678.135254
	Iteration 59Q: 3 clusters Score -1.44633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -14463332.000000 Penalty: 5678.135254
	Iteration 60F: 3 clusters Score -1.446333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -14463328.000000 Penalty: 5678.135254
	Iteration 61Q: 3 clusters Score -1.446333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -14463360.000000 Penalty: 5678.135254
	Iteration 62Q: 3 clusters Score -1.446336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -14463365.000000 Penalty: 5678.135254
	Iteration 63Q: 3 clusters Score -1.446336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -14463369.000000 Penalty: 5678.135254
	Iteration 64Q: 3 clusters Score -1.446337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -14463387.000000 Penalty: 5678.135254
	Iteration 65Q: 3 clusters Score -1.446339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -14463378.000000 Penalty: 5678.135254
	Iteration 66Q: 3 clusters Score -1.446338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -14463383.000000 Penalty: 5678.135254
	Iteration 67Q: 3 clusters Score -1.446338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -14463377.000000 Penalty: 5678.135254
	Iteration 68Q: 3 clusters Score -1.446338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -14463389.000000 Penalty: 5678.135254
	Iteration 69Q: 3 clusters Score -1.446339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -14463389.000000 Penalty: 5678.135254
	Iteration 70Q: 3 clusters Score -1.446339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -14463385.000000 Penalty: 5678.135254
	Iteration 71Q: 3 clusters Score -1.446338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -14463386.000000 Penalty: 5678.135254
	Iteration 72Q: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -14463387.000000 Penalty: 5678.135254
	Iteration 73Q: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -14463386.000000 Penalty: 5678.135254
	Iteration 74Q: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -14463396.000000 Penalty: 5678.135254
	Iteration 75Q: 3 clusters Score -1.44634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -14463395.000000 Penalty: 5678.135254
	Iteration 76Q: 3 clusters Score -1.44634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -14463394.000000 Penalty: 5678.135254
	Iteration 77Q: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -14463388.000000 Penalty: 5678.135254
	Iteration 78Q: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -14463395.000000 Penalty: 5678.135254
	Iteration 79Q: 3 clusters Score -1.44634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -14463394.000000 Penalty: 5678.135254
	Iteration 80F: 3 clusters Score -1.446339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -14463395.000000 Penalty: 5678.135254
	Iteration 81Q: 3 clusters Score -1.44634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -14463396.000000 Penalty: 5678.135254
	Iteration 82Q: 3 clusters Score -1.44634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -14463396.000000 Penalty: 5678.135254
	Iteration 83F: 3 clusters Score -1.44634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Entering Unmasked Estep 
Score: -2977401.250000 Penalty: 2452.064697
	Iteration 0F: 2 clusters Score -2977401 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 9840 members 
Entering Unmasked Estep 
Score: -2963527.250000 Penalty: 4904.129395
	Iteration 0F: 3 clusters Score -2963527 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2968140.500000 Penalty: 4904.129395
	Iteration 1F: 3 clusters Score -2968140 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2968626.000000 Penalty: 4904.129395
	Iteration 2F: 3 clusters Score -2968626 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2969231.000000 Penalty: 4904.129395
	Iteration 3F: 3 clusters Score -2969231 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2969963.500000 Penalty: 4904.129395
	Iteration 4F: 3 clusters Score -2969964 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2970859.000000 Penalty: 4904.129395
	Iteration 5F: 3 clusters Score -2970859 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2971915.750000 Penalty: 4904.129395
	Iteration 6F: 3 clusters Score -2971916 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2973039.000000 Penalty: 4904.129395
	Iteration 7F: 3 clusters Score -2973039 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2973949.000000 Penalty: 4904.129395
	Iteration 8F: 3 clusters Score -2973949 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2974640.000000 Penalty: 4904.129395
	Iteration 9Q: 3 clusters Score -2974640 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2975027.750000 Penalty: 4904.129395
	Iteration 10Q: 3 clusters Score -2975028 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2975308.500000 Penalty: 4904.129395
	Iteration 11Q: 3 clusters Score -2975308 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2975464.500000 Penalty: 4904.129395
	Iteration 12Q: 3 clusters Score -2975464 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2975573.750000 Penalty: 4904.129395
	Iteration 13Q: 3 clusters Score -2975574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2975635.250000 Penalty: 4904.129395
	Iteration 14Q: 3 clusters Score -2975635 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2975671.000000 Penalty: 4904.129395
	Iteration 15Q: 3 clusters Score -2975671 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2975724.750000 Penalty: 4904.129395
	Iteration 16Q: 3 clusters Score -2975725 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2975771.000000 Penalty: 4904.129395
	Iteration 17Q: 3 clusters Score -2975771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2975803.750000 Penalty: 4904.129395
	Iteration 18Q: 3 clusters Score -2975804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2975820.500000 Penalty: 4904.129395
	Iteration 19Q: 3 clusters Score -2975820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2975831.000000 Penalty: 4904.129395
	Iteration 20F: 3 clusters Score -2975831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2975846.000000 Penalty: 4904.129395
	Iteration 21Q: 3 clusters Score -2975846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2975867.750000 Penalty: 4904.129395
	Iteration 22Q: 3 clusters Score -2975868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2975876.750000 Penalty: 4904.129395
	Iteration 23Q: 3 clusters Score -2975877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2975878.250000 Penalty: 4904.129395
	Iteration 24Q: 3 clusters Score -2975878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2975893.500000 Penalty: 4904.129395
	Iteration 25Q: 3 clusters Score -2975894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2975902.000000 Penalty: 4904.129395
	Iteration 26Q: 3 clusters Score -2975902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2975909.500000 Penalty: 4904.129395
	Iteration 27Q: 3 clusters Score -2975910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2975916.750000 Penalty: 4904.129395
	Iteration 28Q: 3 clusters Score -2975917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2975920.500000 Penalty: 4904.129395
	Iteration 29Q: 3 clusters Score -2975920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2975924.250000 Penalty: 4904.129395
	Iteration 30Q: 3 clusters Score -2975924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2975931.500000 Penalty: 4904.129395
	Iteration 31Q: 3 clusters Score -2975932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2975939.250000 Penalty: 4904.129395
	Iteration 32Q: 3 clusters Score -2975939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2975942.500000 Penalty: 4904.129395
	Iteration 33Q: 3 clusters Score -2975942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2975938.000000 Penalty: 4904.129395
	Iteration 34Q: 3 clusters Score -2975938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2975942.500000 Penalty: 4904.129395
	Iteration 35Q: 3 clusters Score -2975942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2975954.500000 Penalty: 4904.129395
	Iteration 36Q: 3 clusters Score -2975954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2975953.500000 Penalty: 4904.129395
	Iteration 37Q: 3 clusters Score -2975954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2975954.750000 Penalty: 4904.129395
	Iteration 38Q: 3 clusters Score -2975955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2975951.750000 Penalty: 4904.129395
	Iteration 39Q: 3 clusters Score -2975952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2975961.000000 Penalty: 4904.129395
	Iteration 40F: 3 clusters Score -2975961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2975956.750000 Penalty: 4904.129395
	Iteration 41Q: 3 clusters Score -2975957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2975956.750000 Penalty: 4904.129395
	Iteration 42Q: 3 clusters Score -2975957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2975960.000000 Penalty: 4904.129395
	Iteration 43Q: 3 clusters Score -2975960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2975960.000000 Penalty: 4904.129395
	Iteration 44F: 3 clusters Score -2975960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -55442.191406 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -55442.19 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 256 members 
Entering Unmasked Estep 
Score: -54190.968750 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -54190.97 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54515.972656 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -54515.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54676.843750 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54676.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -54843.066406 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -54843.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -54943.089844 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54943.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -55056.925781 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -55056.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -55083.652344 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -55083.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -55102.574219 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -55102.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -55109.777344 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -55109.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55111.589844 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -55111.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55111.589844 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -55111.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Entering Unmasked Estep 
Score: -4345392.000000 Penalty: 2555.302246
	Iteration 0F: 2 clusters Score -4345392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4324871.500000 Penalty: 5110.604492
	Iteration 0F: 3 clusters Score -4324872 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4332235.000000 Penalty: 5110.604492
	Iteration 1F: 3 clusters Score -4332235 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4332702.500000 Penalty: 5110.604492
	Iteration 2Q: 3 clusters Score -4332702 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4333117.500000 Penalty: 5110.604492
	Iteration 3Q: 3 clusters Score -4333118 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4333517.000000 Penalty: 5110.604492
	Iteration 4Q: 3 clusters Score -4333517 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4333872.500000 Penalty: 5110.604492
	Iteration 5Q: 3 clusters Score -4333872 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4334181.500000 Penalty: 5110.604492
	Iteration 6Q: 3 clusters Score -4334182 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4334571.000000 Penalty: 5110.604492
	Iteration 7Q: 3 clusters Score -4334571 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4334998.000000 Penalty: 5110.604492
	Iteration 8Q: 3 clusters Score -4334998 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4335472.500000 Penalty: 5110.604492
	Iteration 9Q: 3 clusters Score -4335472 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4336076.000000 Penalty: 5110.604492
	Iteration 10Q: 3 clusters Score -4336076 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4336888.000000 Penalty: 5110.604492
	Iteration 11Q: 3 clusters Score -4336888 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4337834.000000 Penalty: 5110.604492
	Iteration 12Q: 3 clusters Score -4337834 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4338813.000000 Penalty: 5110.604492
	Iteration 13Q: 3 clusters Score -4338813 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4339801.000000 Penalty: 5110.604492
	Iteration 14Q: 3 clusters Score -4339801 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4340636.000000 Penalty: 5110.604492
	Iteration 15Q: 3 clusters Score -4340636 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4341319.000000 Penalty: 5110.604492
	Iteration 16Q: 3 clusters Score -4341319 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4341818.000000 Penalty: 5110.604492
	Iteration 17Q: 3 clusters Score -4341818 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4342197.000000 Penalty: 5110.604492
	Iteration 18Q: 3 clusters Score -4342197 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4342477.000000 Penalty: 5110.604492
	Iteration 19Q: 3 clusters Score -4342477 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4342683.500000 Penalty: 5110.604492
	Iteration 20F: 3 clusters Score -4342684 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4342844.000000 Penalty: 5110.604492
	Iteration 21Q: 3 clusters Score -4342844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4342945.000000 Penalty: 5110.604492
	Iteration 22Q: 3 clusters Score -4342945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4343021.000000 Penalty: 5110.604492
	Iteration 23Q: 3 clusters Score -4343021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4343074.000000 Penalty: 5110.604492
	Iteration 24Q: 3 clusters Score -4343074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4343114.000000 Penalty: 5110.604492
	Iteration 25Q: 3 clusters Score -4343114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4343147.000000 Penalty: 5110.604492
	Iteration 26Q: 3 clusters Score -4343147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4343149.000000 Penalty: 5110.604492
	Iteration 27Q: 3 clusters Score -4343149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4343161.500000 Penalty: 5110.604492
	Iteration 28Q: 3 clusters Score -4343162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4343163.500000 Penalty: 5110.604492
	Iteration 29Q: 3 clusters Score -4343164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4343171.500000 Penalty: 5110.604492
	Iteration 30Q: 3 clusters Score -4343172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4343173.500000 Penalty: 5110.604492
	Iteration 31Q: 3 clusters Score -4343174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4343180.000000 Penalty: 5110.604492
	Iteration 32Q: 3 clusters Score -4343180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4343188.500000 Penalty: 5110.604492
	Iteration 33Q: 3 clusters Score -4343188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4343184.500000 Penalty: 5110.604492
	Iteration 34Q: 3 clusters Score -4343184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4343187.500000 Penalty: 5110.604492
	Iteration 35Q: 3 clusters Score -4343188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4343190.500000 Penalty: 5110.604492
	Iteration 36Q: 3 clusters Score -4343190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4343192.500000 Penalty: 5110.604492
	Iteration 37Q: 3 clusters Score -4343192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4343202.500000 Penalty: 5110.604492
	Iteration 38Q: 3 clusters Score -4343202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4343199.000000 Penalty: 5110.604492
	Iteration 39Q: 3 clusters Score -4343199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4343199.000000 Penalty: 5110.604492
	Iteration 40F: 3 clusters Score -4343199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -462931.375000 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -462931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -459459.218750 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -459459.2 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460318.062500 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -460318.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -460676.031250 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -460676 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -460994.437500 Penalty: 4027.959473
	Iteration 3F: 3 clusters Score -460994.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -461306.718750 Penalty: 4027.959473
	Iteration 4F: 3 clusters Score -461306.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -461597.906250 Penalty: 4027.959473
	Iteration 5F: 3 clusters Score -461597.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -461862.718750 Penalty: 4027.959473
	Iteration 6F: 3 clusters Score -461862.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -462124.218750 Penalty: 4027.959473
	Iteration 7F: 3 clusters Score -462124.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -462315.468750 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -462315.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -462403.062500 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -462403.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -462457.187500 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -462457.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -462491.031250 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -462491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -462510.968750 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -462511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -462524.125000 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -462524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -462535.343750 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -462535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -462543.218750 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -462543.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -462548.062500 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -462548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -462552.968750 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -462553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -462554.062500 Penalty: 4027.959473
	Iteration 18Q: 3 clusters Score -462554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -462555.500000 Penalty: 4027.959473
	Iteration 19Q: 3 clusters Score -462555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -462555.656250 Penalty: 4027.959473
	Iteration 20F: 3 clusters Score -462555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1643853.500000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1643854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1635864.000000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1635864 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1638099.500000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1638100 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1638416.750000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1638417 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1638680.000000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1638680 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1638921.750000 Penalty: 4596.809082
	Iteration 4Q: 3 clusters Score -1638922 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1639164.625000 Penalty: 4596.809082
	Iteration 5Q: 3 clusters Score -1639165 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1639411.500000 Penalty: 4596.809082
	Iteration 6Q: 3 clusters Score -1639412 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1639695.375000 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1639695 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1640019.000000 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1640019 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1640375.500000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1640376 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1640723.875000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1640724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1641071.500000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1641072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1641354.625000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1641355 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1641590.875000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1641591 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1641759.125000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1641759 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1641864.500000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1641864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1641929.750000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1641930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1641973.375000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1641973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1642000.000000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1642000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1642020.000000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1642020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1642030.125000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1642030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1642041.375000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1642041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1642053.250000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1642053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1642063.500000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1642064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1642074.875000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1642075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1642083.500000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1642084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1642085.125000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1642085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1642093.750000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1642094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1642095.250000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1642095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1642096.250000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1642096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1642097.750000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1642098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1642100.375000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1642100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1642099.625000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1642100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1642102.375000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1642102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1642101.000000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1642101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1642102.500000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1642102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1642104.125000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1642104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1642107.250000 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1642107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1642108.125000 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1642108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1642108.125000 Penalty: 4596.809082
	Iteration 39F: 3 clusters Score -1642108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Entering Unmasked Estep 
Score: -6461573.000000 Penalty: 2638.109131
	Iteration 0F: 2 clusters Score -6461573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -6433430.500000 Penalty: 5276.218262
	Iteration 0F: 3 clusters Score -6433430 nChanged 18955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -6444182.500000 Penalty: 5276.218262
	Iteration 1F: 3 clusters Score -6444182 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -6444884.500000 Penalty: 5276.218262
	Iteration 2Q: 3 clusters Score -6444884 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -6445569.000000 Penalty: 5276.218262
	Iteration 3Q: 3 clusters Score -6445569 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -6446306.500000 Penalty: 5276.218262
	Iteration 4Q: 3 clusters Score -6446306 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6447254.500000 Penalty: 5276.218262
	Iteration 5Q: 3 clusters Score -6447254 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -6448473.500000 Penalty: 5276.218262
	Iteration 6F: 3 clusters Score -6448474 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6450000.500000 Penalty: 5276.218262
	Iteration 7F: 3 clusters Score -6450000 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6451774.500000 Penalty: 5276.218262
	Iteration 8F: 3 clusters Score -6451774 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6453468.500000 Penalty: 5276.218262
	Iteration 9F: 3 clusters Score -6453468 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -6454656.000000 Penalty: 5276.218262
	Iteration 10Q: 3 clusters Score -6454656 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -6455208.000000 Penalty: 5276.218262
	Iteration 11Q: 3 clusters Score -6455208 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -6455392.000000 Penalty: 5276.218262
	Iteration 12Q: 3 clusters Score -6455392 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6455530.000000 Penalty: 5276.218262
	Iteration 13Q: 3 clusters Score -6455530 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -6455604.000000 Penalty: 5276.218262
	Iteration 14Q: 3 clusters Score -6455604 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6455633.000000 Penalty: 5276.218262
	Iteration 15Q: 3 clusters Score -6455633 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -6455686.500000 Penalty: 5276.218262
	Iteration 16Q: 3 clusters Score -6455686 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6455710.500000 Penalty: 5276.218262
	Iteration 17Q: 3 clusters Score -6455710 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6455755.000000 Penalty: 5276.218262
	Iteration 18Q: 3 clusters Score -6455755 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6455781.500000 Penalty: 5276.218262
	Iteration 19Q: 3 clusters Score -6455782 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6455798.000000 Penalty: 5276.218262
	Iteration 20F: 3 clusters Score -6455798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -6455826.000000 Penalty: 5276.218262
	Iteration 21Q: 3 clusters Score -6455826 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -6455853.000000 Penalty: 5276.218262
	Iteration 22Q: 3 clusters Score -6455853 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -6455897.500000 Penalty: 5276.218262
	Iteration 23Q: 3 clusters Score -6455898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6455920.000000 Penalty: 5276.218262
	Iteration 24Q: 3 clusters Score -6455920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -6455958.000000 Penalty: 5276.218262
	Iteration 25Q: 3 clusters Score -6455958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -6455976.500000 Penalty: 5276.218262
	Iteration 26Q: 3 clusters Score -6455976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -6455986.000000 Penalty: 5276.218262
	Iteration 27Q: 3 clusters Score -6455986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -6456004.500000 Penalty: 5276.218262
	Iteration 28Q: 3 clusters Score -6456004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -6456023.500000 Penalty: 5276.218262
	Iteration 29Q: 3 clusters Score -6456024 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -6456044.500000 Penalty: 5276.218262
	Iteration 30Q: 3 clusters Score -6456044 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -6456071.500000 Penalty: 5276.218262
	Iteration 31Q: 3 clusters Score -6456072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -6456116.500000 Penalty: 5276.218262
	Iteration 32Q: 3 clusters Score -6456116 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -6456125.000000 Penalty: 5276.218262
	Iteration 33Q: 3 clusters Score -6456125 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6456156.500000 Penalty: 5276.218262
	Iteration 34Q: 3 clusters Score -6456156 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -6456179.500000 Penalty: 5276.218262
	Iteration 35Q: 3 clusters Score -6456180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -6456219.500000 Penalty: 5276.218262
	Iteration 36Q: 3 clusters Score -6456220 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -6456271.000000 Penalty: 5276.218262
	Iteration 37Q: 3 clusters Score -6456271 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -6456313.500000 Penalty: 5276.218262
	Iteration 38Q: 3 clusters Score -6456314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -6456362.500000 Penalty: 5276.218262
	Iteration 39Q: 3 clusters Score -6456362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -6456379.000000 Penalty: 5276.218262
	Iteration 40F: 3 clusters Score -6456379 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -6456400.000000 Penalty: 5276.218262
	Iteration 41Q: 3 clusters Score -6456400 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -6456432.500000 Penalty: 5276.218262
	Iteration 42Q: 3 clusters Score -6456432 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6456463.500000 Penalty: 5276.218262
	Iteration 43Q: 3 clusters Score -6456464 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6456516.000000 Penalty: 5276.218262
	Iteration 44Q: 3 clusters Score -6456516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6456557.000000 Penalty: 5276.218262
	Iteration 45Q: 3 clusters Score -6456557 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -6456598.000000 Penalty: 5276.218262
	Iteration 46Q: 3 clusters Score -6456598 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -6456665.500000 Penalty: 5276.218262
	Iteration 47Q: 3 clusters Score -6456666 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -6456709.000000 Penalty: 5276.218262
	Iteration 48Q: 3 clusters Score -6456709 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -6456776.000000 Penalty: 5276.218262
	Iteration 49Q: 3 clusters Score -6456776 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -6456832.000000 Penalty: 5276.218262
	Iteration 50Q: 3 clusters Score -6456832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -6456892.000000 Penalty: 5276.218262
	Iteration 51Q: 3 clusters Score -6456892 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -6456965.500000 Penalty: 5276.218262
	Iteration 52Q: 3 clusters Score -6456966 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6457041.500000 Penalty: 5276.218262
	Iteration 53Q: 3 clusters Score -6457042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6457128.000000 Penalty: 5276.218262
	Iteration 54Q: 3 clusters Score -6457128 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6457157.500000 Penalty: 5276.218262
	Iteration 55Q: 3 clusters Score -6457158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6457232.500000 Penalty: 5276.218262
	Iteration 56Q: 3 clusters Score -6457232 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -6457322.500000 Penalty: 5276.218262
	Iteration 57Q: 3 clusters Score -6457322 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6457389.500000 Penalty: 5276.218262
	Iteration 58Q: 3 clusters Score -6457390 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -6457455.500000 Penalty: 5276.218262
	Iteration 59Q: 3 clusters Score -6457456 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6457549.500000 Penalty: 5276.218262
	Iteration 60F: 3 clusters Score -6457550 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -6457659.000000 Penalty: 5276.218262
	Iteration 61Q: 3 clusters Score -6457659 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -6457737.500000 Penalty: 5276.218262
	Iteration 62Q: 3 clusters Score -6457738 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -6457831.000000 Penalty: 5276.218262
	Iteration 63Q: 3 clusters Score -6457831 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -6457917.000000 Penalty: 5276.218262
	Iteration 64Q: 3 clusters Score -6457917 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6458004.000000 Penalty: 5276.218262
	Iteration 65Q: 3 clusters Score -6458004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6458076.000000 Penalty: 5276.218262
	Iteration 66Q: 3 clusters Score -6458076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6458172.000000 Penalty: 5276.218262
	Iteration 67Q: 3 clusters Score -6458172 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6458233.000000 Penalty: 5276.218262
	Iteration 68Q: 3 clusters Score -6458233 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6458304.000000 Penalty: 5276.218262
	Iteration 69Q: 3 clusters Score -6458304 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6458380.000000 Penalty: 5276.218262
	Iteration 70Q: 3 clusters Score -6458380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6458418.500000 Penalty: 5276.218262
	Iteration 71Q: 3 clusters Score -6458418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6458463.000000 Penalty: 5276.218262
	Iteration 72Q: 3 clusters Score -6458463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6458521.000000 Penalty: 5276.218262
	Iteration 73Q: 3 clusters Score -6458521 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6458592.500000 Penalty: 5276.218262
	Iteration 74Q: 3 clusters Score -6458592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6458628.500000 Penalty: 5276.218262
	Iteration 75Q: 3 clusters Score -6458628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6458672.500000 Penalty: 5276.218262
	Iteration 76Q: 3 clusters Score -6458672 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6458711.000000 Penalty: 5276.218262
	Iteration 77Q: 3 clusters Score -6458711 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6458751.000000 Penalty: 5276.218262
	Iteration 78Q: 3 clusters Score -6458751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6458790.000000 Penalty: 5276.218262
	Iteration 79Q: 3 clusters Score -6458790 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6458851.000000 Penalty: 5276.218262
	Iteration 80F: 3 clusters Score -6458851 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6458906.500000 Penalty: 5276.218262
	Iteration 81Q: 3 clusters Score -6458906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6458931.500000 Penalty: 5276.218262
	Iteration 82Q: 3 clusters Score -6458932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6458971.000000 Penalty: 5276.218262
	Iteration 83Q: 3 clusters Score -6458971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6459013.000000 Penalty: 5276.218262
	Iteration 84Q: 3 clusters Score -6459013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6459047.000000 Penalty: 5276.218262
	Iteration 85Q: 3 clusters Score -6459047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6459070.000000 Penalty: 5276.218262
	Iteration 86Q: 3 clusters Score -6459070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6459096.500000 Penalty: 5276.218262
	Iteration 87Q: 3 clusters Score -6459096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6459111.000000 Penalty: 5276.218262
	Iteration 88Q: 3 clusters Score -6459111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6459133.500000 Penalty: 5276.218262
	Iteration 89Q: 3 clusters Score -6459134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6459165.000000 Penalty: 5276.218262
	Iteration 90Q: 3 clusters Score -6459165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6459184.000000 Penalty: 5276.218262
	Iteration 91Q: 3 clusters Score -6459184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6459194.500000 Penalty: 5276.218262
	Iteration 92Q: 3 clusters Score -6459194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6459196.500000 Penalty: 5276.218262
	Iteration 93Q: 3 clusters Score -6459196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6459200.000000 Penalty: 5276.218262
	Iteration 94Q: 3 clusters Score -6459200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6459222.000000 Penalty: 5276.218262
	Iteration 95Q: 3 clusters Score -6459222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6459231.000000 Penalty: 5276.218262
	Iteration 96Q: 3 clusters Score -6459231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6459228.000000 Penalty: 5276.218262
	Iteration 97Q: 3 clusters Score -6459228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6459233.500000 Penalty: 5276.218262
	Iteration 98Q: 3 clusters Score -6459234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6459250.500000 Penalty: 5276.218262
	Iteration 99Q: 3 clusters Score -6459250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6459259.500000 Penalty: 5276.218262
	Iteration 100F: 3 clusters Score -6459260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6459279.500000 Penalty: 5276.218262
	Iteration 101Q: 3 clusters Score -6459280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6459287.000000 Penalty: 5276.218262
	Iteration 102Q: 3 clusters Score -6459287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6459296.000000 Penalty: 5276.218262
	Iteration 103Q: 3 clusters Score -6459296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6459297.500000 Penalty: 5276.218262
	Iteration 104Q: 3 clusters Score -6459298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6459310.500000 Penalty: 5276.218262
	Iteration 105Q: 3 clusters Score -6459310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6459308.500000 Penalty: 5276.218262
	Iteration 106Q: 3 clusters Score -6459308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6459319.000000 Penalty: 5276.218262
	Iteration 107Q: 3 clusters Score -6459319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6459328.000000 Penalty: 5276.218262
	Iteration 108Q: 3 clusters Score -6459328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6459332.500000 Penalty: 5276.218262
	Iteration 109Q: 3 clusters Score -6459332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6459328.000000 Penalty: 5276.218262
	Iteration 110Q: 3 clusters Score -6459328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6459327.000000 Penalty: 5276.218262
	Iteration 111Q: 3 clusters Score -6459327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6459325.500000 Penalty: 5276.218262
	Iteration 112Q: 3 clusters Score -6459326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6459330.500000 Penalty: 5276.218262
	Iteration 113Q: 3 clusters Score -6459330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6459330.000000 Penalty: 5276.218262
	Iteration 114Q: 3 clusters Score -6459330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6459329.500000 Penalty: 5276.218262
	Iteration 115Q: 3 clusters Score -6459330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6459328.000000 Penalty: 5276.218262
	Iteration 116Q: 3 clusters Score -6459328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6459326.500000 Penalty: 5276.218262
	Iteration 117Q: 3 clusters Score -6459326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6459329.000000 Penalty: 5276.218262
	Iteration 118Q: 3 clusters Score -6459329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6459335.000000 Penalty: 5276.218262
	Iteration 119Q: 3 clusters Score -6459335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6459334.500000 Penalty: 5276.218262
	Iteration 120F: 3 clusters Score -6459334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6459337.500000 Penalty: 5276.218262
	Iteration 121Q: 3 clusters Score -6459338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6459332.500000 Penalty: 5276.218262
	Iteration 122Q: 3 clusters Score -6459332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6459341.500000 Penalty: 5276.218262
	Iteration 123Q: 3 clusters Score -6459342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6459341.500000 Penalty: 5276.218262
	Iteration 124F: 3 clusters Score -6459342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Entering Unmasked Estep 
Score: -9373750.000000 Penalty: 2728.661377
	Iteration 0F: 2 clusters Score -9373750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -9333569.000000 Penalty: 5457.322754
	Iteration 0F: 3 clusters Score -9333569 nChanged 27940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -9349120.000000 Penalty: 5457.322754
	Iteration 1F: 3 clusters Score -9349120 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -9349861.000000 Penalty: 5457.322754
	Iteration 2Q: 3 clusters Score -9349861 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -9350644.000000 Penalty: 5457.322754
	Iteration 3Q: 3 clusters Score -9350644 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -9351650.000000 Penalty: 5457.322754
	Iteration 4Q: 3 clusters Score -9351650 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -9353287.000000 Penalty: 5457.322754
	Iteration 5F: 3 clusters Score -9353287 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -9355711.000000 Penalty: 5457.322754
	Iteration 6F: 3 clusters Score -9355711 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -9359053.000000 Penalty: 5457.322754
	Iteration 7F: 3 clusters Score -9359053 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -9362985.000000 Penalty: 5457.322754
	Iteration 8F: 3 clusters Score -9362985 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -9366533.000000 Penalty: 5457.322754
	Iteration 9F: 3 clusters Score -9366533 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -9368922.000000 Penalty: 5457.322754
	Iteration 10Q: 3 clusters Score -9368922 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9370133.000000 Penalty: 5457.322754
	Iteration 11Q: 3 clusters Score -9370133 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9370639.000000 Penalty: 5457.322754
	Iteration 12Q: 3 clusters Score -9370639 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9370927.000000 Penalty: 5457.322754
	Iteration 13Q: 3 clusters Score -9370927 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9371106.000000 Penalty: 5457.322754
	Iteration 14Q: 3 clusters Score -9371106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9371208.000000 Penalty: 5457.322754
	Iteration 15Q: 3 clusters Score -9371208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9371264.000000 Penalty: 5457.322754
	Iteration 16Q: 3 clusters Score -9371264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9371277.000000 Penalty: 5457.322754
	Iteration 17Q: 3 clusters Score -9371277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9371301.000000 Penalty: 5457.322754
	Iteration 18Q: 3 clusters Score -9371301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9371324.000000 Penalty: 5457.322754
	Iteration 19Q: 3 clusters Score -9371324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9371347.000000 Penalty: 5457.322754
	Iteration 20F: 3 clusters Score -9371347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9371358.000000 Penalty: 5457.322754
	Iteration 21Q: 3 clusters Score -9371358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9371385.000000 Penalty: 5457.322754
	Iteration 22Q: 3 clusters Score -9371385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9371381.000000 Penalty: 5457.322754
	Iteration 23Q: 3 clusters Score -9371381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9371385.000000 Penalty: 5457.322754
	Iteration 24Q: 3 clusters Score -9371385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9371391.000000 Penalty: 5457.322754
	Iteration 25Q: 3 clusters Score -9371391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9371387.000000 Penalty: 5457.322754
	Iteration 26Q: 3 clusters Score -9371387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9371387.000000 Penalty: 5457.322754
	Iteration 27Q: 3 clusters Score -9371387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9371394.000000 Penalty: 5457.322754
	Iteration 28Q: 3 clusters Score -9371394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9371408.000000 Penalty: 5457.322754
	Iteration 29Q: 3 clusters Score -9371408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9371412.000000 Penalty: 5457.322754
	Iteration 30Q: 3 clusters Score -9371412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9371420.000000 Penalty: 5457.322754
	Iteration 31Q: 3 clusters Score -9371420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9371417.000000 Penalty: 5457.322754
	Iteration 32Q: 3 clusters Score -9371417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9371417.000000 Penalty: 5457.322754
	Iteration 33F: 3 clusters Score -9371417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Entering Unmasked Estep 
Score: -9618617.000000 Penalty: 2738.680420
	Iteration 0F: 2 clusters Score -9618617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -9576752.000000 Penalty: 5477.360840
	Iteration 0F: 3 clusters Score -9576752 nChanged 28992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -9593259.000000 Penalty: 5477.360840
	Iteration 1F: 3 clusters Score -9593259 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -9593872.000000 Penalty: 5477.360840
	Iteration 2Q: 3 clusters Score -9593872 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -9594520.000000 Penalty: 5477.360840
	Iteration 3Q: 3 clusters Score -9594520 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -9595348.000000 Penalty: 5477.360840
	Iteration 4Q: 3 clusters Score -9595348 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9596583.000000 Penalty: 5477.360840
	Iteration 5Q: 3 clusters Score -9596583 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -9598435.000000 Penalty: 5477.360840
	Iteration 6F: 3 clusters Score -9598435 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -9601099.000000 Penalty: 5477.360840
	Iteration 7F: 3 clusters Score -9601099 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -9604640.000000 Penalty: 5477.360840
	Iteration 8F: 3 clusters Score -9604640 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -9608344.000000 Penalty: 5477.360840
	Iteration 9F: 3 clusters Score -9608344 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9611301.000000 Penalty: 5477.360840
	Iteration 10F: 3 clusters Score -9611301 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -9613271.000000 Penalty: 5477.360840
	Iteration 11Q: 3 clusters Score -9613271 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9614539.000000 Penalty: 5477.360840
	Iteration 12Q: 3 clusters Score -9614539 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9615159.000000 Penalty: 5477.360840
	Iteration 13Q: 3 clusters Score -9615159 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9615468.000000 Penalty: 5477.360840
	Iteration 14Q: 3 clusters Score -9615468 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9615691.000000 Penalty: 5477.360840
	Iteration 15Q: 3 clusters Score -9615691 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9615861.000000 Penalty: 5477.360840
	Iteration 16Q: 3 clusters Score -9615861 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9615960.000000 Penalty: 5477.360840
	Iteration 17Q: 3 clusters Score -9615960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9616025.000000 Penalty: 5477.360840
	Iteration 18Q: 3 clusters Score -9616025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9616098.000000 Penalty: 5477.360840
	Iteration 19Q: 3 clusters Score -9616098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9616145.000000 Penalty: 5477.360840
	Iteration 20F: 3 clusters Score -9616145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9616174.000000 Penalty: 5477.360840
	Iteration 21Q: 3 clusters Score -9616174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9616185.000000 Penalty: 5477.360840
	Iteration 22Q: 3 clusters Score -9616185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9616227.000000 Penalty: 5477.360840
	Iteration 23Q: 3 clusters Score -9616227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9616233.000000 Penalty: 5477.360840
	Iteration 24Q: 3 clusters Score -9616233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9616237.000000 Penalty: 5477.360840
	Iteration 25Q: 3 clusters Score -9616237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9616243.000000 Penalty: 5477.360840
	Iteration 26Q: 3 clusters Score -9616243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9616262.000000 Penalty: 5477.360840
	Iteration 27Q: 3 clusters Score -9616262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9616270.000000 Penalty: 5477.360840
	Iteration 28Q: 3 clusters Score -9616270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9616285.000000 Penalty: 5477.360840
	Iteration 29Q: 3 clusters Score -9616285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9616286.000000 Penalty: 5477.360840
	Iteration 30Q: 3 clusters Score -9616286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9616298.000000 Penalty: 5477.360840
	Iteration 31Q: 3 clusters Score -9616298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9616309.000000 Penalty: 5477.360840
	Iteration 32Q: 3 clusters Score -9616309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9616314.000000 Penalty: 5477.360840
	Iteration 33Q: 3 clusters Score -9616314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9616318.000000 Penalty: 5477.360840
	Iteration 34Q: 3 clusters Score -9616318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9616322.000000 Penalty: 5477.360840
	Iteration 35Q: 3 clusters Score -9616322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9616317.000000 Penalty: 5477.360840
	Iteration 36Q: 3 clusters Score -9616317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9616321.000000 Penalty: 5477.360840
	Iteration 37Q: 3 clusters Score -9616321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9616321.000000 Penalty: 5477.360840
	Iteration 38F: 3 clusters Score -9616321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Entering Unmasked Estep 
Score: -15773413.000000 Penalty: 2859.508057
	Iteration 0F: 2 clusters Score -1.577341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -15709353.000000 Penalty: 5719.016113
	Iteration 0F: 3 clusters Score -1.570935e+07 nChanged 48174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -15736997.000000 Penalty: 5719.016113
	Iteration 1F: 3 clusters Score -1.5737e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -15737640.000000 Penalty: 5719.016113
	Iteration 2Q: 3 clusters Score -1.573764e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -15738290.000000 Penalty: 5719.016113
	Iteration 3Q: 3 clusters Score -1.573829e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -15739088.000000 Penalty: 5719.016113
	Iteration 4Q: 3 clusters Score -1.573909e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -15740203.000000 Penalty: 5719.016113
	Iteration 5Q: 3 clusters Score -1.57402e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -15742124.000000 Penalty: 5719.016113
	Iteration 6Q: 3 clusters Score -1.574212e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -15745201.000000 Penalty: 5719.016113
	Iteration 7F: 3 clusters Score -1.57452e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -15750309.000000 Penalty: 5719.016113
	Iteration 8F: 3 clusters Score -1.575031e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -15757174.000000 Penalty: 5719.016113
	Iteration 9F: 3 clusters Score -1.575717e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -15764110.000000 Penalty: 5719.016113
	Iteration 10F: 3 clusters Score -1.576411e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -15768295.000000 Penalty: 5719.016113
	Iteration 11F: 3 clusters Score -1.57683e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -15770050.000000 Penalty: 5719.016113
	Iteration 12Q: 3 clusters Score -1.577005e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -15770602.000000 Penalty: 5719.016113
	Iteration 13Q: 3 clusters Score -1.57706e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -15770808.000000 Penalty: 5719.016113
	Iteration 14Q: 3 clusters Score -1.577081e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -15770888.000000 Penalty: 5719.016113
	Iteration 15Q: 3 clusters Score -1.577089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -15770943.000000 Penalty: 5719.016113
	Iteration 16Q: 3 clusters Score -1.577094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -15770970.000000 Penalty: 5719.016113
	Iteration 17Q: 3 clusters Score -1.577097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -15770983.000000 Penalty: 5719.016113
	Iteration 18Q: 3 clusters Score -1.577098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -15770993.000000 Penalty: 5719.016113
	Iteration 19Q: 3 clusters Score -1.577099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -15770999.000000 Penalty: 5719.016113
	Iteration 20F: 3 clusters Score -1.5771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -15771017.000000 Penalty: 5719.016113
	Iteration 21Q: 3 clusters Score -1.577102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -15771022.000000 Penalty: 5719.016113
	Iteration 22Q: 3 clusters Score -1.577102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -15771026.000000 Penalty: 5719.016113
	Iteration 23Q: 3 clusters Score -1.577103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -15771032.000000 Penalty: 5719.016113
	Iteration 24Q: 3 clusters Score -1.577103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -15771035.000000 Penalty: 5719.016113
	Iteration 25Q: 3 clusters Score -1.577104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -15771035.000000 Penalty: 5719.016113
	Iteration 26F: 3 clusters Score -1.577104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150629.546875 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150629.5 nChanged 305
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: -151156.515625 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -151156.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -151498.671875 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151498.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151714.125000 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -151714.1 nChanged 68
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: -151900.671875 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -151900.7 nChanged 47
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: -152020.609375 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -152020.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152110.140625 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -152110.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -152201.062500 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -152201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -152229.375000 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -152229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152252.484375 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -152252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152271.906250 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -152271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152278.750000 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -152278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152281.343750 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -152281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152281.343750 Penalty: 3474.421387
	Iteration 13F: 3 clusters Score -152281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104070 members 
Mstep: Class 3 contains 102140 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107487 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93700 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62509 members 
Mstep: Class 25 contains 101750 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803104.000000 Penalty: 88517.062500
Iteration 439Q: 27 clusters Score -1.378031e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104076 members 
Mstep: Class 3 contains 102139 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54372 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107495 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62503 members 
Mstep: Class 25 contains 101751 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137803088.000000 Penalty: 88517.062500
Iteration 440F: 27 clusters Score -1.378031e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 104080 members 
Mstep: Class 3 contains 102130 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33200 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54371 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107504 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93697 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60033 members 
Mstep: Class 24 contains 62505 members 
Mstep: Class 25 contains 101750 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802976.000000 Penalty: 88517.062500
Iteration 441Q: 27 clusters Score -1.37803e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104082 members 
Mstep: Class 3 contains 102128 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54372 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107509 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93697 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62505 members 
Mstep: Class 25 contains 101747 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802928.000000 Penalty: 88517.062500
Iteration 442Q: 27 clusters Score -1.378029e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 104085 members 
Mstep: Class 3 contains 102129 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54370 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107514 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 41668 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62507 members 
Mstep: Class 25 contains 101744 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802944.000000 Penalty: 88517.062500
Iteration 443Q: 27 clusters Score -1.378029e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104082 members 
Mstep: Class 3 contains 102141 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54365 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107517 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93695 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10593 members 
Mstep: Class 22 contains 41667 members 
Mstep: Class 23 contains 60030 members 
Mstep: Class 24 contains 62508 members 
Mstep: Class 25 contains 101745 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 444Q: 27 clusters Score -1.378028e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104085 members 
Mstep: Class 3 contains 102146 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54363 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107517 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93686 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 60030 members 
Mstep: Class 24 contains 62504 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802880.000000 Penalty: 88517.062500
Iteration 445Q: 27 clusters Score -1.378029e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104084 members 
Mstep: Class 3 contains 102150 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54362 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107515 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10589 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62505 members 
Mstep: Class 25 contains 101755 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 446Q: 27 clusters Score -1.378028e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104085 members 
Mstep: Class 3 contains 102139 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54360 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107524 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10588 members 
Mstep: Class 22 contains 41664 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62506 members 
Mstep: Class 25 contains 101757 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 447Q: 27 clusters Score -1.378028e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104087 members 
Mstep: Class 3 contains 102131 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54358 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107520 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93689 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10588 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62509 members 
Mstep: Class 25 contains 101760 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 448Q: 27 clusters Score -1.378029e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 104090 members 
Mstep: Class 3 contains 102123 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54359 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107513 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10588 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62513 members 
Mstep: Class 25 contains 101762 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 449Q: 27 clusters Score -1.378028e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102117 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54360 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107514 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93695 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10588 members 
Mstep: Class 22 contains 41675 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101764 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 450Q: 27 clusters Score -1.378028e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 104089 members 
Mstep: Class 3 contains 102119 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54360 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107508 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10589 members 
Mstep: Class 22 contains 41675 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62521 members 
Mstep: Class 25 contains 101766 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802912.000000 Penalty: 88517.062500
Iteration 451Q: 27 clusters Score -1.378029e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 104089 members 
Mstep: Class 3 contains 102113 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54360 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107510 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93692 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10589 members 
Mstep: Class 22 contains 41675 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62524 members 
Mstep: Class 25 contains 101769 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802896.000000 Penalty: 88517.062500
Iteration 452Q: 27 clusters Score -1.378029e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102113 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54357 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107515 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93687 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10586 members 
Mstep: Class 22 contains 41674 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62523 members 
Mstep: Class 25 contains 101773 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802864.000000 Penalty: 88517.062500
Iteration 453Q: 27 clusters Score -1.378029e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 104095 members 
Mstep: Class 3 contains 102125 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54353 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107520 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93681 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10583 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 60027 members 
Mstep: Class 24 contains 62522 members 
Mstep: Class 25 contains 101773 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 454Q: 27 clusters Score -1.378028e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 104088 members 
Mstep: Class 3 contains 102141 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54350 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107520 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10579 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 60025 members 
Mstep: Class 24 contains 62523 members 
Mstep: Class 25 contains 101773 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802784.000000 Penalty: 88517.062500
Iteration 455Q: 27 clusters Score -1.378028e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 104090 members 
Mstep: Class 3 contains 102134 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107521 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93682 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10578 members 
Mstep: Class 22 contains 41672 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62521 members 
Mstep: Class 25 contains 101776 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 456Q: 27 clusters Score -1.378028e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 104091 members 
Mstep: Class 3 contains 102141 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107527 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93677 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10579 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 60025 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101773 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 457Q: 27 clusters Score -1.378028e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 104090 members 
Mstep: Class 3 contains 102145 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107528 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93669 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10580 members 
Mstep: Class 22 contains 41677 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62511 members 
Mstep: Class 25 contains 101778 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 458Q: 27 clusters Score -1.378028e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 104096 members 
Mstep: Class 3 contains 102138 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54346 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107530 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93660 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10576 members 
Mstep: Class 22 contains 41683 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101784 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802784.000000 Penalty: 88517.062500
Iteration 459Q: 27 clusters Score -1.378028e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 104102 members 
Mstep: Class 3 contains 102133 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54345 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107528 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93654 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10576 members 
Mstep: Class 22 contains 41691 members 
Mstep: Class 23 contains 60027 members 
Mstep: Class 24 contains 62513 members 
Mstep: Class 25 contains 101786 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 460F: 27 clusters Score -1.378028e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104097 members 
Mstep: Class 3 contains 102134 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54347 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107526 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93659 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10574 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 60029 members 
Mstep: Class 24 contains 62510 members 
Mstep: Class 25 contains 101787 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 461Q: 27 clusters Score -1.378028e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104092 members 
Mstep: Class 3 contains 102134 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54346 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107537 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93659 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41694 members 
Mstep: Class 23 contains 60027 members 
Mstep: Class 24 contains 62510 members 
Mstep: Class 25 contains 101786 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802784.000000 Penalty: 88517.062500
Iteration 462Q: 27 clusters Score -1.378028e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 104087 members 
Mstep: Class 3 contains 102137 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54342 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107546 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93655 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41695 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62511 members 
Mstep: Class 25 contains 101786 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802784.000000 Penalty: 88517.062500
Iteration 463Q: 27 clusters Score -1.378028e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 104088 members 
Mstep: Class 3 contains 102132 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54339 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107548 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93651 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41697 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802768.000000 Penalty: 88517.062500
Iteration 464Q: 27 clusters Score -1.378028e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 104084 members 
Mstep: Class 3 contains 102137 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54337 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107546 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93648 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41699 members 
Mstep: Class 23 contains 60027 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101795 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 465Q: 27 clusters Score -1.378028e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 104081 members 
Mstep: Class 3 contains 102147 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54336 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107552 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93633 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101804 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 466Q: 27 clusters Score -1.378027e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 104081 members 
Mstep: Class 3 contains 102148 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54334 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 107554 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93629 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41697 members 
Mstep: Class 23 contains 60027 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101808 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802832.000000 Penalty: 88517.062500
Iteration 467Q: 27 clusters Score -1.378028e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 104078 members 
Mstep: Class 3 contains 102150 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54331 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107556 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93619 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41697 members 
Mstep: Class 23 contains 60030 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101816 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802816.000000 Penalty: 88517.062500
Iteration 468Q: 27 clusters Score -1.378028e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 104074 members 
Mstep: Class 3 contains 102152 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54331 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107558 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93616 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41694 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101821 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802800.000000 Penalty: 88517.062500
Iteration 469Q: 27 clusters Score -1.378028e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 104067 members 
Mstep: Class 3 contains 102161 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54329 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107556 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93611 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41694 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101828 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 470Q: 27 clusters Score -1.378027e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 104063 members 
Mstep: Class 3 contains 102163 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33184 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54329 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107560 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93606 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41692 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101833 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802656.000000 Penalty: 88517.062500
Iteration 471Q: 27 clusters Score -1.378027e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 104054 members 
Mstep: Class 3 contains 102171 members 
Mstep: Class 4 contains 46751 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107565 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93604 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41691 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802576.000000 Penalty: 88517.062500
Iteration 472Q: 27 clusters Score -1.378026e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 104059 members 
Mstep: Class 3 contains 102170 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54323 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107563 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93605 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41692 members 
Mstep: Class 23 contains 60033 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101840 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 473Q: 27 clusters Score -1.378026e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 104060 members 
Mstep: Class 3 contains 102170 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107562 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93604 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 60029 members 
Mstep: Class 24 contains 62518 members 
Mstep: Class 25 contains 101840 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802560.000000 Penalty: 88517.062500
Iteration 474Q: 27 clusters Score -1.378026e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 104059 members 
Mstep: Class 3 contains 102179 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107565 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93596 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10570 members 
Mstep: Class 22 contains 41690 members 
Mstep: Class 23 contains 60029 members 
Mstep: Class 24 contains 62521 members 
Mstep: Class 25 contains 101837 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 475Q: 27 clusters Score -1.378026e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104055 members 
Mstep: Class 3 contains 102191 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 54327 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93588 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41689 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62520 members 
Mstep: Class 25 contains 101837 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 476Q: 27 clusters Score -1.378026e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 104054 members 
Mstep: Class 3 contains 102202 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107563 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93586 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62518 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 477Q: 27 clusters Score -1.378026e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104055 members 
Mstep: Class 3 contains 102206 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107561 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93585 members 
Mstep: Class 17 contains 19683 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101840 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802656.000000 Penalty: 88517.062500
Iteration 478Q: 27 clusters Score -1.378027e+08 nChanged 39
Entering ConstructFrom: 
Score: -137802656.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -1155322.000000 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -1155322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1149323.500000 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -1149324 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1150875.500000 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -1150876 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1151117.750000 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -1151118 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1151280.125000 Penalty: 4424.579102
	Iteration 3Q: 3 clusters Score -1151280 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1151383.875000 Penalty: 4424.579102
	Iteration 4Q: 3 clusters Score -1151384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1151481.000000 Penalty: 4424.579102
	Iteration 5Q: 3 clusters Score -1151481 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1151585.875000 Penalty: 4424.579102
	Iteration 6Q: 3 clusters Score -1151586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1151697.625000 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -1151698 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1151819.875000 Penalty: 4424.579102
	Iteration 8Q: 3 clusters Score -1151820 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1151938.125000 Penalty: 4424.579102
	Iteration 9Q: 3 clusters Score -1151938 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1152067.500000 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -1152068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1152205.625000 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -1152206 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1152355.750000 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -1152356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1152532.500000 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -1152532 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1152731.750000 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -1152732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1152899.125000 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -1152899 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1153042.375000 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -1153042 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1153143.375000 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -1153143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1153192.750000 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -1153193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1153219.125000 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -1153219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1153237.500000 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -1153238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1153255.250000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -1153255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1153276.125000 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -1153276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1153294.000000 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -1153294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1153307.250000 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -1153307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1153321.500000 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -1153322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1153334.375000 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -1153334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1153341.500000 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -1153342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1153354.750000 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -1153355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1153361.250000 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -1153361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1153363.875000 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -1153364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1153368.375000 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -1153368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1153374.000000 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -1153374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1153380.375000 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -1153380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1153382.500000 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -1153382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1153391.250000 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -1153391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1153395.000000 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -1153395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1153398.125000 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -1153398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1153399.875000 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -1153400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1153400.875000 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -1153401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1153401.250000 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -1153401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1153405.625000 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -1153406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1153408.000000 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -1153408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1153407.500000 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -1153408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1153407.125000 Penalty: 4424.579102
	Iteration 44Q: 3 clusters Score -1153407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1153406.875000 Penalty: 4424.579102
	Iteration 45Q: 3 clusters Score -1153407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1153406.875000 Penalty: 4424.579102
	Iteration 46F: 3 clusters Score -1153407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Entering Unmasked Estep 
Score: -16000318.000000 Penalty: 2865.051514
	Iteration 0F: 2 clusters Score -1.600032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -15932044.000000 Penalty: 5730.103027
	Iteration 0F: 3 clusters Score -1.593204e+07 nChanged 49526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -15960445.000000 Penalty: 5730.103027
	Iteration 1F: 3 clusters Score -1.596044e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -15961456.000000 Penalty: 5730.103027
	Iteration 2Q: 3 clusters Score -1.596146e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -15962817.000000 Penalty: 5730.103027
	Iteration 3Q: 3 clusters Score -1.596282e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -15964905.000000 Penalty: 5730.103027
	Iteration 4Q: 3 clusters Score -1.59649e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -15967779.000000 Penalty: 5730.103027
	Iteration 5F: 3 clusters Score -1.596778e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -15972063.000000 Penalty: 5730.103027
	Iteration 6F: 3 clusters Score -1.597206e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -15977489.000000 Penalty: 5730.103027
	Iteration 7F: 3 clusters Score -1.597749e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -15983814.000000 Penalty: 5730.103027
	Iteration 8F: 3 clusters Score -1.598381e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -15990751.000000 Penalty: 5730.103027
	Iteration 9F: 3 clusters Score -1.599075e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -15995692.000000 Penalty: 5730.103027
	Iteration 10Q: 3 clusters Score -1.599569e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -15997694.000000 Penalty: 5730.103027
	Iteration 11Q: 3 clusters Score -1.599769e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -15998424.000000 Penalty: 5730.103027
	Iteration 12Q: 3 clusters Score -1.599842e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -15998835.000000 Penalty: 5730.103027
	Iteration 13Q: 3 clusters Score -1.599884e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -15999090.000000 Penalty: 5730.103027
	Iteration 14Q: 3 clusters Score -1.599909e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -15999228.000000 Penalty: 5730.103027
	Iteration 15Q: 3 clusters Score -1.599923e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -15999415.000000 Penalty: 5730.103027
	Iteration 16Q: 3 clusters Score -1.599942e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -15999481.000000 Penalty: 5730.103027
	Iteration 17Q: 3 clusters Score -1.599948e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -15999585.000000 Penalty: 5730.103027
	Iteration 18Q: 3 clusters Score -1.599958e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -15999688.000000 Penalty: 5730.103027
	Iteration 19Q: 3 clusters Score -1.599969e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -15999756.000000 Penalty: 5730.103027
	Iteration 20F: 3 clusters Score -1.599976e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -15999839.000000 Penalty: 5730.103027
	Iteration 21Q: 3 clusters Score -1.599984e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -15999908.000000 Penalty: 5730.103027
	Iteration 22Q: 3 clusters Score -1.599991e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -15999925.000000 Penalty: 5730.103027
	Iteration 23Q: 3 clusters Score -1.599992e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -16000023.000000 Penalty: 5730.103027
	Iteration 24Q: 3 clusters Score -1.600002e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -16000024.000000 Penalty: 5730.103027
	Iteration 25Q: 3 clusters Score -1.600002e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -16000072.000000 Penalty: 5730.103027
	Iteration 26Q: 3 clusters Score -1.600007e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -16000097.000000 Penalty: 5730.103027
	Iteration 27Q: 3 clusters Score -1.60001e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -16000130.000000 Penalty: 5730.103027
	Iteration 28Q: 3 clusters Score -1.600013e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -16000121.000000 Penalty: 5730.103027
	Iteration 29Q: 3 clusters Score -1.600012e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -16000184.000000 Penalty: 5730.103027
	Iteration 30Q: 3 clusters Score -1.600018e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -16000175.000000 Penalty: 5730.103027
	Iteration 31Q: 3 clusters Score -1.600018e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -16000203.000000 Penalty: 5730.103027
	Iteration 32Q: 3 clusters Score -1.60002e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -16000188.000000 Penalty: 5730.103027
	Iteration 33Q: 3 clusters Score -1.600019e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -16000209.000000 Penalty: 5730.103027
	Iteration 34Q: 3 clusters Score -1.600021e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -16000191.000000 Penalty: 5730.103027
	Iteration 35Q: 3 clusters Score -1.600019e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -16000214.000000 Penalty: 5730.103027
	Iteration 36Q: 3 clusters Score -1.600021e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -16000216.000000 Penalty: 5730.103027
	Iteration 37Q: 3 clusters Score -1.600022e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -16000229.000000 Penalty: 5730.103027
	Iteration 38Q: 3 clusters Score -1.600023e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -16000226.000000 Penalty: 5730.103027
	Iteration 39Q: 3 clusters Score -1.600023e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -16000216.000000 Penalty: 5730.103027
	Iteration 40F: 3 clusters Score -1.600022e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -16000237.000000 Penalty: 5730.103027
	Iteration 41Q: 3 clusters Score -1.600024e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -16000217.000000 Penalty: 5730.103027
	Iteration 42Q: 3 clusters Score -1.600022e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -16000250.000000 Penalty: 5730.103027
	Iteration 43Q: 3 clusters Score -1.600025e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -16000232.000000 Penalty: 5730.103027
	Iteration 44Q: 3 clusters Score -1.600023e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -16000273.000000 Penalty: 5730.103027
	Iteration 45Q: 3 clusters Score -1.600027e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -16000282.000000 Penalty: 5730.103027
	Iteration 46Q: 3 clusters Score -1.600028e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -16000239.000000 Penalty: 5730.103027
	Iteration 47Q: 3 clusters Score -1.600024e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -16000238.000000 Penalty: 5730.103027
	Iteration 48Q: 3 clusters Score -1.600024e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -16000249.000000 Penalty: 5730.103027
	Iteration 49Q: 3 clusters Score -1.600025e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -16000237.000000 Penalty: 5730.103027
	Iteration 50Q: 3 clusters Score -1.600024e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -16000250.000000 Penalty: 5730.103027
	Iteration 51Q: 3 clusters Score -1.600025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -16000214.000000 Penalty: 5730.103027
	Iteration 52Q: 3 clusters Score -1.600021e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -16000202.000000 Penalty: 5730.103027
	Iteration 53Q: 3 clusters Score -1.60002e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -16000176.000000 Penalty: 5730.103027
	Iteration 54Q: 3 clusters Score -1.600018e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -16000155.000000 Penalty: 5730.103027
	Iteration 55Q: 3 clusters Score -1.600016e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -16000184.000000 Penalty: 5730.103027
	Iteration 56Q: 3 clusters Score -1.600018e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -16000186.000000 Penalty: 5730.103027
	Iteration 57Q: 3 clusters Score -1.600019e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -16000191.000000 Penalty: 5730.103027
	Iteration 58Q: 3 clusters Score -1.600019e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -16000152.000000 Penalty: 5730.103027
	Iteration 59Q: 3 clusters Score -1.600015e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -16000165.000000 Penalty: 5730.103027
	Iteration 60F: 3 clusters Score -1.600016e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -16000128.000000 Penalty: 5730.103027
	Iteration 61Q: 3 clusters Score -1.600013e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -16000136.000000 Penalty: 5730.103027
	Iteration 62Q: 3 clusters Score -1.600014e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -16000158.000000 Penalty: 5730.103027
	Iteration 63Q: 3 clusters Score -1.600016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -16000140.000000 Penalty: 5730.103027
	Iteration 64Q: 3 clusters Score -1.600014e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -16000135.000000 Penalty: 5730.103027
	Iteration 65Q: 3 clusters Score -1.600014e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -16000122.000000 Penalty: 5730.103027
	Iteration 66Q: 3 clusters Score -1.600012e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -16000139.000000 Penalty: 5730.103027
	Iteration 67Q: 3 clusters Score -1.600014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -16000099.000000 Penalty: 5730.103027
	Iteration 68Q: 3 clusters Score -1.60001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -16000118.000000 Penalty: 5730.103027
	Iteration 69Q: 3 clusters Score -1.600012e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -16000081.000000 Penalty: 5730.103027
	Iteration 70Q: 3 clusters Score -1.600008e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -16000071.000000 Penalty: 5730.103027
	Iteration 71Q: 3 clusters Score -1.600007e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -16000067.000000 Penalty: 5730.103027
	Iteration 72Q: 3 clusters Score -1.600007e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -16000069.000000 Penalty: 5730.103027
	Iteration 73Q: 3 clusters Score -1.600007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -16000048.000000 Penalty: 5730.103027
	Iteration 74Q: 3 clusters Score -1.600005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -16000048.000000 Penalty: 5730.103027
	Iteration 75Q: 3 clusters Score -1.600005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -16000025.000000 Penalty: 5730.103027
	Iteration 76Q: 3 clusters Score -1.600002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -16000030.000000 Penalty: 5730.103027
	Iteration 77Q: 3 clusters Score -1.600003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -16000018.000000 Penalty: 5730.103027
	Iteration 78Q: 3 clusters Score -1.600002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -16000009.000000 Penalty: 5730.103027
	Iteration 79Q: 3 clusters Score -1.600001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -15999991.000000 Penalty: 5730.103027
	Iteration 80F: 3 clusters Score -1.599999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -16000008.000000 Penalty: 5730.103027
	Iteration 81Q: 3 clusters Score -1.600001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -15999999.000000 Penalty: 5730.103027
	Iteration 82Q: 3 clusters Score -1.6e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -16000001.000000 Penalty: 5730.103027
	Iteration 83Q: 3 clusters Score -1.6e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -16000011.000000 Penalty: 5730.103027
	Iteration 84Q: 3 clusters Score -1.600001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -16000010.000000 Penalty: 5730.103027
	Iteration 85Q: 3 clusters Score -1.600001e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -16000022.000000 Penalty: 5730.103027
	Iteration 86Q: 3 clusters Score -1.600002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -16000021.000000 Penalty: 5730.103027
	Iteration 87Q: 3 clusters Score -1.600002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -16000001.000000 Penalty: 5730.103027
	Iteration 88Q: 3 clusters Score -1.6e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -15999999.000000 Penalty: 5730.103027
	Iteration 89Q: 3 clusters Score -1.6e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -15999990.000000 Penalty: 5730.103027
	Iteration 90Q: 3 clusters Score -1.599999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -15999984.000000 Penalty: 5730.103027
	Iteration 91Q: 3 clusters Score -1.599998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -15999969.000000 Penalty: 5730.103027
	Iteration 92Q: 3 clusters Score -1.599997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -15999959.000000 Penalty: 5730.103027
	Iteration 93Q: 3 clusters Score -1.599996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -15999956.000000 Penalty: 5730.103027
	Iteration 94Q: 3 clusters Score -1.599996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -15999954.000000 Penalty: 5730.103027
	Iteration 95Q: 3 clusters Score -1.599995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -15999952.000000 Penalty: 5730.103027
	Iteration 96Q: 3 clusters Score -1.599995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -15999951.000000 Penalty: 5730.103027
	Iteration 97Q: 3 clusters Score -1.599995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -15999957.000000 Penalty: 5730.103027
	Iteration 98Q: 3 clusters Score -1.599996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -15999938.000000 Penalty: 5730.103027
	Iteration 99Q: 3 clusters Score -1.599994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -15999946.000000 Penalty: 5730.103027
	Iteration 100F: 3 clusters Score -1.599995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -15999934.000000 Penalty: 5730.103027
	Iteration 101Q: 3 clusters Score -1.599993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -15999907.000000 Penalty: 5730.103027
	Iteration 102Q: 3 clusters Score -1.599991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -15999921.000000 Penalty: 5730.103027
	Iteration 103Q: 3 clusters Score -1.599992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -15999941.000000 Penalty: 5730.103027
	Iteration 104Q: 3 clusters Score -1.599994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -15999913.000000 Penalty: 5730.103027
	Iteration 105Q: 3 clusters Score -1.599991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -15999914.000000 Penalty: 5730.103027
	Iteration 106Q: 3 clusters Score -1.599991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -15999932.000000 Penalty: 5730.103027
	Iteration 107Q: 3 clusters Score -1.599993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -15999931.000000 Penalty: 5730.103027
	Iteration 108Q: 3 clusters Score -1.599993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -15999936.000000 Penalty: 5730.103027
	Iteration 109Q: 3 clusters Score -1.599994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -15999926.000000 Penalty: 5730.103027
	Iteration 110Q: 3 clusters Score -1.599993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -15999932.000000 Penalty: 5730.103027
	Iteration 111Q: 3 clusters Score -1.599993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -15999947.000000 Penalty: 5730.103027
	Iteration 112Q: 3 clusters Score -1.599995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -15999943.000000 Penalty: 5730.103027
	Iteration 113Q: 3 clusters Score -1.599994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -15999935.000000 Penalty: 5730.103027
	Iteration 114Q: 3 clusters Score -1.599994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -15999928.000000 Penalty: 5730.103027
	Iteration 115Q: 3 clusters Score -1.599993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -15999932.000000 Penalty: 5730.103027
	Iteration 116Q: 3 clusters Score -1.599993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -15999934.000000 Penalty: 5730.103027
	Iteration 117Q: 3 clusters Score -1.599993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -15999934.000000 Penalty: 5730.103027
	Iteration 118Q: 3 clusters Score -1.599993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -15999929.000000 Penalty: 5730.103027
	Iteration 119Q: 3 clusters Score -1.599993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -15999930.000000 Penalty: 5730.103027
	Iteration 120F: 3 clusters Score -1.599993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -15999935.000000 Penalty: 5730.103027
	Iteration 121Q: 3 clusters Score -1.599994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -15999935.000000 Penalty: 5730.103027
	Iteration 122Q: 3 clusters Score -1.599994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -15999924.000000 Penalty: 5730.103027
	Iteration 123Q: 3 clusters Score -1.599992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -15999941.000000 Penalty: 5730.103027
	Iteration 124Q: 3 clusters Score -1.599994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -15999926.000000 Penalty: 5730.103027
	Iteration 125Q: 3 clusters Score -1.599993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -15999934.000000 Penalty: 5730.103027
	Iteration 126Q: 3 clusters Score -1.599993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -15999922.000000 Penalty: 5730.103027
	Iteration 127Q: 3 clusters Score -1.599992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -15999928.000000 Penalty: 5730.103027
	Iteration 128Q: 3 clusters Score -1.599993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -15999924.000000 Penalty: 5730.103027
	Iteration 129Q: 3 clusters Score -1.599992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -15999931.000000 Penalty: 5730.103027
	Iteration 130Q: 3 clusters Score -1.599993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -15999937.000000 Penalty: 5730.103027
	Iteration 131Q: 3 clusters Score -1.599994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -15999937.000000 Penalty: 5730.103027
	Iteration 132F: 3 clusters Score -1.599994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Entering Unmasked Estep 
Score: -15816085.000000 Penalty: 2860.633789
	Iteration 0F: 2 clusters Score -1.581608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -15749515.000000 Penalty: 5721.267578
	Iteration 0F: 3 clusters Score -1.574952e+07 nChanged 48331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -15776984.000000 Penalty: 5721.267578
	Iteration 1F: 3 clusters Score -1.577698e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -15777904.000000 Penalty: 5721.267578
	Iteration 2Q: 3 clusters Score -1.57779e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -15778923.000000 Penalty: 5721.267578
	Iteration 3Q: 3 clusters Score -1.577892e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -15780381.000000 Penalty: 5721.267578
	Iteration 4Q: 3 clusters Score -1.578038e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -15782990.000000 Penalty: 5721.267578
	Iteration 5F: 3 clusters Score -1.578299e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -15787360.000000 Penalty: 5721.267578
	Iteration 6F: 3 clusters Score -1.578736e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -15794434.000000 Penalty: 5721.267578
	Iteration 7F: 3 clusters Score -1.579443e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -15802658.000000 Penalty: 5721.267578
	Iteration 8F: 3 clusters Score -1.580266e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -15808891.000000 Penalty: 5721.267578
	Iteration 9F: 3 clusters Score -1.580889e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -15812062.000000 Penalty: 5721.267578
	Iteration 10Q: 3 clusters Score -1.581206e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -15813095.000000 Penalty: 5721.267578
	Iteration 11Q: 3 clusters Score -1.58131e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -15813391.000000 Penalty: 5721.267578
	Iteration 12Q: 3 clusters Score -1.581339e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -15813521.000000 Penalty: 5721.267578
	Iteration 13Q: 3 clusters Score -1.581352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -15813587.000000 Penalty: 5721.267578
	Iteration 14Q: 3 clusters Score -1.581359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -15813624.000000 Penalty: 5721.267578
	Iteration 15Q: 3 clusters Score -1.581362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -15813644.000000 Penalty: 5721.267578
	Iteration 16Q: 3 clusters Score -1.581364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -15813659.000000 Penalty: 5721.267578
	Iteration 17Q: 3 clusters Score -1.581366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -15813666.000000 Penalty: 5721.267578
	Iteration 18Q: 3 clusters Score -1.581367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -15813683.000000 Penalty: 5721.267578
	Iteration 19Q: 3 clusters Score -1.581368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -15813697.000000 Penalty: 5721.267578
	Iteration 20F: 3 clusters Score -1.58137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -15813696.000000 Penalty: 5721.267578
	Iteration 21Q: 3 clusters Score -1.58137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -15813706.000000 Penalty: 5721.267578
	Iteration 22Q: 3 clusters Score -1.581371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -15813705.000000 Penalty: 5721.267578
	Iteration 23Q: 3 clusters Score -1.58137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -15813706.000000 Penalty: 5721.267578
	Iteration 24Q: 3 clusters Score -1.581371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -15813713.000000 Penalty: 5721.267578
	Iteration 25Q: 3 clusters Score -1.581371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -15813713.000000 Penalty: 5721.267578
	Iteration 26F: 3 clusters Score -1.581371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Entering Unmasked Estep 
Score: -6994842.500000 Penalty: 2666.658447
	Iteration 0F: 2 clusters Score -6994842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6963503.500000 Penalty: 5333.316895
	Iteration 0F: 3 clusters Score -6963504 nChanged 21448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -6975524.500000 Penalty: 5333.316895
	Iteration 1F: 3 clusters Score -6975524 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6976763.000000 Penalty: 5333.316895
	Iteration 2F: 3 clusters Score -6976763 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6978573.500000 Penalty: 5333.316895
	Iteration 3F: 3 clusters Score -6978574 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -6981033.500000 Penalty: 5333.316895
	Iteration 4F: 3 clusters Score -6981034 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -6983897.500000 Penalty: 5333.316895
	Iteration 5F: 3 clusters Score -6983898 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -6986516.000000 Penalty: 5333.316895
	Iteration 6F: 3 clusters Score -6986516 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6988565.500000 Penalty: 5333.316895
	Iteration 7F: 3 clusters Score -6988566 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6990027.000000 Penalty: 5333.316895
	Iteration 8Q: 3 clusters Score -6990027 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6990964.000000 Penalty: 5333.316895
	Iteration 9Q: 3 clusters Score -6990964 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6991546.500000 Penalty: 5333.316895
	Iteration 10Q: 3 clusters Score -6991546 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6991907.000000 Penalty: 5333.316895
	Iteration 11Q: 3 clusters Score -6991907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6992129.500000 Penalty: 5333.316895
	Iteration 12Q: 3 clusters Score -6992130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6992264.500000 Penalty: 5333.316895
	Iteration 13Q: 3 clusters Score -6992264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6992306.000000 Penalty: 5333.316895
	Iteration 14Q: 3 clusters Score -6992306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6992351.000000 Penalty: 5333.316895
	Iteration 15Q: 3 clusters Score -6992351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6992382.500000 Penalty: 5333.316895
	Iteration 16Q: 3 clusters Score -6992382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6992414.000000 Penalty: 5333.316895
	Iteration 17Q: 3 clusters Score -6992414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6992427.000000 Penalty: 5333.316895
	Iteration 18Q: 3 clusters Score -6992427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6992440.500000 Penalty: 5333.316895
	Iteration 19Q: 3 clusters Score -6992440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6992445.000000 Penalty: 5333.316895
	Iteration 20F: 3 clusters Score -6992445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6992446.500000 Penalty: 5333.316895
	Iteration 21Q: 3 clusters Score -6992446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6992453.500000 Penalty: 5333.316895
	Iteration 22Q: 3 clusters Score -6992454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6992463.500000 Penalty: 5333.316895
	Iteration 23Q: 3 clusters Score -6992464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6992462.000000 Penalty: 5333.316895
	Iteration 24Q: 3 clusters Score -6992462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6992463.000000 Penalty: 5333.316895
	Iteration 25Q: 3 clusters Score -6992463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6992468.500000 Penalty: 5333.316895
	Iteration 26Q: 3 clusters Score -6992468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6992469.500000 Penalty: 5333.316895
	Iteration 27Q: 3 clusters Score -6992470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6992470.500000 Penalty: 5333.316895
	Iteration 28Q: 3 clusters Score -6992470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6992477.500000 Penalty: 5333.316895
	Iteration 29Q: 3 clusters Score -6992478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6992477.000000 Penalty: 5333.316895
	Iteration 30Q: 3 clusters Score -6992477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6992476.500000 Penalty: 5333.316895
	Iteration 31Q: 3 clusters Score -6992476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6992474.500000 Penalty: 5333.316895
	Iteration 32Q: 3 clusters Score -6992474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6992474.500000 Penalty: 5333.316895
	Iteration 33F: 3 clusters Score -6992474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Entering Unmasked Estep 
Score: -5125295.000000 Penalty: 2581.658447
	Iteration 0F: 2 clusters Score -5125295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5102637.500000 Penalty: 5163.316895
	Iteration 0F: 3 clusters Score -5102638 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5110982.000000 Penalty: 5163.316895
	Iteration 1F: 3 clusters Score -5110982 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5111502.500000 Penalty: 5163.316895
	Iteration 2Q: 3 clusters Score -5111502 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5111975.500000 Penalty: 5163.316895
	Iteration 3Q: 3 clusters Score -5111976 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5112389.500000 Penalty: 5163.316895
	Iteration 4Q: 3 clusters Score -5112390 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5112927.500000 Penalty: 5163.316895
	Iteration 5Q: 3 clusters Score -5112928 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5113559.500000 Penalty: 5163.316895
	Iteration 6Q: 3 clusters Score -5113560 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -5114436.000000 Penalty: 5163.316895
	Iteration 7Q: 3 clusters Score -5114436 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -5115694.000000 Penalty: 5163.316895
	Iteration 8F: 3 clusters Score -5115694 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -5117348.000000 Penalty: 5163.316895
	Iteration 9F: 3 clusters Score -5117348 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5119180.000000 Penalty: 5163.316895
	Iteration 10F: 3 clusters Score -5119180 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5120769.000000 Penalty: 5163.316895
	Iteration 11F: 3 clusters Score -5120769 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5121805.500000 Penalty: 5163.316895
	Iteration 12Q: 3 clusters Score -5121806 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5122365.000000 Penalty: 5163.316895
	Iteration 13Q: 3 clusters Score -5122365 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5122680.500000 Penalty: 5163.316895
	Iteration 14Q: 3 clusters Score -5122680 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5122836.500000 Penalty: 5163.316895
	Iteration 15Q: 3 clusters Score -5122836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5122906.000000 Penalty: 5163.316895
	Iteration 16Q: 3 clusters Score -5122906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5122946.000000 Penalty: 5163.316895
	Iteration 17Q: 3 clusters Score -5122946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5122988.500000 Penalty: 5163.316895
	Iteration 18Q: 3 clusters Score -5122988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5123012.500000 Penalty: 5163.316895
	Iteration 19Q: 3 clusters Score -5123012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5123030.500000 Penalty: 5163.316895
	Iteration 20F: 3 clusters Score -5123030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5123061.000000 Penalty: 5163.316895
	Iteration 21Q: 3 clusters Score -5123061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5123075.500000 Penalty: 5163.316895
	Iteration 22Q: 3 clusters Score -5123076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5123085.500000 Penalty: 5163.316895
	Iteration 23Q: 3 clusters Score -5123086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5123092.000000 Penalty: 5163.316895
	Iteration 24Q: 3 clusters Score -5123092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5123096.000000 Penalty: 5163.316895
	Iteration 25Q: 3 clusters Score -5123096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5123097.500000 Penalty: 5163.316895
	Iteration 26Q: 3 clusters Score -5123098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5123097.500000 Penalty: 5163.316895
	Iteration 27F: 3 clusters Score -5123098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Entering Unmasked Estep 
Score: -1500671.875000 Penalty: 2307.508057
	Iteration 0F: 2 clusters Score -1500672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1492427.875000 Penalty: 4615.016113
	Iteration 0F: 3 clusters Score -1492428 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1495112.125000 Penalty: 4615.016113
	Iteration 1F: 3 clusters Score -1495112 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1495514.375000 Penalty: 4615.016113
	Iteration 2F: 3 clusters Score -1495514 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1495812.250000 Penalty: 4615.016113
	Iteration 3F: 3 clusters Score -1495812 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1496093.875000 Penalty: 4615.016113
	Iteration 4Q: 3 clusters Score -1496094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1496412.250000 Penalty: 4615.016113
	Iteration 5Q: 3 clusters Score -1496412 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1496768.250000 Penalty: 4615.016113
	Iteration 6F: 3 clusters Score -1496768 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1497229.750000 Penalty: 4615.016113
	Iteration 7F: 3 clusters Score -1497230 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1497744.875000 Penalty: 4615.016113
	Iteration 8F: 3 clusters Score -1497745 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1498296.625000 Penalty: 4615.016113
	Iteration 9F: 3 clusters Score -1498297 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1498874.375000 Penalty: 4615.016113
	Iteration 10F: 3 clusters Score -1498874 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1499282.875000 Penalty: 4615.016113
	Iteration 11Q: 3 clusters Score -1499283 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1499498.875000 Penalty: 4615.016113
	Iteration 12Q: 3 clusters Score -1499499 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1499611.875000 Penalty: 4615.016113
	Iteration 13Q: 3 clusters Score -1499612 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1499676.375000 Penalty: 4615.016113
	Iteration 14Q: 3 clusters Score -1499676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1499714.750000 Penalty: 4615.016113
	Iteration 15Q: 3 clusters Score -1499715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1499748.250000 Penalty: 4615.016113
	Iteration 16Q: 3 clusters Score -1499748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1499767.500000 Penalty: 4615.016113
	Iteration 17Q: 3 clusters Score -1499768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1499776.625000 Penalty: 4615.016113
	Iteration 18Q: 3 clusters Score -1499777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1499777.750000 Penalty: 4615.016113
	Iteration 19Q: 3 clusters Score -1499778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1499782.250000 Penalty: 4615.016113
	Iteration 20F: 3 clusters Score -1499782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1499784.875000 Penalty: 4615.016113
	Iteration 21Q: 3 clusters Score -1499785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1499792.500000 Penalty: 4615.016113
	Iteration 22Q: 3 clusters Score -1499792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1499795.375000 Penalty: 4615.016113
	Iteration 23Q: 3 clusters Score -1499795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1499795.375000 Penalty: 4615.016113
	Iteration 24Q: 3 clusters Score -1499795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1499797.250000 Penalty: 4615.016113
	Iteration 25Q: 3 clusters Score -1499797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1499797.250000 Penalty: 4615.016113
	Iteration 26F: 3 clusters Score -1499797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -912503.687500 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -912503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -907264.000000 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -907264 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -908729.000000 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -908729 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -909037.437500 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -909037.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -909279.437500 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -909279.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -909495.250000 Penalty: 4330.182129
	Iteration 4Q: 3 clusters Score -909495.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -909658.250000 Penalty: 4330.182129
	Iteration 5Q: 3 clusters Score -909658.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -909814.500000 Penalty: 4330.182129
	Iteration 6Q: 3 clusters Score -909814.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -909969.375000 Penalty: 4330.182129
	Iteration 7Q: 3 clusters Score -909969.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -910113.625000 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -910113.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -910287.375000 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -910287.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -910441.375000 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -910441.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -910582.000000 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -910582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -910708.875000 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -910708.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -910840.437500 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -910840.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -910944.125000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -910944.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -911017.937500 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -911017.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -911074.812500 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -911074.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -911115.500000 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -911115.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -911152.562500 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -911152.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -911186.875000 Penalty: 4330.182129
	Iteration 19Q: 3 clusters Score -911186.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -911217.187500 Penalty: 4330.182129
	Iteration 20F: 3 clusters Score -911217.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -911247.875000 Penalty: 4330.182129
	Iteration 21Q: 3 clusters Score -911247.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -911270.250000 Penalty: 4330.182129
	Iteration 22Q: 3 clusters Score -911270.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -911282.125000 Penalty: 4330.182129
	Iteration 23Q: 3 clusters Score -911282.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -911298.750000 Penalty: 4330.182129
	Iteration 24Q: 3 clusters Score -911298.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -911307.000000 Penalty: 4330.182129
	Iteration 25Q: 3 clusters Score -911307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -911314.625000 Penalty: 4330.182129
	Iteration 26Q: 3 clusters Score -911314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -911323.875000 Penalty: 4330.182129
	Iteration 27Q: 3 clusters Score -911323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -911336.312500 Penalty: 4330.182129
	Iteration 28Q: 3 clusters Score -911336.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -911342.937500 Penalty: 4330.182129
	Iteration 29Q: 3 clusters Score -911342.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -911352.312500 Penalty: 4330.182129
	Iteration 30Q: 3 clusters Score -911352.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -911362.375000 Penalty: 4330.182129
	Iteration 31Q: 3 clusters Score -911362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -911365.937500 Penalty: 4330.182129
	Iteration 32Q: 3 clusters Score -911365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -911370.750000 Penalty: 4330.182129
	Iteration 33Q: 3 clusters Score -911370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -911369.250000 Penalty: 4330.182129
	Iteration 34Q: 3 clusters Score -911369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -911371.750000 Penalty: 4330.182129
	Iteration 35Q: 3 clusters Score -911371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -911372.562500 Penalty: 4330.182129
	Iteration 36Q: 3 clusters Score -911372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -911373.375000 Penalty: 4330.182129
	Iteration 37Q: 3 clusters Score -911373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -911373.375000 Penalty: 4330.182129
	Iteration 38F: 3 clusters Score -911373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -306441.187500 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -306441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -303888.562500 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -303888.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -304345.156250 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -304345.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -304467.781250 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -304467.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -304541.375000 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -304541.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304591.437500 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -304591.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -304623.468750 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -304623.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304646.468750 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -304646.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -304661.718750 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -304661.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -304667.093750 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -304667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -304672.375000 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -304672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -304678.406250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -304678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -304681.562500 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -304681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -304683.750000 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -304683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -304686.812500 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -304686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -304686.812500 Penalty: 3766.313721
	Iteration 14F: 3 clusters Score -304686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Entering Unmasked Estep 
Score: -8190152.500000 Penalty: 2703.875000
	Iteration 0F: 2 clusters Score -8190152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -8153825.000000 Penalty: 5407.750000
	Iteration 0F: 3 clusters Score -8153825 nChanged 25172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -8167699.000000 Penalty: 5407.750000
	Iteration 1F: 3 clusters Score -8167699 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -8168220.000000 Penalty: 5407.750000
	Iteration 2Q: 3 clusters Score -8168220 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8168848.000000 Penalty: 5407.750000
	Iteration 3Q: 3 clusters Score -8168848 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -8169554.000000 Penalty: 5407.750000
	Iteration 4Q: 3 clusters Score -8169554 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -8170488.500000 Penalty: 5407.750000
	Iteration 5Q: 3 clusters Score -8170488 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -8171680.500000 Penalty: 5407.750000
	Iteration 6Q: 3 clusters Score -8171680 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8173456.000000 Penalty: 5407.750000
	Iteration 7F: 3 clusters Score -8173456 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -8175744.000000 Penalty: 5407.750000
	Iteration 8F: 3 clusters Score -8175744 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -8178580.000000 Penalty: 5407.750000
	Iteration 9F: 3 clusters Score -8178580 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -8181480.500000 Penalty: 5407.750000
	Iteration 10F: 3 clusters Score -8181480 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8183947.500000 Penalty: 5407.750000
	Iteration 11F: 3 clusters Score -8183948 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8185600.000000 Penalty: 5407.750000
	Iteration 12Q: 3 clusters Score -8185600 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8186541.500000 Penalty: 5407.750000
	Iteration 13Q: 3 clusters Score -8186542 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8187111.500000 Penalty: 5407.750000
	Iteration 14Q: 3 clusters Score -8187112 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8187398.500000 Penalty: 5407.750000
	Iteration 15Q: 3 clusters Score -8187398 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8187554.000000 Penalty: 5407.750000
	Iteration 16Q: 3 clusters Score -8187554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8187666.000000 Penalty: 5407.750000
	Iteration 17Q: 3 clusters Score -8187666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8187717.000000 Penalty: 5407.750000
	Iteration 18Q: 3 clusters Score -8187717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8187746.500000 Penalty: 5407.750000
	Iteration 19Q: 3 clusters Score -8187746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8187767.500000 Penalty: 5407.750000
	Iteration 20F: 3 clusters Score -8187768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8187800.500000 Penalty: 5407.750000
	Iteration 21Q: 3 clusters Score -8187800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8187809.500000 Penalty: 5407.750000
	Iteration 22Q: 3 clusters Score -8187810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8187826.500000 Penalty: 5407.750000
	Iteration 23Q: 3 clusters Score -8187826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8187827.500000 Penalty: 5407.750000
	Iteration 24Q: 3 clusters Score -8187828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8187825.000000 Penalty: 5407.750000
	Iteration 25Q: 3 clusters Score -8187825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8187839.500000 Penalty: 5407.750000
	Iteration 26Q: 3 clusters Score -8187840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8187840.500000 Penalty: 5407.750000
	Iteration 27Q: 3 clusters Score -8187840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8187849.000000 Penalty: 5407.750000
	Iteration 28Q: 3 clusters Score -8187849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8187846.500000 Penalty: 5407.750000
	Iteration 29Q: 3 clusters Score -8187846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8187848.000000 Penalty: 5407.750000
	Iteration 30Q: 3 clusters Score -8187848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8187846.000000 Penalty: 5407.750000
	Iteration 31Q: 3 clusters Score -8187846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8187848.500000 Penalty: 5407.750000
	Iteration 32Q: 3 clusters Score -8187848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8187852.000000 Penalty: 5407.750000
	Iteration 33Q: 3 clusters Score -8187852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8187850.500000 Penalty: 5407.750000
	Iteration 34Q: 3 clusters Score -8187850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8187865.000000 Penalty: 5407.750000
	Iteration 35Q: 3 clusters Score -8187865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8187867.500000 Penalty: 5407.750000
	Iteration 36Q: 3 clusters Score -8187868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8187868.500000 Penalty: 5407.750000
	Iteration 37Q: 3 clusters Score -8187868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8187866.000000 Penalty: 5407.750000
	Iteration 38Q: 3 clusters Score -8187866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8187869.000000 Penalty: 5407.750000
	Iteration 39Q: 3 clusters Score -8187869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8187865.500000 Penalty: 5407.750000
	Iteration 40F: 3 clusters Score -8187866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8187875.500000 Penalty: 5407.750000
	Iteration 41Q: 3 clusters Score -8187876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8187873.500000 Penalty: 5407.750000
	Iteration 42Q: 3 clusters Score -8187874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8187873.500000 Penalty: 5407.750000
	Iteration 43F: 3 clusters Score -8187874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -42007.371094 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -42007.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40785.167969 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -40785.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41057.343750 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -41057.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41227.984375 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -41227.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41319.460938 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -41319.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41379.914062 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -41379.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41461.800781 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -41461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41543.128906 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -41543.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41578.546875 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -41578.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41592.042969 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -41592.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41627.582031 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -41627.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41655.519531 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -41655.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41665.851562 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -41665.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41691.875000 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -41691.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41726.101562 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -41726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41751.710938 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -41751.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41783.359375 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -41783.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41783.359375 Penalty: 2905.534668
	Iteration 16F: 3 clusters Score -41783.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -681350.750000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -681350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -677048.750000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -677048.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -678035.062500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -678035.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -678215.625000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -678215.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -678344.375000 Penalty: 4182.846680
	Iteration 3Q: 3 clusters Score -678344.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -678445.875000 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -678445.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -678523.437500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -678523.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -678579.500000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -678579.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -678620.562500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -678620.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -678661.187500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -678661.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -678692.187500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -678692.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -678720.125000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -678720.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -678741.812500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -678741.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -678770.687500 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -678770.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -678804.125000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -678804.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -678845.812500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -678845.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -678876.125000 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -678876.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -678904.812500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -678904.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -678939.625000 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -678939.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -678979.750000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -678979.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -679010.000000 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -679010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -679049.750000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -679049.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -679094.437500 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -679094.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -679133.312500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -679133.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -679171.062500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -679171.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -679214.687500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -679214.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -679252.500000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -679252.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -679287.750000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -679287.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -679331.625000 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -679331.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -679372.437500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -679372.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -679405.625000 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -679405.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -679432.625000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -679432.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -679454.062500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -679454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -679471.375000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -679471.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -679491.625000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -679491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -679509.062500 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -679509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -679517.875000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -679517.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -679529.437500 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -679529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -679536.187500 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -679536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -679541.125000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -679541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -679543.125000 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -679543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -679548.062500 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -679548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -679551.812500 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -679551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -679555.562500 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -679555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -679558.000000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -679558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -679560.312500 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -679560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -679561.062500 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -679561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -679564.437500 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -679564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -679566.750000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -679566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -679570.062500 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -679570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -679569.687500 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -679569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -679572.500000 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -679572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -679572.812500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -679572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -679574.125000 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -679574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -679578.375000 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -679578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -679581.625000 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -679581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -679585.875000 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -679585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -679588.062500 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -679588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -679590.250000 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -679590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -679593.375000 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -679593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -679592.625000 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -679592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -679592.625000 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -679592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -99952.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -99952.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98221.085938 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -98221.09 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98516.335938 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -98516.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98704.929688 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -98704.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98864.039062 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -98864.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99022.140625 Penalty: 3282.231934
	Iteration 4F: 3 clusters Score -99022.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99197.757812 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -99197.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99318.656250 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -99318.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99460.515625 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -99460.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99527.132812 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -99527.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99663.226562 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -99663.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100312.273438 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -100312.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100609.078125 Penalty: 3282.231934
	Iteration 11F: 3 clusters Score -100609.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100789.687500 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -100789.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100856.343750 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -100856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100904.726562 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -100904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100921.992188 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -100922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100921.992188 Penalty: 3282.231934
	Iteration 16F: 3 clusters Score -100922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104050 members 
Mstep: Class 3 contains 102213 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93579 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 272 members 
Entering Unmasked Estep 
Score: -137801744.000000 Penalty: 91921.562500
Splitting cluster 12 changes total score from -137802656.000000 to -137801744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -1497219.375000 Penalty: 2289.026855
	Iteration 0F: 2 clusters Score -1497219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1489453.125000 Penalty: 4578.053711
	Iteration 0F: 3 clusters Score -1489453 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1491832.000000 Penalty: 4578.053711
	Iteration 1F: 3 clusters Score -1491832 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1492310.750000 Penalty: 4578.053711
	Iteration 2F: 3 clusters Score -1492311 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1492775.750000 Penalty: 4578.053711
	Iteration 3F: 3 clusters Score -1492776 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1493228.000000 Penalty: 4578.053711
	Iteration 4F: 3 clusters Score -1493228 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1493682.875000 Penalty: 4578.053711
	Iteration 5F: 3 clusters Score -1493683 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1494054.250000 Penalty: 4578.053711
	Iteration 6F: 3 clusters Score -1494054 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1494360.625000 Penalty: 4578.053711
	Iteration 7Q: 3 clusters Score -1494361 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1494657.750000 Penalty: 4578.053711
	Iteration 8Q: 3 clusters Score -1494658 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1494921.750000 Penalty: 4578.053711
	Iteration 9Q: 3 clusters Score -1494922 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1495164.875000 Penalty: 4578.053711
	Iteration 10Q: 3 clusters Score -1495165 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1495373.625000 Penalty: 4578.053711
	Iteration 11Q: 3 clusters Score -1495374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1495485.875000 Penalty: 4578.053711
	Iteration 12Q: 3 clusters Score -1495486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1495565.750000 Penalty: 4578.053711
	Iteration 13Q: 3 clusters Score -1495566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1495620.250000 Penalty: 4578.053711
	Iteration 14Q: 3 clusters Score -1495620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1495657.000000 Penalty: 4578.053711
	Iteration 15Q: 3 clusters Score -1495657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1495681.875000 Penalty: 4578.053711
	Iteration 16Q: 3 clusters Score -1495682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1495693.875000 Penalty: 4578.053711
	Iteration 17Q: 3 clusters Score -1495694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1495705.500000 Penalty: 4578.053711
	Iteration 18Q: 3 clusters Score -1495706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1495722.625000 Penalty: 4578.053711
	Iteration 19Q: 3 clusters Score -1495723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1495749.625000 Penalty: 4578.053711
	Iteration 20F: 3 clusters Score -1495750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1495772.375000 Penalty: 4578.053711
	Iteration 21Q: 3 clusters Score -1495772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1495790.750000 Penalty: 4578.053711
	Iteration 22Q: 3 clusters Score -1495791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1495798.750000 Penalty: 4578.053711
	Iteration 23Q: 3 clusters Score -1495799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1495807.500000 Penalty: 4578.053711
	Iteration 24Q: 3 clusters Score -1495808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1495813.125000 Penalty: 4578.053711
	Iteration 25Q: 3 clusters Score -1495813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1495822.000000 Penalty: 4578.053711
	Iteration 26Q: 3 clusters Score -1495822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1495827.875000 Penalty: 4578.053711
	Iteration 27Q: 3 clusters Score -1495828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1495832.375000 Penalty: 4578.053711
	Iteration 28Q: 3 clusters Score -1495832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1495834.750000 Penalty: 4578.053711
	Iteration 29Q: 3 clusters Score -1495835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1495836.875000 Penalty: 4578.053711
	Iteration 30Q: 3 clusters Score -1495837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1495838.625000 Penalty: 4578.053711
	Iteration 31Q: 3 clusters Score -1495839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1495840.875000 Penalty: 4578.053711
	Iteration 32Q: 3 clusters Score -1495841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1495843.750000 Penalty: 4578.053711
	Iteration 33Q: 3 clusters Score -1495844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1495843.250000 Penalty: 4578.053711
	Iteration 34Q: 3 clusters Score -1495843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1495842.000000 Penalty: 4578.053711
	Iteration 35Q: 3 clusters Score -1495842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1495842.000000 Penalty: 4578.053711
	Iteration 36F: 3 clusters Score -1495842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Entering Unmasked Estep 
Score: -16545320.000000 Penalty: 2873.288574
	Iteration 0F: 2 clusters Score -1.654532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -16474033.000000 Penalty: 5746.577148
	Iteration 0F: 3 clusters Score -1.647403e+07 nChanged 51311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -16503344.000000 Penalty: 5746.577148
	Iteration 1F: 3 clusters Score -1.650334e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -16504379.000000 Penalty: 5746.577148
	Iteration 2Q: 3 clusters Score -1.650438e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -16505811.000000 Penalty: 5746.577148
	Iteration 3Q: 3 clusters Score -1.650581e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -16508004.000000 Penalty: 5746.577148
	Iteration 4Q: 3 clusters Score -1.6508e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -16512288.000000 Penalty: 5746.577148
	Iteration 5F: 3 clusters Score -1.651229e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -16518950.000000 Penalty: 5746.577148
	Iteration 6F: 3 clusters Score -1.651895e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -16527838.000000 Penalty: 5746.577148
	Iteration 7F: 3 clusters Score -1.652784e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -16535672.000000 Penalty: 5746.577148
	Iteration 8F: 3 clusters Score -1.653567e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -16540218.000000 Penalty: 5746.577148
	Iteration 9Q: 3 clusters Score -1.654022e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -16541858.000000 Penalty: 5746.577148
	Iteration 10Q: 3 clusters Score -1.654186e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -16542434.000000 Penalty: 5746.577148
	Iteration 11Q: 3 clusters Score -1.654243e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -16542647.000000 Penalty: 5746.577148
	Iteration 12Q: 3 clusters Score -1.654265e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -16542750.000000 Penalty: 5746.577148
	Iteration 13Q: 3 clusters Score -1.654275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -16542790.000000 Penalty: 5746.577148
	Iteration 14Q: 3 clusters Score -1.654279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -16542796.000000 Penalty: 5746.577148
	Iteration 15Q: 3 clusters Score -1.65428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -16542804.000000 Penalty: 5746.577148
	Iteration 16Q: 3 clusters Score -1.65428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -16542809.000000 Penalty: 5746.577148
	Iteration 17Q: 3 clusters Score -1.654281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -16542812.000000 Penalty: 5746.577148
	Iteration 18Q: 3 clusters Score -1.654281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -16542803.000000 Penalty: 5746.577148
	Iteration 19Q: 3 clusters Score -1.65428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -16542803.000000 Penalty: 5746.577148
	Iteration 20F: 3 clusters Score -1.65428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -86819.929688 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -86819.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85284.734375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -85284.73 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85883.945312 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -85883.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86256.164062 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -86256.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86566.890625 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -86566.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86829.132812 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -86829.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87022.765625 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -87022.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87095.601562 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -87095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -87190.609375 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -87190.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87249.664062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -87249.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87282.750000 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -87282.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87307.382812 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -87307.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87343.375000 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -87343.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87351.453125 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -87351.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87356.117188 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -87356.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87357.750000 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -87357.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87369.093750 Penalty: 3234.228271
	Iteration 15F: 3 clusters Score -87369.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -87442.968750 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -87442.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87512.734375 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -87512.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87517.695312 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -87517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87517.695312 Penalty: 3234.228271
	Iteration 19F: 3 clusters Score -87517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104050 members 
Mstep: Class 3 contains 102213 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 93579 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
Score: -137801504.000000 Penalty: 91921.562500
Splitting cluster 15 changes total score from -137802656.000000 to -137801504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (93579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Entering Unmasked Estep 
Score: -14446685.000000 Penalty: 2838.747070
	Iteration 0F: 2 clusters Score -1.444668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -14384955.000000 Penalty: 5677.494141
	Iteration 0F: 3 clusters Score -1.438496e+07 nChanged 44063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -14410195.000000 Penalty: 5677.494141
	Iteration 1F: 3 clusters Score -1.44102e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -14411338.000000 Penalty: 5677.494141
	Iteration 2Q: 3 clusters Score -1.441134e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -14412817.000000 Penalty: 5677.494141
	Iteration 3Q: 3 clusters Score -1.441282e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -14415281.000000 Penalty: 5677.494141
	Iteration 4F: 3 clusters Score -1.441528e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -14418832.000000 Penalty: 5677.494141
	Iteration 5F: 3 clusters Score -1.441883e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -14424232.000000 Penalty: 5677.494141
	Iteration 6F: 3 clusters Score -1.442423e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -14430507.000000 Penalty: 5677.494141
	Iteration 7F: 3 clusters Score -1.443051e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -14436352.000000 Penalty: 5677.494141
	Iteration 8F: 3 clusters Score -1.443635e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -14440382.000000 Penalty: 5677.494141
	Iteration 9Q: 3 clusters Score -1.444038e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -14442924.000000 Penalty: 5677.494141
	Iteration 10Q: 3 clusters Score -1.444292e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -14444047.000000 Penalty: 5677.494141
	Iteration 11Q: 3 clusters Score -1.444405e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -14444610.000000 Penalty: 5677.494141
	Iteration 12Q: 3 clusters Score -1.444461e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -14444864.000000 Penalty: 5677.494141
	Iteration 13Q: 3 clusters Score -1.444486e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -14444998.000000 Penalty: 5677.494141
	Iteration 14Q: 3 clusters Score -1.4445e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -14445093.000000 Penalty: 5677.494141
	Iteration 15Q: 3 clusters Score -1.444509e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -14445136.000000 Penalty: 5677.494141
	Iteration 16Q: 3 clusters Score -1.444514e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -14445134.000000 Penalty: 5677.494141
	Iteration 17Q: 3 clusters Score -1.444513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -14445137.000000 Penalty: 5677.494141
	Iteration 18Q: 3 clusters Score -1.444514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -14445178.000000 Penalty: 5677.494141
	Iteration 19Q: 3 clusters Score -1.444518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -14445199.000000 Penalty: 5677.494141
	Iteration 20F: 3 clusters Score -1.44452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -14445193.000000 Penalty: 5677.494141
	Iteration 21Q: 3 clusters Score -1.444519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -14445190.000000 Penalty: 5677.494141
	Iteration 22Q: 3 clusters Score -1.444519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -14445185.000000 Penalty: 5677.494141
	Iteration 23Q: 3 clusters Score -1.444518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -14445189.000000 Penalty: 5677.494141
	Iteration 24Q: 3 clusters Score -1.444519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -14445190.000000 Penalty: 5677.494141
	Iteration 25Q: 3 clusters Score -1.444519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -14445194.000000 Penalty: 5677.494141
	Iteration 26Q: 3 clusters Score -1.444519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -14445196.000000 Penalty: 5677.494141
	Iteration 27Q: 3 clusters Score -1.44452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -14445210.000000 Penalty: 5677.494141
	Iteration 28Q: 3 clusters Score -1.444521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -14445211.000000 Penalty: 5677.494141
	Iteration 29Q: 3 clusters Score -1.444521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -14445224.000000 Penalty: 5677.494141
	Iteration 30Q: 3 clusters Score -1.444522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -14445224.000000 Penalty: 5677.494141
	Iteration 31Q: 3 clusters Score -1.444522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -14445229.000000 Penalty: 5677.494141
	Iteration 32Q: 3 clusters Score -1.444523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -14445225.000000 Penalty: 5677.494141
	Iteration 33Q: 3 clusters Score -1.444522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -14445225.000000 Penalty: 5677.494141
	Iteration 34F: 3 clusters Score -1.444522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Entering Unmasked Estep 
Score: -2978015.000000 Penalty: 2452.115234
	Iteration 0F: 2 clusters Score -2978015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2964124.000000 Penalty: 4904.230469
	Iteration 0F: 3 clusters Score -2964124 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2968681.750000 Penalty: 4904.230469
	Iteration 1F: 3 clusters Score -2968682 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2969052.500000 Penalty: 4904.230469
	Iteration 2F: 3 clusters Score -2969052 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2969312.750000 Penalty: 4904.230469
	Iteration 3Q: 3 clusters Score -2969313 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2969535.250000 Penalty: 4904.230469
	Iteration 4Q: 3 clusters Score -2969535 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2969688.000000 Penalty: 4904.230469
	Iteration 5Q: 3 clusters Score -2969688 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2969843.000000 Penalty: 4904.230469
	Iteration 6Q: 3 clusters Score -2969843 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2969979.250000 Penalty: 4904.230469
	Iteration 7Q: 3 clusters Score -2969979 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2970135.750000 Penalty: 4904.230469
	Iteration 8Q: 3 clusters Score -2970136 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2970290.250000 Penalty: 4904.230469
	Iteration 9Q: 3 clusters Score -2970290 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2970540.500000 Penalty: 4904.230469
	Iteration 10Q: 3 clusters Score -2970540 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2970855.500000 Penalty: 4904.230469
	Iteration 11Q: 3 clusters Score -2970856 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2971356.250000 Penalty: 4904.230469
	Iteration 12Q: 3 clusters Score -2971356 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2972040.000000 Penalty: 4904.230469
	Iteration 13F: 3 clusters Score -2972040 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2973012.500000 Penalty: 4904.230469
	Iteration 14F: 3 clusters Score -2973012 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2974078.000000 Penalty: 4904.230469
	Iteration 15F: 3 clusters Score -2974078 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2975005.750000 Penalty: 4904.230469
	Iteration 16Q: 3 clusters Score -2975006 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2975640.000000 Penalty: 4904.230469
	Iteration 17Q: 3 clusters Score -2975640 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2976032.750000 Penalty: 4904.230469
	Iteration 18Q: 3 clusters Score -2976033 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2976256.500000 Penalty: 4904.230469
	Iteration 19Q: 3 clusters Score -2976256 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2976368.250000 Penalty: 4904.230469
	Iteration 20F: 3 clusters Score -2976368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2976449.000000 Penalty: 4904.230469
	Iteration 21Q: 3 clusters Score -2976449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2976500.500000 Penalty: 4904.230469
	Iteration 22Q: 3 clusters Score -2976500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2976539.500000 Penalty: 4904.230469
	Iteration 23Q: 3 clusters Score -2976540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2976572.250000 Penalty: 4904.230469
	Iteration 24Q: 3 clusters Score -2976572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2976591.250000 Penalty: 4904.230469
	Iteration 25Q: 3 clusters Score -2976591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2976602.750000 Penalty: 4904.230469
	Iteration 26Q: 3 clusters Score -2976603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2976620.750000 Penalty: 4904.230469
	Iteration 27Q: 3 clusters Score -2976621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2976625.500000 Penalty: 4904.230469
	Iteration 28Q: 3 clusters Score -2976626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2976627.000000 Penalty: 4904.230469
	Iteration 29Q: 3 clusters Score -2976627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2976624.500000 Penalty: 4904.230469
	Iteration 30Q: 3 clusters Score -2976624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2976630.000000 Penalty: 4904.230469
	Iteration 31Q: 3 clusters Score -2976630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2976634.000000 Penalty: 4904.230469
	Iteration 32Q: 3 clusters Score -2976634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2976632.250000 Penalty: 4904.230469
	Iteration 33Q: 3 clusters Score -2976632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2976638.250000 Penalty: 4904.230469
	Iteration 34Q: 3 clusters Score -2976638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2976640.000000 Penalty: 4904.230469
	Iteration 35Q: 3 clusters Score -2976640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2976646.750000 Penalty: 4904.230469
	Iteration 36Q: 3 clusters Score -2976647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2976646.750000 Penalty: 4904.230469
	Iteration 37F: 3 clusters Score -2976647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -55442.191406 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -55442.19 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 241 members 
Entering Unmasked Estep 
Score: -54256.796875 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -54256.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54656.574219 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -54656.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54941.449219 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54941.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -55267.300781 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -55267.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -55397.082031 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -55397.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -55420.242188 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -55420.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -55423.566406 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -55423.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -55423.566406 Penalty: 3084.425781
	Iteration 7F: 3 clusters Score -55423.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Entering Unmasked Estep 
Score: -4345247.500000 Penalty: 2555.293945
	Iteration 0F: 2 clusters Score -4345248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4324676.000000 Penalty: 5110.587891
	Iteration 0F: 3 clusters Score -4324676 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4332234.500000 Penalty: 5110.587891
	Iteration 1F: 3 clusters Score -4332234 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4332768.500000 Penalty: 5110.587891
	Iteration 2F: 3 clusters Score -4332768 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4333227.500000 Penalty: 5110.587891
	Iteration 3Q: 3 clusters Score -4333228 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4333634.000000 Penalty: 5110.587891
	Iteration 4Q: 3 clusters Score -4333634 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4334117.500000 Penalty: 5110.587891
	Iteration 5Q: 3 clusters Score -4334118 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4334641.000000 Penalty: 5110.587891
	Iteration 6Q: 3 clusters Score -4334641 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4335256.500000 Penalty: 5110.587891
	Iteration 7Q: 3 clusters Score -4335256 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4336018.000000 Penalty: 5110.587891
	Iteration 8Q: 3 clusters Score -4336018 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4336823.500000 Penalty: 5110.587891
	Iteration 9Q: 3 clusters Score -4336824 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4337667.500000 Penalty: 5110.587891
	Iteration 10Q: 3 clusters Score -4337668 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4338481.000000 Penalty: 5110.587891
	Iteration 11Q: 3 clusters Score -4338481 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4339307.000000 Penalty: 5110.587891
	Iteration 12Q: 3 clusters Score -4339307 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4339972.000000 Penalty: 5110.587891
	Iteration 13Q: 3 clusters Score -4339972 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4340492.000000 Penalty: 5110.587891
	Iteration 14Q: 3 clusters Score -4340492 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4340968.000000 Penalty: 5110.587891
	Iteration 15Q: 3 clusters Score -4340968 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4341350.000000 Penalty: 5110.587891
	Iteration 16Q: 3 clusters Score -4341350 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4341708.500000 Penalty: 5110.587891
	Iteration 17Q: 3 clusters Score -4341708 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4341953.000000 Penalty: 5110.587891
	Iteration 18Q: 3 clusters Score -4341953 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4342134.000000 Penalty: 5110.587891
	Iteration 19Q: 3 clusters Score -4342134 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4342252.000000 Penalty: 5110.587891
	Iteration 20F: 3 clusters Score -4342252 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4342367.500000 Penalty: 5110.587891
	Iteration 21Q: 3 clusters Score -4342368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4342475.000000 Penalty: 5110.587891
	Iteration 22Q: 3 clusters Score -4342475 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4342550.000000 Penalty: 5110.587891
	Iteration 23Q: 3 clusters Score -4342550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4342616.500000 Penalty: 5110.587891
	Iteration 24Q: 3 clusters Score -4342616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4342689.500000 Penalty: 5110.587891
	Iteration 25Q: 3 clusters Score -4342690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4342755.000000 Penalty: 5110.587891
	Iteration 26Q: 3 clusters Score -4342755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4342798.500000 Penalty: 5110.587891
	Iteration 27Q: 3 clusters Score -4342798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4342834.000000 Penalty: 5110.587891
	Iteration 28Q: 3 clusters Score -4342834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4342864.500000 Penalty: 5110.587891
	Iteration 29Q: 3 clusters Score -4342864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4342896.500000 Penalty: 5110.587891
	Iteration 30Q: 3 clusters Score -4342896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4342944.500000 Penalty: 5110.587891
	Iteration 31Q: 3 clusters Score -4342944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4342974.500000 Penalty: 5110.587891
	Iteration 32Q: 3 clusters Score -4342974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4343009.500000 Penalty: 5110.587891
	Iteration 33Q: 3 clusters Score -4343010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4343048.500000 Penalty: 5110.587891
	Iteration 34Q: 3 clusters Score -4343048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4343079.500000 Penalty: 5110.587891
	Iteration 35Q: 3 clusters Score -4343080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4343097.500000 Penalty: 5110.587891
	Iteration 36Q: 3 clusters Score -4343098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4343124.000000 Penalty: 5110.587891
	Iteration 37Q: 3 clusters Score -4343124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4343143.500000 Penalty: 5110.587891
	Iteration 38Q: 3 clusters Score -4343144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4343158.500000 Penalty: 5110.587891
	Iteration 39Q: 3 clusters Score -4343158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4343164.000000 Penalty: 5110.587891
	Iteration 40F: 3 clusters Score -4343164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4343175.000000 Penalty: 5110.587891
	Iteration 41Q: 3 clusters Score -4343175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4343184.500000 Penalty: 5110.587891
	Iteration 42Q: 3 clusters Score -4343184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4343184.000000 Penalty: 5110.587891
	Iteration 43Q: 3 clusters Score -4343184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4343179.000000 Penalty: 5110.587891
	Iteration 44Q: 3 clusters Score -4343179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4343181.500000 Penalty: 5110.587891
	Iteration 45Q: 3 clusters Score -4343182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4343181.500000 Penalty: 5110.587891
	Iteration 46F: 3 clusters Score -4343182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -462649.687500 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -462649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -459194.343750 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -459194.3 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -459997.343750 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -459997.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -460223.062500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -460223.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -460427.781250 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -460427.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -460693.343750 Penalty: 4027.664795
	Iteration 4F: 3 clusters Score -460693.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -461028.093750 Penalty: 4027.664795
	Iteration 5F: 3 clusters Score -461028.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -461391.500000 Penalty: 4027.664795
	Iteration 6F: 3 clusters Score -461391.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -461710.812500 Penalty: 4027.664795
	Iteration 7F: 3 clusters Score -461710.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -461916.093750 Penalty: 4027.664795
	Iteration 8F: 3 clusters Score -461916.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -462057.656250 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -462057.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -462147.625000 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -462147.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -462180.968750 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -462181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -462198.156250 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -462198.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -462211.406250 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -462211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -462218.312500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -462218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -462222.437500 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -462222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462225.718750 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -462225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462227.375000 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -462227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -462230.250000 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -462230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -462231.093750 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -462231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -462231.968750 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -462232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Entering Unmasked Estep 
Score: -1640718.000000 Penalty: 2297.935791
	Iteration 0F: 2 clusters Score -1640718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1632731.750000 Penalty: 4595.871582
	Iteration 0F: 3 clusters Score -1632732 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1635057.250000 Penalty: 4595.871582
	Iteration 1F: 3 clusters Score -1635057 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1635400.250000 Penalty: 4595.871582
	Iteration 2F: 3 clusters Score -1635400 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1635715.500000 Penalty: 4595.871582
	Iteration 3F: 3 clusters Score -1635716 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1636079.250000 Penalty: 4595.871582
	Iteration 4F: 3 clusters Score -1636079 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1636473.500000 Penalty: 4595.871582
	Iteration 5F: 3 clusters Score -1636474 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1636895.250000 Penalty: 4595.871582
	Iteration 6F: 3 clusters Score -1636895 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1637330.750000 Penalty: 4595.871582
	Iteration 7F: 3 clusters Score -1637331 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1637707.000000 Penalty: 4595.871582
	Iteration 8Q: 3 clusters Score -1637707 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1638041.625000 Penalty: 4595.871582
	Iteration 9Q: 3 clusters Score -1638042 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1638274.875000 Penalty: 4595.871582
	Iteration 10Q: 3 clusters Score -1638275 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1638423.500000 Penalty: 4595.871582
	Iteration 11Q: 3 clusters Score -1638424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1638528.500000 Penalty: 4595.871582
	Iteration 12Q: 3 clusters Score -1638528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1638598.625000 Penalty: 4595.871582
	Iteration 13Q: 3 clusters Score -1638599 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1638640.125000 Penalty: 4595.871582
	Iteration 14Q: 3 clusters Score -1638640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1638677.625000 Penalty: 4595.871582
	Iteration 15Q: 3 clusters Score -1638678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1638705.000000 Penalty: 4595.871582
	Iteration 16Q: 3 clusters Score -1638705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1638739.125000 Penalty: 4595.871582
	Iteration 17Q: 3 clusters Score -1638739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1638769.000000 Penalty: 4595.871582
	Iteration 18Q: 3 clusters Score -1638769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1638787.750000 Penalty: 4595.871582
	Iteration 19Q: 3 clusters Score -1638788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1638805.625000 Penalty: 4595.871582
	Iteration 20F: 3 clusters Score -1638806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1638814.500000 Penalty: 4595.871582
	Iteration 21Q: 3 clusters Score -1638814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1638820.125000 Penalty: 4595.871582
	Iteration 22Q: 3 clusters Score -1638820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1638823.875000 Penalty: 4595.871582
	Iteration 23Q: 3 clusters Score -1638824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1638828.500000 Penalty: 4595.871582
	Iteration 24Q: 3 clusters Score -1638828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1638832.625000 Penalty: 4595.871582
	Iteration 25Q: 3 clusters Score -1638833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1638839.125000 Penalty: 4595.871582
	Iteration 26Q: 3 clusters Score -1638839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1638842.500000 Penalty: 4595.871582
	Iteration 27Q: 3 clusters Score -1638842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1638850.500000 Penalty: 4595.871582
	Iteration 28Q: 3 clusters Score -1638850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1638855.500000 Penalty: 4595.871582
	Iteration 29Q: 3 clusters Score -1638856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1638860.375000 Penalty: 4595.871582
	Iteration 30Q: 3 clusters Score -1638860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1638860.875000 Penalty: 4595.871582
	Iteration 31Q: 3 clusters Score -1638861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1638862.375000 Penalty: 4595.871582
	Iteration 32Q: 3 clusters Score -1638862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1638864.875000 Penalty: 4595.871582
	Iteration 33Q: 3 clusters Score -1638865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1638866.625000 Penalty: 4595.871582
	Iteration 34Q: 3 clusters Score -1638867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1638868.625000 Penalty: 4595.871582
	Iteration 35Q: 3 clusters Score -1638869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1638867.250000 Penalty: 4595.871582
	Iteration 36Q: 3 clusters Score -1638867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1638868.000000 Penalty: 4595.871582
	Iteration 37Q: 3 clusters Score -1638868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1638871.625000 Penalty: 4595.871582
	Iteration 38Q: 3 clusters Score -1638872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1638871.000000 Penalty: 4595.871582
	Iteration 39Q: 3 clusters Score -1638871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1638871.375000 Penalty: 4595.871582
	Iteration 40F: 3 clusters Score -1638871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1638871.875000 Penalty: 4595.871582
	Iteration 41Q: 3 clusters Score -1638872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1638871.875000 Penalty: 4595.871582
	Iteration 42Q: 3 clusters Score -1638872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1638871.500000 Penalty: 4595.871582
	Iteration 43Q: 3 clusters Score -1638872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1638871.500000 Penalty: 4595.871582
	Iteration 44F: 3 clusters Score -1638872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Entering Unmasked Estep 
Score: -6463753.000000 Penalty: 2638.198242
	Iteration 0F: 2 clusters Score -6463753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -6435429.000000 Penalty: 5276.396484
	Iteration 0F: 3 clusters Score -6435429 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -6445935.500000 Penalty: 5276.396484
	Iteration 1F: 3 clusters Score -6445936 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6446456.000000 Penalty: 5276.396484
	Iteration 2Q: 3 clusters Score -6446456 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -6446974.500000 Penalty: 5276.396484
	Iteration 3Q: 3 clusters Score -6446974 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -6447521.500000 Penalty: 5276.396484
	Iteration 4Q: 3 clusters Score -6447522 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -6448158.500000 Penalty: 5276.396484
	Iteration 5Q: 3 clusters Score -6448158 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -6448862.500000 Penalty: 5276.396484
	Iteration 6Q: 3 clusters Score -6448862 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6449739.000000 Penalty: 5276.396484
	Iteration 7Q: 3 clusters Score -6449739 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -6450854.500000 Penalty: 5276.396484
	Iteration 8Q: 3 clusters Score -6450854 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6452228.500000 Penalty: 5276.396484
	Iteration 9F: 3 clusters Score -6452228 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -6453693.500000 Penalty: 5276.396484
	Iteration 10F: 3 clusters Score -6453694 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -6455086.500000 Penalty: 5276.396484
	Iteration 11F: 3 clusters Score -6455086 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6455915.000000 Penalty: 5276.396484
	Iteration 12Q: 3 clusters Score -6455915 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6456301.500000 Penalty: 5276.396484
	Iteration 13Q: 3 clusters Score -6456302 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -6456610.500000 Penalty: 5276.396484
	Iteration 14Q: 3 clusters Score -6456610 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6456884.000000 Penalty: 5276.396484
	Iteration 15Q: 3 clusters Score -6456884 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6457146.500000 Penalty: 5276.396484
	Iteration 16Q: 3 clusters Score -6457146 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6457406.500000 Penalty: 5276.396484
	Iteration 17Q: 3 clusters Score -6457406 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6457642.500000 Penalty: 5276.396484
	Iteration 18Q: 3 clusters Score -6457642 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6457859.500000 Penalty: 5276.396484
	Iteration 19Q: 3 clusters Score -6457860 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6457992.000000 Penalty: 5276.396484
	Iteration 20F: 3 clusters Score -6457992 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6458120.500000 Penalty: 5276.396484
	Iteration 21Q: 3 clusters Score -6458120 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6458230.000000 Penalty: 5276.396484
	Iteration 22Q: 3 clusters Score -6458230 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -6458302.000000 Penalty: 5276.396484
	Iteration 23Q: 3 clusters Score -6458302 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -6458401.500000 Penalty: 5276.396484
	Iteration 24Q: 3 clusters Score -6458402 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -6458475.500000 Penalty: 5276.396484
	Iteration 25Q: 3 clusters Score -6458476 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6458526.000000 Penalty: 5276.396484
	Iteration 26Q: 3 clusters Score -6458526 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6458598.000000 Penalty: 5276.396484
	Iteration 27Q: 3 clusters Score -6458598 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6458636.500000 Penalty: 5276.396484
	Iteration 28Q: 3 clusters Score -6458636 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6458724.500000 Penalty: 5276.396484
	Iteration 29Q: 3 clusters Score -6458724 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6458810.000000 Penalty: 5276.396484
	Iteration 30Q: 3 clusters Score -6458810 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -6458859.000000 Penalty: 5276.396484
	Iteration 31Q: 3 clusters Score -6458859 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -6458936.000000 Penalty: 5276.396484
	Iteration 32Q: 3 clusters Score -6458936 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -6458981.000000 Penalty: 5276.396484
	Iteration 33Q: 3 clusters Score -6458981 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6459047.000000 Penalty: 5276.396484
	Iteration 34Q: 3 clusters Score -6459047 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6459127.500000 Penalty: 5276.396484
	Iteration 35Q: 3 clusters Score -6459128 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6459203.000000 Penalty: 5276.396484
	Iteration 36Q: 3 clusters Score -6459203 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -6459277.500000 Penalty: 5276.396484
	Iteration 37Q: 3 clusters Score -6459278 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -6459355.500000 Penalty: 5276.396484
	Iteration 38Q: 3 clusters Score -6459356 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6459407.500000 Penalty: 5276.396484
	Iteration 39Q: 3 clusters Score -6459408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -6459490.000000 Penalty: 5276.396484
	Iteration 40F: 3 clusters Score -6459490 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6459564.500000 Penalty: 5276.396484
	Iteration 41Q: 3 clusters Score -6459564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -6459634.500000 Penalty: 5276.396484
	Iteration 42Q: 3 clusters Score -6459634 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -6459712.000000 Penalty: 5276.396484
	Iteration 43Q: 3 clusters Score -6459712 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6459800.500000 Penalty: 5276.396484
	Iteration 44Q: 3 clusters Score -6459800 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -6459914.500000 Penalty: 5276.396484
	Iteration 45Q: 3 clusters Score -6459914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -6460013.000000 Penalty: 5276.396484
	Iteration 46Q: 3 clusters Score -6460013 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -6460097.000000 Penalty: 5276.396484
	Iteration 47Q: 3 clusters Score -6460097 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -6460188.500000 Penalty: 5276.396484
	Iteration 48Q: 3 clusters Score -6460188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -6460247.500000 Penalty: 5276.396484
	Iteration 49Q: 3 clusters Score -6460248 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -6460350.500000 Penalty: 5276.396484
	Iteration 50Q: 3 clusters Score -6460350 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -6460414.500000 Penalty: 5276.396484
	Iteration 51Q: 3 clusters Score -6460414 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -6460470.500000 Penalty: 5276.396484
	Iteration 52Q: 3 clusters Score -6460470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -6460545.500000 Penalty: 5276.396484
	Iteration 53Q: 3 clusters Score -6460546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6460605.000000 Penalty: 5276.396484
	Iteration 54Q: 3 clusters Score -6460605 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -6460662.500000 Penalty: 5276.396484
	Iteration 55Q: 3 clusters Score -6460662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -6460717.000000 Penalty: 5276.396484
	Iteration 56Q: 3 clusters Score -6460717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -6460757.500000 Penalty: 5276.396484
	Iteration 57Q: 3 clusters Score -6460758 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -6460823.000000 Penalty: 5276.396484
	Iteration 58Q: 3 clusters Score -6460823 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -6460860.500000 Penalty: 5276.396484
	Iteration 59Q: 3 clusters Score -6460860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -6460902.500000 Penalty: 5276.396484
	Iteration 60F: 3 clusters Score -6460902 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6460925.000000 Penalty: 5276.396484
	Iteration 61Q: 3 clusters Score -6460925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -6460983.000000 Penalty: 5276.396484
	Iteration 62Q: 3 clusters Score -6460983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -6461029.500000 Penalty: 5276.396484
	Iteration 63Q: 3 clusters Score -6461030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -6461081.000000 Penalty: 5276.396484
	Iteration 64Q: 3 clusters Score -6461081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -6461117.000000 Penalty: 5276.396484
	Iteration 65Q: 3 clusters Score -6461117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -6461161.500000 Penalty: 5276.396484
	Iteration 66Q: 3 clusters Score -6461162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -6461202.000000 Penalty: 5276.396484
	Iteration 67Q: 3 clusters Score -6461202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6461241.500000 Penalty: 5276.396484
	Iteration 68Q: 3 clusters Score -6461242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -6461259.000000 Penalty: 5276.396484
	Iteration 69Q: 3 clusters Score -6461259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -6461277.000000 Penalty: 5276.396484
	Iteration 70Q: 3 clusters Score -6461277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6461297.000000 Penalty: 5276.396484
	Iteration 71Q: 3 clusters Score -6461297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -6461329.500000 Penalty: 5276.396484
	Iteration 72Q: 3 clusters Score -6461330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -6461351.000000 Penalty: 5276.396484
	Iteration 73Q: 3 clusters Score -6461351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -6461360.000000 Penalty: 5276.396484
	Iteration 74Q: 3 clusters Score -6461360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -6461368.000000 Penalty: 5276.396484
	Iteration 75Q: 3 clusters Score -6461368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -6461379.500000 Penalty: 5276.396484
	Iteration 76Q: 3 clusters Score -6461380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -6461389.500000 Penalty: 5276.396484
	Iteration 77Q: 3 clusters Score -6461390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -6461393.000000 Penalty: 5276.396484
	Iteration 78Q: 3 clusters Score -6461393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -6461396.500000 Penalty: 5276.396484
	Iteration 79Q: 3 clusters Score -6461396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6461413.000000 Penalty: 5276.396484
	Iteration 80F: 3 clusters Score -6461413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -6461421.500000 Penalty: 5276.396484
	Iteration 81Q: 3 clusters Score -6461422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -6461439.500000 Penalty: 5276.396484
	Iteration 82Q: 3 clusters Score -6461440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -6461459.500000 Penalty: 5276.396484
	Iteration 83Q: 3 clusters Score -6461460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -6461462.500000 Penalty: 5276.396484
	Iteration 84Q: 3 clusters Score -6461462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -6461489.000000 Penalty: 5276.396484
	Iteration 85Q: 3 clusters Score -6461489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6461492.000000 Penalty: 5276.396484
	Iteration 86Q: 3 clusters Score -6461492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6461507.500000 Penalty: 5276.396484
	Iteration 87Q: 3 clusters Score -6461508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -6461503.500000 Penalty: 5276.396484
	Iteration 88Q: 3 clusters Score -6461504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -6461509.000000 Penalty: 5276.396484
	Iteration 89Q: 3 clusters Score -6461509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -6461515.000000 Penalty: 5276.396484
	Iteration 90Q: 3 clusters Score -6461515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -6461511.000000 Penalty: 5276.396484
	Iteration 91Q: 3 clusters Score -6461511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -6461512.500000 Penalty: 5276.396484
	Iteration 92Q: 3 clusters Score -6461512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -6461517.500000 Penalty: 5276.396484
	Iteration 93Q: 3 clusters Score -6461518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -6461516.500000 Penalty: 5276.396484
	Iteration 94Q: 3 clusters Score -6461516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -6461517.500000 Penalty: 5276.396484
	Iteration 95Q: 3 clusters Score -6461518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -6461520.000000 Penalty: 5276.396484
	Iteration 96Q: 3 clusters Score -6461520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6461532.500000 Penalty: 5276.396484
	Iteration 97Q: 3 clusters Score -6461532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6461533.500000 Penalty: 5276.396484
	Iteration 98Q: 3 clusters Score -6461534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -6461535.500000 Penalty: 5276.396484
	Iteration 99Q: 3 clusters Score -6461536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -6461535.500000 Penalty: 5276.396484
	Iteration 100F: 3 clusters Score -6461536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Entering Unmasked Estep 
Score: -9372370.000000 Penalty: 2728.628174
	Iteration 0F: 2 clusters Score -9372370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -9332123.000000 Penalty: 5457.256348
	Iteration 0F: 3 clusters Score -9332123 nChanged 27860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -9347730.000000 Penalty: 5457.256348
	Iteration 1F: 3 clusters Score -9347730 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -9348303.000000 Penalty: 5457.256348
	Iteration 2Q: 3 clusters Score -9348303 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -9349058.000000 Penalty: 5457.256348
	Iteration 3Q: 3 clusters Score -9349058 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -9350142.000000 Penalty: 5457.256348
	Iteration 4Q: 3 clusters Score -9350142 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -9351896.000000 Penalty: 5457.256348
	Iteration 5F: 3 clusters Score -9351896 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -9354915.000000 Penalty: 5457.256348
	Iteration 6F: 3 clusters Score -9354915 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -9359164.000000 Penalty: 5457.256348
	Iteration 7F: 3 clusters Score -9359164 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -9363935.000000 Penalty: 5457.256348
	Iteration 8F: 3 clusters Score -9363935 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -9367267.000000 Penalty: 5457.256348
	Iteration 9F: 3 clusters Score -9367267 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9368850.000000 Penalty: 5457.256348
	Iteration 10Q: 3 clusters Score -9368850 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -9369445.000000 Penalty: 5457.256348
	Iteration 11Q: 3 clusters Score -9369445 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -9369731.000000 Penalty: 5457.256348
	Iteration 12Q: 3 clusters Score -9369731 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -9369865.000000 Penalty: 5457.256348
	Iteration 13Q: 3 clusters Score -9369865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -9369919.000000 Penalty: 5457.256348
	Iteration 14Q: 3 clusters Score -9369919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -9369935.000000 Penalty: 5457.256348
	Iteration 15Q: 3 clusters Score -9369935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -9369976.000000 Penalty: 5457.256348
	Iteration 16Q: 3 clusters Score -9369976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -9369991.000000 Penalty: 5457.256348
	Iteration 17Q: 3 clusters Score -9369991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -9369989.000000 Penalty: 5457.256348
	Iteration 18Q: 3 clusters Score -9369989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -9369999.000000 Penalty: 5457.256348
	Iteration 19Q: 3 clusters Score -9369999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -9370005.000000 Penalty: 5457.256348
	Iteration 20F: 3 clusters Score -9370005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -9370011.000000 Penalty: 5457.256348
	Iteration 21Q: 3 clusters Score -9370011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -9370004.000000 Penalty: 5457.256348
	Iteration 22Q: 3 clusters Score -9370004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -9370007.000000 Penalty: 5457.256348
	Iteration 23Q: 3 clusters Score -9370007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -9370008.000000 Penalty: 5457.256348
	Iteration 24Q: 3 clusters Score -9370008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -9370010.000000 Penalty: 5457.256348
	Iteration 25Q: 3 clusters Score -9370010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -9370014.000000 Penalty: 5457.256348
	Iteration 26Q: 3 clusters Score -9370014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -9370014.000000 Penalty: 5457.256348
	Iteration 27F: 3 clusters Score -9370014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Entering Unmasked Estep 
Score: -9619521.000000 Penalty: 2738.700195
	Iteration 0F: 2 clusters Score -9619521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -9577830.000000 Penalty: 5477.400391
	Iteration 0F: 3 clusters Score -9577830 nChanged 29002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -9593906.000000 Penalty: 5477.400391
	Iteration 1F: 3 clusters Score -9593906 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -9594429.000000 Penalty: 5477.400391
	Iteration 2Q: 3 clusters Score -9594429 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -9594967.000000 Penalty: 5477.400391
	Iteration 3Q: 3 clusters Score -9594967 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -9595565.000000 Penalty: 5477.400391
	Iteration 4Q: 3 clusters Score -9595565 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -9596319.000000 Penalty: 5477.400391
	Iteration 5Q: 3 clusters Score -9596319 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -9597244.000000 Penalty: 5477.400391
	Iteration 6Q: 3 clusters Score -9597244 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9598546.000000 Penalty: 5477.400391
	Iteration 7Q: 3 clusters Score -9598546 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -9600269.000000 Penalty: 5477.400391
	Iteration 8Q: 3 clusters Score -9600269 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -9602548.000000 Penalty: 5477.400391
	Iteration 9F: 3 clusters Score -9602548 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -9605285.000000 Penalty: 5477.400391
	Iteration 10F: 3 clusters Score -9605285 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -9608112.000000 Penalty: 5477.400391
	Iteration 11F: 3 clusters Score -9608112 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -9610680.000000 Penalty: 5477.400391
	Iteration 12Q: 3 clusters Score -9610680 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -9612992.000000 Penalty: 5477.400391
	Iteration 13Q: 3 clusters Score -9612992 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -9614632.000000 Penalty: 5477.400391
	Iteration 14Q: 3 clusters Score -9614632 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -9615589.000000 Penalty: 5477.400391
	Iteration 15Q: 3 clusters Score -9615589 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -9616065.000000 Penalty: 5477.400391
	Iteration 16Q: 3 clusters Score -9616065 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -9616286.000000 Penalty: 5477.400391
	Iteration 17Q: 3 clusters Score -9616286 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -9616474.000000 Penalty: 5477.400391
	Iteration 18Q: 3 clusters Score -9616474 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9616608 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -9616754.000000 Penalty: 5477.400391
	Iteration 20F: 3 clusters Score -9616754 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -9616815.000000 Penalty: 5477.400391
	Iteration 21Q: 3 clusters Score -9616815 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -9616841.000000 Penalty: 5477.400391
	Iteration 22Q: 3 clusters Score -9616841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -9616906.000000 Penalty: 5477.400391
	Iteration 23Q: 3 clusters Score -9616906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -9616917.000000 Penalty: 5477.400391
	Iteration 24Q: 3 clusters Score -9616917 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -9616918.000000 Penalty: 5477.400391
	Iteration 25Q: 3 clusters Score -9616918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -9616911.000000 Penalty: 5477.400391
	Iteration 26Q: 3 clusters Score -9616911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -9616909.000000 Penalty: 5477.400391
	Iteration 27Q: 3 clusters Score -9616909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -9616935.000000 Penalty: 5477.400391
	Iteration 28Q: 3 clusters Score -9616935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9616973.000000 Penalty: 5477.400391
	Iteration 29Q: 3 clusters Score -9616973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -9616954.000000 Penalty: 5477.400391
	Iteration 30Q: 3 clusters Score -9616954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -9616953.000000 Penalty: 5477.400391
	Iteration 31Q: 3 clusters Score -9616953 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -9616965.000000 Penalty: 5477.400391
	Iteration 32Q: 3 clusters Score -9616965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -9616959.000000 Penalty: 5477.400391
	Iteration 33Q: 3 clusters Score -9616959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -9616968.000000 Penalty: 5477.400391
	Iteration 34Q: 3 clusters Score -9616968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -9616968.000000 Penalty: 5477.400391
	Iteration 35Q: 3 clusters Score -9616968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -9616962.000000 Penalty: 5477.400391
	Iteration 36Q: 3 clusters Score -9616962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -9616982.000000 Penalty: 5477.400391
	Iteration 37Q: 3 clusters Score -9616982 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -9617005.000000 Penalty: 5477.400391
	Iteration 38Q: 3 clusters Score -9617005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -9617001.000000 Penalty: 5477.400391
	Iteration 39Q: 3 clusters Score -9617001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -9617013.000000 Penalty: 5477.400391
	Iteration 40F: 3 clusters Score -9617013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -9617032.000000 Penalty: 5477.400391
	Iteration 41Q: 3 clusters Score -9617032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -9617018.000000 Penalty: 5477.400391
	Iteration 42Q: 3 clusters Score -9617018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -9617019.000000 Penalty: 5477.400391
	Iteration 43Q: 3 clusters Score -9617019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -9617015.000000 Penalty: 5477.400391
	Iteration 44Q: 3 clusters Score -9617015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -9617043.000000 Penalty: 5477.400391
	Iteration 45Q: 3 clusters Score -9617043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -9617037.000000 Penalty: 5477.400391
	Iteration 46Q: 3 clusters Score -9617037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9617054.000000 Penalty: 5477.400391
	Iteration 47Q: 3 clusters Score -9617054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -9617057.000000 Penalty: 5477.400391
	Iteration 48Q: 3 clusters Score -9617057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -9617058.000000 Penalty: 5477.400391
	Iteration 49Q: 3 clusters Score -9617058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -9617035.000000 Penalty: 5477.400391
	Iteration 50Q: 3 clusters Score -9617035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -9617049.000000 Penalty: 5477.400391
	Iteration 51Q: 3 clusters Score -9617049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -9617062.000000 Penalty: 5477.400391
	Iteration 52Q: 3 clusters Score -9617062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -9617067.000000 Penalty: 5477.400391
	Iteration 53Q: 3 clusters Score -9617067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -9617066.000000 Penalty: 5477.400391
	Iteration 54Q: 3 clusters Score -9617066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -9617084.000000 Penalty: 5477.400391
	Iteration 55Q: 3 clusters Score -9617084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -9617072.000000 Penalty: 5477.400391
	Iteration 56Q: 3 clusters Score -9617072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -9617064.000000 Penalty: 5477.400391
	Iteration 57Q: 3 clusters Score -9617064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -9617070.000000 Penalty: 5477.400391
	Iteration 58Q: 3 clusters Score -9617070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -9617061.000000 Penalty: 5477.400391
	Iteration 59Q: 3 clusters Score -9617061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -9617065.000000 Penalty: 5477.400391
	Iteration 60F: 3 clusters Score -9617065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9617056.000000 Penalty: 5477.400391
	Iteration 61Q: 3 clusters Score -9617056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -9617039.000000 Penalty: 5477.400391
	Iteration 62Q: 3 clusters Score -9617039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -9617048.000000 Penalty: 5477.400391
	Iteration 63Q: 3 clusters Score -9617048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -9617036.000000 Penalty: 5477.400391
	Iteration 64Q: 3 clusters Score -9617036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -9617048.000000 Penalty: 5477.400391
	Iteration 65Q: 3 clusters Score -9617048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -9617051.000000 Penalty: 5477.400391
	Iteration 66Q: 3 clusters Score -9617051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -9617048.000000 Penalty: 5477.400391
	Iteration 67Q: 3 clusters Score -9617048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -9617032.000000 Penalty: 5477.400391
	Iteration 68Q: 3 clusters Score -9617032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -9617037.000000 Penalty: 5477.400391
	Iteration 69Q: 3 clusters Score -9617037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9617041.000000 Penalty: 5477.400391
	Iteration 70Q: 3 clusters Score -9617041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -9617056.000000 Penalty: 5477.400391
	Iteration 71Q: 3 clusters Score -9617056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -9617047.000000 Penalty: 5477.400391
	Iteration 72Q: 3 clusters Score -9617047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -9617051.000000 Penalty: 5477.400391
	Iteration 73Q: 3 clusters Score -9617051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -9617067.000000 Penalty: 5477.400391
	Iteration 74Q: 3 clusters Score -9617067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -9617063.000000 Penalty: 5477.400391
	Iteration 75Q: 3 clusters Score -9617063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9617056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -9617039.000000 Penalty: 5477.400391
	Iteration 77Q: 3 clusters Score -9617039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -9617047.000000 Penalty: 5477.400391
	Iteration 78Q: 3 clusters Score -9617047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -9617037.000000 Penalty: 5477.400391
	Iteration 79Q: 3 clusters Score -9617037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9617042.000000 Penalty: 5477.400391
	Iteration 80F: 3 clusters Score -9617042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -9617057.000000 Penalty: 5477.400391
	Iteration 81Q: 3 clusters Score -9617057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -9617072.000000 Penalty: 5477.400391
	Iteration 82Q: 3 clusters Score -9617072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -9617076.000000 Penalty: 5477.400391
	Iteration 83Q: 3 clusters Score -9617076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -9617096.000000 Penalty: 5477.400391
	Iteration 84Q: 3 clusters Score -9617096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -9617082.000000 Penalty: 5477.400391
	Iteration 85Q: 3 clusters Score -9617082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -9617100.000000 Penalty: 5477.400391
	Iteration 86Q: 3 clusters Score -9617100 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -9617112.000000 Penalty: 5477.400391
	Iteration 87Q: 3 clusters Score -9617112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -9617118.000000 Penalty: 5477.400391
	Iteration 88Q: 3 clusters Score -9617118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -9617131.000000 Penalty: 5477.400391
	Iteration 89Q: 3 clusters Score -9617131 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9617130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -9617131.000000 Penalty: 5477.400391
	Iteration 91Q: 3 clusters Score -9617131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -9617139.000000 Penalty: 5477.400391
	Iteration 92Q: 3 clusters Score -9617139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -9617138.000000 Penalty: 5477.400391
	Iteration 93Q: 3 clusters Score -9617138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -9617134.000000 Penalty: 5477.400391
	Iteration 94Q: 3 clusters Score -9617134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -9617129.000000 Penalty: 5477.400391
	Iteration 95Q: 3 clusters Score -9617129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -9617126.000000 Penalty: 5477.400391
	Iteration 96Q: 3 clusters Score -9617126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -9617134.000000 Penalty: 5477.400391
	Iteration 97Q: 3 clusters Score -9617134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -9617137.000000 Penalty: 5477.400391
	Iteration 98Q: 3 clusters Score -9617137 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -9617145.000000 Penalty: 5477.400391
	Iteration 99Q: 3 clusters Score -9617145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -9617136.000000 Penalty: 5477.400391
	Iteration 100F: 3 clusters Score -9617136 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -9617132.000000 Penalty: 5477.400391
	Iteration 101Q: 3 clusters Score -9617132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -9617122.000000 Penalty: 5477.400391
	Iteration 102Q: 3 clusters Score -9617122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -9617133.000000 Penalty: 5477.400391
	Iteration 103Q: 3 clusters Score -9617133 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -9617137.000000 Penalty: 5477.400391
	Iteration 104Q: 3 clusters Score -9617137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -9617144.000000 Penalty: 5477.400391
	Iteration 105Q: 3 clusters Score -9617144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -9617148.000000 Penalty: 5477.400391
	Iteration 106Q: 3 clusters Score -9617148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9617148 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -9617149.000000 Penalty: 5477.400391
	Iteration 108Q: 3 clusters Score -9617149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -9617147.000000 Penalty: 5477.400391
	Iteration 109Q: 3 clusters Score -9617147 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9617147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -9617148.000000 Penalty: 5477.400391
	Iteration 111Q: 3 clusters Score -9617148 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -9617151.000000 Penalty: 5477.400391
	Iteration 112Q: 3 clusters Score -9617151 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
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	Iteration 113F: 3 clusters Score -9617151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Entering Unmasked Estep 
Score: -15787817.000000 Penalty: 2859.737061
	Iteration 0F: 2 clusters Score -1.578782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -15724081.000000 Penalty: 5719.474121
	Iteration 0F: 3 clusters Score -1.572408e+07 nChanged 48221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -15751951.000000 Penalty: 5719.474121
	Iteration 1F: 3 clusters Score -1.575195e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -15753079.000000 Penalty: 5719.474121
	Iteration 2Q: 3 clusters Score -1.575308e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -15754452.000000 Penalty: 5719.474121
	Iteration 3Q: 3 clusters Score -1.575445e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -15756565.000000 Penalty: 5719.474121
	Iteration 4Q: 3 clusters Score -1.575656e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -15759655.000000 Penalty: 5719.474121
	Iteration 5F: 3 clusters Score -1.575966e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -15763627.000000 Penalty: 5719.474121
	Iteration 6F: 3 clusters Score -1.576363e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -15768741.000000 Penalty: 5719.474121
	Iteration 7F: 3 clusters Score -1.576874e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -15774007.000000 Penalty: 5719.474121
	Iteration 8F: 3 clusters Score -1.577401e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -15777983.000000 Penalty: 5719.474121
	Iteration 9F: 3 clusters Score -1.577798e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -15780270.000000 Penalty: 5719.474121
	Iteration 10Q: 3 clusters Score -1.578027e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -15781694.000000 Penalty: 5719.474121
	Iteration 11Q: 3 clusters Score -1.578169e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -15782787.000000 Penalty: 5719.474121
	Iteration 12Q: 3 clusters Score -1.578279e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -15783555.000000 Penalty: 5719.474121
	Iteration 13Q: 3 clusters Score -1.578356e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -15784271.000000 Penalty: 5719.474121
	Iteration 14Q: 3 clusters Score -1.578427e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -15784823.000000 Penalty: 5719.474121
	Iteration 15Q: 3 clusters Score -1.578482e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -15785112.000000 Penalty: 5719.474121
	Iteration 16Q: 3 clusters Score -1.578511e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -15785273.000000 Penalty: 5719.474121
	Iteration 17Q: 3 clusters Score -1.578527e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -15785388.000000 Penalty: 5719.474121
	Iteration 18Q: 3 clusters Score -1.578539e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -15785516.000000 Penalty: 5719.474121
	Iteration 19Q: 3 clusters Score -1.578552e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -15785566.000000 Penalty: 5719.474121
	Iteration 20F: 3 clusters Score -1.578557e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -15785631.000000 Penalty: 5719.474121
	Iteration 21Q: 3 clusters Score -1.578563e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -15785670.000000 Penalty: 5719.474121
	Iteration 22Q: 3 clusters Score -1.578567e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -15785700.000000 Penalty: 5719.474121
	Iteration 23Q: 3 clusters Score -1.57857e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15785740.000000 Penalty: 5719.474121
	Iteration 24Q: 3 clusters Score -1.578574e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15785754.000000 Penalty: 5719.474121
	Iteration 25Q: 3 clusters Score -1.578575e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15785745.000000 Penalty: 5719.474121
	Iteration 26Q: 3 clusters Score -1.578574e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15785704.000000 Penalty: 5719.474121
	Iteration 27Q: 3 clusters Score -1.57857e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15785701.000000 Penalty: 5719.474121
	Iteration 28Q: 3 clusters Score -1.57857e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15785688.000000 Penalty: 5719.474121
	Iteration 29Q: 3 clusters Score -1.578569e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15785686.000000 Penalty: 5719.474121
	Iteration 30Q: 3 clusters Score -1.578569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15785687.000000 Penalty: 5719.474121
	Iteration 31Q: 3 clusters Score -1.578569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15785636.000000 Penalty: 5719.474121
	Iteration 32Q: 3 clusters Score -1.578564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15785648.000000 Penalty: 5719.474121
	Iteration 33Q: 3 clusters Score -1.578565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15785658.000000 Penalty: 5719.474121
	Iteration 34Q: 3 clusters Score -1.578566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15785644.000000 Penalty: 5719.474121
	Iteration 35Q: 3 clusters Score -1.578564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15785671.000000 Penalty: 5719.474121
	Iteration 36Q: 3 clusters Score -1.578567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15785667.000000 Penalty: 5719.474121
	Iteration 37Q: 3 clusters Score -1.578567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15785668.000000 Penalty: 5719.474121
	Iteration 38Q: 3 clusters Score -1.578567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -15785638.000000 Penalty: 5719.474121
	Iteration 39Q: 3 clusters Score -1.578564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15785671.000000 Penalty: 5719.474121
	Iteration 40F: 3 clusters Score -1.578567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15785669.000000 Penalty: 5719.474121
	Iteration 41Q: 3 clusters Score -1.578567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15785675.000000 Penalty: 5719.474121
	Iteration 42Q: 3 clusters Score -1.578568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15785681.000000 Penalty: 5719.474121
	Iteration 43Q: 3 clusters Score -1.578568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15785679.000000 Penalty: 5719.474121
	Iteration 44Q: 3 clusters Score -1.578568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15785679.000000 Penalty: 5719.474121
	Iteration 45Q: 3 clusters Score -1.578568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -15785701.000000 Penalty: 5719.474121
	Iteration 46Q: 3 clusters Score -1.57857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15785708.000000 Penalty: 5719.474121
	Iteration 47Q: 3 clusters Score -1.578571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15785701.000000 Penalty: 5719.474121
	Iteration 48Q: 3 clusters Score -1.57857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15785706.000000 Penalty: 5719.474121
	Iteration 49Q: 3 clusters Score -1.578571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15785710.000000 Penalty: 5719.474121
	Iteration 50Q: 3 clusters Score -1.578571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -15785712.000000 Penalty: 5719.474121
	Iteration 51Q: 3 clusters Score -1.578571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15785715.000000 Penalty: 5719.474121
	Iteration 52Q: 3 clusters Score -1.578572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15785713.000000 Penalty: 5719.474121
	Iteration 53Q: 3 clusters Score -1.578571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15785727.000000 Penalty: 5719.474121
	Iteration 54Q: 3 clusters Score -1.578573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15785714.000000 Penalty: 5719.474121
	Iteration 55Q: 3 clusters Score -1.578571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15785713.000000 Penalty: 5719.474121
	Iteration 56Q: 3 clusters Score -1.578571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15785713.000000 Penalty: 5719.474121
	Iteration 57F: 3 clusters Score -1.578571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -152620.562500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -152620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150642.250000 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -150642.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151050.500000 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -151050.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151303.750000 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -151303.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151549.859375 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -151549.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151668.062500 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -151668.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151743.859375 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -151743.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -151785.625000 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -151785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -151846.515625 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -151846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -151871.890625 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -151871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151892.343750 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -151892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151922.687500 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -151922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151947.406250 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -151947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151960.328125 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -151960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151983.781250 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -151983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152008.156250 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -152008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152066.218750 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -152066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152121.140625 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -152121.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152159.937500 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -152159.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152220.234375 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -152220.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152289.031250 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -152289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152347.875000 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -152347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152403.203125 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -152403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152433.843750 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -152433.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152477.234375 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -152477.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152571.109375 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -152571.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152849.171875 Penalty: 3474.421387
	Iteration 25Q: 3 clusters Score -152849.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153213.046875 Penalty: 3474.421387
	Iteration 26Q: 3 clusters Score -153213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153550.046875 Penalty: 3474.421387
	Iteration 27Q: 3 clusters Score -153550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153853.656250 Penalty: 3474.421387
	Iteration 28Q: 3 clusters Score -153853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154104.531250 Penalty: 3474.421387
	Iteration 29Q: 3 clusters Score -154104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154146.406250 Penalty: 3474.421387
	Iteration 30Q: 3 clusters Score -154146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154146.406250 Penalty: 3474.421387
	Iteration 31F: 3 clusters Score -154146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104050 members 
Mstep: Class 3 contains 102213 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93579 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 620 members 
Entering Unmasked Estep 
Score: -137802368.000000 Penalty: 91921.562500
Splitting cluster 26 changes total score from -137802656.000000 to -137802368.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104050 members 
Mstep: Class 3 contains 102213 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93579 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41685 members 
Mstep: Class 23 contains 60026 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802592.000000 Penalty: 88517.062500
Iteration 479Q: 27 clusters Score -1.378026e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104043 members 
Mstep: Class 3 contains 102220 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107570 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93572 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 60024 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101851 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802608.000000 Penalty: 88517.062500
Iteration 480F: 27 clusters Score -1.378026e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104038 members 
Mstep: Class 3 contains 102224 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93573 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41676 members 
Mstep: Class 23 contains 60025 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101853 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 88517.062500
Iteration 481Q: 27 clusters Score -1.378027e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104037 members 
Mstep: Class 3 contains 102228 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33189 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54323 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107570 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93575 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41673 members 
Mstep: Class 23 contains 60028 members 
Mstep: Class 24 contains 62516 members 
Mstep: Class 25 contains 101850 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802656.000000 Penalty: 88517.062500
Iteration 482Q: 27 clusters Score -1.378027e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 104037 members 
Mstep: Class 3 contains 102230 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54323 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107573 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93574 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62515 members 
Mstep: Class 25 contains 101846 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 483Q: 27 clusters Score -1.378027e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 104034 members 
Mstep: Class 3 contains 102236 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54322 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107573 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93574 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41670 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 62514 members 
Mstep: Class 25 contains 101846 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 484Q: 27 clusters Score -1.378027e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 104031 members 
Mstep: Class 3 contains 102240 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54323 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107572 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93574 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 60033 members 
Mstep: Class 24 contains 62513 members 
Mstep: Class 25 contains 101843 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 485Q: 27 clusters Score -1.378027e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 104023 members 
Mstep: Class 3 contains 102248 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93577 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62513 members 
Mstep: Class 25 contains 101843 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 486Q: 27 clusters Score -1.378026e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 104019 members 
Mstep: Class 3 contains 102250 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107570 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93580 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41664 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62513 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802608.000000 Penalty: 88517.062500
Iteration 487Q: 27 clusters Score -1.378026e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 104012 members 
Mstep: Class 3 contains 102252 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107568 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93583 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29839 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62512 members 
Mstep: Class 25 contains 101845 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 488Q: 27 clusters Score -1.378026e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 104007 members 
Mstep: Class 3 contains 102259 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107569 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93584 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41661 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62508 members 
Mstep: Class 25 contains 101849 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 489Q: 27 clusters Score -1.378026e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 103998 members 
Mstep: Class 3 contains 102268 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107568 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93583 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41662 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62504 members 
Mstep: Class 25 contains 101852 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802688.000000 Penalty: 88517.062500
Iteration 490Q: 27 clusters Score -1.378027e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 103990 members 
Mstep: Class 3 contains 102272 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54325 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93583 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41661 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62504 members 
Mstep: Class 25 contains 101854 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 491Q: 27 clusters Score -1.378028e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 103986 members 
Mstep: Class 3 contains 102278 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107572 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93584 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29842 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62503 members 
Mstep: Class 25 contains 101854 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 88517.062500
Iteration 492Q: 27 clusters Score -1.378027e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 103979 members 
Mstep: Class 3 contains 102285 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93586 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29843 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62501 members 
Mstep: Class 25 contains 101855 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802640.000000 Penalty: 88517.062500
Iteration 493Q: 27 clusters Score -1.378026e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 103974 members 
Mstep: Class 3 contains 102290 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54326 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93586 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29844 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62499 members 
Mstep: Class 25 contains 101858 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802736.000000 Penalty: 88517.062500
Iteration 494Q: 27 clusters Score -1.378027e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 103967 members 
Mstep: Class 3 contains 102290 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54330 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107572 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93590 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29845 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62500 members 
Mstep: Class 25 contains 101860 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802752.000000 Penalty: 88517.062500
Iteration 495Q: 27 clusters Score -1.378028e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 103967 members 
Mstep: Class 3 contains 102288 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54330 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107571 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93592 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29845 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62498 members 
Mstep: Class 25 contains 101861 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802720.000000 Penalty: 88517.062500
Iteration 496Q: 27 clusters Score -1.378027e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 103971 members 
Mstep: Class 3 contains 102286 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54329 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107566 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93593 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29845 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10573 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60032 members 
Mstep: Class 24 contains 62496 members 
Mstep: Class 25 contains 101865 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802624.000000 Penalty: 88517.062500
Iteration 497Q: 27 clusters Score -1.378026e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 103971 members 
Mstep: Class 3 contains 102279 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54330 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107565 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93597 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29844 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 41658 members 
Mstep: Class 23 contains 60034 members 
Mstep: Class 24 contains 62498 members 
Mstep: Class 25 contains 101869 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 88517.062500
Iteration 498Q: 27 clusters Score -1.378027e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 103977 members 
Mstep: Class 3 contains 102275 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54331 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107563 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93598 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29846 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10570 members 
Mstep: Class 22 contains 41656 members 
Mstep: Class 23 contains 60035 members 
Mstep: Class 24 contains 62498 members 
Mstep: Class 25 contains 101869 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802672.000000 Penalty: 88517.062500
Iteration 499Q: 27 clusters Score -1.378027e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 103979 members 
Mstep: Class 3 contains 102279 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 54332 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 107560 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 93596 members 
Mstep: Class 17 contains 19680 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 29847 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 10571 members 
Mstep: Class 22 contains 41654 members 
Mstep: Class 23 contains 60036 members 
Mstep: Class 24 contains 62497 members 
Mstep: Class 25 contains 101870 members 
Mstep: Class 26 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137802704.000000 Penalty: 88517.062500
Iteration 500F: 27 clusters Score -1.378027e+08 nChanged 28
Maximum iterations exceeded
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419346464.000000 Penalty: 95600.914062
24->27 Clusters: Score -419346464.000000, best is -419476160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 916055 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 37941 members 
Mstep: Class 3 contains 38074 members 
Mstep: Class 4 contains 38063 members 
Mstep: Class 5 contains 37954 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 38194 members 
Mstep: Class 8 contains 38246 members 
Mstep: Class 9 contains 38343 members 
Mstep: Class 10 contains 38234 members 
Mstep: Class 11 contains 38273 members 
Mstep: Class 12 contains 37770 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 38475 members 
Mstep: Class 15 contains 38107 members 
Mstep: Class 16 contains 38079 members 
Mstep: Class 17 contains 38056 members 
Mstep: Class 18 contains 38525 members 
Mstep: Class 19 contains 38009 members 
Mstep: Class 20 contains 38125 members 
Mstep: Class 21 contains 38643 members 
Mstep: Class 22 contains 38030 members 
Mstep: Class 23 contains 38250 members 
Mstep: Class 24 contains 38006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 385.571198 but Gain 3404.500000
Score: -132960104.000000 Penalty: 78303.554688
Iteration 0F: 24 clusters Score -1.329601e+08 nChanged 876954
Entering Unmasked Mstep 
Mstep: Class 0 contains 2447 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 51680 members 
Mstep: Class 3 contains 32814 members 
Mstep: Class 5 contains 23165 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 25759 members 
Mstep: Class 9 contains 24233 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 328983 members 
Mstep: Class 13 contains 47032 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 23757 members 
Mstep: Class 16 contains 17814 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 18883 members 
Mstep: Class 20 contains 67348 members 
Mstep: Class 21 contains 21992 members 
Mstep: Class 22 contains 121416 members 
Mstep: Class 23 contains 10553 members 
Mstep: Class 24 contains 14841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806352.000000 Penalty: 78303.554688
Iteration 1F: 24 clusters Score -1.358064e+08 nChanged 376437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1687 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 47117 members 
Mstep: Class 3 contains 23925 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 31201 members 
Mstep: Class 10 contains 7825 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 277510 members 
Mstep: Class 13 contains 47451 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 15 contains 20586 members 
Mstep: Class 16 contains 16415 members 
Mstep: Class 17 contains 4863 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 74530 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 229995 members 
Mstep: Class 23 contains 11800 members 
Mstep: Class 24 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136566752.000000 Penalty: 78303.554688
Iteration 2F: 24 clusters Score -1.365668e+08 nChanged 245399
Entering Unmasked Mstep 
Mstep: Class 0 contains 914 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 47697 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 27809 members 
Mstep: Class 8 contains 10273 members 
Mstep: Class 9 contains 49777 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 218399 members 
Mstep: Class 13 contains 49577 members 
Mstep: Class 14 contains 2008 members 
Mstep: Class 15 contains 23422 members 
Mstep: Class 16 contains 17212 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 11846 members 
Mstep: Class 20 contains 91062 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 267296 members 
Mstep: Class 23 contains 10725 members 
Mstep: Class 24 contains 16674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3161.336670 but Gain 3404.507812
Score: -136872160.000000 Penalty: 74899.046875
Iteration 3F: 23 clusters Score -1.368722e+08 nChanged 230215
Entering Unmasked Mstep 
Mstep: Class 0 contains 746 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 3 contains 23746 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 26920 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 63382 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 223939 members 
Mstep: Class 13 contains 52641 members 
Mstep: Class 14 contains 1358 members 
Mstep: Class 15 contains 30721 members 
Mstep: Class 16 contains 18664 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 12106 members 
Mstep: Class 20 contains 120815 members 
Mstep: Class 21 contains 4998 members 
Mstep: Class 22 contains 212252 members 
Mstep: Class 23 contains 12883 members 
Mstep: Class 24 contains 17789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2471.920410 but Gain 3404.500000
Score: -137112512.000000 Penalty: 71494.546875
Iteration 4F: 22 clusters Score -1.371125e+08 nChanged 158638
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 23104 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 24430 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 72972 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 183430 members 
Mstep: Class 13 contains 54645 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 34434 members 
Mstep: Class 16 contains 17064 members 
Mstep: Class 18 contains 17546 members 
Mstep: Class 19 contains 11811 members 
Mstep: Class 20 contains 150790 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 218332 members 
Mstep: Class 23 contains 13447 members 
Mstep: Class 24 contains 17891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2581.271240 but Gain 3404.500000
Score: -137210544.000000 Penalty: 68090.046875
Iteration 5F: 21 clusters Score -1.372105e+08 nChanged 140930
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 23330 members 
Mstep: Class 8 contains 5480 members 
Mstep: Class 9 contains 80626 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 152149 members 
Mstep: Class 13 contains 62262 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 38280 members 
Mstep: Class 16 contains 15928 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 162291 members 
Mstep: Class 22 contains 220952 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 17826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137289760.000000 Penalty: 68090.046875
Iteration 6F: 21 clusters Score -1.372898e+08 nChanged 102522
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 56425 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 23318 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 85190 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 136953 members 
Mstep: Class 13 contains 73918 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 41254 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 18 contains 20781 members 
Mstep: Class 19 contains 12234 members 
Mstep: Class 20 contains 155849 members 
Mstep: Class 22 contains 219945 members 
Mstep: Class 23 contains 12079 members 
Mstep: Class 24 contains 17679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137357632.000000 Penalty: 68090.046875
Iteration 7F: 21 clusters Score -1.373576e+08 nChanged 82851
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 62108 members 
Mstep: Class 3 contains 19921 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 23900 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 87151 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 128862 members 
Mstep: Class 13 contains 87429 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 43800 members 
Mstep: Class 16 contains 13251 members 
Mstep: Class 18 contains 21870 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 145836 members 
Mstep: Class 22 contains 215383 members 
Mstep: Class 23 contains 10992 members 
Mstep: Class 24 contains 17639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137418800.000000 Penalty: 68090.046875
Iteration 8F: 21 clusters Score -1.374188e+08 nChanged 71990
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 67554 members 
Mstep: Class 3 contains 18619 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 24797 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 87245 members 
Mstep: Class 11 contains 12104 members 
Mstep: Class 12 contains 123193 members 
Mstep: Class 13 contains 101803 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 45973 members 
Mstep: Class 16 contains 11876 members 
Mstep: Class 18 contains 22663 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 136615 members 
Mstep: Class 22 contains 208746 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 17757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3158.741699 but Gain 3404.503906
Score: -137468256.000000 Penalty: 64685.542969
Iteration 9F: 20 clusters Score -1.374683e+08 nChanged 68347
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 72735 members 
Mstep: Class 3 contains 17592 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 25823 members 
Mstep: Class 9 contains 87356 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 118693 members 
Mstep: Class 13 contains 117878 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 48004 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 18 contains 23502 members 
Mstep: Class 19 contains 13533 members 
Mstep: Class 20 contains 126693 members 
Mstep: Class 22 contains 201668 members 
Mstep: Class 23 contains 8677 members 
Mstep: Class 24 contains 18052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137507824.000000 Penalty: 64685.542969
Iteration 10F: 20 clusters Score -1.375078e+08 nChanged 66282
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 77270 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 26970 members 
Mstep: Class 9 contains 86662 members 
Mstep: Class 11 contains 16103 members 
Mstep: Class 12 contains 113162 members 
Mstep: Class 13 contains 138392 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 15 contains 50064 members 
Mstep: Class 16 contains 9825 members 
Mstep: Class 18 contains 23859 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 113867 members 
Mstep: Class 22 contains 192078 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 18474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137529008.000000 Penalty: 64685.542969
Iteration 11F: 20 clusters Score -1.37529e+08 nChanged 64313
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 82190 members 
Mstep: Class 3 contains 16346 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 28042 members 
Mstep: Class 9 contains 86521 members 
Mstep: Class 11 contains 17651 members 
Mstep: Class 12 contains 108551 members 
Mstep: Class 13 contains 152394 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 52332 members 
Mstep: Class 16 contains 9138 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 104060 members 
Mstep: Class 22 contains 183591 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 18965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137544224.000000 Penalty: 64685.542969
Iteration 12F: 20 clusters Score -1.375442e+08 nChanged 55157
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 87507 members 
Mstep: Class 3 contains 16169 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 28897 members 
Mstep: Class 9 contains 86264 members 
Mstep: Class 11 contains 19225 members 
Mstep: Class 12 contains 108195 members 
Mstep: Class 13 contains 151975 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 54825 members 
Mstep: Class 16 contains 8532 members 
Mstep: Class 18 contains 24546 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 101573 members 
Mstep: Class 22 contains 177213 members 
Mstep: Class 23 contains 5765 members 
Mstep: Class 24 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137555968.000000 Penalty: 64685.542969
Iteration 13F: 20 clusters Score -1.37556e+08 nChanged 45010
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 29438 members 
Mstep: Class 9 contains 85774 members 
Mstep: Class 11 contains 20754 members 
Mstep: Class 12 contains 109331 members 
Mstep: Class 13 contains 146712 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 57625 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 18 contains 24773 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 103645 members 
Mstep: Class 22 contains 169287 members 
Mstep: Class 23 contains 5227 members 
Mstep: Class 24 contains 19985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137568832.000000 Penalty: 64685.542969
Iteration 14Q: 20 clusters Score -1.375688e+08 nChanged 39106
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 99254 members 
Mstep: Class 3 contains 16007 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 29736 members 
Mstep: Class 9 contains 85199 members 
Mstep: Class 11 contains 22045 members 
Mstep: Class 12 contains 110192 members 
Mstep: Class 13 contains 140888 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 60616 members 
Mstep: Class 16 contains 7750 members 
Mstep: Class 18 contains 24936 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 107092 members 
Mstep: Class 22 contains 160538 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137579888.000000 Penalty: 64685.542969
Iteration 15Q: 20 clusters Score -1.375799e+08 nChanged 34902
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 105858 members 
Mstep: Class 3 contains 15842 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 29883 members 
Mstep: Class 9 contains 84765 members 
Mstep: Class 11 contains 23087 members 
Mstep: Class 12 contains 110137 members 
Mstep: Class 13 contains 135173 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 63664 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 18 contains 25013 members 
Mstep: Class 19 contains 16074 members 
Mstep: Class 20 contains 110381 members 
Mstep: Class 22 contains 152428 members 
Mstep: Class 23 contains 4611 members 
Mstep: Class 24 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137589536.000000 Penalty: 64685.542969
Iteration 16Q: 20 clusters Score -1.375895e+08 nChanged 32312
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 112403 members 
Mstep: Class 3 contains 15543 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 29955 members 
Mstep: Class 9 contains 84332 members 
Mstep: Class 11 contains 23851 members 
Mstep: Class 12 contains 109535 members 
Mstep: Class 13 contains 130078 members 
Mstep: Class 14 contains 1512 members 
Mstep: Class 15 contains 66975 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 18 contains 25080 members 
Mstep: Class 19 contains 16572 members 
Mstep: Class 20 contains 112954 members 
Mstep: Class 22 contains 145150 members 
Mstep: Class 23 contains 4401 members 
Mstep: Class 24 contains 21027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137594592.000000 Penalty: 64685.542969
Iteration 17Q: 20 clusters Score -1.375946e+08 nChanged 30856
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 117486 members 
Mstep: Class 3 contains 15247 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 29930 members 
Mstep: Class 9 contains 84093 members 
Mstep: Class 11 contains 24454 members 
Mstep: Class 12 contains 108617 members 
Mstep: Class 13 contains 126412 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 70576 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 18 contains 25098 members 
Mstep: Class 19 contains 17115 members 
Mstep: Class 20 contains 115086 members 
Mstep: Class 22 contains 138392 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 21135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137598752.000000 Penalty: 64685.542969
Iteration 18Q: 20 clusters Score -1.375988e+08 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 119364 members 
Mstep: Class 3 contains 14968 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 29946 members 
Mstep: Class 9 contains 83854 members 
Mstep: Class 11 contains 24962 members 
Mstep: Class 12 contains 108114 members 
Mstep: Class 13 contains 124546 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 74443 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 18 contains 25103 members 
Mstep: Class 19 contains 17696 members 
Mstep: Class 20 contains 116945 members 
Mstep: Class 22 contains 132444 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 21226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137605488.000000 Penalty: 64685.542969
Iteration 19Q: 20 clusters Score -1.376055e+08 nChanged 25034
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 118512 members 
Mstep: Class 3 contains 14686 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 29923 members 
Mstep: Class 9 contains 83489 members 
Mstep: Class 11 contains 25457 members 
Mstep: Class 12 contains 107974 members 
Mstep: Class 13 contains 123956 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 78536 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 18 contains 25148 members 
Mstep: Class 19 contains 18292 members 
Mstep: Class 20 contains 118582 members 
Mstep: Class 22 contains 127670 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 21300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137612496.000000 Penalty: 64685.542969
Iteration 20F: 20 clusters Score -1.376125e+08 nChanged 22389
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 116587 members 
Mstep: Class 3 contains 14423 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 9 contains 82898 members 
Mstep: Class 11 contains 25904 members 
Mstep: Class 12 contains 107971 members 
Mstep: Class 13 contains 123723 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 82946 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 18 contains 25193 members 
Mstep: Class 19 contains 19017 members 
Mstep: Class 20 contains 119633 members 
Mstep: Class 22 contains 123885 members 
Mstep: Class 23 contains 3880 members 
Mstep: Class 24 contains 21323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137620064.000000 Penalty: 64685.542969
Iteration 21Q: 20 clusters Score -1.376201e+08 nChanged 20966
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 114467 members 
Mstep: Class 3 contains 14194 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 29806 members 
Mstep: Class 9 contains 82119 members 
Mstep: Class 11 contains 26271 members 
Mstep: Class 12 contains 108031 members 
Mstep: Class 13 contains 123526 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 87644 members 
Mstep: Class 16 contains 9154 members 
Mstep: Class 18 contains 25240 members 
Mstep: Class 19 contains 19815 members 
Mstep: Class 20 contains 120068 members 
Mstep: Class 22 contains 120568 members 
Mstep: Class 23 contains 3751 members 
Mstep: Class 24 contains 21345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137627344.000000 Penalty: 64685.542969
Iteration 22Q: 20 clusters Score -1.376273e+08 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 112820 members 
Mstep: Class 3 contains 14070 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 29715 members 
Mstep: Class 9 contains 81231 members 
Mstep: Class 11 contains 26544 members 
Mstep: Class 12 contains 108030 members 
Mstep: Class 13 contains 123062 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 92678 members 
Mstep: Class 16 contains 9607 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 20619 members 
Mstep: Class 20 contains 119598 members 
Mstep: Class 22 contains 117750 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 21370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137634800.000000 Penalty: 64685.542969
Iteration 23Q: 20 clusters Score -1.376348e+08 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 111448 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 29610 members 
Mstep: Class 9 contains 80216 members 
Mstep: Class 11 contains 26743 members 
Mstep: Class 12 contains 107735 members 
Mstep: Class 13 contains 122241 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 98316 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 18 contains 25355 members 
Mstep: Class 19 contains 21498 members 
Mstep: Class 20 contains 118487 members 
Mstep: Class 22 contains 115530 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 21362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137641696.000000 Penalty: 64685.542969
Iteration 24Q: 20 clusters Score -1.376417e+08 nChanged 19448
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 110512 members 
Mstep: Class 3 contains 13696 members 
Mstep: Class 5 contains 4076 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 9 contains 79118 members 
Mstep: Class 11 contains 26893 members 
Mstep: Class 12 contains 107115 members 
Mstep: Class 13 contains 120951 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 104698 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 18 contains 25421 members 
Mstep: Class 19 contains 22396 members 
Mstep: Class 20 contains 116940 members 
Mstep: Class 22 contains 113590 members 
Mstep: Class 23 contains 3452 members 
Mstep: Class 24 contains 21353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137649360.000000 Penalty: 64685.542969
Iteration 25Q: 20 clusters Score -1.376494e+08 nChanged 19938
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 109708 members 
Mstep: Class 3 contains 13348 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 29188 members 
Mstep: Class 9 contains 77865 members 
Mstep: Class 11 contains 26995 members 
Mstep: Class 12 contains 106346 members 
Mstep: Class 13 contains 119407 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 111965 members 
Mstep: Class 16 contains 10738 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 23355 members 
Mstep: Class 20 contains 115097 members 
Mstep: Class 22 contains 111707 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 21304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137656192.000000 Penalty: 64685.542969
Iteration 26Q: 20 clusters Score -1.376562e+08 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 109011 members 
Mstep: Class 3 contains 12811 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 28913 members 
Mstep: Class 9 contains 76441 members 
Mstep: Class 11 contains 27038 members 
Mstep: Class 12 contains 105299 members 
Mstep: Class 13 contains 117430 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 120750 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 18 contains 25482 members 
Mstep: Class 19 contains 24375 members 
Mstep: Class 20 contains 113103 members 
Mstep: Class 22 contains 109568 members 
Mstep: Class 23 contains 3324 members 
Mstep: Class 24 contains 21277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137664480.000000 Penalty: 64685.542969
Iteration 27Q: 20 clusters Score -1.376645e+08 nChanged 23503
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 108466 members 
Mstep: Class 3 contains 12179 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 28612 members 
Mstep: Class 9 contains 74895 members 
Mstep: Class 11 contains 27038 members 
Mstep: Class 12 contains 104131 members 
Mstep: Class 13 contains 115275 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 130623 members 
Mstep: Class 16 contains 10861 members 
Mstep: Class 18 contains 25501 members 
Mstep: Class 19 contains 25460 members 
Mstep: Class 20 contains 111083 members 
Mstep: Class 22 contains 106936 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 21220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137670112.000000 Penalty: 64685.542969
Iteration 28Q: 20 clusters Score -1.376701e+08 nChanged 25660
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 107751 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 28297 members 
Mstep: Class 9 contains 73166 members 
Mstep: Class 11 contains 27074 members 
Mstep: Class 12 contains 102827 members 
Mstep: Class 13 contains 112873 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 141620 members 
Mstep: Class 16 contains 10715 members 
Mstep: Class 18 contains 25533 members 
Mstep: Class 19 contains 26700 members 
Mstep: Class 20 contains 109061 members 
Mstep: Class 22 contains 103926 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 21150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137677456.000000 Penalty: 64685.542969
Iteration 29Q: 20 clusters Score -1.376775e+08 nChanged 27473
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 107024 members 
Mstep: Class 3 contains 10755 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 27886 members 
Mstep: Class 9 contains 71416 members 
Mstep: Class 11 contains 27142 members 
Mstep: Class 12 contains 101256 members 
Mstep: Class 13 contains 110626 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 152958 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 18 contains 25557 members 
Mstep: Class 19 contains 28092 members 
Mstep: Class 20 contains 107324 members 
Mstep: Class 22 contains 100526 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 21074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137684784.000000 Penalty: 64685.542969
Iteration 30Q: 20 clusters Score -1.376848e+08 nChanged 28145
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 10104 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 27421 members 
Mstep: Class 9 contains 69755 members 
Mstep: Class 11 contains 27194 members 
Mstep: Class 12 contains 99534 members 
Mstep: Class 13 contains 108876 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 163538 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 18 contains 25538 members 
Mstep: Class 19 contains 29583 members 
Mstep: Class 20 contains 105770 members 
Mstep: Class 22 contains 97141 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 20991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137688128.000000 Penalty: 64685.542969
Iteration 31Q: 20 clusters Score -1.376881e+08 nChanged 27636
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 105711 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 26908 members 
Mstep: Class 9 contains 68138 members 
Mstep: Class 11 contains 27247 members 
Mstep: Class 12 contains 97768 members 
Mstep: Class 13 contains 107692 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 171675 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 18 contains 25473 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 104586 members 
Mstep: Class 22 contains 95069 members 
Mstep: Class 23 contains 2977 members 
Mstep: Class 24 contains 20934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137692672.000000 Penalty: 64685.542969
Iteration 32Q: 20 clusters Score -1.376927e+08 nChanged 25436
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 104982 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 26385 members 
Mstep: Class 9 contains 66659 members 
Mstep: Class 11 contains 27369 members 
Mstep: Class 12 contains 95712 members 
Mstep: Class 13 contains 106827 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 177337 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 18 contains 25421 members 
Mstep: Class 19 contains 32414 members 
Mstep: Class 20 contains 103945 members 
Mstep: Class 22 contains 94694 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 20849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137697376.000000 Penalty: 64685.542969
Iteration 33Q: 20 clusters Score -1.376974e+08 nChanged 22683
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 104335 members 
Mstep: Class 3 contains 9136 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 25891 members 
Mstep: Class 9 contains 65300 members 
Mstep: Class 11 contains 27509 members 
Mstep: Class 12 contains 93713 members 
Mstep: Class 13 contains 106279 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 181079 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 18 contains 25344 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 103855 members 
Mstep: Class 22 contains 95118 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 20707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137700848.000000 Penalty: 64685.542969
Iteration 34Q: 20 clusters Score -1.377008e+08 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 103776 members 
Mstep: Class 3 contains 9137 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 25386 members 
Mstep: Class 9 contains 64072 members 
Mstep: Class 11 contains 27698 members 
Mstep: Class 12 contains 92079 members 
Mstep: Class 13 contains 106140 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 182856 members 
Mstep: Class 16 contains 10217 members 
Mstep: Class 18 contains 25284 members 
Mstep: Class 19 contains 34463 members 
Mstep: Class 20 contains 104368 members 
Mstep: Class 22 contains 95722 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 20570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137702176.000000 Penalty: 64685.542969
Iteration 35Q: 20 clusters Score -1.377022e+08 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 103290 members 
Mstep: Class 3 contains 9235 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 24869 members 
Mstep: Class 9 contains 63287 members 
Mstep: Class 11 contains 27889 members 
Mstep: Class 12 contains 90622 members 
Mstep: Class 13 contains 106308 members 
Mstep: Class 14 contains 1903 members 
Mstep: Class 15 contains 183315 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 18 contains 25231 members 
Mstep: Class 19 contains 35305 members 
Mstep: Class 20 contains 105176 members 
Mstep: Class 22 contains 96238 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 20450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137702128.000000 Penalty: 64685.542969
Iteration 36Q: 20 clusters Score -1.377021e+08 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 102980 members 
Mstep: Class 3 contains 9420 members 
Mstep: Class 5 contains 5148 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 24327 members 
Mstep: Class 9 contains 62799 members 
Mstep: Class 11 contains 28099 members 
Mstep: Class 12 contains 89351 members 
Mstep: Class 13 contains 106584 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 182847 members 
Mstep: Class 16 contains 10838 members 
Mstep: Class 18 contains 25232 members 
Mstep: Class 19 contains 36077 members 
Mstep: Class 20 contains 105916 members 
Mstep: Class 22 contains 96773 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 20362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137702800.000000 Penalty: 64685.542969
Iteration 37Q: 20 clusters Score -1.377028e+08 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 102934 members 
Mstep: Class 3 contains 9669 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 23888 members 
Mstep: Class 9 contains 62501 members 
Mstep: Class 11 contains 28306 members 
Mstep: Class 12 contains 88148 members 
Mstep: Class 13 contains 106848 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 181780 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 18 contains 25205 members 
Mstep: Class 19 contains 36835 members 
Mstep: Class 20 contains 106715 members 
Mstep: Class 22 contains 97225 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 20258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137703120.000000 Penalty: 64685.542969
Iteration 38Q: 20 clusters Score -1.377031e+08 nChanged 11645
Entering ConstructFrom: 
Score: -137703120.000000 Penalty: 64685.542969
Entering ConstructFrom: 
Trying to split cluster 1 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -329574.062500 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -329574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -327200.218750 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -327200.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -332842.750000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -332842.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -336258.218750 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -336258.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -338627.312500 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -338627.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -340869.531250 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -340869.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -343265.687500 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -343265.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -344230.062500 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -344230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -344401.468750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -344401.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -344495.812500 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -344495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -344554.218750 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -344554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -344561.968750 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -344562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -344689.687500 Penalty: 3925.469238
	Iteration 11F: 3 clusters Score -344689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -344896.468750 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -344896.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -345093.593750 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -345093.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -345215.687500 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -345215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -345383.031250 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -345383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -345590.187500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -345590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346310.218750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -346310.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -348912.750000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -348912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -348956.531250 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -348956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -348975.937500 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -348975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -348991.937500 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -348991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -349036.031250 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -349036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -349077.781250 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -349077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -349142.750000 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -349142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -349266.156250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -349266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -349416.406250 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -349416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -349526.062500 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -349526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -349526.062500 Penalty: 3925.469238
	Iteration 28F: 3 clusters Score -349526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103018 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 5283 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 9 contains 62276 members 
Mstep: Class 11 contains 28518 members 
Mstep: Class 12 contains 86994 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 180472 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 37488 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 22 contains 97596 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 20167 members 
Entering Unmasked Estep 
Score: -137720400.000000 Penalty: 68090.046875
Splitting cluster 1 changes total score from -137703120.000000 to -137720400.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (103018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Entering Unmasked Estep 
Score: -15823442.000000 Penalty: 2862.579346
	Iteration 0F: 2 clusters Score -1.582344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -15758737.000000 Penalty: 5725.158691
	Iteration 0F: 3 clusters Score -1.575874e+07 nChanged 48757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -15786999.000000 Penalty: 5725.158691
	Iteration 1F: 3 clusters Score -1.5787e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -15788401.000000 Penalty: 5725.158691
	Iteration 2Q: 3 clusters Score -1.57884e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -15790815.000000 Penalty: 5725.158691
	Iteration 3F: 3 clusters Score -1.579082e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -15795000.000000 Penalty: 5725.158691
	Iteration 4F: 3 clusters Score -1.5795e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -15801323.000000 Penalty: 5725.158691
	Iteration 5F: 3 clusters Score -1.580132e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -15808721.000000 Penalty: 5725.158691
	Iteration 6F: 3 clusters Score -1.580872e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -15814813.000000 Penalty: 5725.158691
	Iteration 7F: 3 clusters Score -1.581481e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -15818447.000000 Penalty: 5725.158691
	Iteration 8Q: 3 clusters Score -1.581845e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -15820233.000000 Penalty: 5725.158691
	Iteration 9Q: 3 clusters Score -1.582023e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -15820947.000000 Penalty: 5725.158691
	Iteration 10Q: 3 clusters Score -1.582095e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -15821311.000000 Penalty: 5725.158691
	Iteration 11Q: 3 clusters Score -1.582131e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97936 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -15821519.000000 Penalty: 5725.158691
	Iteration 12Q: 3 clusters Score -1.582152e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -15821646.000000 Penalty: 5725.158691
	Iteration 13Q: 3 clusters Score -1.582165e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -15821754.000000 Penalty: 5725.158691
	Iteration 14Q: 3 clusters Score -1.582175e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -15821876.000000 Penalty: 5725.158691
	Iteration 15Q: 3 clusters Score -1.582188e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -15821968.000000 Penalty: 5725.158691
	Iteration 16Q: 3 clusters Score -1.582197e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -15822002.000000 Penalty: 5725.158691
	Iteration 17Q: 3 clusters Score -1.5822e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -15822003.000000 Penalty: 5725.158691
	Iteration 18Q: 3 clusters Score -1.5822e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -15822053.000000 Penalty: 5725.158691
	Iteration 19Q: 3 clusters Score -1.582205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -15822063.000000 Penalty: 5725.158691
	Iteration 20F: 3 clusters Score -1.582206e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -15822052.000000 Penalty: 5725.158691
	Iteration 21Q: 3 clusters Score -1.582205e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -15822045.000000 Penalty: 5725.158691
	Iteration 22Q: 3 clusters Score -1.582204e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -15822016.000000 Penalty: 5725.158691
	Iteration 23Q: 3 clusters Score -1.582202e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -15822062.000000 Penalty: 5725.158691
	Iteration 24Q: 3 clusters Score -1.582206e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15822105.000000 Penalty: 5725.158691
	Iteration 25Q: 3 clusters Score -1.58221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15822090.000000 Penalty: 5725.158691
	Iteration 26Q: 3 clusters Score -1.582209e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -15822065.000000 Penalty: 5725.158691
	Iteration 27Q: 3 clusters Score -1.582206e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15822080.000000 Penalty: 5725.158691
	Iteration 28Q: 3 clusters Score -1.582208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15822073.000000 Penalty: 5725.158691
	Iteration 29Q: 3 clusters Score -1.582207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15822074.000000 Penalty: 5725.158691
	Iteration 30Q: 3 clusters Score -1.582207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -15822066.000000 Penalty: 5725.158691
	Iteration 31Q: 3 clusters Score -1.582207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15822044.000000 Penalty: 5725.158691
	Iteration 32Q: 3 clusters Score -1.582204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15822035.000000 Penalty: 5725.158691
	Iteration 33Q: 3 clusters Score -1.582204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15822032.000000 Penalty: 5725.158691
	Iteration 34Q: 3 clusters Score -1.582203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15822035.000000 Penalty: 5725.158691
	Iteration 35Q: 3 clusters Score -1.582204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15822043.000000 Penalty: 5725.158691
	Iteration 36Q: 3 clusters Score -1.582204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15822041.000000 Penalty: 5725.158691
	Iteration 37Q: 3 clusters Score -1.582204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -15822030.000000 Penalty: 5725.158691
	Iteration 38Q: 3 clusters Score -1.582203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15822038.000000 Penalty: 5725.158691
	Iteration 39Q: 3 clusters Score -1.582204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15822055.000000 Penalty: 5725.158691
	Iteration 40F: 3 clusters Score -1.582206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15822056.000000 Penalty: 5725.158691
	Iteration 41Q: 3 clusters Score -1.582206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15822054.000000 Penalty: 5725.158691
	Iteration 42Q: 3 clusters Score -1.582205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15822050.000000 Penalty: 5725.158691
	Iteration 43Q: 3 clusters Score -1.582205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -15822044.000000 Penalty: 5725.158691
	Iteration 44Q: 3 clusters Score -1.582204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15822043.000000 Penalty: 5725.158691
	Iteration 45Q: 3 clusters Score -1.582204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15822035.000000 Penalty: 5725.158691
	Iteration 46Q: 3 clusters Score -1.582204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15822036.000000 Penalty: 5725.158691
	Iteration 47Q: 3 clusters Score -1.582204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15822028.000000 Penalty: 5725.158691
	Iteration 48Q: 3 clusters Score -1.582203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15822021.000000 Penalty: 5725.158691
	Iteration 49Q: 3 clusters Score -1.582202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15822028.000000 Penalty: 5725.158691
	Iteration 50Q: 3 clusters Score -1.582203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15822024.000000 Penalty: 5725.158691
	Iteration 51Q: 3 clusters Score -1.582202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15822025.000000 Penalty: 5725.158691
	Iteration 52Q: 3 clusters Score -1.582202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15822022.000000 Penalty: 5725.158691
	Iteration 53Q: 3 clusters Score -1.582202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15822016.000000 Penalty: 5725.158691
	Iteration 54Q: 3 clusters Score -1.582202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15822016.000000 Penalty: 5725.158691
	Iteration 55F: 3 clusters Score -1.582202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Entering Unmasked Estep 
Score: -1525573.625000 Penalty: 2282.996094
	Iteration 0F: 2 clusters Score -1525574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1518027.500000 Penalty: 4565.992188
	Iteration 0F: 3 clusters Score -1518028 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1520260.000000 Penalty: 4565.992188
	Iteration 1F: 3 clusters Score -1520260 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1520552.125000 Penalty: 4565.992188
	Iteration 2F: 3 clusters Score -1520552 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1520754.750000 Penalty: 4565.992188
	Iteration 3Q: 3 clusters Score -1520755 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1520905.500000 Penalty: 4565.992188
	Iteration 4Q: 3 clusters Score -1520906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1521050.375000 Penalty: 4565.992188
	Iteration 5Q: 3 clusters Score -1521050 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1521211.125000 Penalty: 4565.992188
	Iteration 6Q: 3 clusters Score -1521211 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1521359.625000 Penalty: 4565.992188
	Iteration 7Q: 3 clusters Score -1521360 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1521542.125000 Penalty: 4565.992188
	Iteration 8Q: 3 clusters Score -1521542 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1521723.875000 Penalty: 4565.992188
	Iteration 9Q: 3 clusters Score -1521724 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1521933.625000 Penalty: 4565.992188
	Iteration 10Q: 3 clusters Score -1521934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1522179.750000 Penalty: 4565.992188
	Iteration 11Q: 3 clusters Score -1522180 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1522400.750000 Penalty: 4565.992188
	Iteration 12Q: 3 clusters Score -1522401 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1522611.875000 Penalty: 4565.992188
	Iteration 13Q: 3 clusters Score -1522612 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1522820.625000 Penalty: 4565.992188
	Iteration 14Q: 3 clusters Score -1522821 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1523000.625000 Penalty: 4565.992188
	Iteration 15Q: 3 clusters Score -1523001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1523124.750000 Penalty: 4565.992188
	Iteration 16Q: 3 clusters Score -1523125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1523220.875000 Penalty: 4565.992188
	Iteration 17Q: 3 clusters Score -1523221 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1523298.750000 Penalty: 4565.992188
	Iteration 18Q: 3 clusters Score -1523299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1523351.750000 Penalty: 4565.992188
	Iteration 19Q: 3 clusters Score -1523352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1523414.750000 Penalty: 4565.992188
	Iteration 20F: 3 clusters Score -1523415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1523463.500000 Penalty: 4565.992188
	Iteration 21Q: 3 clusters Score -1523464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1523493.750000 Penalty: 4565.992188
	Iteration 22Q: 3 clusters Score -1523494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1523517.375000 Penalty: 4565.992188
	Iteration 23Q: 3 clusters Score -1523517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1523535.250000 Penalty: 4565.992188
	Iteration 24Q: 3 clusters Score -1523535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1523543.125000 Penalty: 4565.992188
	Iteration 25Q: 3 clusters Score -1523543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1523553.500000 Penalty: 4565.992188
	Iteration 26Q: 3 clusters Score -1523554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1523555.875000 Penalty: 4565.992188
	Iteration 27Q: 3 clusters Score -1523556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1523566.625000 Penalty: 4565.992188
	Iteration 28Q: 3 clusters Score -1523567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1523571.125000 Penalty: 4565.992188
	Iteration 29Q: 3 clusters Score -1523571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1523573.250000 Penalty: 4565.992188
	Iteration 30Q: 3 clusters Score -1523573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1523574.625000 Penalty: 4565.992188
	Iteration 31Q: 3 clusters Score -1523575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1523574.875000 Penalty: 4565.992188
	Iteration 32Q: 3 clusters Score -1523575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1523577.625000 Penalty: 4565.992188
	Iteration 33Q: 3 clusters Score -1523578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1523581.125000 Penalty: 4565.992188
	Iteration 34Q: 3 clusters Score -1523581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1523583.125000 Penalty: 4565.992188
	Iteration 35Q: 3 clusters Score -1523583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1523583.125000 Penalty: 4565.992188
	Iteration 36F: 3 clusters Score -1523583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Entering Unmasked Estep 
Score: -810643.437500 Penalty: 2125.917969
	Iteration 0F: 2 clusters Score -810643.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -805919.875000 Penalty: 4251.835938
	Iteration 0F: 3 clusters Score -805919.9 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -807111.437500 Penalty: 4251.835938
	Iteration 1F: 3 clusters Score -807111.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -807450.062500 Penalty: 4251.835938
	Iteration 2F: 3 clusters Score -807450.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -807705.937500 Penalty: 4251.835938
	Iteration 3F: 3 clusters Score -807705.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -807982.875000 Penalty: 4251.835938
	Iteration 4F: 3 clusters Score -807982.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -808301.687500 Penalty: 4251.835938
	Iteration 5F: 3 clusters Score -808301.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -808682.687500 Penalty: 4251.835938
	Iteration 6F: 3 clusters Score -808682.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -809140.875000 Penalty: 4251.835938
	Iteration 7F: 3 clusters Score -809140.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -809669.250000 Penalty: 4251.835938
	Iteration 8F: 3 clusters Score -809669.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -810056.312500 Penalty: 4251.835938
	Iteration 9Q: 3 clusters Score -810056.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -810385.562500 Penalty: 4251.835938
	Iteration 10Q: 3 clusters Score -810385.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -810570.187500 Penalty: 4251.835938
	Iteration 11Q: 3 clusters Score -810570.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -810621.000000 Penalty: 4251.835938
	Iteration 12Q: 3 clusters Score -810621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -810637.187500 Penalty: 4251.835938
	Iteration 13Q: 3 clusters Score -810637.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -810640.937500 Penalty: 4251.835938
	Iteration 14Q: 3 clusters Score -810640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -810642.437500 Penalty: 4251.835938
	Iteration 15Q: 3 clusters Score -810642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -810642.937500 Penalty: 4251.835938
	Iteration 16Q: 3 clusters Score -810642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -810644.312500 Penalty: 4251.835938
	Iteration 17Q: 3 clusters Score -810644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -810644.500000 Penalty: 4251.835938
	Iteration 18Q: 3 clusters Score -810644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -810644.500000 Penalty: 4251.835938
	Iteration 19F: 3 clusters Score -810644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103018 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 62276 members 
Mstep: Class 11 contains 28518 members 
Mstep: Class 12 contains 86994 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 180472 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 37488 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 22 contains 97596 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 20167 members 
Entering Unmasked Estep 
Score: -137719024.000000 Penalty: 71494.546875
Splitting cluster 5 changes total score from -137703120.000000 to -137719024.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -331606.312500 Penalty: 1915.772339
	Iteration 0F: 2 clusters Score -331606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -328877.281250 Penalty: 3831.544678
	Iteration 0F: 3 clusters Score -328877.3 nChanged 736
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: -329465.625000 Penalty: 3831.544678
	Iteration 1F: 3 clusters Score -329465.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -329639.343750 Penalty: 3831.544678
	Iteration 2F: 3 clusters Score -329639.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -329762.250000 Penalty: 3831.544678
	Iteration 3F: 3 clusters Score -329762.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329848.656250 Penalty: 3831.544678
	Iteration 4Q: 3 clusters Score -329848.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -329907.125000 Penalty: 3831.544678
	Iteration 5Q: 3 clusters Score -329907.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -329944.843750 Penalty: 3831.544678
	Iteration 6Q: 3 clusters Score -329944.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329975.281250 Penalty: 3831.544678
	Iteration 7Q: 3 clusters Score -329975.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -330004.625000 Penalty: 3831.544678
	Iteration 8Q: 3 clusters Score -330004.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -330032.843750 Penalty: 3831.544678
	Iteration 9Q: 3 clusters Score -330032.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330047.125000 Penalty: 3831.544678
	Iteration 10Q: 3 clusters Score -330047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330058.687500 Penalty: 3831.544678
	Iteration 11Q: 3 clusters Score -330058.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -330066.218750 Penalty: 3831.544678
	Iteration 12Q: 3 clusters Score -330066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330072.218750 Penalty: 3831.544678
	Iteration 13Q: 3 clusters Score -330072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330073.500000 Penalty: 3831.544678
	Iteration 14Q: 3 clusters Score -330073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -330077.875000 Penalty: 3831.544678
	Iteration 15Q: 3 clusters Score -330077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330082.000000 Penalty: 3831.544678
	Iteration 16Q: 3 clusters Score -330082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -330084.531250 Penalty: 3831.544678
	Iteration 17Q: 3 clusters Score -330084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330087.875000 Penalty: 3831.544678
	Iteration 18Q: 3 clusters Score -330087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330088.812500 Penalty: 3831.544678
	Iteration 19Q: 3 clusters Score -330088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330090.250000 Penalty: 3831.544678
	Iteration 20F: 3 clusters Score -330090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330093.656250 Penalty: 3831.544678
	Iteration 21Q: 3 clusters Score -330093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330098.125000 Penalty: 3831.544678
	Iteration 22Q: 3 clusters Score -330098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330101.375000 Penalty: 3831.544678
	Iteration 23Q: 3 clusters Score -330101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330104.281250 Penalty: 3831.544678
	Iteration 24Q: 3 clusters Score -330104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330106.156250 Penalty: 3831.544678
	Iteration 25Q: 3 clusters Score -330106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330106.437500 Penalty: 3831.544678
	Iteration 26Q: 3 clusters Score -330106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330107.281250 Penalty: 3831.544678
	Iteration 27Q: 3 clusters Score -330107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330107.437500 Penalty: 3831.544678
	Iteration 28Q: 3 clusters Score -330107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330107.437500 Penalty: 3831.544678
	Iteration 29F: 3 clusters Score -330107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Entering Unmasked Estep 
Score: -3304661.500000 Penalty: 2496.027588
	Iteration 0F: 2 clusters Score -3304662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3288341.500000 Penalty: 4992.055176
	Iteration 0F: 3 clusters Score -3288342 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3293982.750000 Penalty: 4992.055176
	Iteration 1F: 3 clusters Score -3293983 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3294640.250000 Penalty: 4992.055176
	Iteration 2F: 3 clusters Score -3294640 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3295369.000000 Penalty: 4992.055176
	Iteration 3F: 3 clusters Score -3295369 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3296212.000000 Penalty: 4992.055176
	Iteration 4F: 3 clusters Score -3296212 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3297167.250000 Penalty: 4992.055176
	Iteration 5F: 3 clusters Score -3297167 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3298081.500000 Penalty: 4992.055176
	Iteration 6F: 3 clusters Score -3298082 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3298952.250000 Penalty: 4992.055176
	Iteration 7F: 3 clusters Score -3298952 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3299761.000000 Penalty: 4992.055176
	Iteration 8F: 3 clusters Score -3299761 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3300463.000000 Penalty: 4992.055176
	Iteration 9Q: 3 clusters Score -3300463 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3301102.750000 Penalty: 4992.055176
	Iteration 10Q: 3 clusters Score -3301103 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3301678.750000 Penalty: 4992.055176
	Iteration 11Q: 3 clusters Score -3301679 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3302181.250000 Penalty: 4992.055176
	Iteration 12Q: 3 clusters Score -3302181 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3302525.250000 Penalty: 4992.055176
	Iteration 13Q: 3 clusters Score -3302525 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3302779.500000 Penalty: 4992.055176
	Iteration 14Q: 3 clusters Score -3302780 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3302960.500000 Penalty: 4992.055176
	Iteration 15Q: 3 clusters Score -3302960 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3303083.750000 Penalty: 4992.055176
	Iteration 16Q: 3 clusters Score -3303084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3303179.750000 Penalty: 4992.055176
	Iteration 17Q: 3 clusters Score -3303180 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3303244.750000 Penalty: 4992.055176
	Iteration 18Q: 3 clusters Score -3303245 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3303318.250000 Penalty: 4992.055176
	Iteration 19Q: 3 clusters Score -3303318 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3303364.000000 Penalty: 4992.055176
	Iteration 20F: 3 clusters Score -3303364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3303397.500000 Penalty: 4992.055176
	Iteration 21Q: 3 clusters Score -3303398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3303445.500000 Penalty: 4992.055176
	Iteration 22Q: 3 clusters Score -3303446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3303472.000000 Penalty: 4992.055176
	Iteration 23Q: 3 clusters Score -3303472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3303494.250000 Penalty: 4992.055176
	Iteration 24Q: 3 clusters Score -3303494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3303517.500000 Penalty: 4992.055176
	Iteration 25Q: 3 clusters Score -3303518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3303535.500000 Penalty: 4992.055176
	Iteration 26Q: 3 clusters Score -3303536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3303548.000000 Penalty: 4992.055176
	Iteration 27Q: 3 clusters Score -3303548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3303559.750000 Penalty: 4992.055176
	Iteration 28Q: 3 clusters Score -3303560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3303588.000000 Penalty: 4992.055176
	Iteration 29Q: 3 clusters Score -3303588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3303595.250000 Penalty: 4992.055176
	Iteration 30Q: 3 clusters Score -3303595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3303602.750000 Penalty: 4992.055176
	Iteration 31Q: 3 clusters Score -3303603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3303615.750000 Penalty: 4992.055176
	Iteration 32Q: 3 clusters Score -3303616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3303637.500000 Penalty: 4992.055176
	Iteration 33Q: 3 clusters Score -3303638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3303640.750000 Penalty: 4992.055176
	Iteration 34Q: 3 clusters Score -3303641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3303660.750000 Penalty: 4992.055176
	Iteration 35Q: 3 clusters Score -3303661 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3303661.000000 Penalty: 4992.055176
	Iteration 36Q: 3 clusters Score -3303661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3303675.250000 Penalty: 4992.055176
	Iteration 37Q: 3 clusters Score -3303675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3303689.750000 Penalty: 4992.055176
	Iteration 38Q: 3 clusters Score -3303690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3303701.750000 Penalty: 4992.055176
	Iteration 39Q: 3 clusters Score -3303702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3303700.500000 Penalty: 4992.055176
	Iteration 40F: 3 clusters Score -3303700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3303706.500000 Penalty: 4992.055176
	Iteration 41Q: 3 clusters Score -3303706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3303715.000000 Penalty: 4992.055176
	Iteration 42Q: 3 clusters Score -3303715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3303719.750000 Penalty: 4992.055176
	Iteration 43Q: 3 clusters Score -3303720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3303725.750000 Penalty: 4992.055176
	Iteration 44Q: 3 clusters Score -3303726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3303734.000000 Penalty: 4992.055176
	Iteration 45Q: 3 clusters Score -3303734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3303736.000000 Penalty: 4992.055176
	Iteration 46Q: 3 clusters Score -3303736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3303749.750000 Penalty: 4992.055176
	Iteration 47Q: 3 clusters Score -3303750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3303754.750000 Penalty: 4992.055176
	Iteration 48Q: 3 clusters Score -3303755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3303753.250000 Penalty: 4992.055176
	Iteration 49Q: 3 clusters Score -3303753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3303753.250000 Penalty: 4992.055176
	Iteration 50Q: 3 clusters Score -3303753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3303751.250000 Penalty: 4992.055176
	Iteration 51Q: 3 clusters Score -3303751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3303751.000000 Penalty: 4992.055176
	Iteration 52Q: 3 clusters Score -3303751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3303753.250000 Penalty: 4992.055176
	Iteration 53Q: 3 clusters Score -3303753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3303759.500000 Penalty: 4992.055176
	Iteration 54Q: 3 clusters Score -3303760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3303763.250000 Penalty: 4992.055176
	Iteration 55Q: 3 clusters Score -3303763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3303766.000000 Penalty: 4992.055176
	Iteration 56Q: 3 clusters Score -3303766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3303765.500000 Penalty: 4992.055176
	Iteration 57Q: 3 clusters Score -3303766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3303783.250000 Penalty: 4992.055176
	Iteration 58Q: 3 clusters Score -3303783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3303782.500000 Penalty: 4992.055176
	Iteration 59Q: 3 clusters Score -3303782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3303792.250000 Penalty: 4992.055176
	Iteration 60F: 3 clusters Score -3303792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3303791.000000 Penalty: 4992.055176
	Iteration 61Q: 3 clusters Score -3303791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3303790.000000 Penalty: 4992.055176
	Iteration 62Q: 3 clusters Score -3303790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3303791.250000 Penalty: 4992.055176
	Iteration 63Q: 3 clusters Score -3303791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3303799.250000 Penalty: 4992.055176
	Iteration 64Q: 3 clusters Score -3303799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3303806.250000 Penalty: 4992.055176
	Iteration 65Q: 3 clusters Score -3303806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3303813.000000 Penalty: 4992.055176
	Iteration 66Q: 3 clusters Score -3303813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3303814.000000 Penalty: 4992.055176
	Iteration 67Q: 3 clusters Score -3303814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3303827.750000 Penalty: 4992.055176
	Iteration 68Q: 3 clusters Score -3303828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3303826.750000 Penalty: 4992.055176
	Iteration 69Q: 3 clusters Score -3303827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3303831.750000 Penalty: 4992.055176
	Iteration 70Q: 3 clusters Score -3303832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3303824.500000 Penalty: 4992.055176
	Iteration 71Q: 3 clusters Score -3303824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3303822.750000 Penalty: 4992.055176
	Iteration 72Q: 3 clusters Score -3303823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3303816.250000 Penalty: 4992.055176
	Iteration 73Q: 3 clusters Score -3303816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3303818.250000 Penalty: 4992.055176
	Iteration 74Q: 3 clusters Score -3303818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3303830.000000 Penalty: 4992.055176
	Iteration 75Q: 3 clusters Score -3303830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3303822.750000 Penalty: 4992.055176
	Iteration 76Q: 3 clusters Score -3303823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3303829.250000 Penalty: 4992.055176
	Iteration 77Q: 3 clusters Score -3303829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3303826.500000 Penalty: 4992.055176
	Iteration 78Q: 3 clusters Score -3303826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3303821.750000 Penalty: 4992.055176
	Iteration 79Q: 3 clusters Score -3303822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3303825.000000 Penalty: 4992.055176
	Iteration 80F: 3 clusters Score -3303825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3303827.250000 Penalty: 4992.055176
	Iteration 81Q: 3 clusters Score -3303827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3303828.750000 Penalty: 4992.055176
	Iteration 82Q: 3 clusters Score -3303829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3303834.750000 Penalty: 4992.055176
	Iteration 83Q: 3 clusters Score -3303835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3303828.500000 Penalty: 4992.055176
	Iteration 84Q: 3 clusters Score -3303828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3303830.750000 Penalty: 4992.055176
	Iteration 85Q: 3 clusters Score -3303831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3303830.500000 Penalty: 4992.055176
	Iteration 86Q: 3 clusters Score -3303830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3303830.500000 Penalty: 4992.055176
	Iteration 87F: 3 clusters Score -3303830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Entering Unmasked Estep 
Score: -9372062.000000 Penalty: 2737.754150
	Iteration 0F: 2 clusters Score -9372062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -9330219.000000 Penalty: 5475.508301
	Iteration 0F: 3 clusters Score -9330219 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -9346511.000000 Penalty: 5475.508301
	Iteration 1F: 3 clusters Score -9346511 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -9347150.000000 Penalty: 5475.508301
	Iteration 2Q: 3 clusters Score -9347150 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -9348012.000000 Penalty: 5475.508301
	Iteration 3Q: 3 clusters Score -9348012 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9349363.000000 Penalty: 5475.508301
	Iteration 4Q: 3 clusters Score -9349363 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -9351298.000000 Penalty: 5475.508301
	Iteration 5F: 3 clusters Score -9351298 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -9354048.000000 Penalty: 5475.508301
	Iteration 6F: 3 clusters Score -9354048 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -9357484.000000 Penalty: 5475.508301
	Iteration 7F: 3 clusters Score -9357484 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -9361304.000000 Penalty: 5475.508301
	Iteration 8F: 3 clusters Score -9361304 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -9364680.000000 Penalty: 5475.508301
	Iteration 9F: 3 clusters Score -9364680 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9367224.000000 Penalty: 5475.508301
	Iteration 10Q: 3 clusters Score -9367224 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9368782.000000 Penalty: 5475.508301
	Iteration 11Q: 3 clusters Score -9368782 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9369436.000000 Penalty: 5475.508301
	Iteration 12Q: 3 clusters Score -9369436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9369807.000000 Penalty: 5475.508301
	Iteration 13Q: 3 clusters Score -9369807 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9370028.000000 Penalty: 5475.508301
	Iteration 14Q: 3 clusters Score -9370028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9370234.000000 Penalty: 5475.508301
	Iteration 15Q: 3 clusters Score -9370234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9370466.000000 Penalty: 5475.508301
	Iteration 16Q: 3 clusters Score -9370466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9370613.000000 Penalty: 5475.508301
	Iteration 17Q: 3 clusters Score -9370613 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9370707.000000 Penalty: 5475.508301
	Iteration 18Q: 3 clusters Score -9370707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9370755.000000 Penalty: 5475.508301
	Iteration 19Q: 3 clusters Score -9370755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9370799.000000 Penalty: 5475.508301
	Iteration 20F: 3 clusters Score -9370799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9370836.000000 Penalty: 5475.508301
	Iteration 21Q: 3 clusters Score -9370836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9370877.000000 Penalty: 5475.508301
	Iteration 22Q: 3 clusters Score -9370877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9370869.000000 Penalty: 5475.508301
	Iteration 23Q: 3 clusters Score -9370869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9370882.000000 Penalty: 5475.508301
	Iteration 24Q: 3 clusters Score -9370882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9370895.000000 Penalty: 5475.508301
	Iteration 25Q: 3 clusters Score -9370895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9370901.000000 Penalty: 5475.508301
	Iteration 26Q: 3 clusters Score -9370901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9370906.000000 Penalty: 5475.508301
	Iteration 27Q: 3 clusters Score -9370906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9370903.000000 Penalty: 5475.508301
	Iteration 28Q: 3 clusters Score -9370903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9370918.000000 Penalty: 5475.508301
	Iteration 29Q: 3 clusters Score -9370918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9370917.000000 Penalty: 5475.508301
	Iteration 30Q: 3 clusters Score -9370917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9370938.000000 Penalty: 5475.508301
	Iteration 31Q: 3 clusters Score -9370938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9370951.000000 Penalty: 5475.508301
	Iteration 32Q: 3 clusters Score -9370951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9370946.000000 Penalty: 5475.508301
	Iteration 33Q: 3 clusters Score -9370946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9370947.000000 Penalty: 5475.508301
	Iteration 34Q: 3 clusters Score -9370947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9370946.000000 Penalty: 5475.508301
	Iteration 35Q: 3 clusters Score -9370946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9370947.000000 Penalty: 5475.508301
	Iteration 36Q: 3 clusters Score -9370947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9370949.000000 Penalty: 5475.508301
	Iteration 37Q: 3 clusters Score -9370949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9370949.000000 Penalty: 5475.508301
	Iteration 38Q: 3 clusters Score -9370949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9370956.000000 Penalty: 5475.508301
	Iteration 39Q: 3 clusters Score -9370956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9370953.000000 Penalty: 5475.508301
	Iteration 40F: 3 clusters Score -9370953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9370954.000000 Penalty: 5475.508301
	Iteration 41Q: 3 clusters Score -9370954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9370953.000000 Penalty: 5475.508301
	Iteration 42Q: 3 clusters Score -9370953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9370949.000000 Penalty: 5475.508301
	Iteration 43Q: 3 clusters Score -9370949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9370949.000000 Penalty: 5475.508301
	Iteration 44Q: 3 clusters Score -9370949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9370955.000000 Penalty: 5475.508301
	Iteration 45Q: 3 clusters Score -9370955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9370947.000000 Penalty: 5475.508301
	Iteration 46Q: 3 clusters Score -9370947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9370953.000000 Penalty: 5475.508301
	Iteration 47Q: 3 clusters Score -9370953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9370949.000000 Penalty: 5475.508301
	Iteration 48Q: 3 clusters Score -9370949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9370954.000000 Penalty: 5475.508301
	Iteration 49Q: 3 clusters Score -9370954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9370946.000000 Penalty: 5475.508301
	Iteration 50Q: 3 clusters Score -9370946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9370946.000000 Penalty: 5475.508301
	Iteration 51F: 3 clusters Score -9370946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Entering Unmasked Estep 
Score: -4397071.000000 Penalty: 2544.055908
	Iteration 0F: 2 clusters Score -4397071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4377461.500000 Penalty: 5088.111816
	Iteration 0F: 3 clusters Score -4377462 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4384189.000000 Penalty: 5088.111816
	Iteration 1F: 3 clusters Score -4384189 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4384629.000000 Penalty: 5088.111816
	Iteration 2Q: 3 clusters Score -4384629 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4385046.500000 Penalty: 5088.111816
	Iteration 3Q: 3 clusters Score -4385046 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4385435.000000 Penalty: 5088.111816
	Iteration 4Q: 3 clusters Score -4385435 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4385862.500000 Penalty: 5088.111816
	Iteration 5Q: 3 clusters Score -4385862 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4386440.500000 Penalty: 5088.111816
	Iteration 6Q: 3 clusters Score -4386440 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4387209.500000 Penalty: 5088.111816
	Iteration 7Q: 3 clusters Score -4387210 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4388192.000000 Penalty: 5088.111816
	Iteration 8F: 3 clusters Score -4388192 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4389487.000000 Penalty: 5088.111816
	Iteration 9F: 3 clusters Score -4389487 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4390901.000000 Penalty: 5088.111816
	Iteration 10F: 3 clusters Score -4390901 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4392277.500000 Penalty: 5088.111816
	Iteration 11F: 3 clusters Score -4392278 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -4393362.500000 Penalty: 5088.111816
	Iteration 12Q: 3 clusters Score -4393362 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4393999.000000 Penalty: 5088.111816
	Iteration 13Q: 3 clusters Score -4393999 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4394376.000000 Penalty: 5088.111816
	Iteration 14Q: 3 clusters Score -4394376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4394567.500000 Penalty: 5088.111816
	Iteration 15Q: 3 clusters Score -4394568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4394672.000000 Penalty: 5088.111816
	Iteration 16Q: 3 clusters Score -4394672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4394731.000000 Penalty: 5088.111816
	Iteration 17Q: 3 clusters Score -4394731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4394762.500000 Penalty: 5088.111816
	Iteration 18Q: 3 clusters Score -4394762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4394803.000000 Penalty: 5088.111816
	Iteration 19Q: 3 clusters Score -4394803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4394816.500000 Penalty: 5088.111816
	Iteration 20F: 3 clusters Score -4394816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4394825.000000 Penalty: 5088.111816
	Iteration 21Q: 3 clusters Score -4394825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4394828.500000 Penalty: 5088.111816
	Iteration 22Q: 3 clusters Score -4394828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -4394833.000000 Penalty: 5088.111816
	Iteration 23Q: 3 clusters Score -4394833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4394835.500000 Penalty: 5088.111816
	Iteration 24Q: 3 clusters Score -4394836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4394835.500000 Penalty: 5088.111816
	Iteration 25F: 3 clusters Score -4394836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Entering Unmasked Estep 
Score: -13523740.000000 Penalty: 2820.651367
	Iteration 0F: 2 clusters Score -1.352374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -13466234.000000 Penalty: 5641.302734
	Iteration 0F: 3 clusters Score -1.346623e+07 nChanged 40914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -13489713.000000 Penalty: 5641.302734
	Iteration 1F: 3 clusters Score -1.348971e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -13490466.000000 Penalty: 5641.302734
	Iteration 2Q: 3 clusters Score -1.349047e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -13491489.000000 Penalty: 5641.302734
	Iteration 3Q: 3 clusters Score -1.349149e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -13492725.000000 Penalty: 5641.302734
	Iteration 4Q: 3 clusters Score -1.349272e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -13494574.000000 Penalty: 5641.302734
	Iteration 5Q: 3 clusters Score -1.349457e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -13497066.000000 Penalty: 5641.302734
	Iteration 6F: 3 clusters Score -1.349707e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -13500777.000000 Penalty: 5641.302734
	Iteration 7F: 3 clusters Score -1.350078e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -13505550.000000 Penalty: 5641.302734
	Iteration 8F: 3 clusters Score -1.350555e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -13510748.000000 Penalty: 5641.302734
	Iteration 9F: 3 clusters Score -1.351075e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -13515307.000000 Penalty: 5641.302734
	Iteration 10F: 3 clusters Score -1.351531e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -13518275.000000 Penalty: 5641.302734
	Iteration 11Q: 3 clusters Score -1.351828e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13519861.000000 Penalty: 5641.302734
	Iteration 12Q: 3 clusters Score -1.351986e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13520674.000000 Penalty: 5641.302734
	Iteration 13Q: 3 clusters Score -1.352067e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13520974.000000 Penalty: 5641.302734
	Iteration 14Q: 3 clusters Score -1.352097e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13521121.000000 Penalty: 5641.302734
	Iteration 15Q: 3 clusters Score -1.352112e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13521211.000000 Penalty: 5641.302734
	Iteration 16Q: 3 clusters Score -1.352121e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13521281.000000 Penalty: 5641.302734
	Iteration 17Q: 3 clusters Score -1.352128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13521308.000000 Penalty: 5641.302734
	Iteration 18Q: 3 clusters Score -1.352131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13521337.000000 Penalty: 5641.302734
	Iteration 19Q: 3 clusters Score -1.352134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13521358.000000 Penalty: 5641.302734
	Iteration 20F: 3 clusters Score -1.352136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13521367.000000 Penalty: 5641.302734
	Iteration 21Q: 3 clusters Score -1.352137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13521377.000000 Penalty: 5641.302734
	Iteration 22Q: 3 clusters Score -1.352138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13521391.000000 Penalty: 5641.302734
	Iteration 23Q: 3 clusters Score -1.352139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13521394.000000 Penalty: 5641.302734
	Iteration 24Q: 3 clusters Score -1.352139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13521404.000000 Penalty: 5641.302734
	Iteration 25Q: 3 clusters Score -1.35214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13521413.000000 Penalty: 5641.302734
	Iteration 26Q: 3 clusters Score -1.352141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13521412.000000 Penalty: 5641.302734
	Iteration 27Q: 3 clusters Score -1.352141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13521426.000000 Penalty: 5641.302734
	Iteration 28Q: 3 clusters Score -1.352143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13521426.000000 Penalty: 5641.302734
	Iteration 29F: 3 clusters Score -1.352143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Entering Unmasked Estep 
Score: -16516768.000000 Penalty: 2872.681396
	Iteration 0F: 2 clusters Score -1.651677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -16449652.000000 Penalty: 5745.362793
	Iteration 0F: 3 clusters Score -1.644965e+07 nChanged 50935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -16478791.000000 Penalty: 5745.362793
	Iteration 1F: 3 clusters Score -1.647879e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -16479530.000000 Penalty: 5745.362793
	Iteration 2Q: 3 clusters Score -1.647953e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -16480278.000000 Penalty: 5745.362793
	Iteration 3Q: 3 clusters Score -1.648028e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -16481108.000000 Penalty: 5745.362793
	Iteration 4Q: 3 clusters Score -1.648111e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -16482360.000000 Penalty: 5745.362793
	Iteration 5Q: 3 clusters Score -1.648236e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -16484184.000000 Penalty: 5745.362793
	Iteration 6Q: 3 clusters Score -1.648418e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -16487228.000000 Penalty: 5745.362793
	Iteration 7F: 3 clusters Score -1.648723e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -16491476.000000 Penalty: 5745.362793
	Iteration 8F: 3 clusters Score -1.649148e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -16496592.000000 Penalty: 5745.362793
	Iteration 9F: 3 clusters Score -1.649659e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -16502458.000000 Penalty: 5745.362793
	Iteration 10F: 3 clusters Score -1.650246e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -16507889.000000 Penalty: 5745.362793
	Iteration 11F: 3 clusters Score -1.650789e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -16511247.000000 Penalty: 5745.362793
	Iteration 12Q: 3 clusters Score -1.651125e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -16513112.000000 Penalty: 5745.362793
	Iteration 13Q: 3 clusters Score -1.651311e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 104576 members 
Entering Unmasked Estep 
Score: -16513834.000000 Penalty: 5745.362793
	Iteration 14Q: 3 clusters Score -1.651383e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -16514100.000000 Penalty: 5745.362793
	Iteration 15Q: 3 clusters Score -1.65141e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -16514262.000000 Penalty: 5745.362793
	Iteration 16Q: 3 clusters Score -1.651426e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -16514392.000000 Penalty: 5745.362793
	Iteration 17Q: 3 clusters Score -1.651439e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -16514443.000000 Penalty: 5745.362793
	Iteration 18Q: 3 clusters Score -1.651444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -16514471.000000 Penalty: 5745.362793
	Iteration 19Q: 3 clusters Score -1.651447e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -16514491.000000 Penalty: 5745.362793
	Iteration 20F: 3 clusters Score -1.651449e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -16514495.000000 Penalty: 5745.362793
	Iteration 21Q: 3 clusters Score -1.65145e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -16514515.000000 Penalty: 5745.362793
	Iteration 22Q: 3 clusters Score -1.651452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -16514519.000000 Penalty: 5745.362793
	Iteration 23Q: 3 clusters Score -1.651452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -16514542.000000 Penalty: 5745.362793
	Iteration 24Q: 3 clusters Score -1.651454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -16514550.000000 Penalty: 5745.362793
	Iteration 25Q: 3 clusters Score -1.651455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -16514562.000000 Penalty: 5745.362793
	Iteration 26Q: 3 clusters Score -1.651456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -16514572.000000 Penalty: 5745.362793
	Iteration 27Q: 3 clusters Score -1.651457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -16514569.000000 Penalty: 5745.362793
	Iteration 28Q: 3 clusters Score -1.651457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -16514574.000000 Penalty: 5745.362793
	Iteration 29Q: 3 clusters Score -1.651457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -16514572.000000 Penalty: 5745.362793
	Iteration 30Q: 3 clusters Score -1.651457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -16514565.000000 Penalty: 5745.362793
	Iteration 31Q: 3 clusters Score -1.651456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -16514560.000000 Penalty: 5745.362793
	Iteration 32Q: 3 clusters Score -1.651456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -16514576.000000 Penalty: 5745.362793
	Iteration 33Q: 3 clusters Score -1.651458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -16514579.000000 Penalty: 5745.362793
	Iteration 34Q: 3 clusters Score -1.651458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -16514599.000000 Penalty: 5745.362793
	Iteration 35Q: 3 clusters Score -1.65146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -16514612.000000 Penalty: 5745.362793
	Iteration 36Q: 3 clusters Score -1.651461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -16514599.000000 Penalty: 5745.362793
	Iteration 37Q: 3 clusters Score -1.65146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -16514598.000000 Penalty: 5745.362793
	Iteration 38Q: 3 clusters Score -1.65146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -16514592.000000 Penalty: 5745.362793
	Iteration 39Q: 3 clusters Score -1.651459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -16514592.000000 Penalty: 5745.362793
	Iteration 40F: 3 clusters Score -1.651459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -270042.531250 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -270042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267524.125000 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -267524.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268155.906250 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -268155.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -268457.531250 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -268457.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268712.562500 Penalty: 3748.506348
	Iteration 3F: 3 clusters Score -268712.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -268964.531250 Penalty: 3748.506348
	Iteration 4F: 3 clusters Score -268964.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -269129.687500 Penalty: 3748.506348
	Iteration 5F: 3 clusters Score -269129.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -269280.000000 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -269280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -269381.031250 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -269381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -269434.031250 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -269434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -269484.437500 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -269484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -269533.000000 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -269533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -269578.718750 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -269578.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -269618.406250 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -269618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -269647.781250 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -269647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -269666.750000 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -269666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -269673.593750 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -269673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -269689.281250 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -269689.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -269700.625000 Penalty: 3748.506348
	Iteration 17Q: 3 clusters Score -269700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -269711.968750 Penalty: 3748.506348
	Iteration 18Q: 3 clusters Score -269712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -269722.281250 Penalty: 3748.506348
	Iteration 19Q: 3 clusters Score -269722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -269748.062500 Penalty: 3748.506348
	Iteration 20F: 3 clusters Score -269748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -269765.656250 Penalty: 3748.506348
	Iteration 21Q: 3 clusters Score -269765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -269776.843750 Penalty: 3748.506348
	Iteration 22Q: 3 clusters Score -269776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -269788.812500 Penalty: 3748.506348
	Iteration 23Q: 3 clusters Score -269788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -269792.343750 Penalty: 3748.506348
	Iteration 24Q: 3 clusters Score -269792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -269797.750000 Penalty: 3748.506348
	Iteration 25Q: 3 clusters Score -269797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -269801.281250 Penalty: 3748.506348
	Iteration 26Q: 3 clusters Score -269801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -269804.218750 Penalty: 3748.506348
	Iteration 27Q: 3 clusters Score -269804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -269804.218750 Penalty: 3748.506348
	Iteration 28F: 3 clusters Score -269804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180472 members 
Entering Unmasked Estep 
Score: -27664540.000000 Penalty: 3001.625977
	Iteration 0F: 2 clusters Score -2.766454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -27565664.000000 Penalty: 6003.251953
	Iteration 0F: 3 clusters Score -2.756566e+07 nChanged 87042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -27617484.000000 Penalty: 6003.251953
	Iteration 1F: 3 clusters Score -2.761748e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -27618634.000000 Penalty: 6003.251953
	Iteration 2Q: 3 clusters Score -2.761863e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -27620088.000000 Penalty: 6003.251953
	Iteration 3Q: 3 clusters Score -2.762009e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -27622176.000000 Penalty: 6003.251953
	Iteration 4Q: 3 clusters Score -2.762218e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -27624496.000000 Penalty: 6003.251953
	Iteration 5Q: 3 clusters Score -2.76245e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -27627050.000000 Penalty: 6003.251953
	Iteration 6F: 3 clusters Score -2.762705e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -27630014.000000 Penalty: 6003.251953
	Iteration 7F: 3 clusters Score -2.763001e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -27634260.000000 Penalty: 6003.251953
	Iteration 8F: 3 clusters Score -2.763426e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -27640038.000000 Penalty: 6003.251953
	Iteration 9F: 3 clusters Score -2.764004e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -27645900.000000 Penalty: 6003.251953
	Iteration 10F: 3 clusters Score -2.76459e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114339 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -27649588.000000 Penalty: 6003.251953
	Iteration 11Q: 3 clusters Score -2.764959e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -27651140.000000 Penalty: 6003.251953
	Iteration 12Q: 3 clusters Score -2.765114e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -27651908.000000 Penalty: 6003.251953
	Iteration 13Q: 3 clusters Score -2.765191e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -27652428.000000 Penalty: 6003.251953
	Iteration 14Q: 3 clusters Score -2.765243e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -27652840.000000 Penalty: 6003.251953
	Iteration 15Q: 3 clusters Score -2.765284e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -27653182.000000 Penalty: 6003.251953
	Iteration 16Q: 3 clusters Score -2.765318e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -27653454.000000 Penalty: 6003.251953
	Iteration 17Q: 3 clusters Score -2.765345e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -27653514.000000 Penalty: 6003.251953
	Iteration 18Q: 3 clusters Score -2.765351e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -27653638.000000 Penalty: 6003.251953
	Iteration 19Q: 3 clusters Score -2.765364e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -27653808.000000 Penalty: 6003.251953
	Iteration 20F: 3 clusters Score -2.765381e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -27653978.000000 Penalty: 6003.251953
	Iteration 21Q: 3 clusters Score -2.765398e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -27654064.000000 Penalty: 6003.251953
	Iteration 22Q: 3 clusters Score -2.765406e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -27654214.000000 Penalty: 6003.251953
	Iteration 23Q: 3 clusters Score -2.765421e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -27654238.000000 Penalty: 6003.251953
	Iteration 24Q: 3 clusters Score -2.765424e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -27654378.000000 Penalty: 6003.251953
	Iteration 25Q: 3 clusters Score -2.765438e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -27654530.000000 Penalty: 6003.251953
	Iteration 26Q: 3 clusters Score -2.765453e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -27654636.000000 Penalty: 6003.251953
	Iteration 27Q: 3 clusters Score -2.765464e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -27654668.000000 Penalty: 6003.251953
	Iteration 28Q: 3 clusters Score -2.765467e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -27654704.000000 Penalty: 6003.251953
	Iteration 29Q: 3 clusters Score -2.76547e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -27654800.000000 Penalty: 6003.251953
	Iteration 30Q: 3 clusters Score -2.76548e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -27654918.000000 Penalty: 6003.251953
	Iteration 31Q: 3 clusters Score -2.765492e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -27655116.000000 Penalty: 6003.251953
	Iteration 32Q: 3 clusters Score -2.765512e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -27655156.000000 Penalty: 6003.251953
	Iteration 33Q: 3 clusters Score -2.765516e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -27655326.000000 Penalty: 6003.251953
	Iteration 34Q: 3 clusters Score -2.765533e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -27655398.000000 Penalty: 6003.251953
	Iteration 35Q: 3 clusters Score -2.76554e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -27655456.000000 Penalty: 6003.251953
	Iteration 36Q: 3 clusters Score -2.765546e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -27655598.000000 Penalty: 6003.251953
	Iteration 37Q: 3 clusters Score -2.76556e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -27655702.000000 Penalty: 6003.251953
	Iteration 38Q: 3 clusters Score -2.76557e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -27655918.000000 Penalty: 6003.251953
	Iteration 39Q: 3 clusters Score -2.765592e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -27656132.000000 Penalty: 6003.251953
	Iteration 40F: 3 clusters Score -2.765613e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -27656200.000000 Penalty: 6003.251953
	Iteration 41Q: 3 clusters Score -2.76562e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -27656138.000000 Penalty: 6003.251953
	Iteration 42Q: 3 clusters Score -2.765614e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -27656086.000000 Penalty: 6003.251953
	Iteration 43Q: 3 clusters Score -2.765609e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -27656152.000000 Penalty: 6003.251953
	Iteration 44Q: 3 clusters Score -2.765615e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -27656120.000000 Penalty: 6003.251953
	Iteration 45Q: 3 clusters Score -2.765612e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -27655680.000000 Penalty: 6003.251953
	Iteration 46Q: 3 clusters Score -2.765568e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -27655276.000000 Penalty: 6003.251953
	Iteration 47Q: 3 clusters Score -2.765528e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -27654664.000000 Penalty: 6003.251953
	Iteration 48Q: 3 clusters Score -2.765466e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -27653936.000000 Penalty: 6003.251953
	Iteration 49Q: 3 clusters Score -2.765394e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -27653132.000000 Penalty: 6003.251953
	Iteration 50Q: 3 clusters Score -2.765313e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -27652236.000000 Penalty: 6003.251953
	Iteration 51Q: 3 clusters Score -2.765224e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 134449 members 
Entering Unmasked Estep 
Score: -27651314.000000 Penalty: 6003.251953
	Iteration 52Q: 3 clusters Score -2.765131e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -27650598.000000 Penalty: 6003.251953
	Iteration 53Q: 3 clusters Score -2.76506e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -27650202.000000 Penalty: 6003.251953
	Iteration 54Q: 3 clusters Score -2.76502e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -27649960.000000 Penalty: 6003.251953
	Iteration 55Q: 3 clusters Score -2.764996e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -27649962.000000 Penalty: 6003.251953
	Iteration 56Q: 3 clusters Score -2.764996e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -27650122.000000 Penalty: 6003.251953
	Iteration 57Q: 3 clusters Score -2.765012e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -27650132.000000 Penalty: 6003.251953
	Iteration 58Q: 3 clusters Score -2.765013e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -27650298.000000 Penalty: 6003.251953
	Iteration 59Q: 3 clusters Score -2.76503e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -27651192.000000 Penalty: 6003.251953
	Iteration 60F: 3 clusters Score -2.765119e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 162485 members 
Entering Unmasked Estep 
Score: -27651518.000000 Penalty: 6003.251953
	Iteration 61Q: 3 clusters Score -2.765152e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -27651912.000000 Penalty: 6003.251953
	Iteration 62Q: 3 clusters Score -2.765191e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -27652070.000000 Penalty: 6003.251953
	Iteration 63Q: 3 clusters Score -2.765207e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -27652510.000000 Penalty: 6003.251953
	Iteration 64Q: 3 clusters Score -2.765251e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -27653208.000000 Penalty: 6003.251953
	Iteration 65Q: 3 clusters Score -2.765321e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -27653618.000000 Penalty: 6003.251953
	Iteration 66Q: 3 clusters Score -2.765362e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -27654452.000000 Penalty: 6003.251953
	Iteration 67Q: 3 clusters Score -2.765445e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -27655176.000000 Penalty: 6003.251953
	Iteration 68Q: 3 clusters Score -2.765518e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 172283 members 
Entering Unmasked Estep 
Score: -27655828.000000 Penalty: 6003.251953
	Iteration 69Q: 3 clusters Score -2.765583e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -27656352.000000 Penalty: 6003.251953
	Iteration 70Q: 3 clusters Score -2.765635e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -27656848.000000 Penalty: 6003.251953
	Iteration 71Q: 3 clusters Score -2.765685e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -27657354.000000 Penalty: 6003.251953
	Iteration 72Q: 3 clusters Score -2.765735e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -27657786.000000 Penalty: 6003.251953
	Iteration 73Q: 3 clusters Score -2.765779e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -27658108.000000 Penalty: 6003.251953
	Iteration 74Q: 3 clusters Score -2.765811e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -27658348.000000 Penalty: 6003.251953
	Iteration 75Q: 3 clusters Score -2.765835e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -27658634.000000 Penalty: 6003.251953
	Iteration 76Q: 3 clusters Score -2.765863e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 176131 members 
Entering Unmasked Estep 
Score: -27658844.000000 Penalty: 6003.251953
	Iteration 77Q: 3 clusters Score -2.765884e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 176387 members 
Entering Unmasked Estep 
Score: -27659020.000000 Penalty: 6003.251953
	Iteration 78Q: 3 clusters Score -2.765902e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -27659104.000000 Penalty: 6003.251953
	Iteration 79Q: 3 clusters Score -2.76591e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -27659226.000000 Penalty: 6003.251953
	Iteration 80F: 3 clusters Score -2.765923e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -27659334.000000 Penalty: 6003.251953
	Iteration 81Q: 3 clusters Score -2.765933e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -27659508.000000 Penalty: 6003.251953
	Iteration 82Q: 3 clusters Score -2.765951e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 177151 members 
Entering Unmasked Estep 
Score: -27659592.000000 Penalty: 6003.251953
	Iteration 83Q: 3 clusters Score -2.765959e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -27659690.000000 Penalty: 6003.251953
	Iteration 84Q: 3 clusters Score -2.765969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 177341 members 
Entering Unmasked Estep 
Score: -27659770.000000 Penalty: 6003.251953
	Iteration 85Q: 3 clusters Score -2.765977e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -27659810.000000 Penalty: 6003.251953
	Iteration 86Q: 3 clusters Score -2.765981e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -27659888.000000 Penalty: 6003.251953
	Iteration 87Q: 3 clusters Score -2.765989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -27659974.000000 Penalty: 6003.251953
	Iteration 88Q: 3 clusters Score -2.765997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -27660036.000000 Penalty: 6003.251953
	Iteration 89Q: 3 clusters Score -2.766004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -27660004.000000 Penalty: 6003.251953
	Iteration 90Q: 3 clusters Score -2.766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -27660020.000000 Penalty: 6003.251953
	Iteration 91Q: 3 clusters Score -2.766002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -27660036.000000 Penalty: 6003.251953
	Iteration 92Q: 3 clusters Score -2.766004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -27660058.000000 Penalty: 6003.251953
	Iteration 93Q: 3 clusters Score -2.766006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -27660060.000000 Penalty: 6003.251953
	Iteration 94Q: 3 clusters Score -2.766006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -27660082.000000 Penalty: 6003.251953
	Iteration 95Q: 3 clusters Score -2.766008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -27660098.000000 Penalty: 6003.251953
	Iteration 96Q: 3 clusters Score -2.76601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -27660154.000000 Penalty: 6003.251953
	Iteration 97Q: 3 clusters Score -2.766015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 177846 members 
Entering Unmasked Estep 
Score: -27660166.000000 Penalty: 6003.251953
	Iteration 98Q: 3 clusters Score -2.766017e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -27660208.000000 Penalty: 6003.251953
	Iteration 99Q: 3 clusters Score -2.766021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 177892 members 
Entering Unmasked Estep 
Score: -27660218.000000 Penalty: 6003.251953
	Iteration 100F: 3 clusters Score -2.766022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -27660258.000000 Penalty: 6003.251953
	Iteration 101Q: 3 clusters Score -2.766026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -27660250.000000 Penalty: 6003.251953
	Iteration 102Q: 3 clusters Score -2.766025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 177929 members 
Entering Unmasked Estep 
Score: -27660274.000000 Penalty: 6003.251953
	Iteration 103Q: 3 clusters Score -2.766027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 177942 members 
Entering Unmasked Estep 
Score: -27660306.000000 Penalty: 6003.251953
	Iteration 104Q: 3 clusters Score -2.766031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 177947 members 
Entering Unmasked Estep 
Score: -27660306.000000 Penalty: 6003.251953
	Iteration 105Q: 3 clusters Score -2.766031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -27660304.000000 Penalty: 6003.251953
	Iteration 106Q: 3 clusters Score -2.76603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 177955 members 
Entering Unmasked Estep 
Score: -27660270.000000 Penalty: 6003.251953
	Iteration 107Q: 3 clusters Score -2.766027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -27660274.000000 Penalty: 6003.251953
	Iteration 108Q: 3 clusters Score -2.766027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 177961 members 
Entering Unmasked Estep 
Score: -27660296.000000 Penalty: 6003.251953
	Iteration 109Q: 3 clusters Score -2.76603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 177963 members 
Entering Unmasked Estep 
Score: -27660284.000000 Penalty: 6003.251953
	Iteration 110Q: 3 clusters Score -2.766028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 177963 members 
Entering Unmasked Estep 
Score: -27660284.000000 Penalty: 6003.251953
	Iteration 111F: 3 clusters Score -2.766028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Entering Unmasked Estep 
Score: -1801237.750000 Penalty: 2319.514648
	Iteration 0F: 2 clusters Score -1801238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1792510.250000 Penalty: 4639.029297
	Iteration 0F: 3 clusters Score -1792510 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1795151.875000 Penalty: 4639.029297
	Iteration 1F: 3 clusters Score -1795152 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1795438.625000 Penalty: 4639.029297
	Iteration 2F: 3 clusters Score -1795439 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1795645.875000 Penalty: 4639.029297
	Iteration 3Q: 3 clusters Score -1795646 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1795830.750000 Penalty: 4639.029297
	Iteration 4Q: 3 clusters Score -1795831 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1796016.750000 Penalty: 4639.029297
	Iteration 5Q: 3 clusters Score -1796017 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1796255.000000 Penalty: 4639.029297
	Iteration 6Q: 3 clusters Score -1796255 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1796543.000000 Penalty: 4639.029297
	Iteration 7Q: 3 clusters Score -1796543 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1796852.000000 Penalty: 4639.029297
	Iteration 8Q: 3 clusters Score -1796852 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1797226.500000 Penalty: 4639.029297
	Iteration 9Q: 3 clusters Score -1797226 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1797645.375000 Penalty: 4639.029297
	Iteration 10Q: 3 clusters Score -1797645 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1798069.875000 Penalty: 4639.029297
	Iteration 11Q: 3 clusters Score -1798070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1798423.000000 Penalty: 4639.029297
	Iteration 12Q: 3 clusters Score -1798423 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1798672.000000 Penalty: 4639.029297
	Iteration 13Q: 3 clusters Score -1798672 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1798848.625000 Penalty: 4639.029297
	Iteration 14Q: 3 clusters Score -1798849 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1798950.500000 Penalty: 4639.029297
	Iteration 15Q: 3 clusters Score -1798950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1799025.500000 Penalty: 4639.029297
	Iteration 16Q: 3 clusters Score -1799026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1799079.000000 Penalty: 4639.029297
	Iteration 17Q: 3 clusters Score -1799079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1799113.125000 Penalty: 4639.029297
	Iteration 18Q: 3 clusters Score -1799113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1799135.125000 Penalty: 4639.029297
	Iteration 19Q: 3 clusters Score -1799135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1799139.500000 Penalty: 4639.029297
	Iteration 20F: 3 clusters Score -1799140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1799154.875000 Penalty: 4639.029297
	Iteration 21Q: 3 clusters Score -1799155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1799159.750000 Penalty: 4639.029297
	Iteration 22Q: 3 clusters Score -1799160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1799171.000000 Penalty: 4639.029297
	Iteration 23Q: 3 clusters Score -1799171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1799177.500000 Penalty: 4639.029297
	Iteration 24Q: 3 clusters Score -1799178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1799188.250000 Penalty: 4639.029297
	Iteration 25Q: 3 clusters Score -1799188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1799200.250000 Penalty: 4639.029297
	Iteration 26Q: 3 clusters Score -1799200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1799202.875000 Penalty: 4639.029297
	Iteration 27Q: 3 clusters Score -1799203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1799203.375000 Penalty: 4639.029297
	Iteration 28Q: 3 clusters Score -1799203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1799203.375000 Penalty: 4639.029297
	Iteration 29F: 3 clusters Score -1799203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Entering Unmasked Estep 
Score: -3765747.750000 Penalty: 2513.065430
	Iteration 0F: 2 clusters Score -3765748 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 12606 members 
Entering Unmasked Estep 
Score: -3748259.000000 Penalty: 5026.130859
	Iteration 0F: 3 clusters Score -3748259 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3754574.750000 Penalty: 5026.130859
	Iteration 1F: 3 clusters Score -3754575 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3755241.500000 Penalty: 5026.130859
	Iteration 2F: 3 clusters Score -3755242 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3755966.000000 Penalty: 5026.130859
	Iteration 3F: 3 clusters Score -3755966 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3756673.500000 Penalty: 5026.130859
	Iteration 4F: 3 clusters Score -3756674 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3757300.500000 Penalty: 5026.130859
	Iteration 5F: 3 clusters Score -3757300 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3757861.750000 Penalty: 5026.130859
	Iteration 6Q: 3 clusters Score -3757862 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3758440.500000 Penalty: 5026.130859
	Iteration 7Q: 3 clusters Score -3758440 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3759061.000000 Penalty: 5026.130859
	Iteration 8Q: 3 clusters Score -3759061 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3759659.750000 Penalty: 5026.130859
	Iteration 9Q: 3 clusters Score -3759660 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3760335.750000 Penalty: 5026.130859
	Iteration 10Q: 3 clusters Score -3760336 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3760933.750000 Penalty: 5026.130859
	Iteration 11Q: 3 clusters Score -3760934 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3761416.500000 Penalty: 5026.130859
	Iteration 12Q: 3 clusters Score -3761416 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3761696.000000 Penalty: 5026.130859
	Iteration 13Q: 3 clusters Score -3761696 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3761911.000000 Penalty: 5026.130859
	Iteration 14Q: 3 clusters Score -3761911 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3762085.500000 Penalty: 5026.130859
	Iteration 15Q: 3 clusters Score -3762086 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3762261.500000 Penalty: 5026.130859
	Iteration 16Q: 3 clusters Score -3762262 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3762404.250000 Penalty: 5026.130859
	Iteration 17Q: 3 clusters Score -3762404 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3762553.250000 Penalty: 5026.130859
	Iteration 18Q: 3 clusters Score -3762553 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3762689.000000 Penalty: 5026.130859
	Iteration 19Q: 3 clusters Score -3762689 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3762792.500000 Penalty: 5026.130859
	Iteration 20F: 3 clusters Score -3762792 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3762911.250000 Penalty: 5026.130859
	Iteration 21Q: 3 clusters Score -3762911 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3763013.750000 Penalty: 5026.130859
	Iteration 22Q: 3 clusters Score -3763014 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3763106.750000 Penalty: 5026.130859
	Iteration 23Q: 3 clusters Score -3763107 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3763179.500000 Penalty: 5026.130859
	Iteration 24Q: 3 clusters Score -3763180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3763276.250000 Penalty: 5026.130859
	Iteration 25Q: 3 clusters Score -3763276 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3763360.000000 Penalty: 5026.130859
	Iteration 26Q: 3 clusters Score -3763360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3763407.000000 Penalty: 5026.130859
	Iteration 27Q: 3 clusters Score -3763407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3763496.750000 Penalty: 5026.130859
	Iteration 28Q: 3 clusters Score -3763497 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3763565.000000 Penalty: 5026.130859
	Iteration 29Q: 3 clusters Score -3763565 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3763649.500000 Penalty: 5026.130859
	Iteration 30Q: 3 clusters Score -3763650 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3763728.250000 Penalty: 5026.130859
	Iteration 31Q: 3 clusters Score -3763728 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3763843.500000 Penalty: 5026.130859
	Iteration 32Q: 3 clusters Score -3763844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3763937.750000 Penalty: 5026.130859
	Iteration 33Q: 3 clusters Score -3763938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3764015.250000 Penalty: 5026.130859
	Iteration 34Q: 3 clusters Score -3764015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3764067.250000 Penalty: 5026.130859
	Iteration 35Q: 3 clusters Score -3764067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3764145.500000 Penalty: 5026.130859
	Iteration 36Q: 3 clusters Score -3764146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3764205.750000 Penalty: 5026.130859
	Iteration 37Q: 3 clusters Score -3764206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3764254.000000 Penalty: 5026.130859
	Iteration 38Q: 3 clusters Score -3764254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3764306.250000 Penalty: 5026.130859
	Iteration 39Q: 3 clusters Score -3764306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3764341.500000 Penalty: 5026.130859
	Iteration 40F: 3 clusters Score -3764342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3764370.000000 Penalty: 5026.130859
	Iteration 41Q: 3 clusters Score -3764370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3764397.250000 Penalty: 5026.130859
	Iteration 42Q: 3 clusters Score -3764397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3764430.750000 Penalty: 5026.130859
	Iteration 43Q: 3 clusters Score -3764431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3764454.750000 Penalty: 5026.130859
	Iteration 44Q: 3 clusters Score -3764455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3764481.750000 Penalty: 5026.130859
	Iteration 45Q: 3 clusters Score -3764482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3764498.250000 Penalty: 5026.130859
	Iteration 46Q: 3 clusters Score -3764498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3764513.750000 Penalty: 5026.130859
	Iteration 47Q: 3 clusters Score -3764514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3764529.000000 Penalty: 5026.130859
	Iteration 48Q: 3 clusters Score -3764529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3764530.250000 Penalty: 5026.130859
	Iteration 49Q: 3 clusters Score -3764530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3764533.250000 Penalty: 5026.130859
	Iteration 50Q: 3 clusters Score -3764533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3764538.250000 Penalty: 5026.130859
	Iteration 51Q: 3 clusters Score -3764538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3764545.000000 Penalty: 5026.130859
	Iteration 52Q: 3 clusters Score -3764545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3764548.000000 Penalty: 5026.130859
	Iteration 53Q: 3 clusters Score -3764548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3764549.000000 Penalty: 5026.130859
	Iteration 54Q: 3 clusters Score -3764549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3764550.000000 Penalty: 5026.130859
	Iteration 55Q: 3 clusters Score -3764550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3764548.250000 Penalty: 5026.130859
	Iteration 56Q: 3 clusters Score -3764548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3764548.750000 Penalty: 5026.130859
	Iteration 57Q: 3 clusters Score -3764549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3764547.000000 Penalty: 5026.130859
	Iteration 58Q: 3 clusters Score -3764547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3764546.750000 Penalty: 5026.130859
	Iteration 59Q: 3 clusters Score -3764547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3764550.000000 Penalty: 5026.130859
	Iteration 60F: 3 clusters Score -3764550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3764549.000000 Penalty: 5026.130859
	Iteration 61Q: 3 clusters Score -3764549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3764552.750000 Penalty: 5026.130859
	Iteration 62Q: 3 clusters Score -3764553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3764555.250000 Penalty: 5026.130859
	Iteration 63Q: 3 clusters Score -3764555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3764561.500000 Penalty: 5026.130859
	Iteration 64Q: 3 clusters Score -3764562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3764561.750000 Penalty: 5026.130859
	Iteration 65Q: 3 clusters Score -3764562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3764564.500000 Penalty: 5026.130859
	Iteration 66Q: 3 clusters Score -3764564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3764562.000000 Penalty: 5026.130859
	Iteration 67Q: 3 clusters Score -3764562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3764560.250000 Penalty: 5026.130859
	Iteration 68Q: 3 clusters Score -3764560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3764560.250000 Penalty: 5026.130859
	Iteration 69F: 3 clusters Score -3764560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Entering Unmasked Estep 
Score: -5622245.000000 Penalty: 2611.880615
	Iteration 0F: 2 clusters Score -5622245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5596493.500000 Penalty: 5223.761230
	Iteration 0F: 3 clusters Score -5596494 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5605951.000000 Penalty: 5223.761230
	Iteration 1F: 3 clusters Score -5605951 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5606652.500000 Penalty: 5223.761230
	Iteration 2Q: 3 clusters Score -5606652 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5607464.500000 Penalty: 5223.761230
	Iteration 3F: 3 clusters Score -5607464 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -5608597.500000 Penalty: 5223.761230
	Iteration 4F: 3 clusters Score -5608598 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5610147.500000 Penalty: 5223.761230
	Iteration 5F: 3 clusters Score -5610148 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5611918.500000 Penalty: 5223.761230
	Iteration 6F: 3 clusters Score -5611918 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -5613585.000000 Penalty: 5223.761230
	Iteration 7F: 3 clusters Score -5613585 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5614859.000000 Penalty: 5223.761230
	Iteration 8F: 3 clusters Score -5614859 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5615628.500000 Penalty: 5223.761230
	Iteration 9Q: 3 clusters Score -5615628 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5616106.500000 Penalty: 5223.761230
	Iteration 10Q: 3 clusters Score -5616106 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -5616372.000000 Penalty: 5223.761230
	Iteration 11Q: 3 clusters Score -5616372 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -5616693.000000 Penalty: 5223.761230
	Iteration 12Q: 3 clusters Score -5616693 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -5617017.000000 Penalty: 5223.761230
	Iteration 13Q: 3 clusters Score -5617017 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5617464.500000 Penalty: 5223.761230
	Iteration 14Q: 3 clusters Score -5617464 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -5618025.500000 Penalty: 5223.761230
	Iteration 15Q: 3 clusters Score -5618026 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -5618478.000000 Penalty: 5223.761230
	Iteration 16Q: 3 clusters Score -5618478 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5618807.000000 Penalty: 5223.761230
	Iteration 17Q: 3 clusters Score -5618807 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -5619072.500000 Penalty: 5223.761230
	Iteration 18Q: 3 clusters Score -5619072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5619273.000000 Penalty: 5223.761230
	Iteration 19Q: 3 clusters Score -5619273 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -5619428.500000 Penalty: 5223.761230
	Iteration 20F: 3 clusters Score -5619428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -5619540.500000 Penalty: 5223.761230
	Iteration 21Q: 3 clusters Score -5619540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -5619624.000000 Penalty: 5223.761230
	Iteration 22Q: 3 clusters Score -5619624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -5619705.500000 Penalty: 5223.761230
	Iteration 23Q: 3 clusters Score -5619706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5619768.000000 Penalty: 5223.761230
	Iteration 24Q: 3 clusters Score -5619768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5619830.000000 Penalty: 5223.761230
	Iteration 25Q: 3 clusters Score -5619830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5619853.500000 Penalty: 5223.761230
	Iteration 26Q: 3 clusters Score -5619854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -5619885.000000 Penalty: 5223.761230
	Iteration 27Q: 3 clusters Score -5619885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5619914.000000 Penalty: 5223.761230
	Iteration 28Q: 3 clusters Score -5619914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5619943.000000 Penalty: 5223.761230
	Iteration 29Q: 3 clusters Score -5619943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -5619971.500000 Penalty: 5223.761230
	Iteration 30Q: 3 clusters Score -5619972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5619995.000000 Penalty: 5223.761230
	Iteration 31Q: 3 clusters Score -5619995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5620015.000000 Penalty: 5223.761230
	Iteration 32Q: 3 clusters Score -5620015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5620022.500000 Penalty: 5223.761230
	Iteration 33Q: 3 clusters Score -5620022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5620032.000000 Penalty: 5223.761230
	Iteration 34Q: 3 clusters Score -5620032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5620034.000000 Penalty: 5223.761230
	Iteration 35Q: 3 clusters Score -5620034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5620053.500000 Penalty: 5223.761230
	Iteration 36Q: 3 clusters Score -5620054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5620049.000000 Penalty: 5223.761230
	Iteration 37Q: 3 clusters Score -5620049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5620055.500000 Penalty: 5223.761230
	Iteration 38Q: 3 clusters Score -5620056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5620062.000000 Penalty: 5223.761230
	Iteration 39Q: 3 clusters Score -5620062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -5620057.500000 Penalty: 5223.761230
	Iteration 40F: 3 clusters Score -5620058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5620067.000000 Penalty: 5223.761230
	Iteration 41Q: 3 clusters Score -5620067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5620063.000000 Penalty: 5223.761230
	Iteration 42Q: 3 clusters Score -5620063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5620068.000000 Penalty: 5223.761230
	Iteration 43Q: 3 clusters Score -5620068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5620068.000000 Penalty: 5223.761230
	Iteration 44Q: 3 clusters Score -5620068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5620068.500000 Penalty: 5223.761230
	Iteration 45Q: 3 clusters Score -5620068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5620068.500000 Penalty: 5223.761230
	Iteration 46F: 3 clusters Score -5620068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Entering Unmasked Estep 
Score: -16555278.000000 Penalty: 2873.013916
	Iteration 0F: 2 clusters Score -1.655528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -16486637.000000 Penalty: 5746.027832
	Iteration 0F: 3 clusters Score -1.648664e+07 nChanged 50773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -16515560.000000 Penalty: 5746.027832
	Iteration 1F: 3 clusters Score -1.651556e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -16516308.000000 Penalty: 5746.027832
	Iteration 2Q: 3 clusters Score -1.651631e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -16517256.000000 Penalty: 5746.027832
	Iteration 3Q: 3 clusters Score -1.651726e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -16518528.000000 Penalty: 5746.027832
	Iteration 4Q: 3 clusters Score -1.651853e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -16520130.000000 Penalty: 5746.027832
	Iteration 5Q: 3 clusters Score -1.652013e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -16523057.000000 Penalty: 5746.027832
	Iteration 6F: 3 clusters Score -1.652306e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -16527971.000000 Penalty: 5746.027832
	Iteration 7F: 3 clusters Score -1.652797e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -16535281.000000 Penalty: 5746.027832
	Iteration 8F: 3 clusters Score -1.653528e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -16543260.000000 Penalty: 5746.027832
	Iteration 9F: 3 clusters Score -1.654326e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -16549709.000000 Penalty: 5746.027832
	Iteration 10F: 3 clusters Score -1.654971e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -16553075.000000 Penalty: 5746.027832
	Iteration 11Q: 3 clusters Score -1.655308e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -16554502.000000 Penalty: 5746.027832
	Iteration 12Q: 3 clusters Score -1.65545e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -16555076.000000 Penalty: 5746.027832
	Iteration 13Q: 3 clusters Score -1.655508e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -16555348.000000 Penalty: 5746.027832
	Iteration 14Q: 3 clusters Score -1.655535e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -16555560.000000 Penalty: 5746.027832
	Iteration 15Q: 3 clusters Score -1.655556e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -16555642.000000 Penalty: 5746.027832
	Iteration 16Q: 3 clusters Score -1.655564e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -16555644.000000 Penalty: 5746.027832
	Iteration 17Q: 3 clusters Score -1.655564e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -16555626.000000 Penalty: 5746.027832
	Iteration 18Q: 3 clusters Score -1.655563e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -16555649.000000 Penalty: 5746.027832
	Iteration 19Q: 3 clusters Score -1.655565e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -16555696.000000 Penalty: 5746.027832
	Iteration 20F: 3 clusters Score -1.65557e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -16555725.000000 Penalty: 5746.027832
	Iteration 21Q: 3 clusters Score -1.655572e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -16555665.000000 Penalty: 5746.027832
	Iteration 22Q: 3 clusters Score -1.655566e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -16555585.000000 Penalty: 5746.027832
	Iteration 23Q: 3 clusters Score -1.655558e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -16555481.000000 Penalty: 5746.027832
	Iteration 24Q: 3 clusters Score -1.655548e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -16555505.000000 Penalty: 5746.027832
	Iteration 25Q: 3 clusters Score -1.65555e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -16555419.000000 Penalty: 5746.027832
	Iteration 26Q: 3 clusters Score -1.655542e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -16555430.000000 Penalty: 5746.027832
	Iteration 27Q: 3 clusters Score -1.655543e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -16555426.000000 Penalty: 5746.027832
	Iteration 28Q: 3 clusters Score -1.655543e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -16555392.000000 Penalty: 5746.027832
	Iteration 29Q: 3 clusters Score -1.655539e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -16555389.000000 Penalty: 5746.027832
	Iteration 30Q: 3 clusters Score -1.655539e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -16555350.000000 Penalty: 5746.027832
	Iteration 31Q: 3 clusters Score -1.655535e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -16555329.000000 Penalty: 5746.027832
	Iteration 32Q: 3 clusters Score -1.655533e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -16555304.000000 Penalty: 5746.027832
	Iteration 33Q: 3 clusters Score -1.65553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -16555266.000000 Penalty: 5746.027832
	Iteration 34Q: 3 clusters Score -1.655527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -16555272.000000 Penalty: 5746.027832
	Iteration 35Q: 3 clusters Score -1.655527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -16555267.000000 Penalty: 5746.027832
	Iteration 36Q: 3 clusters Score -1.655527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -16555273.000000 Penalty: 5746.027832
	Iteration 37Q: 3 clusters Score -1.655527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -16555263.000000 Penalty: 5746.027832
	Iteration 38Q: 3 clusters Score -1.655526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -16555263.000000 Penalty: 5746.027832
	Iteration 39Q: 3 clusters Score -1.655526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -16555260.000000 Penalty: 5746.027832
	Iteration 40F: 3 clusters Score -1.655526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -16555237.000000 Penalty: 5746.027832
	Iteration 41Q: 3 clusters Score -1.655524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -16555221.000000 Penalty: 5746.027832
	Iteration 42Q: 3 clusters Score -1.655522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -16555221.000000 Penalty: 5746.027832
	Iteration 43Q: 3 clusters Score -1.655522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -16555235.000000 Penalty: 5746.027832
	Iteration 44Q: 3 clusters Score -1.655524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -16555208.000000 Penalty: 5746.027832
	Iteration 45Q: 3 clusters Score -1.655521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -16555211.000000 Penalty: 5746.027832
	Iteration 46Q: 3 clusters Score -1.655521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -16555197.000000 Penalty: 5746.027832
	Iteration 47Q: 3 clusters Score -1.65552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -16555185.000000 Penalty: 5746.027832
	Iteration 48Q: 3 clusters Score -1.655518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -16555176.000000 Penalty: 5746.027832
	Iteration 49Q: 3 clusters Score -1.655518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -16555175.000000 Penalty: 5746.027832
	Iteration 50Q: 3 clusters Score -1.655518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -16555175.000000 Penalty: 5746.027832
	Iteration 51Q: 3 clusters Score -1.655518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -16555167.000000 Penalty: 5746.027832
	Iteration 52Q: 3 clusters Score -1.655517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -16555183.000000 Penalty: 5746.027832
	Iteration 53Q: 3 clusters Score -1.655518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -16555191.000000 Penalty: 5746.027832
	Iteration 54Q: 3 clusters Score -1.655519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -16555177.000000 Penalty: 5746.027832
	Iteration 55Q: 3 clusters Score -1.655518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -16555180.000000 Penalty: 5746.027832
	Iteration 56Q: 3 clusters Score -1.655518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -16555168.000000 Penalty: 5746.027832
	Iteration 57Q: 3 clusters Score -1.655517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 105378 members 
Entering Unmasked Estep 
Score: -16555170.000000 Penalty: 5746.027832
	Iteration 58Q: 3 clusters Score -1.655517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -16555160.000000 Penalty: 5746.027832
	Iteration 59Q: 3 clusters Score -1.655516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -16555163.000000 Penalty: 5746.027832
	Iteration 60F: 3 clusters Score -1.655516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -16555153.000000 Penalty: 5746.027832
	Iteration 61Q: 3 clusters Score -1.655515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -16555140.000000 Penalty: 5746.027832
	Iteration 62Q: 3 clusters Score -1.655514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -16555150.000000 Penalty: 5746.027832
	Iteration 63Q: 3 clusters Score -1.655515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -16555145.000000 Penalty: 5746.027832
	Iteration 64Q: 3 clusters Score -1.655514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -16555136.000000 Penalty: 5746.027832
	Iteration 65Q: 3 clusters Score -1.655514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -16555141.000000 Penalty: 5746.027832
	Iteration 66Q: 3 clusters Score -1.655514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -16555134.000000 Penalty: 5746.027832
	Iteration 67Q: 3 clusters Score -1.655513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -16555150.000000 Penalty: 5746.027832
	Iteration 68Q: 3 clusters Score -1.655515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -16555154.000000 Penalty: 5746.027832
	Iteration 69Q: 3 clusters Score -1.655515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -16555153.000000 Penalty: 5746.027832
	Iteration 70Q: 3 clusters Score -1.655515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -16555134.000000 Penalty: 5746.027832
	Iteration 71Q: 3 clusters Score -1.655513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -16555153.000000 Penalty: 5746.027832
	Iteration 72Q: 3 clusters Score -1.655515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -16555144.000000 Penalty: 5746.027832
	Iteration 73Q: 3 clusters Score -1.655514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -16555144.000000 Penalty: 5746.027832
	Iteration 74Q: 3 clusters Score -1.655514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -16555152.000000 Penalty: 5746.027832
	Iteration 75Q: 3 clusters Score -1.655515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -16555148.000000 Penalty: 5746.027832
	Iteration 76Q: 3 clusters Score -1.655515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -16555142.000000 Penalty: 5746.027832
	Iteration 77Q: 3 clusters Score -1.655514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -16555144.000000 Penalty: 5746.027832
	Iteration 78Q: 3 clusters Score -1.655514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -16555147.000000 Penalty: 5746.027832
	Iteration 79Q: 3 clusters Score -1.655515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -16555122.000000 Penalty: 5746.027832
	Iteration 80F: 3 clusters Score -1.655512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -16555128.000000 Penalty: 5746.027832
	Iteration 81Q: 3 clusters Score -1.655513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -16555120.000000 Penalty: 5746.027832
	Iteration 82Q: 3 clusters Score -1.655512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -16555126.000000 Penalty: 5746.027832
	Iteration 83Q: 3 clusters Score -1.655513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -16555120.000000 Penalty: 5746.027832
	Iteration 84Q: 3 clusters Score -1.655512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -16555121.000000 Penalty: 5746.027832
	Iteration 85Q: 3 clusters Score -1.655512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -16555129.000000 Penalty: 5746.027832
	Iteration 86Q: 3 clusters Score -1.655513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -16555127.000000 Penalty: 5746.027832
	Iteration 87Q: 3 clusters Score -1.655513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -16555128.000000 Penalty: 5746.027832
	Iteration 88Q: 3 clusters Score -1.655513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 105634 members 
Entering Unmasked Estep 
Score: -16555121.000000 Penalty: 5746.027832
	Iteration 89Q: 3 clusters Score -1.655512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -16555115.000000 Penalty: 5746.027832
	Iteration 90Q: 3 clusters Score -1.655512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -16555122.000000 Penalty: 5746.027832
	Iteration 91Q: 3 clusters Score -1.655512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -16555122.000000 Penalty: 5746.027832
	Iteration 92F: 3 clusters Score -1.655512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Entering Unmasked Estep 
Score: -15122155.000000 Penalty: 2849.170898
	Iteration 0F: 2 clusters Score -1.512216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -15058347.000000 Penalty: 5698.341797
	Iteration 0F: 3 clusters Score -1.505835e+07 nChanged 46020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -15084397.000000 Penalty: 5698.341797
	Iteration 1F: 3 clusters Score -1.50844e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -15085198.000000 Penalty: 5698.341797
	Iteration 2Q: 3 clusters Score -1.50852e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -15086061.000000 Penalty: 5698.341797
	Iteration 3Q: 3 clusters Score -1.508606e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -15087070.000000 Penalty: 5698.341797
	Iteration 4Q: 3 clusters Score -1.508707e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -15088468.000000 Penalty: 5698.341797
	Iteration 5Q: 3 clusters Score -1.508847e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -15090570.000000 Penalty: 5698.341797
	Iteration 6Q: 3 clusters Score -1.509057e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -15093510.000000 Penalty: 5698.341797
	Iteration 7F: 3 clusters Score -1.509351e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -15097276.000000 Penalty: 5698.341797
	Iteration 8F: 3 clusters Score -1.509728e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -15101430.000000 Penalty: 5698.341797
	Iteration 9F: 3 clusters Score -1.510143e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -15105038.000000 Penalty: 5698.341797
	Iteration 10F: 3 clusters Score -1.510504e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -15107275.000000 Penalty: 5698.341797
	Iteration 11Q: 3 clusters Score -1.510728e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -15108462.000000 Penalty: 5698.341797
	Iteration 12Q: 3 clusters Score -1.510846e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -15109119.000000 Penalty: 5698.341797
	Iteration 13Q: 3 clusters Score -1.510912e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -15109710.000000 Penalty: 5698.341797
	Iteration 14Q: 3 clusters Score -1.510971e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -15110173.000000 Penalty: 5698.341797
	Iteration 15Q: 3 clusters Score -1.511017e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -15110677.000000 Penalty: 5698.341797
	Iteration 16Q: 3 clusters Score -1.511068e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -15111128.000000 Penalty: 5698.341797
	Iteration 17Q: 3 clusters Score -1.511113e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -15111551.000000 Penalty: 5698.341797
	Iteration 18Q: 3 clusters Score -1.511155e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -15111950.000000 Penalty: 5698.341797
	Iteration 19Q: 3 clusters Score -1.511195e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -15112358.000000 Penalty: 5698.341797
	Iteration 20F: 3 clusters Score -1.511236e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -15112881.000000 Penalty: 5698.341797
	Iteration 21Q: 3 clusters Score -1.511288e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -15113330.000000 Penalty: 5698.341797
	Iteration 22Q: 3 clusters Score -1.511333e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -15113889.000000 Penalty: 5698.341797
	Iteration 23Q: 3 clusters Score -1.511389e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -15114401.000000 Penalty: 5698.341797
	Iteration 24Q: 3 clusters Score -1.51144e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -15114991.000000 Penalty: 5698.341797
	Iteration 25Q: 3 clusters Score -1.511499e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -15115610.000000 Penalty: 5698.341797
	Iteration 26Q: 3 clusters Score -1.511561e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -15116168.000000 Penalty: 5698.341797
	Iteration 27Q: 3 clusters Score -1.511617e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -15116775.000000 Penalty: 5698.341797
	Iteration 28Q: 3 clusters Score -1.511678e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -15117357.000000 Penalty: 5698.341797
	Iteration 29Q: 3 clusters Score -1.511736e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -15117869.000000 Penalty: 5698.341797
	Iteration 30Q: 3 clusters Score -1.511787e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15118277.000000 Penalty: 5698.341797
	Iteration 31Q: 3 clusters Score -1.511828e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15118670.000000 Penalty: 5698.341797
	Iteration 32Q: 3 clusters Score -1.511867e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -15118908.000000 Penalty: 5698.341797
	Iteration 33Q: 3 clusters Score -1.511891e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -15119084.000000 Penalty: 5698.341797
	Iteration 34Q: 3 clusters Score -1.511908e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15119199.000000 Penalty: 5698.341797
	Iteration 35Q: 3 clusters Score -1.51192e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -15119330.000000 Penalty: 5698.341797
	Iteration 36Q: 3 clusters Score -1.511933e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15119428.000000 Penalty: 5698.341797
	Iteration 37Q: 3 clusters Score -1.511943e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15119509.000000 Penalty: 5698.341797
	Iteration 38Q: 3 clusters Score -1.511951e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15119560.000000 Penalty: 5698.341797
	Iteration 39Q: 3 clusters Score -1.511956e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15119621.000000 Penalty: 5698.341797
	Iteration 40F: 3 clusters Score -1.511962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15119649.000000 Penalty: 5698.341797
	Iteration 41Q: 3 clusters Score -1.511965e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15119673.000000 Penalty: 5698.341797
	Iteration 42Q: 3 clusters Score -1.511967e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -15119682.000000 Penalty: 5698.341797
	Iteration 43Q: 3 clusters Score -1.511968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15119701.000000 Penalty: 5698.341797
	Iteration 44Q: 3 clusters Score -1.51197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15119710.000000 Penalty: 5698.341797
	Iteration 45Q: 3 clusters Score -1.511971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -15119708.000000 Penalty: 5698.341797
	Iteration 46Q: 3 clusters Score -1.511971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15119709.000000 Penalty: 5698.341797
	Iteration 47Q: 3 clusters Score -1.511971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15119725.000000 Penalty: 5698.341797
	Iteration 48Q: 3 clusters Score -1.511972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15119748.000000 Penalty: 5698.341797
	Iteration 49Q: 3 clusters Score -1.511975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15119749.000000 Penalty: 5698.341797
	Iteration 50Q: 3 clusters Score -1.511975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15119770.000000 Penalty: 5698.341797
	Iteration 51Q: 3 clusters Score -1.511977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15119786.000000 Penalty: 5698.341797
	Iteration 52Q: 3 clusters Score -1.511979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15119804.000000 Penalty: 5698.341797
	Iteration 53Q: 3 clusters Score -1.51198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15119814.000000 Penalty: 5698.341797
	Iteration 54Q: 3 clusters Score -1.511981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15119828.000000 Penalty: 5698.341797
	Iteration 55Q: 3 clusters Score -1.511983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15119829.000000 Penalty: 5698.341797
	Iteration 56Q: 3 clusters Score -1.511983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -15119832.000000 Penalty: 5698.341797
	Iteration 57Q: 3 clusters Score -1.511983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15119839.000000 Penalty: 5698.341797
	Iteration 58Q: 3 clusters Score -1.511984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15119839.000000 Penalty: 5698.341797
	Iteration 59F: 3 clusters Score -1.511984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -291129.750000 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -291129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288407.656250 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -288407.7 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289280.406250 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -289280.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -290195.312500 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -290195.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -290921.343750 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -290921.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -291445.437500 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -291445.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -291746.156250 Penalty: 3844.731689
	Iteration 5F: 3 clusters Score -291746.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -292030.406250 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -292030.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -292198.625000 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -292198.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -292255.718750 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -292255.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -292272.375000 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -292272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -292279.156250 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -292279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -292283.281250 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -292283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -292296.218750 Penalty: 3844.731689
	Iteration 12F: 3 clusters Score -292296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -292310.562500 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -292310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -292314.093750 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -292314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -292317.125000 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -292317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -292317.125000 Penalty: 3844.731689
	Iteration 16F: 3 clusters Score -292317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103018 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 62276 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 28518 members 
Mstep: Class 12 contains 86994 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 180472 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 37488 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 22 contains 97596 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 20167 members 
Entering Unmasked Estep 
Score: -137718832.000000 Penalty: 74899.046875
Splitting cluster 23 changes total score from -137703120.000000 to -137718832.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 24 (20167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Entering Unmasked Estep 
Score: -2914400.250000 Penalty: 2458.127197
	Iteration 0F: 2 clusters Score -2914400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2900349.500000 Penalty: 4916.254395
	Iteration 0F: 3 clusters Score -2900350 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2905260.750000 Penalty: 4916.254395
	Iteration 1F: 3 clusters Score -2905261 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2906191.750000 Penalty: 4916.254395
	Iteration 2F: 3 clusters Score -2906192 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2907804.000000 Penalty: 4916.254395
	Iteration 3F: 3 clusters Score -2907804 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2910419.500000 Penalty: 4916.254395
	Iteration 4F: 3 clusters Score -2910420 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2913006.500000 Penalty: 4916.254395
	Iteration 5F: 3 clusters Score -2913006 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2914642.750000 Penalty: 4916.254395
	Iteration 6F: 3 clusters Score -2914643 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2915543.000000 Penalty: 4916.254395
	Iteration 7F: 3 clusters Score -2915543 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2916019.750000 Penalty: 4916.254395
	Iteration 8Q: 3 clusters Score -2916020 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2916359.250000 Penalty: 4916.254395
	Iteration 9Q: 3 clusters Score -2916359 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2916597.250000 Penalty: 4916.254395
	Iteration 10Q: 3 clusters Score -2916597 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2916759.750000 Penalty: 4916.254395
	Iteration 11Q: 3 clusters Score -2916760 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2916924.000000 Penalty: 4916.254395
	Iteration 12Q: 3 clusters Score -2916924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2917047.000000 Penalty: 4916.254395
	Iteration 13Q: 3 clusters Score -2917047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2917151.000000 Penalty: 4916.254395
	Iteration 14Q: 3 clusters Score -2917151 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2917196.250000 Penalty: 4916.254395
	Iteration 15Q: 3 clusters Score -2917196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2917226.500000 Penalty: 4916.254395
	Iteration 16Q: 3 clusters Score -2917226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2917252.500000 Penalty: 4916.254395
	Iteration 17Q: 3 clusters Score -2917252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2917271.250000 Penalty: 4916.254395
	Iteration 18Q: 3 clusters Score -2917271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2917283.250000 Penalty: 4916.254395
	Iteration 19Q: 3 clusters Score -2917283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2917295.000000 Penalty: 4916.254395
	Iteration 20F: 3 clusters Score -2917295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2917307.250000 Penalty: 4916.254395
	Iteration 21Q: 3 clusters Score -2917307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2917323.000000 Penalty: 4916.254395
	Iteration 22Q: 3 clusters Score -2917323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2917330.750000 Penalty: 4916.254395
	Iteration 23Q: 3 clusters Score -2917331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2917345.750000 Penalty: 4916.254395
	Iteration 24Q: 3 clusters Score -2917346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2917349.000000 Penalty: 4916.254395
	Iteration 25Q: 3 clusters Score -2917349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2917357.750000 Penalty: 4916.254395
	Iteration 26Q: 3 clusters Score -2917358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2917353.750000 Penalty: 4916.254395
	Iteration 27Q: 3 clusters Score -2917354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2917353.500000 Penalty: 4916.254395
	Iteration 28Q: 3 clusters Score -2917354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2917358.250000 Penalty: 4916.254395
	Iteration 29Q: 3 clusters Score -2917358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2917359.500000 Penalty: 4916.254395
	Iteration 30Q: 3 clusters Score -2917360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2917359.750000 Penalty: 4916.254395
	Iteration 31Q: 3 clusters Score -2917360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2917363.750000 Penalty: 4916.254395
	Iteration 32Q: 3 clusters Score -2917364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2917362.500000 Penalty: 4916.254395
	Iteration 33Q: 3 clusters Score -2917362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2917364.750000 Penalty: 4916.254395
	Iteration 34Q: 3 clusters Score -2917365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2917364.250000 Penalty: 4916.254395
	Iteration 35Q: 3 clusters Score -2917364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2917366.250000 Penalty: 4916.254395
	Iteration 36Q: 3 clusters Score -2917366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2917377.000000 Penalty: 4916.254395
	Iteration 37Q: 3 clusters Score -2917377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2917376.750000 Penalty: 4916.254395
	Iteration 38Q: 3 clusters Score -2917377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2917374.750000 Penalty: 4916.254395
	Iteration 39Q: 3 clusters Score -2917375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2917374.750000 Penalty: 4916.254395
	Iteration 40F: 3 clusters Score -2917375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103018 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 62276 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 28518 members 
Mstep: Class 12 contains 86994 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 180472 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 37488 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 22 contains 97596 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 15448 members 
Entering Unmasked Estep 
Score: -137721184.000000 Penalty: 78303.554688
Splitting cluster 24 changes total score from -137703120.000000 to -137721184.000000
So it's getting split into cluster 17.
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103018 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 23497 members 
Mstep: Class 9 contains 62276 members 
Mstep: Class 11 contains 28518 members 
Mstep: Class 12 contains 86994 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 180472 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 37488 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 22 contains 97596 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137723920.000000 Penalty: 78303.554688
Iteration 39Q: 24 clusters Score -1.377239e+08 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 103098 members 
Mstep: Class 3 contains 10258 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 22246 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 62052 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 28587 members 
Mstep: Class 12 contains 85897 members 
Mstep: Class 13 contains 107927 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 178920 members 
Mstep: Class 16 contains 11976 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 24919 members 
Mstep: Class 19 contains 38118 members 
Mstep: Class 20 contains 108143 members 
Mstep: Class 22 contains 97933 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 16504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137730928.000000 Penalty: 78303.554688
Iteration 40F: 24 clusters Score -1.377309e+08 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 102592 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 1987 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 21399 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 61802 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 84649 members 
Mstep: Class 13 contains 107753 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 180276 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 4646 members 
Mstep: Class 18 contains 24597 members 
Mstep: Class 19 contains 38708 members 
Mstep: Class 20 contains 108335 members 
Mstep: Class 22 contains 96206 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 17340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732192.000000 Penalty: 78303.554688
Iteration 41Q: 24 clusters Score -1.377322e+08 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 102259 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 1987 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 61615 members 
Mstep: Class 10 contains 258 members 
Mstep: Class 11 contains 28746 members 
Mstep: Class 12 contains 83399 members 
Mstep: Class 13 contains 107745 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 180022 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 24209 members 
Mstep: Class 19 contains 39175 members 
Mstep: Class 20 contains 108629 members 
Mstep: Class 22 contains 95509 members 
Mstep: Class 23 contains 2747 members 
Mstep: Class 24 contains 18089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732256.000000 Penalty: 78303.554688
Iteration 42Q: 24 clusters Score -1.377323e+08 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102046 members 
Mstep: Class 3 contains 11673 members 
Mstep: Class 4 contains 1987 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 20237 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 61513 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 28836 members 
Mstep: Class 12 contains 82204 members 
Mstep: Class 13 contains 107910 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 178973 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 17 contains 4758 members 
Mstep: Class 18 contains 23833 members 
Mstep: Class 19 contains 39571 members 
Mstep: Class 20 contains 108946 members 
Mstep: Class 22 contains 95220 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 18733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732240.000000 Penalty: 78303.554688
Iteration 43Q: 24 clusters Score -1.377322e+08 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 12279 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 5352 members 
Mstep: Class 9 contains 61436 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 28958 members 
Mstep: Class 12 contains 81069 members 
Mstep: Class 13 contains 108211 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 176993 members 
Mstep: Class 16 contains 15176 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 23438 members 
Mstep: Class 19 contains 39991 members 
Mstep: Class 20 contains 109197 members 
Mstep: Class 22 contains 95395 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 19350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732736.000000 Penalty: 78303.554688
Iteration 44Q: 24 clusters Score -1.377327e+08 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102001 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 19467 members 
Mstep: Class 8 contains 5954 members 
Mstep: Class 9 contains 61388 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29066 members 
Mstep: Class 12 contains 80121 members 
Mstep: Class 13 contains 108627 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 174624 members 
Mstep: Class 16 contains 15933 members 
Mstep: Class 17 contains 4851 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 40418 members 
Mstep: Class 20 contains 109384 members 
Mstep: Class 22 contains 95632 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 19891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732960.000000 Penalty: 78303.554688
Iteration 45Q: 24 clusters Score -1.37733e+08 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102042 members 
Mstep: Class 3 contains 13659 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 19173 members 
Mstep: Class 8 contains 6562 members 
Mstep: Class 9 contains 61362 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29160 members 
Mstep: Class 12 contains 79290 members 
Mstep: Class 13 contains 109135 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 171918 members 
Mstep: Class 16 contains 16683 members 
Mstep: Class 17 contains 4889 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 40834 members 
Mstep: Class 20 contains 109581 members 
Mstep: Class 22 contains 95877 members 
Mstep: Class 23 contains 2977 members 
Mstep: Class 24 contains 20407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732720.000000 Penalty: 78303.554688
Iteration 46Q: 24 clusters Score -1.377327e+08 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102128 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 2982 members 
Mstep: Class 7 contains 18909 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 61392 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29261 members 
Mstep: Class 12 contains 78572 members 
Mstep: Class 13 contains 109641 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 168928 members 
Mstep: Class 16 contains 17406 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 22297 members 
Mstep: Class 19 contains 41263 members 
Mstep: Class 20 contains 109837 members 
Mstep: Class 22 contains 96182 members 
Mstep: Class 23 contains 3010 members 
Mstep: Class 24 contains 20919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732384.000000 Penalty: 78303.554688
Iteration 47Q: 24 clusters Score -1.377324e+08 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102224 members 
Mstep: Class 3 contains 15314 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 18677 members 
Mstep: Class 8 contains 7643 members 
Mstep: Class 9 contains 61405 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29344 members 
Mstep: Class 12 contains 78000 members 
Mstep: Class 13 contains 110162 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 165729 members 
Mstep: Class 16 contains 18064 members 
Mstep: Class 17 contains 4937 members 
Mstep: Class 18 contains 21912 members 
Mstep: Class 19 contains 41668 members 
Mstep: Class 20 contains 110149 members 
Mstep: Class 22 contains 96525 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 21372 members 
Entering Unmasked Estep 
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Iteration 48Q: 24 clusters Score -1.377325e+08 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102434 members 
Mstep: Class 3 contains 16282 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3095 members 
Mstep: Class 7 contains 18492 members 
Mstep: Class 8 contains 8146 members 
Mstep: Class 9 contains 61456 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29402 members 
Mstep: Class 12 contains 77375 members 
Mstep: Class 13 contains 110706 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 162363 members 
Mstep: Class 16 contains 18717 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 42030 members 
Mstep: Class 20 contains 110424 members 
Mstep: Class 22 contains 96939 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 21812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137732432.000000 Penalty: 78303.554688
Iteration 49Q: 24 clusters Score -1.377324e+08 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102566 members 
Mstep: Class 3 contains 17244 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 18342 members 
Mstep: Class 8 contains 8646 members 
Mstep: Class 9 contains 61538 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29453 members 
Mstep: Class 12 contains 76818 members 
Mstep: Class 13 contains 111082 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 159123 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 21098 members 
Mstep: Class 19 contains 42356 members 
Mstep: Class 20 contains 110732 members 
Mstep: Class 22 contains 97433 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 22225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137733248.000000 Penalty: 78303.554688
Iteration 50Q: 24 clusters Score -1.377332e+08 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102738 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 18226 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 61598 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29518 members 
Mstep: Class 12 contains 76323 members 
Mstep: Class 13 contains 111300 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 155977 members 
Mstep: Class 16 contains 19961 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 20697 members 
Mstep: Class 19 contains 42662 members 
Mstep: Class 20 contains 111080 members 
Mstep: Class 22 contains 97887 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 22580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 24 clusters Score -1.377336e+08 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 102905 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 18106 members 
Mstep: Class 8 contains 9549 members 
Mstep: Class 9 contains 61695 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29566 members 
Mstep: Class 12 contains 75814 members 
Mstep: Class 13 contains 111387 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 152921 members 
Mstep: Class 16 contains 20567 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 20326 members 
Mstep: Class 19 contains 42920 members 
Mstep: Class 20 contains 111357 members 
Mstep: Class 22 contains 98380 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 22927 members 
Entering Unmasked Estep 
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Iteration 52Q: 24 clusters Score -1.377341e+08 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103145 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 18002 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 61819 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29618 members 
Mstep: Class 12 contains 75372 members 
Mstep: Class 13 contains 111444 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 149982 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 19950 members 
Mstep: Class 19 contains 43171 members 
Mstep: Class 20 contains 111583 members 
Mstep: Class 22 contains 98793 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 23222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137734512.000000 Penalty: 78303.554688
Iteration 53Q: 24 clusters Score -1.377345e+08 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103435 members 
Mstep: Class 3 contains 21935 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 17908 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 61936 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 29670 members 
Mstep: Class 12 contains 74955 members 
Mstep: Class 13 contains 111483 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 147220 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 5009 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 43395 members 
Mstep: Class 20 contains 111755 members 
Mstep: Class 22 contains 99097 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 23508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137735440.000000 Penalty: 78303.554688
Iteration 54Q: 24 clusters Score -1.377354e+08 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103742 members 
Mstep: Class 3 contains 23285 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 17806 members 
Mstep: Class 8 contains 10653 members 
Mstep: Class 9 contains 62040 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 29756 members 
Mstep: Class 12 contains 74556 members 
Mstep: Class 13 contains 111418 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 144558 members 
Mstep: Class 16 contains 22116 members 
Mstep: Class 17 contains 5010 members 
Mstep: Class 18 contains 19221 members 
Mstep: Class 19 contains 43647 members 
Mstep: Class 20 contains 111890 members 
Mstep: Class 22 contains 99325 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 23765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137735728.000000 Penalty: 78303.554688
Iteration 55Q: 24 clusters Score -1.377357e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 104020 members 
Mstep: Class 3 contains 24731 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 17719 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 62113 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 29793 members 
Mstep: Class 12 contains 74219 members 
Mstep: Class 13 contains 111354 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 142053 members 
Mstep: Class 16 contains 22523 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 18881 members 
Mstep: Class 19 contains 43877 members 
Mstep: Class 20 contains 112060 members 
Mstep: Class 22 contains 99476 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 23982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 24 clusters Score -1.377362e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 104299 members 
Mstep: Class 3 contains 26221 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 17660 members 
Mstep: Class 8 contains 11229 members 
Mstep: Class 9 contains 62142 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29853 members 
Mstep: Class 12 contains 73799 members 
Mstep: Class 13 contains 111207 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 139806 members 
Mstep: Class 16 contains 22896 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 44097 members 
Mstep: Class 20 contains 112138 members 
Mstep: Class 22 contains 99616 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 24183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 24 clusters Score -1.377368e+08 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 104588 members 
Mstep: Class 3 contains 27762 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 11483 members 
Mstep: Class 9 contains 62178 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29922 members 
Mstep: Class 12 contains 73438 members 
Mstep: Class 13 contains 110968 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 137822 members 
Mstep: Class 16 contains 23190 members 
Mstep: Class 17 contains 5026 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 44294 members 
Mstep: Class 20 contains 112166 members 
Mstep: Class 22 contains 99644 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 24334 members 
Entering Unmasked Estep 
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Iteration 58Q: 24 clusters Score -1.377373e+08 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 104905 members 
Mstep: Class 3 contains 29308 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 11688 members 
Mstep: Class 9 contains 62155 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 29992 members 
Mstep: Class 12 contains 73058 members 
Mstep: Class 13 contains 110699 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 136044 members 
Mstep: Class 16 contains 23453 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 18032 members 
Mstep: Class 19 contains 44501 members 
Mstep: Class 20 contains 112158 members 
Mstep: Class 22 contains 99638 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 24455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 24 clusters Score -1.377381e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 105224 members 
Mstep: Class 3 contains 30819 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 17521 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 62170 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 30073 members 
Mstep: Class 12 contains 72676 members 
Mstep: Class 13 contains 110468 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 134601 members 
Mstep: Class 16 contains 23653 members 
Mstep: Class 17 contains 5037 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 44663 members 
Mstep: Class 20 contains 111981 members 
Mstep: Class 22 contains 99543 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 24576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 24 clusters Score -1.377403e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 105450 members 
Mstep: Class 3 contains 32834 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 17480 members 
Mstep: Class 8 contains 12270 members 
Mstep: Class 9 contains 62186 members 
Mstep: Class 10 contains 257 members 
Mstep: Class 11 contains 30107 members 
Mstep: Class 12 contains 72235 members 
Mstep: Class 13 contains 110187 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 132825 members 
Mstep: Class 16 contains 23884 members 
Mstep: Class 17 contains 5040 members 
Mstep: Class 18 contains 17542 members 
Mstep: Class 19 contains 44803 members 
Mstep: Class 20 contains 111731 members 
Mstep: Class 22 contains 99397 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 24684 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -1.377419e+08 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105538 members 
Mstep: Class 3 contains 35011 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 17423 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 62219 members 
Mstep: Class 10 contains 253 members 
Mstep: Class 11 contains 30139 members 
Mstep: Class 12 contains 71848 members 
Mstep: Class 13 contains 109891 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 131026 members 
Mstep: Class 16 contains 24107 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 17327 members 
Mstep: Class 19 contains 45026 members 
Mstep: Class 20 contains 111436 members 
Mstep: Class 22 contains 99200 members 
Mstep: Class 23 contains 3331 members 
Mstep: Class 24 contains 24783 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -1.377431e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105521 members 
Mstep: Class 3 contains 37371 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 7 contains 17382 members 
Mstep: Class 8 contains 12950 members 
Mstep: Class 9 contains 62228 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30163 members 
Mstep: Class 12 contains 71478 members 
Mstep: Class 13 contains 109629 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 129258 members 
Mstep: Class 16 contains 24251 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 45238 members 
Mstep: Class 20 contains 111118 members 
Mstep: Class 22 contains 98976 members 
Mstep: Class 23 contains 3334 members 
Mstep: Class 24 contains 24862 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -1.377448e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105439 members 
Mstep: Class 3 contains 39951 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 17342 members 
Mstep: Class 8 contains 13247 members 
Mstep: Class 9 contains 62248 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30201 members 
Mstep: Class 12 contains 71067 members 
Mstep: Class 13 contains 109312 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 127566 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 17003 members 
Mstep: Class 19 contains 45456 members 
Mstep: Class 20 contains 110763 members 
Mstep: Class 22 contains 98649 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 24946 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -1.37746e+08 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105323 members 
Mstep: Class 3 contains 42745 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 17303 members 
Mstep: Class 8 contains 13461 members 
Mstep: Class 9 contains 62252 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30231 members 
Mstep: Class 12 contains 70685 members 
Mstep: Class 13 contains 108927 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 125923 members 
Mstep: Class 16 contains 24514 members 
Mstep: Class 17 contains 5074 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 45671 members 
Mstep: Class 20 contains 110355 members 
Mstep: Class 22 contains 98292 members 
Mstep: Class 23 contains 3343 members 
Mstep: Class 24 contains 25014 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -1.377473e+08 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105197 members 
Mstep: Class 3 contains 45789 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 62249 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30286 members 
Mstep: Class 12 contains 70334 members 
Mstep: Class 13 contains 108434 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 124279 members 
Mstep: Class 16 contains 24595 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 45913 members 
Mstep: Class 20 contains 109878 members 
Mstep: Class 22 contains 97887 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 25067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137749200.000000 Penalty: 78303.554688
Iteration 66Q: 24 clusters Score -1.377492e+08 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105031 members 
Mstep: Class 3 contains 48953 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 13813 members 
Mstep: Class 9 contains 62211 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30328 members 
Mstep: Class 12 contains 69972 members 
Mstep: Class 13 contains 107861 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 122715 members 
Mstep: Class 16 contains 24639 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 46181 members 
Mstep: Class 20 contains 109447 members 
Mstep: Class 22 contains 97418 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 25083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137751280.000000 Penalty: 78303.554688
Iteration 67Q: 24 clusters Score -1.377513e+08 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 104821 members 
Mstep: Class 3 contains 52301 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 17241 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 62169 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 69589 members 
Mstep: Class 13 contains 107224 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 121224 members 
Mstep: Class 16 contains 24631 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 16499 members 
Mstep: Class 19 contains 46435 members 
Mstep: Class 20 contains 109030 members 
Mstep: Class 22 contains 96888 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 25101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137753824.000000 Penalty: 78303.554688
Iteration 68Q: 24 clusters Score -1.377538e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 104554 members 
Mstep: Class 3 contains 55773 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 17229 members 
Mstep: Class 8 contains 14055 members 
Mstep: Class 9 contains 62106 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30440 members 
Mstep: Class 12 contains 69168 members 
Mstep: Class 13 contains 106625 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 119907 members 
Mstep: Class 16 contains 24577 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 46693 members 
Mstep: Class 20 contains 108519 members 
Mstep: Class 22 contains 96291 members 
Mstep: Class 23 contains 3352 members 
Mstep: Class 24 contains 25126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137755952.000000 Penalty: 78303.554688
Iteration 69Q: 24 clusters Score -1.37756e+08 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 104227 members 
Mstep: Class 3 contains 59323 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 3408 members 
Mstep: Class 7 contains 17210 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 62039 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30504 members 
Mstep: Class 12 contains 68755 members 
Mstep: Class 13 contains 106070 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 118697 members 
Mstep: Class 16 contains 24509 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 16301 members 
Mstep: Class 19 contains 46942 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 22 contains 95700 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 25169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137758256.000000 Penalty: 78303.554688
Iteration 70Q: 24 clusters Score -1.377583e+08 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 103820 members 
Mstep: Class 3 contains 63100 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 17192 members 
Mstep: Class 8 contains 14229 members 
Mstep: Class 9 contains 61984 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 68338 members 
Mstep: Class 13 contains 105507 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 117500 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 16208 members 
Mstep: Class 19 contains 47193 members 
Mstep: Class 20 contains 107115 members 
Mstep: Class 22 contains 95066 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 25203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137760320.000000 Penalty: 78303.554688
Iteration 71Q: 24 clusters Score -1.377603e+08 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 103386 members 
Mstep: Class 3 contains 66974 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 3445 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 14287 members 
Mstep: Class 9 contains 61938 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30652 members 
Mstep: Class 12 contains 67894 members 
Mstep: Class 13 contains 104844 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 116368 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 47446 members 
Mstep: Class 20 contains 106360 members 
Mstep: Class 22 contains 94486 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 25222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137763136.000000 Penalty: 78303.554688
Iteration 72Q: 24 clusters Score -1.377631e+08 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 102934 members 
Mstep: Class 3 contains 70978 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 14339 members 
Mstep: Class 9 contains 61875 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30721 members 
Mstep: Class 12 contains 67538 members 
Mstep: Class 13 contains 104103 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 115375 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 16015 members 
Mstep: Class 19 contains 47662 members 
Mstep: Class 20 contains 105631 members 
Mstep: Class 22 contains 93719 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 25264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137765568.000000 Penalty: 78303.554688
Iteration 73Q: 24 clusters Score -1.377656e+08 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 75021 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 17173 members 
Mstep: Class 8 contains 14362 members 
Mstep: Class 9 contains 61806 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30832 members 
Mstep: Class 12 contains 67145 members 
Mstep: Class 13 contains 103301 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 114498 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 15932 members 
Mstep: Class 19 contains 47866 members 
Mstep: Class 20 contains 104851 members 
Mstep: Class 22 contains 92912 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 25298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137767792.000000 Penalty: 78303.554688
Iteration 74Q: 24 clusters Score -1.377678e+08 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 102083 members 
Mstep: Class 3 contains 79136 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 17165 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 61705 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 30946 members 
Mstep: Class 12 contains 66827 members 
Mstep: Class 13 contains 102582 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 113651 members 
Mstep: Class 16 contains 23628 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 15853 members 
Mstep: Class 19 contains 48075 members 
Mstep: Class 20 contains 103879 members 
Mstep: Class 22 contains 92097 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 25333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137769616.000000 Penalty: 78303.554688
Iteration 75Q: 24 clusters Score -1.377696e+08 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 101713 members 
Mstep: Class 3 contains 83241 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 61615 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31088 members 
Mstep: Class 12 contains 66532 members 
Mstep: Class 13 contains 101783 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 112978 members 
Mstep: Class 16 contains 23428 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 15779 members 
Mstep: Class 19 contains 48269 members 
Mstep: Class 20 contains 102779 members 
Mstep: Class 22 contains 91216 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 25362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137772032.000000 Penalty: 78303.554688
Iteration 76Q: 24 clusters Score -1.37772e+08 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 101488 members 
Mstep: Class 3 contains 87336 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 17134 members 
Mstep: Class 8 contains 14381 members 
Mstep: Class 9 contains 61523 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31250 members 
Mstep: Class 12 contains 66213 members 
Mstep: Class 13 contains 101065 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 112313 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 15711 members 
Mstep: Class 19 contains 48531 members 
Mstep: Class 20 contains 101680 members 
Mstep: Class 22 contains 90097 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 25396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137774768.000000 Penalty: 78303.554688
Iteration 77Q: 24 clusters Score -1.377748e+08 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 101285 members 
Mstep: Class 3 contains 91601 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 61479 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31428 members 
Mstep: Class 12 contains 65900 members 
Mstep: Class 13 contains 100495 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 111524 members 
Mstep: Class 16 contains 22857 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 15645 members 
Mstep: Class 19 contains 48868 members 
Mstep: Class 20 contains 100415 members 
Mstep: Class 22 contains 88875 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 25430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776560.000000 Penalty: 78303.554688
Iteration 78Q: 24 clusters Score -1.377766e+08 nChanged 9728
Entering ConstructFrom: 
Score: -137776560.000000 Penalty: 78303.554688
Entering ConstructFrom: 
Trying to split cluster 1 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -90921.085938 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -90921.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89500.289062 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -89500.29 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90914.320312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -90914.32 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91887.750000 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -91887.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92686.890625 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -92686.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93238.406250 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -93238.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93338.429688 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -93338.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93375.906250 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -93375.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93410.015625 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -93410.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93459.953125 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -93459.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93464.250000 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -93464.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93479.304688 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -93479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93485.648438 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -93485.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93507.656250 Penalty: 3299.179688
	Iteration 12F: 3 clusters Score -93507.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93672.609375 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -93672.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93713.804688 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -93713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -93723.132812 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -93723.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93733.156250 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -93733.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93738.742188 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -93738.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93768.757812 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -93768.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93786.937500 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -93786.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93816.273438 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -93816.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93908.945312 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -93908.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94075.703125 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -94075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94166.382812 Penalty: 3299.179688
	Iteration 23Q: 3 clusters Score -94166.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94177.648438 Penalty: 3299.179688
	Iteration 24Q: 3 clusters Score -94177.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94195.492188 Penalty: 3299.179688
	Iteration 25Q: 3 clusters Score -94195.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94209.210938 Penalty: 3299.179688
	Iteration 26Q: 3 clusters Score -94209.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94217.210938 Penalty: 3299.179688
	Iteration 27Q: 3 clusters Score -94217.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94251.164062 Penalty: 3299.179688
	Iteration 28Q: 3 clusters Score -94251.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94280.726562 Penalty: 3299.179688
	Iteration 29Q: 3 clusters Score -94280.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94289.765625 Penalty: 3299.179688
	Iteration 30Q: 3 clusters Score -94289.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94352.265625 Penalty: 3299.179688
	Iteration 31F: 3 clusters Score -94352.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94616.101562 Penalty: 3299.179688
	Iteration 32Q: 3 clusters Score -94616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94923.593750 Penalty: 3299.179688
	Iteration 33Q: 3 clusters Score -94923.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94930.437500 Penalty: 3299.179688
	Iteration 34Q: 3 clusters Score -94930.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94936.148438 Penalty: 3299.179688
	Iteration 35Q: 3 clusters Score -94936.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94940.507812 Penalty: 3299.179688
	Iteration 36Q: 3 clusters Score -94940.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94951.140625 Penalty: 3299.179688
	Iteration 37Q: 3 clusters Score -94951.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -94965.773438 Penalty: 3299.179688
	Iteration 38Q: 3 clusters Score -94965.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95009.492188 Penalty: 3299.179688
	Iteration 39Q: 3 clusters Score -95009.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95088.351562 Penalty: 3299.179688
	Iteration 40F: 3 clusters Score -95088.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95207.984375 Penalty: 3299.179688
	Iteration 41Q: 3 clusters Score -95207.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95289.718750 Penalty: 3299.179688
	Iteration 42Q: 3 clusters Score -95289.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95462.054688 Penalty: 3299.179688
	Iteration 43Q: 3 clusters Score -95462.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95702.859375 Penalty: 3299.179688
	Iteration 44Q: 3 clusters Score -95702.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -95847.968750 Penalty: 3299.179688
	Iteration 45Q: 3 clusters Score -95847.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -95847.968750 Penalty: 3299.179688
	Iteration 46F: 3 clusters Score -95847.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 101091 members 
Mstep: Class 3 contains 96039 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 17103 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 61418 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31605 members 
Mstep: Class 12 contains 65670 members 
Mstep: Class 13 contains 100014 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 110634 members 
Mstep: Class 16 contains 22448 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 15589 members 
Mstep: Class 19 contains 49218 members 
Mstep: Class 20 contains 99169 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 87482 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 25458 members 
Entering Unmasked Estep 
Score: -137780608.000000 Penalty: 81708.054688
Splitting cluster 1 changes total score from -137776560.000000 to -137780608.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (101091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Entering Unmasked Estep 
Score: -15545563.000000 Penalty: 2857.896484
	Iteration 0F: 2 clusters Score -1.554556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -15481362.000000 Penalty: 5715.792969
	Iteration 0F: 3 clusters Score -1.548136e+07 nChanged 48075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -15509291.000000 Penalty: 5715.792969
	Iteration 1F: 3 clusters Score -1.550929e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -15510238.000000 Penalty: 5715.792969
	Iteration 2Q: 3 clusters Score -1.551024e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -15511196.000000 Penalty: 5715.792969
	Iteration 3Q: 3 clusters Score -1.55112e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -15512316.000000 Penalty: 5715.792969
	Iteration 4Q: 3 clusters Score -1.551232e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -15513523.000000 Penalty: 5715.792969
	Iteration 5Q: 3 clusters Score -1.551352e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -15515097.000000 Penalty: 5715.792969
	Iteration 6Q: 3 clusters Score -1.55151e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -15517545.000000 Penalty: 5715.792969
	Iteration 7Q: 3 clusters Score -1.551754e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -15521146.000000 Penalty: 5715.792969
	Iteration 8F: 3 clusters Score -1.552115e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -15525624.000000 Penalty: 5715.792969
	Iteration 9F: 3 clusters Score -1.552562e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -15529652.000000 Penalty: 5715.792969
	Iteration 10F: 3 clusters Score -1.552965e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -15531885.000000 Penalty: 5715.792969
	Iteration 11Q: 3 clusters Score -1.553188e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -15532971.000000 Penalty: 5715.792969
	Iteration 12Q: 3 clusters Score -1.553297e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -15533535.000000 Penalty: 5715.792969
	Iteration 13Q: 3 clusters Score -1.553354e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -15533987.000000 Penalty: 5715.792969
	Iteration 14Q: 3 clusters Score -1.553399e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -15534493.000000 Penalty: 5715.792969
	Iteration 15Q: 3 clusters Score -1.553449e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -15535105.000000 Penalty: 5715.792969
	Iteration 16Q: 3 clusters Score -1.55351e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -15535545.000000 Penalty: 5715.792969
	Iteration 17Q: 3 clusters Score -1.553554e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -15535988.000000 Penalty: 5715.792969
	Iteration 18Q: 3 clusters Score -1.553599e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -15536363.000000 Penalty: 5715.792969
	Iteration 19Q: 3 clusters Score -1.553636e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -15536635.000000 Penalty: 5715.792969
	Iteration 20F: 3 clusters Score -1.553664e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -15536921.000000 Penalty: 5715.792969
	Iteration 21Q: 3 clusters Score -1.553692e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -15537074.000000 Penalty: 5715.792969
	Iteration 22Q: 3 clusters Score -1.553707e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -15537265.000000 Penalty: 5715.792969
	Iteration 23Q: 3 clusters Score -1.553726e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -15537421.000000 Penalty: 5715.792969
	Iteration 24Q: 3 clusters Score -1.553742e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -15537716.000000 Penalty: 5715.792969
	Iteration 25Q: 3 clusters Score -1.553772e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -15537750.000000 Penalty: 5715.792969
	Iteration 26Q: 3 clusters Score -1.553775e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -15537831.000000 Penalty: 5715.792969
	Iteration 27Q: 3 clusters Score -1.553783e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -15537951.000000 Penalty: 5715.792969
	Iteration 28Q: 3 clusters Score -1.553795e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -15538083.000000 Penalty: 5715.792969
	Iteration 29Q: 3 clusters Score -1.553808e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -15538175.000000 Penalty: 5715.792969
	Iteration 30Q: 3 clusters Score -1.553818e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -15538327.000000 Penalty: 5715.792969
	Iteration 31Q: 3 clusters Score -1.553833e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -15538394.000000 Penalty: 5715.792969
	Iteration 32Q: 3 clusters Score -1.553839e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -15538499.000000 Penalty: 5715.792969
	Iteration 33Q: 3 clusters Score -1.55385e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -15538623.000000 Penalty: 5715.792969
	Iteration 34Q: 3 clusters Score -1.553862e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -15538746.000000 Penalty: 5715.792969
	Iteration 35Q: 3 clusters Score -1.553875e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -15538913.000000 Penalty: 5715.792969
	Iteration 36Q: 3 clusters Score -1.553891e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -15539040.000000 Penalty: 5715.792969
	Iteration 37Q: 3 clusters Score -1.553904e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -15539125.000000 Penalty: 5715.792969
	Iteration 38Q: 3 clusters Score -1.553912e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -15539308.000000 Penalty: 5715.792969
	Iteration 39Q: 3 clusters Score -1.553931e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -15539425.000000 Penalty: 5715.792969
	Iteration 40F: 3 clusters Score -1.553942e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -15539592.000000 Penalty: 5715.792969
	Iteration 41Q: 3 clusters Score -1.553959e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -15539673.000000 Penalty: 5715.792969
	Iteration 42Q: 3 clusters Score -1.553967e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -15539683.000000 Penalty: 5715.792969
	Iteration 43Q: 3 clusters Score -1.553968e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -15539782.000000 Penalty: 5715.792969
	Iteration 44Q: 3 clusters Score -1.553978e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -15539902.000000 Penalty: 5715.792969
	Iteration 45Q: 3 clusters Score -1.55399e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -15539991.000000 Penalty: 5715.792969
	Iteration 46Q: 3 clusters Score -1.553999e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -15540049.000000 Penalty: 5715.792969
	Iteration 47Q: 3 clusters Score -1.554005e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -15540138.000000 Penalty: 5715.792969
	Iteration 48Q: 3 clusters Score -1.554014e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -15540177.000000 Penalty: 5715.792969
	Iteration 49Q: 3 clusters Score -1.554018e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -15540233.000000 Penalty: 5715.792969
	Iteration 50Q: 3 clusters Score -1.554023e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -15540296.000000 Penalty: 5715.792969
	Iteration 51Q: 3 clusters Score -1.55403e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -15540318.000000 Penalty: 5715.792969
	Iteration 52Q: 3 clusters Score -1.554032e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -15540378.000000 Penalty: 5715.792969
	Iteration 53Q: 3 clusters Score -1.554038e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -15540424.000000 Penalty: 5715.792969
	Iteration 54Q: 3 clusters Score -1.554042e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -15540462.000000 Penalty: 5715.792969
	Iteration 55Q: 3 clusters Score -1.554046e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -15540506.000000 Penalty: 5715.792969
	Iteration 56Q: 3 clusters Score -1.554051e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -15540494.000000 Penalty: 5715.792969
	Iteration 57Q: 3 clusters Score -1.554049e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -15540514.000000 Penalty: 5715.792969
	Iteration 58Q: 3 clusters Score -1.554051e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -15540543.000000 Penalty: 5715.792969
	Iteration 59Q: 3 clusters Score -1.554054e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -15540541.000000 Penalty: 5715.792969
	Iteration 60F: 3 clusters Score -1.554054e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -15540524.000000 Penalty: 5715.792969
	Iteration 61Q: 3 clusters Score -1.554052e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -15540570.000000 Penalty: 5715.792969
	Iteration 62Q: 3 clusters Score -1.554057e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -15540584.000000 Penalty: 5715.792969
	Iteration 63Q: 3 clusters Score -1.554058e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -15540594.000000 Penalty: 5715.792969
	Iteration 64Q: 3 clusters Score -1.554059e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -15540599.000000 Penalty: 5715.792969
	Iteration 65Q: 3 clusters Score -1.55406e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -15540619.000000 Penalty: 5715.792969
	Iteration 66Q: 3 clusters Score -1.554062e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -15540628.000000 Penalty: 5715.792969
	Iteration 67Q: 3 clusters Score -1.554063e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -15540639.000000 Penalty: 5715.792969
	Iteration 68Q: 3 clusters Score -1.554064e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -15540627.000000 Penalty: 5715.792969
	Iteration 69Q: 3 clusters Score -1.554063e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -15540673.000000 Penalty: 5715.792969
	Iteration 70Q: 3 clusters Score -1.554067e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -15540693.000000 Penalty: 5715.792969
	Iteration 71Q: 3 clusters Score -1.554069e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -15540691.000000 Penalty: 5715.792969
	Iteration 72Q: 3 clusters Score -1.554069e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -15540665.000000 Penalty: 5715.792969
	Iteration 73Q: 3 clusters Score -1.554066e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -15540700.000000 Penalty: 5715.792969
	Iteration 74Q: 3 clusters Score -1.55407e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -15540716.000000 Penalty: 5715.792969
	Iteration 75Q: 3 clusters Score -1.554072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -15540741.000000 Penalty: 5715.792969
	Iteration 76Q: 3 clusters Score -1.554074e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -15540754.000000 Penalty: 5715.792969
	Iteration 77Q: 3 clusters Score -1.554075e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -15540783.000000 Penalty: 5715.792969
	Iteration 78Q: 3 clusters Score -1.554078e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -15540780.000000 Penalty: 5715.792969
	Iteration 79Q: 3 clusters Score -1.554078e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -15540770.000000 Penalty: 5715.792969
	Iteration 80F: 3 clusters Score -1.554077e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -15540770.000000 Penalty: 5715.792969
	Iteration 81Q: 3 clusters Score -1.554077e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -15540783.000000 Penalty: 5715.792969
	Iteration 82Q: 3 clusters Score -1.554078e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -15540823.000000 Penalty: 5715.792969
	Iteration 83Q: 3 clusters Score -1.554082e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -15540845.000000 Penalty: 5715.792969
	Iteration 84Q: 3 clusters Score -1.554084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -15540838.000000 Penalty: 5715.792969
	Iteration 85Q: 3 clusters Score -1.554084e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -15540850.000000 Penalty: 5715.792969
	Iteration 86Q: 3 clusters Score -1.554085e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -15540793.000000 Penalty: 5715.792969
	Iteration 87Q: 3 clusters Score -1.554079e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -15540814.000000 Penalty: 5715.792969
	Iteration 88Q: 3 clusters Score -1.554081e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -15540884.000000 Penalty: 5715.792969
	Iteration 89Q: 3 clusters Score -1.554088e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -15540839.000000 Penalty: 5715.792969
	Iteration 90Q: 3 clusters Score -1.554084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -15540863.000000 Penalty: 5715.792969
	Iteration 91Q: 3 clusters Score -1.554086e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -15540871.000000 Penalty: 5715.792969
	Iteration 92Q: 3 clusters Score -1.554087e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -15540893.000000 Penalty: 5715.792969
	Iteration 93Q: 3 clusters Score -1.554089e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -15540895.000000 Penalty: 5715.792969
	Iteration 94Q: 3 clusters Score -1.55409e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -15540915.000000 Penalty: 5715.792969
	Iteration 95Q: 3 clusters Score -1.554092e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -15540922.000000 Penalty: 5715.792969
	Iteration 96Q: 3 clusters Score -1.554092e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -15540947.000000 Penalty: 5715.792969
	Iteration 97Q: 3 clusters Score -1.554095e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -15540954.000000 Penalty: 5715.792969
	Iteration 98Q: 3 clusters Score -1.554095e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -15540955.000000 Penalty: 5715.792969
	Iteration 99Q: 3 clusters Score -1.554096e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -15540963.000000 Penalty: 5715.792969
	Iteration 100F: 3 clusters Score -1.554096e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -15540991.000000 Penalty: 5715.792969
	Iteration 101Q: 3 clusters Score -1.554099e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -15540997.000000 Penalty: 5715.792969
	Iteration 102Q: 3 clusters Score -1.5541e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -15541024.000000 Penalty: 5715.792969
	Iteration 103Q: 3 clusters Score -1.554102e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -15541036.000000 Penalty: 5715.792969
	Iteration 104Q: 3 clusters Score -1.554104e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -15541031.000000 Penalty: 5715.792969
	Iteration 105Q: 3 clusters Score -1.554103e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -15541031.000000 Penalty: 5715.792969
	Iteration 106Q: 3 clusters Score -1.554103e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -15541032.000000 Penalty: 5715.792969
	Iteration 107Q: 3 clusters Score -1.554103e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -15541045.000000 Penalty: 5715.792969
	Iteration 108Q: 3 clusters Score -1.554104e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -15541055.000000 Penalty: 5715.792969
	Iteration 109Q: 3 clusters Score -1.554106e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -15541071.000000 Penalty: 5715.792969
	Iteration 110Q: 3 clusters Score -1.554107e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -15541064.000000 Penalty: 5715.792969
	Iteration 111Q: 3 clusters Score -1.554106e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -15541065.000000 Penalty: 5715.792969
	Iteration 112Q: 3 clusters Score -1.554106e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -15541104.000000 Penalty: 5715.792969
	Iteration 113Q: 3 clusters Score -1.55411e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -15541103.000000 Penalty: 5715.792969
	Iteration 114Q: 3 clusters Score -1.55411e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -15541125.000000 Penalty: 5715.792969
	Iteration 115Q: 3 clusters Score -1.554112e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -15541163.000000 Penalty: 5715.792969
	Iteration 116Q: 3 clusters Score -1.554116e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -15541177.000000 Penalty: 5715.792969
	Iteration 117Q: 3 clusters Score -1.554118e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -15541213.000000 Penalty: 5715.792969
	Iteration 118Q: 3 clusters Score -1.554121e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -15541205.000000 Penalty: 5715.792969
	Iteration 119Q: 3 clusters Score -1.55412e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -15541213.000000 Penalty: 5715.792969
	Iteration 120F: 3 clusters Score -1.554121e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -15541177.000000 Penalty: 5715.792969
	Iteration 121Q: 3 clusters Score -1.554118e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -15541202.000000 Penalty: 5715.792969
	Iteration 122Q: 3 clusters Score -1.55412e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -15541237.000000 Penalty: 5715.792969
	Iteration 123Q: 3 clusters Score -1.554124e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -15541242.000000 Penalty: 5715.792969
	Iteration 124Q: 3 clusters Score -1.554124e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -15541231.000000 Penalty: 5715.792969
	Iteration 125Q: 3 clusters Score -1.554123e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -15541241.000000 Penalty: 5715.792969
	Iteration 126Q: 3 clusters Score -1.554124e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -15541264.000000 Penalty: 5715.792969
	Iteration 127Q: 3 clusters Score -1.554126e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -15541269.000000 Penalty: 5715.792969
	Iteration 128Q: 3 clusters Score -1.554127e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -15541297.000000 Penalty: 5715.792969
	Iteration 129Q: 3 clusters Score -1.55413e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -15541305.000000 Penalty: 5715.792969
	Iteration 130Q: 3 clusters Score -1.55413e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -15541320.000000 Penalty: 5715.792969
	Iteration 131Q: 3 clusters Score -1.554132e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -15541301.000000 Penalty: 5715.792969
	Iteration 132Q: 3 clusters Score -1.55413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -15541305.000000 Penalty: 5715.792969
	Iteration 133Q: 3 clusters Score -1.55413e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -15541339.000000 Penalty: 5715.792969
	Iteration 134Q: 3 clusters Score -1.554134e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -15541310.000000 Penalty: 5715.792969
	Iteration 135Q: 3 clusters Score -1.554131e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -15541355.000000 Penalty: 5715.792969
	Iteration 136Q: 3 clusters Score -1.554136e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -15541367.000000 Penalty: 5715.792969
	Iteration 137Q: 3 clusters Score -1.554137e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -15541369.000000 Penalty: 5715.792969
	Iteration 138Q: 3 clusters Score -1.554137e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -15541337.000000 Penalty: 5715.792969
	Iteration 139Q: 3 clusters Score -1.554134e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -15541345.000000 Penalty: 5715.792969
	Iteration 140F: 3 clusters Score -1.554134e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -15541370.000000 Penalty: 5715.792969
	Iteration 141Q: 3 clusters Score -1.554137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -15541337.000000 Penalty: 5715.792969
	Iteration 142Q: 3 clusters Score -1.554134e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -15541362.000000 Penalty: 5715.792969
	Iteration 143Q: 3 clusters Score -1.554136e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -15541340.000000 Penalty: 5715.792969
	Iteration 144Q: 3 clusters Score -1.554134e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -15541354.000000 Penalty: 5715.792969
	Iteration 145Q: 3 clusters Score -1.554135e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -15541359.000000 Penalty: 5715.792969
	Iteration 146Q: 3 clusters Score -1.554136e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -15541394.000000 Penalty: 5715.792969
	Iteration 147Q: 3 clusters Score -1.554139e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -15541405.000000 Penalty: 5715.792969
	Iteration 148Q: 3 clusters Score -1.55414e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -15541406.000000 Penalty: 5715.792969
	Iteration 149Q: 3 clusters Score -1.554141e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -15541377.000000 Penalty: 5715.792969
	Iteration 150Q: 3 clusters Score -1.554138e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -15541388.000000 Penalty: 5715.792969
	Iteration 151Q: 3 clusters Score -1.554139e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -15541373.000000 Penalty: 5715.792969
	Iteration 152Q: 3 clusters Score -1.554137e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -15541378.000000 Penalty: 5715.792969
	Iteration 153Q: 3 clusters Score -1.554138e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -15541388.000000 Penalty: 5715.792969
	Iteration 154Q: 3 clusters Score -1.554139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -15541376.000000 Penalty: 5715.792969
	Iteration 155Q: 3 clusters Score -1.554138e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -15541349.000000 Penalty: 5715.792969
	Iteration 156Q: 3 clusters Score -1.554135e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -15541341.000000 Penalty: 5715.792969
	Iteration 157Q: 3 clusters Score -1.554134e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -15541341.000000 Penalty: 5715.792969
	Iteration 158Q: 3 clusters Score -1.554134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -15541345.000000 Penalty: 5715.792969
	Iteration 159Q: 3 clusters Score -1.554134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -15541333.000000 Penalty: 5715.792969
	Iteration 160F: 3 clusters Score -1.554133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -15541356.000000 Penalty: 5715.792969
	Iteration 161Q: 3 clusters Score -1.554136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -15541348.000000 Penalty: 5715.792969
	Iteration 162Q: 3 clusters Score -1.554135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -15541363.000000 Penalty: 5715.792969
	Iteration 163Q: 3 clusters Score -1.554136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -15541353.000000 Penalty: 5715.792969
	Iteration 164Q: 3 clusters Score -1.554135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -15541369.000000 Penalty: 5715.792969
	Iteration 165Q: 3 clusters Score -1.554137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -15541379.000000 Penalty: 5715.792969
	Iteration 166Q: 3 clusters Score -1.554138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -15541376.000000 Penalty: 5715.792969
	Iteration 167Q: 3 clusters Score -1.554138e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -15541368.000000 Penalty: 5715.792969
	Iteration 168Q: 3 clusters Score -1.554137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -15541357.000000 Penalty: 5715.792969
	Iteration 169Q: 3 clusters Score -1.554136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -15541351.000000 Penalty: 5715.792969
	Iteration 170Q: 3 clusters Score -1.554135e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -15541332.000000 Penalty: 5715.792969
	Iteration 171Q: 3 clusters Score -1.554133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -15541332.000000 Penalty: 5715.792969
	Iteration 172Q: 3 clusters Score -1.554133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -15541322.000000 Penalty: 5715.792969
	Iteration 173Q: 3 clusters Score -1.554132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -15541326.000000 Penalty: 5715.792969
	Iteration 174Q: 3 clusters Score -1.554133e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -15541326.000000 Penalty: 5715.792969
	Iteration 175Q: 3 clusters Score -1.554133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -15541321.000000 Penalty: 5715.792969
	Iteration 176Q: 3 clusters Score -1.554132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -15541311.000000 Penalty: 5715.792969
	Iteration 177Q: 3 clusters Score -1.554131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -15541318.000000 Penalty: 5715.792969
	Iteration 178Q: 3 clusters Score -1.554132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -15541317.000000 Penalty: 5715.792969
	Iteration 179Q: 3 clusters Score -1.554132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -15541317.000000 Penalty: 5715.792969
	Iteration 180F: 3 clusters Score -1.554132e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -15541316.000000 Penalty: 5715.792969
	Iteration 181Q: 3 clusters Score -1.554132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -15541302.000000 Penalty: 5715.792969
	Iteration 182Q: 3 clusters Score -1.55413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -15541287.000000 Penalty: 5715.792969
	Iteration 183Q: 3 clusters Score -1.554129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -15541291.000000 Penalty: 5715.792969
	Iteration 184Q: 3 clusters Score -1.554129e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -15541305.000000 Penalty: 5715.792969
	Iteration 185Q: 3 clusters Score -1.55413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -15541296.000000 Penalty: 5715.792969
	Iteration 186Q: 3 clusters Score -1.55413e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -15541303.000000 Penalty: 5715.792969
	Iteration 187Q: 3 clusters Score -1.55413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -15541320.000000 Penalty: 5715.792969
	Iteration 188Q: 3 clusters Score -1.554132e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -15541341.000000 Penalty: 5715.792969
	Iteration 189Q: 3 clusters Score -1.554134e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -15541336.000000 Penalty: 5715.792969
	Iteration 190Q: 3 clusters Score -1.554134e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -15541336.000000 Penalty: 5715.792969
	Iteration 191Q: 3 clusters Score -1.554134e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -15541319.000000 Penalty: 5715.792969
	Iteration 192Q: 3 clusters Score -1.554132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -15541313.000000 Penalty: 5715.792969
	Iteration 193Q: 3 clusters Score -1.554131e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -15541319.000000 Penalty: 5715.792969
	Iteration 194Q: 3 clusters Score -1.554132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -15541320.000000 Penalty: 5715.792969
	Iteration 195Q: 3 clusters Score -1.554132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -15541313.000000 Penalty: 5715.792969
	Iteration 196Q: 3 clusters Score -1.554131e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -15541339.000000 Penalty: 5715.792969
	Iteration 197Q: 3 clusters Score -1.554134e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -15541357.000000 Penalty: 5715.792969
	Iteration 198Q: 3 clusters Score -1.554136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -15541345.000000 Penalty: 5715.792969
	Iteration 199Q: 3 clusters Score -1.554134e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -15541366.000000 Penalty: 5715.792969
	Iteration 200F: 3 clusters Score -1.554137e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -15541390.000000 Penalty: 5715.792969
	Iteration 201Q: 3 clusters Score -1.554139e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -15541366.000000 Penalty: 5715.792969
	Iteration 202Q: 3 clusters Score -1.554137e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -15541418.000000 Penalty: 5715.792969
	Iteration 203Q: 3 clusters Score -1.554142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -15541407.000000 Penalty: 5715.792969
	Iteration 204Q: 3 clusters Score -1.554141e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -15541392.000000 Penalty: 5715.792969
	Iteration 205Q: 3 clusters Score -1.554139e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -15541385.000000 Penalty: 5715.792969
	Iteration 206Q: 3 clusters Score -1.554138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -15541379.000000 Penalty: 5715.792969
	Iteration 207Q: 3 clusters Score -1.554138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -15541363.000000 Penalty: 5715.792969
	Iteration 208Q: 3 clusters Score -1.554136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -15541373.000000 Penalty: 5715.792969
	Iteration 209Q: 3 clusters Score -1.554137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -15541379.000000 Penalty: 5715.792969
	Iteration 210Q: 3 clusters Score -1.554138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -15541385.000000 Penalty: 5715.792969
	Iteration 211Q: 3 clusters Score -1.554138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -15541389.000000 Penalty: 5715.792969
	Iteration 212Q: 3 clusters Score -1.554139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -15541368.000000 Penalty: 5715.792969
	Iteration 213Q: 3 clusters Score -1.554137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -15541368.000000 Penalty: 5715.792969
	Iteration 214Q: 3 clusters Score -1.554137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -15541384.000000 Penalty: 5715.792969
	Iteration 215Q: 3 clusters Score -1.554138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -15541369.000000 Penalty: 5715.792969
	Iteration 216Q: 3 clusters Score -1.554137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -15541348.000000 Penalty: 5715.792969
	Iteration 217Q: 3 clusters Score -1.554135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -15541370.000000 Penalty: 5715.792969
	Iteration 218Q: 3 clusters Score -1.554137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -15541371.000000 Penalty: 5715.792969
	Iteration 219Q: 3 clusters Score -1.554137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -15541379.000000 Penalty: 5715.792969
	Iteration 220F: 3 clusters Score -1.554138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -15541388.000000 Penalty: 5715.792969
	Iteration 221Q: 3 clusters Score -1.554139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -15541388.000000 Penalty: 5715.792969
	Iteration 222Q: 3 clusters Score -1.554139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -15541385.000000 Penalty: 5715.792969
	Iteration 223Q: 3 clusters Score -1.554138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -15541390.000000 Penalty: 5715.792969
	Iteration 224Q: 3 clusters Score -1.554139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -15541384.000000 Penalty: 5715.792969
	Iteration 225Q: 3 clusters Score -1.554138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -15541391.000000 Penalty: 5715.792969
	Iteration 226Q: 3 clusters Score -1.554139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -15541394.000000 Penalty: 5715.792969
	Iteration 227Q: 3 clusters Score -1.554139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -15541386.000000 Penalty: 5715.792969
	Iteration 228Q: 3 clusters Score -1.554139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -15541386.000000 Penalty: 5715.792969
	Iteration 229Q: 3 clusters Score -1.554139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -15541390.000000 Penalty: 5715.792969
	Iteration 230Q: 3 clusters Score -1.554139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -15541380.000000 Penalty: 5715.792969
	Iteration 231Q: 3 clusters Score -1.554138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -15541384.000000 Penalty: 5715.792969
	Iteration 232Q: 3 clusters Score -1.554138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -15541370.000000 Penalty: 5715.792969
	Iteration 233Q: 3 clusters Score -1.554137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -15541362.000000 Penalty: 5715.792969
	Iteration 234Q: 3 clusters Score -1.554136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -15541377.000000 Penalty: 5715.792969
	Iteration 235Q: 3 clusters Score -1.554138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -15541374.000000 Penalty: 5715.792969
	Iteration 236Q: 3 clusters Score -1.554137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -15541366.000000 Penalty: 5715.792969
	Iteration 237Q: 3 clusters Score -1.554137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -15541374.000000 Penalty: 5715.792969
	Iteration 238Q: 3 clusters Score -1.554137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -15541365.000000 Penalty: 5715.792969
	Iteration 239Q: 3 clusters Score -1.554136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -15541373.000000 Penalty: 5715.792969
	Iteration 240F: 3 clusters Score -1.554137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -15541370.000000 Penalty: 5715.792969
	Iteration 241Q: 3 clusters Score -1.554137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -15541369.000000 Penalty: 5715.792969
	Iteration 242Q: 3 clusters Score -1.554137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -15541364.000000 Penalty: 5715.792969
	Iteration 243Q: 3 clusters Score -1.554136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -15541359.000000 Penalty: 5715.792969
	Iteration 244Q: 3 clusters Score -1.554136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -15541352.000000 Penalty: 5715.792969
	Iteration 245Q: 3 clusters Score -1.554135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -15541344.000000 Penalty: 5715.792969
	Iteration 246Q: 3 clusters Score -1.554134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -15541371.000000 Penalty: 5715.792969
	Iteration 247Q: 3 clusters Score -1.554137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -15541362.000000 Penalty: 5715.792969
	Iteration 248Q: 3 clusters Score -1.554136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -15541361.000000 Penalty: 5715.792969
	Iteration 249Q: 3 clusters Score -1.554136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -15541375.000000 Penalty: 5715.792969
	Iteration 250Q: 3 clusters Score -1.554138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -15541372.000000 Penalty: 5715.792969
	Iteration 251Q: 3 clusters Score -1.554137e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -15541373.000000 Penalty: 5715.792969
	Iteration 252Q: 3 clusters Score -1.554137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -15541401.000000 Penalty: 5715.792969
	Iteration 253Q: 3 clusters Score -1.55414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -15541404.000000 Penalty: 5715.792969
	Iteration 254Q: 3 clusters Score -1.55414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -15541390.000000 Penalty: 5715.792969
	Iteration 255Q: 3 clusters Score -1.554139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -15541405.000000 Penalty: 5715.792969
	Iteration 256Q: 3 clusters Score -1.55414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -15541402.000000 Penalty: 5715.792969
	Iteration 257Q: 3 clusters Score -1.55414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -15541394.000000 Penalty: 5715.792969
	Iteration 258Q: 3 clusters Score -1.554139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -15541392.000000 Penalty: 5715.792969
	Iteration 259Q: 3 clusters Score -1.554139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -15541399.000000 Penalty: 5715.792969
	Iteration 260F: 3 clusters Score -1.55414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -15541410.000000 Penalty: 5715.792969
	Iteration 261Q: 3 clusters Score -1.554141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -15541420.000000 Penalty: 5715.792969
	Iteration 262Q: 3 clusters Score -1.554142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -15541414.000000 Penalty: 5715.792969
	Iteration 263Q: 3 clusters Score -1.554141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -15541427.000000 Penalty: 5715.792969
	Iteration 264Q: 3 clusters Score -1.554143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -15541423.000000 Penalty: 5715.792969
	Iteration 265Q: 3 clusters Score -1.554142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -15541436.000000 Penalty: 5715.792969
	Iteration 266Q: 3 clusters Score -1.554144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -15541436.000000 Penalty: 5715.792969
	Iteration 267Q: 3 clusters Score -1.554144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -15541455.000000 Penalty: 5715.792969
	Iteration 268Q: 3 clusters Score -1.554146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -15541457.000000 Penalty: 5715.792969
	Iteration 269Q: 3 clusters Score -1.554146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -15541445.000000 Penalty: 5715.792969
	Iteration 270Q: 3 clusters Score -1.554144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -15541438.000000 Penalty: 5715.792969
	Iteration 271Q: 3 clusters Score -1.554144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -15541438.000000 Penalty: 5715.792969
	Iteration 272Q: 3 clusters Score -1.554144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -15541439.000000 Penalty: 5715.792969
	Iteration 273Q: 3 clusters Score -1.554144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -15541447.000000 Penalty: 5715.792969
	Iteration 274Q: 3 clusters Score -1.554145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -15541457.000000 Penalty: 5715.792969
	Iteration 275Q: 3 clusters Score -1.554146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -15541475.000000 Penalty: 5715.792969
	Iteration 276Q: 3 clusters Score -1.554148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -15541480.000000 Penalty: 5715.792969
	Iteration 277Q: 3 clusters Score -1.554148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -15541479.000000 Penalty: 5715.792969
	Iteration 278Q: 3 clusters Score -1.554148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -15541467.000000 Penalty: 5715.792969
	Iteration 279Q: 3 clusters Score -1.554147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -15541467.000000 Penalty: 5715.792969
	Iteration 280F: 3 clusters Score -1.554147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -15541470.000000 Penalty: 5715.792969
	Iteration 281Q: 3 clusters Score -1.554147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -15541462.000000 Penalty: 5715.792969
	Iteration 282Q: 3 clusters Score -1.554146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -15541463.000000 Penalty: 5715.792969
	Iteration 283Q: 3 clusters Score -1.554146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -15541454.000000 Penalty: 5715.792969
	Iteration 284Q: 3 clusters Score -1.554145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -15541442.000000 Penalty: 5715.792969
	Iteration 285Q: 3 clusters Score -1.554144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -15541462.000000 Penalty: 5715.792969
	Iteration 286Q: 3 clusters Score -1.554146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -15541463.000000 Penalty: 5715.792969
	Iteration 287Q: 3 clusters Score -1.554146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -15541452.000000 Penalty: 5715.792969
	Iteration 288Q: 3 clusters Score -1.554145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -15541454.000000 Penalty: 5715.792969
	Iteration 289Q: 3 clusters Score -1.554145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -15541455.000000 Penalty: 5715.792969
	Iteration 290Q: 3 clusters Score -1.554146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -15541452.000000 Penalty: 5715.792969
	Iteration 291Q: 3 clusters Score -1.554145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -15541463.000000 Penalty: 5715.792969
	Iteration 292Q: 3 clusters Score -1.554146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -15541472.000000 Penalty: 5715.792969
	Iteration 293Q: 3 clusters Score -1.554147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -15541468.000000 Penalty: 5715.792969
	Iteration 294Q: 3 clusters Score -1.554147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -15541472.000000 Penalty: 5715.792969
	Iteration 295Q: 3 clusters Score -1.554147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -15541476.000000 Penalty: 5715.792969
	Iteration 296Q: 3 clusters Score -1.554148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -15541480.000000 Penalty: 5715.792969
	Iteration 297Q: 3 clusters Score -1.554148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -15541479.000000 Penalty: 5715.792969
	Iteration 298Q: 3 clusters Score -1.554148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -15541485.000000 Penalty: 5715.792969
	Iteration 299Q: 3 clusters Score -1.554148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -15541483.000000 Penalty: 5715.792969
	Iteration 300F: 3 clusters Score -1.554148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -15541490.000000 Penalty: 5715.792969
	Iteration 301Q: 3 clusters Score -1.554149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -15541493.000000 Penalty: 5715.792969
	Iteration 302Q: 3 clusters Score -1.554149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -15541484.000000 Penalty: 5715.792969
	Iteration 303Q: 3 clusters Score -1.554148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -15541497.000000 Penalty: 5715.792969
	Iteration 304Q: 3 clusters Score -1.55415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -15541489.000000 Penalty: 5715.792969
	Iteration 305Q: 3 clusters Score -1.554149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -15541493.000000 Penalty: 5715.792969
	Iteration 306Q: 3 clusters Score -1.554149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -15541510.000000 Penalty: 5715.792969
	Iteration 307Q: 3 clusters Score -1.554151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -15541506.000000 Penalty: 5715.792969
	Iteration 308Q: 3 clusters Score -1.554151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -15541504.000000 Penalty: 5715.792969
	Iteration 309Q: 3 clusters Score -1.55415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -15541507.000000 Penalty: 5715.792969
	Iteration 310Q: 3 clusters Score -1.554151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -15541503.000000 Penalty: 5715.792969
	Iteration 311Q: 3 clusters Score -1.55415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -15541491.000000 Penalty: 5715.792969
	Iteration 312Q: 3 clusters Score -1.554149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -15541491.000000 Penalty: 5715.792969
	Iteration 313Q: 3 clusters Score -1.554149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -15541509.000000 Penalty: 5715.792969
	Iteration 314Q: 3 clusters Score -1.554151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -15541508.000000 Penalty: 5715.792969
	Iteration 315Q: 3 clusters Score -1.554151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -15541515.000000 Penalty: 5715.792969
	Iteration 316Q: 3 clusters Score -1.554152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -15541505.000000 Penalty: 5715.792969
	Iteration 317Q: 3 clusters Score -1.55415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -15541510.000000 Penalty: 5715.792969
	Iteration 318Q: 3 clusters Score -1.554151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -15541505.000000 Penalty: 5715.792969
	Iteration 319Q: 3 clusters Score -1.55415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -15541521.000000 Penalty: 5715.792969
	Iteration 320F: 3 clusters Score -1.554152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -15541524.000000 Penalty: 5715.792969
	Iteration 321Q: 3 clusters Score -1.554152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -15541526.000000 Penalty: 5715.792969
	Iteration 322Q: 3 clusters Score -1.554153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -15541530.000000 Penalty: 5715.792969
	Iteration 323Q: 3 clusters Score -1.554153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -15541524.000000 Penalty: 5715.792969
	Iteration 324Q: 3 clusters Score -1.554152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -15541515.000000 Penalty: 5715.792969
	Iteration 325Q: 3 clusters Score -1.554152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -15541516.000000 Penalty: 5715.792969
	Iteration 326Q: 3 clusters Score -1.554152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -15541526.000000 Penalty: 5715.792969
	Iteration 327Q: 3 clusters Score -1.554153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -15541530.000000 Penalty: 5715.792969
	Iteration 328Q: 3 clusters Score -1.554153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -15541538.000000 Penalty: 5715.792969
	Iteration 329Q: 3 clusters Score -1.554154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -15541525.000000 Penalty: 5715.792969
	Iteration 330Q: 3 clusters Score -1.554152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -15541520.000000 Penalty: 5715.792969
	Iteration 331Q: 3 clusters Score -1.554152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -15541506.000000 Penalty: 5715.792969
	Iteration 332Q: 3 clusters Score -1.554151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -15541510.000000 Penalty: 5715.792969
	Iteration 333Q: 3 clusters Score -1.554151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -15541523.000000 Penalty: 5715.792969
	Iteration 334Q: 3 clusters Score -1.554152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -15541523.000000 Penalty: 5715.792969
	Iteration 335Q: 3 clusters Score -1.554152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -15541535.000000 Penalty: 5715.792969
	Iteration 336Q: 3 clusters Score -1.554154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -15541535.000000 Penalty: 5715.792969
	Iteration 337Q: 3 clusters Score -1.554154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -15541523.000000 Penalty: 5715.792969
	Iteration 338Q: 3 clusters Score -1.554152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -15541530.000000 Penalty: 5715.792969
	Iteration 339Q: 3 clusters Score -1.554153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -15541523.000000 Penalty: 5715.792969
	Iteration 340F: 3 clusters Score -1.554152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -15541516.000000 Penalty: 5715.792969
	Iteration 341Q: 3 clusters Score -1.554152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -15541527.000000 Penalty: 5715.792969
	Iteration 342Q: 3 clusters Score -1.554153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -15541527.000000 Penalty: 5715.792969
	Iteration 343Q: 3 clusters Score -1.554153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -15541526.000000 Penalty: 5715.792969
	Iteration 344Q: 3 clusters Score -1.554153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -15541514.000000 Penalty: 5715.792969
	Iteration 345Q: 3 clusters Score -1.554151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -15541504.000000 Penalty: 5715.792969
	Iteration 346Q: 3 clusters Score -1.55415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -15541514.000000 Penalty: 5715.792969
	Iteration 347Q: 3 clusters Score -1.554151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -15541515.000000 Penalty: 5715.792969
	Iteration 348Q: 3 clusters Score -1.554152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -15541511.000000 Penalty: 5715.792969
	Iteration 349Q: 3 clusters Score -1.554151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -15541512.000000 Penalty: 5715.792969
	Iteration 350Q: 3 clusters Score -1.554151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -15541515.000000 Penalty: 5715.792969
	Iteration 351Q: 3 clusters Score -1.554152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -15541512.000000 Penalty: 5715.792969
	Iteration 352Q: 3 clusters Score -1.554151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -15541512.000000 Penalty: 5715.792969
	Iteration 353Q: 3 clusters Score -1.554151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -15541524.000000 Penalty: 5715.792969
	Iteration 354Q: 3 clusters Score -1.554152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -15541521.000000 Penalty: 5715.792969
	Iteration 355Q: 3 clusters Score -1.554152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -15541521.000000 Penalty: 5715.792969
	Iteration 356F: 3 clusters Score -1.554152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Entering Unmasked Estep 
Score: -14806917.000000 Penalty: 2845.182373
	Iteration 0F: 2 clusters Score -1.480692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14743388.000000 Penalty: 5690.364746
	Iteration 0F: 3 clusters Score -1.474339e+07 nChanged 45391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -14769230.000000 Penalty: 5690.364746
	Iteration 1F: 3 clusters Score -1.476923e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -14770207.000000 Penalty: 5690.364746
	Iteration 2Q: 3 clusters Score -1.477021e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -14771729.000000 Penalty: 5690.364746
	Iteration 3Q: 3 clusters Score -1.477173e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -14774466.000000 Penalty: 5690.364746
	Iteration 4F: 3 clusters Score -1.477447e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -14779061.000000 Penalty: 5690.364746
	Iteration 5F: 3 clusters Score -1.477906e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -14785719.000000 Penalty: 5690.364746
	Iteration 6F: 3 clusters Score -1.478572e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -14792804.000000 Penalty: 5690.364746
	Iteration 7F: 3 clusters Score -1.47928e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -14798444.000000 Penalty: 5690.364746
	Iteration 8F: 3 clusters Score -1.479844e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -14801758.000000 Penalty: 5690.364746
	Iteration 9Q: 3 clusters Score -1.480176e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -14803448.000000 Penalty: 5690.364746
	Iteration 10Q: 3 clusters Score -1.480345e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -14804192.000000 Penalty: 5690.364746
	Iteration 11Q: 3 clusters Score -1.480419e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -14804449.000000 Penalty: 5690.364746
	Iteration 12Q: 3 clusters Score -1.480445e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -14804613.000000 Penalty: 5690.364746
	Iteration 13Q: 3 clusters Score -1.480461e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -14804690.000000 Penalty: 5690.364746
	Iteration 14Q: 3 clusters Score -1.480469e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -14804769.000000 Penalty: 5690.364746
	Iteration 15Q: 3 clusters Score -1.480477e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -14804804.000000 Penalty: 5690.364746
	Iteration 16Q: 3 clusters Score -1.48048e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -14804852.000000 Penalty: 5690.364746
	Iteration 17Q: 3 clusters Score -1.480485e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -14804846.000000 Penalty: 5690.364746
	Iteration 18Q: 3 clusters Score -1.480485e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -14804874.000000 Penalty: 5690.364746
	Iteration 19Q: 3 clusters Score -1.480487e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -14804927.000000 Penalty: 5690.364746
	Iteration 20F: 3 clusters Score -1.480493e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -14804946.000000 Penalty: 5690.364746
	Iteration 21Q: 3 clusters Score -1.480495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -14804948.000000 Penalty: 5690.364746
	Iteration 22Q: 3 clusters Score -1.480495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -14804954.000000 Penalty: 5690.364746
	Iteration 23Q: 3 clusters Score -1.480495e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -14804948.000000 Penalty: 5690.364746
	Iteration 24Q: 3 clusters Score -1.480495e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -14804943.000000 Penalty: 5690.364746
	Iteration 25Q: 3 clusters Score -1.480494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -14804955.000000 Penalty: 5690.364746
	Iteration 26Q: 3 clusters Score -1.480496e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -14804953.000000 Penalty: 5690.364746
	Iteration 27Q: 3 clusters Score -1.480495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -14804956.000000 Penalty: 5690.364746
	Iteration 28Q: 3 clusters Score -1.480496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -14804939.000000 Penalty: 5690.364746
	Iteration 29Q: 3 clusters Score -1.480494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -14804968.000000 Penalty: 5690.364746
	Iteration 30Q: 3 clusters Score -1.480497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -14804970.000000 Penalty: 5690.364746
	Iteration 31Q: 3 clusters Score -1.480497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -14804991.000000 Penalty: 5690.364746
	Iteration 32Q: 3 clusters Score -1.480499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14804994.000000 Penalty: 5690.364746
	Iteration 33Q: 3 clusters Score -1.480499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -14805005.000000 Penalty: 5690.364746
	Iteration 34Q: 3 clusters Score -1.4805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -14805033.000000 Penalty: 5690.364746
	Iteration 35Q: 3 clusters Score -1.480503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -14805017.000000 Penalty: 5690.364746
	Iteration 36Q: 3 clusters Score -1.480502e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -14805026.000000 Penalty: 5690.364746
	Iteration 37Q: 3 clusters Score -1.480503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -14805026.000000 Penalty: 5690.364746
	Iteration 38Q: 3 clusters Score -1.480503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -14805033.000000 Penalty: 5690.364746
	Iteration 39Q: 3 clusters Score -1.480503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -14805045.000000 Penalty: 5690.364746
	Iteration 40F: 3 clusters Score -1.480504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -14805039.000000 Penalty: 5690.364746
	Iteration 41Q: 3 clusters Score -1.480504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -14805012.000000 Penalty: 5690.364746
	Iteration 42Q: 3 clusters Score -1.480501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -14805032.000000 Penalty: 5690.364746
	Iteration 43Q: 3 clusters Score -1.480503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -14805026.000000 Penalty: 5690.364746
	Iteration 44Q: 3 clusters Score -1.480503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -14805019.000000 Penalty: 5690.364746
	Iteration 45Q: 3 clusters Score -1.480502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -14805047.000000 Penalty: 5690.364746
	Iteration 46Q: 3 clusters Score -1.480505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -14805048.000000 Penalty: 5690.364746
	Iteration 47Q: 3 clusters Score -1.480505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -14805044.000000 Penalty: 5690.364746
	Iteration 48Q: 3 clusters Score -1.480504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91873 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -14805055.000000 Penalty: 5690.364746
	Iteration 49Q: 3 clusters Score -1.480506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -14805054.000000 Penalty: 5690.364746
	Iteration 50Q: 3 clusters Score -1.480505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -14805046.000000 Penalty: 5690.364746
	Iteration 51Q: 3 clusters Score -1.480505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -14805052.000000 Penalty: 5690.364746
	Iteration 52Q: 3 clusters Score -1.480505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -14805053.000000 Penalty: 5690.364746
	Iteration 53Q: 3 clusters Score -1.480505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -14805045.000000 Penalty: 5690.364746
	Iteration 54Q: 3 clusters Score -1.480504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -14805052.000000 Penalty: 5690.364746
	Iteration 55Q: 3 clusters Score -1.480505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -14805026.000000 Penalty: 5690.364746
	Iteration 56Q: 3 clusters Score -1.480503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -14805020.000000 Penalty: 5690.364746
	Iteration 57Q: 3 clusters Score -1.480502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -14805029.000000 Penalty: 5690.364746
	Iteration 58Q: 3 clusters Score -1.480503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -14805050.000000 Penalty: 5690.364746
	Iteration 59Q: 3 clusters Score -1.480505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -14805047.000000 Penalty: 5690.364746
	Iteration 60F: 3 clusters Score -1.480505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14805043.000000 Penalty: 5690.364746
	Iteration 61Q: 3 clusters Score -1.480504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -14805031.000000 Penalty: 5690.364746
	Iteration 62Q: 3 clusters Score -1.480503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -14805012.000000 Penalty: 5690.364746
	Iteration 63Q: 3 clusters Score -1.480501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -14805017.000000 Penalty: 5690.364746
	Iteration 64Q: 3 clusters Score -1.480502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -14805015.000000 Penalty: 5690.364746
	Iteration 65Q: 3 clusters Score -1.480502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -14805013.000000 Penalty: 5690.364746
	Iteration 66Q: 3 clusters Score -1.480501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -14805027.000000 Penalty: 5690.364746
	Iteration 67Q: 3 clusters Score -1.480503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -14805027.000000 Penalty: 5690.364746
	Iteration 68Q: 3 clusters Score -1.480503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -14805025.000000 Penalty: 5690.364746
	Iteration 69Q: 3 clusters Score -1.480502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -14805020.000000 Penalty: 5690.364746
	Iteration 70Q: 3 clusters Score -1.480502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -14805023.000000 Penalty: 5690.364746
	Iteration 71Q: 3 clusters Score -1.480502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -14805027.000000 Penalty: 5690.364746
	Iteration 72Q: 3 clusters Score -1.480503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -14805043.000000 Penalty: 5690.364746
	Iteration 73Q: 3 clusters Score -1.480504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -14805036.000000 Penalty: 5690.364746
	Iteration 74Q: 3 clusters Score -1.480504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -14805036.000000 Penalty: 5690.364746
	Iteration 75Q: 3 clusters Score -1.480504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -14805034.000000 Penalty: 5690.364746
	Iteration 76Q: 3 clusters Score -1.480503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -14805033.000000 Penalty: 5690.364746
	Iteration 77Q: 3 clusters Score -1.480503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -14805033.000000 Penalty: 5690.364746
	Iteration 78F: 3 clusters Score -1.480503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -263750.625000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -263750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261293.578125 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -261293.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262609.156250 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -262609.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -263779.562500 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -263779.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264776.468750 Penalty: 3767.561523
	Iteration 3F: 3 clusters Score -264776.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265313.406250 Penalty: 3767.561523
	Iteration 4F: 3 clusters Score -265313.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -265613.750000 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -265613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -265711.156250 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -265711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -265794.593750 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -265794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -265874.781250 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -265874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -265969.781250 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -265969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -266019.406250 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -266019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266027.500000 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -266027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -266034.812500 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -266034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -266038.437500 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -266038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -266044.312500 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -266044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -266049.250000 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -266049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -266050.437500 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -266050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -266051.093750 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -266051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -266051.093750 Penalty: 3767.561523
	Iteration 18F: 3 clusters Score -266051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 101091 members 
Mstep: Class 3 contains 96039 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 17103 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 61418 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31605 members 
Mstep: Class 12 contains 65670 members 
Mstep: Class 13 contains 100014 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 110634 members 
Mstep: Class 16 contains 22448 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 15589 members 
Mstep: Class 19 contains 49218 members 
Mstep: Class 20 contains 99169 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 87482 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1429 members 
Entering Unmasked Estep 
Score: -137781424.000000 Penalty: 85112.554688
Splitting cluster 4 changes total score from -137776560.000000 to -137781424.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -297626.375000 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -297626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -295064.687500 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -295064.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295505.593750 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -295505.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -295608.343750 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -295608.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -295672.656250 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -295672.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -295705.531250 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -295705.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -295726.937500 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -295726.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -295738.187500 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -295738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -295745.531250 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -295745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -295750.812500 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -295750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -295753.812500 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -295753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -295757.187500 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -295757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -295762.718750 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -295762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -295765.625000 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -295765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -295770.093750 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -295770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -295772.562500 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -295772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -295775.000000 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -295775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -295780.156250 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -295780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295784.187500 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -295784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -295788.375000 Penalty: 3751.089844
	Iteration 18Q: 3 clusters Score -295788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -295792.718750 Penalty: 3751.089844
	Iteration 19Q: 3 clusters Score -295792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -295795.687500 Penalty: 3751.089844
	Iteration 20F: 3 clusters Score -295795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295796.781250 Penalty: 3751.089844
	Iteration 21Q: 3 clusters Score -295796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -295797.531250 Penalty: 3751.089844
	Iteration 22Q: 3 clusters Score -295797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295799.968750 Penalty: 3751.089844
	Iteration 23Q: 3 clusters Score -295800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295801.406250 Penalty: 3751.089844
	Iteration 24Q: 3 clusters Score -295801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295801.406250 Penalty: 3751.089844
	Iteration 25F: 3 clusters Score -295801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Entering Unmasked Estep 
Score: -526564.562500 Penalty: 2029.551880
	Iteration 0F: 2 clusters Score -526564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -522914.125000 Penalty: 4059.103760
	Iteration 0F: 3 clusters Score -522914.1 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -523716.625000 Penalty: 4059.103760
	Iteration 1F: 3 clusters Score -523716.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -523884.843750 Penalty: 4059.103760
	Iteration 2F: 3 clusters Score -523884.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -523999.250000 Penalty: 4059.103760
	Iteration 3Q: 3 clusters Score -523999.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -524078.625000 Penalty: 4059.103760
	Iteration 4Q: 3 clusters Score -524078.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -524133.625000 Penalty: 4059.103760
	Iteration 5Q: 3 clusters Score -524133.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -524189.812500 Penalty: 4059.103760
	Iteration 6Q: 3 clusters Score -524189.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -524252.593750 Penalty: 4059.103760
	Iteration 7Q: 3 clusters Score -524252.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -524328.312500 Penalty: 4059.103760
	Iteration 8Q: 3 clusters Score -524328.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -524407.312500 Penalty: 4059.103760
	Iteration 9Q: 3 clusters Score -524407.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -524479.187500 Penalty: 4059.103760
	Iteration 10Q: 3 clusters Score -524479.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -524545.687500 Penalty: 4059.103760
	Iteration 11Q: 3 clusters Score -524545.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -524600.375000 Penalty: 4059.103760
	Iteration 12Q: 3 clusters Score -524600.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -524666.250000 Penalty: 4059.103760
	Iteration 13Q: 3 clusters Score -524666.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -524723.625000 Penalty: 4059.103760
	Iteration 14Q: 3 clusters Score -524723.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -524780.125000 Penalty: 4059.103760
	Iteration 15Q: 3 clusters Score -524780.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -524832.625000 Penalty: 4059.103760
	Iteration 16Q: 3 clusters Score -524832.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -524880.375000 Penalty: 4059.103760
	Iteration 17Q: 3 clusters Score -524880.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -524924.562500 Penalty: 4059.103760
	Iteration 18Q: 3 clusters Score -524924.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -524961.812500 Penalty: 4059.103760
	Iteration 19Q: 3 clusters Score -524961.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -524999.375000 Penalty: 4059.103760
	Iteration 20F: 3 clusters Score -524999.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -525027.687500 Penalty: 4059.103760
	Iteration 21Q: 3 clusters Score -525027.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -525053.937500 Penalty: 4059.103760
	Iteration 22Q: 3 clusters Score -525053.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -525076.812500 Penalty: 4059.103760
	Iteration 23Q: 3 clusters Score -525076.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -525095.500000 Penalty: 4059.103760
	Iteration 24Q: 3 clusters Score -525095.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -525115.875000 Penalty: 4059.103760
	Iteration 25Q: 3 clusters Score -525115.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -525133.312500 Penalty: 4059.103760
	Iteration 26Q: 3 clusters Score -525133.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -525148.312500 Penalty: 4059.103760
	Iteration 27Q: 3 clusters Score -525148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -525157.812500 Penalty: 4059.103760
	Iteration 28Q: 3 clusters Score -525157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -525162.687500 Penalty: 4059.103760
	Iteration 29Q: 3 clusters Score -525162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -525166.562500 Penalty: 4059.103760
	Iteration 30Q: 3 clusters Score -525166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -525171.500000 Penalty: 4059.103760
	Iteration 31Q: 3 clusters Score -525171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -525176.125000 Penalty: 4059.103760
	Iteration 32Q: 3 clusters Score -525176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -525182.625000 Penalty: 4059.103760
	Iteration 33Q: 3 clusters Score -525182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -525186.687500 Penalty: 4059.103760
	Iteration 34Q: 3 clusters Score -525186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -525190.437500 Penalty: 4059.103760
	Iteration 35Q: 3 clusters Score -525190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -525192.687500 Penalty: 4059.103760
	Iteration 36Q: 3 clusters Score -525192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -525193.562500 Penalty: 4059.103760
	Iteration 37Q: 3 clusters Score -525193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -525194.500000 Penalty: 4059.103760
	Iteration 38Q: 3 clusters Score -525194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -525195.062500 Penalty: 4059.103760
	Iteration 39Q: 3 clusters Score -525195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -525196.000000 Penalty: 4059.103760
	Iteration 40F: 3 clusters Score -525196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -525197.062500 Penalty: 4059.103760
	Iteration 41Q: 3 clusters Score -525197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -525201.062500 Penalty: 4059.103760
	Iteration 42Q: 3 clusters Score -525201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -525205.812500 Penalty: 4059.103760
	Iteration 43Q: 3 clusters Score -525205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -525207.250000 Penalty: 4059.103760
	Iteration 44Q: 3 clusters Score -525207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -525207.687500 Penalty: 4059.103760
	Iteration 45Q: 3 clusters Score -525207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -525207.687500 Penalty: 4059.103760
	Iteration 46F: 3 clusters Score -525207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Entering Unmasked Estep 
Score: -2412483.250000 Penalty: 2417.258301
	Iteration 0F: 2 clusters Score -2412483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2400249.250000 Penalty: 4834.516602
	Iteration 0F: 3 clusters Score -2400249 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2404980.250000 Penalty: 4834.516602
	Iteration 1F: 3 clusters Score -2404980 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2405929.250000 Penalty: 4834.516602
	Iteration 2F: 3 clusters Score -2405929 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2406839.000000 Penalty: 4834.516602
	Iteration 3F: 3 clusters Score -2406839 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2407703.000000 Penalty: 4834.516602
	Iteration 4F: 3 clusters Score -2407703 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2408613.500000 Penalty: 4834.516602
	Iteration 5F: 3 clusters Score -2408614 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2409455.250000 Penalty: 4834.516602
	Iteration 6F: 3 clusters Score -2409455 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2410120.000000 Penalty: 4834.516602
	Iteration 7F: 3 clusters Score -2410120 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2410622.500000 Penalty: 4834.516602
	Iteration 8Q: 3 clusters Score -2410622 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2410943.000000 Penalty: 4834.516602
	Iteration 9Q: 3 clusters Score -2410943 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2411094.000000 Penalty: 4834.516602
	Iteration 10Q: 3 clusters Score -2411094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2411183.750000 Penalty: 4834.516602
	Iteration 11Q: 3 clusters Score -2411184 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2411258.750000 Penalty: 4834.516602
	Iteration 12Q: 3 clusters Score -2411259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2411306.250000 Penalty: 4834.516602
	Iteration 13Q: 3 clusters Score -2411306 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2411337.500000 Penalty: 4834.516602
	Iteration 14Q: 3 clusters Score -2411338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2411363.500000 Penalty: 4834.516602
	Iteration 15Q: 3 clusters Score -2411364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2411385.000000 Penalty: 4834.516602
	Iteration 16Q: 3 clusters Score -2411385 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2411413.000000 Penalty: 4834.516602
	Iteration 17Q: 3 clusters Score -2411413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2411437.750000 Penalty: 4834.516602
	Iteration 18Q: 3 clusters Score -2411438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2411466.000000 Penalty: 4834.516602
	Iteration 19Q: 3 clusters Score -2411466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2411487.250000 Penalty: 4834.516602
	Iteration 20F: 3 clusters Score -2411487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2411519.750000 Penalty: 4834.516602
	Iteration 21Q: 3 clusters Score -2411520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2411547.500000 Penalty: 4834.516602
	Iteration 22Q: 3 clusters Score -2411548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2411572.750000 Penalty: 4834.516602
	Iteration 23Q: 3 clusters Score -2411573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2411608.250000 Penalty: 4834.516602
	Iteration 24Q: 3 clusters Score -2411608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2411630.000000 Penalty: 4834.516602
	Iteration 25Q: 3 clusters Score -2411630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2411666.000000 Penalty: 4834.516602
	Iteration 26Q: 3 clusters Score -2411666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2411694.500000 Penalty: 4834.516602
	Iteration 27Q: 3 clusters Score -2411694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2411739.000000 Penalty: 4834.516602
	Iteration 28Q: 3 clusters Score -2411739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2411792.000000 Penalty: 4834.516602
	Iteration 29Q: 3 clusters Score -2411792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2411831.500000 Penalty: 4834.516602
	Iteration 30Q: 3 clusters Score -2411832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2411870.750000 Penalty: 4834.516602
	Iteration 31Q: 3 clusters Score -2411871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2411915.250000 Penalty: 4834.516602
	Iteration 32Q: 3 clusters Score -2411915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2411950.000000 Penalty: 4834.516602
	Iteration 33Q: 3 clusters Score -2411950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2411980.750000 Penalty: 4834.516602
	Iteration 34Q: 3 clusters Score -2411981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2412012.500000 Penalty: 4834.516602
	Iteration 35Q: 3 clusters Score -2412012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2412029.000000 Penalty: 4834.516602
	Iteration 36Q: 3 clusters Score -2412029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2412057.250000 Penalty: 4834.516602
	Iteration 37Q: 3 clusters Score -2412057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2412081.750000 Penalty: 4834.516602
	Iteration 38Q: 3 clusters Score -2412082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2412097.500000 Penalty: 4834.516602
	Iteration 39Q: 3 clusters Score -2412098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2412107.000000 Penalty: 4834.516602
	Iteration 40F: 3 clusters Score -2412107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2412118.000000 Penalty: 4834.516602
	Iteration 41Q: 3 clusters Score -2412118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2412128.750000 Penalty: 4834.516602
	Iteration 42Q: 3 clusters Score -2412129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2412132.000000 Penalty: 4834.516602
	Iteration 43Q: 3 clusters Score -2412132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2412130.250000 Penalty: 4834.516602
	Iteration 44Q: 3 clusters Score -2412130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2412140.250000 Penalty: 4834.516602
	Iteration 45Q: 3 clusters Score -2412140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2412143.000000 Penalty: 4834.516602
	Iteration 46Q: 3 clusters Score -2412143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2412148.500000 Penalty: 4834.516602
	Iteration 47Q: 3 clusters Score -2412148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2412152.250000 Penalty: 4834.516602
	Iteration 48Q: 3 clusters Score -2412152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2412156.000000 Penalty: 4834.516602
	Iteration 49Q: 3 clusters Score -2412156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2412154.250000 Penalty: 4834.516602
	Iteration 50Q: 3 clusters Score -2412154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2412160.250000 Penalty: 4834.516602
	Iteration 51Q: 3 clusters Score -2412160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2412161.000000 Penalty: 4834.516602
	Iteration 52Q: 3 clusters Score -2412161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2412157.500000 Penalty: 4834.516602
	Iteration 53Q: 3 clusters Score -2412158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2412162.250000 Penalty: 4834.516602
	Iteration 54Q: 3 clusters Score -2412162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2412165.750000 Penalty: 4834.516602
	Iteration 55Q: 3 clusters Score -2412166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2412167.250000 Penalty: 4834.516602
	Iteration 56Q: 3 clusters Score -2412167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2412168.000000 Penalty: 4834.516602
	Iteration 57Q: 3 clusters Score -2412168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2412164.000000 Penalty: 4834.516602
	Iteration 58Q: 3 clusters Score -2412164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2412168.500000 Penalty: 4834.516602
	Iteration 59Q: 3 clusters Score -2412168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2412173.250000 Penalty: 4834.516602
	Iteration 60F: 3 clusters Score -2412173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2412176.000000 Penalty: 4834.516602
	Iteration 61Q: 3 clusters Score -2412176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2412178.750000 Penalty: 4834.516602
	Iteration 62Q: 3 clusters Score -2412179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2412178.750000 Penalty: 4834.516602
	Iteration 63Q: 3 clusters Score -2412179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2412179.250000 Penalty: 4834.516602
	Iteration 64Q: 3 clusters Score -2412179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2412185.250000 Penalty: 4834.516602
	Iteration 65Q: 3 clusters Score -2412185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2412182.500000 Penalty: 4834.516602
	Iteration 66Q: 3 clusters Score -2412182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2412182.750000 Penalty: 4834.516602
	Iteration 67Q: 3 clusters Score -2412183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2412188.500000 Penalty: 4834.516602
	Iteration 68Q: 3 clusters Score -2412188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2412188.250000 Penalty: 4834.516602
	Iteration 69Q: 3 clusters Score -2412188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2412193.250000 Penalty: 4834.516602
	Iteration 70Q: 3 clusters Score -2412193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2412196.750000 Penalty: 4834.516602
	Iteration 71Q: 3 clusters Score -2412197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2412196.500000 Penalty: 4834.516602
	Iteration 72Q: 3 clusters Score -2412196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2412194.000000 Penalty: 4834.516602
	Iteration 73Q: 3 clusters Score -2412194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2412199.500000 Penalty: 4834.516602
	Iteration 74Q: 3 clusters Score -2412200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2412201.000000 Penalty: 4834.516602
	Iteration 75Q: 3 clusters Score -2412201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2412199.500000 Penalty: 4834.516602
	Iteration 76Q: 3 clusters Score -2412200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2412203.500000 Penalty: 4834.516602
	Iteration 77Q: 3 clusters Score -2412204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2412203.000000 Penalty: 4834.516602
	Iteration 78Q: 3 clusters Score -2412203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2412203.250000 Penalty: 4834.516602
	Iteration 79Q: 3 clusters Score -2412203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2412203.250000 Penalty: 4834.516602
	Iteration 80F: 3 clusters Score -2412203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2412206.000000 Penalty: 4834.516602
	Iteration 81Q: 3 clusters Score -2412206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2412205.750000 Penalty: 4834.516602
	Iteration 82Q: 3 clusters Score -2412206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2412205.750000 Penalty: 4834.516602
	Iteration 83Q: 3 clusters Score -2412206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2412203.750000 Penalty: 4834.516602
	Iteration 84Q: 3 clusters Score -2412204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2412207.750000 Penalty: 4834.516602
	Iteration 85Q: 3 clusters Score -2412208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2412205.000000 Penalty: 4834.516602
	Iteration 86Q: 3 clusters Score -2412205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2412205.000000 Penalty: 4834.516602
	Iteration 87F: 3 clusters Score -2412205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Entering Unmasked Estep 
Score: -2209304.000000 Penalty: 2373.266357
	Iteration 0F: 2 clusters Score -2209304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2198873.750000 Penalty: 4746.532715
	Iteration 0F: 3 clusters Score -2198874 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2202119.750000 Penalty: 4746.532715
	Iteration 1F: 3 clusters Score -2202120 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2202629.750000 Penalty: 4746.532715
	Iteration 2F: 3 clusters Score -2202630 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2203121.500000 Penalty: 4746.532715
	Iteration 3F: 3 clusters Score -2203122 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2203717.250000 Penalty: 4746.532715
	Iteration 4F: 3 clusters Score -2203717 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2204366.250000 Penalty: 4746.532715
	Iteration 5F: 3 clusters Score -2204366 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2204987.250000 Penalty: 4746.532715
	Iteration 6F: 3 clusters Score -2204987 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2205577.500000 Penalty: 4746.532715
	Iteration 7F: 3 clusters Score -2205578 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2206124.750000 Penalty: 4746.532715
	Iteration 8Q: 3 clusters Score -2206125 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2206565.000000 Penalty: 4746.532715
	Iteration 9Q: 3 clusters Score -2206565 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2206910.500000 Penalty: 4746.532715
	Iteration 10Q: 3 clusters Score -2206910 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2207143.500000 Penalty: 4746.532715
	Iteration 11Q: 3 clusters Score -2207144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2207303.000000 Penalty: 4746.532715
	Iteration 12Q: 3 clusters Score -2207303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2207394.250000 Penalty: 4746.532715
	Iteration 13Q: 3 clusters Score -2207394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2207465.750000 Penalty: 4746.532715
	Iteration 14Q: 3 clusters Score -2207466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2207488.000000 Penalty: 4746.532715
	Iteration 15Q: 3 clusters Score -2207488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2207507.750000 Penalty: 4746.532715
	Iteration 16Q: 3 clusters Score -2207508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2207525.750000 Penalty: 4746.532715
	Iteration 17Q: 3 clusters Score -2207526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2207528.250000 Penalty: 4746.532715
	Iteration 18Q: 3 clusters Score -2207528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2207533.750000 Penalty: 4746.532715
	Iteration 19Q: 3 clusters Score -2207534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2207534.250000 Penalty: 4746.532715
	Iteration 20F: 3 clusters Score -2207534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2207536.750000 Penalty: 4746.532715
	Iteration 21Q: 3 clusters Score -2207537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2207539.250000 Penalty: 4746.532715
	Iteration 22Q: 3 clusters Score -2207539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2207538.500000 Penalty: 4746.532715
	Iteration 23Q: 3 clusters Score -2207538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2207541.500000 Penalty: 4746.532715
	Iteration 24Q: 3 clusters Score -2207542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2207541.500000 Penalty: 4746.532715
	Iteration 25F: 3 clusters Score -2207542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Entering Unmasked Estep 
Score: -9224093.000000 Penalty: 2734.313721
	Iteration 0F: 2 clusters Score -9224093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -9182774.000000 Penalty: 5468.627441
	Iteration 0F: 3 clusters Score -9182774 nChanged 28553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -9199536.000000 Penalty: 5468.627441
	Iteration 1F: 3 clusters Score -9199536 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -9200751.000000 Penalty: 5468.627441
	Iteration 2Q: 3 clusters Score -9200751 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -9202166.000000 Penalty: 5468.627441
	Iteration 3Q: 3 clusters Score -9202166 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -9203920.000000 Penalty: 5468.627441
	Iteration 4F: 3 clusters Score -9203920 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -9205761.000000 Penalty: 5468.627441
	Iteration 5F: 3 clusters Score -9205761 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -9207698.000000 Penalty: 5468.627441
	Iteration 6F: 3 clusters Score -9207698 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -9209647.000000 Penalty: 5468.627441
	Iteration 7F: 3 clusters Score -9209647 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -9211643.000000 Penalty: 5468.627441
	Iteration 8F: 3 clusters Score -9211643 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -9213329.000000 Penalty: 5468.627441
	Iteration 9Q: 3 clusters Score -9213329 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -9214697.000000 Penalty: 5468.627441
	Iteration 10Q: 3 clusters Score -9214697 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -9215504.000000 Penalty: 5468.627441
	Iteration 11Q: 3 clusters Score -9215504 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -9216076.000000 Penalty: 5468.627441
	Iteration 12Q: 3 clusters Score -9216076 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -9216504.000000 Penalty: 5468.627441
	Iteration 13Q: 3 clusters Score -9216504 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -9216857.000000 Penalty: 5468.627441
	Iteration 14Q: 3 clusters Score -9216857 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -9217237.000000 Penalty: 5468.627441
	Iteration 15Q: 3 clusters Score -9217237 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -9217587.000000 Penalty: 5468.627441
	Iteration 16Q: 3 clusters Score -9217587 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -9217942.000000 Penalty: 5468.627441
	Iteration 17Q: 3 clusters Score -9217942 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -9218331.000000 Penalty: 5468.627441
	Iteration 18Q: 3 clusters Score -9218331 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9218729.000000 Penalty: 5468.627441
	Iteration 19Q: 3 clusters Score -9218729 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -9219109.000000 Penalty: 5468.627441
	Iteration 20F: 3 clusters Score -9219109 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9219504.000000 Penalty: 5468.627441
	Iteration 21Q: 3 clusters Score -9219504 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -9219909.000000 Penalty: 5468.627441
	Iteration 22Q: 3 clusters Score -9219909 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9220248.000000 Penalty: 5468.627441
	Iteration 23Q: 3 clusters Score -9220248 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -9220555.000000 Penalty: 5468.627441
	Iteration 24Q: 3 clusters Score -9220555 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -9220878.000000 Penalty: 5468.627441
	Iteration 25Q: 3 clusters Score -9220878 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -9221154.000000 Penalty: 5468.627441
	Iteration 26Q: 3 clusters Score -9221154 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -9221416.000000 Penalty: 5468.627441
	Iteration 27Q: 3 clusters Score -9221416 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -9221593.000000 Penalty: 5468.627441
	Iteration 28Q: 3 clusters Score -9221593 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -9221773.000000 Penalty: 5468.627441
	Iteration 29Q: 3 clusters Score -9221773 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -9221869.000000 Penalty: 5468.627441
	Iteration 30Q: 3 clusters Score -9221869 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -9221950.000000 Penalty: 5468.627441
	Iteration 31Q: 3 clusters Score -9221950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -9222062.000000 Penalty: 5468.627441
	Iteration 32Q: 3 clusters Score -9222062 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -9222129.000000 Penalty: 5468.627441
	Iteration 33Q: 3 clusters Score -9222129 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -9222243.000000 Penalty: 5468.627441
	Iteration 34Q: 3 clusters Score -9222243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -9222326.000000 Penalty: 5468.627441
	Iteration 35Q: 3 clusters Score -9222326 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -9222397.000000 Penalty: 5468.627441
	Iteration 36Q: 3 clusters Score -9222397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -9222422.000000 Penalty: 5468.627441
	Iteration 37Q: 3 clusters Score -9222422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -9222458.000000 Penalty: 5468.627441
	Iteration 38Q: 3 clusters Score -9222458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -9222488.000000 Penalty: 5468.627441
	Iteration 39Q: 3 clusters Score -9222488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -9222513.000000 Penalty: 5468.627441
	Iteration 40F: 3 clusters Score -9222513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -9222530.000000 Penalty: 5468.627441
	Iteration 41Q: 3 clusters Score -9222530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -9222537.000000 Penalty: 5468.627441
	Iteration 42Q: 3 clusters Score -9222537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -9222551.000000 Penalty: 5468.627441
	Iteration 43Q: 3 clusters Score -9222551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -9222552.000000 Penalty: 5468.627441
	Iteration 44Q: 3 clusters Score -9222552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -9222566.000000 Penalty: 5468.627441
	Iteration 45Q: 3 clusters Score -9222566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -9222565.000000 Penalty: 5468.627441
	Iteration 46Q: 3 clusters Score -9222565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -9222578.000000 Penalty: 5468.627441
	Iteration 47Q: 3 clusters Score -9222578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -9222578.000000 Penalty: 5468.627441
	Iteration 48Q: 3 clusters Score -9222578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -9222582.000000 Penalty: 5468.627441
	Iteration 49Q: 3 clusters Score -9222582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -9222585.000000 Penalty: 5468.627441
	Iteration 50Q: 3 clusters Score -9222585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -9222580.000000 Penalty: 5468.627441
	Iteration 51Q: 3 clusters Score -9222580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -9222579.000000 Penalty: 5468.627441
	Iteration 52Q: 3 clusters Score -9222579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -9222584.000000 Penalty: 5468.627441
	Iteration 53Q: 3 clusters Score -9222584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -9222599.000000 Penalty: 5468.627441
	Iteration 54Q: 3 clusters Score -9222599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -9222597.000000 Penalty: 5468.627441
	Iteration 55Q: 3 clusters Score -9222597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -9222604.000000 Penalty: 5468.627441
	Iteration 56Q: 3 clusters Score -9222604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -9222601.000000 Penalty: 5468.627441
	Iteration 57Q: 3 clusters Score -9222601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -9222608.000000 Penalty: 5468.627441
	Iteration 58Q: 3 clusters Score -9222608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -9222611.000000 Penalty: 5468.627441
	Iteration 59Q: 3 clusters Score -9222611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -9222616.000000 Penalty: 5468.627441
	Iteration 60F: 3 clusters Score -9222616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -9222626.000000 Penalty: 5468.627441
	Iteration 61Q: 3 clusters Score -9222626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -9222627.000000 Penalty: 5468.627441
	Iteration 62Q: 3 clusters Score -9222627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -9222624.000000 Penalty: 5468.627441
	Iteration 63Q: 3 clusters Score -9222624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -9222634.000000 Penalty: 5468.627441
	Iteration 64Q: 3 clusters Score -9222634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -9222644.000000 Penalty: 5468.627441
	Iteration 65Q: 3 clusters Score -9222644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -9222644.000000 Penalty: 5468.627441
	Iteration 66Q: 3 clusters Score -9222644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -9222656.000000 Penalty: 5468.627441
	Iteration 67Q: 3 clusters Score -9222656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -9222670.000000 Penalty: 5468.627441
	Iteration 68Q: 3 clusters Score -9222670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -9222663.000000 Penalty: 5468.627441
	Iteration 69Q: 3 clusters Score -9222663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -9222677.000000 Penalty: 5468.627441
	Iteration 70Q: 3 clusters Score -9222677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -9222678.000000 Penalty: 5468.627441
	Iteration 71Q: 3 clusters Score -9222678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -9222707.000000 Penalty: 5468.627441
	Iteration 72Q: 3 clusters Score -9222707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -9222684.000000 Penalty: 5468.627441
	Iteration 73Q: 3 clusters Score -9222684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -9222689.000000 Penalty: 5468.627441
	Iteration 74Q: 3 clusters Score -9222689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -9222695.000000 Penalty: 5468.627441
	Iteration 75Q: 3 clusters Score -9222695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -9222695.000000 Penalty: 5468.627441
	Iteration 76Q: 3 clusters Score -9222695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -9222688.000000 Penalty: 5468.627441
	Iteration 77Q: 3 clusters Score -9222688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -9222694.000000 Penalty: 5468.627441
	Iteration 78Q: 3 clusters Score -9222694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -9222690.000000 Penalty: 5468.627441
	Iteration 79Q: 3 clusters Score -9222690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -9222687.000000 Penalty: 5468.627441
	Iteration 80F: 3 clusters Score -9222687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -9222689.000000 Penalty: 5468.627441
	Iteration 81Q: 3 clusters Score -9222689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -9222699.000000 Penalty: 5468.627441
	Iteration 82Q: 3 clusters Score -9222699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -9222698.000000 Penalty: 5468.627441
	Iteration 83Q: 3 clusters Score -9222698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -9222687.000000 Penalty: 5468.627441
	Iteration 84Q: 3 clusters Score -9222687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -9222680.000000 Penalty: 5468.627441
	Iteration 85Q: 3 clusters Score -9222680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -9222684.000000 Penalty: 5468.627441
	Iteration 86Q: 3 clusters Score -9222684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -9222682.000000 Penalty: 5468.627441
	Iteration 87Q: 3 clusters Score -9222682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -9222679.000000 Penalty: 5468.627441
	Iteration 88Q: 3 clusters Score -9222679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -9222692.000000 Penalty: 5468.627441
	Iteration 89Q: 3 clusters Score -9222692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -9222695.000000 Penalty: 5468.627441
	Iteration 90Q: 3 clusters Score -9222695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -9222708.000000 Penalty: 5468.627441
	Iteration 91Q: 3 clusters Score -9222708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -9222705.000000 Penalty: 5468.627441
	Iteration 92Q: 3 clusters Score -9222705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -9222706.000000 Penalty: 5468.627441
	Iteration 93Q: 3 clusters Score -9222706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -9222704.000000 Penalty: 5468.627441
	Iteration 94Q: 3 clusters Score -9222704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -9222710.000000 Penalty: 5468.627441
	Iteration 95Q: 3 clusters Score -9222710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -9222707.000000 Penalty: 5468.627441
	Iteration 96Q: 3 clusters Score -9222707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -9222706.000000 Penalty: 5468.627441
	Iteration 97Q: 3 clusters Score -9222706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -9222703.000000 Penalty: 5468.627441
	Iteration 98Q: 3 clusters Score -9222703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -9222701.000000 Penalty: 5468.627441
	Iteration 99Q: 3 clusters Score -9222701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -9222710.000000 Penalty: 5468.627441
	Iteration 100F: 3 clusters Score -9222710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -9222706.000000 Penalty: 5468.627441
	Iteration 101Q: 3 clusters Score -9222706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -9222705.000000 Penalty: 5468.627441
	Iteration 102Q: 3 clusters Score -9222705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -9222712.000000 Penalty: 5468.627441
	Iteration 103Q: 3 clusters Score -9222712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -9222715.000000 Penalty: 5468.627441
	Iteration 104Q: 3 clusters Score -9222715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -9222704.000000 Penalty: 5468.627441
	Iteration 105Q: 3 clusters Score -9222704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -9222707.000000 Penalty: 5468.627441
	Iteration 106Q: 3 clusters Score -9222707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -9222711.000000 Penalty: 5468.627441
	Iteration 107Q: 3 clusters Score -9222711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -9222712.000000 Penalty: 5468.627441
	Iteration 108Q: 3 clusters Score -9222712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -9222708.000000 Penalty: 5468.627441
	Iteration 109Q: 3 clusters Score -9222708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -9222707.000000 Penalty: 5468.627441
	Iteration 110Q: 3 clusters Score -9222707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -9222707.000000 Penalty: 5468.627441
	Iteration 111F: 3 clusters Score -9222707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -26346.857422 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -26346.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25229.867188 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -25229.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25317.095703 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -25317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25340.613281 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -25340.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25341.287109 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -25341.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25341.287109 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -25341.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Entering Unmasked Estep 
Score: -4878736.500000 Penalty: 2569.545410
	Iteration 0F: 2 clusters Score -4878736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4856954.500000 Penalty: 5139.090820
	Iteration 0F: 3 clusters Score -4856954 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4864870.000000 Penalty: 5139.090820
	Iteration 1F: 3 clusters Score -4864870 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4865430.500000 Penalty: 5139.090820
	Iteration 2Q: 3 clusters Score -4865430 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4866157.500000 Penalty: 5139.090820
	Iteration 3Q: 3 clusters Score -4866158 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4867084.000000 Penalty: 5139.090820
	Iteration 4F: 3 clusters Score -4867084 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4868379.500000 Penalty: 5139.090820
	Iteration 5F: 3 clusters Score -4868380 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4870075.000000 Penalty: 5139.090820
	Iteration 6F: 3 clusters Score -4870075 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4872133.000000 Penalty: 5139.090820
	Iteration 7F: 3 clusters Score -4872133 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4874128.000000 Penalty: 5139.090820
	Iteration 8F: 3 clusters Score -4874128 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4875429.000000 Penalty: 5139.090820
	Iteration 9Q: 3 clusters Score -4875429 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4876023.500000 Penalty: 5139.090820
	Iteration 10Q: 3 clusters Score -4876024 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4876247.500000 Penalty: 5139.090820
	Iteration 11Q: 3 clusters Score -4876248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4876335.500000 Penalty: 5139.090820
	Iteration 12Q: 3 clusters Score -4876336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4876384.500000 Penalty: 5139.090820
	Iteration 13Q: 3 clusters Score -4876384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4876405.500000 Penalty: 5139.090820
	Iteration 14Q: 3 clusters Score -4876406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4876427.500000 Penalty: 5139.090820
	Iteration 15Q: 3 clusters Score -4876428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4876443.500000 Penalty: 5139.090820
	Iteration 16Q: 3 clusters Score -4876444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4876445.500000 Penalty: 5139.090820
	Iteration 17Q: 3 clusters Score -4876446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4876449.000000 Penalty: 5139.090820
	Iteration 18Q: 3 clusters Score -4876449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4876454.000000 Penalty: 5139.090820
	Iteration 19Q: 3 clusters Score -4876454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4876469.500000 Penalty: 5139.090820
	Iteration 20F: 3 clusters Score -4876470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4876477.000000 Penalty: 5139.090820
	Iteration 21Q: 3 clusters Score -4876477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4876480.500000 Penalty: 5139.090820
	Iteration 22Q: 3 clusters Score -4876480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4876480.500000 Penalty: 5139.090820
	Iteration 23F: 3 clusters Score -4876480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Entering Unmasked Estep 
Score: -10236299.000000 Penalty: 2750.914551
	Iteration 0F: 2 clusters Score -1.02363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -10192142.000000 Penalty: 5501.829102
	Iteration 0F: 3 clusters Score -1.019214e+07 nChanged 30726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -10209822.000000 Penalty: 5501.829102
	Iteration 1F: 3 clusters Score -1.020982e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -10210683.000000 Penalty: 5501.829102
	Iteration 2Q: 3 clusters Score -1.021068e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -10211754.000000 Penalty: 5501.829102
	Iteration 3Q: 3 clusters Score -1.021175e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -10213329.000000 Penalty: 5501.829102
	Iteration 4F: 3 clusters Score -1.021333e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -10215500.000000 Penalty: 5501.829102
	Iteration 5F: 3 clusters Score -1.02155e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -10218728.000000 Penalty: 5501.829102
	Iteration 6F: 3 clusters Score -1.021873e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -10222767.000000 Penalty: 5501.829102
	Iteration 7F: 3 clusters Score -1.022277e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -10226755.000000 Penalty: 5501.829102
	Iteration 8F: 3 clusters Score -1.022676e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -10229533.000000 Penalty: 5501.829102
	Iteration 9Q: 3 clusters Score -1.022953e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -10231096.000000 Penalty: 5501.829102
	Iteration 10Q: 3 clusters Score -1.02311e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10231983.000000 Penalty: 5501.829102
	Iteration 11Q: 3 clusters Score -1.023198e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -10232548.000000 Penalty: 5501.829102
	Iteration 12Q: 3 clusters Score -1.023255e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10232982.000000 Penalty: 5501.829102
	Iteration 13Q: 3 clusters Score -1.023298e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10233242.000000 Penalty: 5501.829102
	Iteration 14Q: 3 clusters Score -1.023324e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10233420.000000 Penalty: 5501.829102
	Iteration 15Q: 3 clusters Score -1.023342e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10233563.000000 Penalty: 5501.829102
	Iteration 16Q: 3 clusters Score -1.023356e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10233622.000000 Penalty: 5501.829102
	Iteration 17Q: 3 clusters Score -1.023362e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10233689.000000 Penalty: 5501.829102
	Iteration 18Q: 3 clusters Score -1.023369e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10233772.000000 Penalty: 5501.829102
	Iteration 19Q: 3 clusters Score -1.023377e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10233827.000000 Penalty: 5501.829102
	Iteration 20F: 3 clusters Score -1.023383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10233827.000000 Penalty: 5501.829102
	Iteration 21Q: 3 clusters Score -1.023383e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10233881.000000 Penalty: 5501.829102
	Iteration 22Q: 3 clusters Score -1.023388e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10233914.000000 Penalty: 5501.829102
	Iteration 23Q: 3 clusters Score -1.023391e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10233937.000000 Penalty: 5501.829102
	Iteration 24Q: 3 clusters Score -1.023394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10233944.000000 Penalty: 5501.829102
	Iteration 25Q: 3 clusters Score -1.023394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10233955.000000 Penalty: 5501.829102
	Iteration 26Q: 3 clusters Score -1.023396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10233970.000000 Penalty: 5501.829102
	Iteration 27Q: 3 clusters Score -1.023397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10233975.000000 Penalty: 5501.829102
	Iteration 28Q: 3 clusters Score -1.023398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10233988.000000 Penalty: 5501.829102
	Iteration 29Q: 3 clusters Score -1.023399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10233990.000000 Penalty: 5501.829102
	Iteration 30Q: 3 clusters Score -1.023399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10233991.000000 Penalty: 5501.829102
	Iteration 31Q: 3 clusters Score -1.023399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10234008.000000 Penalty: 5501.829102
	Iteration 32Q: 3 clusters Score -1.023401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10234011.000000 Penalty: 5501.829102
	Iteration 33Q: 3 clusters Score -1.023401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10234017.000000 Penalty: 5501.829102
	Iteration 34Q: 3 clusters Score -1.023402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10234016.000000 Penalty: 5501.829102
	Iteration 35Q: 3 clusters Score -1.023402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10234015.000000 Penalty: 5501.829102
	Iteration 36Q: 3 clusters Score -1.023402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10234015.000000 Penalty: 5501.829102
	Iteration 37F: 3 clusters Score -1.023402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Entering Unmasked Estep 
Score: -15445415.000000 Penalty: 2855.240234
	Iteration 0F: 2 clusters Score -1.544542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -15380541.000000 Penalty: 5710.480469
	Iteration 0F: 3 clusters Score -1.538054e+07 nChanged 47412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -15408003.000000 Penalty: 5710.480469
	Iteration 1F: 3 clusters Score -1.5408e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -15409019.000000 Penalty: 5710.480469
	Iteration 2Q: 3 clusters Score -1.540902e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -15410401.000000 Penalty: 5710.480469
	Iteration 3Q: 3 clusters Score -1.54104e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -15412590.000000 Penalty: 5710.480469
	Iteration 4Q: 3 clusters Score -1.541259e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -15415752.000000 Penalty: 5710.480469
	Iteration 5F: 3 clusters Score -1.541575e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -15420295.000000 Penalty: 5710.480469
	Iteration 6F: 3 clusters Score -1.54203e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -15425838.000000 Penalty: 5710.480469
	Iteration 7F: 3 clusters Score -1.542584e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -15431533.000000 Penalty: 5710.480469
	Iteration 8F: 3 clusters Score -1.543153e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -15436606.000000 Penalty: 5710.480469
	Iteration 9F: 3 clusters Score -1.543661e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15439904.000000 Penalty: 5710.480469
	Iteration 10Q: 3 clusters Score -1.54399e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -15441603.000000 Penalty: 5710.480469
	Iteration 11Q: 3 clusters Score -1.54416e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -15442533.000000 Penalty: 5710.480469
	Iteration 12Q: 3 clusters Score -1.544253e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -15442920.000000 Penalty: 5710.480469
	Iteration 13Q: 3 clusters Score -1.544292e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15443109.000000 Penalty: 5710.480469
	Iteration 14Q: 3 clusters Score -1.544311e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15443224.000000 Penalty: 5710.480469
	Iteration 15Q: 3 clusters Score -1.544322e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15443276.000000 Penalty: 5710.480469
	Iteration 16Q: 3 clusters Score -1.544328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -15443315.000000 Penalty: 5710.480469
	Iteration 17Q: 3 clusters Score -1.544332e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15443353.000000 Penalty: 5710.480469
	Iteration 18Q: 3 clusters Score -1.544335e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15443363.000000 Penalty: 5710.480469
	Iteration 19Q: 3 clusters Score -1.544336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15443388.000000 Penalty: 5710.480469
	Iteration 20F: 3 clusters Score -1.544339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15443412.000000 Penalty: 5710.480469
	Iteration 21Q: 3 clusters Score -1.544341e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -15443455.000000 Penalty: 5710.480469
	Iteration 22Q: 3 clusters Score -1.544346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15443460.000000 Penalty: 5710.480469
	Iteration 23Q: 3 clusters Score -1.544346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15443443.000000 Penalty: 5710.480469
	Iteration 24Q: 3 clusters Score -1.544344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15443460.000000 Penalty: 5710.480469
	Iteration 25Q: 3 clusters Score -1.544346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -15443447.000000 Penalty: 5710.480469
	Iteration 26Q: 3 clusters Score -1.544345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15443438.000000 Penalty: 5710.480469
	Iteration 27Q: 3 clusters Score -1.544344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15443447.000000 Penalty: 5710.480469
	Iteration 28Q: 3 clusters Score -1.544345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15443441.000000 Penalty: 5710.480469
	Iteration 29Q: 3 clusters Score -1.544344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15443434.000000 Penalty: 5710.480469
	Iteration 30Q: 3 clusters Score -1.544343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15443422.000000 Penalty: 5710.480469
	Iteration 31Q: 3 clusters Score -1.544342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15443432.000000 Penalty: 5710.480469
	Iteration 32Q: 3 clusters Score -1.544343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15443427.000000 Penalty: 5710.480469
	Iteration 33Q: 3 clusters Score -1.544343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15443432.000000 Penalty: 5710.480469
	Iteration 34Q: 3 clusters Score -1.544343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15443443.000000 Penalty: 5710.480469
	Iteration 35Q: 3 clusters Score -1.544344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15443442.000000 Penalty: 5710.480469
	Iteration 36Q: 3 clusters Score -1.544344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15443445.000000 Penalty: 5710.480469
	Iteration 37Q: 3 clusters Score -1.544344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15443452.000000 Penalty: 5710.480469
	Iteration 38Q: 3 clusters Score -1.544345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -15443454.000000 Penalty: 5710.480469
	Iteration 39Q: 3 clusters Score -1.544345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15443453.000000 Penalty: 5710.480469
	Iteration 40F: 3 clusters Score -1.544345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -249606.984375 Penalty: 1855.146240
	Iteration 0F: 2 clusters Score -249607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -247129.390625 Penalty: 3710.292480
	Iteration 0F: 3 clusters Score -247129.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -247832.546875 Penalty: 3710.292480
	Iteration 1F: 3 clusters Score -247832.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248158.968750 Penalty: 3710.292480
	Iteration 2F: 3 clusters Score -248159 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -248377.484375 Penalty: 3710.292480
	Iteration 3F: 3 clusters Score -248377.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -248539.906250 Penalty: 3710.292480
	Iteration 4F: 3 clusters Score -248539.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -248651.015625 Penalty: 3710.292480
	Iteration 5Q: 3 clusters Score -248651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -248749.625000 Penalty: 3710.292480
	Iteration 6Q: 3 clusters Score -248749.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -248810.531250 Penalty: 3710.292480
	Iteration 7Q: 3 clusters Score -248810.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -248869.187500 Penalty: 3710.292480
	Iteration 8Q: 3 clusters Score -248869.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -248937.312500 Penalty: 3710.292480
	Iteration 9Q: 3 clusters Score -248937.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -248994.859375 Penalty: 3710.292480
	Iteration 10Q: 3 clusters Score -248994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -249027.750000 Penalty: 3710.292480
	Iteration 11Q: 3 clusters Score -249027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -249048.046875 Penalty: 3710.292480
	Iteration 12Q: 3 clusters Score -249048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -249062.984375 Penalty: 3710.292480
	Iteration 13Q: 3 clusters Score -249063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -249073.828125 Penalty: 3710.292480
	Iteration 14Q: 3 clusters Score -249073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249079.609375 Penalty: 3710.292480
	Iteration 15Q: 3 clusters Score -249079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249081.640625 Penalty: 3710.292480
	Iteration 16Q: 3 clusters Score -249081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249081.640625 Penalty: 3710.292480
	Iteration 17F: 3 clusters Score -249081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (110634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Entering Unmasked Estep 
Score: -17003018.000000 Penalty: 2880.267822
	Iteration 0F: 2 clusters Score -1.700302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -16931324.000000 Penalty: 5760.535645
	Iteration 0F: 3 clusters Score -1.693132e+07 nChanged 52375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -16960908.000000 Penalty: 5760.535645
	Iteration 1F: 3 clusters Score -1.696091e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -16961538.000000 Penalty: 5760.535645
	Iteration 2Q: 3 clusters Score -1.696154e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -16962296.000000 Penalty: 5760.535645
	Iteration 3Q: 3 clusters Score -1.69623e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -16963184.000000 Penalty: 5760.535645
	Iteration 4Q: 3 clusters Score -1.696318e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -16964122.000000 Penalty: 5760.535645
	Iteration 5Q: 3 clusters Score -1.696412e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -16965486.000000 Penalty: 5760.535645
	Iteration 6Q: 3 clusters Score -1.696549e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -16967306.000000 Penalty: 5760.535645
	Iteration 7Q: 3 clusters Score -1.696731e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -16969694.000000 Penalty: 5760.535645
	Iteration 8Q: 3 clusters Score -1.696969e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5760.535645
	Iteration 9Q: 3 clusters Score -1.697255e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -16975966.000000 Penalty: 5760.535645
	Iteration 10F: 3 clusters Score -1.697597e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -16979660.000000 Penalty: 5760.535645
	Iteration 11F: 3 clusters Score -1.697966e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -16983002.000000 Penalty: 5760.535645
	Iteration 12F: 3 clusters Score -1.6983e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -16985998.000000 Penalty: 5760.535645
	Iteration 13Q: 3 clusters Score -1.6986e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -16988692.000000 Penalty: 5760.535645
	Iteration 14Q: 3 clusters Score -1.698869e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -16990804.000000 Penalty: 5760.535645
	Iteration 15Q: 3 clusters Score -1.69908e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -16992490.000000 Penalty: 5760.535645
	Iteration 16Q: 3 clusters Score -1.699249e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -16993786.000000 Penalty: 5760.535645
	Iteration 17Q: 3 clusters Score -1.699379e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -16994902.000000 Penalty: 5760.535645
	Iteration 18Q: 3 clusters Score -1.69949e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -16995978.000000 Penalty: 5760.535645
	Iteration 19Q: 3 clusters Score -1.699598e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -16997048.000000 Penalty: 5760.535645
	Iteration 20F: 3 clusters Score -1.699705e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -16997954.000000 Penalty: 5760.535645
	Iteration 21Q: 3 clusters Score -1.699795e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -16998714.000000 Penalty: 5760.535645
	Iteration 22Q: 3 clusters Score -1.699871e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -16999222.000000 Penalty: 5760.535645
	Iteration 23Q: 3 clusters Score -1.699922e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -16999566.000000 Penalty: 5760.535645
	Iteration 24Q: 3 clusters Score -1.699957e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -16999846.000000 Penalty: 5760.535645
	Iteration 25Q: 3 clusters Score -1.699985e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -17000106.000000 Penalty: 5760.535645
	Iteration 26Q: 3 clusters Score -1.700011e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -17000252.000000 Penalty: 5760.535645
	Iteration 27Q: 3 clusters Score -1.700025e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -17000306.000000 Penalty: 5760.535645
	Iteration 28Q: 3 clusters Score -1.700031e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -17000378.000000 Penalty: 5760.535645
	Iteration 29Q: 3 clusters Score -1.700038e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -17000452.000000 Penalty: 5760.535645
	Iteration 30Q: 3 clusters Score -1.700045e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -17000514.000000 Penalty: 5760.535645
	Iteration 31Q: 3 clusters Score -1.700051e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -17000554.000000 Penalty: 5760.535645
	Iteration 32Q: 3 clusters Score -1.700055e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -17000576.000000 Penalty: 5760.535645
	Iteration 33Q: 3 clusters Score -1.700058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -17000556.000000 Penalty: 5760.535645
	Iteration 34Q: 3 clusters Score -1.700056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 109755 members 
Entering Unmasked Estep 
Score: -17000566.000000 Penalty: 5760.535645
	Iteration 35Q: 3 clusters Score -1.700057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -17000572.000000 Penalty: 5760.535645
	Iteration 36Q: 3 clusters Score -1.700057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -17000574.000000 Penalty: 5760.535645
	Iteration 37Q: 3 clusters Score -1.700057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -17000580.000000 Penalty: 5760.535645
	Iteration 38Q: 3 clusters Score -1.700058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -17000582.000000 Penalty: 5760.535645
	Iteration 39Q: 3 clusters Score -1.700058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -17000606.000000 Penalty: 5760.535645
	Iteration 40F: 3 clusters Score -1.700061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -17000630.000000 Penalty: 5760.535645
	Iteration 41Q: 3 clusters Score -1.700063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -17000626.000000 Penalty: 5760.535645
	Iteration 42Q: 3 clusters Score -1.700063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -17000646.000000 Penalty: 5760.535645
	Iteration 43Q: 3 clusters Score -1.700065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -17000648.000000 Penalty: 5760.535645
	Iteration 44Q: 3 clusters Score -1.700065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -17000652.000000 Penalty: 5760.535645
	Iteration 45Q: 3 clusters Score -1.700065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -17000648.000000 Penalty: 5760.535645
	Iteration 46Q: 3 clusters Score -1.700065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -17000660.000000 Penalty: 5760.535645
	Iteration 47Q: 3 clusters Score -1.700066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -17000680.000000 Penalty: 5760.535645
	Iteration 48Q: 3 clusters Score -1.700068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -17000682.000000 Penalty: 5760.535645
	Iteration 49Q: 3 clusters Score -1.700068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 109924 members 
Entering Unmasked Estep 
Score: -17000676.000000 Penalty: 5760.535645
	Iteration 50Q: 3 clusters Score -1.700068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -17000678.000000 Penalty: 5760.535645
	Iteration 51Q: 3 clusters Score -1.700068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -17000678.000000 Penalty: 5760.535645
	Iteration 52F: 3 clusters Score -1.700068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Entering Unmasked Estep 
Score: -3491029.500000 Penalty: 2484.701416
	Iteration 0F: 2 clusters Score -3491030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3475409.250000 Penalty: 4969.402832
	Iteration 0F: 3 clusters Score -3475409 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3480696.250000 Penalty: 4969.402832
	Iteration 1F: 3 clusters Score -3480696 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3481084.250000 Penalty: 4969.402832
	Iteration 2F: 3 clusters Score -3481084 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3481463.500000 Penalty: 4969.402832
	Iteration 3Q: 3 clusters Score -3481464 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3481852.250000 Penalty: 4969.402832
	Iteration 4Q: 3 clusters Score -3481852 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3482288.250000 Penalty: 4969.402832
	Iteration 5Q: 3 clusters Score -3482288 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3482823.000000 Penalty: 4969.402832
	Iteration 6Q: 3 clusters Score -3482823 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3483567.000000 Penalty: 4969.402832
	Iteration 7F: 3 clusters Score -3483567 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3484597.250000 Penalty: 4969.402832
	Iteration 8F: 3 clusters Score -3484597 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3485820.000000 Penalty: 4969.402832
	Iteration 9F: 3 clusters Score -3485820 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3486859.500000 Penalty: 4969.402832
	Iteration 10F: 3 clusters Score -3486860 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3487459.750000 Penalty: 4969.402832
	Iteration 11Q: 3 clusters Score -3487460 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3487722.000000 Penalty: 4969.402832
	Iteration 12Q: 3 clusters Score -3487722 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3487868.000000 Penalty: 4969.402832
	Iteration 13Q: 3 clusters Score -3487868 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3487946.250000 Penalty: 4969.402832
	Iteration 14Q: 3 clusters Score -3487946 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3488025.750000 Penalty: 4969.402832
	Iteration 15Q: 3 clusters Score -3488026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3488075.750000 Penalty: 4969.402832
	Iteration 16Q: 3 clusters Score -3488076 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3488124.250000 Penalty: 4969.402832
	Iteration 17Q: 3 clusters Score -3488124 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3488155.750000 Penalty: 4969.402832
	Iteration 18Q: 3 clusters Score -3488156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3488187.500000 Penalty: 4969.402832
	Iteration 19Q: 3 clusters Score -3488188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3488216.000000 Penalty: 4969.402832
	Iteration 20F: 3 clusters Score -3488216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3488226.500000 Penalty: 4969.402832
	Iteration 21Q: 3 clusters Score -3488226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3488247.500000 Penalty: 4969.402832
	Iteration 22Q: 3 clusters Score -3488248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3488283.500000 Penalty: 4969.402832
	Iteration 23Q: 3 clusters Score -3488284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3488307.750000 Penalty: 4969.402832
	Iteration 24Q: 3 clusters Score -3488308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3488330.250000 Penalty: 4969.402832
	Iteration 25Q: 3 clusters Score -3488330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3488347.250000 Penalty: 4969.402832
	Iteration 26Q: 3 clusters Score -3488347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3488355.750000 Penalty: 4969.402832
	Iteration 27Q: 3 clusters Score -3488356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3488370.750000 Penalty: 4969.402832
	Iteration 28Q: 3 clusters Score -3488371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3488384.250000 Penalty: 4969.402832
	Iteration 29Q: 3 clusters Score -3488384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3488401.250000 Penalty: 4969.402832
	Iteration 30Q: 3 clusters Score -3488401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3488419.500000 Penalty: 4969.402832
	Iteration 31Q: 3 clusters Score -3488420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3488436.000000 Penalty: 4969.402832
	Iteration 32Q: 3 clusters Score -3488436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3488457.500000 Penalty: 4969.402832
	Iteration 33Q: 3 clusters Score -3488458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3488469.250000 Penalty: 4969.402832
	Iteration 34Q: 3 clusters Score -3488469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3488495.250000 Penalty: 4969.402832
	Iteration 35Q: 3 clusters Score -3488495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3488511.500000 Penalty: 4969.402832
	Iteration 36Q: 3 clusters Score -3488512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3488520.250000 Penalty: 4969.402832
	Iteration 37Q: 3 clusters Score -3488520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3488544.000000 Penalty: 4969.402832
	Iteration 38Q: 3 clusters Score -3488544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3488573.250000 Penalty: 4969.402832
	Iteration 39Q: 3 clusters Score -3488573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3488585.500000 Penalty: 4969.402832
	Iteration 40F: 3 clusters Score -3488586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3488585.250000 Penalty: 4969.402832
	Iteration 41Q: 3 clusters Score -3488585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3488603.500000 Penalty: 4969.402832
	Iteration 42Q: 3 clusters Score -3488604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3488619.750000 Penalty: 4969.402832
	Iteration 43Q: 3 clusters Score -3488620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3488630.750000 Penalty: 4969.402832
	Iteration 44Q: 3 clusters Score -3488631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3488642.750000 Penalty: 4969.402832
	Iteration 45Q: 3 clusters Score -3488643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3488648.750000 Penalty: 4969.402832
	Iteration 46Q: 3 clusters Score -3488649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3488665.250000 Penalty: 4969.402832
	Iteration 47Q: 3 clusters Score -3488665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3488680.250000 Penalty: 4969.402832
	Iteration 48Q: 3 clusters Score -3488680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3488682.500000 Penalty: 4969.402832
	Iteration 49Q: 3 clusters Score -3488682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3488705.500000 Penalty: 4969.402832
	Iteration 50Q: 3 clusters Score -3488706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3488706.750000 Penalty: 4969.402832
	Iteration 51Q: 3 clusters Score -3488707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3488718.250000 Penalty: 4969.402832
	Iteration 52Q: 3 clusters Score -3488718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3488726.000000 Penalty: 4969.402832
	Iteration 53Q: 3 clusters Score -3488726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3488737.750000 Penalty: 4969.402832
	Iteration 54Q: 3 clusters Score -3488738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3488757.000000 Penalty: 4969.402832
	Iteration 55Q: 3 clusters Score -3488757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3488760.750000 Penalty: 4969.402832
	Iteration 56Q: 3 clusters Score -3488761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3488773.000000 Penalty: 4969.402832
	Iteration 57Q: 3 clusters Score -3488773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3488791.250000 Penalty: 4969.402832
	Iteration 58Q: 3 clusters Score -3488791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3488802.000000 Penalty: 4969.402832
	Iteration 59Q: 3 clusters Score -3488802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3488810.250000 Penalty: 4969.402832
	Iteration 60F: 3 clusters Score -3488810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3488818.000000 Penalty: 4969.402832
	Iteration 61Q: 3 clusters Score -3488818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3488827.750000 Penalty: 4969.402832
	Iteration 62Q: 3 clusters Score -3488828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3488825.250000 Penalty: 4969.402832
	Iteration 63Q: 3 clusters Score -3488825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3488832.250000 Penalty: 4969.402832
	Iteration 64Q: 3 clusters Score -3488832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3488832.000000 Penalty: 4969.402832
	Iteration 65Q: 3 clusters Score -3488832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3488835.500000 Penalty: 4969.402832
	Iteration 66Q: 3 clusters Score -3488836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3488840.750000 Penalty: 4969.402832
	Iteration 67Q: 3 clusters Score -3488841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3488849.250000 Penalty: 4969.402832
	Iteration 68Q: 3 clusters Score -3488849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3488854.500000 Penalty: 4969.402832
	Iteration 69Q: 3 clusters Score -3488854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3488854.000000 Penalty: 4969.402832
	Iteration 70Q: 3 clusters Score -3488854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3488859.250000 Penalty: 4969.402832
	Iteration 71Q: 3 clusters Score -3488859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3488855.500000 Penalty: 4969.402832
	Iteration 72Q: 3 clusters Score -3488856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3488858.000000 Penalty: 4969.402832
	Iteration 73Q: 3 clusters Score -3488858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3488857.000000 Penalty: 4969.402832
	Iteration 74Q: 3 clusters Score -3488857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3488861.500000 Penalty: 4969.402832
	Iteration 75Q: 3 clusters Score -3488862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3488866.000000 Penalty: 4969.402832
	Iteration 76Q: 3 clusters Score -3488866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3488866.250000 Penalty: 4969.402832
	Iteration 77Q: 3 clusters Score -3488866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3488869.500000 Penalty: 4969.402832
	Iteration 78Q: 3 clusters Score -3488870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3488869.750000 Penalty: 4969.402832
	Iteration 79Q: 3 clusters Score -3488870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3488872.250000 Penalty: 4969.402832
	Iteration 80F: 3 clusters Score -3488872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3488875.500000 Penalty: 4969.402832
	Iteration 81Q: 3 clusters Score -3488876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3488872.500000 Penalty: 4969.402832
	Iteration 82Q: 3 clusters Score -3488872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3488870.750000 Penalty: 4969.402832
	Iteration 83Q: 3 clusters Score -3488871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3488873.500000 Penalty: 4969.402832
	Iteration 84Q: 3 clusters Score -3488874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3488870.750000 Penalty: 4969.402832
	Iteration 85Q: 3 clusters Score -3488871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3488876.000000 Penalty: 4969.402832
	Iteration 86Q: 3 clusters Score -3488876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3488872.750000 Penalty: 4969.402832
	Iteration 87Q: 3 clusters Score -3488873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3488872.750000 Penalty: 4969.402832
	Iteration 88F: 3 clusters Score -3488873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -747943.937500 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -747943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -743431.000000 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -743431 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -744573.250000 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -744573.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -744810.312500 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -744810.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -744948.562500 Penalty: 4232.400879
	Iteration 3Q: 3 clusters Score -744948.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -745046.437500 Penalty: 4232.400879
	Iteration 4Q: 3 clusters Score -745046.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -745131.375000 Penalty: 4232.400879
	Iteration 5Q: 3 clusters Score -745131.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -745206.500000 Penalty: 4232.400879
	Iteration 6Q: 3 clusters Score -745206.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -745295.687500 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -745295.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -745387.500000 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -745387.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -745474.500000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -745474.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -745548.812500 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -745548.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -745632.375000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -745632.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -745728.812500 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -745728.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -745827.875000 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -745827.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -745918.437500 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -745918.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -746015.375000 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -746015.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -746120.000000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -746120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -746226.187500 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -746226.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -746351.687500 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -746351.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -746444.812500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -746444.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -746509.000000 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -746509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -746558.812500 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -746558.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -746594.687500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -746594.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -746620.312500 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -746620.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -746635.312500 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -746635.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -746648.125000 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -746648.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -746656.500000 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -746656.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -746659.375000 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -746659.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -746660.937500 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -746660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -746663.500000 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -746663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -746664.562500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -746664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -746666.437500 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -746666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -746666.250000 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -746666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -746666.625000 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -746666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -746668.062500 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -746668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -746667.750000 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -746667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -746670.687500 Penalty: 4232.400879
	Iteration 36Q: 3 clusters Score -746670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -746671.812500 Penalty: 4232.400879
	Iteration 37Q: 3 clusters Score -746671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -746672.312500 Penalty: 4232.400879
	Iteration 38Q: 3 clusters Score -746672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -746672.125000 Penalty: 4232.400879
	Iteration 39Q: 3 clusters Score -746672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -746672.125000 Penalty: 4232.400879
	Iteration 40F: 3 clusters Score -746672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Entering Unmasked Estep 
Score: -2340402.000000 Penalty: 2394.271484
	Iteration 0F: 2 clusters Score -2340402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2329099.750000 Penalty: 4788.542969
	Iteration 0F: 3 clusters Score -2329100 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2332703.500000 Penalty: 4788.542969
	Iteration 1F: 3 clusters Score -2332704 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2333063.000000 Penalty: 4788.542969
	Iteration 2F: 3 clusters Score -2333063 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2333288.750000 Penalty: 4788.542969
	Iteration 3Q: 3 clusters Score -2333289 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2333489.750000 Penalty: 4788.542969
	Iteration 4Q: 3 clusters Score -2333490 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2333665.000000 Penalty: 4788.542969
	Iteration 5Q: 3 clusters Score -2333665 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2333816.000000 Penalty: 4788.542969
	Iteration 6Q: 3 clusters Score -2333816 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2333968.500000 Penalty: 4788.542969
	Iteration 7Q: 3 clusters Score -2333968 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2334123.750000 Penalty: 4788.542969
	Iteration 8Q: 3 clusters Score -2334124 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2334306.250000 Penalty: 4788.542969
	Iteration 9Q: 3 clusters Score -2334306 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2334498.750000 Penalty: 4788.542969
	Iteration 10Q: 3 clusters Score -2334499 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2334723.250000 Penalty: 4788.542969
	Iteration 11Q: 3 clusters Score -2334723 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2334970.250000 Penalty: 4788.542969
	Iteration 12Q: 3 clusters Score -2334970 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2335250.750000 Penalty: 4788.542969
	Iteration 13Q: 3 clusters Score -2335251 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2335558.750000 Penalty: 4788.542969
	Iteration 14Q: 3 clusters Score -2335559 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2335906.000000 Penalty: 4788.542969
	Iteration 15Q: 3 clusters Score -2335906 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2336268.750000 Penalty: 4788.542969
	Iteration 16Q: 3 clusters Score -2336269 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2336633.000000 Penalty: 4788.542969
	Iteration 17Q: 3 clusters Score -2336633 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2337000.750000 Penalty: 4788.542969
	Iteration 18Q: 3 clusters Score -2337001 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2337322.750000 Penalty: 4788.542969
	Iteration 19Q: 3 clusters Score -2337323 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2337579.500000 Penalty: 4788.542969
	Iteration 20F: 3 clusters Score -2337580 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2337779.750000 Penalty: 4788.542969
	Iteration 21Q: 3 clusters Score -2337780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2337922.750000 Penalty: 4788.542969
	Iteration 22Q: 3 clusters Score -2337923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2338018.000000 Penalty: 4788.542969
	Iteration 23Q: 3 clusters Score -2338018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2338087.500000 Penalty: 4788.542969
	Iteration 24Q: 3 clusters Score -2338088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2338135.750000 Penalty: 4788.542969
	Iteration 25Q: 3 clusters Score -2338136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2338175.000000 Penalty: 4788.542969
	Iteration 26Q: 3 clusters Score -2338175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2338212.500000 Penalty: 4788.542969
	Iteration 27Q: 3 clusters Score -2338212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2338237.000000 Penalty: 4788.542969
	Iteration 28Q: 3 clusters Score -2338237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2338267.250000 Penalty: 4788.542969
	Iteration 29Q: 3 clusters Score -2338267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2338283.250000 Penalty: 4788.542969
	Iteration 30Q: 3 clusters Score -2338283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2338300.000000 Penalty: 4788.542969
	Iteration 31Q: 3 clusters Score -2338300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2338314.500000 Penalty: 4788.542969
	Iteration 32Q: 3 clusters Score -2338314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2338329.500000 Penalty: 4788.542969
	Iteration 33Q: 3 clusters Score -2338330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2338336.750000 Penalty: 4788.542969
	Iteration 34Q: 3 clusters Score -2338337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2338343.000000 Penalty: 4788.542969
	Iteration 35Q: 3 clusters Score -2338343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2338354.750000 Penalty: 4788.542969
	Iteration 36Q: 3 clusters Score -2338355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2338367.000000 Penalty: 4788.542969
	Iteration 37Q: 3 clusters Score -2338367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2338372.250000 Penalty: 4788.542969
	Iteration 38Q: 3 clusters Score -2338372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2338373.000000 Penalty: 4788.542969
	Iteration 39Q: 3 clusters Score -2338373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2338373.000000 Penalty: 4788.542969
	Iteration 40F: 3 clusters Score -2338373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2338376.500000 Penalty: 4788.542969
	Iteration 41Q: 3 clusters Score -2338376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2338375.250000 Penalty: 4788.542969
	Iteration 42Q: 3 clusters Score -2338375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2338376.000000 Penalty: 4788.542969
	Iteration 43Q: 3 clusters Score -2338376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2338380.000000 Penalty: 4788.542969
	Iteration 44Q: 3 clusters Score -2338380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2338380.000000 Penalty: 4788.542969
	Iteration 45F: 3 clusters Score -2338380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Entering Unmasked Estep 
Score: -7397343.000000 Penalty: 2679.395508
	Iteration 0F: 2 clusters Score -7397343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -7364315.000000 Penalty: 5358.791016
	Iteration 0F: 3 clusters Score -7364315 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7377070.000000 Penalty: 5358.791016
	Iteration 1F: 3 clusters Score -7377070 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7377837.500000 Penalty: 5358.791016
	Iteration 2Q: 3 clusters Score -7377838 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -7378666.000000 Penalty: 5358.791016
	Iteration 3Q: 3 clusters Score -7378666 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -7379445.000000 Penalty: 5358.791016
	Iteration 4Q: 3 clusters Score -7379445 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7380341.000000 Penalty: 5358.791016
	Iteration 5Q: 3 clusters Score -7380341 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7381288.500000 Penalty: 5358.791016
	Iteration 6Q: 3 clusters Score -7381288 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -7382365.500000 Penalty: 5358.791016
	Iteration 7Q: 3 clusters Score -7382366 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -7383628.000000 Penalty: 5358.791016
	Iteration 8Q: 3 clusters Score -7383628 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -7384990.000000 Penalty: 5358.791016
	Iteration 9Q: 3 clusters Score -7384990 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -7386306.500000 Penalty: 5358.791016
	Iteration 10Q: 3 clusters Score -7386306 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -7387626.500000 Penalty: 5358.791016
	Iteration 11Q: 3 clusters Score -7387626 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -7388866.000000 Penalty: 5358.791016
	Iteration 12Q: 3 clusters Score -7388866 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -7390018.000000 Penalty: 5358.791016
	Iteration 13Q: 3 clusters Score -7390018 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7391208.000000 Penalty: 5358.791016
	Iteration 14Q: 3 clusters Score -7391208 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7392242.000000 Penalty: 5358.791016
	Iteration 15Q: 3 clusters Score -7392242 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7393038.000000 Penalty: 5358.791016
	Iteration 16Q: 3 clusters Score -7393038 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7393681.500000 Penalty: 5358.791016
	Iteration 17Q: 3 clusters Score -7393682 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7394176.500000 Penalty: 5358.791016
	Iteration 18Q: 3 clusters Score -7394176 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7394468.000000 Penalty: 5358.791016
	Iteration 19Q: 3 clusters Score -7394468 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7394677.000000 Penalty: 5358.791016
	Iteration 20F: 3 clusters Score -7394677 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7394802.500000 Penalty: 5358.791016
	Iteration 21Q: 3 clusters Score -7394802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7394888.500000 Penalty: 5358.791016
	Iteration 22Q: 3 clusters Score -7394888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7394956.500000 Penalty: 5358.791016
	Iteration 23Q: 3 clusters Score -7394956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7395007.500000 Penalty: 5358.791016
	Iteration 24Q: 3 clusters Score -7395008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7395041.500000 Penalty: 5358.791016
	Iteration 25Q: 3 clusters Score -7395042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7395062.000000 Penalty: 5358.791016
	Iteration 26Q: 3 clusters Score -7395062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7395081.000000 Penalty: 5358.791016
	Iteration 27Q: 3 clusters Score -7395081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7395094.500000 Penalty: 5358.791016
	Iteration 28Q: 3 clusters Score -7395094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7395112.000000 Penalty: 5358.791016
	Iteration 29Q: 3 clusters Score -7395112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7395120.500000 Penalty: 5358.791016
	Iteration 30Q: 3 clusters Score -7395120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7395123.500000 Penalty: 5358.791016
	Iteration 31Q: 3 clusters Score -7395124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7395126.000000 Penalty: 5358.791016
	Iteration 32Q: 3 clusters Score -7395126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7395132.000000 Penalty: 5358.791016
	Iteration 33Q: 3 clusters Score -7395132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7395127.000000 Penalty: 5358.791016
	Iteration 34Q: 3 clusters Score -7395127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7395126.000000 Penalty: 5358.791016
	Iteration 35Q: 3 clusters Score -7395126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7395131.000000 Penalty: 5358.791016
	Iteration 36Q: 3 clusters Score -7395131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7395128.500000 Penalty: 5358.791016
	Iteration 37Q: 3 clusters Score -7395128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7395128.500000 Penalty: 5358.791016
	Iteration 38F: 3 clusters Score -7395128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Entering Unmasked Estep 
Score: -15285945.000000 Penalty: 2853.135986
	Iteration 0F: 2 clusters Score -1.528594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -15220805.000000 Penalty: 5706.271973
	Iteration 0F: 3 clusters Score -1.52208e+07 nChanged 47090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -15247701.000000 Penalty: 5706.271973
	Iteration 1F: 3 clusters Score -1.52477e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -15248520.000000 Penalty: 5706.271973
	Iteration 2Q: 3 clusters Score -1.524852e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -15249405.000000 Penalty: 5706.271973
	Iteration 3Q: 3 clusters Score -1.52494e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -15250454.000000 Penalty: 5706.271973
	Iteration 4Q: 3 clusters Score -1.525045e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -15251770.000000 Penalty: 5706.271973
	Iteration 5Q: 3 clusters Score -1.525177e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -15253621.000000 Penalty: 5706.271973
	Iteration 6Q: 3 clusters Score -1.525362e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -15255738.000000 Penalty: 5706.271973
	Iteration 7Q: 3 clusters Score -1.525574e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -15258513.000000 Penalty: 5706.271973
	Iteration 8F: 3 clusters Score -1.525851e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -15261732.000000 Penalty: 5706.271973
	Iteration 9F: 3 clusters Score -1.526173e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -15265222.000000 Penalty: 5706.271973
	Iteration 10F: 3 clusters Score -1.526522e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -15268889.000000 Penalty: 5706.271973
	Iteration 11F: 3 clusters Score -1.526889e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -15272272.000000 Penalty: 5706.271973
	Iteration 12Q: 3 clusters Score -1.527227e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -15274478.000000 Penalty: 5706.271973
	Iteration 13Q: 3 clusters Score -1.527448e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -15275709.000000 Penalty: 5706.271973
	Iteration 14Q: 3 clusters Score -1.527571e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -15276432.000000 Penalty: 5706.271973
	Iteration 15Q: 3 clusters Score -1.527643e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -15277024.000000 Penalty: 5706.271973
	Iteration 16Q: 3 clusters Score -1.527702e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -15277447.000000 Penalty: 5706.271973
	Iteration 17Q: 3 clusters Score -1.527745e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -15277834.000000 Penalty: 5706.271973
	Iteration 18Q: 3 clusters Score -1.527783e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -15278211.000000 Penalty: 5706.271973
	Iteration 19Q: 3 clusters Score -1.527821e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -15278700.000000 Penalty: 5706.271973
	Iteration 20F: 3 clusters Score -1.52787e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -15279109.000000 Penalty: 5706.271973
	Iteration 21Q: 3 clusters Score -1.527911e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -15279509.000000 Penalty: 5706.271973
	Iteration 22Q: 3 clusters Score -1.527951e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -15280035.000000 Penalty: 5706.271973
	Iteration 23Q: 3 clusters Score -1.528004e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -15280564.000000 Penalty: 5706.271973
	Iteration 24Q: 3 clusters Score -1.528056e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -15281034.000000 Penalty: 5706.271973
	Iteration 25Q: 3 clusters Score -1.528103e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -15281486.000000 Penalty: 5706.271973
	Iteration 26Q: 3 clusters Score -1.528149e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -15281884.000000 Penalty: 5706.271973
	Iteration 27Q: 3 clusters Score -1.528188e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -15282310.000000 Penalty: 5706.271973
	Iteration 28Q: 3 clusters Score -1.528231e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -15282765.000000 Penalty: 5706.271973
	Iteration 29Q: 3 clusters Score -1.528276e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -15283253.000000 Penalty: 5706.271973
	Iteration 30Q: 3 clusters Score -1.528325e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -15283650.000000 Penalty: 5706.271973
	Iteration 31Q: 3 clusters Score -1.528365e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -15283914.000000 Penalty: 5706.271973
	Iteration 32Q: 3 clusters Score -1.528391e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -15284207.000000 Penalty: 5706.271973
	Iteration 33Q: 3 clusters Score -1.528421e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -15284411.000000 Penalty: 5706.271973
	Iteration 34Q: 3 clusters Score -1.528441e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -15284648.000000 Penalty: 5706.271973
	Iteration 35Q: 3 clusters Score -1.528465e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -15284776.000000 Penalty: 5706.271973
	Iteration 36Q: 3 clusters Score -1.528478e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -15284836.000000 Penalty: 5706.271973
	Iteration 37Q: 3 clusters Score -1.528484e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -15284946.000000 Penalty: 5706.271973
	Iteration 38Q: 3 clusters Score -1.528495e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -15284947.000000 Penalty: 5706.271973
	Iteration 39Q: 3 clusters Score -1.528495e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -15285002.000000 Penalty: 5706.271973
	Iteration 40F: 3 clusters Score -1.5285e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -15285009.000000 Penalty: 5706.271973
	Iteration 41Q: 3 clusters Score -1.528501e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -15285056.000000 Penalty: 5706.271973
	Iteration 42Q: 3 clusters Score -1.528506e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -15285034.000000 Penalty: 5706.271973
	Iteration 43Q: 3 clusters Score -1.528503e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -15285016.000000 Penalty: 5706.271973
	Iteration 44Q: 3 clusters Score -1.528502e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -15284985.000000 Penalty: 5706.271973
	Iteration 45Q: 3 clusters Score -1.528498e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15284950.000000 Penalty: 5706.271973
	Iteration 46Q: 3 clusters Score -1.528495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -15284932.000000 Penalty: 5706.271973
	Iteration 47Q: 3 clusters Score -1.528493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -15284975.000000 Penalty: 5706.271973
	Iteration 48Q: 3 clusters Score -1.528498e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -15284986.000000 Penalty: 5706.271973
	Iteration 49Q: 3 clusters Score -1.528499e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -15284985.000000 Penalty: 5706.271973
	Iteration 50Q: 3 clusters Score -1.528498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -15285005.000000 Penalty: 5706.271973
	Iteration 51Q: 3 clusters Score -1.5285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -15285018.000000 Penalty: 5706.271973
	Iteration 52Q: 3 clusters Score -1.528502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -15284996.000000 Penalty: 5706.271973
	Iteration 53Q: 3 clusters Score -1.5285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -15284998.000000 Penalty: 5706.271973
	Iteration 54Q: 3 clusters Score -1.5285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -15284988.000000 Penalty: 5706.271973
	Iteration 55Q: 3 clusters Score -1.528499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -15284989.000000 Penalty: 5706.271973
	Iteration 56Q: 3 clusters Score -1.528499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -15284983.000000 Penalty: 5706.271973
	Iteration 57Q: 3 clusters Score -1.528498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -15284992.000000 Penalty: 5706.271973
	Iteration 58Q: 3 clusters Score -1.528499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -15284998.000000 Penalty: 5706.271973
	Iteration 59Q: 3 clusters Score -1.5285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -15284984.000000 Penalty: 5706.271973
	Iteration 60F: 3 clusters Score -1.528498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -15284987.000000 Penalty: 5706.271973
	Iteration 61Q: 3 clusters Score -1.528499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -15284980.000000 Penalty: 5706.271973
	Iteration 62Q: 3 clusters Score -1.528498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -15284986.000000 Penalty: 5706.271973
	Iteration 63Q: 3 clusters Score -1.528499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -15284991.000000 Penalty: 5706.271973
	Iteration 64Q: 3 clusters Score -1.528499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -15284986.000000 Penalty: 5706.271973
	Iteration 65Q: 3 clusters Score -1.528499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -15284975.000000 Penalty: 5706.271973
	Iteration 66Q: 3 clusters Score -1.528498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -15284979.000000 Penalty: 5706.271973
	Iteration 67Q: 3 clusters Score -1.528498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -15284979.000000 Penalty: 5706.271973
	Iteration 68F: 3 clusters Score -1.528498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (87482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Entering Unmasked Estep 
Score: -13585026.000000 Penalty: 2822.038818
	Iteration 0F: 2 clusters Score -1.358503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -13526760.000000 Penalty: 5644.077637
	Iteration 0F: 3 clusters Score -1.352676e+07 nChanged 41360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -13549821.000000 Penalty: 5644.077637
	Iteration 1F: 3 clusters Score -1.354982e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -13550478.000000 Penalty: 5644.077637
	Iteration 2Q: 3 clusters Score -1.355048e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -13550999.000000 Penalty: 5644.077637
	Iteration 3Q: 3 clusters Score -1.3551e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -13551616.000000 Penalty: 5644.077637
	Iteration 4Q: 3 clusters Score -1.355162e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -13552288.000000 Penalty: 5644.077637
	Iteration 5Q: 3 clusters Score -1.355229e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -13553273.000000 Penalty: 5644.077637
	Iteration 6Q: 3 clusters Score -1.355327e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -13554951.000000 Penalty: 5644.077637
	Iteration 7Q: 3 clusters Score -1.355495e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -13557685.000000 Penalty: 5644.077637
	Iteration 8F: 3 clusters Score -1.355768e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -13561932.000000 Penalty: 5644.077637
	Iteration 9F: 3 clusters Score -1.356193e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -13567501.000000 Penalty: 5644.077637
	Iteration 10F: 3 clusters Score -1.35675e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -13573134.000000 Penalty: 5644.077637
	Iteration 11F: 3 clusters Score -1.357313e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -13577375.000000 Penalty: 5644.077637
	Iteration 12F: 3 clusters Score -1.357738e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -13579999.000000 Penalty: 5644.077637
	Iteration 13Q: 3 clusters Score -1.358e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13581189.000000 Penalty: 5644.077637
	Iteration 14Q: 3 clusters Score -1.358119e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13581781.000000 Penalty: 5644.077637
	Iteration 15Q: 3 clusters Score -1.358178e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13582083.000000 Penalty: 5644.077637
	Iteration 16Q: 3 clusters Score -1.358208e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13582265.000000 Penalty: 5644.077637
	Iteration 17Q: 3 clusters Score -1.358226e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13582356.000000 Penalty: 5644.077637
	Iteration 18Q: 3 clusters Score -1.358236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13582412.000000 Penalty: 5644.077637
	Iteration 19Q: 3 clusters Score -1.358241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13582457.000000 Penalty: 5644.077637
	Iteration 20F: 3 clusters Score -1.358246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13582497.000000 Penalty: 5644.077637
	Iteration 21Q: 3 clusters Score -1.35825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13582526.000000 Penalty: 5644.077637
	Iteration 22Q: 3 clusters Score -1.358253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13582519.000000 Penalty: 5644.077637
	Iteration 23Q: 3 clusters Score -1.358252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13582542.000000 Penalty: 5644.077637
	Iteration 24Q: 3 clusters Score -1.358254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13582542.000000 Penalty: 5644.077637
	Iteration 25Q: 3 clusters Score -1.358254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13582555.000000 Penalty: 5644.077637
	Iteration 26Q: 3 clusters Score -1.358256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13582558.000000 Penalty: 5644.077637
	Iteration 27Q: 3 clusters Score -1.358256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13582577.000000 Penalty: 5644.077637
	Iteration 28Q: 3 clusters Score -1.358258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13582596.000000 Penalty: 5644.077637
	Iteration 29Q: 3 clusters Score -1.35826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13582597.000000 Penalty: 5644.077637
	Iteration 30Q: 3 clusters Score -1.35826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13582603.000000 Penalty: 5644.077637
	Iteration 31Q: 3 clusters Score -1.35826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13582607.000000 Penalty: 5644.077637
	Iteration 32Q: 3 clusters Score -1.358261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13582607.000000 Penalty: 5644.077637
	Iteration 33Q: 3 clusters Score -1.358261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13582601.000000 Penalty: 5644.077637
	Iteration 34Q: 3 clusters Score -1.35826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13582601.000000 Penalty: 5644.077637
	Iteration 35F: 3 clusters Score -1.35826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -436891.500000 Penalty: 2014.200806
	Iteration 0F: 2 clusters Score -436891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -433417.031250 Penalty: 4028.401611
	Iteration 0F: 3 clusters Score -433417 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -434328.250000 Penalty: 4028.401611
	Iteration 1F: 3 clusters Score -434328.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -434847.875000 Penalty: 4028.401611
	Iteration 2F: 3 clusters Score -434847.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -435476.875000 Penalty: 4028.401611
	Iteration 3F: 3 clusters Score -435476.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -435962.500000 Penalty: 4028.401611
	Iteration 4F: 3 clusters Score -435962.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -436253.312500 Penalty: 4028.401611
	Iteration 5F: 3 clusters Score -436253.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -436399.750000 Penalty: 4028.401611
	Iteration 6Q: 3 clusters Score -436399.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436477.062500 Penalty: 4028.401611
	Iteration 7Q: 3 clusters Score -436477.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -436546.125000 Penalty: 4028.401611
	Iteration 8Q: 3 clusters Score -436546.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -436593.843750 Penalty: 4028.401611
	Iteration 9Q: 3 clusters Score -436593.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -436618.875000 Penalty: 4028.401611
	Iteration 10Q: 3 clusters Score -436618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -436634.718750 Penalty: 4028.401611
	Iteration 11Q: 3 clusters Score -436634.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -436647.187500 Penalty: 4028.401611
	Iteration 12Q: 3 clusters Score -436647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -436655.125000 Penalty: 4028.401611
	Iteration 13Q: 3 clusters Score -436655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -436660.531250 Penalty: 4028.401611
	Iteration 14Q: 3 clusters Score -436660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -436665.968750 Penalty: 4028.401611
	Iteration 15Q: 3 clusters Score -436666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -436671.031250 Penalty: 4028.401611
	Iteration 16Q: 3 clusters Score -436671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -436674.593750 Penalty: 4028.401611
	Iteration 17Q: 3 clusters Score -436674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -436676.750000 Penalty: 4028.401611
	Iteration 18Q: 3 clusters Score -436676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436677.250000 Penalty: 4028.401611
	Iteration 19Q: 3 clusters Score -436677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -436679.968750 Penalty: 4028.401611
	Iteration 20F: 3 clusters Score -436680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -436683.718750 Penalty: 4028.401611
	Iteration 21Q: 3 clusters Score -436683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -436685.812500 Penalty: 4028.401611
	Iteration 22Q: 3 clusters Score -436685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -436687.937500 Penalty: 4028.401611
	Iteration 23Q: 3 clusters Score -436687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -436687.718750 Penalty: 4028.401611
	Iteration 24Q: 3 clusters Score -436687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -436687.875000 Penalty: 4028.401611
	Iteration 25Q: 3 clusters Score -436687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -436687.875000 Penalty: 4028.401611
	Iteration 26F: 3 clusters Score -436687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Entering Unmasked Estep 
Score: -3683678.250000 Penalty: 2515.906738
	Iteration 0F: 2 clusters Score -3683678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3666215.500000 Penalty: 5031.813477
	Iteration 0F: 3 clusters Score -3666216 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3673013.500000 Penalty: 5031.813477
	Iteration 1F: 3 clusters Score -3673014 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3673960.250000 Penalty: 5031.813477
	Iteration 2F: 3 clusters Score -3673960 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3674849.750000 Penalty: 5031.813477
	Iteration 3F: 3 clusters Score -3674850 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3675736.500000 Penalty: 5031.813477
	Iteration 4F: 3 clusters Score -3675736 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3676560.000000 Penalty: 5031.813477
	Iteration 5F: 3 clusters Score -3676560 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3677363.750000 Penalty: 5031.813477
	Iteration 6F: 3 clusters Score -3677364 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3678023.500000 Penalty: 5031.813477
	Iteration 7Q: 3 clusters Score -3678024 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3678602.250000 Penalty: 5031.813477
	Iteration 8Q: 3 clusters Score -3678602 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3679085.000000 Penalty: 5031.813477
	Iteration 9Q: 3 clusters Score -3679085 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3679566.750000 Penalty: 5031.813477
	Iteration 10Q: 3 clusters Score -3679567 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3679984.750000 Penalty: 5031.813477
	Iteration 11Q: 3 clusters Score -3679985 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3680387.250000 Penalty: 5031.813477
	Iteration 12Q: 3 clusters Score -3680387 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3680712.500000 Penalty: 5031.813477
	Iteration 13Q: 3 clusters Score -3680712 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3680990.000000 Penalty: 5031.813477
	Iteration 14Q: 3 clusters Score -3680990 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3681210.500000 Penalty: 5031.813477
	Iteration 15Q: 3 clusters Score -3681210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3681371.250000 Penalty: 5031.813477
	Iteration 16Q: 3 clusters Score -3681371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3681495.500000 Penalty: 5031.813477
	Iteration 17Q: 3 clusters Score -3681496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3681584.500000 Penalty: 5031.813477
	Iteration 18Q: 3 clusters Score -3681584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3681638.250000 Penalty: 5031.813477
	Iteration 19Q: 3 clusters Score -3681638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3681691.750000 Penalty: 5031.813477
	Iteration 20F: 3 clusters Score -3681692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3681733.000000 Penalty: 5031.813477
	Iteration 21Q: 3 clusters Score -3681733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3681765.250000 Penalty: 5031.813477
	Iteration 22Q: 3 clusters Score -3681765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3681791.750000 Penalty: 5031.813477
	Iteration 23Q: 3 clusters Score -3681792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3681807.000000 Penalty: 5031.813477
	Iteration 24Q: 3 clusters Score -3681807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3681817.000000 Penalty: 5031.813477
	Iteration 25Q: 3 clusters Score -3681817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3681816.750000 Penalty: 5031.813477
	Iteration 26Q: 3 clusters Score -3681817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3681821.500000 Penalty: 5031.813477
	Iteration 27Q: 3 clusters Score -3681822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3681823.500000 Penalty: 5031.813477
	Iteration 28Q: 3 clusters Score -3681824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3681823.250000 Penalty: 5031.813477
	Iteration 29Q: 3 clusters Score -3681823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3681826.500000 Penalty: 5031.813477
	Iteration 30Q: 3 clusters Score -3681826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3681830.500000 Penalty: 5031.813477
	Iteration 31Q: 3 clusters Score -3681830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3681830.250000 Penalty: 5031.813477
	Iteration 32Q: 3 clusters Score -3681830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3681835.500000 Penalty: 5031.813477
	Iteration 33Q: 3 clusters Score -3681836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3681836.000000 Penalty: 5031.813477
	Iteration 34Q: 3 clusters Score -3681836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3681839.750000 Penalty: 5031.813477
	Iteration 35Q: 3 clusters Score -3681840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3681836.000000 Penalty: 5031.813477
	Iteration 36Q: 3 clusters Score -3681836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3681840.500000 Penalty: 5031.813477
	Iteration 37Q: 3 clusters Score -3681840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3681839.000000 Penalty: 5031.813477
	Iteration 38Q: 3 clusters Score -3681839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3681839.000000 Penalty: 5031.813477
	Iteration 39F: 3 clusters Score -3681839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 101091 members 
Mstep: Class 3 contains 96039 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 17103 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 61418 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31605 members 
Mstep: Class 12 contains 65670 members 
Mstep: Class 13 contains 100014 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 110634 members 
Mstep: Class 16 contains 22448 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 15589 members 
Mstep: Class 19 contains 49218 members 
Mstep: Class 20 contains 99169 members 
Mstep: Class 22 contains 87482 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 25458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782384.000000 Penalty: 85112.554688
Iteration 79Q: 26 clusters Score -1.377824e+08 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 100984 members 
Mstep: Class 3 contains 100644 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 17100 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 61343 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 31813 members 
Mstep: Class 12 contains 65537 members 
Mstep: Class 13 contains 99721 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 109115 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 15524 members 
Mstep: Class 19 contains 49599 members 
Mstep: Class 20 contains 98245 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 85798 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 25501 members 
Mstep: Class 25 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137783456.000000 Penalty: 85112.554688
Iteration 80F: 26 clusters Score -1.377835e+08 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 100952 members 
Mstep: Class 3 contains 105680 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 17095 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 61285 members 
Mstep: Class 10 contains 256 members 
Mstep: Class 11 contains 31986 members 
Mstep: Class 12 contains 65430 members 
Mstep: Class 13 contains 99604 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 106632 members 
Mstep: Class 16 contains 21659 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 50117 members 
Mstep: Class 20 contains 97764 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 83831 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 25526 members 
Mstep: Class 25 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784496.000000 Penalty: 85112.554688
Iteration 81Q: 26 clusters Score -1.377845e+08 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 100905 members 
Mstep: Class 3 contains 110170 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 17093 members 
Mstep: Class 8 contains 14104 members 
Mstep: Class 9 contains 61187 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 32153 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 99712 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 104002 members 
Mstep: Class 16 contains 21336 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 15399 members 
Mstep: Class 19 contains 50800 members 
Mstep: Class 20 contains 97572 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 81784 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 25568 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784112.000000 Penalty: 85112.554688
Iteration 82Q: 26 clusters Score -1.377841e+08 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 100878 members 
Mstep: Class 3 contains 113819 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 17082 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 61107 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 65448 members 
Mstep: Class 13 contains 99912 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 101513 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 51542 members 
Mstep: Class 20 contains 97602 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 79843 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 25607 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782736.000000 Penalty: 85112.554688
Iteration 83Q: 26 clusters Score -1.377827e+08 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 100936 members 
Mstep: Class 3 contains 116428 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 17071 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 61036 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32425 members 
Mstep: Class 12 contains 65595 members 
Mstep: Class 13 contains 100015 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 99296 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 17 contains 5064 members 
Mstep: Class 18 contains 15291 members 
Mstep: Class 19 contains 52306 members 
Mstep: Class 20 contains 97903 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 78128 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 25648 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782096.000000 Penalty: 85112.554688
Iteration 84Q: 26 clusters Score -1.377821e+08 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101150 members 
Mstep: Class 3 contains 117839 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 7 contains 17062 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 60996 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32526 members 
Mstep: Class 12 contains 65788 members 
Mstep: Class 13 contains 100083 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 97634 members 
Mstep: Class 16 contains 20769 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 53059 members 
Mstep: Class 20 contains 98312 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 76756 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 25679 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137781872.000000 Penalty: 85112.554688
Iteration 85Q: 26 clusters Score -1.377819e+08 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101390 members 
Mstep: Class 3 contains 118249 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 17055 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 60980 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32619 members 
Mstep: Class 12 contains 66015 members 
Mstep: Class 13 contains 99970 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 15 contains 96903 members 
Mstep: Class 16 contains 20658 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 15201 members 
Mstep: Class 19 contains 53665 members 
Mstep: Class 20 contains 98712 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 22 contains 75641 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 25699 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782096.000000 Penalty: 85112.554688
Iteration 86Q: 26 clusters Score -1.377821e+08 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 117953 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 17044 members 
Mstep: Class 8 contains 14191 members 
Mstep: Class 9 contains 60932 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 66239 members 
Mstep: Class 13 contains 99842 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 96885 members 
Mstep: Class 16 contains 20583 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 15164 members 
Mstep: Class 19 contains 54129 members 
Mstep: Class 20 contains 99086 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 74722 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 25716 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137782672.000000 Penalty: 85112.554688
Iteration 87Q: 26 clusters Score -1.377827e+08 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101868 members 
Mstep: Class 3 contains 117113 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 14226 members 
Mstep: Class 9 contains 60907 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32774 members 
Mstep: Class 12 contains 66376 members 
Mstep: Class 13 contains 99611 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 97626 members 
Mstep: Class 16 contains 20504 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 54458 members 
Mstep: Class 20 contains 99404 members 
Mstep: Class 21 contains 601 members 
Mstep: Class 22 contains 73983 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 25731 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137784416.000000 Penalty: 85112.554688
Iteration 88Q: 26 clusters Score -1.377844e+08 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102128 members 
Mstep: Class 3 contains 115931 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 17013 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 9 contains 60859 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32871 members 
Mstep: Class 12 contains 66503 members 
Mstep: Class 13 contains 99202 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 99139 members 
Mstep: Class 16 contains 20402 members 
Mstep: Class 17 contains 5068 members 
Mstep: Class 18 contains 15124 members 
Mstep: Class 19 contains 54609 members 
Mstep: Class 20 contains 99604 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 73304 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 25735 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137786048.000000 Penalty: 85112.554688
Iteration 89Q: 26 clusters Score -1.37786e+08 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102339 members 
Mstep: Class 3 contains 114608 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 14257 members 
Mstep: Class 9 contains 60805 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 66577 members 
Mstep: Class 13 contains 98856 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 101137 members 
Mstep: Class 16 contains 20293 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 15107 members 
Mstep: Class 19 contains 54634 members 
Mstep: Class 20 contains 99712 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 72636 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 25738 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137787328.000000 Penalty: 85112.554688
Iteration 90Q: 26 clusters Score -1.377873e+08 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102424 members 
Mstep: Class 3 contains 113205 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 16978 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 60757 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32953 members 
Mstep: Class 12 contains 66607 members 
Mstep: Class 13 contains 98534 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 103616 members 
Mstep: Class 16 contains 20169 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 15091 members 
Mstep: Class 19 contains 54599 members 
Mstep: Class 20 contains 99666 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 71927 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 25737 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137788912.000000 Penalty: 85112.554688
Iteration 91Q: 26 clusters Score -1.377889e+08 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102490 members 
Mstep: Class 3 contains 111789 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 4296 members 
Mstep: Class 7 contains 16966 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 60708 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32997 members 
Mstep: Class 12 contains 66610 members 
Mstep: Class 13 contains 98081 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 106401 members 
Mstep: Class 16 contains 20022 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 15065 members 
Mstep: Class 19 contains 54529 members 
Mstep: Class 20 contains 99601 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 71175 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 25733 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137790656.000000 Penalty: 85112.554688
Iteration 92Q: 26 clusters Score -1.377907e+08 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102506 members 
Mstep: Class 3 contains 110602 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 16956 members 
Mstep: Class 8 contains 14244 members 
Mstep: Class 9 contains 60656 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33008 members 
Mstep: Class 12 contains 66570 members 
Mstep: Class 13 contains 97724 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 109081 members 
Mstep: Class 16 contains 19815 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 15045 members 
Mstep: Class 19 contains 54445 members 
Mstep: Class 20 contains 99484 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 70491 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 25738 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137791856.000000 Penalty: 85112.554688
Iteration 93Q: 26 clusters Score -1.377919e+08 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102504 members 
Mstep: Class 3 contains 109718 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 16954 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 9 contains 60609 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33010 members 
Mstep: Class 12 contains 66465 members 
Mstep: Class 13 contains 97428 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 111296 members 
Mstep: Class 16 contains 19627 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 15033 members 
Mstep: Class 19 contains 54340 members 
Mstep: Class 20 contains 99454 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 69919 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 25723 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792640.000000 Penalty: 85112.554688
Iteration 94Q: 26 clusters Score -1.377926e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102447 members 
Mstep: Class 3 contains 109085 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 16944 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 60564 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33001 members 
Mstep: Class 12 contains 66356 members 
Mstep: Class 13 contains 97146 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 113194 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 15021 members 
Mstep: Class 19 contains 54218 members 
Mstep: Class 20 contains 99472 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 69450 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 25720 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793040.000000 Penalty: 85112.554688
Iteration 95Q: 26 clusters Score -1.37793e+08 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102357 members 
Mstep: Class 3 contains 108629 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 16935 members 
Mstep: Class 8 contains 14158 members 
Mstep: Class 9 contains 60523 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32999 members 
Mstep: Class 12 contains 66255 members 
Mstep: Class 13 contains 97036 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 114498 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 15004 members 
Mstep: Class 19 contains 54130 members 
Mstep: Class 20 contains 99661 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 68988 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 25715 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 85112.554688
Iteration 96Q: 26 clusters Score -1.377928e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102290 members 
Mstep: Class 3 contains 108359 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 16921 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33024 members 
Mstep: Class 12 contains 66142 members 
Mstep: Class 13 contains 97020 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 115455 members 
Mstep: Class 16 contains 19158 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 18 contains 14990 members 
Mstep: Class 19 contains 54009 members 
Mstep: Class 20 contains 99844 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 68614 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 25702 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792640.000000 Penalty: 85112.554688
Iteration 97Q: 26 clusters Score -1.377926e+08 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102214 members 
Mstep: Class 3 contains 108163 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 16905 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 60452 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33020 members 
Mstep: Class 12 contains 66047 members 
Mstep: Class 13 contains 97055 members 
Mstep: Class 14 contains 1968 members 
Mstep: Class 15 contains 116122 members 
Mstep: Class 16 contains 19047 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 14978 members 
Mstep: Class 19 contains 53890 members 
Mstep: Class 20 contains 100100 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 68283 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 25689 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792448.000000 Penalty: 85112.554688
Iteration 98Q: 26 clusters Score -1.377924e+08 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102194 members 
Mstep: Class 3 contains 108117 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 16889 members 
Mstep: Class 8 contains 14109 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33010 members 
Mstep: Class 12 contains 65962 members 
Mstep: Class 13 contains 97111 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 116567 members 
Mstep: Class 16 contains 18965 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 18 contains 14965 members 
Mstep: Class 19 contains 53745 members 
Mstep: Class 20 contains 100298 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 68010 members 
Mstep: Class 23 contains 3352 members 
Mstep: Class 24 contains 25666 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792016.000000 Penalty: 85112.554688
Iteration 99Q: 26 clusters Score -1.37792e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102168 members 
Mstep: Class 3 contains 108060 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 16870 members 
Mstep: Class 8 contains 14107 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 33004 members 
Mstep: Class 12 contains 65902 members 
Mstep: Class 13 contains 97170 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 15 contains 116823 members 
Mstep: Class 16 contains 18895 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 14948 members 
Mstep: Class 19 contains 53615 members 
Mstep: Class 20 contains 100542 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 67795 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 25675 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792336.000000 Penalty: 85112.554688
Iteration 100F: 26 clusters Score -1.377923e+08 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 102170 members 
Mstep: Class 3 contains 108107 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 16859 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 33011 members 
Mstep: Class 12 contains 65861 members 
Mstep: Class 13 contains 97108 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 117026 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 53442 members 
Mstep: Class 20 contains 100795 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 67618 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 25667 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 85112.554688
Iteration 101Q: 26 clusters Score -1.377928e+08 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102191 members 
Mstep: Class 3 contains 108158 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 16841 members 
Mstep: Class 8 contains 14115 members 
Mstep: Class 9 contains 60427 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 33018 members 
Mstep: Class 12 contains 65817 members 
Mstep: Class 13 contains 97027 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 117108 members 
Mstep: Class 16 contains 18784 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 101070 members 
Mstep: Class 21 contains 601 members 
Mstep: Class 22 contains 67501 members 
Mstep: Class 23 contains 3330 members 
Mstep: Class 24 contains 25672 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 85112.554688
Iteration 102Q: 26 clusters Score -1.377928e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102231 members 
Mstep: Class 3 contains 108190 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 60427 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 33002 members 
Mstep: Class 12 contains 65768 members 
Mstep: Class 13 contains 96954 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 117064 members 
Mstep: Class 16 contains 18744 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 14882 members 
Mstep: Class 19 contains 53099 members 
Mstep: Class 20 contains 101451 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 67431 members 
Mstep: Class 23 contains 3326 members 
Mstep: Class 24 contains 25677 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792384.000000 Penalty: 85112.554688
Iteration 103Q: 26 clusters Score -1.377924e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 102233 members 
Mstep: Class 3 contains 108226 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 16823 members 
Mstep: Class 8 contains 14127 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32996 members 
Mstep: Class 12 contains 65702 members 
Mstep: Class 13 contains 96886 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 116940 members 
Mstep: Class 16 contains 18712 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 52944 members 
Mstep: Class 20 contains 101903 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 67378 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 25682 members 
Mstep: Class 25 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792384.000000 Penalty: 85112.554688
Iteration 104Q: 26 clusters Score -1.377924e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 102225 members 
Mstep: Class 3 contains 108223 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 16816 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 60433 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32985 members 
Mstep: Class 12 contains 65674 members 
Mstep: Class 13 contains 96836 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 116788 members 
Mstep: Class 16 contains 18675 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 14828 members 
Mstep: Class 19 contains 52812 members 
Mstep: Class 20 contains 102381 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 67327 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 25677 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792352.000000 Penalty: 85112.554688
Iteration 105Q: 26 clusters Score -1.377924e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 102231 members 
Mstep: Class 3 contains 108160 members 
Mstep: Class 4 contains 568 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 60459 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32961 members 
Mstep: Class 12 contains 65639 members 
Mstep: Class 13 contains 96806 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 116694 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 14794 members 
Mstep: Class 19 contains 52690 members 
Mstep: Class 20 contains 102846 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 67273 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 25663 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792320.000000 Penalty: 85112.554688
Iteration 106Q: 26 clusters Score -1.377923e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102231 members 
Mstep: Class 3 contains 108105 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 16804 members 
Mstep: Class 8 contains 14106 members 
Mstep: Class 9 contains 60481 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32913 members 
Mstep: Class 12 contains 65590 members 
Mstep: Class 13 contains 96803 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 116600 members 
Mstep: Class 16 contains 18584 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 14762 members 
Mstep: Class 19 contains 52618 members 
Mstep: Class 20 contains 103259 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 67227 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 25655 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792624.000000 Penalty: 85112.554688
Iteration 107Q: 26 clusters Score -1.377926e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102187 members 
Mstep: Class 3 contains 108122 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 16789 members 
Mstep: Class 8 contains 14090 members 
Mstep: Class 9 contains 60507 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32867 members 
Mstep: Class 12 contains 65549 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 116576 members 
Mstep: Class 16 contains 18549 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 14725 members 
Mstep: Class 19 contains 52555 members 
Mstep: Class 20 contains 103555 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 67183 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 25643 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792496.000000 Penalty: 85112.554688
Iteration 108Q: 26 clusters Score -1.377925e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102142 members 
Mstep: Class 3 contains 108175 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 16775 members 
Mstep: Class 8 contains 14072 members 
Mstep: Class 9 contains 60534 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32844 members 
Mstep: Class 12 contains 65512 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 116502 members 
Mstep: Class 16 contains 18519 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 14689 members 
Mstep: Class 19 contains 52474 members 
Mstep: Class 20 contains 103826 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 67143 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 25635 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792416.000000 Penalty: 85112.554688
Iteration 109Q: 26 clusters Score -1.377924e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102126 members 
Mstep: Class 3 contains 108187 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 14070 members 
Mstep: Class 9 contains 60563 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32822 members 
Mstep: Class 12 contains 65458 members 
Mstep: Class 13 contains 96856 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 116455 members 
Mstep: Class 16 contains 18492 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 14649 members 
Mstep: Class 19 contains 52418 members 
Mstep: Class 20 contains 104046 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 67098 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 25623 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792592.000000 Penalty: 85112.554688
Iteration 110Q: 26 clusters Score -1.377926e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102115 members 
Mstep: Class 3 contains 108212 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 14057 members 
Mstep: Class 9 contains 60589 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32808 members 
Mstep: Class 12 contains 65412 members 
Mstep: Class 13 contains 96913 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 116410 members 
Mstep: Class 16 contains 18473 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 14610 members 
Mstep: Class 19 contains 52367 members 
Mstep: Class 20 contains 104221 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 67045 members 
Mstep: Class 23 contains 3314 members 
Mstep: Class 24 contains 25624 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792592.000000 Penalty: 85112.554688
Iteration 111Q: 26 clusters Score -1.377926e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102115 members 
Mstep: Class 3 contains 108215 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 16739 members 
Mstep: Class 8 contains 14038 members 
Mstep: Class 9 contains 60623 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32781 members 
Mstep: Class 12 contains 65379 members 
Mstep: Class 13 contains 97001 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 116367 members 
Mstep: Class 16 contains 18447 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 14586 members 
Mstep: Class 19 contains 52298 members 
Mstep: Class 20 contains 104379 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 67000 members 
Mstep: Class 23 contains 3309 members 
Mstep: Class 24 contains 25612 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 85112.554688
Iteration 112Q: 26 clusters Score -1.377927e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102093 members 
Mstep: Class 3 contains 108193 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 16724 members 
Mstep: Class 8 contains 14025 members 
Mstep: Class 9 contains 60661 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32776 members 
Mstep: Class 12 contains 65327 members 
Mstep: Class 13 contains 97072 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 116397 members 
Mstep: Class 16 contains 18441 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 14563 members 
Mstep: Class 19 contains 52249 members 
Mstep: Class 20 contains 104482 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 66958 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 25593 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 85112.554688
Iteration 113Q: 26 clusters Score -1.377927e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102069 members 
Mstep: Class 3 contains 108192 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 16716 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 60692 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32763 members 
Mstep: Class 12 contains 65282 members 
Mstep: Class 13 contains 97158 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 116420 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 14541 members 
Mstep: Class 19 contains 52209 members 
Mstep: Class 20 contains 104545 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792480.000000 Penalty: 85112.554688
Iteration 114Q: 26 clusters Score -1.377925e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102035 members 
Mstep: Class 3 contains 108191 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 16715 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 60717 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 32754 members 
Mstep: Class 12 contains 65235 members 
Mstep: Class 13 contains 97224 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 116439 members 
Mstep: Class 16 contains 18417 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 14512 members 
Mstep: Class 19 contains 52164 members 
Mstep: Class 20 contains 104629 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 66903 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 25565 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 85112.554688
Iteration 115Q: 26 clusters Score -1.377927e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102024 members 
Mstep: Class 3 contains 108151 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 16712 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 60722 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32749 members 
Mstep: Class 12 contains 65194 members 
Mstep: Class 13 contains 97312 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 116464 members 
Mstep: Class 16 contains 18411 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 14495 members 
Mstep: Class 19 contains 52133 members 
Mstep: Class 20 contains 104681 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 66875 members 
Mstep: Class 23 contains 3306 members 
Mstep: Class 24 contains 25565 members 
Mstep: Class 25 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792304.000000 Penalty: 85112.554688
Iteration 116Q: 26 clusters Score -1.377923e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102010 members 
Mstep: Class 3 contains 108124 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 14000 members 
Mstep: Class 9 contains 60742 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32733 members 
Mstep: Class 12 contains 65132 members 
Mstep: Class 13 contains 97386 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 116482 members 
Mstep: Class 16 contains 18415 members 
Mstep: Class 17 contains 5113 members 
Mstep: Class 18 contains 14489 members 
Mstep: Class 19 contains 52104 members 
Mstep: Class 20 contains 104744 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 66858 members 
Mstep: Class 23 contains 3304 members 
Mstep: Class 24 contains 25560 members 
Mstep: Class 25 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792368.000000 Penalty: 85112.554688
Iteration 117Q: 26 clusters Score -1.377924e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102005 members 
Mstep: Class 3 contains 108121 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60760 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32722 members 
Mstep: Class 12 contains 65074 members 
Mstep: Class 13 contains 97463 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 116515 members 
Mstep: Class 16 contains 18411 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 14480 members 
Mstep: Class 19 contains 52079 members 
Mstep: Class 20 contains 104753 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 66830 members 
Mstep: Class 23 contains 3304 members 
Mstep: Class 24 contains 25546 members 
Mstep: Class 25 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792096.000000 Penalty: 85112.554688
Iteration 118Q: 26 clusters Score -1.377921e+08 nChanged 905
Entering ConstructFrom: 
Score: -137792096.000000 Penalty: 85112.554688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 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: -24155.261719 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24155.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24231.857422 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24231.86 nChanged 5
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: -24260.375000 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -24260.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24298.357422 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24298.36 nChanged 1
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: -24303.166016 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -24303.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24311.226562 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -24311.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24320.388672 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -24320.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24326.748047 Penalty: 2642.626465
	Iteration 7Q: 3 clusters Score -24326.75 nChanged 1
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: -24328.957031 Penalty: 2642.626465
	Iteration 8Q: 3 clusters Score -24328.96 nChanged 0
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: -24328.957031 Penalty: 2642.626465
	Iteration 9F: 3 clusters Score -24328.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Entering Unmasked Estep 
Score: -15691172.000000 Penalty: 2860.143311
	Iteration 0F: 2 clusters Score -1.569117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -15626700.000000 Penalty: 5720.286621
	Iteration 0F: 3 clusters Score -1.56267e+07 nChanged 48138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -15654445.000000 Penalty: 5720.286621
	Iteration 1F: 3 clusters Score -1.565444e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -15655949.000000 Penalty: 5720.286621
	Iteration 2Q: 3 clusters Score -1.565595e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -15658439.000000 Penalty: 5720.286621
	Iteration 3F: 3 clusters Score -1.565844e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -15662691.000000 Penalty: 5720.286621
	Iteration 4F: 3 clusters Score -1.566269e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -15669817.000000 Penalty: 5720.286621
	Iteration 5F: 3 clusters Score -1.566982e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -15678773.000000 Penalty: 5720.286621
	Iteration 6F: 3 clusters Score -1.567877e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -15685133.000000 Penalty: 5720.286621
	Iteration 7F: 3 clusters Score -1.568513e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15687546.000000 Penalty: 5720.286621
	Iteration 8Q: 3 clusters Score -1.568755e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15688284.000000 Penalty: 5720.286621
	Iteration 9Q: 3 clusters Score -1.568828e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15688532.000000 Penalty: 5720.286621
	Iteration 10Q: 3 clusters Score -1.568853e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15688640.000000 Penalty: 5720.286621
	Iteration 11Q: 3 clusters Score -1.568864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15688698.000000 Penalty: 5720.286621
	Iteration 12Q: 3 clusters Score -1.56887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15688727.000000 Penalty: 5720.286621
	Iteration 13Q: 3 clusters Score -1.568873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15688736.000000 Penalty: 5720.286621
	Iteration 14Q: 3 clusters Score -1.568874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15688736.000000 Penalty: 5720.286621
	Iteration 15Q: 3 clusters Score -1.568874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15688748.000000 Penalty: 5720.286621
	Iteration 16Q: 3 clusters Score -1.568875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15688751.000000 Penalty: 5720.286621
	Iteration 17Q: 3 clusters Score -1.568875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15688751.000000 Penalty: 5720.286621
	Iteration 18F: 3 clusters Score -1.568875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Entering Unmasked Estep 
Score: -16612565.000000 Penalty: 2874.592529
	Iteration 0F: 2 clusters Score -1.661256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -16544250.000000 Penalty: 5749.185059
	Iteration 0F: 3 clusters Score -1.654425e+07 nChanged 51331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -16573894.000000 Penalty: 5749.185059
	Iteration 1F: 3 clusters Score -1.657389e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -16574658.000000 Penalty: 5749.185059
	Iteration 2Q: 3 clusters Score -1.657466e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -16575466.000000 Penalty: 5749.185059
	Iteration 3Q: 3 clusters Score -1.657547e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -16576356.000000 Penalty: 5749.185059
	Iteration 4Q: 3 clusters Score -1.657636e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -16577706.000000 Penalty: 5749.185059
	Iteration 5Q: 3 clusters Score -1.657771e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -16579843.000000 Penalty: 5749.185059
	Iteration 6Q: 3 clusters Score -1.657984e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -16583519.000000 Penalty: 5749.185059
	Iteration 7F: 3 clusters Score -1.658352e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -16589020.000000 Penalty: 5749.185059
	Iteration 8F: 3 clusters Score -1.658902e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -16596274.000000 Penalty: 5749.185059
	Iteration 9F: 3 clusters Score -1.659627e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -16602701.000000 Penalty: 5749.185059
	Iteration 10F: 3 clusters Score -1.66027e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -16606504.000000 Penalty: 5749.185059
	Iteration 11Q: 3 clusters Score -1.66065e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -16608259.000000 Penalty: 5749.185059
	Iteration 12Q: 3 clusters Score -1.660826e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -16609231.000000 Penalty: 5749.185059
	Iteration 13Q: 3 clusters Score -1.660923e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -16609643.000000 Penalty: 5749.185059
	Iteration 14Q: 3 clusters Score -1.660964e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -16609852.000000 Penalty: 5749.185059
	Iteration 15Q: 3 clusters Score -1.660985e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -16609981.000000 Penalty: 5749.185059
	Iteration 16Q: 3 clusters Score -1.660998e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -16610089.000000 Penalty: 5749.185059
	Iteration 17Q: 3 clusters Score -1.661009e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 107320 members 
Entering Unmasked Estep 
Score: -16610140.000000 Penalty: 5749.185059
	Iteration 18Q: 3 clusters Score -1.661014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -16610166.000000 Penalty: 5749.185059
	Iteration 19Q: 3 clusters Score -1.661017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -16610189.000000 Penalty: 5749.185059
	Iteration 20F: 3 clusters Score -1.661019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -16610196.000000 Penalty: 5749.185059
	Iteration 21Q: 3 clusters Score -1.66102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -16610199.000000 Penalty: 5749.185059
	Iteration 22Q: 3 clusters Score -1.66102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -16610206.000000 Penalty: 5749.185059
	Iteration 23Q: 3 clusters Score -1.661021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -16610233.000000 Penalty: 5749.185059
	Iteration 24Q: 3 clusters Score -1.661023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -16610246.000000 Penalty: 5749.185059
	Iteration 25Q: 3 clusters Score -1.661025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -16610250.000000 Penalty: 5749.185059
	Iteration 26Q: 3 clusters Score -1.661025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -16610246.000000 Penalty: 5749.185059
	Iteration 27Q: 3 clusters Score -1.661025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -16610258.000000 Penalty: 5749.185059
	Iteration 28Q: 3 clusters Score -1.661026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -16610247.000000 Penalty: 5749.185059
	Iteration 29Q: 3 clusters Score -1.661025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -16610248.000000 Penalty: 5749.185059
	Iteration 30Q: 3 clusters Score -1.661025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -16610256.000000 Penalty: 5749.185059
	Iteration 31Q: 3 clusters Score -1.661026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -16610265.000000 Penalty: 5749.185059
	Iteration 32Q: 3 clusters Score -1.661026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -16610265.000000 Penalty: 5749.185059
	Iteration 33F: 3 clusters Score -1.661026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -72839.476562 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -72839.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71375.757812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -71375.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71920.445312 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -71920.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72507.398438 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -72507.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72833.429688 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -72833.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72979.265625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -72979.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73098.664062 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73098.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73128.968750 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -73128.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73135.359375 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -73135.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73135.359375 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -73135.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 108131 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60779 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 65021 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 116556 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 66822 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 1432 members 
Mstep: Class 26 contains 194 members 
Entering Unmasked Estep 
Score: -137790480.000000 Penalty: 88517.062500
Splitting cluster 4 changes total score from -137792096.000000 to -137790480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -298767.718750 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -298767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -296216.656250 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -296216.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -296659.781250 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -296659.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -296784.437500 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -296784.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296846.000000 Penalty: 3753.146729
	Iteration 3Q: 3 clusters Score -296846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -296882.250000 Penalty: 3753.146729
	Iteration 4Q: 3 clusters Score -296882.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -296899.593750 Penalty: 3753.146729
	Iteration 5Q: 3 clusters Score -296899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296911.718750 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -296911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296920.562500 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -296920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296924.687500 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -296924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296927.125000 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -296927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -296930.187500 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -296930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296932.593750 Penalty: 3753.146729
	Iteration 11Q: 3 clusters Score -296932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296933.406250 Penalty: 3753.146729
	Iteration 12Q: 3 clusters Score -296933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296935.093750 Penalty: 3753.146729
	Iteration 13Q: 3 clusters Score -296935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -296939.437500 Penalty: 3753.146729
	Iteration 14Q: 3 clusters Score -296939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296940.875000 Penalty: 3753.146729
	Iteration 15Q: 3 clusters Score -296940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296941.781250 Penalty: 3753.146729
	Iteration 16Q: 3 clusters Score -296941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296941.906250 Penalty: 3753.146729
	Iteration 17Q: 3 clusters Score -296941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296941.906250 Penalty: 3753.146729
	Iteration 18F: 3 clusters Score -296941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -713355.250000 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -713355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -708997.500000 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -708997.5 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -710175.000000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -710175 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -710537.250000 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -710537.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -710843.125000 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -710843.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -711091.375000 Penalty: 4208.601562
	Iteration 4F: 3 clusters Score -711091.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -711307.812500 Penalty: 4208.601562
	Iteration 5F: 3 clusters Score -711307.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -711500.250000 Penalty: 4208.601562
	Iteration 6F: 3 clusters Score -711500.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -711661.562500 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -711661.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -711781.750000 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -711781.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -711885.062500 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -711885.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -711959.500000 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -711959.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -712020.875000 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -712020.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -712061.125000 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -712061.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -712086.937500 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -712086.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -712101.125000 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -712101.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -712113.875000 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -712113.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -712125.687500 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -712125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -712135.125000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -712135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -712143.875000 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -712143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -712153.937500 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -712153.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -712164.125000 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -712164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -712170.187500 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -712170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -712177.312500 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -712177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -712181.687500 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -712181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -712186.000000 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -712186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -712187.375000 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -712187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -712189.125000 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -712189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -712190.500000 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -712190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -712192.875000 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -712192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -712193.812500 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -712193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -712194.875000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -712194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -712197.250000 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -712197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -712196.500000 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -712196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -712197.750000 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -712197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -712197.750000 Penalty: 4208.601562
	Iteration 34F: 3 clusters Score -712197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Entering Unmasked Estep 
Score: -2355971.750000 Penalty: 2411.314941
	Iteration 0F: 2 clusters Score -2355972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2344034.000000 Penalty: 4822.629883
	Iteration 0F: 3 clusters Score -2344034 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2347975.500000 Penalty: 4822.629883
	Iteration 1F: 3 clusters Score -2347976 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2348633.000000 Penalty: 4822.629883
	Iteration 2F: 3 clusters Score -2348633 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2349425.500000 Penalty: 4822.629883
	Iteration 3F: 3 clusters Score -2349426 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2350307.500000 Penalty: 4822.629883
	Iteration 4F: 3 clusters Score -2350308 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2351087.500000 Penalty: 4822.629883
	Iteration 5F: 3 clusters Score -2351088 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2351750.250000 Penalty: 4822.629883
	Iteration 6F: 3 clusters Score -2351750 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2352266.500000 Penalty: 4822.629883
	Iteration 7F: 3 clusters Score -2352266 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2352741.250000 Penalty: 4822.629883
	Iteration 8Q: 3 clusters Score -2352741 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2353115.250000 Penalty: 4822.629883
	Iteration 9Q: 3 clusters Score -2353115 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2353383.750000 Penalty: 4822.629883
	Iteration 10Q: 3 clusters Score -2353384 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2353574.750000 Penalty: 4822.629883
	Iteration 11Q: 3 clusters Score -2353575 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2353674.250000 Penalty: 4822.629883
	Iteration 12Q: 3 clusters Score -2353674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2353773.250000 Penalty: 4822.629883
	Iteration 13Q: 3 clusters Score -2353773 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2353860.000000 Penalty: 4822.629883
	Iteration 14Q: 3 clusters Score -2353860 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2353974.000000 Penalty: 4822.629883
	Iteration 15Q: 3 clusters Score -2353974 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2354086.000000 Penalty: 4822.629883
	Iteration 16Q: 3 clusters Score -2354086 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2354148.750000 Penalty: 4822.629883
	Iteration 17Q: 3 clusters Score -2354149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2354212.500000 Penalty: 4822.629883
	Iteration 18Q: 3 clusters Score -2354212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2354250.000000 Penalty: 4822.629883
	Iteration 19Q: 3 clusters Score -2354250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2354265.750000 Penalty: 4822.629883
	Iteration 20F: 3 clusters Score -2354266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2354286.500000 Penalty: 4822.629883
	Iteration 21Q: 3 clusters Score -2354286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2354306.750000 Penalty: 4822.629883
	Iteration 22Q: 3 clusters Score -2354307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2354321.750000 Penalty: 4822.629883
	Iteration 23Q: 3 clusters Score -2354322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2354325.250000 Penalty: 4822.629883
	Iteration 24Q: 3 clusters Score -2354325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2354336.500000 Penalty: 4822.629883
	Iteration 25Q: 3 clusters Score -2354336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2354347.500000 Penalty: 4822.629883
	Iteration 26Q: 3 clusters Score -2354348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2354351.000000 Penalty: 4822.629883
	Iteration 27Q: 3 clusters Score -2354351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2354360.250000 Penalty: 4822.629883
	Iteration 28Q: 3 clusters Score -2354360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2354365.250000 Penalty: 4822.629883
	Iteration 29Q: 3 clusters Score -2354365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2354372.750000 Penalty: 4822.629883
	Iteration 30Q: 3 clusters Score -2354373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2354375.250000 Penalty: 4822.629883
	Iteration 31Q: 3 clusters Score -2354375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2354376.000000 Penalty: 4822.629883
	Iteration 32Q: 3 clusters Score -2354376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2354382.000000 Penalty: 4822.629883
	Iteration 33Q: 3 clusters Score -2354382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2354385.750000 Penalty: 4822.629883
	Iteration 34Q: 3 clusters Score -2354386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2354391.250000 Penalty: 4822.629883
	Iteration 35Q: 3 clusters Score -2354391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2354387.250000 Penalty: 4822.629883
	Iteration 36Q: 3 clusters Score -2354387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2354395.000000 Penalty: 4822.629883
	Iteration 37Q: 3 clusters Score -2354395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2354394.750000 Penalty: 4822.629883
	Iteration 38Q: 3 clusters Score -2354395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2354398.750000 Penalty: 4822.629883
	Iteration 39Q: 3 clusters Score -2354399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2354404.250000 Penalty: 4822.629883
	Iteration 40F: 3 clusters Score -2354404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2354404.250000 Penalty: 4822.629883
	Iteration 41Q: 3 clusters Score -2354404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2354404.250000 Penalty: 4822.629883
	Iteration 42Q: 3 clusters Score -2354404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2354405.000000 Penalty: 4822.629883
	Iteration 43Q: 3 clusters Score -2354405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2354410.250000 Penalty: 4822.629883
	Iteration 44Q: 3 clusters Score -2354410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2354403.500000 Penalty: 4822.629883
	Iteration 45Q: 3 clusters Score -2354404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2354409.000000 Penalty: 4822.629883
	Iteration 46Q: 3 clusters Score -2354409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2354406.500000 Penalty: 4822.629883
	Iteration 47Q: 3 clusters Score -2354406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2354413.750000 Penalty: 4822.629883
	Iteration 48Q: 3 clusters Score -2354414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2354414.750000 Penalty: 4822.629883
	Iteration 49Q: 3 clusters Score -2354415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2354413.000000 Penalty: 4822.629883
	Iteration 50Q: 3 clusters Score -2354413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2354418.750000 Penalty: 4822.629883
	Iteration 51Q: 3 clusters Score -2354419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2354413.250000 Penalty: 4822.629883
	Iteration 52Q: 3 clusters Score -2354413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2354416.500000 Penalty: 4822.629883
	Iteration 53Q: 3 clusters Score -2354416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2354418.000000 Penalty: 4822.629883
	Iteration 54Q: 3 clusters Score -2354418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2354414.250000 Penalty: 4822.629883
	Iteration 55Q: 3 clusters Score -2354414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2354414.250000 Penalty: 4822.629883
	Iteration 56Q: 3 clusters Score -2354414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2354416.000000 Penalty: 4822.629883
	Iteration 57Q: 3 clusters Score -2354416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2354420.250000 Penalty: 4822.629883
	Iteration 58Q: 3 clusters Score -2354420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2354420.500000 Penalty: 4822.629883
	Iteration 59Q: 3 clusters Score -2354420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2354420.250000 Penalty: 4822.629883
	Iteration 60F: 3 clusters Score -2354420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2354423.250000 Penalty: 4822.629883
	Iteration 61Q: 3 clusters Score -2354423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2354423.000000 Penalty: 4822.629883
	Iteration 62Q: 3 clusters Score -2354423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2354423.000000 Penalty: 4822.629883
	Iteration 63Q: 3 clusters Score -2354423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2354424.250000 Penalty: 4822.629883
	Iteration 64Q: 3 clusters Score -2354424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2354424.250000 Penalty: 4822.629883
	Iteration 65F: 3 clusters Score -2354424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Entering Unmasked Estep 
Score: -2161131.750000 Penalty: 2367.715820
	Iteration 0F: 2 clusters Score -2161132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2150951.250000 Penalty: 4735.431641
	Iteration 0F: 3 clusters Score -2150951 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2154121.000000 Penalty: 4735.431641
	Iteration 1F: 3 clusters Score -2154121 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2154466.250000 Penalty: 4735.431641
	Iteration 2F: 3 clusters Score -2154466 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2154782.000000 Penalty: 4735.431641
	Iteration 3Q: 3 clusters Score -2154782 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2155158.250000 Penalty: 4735.431641
	Iteration 4Q: 3 clusters Score -2155158 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2155561.250000 Penalty: 4735.431641
	Iteration 5Q: 3 clusters Score -2155561 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2155983.500000 Penalty: 4735.431641
	Iteration 6Q: 3 clusters Score -2155984 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2156446.250000 Penalty: 4735.431641
	Iteration 7Q: 3 clusters Score -2156446 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2156945.500000 Penalty: 4735.431641
	Iteration 8Q: 3 clusters Score -2156946 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2157408.750000 Penalty: 4735.431641
	Iteration 9Q: 3 clusters Score -2157409 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2157832.250000 Penalty: 4735.431641
	Iteration 10Q: 3 clusters Score -2157832 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2158199.000000 Penalty: 4735.431641
	Iteration 11Q: 3 clusters Score -2158199 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2158479.750000 Penalty: 4735.431641
	Iteration 12Q: 3 clusters Score -2158480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2158665.750000 Penalty: 4735.431641
	Iteration 13Q: 3 clusters Score -2158666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2158778.250000 Penalty: 4735.431641
	Iteration 14Q: 3 clusters Score -2158778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2158850.000000 Penalty: 4735.431641
	Iteration 15Q: 3 clusters Score -2158850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2158904.000000 Penalty: 4735.431641
	Iteration 16Q: 3 clusters Score -2158904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2158937.500000 Penalty: 4735.431641
	Iteration 17Q: 3 clusters Score -2158938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2158973.000000 Penalty: 4735.431641
	Iteration 18Q: 3 clusters Score -2158973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2158995.000000 Penalty: 4735.431641
	Iteration 19Q: 3 clusters Score -2158995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2159007.250000 Penalty: 4735.431641
	Iteration 20F: 3 clusters Score -2159007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2159019.500000 Penalty: 4735.431641
	Iteration 21Q: 3 clusters Score -2159020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2159029.750000 Penalty: 4735.431641
	Iteration 22Q: 3 clusters Score -2159030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2159035.250000 Penalty: 4735.431641
	Iteration 23Q: 3 clusters Score -2159035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2159037.500000 Penalty: 4735.431641
	Iteration 24Q: 3 clusters Score -2159038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2159038.250000 Penalty: 4735.431641
	Iteration 25Q: 3 clusters Score -2159038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2159040.500000 Penalty: 4735.431641
	Iteration 26Q: 3 clusters Score -2159040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2159041.500000 Penalty: 4735.431641
	Iteration 27Q: 3 clusters Score -2159042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2159041.500000 Penalty: 4735.431641
	Iteration 28F: 3 clusters Score -2159042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Entering Unmasked Estep 
Score: -9121003.000000 Penalty: 2731.719727
	Iteration 0F: 2 clusters Score -9121003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -9080090.000000 Penalty: 5463.439453
	Iteration 0F: 3 clusters Score -9080090 nChanged 28397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -9096219.000000 Penalty: 5463.439453
	Iteration 1F: 3 clusters Score -9096219 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -9097023.000000 Penalty: 5463.439453
	Iteration 2Q: 3 clusters Score -9097023 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -9097970.000000 Penalty: 5463.439453
	Iteration 3Q: 3 clusters Score -9097970 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9099130.000000 Penalty: 5463.439453
	Iteration 4Q: 3 clusters Score -9099130 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -9100576.000000 Penalty: 5463.439453
	Iteration 5F: 3 clusters Score -9100576 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -9102445.000000 Penalty: 5463.439453
	Iteration 6F: 3 clusters Score -9102445 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9104788.000000 Penalty: 5463.439453
	Iteration 7F: 3 clusters Score -9104788 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9107723.000000 Penalty: 5463.439453
	Iteration 8F: 3 clusters Score -9107723 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -9110619.000000 Penalty: 5463.439453
	Iteration 9F: 3 clusters Score -9110619 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -9112990.000000 Penalty: 5463.439453
	Iteration 10Q: 3 clusters Score -9112990 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9114651.000000 Penalty: 5463.439453
	Iteration 11Q: 3 clusters Score -9114651 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9115989.000000 Penalty: 5463.439453
	Iteration 12Q: 3 clusters Score -9115989 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -9116985.000000 Penalty: 5463.439453
	Iteration 13Q: 3 clusters Score -9116985 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -9117664.000000 Penalty: 5463.439453
	Iteration 14Q: 3 clusters Score -9117664 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9118124.000000 Penalty: 5463.439453
	Iteration 15Q: 3 clusters Score -9118124 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -9118427.000000 Penalty: 5463.439453
	Iteration 16Q: 3 clusters Score -9118427 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -9118580.000000 Penalty: 5463.439453
	Iteration 17Q: 3 clusters Score -9118580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -9118696.000000 Penalty: 5463.439453
	Iteration 18Q: 3 clusters Score -9118696 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -9118797.000000 Penalty: 5463.439453
	Iteration 19Q: 3 clusters Score -9118797 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -9118876.000000 Penalty: 5463.439453
	Iteration 20F: 3 clusters Score -9118876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -9118977.000000 Penalty: 5463.439453
	Iteration 21Q: 3 clusters Score -9118977 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -9119068.000000 Penalty: 5463.439453
	Iteration 22Q: 3 clusters Score -9119068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -9119168.000000 Penalty: 5463.439453
	Iteration 23Q: 3 clusters Score -9119168 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -9119195.000000 Penalty: 5463.439453
	Iteration 24Q: 3 clusters Score -9119195 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -9119274.000000 Penalty: 5463.439453
	Iteration 25Q: 3 clusters Score -9119274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -9119321.000000 Penalty: 5463.439453
	Iteration 26Q: 3 clusters Score -9119321 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -9119343.000000 Penalty: 5463.439453
	Iteration 27Q: 3 clusters Score -9119343 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -9119387.000000 Penalty: 5463.439453
	Iteration 28Q: 3 clusters Score -9119387 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -9119455.000000 Penalty: 5463.439453
	Iteration 29Q: 3 clusters Score -9119455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -9119491.000000 Penalty: 5463.439453
	Iteration 30Q: 3 clusters Score -9119491 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -9119525.000000 Penalty: 5463.439453
	Iteration 31Q: 3 clusters Score -9119525 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9119566.000000 Penalty: 5463.439453
	Iteration 32Q: 3 clusters Score -9119566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -9119676.000000 Penalty: 5463.439453
	Iteration 33Q: 3 clusters Score -9119676 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -9119756.000000 Penalty: 5463.439453
	Iteration 34Q: 3 clusters Score -9119756 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -9119851.000000 Penalty: 5463.439453
	Iteration 35Q: 3 clusters Score -9119851 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -9119896.000000 Penalty: 5463.439453
	Iteration 36Q: 3 clusters Score -9119896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -9119949.000000 Penalty: 5463.439453
	Iteration 37Q: 3 clusters Score -9119949 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -9120018.000000 Penalty: 5463.439453
	Iteration 38Q: 3 clusters Score -9120018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -9120021.000000 Penalty: 5463.439453
	Iteration 39Q: 3 clusters Score -9120021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -9120034.000000 Penalty: 5463.439453
	Iteration 40F: 3 clusters Score -9120034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -9120032.000000 Penalty: 5463.439453
	Iteration 41Q: 3 clusters Score -9120032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -9120045.000000 Penalty: 5463.439453
	Iteration 42Q: 3 clusters Score -9120045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -9120049.000000 Penalty: 5463.439453
	Iteration 43Q: 3 clusters Score -9120049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -9120069.000000 Penalty: 5463.439453
	Iteration 44Q: 3 clusters Score -9120069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -9120073.000000 Penalty: 5463.439453
	Iteration 45Q: 3 clusters Score -9120073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -9120052.000000 Penalty: 5463.439453
	Iteration 46Q: 3 clusters Score -9120052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -9120077.000000 Penalty: 5463.439453
	Iteration 47Q: 3 clusters Score -9120077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -9120086.000000 Penalty: 5463.439453
	Iteration 48Q: 3 clusters Score -9120086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -9120102.000000 Penalty: 5463.439453
	Iteration 49Q: 3 clusters Score -9120102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -9120103.000000 Penalty: 5463.439453
	Iteration 50Q: 3 clusters Score -9120103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -9120122.000000 Penalty: 5463.439453
	Iteration 51Q: 3 clusters Score -9120122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -9120125.000000 Penalty: 5463.439453
	Iteration 52Q: 3 clusters Score -9120125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -9120128.000000 Penalty: 5463.439453
	Iteration 53Q: 3 clusters Score -9120128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -9120126.000000 Penalty: 5463.439453
	Iteration 54Q: 3 clusters Score -9120126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -9120131.000000 Penalty: 5463.439453
	Iteration 55Q: 3 clusters Score -9120131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -9120123.000000 Penalty: 5463.439453
	Iteration 56Q: 3 clusters Score -9120123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -9120132.000000 Penalty: 5463.439453
	Iteration 57Q: 3 clusters Score -9120132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -9120128.000000 Penalty: 5463.439453
	Iteration 58Q: 3 clusters Score -9120128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -9120129.000000 Penalty: 5463.439453
	Iteration 59Q: 3 clusters Score -9120129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -9120137.000000 Penalty: 5463.439453
	Iteration 60F: 3 clusters Score -9120137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -9120137.000000 Penalty: 5463.439453
	Iteration 61Q: 3 clusters Score -9120137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -9120137.000000 Penalty: 5463.439453
	Iteration 62Q: 3 clusters Score -9120137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -9120134.000000 Penalty: 5463.439453
	Iteration 63Q: 3 clusters Score -9120134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -9120132.000000 Penalty: 5463.439453
	Iteration 64Q: 3 clusters Score -9120132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -9120132.000000 Penalty: 5463.439453
	Iteration 65F: 3 clusters Score -9120132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -25647.074219 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -25647.07 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 126 members 
Entering Unmasked Estep 
Score: -24563.189453 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -24563.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24698.164062 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -24698.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24728.849609 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -24728.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24747.197266 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -24747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24757.699219 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -24757.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24780.421875 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -24780.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24800.173828 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -24800.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24819.341797 Penalty: 2738.644775
	Iteration 7Q: 3 clusters Score -24819.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24826.187500 Penalty: 2738.644775
	Iteration 8Q: 3 clusters Score -24826.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24826.187500 Penalty: 2738.644775
	Iteration 9F: 3 clusters Score -24826.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Entering Unmasked Estep 
Score: -5050979.000000 Penalty: 2578.121094
	Iteration 0F: 2 clusters Score -5050979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5028506.000000 Penalty: 5156.242188
	Iteration 0F: 3 clusters Score -5028506 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5036655.000000 Penalty: 5156.242188
	Iteration 1F: 3 clusters Score -5036655 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5037095.000000 Penalty: 5156.242188
	Iteration 2Q: 3 clusters Score -5037095 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5037537.000000 Penalty: 5156.242188
	Iteration 3Q: 3 clusters Score -5037537 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5037998.000000 Penalty: 5156.242188
	Iteration 4Q: 3 clusters Score -5037998 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5038621.000000 Penalty: 5156.242188
	Iteration 5Q: 3 clusters Score -5038621 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -5039522.500000 Penalty: 5156.242188
	Iteration 6F: 3 clusters Score -5039522 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -5040939.500000 Penalty: 5156.242188
	Iteration 7F: 3 clusters Score -5040940 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -5042889.500000 Penalty: 5156.242188
	Iteration 8F: 3 clusters Score -5042890 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5044931.500000 Penalty: 5156.242188
	Iteration 9F: 3 clusters Score -5044932 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5046632.000000 Penalty: 5156.242188
	Iteration 10F: 3 clusters Score -5046632 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5047682.000000 Penalty: 5156.242188
	Iteration 11Q: 3 clusters Score -5047682 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5048200.500000 Penalty: 5156.242188
	Iteration 12Q: 3 clusters Score -5048200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5048424.500000 Penalty: 5156.242188
	Iteration 13Q: 3 clusters Score -5048424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5048523.500000 Penalty: 5156.242188
	Iteration 14Q: 3 clusters Score -5048524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5048579.000000 Penalty: 5156.242188
	Iteration 15Q: 3 clusters Score -5048579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5048603.000000 Penalty: 5156.242188
	Iteration 16Q: 3 clusters Score -5048603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5048628.000000 Penalty: 5156.242188
	Iteration 17Q: 3 clusters Score -5048628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5048643.000000 Penalty: 5156.242188
	Iteration 18Q: 3 clusters Score -5048643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5048652.000000 Penalty: 5156.242188
	Iteration 19Q: 3 clusters Score -5048652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5048647.000000 Penalty: 5156.242188
	Iteration 20F: 3 clusters Score -5048647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5048649.000000 Penalty: 5156.242188
	Iteration 21Q: 3 clusters Score -5048649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5048653.500000 Penalty: 5156.242188
	Iteration 22Q: 3 clusters Score -5048654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5048661.500000 Penalty: 5156.242188
	Iteration 23Q: 3 clusters Score -5048662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5048665.500000 Penalty: 5156.242188
	Iteration 24Q: 3 clusters Score -5048666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5048671.500000 Penalty: 5156.242188
	Iteration 25Q: 3 clusters Score -5048672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5048669.500000 Penalty: 5156.242188
	Iteration 26Q: 3 clusters Score -5048670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5048669.000000 Penalty: 5156.242188
	Iteration 27Q: 3 clusters Score -5048669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5048669.000000 Penalty: 5156.242188
	Iteration 28F: 3 clusters Score -5048669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Entering Unmasked Estep 
Score: -10137867.000000 Penalty: 2748.451416
	Iteration 0F: 2 clusters Score -1.013787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -10094435.000000 Penalty: 5496.902832
	Iteration 0F: 3 clusters Score -1.009444e+07 nChanged 30413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -10111446.000000 Penalty: 5496.902832
	Iteration 1F: 3 clusters Score -1.011145e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -10112276.000000 Penalty: 5496.902832
	Iteration 2Q: 3 clusters Score -1.011228e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -10113312.000000 Penalty: 5496.902832
	Iteration 3Q: 3 clusters Score -1.011331e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -10114717.000000 Penalty: 5496.902832
	Iteration 4Q: 3 clusters Score -1.011472e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -10116951.000000 Penalty: 5496.902832
	Iteration 5F: 3 clusters Score -1.011695e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -10120448.000000 Penalty: 5496.902832
	Iteration 6F: 3 clusters Score -1.012045e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -10124821.000000 Penalty: 5496.902832
	Iteration 7F: 3 clusters Score -1.012482e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -10129256.000000 Penalty: 5496.902832
	Iteration 8F: 3 clusters Score -1.012926e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -10132341.000000 Penalty: 5496.902832
	Iteration 9F: 3 clusters Score -1.013234e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -10133966.000000 Penalty: 5496.902832
	Iteration 10Q: 3 clusters Score -1.013397e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -10134748.000000 Penalty: 5496.902832
	Iteration 11Q: 3 clusters Score -1.013475e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -10135074.000000 Penalty: 5496.902832
	Iteration 12Q: 3 clusters Score -1.013507e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -10135215.000000 Penalty: 5496.902832
	Iteration 13Q: 3 clusters Score -1.013522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -10135329.000000 Penalty: 5496.902832
	Iteration 14Q: 3 clusters Score -1.013533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -10135402.000000 Penalty: 5496.902832
	Iteration 15Q: 3 clusters Score -1.01354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -10135421.000000 Penalty: 5496.902832
	Iteration 16Q: 3 clusters Score -1.013542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -10135479.000000 Penalty: 5496.902832
	Iteration 17Q: 3 clusters Score -1.013548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -10135487.000000 Penalty: 5496.902832
	Iteration 18Q: 3 clusters Score -1.013549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -10135523.000000 Penalty: 5496.902832
	Iteration 19Q: 3 clusters Score -1.013552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -10135524.000000 Penalty: 5496.902832
	Iteration 20F: 3 clusters Score -1.013552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -10135533.000000 Penalty: 5496.902832
	Iteration 21Q: 3 clusters Score -1.013553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -10135541.000000 Penalty: 5496.902832
	Iteration 22Q: 3 clusters Score -1.013554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -10135544.000000 Penalty: 5496.902832
	Iteration 23Q: 3 clusters Score -1.013554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -10135539.000000 Penalty: 5496.902832
	Iteration 24Q: 3 clusters Score -1.013554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -10135555.000000 Penalty: 5496.902832
	Iteration 25Q: 3 clusters Score -1.013556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -10135560.000000 Penalty: 5496.902832
	Iteration 26Q: 3 clusters Score -1.013556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -10135556.000000 Penalty: 5496.902832
	Iteration 27Q: 3 clusters Score -1.013556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -10135555.000000 Penalty: 5496.902832
	Iteration 28Q: 3 clusters Score -1.013556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -10135555.000000 Penalty: 5496.902832
	Iteration 29F: 3 clusters Score -1.013556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Entering Unmasked Estep 
Score: -15084874.000000 Penalty: 2849.013184
	Iteration 0F: 2 clusters Score -1.508487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -15021037.000000 Penalty: 5698.026367
	Iteration 0F: 3 clusters Score -1.502104e+07 nChanged 46199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -15047417.000000 Penalty: 5698.026367
	Iteration 1F: 3 clusters Score -1.504742e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -15048333.000000 Penalty: 5698.026367
	Iteration 2Q: 3 clusters Score -1.504833e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -15049307.000000 Penalty: 5698.026367
	Iteration 3Q: 3 clusters Score -1.504931e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -15050611.000000 Penalty: 5698.026367
	Iteration 4Q: 3 clusters Score -1.505061e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -15052401.000000 Penalty: 5698.026367
	Iteration 5Q: 3 clusters Score -1.50524e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -15055229.000000 Penalty: 5698.026367
	Iteration 6F: 3 clusters Score -1.505523e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -15059390.000000 Penalty: 5698.026367
	Iteration 7F: 3 clusters Score -1.505939e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -15064853.000000 Penalty: 5698.026367
	Iteration 8F: 3 clusters Score -1.506485e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -15070244.000000 Penalty: 5698.026367
	Iteration 9F: 3 clusters Score -1.507024e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -15074445.000000 Penalty: 5698.026367
	Iteration 10Q: 3 clusters Score -1.507444e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -15077043.000000 Penalty: 5698.026367
	Iteration 11Q: 3 clusters Score -1.507704e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -15078738.000000 Penalty: 5698.026367
	Iteration 12Q: 3 clusters Score -1.507874e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -15079936.000000 Penalty: 5698.026367
	Iteration 13Q: 3 clusters Score -1.507994e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -15080746.000000 Penalty: 5698.026367
	Iteration 14Q: 3 clusters Score -1.508075e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -15081290.000000 Penalty: 5698.026367
	Iteration 15Q: 3 clusters Score -1.508129e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -15081599.000000 Penalty: 5698.026367
	Iteration 16Q: 3 clusters Score -1.50816e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -15081864.000000 Penalty: 5698.026367
	Iteration 17Q: 3 clusters Score -1.508186e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -15082006.000000 Penalty: 5698.026367
	Iteration 18Q: 3 clusters Score -1.508201e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -15082098.000000 Penalty: 5698.026367
	Iteration 19Q: 3 clusters Score -1.50821e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -15082213.000000 Penalty: 5698.026367
	Iteration 20F: 3 clusters Score -1.508221e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -15082265.000000 Penalty: 5698.026367
	Iteration 21Q: 3 clusters Score -1.508226e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -15082314.000000 Penalty: 5698.026367
	Iteration 22Q: 3 clusters Score -1.508231e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -15082350.000000 Penalty: 5698.026367
	Iteration 23Q: 3 clusters Score -1.508235e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -15082378.000000 Penalty: 5698.026367
	Iteration 24Q: 3 clusters Score -1.508238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -15082386.000000 Penalty: 5698.026367
	Iteration 25Q: 3 clusters Score -1.508239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -15082411.000000 Penalty: 5698.026367
	Iteration 26Q: 3 clusters Score -1.508241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -15082395.000000 Penalty: 5698.026367
	Iteration 27Q: 3 clusters Score -1.50824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -15082425.000000 Penalty: 5698.026367
	Iteration 28Q: 3 clusters Score -1.508242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -15082439.000000 Penalty: 5698.026367
	Iteration 29Q: 3 clusters Score -1.508244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -15082421.000000 Penalty: 5698.026367
	Iteration 30Q: 3 clusters Score -1.508242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -15082432.000000 Penalty: 5698.026367
	Iteration 31Q: 3 clusters Score -1.508243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -15082449.000000 Penalty: 5698.026367
	Iteration 32Q: 3 clusters Score -1.508245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -15082439.000000 Penalty: 5698.026367
	Iteration 33Q: 3 clusters Score -1.508244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -15082456.000000 Penalty: 5698.026367
	Iteration 34Q: 3 clusters Score -1.508246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -15082469.000000 Penalty: 5698.026367
	Iteration 35Q: 3 clusters Score -1.508247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -15082493.000000 Penalty: 5698.026367
	Iteration 36Q: 3 clusters Score -1.508249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -15082491.000000 Penalty: 5698.026367
	Iteration 37Q: 3 clusters Score -1.508249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -15082480.000000 Penalty: 5698.026367
	Iteration 38Q: 3 clusters Score -1.508248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -15082476.000000 Penalty: 5698.026367
	Iteration 39Q: 3 clusters Score -1.508248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -15082477.000000 Penalty: 5698.026367
	Iteration 40F: 3 clusters Score -1.508248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -15082469.000000 Penalty: 5698.026367
	Iteration 41Q: 3 clusters Score -1.508247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -15082477.000000 Penalty: 5698.026367
	Iteration 42Q: 3 clusters Score -1.508248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -15082483.000000 Penalty: 5698.026367
	Iteration 43Q: 3 clusters Score -1.508248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -15082479.000000 Penalty: 5698.026367
	Iteration 44Q: 3 clusters Score -1.508248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -15082477.000000 Penalty: 5698.026367
	Iteration 45Q: 3 clusters Score -1.508248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -15082477.000000 Penalty: 5698.026367
	Iteration 46F: 3 clusters Score -1.508248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -319958.375000 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -319958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -317168.781250 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -317168.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -317668.500000 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -317668.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -317819.968750 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -317820 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -317914.812500 Penalty: 3833.512451
	Iteration 3F: 3 clusters Score -317914.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -317988.000000 Penalty: 3833.512451
	Iteration 4Q: 3 clusters Score -317988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318067.406250 Penalty: 3833.512451
	Iteration 5Q: 3 clusters Score -318067.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -318129.750000 Penalty: 3833.512451
	Iteration 6Q: 3 clusters Score -318129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -318177.062500 Penalty: 3833.512451
	Iteration 7Q: 3 clusters Score -318177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318219.093750 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -318219.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -318253.031250 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -318253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -318274.218750 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -318274.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318291.687500 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -318291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318305.750000 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -318305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318314.000000 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -318314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318323.093750 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -318323.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318334.843750 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -318334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -318352.218750 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -318352.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318371.031250 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -318371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -318390.125000 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -318390.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -318401.312500 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -318401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -318416.968750 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -318417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -318427.343750 Penalty: 3833.512451
	Iteration 21Q: 3 clusters Score -318427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -318438.156250 Penalty: 3833.512451
	Iteration 22Q: 3 clusters Score -318438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -318444.562500 Penalty: 3833.512451
	Iteration 23Q: 3 clusters Score -318444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -318447.093750 Penalty: 3833.512451
	Iteration 24Q: 3 clusters Score -318447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -318449.406250 Penalty: 3833.512451
	Iteration 25Q: 3 clusters Score -318449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -318450.500000 Penalty: 3833.512451
	Iteration 26Q: 3 clusters Score -318450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -318452.031250 Penalty: 3833.512451
	Iteration 27Q: 3 clusters Score -318452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -318453.437500 Penalty: 3833.512451
	Iteration 28Q: 3 clusters Score -318453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -318454.968750 Penalty: 3833.512451
	Iteration 29Q: 3 clusters Score -318455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -318457.281250 Penalty: 3833.512451
	Iteration 30Q: 3 clusters Score -318457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -318458.750000 Penalty: 3833.512451
	Iteration 31Q: 3 clusters Score -318458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -318460.312500 Penalty: 3833.512451
	Iteration 32Q: 3 clusters Score -318460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318461.500000 Penalty: 3833.512451
	Iteration 33Q: 3 clusters Score -318461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -318465.750000 Penalty: 3833.512451
	Iteration 34Q: 3 clusters Score -318465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -318470.531250 Penalty: 3833.512451
	Iteration 35Q: 3 clusters Score -318470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -318473.843750 Penalty: 3833.512451
	Iteration 36Q: 3 clusters Score -318473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318476.937500 Penalty: 3833.512451
	Iteration 37Q: 3 clusters Score -318476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -318478.343750 Penalty: 3833.512451
	Iteration 38Q: 3 clusters Score -318478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318479.687500 Penalty: 3833.512451
	Iteration 39Q: 3 clusters Score -318479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -318480.250000 Penalty: 3833.512451
	Iteration 40F: 3 clusters Score -318480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Entering Unmasked Estep 
Score: -17937128.000000 Penalty: 2893.199463
	Iteration 0F: 2 clusters Score -1.793713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -17862268.000000 Penalty: 5786.398926
	Iteration 0F: 3 clusters Score -1.786227e+07 nChanged 55331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -17893950.000000 Penalty: 5786.398926
	Iteration 1F: 3 clusters Score -1.789395e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -17894678.000000 Penalty: 5786.398926
	Iteration 2Q: 3 clusters Score -1.789468e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -17895592.000000 Penalty: 5786.398926
	Iteration 3Q: 3 clusters Score -1.789559e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -17896814.000000 Penalty: 5786.398926
	Iteration 4Q: 3 clusters Score -1.789681e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -17898562.000000 Penalty: 5786.398926
	Iteration 5Q: 3 clusters Score -1.789856e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -17901384.000000 Penalty: 5786.398926
	Iteration 6Q: 3 clusters Score -1.790138e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -17904948.000000 Penalty: 5786.398926
	Iteration 7F: 3 clusters Score -1.790495e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -17909590.000000 Penalty: 5786.398926
	Iteration 8F: 3 clusters Score -1.790959e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -17914872.000000 Penalty: 5786.398926
	Iteration 9F: 3 clusters Score -1.791487e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -17919940.000000 Penalty: 5786.398926
	Iteration 10F: 3 clusters Score -1.791994e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -17923262.000000 Penalty: 5786.398926
	Iteration 11F: 3 clusters Score -1.792326e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -17924864.000000 Penalty: 5786.398926
	Iteration 12Q: 3 clusters Score -1.792486e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -17925698.000000 Penalty: 5786.398926
	Iteration 13Q: 3 clusters Score -1.79257e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -17926174.000000 Penalty: 5786.398926
	Iteration 14Q: 3 clusters Score -1.792617e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -17926594.000000 Penalty: 5786.398926
	Iteration 15Q: 3 clusters Score -1.792659e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -17927012.000000 Penalty: 5786.398926
	Iteration 16Q: 3 clusters Score -1.792701e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -17927250.000000 Penalty: 5786.398926
	Iteration 17Q: 3 clusters Score -1.792725e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -17927446.000000 Penalty: 5786.398926
	Iteration 18Q: 3 clusters Score -1.792745e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -17927496.000000 Penalty: 5786.398926
	Iteration 19Q: 3 clusters Score -1.79275e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -17927644.000000 Penalty: 5786.398926
	Iteration 20F: 3 clusters Score -1.792764e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -17927728.000000 Penalty: 5786.398926
	Iteration 21Q: 3 clusters Score -1.792773e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -17927810.000000 Penalty: 5786.398926
	Iteration 22Q: 3 clusters Score -1.792781e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -17927866.000000 Penalty: 5786.398926
	Iteration 23Q: 3 clusters Score -1.792787e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -17927948.000000 Penalty: 5786.398926
	Iteration 24Q: 3 clusters Score -1.792795e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -17927992.000000 Penalty: 5786.398926
	Iteration 25Q: 3 clusters Score -1.792799e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -17928004.000000 Penalty: 5786.398926
	Iteration 26Q: 3 clusters Score -1.7928e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -17928046.000000 Penalty: 5786.398926
	Iteration 27Q: 3 clusters Score -1.792805e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -17928090.000000 Penalty: 5786.398926
	Iteration 28Q: 3 clusters Score -1.792809e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -17928088.000000 Penalty: 5786.398926
	Iteration 29Q: 3 clusters Score -1.792809e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -17928118.000000 Penalty: 5786.398926
	Iteration 30Q: 3 clusters Score -1.792812e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -17928118.000000 Penalty: 5786.398926
	Iteration 31Q: 3 clusters Score -1.792812e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -17928102.000000 Penalty: 5786.398926
	Iteration 32Q: 3 clusters Score -1.79281e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -17928110.000000 Penalty: 5786.398926
	Iteration 33Q: 3 clusters Score -1.792811e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -17928064.000000 Penalty: 5786.398926
	Iteration 34Q: 3 clusters Score -1.792806e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -17928078.000000 Penalty: 5786.398926
	Iteration 35Q: 3 clusters Score -1.792808e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -17928102.000000 Penalty: 5786.398926
	Iteration 36Q: 3 clusters Score -1.79281e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -17928124.000000 Penalty: 5786.398926
	Iteration 37Q: 3 clusters Score -1.792812e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -17928168.000000 Penalty: 5786.398926
	Iteration 38Q: 3 clusters Score -1.792817e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -17928206.000000 Penalty: 5786.398926
	Iteration 39Q: 3 clusters Score -1.792821e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -17928276.000000 Penalty: 5786.398926
	Iteration 40F: 3 clusters Score -1.792828e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -17928298.000000 Penalty: 5786.398926
	Iteration 41Q: 3 clusters Score -1.79283e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -17928388.000000 Penalty: 5786.398926
	Iteration 42Q: 3 clusters Score -1.792839e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -17928488.000000 Penalty: 5786.398926
	Iteration 43Q: 3 clusters Score -1.792849e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -17928590.000000 Penalty: 5786.398926
	Iteration 44Q: 3 clusters Score -1.792859e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -17928700.000000 Penalty: 5786.398926
	Iteration 45Q: 3 clusters Score -1.79287e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -17928810.000000 Penalty: 5786.398926
	Iteration 46Q: 3 clusters Score -1.792881e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -17929018.000000 Penalty: 5786.398926
	Iteration 47Q: 3 clusters Score -1.792902e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -17929198.000000 Penalty: 5786.398926
	Iteration 48Q: 3 clusters Score -1.79292e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -17929258.000000 Penalty: 5786.398926
	Iteration 49Q: 3 clusters Score -1.792926e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -17929442.000000 Penalty: 5786.398926
	Iteration 50Q: 3 clusters Score -1.792944e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -17929588.000000 Penalty: 5786.398926
	Iteration 51Q: 3 clusters Score -1.792959e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -17929780.000000 Penalty: 5786.398926
	Iteration 52Q: 3 clusters Score -1.792978e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -17930086.000000 Penalty: 5786.398926
	Iteration 53Q: 3 clusters Score -1.793009e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -17930306.000000 Penalty: 5786.398926
	Iteration 54Q: 3 clusters Score -1.793031e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -17930540.000000 Penalty: 5786.398926
	Iteration 55Q: 3 clusters Score -1.793054e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -17930926.000000 Penalty: 5786.398926
	Iteration 56Q: 3 clusters Score -1.793093e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -17931350.000000 Penalty: 5786.398926
	Iteration 57Q: 3 clusters Score -1.793135e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -17931616.000000 Penalty: 5786.398926
	Iteration 58Q: 3 clusters Score -1.793162e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -17932056.000000 Penalty: 5786.398926
	Iteration 59Q: 3 clusters Score -1.793206e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -17932530.000000 Penalty: 5786.398926
	Iteration 60F: 3 clusters Score -1.793253e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -17933000.000000 Penalty: 5786.398926
	Iteration 61Q: 3 clusters Score -1.7933e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -17933446.000000 Penalty: 5786.398926
	Iteration 62Q: 3 clusters Score -1.793345e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -17933920.000000 Penalty: 5786.398926
	Iteration 63Q: 3 clusters Score -1.793392e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -17934392.000000 Penalty: 5786.398926
	Iteration 64Q: 3 clusters Score -1.793439e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -17934786.000000 Penalty: 5786.398926
	Iteration 65Q: 3 clusters Score -1.793479e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -17935142.000000 Penalty: 5786.398926
	Iteration 66Q: 3 clusters Score -1.793514e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -17935546.000000 Penalty: 5786.398926
	Iteration 67Q: 3 clusters Score -1.793555e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -17935764.000000 Penalty: 5786.398926
	Iteration 68Q: 3 clusters Score -1.793576e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -17936082.000000 Penalty: 5786.398926
	Iteration 69Q: 3 clusters Score -1.793608e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -17936384.000000 Penalty: 5786.398926
	Iteration 70Q: 3 clusters Score -1.793638e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -17936616.000000 Penalty: 5786.398926
	Iteration 71Q: 3 clusters Score -1.793662e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -17936740.000000 Penalty: 5786.398926
	Iteration 72Q: 3 clusters Score -1.793674e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -17936928.000000 Penalty: 5786.398926
	Iteration 73Q: 3 clusters Score -1.793693e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -17937190.000000 Penalty: 5786.398926
	Iteration 74Q: 3 clusters Score -1.793719e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -17937306.000000 Penalty: 5786.398926
	Iteration 75Q: 3 clusters Score -1.793731e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -17937292.000000 Penalty: 5786.398926
	Iteration 76Q: 3 clusters Score -1.793729e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -17937362.000000 Penalty: 5786.398926
	Iteration 77Q: 3 clusters Score -1.793736e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -17937366.000000 Penalty: 5786.398926
	Iteration 78Q: 3 clusters Score -1.793737e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -17937444.000000 Penalty: 5786.398926
	Iteration 79Q: 3 clusters Score -1.793744e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -17937422.000000 Penalty: 5786.398926
	Iteration 80F: 3 clusters Score -1.793742e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -17937368.000000 Penalty: 5786.398926
	Iteration 81Q: 3 clusters Score -1.793737e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -17937294.000000 Penalty: 5786.398926
	Iteration 82Q: 3 clusters Score -1.793729e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -17937268.000000 Penalty: 5786.398926
	Iteration 83Q: 3 clusters Score -1.793727e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -17937248.000000 Penalty: 5786.398926
	Iteration 84Q: 3 clusters Score -1.793725e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -17937326.000000 Penalty: 5786.398926
	Iteration 85Q: 3 clusters Score -1.793733e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -17937284.000000 Penalty: 5786.398926
	Iteration 86Q: 3 clusters Score -1.793728e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -17937190.000000 Penalty: 5786.398926
	Iteration 87Q: 3 clusters Score -1.793719e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -17937110.000000 Penalty: 5786.398926
	Iteration 88Q: 3 clusters Score -1.793711e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -17937078.000000 Penalty: 5786.398926
	Iteration 89Q: 3 clusters Score -1.793708e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -17936976.000000 Penalty: 5786.398926
	Iteration 90Q: 3 clusters Score -1.793698e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -17936890.000000 Penalty: 5786.398926
	Iteration 91Q: 3 clusters Score -1.793689e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -17936828.000000 Penalty: 5786.398926
	Iteration 92Q: 3 clusters Score -1.793683e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -17936782.000000 Penalty: 5786.398926
	Iteration 93Q: 3 clusters Score -1.793678e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -17936748.000000 Penalty: 5786.398926
	Iteration 94Q: 3 clusters Score -1.793675e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -17936674.000000 Penalty: 5786.398926
	Iteration 95Q: 3 clusters Score -1.793667e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -17936638.000000 Penalty: 5786.398926
	Iteration 96Q: 3 clusters Score -1.793664e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -17936618.000000 Penalty: 5786.398926
	Iteration 97Q: 3 clusters Score -1.793662e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -17936586.000000 Penalty: 5786.398926
	Iteration 98Q: 3 clusters Score -1.793659e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -17936586.000000 Penalty: 5786.398926
	Iteration 99Q: 3 clusters Score -1.793659e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112348 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -17936554.000000 Penalty: 5786.398926
	Iteration 100F: 3 clusters Score -1.793655e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -17936542.000000 Penalty: 5786.398926
	Iteration 101Q: 3 clusters Score -1.793654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112581 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -17936542.000000 Penalty: 5786.398926
	Iteration 102Q: 3 clusters Score -1.793654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -17936526.000000 Penalty: 5786.398926
	Iteration 103Q: 3 clusters Score -1.793653e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -17936512.000000 Penalty: 5786.398926
	Iteration 104Q: 3 clusters Score -1.793651e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -17936522.000000 Penalty: 5786.398926
	Iteration 105Q: 3 clusters Score -1.793652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -17936488.000000 Penalty: 5786.398926
	Iteration 106Q: 3 clusters Score -1.793649e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -17936462.000000 Penalty: 5786.398926
	Iteration 107Q: 3 clusters Score -1.793646e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -17936440.000000 Penalty: 5786.398926
	Iteration 108Q: 3 clusters Score -1.793644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -17936422.000000 Penalty: 5786.398926
	Iteration 109Q: 3 clusters Score -1.793642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113275 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -17936444.000000 Penalty: 5786.398926
	Iteration 110Q: 3 clusters Score -1.793644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17936414.000000 Penalty: 5786.398926
	Iteration 111Q: 3 clusters Score -1.793641e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -17936368.000000 Penalty: 5786.398926
	Iteration 112Q: 3 clusters Score -1.793637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -17936334.000000 Penalty: 5786.398926
	Iteration 113Q: 3 clusters Score -1.793633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17936312.000000 Penalty: 5786.398926
	Iteration 114Q: 3 clusters Score -1.793631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -17936286.000000 Penalty: 5786.398926
	Iteration 115Q: 3 clusters Score -1.793629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -17936272.000000 Penalty: 5786.398926
	Iteration 116Q: 3 clusters Score -1.793627e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113762 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -17936214.000000 Penalty: 5786.398926
	Iteration 117Q: 3 clusters Score -1.793621e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17936196.000000 Penalty: 5786.398926
	Iteration 118Q: 3 clusters Score -1.79362e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17936192.000000 Penalty: 5786.398926
	Iteration 119Q: 3 clusters Score -1.793619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -17936160.000000 Penalty: 5786.398926
	Iteration 120F: 3 clusters Score -1.793616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -17936154.000000 Penalty: 5786.398926
	Iteration 121Q: 3 clusters Score -1.793615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -17936160.000000 Penalty: 5786.398926
	Iteration 122Q: 3 clusters Score -1.793616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17936136.000000 Penalty: 5786.398926
	Iteration 123Q: 3 clusters Score -1.793614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -17936098.000000 Penalty: 5786.398926
	Iteration 124Q: 3 clusters Score -1.79361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -17936090.000000 Penalty: 5786.398926
	Iteration 125Q: 3 clusters Score -1.793609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -17936072.000000 Penalty: 5786.398926
	Iteration 126Q: 3 clusters Score -1.793607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114173 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17936072.000000 Penalty: 5786.398926
	Iteration 127Q: 3 clusters Score -1.793607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -17936052.000000 Penalty: 5786.398926
	Iteration 128Q: 3 clusters Score -1.793605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -17936056.000000 Penalty: 5786.398926
	Iteration 129Q: 3 clusters Score -1.793606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -17936030.000000 Penalty: 5786.398926
	Iteration 130Q: 3 clusters Score -1.793603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -17936030.000000 Penalty: 5786.398926
	Iteration 131Q: 3 clusters Score -1.793603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -17936016.000000 Penalty: 5786.398926
	Iteration 132Q: 3 clusters Score -1.793602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -17936022.000000 Penalty: 5786.398926
	Iteration 133Q: 3 clusters Score -1.793602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17936026.000000 Penalty: 5786.398926
	Iteration 134Q: 3 clusters Score -1.793603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17936036.000000 Penalty: 5786.398926
	Iteration 135Q: 3 clusters Score -1.793604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -17936024.000000 Penalty: 5786.398926
	Iteration 136Q: 3 clusters Score -1.793602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17936020.000000 Penalty: 5786.398926
	Iteration 137Q: 3 clusters Score -1.793602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17936014.000000 Penalty: 5786.398926
	Iteration 138Q: 3 clusters Score -1.793601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -17935992.000000 Penalty: 5786.398926
	Iteration 139Q: 3 clusters Score -1.793599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17935990.000000 Penalty: 5786.398926
	Iteration 140F: 3 clusters Score -1.793599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17935990.000000 Penalty: 5786.398926
	Iteration 141Q: 3 clusters Score -1.793599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -17935998.000000 Penalty: 5786.398926
	Iteration 142Q: 3 clusters Score -1.7936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17935994.000000 Penalty: 5786.398926
	Iteration 143Q: 3 clusters Score -1.793599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17935986.000000 Penalty: 5786.398926
	Iteration 144Q: 3 clusters Score -1.793599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17935980.000000 Penalty: 5786.398926
	Iteration 145Q: 3 clusters Score -1.793598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17935946.000000 Penalty: 5786.398926
	Iteration 146Q: 3 clusters Score -1.793595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17935960.000000 Penalty: 5786.398926
	Iteration 147Q: 3 clusters Score -1.793596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17935924.000000 Penalty: 5786.398926
	Iteration 148Q: 3 clusters Score -1.793592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17935926.000000 Penalty: 5786.398926
	Iteration 149Q: 3 clusters Score -1.793593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17935948.000000 Penalty: 5786.398926
	Iteration 150Q: 3 clusters Score -1.793595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17935952.000000 Penalty: 5786.398926
	Iteration 151Q: 3 clusters Score -1.793595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17935952.000000 Penalty: 5786.398926
	Iteration 152Q: 3 clusters Score -1.793595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -17935946.000000 Penalty: 5786.398926
	Iteration 153Q: 3 clusters Score -1.793595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -17935950.000000 Penalty: 5786.398926
	Iteration 154Q: 3 clusters Score -1.793595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17935940.000000 Penalty: 5786.398926
	Iteration 155Q: 3 clusters Score -1.793594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17935932.000000 Penalty: 5786.398926
	Iteration 156Q: 3 clusters Score -1.793593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17935932.000000 Penalty: 5786.398926
	Iteration 157Q: 3 clusters Score -1.793593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114510 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -17935926.000000 Penalty: 5786.398926
	Iteration 158Q: 3 clusters Score -1.793593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17935940.000000 Penalty: 5786.398926
	Iteration 159Q: 3 clusters Score -1.793594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17935932.000000 Penalty: 5786.398926
	Iteration 160F: 3 clusters Score -1.793593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17935946.000000 Penalty: 5786.398926
	Iteration 161Q: 3 clusters Score -1.793595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17935952.000000 Penalty: 5786.398926
	Iteration 162Q: 3 clusters Score -1.793595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17935950.000000 Penalty: 5786.398926
	Iteration 163Q: 3 clusters Score -1.793595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114522 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -17935940.000000 Penalty: 5786.398926
	Iteration 164Q: 3 clusters Score -1.793594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -17935938.000000 Penalty: 5786.398926
	Iteration 165Q: 3 clusters Score -1.793594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -17935938.000000 Penalty: 5786.398926
	Iteration 166F: 3 clusters Score -1.793594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Entering Unmasked Estep 
Score: -2866287.750000 Penalty: 2435.318848
	Iteration 0F: 2 clusters Score -2866288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2853273.500000 Penalty: 4870.637695
	Iteration 0F: 3 clusters Score -2853274 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2857551.000000 Penalty: 4870.637695
	Iteration 1F: 3 clusters Score -2857551 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2857890.250000 Penalty: 4870.637695
	Iteration 2F: 3 clusters Score -2857890 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2858174.750000 Penalty: 4870.637695
	Iteration 3Q: 3 clusters Score -2858175 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2858437.500000 Penalty: 4870.637695
	Iteration 4Q: 3 clusters Score -2858438 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2858713.250000 Penalty: 4870.637695
	Iteration 5Q: 3 clusters Score -2858713 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2859039.750000 Penalty: 4870.637695
	Iteration 6Q: 3 clusters Score -2859040 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2859454.000000 Penalty: 4870.637695
	Iteration 7Q: 3 clusters Score -2859454 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2860059.750000 Penalty: 4870.637695
	Iteration 8F: 3 clusters Score -2860060 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2860781.250000 Penalty: 4870.637695
	Iteration 9F: 3 clusters Score -2860781 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2861637.250000 Penalty: 4870.637695
	Iteration 10F: 3 clusters Score -2861637 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2862463.250000 Penalty: 4870.637695
	Iteration 11F: 3 clusters Score -2862463 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2863118.250000 Penalty: 4870.637695
	Iteration 12Q: 3 clusters Score -2863118 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2863543.250000 Penalty: 4870.637695
	Iteration 13Q: 3 clusters Score -2863543 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2863768.750000 Penalty: 4870.637695
	Iteration 14Q: 3 clusters Score -2863769 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2863911.250000 Penalty: 4870.637695
	Iteration 15Q: 3 clusters Score -2863911 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2864004.250000 Penalty: 4870.637695
	Iteration 16Q: 3 clusters Score -2864004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2864045.250000 Penalty: 4870.637695
	Iteration 17Q: 3 clusters Score -2864045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2864114.000000 Penalty: 4870.637695
	Iteration 18Q: 3 clusters Score -2864114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2864143.500000 Penalty: 4870.637695
	Iteration 19Q: 3 clusters Score -2864144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2864162.500000 Penalty: 4870.637695
	Iteration 20F: 3 clusters Score -2864162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2864180.750000 Penalty: 4870.637695
	Iteration 21Q: 3 clusters Score -2864181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2864203.500000 Penalty: 4870.637695
	Iteration 22Q: 3 clusters Score -2864204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2864218.000000 Penalty: 4870.637695
	Iteration 23Q: 3 clusters Score -2864218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2864228.000000 Penalty: 4870.637695
	Iteration 24Q: 3 clusters Score -2864228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2864234.500000 Penalty: 4870.637695
	Iteration 25Q: 3 clusters Score -2864234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2864246.250000 Penalty: 4870.637695
	Iteration 26Q: 3 clusters Score -2864246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2864256.500000 Penalty: 4870.637695
	Iteration 27Q: 3 clusters Score -2864256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2864260.500000 Penalty: 4870.637695
	Iteration 28Q: 3 clusters Score -2864260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2864260.250000 Penalty: 4870.637695
	Iteration 29Q: 3 clusters Score -2864260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2864261.750000 Penalty: 4870.637695
	Iteration 30Q: 3 clusters Score -2864262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2864265.500000 Penalty: 4870.637695
	Iteration 31Q: 3 clusters Score -2864266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2864269.250000 Penalty: 4870.637695
	Iteration 32Q: 3 clusters Score -2864269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2864272.000000 Penalty: 4870.637695
	Iteration 33Q: 3 clusters Score -2864272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2864274.750000 Penalty: 4870.637695
	Iteration 34Q: 3 clusters Score -2864275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2864273.000000 Penalty: 4870.637695
	Iteration 35Q: 3 clusters Score -2864273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2864275.000000 Penalty: 4870.637695
	Iteration 36Q: 3 clusters Score -2864275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2864275.000000 Penalty: 4870.637695
	Iteration 37Q: 3 clusters Score -2864275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2864270.750000 Penalty: 4870.637695
	Iteration 38Q: 3 clusters Score -2864271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2864280.000000 Penalty: 4870.637695
	Iteration 39Q: 3 clusters Score -2864280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2864281.000000 Penalty: 4870.637695
	Iteration 40F: 3 clusters Score -2864281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2864285.750000 Penalty: 4870.637695
	Iteration 41Q: 3 clusters Score -2864286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2864287.750000 Penalty: 4870.637695
	Iteration 42Q: 3 clusters Score -2864288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2864290.250000 Penalty: 4870.637695
	Iteration 43Q: 3 clusters Score -2864290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2864291.500000 Penalty: 4870.637695
	Iteration 44Q: 3 clusters Score -2864292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2864292.750000 Penalty: 4870.637695
	Iteration 45Q: 3 clusters Score -2864293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2864295.000000 Penalty: 4870.637695
	Iteration 46Q: 3 clusters Score -2864295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2864295.000000 Penalty: 4870.637695
	Iteration 47F: 3 clusters Score -2864295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -753566.562500 Penalty: 2118.048584
	Iteration 0F: 2 clusters Score -753566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -749008.875000 Penalty: 4236.097168
	Iteration 0F: 3 clusters Score -749008.9 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -750172.000000 Penalty: 4236.097168
	Iteration 1F: 3 clusters Score -750172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -750452.687500 Penalty: 4236.097168
	Iteration 2F: 3 clusters Score -750452.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -750707.375000 Penalty: 4236.097168
	Iteration 3F: 3 clusters Score -750707.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -750970.312500 Penalty: 4236.097168
	Iteration 4F: 3 clusters Score -750970.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -751245.125000 Penalty: 4236.097168
	Iteration 5F: 3 clusters Score -751245.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -751537.000000 Penalty: 4236.097168
	Iteration 6F: 3 clusters Score -751537 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -751818.375000 Penalty: 4236.097168
	Iteration 7F: 3 clusters Score -751818.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -751999.125000 Penalty: 4236.097168
	Iteration 8F: 3 clusters Score -751999.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -752110.875000 Penalty: 4236.097168
	Iteration 9Q: 3 clusters Score -752110.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -752174.937500 Penalty: 4236.097168
	Iteration 10Q: 3 clusters Score -752174.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -752213.812500 Penalty: 4236.097168
	Iteration 11Q: 3 clusters Score -752213.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -752237.125000 Penalty: 4236.097168
	Iteration 12Q: 3 clusters Score -752237.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -752254.312500 Penalty: 4236.097168
	Iteration 13Q: 3 clusters Score -752254.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -752263.875000 Penalty: 4236.097168
	Iteration 14Q: 3 clusters Score -752263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -752269.000000 Penalty: 4236.097168
	Iteration 15Q: 3 clusters Score -752269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -752271.937500 Penalty: 4236.097168
	Iteration 16Q: 3 clusters Score -752271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -752274.250000 Penalty: 4236.097168
	Iteration 17Q: 3 clusters Score -752274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -752274.250000 Penalty: 4236.097168
	Iteration 18Q: 3 clusters Score -752274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -752272.812500 Penalty: 4236.097168
	Iteration 19Q: 3 clusters Score -752272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -752273.875000 Penalty: 4236.097168
	Iteration 20F: 3 clusters Score -752273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -752273.687500 Penalty: 4236.097168
	Iteration 21Q: 3 clusters Score -752273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -752273.437500 Penalty: 4236.097168
	Iteration 22Q: 3 clusters Score -752273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -752274.875000 Penalty: 4236.097168
	Iteration 23Q: 3 clusters Score -752274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -752276.062500 Penalty: 4236.097168
	Iteration 24Q: 3 clusters Score -752276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -752276.750000 Penalty: 4236.097168
	Iteration 25Q: 3 clusters Score -752276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -752276.937500 Penalty: 4236.097168
	Iteration 26Q: 3 clusters Score -752276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -752276.062500 Penalty: 4236.097168
	Iteration 27Q: 3 clusters Score -752276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -752275.500000 Penalty: 4236.097168
	Iteration 28Q: 3 clusters Score -752275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -752275.750000 Penalty: 4236.097168
	Iteration 29Q: 3 clusters Score -752275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -752276.562500 Penalty: 4236.097168
	Iteration 30Q: 3 clusters Score -752276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -752277.125000 Penalty: 4236.097168
	Iteration 31Q: 3 clusters Score -752277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -752276.812500 Penalty: 4236.097168
	Iteration 32Q: 3 clusters Score -752276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -752276.625000 Penalty: 4236.097168
	Iteration 33Q: 3 clusters Score -752276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -752276.937500 Penalty: 4236.097168
	Iteration 34Q: 3 clusters Score -752276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -752277.500000 Penalty: 4236.097168
	Iteration 35Q: 3 clusters Score -752277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -752278.000000 Penalty: 4236.097168
	Iteration 36Q: 3 clusters Score -752278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -752279.312500 Penalty: 4236.097168
	Iteration 37Q: 3 clusters Score -752279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -752279.062500 Penalty: 4236.097168
	Iteration 38Q: 3 clusters Score -752279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -752278.250000 Penalty: 4236.097168
	Iteration 39Q: 3 clusters Score -752278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -752278.250000 Penalty: 4236.097168
	Iteration 40F: 3 clusters Score -752278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -2173775.750000 Penalty: 2375.798584
	Iteration 0F: 2 clusters Score -2173776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2163269.750000 Penalty: 4751.597168
	Iteration 0F: 3 clusters Score -2163270 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2166743.750000 Penalty: 4751.597168
	Iteration 1F: 3 clusters Score -2166744 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2167130.000000 Penalty: 4751.597168
	Iteration 2F: 3 clusters Score -2167130 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2167430.250000 Penalty: 4751.597168
	Iteration 3Q: 3 clusters Score -2167430 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2167669.250000 Penalty: 4751.597168
	Iteration 4Q: 3 clusters Score -2167669 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2167901.500000 Penalty: 4751.597168
	Iteration 5Q: 3 clusters Score -2167902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2168138.500000 Penalty: 4751.597168
	Iteration 6Q: 3 clusters Score -2168138 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2168361.000000 Penalty: 4751.597168
	Iteration 7Q: 3 clusters Score -2168361 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2168570.500000 Penalty: 4751.597168
	Iteration 8Q: 3 clusters Score -2168570 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2168780.500000 Penalty: 4751.597168
	Iteration 9Q: 3 clusters Score -2168780 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2168959.500000 Penalty: 4751.597168
	Iteration 10Q: 3 clusters Score -2168960 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2169148.750000 Penalty: 4751.597168
	Iteration 11Q: 3 clusters Score -2169149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2169361.250000 Penalty: 4751.597168
	Iteration 12Q: 3 clusters Score -2169361 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2169619.750000 Penalty: 4751.597168
	Iteration 13Q: 3 clusters Score -2169620 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2169940.750000 Penalty: 4751.597168
	Iteration 14Q: 3 clusters Score -2169941 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2170300.500000 Penalty: 4751.597168
	Iteration 15Q: 3 clusters Score -2170300 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2170635.000000 Penalty: 4751.597168
	Iteration 16Q: 3 clusters Score -2170635 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2170887.750000 Penalty: 4751.597168
	Iteration 17Q: 3 clusters Score -2170888 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2171052.500000 Penalty: 4751.597168
	Iteration 18Q: 3 clusters Score -2171052 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2171175.250000 Penalty: 4751.597168
	Iteration 19Q: 3 clusters Score -2171175 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2171265.250000 Penalty: 4751.597168
	Iteration 20F: 3 clusters Score -2171265 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2171351.500000 Penalty: 4751.597168
	Iteration 21Q: 3 clusters Score -2171352 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2171441.000000 Penalty: 4751.597168
	Iteration 22Q: 3 clusters Score -2171441 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2171523.000000 Penalty: 4751.597168
	Iteration 23Q: 3 clusters Score -2171523 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2171591.750000 Penalty: 4751.597168
	Iteration 24Q: 3 clusters Score -2171592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2171650.500000 Penalty: 4751.597168
	Iteration 25Q: 3 clusters Score -2171650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2171709.500000 Penalty: 4751.597168
	Iteration 26Q: 3 clusters Score -2171710 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2171746.500000 Penalty: 4751.597168
	Iteration 27Q: 3 clusters Score -2171746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2171801.250000 Penalty: 4751.597168
	Iteration 28Q: 3 clusters Score -2171801 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2171853.000000 Penalty: 4751.597168
	Iteration 29Q: 3 clusters Score -2171853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2171895.500000 Penalty: 4751.597168
	Iteration 30Q: 3 clusters Score -2171896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2171938.750000 Penalty: 4751.597168
	Iteration 31Q: 3 clusters Score -2171939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2171991.500000 Penalty: 4751.597168
	Iteration 32Q: 3 clusters Score -2171992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2172028.000000 Penalty: 4751.597168
	Iteration 33Q: 3 clusters Score -2172028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2172055.750000 Penalty: 4751.597168
	Iteration 34Q: 3 clusters Score -2172056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2172084.000000 Penalty: 4751.597168
	Iteration 35Q: 3 clusters Score -2172084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2172099.250000 Penalty: 4751.597168
	Iteration 36Q: 3 clusters Score -2172099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2172119.250000 Penalty: 4751.597168
	Iteration 37Q: 3 clusters Score -2172119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2172140.500000 Penalty: 4751.597168
	Iteration 38Q: 3 clusters Score -2172140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2172168.250000 Penalty: 4751.597168
	Iteration 39Q: 3 clusters Score -2172168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2172192.250000 Penalty: 4751.597168
	Iteration 40F: 3 clusters Score -2172192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2172200.750000 Penalty: 4751.597168
	Iteration 41Q: 3 clusters Score -2172201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2172208.500000 Penalty: 4751.597168
	Iteration 42Q: 3 clusters Score -2172208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2172220.750000 Penalty: 4751.597168
	Iteration 43Q: 3 clusters Score -2172221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2172232.250000 Penalty: 4751.597168
	Iteration 44Q: 3 clusters Score -2172232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2172240.250000 Penalty: 4751.597168
	Iteration 45Q: 3 clusters Score -2172240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2172247.000000 Penalty: 4751.597168
	Iteration 46Q: 3 clusters Score -2172247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2172247.000000 Penalty: 4751.597168
	Iteration 47Q: 3 clusters Score -2172247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2172248.250000 Penalty: 4751.597168
	Iteration 48Q: 3 clusters Score -2172248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2172250.750000 Penalty: 4751.597168
	Iteration 49Q: 3 clusters Score -2172251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2172256.000000 Penalty: 4751.597168
	Iteration 50Q: 3 clusters Score -2172256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2172259.000000 Penalty: 4751.597168
	Iteration 51Q: 3 clusters Score -2172259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2172263.000000 Penalty: 4751.597168
	Iteration 52Q: 3 clusters Score -2172263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2172267.000000 Penalty: 4751.597168
	Iteration 53Q: 3 clusters Score -2172267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2172268.500000 Penalty: 4751.597168
	Iteration 54Q: 3 clusters Score -2172268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2172267.750000 Penalty: 4751.597168
	Iteration 55Q: 3 clusters Score -2172268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2172267.750000 Penalty: 4751.597168
	Iteration 56Q: 3 clusters Score -2172268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2172271.000000 Penalty: 4751.597168
	Iteration 57Q: 3 clusters Score -2172271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2172270.250000 Penalty: 4751.597168
	Iteration 58Q: 3 clusters Score -2172270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2172269.750000 Penalty: 4751.597168
	Iteration 59Q: 3 clusters Score -2172270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2172270.750000 Penalty: 4751.597168
	Iteration 60F: 3 clusters Score -2172271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Entering Unmasked Estep 
Score: -7840228.500000 Penalty: 2693.260498
	Iteration 0F: 2 clusters Score -7840228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -7805211.000000 Penalty: 5386.520996
	Iteration 0F: 3 clusters Score -7805211 nChanged 24136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7818597.500000 Penalty: 5386.520996
	Iteration 1F: 3 clusters Score -7818598 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -7819311.000000 Penalty: 5386.520996
	Iteration 2Q: 3 clusters Score -7819311 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -7820115.000000 Penalty: 5386.520996
	Iteration 3Q: 3 clusters Score -7820115 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -7821081.500000 Penalty: 5386.520996
	Iteration 4Q: 3 clusters Score -7821082 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -7822298.500000 Penalty: 5386.520996
	Iteration 5Q: 3 clusters Score -7822298 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7823538.000000 Penalty: 5386.520996
	Iteration 6F: 3 clusters Score -7823538 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -7825004.500000 Penalty: 5386.520996
	Iteration 7F: 3 clusters Score -7825004 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -7826341.000000 Penalty: 5386.520996
	Iteration 8F: 3 clusters Score -7826341 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -7827493.500000 Penalty: 5386.520996
	Iteration 9Q: 3 clusters Score -7827494 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -7828571.500000 Penalty: 5386.520996
	Iteration 10Q: 3 clusters Score -7828572 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7829414.500000 Penalty: 5386.520996
	Iteration 11Q: 3 clusters Score -7829414 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -7830234.000000 Penalty: 5386.520996
	Iteration 12Q: 3 clusters Score -7830234 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7831045.000000 Penalty: 5386.520996
	Iteration 13Q: 3 clusters Score -7831045 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -7831680.500000 Penalty: 5386.520996
	Iteration 14Q: 3 clusters Score -7831680 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7832287.000000 Penalty: 5386.520996
	Iteration 15Q: 3 clusters Score -7832287 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -7832772.000000 Penalty: 5386.520996
	Iteration 16Q: 3 clusters Score -7832772 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7833232.500000 Penalty: 5386.520996
	Iteration 17Q: 3 clusters Score -7833232 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -7833655.500000 Penalty: 5386.520996
	Iteration 18Q: 3 clusters Score -7833656 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -7834077.000000 Penalty: 5386.520996
	Iteration 19Q: 3 clusters Score -7834077 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -7834500.500000 Penalty: 5386.520996
	Iteration 20F: 3 clusters Score -7834500 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -7834958.500000 Penalty: 5386.520996
	Iteration 21Q: 3 clusters Score -7834958 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -7835406.000000 Penalty: 5386.520996
	Iteration 22Q: 3 clusters Score -7835406 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -7835758.500000 Penalty: 5386.520996
	Iteration 23Q: 3 clusters Score -7835758 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -7836055.000000 Penalty: 5386.520996
	Iteration 24Q: 3 clusters Score -7836055 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -7836426.500000 Penalty: 5386.520996
	Iteration 25Q: 3 clusters Score -7836426 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -7836744.500000 Penalty: 5386.520996
	Iteration 26Q: 3 clusters Score -7836744 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -7837045.000000 Penalty: 5386.520996
	Iteration 27Q: 3 clusters Score -7837045 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -7837291.000000 Penalty: 5386.520996
	Iteration 28Q: 3 clusters Score -7837291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -7837463.500000 Penalty: 5386.520996
	Iteration 29Q: 3 clusters Score -7837464 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -7837571.500000 Penalty: 5386.520996
	Iteration 30Q: 3 clusters Score -7837572 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -7837662.500000 Penalty: 5386.520996
	Iteration 31Q: 3 clusters Score -7837662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -7837714.500000 Penalty: 5386.520996
	Iteration 32Q: 3 clusters Score -7837714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -7837758.000000 Penalty: 5386.520996
	Iteration 33Q: 3 clusters Score -7837758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -7837807.500000 Penalty: 5386.520996
	Iteration 34Q: 3 clusters Score -7837808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7837845.000000 Penalty: 5386.520996
	Iteration 35Q: 3 clusters Score -7837845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -7837872.000000 Penalty: 5386.520996
	Iteration 36Q: 3 clusters Score -7837872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -7837896.000000 Penalty: 5386.520996
	Iteration 37Q: 3 clusters Score -7837896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -7837910.500000 Penalty: 5386.520996
	Iteration 38Q: 3 clusters Score -7837910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -7837923.500000 Penalty: 5386.520996
	Iteration 39Q: 3 clusters Score -7837924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -7837934.500000 Penalty: 5386.520996
	Iteration 40F: 3 clusters Score -7837934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -7837937.500000 Penalty: 5386.520996
	Iteration 41Q: 3 clusters Score -7837938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -7837956.000000 Penalty: 5386.520996
	Iteration 42Q: 3 clusters Score -7837956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -7837966.500000 Penalty: 5386.520996
	Iteration 43Q: 3 clusters Score -7837966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -7837983.000000 Penalty: 5386.520996
	Iteration 44Q: 3 clusters Score -7837983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7837982.000000 Penalty: 5386.520996
	Iteration 45Q: 3 clusters Score -7837982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -7837984.000000 Penalty: 5386.520996
	Iteration 46Q: 3 clusters Score -7837984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -7837987.500000 Penalty: 5386.520996
	Iteration 47Q: 3 clusters Score -7837988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -7837988.000000 Penalty: 5386.520996
	Iteration 48Q: 3 clusters Score -7837988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7837990.000000 Penalty: 5386.520996
	Iteration 49Q: 3 clusters Score -7837990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -7837995.000000 Penalty: 5386.520996
	Iteration 50Q: 3 clusters Score -7837995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -7837998.000000 Penalty: 5386.520996
	Iteration 51Q: 3 clusters Score -7837998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -7837997.000000 Penalty: 5386.520996
	Iteration 52Q: 3 clusters Score -7837997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7838001.500000 Penalty: 5386.520996
	Iteration 53Q: 3 clusters Score -7838002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -7837998.000000 Penalty: 5386.520996
	Iteration 54Q: 3 clusters Score -7837998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7838001.000000 Penalty: 5386.520996
	Iteration 55Q: 3 clusters Score -7838001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7838006.000000 Penalty: 5386.520996
	Iteration 56Q: 3 clusters Score -7838006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -7838010.000000 Penalty: 5386.520996
	Iteration 57Q: 3 clusters Score -7838010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -7838010.000000 Penalty: 5386.520996
	Iteration 58F: 3 clusters Score -7838010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Entering Unmasked Estep 
Score: -16148399.000000 Penalty: 2866.655273
	Iteration 0F: 2 clusters Score -1.61484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -16080984.000000 Penalty: 5733.310547
	Iteration 0F: 3 clusters Score -1.608098e+07 nChanged 49540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -16109179.000000 Penalty: 5733.310547
	Iteration 1F: 3 clusters Score -1.610918e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -16109944.000000 Penalty: 5733.310547
	Iteration 2Q: 3 clusters Score -1.610994e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -16110654.000000 Penalty: 5733.310547
	Iteration 3Q: 3 clusters Score -1.611065e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -16111456.000000 Penalty: 5733.310547
	Iteration 4Q: 3 clusters Score -1.611146e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -16112509.000000 Penalty: 5733.310547
	Iteration 5Q: 3 clusters Score -1.611251e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -16113829.000000 Penalty: 5733.310547
	Iteration 6Q: 3 clusters Score -1.611383e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -16115678.000000 Penalty: 5733.310547
	Iteration 7Q: 3 clusters Score -1.611568e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -16118244.000000 Penalty: 5733.310547
	Iteration 8Q: 3 clusters Score -1.611824e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -16121316.000000 Penalty: 5733.310547
	Iteration 9Q: 3 clusters Score -1.612132e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -16124990.000000 Penalty: 5733.310547
	Iteration 10F: 3 clusters Score -1.612499e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -16128775.000000 Penalty: 5733.310547
	Iteration 11F: 3 clusters Score -1.612878e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -16132135.000000 Penalty: 5733.310547
	Iteration 12F: 3 clusters Score -1.613214e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -16134736.000000 Penalty: 5733.310547
	Iteration 13Q: 3 clusters Score -1.613474e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -16136456.000000 Penalty: 5733.310547
	Iteration 14Q: 3 clusters Score -1.613646e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -16137672.000000 Penalty: 5733.310547
	Iteration 15Q: 3 clusters Score -1.613767e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -16138460.000000 Penalty: 5733.310547
	Iteration 16Q: 3 clusters Score -1.613846e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -16138989.000000 Penalty: 5733.310547
	Iteration 17Q: 3 clusters Score -1.613899e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -16139447.000000 Penalty: 5733.310547
	Iteration 18Q: 3 clusters Score -1.613945e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -16139754.000000 Penalty: 5733.310547
	Iteration 19Q: 3 clusters Score -1.613975e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -16140196.000000 Penalty: 5733.310547
	Iteration 20F: 3 clusters Score -1.61402e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -16140633.000000 Penalty: 5733.310547
	Iteration 21Q: 3 clusters Score -1.614063e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -16141042.000000 Penalty: 5733.310547
	Iteration 22Q: 3 clusters Score -1.614104e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -16141444.000000 Penalty: 5733.310547
	Iteration 23Q: 3 clusters Score -1.614144e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -16141854.000000 Penalty: 5733.310547
	Iteration 24Q: 3 clusters Score -1.614185e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -16142146.000000 Penalty: 5733.310547
	Iteration 25Q: 3 clusters Score -1.614215e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -16142581.000000 Penalty: 5733.310547
	Iteration 26Q: 3 clusters Score -1.614258e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -16142965.000000 Penalty: 5733.310547
	Iteration 27Q: 3 clusters Score -1.614296e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -16143351.000000 Penalty: 5733.310547
	Iteration 28Q: 3 clusters Score -1.614335e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -16143676.000000 Penalty: 5733.310547
	Iteration 29Q: 3 clusters Score -1.614368e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -16144062.000000 Penalty: 5733.310547
	Iteration 30Q: 3 clusters Score -1.614406e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -16144406.000000 Penalty: 5733.310547
	Iteration 31Q: 3 clusters Score -1.614441e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -16144724.000000 Penalty: 5733.310547
	Iteration 32Q: 3 clusters Score -1.614472e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -16144930.000000 Penalty: 5733.310547
	Iteration 33Q: 3 clusters Score -1.614493e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -16145054.000000 Penalty: 5733.310547
	Iteration 34Q: 3 clusters Score -1.614505e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95310 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -16145191.000000 Penalty: 5733.310547
	Iteration 35Q: 3 clusters Score -1.614519e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -16145328.000000 Penalty: 5733.310547
	Iteration 36Q: 3 clusters Score -1.614533e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -16145435.000000 Penalty: 5733.310547
	Iteration 37Q: 3 clusters Score -1.614544e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -16145563.000000 Penalty: 5733.310547
	Iteration 38Q: 3 clusters Score -1.614556e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -16145643.000000 Penalty: 5733.310547
	Iteration 39Q: 3 clusters Score -1.614564e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -16145759.000000 Penalty: 5733.310547
	Iteration 40F: 3 clusters Score -1.614576e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -16145887.000000 Penalty: 5733.310547
	Iteration 41Q: 3 clusters Score -1.614589e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -16145906.000000 Penalty: 5733.310547
	Iteration 42Q: 3 clusters Score -1.614591e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -16145932.000000 Penalty: 5733.310547
	Iteration 43Q: 3 clusters Score -1.614593e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -16145975.000000 Penalty: 5733.310547
	Iteration 44Q: 3 clusters Score -1.614598e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -16146030.000000 Penalty: 5733.310547
	Iteration 45Q: 3 clusters Score -1.614603e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -16146060.000000 Penalty: 5733.310547
	Iteration 46Q: 3 clusters Score -1.614606e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -16146095.000000 Penalty: 5733.310547
	Iteration 47Q: 3 clusters Score -1.61461e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -16146111.000000 Penalty: 5733.310547
	Iteration 48Q: 3 clusters Score -1.614611e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -16146123.000000 Penalty: 5733.310547
	Iteration 49Q: 3 clusters Score -1.614612e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -16146142.000000 Penalty: 5733.310547
	Iteration 50Q: 3 clusters Score -1.614614e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -16146196.000000 Penalty: 5733.310547
	Iteration 51Q: 3 clusters Score -1.61462e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -16146227.000000 Penalty: 5733.310547
	Iteration 52Q: 3 clusters Score -1.614623e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16146243.000000 Penalty: 5733.310547
	Iteration 53Q: 3 clusters Score -1.614624e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -16146245.000000 Penalty: 5733.310547
	Iteration 54Q: 3 clusters Score -1.614624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -16146238.000000 Penalty: 5733.310547
	Iteration 55Q: 3 clusters Score -1.614624e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16146239.000000 Penalty: 5733.310547
	Iteration 56Q: 3 clusters Score -1.614624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -16146228.000000 Penalty: 5733.310547
	Iteration 57Q: 3 clusters Score -1.614623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -16146247.000000 Penalty: 5733.310547
	Iteration 58Q: 3 clusters Score -1.614625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -16146238.000000 Penalty: 5733.310547
	Iteration 59Q: 3 clusters Score -1.614624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -16146264.000000 Penalty: 5733.310547
	Iteration 60F: 3 clusters Score -1.614626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -16146232.000000 Penalty: 5733.310547
	Iteration 61Q: 3 clusters Score -1.614623e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -16146204.000000 Penalty: 5733.310547
	Iteration 62Q: 3 clusters Score -1.61462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -16146217.000000 Penalty: 5733.310547
	Iteration 63Q: 3 clusters Score -1.614622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -16146234.000000 Penalty: 5733.310547
	Iteration 64Q: 3 clusters Score -1.614623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -16146198.000000 Penalty: 5733.310547
	Iteration 65Q: 3 clusters Score -1.61462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -16146213.000000 Penalty: 5733.310547
	Iteration 66Q: 3 clusters Score -1.614621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -16146233.000000 Penalty: 5733.310547
	Iteration 67Q: 3 clusters Score -1.614623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16146235.000000 Penalty: 5733.310547
	Iteration 68Q: 3 clusters Score -1.614624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -16146262.000000 Penalty: 5733.310547
	Iteration 69Q: 3 clusters Score -1.614626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16146275.000000 Penalty: 5733.310547
	Iteration 70Q: 3 clusters Score -1.614628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -16146275.000000 Penalty: 5733.310547
	Iteration 71Q: 3 clusters Score -1.614628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16146286.000000 Penalty: 5733.310547
	Iteration 72Q: 3 clusters Score -1.614629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -16146280.000000 Penalty: 5733.310547
	Iteration 73Q: 3 clusters Score -1.614628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -16146275.000000 Penalty: 5733.310547
	Iteration 74Q: 3 clusters Score -1.614628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -16146284.000000 Penalty: 5733.310547
	Iteration 75Q: 3 clusters Score -1.614628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -16146263.000000 Penalty: 5733.310547
	Iteration 76Q: 3 clusters Score -1.614626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -16146268.000000 Penalty: 5733.310547
	Iteration 77Q: 3 clusters Score -1.614627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -16146263.000000 Penalty: 5733.310547
	Iteration 78Q: 3 clusters Score -1.614626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -16146275.000000 Penalty: 5733.310547
	Iteration 79Q: 3 clusters Score -1.614628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -16146278.000000 Penalty: 5733.310547
	Iteration 80F: 3 clusters Score -1.614628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16146300.000000 Penalty: 5733.310547
	Iteration 81Q: 3 clusters Score -1.61463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -16146323.000000 Penalty: 5733.310547
	Iteration 82Q: 3 clusters Score -1.614632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -16146343.000000 Penalty: 5733.310547
	Iteration 83Q: 3 clusters Score -1.614634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16146318.000000 Penalty: 5733.310547
	Iteration 84Q: 3 clusters Score -1.614632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -16146327.000000 Penalty: 5733.310547
	Iteration 85Q: 3 clusters Score -1.614633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -16146333.000000 Penalty: 5733.310547
	Iteration 86Q: 3 clusters Score -1.614633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -16146357.000000 Penalty: 5733.310547
	Iteration 87Q: 3 clusters Score -1.614636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -16146358.000000 Penalty: 5733.310547
	Iteration 88Q: 3 clusters Score -1.614636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16146347.000000 Penalty: 5733.310547
	Iteration 89Q: 3 clusters Score -1.614635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -16146337.000000 Penalty: 5733.310547
	Iteration 90Q: 3 clusters Score -1.614634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102082 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -16146333.000000 Penalty: 5733.310547
	Iteration 91Q: 3 clusters Score -1.614633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16146351.000000 Penalty: 5733.310547
	Iteration 92Q: 3 clusters Score -1.614635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -16146351.000000 Penalty: 5733.310547
	Iteration 93Q: 3 clusters Score -1.614635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16146341.000000 Penalty: 5733.310547
	Iteration 94Q: 3 clusters Score -1.614634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16146339.000000 Penalty: 5733.310547
	Iteration 95Q: 3 clusters Score -1.614634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16146364.000000 Penalty: 5733.310547
	Iteration 96Q: 3 clusters Score -1.614636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16146366.000000 Penalty: 5733.310547
	Iteration 97Q: 3 clusters Score -1.614637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -16146360.000000 Penalty: 5733.310547
	Iteration 98Q: 3 clusters Score -1.614636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16146354.000000 Penalty: 5733.310547
	Iteration 99Q: 3 clusters Score -1.614635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -16146352.000000 Penalty: 5733.310547
	Iteration 100F: 3 clusters Score -1.614635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -16146343.000000 Penalty: 5733.310547
	Iteration 101Q: 3 clusters Score -1.614634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -16146343.000000 Penalty: 5733.310547
	Iteration 102F: 3 clusters Score -1.614634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -82182.000000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -82182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80627.585938 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -80627.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81236.773438 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -81236.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81725.421875 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -81725.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82091.664062 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -82091.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82258.929688 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -82258.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82303.140625 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -82303.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82337.898438 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -82337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82348.710938 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -82348.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82349.078125 Penalty: 3206.435791
	Iteration 8F: 3 clusters Score -82349.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82390.617188 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -82390.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82438.367188 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -82438.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82546.460938 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -82546.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82583.054688 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -82583.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82628.601562 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -82628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82644.046875 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -82644.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82658.304688 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -82658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82667.578125 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -82667.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82676.671875 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -82676.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82688.320312 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -82688.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82691.328125 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -82691.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82695.171875 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -82695.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82704.125000 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -82704.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82708.187500 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -82708.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82712.250000 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -82712.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82716.070312 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -82716.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82717.101562 Penalty: 3206.435791
	Iteration 25Q: 3 clusters Score -82717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82717.101562 Penalty: 3206.435791
	Iteration 26F: 3 clusters Score -82717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 108131 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60779 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 65021 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 116556 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 159 members 
Mstep: Class 22 contains 66822 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 1432 members 
Mstep: Class 26 contains 483 members 
Entering Unmasked Estep 
Score: -137790816.000000 Penalty: 88517.062500
Splitting cluster 21 changes total score from -137792096.000000 to -137790816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Entering Unmasked Estep 
Score: -10402821.000000 Penalty: 2755.227295
	Iteration 0F: 2 clusters Score -1.040282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -10358255.000000 Penalty: 5510.454590
	Iteration 0F: 3 clusters Score -1.035826e+07 nChanged 31084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -10375809.000000 Penalty: 5510.454590
	Iteration 1F: 3 clusters Score -1.037581e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -10376620.000000 Penalty: 5510.454590
	Iteration 2Q: 3 clusters Score -1.037662e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -10377688.000000 Penalty: 5510.454590
	Iteration 3Q: 3 clusters Score -1.037769e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -10378940.000000 Penalty: 5510.454590
	Iteration 4Q: 3 clusters Score -1.037894e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10380744.000000 Penalty: 5510.454590
	Iteration 5F: 3 clusters Score -1.038074e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -10383494.000000 Penalty: 5510.454590
	Iteration 6F: 3 clusters Score -1.038349e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -10387416.000000 Penalty: 5510.454590
	Iteration 7F: 3 clusters Score -1.038742e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -10391867.000000 Penalty: 5510.454590
	Iteration 8F: 3 clusters Score -1.039187e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -10395992.000000 Penalty: 5510.454590
	Iteration 9F: 3 clusters Score -1.039599e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -10398585.000000 Penalty: 5510.454590
	Iteration 10Q: 3 clusters Score -1.039858e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -10399668.000000 Penalty: 5510.454590
	Iteration 11Q: 3 clusters Score -1.039967e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -10400026.000000 Penalty: 5510.454590
	Iteration 12Q: 3 clusters Score -1.040003e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -10400162.000000 Penalty: 5510.454590
	Iteration 13Q: 3 clusters Score -1.040016e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -10400278.000000 Penalty: 5510.454590
	Iteration 14Q: 3 clusters Score -1.040028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -10400315.000000 Penalty: 5510.454590
	Iteration 15Q: 3 clusters Score -1.040032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -10400362.000000 Penalty: 5510.454590
	Iteration 16Q: 3 clusters Score -1.040036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -10400391.000000 Penalty: 5510.454590
	Iteration 17Q: 3 clusters Score -1.040039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -10400398.000000 Penalty: 5510.454590
	Iteration 18Q: 3 clusters Score -1.04004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -10400407.000000 Penalty: 5510.454590
	Iteration 19Q: 3 clusters Score -1.040041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -10400412.000000 Penalty: 5510.454590
	Iteration 20F: 3 clusters Score -1.040041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -10400418.000000 Penalty: 5510.454590
	Iteration 21Q: 3 clusters Score -1.040042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -10400418.000000 Penalty: 5510.454590
	Iteration 22Q: 3 clusters Score -1.040042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -10400420.000000 Penalty: 5510.454590
	Iteration 23Q: 3 clusters Score -1.040042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -10400420.000000 Penalty: 5510.454590
	Iteration 24F: 3 clusters Score -1.040042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -428219.218750 Penalty: 2009.366333
	Iteration 0F: 2 clusters Score -428219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -424843.718750 Penalty: 4018.732666
	Iteration 0F: 3 clusters Score -424843.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -425743.218750 Penalty: 4018.732666
	Iteration 1F: 3 clusters Score -425743.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -426072.093750 Penalty: 4018.732666
	Iteration 2F: 3 clusters Score -426072.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -426383.968750 Penalty: 4018.732666
	Iteration 3F: 3 clusters Score -426384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -426637.250000 Penalty: 4018.732666
	Iteration 4F: 3 clusters Score -426637.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -426826.000000 Penalty: 4018.732666
	Iteration 5F: 3 clusters Score -426826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -426965.562500 Penalty: 4018.732666
	Iteration 6Q: 3 clusters Score -426965.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -427080.093750 Penalty: 4018.732666
	Iteration 7Q: 3 clusters Score -427080.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -427182.718750 Penalty: 4018.732666
	Iteration 8Q: 3 clusters Score -427182.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -427280.750000 Penalty: 4018.732666
	Iteration 9Q: 3 clusters Score -427280.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -427370.468750 Penalty: 4018.732666
	Iteration 10Q: 3 clusters Score -427370.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -427448.656250 Penalty: 4018.732666
	Iteration 11Q: 3 clusters Score -427448.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -427527.718750 Penalty: 4018.732666
	Iteration 12Q: 3 clusters Score -427527.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -427602.906250 Penalty: 4018.732666
	Iteration 13Q: 3 clusters Score -427602.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -427641.375000 Penalty: 4018.732666
	Iteration 14Q: 3 clusters Score -427641.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -427660.750000 Penalty: 4018.732666
	Iteration 15Q: 3 clusters Score -427660.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -427673.718750 Penalty: 4018.732666
	Iteration 16Q: 3 clusters Score -427673.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -427680.968750 Penalty: 4018.732666
	Iteration 17Q: 3 clusters Score -427681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -427687.281250 Penalty: 4018.732666
	Iteration 18Q: 3 clusters Score -427687.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -427694.531250 Penalty: 4018.732666
	Iteration 19Q: 3 clusters Score -427694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -427703.062500 Penalty: 4018.732666
	Iteration 20F: 3 clusters Score -427703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -427707.375000 Penalty: 4018.732666
	Iteration 21Q: 3 clusters Score -427707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -427714.031250 Penalty: 4018.732666
	Iteration 22Q: 3 clusters Score -427714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -427717.906250 Penalty: 4018.732666
	Iteration 23Q: 3 clusters Score -427717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -427719.781250 Penalty: 4018.732666
	Iteration 24Q: 3 clusters Score -427719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -427721.531250 Penalty: 4018.732666
	Iteration 25Q: 3 clusters Score -427721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -427722.687500 Penalty: 4018.732666
	Iteration 26Q: 3 clusters Score -427722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -427723.125000 Penalty: 4018.732666
	Iteration 27Q: 3 clusters Score -427723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -427726.437500 Penalty: 4018.732666
	Iteration 28Q: 3 clusters Score -427726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -427727.937500 Penalty: 4018.732666
	Iteration 29Q: 3 clusters Score -427727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -427728.750000 Penalty: 4018.732666
	Iteration 30Q: 3 clusters Score -427728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -427728.750000 Penalty: 4018.732666
	Iteration 31F: 3 clusters Score -427728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Entering Unmasked Estep 
Score: -3697596.000000 Penalty: 2516.665283
	Iteration 0F: 2 clusters Score -3697596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3680140.500000 Penalty: 5033.330566
	Iteration 0F: 3 clusters Score -3680140 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3686119.750000 Penalty: 5033.330566
	Iteration 1F: 3 clusters Score -3686120 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3686617.250000 Penalty: 5033.330566
	Iteration 2F: 3 clusters Score -3686617 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3687002.750000 Penalty: 5033.330566
	Iteration 3Q: 3 clusters Score -3687003 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3687355.500000 Penalty: 5033.330566
	Iteration 4Q: 3 clusters Score -3687356 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3687746.000000 Penalty: 5033.330566
	Iteration 5Q: 3 clusters Score -3687746 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3688211.500000 Penalty: 5033.330566
	Iteration 6Q: 3 clusters Score -3688212 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3688879.750000 Penalty: 5033.330566
	Iteration 7Q: 3 clusters Score -3688880 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3689843.000000 Penalty: 5033.330566
	Iteration 8F: 3 clusters Score -3689843 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3691103.250000 Penalty: 5033.330566
	Iteration 9F: 3 clusters Score -3691103 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3692386.000000 Penalty: 5033.330566
	Iteration 10F: 3 clusters Score -3692386 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3693477.000000 Penalty: 5033.330566
	Iteration 11Q: 3 clusters Score -3693477 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3694237.500000 Penalty: 5033.330566
	Iteration 12Q: 3 clusters Score -3694238 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3694744.000000 Penalty: 5033.330566
	Iteration 13Q: 3 clusters Score -3694744 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3695039.250000 Penalty: 5033.330566
	Iteration 14Q: 3 clusters Score -3695039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3695203.000000 Penalty: 5033.330566
	Iteration 15Q: 3 clusters Score -3695203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3695328.750000 Penalty: 5033.330566
	Iteration 16Q: 3 clusters Score -3695329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3695400.750000 Penalty: 5033.330566
	Iteration 17Q: 3 clusters Score -3695401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3695439.000000 Penalty: 5033.330566
	Iteration 18Q: 3 clusters Score -3695439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3695460.500000 Penalty: 5033.330566
	Iteration 19Q: 3 clusters Score -3695460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3695491.750000 Penalty: 5033.330566
	Iteration 20F: 3 clusters Score -3695492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3695504.000000 Penalty: 5033.330566
	Iteration 21Q: 3 clusters Score -3695504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3695510.500000 Penalty: 5033.330566
	Iteration 22Q: 3 clusters Score -3695510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3695514.000000 Penalty: 5033.330566
	Iteration 23Q: 3 clusters Score -3695514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3695515.000000 Penalty: 5033.330566
	Iteration 24Q: 3 clusters Score -3695515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3695518.500000 Penalty: 5033.330566
	Iteration 25Q: 3 clusters Score -3695518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3695522.000000 Penalty: 5033.330566
	Iteration 26Q: 3 clusters Score -3695522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3695529.750000 Penalty: 5033.330566
	Iteration 27Q: 3 clusters Score -3695530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3695532.500000 Penalty: 5033.330566
	Iteration 28Q: 3 clusters Score -3695532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3695531.250000 Penalty: 5033.330566
	Iteration 29Q: 3 clusters Score -3695531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3695534.500000 Penalty: 5033.330566
	Iteration 30Q: 3 clusters Score -3695534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3695539.000000 Penalty: 5033.330566
	Iteration 31Q: 3 clusters Score -3695539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3695539.000000 Penalty: 5033.330566
	Iteration 32F: 3 clusters Score -3695539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -195798.640625 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -195798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193605.375000 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -193605.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194591.312500 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -194591.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195536.375000 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -195536.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196381.656250 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -196381.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196718.890625 Penalty: 3604.346436
	Iteration 4F: 3 clusters Score -196718.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197027.968750 Penalty: 3604.346436
	Iteration 5F: 3 clusters Score -197028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -197206.781250 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -197206.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197474.812500 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -197474.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -197981.968750 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -197982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -198049.734375 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -198049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -198046.203125 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -198046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -198052.515625 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -198052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -198052.515625 Penalty: 3604.346436
	Iteration 12F: 3 clusters Score -198052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 108131 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60779 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 65021 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 116556 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 66822 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 618 members 
Entering Unmasked Estep 
Score: -137792576.000000 Penalty: 88517.062500
Splitting cluster 25 changes total score from -137792096.000000 to -137792576.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 108131 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60779 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 65021 members 
Mstep: Class 13 contains 97534 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 116556 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 104725 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 66822 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 119Q: 27 clusters Score -1.377928e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102011 members 
Mstep: Class 3 contains 108135 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 60800 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32713 members 
Mstep: Class 12 contains 64984 members 
Mstep: Class 13 contains 97589 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 116606 members 
Mstep: Class 16 contains 18379 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 52018 members 
Mstep: Class 20 contains 104691 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 66819 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 25522 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792656.000000 Penalty: 88517.062500
Iteration 120F: 27 clusters Score -1.377927e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102017 members 
Mstep: Class 3 contains 108121 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16696 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60811 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 32720 members 
Mstep: Class 12 contains 64949 members 
Mstep: Class 13 contains 97637 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 116672 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 5117 members 
Mstep: Class 18 contains 14448 members 
Mstep: Class 19 contains 51995 members 
Mstep: Class 20 contains 104640 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 66809 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 25522 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 121Q: 27 clusters Score -1.377928e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102033 members 
Mstep: Class 3 contains 108109 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 60824 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32721 members 
Mstep: Class 12 contains 64919 members 
Mstep: Class 13 contains 97689 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 15 contains 116713 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 51981 members 
Mstep: Class 20 contains 104593 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 66808 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 25515 members 
Mstep: Class 25 contains 852 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 122Q: 27 clusters Score -1.377928e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102028 members 
Mstep: Class 3 contains 108111 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16680 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 60838 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32721 members 
Mstep: Class 12 contains 64882 members 
Mstep: Class 13 contains 97741 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 116741 members 
Mstep: Class 16 contains 18357 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 51972 members 
Mstep: Class 20 contains 104568 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 66806 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 25518 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 123Q: 27 clusters Score -1.377927e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102027 members 
Mstep: Class 3 contains 108102 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16675 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60847 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32709 members 
Mstep: Class 12 contains 64863 members 
Mstep: Class 13 contains 97784 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 116760 members 
Mstep: Class 16 contains 18354 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 51961 members 
Mstep: Class 20 contains 104560 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 66809 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 25513 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792688.000000 Penalty: 88517.062500
Iteration 124Q: 27 clusters Score -1.377927e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102029 members 
Mstep: Class 3 contains 108132 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16671 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 60858 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32703 members 
Mstep: Class 12 contains 64844 members 
Mstep: Class 13 contains 97807 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 116772 members 
Mstep: Class 16 contains 18343 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 51954 members 
Mstep: Class 20 contains 104528 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 66818 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25505 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 125Q: 27 clusters Score -1.377928e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102031 members 
Mstep: Class 3 contains 108153 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60868 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32701 members 
Mstep: Class 12 contains 64820 members 
Mstep: Class 13 contains 97844 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 116801 members 
Mstep: Class 16 contains 18331 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 51936 members 
Mstep: Class 20 contains 104483 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 66824 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 25501 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792960.000000 Penalty: 88517.062500
Iteration 126Q: 27 clusters Score -1.37793e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102043 members 
Mstep: Class 3 contains 108176 members 
Mstep: Class 4 contains 516 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 60875 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64799 members 
Mstep: Class 13 contains 97889 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 116819 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 5124 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 51921 members 
Mstep: Class 20 contains 104426 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 66823 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25501 members 
Mstep: Class 25 contains 871 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 127Q: 27 clusters Score -1.37793e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102058 members 
Mstep: Class 3 contains 108185 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 60881 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64787 members 
Mstep: Class 13 contains 97909 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 116843 members 
Mstep: Class 16 contains 18326 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 51897 members 
Mstep: Class 20 contains 104399 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 66825 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25498 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 128Q: 27 clusters Score -1.37793e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102047 members 
Mstep: Class 3 contains 108211 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60889 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64780 members 
Mstep: Class 13 contains 97930 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 116862 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 104378 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 66831 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25492 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 129Q: 27 clusters Score -1.377931e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102064 members 
Mstep: Class 3 contains 108232 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 60891 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32686 members 
Mstep: Class 12 contains 64773 members 
Mstep: Class 13 contains 97938 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 116863 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 51861 members 
Mstep: Class 20 contains 104347 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 66840 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 25494 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792976.000000 Penalty: 88517.062500
Iteration 130Q: 27 clusters Score -1.37793e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102059 members 
Mstep: Class 3 contains 108240 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 60890 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32684 members 
Mstep: Class 12 contains 64762 members 
Mstep: Class 13 contains 97961 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 116885 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14360 members 
Mstep: Class 19 contains 51847 members 
Mstep: Class 20 contains 104324 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 66846 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25494 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792944.000000 Penalty: 88517.062500
Iteration 131Q: 27 clusters Score -1.377929e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102063 members 
Mstep: Class 3 contains 108239 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 60893 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32684 members 
Mstep: Class 12 contains 64762 members 
Mstep: Class 13 contains 97975 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 116906 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 51833 members 
Mstep: Class 20 contains 104305 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 66850 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 25489 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792880.000000 Penalty: 88517.062500
Iteration 132Q: 27 clusters Score -1.377929e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102067 members 
Mstep: Class 3 contains 108227 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 60895 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32687 members 
Mstep: Class 12 contains 64763 members 
Mstep: Class 13 contains 97988 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 116921 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14346 members 
Mstep: Class 19 contains 51821 members 
Mstep: Class 20 contains 104299 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 66856 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793072.000000 Penalty: 88517.062500
Iteration 133Q: 27 clusters Score -1.377931e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102071 members 
Mstep: Class 3 contains 108229 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 60905 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64765 members 
Mstep: Class 13 contains 97994 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 116925 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 51806 members 
Mstep: Class 20 contains 104284 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 66857 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 25485 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793008.000000 Penalty: 88517.062500
Iteration 134Q: 27 clusters Score -1.37793e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102062 members 
Mstep: Class 3 contains 108225 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60910 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64765 members 
Mstep: Class 13 contains 98003 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 116933 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 51796 members 
Mstep: Class 20 contains 104275 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 66863 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 135Q: 27 clusters Score -1.377931e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102064 members 
Mstep: Class 3 contains 108219 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 60916 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64756 members 
Mstep: Class 13 contains 97999 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 116952 members 
Mstep: Class 16 contains 18312 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 51785 members 
Mstep: Class 20 contains 104273 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 66873 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 25482 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793168.000000 Penalty: 88517.062500
Iteration 136Q: 27 clusters Score -1.377932e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102071 members 
Mstep: Class 3 contains 108225 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 60924 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64752 members 
Mstep: Class 13 contains 97995 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 116964 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 51767 members 
Mstep: Class 20 contains 104266 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66871 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 25479 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793072.000000 Penalty: 88517.062500
Iteration 137Q: 27 clusters Score -1.377931e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102084 members 
Mstep: Class 3 contains 108225 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 60927 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 32693 members 
Mstep: Class 12 contains 64752 members 
Mstep: Class 13 contains 97995 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 116955 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 5124 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 51752 members 
Mstep: Class 20 contains 104273 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66870 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 25474 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 88517.062500
Iteration 138Q: 27 clusters Score -1.37793e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102088 members 
Mstep: Class 3 contains 108219 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 14014 members 
Mstep: Class 9 contains 60931 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64753 members 
Mstep: Class 13 contains 97995 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 116956 members 
Mstep: Class 16 contains 18318 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14330 members 
Mstep: Class 19 contains 51741 members 
Mstep: Class 20 contains 104282 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66868 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 25471 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793104.000000 Penalty: 88517.062500
Iteration 139Q: 27 clusters Score -1.377931e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102091 members 
Mstep: Class 3 contains 108210 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 16651 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 60931 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64761 members 
Mstep: Class 13 contains 98002 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 116967 members 
Mstep: Class 16 contains 18318 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 51736 members 
Mstep: Class 20 contains 104272 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66867 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 25462 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 88517.062500
Iteration 140F: 27 clusters Score -1.37793e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102098 members 
Mstep: Class 3 contains 108206 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 16648 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 60937 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 64760 members 
Mstep: Class 13 contains 98001 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 116969 members 
Mstep: Class 16 contains 18318 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14324 members 
Mstep: Class 19 contains 51732 members 
Mstep: Class 20 contains 104277 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66857 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 25463 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793040.000000 Penalty: 88517.062500
Iteration 141Q: 27 clusters Score -1.37793e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102108 members 
Mstep: Class 3 contains 108184 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 60944 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64760 members 
Mstep: Class 13 contains 97992 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 116979 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 14320 members 
Mstep: Class 19 contains 51729 members 
Mstep: Class 20 contains 104292 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66854 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793008.000000 Penalty: 88517.062500
Iteration 142Q: 27 clusters Score -1.37793e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102109 members 
Mstep: Class 3 contains 108172 members 
Mstep: Class 4 contains 465 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64761 members 
Mstep: Class 13 contains 97985 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 116994 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 51723 members 
Mstep: Class 20 contains 104294 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66858 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 923 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793168.000000 Penalty: 88517.062500
Iteration 143Q: 27 clusters Score -1.377932e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102119 members 
Mstep: Class 3 contains 108145 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 64764 members 
Mstep: Class 13 contains 97986 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 117004 members 
Mstep: Class 16 contains 18327 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 104301 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66854 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 25462 members 
Mstep: Class 25 contains 925 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 144Q: 27 clusters Score -1.377931e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102122 members 
Mstep: Class 3 contains 108139 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64762 members 
Mstep: Class 13 contains 97987 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 117023 members 
Mstep: Class 16 contains 18329 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104294 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66847 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25464 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 88517.062500
Iteration 145Q: 27 clusters Score -1.37793e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102127 members 
Mstep: Class 3 contains 108134 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 16634 members 
Mstep: Class 8 contains 14020 members 
Mstep: Class 9 contains 60952 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64761 members 
Mstep: Class 13 contains 97999 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 117030 members 
Mstep: Class 16 contains 18332 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 14298 members 
Mstep: Class 19 contains 51709 members 
Mstep: Class 20 contains 104278 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66849 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 927 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793136.000000 Penalty: 88517.062500
Iteration 146Q: 27 clusters Score -1.377931e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102128 members 
Mstep: Class 3 contains 108123 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 16632 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 60953 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64761 members 
Mstep: Class 13 contains 98000 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 117040 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 51708 members 
Mstep: Class 20 contains 104283 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66854 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 928 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 147Q: 27 clusters Score -1.37793e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102133 members 
Mstep: Class 3 contains 108117 members 
Mstep: Class 4 contains 458 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16631 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 60950 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64757 members 
Mstep: Class 13 contains 98003 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 117051 members 
Mstep: Class 16 contains 18332 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 51706 members 
Mstep: Class 20 contains 104273 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66858 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25469 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 148Q: 27 clusters Score -1.377931e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102141 members 
Mstep: Class 3 contains 108104 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16627 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32693 members 
Mstep: Class 12 contains 64749 members 
Mstep: Class 13 contains 98014 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 117063 members 
Mstep: Class 16 contains 18333 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 51702 members 
Mstep: Class 20 contains 104266 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66860 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25469 members 
Mstep: Class 25 contains 932 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 149Q: 27 clusters Score -1.37793e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102148 members 
Mstep: Class 3 contains 108094 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64742 members 
Mstep: Class 13 contains 98019 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 117073 members 
Mstep: Class 16 contains 18335 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 51697 members 
Mstep: Class 20 contains 104268 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66860 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 25 contains 933 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792912.000000 Penalty: 88517.062500
Iteration 150Q: 27 clusters Score -1.377929e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102150 members 
Mstep: Class 3 contains 108084 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16625 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64729 members 
Mstep: Class 13 contains 98019 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 117089 members 
Mstep: Class 16 contains 18339 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 51696 members 
Mstep: Class 20 contains 104269 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66867 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792960.000000 Penalty: 88517.062500
Iteration 151Q: 27 clusters Score -1.37793e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102154 members 
Mstep: Class 3 contains 108074 members 
Mstep: Class 4 contains 453 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16625 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 98019 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 117092 members 
Mstep: Class 16 contains 18340 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 51693 members 
Mstep: Class 20 contains 104290 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66869 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 25462 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 152Q: 27 clusters Score -1.377928e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102166 members 
Mstep: Class 3 contains 108075 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16624 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64708 members 
Mstep: Class 13 contains 98019 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 117084 members 
Mstep: Class 16 contains 18338 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 51694 members 
Mstep: Class 20 contains 104302 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66867 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 935 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 153Q: 27 clusters Score -1.377928e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102169 members 
Mstep: Class 3 contains 108058 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16623 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64708 members 
Mstep: Class 13 contains 98016 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 117102 members 
Mstep: Class 16 contains 18335 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51693 members 
Mstep: Class 20 contains 104306 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66872 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 937 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792752.000000 Penalty: 88517.062500
Iteration 154Q: 27 clusters Score -1.377928e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102169 members 
Mstep: Class 3 contains 108050 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 16622 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64704 members 
Mstep: Class 13 contains 98009 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 117110 members 
Mstep: Class 16 contains 18331 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51689 members 
Mstep: Class 20 contains 104316 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66879 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25453 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 155Q: 27 clusters Score -1.377928e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102175 members 
Mstep: Class 3 contains 108036 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64700 members 
Mstep: Class 13 contains 98004 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 117118 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51687 members 
Mstep: Class 20 contains 104325 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66886 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25449 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792720.000000 Penalty: 88517.062500
Iteration 156Q: 27 clusters Score -1.377927e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102180 members 
Mstep: Class 3 contains 108022 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 16618 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64704 members 
Mstep: Class 13 contains 98006 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 117112 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 104334 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66890 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25446 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 157Q: 27 clusters Score -1.377928e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102183 members 
Mstep: Class 3 contains 108015 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16617 members 
Mstep: Class 8 contains 14011 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64701 members 
Mstep: Class 13 contains 98004 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 117110 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51677 members 
Mstep: Class 20 contains 104349 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66890 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 158Q: 27 clusters Score -1.377927e+08 nChanged 107
Entering ConstructFrom: 
Score: -137792672.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24148.275391 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24148.28 nChanged 22
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: -24254.019531 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24254.02 nChanged 5
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: -24297.185547 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -24297.19 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: -24309.625000 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24309.62 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: -24309.625000 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -24309.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Entering Unmasked Estep 
Score: -15716995.000000 Penalty: 2860.561035
	Iteration 0F: 2 clusters Score -1.5717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -15652728.000000 Penalty: 5721.122070
	Iteration 0F: 3 clusters Score -1.565273e+07 nChanged 48221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -15680847.000000 Penalty: 5721.122070
	Iteration 1F: 3 clusters Score -1.568085e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -15682051.000000 Penalty: 5721.122070
	Iteration 2Q: 3 clusters Score -1.568205e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -15683837.000000 Penalty: 5721.122070
	Iteration 3Q: 3 clusters Score -1.568384e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -15686967.000000 Penalty: 5721.122070
	Iteration 4F: 3 clusters Score -1.568697e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -15691846.000000 Penalty: 5721.122070
	Iteration 5F: 3 clusters Score -1.569185e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -15699111.000000 Penalty: 5721.122070
	Iteration 6F: 3 clusters Score -1.569911e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -15706536.000000 Penalty: 5721.122070
	Iteration 7F: 3 clusters Score -1.570654e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -15711279.000000 Penalty: 5721.122070
	Iteration 8F: 3 clusters Score -1.571128e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15713344.000000 Penalty: 5721.122070
	Iteration 9Q: 3 clusters Score -1.571334e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15714135.000000 Penalty: 5721.122070
	Iteration 10Q: 3 clusters Score -1.571414e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15714392.000000 Penalty: 5721.122070
	Iteration 11Q: 3 clusters Score -1.571439e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15714524.000000 Penalty: 5721.122070
	Iteration 12Q: 3 clusters Score -1.571452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15714586.000000 Penalty: 5721.122070
	Iteration 13Q: 3 clusters Score -1.571459e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15714637.000000 Penalty: 5721.122070
	Iteration 14Q: 3 clusters Score -1.571464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15714642.000000 Penalty: 5721.122070
	Iteration 15Q: 3 clusters Score -1.571464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15714660.000000 Penalty: 5721.122070
	Iteration 16Q: 3 clusters Score -1.571466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15714673.000000 Penalty: 5721.122070
	Iteration 17Q: 3 clusters Score -1.571467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15714681.000000 Penalty: 5721.122070
	Iteration 18Q: 3 clusters Score -1.571468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15714685.000000 Penalty: 5721.122070
	Iteration 19Q: 3 clusters Score -1.571468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15714687.000000 Penalty: 5721.122070
	Iteration 20F: 3 clusters Score -1.571469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Entering Unmasked Estep 
Score: -16595074.000000 Penalty: 2874.333252
	Iteration 0F: 2 clusters Score -1.659507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -16526356.000000 Penalty: 5748.666504
	Iteration 0F: 3 clusters Score -1.652636e+07 nChanged 51583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -16555762.000000 Penalty: 5748.666504
	Iteration 1F: 3 clusters Score -1.655576e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -16556664.000000 Penalty: 5748.666504
	Iteration 2Q: 3 clusters Score -1.655666e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -16557398.000000 Penalty: 5748.666504
	Iteration 3Q: 3 clusters Score -1.65574e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -16558417.000000 Penalty: 5748.666504
	Iteration 4Q: 3 clusters Score -1.655842e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -16559889.000000 Penalty: 5748.666504
	Iteration 5Q: 3 clusters Score -1.655989e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -16562465.000000 Penalty: 5748.666504
	Iteration 6Q: 3 clusters Score -1.656246e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -16566518.000000 Penalty: 5748.666504
	Iteration 7F: 3 clusters Score -1.656652e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -16572956.000000 Penalty: 5748.666504
	Iteration 8F: 3 clusters Score -1.657296e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -16581053.000000 Penalty: 5748.666504
	Iteration 9F: 3 clusters Score -1.658105e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -16587625.000000 Penalty: 5748.666504
	Iteration 10F: 3 clusters Score -1.658762e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -16590747.000000 Penalty: 5748.666504
	Iteration 11Q: 3 clusters Score -1.659075e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -16592151.000000 Penalty: 5748.666504
	Iteration 12Q: 3 clusters Score -1.659215e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -16593002.000000 Penalty: 5748.666504
	Iteration 13Q: 3 clusters Score -1.6593e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -16593745.000000 Penalty: 5748.666504
	Iteration 14Q: 3 clusters Score -1.659374e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -16594303.000000 Penalty: 5748.666504
	Iteration 15Q: 3 clusters Score -1.65943e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -16594736.000000 Penalty: 5748.666504
	Iteration 16Q: 3 clusters Score -1.659474e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -16595178.000000 Penalty: 5748.666504
	Iteration 17Q: 3 clusters Score -1.659518e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -16595438.000000 Penalty: 5748.666504
	Iteration 18Q: 3 clusters Score -1.659544e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -16595624.000000 Penalty: 5748.666504
	Iteration 19Q: 3 clusters Score -1.659562e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -16595860.000000 Penalty: 5748.666504
	Iteration 20F: 3 clusters Score -1.659586e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -16595996.000000 Penalty: 5748.666504
	Iteration 21Q: 3 clusters Score -1.6596e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -16596116.000000 Penalty: 5748.666504
	Iteration 22Q: 3 clusters Score -1.659612e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -16596160.000000 Penalty: 5748.666504
	Iteration 23Q: 3 clusters Score -1.659616e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -16596258.000000 Penalty: 5748.666504
	Iteration 24Q: 3 clusters Score -1.659626e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -16596184.000000 Penalty: 5748.666504
	Iteration 25Q: 3 clusters Score -1.659618e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -16596153.000000 Penalty: 5748.666504
	Iteration 26Q: 3 clusters Score -1.659615e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -16596060.000000 Penalty: 5748.666504
	Iteration 27Q: 3 clusters Score -1.659606e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -16595944.000000 Penalty: 5748.666504
	Iteration 28Q: 3 clusters Score -1.659594e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -16595889.000000 Penalty: 5748.666504
	Iteration 29Q: 3 clusters Score -1.659589e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -16595729.000000 Penalty: 5748.666504
	Iteration 30Q: 3 clusters Score -1.659573e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -16595688.000000 Penalty: 5748.666504
	Iteration 31Q: 3 clusters Score -1.659569e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -16595650.000000 Penalty: 5748.666504
	Iteration 32Q: 3 clusters Score -1.659565e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -16595534.000000 Penalty: 5748.666504
	Iteration 33Q: 3 clusters Score -1.659553e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -16595465.000000 Penalty: 5748.666504
	Iteration 34Q: 3 clusters Score -1.659546e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -16595340.000000 Penalty: 5748.666504
	Iteration 35Q: 3 clusters Score -1.659534e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -16595247.000000 Penalty: 5748.666504
	Iteration 36Q: 3 clusters Score -1.659525e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -16595131.000000 Penalty: 5748.666504
	Iteration 37Q: 3 clusters Score -1.659513e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -16595033.000000 Penalty: 5748.666504
	Iteration 38Q: 3 clusters Score -1.659503e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -16594950.000000 Penalty: 5748.666504
	Iteration 39Q: 3 clusters Score -1.659495e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -16594884.000000 Penalty: 5748.666504
	Iteration 40F: 3 clusters Score -1.659488e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -16594813.000000 Penalty: 5748.666504
	Iteration 41Q: 3 clusters Score -1.659481e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -16594742.000000 Penalty: 5748.666504
	Iteration 42Q: 3 clusters Score -1.659474e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -16594644.000000 Penalty: 5748.666504
	Iteration 43Q: 3 clusters Score -1.659464e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -16594586.000000 Penalty: 5748.666504
	Iteration 44Q: 3 clusters Score -1.659459e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -16594542.000000 Penalty: 5748.666504
	Iteration 45Q: 3 clusters Score -1.659454e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16594531.000000 Penalty: 5748.666504
	Iteration 46Q: 3 clusters Score -1.659453e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -16594463.000000 Penalty: 5748.666504
	Iteration 47Q: 3 clusters Score -1.659446e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -16594437.000000 Penalty: 5748.666504
	Iteration 48Q: 3 clusters Score -1.659444e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -16594361.000000 Penalty: 5748.666504
	Iteration 49Q: 3 clusters Score -1.659436e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -16594358.000000 Penalty: 5748.666504
	Iteration 50Q: 3 clusters Score -1.659436e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -16594323.000000 Penalty: 5748.666504
	Iteration 51Q: 3 clusters Score -1.659432e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -16594348.000000 Penalty: 5748.666504
	Iteration 52Q: 3 clusters Score -1.659435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -16594270.000000 Penalty: 5748.666504
	Iteration 53Q: 3 clusters Score -1.659427e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -16594235.000000 Penalty: 5748.666504
	Iteration 54Q: 3 clusters Score -1.659424e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -16594185.000000 Penalty: 5748.666504
	Iteration 55Q: 3 clusters Score -1.659418e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -16594160.000000 Penalty: 5748.666504
	Iteration 56Q: 3 clusters Score -1.659416e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16594149.000000 Penalty: 5748.666504
	Iteration 57Q: 3 clusters Score -1.659415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -16594106.000000 Penalty: 5748.666504
	Iteration 58Q: 3 clusters Score -1.659411e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16594069.000000 Penalty: 5748.666504
	Iteration 59Q: 3 clusters Score -1.659407e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -16594058.000000 Penalty: 5748.666504
	Iteration 60F: 3 clusters Score -1.659406e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -16594044.000000 Penalty: 5748.666504
	Iteration 61Q: 3 clusters Score -1.659404e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -16594011.000000 Penalty: 5748.666504
	Iteration 62Q: 3 clusters Score -1.659401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -16594025.000000 Penalty: 5748.666504
	Iteration 63Q: 3 clusters Score -1.659402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -16594013.000000 Penalty: 5748.666504
	Iteration 64Q: 3 clusters Score -1.659401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16594025.000000 Penalty: 5748.666504
	Iteration 65Q: 3 clusters Score -1.659402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -16594020.000000 Penalty: 5748.666504
	Iteration 66Q: 3 clusters Score -1.659402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -16594009.000000 Penalty: 5748.666504
	Iteration 67Q: 3 clusters Score -1.659401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16593993.000000 Penalty: 5748.666504
	Iteration 68Q: 3 clusters Score -1.659399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -16593986.000000 Penalty: 5748.666504
	Iteration 69Q: 3 clusters Score -1.659399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -16593982.000000 Penalty: 5748.666504
	Iteration 70Q: 3 clusters Score -1.659398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16593964.000000 Penalty: 5748.666504
	Iteration 71Q: 3 clusters Score -1.659396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16593956.000000 Penalty: 5748.666504
	Iteration 72Q: 3 clusters Score -1.659396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16593965.000000 Penalty: 5748.666504
	Iteration 73Q: 3 clusters Score -1.659396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -16593962.000000 Penalty: 5748.666504
	Iteration 74Q: 3 clusters Score -1.659396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -16593934.000000 Penalty: 5748.666504
	Iteration 75Q: 3 clusters Score -1.659393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16593921.000000 Penalty: 5748.666504
	Iteration 76Q: 3 clusters Score -1.659392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16593925.000000 Penalty: 5748.666504
	Iteration 77Q: 3 clusters Score -1.659392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16593915.000000 Penalty: 5748.666504
	Iteration 78Q: 3 clusters Score -1.659392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -16593917.000000 Penalty: 5748.666504
	Iteration 79Q: 3 clusters Score -1.659392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16593927.000000 Penalty: 5748.666504
	Iteration 80F: 3 clusters Score -1.659393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -16593907.000000 Penalty: 5748.666504
	Iteration 81Q: 3 clusters Score -1.659391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -16593883.000000 Penalty: 5748.666504
	Iteration 82Q: 3 clusters Score -1.659388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16593879.000000 Penalty: 5748.666504
	Iteration 83Q: 3 clusters Score -1.659388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106054 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16593886.000000 Penalty: 5748.666504
	Iteration 84Q: 3 clusters Score -1.659389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16593889.000000 Penalty: 5748.666504
	Iteration 85Q: 3 clusters Score -1.659389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16593872.000000 Penalty: 5748.666504
	Iteration 86Q: 3 clusters Score -1.659387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -16593878.000000 Penalty: 5748.666504
	Iteration 87Q: 3 clusters Score -1.659388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -16593875.000000 Penalty: 5748.666504
	Iteration 88Q: 3 clusters Score -1.659388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16593877.000000 Penalty: 5748.666504
	Iteration 89Q: 3 clusters Score -1.659388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -16593874.000000 Penalty: 5748.666504
	Iteration 90Q: 3 clusters Score -1.659387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -16593874.000000 Penalty: 5748.666504
	Iteration 91F: 3 clusters Score -1.659387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -57441.042969 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -57441.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56027.687500 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -56027.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56282.460938 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -56282.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56470.308594 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -56470.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56658.324219 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -56658.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56734.714844 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -56734.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56806.199219 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -56806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56876.191406 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -56876.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56937.054688 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -56937.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56953.421875 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -56953.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56961.328125 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -56961.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56966.738281 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -56966.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56968.933594 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -56968.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56971.429688 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -56971.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56971.429688 Penalty: 3029.083252
	Iteration 13F: 3 clusters Score -56971.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -299045.562500 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -299045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -296462.031250 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -296462 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -296876.906250 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -296876.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -296989.343750 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -296989.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -297061.343750 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -297061.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -297106.312500 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -297106.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -297125.593750 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -297125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -297134.093750 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -297134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -297141.656250 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -297141.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -297150.250000 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -297150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -297154.093750 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -297154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -297159.156250 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -297159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -297163.750000 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -297163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -297166.187500 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -297166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -297169.125000 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -297169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -297172.281250 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -297172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -297175.218750 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -297175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297176.812500 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -297176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297179.437500 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -297179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297180.718750 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -297180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297181.750000 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -297181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -297183.125000 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -297183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297184.218750 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -297184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297184.781250 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -297184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297185.656250 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -297185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297186.187500 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -297186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -297186.343750 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -297186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -297186.343750 Penalty: 3753.659912
	Iteration 26F: 3 clusters Score -297186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -715784.562500 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -715784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -711376.500000 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -711376.5 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -712537.312500 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -712537.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -712956.375000 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -712956.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -713331.312500 Penalty: 4210.339844
	Iteration 3F: 3 clusters Score -713331.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -713699.000000 Penalty: 4210.339844
	Iteration 4F: 3 clusters Score -713699 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -713952.937500 Penalty: 4210.339844
	Iteration 5F: 3 clusters Score -713952.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -714129.937500 Penalty: 4210.339844
	Iteration 6Q: 3 clusters Score -714129.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -714256.937500 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -714256.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714369.937500 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -714369.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -714435.000000 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -714435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -714468.875000 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -714468.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -714501.875000 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -714501.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -714530.687500 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -714530.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -714548.187500 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -714548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -714561.125000 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -714561.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -714570.750000 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -714570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -714580.187500 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -714580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -714589.187500 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -714589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -714594.062500 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -714594.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -714599.812500 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -714599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -714603.125000 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -714603.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -714609.375000 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -714609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -714616.187500 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -714616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -714617.375000 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -714617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -714620.875000 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -714620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -714622.250000 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -714622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -714623.437500 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -714623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -714625.687500 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -714625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -714627.562500 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -714627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -714627.750000 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -714627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -714628.500000 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -714628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -714628.875000 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -714628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -714628.875000 Penalty: 4210.339844
	Iteration 32F: 3 clusters Score -714628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Entering Unmasked Estep 
Score: -2344245.500000 Penalty: 2410.079346
	Iteration 0F: 2 clusters Score -2344246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2332316.750000 Penalty: 4820.158691
	Iteration 0F: 3 clusters Score -2332317 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2336278.000000 Penalty: 4820.158691
	Iteration 1F: 3 clusters Score -2336278 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2337009.500000 Penalty: 4820.158691
	Iteration 2F: 3 clusters Score -2337010 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2337811.250000 Penalty: 4820.158691
	Iteration 3F: 3 clusters Score -2337811 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2338549.250000 Penalty: 4820.158691
	Iteration 4F: 3 clusters Score -2338549 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2339271.250000 Penalty: 4820.158691
	Iteration 5F: 3 clusters Score -2339271 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2339935.000000 Penalty: 4820.158691
	Iteration 6F: 3 clusters Score -2339935 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2340403.250000 Penalty: 4820.158691
	Iteration 7F: 3 clusters Score -2340403 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2340758.250000 Penalty: 4820.158691
	Iteration 8Q: 3 clusters Score -2340758 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2341013.750000 Penalty: 4820.158691
	Iteration 9Q: 3 clusters Score -2341014 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2341222.000000 Penalty: 4820.158691
	Iteration 10Q: 3 clusters Score -2341222 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2341419.500000 Penalty: 4820.158691
	Iteration 11Q: 3 clusters Score -2341420 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2341602.250000 Penalty: 4820.158691
	Iteration 12Q: 3 clusters Score -2341602 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2341812.000000 Penalty: 4820.158691
	Iteration 13Q: 3 clusters Score -2341812 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2342008.250000 Penalty: 4820.158691
	Iteration 14Q: 3 clusters Score -2342008 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2342159.000000 Penalty: 4820.158691
	Iteration 15Q: 3 clusters Score -2342159 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2342274.500000 Penalty: 4820.158691
	Iteration 16Q: 3 clusters Score -2342274 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2342379.750000 Penalty: 4820.158691
	Iteration 17Q: 3 clusters Score -2342380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2342485.750000 Penalty: 4820.158691
	Iteration 18Q: 3 clusters Score -2342486 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2342557.000000 Penalty: 4820.158691
	Iteration 19Q: 3 clusters Score -2342557 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2342629.750000 Penalty: 4820.158691
	Iteration 20F: 3 clusters Score -2342630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2342676.750000 Penalty: 4820.158691
	Iteration 21Q: 3 clusters Score -2342677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2342718.250000 Penalty: 4820.158691
	Iteration 22Q: 3 clusters Score -2342718 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2342734.500000 Penalty: 4820.158691
	Iteration 23Q: 3 clusters Score -2342734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2342769.500000 Penalty: 4820.158691
	Iteration 24Q: 3 clusters Score -2342770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2342793.000000 Penalty: 4820.158691
	Iteration 25Q: 3 clusters Score -2342793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2342814.000000 Penalty: 4820.158691
	Iteration 26Q: 3 clusters Score -2342814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2342822.500000 Penalty: 4820.158691
	Iteration 27Q: 3 clusters Score -2342822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2342837.000000 Penalty: 4820.158691
	Iteration 28Q: 3 clusters Score -2342837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2342855.250000 Penalty: 4820.158691
	Iteration 29Q: 3 clusters Score -2342855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2342863.000000 Penalty: 4820.158691
	Iteration 30Q: 3 clusters Score -2342863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2342877.500000 Penalty: 4820.158691
	Iteration 31Q: 3 clusters Score -2342878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2342886.000000 Penalty: 4820.158691
	Iteration 32Q: 3 clusters Score -2342886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2342895.250000 Penalty: 4820.158691
	Iteration 33Q: 3 clusters Score -2342895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2342916.250000 Penalty: 4820.158691
	Iteration 34Q: 3 clusters Score -2342916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2342923.750000 Penalty: 4820.158691
	Iteration 35Q: 3 clusters Score -2342924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2342936.250000 Penalty: 4820.158691
	Iteration 36Q: 3 clusters Score -2342936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2342948.500000 Penalty: 4820.158691
	Iteration 37Q: 3 clusters Score -2342948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2342955.500000 Penalty: 4820.158691
	Iteration 38Q: 3 clusters Score -2342956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2342969.250000 Penalty: 4820.158691
	Iteration 39Q: 3 clusters Score -2342969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2342980.500000 Penalty: 4820.158691
	Iteration 40F: 3 clusters Score -2342980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2343000.000000 Penalty: 4820.158691
	Iteration 41Q: 3 clusters Score -2343000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2343012.000000 Penalty: 4820.158691
	Iteration 42Q: 3 clusters Score -2343012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2343025.500000 Penalty: 4820.158691
	Iteration 43Q: 3 clusters Score -2343026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2343057.750000 Penalty: 4820.158691
	Iteration 44Q: 3 clusters Score -2343058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2343072.250000 Penalty: 4820.158691
	Iteration 45Q: 3 clusters Score -2343072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2343091.500000 Penalty: 4820.158691
	Iteration 46Q: 3 clusters Score -2343092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2343128.750000 Penalty: 4820.158691
	Iteration 47Q: 3 clusters Score -2343129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2343164.750000 Penalty: 4820.158691
	Iteration 48Q: 3 clusters Score -2343165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2343188.000000 Penalty: 4820.158691
	Iteration 49Q: 3 clusters Score -2343188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2343223.500000 Penalty: 4820.158691
	Iteration 50Q: 3 clusters Score -2343224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2343262.250000 Penalty: 4820.158691
	Iteration 51Q: 3 clusters Score -2343262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2343287.500000 Penalty: 4820.158691
	Iteration 52Q: 3 clusters Score -2343288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2343310.750000 Penalty: 4820.158691
	Iteration 53Q: 3 clusters Score -2343311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2343343.000000 Penalty: 4820.158691
	Iteration 54Q: 3 clusters Score -2343343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2343363.250000 Penalty: 4820.158691
	Iteration 55Q: 3 clusters Score -2343363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2343377.500000 Penalty: 4820.158691
	Iteration 56Q: 3 clusters Score -2343378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2343396.750000 Penalty: 4820.158691
	Iteration 57Q: 3 clusters Score -2343397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2343401.000000 Penalty: 4820.158691
	Iteration 58Q: 3 clusters Score -2343401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2343405.500000 Penalty: 4820.158691
	Iteration 59Q: 3 clusters Score -2343406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2343413.000000 Penalty: 4820.158691
	Iteration 60F: 3 clusters Score -2343413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2343427.250000 Penalty: 4820.158691
	Iteration 61Q: 3 clusters Score -2343427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2343427.500000 Penalty: 4820.158691
	Iteration 62Q: 3 clusters Score -2343428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2343431.750000 Penalty: 4820.158691
	Iteration 63Q: 3 clusters Score -2343432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2343432.500000 Penalty: 4820.158691
	Iteration 64Q: 3 clusters Score -2343432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2343441.250000 Penalty: 4820.158691
	Iteration 65Q: 3 clusters Score -2343441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2343449.500000 Penalty: 4820.158691
	Iteration 66Q: 3 clusters Score -2343450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2343452.000000 Penalty: 4820.158691
	Iteration 67Q: 3 clusters Score -2343452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2343465.000000 Penalty: 4820.158691
	Iteration 68Q: 3 clusters Score -2343465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2343475.500000 Penalty: 4820.158691
	Iteration 69Q: 3 clusters Score -2343476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2343481.250000 Penalty: 4820.158691
	Iteration 70Q: 3 clusters Score -2343481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2343498.250000 Penalty: 4820.158691
	Iteration 71Q: 3 clusters Score -2343498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2343508.250000 Penalty: 4820.158691
	Iteration 72Q: 3 clusters Score -2343508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2343523.750000 Penalty: 4820.158691
	Iteration 73Q: 3 clusters Score -2343524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2343541.750000 Penalty: 4820.158691
	Iteration 74Q: 3 clusters Score -2343542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2343551.750000 Penalty: 4820.158691
	Iteration 75Q: 3 clusters Score -2343552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2343575.000000 Penalty: 4820.158691
	Iteration 76Q: 3 clusters Score -2343575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2343604.500000 Penalty: 4820.158691
	Iteration 77Q: 3 clusters Score -2343604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2343656.500000 Penalty: 4820.158691
	Iteration 78Q: 3 clusters Score -2343656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2343746.250000 Penalty: 4820.158691
	Iteration 79Q: 3 clusters Score -2343746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2343844.250000 Penalty: 4820.158691
	Iteration 80F: 3 clusters Score -2343844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2343907.250000 Penalty: 4820.158691
	Iteration 81Q: 3 clusters Score -2343907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2343942.000000 Penalty: 4820.158691
	Iteration 82Q: 3 clusters Score -2343942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2343960.750000 Penalty: 4820.158691
	Iteration 83Q: 3 clusters Score -2343961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2343969.750000 Penalty: 4820.158691
	Iteration 84Q: 3 clusters Score -2343970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2343977.750000 Penalty: 4820.158691
	Iteration 85Q: 3 clusters Score -2343978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2343980.000000 Penalty: 4820.158691
	Iteration 86Q: 3 clusters Score -2343980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2343984.750000 Penalty: 4820.158691
	Iteration 87Q: 3 clusters Score -2343985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2343987.500000 Penalty: 4820.158691
	Iteration 88Q: 3 clusters Score -2343988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2343987.500000 Penalty: 4820.158691
	Iteration 89F: 3 clusters Score -2343988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Entering Unmasked Estep 
Score: -2161604.250000 Penalty: 2367.768799
	Iteration 0F: 2 clusters Score -2161604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2151358.250000 Penalty: 4735.537598
	Iteration 0F: 3 clusters Score -2151358 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2154560.000000 Penalty: 4735.537598
	Iteration 1F: 3 clusters Score -2154560 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2154858.250000 Penalty: 4735.537598
	Iteration 2F: 3 clusters Score -2154858 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2155069.750000 Penalty: 4735.537598
	Iteration 3Q: 3 clusters Score -2155070 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2155269.750000 Penalty: 4735.537598
	Iteration 4Q: 3 clusters Score -2155270 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2155439.250000 Penalty: 4735.537598
	Iteration 5Q: 3 clusters Score -2155439 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2155631.000000 Penalty: 4735.537598
	Iteration 6Q: 3 clusters Score -2155631 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2155862.250000 Penalty: 4735.537598
	Iteration 7Q: 3 clusters Score -2155862 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2156167.500000 Penalty: 4735.537598
	Iteration 8Q: 3 clusters Score -2156168 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2156589.000000 Penalty: 4735.537598
	Iteration 9Q: 3 clusters Score -2156589 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2157109.000000 Penalty: 4735.537598
	Iteration 10F: 3 clusters Score -2157109 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2157718.750000 Penalty: 4735.537598
	Iteration 11F: 3 clusters Score -2157719 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2158341.750000 Penalty: 4735.537598
	Iteration 12F: 3 clusters Score -2158342 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2158818.750000 Penalty: 4735.537598
	Iteration 13Q: 3 clusters Score -2158819 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2159166.000000 Penalty: 4735.537598
	Iteration 14Q: 3 clusters Score -2159166 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2159397.250000 Penalty: 4735.537598
	Iteration 15Q: 3 clusters Score -2159397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2159487.250000 Penalty: 4735.537598
	Iteration 16Q: 3 clusters Score -2159487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2159544.000000 Penalty: 4735.537598
	Iteration 17Q: 3 clusters Score -2159544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2159569.750000 Penalty: 4735.537598
	Iteration 18Q: 3 clusters Score -2159570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2159589.250000 Penalty: 4735.537598
	Iteration 19Q: 3 clusters Score -2159589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2159596.000000 Penalty: 4735.537598
	Iteration 20F: 3 clusters Score -2159596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2159608.500000 Penalty: 4735.537598
	Iteration 21Q: 3 clusters Score -2159608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2159618.500000 Penalty: 4735.537598
	Iteration 22Q: 3 clusters Score -2159618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2159622.250000 Penalty: 4735.537598
	Iteration 23Q: 3 clusters Score -2159622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2159624.500000 Penalty: 4735.537598
	Iteration 24Q: 3 clusters Score -2159624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2159624.500000 Penalty: 4735.537598
	Iteration 25Q: 3 clusters Score -2159624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2159624.500000 Penalty: 4735.537598
	Iteration 26F: 3 clusters Score -2159624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Entering Unmasked Estep 
Score: -9146343.000000 Penalty: 2732.420654
	Iteration 0F: 2 clusters Score -9146343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -9105515.000000 Penalty: 5464.841309
	Iteration 0F: 3 clusters Score -9105515 nChanged 28217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -9121060.000000 Penalty: 5464.841309
	Iteration 1F: 3 clusters Score -9121060 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -9121793.000000 Penalty: 5464.841309
	Iteration 2Q: 3 clusters Score -9121793 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -9122644.000000 Penalty: 5464.841309
	Iteration 3Q: 3 clusters Score -9122644 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -9123615.000000 Penalty: 5464.841309
	Iteration 4Q: 3 clusters Score -9123615 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -9124882.000000 Penalty: 5464.841309
	Iteration 5Q: 3 clusters Score -9124882 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -9126441.000000 Penalty: 5464.841309
	Iteration 6F: 3 clusters Score -9126441 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -9128341.000000 Penalty: 5464.841309
	Iteration 7F: 3 clusters Score -9128341 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -9130652.000000 Penalty: 5464.841309
	Iteration 8F: 3 clusters Score -9130652 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -9133472.000000 Penalty: 5464.841309
	Iteration 9F: 3 clusters Score -9133472 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9136085.000000 Penalty: 5464.841309
	Iteration 10F: 3 clusters Score -9136085 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -9138245.000000 Penalty: 5464.841309
	Iteration 11F: 3 clusters Score -9138245 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -9139512.000000 Penalty: 5464.841309
	Iteration 12Q: 3 clusters Score -9139512 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -9140514.000000 Penalty: 5464.841309
	Iteration 13Q: 3 clusters Score -9140514 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9141195.000000 Penalty: 5464.841309
	Iteration 14Q: 3 clusters Score -9141195 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -9141768.000000 Penalty: 5464.841309
	Iteration 15Q: 3 clusters Score -9141768 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -9142373.000000 Penalty: 5464.841309
	Iteration 16Q: 3 clusters Score -9142373 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -9142771.000000 Penalty: 5464.841309
	Iteration 17Q: 3 clusters Score -9142771 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -9143173.000000 Penalty: 5464.841309
	Iteration 18Q: 3 clusters Score -9143173 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -9143464.000000 Penalty: 5464.841309
	Iteration 19Q: 3 clusters Score -9143464 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -9143739.000000 Penalty: 5464.841309
	Iteration 20F: 3 clusters Score -9143739 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -9143931.000000 Penalty: 5464.841309
	Iteration 21Q: 3 clusters Score -9143931 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -9144096.000000 Penalty: 5464.841309
	Iteration 22Q: 3 clusters Score -9144096 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -9144216.000000 Penalty: 5464.841309
	Iteration 23Q: 3 clusters Score -9144216 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -9144321.000000 Penalty: 5464.841309
	Iteration 24Q: 3 clusters Score -9144321 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -9144377.000000 Penalty: 5464.841309
	Iteration 25Q: 3 clusters Score -9144377 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -9144431.000000 Penalty: 5464.841309
	Iteration 26Q: 3 clusters Score -9144431 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -9144481.000000 Penalty: 5464.841309
	Iteration 27Q: 3 clusters Score -9144481 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -9144529.000000 Penalty: 5464.841309
	Iteration 28Q: 3 clusters Score -9144529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -9144593.000000 Penalty: 5464.841309
	Iteration 29Q: 3 clusters Score -9144593 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -9144643.000000 Penalty: 5464.841309
	Iteration 30Q: 3 clusters Score -9144643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -9144675.000000 Penalty: 5464.841309
	Iteration 31Q: 3 clusters Score -9144675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -9144716.000000 Penalty: 5464.841309
	Iteration 32Q: 3 clusters Score -9144716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -9144717.000000 Penalty: 5464.841309
	Iteration 33Q: 3 clusters Score -9144717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -9144726.000000 Penalty: 5464.841309
	Iteration 34Q: 3 clusters Score -9144726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -9144727.000000 Penalty: 5464.841309
	Iteration 35Q: 3 clusters Score -9144727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -9144743.000000 Penalty: 5464.841309
	Iteration 36Q: 3 clusters Score -9144743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -9144744.000000 Penalty: 5464.841309
	Iteration 37Q: 3 clusters Score -9144744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -9144762.000000 Penalty: 5464.841309
	Iteration 38Q: 3 clusters Score -9144762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -9144786.000000 Penalty: 5464.841309
	Iteration 39Q: 3 clusters Score -9144786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -9144795.000000 Penalty: 5464.841309
	Iteration 40F: 3 clusters Score -9144795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -9144806.000000 Penalty: 5464.841309
	Iteration 41Q: 3 clusters Score -9144806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -9144815.000000 Penalty: 5464.841309
	Iteration 42Q: 3 clusters Score -9144815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -9144807.000000 Penalty: 5464.841309
	Iteration 43Q: 3 clusters Score -9144807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -9144806.000000 Penalty: 5464.841309
	Iteration 44Q: 3 clusters Score -9144806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -9144815.000000 Penalty: 5464.841309
	Iteration 45Q: 3 clusters Score -9144815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -9144818.000000 Penalty: 5464.841309
	Iteration 46Q: 3 clusters Score -9144818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -9144819.000000 Penalty: 5464.841309
	Iteration 47Q: 3 clusters Score -9144819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -9144812.000000 Penalty: 5464.841309
	Iteration 48Q: 3 clusters Score -9144812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -9144816.000000 Penalty: 5464.841309
	Iteration 49Q: 3 clusters Score -9144816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -9144811.000000 Penalty: 5464.841309
	Iteration 50Q: 3 clusters Score -9144811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -9144805.000000 Penalty: 5464.841309
	Iteration 51Q: 3 clusters Score -9144805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -9144803.000000 Penalty: 5464.841309
	Iteration 52Q: 3 clusters Score -9144803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -9144806.000000 Penalty: 5464.841309
	Iteration 53Q: 3 clusters Score -9144806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -9144804.000000 Penalty: 5464.841309
	Iteration 54Q: 3 clusters Score -9144804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -9144805.000000 Penalty: 5464.841309
	Iteration 55Q: 3 clusters Score -9144805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -9144815.000000 Penalty: 5464.841309
	Iteration 56Q: 3 clusters Score -9144815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -9144812.000000 Penalty: 5464.841309
	Iteration 57Q: 3 clusters Score -9144812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -9144805.000000 Penalty: 5464.841309
	Iteration 58Q: 3 clusters Score -9144805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -9144804.000000 Penalty: 5464.841309
	Iteration 59Q: 3 clusters Score -9144804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -9144802.000000 Penalty: 5464.841309
	Iteration 60F: 3 clusters Score -9144802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -9144799.000000 Penalty: 5464.841309
	Iteration 61Q: 3 clusters Score -9144799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -9144795.000000 Penalty: 5464.841309
	Iteration 62Q: 3 clusters Score -9144795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -9144788.000000 Penalty: 5464.841309
	Iteration 63Q: 3 clusters Score -9144788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -9144788.000000 Penalty: 5464.841309
	Iteration 64Q: 3 clusters Score -9144788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -9144792.000000 Penalty: 5464.841309
	Iteration 65Q: 3 clusters Score -9144792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -9144792.000000 Penalty: 5464.841309
	Iteration 66Q: 3 clusters Score -9144792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -9144798.000000 Penalty: 5464.841309
	Iteration 67Q: 3 clusters Score -9144798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -9144795.000000 Penalty: 5464.841309
	Iteration 68Q: 3 clusters Score -9144795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -9144795.000000 Penalty: 5464.841309
	Iteration 69Q: 3 clusters Score -9144795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -9144796.000000 Penalty: 5464.841309
	Iteration 70Q: 3 clusters Score -9144796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -9144793.000000 Penalty: 5464.841309
	Iteration 71Q: 3 clusters Score -9144793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -9144798.000000 Penalty: 5464.841309
	Iteration 72Q: 3 clusters Score -9144798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -9144798.000000 Penalty: 5464.841309
	Iteration 73F: 3 clusters Score -9144798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25421.226562 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25421.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24359.732422 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24359.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24495.103516 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24580.076172 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -24580.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24631.505859 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24631.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24660.832031 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24660.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24724.292969 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24724.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24741.460938 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24741.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24771.130859 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24771.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24797.662109 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -24797.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24801.671875 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -24801.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24801.750000 Penalty: 2734.660645
	Iteration 10F: 3 clusters Score -24801.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24805.619141 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -24805.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24805.619141 Penalty: 2734.660645
	Iteration 12F: 3 clusters Score -24805.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Entering Unmasked Estep 
Score: -5046841.500000 Penalty: 2577.924072
	Iteration 0F: 2 clusters Score -5046842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5024576.500000 Penalty: 5155.848145
	Iteration 0F: 3 clusters Score -5024576 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5032635.500000 Penalty: 5155.848145
	Iteration 1F: 3 clusters Score -5032636 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -5033232.500000 Penalty: 5155.848145
	Iteration 2Q: 3 clusters Score -5033232 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5033770.000000 Penalty: 5155.848145
	Iteration 3Q: 3 clusters Score -5033770 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5034234.500000 Penalty: 5155.848145
	Iteration 4Q: 3 clusters Score -5034234 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5034742.000000 Penalty: 5155.848145
	Iteration 5Q: 3 clusters Score -5034742 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5035313.500000 Penalty: 5155.848145
	Iteration 6Q: 3 clusters Score -5035314 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5035968.000000 Penalty: 5155.848145
	Iteration 7Q: 3 clusters Score -5035968 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5036829.000000 Penalty: 5155.848145
	Iteration 8Q: 3 clusters Score -5036829 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5037792.000000 Penalty: 5155.848145
	Iteration 9Q: 3 clusters Score -5037792 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -5038763.000000 Penalty: 5155.848145
	Iteration 10Q: 3 clusters Score -5038763 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5039678.500000 Penalty: 5155.848145
	Iteration 11Q: 3 clusters Score -5039678 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -5040416.000000 Penalty: 5155.848145
	Iteration 12Q: 3 clusters Score -5040416 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5041016.500000 Penalty: 5155.848145
	Iteration 13Q: 3 clusters Score -5041016 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5041548.500000 Penalty: 5155.848145
	Iteration 14Q: 3 clusters Score -5041548 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5041988.000000 Penalty: 5155.848145
	Iteration 15Q: 3 clusters Score -5041988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5042361.500000 Penalty: 5155.848145
	Iteration 16Q: 3 clusters Score -5042362 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5042697.000000 Penalty: 5155.848145
	Iteration 17Q: 3 clusters Score -5042697 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5043032.000000 Penalty: 5155.848145
	Iteration 18Q: 3 clusters Score -5043032 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5043370.500000 Penalty: 5155.848145
	Iteration 19Q: 3 clusters Score -5043370 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5043631.500000 Penalty: 5155.848145
	Iteration 20F: 3 clusters Score -5043632 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5043871.000000 Penalty: 5155.848145
	Iteration 21Q: 3 clusters Score -5043871 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5044049.000000 Penalty: 5155.848145
	Iteration 22Q: 3 clusters Score -5044049 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5044199.500000 Penalty: 5155.848145
	Iteration 23Q: 3 clusters Score -5044200 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5044268.000000 Penalty: 5155.848145
	Iteration 24Q: 3 clusters Score -5044268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5044345.000000 Penalty: 5155.848145
	Iteration 25Q: 3 clusters Score -5044345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5044388.000000 Penalty: 5155.848145
	Iteration 26Q: 3 clusters Score -5044388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5044437.500000 Penalty: 5155.848145
	Iteration 27Q: 3 clusters Score -5044438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5044453.500000 Penalty: 5155.848145
	Iteration 28Q: 3 clusters Score -5044454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5044480.000000 Penalty: 5155.848145
	Iteration 29Q: 3 clusters Score -5044480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5044512.500000 Penalty: 5155.848145
	Iteration 30Q: 3 clusters Score -5044512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5044529.000000 Penalty: 5155.848145
	Iteration 31Q: 3 clusters Score -5044529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5044537.000000 Penalty: 5155.848145
	Iteration 32Q: 3 clusters Score -5044537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5044550.000000 Penalty: 5155.848145
	Iteration 33Q: 3 clusters Score -5044550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5044555.500000 Penalty: 5155.848145
	Iteration 34Q: 3 clusters Score -5044556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5044556.000000 Penalty: 5155.848145
	Iteration 35Q: 3 clusters Score -5044556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5044563.000000 Penalty: 5155.848145
	Iteration 36Q: 3 clusters Score -5044563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5044571.500000 Penalty: 5155.848145
	Iteration 37Q: 3 clusters Score -5044572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5044572.000000 Penalty: 5155.848145
	Iteration 38Q: 3 clusters Score -5044572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5044575.000000 Penalty: 5155.848145
	Iteration 39Q: 3 clusters Score -5044575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5044578.000000 Penalty: 5155.848145
	Iteration 40F: 3 clusters Score -5044578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5044576.000000 Penalty: 5155.848145
	Iteration 41Q: 3 clusters Score -5044576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5044575.500000 Penalty: 5155.848145
	Iteration 42Q: 3 clusters Score -5044576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5044575.500000 Penalty: 5155.848145
	Iteration 43F: 3 clusters Score -5044576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Entering Unmasked Estep 
Score: -10087984.000000 Penalty: 2747.224121
	Iteration 0F: 2 clusters Score -1.008798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -10044640.000000 Penalty: 5494.448242
	Iteration 0F: 3 clusters Score -1.004464e+07 nChanged 30153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -10061474.000000 Penalty: 5494.448242
	Iteration 1F: 3 clusters Score -1.006147e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -10062049.000000 Penalty: 5494.448242
	Iteration 2Q: 3 clusters Score -1.006205e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -10062757.000000 Penalty: 5494.448242
	Iteration 3Q: 3 clusters Score -1.006276e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -10063606.000000 Penalty: 5494.448242
	Iteration 4Q: 3 clusters Score -1.006361e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -10064902.000000 Penalty: 5494.448242
	Iteration 5Q: 3 clusters Score -1.00649e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -10066810.000000 Penalty: 5494.448242
	Iteration 6F: 3 clusters Score -1.006681e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -10069532.000000 Penalty: 5494.448242
	Iteration 7F: 3 clusters Score -1.006953e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -10073150.000000 Penalty: 5494.448242
	Iteration 8F: 3 clusters Score -1.007315e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -10077020.000000 Penalty: 5494.448242
	Iteration 9F: 3 clusters Score -1.007702e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -10080341.000000 Penalty: 5494.448242
	Iteration 10F: 3 clusters Score -1.008034e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10082633.000000 Penalty: 5494.448242
	Iteration 11Q: 3 clusters Score -1.008263e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10083896.000000 Penalty: 5494.448242
	Iteration 12Q: 3 clusters Score -1.00839e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10084541.000000 Penalty: 5494.448242
	Iteration 13Q: 3 clusters Score -1.008454e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10084997.000000 Penalty: 5494.448242
	Iteration 14Q: 3 clusters Score -1.0085e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10085270.000000 Penalty: 5494.448242
	Iteration 15Q: 3 clusters Score -1.008527e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10085466.000000 Penalty: 5494.448242
	Iteration 16Q: 3 clusters Score -1.008547e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10085548.000000 Penalty: 5494.448242
	Iteration 17Q: 3 clusters Score -1.008555e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10085636.000000 Penalty: 5494.448242
	Iteration 18Q: 3 clusters Score -1.008564e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10085688.000000 Penalty: 5494.448242
	Iteration 19Q: 3 clusters Score -1.008569e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10085710.000000 Penalty: 5494.448242
	Iteration 20F: 3 clusters Score -1.008571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10085739.000000 Penalty: 5494.448242
	Iteration 21Q: 3 clusters Score -1.008574e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10085745.000000 Penalty: 5494.448242
	Iteration 22Q: 3 clusters Score -1.008574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10085776.000000 Penalty: 5494.448242
	Iteration 23Q: 3 clusters Score -1.008578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10085778.000000 Penalty: 5494.448242
	Iteration 24Q: 3 clusters Score -1.008578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10085789.000000 Penalty: 5494.448242
	Iteration 25Q: 3 clusters Score -1.008579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10085805.000000 Penalty: 5494.448242
	Iteration 26Q: 3 clusters Score -1.00858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10085834.000000 Penalty: 5494.448242
	Iteration 27Q: 3 clusters Score -1.008583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10085839.000000 Penalty: 5494.448242
	Iteration 28Q: 3 clusters Score -1.008584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10085830.000000 Penalty: 5494.448242
	Iteration 29Q: 3 clusters Score -1.008583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10085830.000000 Penalty: 5494.448242
	Iteration 30Q: 3 clusters Score -1.008583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10085842.000000 Penalty: 5494.448242
	Iteration 31Q: 3 clusters Score -1.008584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10085841.000000 Penalty: 5494.448242
	Iteration 32Q: 3 clusters Score -1.008584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10085843.000000 Penalty: 5494.448242
	Iteration 33Q: 3 clusters Score -1.008584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10085845.000000 Penalty: 5494.448242
	Iteration 34Q: 3 clusters Score -1.008584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10085848.000000 Penalty: 5494.448242
	Iteration 35Q: 3 clusters Score -1.008585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10085849.000000 Penalty: 5494.448242
	Iteration 36Q: 3 clusters Score -1.008585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10085855.000000 Penalty: 5494.448242
	Iteration 37Q: 3 clusters Score -1.008586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10085855.000000 Penalty: 5494.448242
	Iteration 38F: 3 clusters Score -1.008586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Entering Unmasked Estep 
Score: -15158126.000000 Penalty: 2850.210205
	Iteration 0F: 2 clusters Score -1.515813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -15094351.000000 Penalty: 5700.420410
	Iteration 0F: 3 clusters Score -1.509435e+07 nChanged 46236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -15120811.000000 Penalty: 5700.420410
	Iteration 1F: 3 clusters Score -1.512081e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -15121543.000000 Penalty: 5700.420410
	Iteration 2Q: 3 clusters Score -1.512154e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -15122508.000000 Penalty: 5700.420410
	Iteration 3Q: 3 clusters Score -1.512251e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -15123753.000000 Penalty: 5700.420410
	Iteration 4Q: 3 clusters Score -1.512375e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -15125953.000000 Penalty: 5700.420410
	Iteration 5Q: 3 clusters Score -1.512595e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -15129748.000000 Penalty: 5700.420410
	Iteration 6F: 3 clusters Score -1.512975e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -15135141.000000 Penalty: 5700.420410
	Iteration 7F: 3 clusters Score -1.513514e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -15141800.000000 Penalty: 5700.420410
	Iteration 8F: 3 clusters Score -1.51418e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -15147781.000000 Penalty: 5700.420410
	Iteration 9F: 3 clusters Score -1.514778e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -15151655.000000 Penalty: 5700.420410
	Iteration 10Q: 3 clusters Score -1.515166e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -15153519.000000 Penalty: 5700.420410
	Iteration 11Q: 3 clusters Score -1.515352e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -15154519.000000 Penalty: 5700.420410
	Iteration 12Q: 3 clusters Score -1.515452e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -15154930.000000 Penalty: 5700.420410
	Iteration 13Q: 3 clusters Score -1.515493e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -15155270.000000 Penalty: 5700.420410
	Iteration 14Q: 3 clusters Score -1.515527e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -15155452.000000 Penalty: 5700.420410
	Iteration 15Q: 3 clusters Score -1.515545e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -15155602.000000 Penalty: 5700.420410
	Iteration 16Q: 3 clusters Score -1.51556e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -15155785.000000 Penalty: 5700.420410
	Iteration 17Q: 3 clusters Score -1.515578e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -15155845.000000 Penalty: 5700.420410
	Iteration 18Q: 3 clusters Score -1.515584e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -15155885.000000 Penalty: 5700.420410
	Iteration 19Q: 3 clusters Score -1.515588e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15155881.000000 Penalty: 5700.420410
	Iteration 20F: 3 clusters Score -1.515588e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -15155904.000000 Penalty: 5700.420410
	Iteration 21Q: 3 clusters Score -1.51559e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -15155935.000000 Penalty: 5700.420410
	Iteration 22Q: 3 clusters Score -1.515594e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -15155972.000000 Penalty: 5700.420410
	Iteration 23Q: 3 clusters Score -1.515597e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15155966.000000 Penalty: 5700.420410
	Iteration 24Q: 3 clusters Score -1.515597e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -15155961.000000 Penalty: 5700.420410
	Iteration 25Q: 3 clusters Score -1.515596e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -15155960.000000 Penalty: 5700.420410
	Iteration 26Q: 3 clusters Score -1.515596e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15155968.000000 Penalty: 5700.420410
	Iteration 27Q: 3 clusters Score -1.515597e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15155955.000000 Penalty: 5700.420410
	Iteration 28Q: 3 clusters Score -1.515596e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15155951.000000 Penalty: 5700.420410
	Iteration 29Q: 3 clusters Score -1.515595e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15155950.000000 Penalty: 5700.420410
	Iteration 30Q: 3 clusters Score -1.515595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15155963.000000 Penalty: 5700.420410
	Iteration 31Q: 3 clusters Score -1.515596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15155957.000000 Penalty: 5700.420410
	Iteration 32Q: 3 clusters Score -1.515596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15155965.000000 Penalty: 5700.420410
	Iteration 33Q: 3 clusters Score -1.515596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15155941.000000 Penalty: 5700.420410
	Iteration 34Q: 3 clusters Score -1.515594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15155958.000000 Penalty: 5700.420410
	Iteration 35Q: 3 clusters Score -1.515596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15155952.000000 Penalty: 5700.420410
	Iteration 36Q: 3 clusters Score -1.515595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15155969.000000 Penalty: 5700.420410
	Iteration 37Q: 3 clusters Score -1.515597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15155955.000000 Penalty: 5700.420410
	Iteration 38Q: 3 clusters Score -1.515596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15155979.000000 Penalty: 5700.420410
	Iteration 39Q: 3 clusters Score -1.515598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15155968.000000 Penalty: 5700.420410
	Iteration 40F: 3 clusters Score -1.515597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15155951.000000 Penalty: 5700.420410
	Iteration 41Q: 3 clusters Score -1.515595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15155960.000000 Penalty: 5700.420410
	Iteration 42Q: 3 clusters Score -1.515596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -15155967.000000 Penalty: 5700.420410
	Iteration 43Q: 3 clusters Score -1.515597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15155969.000000 Penalty: 5700.420410
	Iteration 44Q: 3 clusters Score -1.515597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15155987.000000 Penalty: 5700.420410
	Iteration 45Q: 3 clusters Score -1.515599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15155985.000000 Penalty: 5700.420410
	Iteration 46Q: 3 clusters Score -1.515598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15155986.000000 Penalty: 5700.420410
	Iteration 47Q: 3 clusters Score -1.515599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15155999.000000 Penalty: 5700.420410
	Iteration 48Q: 3 clusters Score -1.5156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -15156013.000000 Penalty: 5700.420410
	Iteration 49Q: 3 clusters Score -1.515601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15156026.000000 Penalty: 5700.420410
	Iteration 50Q: 3 clusters Score -1.515603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15156015.000000 Penalty: 5700.420410
	Iteration 51Q: 3 clusters Score -1.515602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15156014.000000 Penalty: 5700.420410
	Iteration 52Q: 3 clusters Score -1.515601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15156007.000000 Penalty: 5700.420410
	Iteration 53Q: 3 clusters Score -1.515601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15155999.000000 Penalty: 5700.420410
	Iteration 54Q: 3 clusters Score -1.5156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15156007.000000 Penalty: 5700.420410
	Iteration 55Q: 3 clusters Score -1.515601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15156007.000000 Penalty: 5700.420410
	Iteration 56Q: 3 clusters Score -1.515601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15156020.000000 Penalty: 5700.420410
	Iteration 57Q: 3 clusters Score -1.515602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15156023.000000 Penalty: 5700.420410
	Iteration 58Q: 3 clusters Score -1.515602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15156017.000000 Penalty: 5700.420410
	Iteration 59Q: 3 clusters Score -1.515602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15156024.000000 Penalty: 5700.420410
	Iteration 60F: 3 clusters Score -1.515602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15156020.000000 Penalty: 5700.420410
	Iteration 61Q: 3 clusters Score -1.515602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15156019.000000 Penalty: 5700.420410
	Iteration 62Q: 3 clusters Score -1.515602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15156023.000000 Penalty: 5700.420410
	Iteration 63Q: 3 clusters Score -1.515602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15156025.000000 Penalty: 5700.420410
	Iteration 64Q: 3 clusters Score -1.515602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15156028.000000 Penalty: 5700.420410
	Iteration 65Q: 3 clusters Score -1.515603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15156019.000000 Penalty: 5700.420410
	Iteration 66Q: 3 clusters Score -1.515602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15156019.000000 Penalty: 5700.420410
	Iteration 67F: 3 clusters Score -1.515602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -346703.156250 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -346703.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -343820.500000 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -343820.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -344397.437500 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -344397.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -344556.281250 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -344556.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -344633.343750 Penalty: 3873.331055
	Iteration 3Q: 3 clusters Score -344633.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344683.656250 Penalty: 3873.331055
	Iteration 4Q: 3 clusters Score -344683.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344724.406250 Penalty: 3873.331055
	Iteration 5Q: 3 clusters Score -344724.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -344765.750000 Penalty: 3873.331055
	Iteration 6Q: 3 clusters Score -344765.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344808.031250 Penalty: 3873.331055
	Iteration 7Q: 3 clusters Score -344808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344840.343750 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -344840.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -344876.531250 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -344876.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344919.750000 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -344919.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -344966.781250 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -344966.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -345022.812500 Penalty: 3873.331055
	Iteration 12Q: 3 clusters Score -345022.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -345080.562500 Penalty: 3873.331055
	Iteration 13Q: 3 clusters Score -345080.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345124.687500 Penalty: 3873.331055
	Iteration 14Q: 3 clusters Score -345124.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -345180.187500 Penalty: 3873.331055
	Iteration 15Q: 3 clusters Score -345180.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -345207.031250 Penalty: 3873.331055
	Iteration 16Q: 3 clusters Score -345207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -345235.281250 Penalty: 3873.331055
	Iteration 17Q: 3 clusters Score -345235.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -345259.406250 Penalty: 3873.331055
	Iteration 18Q: 3 clusters Score -345259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345279.656250 Penalty: 3873.331055
	Iteration 19Q: 3 clusters Score -345279.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -345299.187500 Penalty: 3873.331055
	Iteration 20F: 3 clusters Score -345299.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345324.062500 Penalty: 3873.331055
	Iteration 21Q: 3 clusters Score -345324.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -345346.562500 Penalty: 3873.331055
	Iteration 22Q: 3 clusters Score -345346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -345366.437500 Penalty: 3873.331055
	Iteration 23Q: 3 clusters Score -345366.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345382.656250 Penalty: 3873.331055
	Iteration 24Q: 3 clusters Score -345382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -345396.718750 Penalty: 3873.331055
	Iteration 25Q: 3 clusters Score -345396.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -345408.625000 Penalty: 3873.331055
	Iteration 26Q: 3 clusters Score -345408.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -345423.312500 Penalty: 3873.331055
	Iteration 27Q: 3 clusters Score -345423.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345435.468750 Penalty: 3873.331055
	Iteration 28Q: 3 clusters Score -345435.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345447.750000 Penalty: 3873.331055
	Iteration 29Q: 3 clusters Score -345447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -345453.062500 Penalty: 3873.331055
	Iteration 30Q: 3 clusters Score -345453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -345457.687500 Penalty: 3873.331055
	Iteration 31Q: 3 clusters Score -345457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -345462.500000 Penalty: 3873.331055
	Iteration 32Q: 3 clusters Score -345462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -345467.656250 Penalty: 3873.331055
	Iteration 33Q: 3 clusters Score -345467.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345472.843750 Penalty: 3873.331055
	Iteration 34Q: 3 clusters Score -345472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345478.937500 Penalty: 3873.331055
	Iteration 35Q: 3 clusters Score -345478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -345484.937500 Penalty: 3873.331055
	Iteration 36Q: 3 clusters Score -345484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -345489.000000 Penalty: 3873.331055
	Iteration 37Q: 3 clusters Score -345489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -345491.687500 Penalty: 3873.331055
	Iteration 38Q: 3 clusters Score -345491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -345493.000000 Penalty: 3873.331055
	Iteration 39Q: 3 clusters Score -345493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -345493.593750 Penalty: 3873.331055
	Iteration 40F: 3 clusters Score -345493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -345493.625000 Penalty: 3873.331055
	Iteration 41Q: 3 clusters Score -345493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -345493.625000 Penalty: 3873.331055
	Iteration 42F: 3 clusters Score -345493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (117092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Entering Unmasked Estep 
Score: -18017864.000000 Penalty: 2894.337402
	Iteration 0F: 2 clusters Score -1.801786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -17942790.000000 Penalty: 5788.674805
	Iteration 0F: 3 clusters Score -1.794279e+07 nChanged 55694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -17974864.000000 Penalty: 5788.674805
	Iteration 1F: 3 clusters Score -1.797486e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -17975526.000000 Penalty: 5788.674805
	Iteration 2Q: 3 clusters Score -1.797553e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -17976306.000000 Penalty: 5788.674805
	Iteration 3Q: 3 clusters Score -1.797631e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -17977146.000000 Penalty: 5788.674805
	Iteration 4Q: 3 clusters Score -1.797715e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -17977982.000000 Penalty: 5788.674805
	Iteration 5Q: 3 clusters Score -1.797798e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -17979112.000000 Penalty: 5788.674805
	Iteration 6Q: 3 clusters Score -1.797911e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -17980832.000000 Penalty: 5788.674805
	Iteration 7Q: 3 clusters Score -1.798083e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -17982974.000000 Penalty: 5788.674805
	Iteration 8Q: 3 clusters Score -1.798297e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -17985712.000000 Penalty: 5788.674805
	Iteration 9Q: 3 clusters Score -1.798571e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -17989158.000000 Penalty: 5788.674805
	Iteration 10F: 3 clusters Score -1.798916e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -17992810.000000 Penalty: 5788.674805
	Iteration 11F: 3 clusters Score -1.799281e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -17996414.000000 Penalty: 5788.674805
	Iteration 12F: 3 clusters Score -1.799641e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -17999326.000000 Penalty: 5788.674805
	Iteration 13Q: 3 clusters Score -1.799933e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -18001210.000000 Penalty: 5788.674805
	Iteration 14Q: 3 clusters Score -1.800121e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -18002150.000000 Penalty: 5788.674805
	Iteration 15Q: 3 clusters Score -1.800215e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -18002576.000000 Penalty: 5788.674805
	Iteration 16Q: 3 clusters Score -1.800258e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -18002856.000000 Penalty: 5788.674805
	Iteration 17Q: 3 clusters Score -1.800286e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -18003128.000000 Penalty: 5788.674805
	Iteration 18Q: 3 clusters Score -1.800313e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -18003418.000000 Penalty: 5788.674805
	Iteration 19Q: 3 clusters Score -1.800342e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -18003748.000000 Penalty: 5788.674805
	Iteration 20F: 3 clusters Score -1.800375e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -18003996.000000 Penalty: 5788.674805
	Iteration 21Q: 3 clusters Score -1.8004e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -18004190.000000 Penalty: 5788.674805
	Iteration 22Q: 3 clusters Score -1.800419e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -18004432.000000 Penalty: 5788.674805
	Iteration 23Q: 3 clusters Score -1.800443e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -18004642.000000 Penalty: 5788.674805
	Iteration 24Q: 3 clusters Score -1.800464e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -18004872.000000 Penalty: 5788.674805
	Iteration 25Q: 3 clusters Score -1.800487e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -18005112.000000 Penalty: 5788.674805
	Iteration 26Q: 3 clusters Score -1.800511e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -18005374.000000 Penalty: 5788.674805
	Iteration 27Q: 3 clusters Score -1.800537e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -18005724.000000 Penalty: 5788.674805
	Iteration 28Q: 3 clusters Score -1.800572e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -18006042.000000 Penalty: 5788.674805
	Iteration 29Q: 3 clusters Score -1.800604e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -18006412.000000 Penalty: 5788.674805
	Iteration 30Q: 3 clusters Score -1.800641e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -18006862.000000 Penalty: 5788.674805
	Iteration 31Q: 3 clusters Score -1.800686e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -18007222.000000 Penalty: 5788.674805
	Iteration 32Q: 3 clusters Score -1.800722e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -18007634.000000 Penalty: 5788.674805
	Iteration 33Q: 3 clusters Score -1.800763e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -18008114.000000 Penalty: 5788.674805
	Iteration 34Q: 3 clusters Score -1.800811e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -18008566.000000 Penalty: 5788.674805
	Iteration 35Q: 3 clusters Score -1.800857e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -18009190.000000 Penalty: 5788.674805
	Iteration 36Q: 3 clusters Score -1.800919e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -18009850.000000 Penalty: 5788.674805
	Iteration 37Q: 3 clusters Score -1.800985e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -18010584.000000 Penalty: 5788.674805
	Iteration 38Q: 3 clusters Score -1.801058e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -18011276.000000 Penalty: 5788.674805
	Iteration 39Q: 3 clusters Score -1.801128e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -18012012.000000 Penalty: 5788.674805
	Iteration 40F: 3 clusters Score -1.801201e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -18012722.000000 Penalty: 5788.674805
	Iteration 41Q: 3 clusters Score -1.801272e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -18013382.000000 Penalty: 5788.674805
	Iteration 42Q: 3 clusters Score -1.801338e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -18013916.000000 Penalty: 5788.674805
	Iteration 43Q: 3 clusters Score -1.801392e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -18014388.000000 Penalty: 5788.674805
	Iteration 44Q: 3 clusters Score -1.801439e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -18014912.000000 Penalty: 5788.674805
	Iteration 45Q: 3 clusters Score -1.801491e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -18015372.000000 Penalty: 5788.674805
	Iteration 46Q: 3 clusters Score -1.801537e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -18015764.000000 Penalty: 5788.674805
	Iteration 47Q: 3 clusters Score -1.801576e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -18016016.000000 Penalty: 5788.674805
	Iteration 48Q: 3 clusters Score -1.801602e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -18016120.000000 Penalty: 5788.674805
	Iteration 49Q: 3 clusters Score -1.801612e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -18016250.000000 Penalty: 5788.674805
	Iteration 50Q: 3 clusters Score -1.801625e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -18016352.000000 Penalty: 5788.674805
	Iteration 51Q: 3 clusters Score -1.801635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -18016450.000000 Penalty: 5788.674805
	Iteration 52Q: 3 clusters Score -1.801645e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -18016494.000000 Penalty: 5788.674805
	Iteration 53Q: 3 clusters Score -1.801649e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -18016494.000000 Penalty: 5788.674805
	Iteration 54Q: 3 clusters Score -1.801649e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -18016532.000000 Penalty: 5788.674805
	Iteration 55Q: 3 clusters Score -1.801653e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -18016572.000000 Penalty: 5788.674805
	Iteration 56Q: 3 clusters Score -1.801657e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -18016608.000000 Penalty: 5788.674805
	Iteration 57Q: 3 clusters Score -1.801661e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -18016586.000000 Penalty: 5788.674805
	Iteration 58Q: 3 clusters Score -1.801659e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -18016588.000000 Penalty: 5788.674805
	Iteration 59Q: 3 clusters Score -1.801659e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -18016574.000000 Penalty: 5788.674805
	Iteration 60F: 3 clusters Score -1.801657e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -18016578.000000 Penalty: 5788.674805
	Iteration 61Q: 3 clusters Score -1.801658e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -18016562.000000 Penalty: 5788.674805
	Iteration 62Q: 3 clusters Score -1.801656e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -18016586.000000 Penalty: 5788.674805
	Iteration 63Q: 3 clusters Score -1.801659e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -18016582.000000 Penalty: 5788.674805
	Iteration 64Q: 3 clusters Score -1.801658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -18016580.000000 Penalty: 5788.674805
	Iteration 65Q: 3 clusters Score -1.801658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -18016594.000000 Penalty: 5788.674805
	Iteration 66Q: 3 clusters Score -1.801659e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 111815 members 
Entering Unmasked Estep 
Score: -18016554.000000 Penalty: 5788.674805
	Iteration 67Q: 3 clusters Score -1.801655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
Score: -18016588.000000 Penalty: 5788.674805
	Iteration 68Q: 3 clusters Score -1.801659e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -18016548.000000 Penalty: 5788.674805
	Iteration 69Q: 3 clusters Score -1.801655e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -18016532.000000 Penalty: 5788.674805
	Iteration 70Q: 3 clusters Score -1.801653e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 112130 members 
Entering Unmasked Estep 
Score: -18016546.000000 Penalty: 5788.674805
	Iteration 71Q: 3 clusters Score -1.801655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -18016538.000000 Penalty: 5788.674805
	Iteration 72Q: 3 clusters Score -1.801654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 112251 members 
Entering Unmasked Estep 
Score: -18016530.000000 Penalty: 5788.674805
	Iteration 73Q: 3 clusters Score -1.801653e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -18016554.000000 Penalty: 5788.674805
	Iteration 74Q: 3 clusters Score -1.801655e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -18016562.000000 Penalty: 5788.674805
	Iteration 75Q: 3 clusters Score -1.801656e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -18016550.000000 Penalty: 5788.674805
	Iteration 76Q: 3 clusters Score -1.801655e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -18016540.000000 Penalty: 5788.674805
	Iteration 77Q: 3 clusters Score -1.801654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -18016520.000000 Penalty: 5788.674805
	Iteration 78Q: 3 clusters Score -1.801652e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -18016498.000000 Penalty: 5788.674805
	Iteration 79Q: 3 clusters Score -1.80165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -18016550.000000 Penalty: 5788.674805
	Iteration 80F: 3 clusters Score -1.801655e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -18016550.000000 Penalty: 5788.674805
	Iteration 81Q: 3 clusters Score -1.801655e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -18016556.000000 Penalty: 5788.674805
	Iteration 82Q: 3 clusters Score -1.801656e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -18016552.000000 Penalty: 5788.674805
	Iteration 83Q: 3 clusters Score -1.801655e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -18016548.000000 Penalty: 5788.674805
	Iteration 84Q: 3 clusters Score -1.801655e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -18016548.000000 Penalty: 5788.674805
	Iteration 85Q: 3 clusters Score -1.801655e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -18016576.000000 Penalty: 5788.674805
	Iteration 86Q: 3 clusters Score -1.801658e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -18016584.000000 Penalty: 5788.674805
	Iteration 87Q: 3 clusters Score -1.801658e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -18016600.000000 Penalty: 5788.674805
	Iteration 88Q: 3 clusters Score -1.80166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -18016604.000000 Penalty: 5788.674805
	Iteration 89Q: 3 clusters Score -1.80166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -18016590.000000 Penalty: 5788.674805
	Iteration 90Q: 3 clusters Score -1.801659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -18016602.000000 Penalty: 5788.674805
	Iteration 91Q: 3 clusters Score -1.80166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -18016606.000000 Penalty: 5788.674805
	Iteration 92Q: 3 clusters Score -1.801661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -18016580.000000 Penalty: 5788.674805
	Iteration 93Q: 3 clusters Score -1.801658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -18016602.000000 Penalty: 5788.674805
	Iteration 94Q: 3 clusters Score -1.80166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -18016586.000000 Penalty: 5788.674805
	Iteration 95Q: 3 clusters Score -1.801659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -18016600.000000 Penalty: 5788.674805
	Iteration 96Q: 3 clusters Score -1.80166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -18016626.000000 Penalty: 5788.674805
	Iteration 97Q: 3 clusters Score -1.801663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 113309 members 
Entering Unmasked Estep 
Score: -18016628.000000 Penalty: 5788.674805
	Iteration 98Q: 3 clusters Score -1.801663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -18016612.000000 Penalty: 5788.674805
	Iteration 99Q: 3 clusters Score -1.801661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -18016624.000000 Penalty: 5788.674805
	Iteration 100F: 3 clusters Score -1.801662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -18016624.000000 Penalty: 5788.674805
	Iteration 101Q: 3 clusters Score -1.801662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -18016620.000000 Penalty: 5788.674805
	Iteration 102Q: 3 clusters Score -1.801662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -18016624.000000 Penalty: 5788.674805
	Iteration 103Q: 3 clusters Score -1.801662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -18016624.000000 Penalty: 5788.674805
	Iteration 104Q: 3 clusters Score -1.801662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -18016608.000000 Penalty: 5788.674805
	Iteration 105Q: 3 clusters Score -1.801661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -18016612.000000 Penalty: 5788.674805
	Iteration 106Q: 3 clusters Score -1.801661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -18016640.000000 Penalty: 5788.674805
	Iteration 107Q: 3 clusters Score -1.801664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 113414 members 
Entering Unmasked Estep 
Score: -18016628.000000 Penalty: 5788.674805
	Iteration 108Q: 3 clusters Score -1.801663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -18016636.000000 Penalty: 5788.674805
	Iteration 109Q: 3 clusters Score -1.801664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -18016642.000000 Penalty: 5788.674805
	Iteration 110Q: 3 clusters Score -1.801664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -18016638.000000 Penalty: 5788.674805
	Iteration 111Q: 3 clusters Score -1.801664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -18016662.000000 Penalty: 5788.674805
	Iteration 112Q: 3 clusters Score -1.801666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -18016664.000000 Penalty: 5788.674805
	Iteration 113Q: 3 clusters Score -1.801666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -18016638.000000 Penalty: 5788.674805
	Iteration 114Q: 3 clusters Score -1.801664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -18016636.000000 Penalty: 5788.674805
	Iteration 115Q: 3 clusters Score -1.801664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 113512 members 
Entering Unmasked Estep 
Score: -18016644.000000 Penalty: 5788.674805
	Iteration 116Q: 3 clusters Score -1.801664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -18016632.000000 Penalty: 5788.674805
	Iteration 117Q: 3 clusters Score -1.801663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -18016620.000000 Penalty: 5788.674805
	Iteration 118Q: 3 clusters Score -1.801662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -18016616.000000 Penalty: 5788.674805
	Iteration 119Q: 3 clusters Score -1.801662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -18016614.000000 Penalty: 5788.674805
	Iteration 120F: 3 clusters Score -1.801661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -18016616.000000 Penalty: 5788.674805
	Iteration 121Q: 3 clusters Score -1.801662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -18016626.000000 Penalty: 5788.674805
	Iteration 122Q: 3 clusters Score -1.801663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -18016618.000000 Penalty: 5788.674805
	Iteration 123Q: 3 clusters Score -1.801662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -18016622.000000 Penalty: 5788.674805
	Iteration 124Q: 3 clusters Score -1.801662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 113556 members 
Entering Unmasked Estep 
Score: -18016618.000000 Penalty: 5788.674805
	Iteration 125Q: 3 clusters Score -1.801662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -18016626.000000 Penalty: 5788.674805
	Iteration 126Q: 3 clusters Score -1.801663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -18016638.000000 Penalty: 5788.674805
	Iteration 127Q: 3 clusters Score -1.801664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -18016618.000000 Penalty: 5788.674805
	Iteration 128Q: 3 clusters Score -1.801662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -18016642.000000 Penalty: 5788.674805
	Iteration 129Q: 3 clusters Score -1.801664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -18016634.000000 Penalty: 5788.674805
	Iteration 130Q: 3 clusters Score -1.801663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -18016632.000000 Penalty: 5788.674805
	Iteration 131Q: 3 clusters Score -1.801663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -18016632.000000 Penalty: 5788.674805
	Iteration 132F: 3 clusters Score -1.801663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Entering Unmasked Estep 
Score: -2855121.250000 Penalty: 2434.346191
	Iteration 0F: 2 clusters Score -2855121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2842114.000000 Penalty: 4868.692383
	Iteration 0F: 3 clusters Score -2842114 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2846411.250000 Penalty: 4868.692383
	Iteration 1F: 3 clusters Score -2846411 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2846758.250000 Penalty: 4868.692383
	Iteration 2F: 3 clusters Score -2846758 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2847029.750000 Penalty: 4868.692383
	Iteration 3Q: 3 clusters Score -2847030 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2847259.250000 Penalty: 4868.692383
	Iteration 4Q: 3 clusters Score -2847259 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2847468.750000 Penalty: 4868.692383
	Iteration 5Q: 3 clusters Score -2847469 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2847680.250000 Penalty: 4868.692383
	Iteration 6Q: 3 clusters Score -2847680 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2847886.500000 Penalty: 4868.692383
	Iteration 7Q: 3 clusters Score -2847886 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2848155.750000 Penalty: 4868.692383
	Iteration 8Q: 3 clusters Score -2848156 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2848486.500000 Penalty: 4868.692383
	Iteration 9Q: 3 clusters Score -2848486 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2848831.250000 Penalty: 4868.692383
	Iteration 10Q: 3 clusters Score -2848831 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2849295.250000 Penalty: 4868.692383
	Iteration 11Q: 3 clusters Score -2849295 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2849889.750000 Penalty: 4868.692383
	Iteration 12Q: 3 clusters Score -2849890 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2850544.250000 Penalty: 4868.692383
	Iteration 13Q: 3 clusters Score -2850544 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2851112.750000 Penalty: 4868.692383
	Iteration 14Q: 3 clusters Score -2851113 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2851474.500000 Penalty: 4868.692383
	Iteration 15Q: 3 clusters Score -2851474 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2851696.000000 Penalty: 4868.692383
	Iteration 16Q: 3 clusters Score -2851696 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2851840.750000 Penalty: 4868.692383
	Iteration 17Q: 3 clusters Score -2851841 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2851959.000000 Penalty: 4868.692383
	Iteration 18Q: 3 clusters Score -2851959 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2852061.250000 Penalty: 4868.692383
	Iteration 19Q: 3 clusters Score -2852061 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2852119.750000 Penalty: 4868.692383
	Iteration 20F: 3 clusters Score -2852120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2852164.250000 Penalty: 4868.692383
	Iteration 21Q: 3 clusters Score -2852164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2852209.250000 Penalty: 4868.692383
	Iteration 22Q: 3 clusters Score -2852209 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2852253.000000 Penalty: 4868.692383
	Iteration 23Q: 3 clusters Score -2852253 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2852286.500000 Penalty: 4868.692383
	Iteration 24Q: 3 clusters Score -2852286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2852320.250000 Penalty: 4868.692383
	Iteration 25Q: 3 clusters Score -2852320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2852354.000000 Penalty: 4868.692383
	Iteration 26Q: 3 clusters Score -2852354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2852378.000000 Penalty: 4868.692383
	Iteration 27Q: 3 clusters Score -2852378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2852397.500000 Penalty: 4868.692383
	Iteration 28Q: 3 clusters Score -2852398 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2852432.250000 Penalty: 4868.692383
	Iteration 29Q: 3 clusters Score -2852432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2852458.500000 Penalty: 4868.692383
	Iteration 30Q: 3 clusters Score -2852458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2852485.250000 Penalty: 4868.692383
	Iteration 31Q: 3 clusters Score -2852485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2852504.750000 Penalty: 4868.692383
	Iteration 32Q: 3 clusters Score -2852505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2852536.000000 Penalty: 4868.692383
	Iteration 33Q: 3 clusters Score -2852536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2852550.750000 Penalty: 4868.692383
	Iteration 34Q: 3 clusters Score -2852551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2852561.000000 Penalty: 4868.692383
	Iteration 35Q: 3 clusters Score -2852561 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2852581.750000 Penalty: 4868.692383
	Iteration 36Q: 3 clusters Score -2852582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2852595.750000 Penalty: 4868.692383
	Iteration 37Q: 3 clusters Score -2852596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2852607.500000 Penalty: 4868.692383
	Iteration 38Q: 3 clusters Score -2852608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2852627.500000 Penalty: 4868.692383
	Iteration 39Q: 3 clusters Score -2852628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2852630.500000 Penalty: 4868.692383
	Iteration 40F: 3 clusters Score -2852630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2852646.250000 Penalty: 4868.692383
	Iteration 41Q: 3 clusters Score -2852646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2852655.500000 Penalty: 4868.692383
	Iteration 42Q: 3 clusters Score -2852656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2852675.500000 Penalty: 4868.692383
	Iteration 43Q: 3 clusters Score -2852676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2852682.750000 Penalty: 4868.692383
	Iteration 44Q: 3 clusters Score -2852683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2852700.250000 Penalty: 4868.692383
	Iteration 45Q: 3 clusters Score -2852700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2852720.750000 Penalty: 4868.692383
	Iteration 46Q: 3 clusters Score -2852721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2852731.000000 Penalty: 4868.692383
	Iteration 47Q: 3 clusters Score -2852731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2852744.500000 Penalty: 4868.692383
	Iteration 48Q: 3 clusters Score -2852744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2852771.000000 Penalty: 4868.692383
	Iteration 49Q: 3 clusters Score -2852771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2852775.750000 Penalty: 4868.692383
	Iteration 50Q: 3 clusters Score -2852776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2852796.500000 Penalty: 4868.692383
	Iteration 51Q: 3 clusters Score -2852796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2852803.750000 Penalty: 4868.692383
	Iteration 52Q: 3 clusters Score -2852804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2852816.500000 Penalty: 4868.692383
	Iteration 53Q: 3 clusters Score -2852816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2852828.250000 Penalty: 4868.692383
	Iteration 54Q: 3 clusters Score -2852828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2852824.500000 Penalty: 4868.692383
	Iteration 55Q: 3 clusters Score -2852824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2852841.000000 Penalty: 4868.692383
	Iteration 56Q: 3 clusters Score -2852841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2852853.250000 Penalty: 4868.692383
	Iteration 57Q: 3 clusters Score -2852853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2852868.000000 Penalty: 4868.692383
	Iteration 58Q: 3 clusters Score -2852868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2852878.250000 Penalty: 4868.692383
	Iteration 59Q: 3 clusters Score -2852878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2852898.250000 Penalty: 4868.692383
	Iteration 60F: 3 clusters Score -2852898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2852911.500000 Penalty: 4868.692383
	Iteration 61Q: 3 clusters Score -2852912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2852920.000000 Penalty: 4868.692383
	Iteration 62Q: 3 clusters Score -2852920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2852932.750000 Penalty: 4868.692383
	Iteration 63Q: 3 clusters Score -2852933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2852945.250000 Penalty: 4868.692383
	Iteration 64Q: 3 clusters Score -2852945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2852946.250000 Penalty: 4868.692383
	Iteration 65Q: 3 clusters Score -2852946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2852949.000000 Penalty: 4868.692383
	Iteration 66Q: 3 clusters Score -2852949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2852957.000000 Penalty: 4868.692383
	Iteration 67Q: 3 clusters Score -2852957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2852957.250000 Penalty: 4868.692383
	Iteration 68Q: 3 clusters Score -2852957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2852963.000000 Penalty: 4868.692383
	Iteration 69Q: 3 clusters Score -2852963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2852974.250000 Penalty: 4868.692383
	Iteration 70Q: 3 clusters Score -2852974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2852969.500000 Penalty: 4868.692383
	Iteration 71Q: 3 clusters Score -2852970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2852973.250000 Penalty: 4868.692383
	Iteration 72Q: 3 clusters Score -2852973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2852974.500000 Penalty: 4868.692383
	Iteration 73Q: 3 clusters Score -2852974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2852978.250000 Penalty: 4868.692383
	Iteration 74Q: 3 clusters Score -2852978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2852983.500000 Penalty: 4868.692383
	Iteration 75Q: 3 clusters Score -2852984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2852983.500000 Penalty: 4868.692383
	Iteration 76Q: 3 clusters Score -2852984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2852985.250000 Penalty: 4868.692383
	Iteration 77Q: 3 clusters Score -2852985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2852989.500000 Penalty: 4868.692383
	Iteration 78Q: 3 clusters Score -2852990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2852990.000000 Penalty: 4868.692383
	Iteration 79Q: 3 clusters Score -2852990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2852991.250000 Penalty: 4868.692383
	Iteration 80F: 3 clusters Score -2852991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2852995.250000 Penalty: 4868.692383
	Iteration 81Q: 3 clusters Score -2852995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2852995.250000 Penalty: 4868.692383
	Iteration 82Q: 3 clusters Score -2852995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2852999.250000 Penalty: 4868.692383
	Iteration 83Q: 3 clusters Score -2852999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2852995.500000 Penalty: 4868.692383
	Iteration 84Q: 3 clusters Score -2852996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2852993.500000 Penalty: 4868.692383
	Iteration 85Q: 3 clusters Score -2852994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2852991.750000 Penalty: 4868.692383
	Iteration 86Q: 3 clusters Score -2852992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2852991.750000 Penalty: 4868.692383
	Iteration 87F: 3 clusters Score -2852992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -753821.250000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -753821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -749306.562500 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -749306.6 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -750477.375000 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -750477.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -750804.812500 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -750804.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -751043.000000 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -751043 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -751273.562500 Penalty: 4236.194336
	Iteration 4F: 3 clusters Score -751273.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -751558.375000 Penalty: 4236.194336
	Iteration 5F: 3 clusters Score -751558.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -751839.875000 Penalty: 4236.194336
	Iteration 6F: 3 clusters Score -751839.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -752080.937500 Penalty: 4236.194336
	Iteration 7F: 3 clusters Score -752080.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -752260.500000 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -752260.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -752366.062500 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -752366.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -752425.937500 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -752425.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -752454.937500 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -752454.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -752477.000000 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -752477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -752495.062500 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -752495.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -752509.562500 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -752509.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -752512.062500 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -752512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -752515.187500 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -752515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -752519.687500 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -752519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -752522.125000 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -752522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -752523.812500 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -752523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -752522.562500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -752522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -752523.750000 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -752523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -752524.937500 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -752524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -752526.250000 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -752526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -752527.062500 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -752527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -752527.062500 Penalty: 4236.194336
	Iteration 25F: 3 clusters Score -752527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -2146255.500000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -2146256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2135886.250000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -2135886 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2139073.500000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -2139074 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2139404.750000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -2139405 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2139673.250000 Penalty: 4745.249512
	Iteration 3Q: 3 clusters Score -2139673 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2139940.750000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -2139941 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2140167.500000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -2140168 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2140418.750000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -2140419 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2140684.500000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -2140684 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2141012.250000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -2141012 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2141380.000000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -2141380 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2141832.750000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -2141833 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2142281.250000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -2142281 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2142676.750000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -2142677 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2142969.250000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -2142969 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2143160.500000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -2143160 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2143321.250000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -2143321 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2143437.000000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -2143437 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2143531.500000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -2143532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2143585.500000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -2143586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2143635.500000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -2143636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2143669.250000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -2143669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2143718.750000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -2143719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2143752.750000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -2143753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2143788.500000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -2143788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2143818.250000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -2143818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2143851.750000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -2143852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2143880.250000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -2143880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2143902.250000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -2143902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2143924.750000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -2143925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2143942.500000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -2143942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2143959.500000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -2143960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2143981.750000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -2143982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2143996.250000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -2143996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2144002.000000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -2144002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2144016.250000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -2144016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2144027.250000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -2144027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2144030.000000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -2144030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2144035.250000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -2144035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2144039.000000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -2144039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2144044.500000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -2144044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2144054.000000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -2144054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2144061.500000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -2144062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2144065.250000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -2144065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2144077.500000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -2144078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2144085.750000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -2144086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2144094.000000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -2144094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2144101.250000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -2144101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2144105.250000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -2144105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2144110.250000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -2144110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2144120.000000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -2144120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2144130.250000 Penalty: 4745.249512
	Iteration 50Q: 3 clusters Score -2144130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2144136.250000 Penalty: 4745.249512
	Iteration 51Q: 3 clusters Score -2144136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2144136.750000 Penalty: 4745.249512
	Iteration 52Q: 3 clusters Score -2144137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2144150.250000 Penalty: 4745.249512
	Iteration 53Q: 3 clusters Score -2144150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2144155.500000 Penalty: 4745.249512
	Iteration 54Q: 3 clusters Score -2144156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2144154.000000 Penalty: 4745.249512
	Iteration 55Q: 3 clusters Score -2144154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2144158.500000 Penalty: 4745.249512
	Iteration 56Q: 3 clusters Score -2144158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2144163.250000 Penalty: 4745.249512
	Iteration 57Q: 3 clusters Score -2144163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2144167.250000 Penalty: 4745.249512
	Iteration 58Q: 3 clusters Score -2144167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2144184.750000 Penalty: 4745.249512
	Iteration 59Q: 3 clusters Score -2144185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2144194.250000 Penalty: 4745.249512
	Iteration 60F: 3 clusters Score -2144194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2144201.250000 Penalty: 4745.249512
	Iteration 61Q: 3 clusters Score -2144201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2144205.000000 Penalty: 4745.249512
	Iteration 62Q: 3 clusters Score -2144205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2144213.750000 Penalty: 4745.249512
	Iteration 63Q: 3 clusters Score -2144214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2144218.750000 Penalty: 4745.249512
	Iteration 64Q: 3 clusters Score -2144219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2144222.500000 Penalty: 4745.249512
	Iteration 65Q: 3 clusters Score -2144222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2144227.000000 Penalty: 4745.249512
	Iteration 66Q: 3 clusters Score -2144227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2144233.750000 Penalty: 4745.249512
	Iteration 67Q: 3 clusters Score -2144234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2144236.250000 Penalty: 4745.249512
	Iteration 68Q: 3 clusters Score -2144236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2144239.750000 Penalty: 4745.249512
	Iteration 69Q: 3 clusters Score -2144240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2144246.750000 Penalty: 4745.249512
	Iteration 70Q: 3 clusters Score -2144247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2144246.000000 Penalty: 4745.249512
	Iteration 71Q: 3 clusters Score -2144246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2144246.250000 Penalty: 4745.249512
	Iteration 72Q: 3 clusters Score -2144246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2144247.000000 Penalty: 4745.249512
	Iteration 73Q: 3 clusters Score -2144247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2144251.500000 Penalty: 4745.249512
	Iteration 74Q: 3 clusters Score -2144252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2144255.250000 Penalty: 4745.249512
	Iteration 75Q: 3 clusters Score -2144255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2144257.500000 Penalty: 4745.249512
	Iteration 76Q: 3 clusters Score -2144258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2144261.500000 Penalty: 4745.249512
	Iteration 77Q: 3 clusters Score -2144262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2144272.250000 Penalty: 4745.249512
	Iteration 78Q: 3 clusters Score -2144272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2144282.250000 Penalty: 4745.249512
	Iteration 79Q: 3 clusters Score -2144282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2144290.500000 Penalty: 4745.249512
	Iteration 80F: 3 clusters Score -2144290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2144296.250000 Penalty: 4745.249512
	Iteration 81Q: 3 clusters Score -2144296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2144301.250000 Penalty: 4745.249512
	Iteration 82Q: 3 clusters Score -2144301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2144310.000000 Penalty: 4745.249512
	Iteration 83Q: 3 clusters Score -2144310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2144318.750000 Penalty: 4745.249512
	Iteration 84Q: 3 clusters Score -2144319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2144318.250000 Penalty: 4745.249512
	Iteration 85Q: 3 clusters Score -2144318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2144324.750000 Penalty: 4745.249512
	Iteration 86Q: 3 clusters Score -2144325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2144323.000000 Penalty: 4745.249512
	Iteration 87Q: 3 clusters Score -2144323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2144328.750000 Penalty: 4745.249512
	Iteration 88Q: 3 clusters Score -2144329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2144333.250000 Penalty: 4745.249512
	Iteration 89Q: 3 clusters Score -2144333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2144341.500000 Penalty: 4745.249512
	Iteration 90Q: 3 clusters Score -2144342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2144347.500000 Penalty: 4745.249512
	Iteration 91Q: 3 clusters Score -2144348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2144350.750000 Penalty: 4745.249512
	Iteration 92Q: 3 clusters Score -2144351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2144355.250000 Penalty: 4745.249512
	Iteration 93Q: 3 clusters Score -2144355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2144359.750000 Penalty: 4745.249512
	Iteration 94Q: 3 clusters Score -2144360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2144362.500000 Penalty: 4745.249512
	Iteration 95Q: 3 clusters Score -2144362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2144363.750000 Penalty: 4745.249512
	Iteration 96Q: 3 clusters Score -2144364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2144364.500000 Penalty: 4745.249512
	Iteration 97Q: 3 clusters Score -2144364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2144363.250000 Penalty: 4745.249512
	Iteration 98Q: 3 clusters Score -2144363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2144363.500000 Penalty: 4745.249512
	Iteration 99Q: 3 clusters Score -2144364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2144363.500000 Penalty: 4745.249512
	Iteration 100F: 3 clusters Score -2144364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Entering Unmasked Estep 
Score: -7784629.000000 Penalty: 2691.486328
	Iteration 0F: 2 clusters Score -7784629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -7749631.500000 Penalty: 5382.972656
	Iteration 0F: 3 clusters Score -7749632 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -7763051.000000 Penalty: 5382.972656
	Iteration 1F: 3 clusters Score -7763051 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -7763672.500000 Penalty: 5382.972656
	Iteration 2Q: 3 clusters Score -7763672 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7764473.000000 Penalty: 5382.972656
	Iteration 3Q: 3 clusters Score -7764473 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -7765642.000000 Penalty: 5382.972656
	Iteration 4Q: 3 clusters Score -7765642 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -7767450.000000 Penalty: 5382.972656
	Iteration 5F: 3 clusters Score -7767450 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -7770349.500000 Penalty: 5382.972656
	Iteration 6F: 3 clusters Score -7770350 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -7774114.000000 Penalty: 5382.972656
	Iteration 7F: 3 clusters Score -7774114 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -7777858.500000 Penalty: 5382.972656
	Iteration 8F: 3 clusters Score -7777858 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7780380.500000 Penalty: 5382.972656
	Iteration 9F: 3 clusters Score -7780380 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7781582.500000 Penalty: 5382.972656
	Iteration 10Q: 3 clusters Score -7781582 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7781947.000000 Penalty: 5382.972656
	Iteration 11Q: 3 clusters Score -7781947 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7782074.500000 Penalty: 5382.972656
	Iteration 12Q: 3 clusters Score -7782074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7782139.500000 Penalty: 5382.972656
	Iteration 13Q: 3 clusters Score -7782140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7782174.500000 Penalty: 5382.972656
	Iteration 14Q: 3 clusters Score -7782174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7782181.000000 Penalty: 5382.972656
	Iteration 15Q: 3 clusters Score -7782181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7782191.500000 Penalty: 5382.972656
	Iteration 16Q: 3 clusters Score -7782192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7782205.000000 Penalty: 5382.972656
	Iteration 17Q: 3 clusters Score -7782205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7782202.500000 Penalty: 5382.972656
	Iteration 18Q: 3 clusters Score -7782202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7782212.000000 Penalty: 5382.972656
	Iteration 19Q: 3 clusters Score -7782212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7782216.500000 Penalty: 5382.972656
	Iteration 20F: 3 clusters Score -7782216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7782222.000000 Penalty: 5382.972656
	Iteration 21Q: 3 clusters Score -7782222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7782220.000000 Penalty: 5382.972656
	Iteration 22Q: 3 clusters Score -7782220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7782220.000000 Penalty: 5382.972656
	Iteration 23F: 3 clusters Score -7782220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Entering Unmasked Estep 
Score: -16092218.000000 Penalty: 2865.786865
	Iteration 0F: 2 clusters Score -1.609222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -16025011.000000 Penalty: 5731.573730
	Iteration 0F: 3 clusters Score -1.602501e+07 nChanged 49318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -16053245.000000 Penalty: 5731.573730
	Iteration 1F: 3 clusters Score -1.605324e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -16054293.000000 Penalty: 5731.573730
	Iteration 2Q: 3 clusters Score -1.605429e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -16055561.000000 Penalty: 5731.573730
	Iteration 3Q: 3 clusters Score -1.605556e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -16057289.000000 Penalty: 5731.573730
	Iteration 4Q: 3 clusters Score -1.605729e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -16059560.000000 Penalty: 5731.573730
	Iteration 5Q: 3 clusters Score -1.605956e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -16062904.000000 Penalty: 5731.573730
	Iteration 6F: 3 clusters Score -1.60629e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -16067206.000000 Penalty: 5731.573730
	Iteration 7F: 3 clusters Score -1.606721e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -16071988.000000 Penalty: 5731.573730
	Iteration 8F: 3 clusters Score -1.607199e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -16075936.000000 Penalty: 5731.573730
	Iteration 9F: 3 clusters Score -1.607594e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -16078090.000000 Penalty: 5731.573730
	Iteration 10Q: 3 clusters Score -1.607809e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -16078990.000000 Penalty: 5731.573730
	Iteration 11Q: 3 clusters Score -1.607899e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -16079581.000000 Penalty: 5731.573730
	Iteration 12Q: 3 clusters Score -1.607958e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -16080148.000000 Penalty: 5731.573730
	Iteration 13Q: 3 clusters Score -1.608015e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -16080741.000000 Penalty: 5731.573730
	Iteration 14Q: 3 clusters Score -1.608074e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -16081260.000000 Penalty: 5731.573730
	Iteration 15Q: 3 clusters Score -1.608126e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -16081875.000000 Penalty: 5731.573730
	Iteration 16Q: 3 clusters Score -1.608188e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -16082463.000000 Penalty: 5731.573730
	Iteration 17Q: 3 clusters Score -1.608246e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -16083112.000000 Penalty: 5731.573730
	Iteration 18Q: 3 clusters Score -1.608311e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -16083719.000000 Penalty: 5731.573730
	Iteration 19Q: 3 clusters Score -1.608372e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -16084271.000000 Penalty: 5731.573730
	Iteration 20F: 3 clusters Score -1.608427e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -16084806.000000 Penalty: 5731.573730
	Iteration 21Q: 3 clusters Score -1.608481e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -16085329.000000 Penalty: 5731.573730
	Iteration 22Q: 3 clusters Score -1.608533e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -16085703.000000 Penalty: 5731.573730
	Iteration 23Q: 3 clusters Score -1.60857e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -16086309.000000 Penalty: 5731.573730
	Iteration 24Q: 3 clusters Score -1.608631e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -16086850.000000 Penalty: 5731.573730
	Iteration 25Q: 3 clusters Score -1.608685e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -16087350.000000 Penalty: 5731.573730
	Iteration 26Q: 3 clusters Score -1.608735e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -16087856.000000 Penalty: 5731.573730
	Iteration 27Q: 3 clusters Score -1.608786e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -16088407.000000 Penalty: 5731.573730
	Iteration 28Q: 3 clusters Score -1.608841e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -16088937.000000 Penalty: 5731.573730
	Iteration 29Q: 3 clusters Score -1.608894e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -16089427.000000 Penalty: 5731.573730
	Iteration 30Q: 3 clusters Score -1.608943e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -16089775.000000 Penalty: 5731.573730
	Iteration 31Q: 3 clusters Score -1.608978e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -16090156.000000 Penalty: 5731.573730
	Iteration 32Q: 3 clusters Score -1.609016e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 99292 members 
Entering Unmasked Estep 
Score: -16090390.000000 Penalty: 5731.573730
	Iteration 33Q: 3 clusters Score -1.609039e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -16090563.000000 Penalty: 5731.573730
	Iteration 34Q: 3 clusters Score -1.609056e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -16090658.000000 Penalty: 5731.573730
	Iteration 35Q: 3 clusters Score -1.609066e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -16090736.000000 Penalty: 5731.573730
	Iteration 36Q: 3 clusters Score -1.609074e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -16090803.000000 Penalty: 5731.573730
	Iteration 37Q: 3 clusters Score -1.60908e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -16090803.000000 Penalty: 5731.573730
	Iteration 38Q: 3 clusters Score -1.60908e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -16090887.000000 Penalty: 5731.573730
	Iteration 39Q: 3 clusters Score -1.609089e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -16090923.000000 Penalty: 5731.573730
	Iteration 40F: 3 clusters Score -1.609092e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -16090935.000000 Penalty: 5731.573730
	Iteration 41Q: 3 clusters Score -1.609094e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -16090923.000000 Penalty: 5731.573730
	Iteration 42Q: 3 clusters Score -1.609092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -16090900.000000 Penalty: 5731.573730
	Iteration 43Q: 3 clusters Score -1.60909e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -16090885.000000 Penalty: 5731.573730
	Iteration 44Q: 3 clusters Score -1.609088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -16090921.000000 Penalty: 5731.573730
	Iteration 45Q: 3 clusters Score -1.609092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -16090912.000000 Penalty: 5731.573730
	Iteration 46Q: 3 clusters Score -1.609091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -16090939.000000 Penalty: 5731.573730
	Iteration 47Q: 3 clusters Score -1.609094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -16090950.000000 Penalty: 5731.573730
	Iteration 48Q: 3 clusters Score -1.609095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -16090937.000000 Penalty: 5731.573730
	Iteration 49Q: 3 clusters Score -1.609094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -16090923.000000 Penalty: 5731.573730
	Iteration 50Q: 3 clusters Score -1.609092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -16090957.000000 Penalty: 5731.573730
	Iteration 51Q: 3 clusters Score -1.609096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -16090958.000000 Penalty: 5731.573730
	Iteration 52Q: 3 clusters Score -1.609096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 103615 members 
Entering Unmasked Estep 
Score: -16090951.000000 Penalty: 5731.573730
	Iteration 53Q: 3 clusters Score -1.609095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -16090946.000000 Penalty: 5731.573730
	Iteration 54Q: 3 clusters Score -1.609095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -16090934.000000 Penalty: 5731.573730
	Iteration 55Q: 3 clusters Score -1.609093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -16090927.000000 Penalty: 5731.573730
	Iteration 56Q: 3 clusters Score -1.609093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -16090928.000000 Penalty: 5731.573730
	Iteration 57Q: 3 clusters Score -1.609093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -16090949.000000 Penalty: 5731.573730
	Iteration 58Q: 3 clusters Score -1.609095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -16090943.000000 Penalty: 5731.573730
	Iteration 59Q: 3 clusters Score -1.609094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -16090950.000000 Penalty: 5731.573730
	Iteration 60F: 3 clusters Score -1.609095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -16090947.000000 Penalty: 5731.573730
	Iteration 61Q: 3 clusters Score -1.609095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -16090958.000000 Penalty: 5731.573730
	Iteration 62Q: 3 clusters Score -1.609096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -16090954.000000 Penalty: 5731.573730
	Iteration 63Q: 3 clusters Score -1.609095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -16090968.000000 Penalty: 5731.573730
	Iteration 64Q: 3 clusters Score -1.609097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -16090963.000000 Penalty: 5731.573730
	Iteration 65Q: 3 clusters Score -1.609096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -16090964.000000 Penalty: 5731.573730
	Iteration 66Q: 3 clusters Score -1.609096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -16090967.000000 Penalty: 5731.573730
	Iteration 67Q: 3 clusters Score -1.609097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -16090970.000000 Penalty: 5731.573730
	Iteration 68Q: 3 clusters Score -1.609097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -16090970.000000 Penalty: 5731.573730
	Iteration 69F: 3 clusters Score -1.609097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -83902.640625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -83902.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82416.921875 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -82416.92 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82874.039062 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -82874.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83191.328125 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83191.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -83427.945312 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -83427.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -83626.601562 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -83626.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -83780.484375 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -83780.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -83892.312500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -83892.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83993.414062 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -83993.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -84109.476562 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -84109.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84218.234375 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -84218.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84293.078125 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -84293.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -84304.414062 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -84304.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84306.703125 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -84306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84306.703125 Penalty: 3216.379150
	Iteration 13F: 3 clusters Score -84306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102183 members 
Mstep: Class 3 contains 108018 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 60951 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64700 members 
Mstep: Class 13 contains 98006 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117092 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51677 members 
Mstep: Class 20 contains 104359 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 66892 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25444 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 187 members 
Entering Unmasked Estep 
Score: -137791424.000000 Penalty: 91921.562500
Splitting cluster 21 changes total score from -137792672.000000 to -137791424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Entering Unmasked Estep 
Score: -10413688.000000 Penalty: 2755.487061
	Iteration 0F: 2 clusters Score -1.041369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -10369005.000000 Penalty: 5510.974121
	Iteration 0F: 3 clusters Score -1.0369e+07 nChanged 31322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -10386352.000000 Penalty: 5510.974121
	Iteration 1F: 3 clusters Score -1.038635e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -10386889.000000 Penalty: 5510.974121
	Iteration 2Q: 3 clusters Score -1.038689e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -10387515.000000 Penalty: 5510.974121
	Iteration 3Q: 3 clusters Score -1.038752e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -10388262.000000 Penalty: 5510.974121
	Iteration 4Q: 3 clusters Score -1.038826e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -10389311.000000 Penalty: 5510.974121
	Iteration 5Q: 3 clusters Score -1.038931e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -10390973.000000 Penalty: 5510.974121
	Iteration 6Q: 3 clusters Score -1.039097e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -10393662.000000 Penalty: 5510.974121
	Iteration 7F: 3 clusters Score -1.039366e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -10397340.000000 Penalty: 5510.974121
	Iteration 8F: 3 clusters Score -1.039734e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -10401935.000000 Penalty: 5510.974121
	Iteration 9F: 3 clusters Score -1.040194e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -10406101.000000 Penalty: 5510.974121
	Iteration 10F: 3 clusters Score -1.04061e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -10408903.000000 Penalty: 5510.974121
	Iteration 11Q: 3 clusters Score -1.04089e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -10410293.000000 Penalty: 5510.974121
	Iteration 12Q: 3 clusters Score -1.041029e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -10410829.000000 Penalty: 5510.974121
	Iteration 13Q: 3 clusters Score -1.041083e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -10411040.000000 Penalty: 5510.974121
	Iteration 14Q: 3 clusters Score -1.041104e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -10411129.000000 Penalty: 5510.974121
	Iteration 15Q: 3 clusters Score -1.041113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -10411187.000000 Penalty: 5510.974121
	Iteration 16Q: 3 clusters Score -1.041119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -10411233.000000 Penalty: 5510.974121
	Iteration 17Q: 3 clusters Score -1.041123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -10411265.000000 Penalty: 5510.974121
	Iteration 18Q: 3 clusters Score -1.041126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -10411271.000000 Penalty: 5510.974121
	Iteration 19Q: 3 clusters Score -1.041127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -10411270.000000 Penalty: 5510.974121
	Iteration 20F: 3 clusters Score -1.041127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -10411277.000000 Penalty: 5510.974121
	Iteration 21Q: 3 clusters Score -1.041128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -10411291.000000 Penalty: 5510.974121
	Iteration 22Q: 3 clusters Score -1.041129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -10411288.000000 Penalty: 5510.974121
	Iteration 23Q: 3 clusters Score -1.041129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -10411288.000000 Penalty: 5510.974121
	Iteration 24F: 3 clusters Score -1.041129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -424508.312500 Penalty: 2007.254517
	Iteration 0F: 2 clusters Score -424508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -421086.156250 Penalty: 4014.509033
	Iteration 0F: 3 clusters Score -421086.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421991.125000 Penalty: 4014.509033
	Iteration 1F: 3 clusters Score -421991.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -422468.906250 Penalty: 4014.509033
	Iteration 2F: 3 clusters Score -422468.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -422868.812500 Penalty: 4014.509033
	Iteration 3F: 3 clusters Score -422868.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -423149.312500 Penalty: 4014.509033
	Iteration 4F: 3 clusters Score -423149.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -423341.593750 Penalty: 4014.509033
	Iteration 5F: 3 clusters Score -423341.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -423487.281250 Penalty: 4014.509033
	Iteration 6Q: 3 clusters Score -423487.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -423588.812500 Penalty: 4014.509033
	Iteration 7Q: 3 clusters Score -423588.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -423655.468750 Penalty: 4014.509033
	Iteration 8Q: 3 clusters Score -423655.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -423709.406250 Penalty: 4014.509033
	Iteration 9Q: 3 clusters Score -423709.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -423742.656250 Penalty: 4014.509033
	Iteration 10Q: 3 clusters Score -423742.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -423771.625000 Penalty: 4014.509033
	Iteration 11Q: 3 clusters Score -423771.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -423798.687500 Penalty: 4014.509033
	Iteration 12Q: 3 clusters Score -423798.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -423820.687500 Penalty: 4014.509033
	Iteration 13Q: 3 clusters Score -423820.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -423845.718750 Penalty: 4014.509033
	Iteration 14Q: 3 clusters Score -423845.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -423867.531250 Penalty: 4014.509033
	Iteration 15Q: 3 clusters Score -423867.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -423886.625000 Penalty: 4014.509033
	Iteration 16Q: 3 clusters Score -423886.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -423903.468750 Penalty: 4014.509033
	Iteration 17Q: 3 clusters Score -423903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -423914.968750 Penalty: 4014.509033
	Iteration 18Q: 3 clusters Score -423915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -423922.843750 Penalty: 4014.509033
	Iteration 19Q: 3 clusters Score -423922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -423927.250000 Penalty: 4014.509033
	Iteration 20F: 3 clusters Score -423927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -423932.125000 Penalty: 4014.509033
	Iteration 21Q: 3 clusters Score -423932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -423938.937500 Penalty: 4014.509033
	Iteration 22Q: 3 clusters Score -423938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -423942.937500 Penalty: 4014.509033
	Iteration 23Q: 3 clusters Score -423942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -423945.531250 Penalty: 4014.509033
	Iteration 24Q: 3 clusters Score -423945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -423947.531250 Penalty: 4014.509033
	Iteration 25Q: 3 clusters Score -423947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -423951.687500 Penalty: 4014.509033
	Iteration 26Q: 3 clusters Score -423951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -423953.750000 Penalty: 4014.509033
	Iteration 27Q: 3 clusters Score -423953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -423955.531250 Penalty: 4014.509033
	Iteration 28Q: 3 clusters Score -423955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -423956.250000 Penalty: 4014.509033
	Iteration 29Q: 3 clusters Score -423956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -423957.656250 Penalty: 4014.509033
	Iteration 30Q: 3 clusters Score -423957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -423958.937500 Penalty: 4014.509033
	Iteration 31Q: 3 clusters Score -423958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -423959.718750 Penalty: 4014.509033
	Iteration 32Q: 3 clusters Score -423959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -423960.093750 Penalty: 4014.509033
	Iteration 33Q: 3 clusters Score -423960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -423960.625000 Penalty: 4014.509033
	Iteration 34Q: 3 clusters Score -423960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -423960.625000 Penalty: 4014.509033
	Iteration 35F: 3 clusters Score -423960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Entering Unmasked Estep 
Score: -3685096.500000 Penalty: 2515.770508
	Iteration 0F: 2 clusters Score -3685096 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 12677 members 
Entering Unmasked Estep 
Score: -3667522.000000 Penalty: 5031.541016
	Iteration 0F: 3 clusters Score -3667522 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3673602.000000 Penalty: 5031.541016
	Iteration 1F: 3 clusters Score -3673602 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3674048.250000 Penalty: 5031.541016
	Iteration 2F: 3 clusters Score -3674048 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3674403.750000 Penalty: 5031.541016
	Iteration 3Q: 3 clusters Score -3674404 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3674706.250000 Penalty: 5031.541016
	Iteration 4Q: 3 clusters Score -3674706 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3674972.750000 Penalty: 5031.541016
	Iteration 5Q: 3 clusters Score -3674973 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3675263.500000 Penalty: 5031.541016
	Iteration 6Q: 3 clusters Score -3675264 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3675523.500000 Penalty: 5031.541016
	Iteration 7Q: 3 clusters Score -3675524 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3675778.750000 Penalty: 5031.541016
	Iteration 8Q: 3 clusters Score -3675779 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3676068.000000 Penalty: 5031.541016
	Iteration 9Q: 3 clusters Score -3676068 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3676351.750000 Penalty: 5031.541016
	Iteration 10Q: 3 clusters Score -3676352 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3676685.750000 Penalty: 5031.541016
	Iteration 11Q: 3 clusters Score -3676686 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3677087.500000 Penalty: 5031.541016
	Iteration 12Q: 3 clusters Score -3677088 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3677587.750000 Penalty: 5031.541016
	Iteration 13Q: 3 clusters Score -3677588 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3678151.500000 Penalty: 5031.541016
	Iteration 14Q: 3 clusters Score -3678152 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3678804.000000 Penalty: 5031.541016
	Iteration 15Q: 3 clusters Score -3678804 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3679430.000000 Penalty: 5031.541016
	Iteration 16Q: 3 clusters Score -3679430 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3680187.000000 Penalty: 5031.541016
	Iteration 17Q: 3 clusters Score -3680187 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3680861.500000 Penalty: 5031.541016
	Iteration 18Q: 3 clusters Score -3680862 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3681462.000000 Penalty: 5031.541016
	Iteration 19Q: 3 clusters Score -3681462 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3681932.000000 Penalty: 5031.541016
	Iteration 20F: 3 clusters Score -3681932 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3682303.000000 Penalty: 5031.541016
	Iteration 21Q: 3 clusters Score -3682303 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3682549.500000 Penalty: 5031.541016
	Iteration 22Q: 3 clusters Score -3682550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3682683.500000 Penalty: 5031.541016
	Iteration 23Q: 3 clusters Score -3682684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3682808.000000 Penalty: 5031.541016
	Iteration 24Q: 3 clusters Score -3682808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3682866.250000 Penalty: 5031.541016
	Iteration 25Q: 3 clusters Score -3682866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3682906.500000 Penalty: 5031.541016
	Iteration 26Q: 3 clusters Score -3682906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3682956.500000 Penalty: 5031.541016
	Iteration 27Q: 3 clusters Score -3682956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3682993.750000 Penalty: 5031.541016
	Iteration 28Q: 3 clusters Score -3682994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3683020.750000 Penalty: 5031.541016
	Iteration 29Q: 3 clusters Score -3683021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3683048.000000 Penalty: 5031.541016
	Iteration 30Q: 3 clusters Score -3683048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3683068.500000 Penalty: 5031.541016
	Iteration 31Q: 3 clusters Score -3683068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3683082.500000 Penalty: 5031.541016
	Iteration 32Q: 3 clusters Score -3683082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3683098.500000 Penalty: 5031.541016
	Iteration 33Q: 3 clusters Score -3683098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3683104.500000 Penalty: 5031.541016
	Iteration 34Q: 3 clusters Score -3683104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3683110.500000 Penalty: 5031.541016
	Iteration 35Q: 3 clusters Score -3683110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3683122.250000 Penalty: 5031.541016
	Iteration 36Q: 3 clusters Score -3683122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3683118.750000 Penalty: 5031.541016
	Iteration 37Q: 3 clusters Score -3683119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3683128.000000 Penalty: 5031.541016
	Iteration 38Q: 3 clusters Score -3683128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3683128.000000 Penalty: 5031.541016
	Iteration 39Q: 3 clusters Score -3683128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3683130.250000 Penalty: 5031.541016
	Iteration 40F: 3 clusters Score -3683130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3683129.000000 Penalty: 5031.541016
	Iteration 41Q: 3 clusters Score -3683129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3683134.500000 Penalty: 5031.541016
	Iteration 42Q: 3 clusters Score -3683134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3683135.000000 Penalty: 5031.541016
	Iteration 43Q: 3 clusters Score -3683135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3683135.750000 Penalty: 5031.541016
	Iteration 44Q: 3 clusters Score -3683136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3683137.250000 Penalty: 5031.541016
	Iteration 45Q: 3 clusters Score -3683137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3683140.750000 Penalty: 5031.541016
	Iteration 46Q: 3 clusters Score -3683141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3683137.750000 Penalty: 5031.541016
	Iteration 47Q: 3 clusters Score -3683138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3683140.750000 Penalty: 5031.541016
	Iteration 48Q: 3 clusters Score -3683141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3683140.750000 Penalty: 5031.541016
	Iteration 49F: 3 clusters Score -3683141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -130177.320312 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -130177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128286.289062 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -128286.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128601.601562 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -128601.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128685.085938 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -128685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128737.257812 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -128737.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128775.851562 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -128775.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128808.757812 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -128808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128851.234375 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -128851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128875.515625 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -128875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128888.257812 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -128888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128898.929688 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -128898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128913.570312 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -128913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128935.132812 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -128935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128952.789062 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -128952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128974.109375 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -128974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129002.851562 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -129002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129019.859375 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -129019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129063.796875 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -129063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129135.945312 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -129135.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129204.789062 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -129204.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129281.625000 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -129281.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129333.914062 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -129333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129374.554688 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -129374.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129452.906250 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -129452.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129611.929688 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -129611.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129890.414062 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -129890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130024.710938 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -130024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -130065.468750 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -130065.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130090.679688 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -130090.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130132.039062 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -130132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130139.843750 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -130139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130145.742188 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -130145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130151.664062 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -130151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130151.664062 Penalty: 3394.500000
	Iteration 32F: 3 clusters Score -130151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -86743.250000 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -86743.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85111.125000 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -85111.12 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85341.250000 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -85341.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85441.203125 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -85441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85509.906250 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -85509.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85564.593750 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -85564.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85598.468750 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -85598.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85631.492188 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -85631.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85654.242188 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -85654.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85673.328125 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -85673.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85736.421875 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -85736.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85822.687500 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -85822.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85874.109375 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -85874.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85905.351562 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -85905.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85923.710938 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -85923.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85943.367188 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -85943.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85947.890625 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -85947.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85947.890625 Penalty: 3190.738281
	Iteration 16F: 3 clusters Score -85947.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102183 members 
Mstep: Class 3 contains 108018 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 60951 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64700 members 
Mstep: Class 13 contains 98006 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117092 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51677 members 
Mstep: Class 20 contains 104359 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66892 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25444 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 159Q: 27 clusters Score -1.377927e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102179 members 
Mstep: Class 3 contains 108029 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64698 members 
Mstep: Class 13 contains 98009 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117073 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51675 members 
Mstep: Class 20 contains 104377 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66890 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25444 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792752.000000 Penalty: 88517.062500
Iteration 160F: 27 clusters Score -1.377928e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102177 members 
Mstep: Class 3 contains 108029 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64691 members 
Mstep: Class 13 contains 98015 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117075 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51672 members 
Mstep: Class 20 contains 104379 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66894 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25446 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792720.000000 Penalty: 88517.062500
Iteration 161Q: 27 clusters Score -1.377927e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102182 members 
Mstep: Class 3 contains 108026 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 60950 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64687 members 
Mstep: Class 13 contains 98018 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117074 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51671 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66895 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 943 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792928.000000 Penalty: 88517.062500
Iteration 162Q: 27 clusters Score -1.377929e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102189 members 
Mstep: Class 3 contains 108025 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64690 members 
Mstep: Class 13 contains 98018 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117068 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51665 members 
Mstep: Class 20 contains 104382 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66900 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 947 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793168.000000 Penalty: 88517.062500
Iteration 163Q: 27 clusters Score -1.377932e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102185 members 
Mstep: Class 3 contains 108023 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14008 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64692 members 
Mstep: Class 13 contains 98018 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117073 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51664 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66902 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793136.000000 Penalty: 88517.062500
Iteration 164Q: 27 clusters Score -1.377931e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102190 members 
Mstep: Class 3 contains 108027 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14011 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64693 members 
Mstep: Class 13 contains 98008 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117070 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51663 members 
Mstep: Class 20 contains 104381 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66905 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 88517.062500
Iteration 165Q: 27 clusters Score -1.37793e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102189 members 
Mstep: Class 3 contains 108027 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64694 members 
Mstep: Class 13 contains 98009 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117072 members 
Mstep: Class 16 contains 18322 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51664 members 
Mstep: Class 20 contains 104373 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66907 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25442 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793088.000000 Penalty: 88517.062500
Iteration 166Q: 27 clusters Score -1.377931e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102191 members 
Mstep: Class 3 contains 108029 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64690 members 
Mstep: Class 13 contains 98001 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 117075 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51664 members 
Mstep: Class 20 contains 104378 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66907 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25442 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793120.000000 Penalty: 88517.062500
Iteration 167Q: 27 clusters Score -1.377931e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102189 members 
Mstep: Class 3 contains 108037 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64690 members 
Mstep: Class 13 contains 97999 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 117070 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51663 members 
Mstep: Class 20 contains 104379 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66908 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 168Q: 27 clusters Score -1.377931e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102186 members 
Mstep: Class 3 contains 108031 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64691 members 
Mstep: Class 13 contains 97996 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 117080 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51660 members 
Mstep: Class 20 contains 104382 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66908 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793104.000000 Penalty: 88517.062500
Iteration 169Q: 27 clusters Score -1.377931e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102182 members 
Mstep: Class 3 contains 108027 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64691 members 
Mstep: Class 13 contains 97993 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117093 members 
Mstep: Class 16 contains 18327 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51661 members 
Mstep: Class 20 contains 104382 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66907 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793040.000000 Penalty: 88517.062500
Iteration 170Q: 27 clusters Score -1.37793e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102176 members 
Mstep: Class 3 contains 108034 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14000 members 
Mstep: Class 9 contains 60946 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32693 members 
Mstep: Class 12 contains 64688 members 
Mstep: Class 13 contains 97995 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117093 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 51666 members 
Mstep: Class 20 contains 104379 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66910 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793040.000000 Penalty: 88517.062500
Iteration 171Q: 27 clusters Score -1.37793e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102174 members 
Mstep: Class 3 contains 108044 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 60945 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64688 members 
Mstep: Class 13 contains 97984 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117089 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51666 members 
Mstep: Class 20 contains 104381 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66915 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792944.000000 Penalty: 88517.062500
Iteration 172Q: 27 clusters Score -1.377929e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102174 members 
Mstep: Class 3 contains 108037 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 60944 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64688 members 
Mstep: Class 13 contains 97988 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117082 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51670 members 
Mstep: Class 20 contains 104387 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66915 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25437 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792960.000000 Penalty: 88517.062500
Iteration 173Q: 27 clusters Score -1.37793e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102175 members 
Mstep: Class 3 contains 108038 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60945 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64688 members 
Mstep: Class 13 contains 97987 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117072 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51676 members 
Mstep: Class 20 contains 104386 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66918 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25435 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792944.000000 Penalty: 88517.062500
Iteration 174Q: 27 clusters Score -1.377929e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102173 members 
Mstep: Class 3 contains 108042 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64688 members 
Mstep: Class 13 contains 97979 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117069 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 51676 members 
Mstep: Class 20 contains 104389 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66920 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25434 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 175Q: 27 clusters Score -1.37793e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102170 members 
Mstep: Class 3 contains 108046 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64686 members 
Mstep: Class 13 contains 97978 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117067 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 51677 members 
Mstep: Class 20 contains 104391 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66922 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25436 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793104.000000 Penalty: 88517.062500
Iteration 176Q: 27 clusters Score -1.377931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102169 members 
Mstep: Class 3 contains 108050 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64683 members 
Mstep: Class 13 contains 97969 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117066 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14282 members 
Mstep: Class 19 contains 51678 members 
Mstep: Class 20 contains 104403 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793008.000000 Penalty: 88517.062500
Iteration 177Q: 27 clusters Score -1.37793e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102172 members 
Mstep: Class 3 contains 108052 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64680 members 
Mstep: Class 13 contains 97965 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117058 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 51678 members 
Mstep: Class 20 contains 104416 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793072.000000 Penalty: 88517.062500
Iteration 178Q: 27 clusters Score -1.377931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102174 members 
Mstep: Class 3 contains 108054 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 60947 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64675 members 
Mstep: Class 13 contains 97964 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117053 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 19 contains 51677 members 
Mstep: Class 20 contains 104429 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792976.000000 Penalty: 88517.062500
Iteration 179Q: 27 clusters Score -1.37793e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102176 members 
Mstep: Class 3 contains 108054 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 14000 members 
Mstep: Class 9 contains 60948 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64671 members 
Mstep: Class 13 contains 97958 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117055 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 51679 members 
Mstep: Class 20 contains 104433 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66924 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793072.000000 Penalty: 88517.062500
Iteration 180F: 27 clusters Score -1.377931e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102178 members 
Mstep: Class 3 contains 108054 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 60949 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64668 members 
Mstep: Class 13 contains 97960 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117051 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14273 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 104439 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66921 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793216.000000 Penalty: 88517.062500
Iteration 181Q: 27 clusters Score -1.377932e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102175 members 
Mstep: Class 3 contains 108053 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 60952 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64669 members 
Mstep: Class 13 contains 97955 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117043 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 104455 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66924 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793168.000000 Penalty: 88517.062500
Iteration 182Q: 27 clusters Score -1.377932e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102175 members 
Mstep: Class 3 contains 108065 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 60954 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64671 members 
Mstep: Class 13 contains 97953 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117028 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14266 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 104460 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66926 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793040.000000 Penalty: 88517.062500
Iteration 183Q: 27 clusters Score -1.37793e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102176 members 
Mstep: Class 3 contains 108064 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 60955 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64673 members 
Mstep: Class 13 contains 97951 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117020 members 
Mstep: Class 16 contains 18320 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 104475 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66923 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25446 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793136.000000 Penalty: 88517.062500
Iteration 184Q: 27 clusters Score -1.377931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102176 members 
Mstep: Class 3 contains 108070 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 60957 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64672 members 
Mstep: Class 13 contains 97948 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 117002 members 
Mstep: Class 16 contains 18320 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 51684 members 
Mstep: Class 20 contains 104487 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66923 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25445 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793056.000000 Penalty: 88517.062500
Iteration 185Q: 27 clusters Score -1.377931e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102173 members 
Mstep: Class 3 contains 108073 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60958 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64670 members 
Mstep: Class 13 contains 97952 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116991 members 
Mstep: Class 16 contains 18320 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 51685 members 
Mstep: Class 20 contains 104499 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66922 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137793024.000000 Penalty: 88517.062500
Iteration 186Q: 27 clusters Score -1.37793e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102172 members 
Mstep: Class 3 contains 108075 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60960 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64668 members 
Mstep: Class 13 contains 97953 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116990 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 51685 members 
Mstep: Class 20 contains 104505 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66919 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792928.000000 Penalty: 88517.062500
Iteration 187Q: 27 clusters Score -1.377929e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102172 members 
Mstep: Class 3 contains 108075 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60962 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64666 members 
Mstep: Class 13 contains 97948 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116982 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 51686 members 
Mstep: Class 20 contains 104519 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66920 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25444 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792992.000000 Penalty: 88517.062500
Iteration 188Q: 27 clusters Score -1.37793e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102173 members 
Mstep: Class 3 contains 108070 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 60963 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64666 members 
Mstep: Class 13 contains 97950 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116980 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14254 members 
Mstep: Class 19 contains 51688 members 
Mstep: Class 20 contains 104522 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66920 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792976.000000 Penalty: 88517.062500
Iteration 189Q: 27 clusters Score -1.37793e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102170 members 
Mstep: Class 3 contains 108067 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60966 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32696 members 
Mstep: Class 12 contains 64664 members 
Mstep: Class 13 contains 97946 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116981 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14251 members 
Mstep: Class 19 contains 51688 members 
Mstep: Class 20 contains 104537 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66919 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792928.000000 Penalty: 88517.062500
Iteration 190Q: 27 clusters Score -1.377929e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102171 members 
Mstep: Class 3 contains 108065 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60970 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64659 members 
Mstep: Class 13 contains 97949 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116975 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14247 members 
Mstep: Class 19 contains 51687 members 
Mstep: Class 20 contains 104548 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66919 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 191Q: 27 clusters Score -1.377928e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102173 members 
Mstep: Class 3 contains 108070 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60970 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32693 members 
Mstep: Class 12 contains 64657 members 
Mstep: Class 13 contains 97948 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116961 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14245 members 
Mstep: Class 19 contains 51690 members 
Mstep: Class 20 contains 104562 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66917 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792752.000000 Penalty: 88517.062500
Iteration 192Q: 27 clusters Score -1.377928e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102187 members 
Mstep: Class 3 contains 108075 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 60971 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64655 members 
Mstep: Class 13 contains 97942 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116944 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14244 members 
Mstep: Class 19 contains 51693 members 
Mstep: Class 20 contains 104568 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66916 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 193Q: 27 clusters Score -1.377928e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102196 members 
Mstep: Class 3 contains 108081 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 60970 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64653 members 
Mstep: Class 13 contains 97934 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 116929 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14244 members 
Mstep: Class 19 contains 51696 members 
Mstep: Class 20 contains 104574 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66915 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 194Q: 27 clusters Score -1.377927e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102207 members 
Mstep: Class 3 contains 108086 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13989 members 
Mstep: Class 9 contains 60969 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64649 members 
Mstep: Class 13 contains 97929 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116920 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14244 members 
Mstep: Class 19 contains 51700 members 
Mstep: Class 20 contains 104578 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66913 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 195Q: 27 clusters Score -1.377927e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102213 members 
Mstep: Class 3 contains 108085 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 60969 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64647 members 
Mstep: Class 13 contains 97921 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116918 members 
Mstep: Class 16 contains 18311 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14244 members 
Mstep: Class 19 contains 51700 members 
Mstep: Class 20 contains 104588 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66914 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 196Q: 27 clusters Score -1.377927e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102214 members 
Mstep: Class 3 contains 108087 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 60970 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64649 members 
Mstep: Class 13 contains 97915 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116914 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14243 members 
Mstep: Class 19 contains 51694 members 
Mstep: Class 20 contains 104597 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66914 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792592.000000 Penalty: 88517.062500
Iteration 197Q: 27 clusters Score -1.377926e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102216 members 
Mstep: Class 3 contains 108093 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 60969 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64649 members 
Mstep: Class 13 contains 97907 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116905 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 51694 members 
Mstep: Class 20 contains 104612 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66913 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25437 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792640.000000 Penalty: 88517.062500
Iteration 198Q: 27 clusters Score -1.377926e+08 nChanged 88
Entering ConstructFrom: 
Score: -137792640.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24163.531250 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24163.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24299.783203 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24299.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24357.222656 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -24357.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24371.417969 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24371.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24387.164062 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -24387.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24391.085938 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -24391.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24391.085938 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -24391.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Entering Unmasked Estep 
Score: -15722405.000000 Penalty: 2860.648438
	Iteration 0F: 2 clusters Score -1.57224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -15657894.000000 Penalty: 5721.296875
	Iteration 0F: 3 clusters Score -1.565789e+07 nChanged 48440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -15685385.000000 Penalty: 5721.296875
	Iteration 1F: 3 clusters Score -1.568538e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -15686326.000000 Penalty: 5721.296875
	Iteration 2Q: 3 clusters Score -1.568633e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -15687244.000000 Penalty: 5721.296875
	Iteration 3Q: 3 clusters Score -1.568724e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -15688520.000000 Penalty: 5721.296875
	Iteration 4Q: 3 clusters Score -1.568852e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -15690123.000000 Penalty: 5721.296875
	Iteration 5Q: 3 clusters Score -1.569012e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -15692302.000000 Penalty: 5721.296875
	Iteration 6Q: 3 clusters Score -1.56923e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -15695437.000000 Penalty: 5721.296875
	Iteration 7F: 3 clusters Score -1.569544e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -15699388.000000 Penalty: 5721.296875
	Iteration 8F: 3 clusters Score -1.569939e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -15703757.000000 Penalty: 5721.296875
	Iteration 9F: 3 clusters Score -1.570376e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -15708099.000000 Penalty: 5721.296875
	Iteration 10F: 3 clusters Score -1.57081e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -15711736.000000 Penalty: 5721.296875
	Iteration 11Q: 3 clusters Score -1.571174e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -15714599.000000 Penalty: 5721.296875
	Iteration 12Q: 3 clusters Score -1.57146e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -15716736.000000 Penalty: 5721.296875
	Iteration 13Q: 3 clusters Score -1.571674e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -15717948.000000 Penalty: 5721.296875
	Iteration 14Q: 3 clusters Score -1.571795e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -15718805.000000 Penalty: 5721.296875
	Iteration 15Q: 3 clusters Score -1.57188e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -15719270.000000 Penalty: 5721.296875
	Iteration 16Q: 3 clusters Score -1.571927e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -15719512.000000 Penalty: 5721.296875
	Iteration 17Q: 3 clusters Score -1.571951e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15719724.000000 Penalty: 5721.296875
	Iteration 18Q: 3 clusters Score -1.571972e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -15719932.000000 Penalty: 5721.296875
	Iteration 19Q: 3 clusters Score -1.571993e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -15719976.000000 Penalty: 5721.296875
	Iteration 20F: 3 clusters Score -1.571998e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -15720037.000000 Penalty: 5721.296875
	Iteration 21Q: 3 clusters Score -1.572004e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15720069.000000 Penalty: 5721.296875
	Iteration 22Q: 3 clusters Score -1.572007e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -15720126.000000 Penalty: 5721.296875
	Iteration 23Q: 3 clusters Score -1.572013e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15720162.000000 Penalty: 5721.296875
	Iteration 24Q: 3 clusters Score -1.572016e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -15720176.000000 Penalty: 5721.296875
	Iteration 25Q: 3 clusters Score -1.572018e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -15720214.000000 Penalty: 5721.296875
	Iteration 26Q: 3 clusters Score -1.572021e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15720237.000000 Penalty: 5721.296875
	Iteration 27Q: 3 clusters Score -1.572024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15720250.000000 Penalty: 5721.296875
	Iteration 28Q: 3 clusters Score -1.572025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -15720247.000000 Penalty: 5721.296875
	Iteration 29Q: 3 clusters Score -1.572025e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15720275.000000 Penalty: 5721.296875
	Iteration 30Q: 3 clusters Score -1.572028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15720271.000000 Penalty: 5721.296875
	Iteration 31Q: 3 clusters Score -1.572027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15720286.000000 Penalty: 5721.296875
	Iteration 32Q: 3 clusters Score -1.572029e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15720290.000000 Penalty: 5721.296875
	Iteration 33Q: 3 clusters Score -1.572029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15720299.000000 Penalty: 5721.296875
	Iteration 34Q: 3 clusters Score -1.57203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15720317.000000 Penalty: 5721.296875
	Iteration 35Q: 3 clusters Score -1.572032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15720321.000000 Penalty: 5721.296875
	Iteration 36Q: 3 clusters Score -1.572032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15720321.000000 Penalty: 5721.296875
	Iteration 37Q: 3 clusters Score -1.572032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15720310.000000 Penalty: 5721.296875
	Iteration 38Q: 3 clusters Score -1.572031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15720296.000000 Penalty: 5721.296875
	Iteration 39Q: 3 clusters Score -1.57203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -15720326.000000 Penalty: 5721.296875
	Iteration 40F: 3 clusters Score -1.572033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -15720319.000000 Penalty: 5721.296875
	Iteration 41Q: 3 clusters Score -1.572032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15720324.000000 Penalty: 5721.296875
	Iteration 42Q: 3 clusters Score -1.572032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15720329.000000 Penalty: 5721.296875
	Iteration 43Q: 3 clusters Score -1.572033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15720326.000000 Penalty: 5721.296875
	Iteration 44Q: 3 clusters Score -1.572033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15720314.000000 Penalty: 5721.296875
	Iteration 45Q: 3 clusters Score -1.572031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15720321.000000 Penalty: 5721.296875
	Iteration 46Q: 3 clusters Score -1.572032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15720318.000000 Penalty: 5721.296875
	Iteration 47Q: 3 clusters Score -1.572032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15720323.000000 Penalty: 5721.296875
	Iteration 48Q: 3 clusters Score -1.572032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15720338.000000 Penalty: 5721.296875
	Iteration 49Q: 3 clusters Score -1.572034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15720336.000000 Penalty: 5721.296875
	Iteration 50Q: 3 clusters Score -1.572034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15720347.000000 Penalty: 5721.296875
	Iteration 51Q: 3 clusters Score -1.572035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15720336.000000 Penalty: 5721.296875
	Iteration 52Q: 3 clusters Score -1.572034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15720327.000000 Penalty: 5721.296875
	Iteration 53Q: 3 clusters Score -1.572033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15720341.000000 Penalty: 5721.296875
	Iteration 54Q: 3 clusters Score -1.572034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15720337.000000 Penalty: 5721.296875
	Iteration 55Q: 3 clusters Score -1.572034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15720334.000000 Penalty: 5721.296875
	Iteration 56Q: 3 clusters Score -1.572033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -15720342.000000 Penalty: 5721.296875
	Iteration 57Q: 3 clusters Score -1.572034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15720339.000000 Penalty: 5721.296875
	Iteration 58Q: 3 clusters Score -1.572034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -15720342.000000 Penalty: 5721.296875
	Iteration 59Q: 3 clusters Score -1.572034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15720341.000000 Penalty: 5721.296875
	Iteration 60F: 3 clusters Score -1.572034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15720336.000000 Penalty: 5721.296875
	Iteration 61Q: 3 clusters Score -1.572034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15720338.000000 Penalty: 5721.296875
	Iteration 62Q: 3 clusters Score -1.572034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15720337.000000 Penalty: 5721.296875
	Iteration 63Q: 3 clusters Score -1.572034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15720334.000000 Penalty: 5721.296875
	Iteration 64Q: 3 clusters Score -1.572033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15720332.000000 Penalty: 5721.296875
	Iteration 65Q: 3 clusters Score -1.572033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15720339.000000 Penalty: 5721.296875
	Iteration 66Q: 3 clusters Score -1.572034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -15720333.000000 Penalty: 5721.296875
	Iteration 67Q: 3 clusters Score -1.572033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15720331.000000 Penalty: 5721.296875
	Iteration 68Q: 3 clusters Score -1.572033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15720333.000000 Penalty: 5721.296875
	Iteration 69Q: 3 clusters Score -1.572033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15720339.000000 Penalty: 5721.296875
	Iteration 70Q: 3 clusters Score -1.572034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15720335.000000 Penalty: 5721.296875
	Iteration 71Q: 3 clusters Score -1.572034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15720332.000000 Penalty: 5721.296875
	Iteration 72Q: 3 clusters Score -1.572033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15720336.000000 Penalty: 5721.296875
	Iteration 73Q: 3 clusters Score -1.572034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15720338.000000 Penalty: 5721.296875
	Iteration 74Q: 3 clusters Score -1.572034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15720320.000000 Penalty: 5721.296875
	Iteration 75Q: 3 clusters Score -1.572032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15720323.000000 Penalty: 5721.296875
	Iteration 76Q: 3 clusters Score -1.572032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15720335.000000 Penalty: 5721.296875
	Iteration 77Q: 3 clusters Score -1.572034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15720344.000000 Penalty: 5721.296875
	Iteration 78Q: 3 clusters Score -1.572034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15720335.000000 Penalty: 5721.296875
	Iteration 79Q: 3 clusters Score -1.572034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15720350.000000 Penalty: 5721.296875
	Iteration 80F: 3 clusters Score -1.572035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15720351.000000 Penalty: 5721.296875
	Iteration 81Q: 3 clusters Score -1.572035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15720370.000000 Penalty: 5721.296875
	Iteration 82Q: 3 clusters Score -1.572037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15720372.000000 Penalty: 5721.296875
	Iteration 83Q: 3 clusters Score -1.572037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15720379.000000 Penalty: 5721.296875
	Iteration 84Q: 3 clusters Score -1.572038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15720374.000000 Penalty: 5721.296875
	Iteration 85Q: 3 clusters Score -1.572037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15720367.000000 Penalty: 5721.296875
	Iteration 86Q: 3 clusters Score -1.572037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15720369.000000 Penalty: 5721.296875
	Iteration 87Q: 3 clusters Score -1.572037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15720371.000000 Penalty: 5721.296875
	Iteration 88Q: 3 clusters Score -1.572037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15720371.000000 Penalty: 5721.296875
	Iteration 89F: 3 clusters Score -1.572037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Entering Unmasked Estep 
Score: -16605938.000000 Penalty: 2874.493896
	Iteration 0F: 2 clusters Score -1.660594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -16537707.000000 Penalty: 5748.987793
	Iteration 0F: 3 clusters Score -1.653771e+07 nChanged 51248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -16567073.000000 Penalty: 5748.987793
	Iteration 1F: 3 clusters Score -1.656707e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -16567925.000000 Penalty: 5748.987793
	Iteration 2Q: 3 clusters Score -1.656792e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -16568926.000000 Penalty: 5748.987793
	Iteration 3Q: 3 clusters Score -1.656893e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -16570382.000000 Penalty: 5748.987793
	Iteration 4Q: 3 clusters Score -1.657038e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -16572592.000000 Penalty: 5748.987793
	Iteration 5Q: 3 clusters Score -1.657259e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -16575883.000000 Penalty: 5748.987793
	Iteration 6F: 3 clusters Score -1.657588e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -16580842.000000 Penalty: 5748.987793
	Iteration 7F: 3 clusters Score -1.658084e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -16587298.000000 Penalty: 5748.987793
	Iteration 8F: 3 clusters Score -1.65873e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -16594260.000000 Penalty: 5748.987793
	Iteration 9F: 3 clusters Score -1.659426e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -16599114.000000 Penalty: 5748.987793
	Iteration 10F: 3 clusters Score -1.659911e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16601658.000000 Penalty: 5748.987793
	Iteration 11Q: 3 clusters Score -1.660166e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16602721.000000 Penalty: 5748.987793
	Iteration 12Q: 3 clusters Score -1.660272e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16603118.000000 Penalty: 5748.987793
	Iteration 13Q: 3 clusters Score -1.660312e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16603308.000000 Penalty: 5748.987793
	Iteration 14Q: 3 clusters Score -1.660331e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16603399.000000 Penalty: 5748.987793
	Iteration 15Q: 3 clusters Score -1.66034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16603444.000000 Penalty: 5748.987793
	Iteration 16Q: 3 clusters Score -1.660344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16603482.000000 Penalty: 5748.987793
	Iteration 17Q: 3 clusters Score -1.660348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107754 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16603490.000000 Penalty: 5748.987793
	Iteration 18Q: 3 clusters Score -1.660349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16603508.000000 Penalty: 5748.987793
	Iteration 19Q: 3 clusters Score -1.660351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16603530.000000 Penalty: 5748.987793
	Iteration 20F: 3 clusters Score -1.660353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16603535.000000 Penalty: 5748.987793
	Iteration 21Q: 3 clusters Score -1.660354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16603533.000000 Penalty: 5748.987793
	Iteration 22Q: 3 clusters Score -1.660353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16603539.000000 Penalty: 5748.987793
	Iteration 23Q: 3 clusters Score -1.660354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16603538.000000 Penalty: 5748.987793
	Iteration 24Q: 3 clusters Score -1.660354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16603535.000000 Penalty: 5748.987793
	Iteration 25Q: 3 clusters Score -1.660354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16603531.000000 Penalty: 5748.987793
	Iteration 26Q: 3 clusters Score -1.660353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16603536.000000 Penalty: 5748.987793
	Iteration 27Q: 3 clusters Score -1.660354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16603533.000000 Penalty: 5748.987793
	Iteration 28Q: 3 clusters Score -1.660353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16603539.000000 Penalty: 5748.987793
	Iteration 29Q: 3 clusters Score -1.660354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16603544.000000 Penalty: 5748.987793
	Iteration 30Q: 3 clusters Score -1.660354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16603548.000000 Penalty: 5748.987793
	Iteration 31Q: 3 clusters Score -1.660355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16603542.000000 Penalty: 5748.987793
	Iteration 32Q: 3 clusters Score -1.660354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16603542.000000 Penalty: 5748.987793
	Iteration 33F: 3 clusters Score -1.660354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -55279.074219 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -55279.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53889.625000 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -53889.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54203.878906 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -54203.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54456.769531 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -54456.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54586.566406 Penalty: 3009.939209
	Iteration 3F: 3 clusters Score -54586.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54667.804688 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -54667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54701.824219 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -54701.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54748.007812 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -54748.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54842.218750 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -54842.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55032.132812 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -55032.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55075.761719 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -55075.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55119.574219 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -55119.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55137.414062 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -55137.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55164.414062 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -55164.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55188.359375 Penalty: 3009.939209
	Iteration 13Q: 3 clusters Score -55188.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55206.179688 Penalty: 3009.939209
	Iteration 14Q: 3 clusters Score -55206.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55230.355469 Penalty: 3009.939209
	Iteration 15Q: 3 clusters Score -55230.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55244.941406 Penalty: 3009.939209
	Iteration 16Q: 3 clusters Score -55244.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55256.156250 Penalty: 3009.939209
	Iteration 17Q: 3 clusters Score -55256.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55256.156250 Penalty: 3009.939209
	Iteration 18F: 3 clusters Score -55256.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -299045.562500 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -299045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -296424.750000 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -296424.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -296906.875000 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -296906.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -297023.187500 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -297023.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -297078.468750 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -297078.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -297106.812500 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -297106.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -297127.406250 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -297127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -297138.000000 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -297138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -297147.375000 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -297147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -297156.250000 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -297156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -297164.875000 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -297164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -297167.000000 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -297167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -297168.562500 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -297168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -297168.562500 Penalty: 3753.659912
	Iteration 12F: 3 clusters Score -297168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -715784.562500 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -715784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -711318.687500 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -711318.7 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -712497.687500 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -712497.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -712856.250000 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -712856.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -713207.687500 Penalty: 4210.339844
	Iteration 3F: 3 clusters Score -713207.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -713546.750000 Penalty: 4210.339844
	Iteration 4F: 3 clusters Score -713546.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -713794.062500 Penalty: 4210.339844
	Iteration 5F: 3 clusters Score -713794.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -713995.437500 Penalty: 4210.339844
	Iteration 6F: 3 clusters Score -713995.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -714157.187500 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -714157.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -714276.937500 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -714276.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -714359.625000 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -714359.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -714415.000000 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -714415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -714444.875000 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -714444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -714463.312500 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -714463.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -714478.750000 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -714478.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -714494.000000 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -714494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -714507.062500 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -714507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -714514.562500 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -714514.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -714521.437500 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -714521.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -714527.812500 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -714527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -714534.562500 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -714534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -714536.625000 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -714536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -714540.125000 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -714540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -714541.875000 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -714541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -714542.562500 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -714542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -714542.187500 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -714542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -714542.500000 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -714542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -714544.250000 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -714544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -714543.375000 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -714543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -714545.375000 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -714545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -714549.750000 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -714549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -714552.375000 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -714552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -714555.625000 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -714555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -714554.875000 Penalty: 4210.339844
	Iteration 32Q: 3 clusters Score -714554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -714555.625000 Penalty: 4210.339844
	Iteration 33Q: 3 clusters Score -714555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -714557.187500 Penalty: 4210.339844
	Iteration 34Q: 3 clusters Score -714557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -714557.937500 Penalty: 4210.339844
	Iteration 35Q: 3 clusters Score -714557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -714557.937500 Penalty: 4210.339844
	Iteration 36Q: 3 clusters Score -714557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -714560.187500 Penalty: 4210.339844
	Iteration 37Q: 3 clusters Score -714560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -714565.437500 Penalty: 4210.339844
	Iteration 38Q: 3 clusters Score -714565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -714573.437500 Penalty: 4210.339844
	Iteration 39Q: 3 clusters Score -714573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -714582.625000 Penalty: 4210.339844
	Iteration 40F: 3 clusters Score -714582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -714588.437500 Penalty: 4210.339844
	Iteration 41Q: 3 clusters Score -714588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -714591.437500 Penalty: 4210.339844
	Iteration 42Q: 3 clusters Score -714591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -714593.187500 Penalty: 4210.339844
	Iteration 43Q: 3 clusters Score -714593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -714594.312500 Penalty: 4210.339844
	Iteration 44Q: 3 clusters Score -714594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -714596.375000 Penalty: 4210.339844
	Iteration 45Q: 3 clusters Score -714596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -714595.500000 Penalty: 4210.339844
	Iteration 46Q: 3 clusters Score -714595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -714596.437500 Penalty: 4210.339844
	Iteration 47Q: 3 clusters Score -714596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -714596.750000 Penalty: 4210.339844
	Iteration 48Q: 3 clusters Score -714596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -714596.750000 Penalty: 4210.339844
	Iteration 49F: 3 clusters Score -714596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -2343969.000000 Penalty: 2410.049316
	Iteration 0F: 2 clusters Score -2343969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2332025.750000 Penalty: 4820.098633
	Iteration 0F: 3 clusters Score -2332026 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2336177.750000 Penalty: 4820.098633
	Iteration 1F: 3 clusters Score -2336178 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2336812.250000 Penalty: 4820.098633
	Iteration 2F: 3 clusters Score -2336812 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2337497.000000 Penalty: 4820.098633
	Iteration 3F: 3 clusters Score -2337497 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2338277.000000 Penalty: 4820.098633
	Iteration 4F: 3 clusters Score -2338277 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2339046.000000 Penalty: 4820.098633
	Iteration 5F: 3 clusters Score -2339046 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2339784.750000 Penalty: 4820.098633
	Iteration 6F: 3 clusters Score -2339785 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2340445.500000 Penalty: 4820.098633
	Iteration 7F: 3 clusters Score -2340446 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2340955.750000 Penalty: 4820.098633
	Iteration 8Q: 3 clusters Score -2340956 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2341323.250000 Penalty: 4820.098633
	Iteration 9Q: 3 clusters Score -2341323 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2341591.750000 Penalty: 4820.098633
	Iteration 10Q: 3 clusters Score -2341592 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2341788.750000 Penalty: 4820.098633
	Iteration 11Q: 3 clusters Score -2341789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2341957.750000 Penalty: 4820.098633
	Iteration 12Q: 3 clusters Score -2341958 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2342074.750000 Penalty: 4820.098633
	Iteration 13Q: 3 clusters Score -2342075 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2342160.250000 Penalty: 4820.098633
	Iteration 14Q: 3 clusters Score -2342160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2342220.250000 Penalty: 4820.098633
	Iteration 15Q: 3 clusters Score -2342220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2342263.000000 Penalty: 4820.098633
	Iteration 16Q: 3 clusters Score -2342263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2342301.250000 Penalty: 4820.098633
	Iteration 17Q: 3 clusters Score -2342301 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2342324.250000 Penalty: 4820.098633
	Iteration 18Q: 3 clusters Score -2342324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2342350.000000 Penalty: 4820.098633
	Iteration 19Q: 3 clusters Score -2342350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2342371.750000 Penalty: 4820.098633
	Iteration 20F: 3 clusters Score -2342372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2342380.000000 Penalty: 4820.098633
	Iteration 21Q: 3 clusters Score -2342380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2342393.750000 Penalty: 4820.098633
	Iteration 22Q: 3 clusters Score -2342394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2342406.000000 Penalty: 4820.098633
	Iteration 23Q: 3 clusters Score -2342406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2342412.250000 Penalty: 4820.098633
	Iteration 24Q: 3 clusters Score -2342412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2342420.250000 Penalty: 4820.098633
	Iteration 25Q: 3 clusters Score -2342420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2342424.500000 Penalty: 4820.098633
	Iteration 26Q: 3 clusters Score -2342424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2342424.750000 Penalty: 4820.098633
	Iteration 27Q: 3 clusters Score -2342425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2342418.500000 Penalty: 4820.098633
	Iteration 28Q: 3 clusters Score -2342418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2342427.000000 Penalty: 4820.098633
	Iteration 29Q: 3 clusters Score -2342427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2342429.500000 Penalty: 4820.098633
	Iteration 30Q: 3 clusters Score -2342430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2342429.000000 Penalty: 4820.098633
	Iteration 31Q: 3 clusters Score -2342429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2342432.750000 Penalty: 4820.098633
	Iteration 32Q: 3 clusters Score -2342433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2342433.000000 Penalty: 4820.098633
	Iteration 33Q: 3 clusters Score -2342433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2342432.000000 Penalty: 4820.098633
	Iteration 34Q: 3 clusters Score -2342432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2342440.000000 Penalty: 4820.098633
	Iteration 35Q: 3 clusters Score -2342440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2342444.000000 Penalty: 4820.098633
	Iteration 36Q: 3 clusters Score -2342444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2342447.500000 Penalty: 4820.098633
	Iteration 37Q: 3 clusters Score -2342448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2342447.750000 Penalty: 4820.098633
	Iteration 38Q: 3 clusters Score -2342448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2342447.750000 Penalty: 4820.098633
	Iteration 39Q: 3 clusters Score -2342448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2342455.000000 Penalty: 4820.098633
	Iteration 40F: 3 clusters Score -2342455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2342456.000000 Penalty: 4820.098633
	Iteration 41Q: 3 clusters Score -2342456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2342456.500000 Penalty: 4820.098633
	Iteration 42Q: 3 clusters Score -2342456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2342453.250000 Penalty: 4820.098633
	Iteration 43Q: 3 clusters Score -2342453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2342462.750000 Penalty: 4820.098633
	Iteration 44Q: 3 clusters Score -2342463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2342463.500000 Penalty: 4820.098633
	Iteration 45Q: 3 clusters Score -2342464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2342459.250000 Penalty: 4820.098633
	Iteration 46Q: 3 clusters Score -2342459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2342467.500000 Penalty: 4820.098633
	Iteration 47Q: 3 clusters Score -2342468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2342467.000000 Penalty: 4820.098633
	Iteration 48Q: 3 clusters Score -2342467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2342474.500000 Penalty: 4820.098633
	Iteration 49Q: 3 clusters Score -2342474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2342471.250000 Penalty: 4820.098633
	Iteration 50Q: 3 clusters Score -2342471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2342473.750000 Penalty: 4820.098633
	Iteration 51Q: 3 clusters Score -2342474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2342472.500000 Penalty: 4820.098633
	Iteration 52Q: 3 clusters Score -2342472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2342472.000000 Penalty: 4820.098633
	Iteration 53Q: 3 clusters Score -2342472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2342470.750000 Penalty: 4820.098633
	Iteration 54Q: 3 clusters Score -2342471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2342477.750000 Penalty: 4820.098633
	Iteration 55Q: 3 clusters Score -2342478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2342473.000000 Penalty: 4820.098633
	Iteration 56Q: 3 clusters Score -2342473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2342472.250000 Penalty: 4820.098633
	Iteration 57Q: 3 clusters Score -2342472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2342472.750000 Penalty: 4820.098633
	Iteration 58Q: 3 clusters Score -2342473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2342476.500000 Penalty: 4820.098633
	Iteration 59Q: 3 clusters Score -2342476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2342478.250000 Penalty: 4820.098633
	Iteration 60F: 3 clusters Score -2342478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2342478.500000 Penalty: 4820.098633
	Iteration 61Q: 3 clusters Score -2342478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2342475.500000 Penalty: 4820.098633
	Iteration 62Q: 3 clusters Score -2342476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2342477.750000 Penalty: 4820.098633
	Iteration 63Q: 3 clusters Score -2342478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2342476.250000 Penalty: 4820.098633
	Iteration 64Q: 3 clusters Score -2342476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2342476.250000 Penalty: 4820.098633
	Iteration 65F: 3 clusters Score -2342476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -2158446.500000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -2158446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2148280.000000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -2148280 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2151354.500000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -2151354 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2151710.500000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -2151710 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2152030.750000 Penalty: 4734.793457
	Iteration 3F: 3 clusters Score -2152031 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2152357.750000 Penalty: 4734.793457
	Iteration 4Q: 3 clusters Score -2152358 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2152761.750000 Penalty: 4734.793457
	Iteration 5F: 3 clusters Score -2152762 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2153301.000000 Penalty: 4734.793457
	Iteration 6F: 3 clusters Score -2153301 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2153944.750000 Penalty: 4734.793457
	Iteration 7F: 3 clusters Score -2153945 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2154674.500000 Penalty: 4734.793457
	Iteration 8F: 3 clusters Score -2154674 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2155326.250000 Penalty: 4734.793457
	Iteration 9F: 3 clusters Score -2155326 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2155785.750000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -2155786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2156075.750000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -2156076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2156250.750000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -2156251 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2156346.750000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -2156347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2156424.500000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -2156424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2156466.250000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -2156466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2156498.250000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -2156498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2156522.250000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -2156522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2156538.000000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -2156538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2156554.500000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -2156554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2156568.000000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -2156568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2156577.000000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -2156577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2156580.000000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -2156580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2156591.000000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -2156591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2156596.500000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -2156596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2156598.750000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -2156599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2156600.000000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -2156600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2156598.750000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -2156599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2156602.000000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -2156602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2156601.250000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -2156601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2156602.500000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -2156602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2156602.500000 Penalty: 4734.793457
	Iteration 31F: 3 clusters Score -2156602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Entering Unmasked Estep 
Score: -9148749.000000 Penalty: 2732.489990
	Iteration 0F: 2 clusters Score -9148749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -9107800.000000 Penalty: 5464.979980
	Iteration 0F: 3 clusters Score -9107800 nChanged 28495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9124383.000000 Penalty: 5464.979980
	Iteration 1F: 3 clusters Score -9124383 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -9125820.000000 Penalty: 5464.979980
	Iteration 2Q: 3 clusters Score -9125820 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -9127527.000000 Penalty: 5464.979980
	Iteration 3F: 3 clusters Score -9127527 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -9129492.000000 Penalty: 5464.979980
	Iteration 4F: 3 clusters Score -9129492 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -9131674.000000 Penalty: 5464.979980
	Iteration 5F: 3 clusters Score -9131674 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -9134032.000000 Penalty: 5464.979980
	Iteration 6F: 3 clusters Score -9134032 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -9136316.000000 Penalty: 5464.979980
	Iteration 7F: 3 clusters Score -9136316 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9138127.000000 Penalty: 5464.979980
	Iteration 8F: 3 clusters Score -9138127 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -9139306.000000 Penalty: 5464.979980
	Iteration 9Q: 3 clusters Score -9139306 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -9140180.000000 Penalty: 5464.979980
	Iteration 10Q: 3 clusters Score -9140180 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -9140890.000000 Penalty: 5464.979980
	Iteration 11Q: 3 clusters Score -9140890 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -9141480.000000 Penalty: 5464.979980
	Iteration 12Q: 3 clusters Score -9141480 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -9142095.000000 Penalty: 5464.979980
	Iteration 13Q: 3 clusters Score -9142095 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9142669.000000 Penalty: 5464.979980
	Iteration 14Q: 3 clusters Score -9142669 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9143154.000000 Penalty: 5464.979980
	Iteration 15Q: 3 clusters Score -9143154 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -9143660.000000 Penalty: 5464.979980
	Iteration 16Q: 3 clusters Score -9143660 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9144163.000000 Penalty: 5464.979980
	Iteration 17Q: 3 clusters Score -9144163 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -9144573.000000 Penalty: 5464.979980
	Iteration 18Q: 3 clusters Score -9144573 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -9144973.000000 Penalty: 5464.979980
	Iteration 19Q: 3 clusters Score -9144973 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -9145355.000000 Penalty: 5464.979980
	Iteration 20F: 3 clusters Score -9145355 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -9145692.000000 Penalty: 5464.979980
	Iteration 21Q: 3 clusters Score -9145692 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -9145943.000000 Penalty: 5464.979980
	Iteration 22Q: 3 clusters Score -9145943 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -9146186.000000 Penalty: 5464.979980
	Iteration 23Q: 3 clusters Score -9146186 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -9146324.000000 Penalty: 5464.979980
	Iteration 24Q: 3 clusters Score -9146324 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -9146519.000000 Penalty: 5464.979980
	Iteration 25Q: 3 clusters Score -9146519 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -9146653.000000 Penalty: 5464.979980
	Iteration 26Q: 3 clusters Score -9146653 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -9146745.000000 Penalty: 5464.979980
	Iteration 27Q: 3 clusters Score -9146745 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -9146806.000000 Penalty: 5464.979980
	Iteration 28Q: 3 clusters Score -9146806 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -9146850.000000 Penalty: 5464.979980
	Iteration 29Q: 3 clusters Score -9146850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -9146900.000000 Penalty: 5464.979980
	Iteration 30Q: 3 clusters Score -9146900 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -9146961.000000 Penalty: 5464.979980
	Iteration 31Q: 3 clusters Score -9146961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -9147038.000000 Penalty: 5464.979980
	Iteration 32Q: 3 clusters Score -9147038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -9147069.000000 Penalty: 5464.979980
	Iteration 33Q: 3 clusters Score -9147069 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -9147120.000000 Penalty: 5464.979980
	Iteration 34Q: 3 clusters Score -9147120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -9147127.000000 Penalty: 5464.979980
	Iteration 35Q: 3 clusters Score -9147127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -9147130.000000 Penalty: 5464.979980
	Iteration 36Q: 3 clusters Score -9147130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -9147151.000000 Penalty: 5464.979980
	Iteration 37Q: 3 clusters Score -9147151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -9147163.000000 Penalty: 5464.979980
	Iteration 38Q: 3 clusters Score -9147163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -9147192.000000 Penalty: 5464.979980
	Iteration 39Q: 3 clusters Score -9147192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -9147187.000000 Penalty: 5464.979980
	Iteration 40F: 3 clusters Score -9147187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -9147200.000000 Penalty: 5464.979980
	Iteration 41Q: 3 clusters Score -9147200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -9147215.000000 Penalty: 5464.979980
	Iteration 42Q: 3 clusters Score -9147215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -9147225.000000 Penalty: 5464.979980
	Iteration 43Q: 3 clusters Score -9147225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -9147231.000000 Penalty: 5464.979980
	Iteration 44Q: 3 clusters Score -9147231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -9147234.000000 Penalty: 5464.979980
	Iteration 45Q: 3 clusters Score -9147234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -9147242.000000 Penalty: 5464.979980
	Iteration 46Q: 3 clusters Score -9147242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -9147241.000000 Penalty: 5464.979980
	Iteration 47Q: 3 clusters Score -9147241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -9147235.000000 Penalty: 5464.979980
	Iteration 48Q: 3 clusters Score -9147235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -9147242.000000 Penalty: 5464.979980
	Iteration 49Q: 3 clusters Score -9147242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -9147254.000000 Penalty: 5464.979980
	Iteration 50Q: 3 clusters Score -9147254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -9147240.000000 Penalty: 5464.979980
	Iteration 51Q: 3 clusters Score -9147240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -9147250.000000 Penalty: 5464.979980
	Iteration 52Q: 3 clusters Score -9147250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -9147252.000000 Penalty: 5464.979980
	Iteration 53Q: 3 clusters Score -9147252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -9147235.000000 Penalty: 5464.979980
	Iteration 54Q: 3 clusters Score -9147235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -9147238.000000 Penalty: 5464.979980
	Iteration 55Q: 3 clusters Score -9147238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -9147250.000000 Penalty: 5464.979980
	Iteration 56Q: 3 clusters Score -9147250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -9147247.000000 Penalty: 5464.979980
	Iteration 57Q: 3 clusters Score -9147247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -9147257.000000 Penalty: 5464.979980
	Iteration 58Q: 3 clusters Score -9147257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -9147252.000000 Penalty: 5464.979980
	Iteration 59Q: 3 clusters Score -9147252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -9147257.000000 Penalty: 5464.979980
	Iteration 60F: 3 clusters Score -9147257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -9147240.000000 Penalty: 5464.979980
	Iteration 61Q: 3 clusters Score -9147240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -9147250.000000 Penalty: 5464.979980
	Iteration 62Q: 3 clusters Score -9147250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -9147248.000000 Penalty: 5464.979980
	Iteration 63Q: 3 clusters Score -9147248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -9147249.000000 Penalty: 5464.979980
	Iteration 64Q: 3 clusters Score -9147249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -9147252.000000 Penalty: 5464.979980
	Iteration 65Q: 3 clusters Score -9147252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -9147245.000000 Penalty: 5464.979980
	Iteration 66Q: 3 clusters Score -9147245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -9147258.000000 Penalty: 5464.979980
	Iteration 67Q: 3 clusters Score -9147258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -9147252.000000 Penalty: 5464.979980
	Iteration 68Q: 3 clusters Score -9147252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -9147264.000000 Penalty: 5464.979980
	Iteration 69Q: 3 clusters Score -9147264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -9147251.000000 Penalty: 5464.979980
	Iteration 70Q: 3 clusters Score -9147251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -9147261.000000 Penalty: 5464.979980
	Iteration 71Q: 3 clusters Score -9147261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -9147264.000000 Penalty: 5464.979980
	Iteration 72Q: 3 clusters Score -9147264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -9147259.000000 Penalty: 5464.979980
	Iteration 73Q: 3 clusters Score -9147259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -9147259.000000 Penalty: 5464.979980
	Iteration 74Q: 3 clusters Score -9147259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -9147255.000000 Penalty: 5464.979980
	Iteration 75Q: 3 clusters Score -9147255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -9147257.000000 Penalty: 5464.979980
	Iteration 76Q: 3 clusters Score -9147257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -9147250.000000 Penalty: 5464.979980
	Iteration 77Q: 3 clusters Score -9147250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -9147254.000000 Penalty: 5464.979980
	Iteration 78Q: 3 clusters Score -9147254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -9147256.000000 Penalty: 5464.979980
	Iteration 79Q: 3 clusters Score -9147256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -9147252.000000 Penalty: 5464.979980
	Iteration 80F: 3 clusters Score -9147252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -9147255.000000 Penalty: 5464.979980
	Iteration 81Q: 3 clusters Score -9147255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -9147255.000000 Penalty: 5464.979980
	Iteration 82Q: 3 clusters Score -9147255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -9147258.000000 Penalty: 5464.979980
	Iteration 83Q: 3 clusters Score -9147258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -9147262.000000 Penalty: 5464.979980
	Iteration 84Q: 3 clusters Score -9147262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -9147269.000000 Penalty: 5464.979980
	Iteration 85Q: 3 clusters Score -9147269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -9147268.000000 Penalty: 5464.979980
	Iteration 86Q: 3 clusters Score -9147268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -9147263.000000 Penalty: 5464.979980
	Iteration 87Q: 3 clusters Score -9147263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -9147259.000000 Penalty: 5464.979980
	Iteration 88Q: 3 clusters Score -9147259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -9147261.000000 Penalty: 5464.979980
	Iteration 89Q: 3 clusters Score -9147261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -9147267.000000 Penalty: 5464.979980
	Iteration 90Q: 3 clusters Score -9147267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -9147263.000000 Penalty: 5464.979980
	Iteration 91Q: 3 clusters Score -9147263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -9147263.000000 Penalty: 5464.979980
	Iteration 92Q: 3 clusters Score -9147263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -9147266.000000 Penalty: 5464.979980
	Iteration 93Q: 3 clusters Score -9147266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -9147269.000000 Penalty: 5464.979980
	Iteration 94Q: 3 clusters Score -9147269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -9147268.000000 Penalty: 5464.979980
	Iteration 95Q: 3 clusters Score -9147268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -9147268.000000 Penalty: 5464.979980
	Iteration 96F: 3 clusters Score -9147268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25421.226562 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25421.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24394.929688 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24394.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24512.359375 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24512.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24575.091797 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -24575.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24613.896484 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24630.765625 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24630.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24633.794922 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24633.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24641.804688 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24646.441406 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24646.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24646.441406 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -24646.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Entering Unmasked Estep 
Score: -5047483.000000 Penalty: 2577.954346
	Iteration 0F: 2 clusters Score -5047483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5025083.500000 Penalty: 5155.908691
	Iteration 0F: 3 clusters Score -5025084 nChanged 14795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5033082.500000 Penalty: 5155.908691
	Iteration 1F: 3 clusters Score -5033082 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -5033513.000000 Penalty: 5155.908691
	Iteration 2Q: 3 clusters Score -5033513 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5033856.000000 Penalty: 5155.908691
	Iteration 3Q: 3 clusters Score -5033856 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5034117.000000 Penalty: 5155.908691
	Iteration 4Q: 3 clusters Score -5034117 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5034432.000000 Penalty: 5155.908691
	Iteration 5Q: 3 clusters Score -5034432 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5034799.500000 Penalty: 5155.908691
	Iteration 6Q: 3 clusters Score -5034800 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5035274.500000 Penalty: 5155.908691
	Iteration 7Q: 3 clusters Score -5035274 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -5035998.000000 Penalty: 5155.908691
	Iteration 8Q: 3 clusters Score -5035998 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5037066.000000 Penalty: 5155.908691
	Iteration 9F: 3 clusters Score -5037066 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5038610.000000 Penalty: 5155.908691
	Iteration 10F: 3 clusters Score -5038610 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5040541.500000 Penalty: 5155.908691
	Iteration 11F: 3 clusters Score -5040542 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5042371.500000 Penalty: 5155.908691
	Iteration 12F: 3 clusters Score -5042372 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5043719.000000 Penalty: 5155.908691
	Iteration 13Q: 3 clusters Score -5043719 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5044499.500000 Penalty: 5155.908691
	Iteration 14Q: 3 clusters Score -5044500 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5044864.000000 Penalty: 5155.908691
	Iteration 15Q: 3 clusters Score -5044864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5045052.500000 Penalty: 5155.908691
	Iteration 16Q: 3 clusters Score -5045052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5045134.000000 Penalty: 5155.908691
	Iteration 17Q: 3 clusters Score -5045134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5045173.500000 Penalty: 5155.908691
	Iteration 18Q: 3 clusters Score -5045174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5045209.000000 Penalty: 5155.908691
	Iteration 19Q: 3 clusters Score -5045209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5045230.000000 Penalty: 5155.908691
	Iteration 20F: 3 clusters Score -5045230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5045230.500000 Penalty: 5155.908691
	Iteration 21Q: 3 clusters Score -5045230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5045239.500000 Penalty: 5155.908691
	Iteration 22Q: 3 clusters Score -5045240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5045250.500000 Penalty: 5155.908691
	Iteration 23Q: 3 clusters Score -5045250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5045259.000000 Penalty: 5155.908691
	Iteration 24Q: 3 clusters Score -5045259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5045274.500000 Penalty: 5155.908691
	Iteration 25Q: 3 clusters Score -5045274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5045271.500000 Penalty: 5155.908691
	Iteration 26Q: 3 clusters Score -5045272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5045277.000000 Penalty: 5155.908691
	Iteration 27Q: 3 clusters Score -5045277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5045281.000000 Penalty: 5155.908691
	Iteration 28Q: 3 clusters Score -5045281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5045282.000000 Penalty: 5155.908691
	Iteration 29Q: 3 clusters Score -5045282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5045285.000000 Penalty: 5155.908691
	Iteration 30Q: 3 clusters Score -5045285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5045280.000000 Penalty: 5155.908691
	Iteration 31Q: 3 clusters Score -5045280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5045285.000000 Penalty: 5155.908691
	Iteration 32Q: 3 clusters Score -5045285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5045283.500000 Penalty: 5155.908691
	Iteration 33Q: 3 clusters Score -5045284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5045295.000000 Penalty: 5155.908691
	Iteration 34Q: 3 clusters Score -5045295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5045296.500000 Penalty: 5155.908691
	Iteration 35Q: 3 clusters Score -5045296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5045294.000000 Penalty: 5155.908691
	Iteration 36Q: 3 clusters Score -5045294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5045294.000000 Penalty: 5155.908691
	Iteration 37F: 3 clusters Score -5045294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Entering Unmasked Estep 
Score: -10079688.000000 Penalty: 2747.016846
	Iteration 0F: 2 clusters Score -1.007969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -10036855.000000 Penalty: 5494.033691
	Iteration 0F: 3 clusters Score -1.003686e+07 nChanged 30024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -10053669.000000 Penalty: 5494.033691
	Iteration 1F: 3 clusters Score -1.005367e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -10054323.000000 Penalty: 5494.033691
	Iteration 2Q: 3 clusters Score -1.005432e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -10055191.000000 Penalty: 5494.033691
	Iteration 3Q: 3 clusters Score -1.005519e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -10056467.000000 Penalty: 5494.033691
	Iteration 4Q: 3 clusters Score -1.005647e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -10058716.000000 Penalty: 5494.033691
	Iteration 5F: 3 clusters Score -1.005872e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -10062466.000000 Penalty: 5494.033691
	Iteration 6F: 3 clusters Score -1.006247e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -10067211.000000 Penalty: 5494.033691
	Iteration 7F: 3 clusters Score -1.006721e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10072084.000000 Penalty: 5494.033691
	Iteration 8F: 3 clusters Score -1.007208e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10075195.000000 Penalty: 5494.033691
	Iteration 9Q: 3 clusters Score -1.00752e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10076527.000000 Penalty: 5494.033691
	Iteration 10Q: 3 clusters Score -1.007653e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10076939.000000 Penalty: 5494.033691
	Iteration 11Q: 3 clusters Score -1.007694e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10077061.000000 Penalty: 5494.033691
	Iteration 12Q: 3 clusters Score -1.007706e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10077174.000000 Penalty: 5494.033691
	Iteration 13Q: 3 clusters Score -1.007717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10077212.000000 Penalty: 5494.033691
	Iteration 14Q: 3 clusters Score -1.007721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10077221.000000 Penalty: 5494.033691
	Iteration 15Q: 3 clusters Score -1.007722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10077240.000000 Penalty: 5494.033691
	Iteration 16Q: 3 clusters Score -1.007724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10077251.000000 Penalty: 5494.033691
	Iteration 17Q: 3 clusters Score -1.007725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10077255.000000 Penalty: 5494.033691
	Iteration 18Q: 3 clusters Score -1.007726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10077276.000000 Penalty: 5494.033691
	Iteration 19Q: 3 clusters Score -1.007728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10077283.000000 Penalty: 5494.033691
	Iteration 20F: 3 clusters Score -1.007728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10077287.000000 Penalty: 5494.033691
	Iteration 21Q: 3 clusters Score -1.007729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10077287.000000 Penalty: 5494.033691
	Iteration 22Q: 3 clusters Score -1.007729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10077309.000000 Penalty: 5494.033691
	Iteration 23Q: 3 clusters Score -1.007731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10077312.000000 Penalty: 5494.033691
	Iteration 24Q: 3 clusters Score -1.007731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10077313.000000 Penalty: 5494.033691
	Iteration 25Q: 3 clusters Score -1.007731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10077310.000000 Penalty: 5494.033691
	Iteration 26Q: 3 clusters Score -1.007731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10077319.000000 Penalty: 5494.033691
	Iteration 27Q: 3 clusters Score -1.007732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10077315.000000 Penalty: 5494.033691
	Iteration 28Q: 3 clusters Score -1.007732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10077312.000000 Penalty: 5494.033691
	Iteration 29Q: 3 clusters Score -1.007731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10077312.000000 Penalty: 5494.033691
	Iteration 30F: 3 clusters Score -1.007731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Entering Unmasked Estep 
Score: -15140815.000000 Penalty: 2849.926758
	Iteration 0F: 2 clusters Score -1.514082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -15076843.000000 Penalty: 5699.853516
	Iteration 0F: 3 clusters Score -1.507684e+07 nChanged 46395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -15104835.000000 Penalty: 5699.853516
	Iteration 1F: 3 clusters Score -1.510484e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -15106661.000000 Penalty: 5699.853516
	Iteration 2Q: 3 clusters Score -1.510666e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -15109612.000000 Penalty: 5699.853516
	Iteration 3F: 3 clusters Score -1.510961e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -15114397.000000 Penalty: 5699.853516
	Iteration 4F: 3 clusters Score -1.51144e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -15121179.000000 Penalty: 5699.853516
	Iteration 5F: 3 clusters Score -1.512118e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -15128179.000000 Penalty: 5699.853516
	Iteration 6F: 3 clusters Score -1.512818e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -15133693.000000 Penalty: 5699.853516
	Iteration 7F: 3 clusters Score -1.513369e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -15136637.000000 Penalty: 5699.853516
	Iteration 8Q: 3 clusters Score -1.513664e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -15137764.000000 Penalty: 5699.853516
	Iteration 9Q: 3 clusters Score -1.513776e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -15138170.000000 Penalty: 5699.853516
	Iteration 10Q: 3 clusters Score -1.513817e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -15138410.000000 Penalty: 5699.853516
	Iteration 11Q: 3 clusters Score -1.513841e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -15138487.000000 Penalty: 5699.853516
	Iteration 12Q: 3 clusters Score -1.513849e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -15138549.000000 Penalty: 5699.853516
	Iteration 13Q: 3 clusters Score -1.513855e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -15138603.000000 Penalty: 5699.853516
	Iteration 14Q: 3 clusters Score -1.51386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -15138616.000000 Penalty: 5699.853516
	Iteration 15Q: 3 clusters Score -1.513862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -15138629.000000 Penalty: 5699.853516
	Iteration 16Q: 3 clusters Score -1.513863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -15138629.000000 Penalty: 5699.853516
	Iteration 17Q: 3 clusters Score -1.513863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -15138646.000000 Penalty: 5699.853516
	Iteration 18Q: 3 clusters Score -1.513865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -15138662.000000 Penalty: 5699.853516
	Iteration 19Q: 3 clusters Score -1.513866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -15138656.000000 Penalty: 5699.853516
	Iteration 20F: 3 clusters Score -1.513866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -15138657.000000 Penalty: 5699.853516
	Iteration 21Q: 3 clusters Score -1.513866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -15138649.000000 Penalty: 5699.853516
	Iteration 22Q: 3 clusters Score -1.513865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -15138660.000000 Penalty: 5699.853516
	Iteration 23Q: 3 clusters Score -1.513866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -15138677.000000 Penalty: 5699.853516
	Iteration 24Q: 3 clusters Score -1.513868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -15138680.000000 Penalty: 5699.853516
	Iteration 25Q: 3 clusters Score -1.513868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -15138666.000000 Penalty: 5699.853516
	Iteration 26Q: 3 clusters Score -1.513867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -15138680.000000 Penalty: 5699.853516
	Iteration 27Q: 3 clusters Score -1.513868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -15138677.000000 Penalty: 5699.853516
	Iteration 28Q: 3 clusters Score -1.513868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -15138679.000000 Penalty: 5699.853516
	Iteration 29Q: 3 clusters Score -1.513868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -15138677.000000 Penalty: 5699.853516
	Iteration 30Q: 3 clusters Score -1.513868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -15138676.000000 Penalty: 5699.853516
	Iteration 31Q: 3 clusters Score -1.513868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -15138668.000000 Penalty: 5699.853516
	Iteration 32Q: 3 clusters Score -1.513867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -15138665.000000 Penalty: 5699.853516
	Iteration 33Q: 3 clusters Score -1.513866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -15138669.000000 Penalty: 5699.853516
	Iteration 34Q: 3 clusters Score -1.513867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -15138672.000000 Penalty: 5699.853516
	Iteration 35Q: 3 clusters Score -1.513867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -15138672.000000 Penalty: 5699.853516
	Iteration 36F: 3 clusters Score -1.513867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -347265.937500 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -347265.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -344368.000000 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -344368 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -344966.500000 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -344966.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -345187.812500 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -345187.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -345352.687500 Penalty: 3874.135986
	Iteration 3F: 3 clusters Score -345352.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345488.281250 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -345488.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -345587.656250 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -345587.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -345675.562500 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -345675.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -345762.031250 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -345762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -345823.093750 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -345823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -345864.062500 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -345864.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -345923.250000 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -345923.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -345960.312500 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -345960.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -345986.000000 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -345986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -346009.062500 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -346009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346026.406250 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -346026.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -346042.500000 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -346042.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -346050.281250 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -346050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -346054.718750 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -346054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -346059.437500 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -346059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -346060.812500 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -346060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -346061.875000 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -346061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -346061.968750 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -346062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -346061.968750 Penalty: 3874.135986
	Iteration 22F: 3 clusters Score -346062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Entering Unmasked Estep 
Score: -17988040.000000 Penalty: 2893.928223
	Iteration 0F: 2 clusters Score -1.798804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -17913432.000000 Penalty: 5787.856445
	Iteration 0F: 3 clusters Score -1.791343e+07 nChanged 55435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -17945088.000000 Penalty: 5787.856445
	Iteration 1F: 3 clusters Score -1.794509e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -17946148.000000 Penalty: 5787.856445
	Iteration 2Q: 3 clusters Score -1.794615e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -17947638.000000 Penalty: 5787.856445
	Iteration 3Q: 3 clusters Score -1.794764e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -17950164.000000 Penalty: 5787.856445
	Iteration 4Q: 3 clusters Score -1.795016e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -17954778.000000 Penalty: 5787.856445
	Iteration 5F: 3 clusters Score -1.795478e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -17961560.000000 Penalty: 5787.856445
	Iteration 6F: 3 clusters Score -1.796156e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -17970258.000000 Penalty: 5787.856445
	Iteration 7F: 3 clusters Score -1.797026e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -17977822.000000 Penalty: 5787.856445
	Iteration 8F: 3 clusters Score -1.797782e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -17981478.000000 Penalty: 5787.856445
	Iteration 9Q: 3 clusters Score -1.798148e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -17983146.000000 Penalty: 5787.856445
	Iteration 10Q: 3 clusters Score -1.798315e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -17984184.000000 Penalty: 5787.856445
	Iteration 11Q: 3 clusters Score -1.798418e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -17985056.000000 Penalty: 5787.856445
	Iteration 12Q: 3 clusters Score -1.798506e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 5787.856445
	Iteration 13Q: 3 clusters Score -1.798586e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -17986402.000000 Penalty: 5787.856445
	Iteration 14Q: 3 clusters Score -1.79864e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -17986856.000000 Penalty: 5787.856445
	Iteration 15Q: 3 clusters Score -1.798686e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -17987214.000000 Penalty: 5787.856445
	Iteration 16Q: 3 clusters Score -1.798721e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -17987488.000000 Penalty: 5787.856445
	Iteration 17Q: 3 clusters Score -1.798749e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -17987770.000000 Penalty: 5787.856445
	Iteration 18Q: 3 clusters Score -1.798777e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -17987934.000000 Penalty: 5787.856445
	Iteration 19Q: 3 clusters Score -1.798793e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -17988016.000000 Penalty: 5787.856445
	Iteration 20F: 3 clusters Score -1.798802e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -17988190.000000 Penalty: 5787.856445
	Iteration 21Q: 3 clusters Score -1.798819e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -17988188.000000 Penalty: 5787.856445
	Iteration 22Q: 3 clusters Score -1.798819e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -17988248.000000 Penalty: 5787.856445
	Iteration 23Q: 3 clusters Score -1.798825e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -17988366.000000 Penalty: 5787.856445
	Iteration 24Q: 3 clusters Score -1.798837e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -17988360.000000 Penalty: 5787.856445
	Iteration 25Q: 3 clusters Score -1.798836e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -17988310.000000 Penalty: 5787.856445
	Iteration 26Q: 3 clusters Score -1.798831e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -17988300.000000 Penalty: 5787.856445
	Iteration 27Q: 3 clusters Score -1.79883e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -17988320.000000 Penalty: 5787.856445
	Iteration 28Q: 3 clusters Score -1.798832e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -17988276.000000 Penalty: 5787.856445
	Iteration 29Q: 3 clusters Score -1.798828e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -17988200.000000 Penalty: 5787.856445
	Iteration 30Q: 3 clusters Score -1.79882e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -17988088.000000 Penalty: 5787.856445
	Iteration 31Q: 3 clusters Score -1.798809e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -17987994.000000 Penalty: 5787.856445
	Iteration 32Q: 3 clusters Score -1.798799e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -17987968.000000 Penalty: 5787.856445
	Iteration 33Q: 3 clusters Score -1.798797e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -17987888.000000 Penalty: 5787.856445
	Iteration 34Q: 3 clusters Score -1.798789e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -17987864.000000 Penalty: 5787.856445
	Iteration 35Q: 3 clusters Score -1.798786e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -17987766.000000 Penalty: 5787.856445
	Iteration 36Q: 3 clusters Score -1.798777e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -17987768.000000 Penalty: 5787.856445
	Iteration 37Q: 3 clusters Score -1.798777e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -17987702.000000 Penalty: 5787.856445
	Iteration 38Q: 3 clusters Score -1.79877e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -17987656.000000 Penalty: 5787.856445
	Iteration 39Q: 3 clusters Score -1.798766e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -17987626.000000 Penalty: 5787.856445
	Iteration 40F: 3 clusters Score -1.798763e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -17987604.000000 Penalty: 5787.856445
	Iteration 41Q: 3 clusters Score -1.79876e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -17987566.000000 Penalty: 5787.856445
	Iteration 42Q: 3 clusters Score -1.798757e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -17987524.000000 Penalty: 5787.856445
	Iteration 43Q: 3 clusters Score -1.798752e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -17987490.000000 Penalty: 5787.856445
	Iteration 44Q: 3 clusters Score -1.798749e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -17987462.000000 Penalty: 5787.856445
	Iteration 45Q: 3 clusters Score -1.798746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -17987420.000000 Penalty: 5787.856445
	Iteration 46Q: 3 clusters Score -1.798742e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 113119 members 
Entering Unmasked Estep 
Score: -17987374.000000 Penalty: 5787.856445
	Iteration 47Q: 3 clusters Score -1.798737e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -17987326.000000 Penalty: 5787.856445
	Iteration 48Q: 3 clusters Score -1.798733e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -17987300.000000 Penalty: 5787.856445
	Iteration 49Q: 3 clusters Score -1.79873e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -17987264.000000 Penalty: 5787.856445
	Iteration 50Q: 3 clusters Score -1.798726e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 113454 members 
Entering Unmasked Estep 
Score: -17987244.000000 Penalty: 5787.856445
	Iteration 51Q: 3 clusters Score -1.798724e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -17987260.000000 Penalty: 5787.856445
	Iteration 52Q: 3 clusters Score -1.798726e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -17987240.000000 Penalty: 5787.856445
	Iteration 53Q: 3 clusters Score -1.798724e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -17987216.000000 Penalty: 5787.856445
	Iteration 54Q: 3 clusters Score -1.798722e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -17987186.000000 Penalty: 5787.856445
	Iteration 55Q: 3 clusters Score -1.798719e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -17987166.000000 Penalty: 5787.856445
	Iteration 56Q: 3 clusters Score -1.798717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -17987142.000000 Penalty: 5787.856445
	Iteration 57Q: 3 clusters Score -1.798714e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -17987124.000000 Penalty: 5787.856445
	Iteration 58Q: 3 clusters Score -1.798712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -17987104.000000 Penalty: 5787.856445
	Iteration 59Q: 3 clusters Score -1.79871e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -17987100.000000 Penalty: 5787.856445
	Iteration 60F: 3 clusters Score -1.79871e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -17987046.000000 Penalty: 5787.856445
	Iteration 61Q: 3 clusters Score -1.798705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -17987030.000000 Penalty: 5787.856445
	Iteration 62Q: 3 clusters Score -1.798703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -17987030.000000 Penalty: 5787.856445
	Iteration 63Q: 3 clusters Score -1.798703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 114280 members 
Entering Unmasked Estep 
Score: -17987004.000000 Penalty: 5787.856445
	Iteration 64Q: 3 clusters Score -1.7987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -17987008.000000 Penalty: 5787.856445
	Iteration 65Q: 3 clusters Score -1.798701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -17986988.000000 Penalty: 5787.856445
	Iteration 66Q: 3 clusters Score -1.798699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -17986978.000000 Penalty: 5787.856445
	Iteration 67Q: 3 clusters Score -1.798698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -17986982.000000 Penalty: 5787.856445
	Iteration 68Q: 3 clusters Score -1.798698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -17986992.000000 Penalty: 5787.856445
	Iteration 69Q: 3 clusters Score -1.798699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -17986968.000000 Penalty: 5787.856445
	Iteration 70Q: 3 clusters Score -1.798697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -17986954.000000 Penalty: 5787.856445
	Iteration 71Q: 3 clusters Score -1.798695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -17986942.000000 Penalty: 5787.856445
	Iteration 72Q: 3 clusters Score -1.798694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -17986930.000000 Penalty: 5787.856445
	Iteration 73Q: 3 clusters Score -1.798693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -17986914.000000 Penalty: 5787.856445
	Iteration 74Q: 3 clusters Score -1.798691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -17986930.000000 Penalty: 5787.856445
	Iteration 75Q: 3 clusters Score -1.798693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -17986914.000000 Penalty: 5787.856445
	Iteration 76Q: 3 clusters Score -1.798691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -17986904.000000 Penalty: 5787.856445
	Iteration 77Q: 3 clusters Score -1.79869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -17986934.000000 Penalty: 5787.856445
	Iteration 78Q: 3 clusters Score -1.798693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -17986946.000000 Penalty: 5787.856445
	Iteration 79Q: 3 clusters Score -1.798695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -17986936.000000 Penalty: 5787.856445
	Iteration 80F: 3 clusters Score -1.798694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 114744 members 
Entering Unmasked Estep 
Score: -17986948.000000 Penalty: 5787.856445
	Iteration 81Q: 3 clusters Score -1.798695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -17986946.000000 Penalty: 5787.856445
	Iteration 82Q: 3 clusters Score -1.798695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -17986936.000000 Penalty: 5787.856445
	Iteration 83Q: 3 clusters Score -1.798694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -17986938.000000 Penalty: 5787.856445
	Iteration 84Q: 3 clusters Score -1.798694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -17986922.000000 Penalty: 5787.856445
	Iteration 85Q: 3 clusters Score -1.798692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -17986916.000000 Penalty: 5787.856445
	Iteration 86Q: 3 clusters Score -1.798692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 114818 members 
Entering Unmasked Estep 
Score: -17986916.000000 Penalty: 5787.856445
	Iteration 87Q: 3 clusters Score -1.798692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -17986916.000000 Penalty: 5787.856445
	Iteration 88Q: 3 clusters Score -1.798692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -17986922.000000 Penalty: 5787.856445
	Iteration 89Q: 3 clusters Score -1.798692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -17986922.000000 Penalty: 5787.856445
	Iteration 90F: 3 clusters Score -1.798692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Entering Unmasked Estep 
Score: -2852972.000000 Penalty: 2434.156738
	Iteration 0F: 2 clusters Score -2852972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2839900.750000 Penalty: 4868.313477
	Iteration 0F: 3 clusters Score -2839901 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2844225.000000 Penalty: 4868.313477
	Iteration 1F: 3 clusters Score -2844225 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2844562.500000 Penalty: 4868.313477
	Iteration 2F: 3 clusters Score -2844562 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2844801.250000 Penalty: 4868.313477
	Iteration 3Q: 3 clusters Score -2844801 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2845014.000000 Penalty: 4868.313477
	Iteration 4Q: 3 clusters Score -2845014 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2845218.000000 Penalty: 4868.313477
	Iteration 5Q: 3 clusters Score -2845218 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2845437.500000 Penalty: 4868.313477
	Iteration 6Q: 3 clusters Score -2845438 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2845676.500000 Penalty: 4868.313477
	Iteration 7Q: 3 clusters Score -2845676 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2845969.500000 Penalty: 4868.313477
	Iteration 8Q: 3 clusters Score -2845970 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2846304.500000 Penalty: 4868.313477
	Iteration 9Q: 3 clusters Score -2846304 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2846662.000000 Penalty: 4868.313477
	Iteration 10Q: 3 clusters Score -2846662 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2847139.250000 Penalty: 4868.313477
	Iteration 11Q: 3 clusters Score -2847139 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2847749.500000 Penalty: 4868.313477
	Iteration 12F: 3 clusters Score -2847750 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2848371.500000 Penalty: 4868.313477
	Iteration 13F: 3 clusters Score -2848372 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2848879.250000 Penalty: 4868.313477
	Iteration 14Q: 3 clusters Score -2848879 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2849246.250000 Penalty: 4868.313477
	Iteration 15Q: 3 clusters Score -2849246 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2849421.750000 Penalty: 4868.313477
	Iteration 16Q: 3 clusters Score -2849422 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2849528.500000 Penalty: 4868.313477
	Iteration 17Q: 3 clusters Score -2849528 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2849601.000000 Penalty: 4868.313477
	Iteration 18Q: 3 clusters Score -2849601 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2849644.000000 Penalty: 4868.313477
	Iteration 19Q: 3 clusters Score -2849644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2849684.250000 Penalty: 4868.313477
	Iteration 20F: 3 clusters Score -2849684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2849718.000000 Penalty: 4868.313477
	Iteration 21Q: 3 clusters Score -2849718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2849743.000000 Penalty: 4868.313477
	Iteration 22Q: 3 clusters Score -2849743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2849770.000000 Penalty: 4868.313477
	Iteration 23Q: 3 clusters Score -2849770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2849793.500000 Penalty: 4868.313477
	Iteration 24Q: 3 clusters Score -2849794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2849816.250000 Penalty: 4868.313477
	Iteration 25Q: 3 clusters Score -2849816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2849850.000000 Penalty: 4868.313477
	Iteration 26Q: 3 clusters Score -2849850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2849869.500000 Penalty: 4868.313477
	Iteration 27Q: 3 clusters Score -2849870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2849890.000000 Penalty: 4868.313477
	Iteration 28Q: 3 clusters Score -2849890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2849902.750000 Penalty: 4868.313477
	Iteration 29Q: 3 clusters Score -2849903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2849917.500000 Penalty: 4868.313477
	Iteration 30Q: 3 clusters Score -2849918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2849927.000000 Penalty: 4868.313477
	Iteration 31Q: 3 clusters Score -2849927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2849943.000000 Penalty: 4868.313477
	Iteration 32Q: 3 clusters Score -2849943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2849958.250000 Penalty: 4868.313477
	Iteration 33Q: 3 clusters Score -2849958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2849967.750000 Penalty: 4868.313477
	Iteration 34Q: 3 clusters Score -2849968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2849978.250000 Penalty: 4868.313477
	Iteration 35Q: 3 clusters Score -2849978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2849991.750000 Penalty: 4868.313477
	Iteration 36Q: 3 clusters Score -2849992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2850011.250000 Penalty: 4868.313477
	Iteration 37Q: 3 clusters Score -2850011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2850016.000000 Penalty: 4868.313477
	Iteration 38Q: 3 clusters Score -2850016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2850025.000000 Penalty: 4868.313477
	Iteration 39Q: 3 clusters Score -2850025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2850034.750000 Penalty: 4868.313477
	Iteration 40F: 3 clusters Score -2850035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2850031.500000 Penalty: 4868.313477
	Iteration 41Q: 3 clusters Score -2850032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2850039.000000 Penalty: 4868.313477
	Iteration 42Q: 3 clusters Score -2850039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2850054.250000 Penalty: 4868.313477
	Iteration 43Q: 3 clusters Score -2850054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2850066.750000 Penalty: 4868.313477
	Iteration 44Q: 3 clusters Score -2850067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2850075.500000 Penalty: 4868.313477
	Iteration 45Q: 3 clusters Score -2850076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2850078.500000 Penalty: 4868.313477
	Iteration 46Q: 3 clusters Score -2850078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2850088.000000 Penalty: 4868.313477
	Iteration 47Q: 3 clusters Score -2850088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2850088.750000 Penalty: 4868.313477
	Iteration 48Q: 3 clusters Score -2850089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2850098.750000 Penalty: 4868.313477
	Iteration 49Q: 3 clusters Score -2850099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2850114.500000 Penalty: 4868.313477
	Iteration 50Q: 3 clusters Score -2850114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2850127.500000 Penalty: 4868.313477
	Iteration 51Q: 3 clusters Score -2850128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2850145.250000 Penalty: 4868.313477
	Iteration 52Q: 3 clusters Score -2850145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2850162.750000 Penalty: 4868.313477
	Iteration 53Q: 3 clusters Score -2850163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2850176.750000 Penalty: 4868.313477
	Iteration 54Q: 3 clusters Score -2850177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2850182.250000 Penalty: 4868.313477
	Iteration 55Q: 3 clusters Score -2850182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2850193.750000 Penalty: 4868.313477
	Iteration 56Q: 3 clusters Score -2850194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2850200.000000 Penalty: 4868.313477
	Iteration 57Q: 3 clusters Score -2850200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2850216.250000 Penalty: 4868.313477
	Iteration 58Q: 3 clusters Score -2850216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2850223.250000 Penalty: 4868.313477
	Iteration 59Q: 3 clusters Score -2850223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2850241.250000 Penalty: 4868.313477
	Iteration 60F: 3 clusters Score -2850241 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2850264.750000 Penalty: 4868.313477
	Iteration 61Q: 3 clusters Score -2850265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2850288.750000 Penalty: 4868.313477
	Iteration 62Q: 3 clusters Score -2850289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2850298.000000 Penalty: 4868.313477
	Iteration 63Q: 3 clusters Score -2850298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2850307.000000 Penalty: 4868.313477
	Iteration 64Q: 3 clusters Score -2850307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2850331.000000 Penalty: 4868.313477
	Iteration 65Q: 3 clusters Score -2850331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2850344.750000 Penalty: 4868.313477
	Iteration 66Q: 3 clusters Score -2850345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2850363.500000 Penalty: 4868.313477
	Iteration 67Q: 3 clusters Score -2850364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2850378.750000 Penalty: 4868.313477
	Iteration 68Q: 3 clusters Score -2850379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2850391.750000 Penalty: 4868.313477
	Iteration 69Q: 3 clusters Score -2850392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2850401.500000 Penalty: 4868.313477
	Iteration 70Q: 3 clusters Score -2850402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2850407.500000 Penalty: 4868.313477
	Iteration 71Q: 3 clusters Score -2850408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2850428.500000 Penalty: 4868.313477
	Iteration 72Q: 3 clusters Score -2850428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2850444.750000 Penalty: 4868.313477
	Iteration 73Q: 3 clusters Score -2850445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2850455.750000 Penalty: 4868.313477
	Iteration 74Q: 3 clusters Score -2850456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2850482.250000 Penalty: 4868.313477
	Iteration 75Q: 3 clusters Score -2850482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2850516.250000 Penalty: 4868.313477
	Iteration 76Q: 3 clusters Score -2850516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2850530.500000 Penalty: 4868.313477
	Iteration 77Q: 3 clusters Score -2850530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2850546.250000 Penalty: 4868.313477
	Iteration 78Q: 3 clusters Score -2850546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2850554.500000 Penalty: 4868.313477
	Iteration 79Q: 3 clusters Score -2850554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2850565.750000 Penalty: 4868.313477
	Iteration 80F: 3 clusters Score -2850566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2850585.000000 Penalty: 4868.313477
	Iteration 81Q: 3 clusters Score -2850585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2850588.250000 Penalty: 4868.313477
	Iteration 82Q: 3 clusters Score -2850588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2850595.500000 Penalty: 4868.313477
	Iteration 83Q: 3 clusters Score -2850596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2850607.750000 Penalty: 4868.313477
	Iteration 84Q: 3 clusters Score -2850608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2850620.000000 Penalty: 4868.313477
	Iteration 85Q: 3 clusters Score -2850620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2850631.000000 Penalty: 4868.313477
	Iteration 86Q: 3 clusters Score -2850631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2850643.250000 Penalty: 4868.313477
	Iteration 87Q: 3 clusters Score -2850643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2850653.750000 Penalty: 4868.313477
	Iteration 88Q: 3 clusters Score -2850654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2850670.000000 Penalty: 4868.313477
	Iteration 89Q: 3 clusters Score -2850670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2850678.500000 Penalty: 4868.313477
	Iteration 90Q: 3 clusters Score -2850678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2850691.750000 Penalty: 4868.313477
	Iteration 91Q: 3 clusters Score -2850692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2850707.750000 Penalty: 4868.313477
	Iteration 92Q: 3 clusters Score -2850708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2850714.750000 Penalty: 4868.313477
	Iteration 93Q: 3 clusters Score -2850715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2850715.000000 Penalty: 4868.313477
	Iteration 94Q: 3 clusters Score -2850715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2850724.750000 Penalty: 4868.313477
	Iteration 95Q: 3 clusters Score -2850725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2850728.750000 Penalty: 4868.313477
	Iteration 96Q: 3 clusters Score -2850729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2850730.000000 Penalty: 4868.313477
	Iteration 97Q: 3 clusters Score -2850730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2850736.750000 Penalty: 4868.313477
	Iteration 98Q: 3 clusters Score -2850737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2850746.250000 Penalty: 4868.313477
	Iteration 99Q: 3 clusters Score -2850746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2850755.750000 Penalty: 4868.313477
	Iteration 100F: 3 clusters Score -2850756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2850758.250000 Penalty: 4868.313477
	Iteration 101Q: 3 clusters Score -2850758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2850774.750000 Penalty: 4868.313477
	Iteration 102Q: 3 clusters Score -2850775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2850783.500000 Penalty: 4868.313477
	Iteration 103Q: 3 clusters Score -2850784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2850789.000000 Penalty: 4868.313477
	Iteration 104Q: 3 clusters Score -2850789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2850799.500000 Penalty: 4868.313477
	Iteration 105Q: 3 clusters Score -2850800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2850812.000000 Penalty: 4868.313477
	Iteration 106Q: 3 clusters Score -2850812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2850813.250000 Penalty: 4868.313477
	Iteration 107Q: 3 clusters Score -2850813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2850819.750000 Penalty: 4868.313477
	Iteration 108Q: 3 clusters Score -2850820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2850828.000000 Penalty: 4868.313477
	Iteration 109Q: 3 clusters Score -2850828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2850832.250000 Penalty: 4868.313477
	Iteration 110Q: 3 clusters Score -2850832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2850829.500000 Penalty: 4868.313477
	Iteration 111Q: 3 clusters Score -2850830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2850836.750000 Penalty: 4868.313477
	Iteration 112Q: 3 clusters Score -2850837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2850834.250000 Penalty: 4868.313477
	Iteration 113Q: 3 clusters Score -2850834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2850838.250000 Penalty: 4868.313477
	Iteration 114Q: 3 clusters Score -2850838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2850845.000000 Penalty: 4868.313477
	Iteration 115Q: 3 clusters Score -2850845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2850851.500000 Penalty: 4868.313477
	Iteration 116Q: 3 clusters Score -2850852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2850855.500000 Penalty: 4868.313477
	Iteration 117Q: 3 clusters Score -2850856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2850848.750000 Penalty: 4868.313477
	Iteration 118Q: 3 clusters Score -2850849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2850853.500000 Penalty: 4868.313477
	Iteration 119Q: 3 clusters Score -2850854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2850854.500000 Penalty: 4868.313477
	Iteration 120F: 3 clusters Score -2850854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2850852.500000 Penalty: 4868.313477
	Iteration 121Q: 3 clusters Score -2850852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2850857.750000 Penalty: 4868.313477
	Iteration 122Q: 3 clusters Score -2850858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2850857.750000 Penalty: 4868.313477
	Iteration 123F: 3 clusters Score -2850858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -753821.250000 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -753821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -749250.875000 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -749250.9 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -750482.750000 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -750482.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -750831.437500 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -750831.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -751124.187500 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -751124.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -751430.562500 Penalty: 4236.194336
	Iteration 4F: 3 clusters Score -751430.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -751736.375000 Penalty: 4236.194336
	Iteration 5F: 3 clusters Score -751736.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -752016.625000 Penalty: 4236.194336
	Iteration 6F: 3 clusters Score -752016.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -752197.875000 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -752197.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -752316.312500 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -752316.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -752375.500000 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -752375.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -752414.500000 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -752414.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -752442.812500 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -752442.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -752470.312500 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -752470.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -752489.312500 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -752489.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -752498.500000 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -752498.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -752505.625000 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -752505.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -752510.375000 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -752510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -752513.437500 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -752513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -752515.625000 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -752515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -752516.687500 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -752516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -752518.562500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -752518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -752521.812500 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -752521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -752522.375000 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -752522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -752525.687500 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -752525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -752527.812500 Penalty: 4236.194336
	Iteration 24Q: 3 clusters Score -752527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -752528.437500 Penalty: 4236.194336
	Iteration 25Q: 3 clusters Score -752528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -752528.750000 Penalty: 4236.194336
	Iteration 26Q: 3 clusters Score -752528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -752528.500000 Penalty: 4236.194336
	Iteration 27Q: 3 clusters Score -752528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -752527.875000 Penalty: 4236.194336
	Iteration 28Q: 3 clusters Score -752527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -752527.875000 Penalty: 4236.194336
	Iteration 29F: 3 clusters Score -752527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Entering Unmasked Estep 
Score: -2139695.250000 Penalty: 2371.859619
	Iteration 0F: 2 clusters Score -2139695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2129339.750000 Penalty: 4743.719238
	Iteration 0F: 3 clusters Score -2129340 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2132490.250000 Penalty: 4743.719238
	Iteration 1F: 3 clusters Score -2132490 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2132824.250000 Penalty: 4743.719238
	Iteration 2F: 3 clusters Score -2132824 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2133102.250000 Penalty: 4743.719238
	Iteration 3Q: 3 clusters Score -2133102 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2133331.750000 Penalty: 4743.719238
	Iteration 4Q: 3 clusters Score -2133332 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2133564.000000 Penalty: 4743.719238
	Iteration 5Q: 3 clusters Score -2133564 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2133786.000000 Penalty: 4743.719238
	Iteration 6Q: 3 clusters Score -2133786 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2134029.250000 Penalty: 4743.719238
	Iteration 7Q: 3 clusters Score -2134029 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2134299.500000 Penalty: 4743.719238
	Iteration 8Q: 3 clusters Score -2134300 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2134546.000000 Penalty: 4743.719238
	Iteration 9Q: 3 clusters Score -2134546 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2134760.750000 Penalty: 4743.719238
	Iteration 10Q: 3 clusters Score -2134761 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2134964.750000 Penalty: 4743.719238
	Iteration 11Q: 3 clusters Score -2134965 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2135149.250000 Penalty: 4743.719238
	Iteration 12Q: 3 clusters Score -2135149 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2135343.750000 Penalty: 4743.719238
	Iteration 13Q: 3 clusters Score -2135344 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2135552.000000 Penalty: 4743.719238
	Iteration 14Q: 3 clusters Score -2135552 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2135770.250000 Penalty: 4743.719238
	Iteration 15Q: 3 clusters Score -2135770 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2135948.250000 Penalty: 4743.719238
	Iteration 16Q: 3 clusters Score -2135948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2136100.250000 Penalty: 4743.719238
	Iteration 17Q: 3 clusters Score -2136100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2136244.750000 Penalty: 4743.719238
	Iteration 18Q: 3 clusters Score -2136245 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2136387.750000 Penalty: 4743.719238
	Iteration 19Q: 3 clusters Score -2136388 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2136527.000000 Penalty: 4743.719238
	Iteration 20F: 3 clusters Score -2136527 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2136652.000000 Penalty: 4743.719238
	Iteration 21Q: 3 clusters Score -2136652 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2136752.250000 Penalty: 4743.719238
	Iteration 22Q: 3 clusters Score -2136752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2136857.000000 Penalty: 4743.719238
	Iteration 23Q: 3 clusters Score -2136857 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2136965.000000 Penalty: 4743.719238
	Iteration 24Q: 3 clusters Score -2136965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2137071.250000 Penalty: 4743.719238
	Iteration 25Q: 3 clusters Score -2137071 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2137145.000000 Penalty: 4743.719238
	Iteration 26Q: 3 clusters Score -2137145 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2137213.000000 Penalty: 4743.719238
	Iteration 27Q: 3 clusters Score -2137213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2137265.250000 Penalty: 4743.719238
	Iteration 28Q: 3 clusters Score -2137265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2137309.250000 Penalty: 4743.719238
	Iteration 29Q: 3 clusters Score -2137309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2137351.000000 Penalty: 4743.719238
	Iteration 30Q: 3 clusters Score -2137351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2137374.250000 Penalty: 4743.719238
	Iteration 31Q: 3 clusters Score -2137374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2137403.750000 Penalty: 4743.719238
	Iteration 32Q: 3 clusters Score -2137404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2137416.250000 Penalty: 4743.719238
	Iteration 33Q: 3 clusters Score -2137416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2137437.500000 Penalty: 4743.719238
	Iteration 34Q: 3 clusters Score -2137438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2137451.000000 Penalty: 4743.719238
	Iteration 35Q: 3 clusters Score -2137451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2137463.250000 Penalty: 4743.719238
	Iteration 36Q: 3 clusters Score -2137463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2137476.250000 Penalty: 4743.719238
	Iteration 37Q: 3 clusters Score -2137476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2137489.500000 Penalty: 4743.719238
	Iteration 38Q: 3 clusters Score -2137490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2137503.250000 Penalty: 4743.719238
	Iteration 39Q: 3 clusters Score -2137503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2137515.000000 Penalty: 4743.719238
	Iteration 40F: 3 clusters Score -2137515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2137522.000000 Penalty: 4743.719238
	Iteration 41Q: 3 clusters Score -2137522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2137531.500000 Penalty: 4743.719238
	Iteration 42Q: 3 clusters Score -2137532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2137543.500000 Penalty: 4743.719238
	Iteration 43Q: 3 clusters Score -2137544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2137552.000000 Penalty: 4743.719238
	Iteration 44Q: 3 clusters Score -2137552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2137561.500000 Penalty: 4743.719238
	Iteration 45Q: 3 clusters Score -2137562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2137574.250000 Penalty: 4743.719238
	Iteration 46Q: 3 clusters Score -2137574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2137585.250000 Penalty: 4743.719238
	Iteration 47Q: 3 clusters Score -2137585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2137594.750000 Penalty: 4743.719238
	Iteration 48Q: 3 clusters Score -2137595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2137604.750000 Penalty: 4743.719238
	Iteration 49Q: 3 clusters Score -2137605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2137607.500000 Penalty: 4743.719238
	Iteration 50Q: 3 clusters Score -2137608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2137609.250000 Penalty: 4743.719238
	Iteration 51Q: 3 clusters Score -2137609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2137615.000000 Penalty: 4743.719238
	Iteration 52Q: 3 clusters Score -2137615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2137617.000000 Penalty: 4743.719238
	Iteration 53Q: 3 clusters Score -2137617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2137619.750000 Penalty: 4743.719238
	Iteration 54Q: 3 clusters Score -2137620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2137617.750000 Penalty: 4743.719238
	Iteration 55Q: 3 clusters Score -2137618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2137619.000000 Penalty: 4743.719238
	Iteration 56Q: 3 clusters Score -2137619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2137622.750000 Penalty: 4743.719238
	Iteration 57Q: 3 clusters Score -2137623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2137623.750000 Penalty: 4743.719238
	Iteration 58Q: 3 clusters Score -2137624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2137623.750000 Penalty: 4743.719238
	Iteration 59F: 3 clusters Score -2137624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Entering Unmasked Estep 
Score: -7787477.500000 Penalty: 2691.572754
	Iteration 0F: 2 clusters Score -7787478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7752723.000000 Penalty: 5383.145508
	Iteration 0F: 3 clusters Score -7752723 nChanged 23950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -7765921.500000 Penalty: 5383.145508
	Iteration 1F: 3 clusters Score -7765922 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -7766318.500000 Penalty: 5383.145508
	Iteration 2Q: 3 clusters Score -7766318 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -7766777.500000 Penalty: 5383.145508
	Iteration 3Q: 3 clusters Score -7766778 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7767164.000000 Penalty: 5383.145508
	Iteration 4Q: 3 clusters Score -7767164 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -7767531.000000 Penalty: 5383.145508
	Iteration 5Q: 3 clusters Score -7767531 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -7768008.000000 Penalty: 5383.145508
	Iteration 6Q: 3 clusters Score -7768008 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -7768665.000000 Penalty: 5383.145508
	Iteration 7Q: 3 clusters Score -7768665 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7769718.500000 Penalty: 5383.145508
	Iteration 8Q: 3 clusters Score -7769718 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -7771195.500000 Penalty: 5383.145508
	Iteration 9F: 3 clusters Score -7771196 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7773449.500000 Penalty: 5383.145508
	Iteration 10F: 3 clusters Score -7773450 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -7776390.500000 Penalty: 5383.145508
	Iteration 11F: 3 clusters Score -7776390 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7779424.500000 Penalty: 5383.145508
	Iteration 12F: 3 clusters Score -7779424 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -7781841.500000 Penalty: 5383.145508
	Iteration 13F: 3 clusters Score -7781842 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -7783337.500000 Penalty: 5383.145508
	Iteration 14Q: 3 clusters Score -7783338 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -7784209.000000 Penalty: 5383.145508
	Iteration 15Q: 3 clusters Score -7784209 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -7784674.000000 Penalty: 5383.145508
	Iteration 16Q: 3 clusters Score -7784674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -7784920.000000 Penalty: 5383.145508
	Iteration 17Q: 3 clusters Score -7784920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -7785058.500000 Penalty: 5383.145508
	Iteration 18Q: 3 clusters Score -7785058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -7785156.000000 Penalty: 5383.145508
	Iteration 19Q: 3 clusters Score -7785156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7785187.000000 Penalty: 5383.145508
	Iteration 20F: 3 clusters Score -7785187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7785219.500000 Penalty: 5383.145508
	Iteration 21Q: 3 clusters Score -7785220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7785240.000000 Penalty: 5383.145508
	Iteration 22Q: 3 clusters Score -7785240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -7785241.000000 Penalty: 5383.145508
	Iteration 23Q: 3 clusters Score -7785241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -7785250.000000 Penalty: 5383.145508
	Iteration 24Q: 3 clusters Score -7785250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7785254.500000 Penalty: 5383.145508
	Iteration 25Q: 3 clusters Score -7785254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -7785255.000000 Penalty: 5383.145508
	Iteration 26Q: 3 clusters Score -7785255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -7785265.000000 Penalty: 5383.145508
	Iteration 27Q: 3 clusters Score -7785265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -7785266.500000 Penalty: 5383.145508
	Iteration 28Q: 3 clusters Score -7785266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -7785278.500000 Penalty: 5383.145508
	Iteration 29Q: 3 clusters Score -7785278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -7785275.500000 Penalty: 5383.145508
	Iteration 30Q: 3 clusters Score -7785276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7785272.500000 Penalty: 5383.145508
	Iteration 31Q: 3 clusters Score -7785272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -7785276.000000 Penalty: 5383.145508
	Iteration 32Q: 3 clusters Score -7785276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -7785276.000000 Penalty: 5383.145508
	Iteration 33Q: 3 clusters Score -7785276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -7785279.000000 Penalty: 5383.145508
	Iteration 34Q: 3 clusters Score -7785279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -7785279.000000 Penalty: 5383.145508
	Iteration 35F: 3 clusters Score -7785279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Entering Unmasked Estep 
Score: -16133834.000000 Penalty: 2866.434814
	Iteration 0F: 2 clusters Score -1.613383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -16066322.000000 Penalty: 5732.869629
	Iteration 0F: 3 clusters Score -1.606632e+07 nChanged 49379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -16094391.000000 Penalty: 5732.869629
	Iteration 1F: 3 clusters Score -1.609439e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -16095245.000000 Penalty: 5732.869629
	Iteration 2Q: 3 clusters Score -1.609524e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -16096428.000000 Penalty: 5732.869629
	Iteration 3Q: 3 clusters Score -1.609643e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -16098202.000000 Penalty: 5732.869629
	Iteration 4Q: 3 clusters Score -1.60982e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -16101898.000000 Penalty: 5732.869629
	Iteration 5F: 3 clusters Score -1.61019e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -16108077.000000 Penalty: 5732.869629
	Iteration 6F: 3 clusters Score -1.610808e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -16116871.000000 Penalty: 5732.869629
	Iteration 7F: 3 clusters Score -1.611687e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -16125500.000000 Penalty: 5732.869629
	Iteration 8F: 3 clusters Score -1.61255e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -16130181.000000 Penalty: 5732.869629
	Iteration 9F: 3 clusters Score -1.613018e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 102606 members 
Entering Unmasked Estep 
Score: -16131744.000000 Penalty: 5732.869629
	Iteration 10Q: 3 clusters Score -1.613174e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -16132195.000000 Penalty: 5732.869629
	Iteration 11Q: 3 clusters Score -1.61322e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -16132409.000000 Penalty: 5732.869629
	Iteration 12Q: 3 clusters Score -1.613241e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -16132450.000000 Penalty: 5732.869629
	Iteration 13Q: 3 clusters Score -1.613245e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -16132486.000000 Penalty: 5732.869629
	Iteration 14Q: 3 clusters Score -1.613249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -16132520.000000 Penalty: 5732.869629
	Iteration 15Q: 3 clusters Score -1.613252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -16132545.000000 Penalty: 5732.869629
	Iteration 16Q: 3 clusters Score -1.613254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -16132568.000000 Penalty: 5732.869629
	Iteration 17Q: 3 clusters Score -1.613257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -16132587.000000 Penalty: 5732.869629
	Iteration 18Q: 3 clusters Score -1.613259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -16132599.000000 Penalty: 5732.869629
	Iteration 19Q: 3 clusters Score -1.61326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -16132592.000000 Penalty: 5732.869629
	Iteration 20F: 3 clusters Score -1.613259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -16132599.000000 Penalty: 5732.869629
	Iteration 21Q: 3 clusters Score -1.61326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -16132605.000000 Penalty: 5732.869629
	Iteration 22Q: 3 clusters Score -1.61326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -16132586.000000 Penalty: 5732.869629
	Iteration 23Q: 3 clusters Score -1.613259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -16132586.000000 Penalty: 5732.869629
	Iteration 24Q: 3 clusters Score -1.613259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -16132601.000000 Penalty: 5732.869629
	Iteration 25Q: 3 clusters Score -1.61326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -16132598.000000 Penalty: 5732.869629
	Iteration 26Q: 3 clusters Score -1.61326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -16132604.000000 Penalty: 5732.869629
	Iteration 27Q: 3 clusters Score -1.61326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -16132613.000000 Penalty: 5732.869629
	Iteration 28Q: 3 clusters Score -1.613261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -16132617.000000 Penalty: 5732.869629
	Iteration 29Q: 3 clusters Score -1.613262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -16132617.000000 Penalty: 5732.869629
	Iteration 30F: 3 clusters Score -1.613262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -83902.640625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -83902.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82358.742188 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -82358.74 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82988.781250 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -82988.78 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83683.218750 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83683.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84213.648438 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -84213.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84417.414062 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -84417.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84533.125000 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -84533.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84536.046875 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -84536.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84538.125000 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -84538.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84538.125000 Penalty: 3216.379150
	Iteration 8F: 3 clusters Score -84538.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102219 members 
Mstep: Class 3 contains 108088 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 60968 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64646 members 
Mstep: Class 13 contains 97894 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116899 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 51695 members 
Mstep: Class 20 contains 104632 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 66916 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 461 members 
Entering Unmasked Estep 
Score: -137791504.000000 Penalty: 91921.562500
Splitting cluster 21 changes total score from -137792640.000000 to -137791504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Entering Unmasked Estep 
Score: -10417555.000000 Penalty: 2755.575928
	Iteration 0F: 2 clusters Score -1.041756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -10372970.000000 Penalty: 5511.151855
	Iteration 0F: 3 clusters Score -1.037297e+07 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -10390283.000000 Penalty: 5511.151855
	Iteration 1F: 3 clusters Score -1.039028e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -10390782.000000 Penalty: 5511.151855
	Iteration 2Q: 3 clusters Score -1.039078e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10391299.000000 Penalty: 5511.151855
	Iteration 3Q: 3 clusters Score -1.03913e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -10391898.000000 Penalty: 5511.151855
	Iteration 4Q: 3 clusters Score -1.03919e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -10392685.000000 Penalty: 5511.151855
	Iteration 5Q: 3 clusters Score -1.039268e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -10394101.000000 Penalty: 5511.151855
	Iteration 6Q: 3 clusters Score -1.03941e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -10396349.000000 Penalty: 5511.151855
	Iteration 7F: 3 clusters Score -1.039635e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -10400004.000000 Penalty: 5511.151855
	Iteration 8F: 3 clusters Score -1.04e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -10404631.000000 Penalty: 5511.151855
	Iteration 9F: 3 clusters Score -1.040463e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10408911.000000 Penalty: 5511.151855
	Iteration 10F: 3 clusters Score -1.040891e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -10411933.000000 Penalty: 5511.151855
	Iteration 11Q: 3 clusters Score -1.041193e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -10413618.000000 Penalty: 5511.151855
	Iteration 12Q: 3 clusters Score -1.041362e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -10414402.000000 Penalty: 5511.151855
	Iteration 13Q: 3 clusters Score -1.04144e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -10414755.000000 Penalty: 5511.151855
	Iteration 14Q: 3 clusters Score -1.041476e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -10414953.000000 Penalty: 5511.151855
	Iteration 15Q: 3 clusters Score -1.041495e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -10415052.000000 Penalty: 5511.151855
	Iteration 16Q: 3 clusters Score -1.041505e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -10415099.000000 Penalty: 5511.151855
	Iteration 17Q: 3 clusters Score -1.04151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -10415137.000000 Penalty: 5511.151855
	Iteration 18Q: 3 clusters Score -1.041514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -10415152.000000 Penalty: 5511.151855
	Iteration 19Q: 3 clusters Score -1.041515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -10415176.000000 Penalty: 5511.151855
	Iteration 20F: 3 clusters Score -1.041518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -10415192.000000 Penalty: 5511.151855
	Iteration 21Q: 3 clusters Score -1.041519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -10415197.000000 Penalty: 5511.151855
	Iteration 22Q: 3 clusters Score -1.04152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -10415208.000000 Penalty: 5511.151855
	Iteration 23Q: 3 clusters Score -1.041521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -10415211.000000 Penalty: 5511.151855
	Iteration 24Q: 3 clusters Score -1.041521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -10415207.000000 Penalty: 5511.151855
	Iteration 25Q: 3 clusters Score -1.041521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -10415225.000000 Penalty: 5511.151855
	Iteration 26Q: 3 clusters Score -1.041522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10415225.000000 Penalty: 5511.151855
	Iteration 27Q: 3 clusters Score -1.041522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10415230.000000 Penalty: 5511.151855
	Iteration 28Q: 3 clusters Score -1.041523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -10415237.000000 Penalty: 5511.151855
	Iteration 29Q: 3 clusters Score -1.041524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10415232.000000 Penalty: 5511.151855
	Iteration 30Q: 3 clusters Score -1.041523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10415235.000000 Penalty: 5511.151855
	Iteration 31Q: 3 clusters Score -1.041524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -10415243.000000 Penalty: 5511.151855
	Iteration 32Q: 3 clusters Score -1.041524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -10415246.000000 Penalty: 5511.151855
	Iteration 33Q: 3 clusters Score -1.041525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -10415246.000000 Penalty: 5511.151855
	Iteration 34Q: 3 clusters Score -1.041525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -10415241.000000 Penalty: 5511.151855
	Iteration 35Q: 3 clusters Score -1.041524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -10415243.000000 Penalty: 5511.151855
	Iteration 36Q: 3 clusters Score -1.041524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -10415248.000000 Penalty: 5511.151855
	Iteration 37Q: 3 clusters Score -1.041525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -10415253.000000 Penalty: 5511.151855
	Iteration 38Q: 3 clusters Score -1.041525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -10415253.000000 Penalty: 5511.151855
	Iteration 39F: 3 clusters Score -1.041525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -424372.937500 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -424372.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420952.968750 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -420953 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -421766.781250 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -421766.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -422124.812500 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -422124.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -422438.375000 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -422438.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -422694.218750 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -422694.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -422884.406250 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -422884.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -423033.781250 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -423033.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -423135.500000 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -423135.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -423209.625000 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -423209.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -423262.937500 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -423262.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -423295.781250 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -423295.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -423326.656250 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -423326.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -423348.343750 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -423348.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423362.562500 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -423362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -423368.656250 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -423368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423372.968750 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -423373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423376.937500 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -423376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -423383.125000 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -423383.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -423386.937500 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -423386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -423389.687500 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -423389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -423392.156250 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -423392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -423393.000000 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -423393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -423393.093750 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -423393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -423393.093750 Penalty: 4014.357178
	Iteration 23F: 3 clusters Score -423393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Entering Unmasked Estep 
Score: -3684420.500000 Penalty: 2515.721680
	Iteration 0F: 2 clusters Score -3684420 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 12508 members 
Entering Unmasked Estep 
Score: -3666820.750000 Penalty: 5031.443359
	Iteration 0F: 3 clusters Score -3666821 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3673011.500000 Penalty: 5031.443359
	Iteration 1F: 3 clusters Score -3673012 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3673639.000000 Penalty: 5031.443359
	Iteration 2F: 3 clusters Score -3673639 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3674324.250000 Penalty: 5031.443359
	Iteration 3F: 3 clusters Score -3674324 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3675048.500000 Penalty: 5031.443359
	Iteration 4F: 3 clusters Score -3675048 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3675961.500000 Penalty: 5031.443359
	Iteration 5F: 3 clusters Score -3675962 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3677058.500000 Penalty: 5031.443359
	Iteration 6F: 3 clusters Score -3677058 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3678369.500000 Penalty: 5031.443359
	Iteration 7F: 3 clusters Score -3678370 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3679698.000000 Penalty: 5031.443359
	Iteration 8F: 3 clusters Score -3679698 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3680715.750000 Penalty: 5031.443359
	Iteration 9Q: 3 clusters Score -3680716 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3681339.750000 Penalty: 5031.443359
	Iteration 10Q: 3 clusters Score -3681340 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3681746.250000 Penalty: 5031.443359
	Iteration 11Q: 3 clusters Score -3681746 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3681988.000000 Penalty: 5031.443359
	Iteration 12Q: 3 clusters Score -3681988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3682105.000000 Penalty: 5031.443359
	Iteration 13Q: 3 clusters Score -3682105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3682168.250000 Penalty: 5031.443359
	Iteration 14Q: 3 clusters Score -3682168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3682216.750000 Penalty: 5031.443359
	Iteration 15Q: 3 clusters Score -3682217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3682260.000000 Penalty: 5031.443359
	Iteration 16Q: 3 clusters Score -3682260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3682296.000000 Penalty: 5031.443359
	Iteration 17Q: 3 clusters Score -3682296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3682311.750000 Penalty: 5031.443359
	Iteration 18Q: 3 clusters Score -3682312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3682317.750000 Penalty: 5031.443359
	Iteration 19Q: 3 clusters Score -3682318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3682325.750000 Penalty: 5031.443359
	Iteration 20F: 3 clusters Score -3682326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3682335.000000 Penalty: 5031.443359
	Iteration 21Q: 3 clusters Score -3682335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3682335.500000 Penalty: 5031.443359
	Iteration 22Q: 3 clusters Score -3682336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3682342.750000 Penalty: 5031.443359
	Iteration 23Q: 3 clusters Score -3682343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3682343.500000 Penalty: 5031.443359
	Iteration 24Q: 3 clusters Score -3682344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3682349.250000 Penalty: 5031.443359
	Iteration 25Q: 3 clusters Score -3682349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3682351.000000 Penalty: 5031.443359
	Iteration 26Q: 3 clusters Score -3682351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3682351.500000 Penalty: 5031.443359
	Iteration 27Q: 3 clusters Score -3682352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3682351.500000 Penalty: 5031.443359
	Iteration 28F: 3 clusters Score -3682352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -132387.421875 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -132387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130522.828125 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -130522.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130948.328125 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -130948.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131174.250000 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -131174.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131423.312500 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -131423.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131661.578125 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -131661.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -131876.937500 Penalty: 3403.408936
	Iteration 5F: 3 clusters Score -131876.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -132014.609375 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -132014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132083.375000 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -132083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132111.484375 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -132111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132120.406250 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -132120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132129.906250 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -132129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132139.218750 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -132139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -132154.093750 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -132154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132159.046875 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -132159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132161.796875 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -132161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132165.953125 Penalty: 3403.408936
	Iteration 15Q: 3 clusters Score -132166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132169.765625 Penalty: 3403.408936
	Iteration 16Q: 3 clusters Score -132169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132176.203125 Penalty: 3403.408936
	Iteration 17Q: 3 clusters Score -132176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132182.906250 Penalty: 3403.408936
	Iteration 18Q: 3 clusters Score -132182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132189.078125 Penalty: 3403.408936
	Iteration 19Q: 3 clusters Score -132189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132196.421875 Penalty: 3403.408936
	Iteration 20F: 3 clusters Score -132196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -132205.640625 Penalty: 3403.408936
	Iteration 21Q: 3 clusters Score -132205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132214.921875 Penalty: 3403.408936
	Iteration 22Q: 3 clusters Score -132214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132223.171875 Penalty: 3403.408936
	Iteration 23Q: 3 clusters Score -132223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132227.859375 Penalty: 3403.408936
	Iteration 24Q: 3 clusters Score -132227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132234.343750 Penalty: 3403.408936
	Iteration 25Q: 3 clusters Score -132234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -132244.140625 Penalty: 3403.408936
	Iteration 26Q: 3 clusters Score -132244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132270.812500 Penalty: 3403.408936
	Iteration 27Q: 3 clusters Score -132270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132360.765625 Penalty: 3403.408936
	Iteration 28Q: 3 clusters Score -132360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132475.250000 Penalty: 3403.408936
	Iteration 29Q: 3 clusters Score -132475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132549.453125 Penalty: 3403.408936
	Iteration 30Q: 3 clusters Score -132549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132555.593750 Penalty: 3403.408936
	Iteration 31Q: 3 clusters Score -132555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132557.890625 Penalty: 3403.408936
	Iteration 32Q: 3 clusters Score -132557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132558.875000 Penalty: 3403.408936
	Iteration 33Q: 3 clusters Score -132558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132558.875000 Penalty: 3403.408936
	Iteration 34F: 3 clusters Score -132558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102219 members 
Mstep: Class 3 contains 108088 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 60968 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64646 members 
Mstep: Class 13 contains 97894 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116899 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 51695 members 
Mstep: Class 20 contains 104632 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66916 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 454 members 
Entering Unmasked Estep 
Score: -137791168.000000 Penalty: 91921.562500
Splitting cluster 25 changes total score from -137792640.000000 to -137791168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -86743.250000 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -86743.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85098.367188 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -85098.37 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85305.335938 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -85305.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85372.882812 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -85372.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85415.500000 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -85415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85432.859375 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -85432.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85439.335938 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -85439.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85452.218750 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -85452.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85457.015625 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -85457.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85458.921875 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -85458.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85458.921875 Penalty: 3190.738281
	Iteration 9F: 3 clusters Score -85458.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102219 members 
Mstep: Class 3 contains 108088 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 60968 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64646 members 
Mstep: Class 13 contains 97894 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116899 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 51695 members 
Mstep: Class 20 contains 104632 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66916 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 199Q: 27 clusters Score -1.377927e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102218 members 
Mstep: Class 3 contains 108083 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13986 members 
Mstep: Class 9 contains 60969 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 64642 members 
Mstep: Class 13 contains 97881 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116901 members 
Mstep: Class 16 contains 18308 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 51698 members 
Mstep: Class 20 contains 104649 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66919 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 200F: 27 clusters Score -1.377928e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102225 members 
Mstep: Class 3 contains 108085 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13986 members 
Mstep: Class 9 contains 60968 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32699 members 
Mstep: Class 12 contains 64637 members 
Mstep: Class 13 contains 97868 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116891 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 51702 members 
Mstep: Class 20 contains 104659 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66923 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25439 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 201Q: 27 clusters Score -1.377929e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102232 members 
Mstep: Class 3 contains 108088 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 60967 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64632 members 
Mstep: Class 13 contains 97860 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116874 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 51702 members 
Mstep: Class 20 contains 104684 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66925 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 202Q: 27 clusters Score -1.377928e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102233 members 
Mstep: Class 3 contains 108085 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64622 members 
Mstep: Class 13 contains 97857 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116866 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 51702 members 
Mstep: Class 20 contains 104703 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66929 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 203Q: 27 clusters Score -1.377928e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102236 members 
Mstep: Class 3 contains 108077 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64619 members 
Mstep: Class 13 contains 97852 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 116856 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 51707 members 
Mstep: Class 20 contains 104724 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66931 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 204Q: 27 clusters Score -1.377927e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102235 members 
Mstep: Class 3 contains 108080 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 64612 members 
Mstep: Class 13 contains 97849 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 116835 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 51710 members 
Mstep: Class 20 contains 104750 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66934 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 205Q: 27 clusters Score -1.377928e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102235 members 
Mstep: Class 3 contains 108086 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13981 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32686 members 
Mstep: Class 12 contains 64604 members 
Mstep: Class 13 contains 97838 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 116825 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104769 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66939 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792720.000000 Penalty: 88517.062500
Iteration 206Q: 27 clusters Score -1.377927e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102233 members 
Mstep: Class 3 contains 108085 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 60962 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32685 members 
Mstep: Class 12 contains 64605 members 
Mstep: Class 13 contains 97819 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 116814 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104796 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66946 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 207Q: 27 clusters Score -1.377927e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102231 members 
Mstep: Class 3 contains 108091 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 60961 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32683 members 
Mstep: Class 12 contains 64604 members 
Mstep: Class 13 contains 97812 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 116815 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 104797 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66949 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 208Q: 27 clusters Score -1.377927e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102234 members 
Mstep: Class 3 contains 108100 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13981 members 
Mstep: Class 9 contains 60960 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32684 members 
Mstep: Class 12 contains 64603 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 116805 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104785 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66958 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 25442 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 209Q: 27 clusters Score -1.377928e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102238 members 
Mstep: Class 3 contains 108111 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4860 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 60959 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32683 members 
Mstep: Class 12 contains 64602 members 
Mstep: Class 13 contains 97813 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 116794 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14239 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 104775 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66966 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 210Q: 27 clusters Score -1.377927e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102241 members 
Mstep: Class 3 contains 108112 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32684 members 
Mstep: Class 12 contains 64605 members 
Mstep: Class 13 contains 97820 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116780 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14235 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 104773 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66966 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792640.000000 Penalty: 88517.062500
Iteration 211Q: 27 clusters Score -1.377926e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102237 members 
Mstep: Class 3 contains 108125 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4862 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 60967 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64601 members 
Mstep: Class 13 contains 97818 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116764 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14232 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 104782 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66966 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 212Q: 27 clusters Score -1.377928e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102232 members 
Mstep: Class 3 contains 108127 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 60971 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32687 members 
Mstep: Class 12 contains 64602 members 
Mstep: Class 13 contains 97817 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116758 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14227 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104798 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66959 members 
Mstep: Class 23 contains 3269 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 213Q: 27 clusters Score -1.377928e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102229 members 
Mstep: Class 3 contains 108129 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 60975 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32686 members 
Mstep: Class 12 contains 64599 members 
Mstep: Class 13 contains 97819 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116754 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14221 members 
Mstep: Class 19 contains 51725 members 
Mstep: Class 20 contains 104799 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66959 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25447 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 214Q: 27 clusters Score -1.377928e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102234 members 
Mstep: Class 3 contains 108129 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 60984 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32688 members 
Mstep: Class 12 contains 64596 members 
Mstep: Class 13 contains 97817 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116744 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 104812 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66957 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25449 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792960.000000 Penalty: 88517.062500
Iteration 215Q: 27 clusters Score -1.37793e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102240 members 
Mstep: Class 3 contains 108121 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 60988 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32690 members 
Mstep: Class 12 contains 64587 members 
Mstep: Class 13 contains 97812 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116742 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 104830 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66958 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25452 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 216Q: 27 clusters Score -1.377929e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102244 members 
Mstep: Class 3 contains 108122 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 60990 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64578 members 
Mstep: Class 13 contains 97812 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116733 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14195 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 104840 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66962 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25453 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 217Q: 27 clusters Score -1.377928e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102251 members 
Mstep: Class 3 contains 108114 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 60992 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64572 members 
Mstep: Class 13 contains 97812 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116725 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14192 members 
Mstep: Class 19 contains 51723 members 
Mstep: Class 20 contains 104845 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66965 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 218Q: 27 clusters Score -1.377929e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102249 members 
Mstep: Class 3 contains 108117 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 60997 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64569 members 
Mstep: Class 13 contains 97808 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116716 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14188 members 
Mstep: Class 19 contains 51725 members 
Mstep: Class 20 contains 104858 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66965 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 219Q: 27 clusters Score -1.377928e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102253 members 
Mstep: Class 3 contains 108112 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 61003 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64565 members 
Mstep: Class 13 contains 97805 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116715 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 51726 members 
Mstep: Class 20 contains 104867 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66963 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792720.000000 Penalty: 88517.062500
Iteration 220F: 27 clusters Score -1.377927e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102254 members 
Mstep: Class 3 contains 108107 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 61006 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64565 members 
Mstep: Class 13 contains 97796 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 116717 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14178 members 
Mstep: Class 19 contains 51724 members 
Mstep: Class 20 contains 104881 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66964 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 221Q: 27 clusters Score -1.377928e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102252 members 
Mstep: Class 3 contains 108109 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 61008 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64563 members 
Mstep: Class 13 contains 97784 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116723 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14173 members 
Mstep: Class 19 contains 51726 members 
Mstep: Class 20 contains 104891 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66959 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25462 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 222Q: 27 clusters Score -1.377927e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102255 members 
Mstep: Class 3 contains 108117 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 61010 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64562 members 
Mstep: Class 13 contains 97773 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116730 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14170 members 
Mstep: Class 19 contains 51721 members 
Mstep: Class 20 contains 104899 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66957 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25463 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792704.000000 Penalty: 88517.062500
Iteration 223Q: 27 clusters Score -1.377927e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102259 members 
Mstep: Class 3 contains 108122 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 61012 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64562 members 
Mstep: Class 13 contains 97756 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116734 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14169 members 
Mstep: Class 19 contains 51721 members 
Mstep: Class 20 contains 104902 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66961 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25463 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 224Q: 27 clusters Score -1.377927e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102266 members 
Mstep: Class 3 contains 108122 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13971 members 
Mstep: Class 9 contains 61013 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 64560 members 
Mstep: Class 13 contains 97747 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116734 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14168 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 104903 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66965 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25465 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792640.000000 Penalty: 88517.062500
Iteration 225Q: 27 clusters Score -1.377926e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102271 members 
Mstep: Class 3 contains 108129 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 61013 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64556 members 
Mstep: Class 13 contains 97742 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116735 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14168 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104904 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66967 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 226Q: 27 clusters Score -1.377927e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 108135 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13968 members 
Mstep: Class 9 contains 61012 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64552 members 
Mstep: Class 13 contains 97738 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116743 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14167 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104897 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66973 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792576.000000 Penalty: 88517.062500
Iteration 227Q: 27 clusters Score -1.377926e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102266 members 
Mstep: Class 3 contains 108141 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13968 members 
Mstep: Class 9 contains 61012 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64553 members 
Mstep: Class 13 contains 97733 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116740 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51713 members 
Mstep: Class 20 contains 104901 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66976 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25470 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 228Q: 27 clusters Score -1.377927e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102266 members 
Mstep: Class 3 contains 108143 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 61012 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64553 members 
Mstep: Class 13 contains 97734 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116741 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51709 members 
Mstep: Class 20 contains 104898 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66975 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25472 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792608.000000 Penalty: 88517.062500
Iteration 229Q: 27 clusters Score -1.377926e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102269 members 
Mstep: Class 3 contains 108147 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13968 members 
Mstep: Class 9 contains 61011 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 64554 members 
Mstep: Class 13 contains 97731 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116736 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51706 members 
Mstep: Class 20 contains 104903 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66975 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25472 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792624.000000 Penalty: 88517.062500
Iteration 230Q: 27 clusters Score -1.377926e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102269 members 
Mstep: Class 3 contains 108155 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 61011 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32693 members 
Mstep: Class 12 contains 64553 members 
Mstep: Class 13 contains 97730 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116728 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51705 members 
Mstep: Class 20 contains 104908 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66974 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25471 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792672.000000 Penalty: 88517.062500
Iteration 231Q: 27 clusters Score -1.377927e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102271 members 
Mstep: Class 3 contains 108164 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 8 contains 13965 members 
Mstep: Class 9 contains 61013 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32694 members 
Mstep: Class 12 contains 64552 members 
Mstep: Class 13 contains 97732 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116720 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51707 members 
Mstep: Class 20 contains 104903 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66974 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25470 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 232Q: 27 clusters Score -1.377928e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102274 members 
Mstep: Class 3 contains 108172 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13964 members 
Mstep: Class 9 contains 61016 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32691 members 
Mstep: Class 12 contains 64550 members 
Mstep: Class 13 contains 97732 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116715 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51707 members 
Mstep: Class 20 contains 104906 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66970 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25469 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 233Q: 27 clusters Score -1.377928e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102274 members 
Mstep: Class 3 contains 108179 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13964 members 
Mstep: Class 9 contains 61018 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32687 members 
Mstep: Class 12 contains 64548 members 
Mstep: Class 13 contains 97733 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116713 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51709 members 
Mstep: Class 20 contains 104906 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66967 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 234Q: 27 clusters Score -1.377927e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 108180 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13963 members 
Mstep: Class 9 contains 61019 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32680 members 
Mstep: Class 12 contains 64548 members 
Mstep: Class 13 contains 97741 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116710 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104913 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66965 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792864.000000 Penalty: 88517.062500
Iteration 235Q: 27 clusters Score -1.377929e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 108176 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61021 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64547 members 
Mstep: Class 13 contains 97741 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116710 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104922 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66963 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 236Q: 27 clusters Score -1.377928e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 108168 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61022 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64539 members 
Mstep: Class 13 contains 97743 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116713 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104934 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66961 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 237Q: 27 clusters Score -1.377928e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 108161 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61021 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32673 members 
Mstep: Class 12 contains 64538 members 
Mstep: Class 13 contains 97744 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116715 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104940 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66966 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 238Q: 27 clusters Score -1.377928e+08 nChanged 61
Entering ConstructFrom: 
Score: -137792832.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 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 86 members 
Entering Unmasked Estep 
Score: -24265.103516 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24265.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24400.306641 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24400.31 nChanged 5
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: -24428.318359 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -24428.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24447.402344 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24477.945312 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -24477.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24501.927734 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -24501.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24501.927734 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -24501.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Entering Unmasked Estep 
Score: -15729348.000000 Penalty: 2860.757568
	Iteration 0F: 2 clusters Score -1.572935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -15664532.000000 Penalty: 5721.515137
	Iteration 0F: 3 clusters Score -1.566453e+07 nChanged 48532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -15692839.000000 Penalty: 5721.515137
	Iteration 1F: 3 clusters Score -1.569284e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -15694033.000000 Penalty: 5721.515137
	Iteration 2Q: 3 clusters Score -1.569403e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -15695854.000000 Penalty: 5721.515137
	Iteration 3Q: 3 clusters Score -1.569585e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -15698687.000000 Penalty: 5721.515137
	Iteration 4F: 3 clusters Score -1.569869e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -15703360.000000 Penalty: 5721.515137
	Iteration 5F: 3 clusters Score -1.570336e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -15709933.000000 Penalty: 5721.515137
	Iteration 6F: 3 clusters Score -1.570993e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -15717262.000000 Penalty: 5721.515137
	Iteration 7F: 3 clusters Score -1.571726e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -15722592.000000 Penalty: 5721.515137
	Iteration 8F: 3 clusters Score -1.572259e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -15725161.000000 Penalty: 5721.515137
	Iteration 9Q: 3 clusters Score -1.572516e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15726176.000000 Penalty: 5721.515137
	Iteration 10Q: 3 clusters Score -1.572618e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15726674.000000 Penalty: 5721.515137
	Iteration 11Q: 3 clusters Score -1.572667e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15726863.000000 Penalty: 5721.515137
	Iteration 12Q: 3 clusters Score -1.572686e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15726973.000000 Penalty: 5721.515137
	Iteration 13Q: 3 clusters Score -1.572697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101568 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15727050.000000 Penalty: 5721.515137
	Iteration 14Q: 3 clusters Score -1.572705e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15727079.000000 Penalty: 5721.515137
	Iteration 15Q: 3 clusters Score -1.572708e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -15727110.000000 Penalty: 5721.515137
	Iteration 16Q: 3 clusters Score -1.572711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15727126.000000 Penalty: 5721.515137
	Iteration 17Q: 3 clusters Score -1.572713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15727141.000000 Penalty: 5721.515137
	Iteration 18Q: 3 clusters Score -1.572714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15727156.000000 Penalty: 5721.515137
	Iteration 19Q: 3 clusters Score -1.572716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15727167.000000 Penalty: 5721.515137
	Iteration 20F: 3 clusters Score -1.572717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -15727178.000000 Penalty: 5721.515137
	Iteration 21Q: 3 clusters Score -1.572718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15727184.000000 Penalty: 5721.515137
	Iteration 22Q: 3 clusters Score -1.572718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15727173.000000 Penalty: 5721.515137
	Iteration 23Q: 3 clusters Score -1.572717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15727192.000000 Penalty: 5721.515137
	Iteration 24Q: 3 clusters Score -1.572719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15727199.000000 Penalty: 5721.515137
	Iteration 25Q: 3 clusters Score -1.57272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15727201.000000 Penalty: 5721.515137
	Iteration 26Q: 3 clusters Score -1.57272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15727206.000000 Penalty: 5721.515137
	Iteration 27Q: 3 clusters Score -1.572721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15727199.000000 Penalty: 5721.515137
	Iteration 28Q: 3 clusters Score -1.57272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15727201.000000 Penalty: 5721.515137
	Iteration 29Q: 3 clusters Score -1.57272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15727205.000000 Penalty: 5721.515137
	Iteration 30Q: 3 clusters Score -1.57272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15727201.000000 Penalty: 5721.515137
	Iteration 31Q: 3 clusters Score -1.57272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15727203.000000 Penalty: 5721.515137
	Iteration 32Q: 3 clusters Score -1.57272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15727203.000000 Penalty: 5721.515137
	Iteration 33F: 3 clusters Score -1.57272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Entering Unmasked Estep 
Score: -16617623.000000 Penalty: 2874.663574
	Iteration 0F: 2 clusters Score -1.661762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -16548950.000000 Penalty: 5749.327148
	Iteration 0F: 3 clusters Score -1.654895e+07 nChanged 51256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -16578298.000000 Penalty: 5749.327148
	Iteration 1F: 3 clusters Score -1.65783e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -16578944.000000 Penalty: 5749.327148
	Iteration 2Q: 3 clusters Score -1.657894e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -16579621.000000 Penalty: 5749.327148
	Iteration 3Q: 3 clusters Score -1.657962e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -16580765.000000 Penalty: 5749.327148
	Iteration 4Q: 3 clusters Score -1.658076e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -16582873.000000 Penalty: 5749.327148
	Iteration 5Q: 3 clusters Score -1.658287e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -16586334.000000 Penalty: 5749.327148
	Iteration 6F: 3 clusters Score -1.658633e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -16592263.000000 Penalty: 5749.327148
	Iteration 7F: 3 clusters Score -1.659226e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -16600606.000000 Penalty: 5749.327148
	Iteration 8F: 3 clusters Score -1.660061e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -16609002.000000 Penalty: 5749.327148
	Iteration 9F: 3 clusters Score -1.6609e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -16614515.000000 Penalty: 5749.327148
	Iteration 10F: 3 clusters Score -1.661452e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -16616464.000000 Penalty: 5749.327148
	Iteration 11Q: 3 clusters Score -1.661646e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -16617322.000000 Penalty: 5749.327148
	Iteration 12Q: 3 clusters Score -1.661732e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -16617765.000000 Penalty: 5749.327148
	Iteration 13Q: 3 clusters Score -1.661776e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -16618153.000000 Penalty: 5749.327148
	Iteration 14Q: 3 clusters Score -1.661815e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -16618312.000000 Penalty: 5749.327148
	Iteration 15Q: 3 clusters Score -1.661831e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -16618552.000000 Penalty: 5749.327148
	Iteration 16Q: 3 clusters Score -1.661855e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -16618765.000000 Penalty: 5749.327148
	Iteration 17Q: 3 clusters Score -1.661876e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -16618852.000000 Penalty: 5749.327148
	Iteration 18Q: 3 clusters Score -1.661885e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -16618826.000000 Penalty: 5749.327148
	Iteration 19Q: 3 clusters Score -1.661883e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -16618778.000000 Penalty: 5749.327148
	Iteration 20F: 3 clusters Score -1.661878e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -16618654.000000 Penalty: 5749.327148
	Iteration 21Q: 3 clusters Score -1.661865e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -16618617.000000 Penalty: 5749.327148
	Iteration 22Q: 3 clusters Score -1.661862e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -16618454.000000 Penalty: 5749.327148
	Iteration 23Q: 3 clusters Score -1.661845e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -16618314.000000 Penalty: 5749.327148
	Iteration 24Q: 3 clusters Score -1.661831e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -16618274.000000 Penalty: 5749.327148
	Iteration 25Q: 3 clusters Score -1.661827e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -16618202.000000 Penalty: 5749.327148
	Iteration 26Q: 3 clusters Score -1.66182e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -16618002.000000 Penalty: 5749.327148
	Iteration 27Q: 3 clusters Score -1.6618e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -16617924.000000 Penalty: 5749.327148
	Iteration 28Q: 3 clusters Score -1.661792e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -16617845.000000 Penalty: 5749.327148
	Iteration 29Q: 3 clusters Score -1.661784e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -16617745.000000 Penalty: 5749.327148
	Iteration 30Q: 3 clusters Score -1.661774e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -16617688.000000 Penalty: 5749.327148
	Iteration 31Q: 3 clusters Score -1.661769e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -16617603.000000 Penalty: 5749.327148
	Iteration 32Q: 3 clusters Score -1.66176e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -16617505.000000 Penalty: 5749.327148
	Iteration 33Q: 3 clusters Score -1.66175e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -16617380.000000 Penalty: 5749.327148
	Iteration 34Q: 3 clusters Score -1.661738e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -16617328.000000 Penalty: 5749.327148
	Iteration 35Q: 3 clusters Score -1.661733e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -16617271.000000 Penalty: 5749.327148
	Iteration 36Q: 3 clusters Score -1.661727e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -16617202.000000 Penalty: 5749.327148
	Iteration 37Q: 3 clusters Score -1.66172e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -16617148.000000 Penalty: 5749.327148
	Iteration 38Q: 3 clusters Score -1.661715e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -16617131.000000 Penalty: 5749.327148
	Iteration 39Q: 3 clusters Score -1.661713e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -16617078.000000 Penalty: 5749.327148
	Iteration 40F: 3 clusters Score -1.661708e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -16617033.000000 Penalty: 5749.327148
	Iteration 41Q: 3 clusters Score -1.661703e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -16617032.000000 Penalty: 5749.327148
	Iteration 42Q: 3 clusters Score -1.661703e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -16617010.000000 Penalty: 5749.327148
	Iteration 43Q: 3 clusters Score -1.661701e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -16616936.000000 Penalty: 5749.327148
	Iteration 44Q: 3 clusters Score -1.661694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -16616902.000000 Penalty: 5749.327148
	Iteration 45Q: 3 clusters Score -1.66169e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -16616840.000000 Penalty: 5749.327148
	Iteration 46Q: 3 clusters Score -1.661684e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -16616829.000000 Penalty: 5749.327148
	Iteration 47Q: 3 clusters Score -1.661683e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -16616785.000000 Penalty: 5749.327148
	Iteration 48Q: 3 clusters Score -1.661678e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 105521 members 
Entering Unmasked Estep 
Score: -16616733.000000 Penalty: 5749.327148
	Iteration 49Q: 3 clusters Score -1.661673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -16616714.000000 Penalty: 5749.327148
	Iteration 50Q: 3 clusters Score -1.661671e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -16616688.000000 Penalty: 5749.327148
	Iteration 51Q: 3 clusters Score -1.661669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -16616691.000000 Penalty: 5749.327148
	Iteration 52Q: 3 clusters Score -1.661669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -16616717.000000 Penalty: 5749.327148
	Iteration 53Q: 3 clusters Score -1.661672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -16616675.000000 Penalty: 5749.327148
	Iteration 54Q: 3 clusters Score -1.661668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -16616657.000000 Penalty: 5749.327148
	Iteration 55Q: 3 clusters Score -1.661666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -16616649.000000 Penalty: 5749.327148
	Iteration 56Q: 3 clusters Score -1.661665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -16616629.000000 Penalty: 5749.327148
	Iteration 57Q: 3 clusters Score -1.661663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -16616619.000000 Penalty: 5749.327148
	Iteration 58Q: 3 clusters Score -1.661662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -16616625.000000 Penalty: 5749.327148
	Iteration 59Q: 3 clusters Score -1.661662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -16616635.000000 Penalty: 5749.327148
	Iteration 60F: 3 clusters Score -1.661664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -16616667.000000 Penalty: 5749.327148
	Iteration 61Q: 3 clusters Score -1.661667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -16616642.000000 Penalty: 5749.327148
	Iteration 62Q: 3 clusters Score -1.661664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -16616630.000000 Penalty: 5749.327148
	Iteration 63Q: 3 clusters Score -1.661663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -16616620.000000 Penalty: 5749.327148
	Iteration 64Q: 3 clusters Score -1.661662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -16616601.000000 Penalty: 5749.327148
	Iteration 65Q: 3 clusters Score -1.66166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -16616621.000000 Penalty: 5749.327148
	Iteration 66Q: 3 clusters Score -1.661662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -16616635.000000 Penalty: 5749.327148
	Iteration 67Q: 3 clusters Score -1.661664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -16616613.000000 Penalty: 5749.327148
	Iteration 68Q: 3 clusters Score -1.661661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -16616597.000000 Penalty: 5749.327148
	Iteration 69Q: 3 clusters Score -1.66166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -16616579.000000 Penalty: 5749.327148
	Iteration 70Q: 3 clusters Score -1.661658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -16616570.000000 Penalty: 5749.327148
	Iteration 71Q: 3 clusters Score -1.661657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -16616568.000000 Penalty: 5749.327148
	Iteration 72Q: 3 clusters Score -1.661657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -16616565.000000 Penalty: 5749.327148
	Iteration 73Q: 3 clusters Score -1.661656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -16616557.000000 Penalty: 5749.327148
	Iteration 74Q: 3 clusters Score -1.661656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -16616554.000000 Penalty: 5749.327148
	Iteration 75Q: 3 clusters Score -1.661655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -16616541.000000 Penalty: 5749.327148
	Iteration 76Q: 3 clusters Score -1.661654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -16616541.000000 Penalty: 5749.327148
	Iteration 77Q: 3 clusters Score -1.661654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -16616540.000000 Penalty: 5749.327148
	Iteration 78Q: 3 clusters Score -1.661654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -16616546.000000 Penalty: 5749.327148
	Iteration 79Q: 3 clusters Score -1.661655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -16616558.000000 Penalty: 5749.327148
	Iteration 80F: 3 clusters Score -1.661656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -16616548.000000 Penalty: 5749.327148
	Iteration 81Q: 3 clusters Score -1.661655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -16616543.000000 Penalty: 5749.327148
	Iteration 82Q: 3 clusters Score -1.661654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -16616534.000000 Penalty: 5749.327148
	Iteration 83Q: 3 clusters Score -1.661653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -16616540.000000 Penalty: 5749.327148
	Iteration 84Q: 3 clusters Score -1.661654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -16616536.000000 Penalty: 5749.327148
	Iteration 85Q: 3 clusters Score -1.661654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -16616520.000000 Penalty: 5749.327148
	Iteration 86Q: 3 clusters Score -1.661652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -16616529.000000 Penalty: 5749.327148
	Iteration 87Q: 3 clusters Score -1.661653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -16616503.000000 Penalty: 5749.327148
	Iteration 88Q: 3 clusters Score -1.66165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -16616497.000000 Penalty: 5749.327148
	Iteration 89Q: 3 clusters Score -1.66165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -16616484.000000 Penalty: 5749.327148
	Iteration 90Q: 3 clusters Score -1.661648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 106344 members 
Entering Unmasked Estep 
Score: -16616491.000000 Penalty: 5749.327148
	Iteration 91Q: 3 clusters Score -1.661649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -16616488.000000 Penalty: 5749.327148
	Iteration 92Q: 3 clusters Score -1.661649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -16616495.000000 Penalty: 5749.327148
	Iteration 93Q: 3 clusters Score -1.66165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -16616496.000000 Penalty: 5749.327148
	Iteration 94Q: 3 clusters Score -1.66165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -16616487.000000 Penalty: 5749.327148
	Iteration 95Q: 3 clusters Score -1.661649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -16616490.000000 Penalty: 5749.327148
	Iteration 96Q: 3 clusters Score -1.661649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -16616486.000000 Penalty: 5749.327148
	Iteration 97Q: 3 clusters Score -1.661649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -16616484.000000 Penalty: 5749.327148
	Iteration 98Q: 3 clusters Score -1.661648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -16616485.000000 Penalty: 5749.327148
	Iteration 99Q: 3 clusters Score -1.661648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -16616468.000000 Penalty: 5749.327148
	Iteration 100F: 3 clusters Score -1.661647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -16616464.000000 Penalty: 5749.327148
	Iteration 101Q: 3 clusters Score -1.661646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -16616463.000000 Penalty: 5749.327148
	Iteration 102Q: 3 clusters Score -1.661646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -16616455.000000 Penalty: 5749.327148
	Iteration 103Q: 3 clusters Score -1.661646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -16616462.000000 Penalty: 5749.327148
	Iteration 104Q: 3 clusters Score -1.661646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -16616448.000000 Penalty: 5749.327148
	Iteration 105Q: 3 clusters Score -1.661645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -16616454.000000 Penalty: 5749.327148
	Iteration 106Q: 3 clusters Score -1.661645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -16616448.000000 Penalty: 5749.327148
	Iteration 107Q: 3 clusters Score -1.661645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -16616435.000000 Penalty: 5749.327148
	Iteration 108Q: 3 clusters Score -1.661644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -16616435.000000 Penalty: 5749.327148
	Iteration 109Q: 3 clusters Score -1.661644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -16616425.000000 Penalty: 5749.327148
	Iteration 110Q: 3 clusters Score -1.661642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -16616425.000000 Penalty: 5749.327148
	Iteration 111Q: 3 clusters Score -1.661642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -16616428.000000 Penalty: 5749.327148
	Iteration 112Q: 3 clusters Score -1.661643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -16616432.000000 Penalty: 5749.327148
	Iteration 113Q: 3 clusters Score -1.661643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -16616434.000000 Penalty: 5749.327148
	Iteration 114Q: 3 clusters Score -1.661643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -16616440.000000 Penalty: 5749.327148
	Iteration 115Q: 3 clusters Score -1.661644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -16616433.000000 Penalty: 5749.327148
	Iteration 116Q: 3 clusters Score -1.661643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -16616440.000000 Penalty: 5749.327148
	Iteration 117Q: 3 clusters Score -1.661644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -16616440.000000 Penalty: 5749.327148
	Iteration 118F: 3 clusters Score -1.661644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -55279.074219 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -55279.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53840.425781 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -53840.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54235.984375 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -54235.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54525.636719 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -54525.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54822.269531 Penalty: 3009.939209
	Iteration 3F: 3 clusters Score -54822.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55165.136719 Penalty: 3009.939209
	Iteration 4F: 3 clusters Score -55165.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55301.082031 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -55301.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55372.839844 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -55372.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55483.035156 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -55483.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55495.125000 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -55495.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55498.503906 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -55498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55498.503906 Penalty: 3009.939209
	Iteration 10F: 3 clusters Score -55498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102264 members 
Mstep: Class 3 contains 108162 members 
Mstep: Class 4 contains 141 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61020 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64532 members 
Mstep: Class 13 contains 97744 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116705 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14165 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104948 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66971 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 291 members 
Entering Unmasked Estep 
Score: -137791328.000000 Penalty: 91921.562500
Splitting cluster 4 changes total score from -137792832.000000 to -137791328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -299974.531250 Penalty: 1877.597778
	Iteration 0F: 2 clusters Score -299974.5 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 977 members 
Entering Unmasked Estep 
Score: -297366.750000 Penalty: 3755.195557
	Iteration 0F: 3 clusters Score -297366.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -297823.375000 Penalty: 3755.195557
	Iteration 1F: 3 clusters Score -297823.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297953.843750 Penalty: 3755.195557
	Iteration 2F: 3 clusters Score -297953.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -298025.437500 Penalty: 3755.195557
	Iteration 3Q: 3 clusters Score -298025.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -298057.093750 Penalty: 3755.195557
	Iteration 4Q: 3 clusters Score -298057.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -298074.125000 Penalty: 3755.195557
	Iteration 5Q: 3 clusters Score -298074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298084.937500 Penalty: 3755.195557
	Iteration 6Q: 3 clusters Score -298084.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298096.218750 Penalty: 3755.195557
	Iteration 7Q: 3 clusters Score -298096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -298107.250000 Penalty: 3755.195557
	Iteration 8Q: 3 clusters Score -298107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -298117.406250 Penalty: 3755.195557
	Iteration 9Q: 3 clusters Score -298117.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -298127.875000 Penalty: 3755.195557
	Iteration 10Q: 3 clusters Score -298127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -298137.093750 Penalty: 3755.195557
	Iteration 11Q: 3 clusters Score -298137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -298145.218750 Penalty: 3755.195557
	Iteration 12Q: 3 clusters Score -298145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298149.125000 Penalty: 3755.195557
	Iteration 13Q: 3 clusters Score -298149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298153.406250 Penalty: 3755.195557
	Iteration 14Q: 3 clusters Score -298153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298155.937500 Penalty: 3755.195557
	Iteration 15Q: 3 clusters Score -298155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298156.718750 Penalty: 3755.195557
	Iteration 16Q: 3 clusters Score -298156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -298156.968750 Penalty: 3755.195557
	Iteration 17Q: 3 clusters Score -298157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -298156.968750 Penalty: 3755.195557
	Iteration 18F: 3 clusters Score -298157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -717275.812500 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -717275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -712874.250000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -712874.2 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -714078.250000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -714078.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -714473.812500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -714473.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -714798.812500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -714798.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -715079.687500 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -715079.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -715313.812500 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -715313.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -715493.000000 Penalty: 4211.359375
	Iteration 6F: 3 clusters Score -715493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -715626.437500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -715626.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -715713.062500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -715713.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -715773.625000 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -715773.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -715820.062500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -715820.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -715857.187500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -715857.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -715884.562500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -715884.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -715912.062500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -715912.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -715934.562500 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -715934.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -715955.437500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -715955.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -715963.187500 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -715963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -715974.562500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -715974.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -715983.625000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -715983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -715988.312500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -715988.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -715993.312500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -715993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -715996.250000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -715996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -715998.062500 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -715998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -716001.437500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -716001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -716002.625000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -716002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -716005.250000 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -716005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -716004.125000 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -716004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -716007.937500 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -716007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -716009.062500 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -716009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -716007.812500 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -716007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -716008.312500 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -716008.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -716008.312500 Penalty: 4211.359375
	Iteration 31F: 3 clusters Score -716008.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -2343957.750000 Penalty: 2410.049316
	Iteration 0F: 2 clusters Score -2343958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2332065.500000 Penalty: 4820.098633
	Iteration 0F: 3 clusters Score -2332066 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2336245.000000 Penalty: 4820.098633
	Iteration 1F: 3 clusters Score -2336245 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2336945.500000 Penalty: 4820.098633
	Iteration 2F: 3 clusters Score -2336946 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2337922.500000 Penalty: 4820.098633
	Iteration 3F: 3 clusters Score -2337922 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2338908.750000 Penalty: 4820.098633
	Iteration 4F: 3 clusters Score -2338909 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2339869.000000 Penalty: 4820.098633
	Iteration 5F: 3 clusters Score -2339869 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2340669.250000 Penalty: 4820.098633
	Iteration 6F: 3 clusters Score -2340669 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2341321.250000 Penalty: 4820.098633
	Iteration 7F: 3 clusters Score -2341321 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2341777.500000 Penalty: 4820.098633
	Iteration 8Q: 3 clusters Score -2341778 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2342082.000000 Penalty: 4820.098633
	Iteration 9Q: 3 clusters Score -2342082 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2342274.750000 Penalty: 4820.098633
	Iteration 10Q: 3 clusters Score -2342275 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2342378.500000 Penalty: 4820.098633
	Iteration 11Q: 3 clusters Score -2342378 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2342460.500000 Penalty: 4820.098633
	Iteration 12Q: 3 clusters Score -2342460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2342503.500000 Penalty: 4820.098633
	Iteration 13Q: 3 clusters Score -2342504 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2342546.500000 Penalty: 4820.098633
	Iteration 14Q: 3 clusters Score -2342546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2342583.750000 Penalty: 4820.098633
	Iteration 15Q: 3 clusters Score -2342584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2342622.750000 Penalty: 4820.098633
	Iteration 16Q: 3 clusters Score -2342623 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2342655.500000 Penalty: 4820.098633
	Iteration 17Q: 3 clusters Score -2342656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2342676.000000 Penalty: 4820.098633
	Iteration 18Q: 3 clusters Score -2342676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2342704.500000 Penalty: 4820.098633
	Iteration 19Q: 3 clusters Score -2342704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2342731.000000 Penalty: 4820.098633
	Iteration 20F: 3 clusters Score -2342731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2342750.500000 Penalty: 4820.098633
	Iteration 21Q: 3 clusters Score -2342750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2342764.250000 Penalty: 4820.098633
	Iteration 22Q: 3 clusters Score -2342764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2342781.500000 Penalty: 4820.098633
	Iteration 23Q: 3 clusters Score -2342782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2342796.750000 Penalty: 4820.098633
	Iteration 24Q: 3 clusters Score -2342797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2342810.750000 Penalty: 4820.098633
	Iteration 25Q: 3 clusters Score -2342811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2342842.000000 Penalty: 4820.098633
	Iteration 26Q: 3 clusters Score -2342842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2342873.250000 Penalty: 4820.098633
	Iteration 27Q: 3 clusters Score -2342873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2342904.500000 Penalty: 4820.098633
	Iteration 28Q: 3 clusters Score -2342904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2342935.500000 Penalty: 4820.098633
	Iteration 29Q: 3 clusters Score -2342936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2342962.000000 Penalty: 4820.098633
	Iteration 30Q: 3 clusters Score -2342962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2342989.750000 Penalty: 4820.098633
	Iteration 31Q: 3 clusters Score -2342990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2343016.750000 Penalty: 4820.098633
	Iteration 32Q: 3 clusters Score -2343017 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2343043.750000 Penalty: 4820.098633
	Iteration 33Q: 3 clusters Score -2343044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2343057.000000 Penalty: 4820.098633
	Iteration 34Q: 3 clusters Score -2343057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2343062.250000 Penalty: 4820.098633
	Iteration 35Q: 3 clusters Score -2343062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2343070.250000 Penalty: 4820.098633
	Iteration 36Q: 3 clusters Score -2343070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2343077.250000 Penalty: 4820.098633
	Iteration 37Q: 3 clusters Score -2343077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2343081.750000 Penalty: 4820.098633
	Iteration 38Q: 3 clusters Score -2343082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2343093.500000 Penalty: 4820.098633
	Iteration 39Q: 3 clusters Score -2343094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2343097.500000 Penalty: 4820.098633
	Iteration 40F: 3 clusters Score -2343098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2343101.500000 Penalty: 4820.098633
	Iteration 41Q: 3 clusters Score -2343102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2343105.000000 Penalty: 4820.098633
	Iteration 42Q: 3 clusters Score -2343105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2343106.250000 Penalty: 4820.098633
	Iteration 43Q: 3 clusters Score -2343106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2343114.500000 Penalty: 4820.098633
	Iteration 44Q: 3 clusters Score -2343114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2343120.500000 Penalty: 4820.098633
	Iteration 45Q: 3 clusters Score -2343120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2343115.750000 Penalty: 4820.098633
	Iteration 46Q: 3 clusters Score -2343116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2343126.000000 Penalty: 4820.098633
	Iteration 47Q: 3 clusters Score -2343126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2343134.500000 Penalty: 4820.098633
	Iteration 48Q: 3 clusters Score -2343134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2343138.250000 Penalty: 4820.098633
	Iteration 49Q: 3 clusters Score -2343138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2343142.250000 Penalty: 4820.098633
	Iteration 50Q: 3 clusters Score -2343142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2343144.500000 Penalty: 4820.098633
	Iteration 51Q: 3 clusters Score -2343144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2343146.750000 Penalty: 4820.098633
	Iteration 52Q: 3 clusters Score -2343147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2343146.250000 Penalty: 4820.098633
	Iteration 53Q: 3 clusters Score -2343146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2343150.500000 Penalty: 4820.098633
	Iteration 54Q: 3 clusters Score -2343150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2343145.750000 Penalty: 4820.098633
	Iteration 55Q: 3 clusters Score -2343146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2343152.750000 Penalty: 4820.098633
	Iteration 56Q: 3 clusters Score -2343153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2343151.750000 Penalty: 4820.098633
	Iteration 57Q: 3 clusters Score -2343152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2343157.000000 Penalty: 4820.098633
	Iteration 58Q: 3 clusters Score -2343157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2343164.000000 Penalty: 4820.098633
	Iteration 59Q: 3 clusters Score -2343164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2343167.000000 Penalty: 4820.098633
	Iteration 60F: 3 clusters Score -2343167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2343171.000000 Penalty: 4820.098633
	Iteration 61Q: 3 clusters Score -2343171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2343169.000000 Penalty: 4820.098633
	Iteration 62Q: 3 clusters Score -2343169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2343171.000000 Penalty: 4820.098633
	Iteration 63Q: 3 clusters Score -2343171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2343171.750000 Penalty: 4820.098633
	Iteration 64Q: 3 clusters Score -2343172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2343175.250000 Penalty: 4820.098633
	Iteration 65Q: 3 clusters Score -2343175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2343182.000000 Penalty: 4820.098633
	Iteration 66Q: 3 clusters Score -2343182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2343187.250000 Penalty: 4820.098633
	Iteration 67Q: 3 clusters Score -2343187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2343186.750000 Penalty: 4820.098633
	Iteration 68Q: 3 clusters Score -2343187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2343185.500000 Penalty: 4820.098633
	Iteration 69Q: 3 clusters Score -2343186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2343193.750000 Penalty: 4820.098633
	Iteration 70Q: 3 clusters Score -2343194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2343196.000000 Penalty: 4820.098633
	Iteration 71Q: 3 clusters Score -2343196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2343198.500000 Penalty: 4820.098633
	Iteration 72Q: 3 clusters Score -2343198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2343202.750000 Penalty: 4820.098633
	Iteration 73Q: 3 clusters Score -2343203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2343209.500000 Penalty: 4820.098633
	Iteration 74Q: 3 clusters Score -2343210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2343207.750000 Penalty: 4820.098633
	Iteration 75Q: 3 clusters Score -2343208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2343214.750000 Penalty: 4820.098633
	Iteration 76Q: 3 clusters Score -2343215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2343218.000000 Penalty: 4820.098633
	Iteration 77Q: 3 clusters Score -2343218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2343219.500000 Penalty: 4820.098633
	Iteration 78Q: 3 clusters Score -2343220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2343218.750000 Penalty: 4820.098633
	Iteration 79Q: 3 clusters Score -2343219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2343218.000000 Penalty: 4820.098633
	Iteration 80F: 3 clusters Score -2343218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2343217.500000 Penalty: 4820.098633
	Iteration 81Q: 3 clusters Score -2343218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2343215.000000 Penalty: 4820.098633
	Iteration 82Q: 3 clusters Score -2343215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2343217.500000 Penalty: 4820.098633
	Iteration 83Q: 3 clusters Score -2343218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2343222.750000 Penalty: 4820.098633
	Iteration 84Q: 3 clusters Score -2343223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2343223.750000 Penalty: 4820.098633
	Iteration 85Q: 3 clusters Score -2343224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2343228.750000 Penalty: 4820.098633
	Iteration 86Q: 3 clusters Score -2343229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2343225.750000 Penalty: 4820.098633
	Iteration 87Q: 3 clusters Score -2343226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2343229.750000 Penalty: 4820.098633
	Iteration 88Q: 3 clusters Score -2343230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2343233.750000 Penalty: 4820.098633
	Iteration 89Q: 3 clusters Score -2343234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2343236.500000 Penalty: 4820.098633
	Iteration 90Q: 3 clusters Score -2343236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2343240.750000 Penalty: 4820.098633
	Iteration 91Q: 3 clusters Score -2343241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2343250.500000 Penalty: 4820.098633
	Iteration 92Q: 3 clusters Score -2343250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2343250.750000 Penalty: 4820.098633
	Iteration 93Q: 3 clusters Score -2343251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2343257.250000 Penalty: 4820.098633
	Iteration 94Q: 3 clusters Score -2343257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2343257.000000 Penalty: 4820.098633
	Iteration 95Q: 3 clusters Score -2343257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2343256.500000 Penalty: 4820.098633
	Iteration 96Q: 3 clusters Score -2343256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2343260.500000 Penalty: 4820.098633
	Iteration 97Q: 3 clusters Score -2343260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2343264.000000 Penalty: 4820.098633
	Iteration 98Q: 3 clusters Score -2343264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2343267.500000 Penalty: 4820.098633
	Iteration 99Q: 3 clusters Score -2343268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2343270.250000 Penalty: 4820.098633
	Iteration 100F: 3 clusters Score -2343270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2343272.500000 Penalty: 4820.098633
	Iteration 101Q: 3 clusters Score -2343272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2343272.750000 Penalty: 4820.098633
	Iteration 102Q: 3 clusters Score -2343273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2343280.750000 Penalty: 4820.098633
	Iteration 103Q: 3 clusters Score -2343281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2343273.500000 Penalty: 4820.098633
	Iteration 104Q: 3 clusters Score -2343274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2343277.500000 Penalty: 4820.098633
	Iteration 105Q: 3 clusters Score -2343278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2343279.750000 Penalty: 4820.098633
	Iteration 106Q: 3 clusters Score -2343280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2343280.750000 Penalty: 4820.098633
	Iteration 107Q: 3 clusters Score -2343281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2343283.000000 Penalty: 4820.098633
	Iteration 108Q: 3 clusters Score -2343283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2343287.250000 Penalty: 4820.098633
	Iteration 109Q: 3 clusters Score -2343287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2343292.750000 Penalty: 4820.098633
	Iteration 110Q: 3 clusters Score -2343293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2343296.250000 Penalty: 4820.098633
	Iteration 111Q: 3 clusters Score -2343296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2343295.750000 Penalty: 4820.098633
	Iteration 112Q: 3 clusters Score -2343296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2343301.500000 Penalty: 4820.098633
	Iteration 113Q: 3 clusters Score -2343302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2343305.500000 Penalty: 4820.098633
	Iteration 114Q: 3 clusters Score -2343306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2343315.250000 Penalty: 4820.098633
	Iteration 115Q: 3 clusters Score -2343315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2343323.250000 Penalty: 4820.098633
	Iteration 116Q: 3 clusters Score -2343323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2343334.250000 Penalty: 4820.098633
	Iteration 117Q: 3 clusters Score -2343334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2343344.750000 Penalty: 4820.098633
	Iteration 118Q: 3 clusters Score -2343345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2343349.500000 Penalty: 4820.098633
	Iteration 119Q: 3 clusters Score -2343350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2343351.500000 Penalty: 4820.098633
	Iteration 120F: 3 clusters Score -2343352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2343353.000000 Penalty: 4820.098633
	Iteration 121Q: 3 clusters Score -2343353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2343358.500000 Penalty: 4820.098633
	Iteration 122Q: 3 clusters Score -2343358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2343359.000000 Penalty: 4820.098633
	Iteration 123Q: 3 clusters Score -2343359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2343365.500000 Penalty: 4820.098633
	Iteration 124Q: 3 clusters Score -2343366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2343360.750000 Penalty: 4820.098633
	Iteration 125Q: 3 clusters Score -2343361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2343362.750000 Penalty: 4820.098633
	Iteration 126Q: 3 clusters Score -2343363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2343363.250000 Penalty: 4820.098633
	Iteration 127Q: 3 clusters Score -2343363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2343365.500000 Penalty: 4820.098633
	Iteration 128Q: 3 clusters Score -2343366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2343365.000000 Penalty: 4820.098633
	Iteration 129Q: 3 clusters Score -2343365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2343368.750000 Penalty: 4820.098633
	Iteration 130Q: 3 clusters Score -2343369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2343373.000000 Penalty: 4820.098633
	Iteration 131Q: 3 clusters Score -2343373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2343375.250000 Penalty: 4820.098633
	Iteration 132Q: 3 clusters Score -2343375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2343377.000000 Penalty: 4820.098633
	Iteration 133Q: 3 clusters Score -2343377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2343374.500000 Penalty: 4820.098633
	Iteration 134Q: 3 clusters Score -2343374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2343370.750000 Penalty: 4820.098633
	Iteration 135Q: 3 clusters Score -2343371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2343371.500000 Penalty: 4820.098633
	Iteration 136Q: 3 clusters Score -2343372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2343374.000000 Penalty: 4820.098633
	Iteration 137Q: 3 clusters Score -2343374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2343375.250000 Penalty: 4820.098633
	Iteration 138Q: 3 clusters Score -2343375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2343376.750000 Penalty: 4820.098633
	Iteration 139Q: 3 clusters Score -2343377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2343377.250000 Penalty: 4820.098633
	Iteration 140F: 3 clusters Score -2343377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2343379.000000 Penalty: 4820.098633
	Iteration 141Q: 3 clusters Score -2343379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2343379.500000 Penalty: 4820.098633
	Iteration 142Q: 3 clusters Score -2343380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2343381.000000 Penalty: 4820.098633
	Iteration 143Q: 3 clusters Score -2343381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2343384.250000 Penalty: 4820.098633
	Iteration 144Q: 3 clusters Score -2343384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2343385.750000 Penalty: 4820.098633
	Iteration 145Q: 3 clusters Score -2343386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2343384.000000 Penalty: 4820.098633
	Iteration 146Q: 3 clusters Score -2343384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2343387.250000 Penalty: 4820.098633
	Iteration 147Q: 3 clusters Score -2343387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2343386.500000 Penalty: 4820.098633
	Iteration 148Q: 3 clusters Score -2343386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2343388.000000 Penalty: 4820.098633
	Iteration 149Q: 3 clusters Score -2343388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2343391.000000 Penalty: 4820.098633
	Iteration 150Q: 3 clusters Score -2343391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2343389.250000 Penalty: 4820.098633
	Iteration 151Q: 3 clusters Score -2343389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2343390.500000 Penalty: 4820.098633
	Iteration 152Q: 3 clusters Score -2343390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2343392.250000 Penalty: 4820.098633
	Iteration 153Q: 3 clusters Score -2343392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2343395.500000 Penalty: 4820.098633
	Iteration 154Q: 3 clusters Score -2343396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2343393.500000 Penalty: 4820.098633
	Iteration 155Q: 3 clusters Score -2343394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2343394.250000 Penalty: 4820.098633
	Iteration 156Q: 3 clusters Score -2343394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2343392.500000 Penalty: 4820.098633
	Iteration 157Q: 3 clusters Score -2343392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2343398.000000 Penalty: 4820.098633
	Iteration 158Q: 3 clusters Score -2343398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2343397.000000 Penalty: 4820.098633
	Iteration 159Q: 3 clusters Score -2343397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2343397.750000 Penalty: 4820.098633
	Iteration 160F: 3 clusters Score -2343398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2343398.000000 Penalty: 4820.098633
	Iteration 161Q: 3 clusters Score -2343398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2343400.000000 Penalty: 4820.098633
	Iteration 162Q: 3 clusters Score -2343400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2343400.750000 Penalty: 4820.098633
	Iteration 163Q: 3 clusters Score -2343401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2343404.250000 Penalty: 4820.098633
	Iteration 164Q: 3 clusters Score -2343404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2343401.250000 Penalty: 4820.098633
	Iteration 165Q: 3 clusters Score -2343401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2343410.500000 Penalty: 4820.098633
	Iteration 166Q: 3 clusters Score -2343410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2343407.500000 Penalty: 4820.098633
	Iteration 167Q: 3 clusters Score -2343408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2343409.750000 Penalty: 4820.098633
	Iteration 168Q: 3 clusters Score -2343410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2343414.750000 Penalty: 4820.098633
	Iteration 169Q: 3 clusters Score -2343415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2343411.500000 Penalty: 4820.098633
	Iteration 170Q: 3 clusters Score -2343412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2343412.000000 Penalty: 4820.098633
	Iteration 171Q: 3 clusters Score -2343412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2343415.250000 Penalty: 4820.098633
	Iteration 172Q: 3 clusters Score -2343415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2343417.500000 Penalty: 4820.098633
	Iteration 173Q: 3 clusters Score -2343418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2343417.000000 Penalty: 4820.098633
	Iteration 174Q: 3 clusters Score -2343417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2343415.750000 Penalty: 4820.098633
	Iteration 175Q: 3 clusters Score -2343416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2343416.750000 Penalty: 4820.098633
	Iteration 176Q: 3 clusters Score -2343417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2343423.000000 Penalty: 4820.098633
	Iteration 177Q: 3 clusters Score -2343423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2343424.750000 Penalty: 4820.098633
	Iteration 178Q: 3 clusters Score -2343425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2343425.750000 Penalty: 4820.098633
	Iteration 179Q: 3 clusters Score -2343426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2343429.750000 Penalty: 4820.098633
	Iteration 180F: 3 clusters Score -2343430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2343429.250000 Penalty: 4820.098633
	Iteration 181Q: 3 clusters Score -2343429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2343429.500000 Penalty: 4820.098633
	Iteration 182Q: 3 clusters Score -2343430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2343430.250000 Penalty: 4820.098633
	Iteration 183Q: 3 clusters Score -2343430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2343433.000000 Penalty: 4820.098633
	Iteration 184Q: 3 clusters Score -2343433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2343431.250000 Penalty: 4820.098633
	Iteration 185Q: 3 clusters Score -2343431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2343428.750000 Penalty: 4820.098633
	Iteration 186Q: 3 clusters Score -2343429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2343431.750000 Penalty: 4820.098633
	Iteration 187Q: 3 clusters Score -2343432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2343431.750000 Penalty: 4820.098633
	Iteration 188Q: 3 clusters Score -2343432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2343437.500000 Penalty: 4820.098633
	Iteration 189Q: 3 clusters Score -2343438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2343436.750000 Penalty: 4820.098633
	Iteration 190Q: 3 clusters Score -2343437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2343436.250000 Penalty: 4820.098633
	Iteration 191Q: 3 clusters Score -2343436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2343437.250000 Penalty: 4820.098633
	Iteration 192Q: 3 clusters Score -2343437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2343438.250000 Penalty: 4820.098633
	Iteration 193Q: 3 clusters Score -2343438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2343435.750000 Penalty: 4820.098633
	Iteration 194Q: 3 clusters Score -2343436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2343440.500000 Penalty: 4820.098633
	Iteration 195Q: 3 clusters Score -2343440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2343442.250000 Penalty: 4820.098633
	Iteration 196Q: 3 clusters Score -2343442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2343441.500000 Penalty: 4820.098633
	Iteration 197Q: 3 clusters Score -2343442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2343441.250000 Penalty: 4820.098633
	Iteration 198Q: 3 clusters Score -2343441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2343441.250000 Penalty: 4820.098633
	Iteration 199F: 3 clusters Score -2343441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -2154107.000000 Penalty: 2366.899902
	Iteration 0F: 2 clusters Score -2154107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2143960.000000 Penalty: 4733.799805
	Iteration 0F: 3 clusters Score -2143960 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2147191.250000 Penalty: 4733.799805
	Iteration 1F: 3 clusters Score -2147191 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2147545.250000 Penalty: 4733.799805
	Iteration 2F: 3 clusters Score -2147545 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2147831.000000 Penalty: 4733.799805
	Iteration 3F: 3 clusters Score -2147831 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2148100.750000 Penalty: 4733.799805
	Iteration 4Q: 3 clusters Score -2148101 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2148364.250000 Penalty: 4733.799805
	Iteration 5Q: 3 clusters Score -2148364 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2148654.000000 Penalty: 4733.799805
	Iteration 6Q: 3 clusters Score -2148654 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2149027.250000 Penalty: 4733.799805
	Iteration 7Q: 3 clusters Score -2149027 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2149474.000000 Penalty: 4733.799805
	Iteration 8F: 3 clusters Score -2149474 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2149935.750000 Penalty: 4733.799805
	Iteration 9F: 3 clusters Score -2149936 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2150404.250000 Penalty: 4733.799805
	Iteration 10Q: 3 clusters Score -2150404 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2150827.750000 Penalty: 4733.799805
	Iteration 11Q: 3 clusters Score -2150828 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2151200.000000 Penalty: 4733.799805
	Iteration 12Q: 3 clusters Score -2151200 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2151520.000000 Penalty: 4733.799805
	Iteration 13Q: 3 clusters Score -2151520 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2151764.000000 Penalty: 4733.799805
	Iteration 14Q: 3 clusters Score -2151764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2151913.750000 Penalty: 4733.799805
	Iteration 15Q: 3 clusters Score -2151914 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2152030.000000 Penalty: 4733.799805
	Iteration 16Q: 3 clusters Score -2152030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2152111.000000 Penalty: 4733.799805
	Iteration 17Q: 3 clusters Score -2152111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2152172.000000 Penalty: 4733.799805
	Iteration 18Q: 3 clusters Score -2152172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2152225.250000 Penalty: 4733.799805
	Iteration 19Q: 3 clusters Score -2152225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2152266.500000 Penalty: 4733.799805
	Iteration 20F: 3 clusters Score -2152266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2152293.250000 Penalty: 4733.799805
	Iteration 21Q: 3 clusters Score -2152293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2152319.500000 Penalty: 4733.799805
	Iteration 22Q: 3 clusters Score -2152320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2152336.500000 Penalty: 4733.799805
	Iteration 23Q: 3 clusters Score -2152336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2152347.750000 Penalty: 4733.799805
	Iteration 24Q: 3 clusters Score -2152348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2152350.000000 Penalty: 4733.799805
	Iteration 25Q: 3 clusters Score -2152350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2152352.250000 Penalty: 4733.799805
	Iteration 26Q: 3 clusters Score -2152352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2152353.000000 Penalty: 4733.799805
	Iteration 27Q: 3 clusters Score -2152353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2152353.500000 Penalty: 4733.799805
	Iteration 28Q: 3 clusters Score -2152354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2152356.250000 Penalty: 4733.799805
	Iteration 29Q: 3 clusters Score -2152356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2152356.500000 Penalty: 4733.799805
	Iteration 30Q: 3 clusters Score -2152356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2152356.500000 Penalty: 4733.799805
	Iteration 31F: 3 clusters Score -2152356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Entering Unmasked Estep 
Score: -9156381.000000 Penalty: 2732.701416
	Iteration 0F: 2 clusters Score -9156381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -9115619.000000 Penalty: 5465.402832
	Iteration 0F: 3 clusters Score -9115619 nChanged 28332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -9131634.000000 Penalty: 5465.402832
	Iteration 1F: 3 clusters Score -9131634 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -9132496.000000 Penalty: 5465.402832
	Iteration 2Q: 3 clusters Score -9132496 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -9133686.000000 Penalty: 5465.402832
	Iteration 3Q: 3 clusters Score -9133686 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -9135533.000000 Penalty: 5465.402832
	Iteration 4F: 3 clusters Score -9135533 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -9138420.000000 Penalty: 5465.402832
	Iteration 5F: 3 clusters Score -9138420 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9142481.000000 Penalty: 5465.402832
	Iteration 6F: 3 clusters Score -9142481 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -9146684.000000 Penalty: 5465.402832
	Iteration 7F: 3 clusters Score -9146684 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -9150120.000000 Penalty: 5465.402832
	Iteration 8F: 3 clusters Score -9150120 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -9152270.000000 Penalty: 5465.402832
	Iteration 9Q: 3 clusters Score -9152270 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -9153256.000000 Penalty: 5465.402832
	Iteration 10Q: 3 clusters Score -9153256 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -9153633.000000 Penalty: 5465.402832
	Iteration 11Q: 3 clusters Score -9153633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -9153809.000000 Penalty: 5465.402832
	Iteration 12Q: 3 clusters Score -9153809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -9153944.000000 Penalty: 5465.402832
	Iteration 13Q: 3 clusters Score -9153944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -9154012.000000 Penalty: 5465.402832
	Iteration 14Q: 3 clusters Score -9154012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -9154050.000000 Penalty: 5465.402832
	Iteration 15Q: 3 clusters Score -9154050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -9154085.000000 Penalty: 5465.402832
	Iteration 16Q: 3 clusters Score -9154085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154103.000000 Penalty: 5465.402832
	Iteration 17Q: 3 clusters Score -9154103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -9154122.000000 Penalty: 5465.402832
	Iteration 18Q: 3 clusters Score -9154122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -9154127.000000 Penalty: 5465.402832
	Iteration 19Q: 3 clusters Score -9154127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -9154126.000000 Penalty: 5465.402832
	Iteration 20F: 3 clusters Score -9154126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -9154129.000000 Penalty: 5465.402832
	Iteration 21Q: 3 clusters Score -9154129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154135.000000 Penalty: 5465.402832
	Iteration 22Q: 3 clusters Score -9154135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154141.000000 Penalty: 5465.402832
	Iteration 23Q: 3 clusters Score -9154141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154134.000000 Penalty: 5465.402832
	Iteration 24Q: 3 clusters Score -9154134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154142.000000 Penalty: 5465.402832
	Iteration 25Q: 3 clusters Score -9154142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -9154142.000000 Penalty: 5465.402832
	Iteration 26F: 3 clusters Score -9154142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25421.226562 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25421.23 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 125 members 
Entering Unmasked Estep 
Score: -24424.402344 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24424.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24546.822266 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24546.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24619.523438 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -24619.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24657.513672 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24657.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24682.093750 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24682.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24688.822266 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24688.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24690.705078 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24690.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24701.843750 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24701.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24704.755859 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -24704.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24704.755859 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -24704.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Entering Unmasked Estep 
Score: -5044251.000000 Penalty: 2577.794922
	Iteration 0F: 2 clusters Score -5044251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -5021887.000000 Penalty: 5155.589844
	Iteration 0F: 3 clusters Score -5021887 nChanged 14787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5030325.000000 Penalty: 5155.589844
	Iteration 1F: 3 clusters Score -5030325 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5030947.500000 Penalty: 5155.589844
	Iteration 2Q: 3 clusters Score -5030948 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5031581.000000 Penalty: 5155.589844
	Iteration 3Q: 3 clusters Score -5031581 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5032236.500000 Penalty: 5155.589844
	Iteration 4Q: 3 clusters Score -5032236 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5033119.500000 Penalty: 5155.589844
	Iteration 5Q: 3 clusters Score -5033120 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5034088.500000 Penalty: 5155.589844
	Iteration 6F: 3 clusters Score -5034088 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5035294.500000 Penalty: 5155.589844
	Iteration 7F: 3 clusters Score -5035294 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5036571.000000 Penalty: 5155.589844
	Iteration 8F: 3 clusters Score -5036571 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5037601.000000 Penalty: 5155.589844
	Iteration 9F: 3 clusters Score -5037601 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5038188.500000 Penalty: 5155.589844
	Iteration 10Q: 3 clusters Score -5038188 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5038521.500000 Penalty: 5155.589844
	Iteration 11Q: 3 clusters Score -5038522 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5038693.500000 Penalty: 5155.589844
	Iteration 12Q: 3 clusters Score -5038694 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5038789.000000 Penalty: 5155.589844
	Iteration 13Q: 3 clusters Score -5038789 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5038832.500000 Penalty: 5155.589844
	Iteration 14Q: 3 clusters Score -5038832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5038896.500000 Penalty: 5155.589844
	Iteration 15Q: 3 clusters Score -5038896 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5038955.500000 Penalty: 5155.589844
	Iteration 16Q: 3 clusters Score -5038956 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5038984.000000 Penalty: 5155.589844
	Iteration 17Q: 3 clusters Score -5038984 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5039043.500000 Penalty: 5155.589844
	Iteration 18Q: 3 clusters Score -5039044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5039124.000000 Penalty: 5155.589844
	Iteration 19Q: 3 clusters Score -5039124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5039153.000000 Penalty: 5155.589844
	Iteration 20F: 3 clusters Score -5039153 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5039192.000000 Penalty: 5155.589844
	Iteration 21Q: 3 clusters Score -5039192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5039264.000000 Penalty: 5155.589844
	Iteration 22Q: 3 clusters Score -5039264 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5039297.000000 Penalty: 5155.589844
	Iteration 23Q: 3 clusters Score -5039297 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5039345.500000 Penalty: 5155.589844
	Iteration 24Q: 3 clusters Score -5039346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5039413.000000 Penalty: 5155.589844
	Iteration 25Q: 3 clusters Score -5039413 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5039470.500000 Penalty: 5155.589844
	Iteration 26Q: 3 clusters Score -5039470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -5039512.000000 Penalty: 5155.589844
	Iteration 27Q: 3 clusters Score -5039512 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5039581.000000 Penalty: 5155.589844
	Iteration 28Q: 3 clusters Score -5039581 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5039648.500000 Penalty: 5155.589844
	Iteration 29Q: 3 clusters Score -5039648 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5039719.000000 Penalty: 5155.589844
	Iteration 30Q: 3 clusters Score -5039719 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -5039729.500000 Penalty: 5155.589844
	Iteration 31Q: 3 clusters Score -5039730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5039790.500000 Penalty: 5155.589844
	Iteration 32Q: 3 clusters Score -5039790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5039832.500000 Penalty: 5155.589844
	Iteration 33Q: 3 clusters Score -5039832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -5039873.500000 Penalty: 5155.589844
	Iteration 34Q: 3 clusters Score -5039874 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5039922.000000 Penalty: 5155.589844
	Iteration 35Q: 3 clusters Score -5039922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5039996.000000 Penalty: 5155.589844
	Iteration 36Q: 3 clusters Score -5039996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -5040070.000000 Penalty: 5155.589844
	Iteration 37Q: 3 clusters Score -5040070 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5040108.500000 Penalty: 5155.589844
	Iteration 38Q: 3 clusters Score -5040108 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5040181.500000 Penalty: 5155.589844
	Iteration 39Q: 3 clusters Score -5040182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5040237.500000 Penalty: 5155.589844
	Iteration 40F: 3 clusters Score -5040238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5040316.000000 Penalty: 5155.589844
	Iteration 41Q: 3 clusters Score -5040316 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5040391.500000 Penalty: 5155.589844
	Iteration 42Q: 3 clusters Score -5040392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5040473.500000 Penalty: 5155.589844
	Iteration 43Q: 3 clusters Score -5040474 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5040572.000000 Penalty: 5155.589844
	Iteration 44Q: 3 clusters Score -5040572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -5040622.500000 Penalty: 5155.589844
	Iteration 45Q: 3 clusters Score -5040622 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5040690.500000 Penalty: 5155.589844
	Iteration 46Q: 3 clusters Score -5040690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5040783.500000 Penalty: 5155.589844
	Iteration 47Q: 3 clusters Score -5040784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -5040820.000000 Penalty: 5155.589844
	Iteration 48Q: 3 clusters Score -5040820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5040886.500000 Penalty: 5155.589844
	Iteration 49Q: 3 clusters Score -5040886 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -5040941.500000 Penalty: 5155.589844
	Iteration 50Q: 3 clusters Score -5040942 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5041012.000000 Penalty: 5155.589844
	Iteration 51Q: 3 clusters Score -5041012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5041072.000000 Penalty: 5155.589844
	Iteration 52Q: 3 clusters Score -5041072 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5041139.500000 Penalty: 5155.589844
	Iteration 53Q: 3 clusters Score -5041140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5041195.000000 Penalty: 5155.589844
	Iteration 54Q: 3 clusters Score -5041195 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5041253.000000 Penalty: 5155.589844
	Iteration 55Q: 3 clusters Score -5041253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -5041313.000000 Penalty: 5155.589844
	Iteration 56Q: 3 clusters Score -5041313 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5041341.500000 Penalty: 5155.589844
	Iteration 57Q: 3 clusters Score -5041342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -5041387.500000 Penalty: 5155.589844
	Iteration 58Q: 3 clusters Score -5041388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -5041417.500000 Penalty: 5155.589844
	Iteration 59Q: 3 clusters Score -5041418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5041455.000000 Penalty: 5155.589844
	Iteration 60F: 3 clusters Score -5041455 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5041511.000000 Penalty: 5155.589844
	Iteration 61Q: 3 clusters Score -5041511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5041542.500000 Penalty: 5155.589844
	Iteration 62Q: 3 clusters Score -5041542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5041597.000000 Penalty: 5155.589844
	Iteration 63Q: 3 clusters Score -5041597 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5041641.000000 Penalty: 5155.589844
	Iteration 64Q: 3 clusters Score -5041641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -5041687.500000 Penalty: 5155.589844
	Iteration 65Q: 3 clusters Score -5041688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5041732.000000 Penalty: 5155.589844
	Iteration 66Q: 3 clusters Score -5041732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -5041763.000000 Penalty: 5155.589844
	Iteration 67Q: 3 clusters Score -5041763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -5041771.000000 Penalty: 5155.589844
	Iteration 68Q: 3 clusters Score -5041771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5041804.000000 Penalty: 5155.589844
	Iteration 69Q: 3 clusters Score -5041804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5041809.500000 Penalty: 5155.589844
	Iteration 70Q: 3 clusters Score -5041810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5041818.500000 Penalty: 5155.589844
	Iteration 71Q: 3 clusters Score -5041818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -5041829.500000 Penalty: 5155.589844
	Iteration 72Q: 3 clusters Score -5041830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -5041844.000000 Penalty: 5155.589844
	Iteration 73Q: 3 clusters Score -5041844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5041864.000000 Penalty: 5155.589844
	Iteration 74Q: 3 clusters Score -5041864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5041877.500000 Penalty: 5155.589844
	Iteration 75Q: 3 clusters Score -5041878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5041896.000000 Penalty: 5155.589844
	Iteration 76Q: 3 clusters Score -5041896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5041910.000000 Penalty: 5155.589844
	Iteration 77Q: 3 clusters Score -5041910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5041924.000000 Penalty: 5155.589844
	Iteration 78Q: 3 clusters Score -5041924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5041934.500000 Penalty: 5155.589844
	Iteration 79Q: 3 clusters Score -5041934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -5041946.000000 Penalty: 5155.589844
	Iteration 80F: 3 clusters Score -5041946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5041962.000000 Penalty: 5155.589844
	Iteration 81Q: 3 clusters Score -5041962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5041975.000000 Penalty: 5155.589844
	Iteration 82Q: 3 clusters Score -5041975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5042001.500000 Penalty: 5155.589844
	Iteration 83Q: 3 clusters Score -5042002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -5042016.500000 Penalty: 5155.589844
	Iteration 84Q: 3 clusters Score -5042016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5042023.000000 Penalty: 5155.589844
	Iteration 85Q: 3 clusters Score -5042023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5042014.000000 Penalty: 5155.589844
	Iteration 86Q: 3 clusters Score -5042014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5042025.500000 Penalty: 5155.589844
	Iteration 87Q: 3 clusters Score -5042026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5042031.500000 Penalty: 5155.589844
	Iteration 88Q: 3 clusters Score -5042032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5042033.500000 Penalty: 5155.589844
	Iteration 89Q: 3 clusters Score -5042034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -5042036.000000 Penalty: 5155.589844
	Iteration 90Q: 3 clusters Score -5042036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5042037.000000 Penalty: 5155.589844
	Iteration 91Q: 3 clusters Score -5042037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5042042.000000 Penalty: 5155.589844
	Iteration 92Q: 3 clusters Score -5042042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5042044.000000 Penalty: 5155.589844
	Iteration 93Q: 3 clusters Score -5042044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5042042.000000 Penalty: 5155.589844
	Iteration 94Q: 3 clusters Score -5042042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5042042.500000 Penalty: 5155.589844
	Iteration 95Q: 3 clusters Score -5042042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5042045.500000 Penalty: 5155.589844
	Iteration 96Q: 3 clusters Score -5042046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5042049.000000 Penalty: 5155.589844
	Iteration 97Q: 3 clusters Score -5042049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5042047.000000 Penalty: 5155.589844
	Iteration 98Q: 3 clusters Score -5042047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -5042045.500000 Penalty: 5155.589844
	Iteration 99Q: 3 clusters Score -5042046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5042042.000000 Penalty: 5155.589844
	Iteration 100F: 3 clusters Score -5042042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5042043.000000 Penalty: 5155.589844
	Iteration 101Q: 3 clusters Score -5042043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -5042047.000000 Penalty: 5155.589844
	Iteration 102Q: 3 clusters Score -5042047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -5042051.000000 Penalty: 5155.589844
	Iteration 103Q: 3 clusters Score -5042051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5042051.000000 Penalty: 5155.589844
	Iteration 104Q: 3 clusters Score -5042051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5042051.000000 Penalty: 5155.589844
	Iteration 105F: 3 clusters Score -5042051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Entering Unmasked Estep 
Score: -10062163.000000 Penalty: 2746.579346
	Iteration 0F: 2 clusters Score -1.006216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -10018929.000000 Penalty: 5493.158691
	Iteration 0F: 3 clusters Score -1.001893e+07 nChanged 30066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -10035691.000000 Penalty: 5493.158691
	Iteration 1F: 3 clusters Score -1.003569e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -10036230.000000 Penalty: 5493.158691
	Iteration 2Q: 3 clusters Score -1.003623e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -10036690.000000 Penalty: 5493.158691
	Iteration 3Q: 3 clusters Score -1.003669e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -10037209.000000 Penalty: 5493.158691
	Iteration 4Q: 3 clusters Score -1.003721e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -10038092.000000 Penalty: 5493.158691
	Iteration 5Q: 3 clusters Score -1.003809e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -10039363.000000 Penalty: 5493.158691
	Iteration 6Q: 3 clusters Score -1.003936e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -10041743.000000 Penalty: 5493.158691
	Iteration 7F: 3 clusters Score -1.004174e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -10045437.000000 Penalty: 5493.158691
	Iteration 8F: 3 clusters Score -1.004544e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -10050405.000000 Penalty: 5493.158691
	Iteration 9F: 3 clusters Score -1.00504e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -10055063.000000 Penalty: 5493.158691
	Iteration 10F: 3 clusters Score -1.005506e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -10057973.000000 Penalty: 5493.158691
	Iteration 11Q: 3 clusters Score -1.005797e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -10059040.000000 Penalty: 5493.158691
	Iteration 12Q: 3 clusters Score -1.005904e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -10059449.000000 Penalty: 5493.158691
	Iteration 13Q: 3 clusters Score -1.005945e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -10059587.000000 Penalty: 5493.158691
	Iteration 14Q: 3 clusters Score -1.005959e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -10059657.000000 Penalty: 5493.158691
	Iteration 15Q: 3 clusters Score -1.005966e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -10059710.000000 Penalty: 5493.158691
	Iteration 16Q: 3 clusters Score -1.005971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -10059743.000000 Penalty: 5493.158691
	Iteration 17Q: 3 clusters Score -1.005974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -10059742.000000 Penalty: 5493.158691
	Iteration 18Q: 3 clusters Score -1.005974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -10059759.000000 Penalty: 5493.158691
	Iteration 19Q: 3 clusters Score -1.005976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -10059768.000000 Penalty: 5493.158691
	Iteration 20F: 3 clusters Score -1.005977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -10059771.000000 Penalty: 5493.158691
	Iteration 21Q: 3 clusters Score -1.005977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -10059770.000000 Penalty: 5493.158691
	Iteration 22Q: 3 clusters Score -1.005977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -10059777.000000 Penalty: 5493.158691
	Iteration 23Q: 3 clusters Score -1.005978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -10059783.000000 Penalty: 5493.158691
	Iteration 24Q: 3 clusters Score -1.005978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -10059783.000000 Penalty: 5493.158691
	Iteration 25Q: 3 clusters Score -1.005978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -10059783.000000 Penalty: 5493.158691
	Iteration 26Q: 3 clusters Score -1.005978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -10059798.000000 Penalty: 5493.158691
	Iteration 27Q: 3 clusters Score -1.00598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -10059797.000000 Penalty: 5493.158691
	Iteration 28Q: 3 clusters Score -1.00598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -10059810.000000 Penalty: 5493.158691
	Iteration 29Q: 3 clusters Score -1.005981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -10059809.000000 Penalty: 5493.158691
	Iteration 30Q: 3 clusters Score -1.005981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -10059812.000000 Penalty: 5493.158691
	Iteration 31Q: 3 clusters Score -1.005981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -10059814.000000 Penalty: 5493.158691
	Iteration 32Q: 3 clusters Score -1.005981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -10059814.000000 Penalty: 5493.158691
	Iteration 33F: 3 clusters Score -1.005981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Entering Unmasked Estep 
Score: -15118048.000000 Penalty: 2849.546631
	Iteration 0F: 2 clusters Score -1.511805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -15054142.000000 Penalty: 5699.093262
	Iteration 0F: 3 clusters Score -1.505414e+07 nChanged 46394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -15080778.000000 Penalty: 5699.093262
	Iteration 1F: 3 clusters Score -1.508078e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -15081753.000000 Penalty: 5699.093262
	Iteration 2Q: 3 clusters Score -1.508175e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -15082970.000000 Penalty: 5699.093262
	Iteration 3Q: 3 clusters Score -1.508297e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -15084652.000000 Penalty: 5699.093262
	Iteration 4Q: 3 clusters Score -1.508465e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -15087211.000000 Penalty: 5699.093262
	Iteration 5F: 3 clusters Score -1.508721e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -15091127.000000 Penalty: 5699.093262
	Iteration 6F: 3 clusters Score -1.509113e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -15096540.000000 Penalty: 5699.093262
	Iteration 7F: 3 clusters Score -1.509654e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -15102853.000000 Penalty: 5699.093262
	Iteration 8F: 3 clusters Score -1.510285e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -15108703.000000 Penalty: 5699.093262
	Iteration 9F: 3 clusters Score -1.51087e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -15112597.000000 Penalty: 5699.093262
	Iteration 10Q: 3 clusters Score -1.51126e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -15114387.000000 Penalty: 5699.093262
	Iteration 11Q: 3 clusters Score -1.511439e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -15115105.000000 Penalty: 5699.093262
	Iteration 12Q: 3 clusters Score -1.51151e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -15115359.000000 Penalty: 5699.093262
	Iteration 13Q: 3 clusters Score -1.511536e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -15115494.000000 Penalty: 5699.093262
	Iteration 14Q: 3 clusters Score -1.511549e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -15115626.000000 Penalty: 5699.093262
	Iteration 15Q: 3 clusters Score -1.511563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -15115675.000000 Penalty: 5699.093262
	Iteration 16Q: 3 clusters Score -1.511568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -15115692.000000 Penalty: 5699.093262
	Iteration 17Q: 3 clusters Score -1.511569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -15115730.000000 Penalty: 5699.093262
	Iteration 18Q: 3 clusters Score -1.511573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -15115751.000000 Penalty: 5699.093262
	Iteration 19Q: 3 clusters Score -1.511575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -15115761.000000 Penalty: 5699.093262
	Iteration 20F: 3 clusters Score -1.511576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -15115770.000000 Penalty: 5699.093262
	Iteration 21Q: 3 clusters Score -1.511577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -15115767.000000 Penalty: 5699.093262
	Iteration 22Q: 3 clusters Score -1.511577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -15115773.000000 Penalty: 5699.093262
	Iteration 23Q: 3 clusters Score -1.511577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -15115774.000000 Penalty: 5699.093262
	Iteration 24Q: 3 clusters Score -1.511577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -15115770.000000 Penalty: 5699.093262
	Iteration 25Q: 3 clusters Score -1.511577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -15115770.000000 Penalty: 5699.093262
	Iteration 26F: 3 clusters Score -1.511577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -348052.125000 Penalty: 1937.670410
	Iteration 0F: 2 clusters Score -348052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -345159.281250 Penalty: 3875.340820
	Iteration 0F: 3 clusters Score -345159.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -345675.531250 Penalty: 3875.340820
	Iteration 1F: 3 clusters Score -345675.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -345820.031250 Penalty: 3875.340820
	Iteration 2F: 3 clusters Score -345820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -345898.031250 Penalty: 3875.340820
	Iteration 3Q: 3 clusters Score -345898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -345950.531250 Penalty: 3875.340820
	Iteration 4Q: 3 clusters Score -345950.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -345998.281250 Penalty: 3875.340820
	Iteration 5Q: 3 clusters Score -345998.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346027.218750 Penalty: 3875.340820
	Iteration 6Q: 3 clusters Score -346027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -346048.687500 Penalty: 3875.340820
	Iteration 7Q: 3 clusters Score -346048.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346067.593750 Penalty: 3875.340820
	Iteration 8Q: 3 clusters Score -346067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -346081.687500 Penalty: 3875.340820
	Iteration 9Q: 3 clusters Score -346081.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -346088.406250 Penalty: 3875.340820
	Iteration 10Q: 3 clusters Score -346088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -346095.500000 Penalty: 3875.340820
	Iteration 11Q: 3 clusters Score -346095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -346100.593750 Penalty: 3875.340820
	Iteration 12Q: 3 clusters Score -346100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346102.531250 Penalty: 3875.340820
	Iteration 13Q: 3 clusters Score -346102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346103.312500 Penalty: 3875.340820
	Iteration 14Q: 3 clusters Score -346103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -346104.875000 Penalty: 3875.340820
	Iteration 15Q: 3 clusters Score -346104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -346107.093750 Penalty: 3875.340820
	Iteration 16Q: 3 clusters Score -346107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -346112.500000 Penalty: 3875.340820
	Iteration 17Q: 3 clusters Score -346112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -346119.218750 Penalty: 3875.340820
	Iteration 18Q: 3 clusters Score -346119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346124.593750 Penalty: 3875.340820
	Iteration 19Q: 3 clusters Score -346124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -346138.250000 Penalty: 3875.340820
	Iteration 20F: 3 clusters Score -346138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -346154.031250 Penalty: 3875.340820
	Iteration 21Q: 3 clusters Score -346154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -346165.781250 Penalty: 3875.340820
	Iteration 22Q: 3 clusters Score -346165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -346177.906250 Penalty: 3875.340820
	Iteration 23Q: 3 clusters Score -346177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -346201.031250 Penalty: 3875.340820
	Iteration 24Q: 3 clusters Score -346201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -346234.187500 Penalty: 3875.340820
	Iteration 25Q: 3 clusters Score -346234.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -346267.218750 Penalty: 3875.340820
	Iteration 26Q: 3 clusters Score -346267.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -346291.781250 Penalty: 3875.340820
	Iteration 27Q: 3 clusters Score -346291.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -346316.656250 Penalty: 3875.340820
	Iteration 28Q: 3 clusters Score -346316.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -346349.718750 Penalty: 3875.340820
	Iteration 29Q: 3 clusters Score -346349.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -346377.500000 Penalty: 3875.340820
	Iteration 30Q: 3 clusters Score -346377.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -346405.906250 Penalty: 3875.340820
	Iteration 31Q: 3 clusters Score -346405.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346431.625000 Penalty: 3875.340820
	Iteration 32Q: 3 clusters Score -346431.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -346466.656250 Penalty: 3875.340820
	Iteration 33Q: 3 clusters Score -346466.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -346499.656250 Penalty: 3875.340820
	Iteration 34Q: 3 clusters Score -346499.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -346533.468750 Penalty: 3875.340820
	Iteration 35Q: 3 clusters Score -346533.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -346571.843750 Penalty: 3875.340820
	Iteration 36Q: 3 clusters Score -346571.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -346599.343750 Penalty: 3875.340820
	Iteration 37Q: 3 clusters Score -346599.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -346621.812500 Penalty: 3875.340820
	Iteration 38Q: 3 clusters Score -346621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -346639.906250 Penalty: 3875.340820
	Iteration 39Q: 3 clusters Score -346639.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -346655.781250 Penalty: 3875.340820
	Iteration 40F: 3 clusters Score -346655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -346670.000000 Penalty: 3875.340820
	Iteration 41Q: 3 clusters Score -346670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -346685.343750 Penalty: 3875.340820
	Iteration 42Q: 3 clusters Score -346685.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -346698.031250 Penalty: 3875.340820
	Iteration 43Q: 3 clusters Score -346698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -346714.437500 Penalty: 3875.340820
	Iteration 44Q: 3 clusters Score -346714.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346730.312500 Penalty: 3875.340820
	Iteration 45Q: 3 clusters Score -346730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -346741.218750 Penalty: 3875.340820
	Iteration 46Q: 3 clusters Score -346741.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -346749.875000 Penalty: 3875.340820
	Iteration 47Q: 3 clusters Score -346749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346758.625000 Penalty: 3875.340820
	Iteration 48Q: 3 clusters Score -346758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -346766.968750 Penalty: 3875.340820
	Iteration 49Q: 3 clusters Score -346767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -346776.562500 Penalty: 3875.340820
	Iteration 50Q: 3 clusters Score -346776.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346780.156250 Penalty: 3875.340820
	Iteration 51Q: 3 clusters Score -346780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -346785.156250 Penalty: 3875.340820
	Iteration 52Q: 3 clusters Score -346785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -346788.843750 Penalty: 3875.340820
	Iteration 53Q: 3 clusters Score -346788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -346793.781250 Penalty: 3875.340820
	Iteration 54Q: 3 clusters Score -346793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346800.968750 Penalty: 3875.340820
	Iteration 55Q: 3 clusters Score -346801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -346804.562500 Penalty: 3875.340820
	Iteration 56Q: 3 clusters Score -346804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -346813.500000 Penalty: 3875.340820
	Iteration 57Q: 3 clusters Score -346813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -346820.718750 Penalty: 3875.340820
	Iteration 58Q: 3 clusters Score -346820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -346822.156250 Penalty: 3875.340820
	Iteration 59Q: 3 clusters Score -346822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -346823.218750 Penalty: 3875.340820
	Iteration 60F: 3 clusters Score -346823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -346823.281250 Penalty: 3875.340820
	Iteration 61Q: 3 clusters Score -346823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -346823.281250 Penalty: 3875.340820
	Iteration 62F: 3 clusters Score -346823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Entering Unmasked Estep 
Score: -17958790.000000 Penalty: 2893.516357
	Iteration 0F: 2 clusters Score -1.795879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -17884024.000000 Penalty: 5787.032715
	Iteration 0F: 3 clusters Score -1.788402e+07 nChanged 55469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -17916124.000000 Penalty: 5787.032715
	Iteration 1F: 3 clusters Score -1.791612e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -17917384.000000 Penalty: 5787.032715
	Iteration 2Q: 3 clusters Score -1.791738e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -17918990.000000 Penalty: 5787.032715
	Iteration 3Q: 3 clusters Score -1.791899e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -17921246.000000 Penalty: 5787.032715
	Iteration 4Q: 3 clusters Score -1.792125e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -17924658.000000 Penalty: 5787.032715
	Iteration 5F: 3 clusters Score -1.792466e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -17929906.000000 Penalty: 5787.032715
	Iteration 6F: 3 clusters Score -1.792991e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -17937416.000000 Penalty: 5787.032715
	Iteration 7F: 3 clusters Score -1.793742e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -17945346.000000 Penalty: 5787.032715
	Iteration 8F: 3 clusters Score -1.794535e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -17951682.000000 Penalty: 5787.032715
	Iteration 9F: 3 clusters Score -1.795168e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -17954474.000000 Penalty: 5787.032715
	Iteration 10Q: 3 clusters Score -1.795447e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -17955492.000000 Penalty: 5787.032715
	Iteration 11Q: 3 clusters Score -1.795549e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17955900.000000 Penalty: 5787.032715
	Iteration 12Q: 3 clusters Score -1.79559e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -17956046.000000 Penalty: 5787.032715
	Iteration 13Q: 3 clusters Score -1.795605e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -17956130.000000 Penalty: 5787.032715
	Iteration 14Q: 3 clusters Score -1.795613e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17956210.000000 Penalty: 5787.032715
	Iteration 15Q: 3 clusters Score -1.795621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17956232.000000 Penalty: 5787.032715
	Iteration 16Q: 3 clusters Score -1.795623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17956260.000000 Penalty: 5787.032715
	Iteration 17Q: 3 clusters Score -1.795626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17956262.000000 Penalty: 5787.032715
	Iteration 18Q: 3 clusters Score -1.795626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17956264.000000 Penalty: 5787.032715
	Iteration 19Q: 3 clusters Score -1.795626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17956282.000000 Penalty: 5787.032715
	Iteration 20F: 3 clusters Score -1.795628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17956264.000000 Penalty: 5787.032715
	Iteration 21Q: 3 clusters Score -1.795626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17956270.000000 Penalty: 5787.032715
	Iteration 22Q: 3 clusters Score -1.795627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17956278.000000 Penalty: 5787.032715
	Iteration 23Q: 3 clusters Score -1.795628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17956286.000000 Penalty: 5787.032715
	Iteration 24Q: 3 clusters Score -1.795629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17956300.000000 Penalty: 5787.032715
	Iteration 25Q: 3 clusters Score -1.79563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17956306.000000 Penalty: 5787.032715
	Iteration 26Q: 3 clusters Score -1.795631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17956308.000000 Penalty: 5787.032715
	Iteration 27Q: 3 clusters Score -1.795631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17956304.000000 Penalty: 5787.032715
	Iteration 28Q: 3 clusters Score -1.79563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17956298.000000 Penalty: 5787.032715
	Iteration 29Q: 3 clusters Score -1.79563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17956304.000000 Penalty: 5787.032715
	Iteration 30Q: 3 clusters Score -1.79563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17956304.000000 Penalty: 5787.032715
	Iteration 31Q: 3 clusters Score -1.79563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17956314.000000 Penalty: 5787.032715
	Iteration 32Q: 3 clusters Score -1.795631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17956314.000000 Penalty: 5787.032715
	Iteration 33F: 3 clusters Score -1.795631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Entering Unmasked Estep 
Score: -2849233.000000 Penalty: 2433.831299
	Iteration 0F: 2 clusters Score -2849233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2836213.500000 Penalty: 4867.662598
	Iteration 0F: 3 clusters Score -2836214 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2840488.000000 Penalty: 4867.662598
	Iteration 1F: 3 clusters Score -2840488 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2840840.000000 Penalty: 4867.662598
	Iteration 2F: 3 clusters Score -2840840 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2841123.000000 Penalty: 4867.662598
	Iteration 3Q: 3 clusters Score -2841123 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2841405.500000 Penalty: 4867.662598
	Iteration 4Q: 3 clusters Score -2841406 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2841720.750000 Penalty: 4867.662598
	Iteration 5Q: 3 clusters Score -2841721 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2842082.750000 Penalty: 4867.662598
	Iteration 6Q: 3 clusters Score -2842083 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2842560.500000 Penalty: 4867.662598
	Iteration 7Q: 3 clusters Score -2842560 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2843206.250000 Penalty: 4867.662598
	Iteration 8F: 3 clusters Score -2843206 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2843981.250000 Penalty: 4867.662598
	Iteration 9F: 3 clusters Score -2843981 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2844724.250000 Penalty: 4867.662598
	Iteration 10F: 3 clusters Score -2844724 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2845235.750000 Penalty: 4867.662598
	Iteration 11Q: 3 clusters Score -2845236 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2845520.250000 Penalty: 4867.662598
	Iteration 12Q: 3 clusters Score -2845520 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2845668.000000 Penalty: 4867.662598
	Iteration 13Q: 3 clusters Score -2845668 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2845746.750000 Penalty: 4867.662598
	Iteration 14Q: 3 clusters Score -2845747 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2845823.500000 Penalty: 4867.662598
	Iteration 15Q: 3 clusters Score -2845824 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2845884.750000 Penalty: 4867.662598
	Iteration 16Q: 3 clusters Score -2845885 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2845938.500000 Penalty: 4867.662598
	Iteration 17Q: 3 clusters Score -2845938 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2845989.750000 Penalty: 4867.662598
	Iteration 18Q: 3 clusters Score -2845990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2846058.250000 Penalty: 4867.662598
	Iteration 19Q: 3 clusters Score -2846058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2846100.750000 Penalty: 4867.662598
	Iteration 20F: 3 clusters Score -2846101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2846142.750000 Penalty: 4867.662598
	Iteration 21Q: 3 clusters Score -2846143 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2846181.000000 Penalty: 4867.662598
	Iteration 22Q: 3 clusters Score -2846181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2846217.250000 Penalty: 4867.662598
	Iteration 23Q: 3 clusters Score -2846217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2846259.500000 Penalty: 4867.662598
	Iteration 24Q: 3 clusters Score -2846260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2846274.250000 Penalty: 4867.662598
	Iteration 25Q: 3 clusters Score -2846274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2846309.500000 Penalty: 4867.662598
	Iteration 26Q: 3 clusters Score -2846310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2846327.500000 Penalty: 4867.662598
	Iteration 27Q: 3 clusters Score -2846328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2846346.250000 Penalty: 4867.662598
	Iteration 28Q: 3 clusters Score -2846346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2846370.500000 Penalty: 4867.662598
	Iteration 29Q: 3 clusters Score -2846370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2846391.750000 Penalty: 4867.662598
	Iteration 30Q: 3 clusters Score -2846392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2846415.250000 Penalty: 4867.662598
	Iteration 31Q: 3 clusters Score -2846415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2846448.250000 Penalty: 4867.662598
	Iteration 32Q: 3 clusters Score -2846448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2846464.250000 Penalty: 4867.662598
	Iteration 33Q: 3 clusters Score -2846464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2846492.250000 Penalty: 4867.662598
	Iteration 34Q: 3 clusters Score -2846492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2846529.500000 Penalty: 4867.662598
	Iteration 35Q: 3 clusters Score -2846530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2846539.750000 Penalty: 4867.662598
	Iteration 36Q: 3 clusters Score -2846540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2846563.500000 Penalty: 4867.662598
	Iteration 37Q: 3 clusters Score -2846564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2846577.750000 Penalty: 4867.662598
	Iteration 38Q: 3 clusters Score -2846578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2846595.000000 Penalty: 4867.662598
	Iteration 39Q: 3 clusters Score -2846595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2846610.250000 Penalty: 4867.662598
	Iteration 40F: 3 clusters Score -2846610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2846633.750000 Penalty: 4867.662598
	Iteration 41Q: 3 clusters Score -2846634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2846656.750000 Penalty: 4867.662598
	Iteration 42Q: 3 clusters Score -2846657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2846685.500000 Penalty: 4867.662598
	Iteration 43Q: 3 clusters Score -2846686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2846707.000000 Penalty: 4867.662598
	Iteration 44Q: 3 clusters Score -2846707 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2846740.500000 Penalty: 4867.662598
	Iteration 45Q: 3 clusters Score -2846740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2846768.000000 Penalty: 4867.662598
	Iteration 46Q: 3 clusters Score -2846768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2846783.500000 Penalty: 4867.662598
	Iteration 47Q: 3 clusters Score -2846784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2846803.000000 Penalty: 4867.662598
	Iteration 48Q: 3 clusters Score -2846803 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2846825.750000 Penalty: 4867.662598
	Iteration 49Q: 3 clusters Score -2846826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2846851.000000 Penalty: 4867.662598
	Iteration 50Q: 3 clusters Score -2846851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2846868.500000 Penalty: 4867.662598
	Iteration 51Q: 3 clusters Score -2846868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2846879.750000 Penalty: 4867.662598
	Iteration 52Q: 3 clusters Score -2846880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2846901.750000 Penalty: 4867.662598
	Iteration 53Q: 3 clusters Score -2846902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2846917.750000 Penalty: 4867.662598
	Iteration 54Q: 3 clusters Score -2846918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2846926.500000 Penalty: 4867.662598
	Iteration 55Q: 3 clusters Score -2846926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2846941.250000 Penalty: 4867.662598
	Iteration 56Q: 3 clusters Score -2846941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2846945.750000 Penalty: 4867.662598
	Iteration 57Q: 3 clusters Score -2846946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2846949.750000 Penalty: 4867.662598
	Iteration 58Q: 3 clusters Score -2846950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2846953.000000 Penalty: 4867.662598
	Iteration 59Q: 3 clusters Score -2846953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2846960.250000 Penalty: 4867.662598
	Iteration 60F: 3 clusters Score -2846960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2846967.500000 Penalty: 4867.662598
	Iteration 61Q: 3 clusters Score -2846968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2846972.500000 Penalty: 4867.662598
	Iteration 62Q: 3 clusters Score -2846972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2846976.500000 Penalty: 4867.662598
	Iteration 63Q: 3 clusters Score -2846976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2846979.750000 Penalty: 4867.662598
	Iteration 64Q: 3 clusters Score -2846980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2846984.250000 Penalty: 4867.662598
	Iteration 65Q: 3 clusters Score -2846984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2846999.000000 Penalty: 4867.662598
	Iteration 66Q: 3 clusters Score -2846999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2847006.500000 Penalty: 4867.662598
	Iteration 67Q: 3 clusters Score -2847006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2847018.250000 Penalty: 4867.662598
	Iteration 68Q: 3 clusters Score -2847018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2847022.000000 Penalty: 4867.662598
	Iteration 69Q: 3 clusters Score -2847022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2847031.000000 Penalty: 4867.662598
	Iteration 70Q: 3 clusters Score -2847031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2847039.750000 Penalty: 4867.662598
	Iteration 71Q: 3 clusters Score -2847040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2847045.500000 Penalty: 4867.662598
	Iteration 72Q: 3 clusters Score -2847046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2847055.250000 Penalty: 4867.662598
	Iteration 73Q: 3 clusters Score -2847055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2847064.500000 Penalty: 4867.662598
	Iteration 74Q: 3 clusters Score -2847064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2847064.750000 Penalty: 4867.662598
	Iteration 75Q: 3 clusters Score -2847065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2847076.250000 Penalty: 4867.662598
	Iteration 76Q: 3 clusters Score -2847076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2847074.750000 Penalty: 4867.662598
	Iteration 77Q: 3 clusters Score -2847075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2847085.000000 Penalty: 4867.662598
	Iteration 78Q: 3 clusters Score -2847085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2847094.000000 Penalty: 4867.662598
	Iteration 79Q: 3 clusters Score -2847094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2847096.750000 Penalty: 4867.662598
	Iteration 80F: 3 clusters Score -2847097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2847096.750000 Penalty: 4867.662598
	Iteration 81Q: 3 clusters Score -2847097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2847099.250000 Penalty: 4867.662598
	Iteration 82Q: 3 clusters Score -2847099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2847103.250000 Penalty: 4867.662598
	Iteration 83Q: 3 clusters Score -2847103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2847110.000000 Penalty: 4867.662598
	Iteration 84Q: 3 clusters Score -2847110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2847110.250000 Penalty: 4867.662598
	Iteration 85Q: 3 clusters Score -2847110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2847114.000000 Penalty: 4867.662598
	Iteration 86Q: 3 clusters Score -2847114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2847114.500000 Penalty: 4867.662598
	Iteration 87Q: 3 clusters Score -2847114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2847114.500000 Penalty: 4867.662598
	Iteration 88Q: 3 clusters Score -2847114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2847117.750000 Penalty: 4867.662598
	Iteration 89Q: 3 clusters Score -2847118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2847126.500000 Penalty: 4867.662598
	Iteration 90Q: 3 clusters Score -2847126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2847120.750000 Penalty: 4867.662598
	Iteration 91Q: 3 clusters Score -2847121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2847123.750000 Penalty: 4867.662598
	Iteration 92Q: 3 clusters Score -2847124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2847125.000000 Penalty: 4867.662598
	Iteration 93Q: 3 clusters Score -2847125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2847124.500000 Penalty: 4867.662598
	Iteration 94Q: 3 clusters Score -2847124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2847124.500000 Penalty: 4867.662598
	Iteration 95F: 3 clusters Score -2847124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -753848.187500 Penalty: 2118.097168
	Iteration 0F: 2 clusters Score -753848.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -749257.125000 Penalty: 4236.194336
	Iteration 0F: 3 clusters Score -749257.1 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -750453.187500 Penalty: 4236.194336
	Iteration 1F: 3 clusters Score -750453.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -750786.875000 Penalty: 4236.194336
	Iteration 2F: 3 clusters Score -750786.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -751096.375000 Penalty: 4236.194336
	Iteration 3F: 3 clusters Score -751096.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -751425.687500 Penalty: 4236.194336
	Iteration 4F: 3 clusters Score -751425.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -751746.312500 Penalty: 4236.194336
	Iteration 5F: 3 clusters Score -751746.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -752047.562500 Penalty: 4236.194336
	Iteration 6F: 3 clusters Score -752047.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -752250.875000 Penalty: 4236.194336
	Iteration 7Q: 3 clusters Score -752250.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -752350.875000 Penalty: 4236.194336
	Iteration 8Q: 3 clusters Score -752350.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -752415.000000 Penalty: 4236.194336
	Iteration 9Q: 3 clusters Score -752415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -752462.250000 Penalty: 4236.194336
	Iteration 10Q: 3 clusters Score -752462.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -752489.375000 Penalty: 4236.194336
	Iteration 11Q: 3 clusters Score -752489.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -752505.562500 Penalty: 4236.194336
	Iteration 12Q: 3 clusters Score -752505.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -752514.625000 Penalty: 4236.194336
	Iteration 13Q: 3 clusters Score -752514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -752522.312500 Penalty: 4236.194336
	Iteration 14Q: 3 clusters Score -752522.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -752529.500000 Penalty: 4236.194336
	Iteration 15Q: 3 clusters Score -752529.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -752538.812500 Penalty: 4236.194336
	Iteration 16Q: 3 clusters Score -752538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -752544.750000 Penalty: 4236.194336
	Iteration 17Q: 3 clusters Score -752544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -752546.375000 Penalty: 4236.194336
	Iteration 18Q: 3 clusters Score -752546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -752548.000000 Penalty: 4236.194336
	Iteration 19Q: 3 clusters Score -752548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -752549.062500 Penalty: 4236.194336
	Iteration 20F: 3 clusters Score -752549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -752552.562500 Penalty: 4236.194336
	Iteration 21Q: 3 clusters Score -752552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -752553.875000 Penalty: 4236.194336
	Iteration 22Q: 3 clusters Score -752553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -752554.562500 Penalty: 4236.194336
	Iteration 23Q: 3 clusters Score -752554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -752554.562500 Penalty: 4236.194336
	Iteration 24F: 3 clusters Score -752554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -2128170.500000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -2128170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2117822.250000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -2117822 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2121055.000000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -2121055 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2121436.750000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -2121437 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2121739.500000 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -2121740 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2122002.250000 Penalty: 4741.030762
	Iteration 4Q: 3 clusters Score -2122002 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2122275.500000 Penalty: 4741.030762
	Iteration 5Q: 3 clusters Score -2122276 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2122574.750000 Penalty: 4741.030762
	Iteration 6Q: 3 clusters Score -2122575 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2122860.500000 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -2122860 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2123171.500000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -2123172 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2123518.250000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -2123518 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2123902.750000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -2123903 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2124344.250000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -2124344 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2124748.000000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -2124748 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2125183.750000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -2125184 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2125598.250000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -2125598 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2125910.750000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -2125911 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2126154.500000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -2126154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2126316.000000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -2126316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2126410.000000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -2126410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2126503.000000 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -2126503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2126567.000000 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -2126567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2126601.500000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -2126602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2126633.750000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -2126634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2126654.000000 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -2126654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2126671.000000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -2126671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2126685.500000 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -2126686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2126696.750000 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -2126697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2126705.000000 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -2126705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2126709.000000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -2126709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2126719.000000 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -2126719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2126723.250000 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -2126723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2126729.000000 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -2126729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2126730.250000 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -2126730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2126729.750000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -2126730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2126732.500000 Penalty: 4741.030762
	Iteration 34Q: 3 clusters Score -2126732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2126731.250000 Penalty: 4741.030762
	Iteration 35Q: 3 clusters Score -2126731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2126733.250000 Penalty: 4741.030762
	Iteration 36Q: 3 clusters Score -2126733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2126734.000000 Penalty: 4741.030762
	Iteration 37Q: 3 clusters Score -2126734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2126733.750000 Penalty: 4741.030762
	Iteration 38Q: 3 clusters Score -2126734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2126733.750000 Penalty: 4741.030762
	Iteration 39F: 3 clusters Score -2126734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Entering Unmasked Estep 
Score: -7790837.500000 Penalty: 2691.678223
	Iteration 0F: 2 clusters Score -7790838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -7755721.500000 Penalty: 5383.356445
	Iteration 0F: 3 clusters Score -7755722 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -7769089.500000 Penalty: 5383.356445
	Iteration 1F: 3 clusters Score -7769090 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -7769791.000000 Penalty: 5383.356445
	Iteration 2Q: 3 clusters Score -7769791 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7770640.500000 Penalty: 5383.356445
	Iteration 3Q: 3 clusters Score -7770640 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -7771986.000000 Penalty: 5383.356445
	Iteration 4F: 3 clusters Score -7771986 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -7774190.000000 Penalty: 5383.356445
	Iteration 5F: 3 clusters Score -7774190 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -7777282.000000 Penalty: 5383.356445
	Iteration 6F: 3 clusters Score -7777282 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -7781199.000000 Penalty: 5383.356445
	Iteration 7F: 3 clusters Score -7781199 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -7784533.000000 Penalty: 5383.356445
	Iteration 8F: 3 clusters Score -7784533 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7786571.000000 Penalty: 5383.356445
	Iteration 9Q: 3 clusters Score -7786571 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7787562.500000 Penalty: 5383.356445
	Iteration 10Q: 3 clusters Score -7787562 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7788067.500000 Penalty: 5383.356445
	Iteration 11Q: 3 clusters Score -7788068 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7788298.000000 Penalty: 5383.356445
	Iteration 12Q: 3 clusters Score -7788298 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7788413.000000 Penalty: 5383.356445
	Iteration 13Q: 3 clusters Score -7788413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7788477.000000 Penalty: 5383.356445
	Iteration 14Q: 3 clusters Score -7788477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7788533.000000 Penalty: 5383.356445
	Iteration 15Q: 3 clusters Score -7788533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7788571.500000 Penalty: 5383.356445
	Iteration 16Q: 3 clusters Score -7788572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7788583.000000 Penalty: 5383.356445
	Iteration 17Q: 3 clusters Score -7788583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7788595.000000 Penalty: 5383.356445
	Iteration 18Q: 3 clusters Score -7788595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7788602.000000 Penalty: 5383.356445
	Iteration 19Q: 3 clusters Score -7788602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7788603.500000 Penalty: 5383.356445
	Iteration 20F: 3 clusters Score -7788604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7788612.500000 Penalty: 5383.356445
	Iteration 21Q: 3 clusters Score -7788612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7788619.500000 Penalty: 5383.356445
	Iteration 22Q: 3 clusters Score -7788620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7788622.000000 Penalty: 5383.356445
	Iteration 23Q: 3 clusters Score -7788622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7788624.000000 Penalty: 5383.356445
	Iteration 24Q: 3 clusters Score -7788624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7788626.000000 Penalty: 5383.356445
	Iteration 25Q: 3 clusters Score -7788626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7788624.000000 Penalty: 5383.356445
	Iteration 26Q: 3 clusters Score -7788624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7788624.000000 Penalty: 5383.356445
	Iteration 27F: 3 clusters Score -7788624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Entering Unmasked Estep 
Score: -16181147.000000 Penalty: 2867.182617
	Iteration 0F: 2 clusters Score -1.618115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -16113625.000000 Penalty: 5734.365234
	Iteration 0F: 3 clusters Score -1.611362e+07 nChanged 49784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -16141944.000000 Penalty: 5734.365234
	Iteration 1F: 3 clusters Score -1.614194e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -16142718.000000 Penalty: 5734.365234
	Iteration 2Q: 3 clusters Score -1.614272e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -16143761.000000 Penalty: 5734.365234
	Iteration 3Q: 3 clusters Score -1.614376e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -16145257.000000 Penalty: 5734.365234
	Iteration 4Q: 3 clusters Score -1.614526e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -16147418.000000 Penalty: 5734.365234
	Iteration 5Q: 3 clusters Score -1.614742e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -16151027.000000 Penalty: 5734.365234
	Iteration 6F: 3 clusters Score -1.615103e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -16156357.000000 Penalty: 5734.365234
	Iteration 7F: 3 clusters Score -1.615636e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -16163145.000000 Penalty: 5734.365234
	Iteration 8F: 3 clusters Score -1.616314e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -16169948.000000 Penalty: 5734.365234
	Iteration 9F: 3 clusters Score -1.616995e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -16174562.000000 Penalty: 5734.365234
	Iteration 10F: 3 clusters Score -1.617456e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -16176850.000000 Penalty: 5734.365234
	Iteration 11Q: 3 clusters Score -1.617685e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16177910.000000 Penalty: 5734.365234
	Iteration 12Q: 3 clusters Score -1.617791e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16178437.000000 Penalty: 5734.365234
	Iteration 13Q: 3 clusters Score -1.617844e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16178633.000000 Penalty: 5734.365234
	Iteration 14Q: 3 clusters Score -1.617863e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16178759.000000 Penalty: 5734.365234
	Iteration 15Q: 3 clusters Score -1.617876e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16178855.000000 Penalty: 5734.365234
	Iteration 16Q: 3 clusters Score -1.617886e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16178867.000000 Penalty: 5734.365234
	Iteration 17Q: 3 clusters Score -1.617887e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16178920.000000 Penalty: 5734.365234
	Iteration 18Q: 3 clusters Score -1.617892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16178961.000000 Penalty: 5734.365234
	Iteration 19Q: 3 clusters Score -1.617896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -16179001.000000 Penalty: 5734.365234
	Iteration 20F: 3 clusters Score -1.6179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16179088.000000 Penalty: 5734.365234
	Iteration 21Q: 3 clusters Score -1.617909e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16179128.000000 Penalty: 5734.365234
	Iteration 22Q: 3 clusters Score -1.617913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16179176.000000 Penalty: 5734.365234
	Iteration 23Q: 3 clusters Score -1.617918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16179206.000000 Penalty: 5734.365234
	Iteration 24Q: 3 clusters Score -1.617921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16179233.000000 Penalty: 5734.365234
	Iteration 25Q: 3 clusters Score -1.617923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16179238.000000 Penalty: 5734.365234
	Iteration 26Q: 3 clusters Score -1.617924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16179259.000000 Penalty: 5734.365234
	Iteration 27Q: 3 clusters Score -1.617926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16179258.000000 Penalty: 5734.365234
	Iteration 28Q: 3 clusters Score -1.617926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16179273.000000 Penalty: 5734.365234
	Iteration 29Q: 3 clusters Score -1.617927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16179281.000000 Penalty: 5734.365234
	Iteration 30Q: 3 clusters Score -1.617928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16179292.000000 Penalty: 5734.365234
	Iteration 31Q: 3 clusters Score -1.617929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16179283.000000 Penalty: 5734.365234
	Iteration 32Q: 3 clusters Score -1.617928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16179293.000000 Penalty: 5734.365234
	Iteration 33Q: 3 clusters Score -1.617929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16179293.000000 Penalty: 5734.365234
	Iteration 34Q: 3 clusters Score -1.617929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16179294.000000 Penalty: 5734.365234
	Iteration 35Q: 3 clusters Score -1.617929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16179292.000000 Penalty: 5734.365234
	Iteration 36Q: 3 clusters Score -1.617929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16179299.000000 Penalty: 5734.365234
	Iteration 37Q: 3 clusters Score -1.61793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16179309.000000 Penalty: 5734.365234
	Iteration 38F: 3 clusters Score -1.617931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16179351.000000 Penalty: 5734.365234
	Iteration 39Q: 3 clusters Score -1.617935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16179412.000000 Penalty: 5734.365234
	Iteration 40F: 3 clusters Score -1.617941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16179432.000000 Penalty: 5734.365234
	Iteration 41Q: 3 clusters Score -1.617943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16179464.000000 Penalty: 5734.365234
	Iteration 42Q: 3 clusters Score -1.617946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16179505.000000 Penalty: 5734.365234
	Iteration 43Q: 3 clusters Score -1.61795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16179527.000000 Penalty: 5734.365234
	Iteration 44Q: 3 clusters Score -1.617953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16179537.000000 Penalty: 5734.365234
	Iteration 45Q: 3 clusters Score -1.617954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16179563.000000 Penalty: 5734.365234
	Iteration 46Q: 3 clusters Score -1.617956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16179584.000000 Penalty: 5734.365234
	Iteration 47Q: 3 clusters Score -1.617958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16179597.000000 Penalty: 5734.365234
	Iteration 48Q: 3 clusters Score -1.61796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16179604.000000 Penalty: 5734.365234
	Iteration 49Q: 3 clusters Score -1.61796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16179607.000000 Penalty: 5734.365234
	Iteration 50Q: 3 clusters Score -1.617961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16179606.000000 Penalty: 5734.365234
	Iteration 51Q: 3 clusters Score -1.617961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16179622.000000 Penalty: 5734.365234
	Iteration 52Q: 3 clusters Score -1.617962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16179629.000000 Penalty: 5734.365234
	Iteration 53Q: 3 clusters Score -1.617963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16179642.000000 Penalty: 5734.365234
	Iteration 54Q: 3 clusters Score -1.617964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16179638.000000 Penalty: 5734.365234
	Iteration 55Q: 3 clusters Score -1.617964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16179637.000000 Penalty: 5734.365234
	Iteration 56Q: 3 clusters Score -1.617964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16179640.000000 Penalty: 5734.365234
	Iteration 57Q: 3 clusters Score -1.617964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16179645.000000 Penalty: 5734.365234
	Iteration 58Q: 3 clusters Score -1.617964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16179641.000000 Penalty: 5734.365234
	Iteration 59Q: 3 clusters Score -1.617964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16179641.000000 Penalty: 5734.365234
	Iteration 60F: 3 clusters Score -1.617964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16179640.000000 Penalty: 5734.365234
	Iteration 61Q: 3 clusters Score -1.617964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16179640.000000 Penalty: 5734.365234
	Iteration 62F: 3 clusters Score -1.617964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -83902.640625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -83902.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82468.015625 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -82468.02 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83161.265625 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -83161.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83649.570312 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83649.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84092.281250 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -84092.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84456.828125 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -84456.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84733.171875 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -84733.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84798.078125 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -84798.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84798.078125 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -84798.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102264 members 
Mstep: Class 3 contains 108162 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61020 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64532 members 
Mstep: Class 13 contains 97744 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116705 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14165 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104948 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 66971 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 438 members 
Entering Unmasked Estep 
Score: -137792192.000000 Penalty: 91921.562500
Splitting cluster 21 changes total score from -137792832.000000 to -137792192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Entering Unmasked Estep 
Score: -10426140.000000 Penalty: 2755.779785
	Iteration 0F: 2 clusters Score -1.042614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -10381405.000000 Penalty: 5511.559570
	Iteration 0F: 3 clusters Score -1.03814e+07 nChanged 31186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -10398785.000000 Penalty: 5511.559570
	Iteration 1F: 3 clusters Score -1.039878e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -10399234.000000 Penalty: 5511.559570
	Iteration 2Q: 3 clusters Score -1.039923e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -10399663.000000 Penalty: 5511.559570
	Iteration 3Q: 3 clusters Score -1.039966e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -10400037.000000 Penalty: 5511.559570
	Iteration 4Q: 3 clusters Score -1.040004e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -10400367.000000 Penalty: 5511.559570
	Iteration 5Q: 3 clusters Score -1.040037e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -10400687.000000 Penalty: 5511.559570
	Iteration 6Q: 3 clusters Score -1.040069e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -10401148.000000 Penalty: 5511.559570
	Iteration 7Q: 3 clusters Score -1.040115e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -10401606.000000 Penalty: 5511.559570
	Iteration 8Q: 3 clusters Score -1.040161e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -10402216.000000 Penalty: 5511.559570
	Iteration 9Q: 3 clusters Score -1.040222e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -10403081.000000 Penalty: 5511.559570
	Iteration 10Q: 3 clusters Score -1.040308e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -10404370.000000 Penalty: 5511.559570
	Iteration 11Q: 3 clusters Score -1.040437e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -10406394.000000 Penalty: 5511.559570
	Iteration 12F: 3 clusters Score -1.040639e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -10409318.000000 Penalty: 5511.559570
	Iteration 13F: 3 clusters Score -1.040932e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -10412602.000000 Penalty: 5511.559570
	Iteration 14F: 3 clusters Score -1.04126e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -10415432.000000 Penalty: 5511.559570
	Iteration 15F: 3 clusters Score -1.041543e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -10417358.000000 Penalty: 5511.559570
	Iteration 16Q: 3 clusters Score -1.041736e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -10418569.000000 Penalty: 5511.559570
	Iteration 17Q: 3 clusters Score -1.041857e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -10419404.000000 Penalty: 5511.559570
	Iteration 18Q: 3 clusters Score -1.04194e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -10420019.000000 Penalty: 5511.559570
	Iteration 19Q: 3 clusters Score -1.042002e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -10420568.000000 Penalty: 5511.559570
	Iteration 20F: 3 clusters Score -1.042057e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -10421091.000000 Penalty: 5511.559570
	Iteration 21Q: 3 clusters Score -1.042109e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -10421498.000000 Penalty: 5511.559570
	Iteration 22Q: 3 clusters Score -1.04215e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -10421889.000000 Penalty: 5511.559570
	Iteration 23Q: 3 clusters Score -1.042189e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -10422240.000000 Penalty: 5511.559570
	Iteration 24Q: 3 clusters Score -1.042224e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -10422501.000000 Penalty: 5511.559570
	Iteration 25Q: 3 clusters Score -1.04225e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -10422773.000000 Penalty: 5511.559570
	Iteration 26Q: 3 clusters Score -1.042277e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -10423003.000000 Penalty: 5511.559570
	Iteration 27Q: 3 clusters Score -1.0423e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -10423146.000000 Penalty: 5511.559570
	Iteration 28Q: 3 clusters Score -1.042315e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -10423300.000000 Penalty: 5511.559570
	Iteration 29Q: 3 clusters Score -1.04233e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -10423435.000000 Penalty: 5511.559570
	Iteration 30Q: 3 clusters Score -1.042344e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -10423513.000000 Penalty: 5511.559570
	Iteration 31Q: 3 clusters Score -1.042351e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -10423572.000000 Penalty: 5511.559570
	Iteration 32Q: 3 clusters Score -1.042357e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -10423589.000000 Penalty: 5511.559570
	Iteration 33Q: 3 clusters Score -1.042359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -10423624.000000 Penalty: 5511.559570
	Iteration 34Q: 3 clusters Score -1.042362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -10423657.000000 Penalty: 5511.559570
	Iteration 35Q: 3 clusters Score -1.042366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -10423656.000000 Penalty: 5511.559570
	Iteration 36Q: 3 clusters Score -1.042366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -10423677.000000 Penalty: 5511.559570
	Iteration 37Q: 3 clusters Score -1.042368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -10423682.000000 Penalty: 5511.559570
	Iteration 38Q: 3 clusters Score -1.042368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -10423687.000000 Penalty: 5511.559570
	Iteration 39Q: 3 clusters Score -1.042369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -10423688.000000 Penalty: 5511.559570
	Iteration 40F: 3 clusters Score -1.042369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -10423696.000000 Penalty: 5511.559570
	Iteration 41Q: 3 clusters Score -1.04237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -10423705.000000 Penalty: 5511.559570
	Iteration 42Q: 3 clusters Score -1.04237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -10423701.000000 Penalty: 5511.559570
	Iteration 43Q: 3 clusters Score -1.04237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -10423703.000000 Penalty: 5511.559570
	Iteration 44Q: 3 clusters Score -1.04237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -10423714.000000 Penalty: 5511.559570
	Iteration 45Q: 3 clusters Score -1.042371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -10423717.000000 Penalty: 5511.559570
	Iteration 46Q: 3 clusters Score -1.042372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -10423725.000000 Penalty: 5511.559570
	Iteration 47Q: 3 clusters Score -1.042372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -10423729.000000 Penalty: 5511.559570
	Iteration 48Q: 3 clusters Score -1.042373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -10423733.000000 Penalty: 5511.559570
	Iteration 49Q: 3 clusters Score -1.042373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -10423745.000000 Penalty: 5511.559570
	Iteration 50Q: 3 clusters Score -1.042374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -10423748.000000 Penalty: 5511.559570
	Iteration 51Q: 3 clusters Score -1.042375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -10423755.000000 Penalty: 5511.559570
	Iteration 52Q: 3 clusters Score -1.042376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -10423765.000000 Penalty: 5511.559570
	Iteration 53Q: 3 clusters Score -1.042376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -10423764.000000 Penalty: 5511.559570
	Iteration 54Q: 3 clusters Score -1.042376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -10423776.000000 Penalty: 5511.559570
	Iteration 55Q: 3 clusters Score -1.042378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -10423777.000000 Penalty: 5511.559570
	Iteration 56Q: 3 clusters Score -1.042378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -10423781.000000 Penalty: 5511.559570
	Iteration 57Q: 3 clusters Score -1.042378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -10423776.000000 Penalty: 5511.559570
	Iteration 58Q: 3 clusters Score -1.042378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -10423787.000000 Penalty: 5511.559570
	Iteration 59Q: 3 clusters Score -1.042379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -10423791.000000 Penalty: 5511.559570
	Iteration 60F: 3 clusters Score -1.042379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -10423797.000000 Penalty: 5511.559570
	Iteration 61Q: 3 clusters Score -1.04238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -10423807.000000 Penalty: 5511.559570
	Iteration 62Q: 3 clusters Score -1.042381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -10423794.000000 Penalty: 5511.559570
	Iteration 63Q: 3 clusters Score -1.042379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -10423795.000000 Penalty: 5511.559570
	Iteration 64Q: 3 clusters Score -1.04238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -10423794.000000 Penalty: 5511.559570
	Iteration 65Q: 3 clusters Score -1.042379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -10423797.000000 Penalty: 5511.559570
	Iteration 66Q: 3 clusters Score -1.04238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -10423797.000000 Penalty: 5511.559570
	Iteration 67F: 3 clusters Score -1.04238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -423591.343750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -423591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -420213.500000 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -420213.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421281.906250 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -421281.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -421870.843750 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -421870.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -422311.656250 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -422311.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -422550.937500 Penalty: 4013.447021
	Iteration 4F: 3 clusters Score -422550.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -422701.437500 Penalty: 4013.447021
	Iteration 5F: 3 clusters Score -422701.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -422774.312500 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -422774.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -422817.250000 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -422817.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -422857.125000 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -422857.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -422892.281250 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -422892.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -422923.187500 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -422923.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -422940.937500 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -422940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -422950.531250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -422950.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -422958.812500 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -422958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -422964.156250 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -422964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -422971.031250 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -422971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -422981.187500 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -422981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -422987.843750 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -422987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -422990.906250 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -422990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -422994.250000 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -422994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -422996.531250 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -422996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -422999.968750 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -423000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -423003.750000 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -423003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -423006.437500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -423006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -423008.312500 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -423008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -423009.781250 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -423009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -423009.781250 Penalty: 4013.447021
	Iteration 26F: 3 clusters Score -423009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Entering Unmasked Estep 
Score: -3688582.250000 Penalty: 2515.994385
	Iteration 0F: 2 clusters Score -3688582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3671039.750000 Penalty: 5031.988770
	Iteration 0F: 3 clusters Score -3671040 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3677499.000000 Penalty: 5031.988770
	Iteration 1F: 3 clusters Score -3677499 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3678032.000000 Penalty: 5031.988770
	Iteration 2F: 3 clusters Score -3678032 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3678480.750000 Penalty: 5031.988770
	Iteration 3Q: 3 clusters Score -3678481 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3678856.000000 Penalty: 5031.988770
	Iteration 4Q: 3 clusters Score -3678856 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3679134.250000 Penalty: 5031.988770
	Iteration 5Q: 3 clusters Score -3679134 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3679399.500000 Penalty: 5031.988770
	Iteration 6Q: 3 clusters Score -3679400 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3679633.500000 Penalty: 5031.988770
	Iteration 7Q: 3 clusters Score -3679634 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3679888.500000 Penalty: 5031.988770
	Iteration 8Q: 3 clusters Score -3679888 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3680152.500000 Penalty: 5031.988770
	Iteration 9Q: 3 clusters Score -3680152 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3680441.250000 Penalty: 5031.988770
	Iteration 10Q: 3 clusters Score -3680441 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3680838.000000 Penalty: 5031.988770
	Iteration 11Q: 3 clusters Score -3680838 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3681248.750000 Penalty: 5031.988770
	Iteration 12Q: 3 clusters Score -3681249 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3681733.500000 Penalty: 5031.988770
	Iteration 13Q: 3 clusters Score -3681734 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3682319.750000 Penalty: 5031.988770
	Iteration 14Q: 3 clusters Score -3682320 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3682961.500000 Penalty: 5031.988770
	Iteration 15Q: 3 clusters Score -3682962 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3683501.250000 Penalty: 5031.988770
	Iteration 16Q: 3 clusters Score -3683501 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3683858.750000 Penalty: 5031.988770
	Iteration 17Q: 3 clusters Score -3683859 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3684126.250000 Penalty: 5031.988770
	Iteration 18Q: 3 clusters Score -3684126 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3684280.750000 Penalty: 5031.988770
	Iteration 19Q: 3 clusters Score -3684281 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3684403.250000 Penalty: 5031.988770
	Iteration 20F: 3 clusters Score -3684403 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3684499.750000 Penalty: 5031.988770
	Iteration 21Q: 3 clusters Score -3684500 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3684602.750000 Penalty: 5031.988770
	Iteration 22Q: 3 clusters Score -3684603 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3684677.000000 Penalty: 5031.988770
	Iteration 23Q: 3 clusters Score -3684677 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3684773.000000 Penalty: 5031.988770
	Iteration 24Q: 3 clusters Score -3684773 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3684861.250000 Penalty: 5031.988770
	Iteration 25Q: 3 clusters Score -3684861 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3684949.750000 Penalty: 5031.988770
	Iteration 26Q: 3 clusters Score -3684950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3685043.250000 Penalty: 5031.988770
	Iteration 27Q: 3 clusters Score -3685043 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3685095.250000 Penalty: 5031.988770
	Iteration 28Q: 3 clusters Score -3685095 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3685173.000000 Penalty: 5031.988770
	Iteration 29Q: 3 clusters Score -3685173 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3685253.750000 Penalty: 5031.988770
	Iteration 30Q: 3 clusters Score -3685254 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3685333.000000 Penalty: 5031.988770
	Iteration 31Q: 3 clusters Score -3685333 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3685419.000000 Penalty: 5031.988770
	Iteration 32Q: 3 clusters Score -3685419 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3685481.000000 Penalty: 5031.988770
	Iteration 33Q: 3 clusters Score -3685481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3685530.250000 Penalty: 5031.988770
	Iteration 34Q: 3 clusters Score -3685530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3685605.250000 Penalty: 5031.988770
	Iteration 35Q: 3 clusters Score -3685605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3685660.750000 Penalty: 5031.988770
	Iteration 36Q: 3 clusters Score -3685661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3685732.000000 Penalty: 5031.988770
	Iteration 37Q: 3 clusters Score -3685732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3685793.250000 Penalty: 5031.988770
	Iteration 38Q: 3 clusters Score -3685793 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3685851.500000 Penalty: 5031.988770
	Iteration 39Q: 3 clusters Score -3685852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3685917.500000 Penalty: 5031.988770
	Iteration 40F: 3 clusters Score -3685918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3685954.500000 Penalty: 5031.988770
	Iteration 41Q: 3 clusters Score -3685954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3686002.000000 Penalty: 5031.988770
	Iteration 42Q: 3 clusters Score -3686002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3686066.000000 Penalty: 5031.988770
	Iteration 43Q: 3 clusters Score -3686066 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3686112.000000 Penalty: 5031.988770
	Iteration 44Q: 3 clusters Score -3686112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3686164.750000 Penalty: 5031.988770
	Iteration 45Q: 3 clusters Score -3686165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3686204.500000 Penalty: 5031.988770
	Iteration 46Q: 3 clusters Score -3686204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3686231.000000 Penalty: 5031.988770
	Iteration 47Q: 3 clusters Score -3686231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3686253.000000 Penalty: 5031.988770
	Iteration 48Q: 3 clusters Score -3686253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3686283.250000 Penalty: 5031.988770
	Iteration 49Q: 3 clusters Score -3686283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3686301.500000 Penalty: 5031.988770
	Iteration 50Q: 3 clusters Score -3686302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3686314.500000 Penalty: 5031.988770
	Iteration 51Q: 3 clusters Score -3686314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3686331.000000 Penalty: 5031.988770
	Iteration 52Q: 3 clusters Score -3686331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3686347.250000 Penalty: 5031.988770
	Iteration 53Q: 3 clusters Score -3686347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3686357.000000 Penalty: 5031.988770
	Iteration 54Q: 3 clusters Score -3686357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3686370.500000 Penalty: 5031.988770
	Iteration 55Q: 3 clusters Score -3686370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3686374.500000 Penalty: 5031.988770
	Iteration 56Q: 3 clusters Score -3686374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3686386.750000 Penalty: 5031.988770
	Iteration 57Q: 3 clusters Score -3686387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3686401.000000 Penalty: 5031.988770
	Iteration 58Q: 3 clusters Score -3686401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3686413.000000 Penalty: 5031.988770
	Iteration 59Q: 3 clusters Score -3686413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3686417.750000 Penalty: 5031.988770
	Iteration 60F: 3 clusters Score -3686418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3686424.000000 Penalty: 5031.988770
	Iteration 61Q: 3 clusters Score -3686424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3686432.500000 Penalty: 5031.988770
	Iteration 62Q: 3 clusters Score -3686432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3686432.500000 Penalty: 5031.988770
	Iteration 63Q: 3 clusters Score -3686432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3686431.500000 Penalty: 5031.988770
	Iteration 64Q: 3 clusters Score -3686432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3686432.000000 Penalty: 5031.988770
	Iteration 65Q: 3 clusters Score -3686432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3686436.250000 Penalty: 5031.988770
	Iteration 66Q: 3 clusters Score -3686436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3686441.750000 Penalty: 5031.988770
	Iteration 67Q: 3 clusters Score -3686442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3686452.750000 Penalty: 5031.988770
	Iteration 68Q: 3 clusters Score -3686453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3686455.500000 Penalty: 5031.988770
	Iteration 69Q: 3 clusters Score -3686456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3686458.000000 Penalty: 5031.988770
	Iteration 70Q: 3 clusters Score -3686458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3686459.750000 Penalty: 5031.988770
	Iteration 71Q: 3 clusters Score -3686460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3686465.750000 Penalty: 5031.988770
	Iteration 72Q: 3 clusters Score -3686466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3686463.500000 Penalty: 5031.988770
	Iteration 73Q: 3 clusters Score -3686464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3686469.000000 Penalty: 5031.988770
	Iteration 74Q: 3 clusters Score -3686469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3686472.000000 Penalty: 5031.988770
	Iteration 75Q: 3 clusters Score -3686472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3686474.250000 Penalty: 5031.988770
	Iteration 76Q: 3 clusters Score -3686474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3686474.250000 Penalty: 5031.988770
	Iteration 77F: 3 clusters Score -3686474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -132387.421875 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -132387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130499.289062 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -130499.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -130952.992188 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -130953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131259.062500 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -131259.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131619.171875 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -131619.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131855.718750 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -131855.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131966.656250 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -131966.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -132030.359375 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -132030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132072.062500 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -132072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -132086.906250 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -132086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -132090.968750 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -132091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -132092.468750 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -132092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -132095.125000 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -132095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -132095.125000 Penalty: 3403.408936
	Iteration 12F: 3 clusters Score -132095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -86743.250000 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -86743.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85127.921875 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -85127.92 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85343.625000 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -85343.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85399.554688 Penalty: 3190.738281
	Iteration 2Q: 3 clusters Score -85399.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85437.156250 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -85437.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85462.203125 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -85462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85474.437500 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -85474.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85481.171875 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -85481.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85485.281250 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -85485.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85490.445312 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -85490.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85492.710938 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -85492.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85495.507812 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -85495.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85499.390625 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -85499.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85503.734375 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -85503.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85509.765625 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -85509.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85509.765625 Penalty: 3190.738281
	Iteration 14F: 3 clusters Score -85509.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102264 members 
Mstep: Class 3 contains 108162 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61020 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64532 members 
Mstep: Class 13 contains 97744 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 116705 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14165 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104948 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66971 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792928.000000 Penalty: 88517.062500
Iteration 239Q: 27 clusters Score -1.377929e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102268 members 
Mstep: Class 3 contains 108160 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61020 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32676 members 
Mstep: Class 12 contains 64528 members 
Mstep: Class 13 contains 97739 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 116699 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104957 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66973 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25466 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792864.000000 Penalty: 88517.062500
Iteration 240F: 27 clusters Score -1.377929e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102280 members 
Mstep: Class 3 contains 108164 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61021 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64521 members 
Mstep: Class 13 contains 97733 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 116694 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 104955 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66980 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 241Q: 27 clusters Score -1.377929e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102290 members 
Mstep: Class 3 contains 108168 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61025 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 97740 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116679 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104954 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66980 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 242Q: 27 clusters Score -1.377928e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102301 members 
Mstep: Class 3 contains 108167 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61024 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 97742 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116672 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104946 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66984 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 243Q: 27 clusters Score -1.377928e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102305 members 
Mstep: Class 3 contains 108165 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61023 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 97746 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116666 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104946 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66986 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 244Q: 27 clusters Score -1.377928e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102305 members 
Mstep: Class 3 contains 108172 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61023 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64519 members 
Mstep: Class 13 contains 97748 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116665 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104937 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66983 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 245Q: 27 clusters Score -1.377928e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102308 members 
Mstep: Class 3 contains 108173 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 61024 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 97747 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116662 members 
Mstep: Class 16 contains 18291 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104940 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66978 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 246Q: 27 clusters Score -1.377928e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102303 members 
Mstep: Class 3 contains 108178 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61024 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64514 members 
Mstep: Class 13 contains 97747 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116655 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104944 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66980 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 247Q: 27 clusters Score -1.377929e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102293 members 
Mstep: Class 3 contains 108175 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61024 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64510 members 
Mstep: Class 13 contains 97751 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116651 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51721 members 
Mstep: Class 20 contains 104955 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66984 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25463 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792960.000000 Penalty: 88517.062500
Iteration 248Q: 27 clusters Score -1.37793e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102297 members 
Mstep: Class 3 contains 108165 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61026 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64504 members 
Mstep: Class 13 contains 97755 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116651 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 104959 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 249Q: 27 clusters Score -1.377929e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102291 members 
Mstep: Class 3 contains 108169 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 61025 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 64498 members 
Mstep: Class 13 contains 97756 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116645 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 104977 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 250Q: 27 clusters Score -1.377928e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102291 members 
Mstep: Class 3 contains 108169 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32673 members 
Mstep: Class 12 contains 64495 members 
Mstep: Class 13 contains 97759 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 116637 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 104990 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 251Q: 27 clusters Score -1.377928e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102286 members 
Mstep: Class 3 contains 108164 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32673 members 
Mstep: Class 12 contains 64493 members 
Mstep: Class 13 contains 97765 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116631 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 104999 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 252Q: 27 clusters Score -1.377928e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102285 members 
Mstep: Class 3 contains 108158 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32673 members 
Mstep: Class 12 contains 64493 members 
Mstep: Class 13 contains 97764 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116627 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 105006 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 253Q: 27 clusters Score -1.377928e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102283 members 
Mstep: Class 3 contains 108159 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64490 members 
Mstep: Class 13 contains 97768 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116623 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 105009 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 254Q: 27 clusters Score -1.377928e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102286 members 
Mstep: Class 3 contains 108165 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64490 members 
Mstep: Class 13 contains 97768 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116616 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 105004 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792880.000000 Penalty: 88517.062500
Iteration 255Q: 27 clusters Score -1.377929e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102287 members 
Mstep: Class 3 contains 108171 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64490 members 
Mstep: Class 13 contains 97768 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116609 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 105006 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792880.000000 Penalty: 88517.062500
Iteration 256Q: 27 clusters Score -1.377929e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102288 members 
Mstep: Class 3 contains 108169 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61026 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64489 members 
Mstep: Class 13 contains 97772 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116611 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51721 members 
Mstep: Class 20 contains 105003 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792928.000000 Penalty: 88517.062500
Iteration 257Q: 27 clusters Score -1.377929e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102286 members 
Mstep: Class 3 contains 108170 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61025 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32679 members 
Mstep: Class 12 contains 64488 members 
Mstep: Class 13 contains 97774 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116608 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 105007 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792880.000000 Penalty: 88517.062500
Iteration 258Q: 27 clusters Score -1.377929e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102287 members 
Mstep: Class 3 contains 108170 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61026 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64486 members 
Mstep: Class 13 contains 97779 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116604 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51721 members 
Mstep: Class 20 contains 105009 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 259Q: 27 clusters Score -1.377928e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102292 members 
Mstep: Class 3 contains 108176 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64482 members 
Mstep: Class 13 contains 97774 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116596 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 20 contains 105014 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 260F: 27 clusters Score -1.377928e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102291 members 
Mstep: Class 3 contains 108181 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61028 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64481 members 
Mstep: Class 13 contains 97778 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116595 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 105012 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66988 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 261Q: 27 clusters Score -1.377929e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102290 members 
Mstep: Class 3 contains 108181 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61026 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64480 members 
Mstep: Class 13 contains 97777 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116594 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 105019 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66986 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 262Q: 27 clusters Score -1.377929e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102294 members 
Mstep: Class 3 contains 108191 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64477 members 
Mstep: Class 13 contains 97781 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116589 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 105011 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66987 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792864.000000 Penalty: 88517.062500
Iteration 263Q: 27 clusters Score -1.377929e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102292 members 
Mstep: Class 3 contains 108190 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64476 members 
Mstep: Class 13 contains 97786 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116591 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 105004 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792896.000000 Penalty: 88517.062500
Iteration 264Q: 27 clusters Score -1.377929e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102291 members 
Mstep: Class 3 contains 108197 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64475 members 
Mstep: Class 13 contains 97790 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116591 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 105001 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 265Q: 27 clusters Score -1.377928e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102289 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64474 members 
Mstep: Class 13 contains 97790 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116592 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104999 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66990 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792864.000000 Penalty: 88517.062500
Iteration 266Q: 27 clusters Score -1.377929e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102287 members 
Mstep: Class 3 contains 108204 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64471 members 
Mstep: Class 13 contains 97790 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116594 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51718 members 
Mstep: Class 20 contains 104995 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 267Q: 27 clusters Score -1.377928e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102284 members 
Mstep: Class 3 contains 108212 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61029 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32675 members 
Mstep: Class 12 contains 64470 members 
Mstep: Class 13 contains 97793 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116600 members 
Mstep: Class 16 contains 18270 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104985 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 268Q: 27 clusters Score -1.377927e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102284 members 
Mstep: Class 3 contains 108214 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61029 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32676 members 
Mstep: Class 12 contains 64468 members 
Mstep: Class 13 contains 97795 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116602 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104979 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 269Q: 27 clusters Score -1.377928e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102284 members 
Mstep: Class 3 contains 108221 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61031 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32676 members 
Mstep: Class 12 contains 64468 members 
Mstep: Class 13 contains 97796 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116603 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104969 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 270Q: 27 clusters Score -1.377928e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102284 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61032 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32676 members 
Mstep: Class 12 contains 64468 members 
Mstep: Class 13 contains 97796 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116605 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14159 members 
Mstep: Class 19 contains 51717 members 
Mstep: Class 20 contains 104963 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25454 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792768.000000 Penalty: 88517.062500
Iteration 271Q: 27 clusters Score -1.377928e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102283 members 
Mstep: Class 3 contains 108222 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61032 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64467 members 
Mstep: Class 13 contains 97797 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116611 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14156 members 
Mstep: Class 19 contains 51716 members 
Mstep: Class 20 contains 104959 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792688.000000 Penalty: 88517.062500
Iteration 272Q: 27 clusters Score -1.377927e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102282 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61033 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64468 members 
Mstep: Class 13 contains 97801 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116611 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14155 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 104957 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66995 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 273Q: 27 clusters Score -1.377927e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102280 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64466 members 
Mstep: Class 13 contains 97805 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116610 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14153 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104959 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66995 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792720.000000 Penalty: 88517.062500
Iteration 274Q: 27 clusters Score -1.377927e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102277 members 
Mstep: Class 3 contains 108223 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16613 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64463 members 
Mstep: Class 13 contains 97808 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116613 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104958 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792736.000000 Penalty: 88517.062500
Iteration 275Q: 27 clusters Score -1.377927e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102275 members 
Mstep: Class 3 contains 108226 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61036 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97807 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116615 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104960 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66994 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 276Q: 27 clusters Score -1.377928e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102274 members 
Mstep: Class 3 contains 108222 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97811 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116617 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104959 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 277Q: 27 clusters Score -1.377928e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102273 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116622 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51713 members 
Mstep: Class 20 contains 104957 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66993 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 278Q: 27 clusters Score -1.377928e+08 nChanged 17
Entering ConstructFrom: 
Score: -137792816.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 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 101 members 
Entering Unmasked Estep 
Score: -24207.435547 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24207.44 nChanged 22
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: -24351.277344 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24351.28 nChanged 10
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: -24429.970703 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -24429.97 nChanged 4
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: -24468.683594 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24468.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24498.923828 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -24498.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24516.576172 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -24516.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24516.576172 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -24516.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Entering Unmasked Estep 
Score: -15730470.000000 Penalty: 2860.774658
	Iteration 0F: 2 clusters Score -1.573047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -15665981.000000 Penalty: 5721.549316
	Iteration 0F: 3 clusters Score -1.566598e+07 nChanged 48461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -15693724.000000 Penalty: 5721.549316
	Iteration 1F: 3 clusters Score -1.569372e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -15694476.000000 Penalty: 5721.549316
	Iteration 2Q: 3 clusters Score -1.569448e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -15695403.000000 Penalty: 5721.549316
	Iteration 3Q: 3 clusters Score -1.56954e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -15696578.000000 Penalty: 5721.549316
	Iteration 4Q: 3 clusters Score -1.569658e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -15698414.000000 Penalty: 5721.549316
	Iteration 5Q: 3 clusters Score -1.569841e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -15701378.000000 Penalty: 5721.549316
	Iteration 6F: 3 clusters Score -1.570138e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -15705319.000000 Penalty: 5721.549316
	Iteration 7F: 3 clusters Score -1.570532e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -15710307.000000 Penalty: 5721.549316
	Iteration 8F: 3 clusters Score -1.571031e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -15714938.000000 Penalty: 5721.549316
	Iteration 9F: 3 clusters Score -1.571494e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -15717961.000000 Penalty: 5721.549316
	Iteration 10F: 3 clusters Score -1.571796e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -15719374.000000 Penalty: 5721.549316
	Iteration 11Q: 3 clusters Score -1.571937e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -15720341.000000 Penalty: 5721.549316
	Iteration 12Q: 3 clusters Score -1.572034e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -15721174.000000 Penalty: 5721.549316
	Iteration 13Q: 3 clusters Score -1.572117e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -15721926.000000 Penalty: 5721.549316
	Iteration 14Q: 3 clusters Score -1.572193e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -15722857.000000 Penalty: 5721.549316
	Iteration 15Q: 3 clusters Score -1.572286e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -15723721.000000 Penalty: 5721.549316
	Iteration 16Q: 3 clusters Score -1.572372e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -15724555.000000 Penalty: 5721.549316
	Iteration 17Q: 3 clusters Score -1.572456e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -15725242.000000 Penalty: 5721.549316
	Iteration 18Q: 3 clusters Score -1.572524e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -15725886.000000 Penalty: 5721.549316
	Iteration 19Q: 3 clusters Score -1.572589e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -15726618.000000 Penalty: 5721.549316
	Iteration 20F: 3 clusters Score -1.572662e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -15727231.000000 Penalty: 5721.549316
	Iteration 21Q: 3 clusters Score -1.572723e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -15727730.000000 Penalty: 5721.549316
	Iteration 22Q: 3 clusters Score -1.572773e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -15727999.000000 Penalty: 5721.549316
	Iteration 23Q: 3 clusters Score -1.5728e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -15728205.000000 Penalty: 5721.549316
	Iteration 24Q: 3 clusters Score -1.57282e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -15728321.000000 Penalty: 5721.549316
	Iteration 25Q: 3 clusters Score -1.572832e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -15728402.000000 Penalty: 5721.549316
	Iteration 26Q: 3 clusters Score -1.57284e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -15728496.000000 Penalty: 5721.549316
	Iteration 27Q: 3 clusters Score -1.57285e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -15728548.000000 Penalty: 5721.549316
	Iteration 28Q: 3 clusters Score -1.572855e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -15728601.000000 Penalty: 5721.549316
	Iteration 29Q: 3 clusters Score -1.57286e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -15728646.000000 Penalty: 5721.549316
	Iteration 30Q: 3 clusters Score -1.572865e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -15728651.000000 Penalty: 5721.549316
	Iteration 31Q: 3 clusters Score -1.572865e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -15728687.000000 Penalty: 5721.549316
	Iteration 32Q: 3 clusters Score -1.572869e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -15728758.000000 Penalty: 5721.549316
	Iteration 33Q: 3 clusters Score -1.572876e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -15728772.000000 Penalty: 5721.549316
	Iteration 34Q: 3 clusters Score -1.572877e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -15728753.000000 Penalty: 5721.549316
	Iteration 35Q: 3 clusters Score -1.572875e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -15728728.000000 Penalty: 5721.549316
	Iteration 36Q: 3 clusters Score -1.572873e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -15728748.000000 Penalty: 5721.549316
	Iteration 37Q: 3 clusters Score -1.572875e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -15728720.000000 Penalty: 5721.549316
	Iteration 38Q: 3 clusters Score -1.572872e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -15728687.000000 Penalty: 5721.549316
	Iteration 39Q: 3 clusters Score -1.572869e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -15728731.000000 Penalty: 5721.549316
	Iteration 40F: 3 clusters Score -1.572873e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -15728754.000000 Penalty: 5721.549316
	Iteration 41Q: 3 clusters Score -1.572875e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -15728804.000000 Penalty: 5721.549316
	Iteration 42Q: 3 clusters Score -1.57288e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -15728798.000000 Penalty: 5721.549316
	Iteration 43Q: 3 clusters Score -1.57288e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -15728818.000000 Penalty: 5721.549316
	Iteration 44Q: 3 clusters Score -1.572882e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -15728792.000000 Penalty: 5721.549316
	Iteration 45Q: 3 clusters Score -1.572879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -15728787.000000 Penalty: 5721.549316
	Iteration 46Q: 3 clusters Score -1.572879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -15728795.000000 Penalty: 5721.549316
	Iteration 47Q: 3 clusters Score -1.57288e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 100634 members 
Entering Unmasked Estep 
Score: -15728816.000000 Penalty: 5721.549316
	Iteration 48Q: 3 clusters Score -1.572882e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -15728825.000000 Penalty: 5721.549316
	Iteration 49Q: 3 clusters Score -1.572882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -15728784.000000 Penalty: 5721.549316
	Iteration 50Q: 3 clusters Score -1.572878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -15728785.000000 Penalty: 5721.549316
	Iteration 51Q: 3 clusters Score -1.572878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -15728772.000000 Penalty: 5721.549316
	Iteration 52Q: 3 clusters Score -1.572877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -15728748.000000 Penalty: 5721.549316
	Iteration 53Q: 3 clusters Score -1.572875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -15728765.000000 Penalty: 5721.549316
	Iteration 54Q: 3 clusters Score -1.572876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -15728758.000000 Penalty: 5721.549316
	Iteration 55Q: 3 clusters Score -1.572876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -15728767.000000 Penalty: 5721.549316
	Iteration 56Q: 3 clusters Score -1.572877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -15728771.000000 Penalty: 5721.549316
	Iteration 57Q: 3 clusters Score -1.572877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -15728771.000000 Penalty: 5721.549316
	Iteration 58Q: 3 clusters Score -1.572877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -15728767.000000 Penalty: 5721.549316
	Iteration 59Q: 3 clusters Score -1.572877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -15728767.000000 Penalty: 5721.549316
	Iteration 60F: 3 clusters Score -1.572877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Entering Unmasked Estep 
Score: -16627273.000000 Penalty: 2874.805664
	Iteration 0F: 2 clusters Score -1.662727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -16558888.000000 Penalty: 5749.611328
	Iteration 0F: 3 clusters Score -1.655889e+07 nChanged 51304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -16588725.000000 Penalty: 5749.611328
	Iteration 1F: 3 clusters Score -1.658872e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -16590321.000000 Penalty: 5749.611328
	Iteration 2Q: 3 clusters Score -1.659032e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -16592689.000000 Penalty: 5749.611328
	Iteration 3F: 3 clusters Score -1.659269e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -16597015.000000 Penalty: 5749.611328
	Iteration 4F: 3 clusters Score -1.659702e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -16604069.000000 Penalty: 5749.611328
	Iteration 5F: 3 clusters Score -1.660407e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -16613135.000000 Penalty: 5749.611328
	Iteration 6F: 3 clusters Score -1.661314e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -16620284.000000 Penalty: 5749.611328
	Iteration 7F: 3 clusters Score -1.662028e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -16623298.000000 Penalty: 5749.611328
	Iteration 8Q: 3 clusters Score -1.66233e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16624323.000000 Penalty: 5749.611328
	Iteration 9Q: 3 clusters Score -1.662432e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16624619.000000 Penalty: 5749.611328
	Iteration 10Q: 3 clusters Score -1.662462e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16624742.000000 Penalty: 5749.611328
	Iteration 11Q: 3 clusters Score -1.662474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16624803.000000 Penalty: 5749.611328
	Iteration 12Q: 3 clusters Score -1.66248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16624825.000000 Penalty: 5749.611328
	Iteration 13Q: 3 clusters Score -1.662482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16624842.000000 Penalty: 5749.611328
	Iteration 14Q: 3 clusters Score -1.662484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16624868.000000 Penalty: 5749.611328
	Iteration 15Q: 3 clusters Score -1.662487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16624884.000000 Penalty: 5749.611328
	Iteration 16Q: 3 clusters Score -1.662488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16624882.000000 Penalty: 5749.611328
	Iteration 17Q: 3 clusters Score -1.662488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16624878.000000 Penalty: 5749.611328
	Iteration 18Q: 3 clusters Score -1.662488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16624878.000000 Penalty: 5749.611328
	Iteration 19F: 3 clusters Score -1.662488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -55279.074219 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -55279.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53919.300781 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -53919.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54231.195312 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -54231.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54386.203125 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -54386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54473.218750 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -54473.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54631.585938 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -54631.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54797.476562 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -54797.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54874.285156 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -54874.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -54896.406250 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -54896.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54913.996094 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -54914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54939.089844 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -54939.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -54966.113281 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -54966.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -54978.812500 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -54978.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -54982.457031 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -54982.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -54988.832031 Penalty: 3009.939209
	Iteration 13Q: 3 clusters Score -54988.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54995.406250 Penalty: 3009.939209
	Iteration 14Q: 3 clusters Score -54995.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -55005.648438 Penalty: 3009.939209
	Iteration 15Q: 3 clusters Score -55005.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55012.339844 Penalty: 3009.939209
	Iteration 16Q: 3 clusters Score -55012.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -55030.699219 Penalty: 3009.939209
	Iteration 17Q: 3 clusters Score -55030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55051.671875 Penalty: 3009.939209
	Iteration 18Q: 3 clusters Score -55051.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55107.253906 Penalty: 3009.939209
	Iteration 19Q: 3 clusters Score -55107.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55230.199219 Penalty: 3009.939209
	Iteration 20F: 3 clusters Score -55230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55378.585938 Penalty: 3009.939209
	Iteration 21Q: 3 clusters Score -55378.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55476.078125 Penalty: 3009.939209
	Iteration 22Q: 3 clusters Score -55476.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -55506.488281 Penalty: 3009.939209
	Iteration 23Q: 3 clusters Score -55506.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55527.777344 Penalty: 3009.939209
	Iteration 24Q: 3 clusters Score -55527.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55531.460938 Penalty: 3009.939209
	Iteration 25Q: 3 clusters Score -55531.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55531.460938 Penalty: 3009.939209
	Iteration 26F: 3 clusters Score -55531.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102271 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 302 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116626 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 130 members 
Entering Unmasked Estep 
Score: -137791152.000000 Penalty: 91921.562500
Splitting cluster 4 changes total score from -137792816.000000 to -137791152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -300882.531250 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -300882.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -298231.093750 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -298231.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -298697.937500 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -298697.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -298816.531250 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -298816.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -298865.687500 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -298865.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298900.531250 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -298900.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298919.625000 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -298919.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298941.218750 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -298941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -298960.562500 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -298960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -298974.187500 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -298974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -298984.031250 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -298984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298990.562500 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -298990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -298994.062500 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -298994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298997.843750 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -298997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -299001.218750 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -299001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -299001.218750 Penalty: 3756.726318
	Iteration 14F: 3 clusters Score -299001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -717413.937500 Penalty: 2105.730713
	Iteration 0F: 2 clusters Score -717413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -712972.937500 Penalty: 4211.461426
	Iteration 0F: 3 clusters Score -712972.9 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -714045.062500 Penalty: 4211.461426
	Iteration 1F: 3 clusters Score -714045.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -714301.125000 Penalty: 4211.461426
	Iteration 2F: 3 clusters Score -714301.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -714527.750000 Penalty: 4211.461426
	Iteration 3F: 3 clusters Score -714527.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -714735.625000 Penalty: 4211.461426
	Iteration 4Q: 3 clusters Score -714735.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -714954.187500 Penalty: 4211.461426
	Iteration 5F: 3 clusters Score -714954.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -715169.500000 Penalty: 4211.461426
	Iteration 6F: 3 clusters Score -715169.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -715373.500000 Penalty: 4211.461426
	Iteration 7F: 3 clusters Score -715373.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -715523.500000 Penalty: 4211.461426
	Iteration 8Q: 3 clusters Score -715523.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -715639.875000 Penalty: 4211.461426
	Iteration 9Q: 3 clusters Score -715639.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -715738.750000 Penalty: 4211.461426
	Iteration 10Q: 3 clusters Score -715738.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -715829.875000 Penalty: 4211.461426
	Iteration 11Q: 3 clusters Score -715829.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -715924.375000 Penalty: 4211.461426
	Iteration 12Q: 3 clusters Score -715924.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -715995.687500 Penalty: 4211.461426
	Iteration 13Q: 3 clusters Score -715995.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -716048.375000 Penalty: 4211.461426
	Iteration 14Q: 3 clusters Score -716048.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -716086.875000 Penalty: 4211.461426
	Iteration 15Q: 3 clusters Score -716086.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -716116.625000 Penalty: 4211.461426
	Iteration 16Q: 3 clusters Score -716116.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -716133.875000 Penalty: 4211.461426
	Iteration 17Q: 3 clusters Score -716133.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -716147.187500 Penalty: 4211.461426
	Iteration 18Q: 3 clusters Score -716147.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -716158.500000 Penalty: 4211.461426
	Iteration 19Q: 3 clusters Score -716158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -716168.625000 Penalty: 4211.461426
	Iteration 20F: 3 clusters Score -716168.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -716175.437500 Penalty: 4211.461426
	Iteration 21Q: 3 clusters Score -716175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -716180.062500 Penalty: 4211.461426
	Iteration 22Q: 3 clusters Score -716180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -716185.812500 Penalty: 4211.461426
	Iteration 23Q: 3 clusters Score -716185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -716191.125000 Penalty: 4211.461426
	Iteration 24Q: 3 clusters Score -716191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -716194.250000 Penalty: 4211.461426
	Iteration 25Q: 3 clusters Score -716194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -716197.312500 Penalty: 4211.461426
	Iteration 26Q: 3 clusters Score -716197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -716199.500000 Penalty: 4211.461426
	Iteration 27Q: 3 clusters Score -716199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -716205.187500 Penalty: 4211.461426
	Iteration 28Q: 3 clusters Score -716205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -716206.562500 Penalty: 4211.461426
	Iteration 29Q: 3 clusters Score -716206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -716208.875000 Penalty: 4211.461426
	Iteration 30Q: 3 clusters Score -716208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -716214.625000 Penalty: 4211.461426
	Iteration 31Q: 3 clusters Score -716214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -716219.812500 Penalty: 4211.461426
	Iteration 32Q: 3 clusters Score -716219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -716228.687500 Penalty: 4211.461426
	Iteration 33Q: 3 clusters Score -716228.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -716234.375000 Penalty: 4211.461426
	Iteration 34Q: 3 clusters Score -716234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -716239.437500 Penalty: 4211.461426
	Iteration 35Q: 3 clusters Score -716239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -716241.250000 Penalty: 4211.461426
	Iteration 36Q: 3 clusters Score -716241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -716240.625000 Penalty: 4211.461426
	Iteration 37Q: 3 clusters Score -716240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -716240.625000 Penalty: 4211.461426
	Iteration 38F: 3 clusters Score -716240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Entering Unmasked Estep 
Score: -2343677.500000 Penalty: 2410.019287
	Iteration 0F: 2 clusters Score -2343678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2331718.500000 Penalty: 4820.038574
	Iteration 0F: 3 clusters Score -2331718 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2335880.750000 Penalty: 4820.038574
	Iteration 1F: 3 clusters Score -2335881 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2336600.250000 Penalty: 4820.038574
	Iteration 2F: 3 clusters Score -2336600 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2337357.250000 Penalty: 4820.038574
	Iteration 3F: 3 clusters Score -2337357 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2338027.750000 Penalty: 4820.038574
	Iteration 4F: 3 clusters Score -2338028 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2338656.250000 Penalty: 4820.038574
	Iteration 5F: 3 clusters Score -2338656 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2339332.250000 Penalty: 4820.038574
	Iteration 6F: 3 clusters Score -2339332 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2339930.000000 Penalty: 4820.038574
	Iteration 7F: 3 clusters Score -2339930 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2340442.250000 Penalty: 4820.038574
	Iteration 8Q: 3 clusters Score -2340442 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2340916.750000 Penalty: 4820.038574
	Iteration 9Q: 3 clusters Score -2340917 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2341393.500000 Penalty: 4820.038574
	Iteration 10Q: 3 clusters Score -2341394 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2341907.250000 Penalty: 4820.038574
	Iteration 11Q: 3 clusters Score -2341907 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2342234.000000 Penalty: 4820.038574
	Iteration 12Q: 3 clusters Score -2342234 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2342420.750000 Penalty: 4820.038574
	Iteration 13Q: 3 clusters Score -2342421 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2342522.750000 Penalty: 4820.038574
	Iteration 14Q: 3 clusters Score -2342523 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2342580.500000 Penalty: 4820.038574
	Iteration 15Q: 3 clusters Score -2342580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2342629.750000 Penalty: 4820.038574
	Iteration 16Q: 3 clusters Score -2342630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2342664.000000 Penalty: 4820.038574
	Iteration 17Q: 3 clusters Score -2342664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2342696.250000 Penalty: 4820.038574
	Iteration 18Q: 3 clusters Score -2342696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2342721.000000 Penalty: 4820.038574
	Iteration 19Q: 3 clusters Score -2342721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2342738.500000 Penalty: 4820.038574
	Iteration 20F: 3 clusters Score -2342738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2342751.000000 Penalty: 4820.038574
	Iteration 21Q: 3 clusters Score -2342751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2342759.250000 Penalty: 4820.038574
	Iteration 22Q: 3 clusters Score -2342759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2342767.000000 Penalty: 4820.038574
	Iteration 23Q: 3 clusters Score -2342767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2342785.250000 Penalty: 4820.038574
	Iteration 24Q: 3 clusters Score -2342785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2342791.750000 Penalty: 4820.038574
	Iteration 25Q: 3 clusters Score -2342792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2342798.500000 Penalty: 4820.038574
	Iteration 26Q: 3 clusters Score -2342798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2342810.250000 Penalty: 4820.038574
	Iteration 27Q: 3 clusters Score -2342810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2342820.000000 Penalty: 4820.038574
	Iteration 28Q: 3 clusters Score -2342820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2342822.000000 Penalty: 4820.038574
	Iteration 29Q: 3 clusters Score -2342822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2342829.750000 Penalty: 4820.038574
	Iteration 30Q: 3 clusters Score -2342830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2342832.750000 Penalty: 4820.038574
	Iteration 31Q: 3 clusters Score -2342833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2342841.000000 Penalty: 4820.038574
	Iteration 32Q: 3 clusters Score -2342841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2342839.250000 Penalty: 4820.038574
	Iteration 33Q: 3 clusters Score -2342839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2342853.500000 Penalty: 4820.038574
	Iteration 34Q: 3 clusters Score -2342854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2342852.000000 Penalty: 4820.038574
	Iteration 35Q: 3 clusters Score -2342852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2342847.250000 Penalty: 4820.038574
	Iteration 36Q: 3 clusters Score -2342847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2342857.000000 Penalty: 4820.038574
	Iteration 37Q: 3 clusters Score -2342857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2342862.250000 Penalty: 4820.038574
	Iteration 38Q: 3 clusters Score -2342862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2342867.500000 Penalty: 4820.038574
	Iteration 39Q: 3 clusters Score -2342868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2342874.250000 Penalty: 4820.038574
	Iteration 40F: 3 clusters Score -2342874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2342876.000000 Penalty: 4820.038574
	Iteration 41Q: 3 clusters Score -2342876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2342874.500000 Penalty: 4820.038574
	Iteration 42Q: 3 clusters Score -2342874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2342882.750000 Penalty: 4820.038574
	Iteration 43Q: 3 clusters Score -2342883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2342885.250000 Penalty: 4820.038574
	Iteration 44Q: 3 clusters Score -2342885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2342880.250000 Penalty: 4820.038574
	Iteration 45Q: 3 clusters Score -2342880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2342884.750000 Penalty: 4820.038574
	Iteration 46Q: 3 clusters Score -2342885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2342884.500000 Penalty: 4820.038574
	Iteration 47Q: 3 clusters Score -2342884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2342887.750000 Penalty: 4820.038574
	Iteration 48Q: 3 clusters Score -2342888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2342885.750000 Penalty: 4820.038574
	Iteration 49Q: 3 clusters Score -2342886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2342891.000000 Penalty: 4820.038574
	Iteration 50Q: 3 clusters Score -2342891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2342890.000000 Penalty: 4820.038574
	Iteration 51Q: 3 clusters Score -2342890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2342890.500000 Penalty: 4820.038574
	Iteration 52Q: 3 clusters Score -2342890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2342895.500000 Penalty: 4820.038574
	Iteration 53Q: 3 clusters Score -2342896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2342898.500000 Penalty: 4820.038574
	Iteration 54Q: 3 clusters Score -2342898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2342900.250000 Penalty: 4820.038574
	Iteration 55Q: 3 clusters Score -2342900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2342897.250000 Penalty: 4820.038574
	Iteration 56Q: 3 clusters Score -2342897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2342899.000000 Penalty: 4820.038574
	Iteration 57Q: 3 clusters Score -2342899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2342900.000000 Penalty: 4820.038574
	Iteration 58Q: 3 clusters Score -2342900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2342903.500000 Penalty: 4820.038574
	Iteration 59Q: 3 clusters Score -2342904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2342907.750000 Penalty: 4820.038574
	Iteration 60F: 3 clusters Score -2342908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2342906.250000 Penalty: 4820.038574
	Iteration 61Q: 3 clusters Score -2342906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2342913.000000 Penalty: 4820.038574
	Iteration 62Q: 3 clusters Score -2342913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2342915.000000 Penalty: 4820.038574
	Iteration 63Q: 3 clusters Score -2342915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2342912.500000 Penalty: 4820.038574
	Iteration 64Q: 3 clusters Score -2342912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2342920.000000 Penalty: 4820.038574
	Iteration 65Q: 3 clusters Score -2342920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2342920.500000 Penalty: 4820.038574
	Iteration 66Q: 3 clusters Score -2342920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2342922.750000 Penalty: 4820.038574
	Iteration 67Q: 3 clusters Score -2342923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2342925.500000 Penalty: 4820.038574
	Iteration 68Q: 3 clusters Score -2342926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2342924.500000 Penalty: 4820.038574
	Iteration 69Q: 3 clusters Score -2342924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2342926.500000 Penalty: 4820.038574
	Iteration 70Q: 3 clusters Score -2342926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2342924.500000 Penalty: 4820.038574
	Iteration 71Q: 3 clusters Score -2342924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2342921.500000 Penalty: 4820.038574
	Iteration 72Q: 3 clusters Score -2342922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2342923.500000 Penalty: 4820.038574
	Iteration 73Q: 3 clusters Score -2342924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2342929.250000 Penalty: 4820.038574
	Iteration 74Q: 3 clusters Score -2342929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2342935.000000 Penalty: 4820.038574
	Iteration 75Q: 3 clusters Score -2342935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2342929.000000 Penalty: 4820.038574
	Iteration 76Q: 3 clusters Score -2342929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2342928.000000 Penalty: 4820.038574
	Iteration 77Q: 3 clusters Score -2342928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2342932.250000 Penalty: 4820.038574
	Iteration 78Q: 3 clusters Score -2342932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2342931.500000 Penalty: 4820.038574
	Iteration 79Q: 3 clusters Score -2342932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2342932.250000 Penalty: 4820.038574
	Iteration 80F: 3 clusters Score -2342932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2342937.750000 Penalty: 4820.038574
	Iteration 81Q: 3 clusters Score -2342938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2342942.250000 Penalty: 4820.038574
	Iteration 82Q: 3 clusters Score -2342942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2342943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2342946.000000 Penalty: 4820.038574
	Iteration 84Q: 3 clusters Score -2342946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2342949.500000 Penalty: 4820.038574
	Iteration 85Q: 3 clusters Score -2342950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2342954.000000 Penalty: 4820.038574
	Iteration 86Q: 3 clusters Score -2342954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2342958.000000 Penalty: 4820.038574
	Iteration 87Q: 3 clusters Score -2342958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2342961.500000 Penalty: 4820.038574
	Iteration 88Q: 3 clusters Score -2342962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2342963.500000 Penalty: 4820.038574
	Iteration 89Q: 3 clusters Score -2342964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2342965.750000 Penalty: 4820.038574
	Iteration 90Q: 3 clusters Score -2342966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2342973.250000 Penalty: 4820.038574
	Iteration 91Q: 3 clusters Score -2342973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2342973.750000 Penalty: 4820.038574
	Iteration 92Q: 3 clusters Score -2342974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2342970.000000 Penalty: 4820.038574
	Iteration 93Q: 3 clusters Score -2342970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2342976.500000 Penalty: 4820.038574
	Iteration 94Q: 3 clusters Score -2342976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2342979.500000 Penalty: 4820.038574
	Iteration 95Q: 3 clusters Score -2342980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2342983.500000 Penalty: 4820.038574
	Iteration 96Q: 3 clusters Score -2342984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2342985.000000 Penalty: 4820.038574
	Iteration 97Q: 3 clusters Score -2342985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2342988.500000 Penalty: 4820.038574
	Iteration 98Q: 3 clusters Score -2342988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2342989.250000 Penalty: 4820.038574
	Iteration 99Q: 3 clusters Score -2342989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2342989.500000 Penalty: 4820.038574
	Iteration 100F: 3 clusters Score -2342990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2342989.250000 Penalty: 4820.038574
	Iteration 101Q: 3 clusters Score -2342989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2342992.000000 Penalty: 4820.038574
	Iteration 102Q: 3 clusters Score -2342992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2342994.250000 Penalty: 4820.038574
	Iteration 103Q: 3 clusters Score -2342994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2342996.750000 Penalty: 4820.038574
	Iteration 104Q: 3 clusters Score -2342997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2342999.250000 Penalty: 4820.038574
	Iteration 105Q: 3 clusters Score -2342999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2342997.000000 Penalty: 4820.038574
	Iteration 106Q: 3 clusters Score -2342997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2343000.250000 Penalty: 4820.038574
	Iteration 107Q: 3 clusters Score -2343000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2342998.250000 Penalty: 4820.038574
	Iteration 108Q: 3 clusters Score -2342998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2343003.250000 Penalty: 4820.038574
	Iteration 109Q: 3 clusters Score -2343003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2343005.000000 Penalty: 4820.038574
	Iteration 110Q: 3 clusters Score -2343005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2343009.750000 Penalty: 4820.038574
	Iteration 111Q: 3 clusters Score -2343010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2343011.000000 Penalty: 4820.038574
	Iteration 112Q: 3 clusters Score -2343011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2343017.000000 Penalty: 4820.038574
	Iteration 113Q: 3 clusters Score -2343017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2343014.750000 Penalty: 4820.038574
	Iteration 114Q: 3 clusters Score -2343015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2343018.750000 Penalty: 4820.038574
	Iteration 115Q: 3 clusters Score -2343019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2343027.750000 Penalty: 4820.038574
	Iteration 116Q: 3 clusters Score -2343028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2343029.500000 Penalty: 4820.038574
	Iteration 117Q: 3 clusters Score -2343030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2343037.750000 Penalty: 4820.038574
	Iteration 118Q: 3 clusters Score -2343038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2343048.000000 Penalty: 4820.038574
	Iteration 119Q: 3 clusters Score -2343048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2343055.500000 Penalty: 4820.038574
	Iteration 120F: 3 clusters Score -2343056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2343064.000000 Penalty: 4820.038574
	Iteration 121Q: 3 clusters Score -2343064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2343069.750000 Penalty: 4820.038574
	Iteration 122Q: 3 clusters Score -2343070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2343074.500000 Penalty: 4820.038574
	Iteration 123Q: 3 clusters Score -2343074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2343076.000000 Penalty: 4820.038574
	Iteration 124Q: 3 clusters Score -2343076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2343084.750000 Penalty: 4820.038574
	Iteration 125Q: 3 clusters Score -2343085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2343080.000000 Penalty: 4820.038574
	Iteration 126Q: 3 clusters Score -2343080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2343078.500000 Penalty: 4820.038574
	Iteration 127Q: 3 clusters Score -2343078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2343078.250000 Penalty: 4820.038574
	Iteration 128Q: 3 clusters Score -2343078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2343077.000000 Penalty: 4820.038574
	Iteration 129Q: 3 clusters Score -2343077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2343079.500000 Penalty: 4820.038574
	Iteration 130Q: 3 clusters Score -2343080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2343079.250000 Penalty: 4820.038574
	Iteration 131Q: 3 clusters Score -2343079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2343081.250000 Penalty: 4820.038574
	Iteration 132Q: 3 clusters Score -2343081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2343080.750000 Penalty: 4820.038574
	Iteration 133Q: 3 clusters Score -2343081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2343081.750000 Penalty: 4820.038574
	Iteration 134Q: 3 clusters Score -2343082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2343081.750000 Penalty: 4820.038574
	Iteration 135F: 3 clusters Score -2343082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -2154064.750000 Penalty: 2366.899902
	Iteration 0F: 2 clusters Score -2154065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2143944.250000 Penalty: 4733.799805
	Iteration 0F: 3 clusters Score -2143944 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2147104.000000 Penalty: 4733.799805
	Iteration 1F: 3 clusters Score -2147104 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2147541.750000 Penalty: 4733.799805
	Iteration 2F: 3 clusters Score -2147542 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2147983.750000 Penalty: 4733.799805
	Iteration 3F: 3 clusters Score -2147984 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2148472.500000 Penalty: 4733.799805
	Iteration 4F: 3 clusters Score -2148472 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2149030.500000 Penalty: 4733.799805
	Iteration 5F: 3 clusters Score -2149030 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2149641.000000 Penalty: 4733.799805
	Iteration 6F: 3 clusters Score -2149641 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2150211.750000 Penalty: 4733.799805
	Iteration 7F: 3 clusters Score -2150212 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2150689.000000 Penalty: 4733.799805
	Iteration 8Q: 3 clusters Score -2150689 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2151097.750000 Penalty: 4733.799805
	Iteration 9Q: 3 clusters Score -2151098 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2151452.750000 Penalty: 4733.799805
	Iteration 10Q: 3 clusters Score -2151453 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2151705.000000 Penalty: 4733.799805
	Iteration 11Q: 3 clusters Score -2151705 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2151888.750000 Penalty: 4733.799805
	Iteration 12Q: 3 clusters Score -2151889 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2152016.000000 Penalty: 4733.799805
	Iteration 13Q: 3 clusters Score -2152016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2152085.750000 Penalty: 4733.799805
	Iteration 14Q: 3 clusters Score -2152086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2152146.750000 Penalty: 4733.799805
	Iteration 15Q: 3 clusters Score -2152147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2152183.250000 Penalty: 4733.799805
	Iteration 16Q: 3 clusters Score -2152183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2152200.750000 Penalty: 4733.799805
	Iteration 17Q: 3 clusters Score -2152201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2152227.250000 Penalty: 4733.799805
	Iteration 18Q: 3 clusters Score -2152227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2152248.500000 Penalty: 4733.799805
	Iteration 19Q: 3 clusters Score -2152248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2152261.250000 Penalty: 4733.799805
	Iteration 20F: 3 clusters Score -2152261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2152271.000000 Penalty: 4733.799805
	Iteration 21Q: 3 clusters Score -2152271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2152277.750000 Penalty: 4733.799805
	Iteration 22Q: 3 clusters Score -2152278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2152285.000000 Penalty: 4733.799805
	Iteration 23Q: 3 clusters Score -2152285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2152291.250000 Penalty: 4733.799805
	Iteration 24Q: 3 clusters Score -2152291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2152298.250000 Penalty: 4733.799805
	Iteration 25Q: 3 clusters Score -2152298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2152301.500000 Penalty: 4733.799805
	Iteration 26Q: 3 clusters Score -2152302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2152299.500000 Penalty: 4733.799805
	Iteration 27Q: 3 clusters Score -2152300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2152305.000000 Penalty: 4733.799805
	Iteration 28Q: 3 clusters Score -2152305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2152304.500000 Penalty: 4733.799805
	Iteration 29Q: 3 clusters Score -2152304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2152303.750000 Penalty: 4733.799805
	Iteration 30Q: 3 clusters Score -2152304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2152305.750000 Penalty: 4733.799805
	Iteration 31Q: 3 clusters Score -2152306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2152309.250000 Penalty: 4733.799805
	Iteration 32Q: 3 clusters Score -2152309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2152310.250000 Penalty: 4733.799805
	Iteration 33Q: 3 clusters Score -2152310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2152312.500000 Penalty: 4733.799805
	Iteration 34Q: 3 clusters Score -2152312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2152318.000000 Penalty: 4733.799805
	Iteration 35Q: 3 clusters Score -2152318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2152316.750000 Penalty: 4733.799805
	Iteration 36Q: 3 clusters Score -2152317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2152320.250000 Penalty: 4733.799805
	Iteration 37Q: 3 clusters Score -2152320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2152319.000000 Penalty: 4733.799805
	Iteration 38Q: 3 clusters Score -2152319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2152322.000000 Penalty: 4733.799805
	Iteration 39Q: 3 clusters Score -2152322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2152322.000000 Penalty: 4733.799805
	Iteration 40F: 3 clusters Score -2152322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Entering Unmasked Estep 
Score: -9158836.000000 Penalty: 2732.770508
	Iteration 0F: 2 clusters Score -9158836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -9117748.000000 Penalty: 5465.541016
	Iteration 0F: 3 clusters Score -9117748 nChanged 28462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -9133729.000000 Penalty: 5465.541016
	Iteration 1F: 3 clusters Score -9133729 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -9134292.000000 Penalty: 5465.541016
	Iteration 2Q: 3 clusters Score -9134292 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -9134839.000000 Penalty: 5465.541016
	Iteration 3Q: 3 clusters Score -9134839 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9135444.000000 Penalty: 5465.541016
	Iteration 4Q: 3 clusters Score -9135444 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -9136154.000000 Penalty: 5465.541016
	Iteration 5Q: 3 clusters Score -9136154 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -9137080.000000 Penalty: 5465.541016
	Iteration 6Q: 3 clusters Score -9137080 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -9138650.000000 Penalty: 5465.541016
	Iteration 7Q: 3 clusters Score -9138650 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9140720.000000 Penalty: 5465.541016
	Iteration 8F: 3 clusters Score -9140720 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -9143156.000000 Penalty: 5465.541016
	Iteration 9F: 3 clusters Score -9143156 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -9145372.000000 Penalty: 5465.541016
	Iteration 10F: 3 clusters Score -9145372 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -9147311.000000 Penalty: 5465.541016
	Iteration 11Q: 3 clusters Score -9147311 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -9148875.000000 Penalty: 5465.541016
	Iteration 12Q: 3 clusters Score -9148875 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -9150155.000000 Penalty: 5465.541016
	Iteration 13Q: 3 clusters Score -9150155 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -9150973.000000 Penalty: 5465.541016
	Iteration 14Q: 3 clusters Score -9150973 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -9151638.000000 Penalty: 5465.541016
	Iteration 15Q: 3 clusters Score -9151638 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -9152175.000000 Penalty: 5465.541016
	Iteration 16Q: 3 clusters Score -9152175 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -9152590.000000 Penalty: 5465.541016
	Iteration 17Q: 3 clusters Score -9152590 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -9153085.000000 Penalty: 5465.541016
	Iteration 18Q: 3 clusters Score -9153085 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -9153564.000000 Penalty: 5465.541016
	Iteration 19Q: 3 clusters Score -9153564 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9154012.000000 Penalty: 5465.541016
	Iteration 20F: 3 clusters Score -9154012 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -9154423.000000 Penalty: 5465.541016
	Iteration 21Q: 3 clusters Score -9154423 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -9154722.000000 Penalty: 5465.541016
	Iteration 22Q: 3 clusters Score -9154722 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9154989.000000 Penalty: 5465.541016
	Iteration 23Q: 3 clusters Score -9154989 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -9155242.000000 Penalty: 5465.541016
	Iteration 24Q: 3 clusters Score -9155242 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9155475.000000 Penalty: 5465.541016
	Iteration 25Q: 3 clusters Score -9155475 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9155653.000000 Penalty: 5465.541016
	Iteration 26Q: 3 clusters Score -9155653 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9155810.000000 Penalty: 5465.541016
	Iteration 27Q: 3 clusters Score -9155810 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9155967.000000 Penalty: 5465.541016
	Iteration 28Q: 3 clusters Score -9155967 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9156056.000000 Penalty: 5465.541016
	Iteration 29Q: 3 clusters Score -9156056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9156141.000000 Penalty: 5465.541016
	Iteration 30Q: 3 clusters Score -9156141 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9156194.000000 Penalty: 5465.541016
	Iteration 31Q: 3 clusters Score -9156194 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9156262.000000 Penalty: 5465.541016
	Iteration 32Q: 3 clusters Score -9156262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9156297.000000 Penalty: 5465.541016
	Iteration 33Q: 3 clusters Score -9156297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9156333.000000 Penalty: 5465.541016
	Iteration 34Q: 3 clusters Score -9156333 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9156369.000000 Penalty: 5465.541016
	Iteration 35Q: 3 clusters Score -9156369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9156384.000000 Penalty: 5465.541016
	Iteration 36Q: 3 clusters Score -9156384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9156420.000000 Penalty: 5465.541016
	Iteration 37Q: 3 clusters Score -9156420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9156429.000000 Penalty: 5465.541016
	Iteration 38Q: 3 clusters Score -9156429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9156443.000000 Penalty: 5465.541016
	Iteration 39Q: 3 clusters Score -9156443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9156473.000000 Penalty: 5465.541016
	Iteration 40F: 3 clusters Score -9156473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9156494.000000 Penalty: 5465.541016
	Iteration 41Q: 3 clusters Score -9156494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9156494.000000 Penalty: 5465.541016
	Iteration 42Q: 3 clusters Score -9156494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9156525.000000 Penalty: 5465.541016
	Iteration 43Q: 3 clusters Score -9156525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9156541.000000 Penalty: 5465.541016
	Iteration 44Q: 3 clusters Score -9156541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9156553.000000 Penalty: 5465.541016
	Iteration 45Q: 3 clusters Score -9156553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9156566.000000 Penalty: 5465.541016
	Iteration 46Q: 3 clusters Score -9156566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9156588.000000 Penalty: 5465.541016
	Iteration 47Q: 3 clusters Score -9156588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9156588.000000 Penalty: 5465.541016
	Iteration 48Q: 3 clusters Score -9156588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9156596.000000 Penalty: 5465.541016
	Iteration 49Q: 3 clusters Score -9156596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9156603.000000 Penalty: 5465.541016
	Iteration 50Q: 3 clusters Score -9156603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9156593.000000 Penalty: 5465.541016
	Iteration 51Q: 3 clusters Score -9156593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9156594.000000 Penalty: 5465.541016
	Iteration 52Q: 3 clusters Score -9156594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9156590.000000 Penalty: 5465.541016
	Iteration 53Q: 3 clusters Score -9156590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9156590.000000 Penalty: 5465.541016
	Iteration 54Q: 3 clusters Score -9156590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9156584.000000 Penalty: 5465.541016
	Iteration 55Q: 3 clusters Score -9156584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9156597.000000 Penalty: 5465.541016
	Iteration 56Q: 3 clusters Score -9156597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9156597.000000 Penalty: 5465.541016
	Iteration 57F: 3 clusters Score -9156597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25421.226562 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25421.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24403.806641 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24403.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24574.804688 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24641.072266 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -24641.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24665.111328 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24665.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -24691.128906 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24691.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -24732.515625 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24732.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -24754.378906 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24754.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -24759.013672 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24759.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -24759.013672 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -24759.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Entering Unmasked Estep 
Score: -5044814.000000 Penalty: 2577.825439
	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 16313 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5022510.500000 Penalty: 5155.650879
	Iteration 0F: 3 clusters Score -5022510 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -5030413.500000 Penalty: 5155.650879
	Iteration 1F: 3 clusters Score -5030414 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5030834.000000 Penalty: 5155.650879
	Iteration 2Q: 3 clusters Score -5030834 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5031126.000000 Penalty: 5155.650879
	Iteration 3Q: 3 clusters Score -5031126 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5031411.000000 Penalty: 5155.650879
	Iteration 4Q: 3 clusters Score -5031411 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5031669.500000 Penalty: 5155.650879
	Iteration 5Q: 3 clusters Score -5031670 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5031967.500000 Penalty: 5155.650879
	Iteration 6Q: 3 clusters Score -5031968 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5032343.500000 Penalty: 5155.650879
	Iteration 7Q: 3 clusters Score -5032344 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5032761.000000 Penalty: 5155.650879
	Iteration 8Q: 3 clusters Score -5032761 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5033279.000000 Penalty: 5155.650879
	Iteration 9Q: 3 clusters Score -5033279 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5033949.000000 Penalty: 5155.650879
	Iteration 10Q: 3 clusters Score -5033949 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5034736.000000 Penalty: 5155.650879
	Iteration 11Q: 3 clusters Score -5034736 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5035667.000000 Penalty: 5155.650879
	Iteration 12Q: 3 clusters Score -5035667 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5036624.500000 Penalty: 5155.650879
	Iteration 13Q: 3 clusters Score -5036624 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5037533.000000 Penalty: 5155.650879
	Iteration 14Q: 3 clusters Score -5037533 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5038187.500000 Penalty: 5155.650879
	Iteration 15Q: 3 clusters Score -5038188 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5038613.000000 Penalty: 5155.650879
	Iteration 16Q: 3 clusters Score -5038613 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5038901.500000 Penalty: 5155.650879
	Iteration 17Q: 3 clusters Score -5038902 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -5039097.000000 Penalty: 5155.650879
	Iteration 18Q: 3 clusters Score -5039097 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -5039245.500000 Penalty: 5155.650879
	Iteration 19Q: 3 clusters Score -5039246 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5039404.500000 Penalty: 5155.650879
	Iteration 20F: 3 clusters Score -5039404 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5039556.500000 Penalty: 5155.650879
	Iteration 21Q: 3 clusters Score -5039556 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -5039721.500000 Penalty: 5155.650879
	Iteration 22Q: 3 clusters Score -5039722 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -5039886.000000 Penalty: 5155.650879
	Iteration 23Q: 3 clusters Score -5039886 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5040092.500000 Penalty: 5155.650879
	Iteration 24Q: 3 clusters Score -5040092 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5040264.500000 Penalty: 5155.650879
	Iteration 25Q: 3 clusters Score -5040264 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5040461.000000 Penalty: 5155.650879
	Iteration 26Q: 3 clusters Score -5040461 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5040649.000000 Penalty: 5155.650879
	Iteration 27Q: 3 clusters Score -5040649 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5040858.000000 Penalty: 5155.650879
	Iteration 28Q: 3 clusters Score -5040858 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5041075.500000 Penalty: 5155.650879
	Iteration 29Q: 3 clusters Score -5041076 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5041286.500000 Penalty: 5155.650879
	Iteration 30Q: 3 clusters Score -5041286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5041524.000000 Penalty: 5155.650879
	Iteration 31Q: 3 clusters Score -5041524 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -5041706.500000 Penalty: 5155.650879
	Iteration 32Q: 3 clusters Score -5041706 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -5041878.000000 Penalty: 5155.650879
	Iteration 33Q: 3 clusters Score -5041878 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5042016.000000 Penalty: 5155.650879
	Iteration 34Q: 3 clusters Score -5042016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5042144.000000 Penalty: 5155.650879
	Iteration 35Q: 3 clusters Score -5042144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5042229.500000 Penalty: 5155.650879
	Iteration 36Q: 3 clusters Score -5042230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5042308.000000 Penalty: 5155.650879
	Iteration 37Q: 3 clusters Score -5042308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5042368.500000 Penalty: 5155.650879
	Iteration 38Q: 3 clusters Score -5042368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -5042428.500000 Penalty: 5155.650879
	Iteration 39Q: 3 clusters Score -5042428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5042450.500000 Penalty: 5155.650879
	Iteration 40F: 3 clusters Score -5042450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -5042479.500000 Penalty: 5155.650879
	Iteration 41Q: 3 clusters Score -5042480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5042504.000000 Penalty: 5155.650879
	Iteration 42Q: 3 clusters Score -5042504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5042527.000000 Penalty: 5155.650879
	Iteration 43Q: 3 clusters Score -5042527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -5042548.500000 Penalty: 5155.650879
	Iteration 44Q: 3 clusters Score -5042548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -5042569.000000 Penalty: 5155.650879
	Iteration 45Q: 3 clusters Score -5042569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5042577.000000 Penalty: 5155.650879
	Iteration 46Q: 3 clusters Score -5042577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5042577.500000 Penalty: 5155.650879
	Iteration 47Q: 3 clusters Score -5042578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5042589.000000 Penalty: 5155.650879
	Iteration 48Q: 3 clusters Score -5042589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5042591.500000 Penalty: 5155.650879
	Iteration 49Q: 3 clusters Score -5042592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -5042598.500000 Penalty: 5155.650879
	Iteration 50Q: 3 clusters Score -5042598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5042598.500000 Penalty: 5155.650879
	Iteration 51Q: 3 clusters Score -5042598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5042595.500000 Penalty: 5155.650879
	Iteration 52Q: 3 clusters Score -5042596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5042595.000000 Penalty: 5155.650879
	Iteration 53Q: 3 clusters Score -5042595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -5042596.500000 Penalty: 5155.650879
	Iteration 54Q: 3 clusters Score -5042596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -5042604.000000 Penalty: 5155.650879
	Iteration 55Q: 3 clusters Score -5042604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -5042614.000000 Penalty: 5155.650879
	Iteration 56Q: 3 clusters Score -5042614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5042615.500000 Penalty: 5155.650879
	Iteration 57Q: 3 clusters Score -5042616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -5042612.000000 Penalty: 5155.650879
	Iteration 58Q: 3 clusters Score -5042612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -5042614.500000 Penalty: 5155.650879
	Iteration 59Q: 3 clusters Score -5042614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5042615.500000 Penalty: 5155.650879
	Iteration 60F: 3 clusters Score -5042616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5042619.500000 Penalty: 5155.650879
	Iteration 61Q: 3 clusters Score -5042620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -5042621.500000 Penalty: 5155.650879
	Iteration 62Q: 3 clusters Score -5042622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -5042624.000000 Penalty: 5155.650879
	Iteration 63Q: 3 clusters Score -5042624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5042619.500000 Penalty: 5155.650879
	Iteration 64Q: 3 clusters Score -5042620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5042626.500000 Penalty: 5155.650879
	Iteration 65Q: 3 clusters Score -5042626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5042627.000000 Penalty: 5155.650879
	Iteration 66Q: 3 clusters Score -5042627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5042633.000000 Penalty: 5155.650879
	Iteration 67Q: 3 clusters Score -5042633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5042635.500000 Penalty: 5155.650879
	Iteration 68Q: 3 clusters Score -5042636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5042635.000000 Penalty: 5155.650879
	Iteration 69Q: 3 clusters Score -5042635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5042635.000000 Penalty: 5155.650879
	Iteration 70F: 3 clusters Score -5042635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Entering Unmasked Estep 
Score: -10050973.000000 Penalty: 2746.298584
	Iteration 0F: 2 clusters Score -1.005097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -10007859.000000 Penalty: 5492.597168
	Iteration 0F: 3 clusters Score -1.000786e+07 nChanged 29966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -10024943.000000 Penalty: 5492.597168
	Iteration 1F: 3 clusters Score -1.002494e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10025861.000000 Penalty: 5492.597168
	Iteration 2Q: 3 clusters Score -1.002586e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -10027094.000000 Penalty: 5492.597168
	Iteration 3Q: 3 clusters Score -1.002709e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -10029089.000000 Penalty: 5492.597168
	Iteration 4F: 3 clusters Score -1.002909e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -10032056.000000 Penalty: 5492.597168
	Iteration 5F: 3 clusters Score -1.003206e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -10035636.000000 Penalty: 5492.597168
	Iteration 6F: 3 clusters Score -1.003564e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -10039479.000000 Penalty: 5492.597168
	Iteration 7F: 3 clusters Score -1.003948e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -10042814.000000 Penalty: 5492.597168
	Iteration 8F: 3 clusters Score -1.004281e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -10044997.000000 Penalty: 5492.597168
	Iteration 9Q: 3 clusters Score -1.0045e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -10046364.000000 Penalty: 5492.597168
	Iteration 10Q: 3 clusters Score -1.004636e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -10047233.000000 Penalty: 5492.597168
	Iteration 11Q: 3 clusters Score -1.004723e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -10047730.000000 Penalty: 5492.597168
	Iteration 12Q: 3 clusters Score -1.004773e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -10048021.000000 Penalty: 5492.597168
	Iteration 13Q: 3 clusters Score -1.004802e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -10048210.000000 Penalty: 5492.597168
	Iteration 14Q: 3 clusters Score -1.004821e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -10048347.000000 Penalty: 5492.597168
	Iteration 15Q: 3 clusters Score -1.004835e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10048431.000000 Penalty: 5492.597168
	Iteration 16Q: 3 clusters Score -1.004843e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -10048466.000000 Penalty: 5492.597168
	Iteration 17Q: 3 clusters Score -1.004847e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -10048488.000000 Penalty: 5492.597168
	Iteration 18Q: 3 clusters Score -1.004849e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -10048501.000000 Penalty: 5492.597168
	Iteration 19Q: 3 clusters Score -1.00485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -10048506.000000 Penalty: 5492.597168
	Iteration 20F: 3 clusters Score -1.004851e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -10048526.000000 Penalty: 5492.597168
	Iteration 21Q: 3 clusters Score -1.004853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -10048542.000000 Penalty: 5492.597168
	Iteration 22Q: 3 clusters Score -1.004854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -10048555.000000 Penalty: 5492.597168
	Iteration 23Q: 3 clusters Score -1.004856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -10048558.000000 Penalty: 5492.597168
	Iteration 24Q: 3 clusters Score -1.004856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -10048563.000000 Penalty: 5492.597168
	Iteration 25Q: 3 clusters Score -1.004856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -10048571.000000 Penalty: 5492.597168
	Iteration 26Q: 3 clusters Score -1.004857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -10048579.000000 Penalty: 5492.597168
	Iteration 27Q: 3 clusters Score -1.004858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -10048595.000000 Penalty: 5492.597168
	Iteration 28Q: 3 clusters Score -1.00486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -10048602.000000 Penalty: 5492.597168
	Iteration 29Q: 3 clusters Score -1.00486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -10048596.000000 Penalty: 5492.597168
	Iteration 30Q: 3 clusters Score -1.00486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -10048607.000000 Penalty: 5492.597168
	Iteration 31Q: 3 clusters Score -1.004861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -10048602.000000 Penalty: 5492.597168
	Iteration 32Q: 3 clusters Score -1.00486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -10048600.000000 Penalty: 5492.597168
	Iteration 33Q: 3 clusters Score -1.00486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -10048600.000000 Penalty: 5492.597168
	Iteration 34Q: 3 clusters Score -1.00486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -10048595.000000 Penalty: 5492.597168
	Iteration 35Q: 3 clusters Score -1.00486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -10048595.000000 Penalty: 5492.597168
	Iteration 36Q: 3 clusters Score -1.00486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -10048598.000000 Penalty: 5492.597168
	Iteration 37Q: 3 clusters Score -1.00486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -10048600.000000 Penalty: 5492.597168
	Iteration 38Q: 3 clusters Score -1.00486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -10048595.000000 Penalty: 5492.597168
	Iteration 39Q: 3 clusters Score -1.00486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -10048606.000000 Penalty: 5492.597168
	Iteration 40F: 3 clusters Score -1.004861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -10048606.000000 Penalty: 5492.597168
	Iteration 41Q: 3 clusters Score -1.004861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -10048607.000000 Penalty: 5492.597168
	Iteration 42Q: 3 clusters Score -1.004861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -10048608.000000 Penalty: 5492.597168
	Iteration 43Q: 3 clusters Score -1.004861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -10048606.000000 Penalty: 5492.597168
	Iteration 44Q: 3 clusters Score -1.004861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -10048606.000000 Penalty: 5492.597168
	Iteration 45F: 3 clusters Score -1.004861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Entering Unmasked Estep 
Score: -15129024.000000 Penalty: 2849.726562
	Iteration 0F: 2 clusters Score -1.512902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -15065384.000000 Penalty: 5699.453125
	Iteration 0F: 3 clusters Score -1.506538e+07 nChanged 46179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -15092071.000000 Penalty: 5699.453125
	Iteration 1F: 3 clusters Score -1.509207e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -15093143.000000 Penalty: 5699.453125
	Iteration 2Q: 3 clusters Score -1.509314e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -15094259.000000 Penalty: 5699.453125
	Iteration 3Q: 3 clusters Score -1.509426e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -15095726.000000 Penalty: 5699.453125
	Iteration 4Q: 3 clusters Score -1.509573e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -15097904.000000 Penalty: 5699.453125
	Iteration 5Q: 3 clusters Score -1.50979e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -15100633.000000 Penalty: 5699.453125
	Iteration 6F: 3 clusters Score -1.510063e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -15104588.000000 Penalty: 5699.453125
	Iteration 7F: 3 clusters Score -1.510459e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -15109354.000000 Penalty: 5699.453125
	Iteration 8F: 3 clusters Score -1.510935e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -15114885.000000 Penalty: 5699.453125
	Iteration 9F: 3 clusters Score -1.511488e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -15119506.000000 Penalty: 5699.453125
	Iteration 10F: 3 clusters Score -1.511951e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -15122633.000000 Penalty: 5699.453125
	Iteration 11Q: 3 clusters Score -1.512263e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -15124495.000000 Penalty: 5699.453125
	Iteration 12Q: 3 clusters Score -1.51245e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -15125538.000000 Penalty: 5699.453125
	Iteration 13Q: 3 clusters Score -1.512554e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -15126063.000000 Penalty: 5699.453125
	Iteration 14Q: 3 clusters Score -1.512606e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -15126387.000000 Penalty: 5699.453125
	Iteration 15Q: 3 clusters Score -1.512639e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -15126596.000000 Penalty: 5699.453125
	Iteration 16Q: 3 clusters Score -1.51266e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -15126747.000000 Penalty: 5699.453125
	Iteration 17Q: 3 clusters Score -1.512675e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -15126792.000000 Penalty: 5699.453125
	Iteration 18Q: 3 clusters Score -1.512679e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -15126879.000000 Penalty: 5699.453125
	Iteration 19Q: 3 clusters Score -1.512688e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -15126907.000000 Penalty: 5699.453125
	Iteration 20F: 3 clusters Score -1.512691e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -15126908.000000 Penalty: 5699.453125
	Iteration 21Q: 3 clusters Score -1.512691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -15126949.000000 Penalty: 5699.453125
	Iteration 22Q: 3 clusters Score -1.512695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -15126948.000000 Penalty: 5699.453125
	Iteration 23Q: 3 clusters Score -1.512695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -15126942.000000 Penalty: 5699.453125
	Iteration 24Q: 3 clusters Score -1.512694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -15126958.000000 Penalty: 5699.453125
	Iteration 25Q: 3 clusters Score -1.512696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -15126961.000000 Penalty: 5699.453125
	Iteration 26Q: 3 clusters Score -1.512696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -15126961.000000 Penalty: 5699.453125
	Iteration 27Q: 3 clusters Score -1.512696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -15126963.000000 Penalty: 5699.453125
	Iteration 28Q: 3 clusters Score -1.512696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -15126962.000000 Penalty: 5699.453125
	Iteration 29Q: 3 clusters Score -1.512696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -15126969.000000 Penalty: 5699.453125
	Iteration 30Q: 3 clusters Score -1.512697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -15126971.000000 Penalty: 5699.453125
	Iteration 31Q: 3 clusters Score -1.512697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -15126983.000000 Penalty: 5699.453125
	Iteration 32Q: 3 clusters Score -1.512698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -15126988.000000 Penalty: 5699.453125
	Iteration 33Q: 3 clusters Score -1.512699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -15126986.000000 Penalty: 5699.453125
	Iteration 34Q: 3 clusters Score -1.512699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -15126988.000000 Penalty: 5699.453125
	Iteration 35Q: 3 clusters Score -1.512699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -15126982.000000 Penalty: 5699.453125
	Iteration 36Q: 3 clusters Score -1.512698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -15126985.000000 Penalty: 5699.453125
	Iteration 37Q: 3 clusters Score -1.512698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -15126992.000000 Penalty: 5699.453125
	Iteration 38Q: 3 clusters Score -1.512699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -15126985.000000 Penalty: 5699.453125
	Iteration 39Q: 3 clusters Score -1.512698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -15126987.000000 Penalty: 5699.453125
	Iteration 40F: 3 clusters Score -1.512699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -348763.125000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -348763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -345819.937500 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -345819.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346436.406250 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -346436.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -346629.187500 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -346629.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -346738.468750 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -346738.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -346826.968750 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -346827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -346906.718750 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -346906.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -346959.375000 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -346959.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -347002.375000 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -347002.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -347040.875000 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -347040.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -347074.218750 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -347074.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -347098.906250 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -347098.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347118.312500 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -347118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -347130.406250 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -347130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -347143.406250 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -347143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -347153.156250 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -347153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -347165.875000 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -347165.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -347177.250000 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -347177.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347189.750000 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -347189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -347201.593750 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -347201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347211.000000 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -347211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347221.656250 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -347221.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347234.906250 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -347234.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -347263.781250 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -347263.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347277.625000 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -347277.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -347288.187500 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -347288.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -347295.906250 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -347295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -347305.750000 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -347305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -347312.812500 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -347312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347316.375000 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -347316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347322.031250 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -347322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347324.343750 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -347324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347326.093750 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -347326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -347329.500000 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -347329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -347331.875000 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -347331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347334.593750 Penalty: 3876.342773
	Iteration 34Q: 3 clusters Score -347334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -347339.218750 Penalty: 3876.342773
	Iteration 35Q: 3 clusters Score -347339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -347342.843750 Penalty: 3876.342773
	Iteration 36Q: 3 clusters Score -347342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347348.406250 Penalty: 3876.342773
	Iteration 37Q: 3 clusters Score -347348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -347351.812500 Penalty: 3876.342773
	Iteration 38Q: 3 clusters Score -347351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347362.000000 Penalty: 3876.342773
	Iteration 39Q: 3 clusters Score -347362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347367.156250 Penalty: 3876.342773
	Iteration 40F: 3 clusters Score -347367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -347381.687500 Penalty: 3876.342773
	Iteration 41Q: 3 clusters Score -347381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347401.625000 Penalty: 3876.342773
	Iteration 42Q: 3 clusters Score -347401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347433.343750 Penalty: 3876.342773
	Iteration 43Q: 3 clusters Score -347433.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347473.000000 Penalty: 3876.342773
	Iteration 44Q: 3 clusters Score -347473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -347494.937500 Penalty: 3876.342773
	Iteration 45Q: 3 clusters Score -347494.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -347518.406250 Penalty: 3876.342773
	Iteration 46Q: 3 clusters Score -347518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -347536.750000 Penalty: 3876.342773
	Iteration 47Q: 3 clusters Score -347536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -347550.500000 Penalty: 3876.342773
	Iteration 48Q: 3 clusters Score -347550.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347559.625000 Penalty: 3876.342773
	Iteration 49Q: 3 clusters Score -347559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347565.875000 Penalty: 3876.342773
	Iteration 50Q: 3 clusters Score -347565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347568.375000 Penalty: 3876.342773
	Iteration 51Q: 3 clusters Score -347568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -347568.375000 Penalty: 3876.342773
	Iteration 52Q: 3 clusters Score -347568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347568.562500 Penalty: 3876.342773
	Iteration 53Q: 3 clusters Score -347568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -347568.812500 Penalty: 3876.342773
	Iteration 54Q: 3 clusters Score -347568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347569.250000 Penalty: 3876.342773
	Iteration 55Q: 3 clusters Score -347569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347569.250000 Penalty: 3876.342773
	Iteration 56F: 3 clusters Score -347569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Entering Unmasked Estep 
Score: -17946788.000000 Penalty: 2893.348389
	Iteration 0F: 2 clusters Score -1.794679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -17871602.000000 Penalty: 5786.696777
	Iteration 0F: 3 clusters Score -1.78716e+07 nChanged 55459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -17903476.000000 Penalty: 5786.696777
	Iteration 1F: 3 clusters Score -1.790348e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -17904214.000000 Penalty: 5786.696777
	Iteration 2Q: 3 clusters Score -1.790421e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -17905262.000000 Penalty: 5786.696777
	Iteration 3Q: 3 clusters Score -1.790526e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -17906812.000000 Penalty: 5786.696777
	Iteration 4Q: 3 clusters Score -1.790681e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -17909636.000000 Penalty: 5786.696777
	Iteration 5Q: 3 clusters Score -1.790964e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -17914630.000000 Penalty: 5786.696777
	Iteration 6F: 3 clusters Score -1.791463e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -17922252.000000 Penalty: 5786.696777
	Iteration 7F: 3 clusters Score -1.792225e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -17931662.000000 Penalty: 5786.696777
	Iteration 8F: 3 clusters Score -1.793166e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -17939362.000000 Penalty: 5786.696777
	Iteration 9F: 3 clusters Score -1.793936e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -17942620.000000 Penalty: 5786.696777
	Iteration 10Q: 3 clusters Score -1.794262e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -17943778.000000 Penalty: 5786.696777
	Iteration 11Q: 3 clusters Score -1.794378e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -17944028.000000 Penalty: 5786.696777
	Iteration 12Q: 3 clusters Score -1.794403e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 116064 members 
Entering Unmasked Estep 
Score: -17944180.000000 Penalty: 5786.696777
	Iteration 13Q: 3 clusters Score -1.794418e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -17944248.000000 Penalty: 5786.696777
	Iteration 14Q: 3 clusters Score -1.794425e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 116221 members 
Entering Unmasked Estep 
Score: -17944298.000000 Penalty: 5786.696777
	Iteration 15Q: 3 clusters Score -1.79443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -17944340.000000 Penalty: 5786.696777
	Iteration 16Q: 3 clusters Score -1.794434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
Score: -17944316.000000 Penalty: 5786.696777
	Iteration 17Q: 3 clusters Score -1.794432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -17944340.000000 Penalty: 5786.696777
	Iteration 18Q: 3 clusters Score -1.794434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -17944340.000000 Penalty: 5786.696777
	Iteration 19Q: 3 clusters Score -1.794434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -17944342.000000 Penalty: 5786.696777
	Iteration 20F: 3 clusters Score -1.794434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -17944350.000000 Penalty: 5786.696777
	Iteration 21Q: 3 clusters Score -1.794435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -17944364.000000 Penalty: 5786.696777
	Iteration 22Q: 3 clusters Score -1.794436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -17944384.000000 Penalty: 5786.696777
	Iteration 23Q: 3 clusters Score -1.794438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -17944382.000000 Penalty: 5786.696777
	Iteration 24Q: 3 clusters Score -1.794438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -17944382.000000 Penalty: 5786.696777
	Iteration 25Q: 3 clusters Score -1.794438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -17944378.000000 Penalty: 5786.696777
	Iteration 26Q: 3 clusters Score -1.794438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -17944378.000000 Penalty: 5786.696777
	Iteration 27F: 3 clusters Score -1.794438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Entering Unmasked Estep 
Score: -2847126.500000 Penalty: 2433.655029
	Iteration 0F: 2 clusters Score -2847126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2834069.750000 Penalty: 4867.310059
	Iteration 0F: 3 clusters Score -2834070 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2838348.500000 Penalty: 4867.310059
	Iteration 1F: 3 clusters Score -2838348 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2838751.250000 Penalty: 4867.310059
	Iteration 2F: 3 clusters Score -2838751 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2839098.500000 Penalty: 4867.310059
	Iteration 3Q: 3 clusters Score -2839098 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2839430.500000 Penalty: 4867.310059
	Iteration 4Q: 3 clusters Score -2839430 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2839823.000000 Penalty: 4867.310059
	Iteration 5Q: 3 clusters Score -2839823 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2840326.250000 Penalty: 4867.310059
	Iteration 6Q: 3 clusters Score -2840326 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2840959.000000 Penalty: 4867.310059
	Iteration 7F: 3 clusters Score -2840959 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2841781.250000 Penalty: 4867.310059
	Iteration 8F: 3 clusters Score -2841781 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2842669.500000 Penalty: 4867.310059
	Iteration 9F: 3 clusters Score -2842670 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2843471.000000 Penalty: 4867.310059
	Iteration 10F: 3 clusters Score -2843471 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2844094.250000 Penalty: 4867.310059
	Iteration 11Q: 3 clusters Score -2844094 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2844468.750000 Penalty: 4867.310059
	Iteration 12Q: 3 clusters Score -2844469 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2844677.500000 Penalty: 4867.310059
	Iteration 13Q: 3 clusters Score -2844678 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2844787.250000 Penalty: 4867.310059
	Iteration 14Q: 3 clusters Score -2844787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2844866.500000 Penalty: 4867.310059
	Iteration 15Q: 3 clusters Score -2844866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2844920.500000 Penalty: 4867.310059
	Iteration 16Q: 3 clusters Score -2844920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2844970.500000 Penalty: 4867.310059
	Iteration 17Q: 3 clusters Score -2844970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2845001.250000 Penalty: 4867.310059
	Iteration 18Q: 3 clusters Score -2845001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2845012.750000 Penalty: 4867.310059
	Iteration 19Q: 3 clusters Score -2845013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2845024.750000 Penalty: 4867.310059
	Iteration 20F: 3 clusters Score -2845025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2845035.750000 Penalty: 4867.310059
	Iteration 21Q: 3 clusters Score -2845036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2845041.750000 Penalty: 4867.310059
	Iteration 22Q: 3 clusters Score -2845042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2845043.250000 Penalty: 4867.310059
	Iteration 23Q: 3 clusters Score -2845043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2845043.250000 Penalty: 4867.310059
	Iteration 24F: 3 clusters Score -2845043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -753699.312500 Penalty: 2118.048584
	Iteration 0F: 2 clusters Score -753699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -749157.625000 Penalty: 4236.097168
	Iteration 0F: 3 clusters Score -749157.6 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -750305.937500 Penalty: 4236.097168
	Iteration 1F: 3 clusters Score -750305.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -750613.500000 Penalty: 4236.097168
	Iteration 2F: 3 clusters Score -750613.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -750895.062500 Penalty: 4236.097168
	Iteration 3F: 3 clusters Score -750895.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -751181.687500 Penalty: 4236.097168
	Iteration 4F: 3 clusters Score -751181.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -751460.437500 Penalty: 4236.097168
	Iteration 5F: 3 clusters Score -751460.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -751698.937500 Penalty: 4236.097168
	Iteration 6F: 3 clusters Score -751698.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -751887.500000 Penalty: 4236.097168
	Iteration 7Q: 3 clusters Score -751887.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -752023.187500 Penalty: 4236.097168
	Iteration 8Q: 3 clusters Score -752023.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -752121.562500 Penalty: 4236.097168
	Iteration 9Q: 3 clusters Score -752121.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -752190.437500 Penalty: 4236.097168
	Iteration 10Q: 3 clusters Score -752190.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -752236.750000 Penalty: 4236.097168
	Iteration 11Q: 3 clusters Score -752236.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -752276.500000 Penalty: 4236.097168
	Iteration 12Q: 3 clusters Score -752276.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -752299.875000 Penalty: 4236.097168
	Iteration 13Q: 3 clusters Score -752299.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -752318.812500 Penalty: 4236.097168
	Iteration 14Q: 3 clusters Score -752318.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -752340.375000 Penalty: 4236.097168
	Iteration 15Q: 3 clusters Score -752340.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -752356.750000 Penalty: 4236.097168
	Iteration 16Q: 3 clusters Score -752356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -752366.937500 Penalty: 4236.097168
	Iteration 17Q: 3 clusters Score -752366.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -752373.875000 Penalty: 4236.097168
	Iteration 18Q: 3 clusters Score -752373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -752380.375000 Penalty: 4236.097168
	Iteration 19Q: 3 clusters Score -752380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -752381.812500 Penalty: 4236.097168
	Iteration 20F: 3 clusters Score -752381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -752382.812500 Penalty: 4236.097168
	Iteration 21Q: 3 clusters Score -752382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -752385.312500 Penalty: 4236.097168
	Iteration 22Q: 3 clusters Score -752385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -752385.687500 Penalty: 4236.097168
	Iteration 23Q: 3 clusters Score -752385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -752387.625000 Penalty: 4236.097168
	Iteration 24Q: 3 clusters Score -752387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -752389.687500 Penalty: 4236.097168
	Iteration 25Q: 3 clusters Score -752389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -752390.875000 Penalty: 4236.097168
	Iteration 26Q: 3 clusters Score -752390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -752391.812500 Penalty: 4236.097168
	Iteration 27Q: 3 clusters Score -752391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -752392.500000 Penalty: 4236.097168
	Iteration 28Q: 3 clusters Score -752392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -752392.500000 Penalty: 4236.097168
	Iteration 29F: 3 clusters Score -752392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2126233.750000 Penalty: 2370.287598
	Iteration 0F: 2 clusters Score -2126234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2115869.500000 Penalty: 4740.575195
	Iteration 0F: 3 clusters Score -2115870 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2119170.000000 Penalty: 4740.575195
	Iteration 1F: 3 clusters Score -2119170 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2119635.750000 Penalty: 4740.575195
	Iteration 2F: 3 clusters Score -2119636 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2120055.750000 Penalty: 4740.575195
	Iteration 3F: 3 clusters Score -2120056 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2120424.250000 Penalty: 4740.575195
	Iteration 4F: 3 clusters Score -2120424 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2120839.000000 Penalty: 4740.575195
	Iteration 5F: 3 clusters Score -2120839 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2121233.000000 Penalty: 4740.575195
	Iteration 6F: 3 clusters Score -2121233 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2121620.750000 Penalty: 4740.575195
	Iteration 7Q: 3 clusters Score -2121621 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2122027.500000 Penalty: 4740.575195
	Iteration 8Q: 3 clusters Score -2122028 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2122516.000000 Penalty: 4740.575195
	Iteration 9Q: 3 clusters Score -2122516 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2123010.250000 Penalty: 4740.575195
	Iteration 10Q: 3 clusters Score -2123010 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2123410.250000 Penalty: 4740.575195
	Iteration 11Q: 3 clusters Score -2123410 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2123654.750000 Penalty: 4740.575195
	Iteration 12Q: 3 clusters Score -2123655 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2123809.500000 Penalty: 4740.575195
	Iteration 13Q: 3 clusters Score -2123810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2123905.250000 Penalty: 4740.575195
	Iteration 14Q: 3 clusters Score -2123905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2123972.250000 Penalty: 4740.575195
	Iteration 15Q: 3 clusters Score -2123972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2124037.750000 Penalty: 4740.575195
	Iteration 16Q: 3 clusters Score -2124038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2124086.500000 Penalty: 4740.575195
	Iteration 17Q: 3 clusters Score -2124086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2124126.250000 Penalty: 4740.575195
	Iteration 18Q: 3 clusters Score -2124126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2124158.500000 Penalty: 4740.575195
	Iteration 19Q: 3 clusters Score -2124158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2124187.250000 Penalty: 4740.575195
	Iteration 20F: 3 clusters Score -2124187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2124213.500000 Penalty: 4740.575195
	Iteration 21Q: 3 clusters Score -2124214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2124235.750000 Penalty: 4740.575195
	Iteration 22Q: 3 clusters Score -2124236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2124250.750000 Penalty: 4740.575195
	Iteration 23Q: 3 clusters Score -2124251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2124270.250000 Penalty: 4740.575195
	Iteration 24Q: 3 clusters Score -2124270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2124278.000000 Penalty: 4740.575195
	Iteration 25Q: 3 clusters Score -2124278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2124293.750000 Penalty: 4740.575195
	Iteration 26Q: 3 clusters Score -2124294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2124306.000000 Penalty: 4740.575195
	Iteration 27Q: 3 clusters Score -2124306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2124317.750000 Penalty: 4740.575195
	Iteration 28Q: 3 clusters Score -2124318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2124334.250000 Penalty: 4740.575195
	Iteration 29Q: 3 clusters Score -2124334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2124347.750000 Penalty: 4740.575195
	Iteration 30Q: 3 clusters Score -2124348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2124367.000000 Penalty: 4740.575195
	Iteration 31Q: 3 clusters Score -2124367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2124372.500000 Penalty: 4740.575195
	Iteration 32Q: 3 clusters Score -2124372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2124377.000000 Penalty: 4740.575195
	Iteration 33Q: 3 clusters Score -2124377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2124384.750000 Penalty: 4740.575195
	Iteration 34Q: 3 clusters Score -2124385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2124395.750000 Penalty: 4740.575195
	Iteration 35Q: 3 clusters Score -2124396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2124401.750000 Penalty: 4740.575195
	Iteration 36Q: 3 clusters Score -2124402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2124407.750000 Penalty: 4740.575195
	Iteration 37Q: 3 clusters Score -2124408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2124418.250000 Penalty: 4740.575195
	Iteration 38Q: 3 clusters Score -2124418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2124425.000000 Penalty: 4740.575195
	Iteration 39Q: 3 clusters Score -2124425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2124436.500000 Penalty: 4740.575195
	Iteration 40F: 3 clusters Score -2124436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2124442.750000 Penalty: 4740.575195
	Iteration 41Q: 3 clusters Score -2124443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2124450.000000 Penalty: 4740.575195
	Iteration 42Q: 3 clusters Score -2124450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2124458.250000 Penalty: 4740.575195
	Iteration 43Q: 3 clusters Score -2124458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2124464.250000 Penalty: 4740.575195
	Iteration 44Q: 3 clusters Score -2124464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2124479.500000 Penalty: 4740.575195
	Iteration 45Q: 3 clusters Score -2124480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2124494.250000 Penalty: 4740.575195
	Iteration 46Q: 3 clusters Score -2124494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2124507.500000 Penalty: 4740.575195
	Iteration 47Q: 3 clusters Score -2124508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2124525.500000 Penalty: 4740.575195
	Iteration 48Q: 3 clusters Score -2124526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2124545.500000 Penalty: 4740.575195
	Iteration 49Q: 3 clusters Score -2124546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2124571.500000 Penalty: 4740.575195
	Iteration 50Q: 3 clusters Score -2124572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2124593.250000 Penalty: 4740.575195
	Iteration 51Q: 3 clusters Score -2124593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2124611.000000 Penalty: 4740.575195
	Iteration 52Q: 3 clusters Score -2124611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2124627.000000 Penalty: 4740.575195
	Iteration 53Q: 3 clusters Score -2124627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2124635.500000 Penalty: 4740.575195
	Iteration 54Q: 3 clusters Score -2124636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2124646.500000 Penalty: 4740.575195
	Iteration 55Q: 3 clusters Score -2124646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2124653.000000 Penalty: 4740.575195
	Iteration 56Q: 3 clusters Score -2124653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2124656.000000 Penalty: 4740.575195
	Iteration 57Q: 3 clusters Score -2124656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2124662.500000 Penalty: 4740.575195
	Iteration 58Q: 3 clusters Score -2124662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2124666.000000 Penalty: 4740.575195
	Iteration 59Q: 3 clusters Score -2124666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2124665.000000 Penalty: 4740.575195
	Iteration 60F: 3 clusters Score -2124665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2124671.500000 Penalty: 4740.575195
	Iteration 61Q: 3 clusters Score -2124672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2124687.250000 Penalty: 4740.575195
	Iteration 62Q: 3 clusters Score -2124687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2124699.750000 Penalty: 4740.575195
	Iteration 63Q: 3 clusters Score -2124700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2124702.500000 Penalty: 4740.575195
	Iteration 64Q: 3 clusters Score -2124702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2124708.250000 Penalty: 4740.575195
	Iteration 65Q: 3 clusters Score -2124708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2124710.250000 Penalty: 4740.575195
	Iteration 66Q: 3 clusters Score -2124710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2124716.000000 Penalty: 4740.575195
	Iteration 67Q: 3 clusters Score -2124716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2124713.750000 Penalty: 4740.575195
	Iteration 68Q: 3 clusters Score -2124714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2124718.000000 Penalty: 4740.575195
	Iteration 69Q: 3 clusters Score -2124718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2124717.500000 Penalty: 4740.575195
	Iteration 70Q: 3 clusters Score -2124718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2124720.500000 Penalty: 4740.575195
	Iteration 71Q: 3 clusters Score -2124720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2124727.250000 Penalty: 4740.575195
	Iteration 72Q: 3 clusters Score -2124727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2124731.000000 Penalty: 4740.575195
	Iteration 73Q: 3 clusters Score -2124731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2124737.250000 Penalty: 4740.575195
	Iteration 74Q: 3 clusters Score -2124737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2124740.500000 Penalty: 4740.575195
	Iteration 75Q: 3 clusters Score -2124740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2124742.750000 Penalty: 4740.575195
	Iteration 76Q: 3 clusters Score -2124743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2124742.500000 Penalty: 4740.575195
	Iteration 77Q: 3 clusters Score -2124742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2124745.000000 Penalty: 4740.575195
	Iteration 78Q: 3 clusters Score -2124745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2124745.750000 Penalty: 4740.575195
	Iteration 79Q: 3 clusters Score -2124746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2124745.750000 Penalty: 4740.575195
	Iteration 80F: 3 clusters Score -2124746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2124748.750000 Penalty: 4740.575195
	Iteration 81Q: 3 clusters Score -2124749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2124749.250000 Penalty: 4740.575195
	Iteration 82Q: 3 clusters Score -2124749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2124749.750000 Penalty: 4740.575195
	Iteration 83Q: 3 clusters Score -2124750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2124749.750000 Penalty: 4740.575195
	Iteration 84F: 3 clusters Score -2124750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Entering Unmasked Estep 
Score: -7790109.000000 Penalty: 2691.654297
	Iteration 0F: 2 clusters Score -7790109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7755465.500000 Penalty: 5383.308594
	Iteration 0F: 3 clusters Score -7755466 nChanged 23877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -7768749.000000 Penalty: 5383.308594
	Iteration 1F: 3 clusters Score -7768749 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -7769383.000000 Penalty: 5383.308594
	Iteration 2Q: 3 clusters Score -7769383 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -7769975.000000 Penalty: 5383.308594
	Iteration 3Q: 3 clusters Score -7769975 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -7770707.000000 Penalty: 5383.308594
	Iteration 4Q: 3 clusters Score -7770707 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -7771654.000000 Penalty: 5383.308594
	Iteration 5Q: 3 clusters Score -7771654 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -7772662.000000 Penalty: 5383.308594
	Iteration 6Q: 3 clusters Score -7772662 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -7773855.000000 Penalty: 5383.308594
	Iteration 7F: 3 clusters Score -7773855 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -7775348.500000 Penalty: 5383.308594
	Iteration 8F: 3 clusters Score -7775348 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -7777094.000000 Penalty: 5383.308594
	Iteration 9F: 3 clusters Score -7777094 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -7779004.000000 Penalty: 5383.308594
	Iteration 10F: 3 clusters Score -7779004 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -7781034.500000 Penalty: 5383.308594
	Iteration 11Q: 3 clusters Score -7781034 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -7783313.500000 Penalty: 5383.308594
	Iteration 12Q: 3 clusters Score -7783314 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -7785331.500000 Penalty: 5383.308594
	Iteration 13Q: 3 clusters Score -7785332 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -7786268.500000 Penalty: 5383.308594
	Iteration 14Q: 3 clusters Score -7786268 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7786666.500000 Penalty: 5383.308594
	Iteration 15Q: 3 clusters Score -7786666 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7786902.000000 Penalty: 5383.308594
	Iteration 16Q: 3 clusters Score -7786902 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7787055.500000 Penalty: 5383.308594
	Iteration 17Q: 3 clusters Score -7787056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7787152.500000 Penalty: 5383.308594
	Iteration 18Q: 3 clusters Score -7787152 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7787200.000000 Penalty: 5383.308594
	Iteration 19Q: 3 clusters Score -7787200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7787259.000000 Penalty: 5383.308594
	Iteration 20F: 3 clusters Score -7787259 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -7787304.000000 Penalty: 5383.308594
	Iteration 21Q: 3 clusters Score -7787304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7787350.500000 Penalty: 5383.308594
	Iteration 22Q: 3 clusters Score -7787350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7787373.000000 Penalty: 5383.308594
	Iteration 23Q: 3 clusters Score -7787373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7787429.500000 Penalty: 5383.308594
	Iteration 24Q: 3 clusters Score -7787430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7787445.500000 Penalty: 5383.308594
	Iteration 25Q: 3 clusters Score -7787446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7787465.000000 Penalty: 5383.308594
	Iteration 26Q: 3 clusters Score -7787465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7787468.500000 Penalty: 5383.308594
	Iteration 27Q: 3 clusters Score -7787468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7787504.500000 Penalty: 5383.308594
	Iteration 28Q: 3 clusters Score -7787504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7787505.500000 Penalty: 5383.308594
	Iteration 29Q: 3 clusters Score -7787506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7787512.000000 Penalty: 5383.308594
	Iteration 30Q: 3 clusters Score -7787512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7787536.000000 Penalty: 5383.308594
	Iteration 31Q: 3 clusters Score -7787536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7787554.500000 Penalty: 5383.308594
	Iteration 32Q: 3 clusters Score -7787554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7787561.000000 Penalty: 5383.308594
	Iteration 33Q: 3 clusters Score -7787561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7787571.000000 Penalty: 5383.308594
	Iteration 34Q: 3 clusters Score -7787571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7787567.500000 Penalty: 5383.308594
	Iteration 35Q: 3 clusters Score -7787568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7787599.500000 Penalty: 5383.308594
	Iteration 36Q: 3 clusters Score -7787600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7787593.000000 Penalty: 5383.308594
	Iteration 37Q: 3 clusters Score -7787593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7787614.000000 Penalty: 5383.308594
	Iteration 38Q: 3 clusters Score -7787614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7787611.000000 Penalty: 5383.308594
	Iteration 39Q: 3 clusters Score -7787611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7787611.500000 Penalty: 5383.308594
	Iteration 40F: 3 clusters Score -7787612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7787635.000000 Penalty: 5383.308594
	Iteration 41Q: 3 clusters Score -7787635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7787639.000000 Penalty: 5383.308594
	Iteration 42Q: 3 clusters Score -7787639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7787645.000000 Penalty: 5383.308594
	Iteration 43Q: 3 clusters Score -7787645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7787641.500000 Penalty: 5383.308594
	Iteration 44Q: 3 clusters Score -7787642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7787655.500000 Penalty: 5383.308594
	Iteration 45Q: 3 clusters Score -7787656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7787642.500000 Penalty: 5383.308594
	Iteration 46Q: 3 clusters Score -7787642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7787645.000000 Penalty: 5383.308594
	Iteration 47Q: 3 clusters Score -7787645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7787650.000000 Penalty: 5383.308594
	Iteration 48Q: 3 clusters Score -7787650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7787659.500000 Penalty: 5383.308594
	Iteration 49Q: 3 clusters Score -7787660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7787651.500000 Penalty: 5383.308594
	Iteration 50Q: 3 clusters Score -7787652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7787660.500000 Penalty: 5383.308594
	Iteration 51Q: 3 clusters Score -7787660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7787674.500000 Penalty: 5383.308594
	Iteration 52Q: 3 clusters Score -7787674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7787669.000000 Penalty: 5383.308594
	Iteration 53Q: 3 clusters Score -7787669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7787671.500000 Penalty: 5383.308594
	Iteration 54Q: 3 clusters Score -7787672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7787683.000000 Penalty: 5383.308594
	Iteration 55Q: 3 clusters Score -7787683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7787672.000000 Penalty: 5383.308594
	Iteration 56Q: 3 clusters Score -7787672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7787680.500000 Penalty: 5383.308594
	Iteration 57Q: 3 clusters Score -7787680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7787686.500000 Penalty: 5383.308594
	Iteration 58Q: 3 clusters Score -7787686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7787674.500000 Penalty: 5383.308594
	Iteration 59Q: 3 clusters Score -7787674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7787680.000000 Penalty: 5383.308594
	Iteration 60F: 3 clusters Score -7787680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7787680.000000 Penalty: 5383.308594
	Iteration 61Q: 3 clusters Score -7787680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7787682.500000 Penalty: 5383.308594
	Iteration 62Q: 3 clusters Score -7787682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7787687.000000 Penalty: 5383.308594
	Iteration 63Q: 3 clusters Score -7787687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7787685.000000 Penalty: 5383.308594
	Iteration 64Q: 3 clusters Score -7787685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7787685.000000 Penalty: 5383.308594
	Iteration 65F: 3 clusters Score -7787685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Entering Unmasked Estep 
Score: -16181388.000000 Penalty: 2867.189697
	Iteration 0F: 2 clusters Score -1.618139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -16113919.000000 Penalty: 5734.379395
	Iteration 0F: 3 clusters Score -1.611392e+07 nChanged 49902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -16142599.000000 Penalty: 5734.379395
	Iteration 1F: 3 clusters Score -1.61426e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -16144024.000000 Penalty: 5734.379395
	Iteration 2Q: 3 clusters Score -1.614402e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -16146273.000000 Penalty: 5734.379395
	Iteration 3Q: 3 clusters Score -1.614627e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -16149961.000000 Penalty: 5734.379395
	Iteration 4F: 3 clusters Score -1.614996e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -16155684.000000 Penalty: 5734.379395
	Iteration 5F: 3 clusters Score -1.615568e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -16163653.000000 Penalty: 5734.379395
	Iteration 6F: 3 clusters Score -1.616365e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -16170268.000000 Penalty: 5734.379395
	Iteration 7F: 3 clusters Score -1.617027e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -16174184.000000 Penalty: 5734.379395
	Iteration 8Q: 3 clusters Score -1.617418e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -16176004.000000 Penalty: 5734.379395
	Iteration 9Q: 3 clusters Score -1.6176e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -16176993.000000 Penalty: 5734.379395
	Iteration 10Q: 3 clusters Score -1.617699e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -16177697.000000 Penalty: 5734.379395
	Iteration 11Q: 3 clusters Score -1.61777e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -16178430.000000 Penalty: 5734.379395
	Iteration 12Q: 3 clusters Score -1.617843e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -16178910.000000 Penalty: 5734.379395
	Iteration 13Q: 3 clusters Score -1.617891e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -16179299.000000 Penalty: 5734.379395
	Iteration 14Q: 3 clusters Score -1.61793e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -16179571.000000 Penalty: 5734.379395
	Iteration 15Q: 3 clusters Score -1.617957e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -16179817.000000 Penalty: 5734.379395
	Iteration 16Q: 3 clusters Score -1.617982e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -16180000.000000 Penalty: 5734.379395
	Iteration 17Q: 3 clusters Score -1.618e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -16180054.000000 Penalty: 5734.379395
	Iteration 18Q: 3 clusters Score -1.618005e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -16180093.000000 Penalty: 5734.379395
	Iteration 19Q: 3 clusters Score -1.618009e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -16180189.000000 Penalty: 5734.379395
	Iteration 20F: 3 clusters Score -1.618019e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -16180194.000000 Penalty: 5734.379395
	Iteration 21Q: 3 clusters Score -1.618019e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -16180195.000000 Penalty: 5734.379395
	Iteration 22Q: 3 clusters Score -1.61802e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -16180186.000000 Penalty: 5734.379395
	Iteration 23Q: 3 clusters Score -1.618019e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -16180176.000000 Penalty: 5734.379395
	Iteration 24Q: 3 clusters Score -1.618018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 103916 members 
Entering Unmasked Estep 
Score: -16180144.000000 Penalty: 5734.379395
	Iteration 25Q: 3 clusters Score -1.618014e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 5734.379395
	Iteration 26Q: 3 clusters Score -1.618014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -16180122.000000 Penalty: 5734.379395
	Iteration 27Q: 3 clusters Score -1.618012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -16180155.000000 Penalty: 5734.379395
	Iteration 28Q: 3 clusters Score -1.618016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -16180159.000000 Penalty: 5734.379395
	Iteration 29Q: 3 clusters Score -1.618016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -16180148.000000 Penalty: 5734.379395
	Iteration 30Q: 3 clusters Score -1.618015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -16180152.000000 Penalty: 5734.379395
	Iteration 31Q: 3 clusters Score -1.618015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -16180160.000000 Penalty: 5734.379395
	Iteration 32Q: 3 clusters Score -1.618016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -16180155.000000 Penalty: 5734.379395
	Iteration 33Q: 3 clusters Score -1.618016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -16180145.000000 Penalty: 5734.379395
	Iteration 34Q: 3 clusters Score -1.618014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -16180163.000000 Penalty: 5734.379395
	Iteration 35Q: 3 clusters Score -1.618016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -16180152.000000 Penalty: 5734.379395
	Iteration 36Q: 3 clusters Score -1.618015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -16180156.000000 Penalty: 5734.379395
	Iteration 37Q: 3 clusters Score -1.618016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -16180150.000000 Penalty: 5734.379395
	Iteration 38Q: 3 clusters Score -1.618015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -16180152.000000 Penalty: 5734.379395
	Iteration 39Q: 3 clusters Score -1.618015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -16180152.000000 Penalty: 5734.379395
	Iteration 40F: 3 clusters Score -1.618015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -16180149.000000 Penalty: 5734.379395
	Iteration 41Q: 3 clusters Score -1.618015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -16180151.000000 Penalty: 5734.379395
	Iteration 42Q: 3 clusters Score -1.618015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -16180148.000000 Penalty: 5734.379395
	Iteration 43Q: 3 clusters Score -1.618015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -16180155.000000 Penalty: 5734.379395
	Iteration 44Q: 3 clusters Score -1.618016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -16180154.000000 Penalty: 5734.379395
	Iteration 45Q: 3 clusters Score -1.618015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -16180154.000000 Penalty: 5734.379395
	Iteration 46F: 3 clusters Score -1.618015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -83902.640625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -83902.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82301.609375 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -82301.61 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82707.343750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -82707.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83219.429688 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83219.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84013.804688 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -84013.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84311.039062 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -84311.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84340.656250 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -84340.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84351.953125 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -84351.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84371.601562 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -84371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84379.765625 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -84379.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -84391.164062 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -84391.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -84404.671875 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -84404.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84423.195312 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -84423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -84433.187500 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -84433.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84446.882812 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -84446.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84451.351562 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -84451.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84461.398438 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -84461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84487.937500 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -84487.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84503.570312 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -84503.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84504.828125 Penalty: 3216.379150
	Iteration 18F: 3 clusters Score -84504.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84511.171875 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -84511.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84511.171875 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -84511.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102271 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116626 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 187 members 
Entering Unmasked Estep 
Score: -137791600.000000 Penalty: 91921.562500
Splitting cluster 21 changes total score from -137792816.000000 to -137791600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Entering Unmasked Estep 
Score: -10429365.000000 Penalty: 2755.857422
	Iteration 0F: 2 clusters Score -1.042936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -10384388.000000 Penalty: 5511.714844
	Iteration 0F: 3 clusters Score -1.038439e+07 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -10402403.000000 Penalty: 5511.714844
	Iteration 1F: 3 clusters Score -1.04024e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -10402985.000000 Penalty: 5511.714844
	Iteration 2Q: 3 clusters Score -1.040298e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -10403471.000000 Penalty: 5511.714844
	Iteration 3Q: 3 clusters Score -1.040347e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -10403936.000000 Penalty: 5511.714844
	Iteration 4Q: 3 clusters Score -1.040394e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -10404524.000000 Penalty: 5511.714844
	Iteration 5Q: 3 clusters Score -1.040452e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -10405275.000000 Penalty: 5511.714844
	Iteration 6Q: 3 clusters Score -1.040528e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -10406370.000000 Penalty: 5511.714844
	Iteration 7Q: 3 clusters Score -1.040637e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -10408073.000000 Penalty: 5511.714844
	Iteration 8Q: 3 clusters Score -1.040807e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -10410665.000000 Penalty: 5511.714844
	Iteration 9F: 3 clusters Score -1.041066e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -10413820.000000 Penalty: 5511.714844
	Iteration 10F: 3 clusters Score -1.041382e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -10416522.000000 Penalty: 5511.714844
	Iteration 11F: 3 clusters Score -1.041652e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -10417743.000000 Penalty: 5511.714844
	Iteration 12Q: 3 clusters Score -1.041774e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -10418314.000000 Penalty: 5511.714844
	Iteration 13Q: 3 clusters Score -1.041831e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -10418469.000000 Penalty: 5511.714844
	Iteration 14Q: 3 clusters Score -1.041847e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -10418572.000000 Penalty: 5511.714844
	Iteration 15Q: 3 clusters Score -1.041857e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -10418660.000000 Penalty: 5511.714844
	Iteration 16Q: 3 clusters Score -1.041866e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -10418740.000000 Penalty: 5511.714844
	Iteration 17Q: 3 clusters Score -1.041874e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -10418819.000000 Penalty: 5511.714844
	Iteration 18Q: 3 clusters Score -1.041882e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -10418864.000000 Penalty: 5511.714844
	Iteration 19Q: 3 clusters Score -1.041886e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -10418922.000000 Penalty: 5511.714844
	Iteration 20F: 3 clusters Score -1.041892e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -10418966.000000 Penalty: 5511.714844
	Iteration 21Q: 3 clusters Score -1.041897e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -10418983.000000 Penalty: 5511.714844
	Iteration 22Q: 3 clusters Score -1.041898e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -10418996.000000 Penalty: 5511.714844
	Iteration 23Q: 3 clusters Score -1.0419e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -10419020.000000 Penalty: 5511.714844
	Iteration 24Q: 3 clusters Score -1.041902e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -10419037.000000 Penalty: 5511.714844
	Iteration 25Q: 3 clusters Score -1.041904e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -10419066.000000 Penalty: 5511.714844
	Iteration 26Q: 3 clusters Score -1.041907e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -10419120.000000 Penalty: 5511.714844
	Iteration 27Q: 3 clusters Score -1.041912e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -10419150.000000 Penalty: 5511.714844
	Iteration 28Q: 3 clusters Score -1.041915e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -10419165.000000 Penalty: 5511.714844
	Iteration 29Q: 3 clusters Score -1.041916e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -10419171.000000 Penalty: 5511.714844
	Iteration 30Q: 3 clusters Score -1.041917e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -10419174.000000 Penalty: 5511.714844
	Iteration 31Q: 3 clusters Score -1.041917e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -10419218.000000 Penalty: 5511.714844
	Iteration 32Q: 3 clusters Score -1.041922e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -10419238.000000 Penalty: 5511.714844
	Iteration 33Q: 3 clusters Score -1.041924e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -10419236.000000 Penalty: 5511.714844
	Iteration 34Q: 3 clusters Score -1.041924e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -10419232.000000 Penalty: 5511.714844
	Iteration 35Q: 3 clusters Score -1.041923e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -10419289.000000 Penalty: 5511.714844
	Iteration 36Q: 3 clusters Score -1.041929e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10419301.000000 Penalty: 5511.714844
	Iteration 37Q: 3 clusters Score -1.04193e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -10419323.000000 Penalty: 5511.714844
	Iteration 38Q: 3 clusters Score -1.041932e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -10419374.000000 Penalty: 5511.714844
	Iteration 39Q: 3 clusters Score -1.041937e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -10419382.000000 Penalty: 5511.714844
	Iteration 40F: 3 clusters Score -1.041938e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -10419345.000000 Penalty: 5511.714844
	Iteration 41Q: 3 clusters Score -1.041934e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -10419396.000000 Penalty: 5511.714844
	Iteration 42Q: 3 clusters Score -1.04194e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -10419416.000000 Penalty: 5511.714844
	Iteration 43Q: 3 clusters Score -1.041942e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -10419414.000000 Penalty: 5511.714844
	Iteration 44Q: 3 clusters Score -1.041941e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -10419453.000000 Penalty: 5511.714844
	Iteration 45Q: 3 clusters Score -1.041945e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -10419519.000000 Penalty: 5511.714844
	Iteration 46Q: 3 clusters Score -1.041952e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -10419525.000000 Penalty: 5511.714844
	Iteration 47Q: 3 clusters Score -1.041952e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -10419526.000000 Penalty: 5511.714844
	Iteration 48Q: 3 clusters Score -1.041953e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -10419563.000000 Penalty: 5511.714844
	Iteration 49Q: 3 clusters Score -1.041956e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -10419611.000000 Penalty: 5511.714844
	Iteration 50Q: 3 clusters Score -1.041961e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -10419643.000000 Penalty: 5511.714844
	Iteration 51Q: 3 clusters Score -1.041964e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -10419671.000000 Penalty: 5511.714844
	Iteration 52Q: 3 clusters Score -1.041967e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -10419675.000000 Penalty: 5511.714844
	Iteration 53Q: 3 clusters Score -1.041968e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -10419718.000000 Penalty: 5511.714844
	Iteration 54Q: 3 clusters Score -1.041972e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -10419720.000000 Penalty: 5511.714844
	Iteration 55Q: 3 clusters Score -1.041972e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -10419737.000000 Penalty: 5511.714844
	Iteration 56Q: 3 clusters Score -1.041974e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10419806.000000 Penalty: 5511.714844
	Iteration 57Q: 3 clusters Score -1.041981e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -10419825.000000 Penalty: 5511.714844
	Iteration 58Q: 3 clusters Score -1.041982e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -10419865.000000 Penalty: 5511.714844
	Iteration 59Q: 3 clusters Score -1.041986e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -10419959.000000 Penalty: 5511.714844
	Iteration 60F: 3 clusters Score -1.041996e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -10420023.000000 Penalty: 5511.714844
	Iteration 61Q: 3 clusters Score -1.042002e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -10420098.000000 Penalty: 5511.714844
	Iteration 62Q: 3 clusters Score -1.04201e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -10420139.000000 Penalty: 5511.714844
	Iteration 63Q: 3 clusters Score -1.042014e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -10420215.000000 Penalty: 5511.714844
	Iteration 64Q: 3 clusters Score -1.042022e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -10420318.000000 Penalty: 5511.714844
	Iteration 65Q: 3 clusters Score -1.042032e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -10420404.000000 Penalty: 5511.714844
	Iteration 66Q: 3 clusters Score -1.04204e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -10420488.000000 Penalty: 5511.714844
	Iteration 67Q: 3 clusters Score -1.042049e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -10420584.000000 Penalty: 5511.714844
	Iteration 68Q: 3 clusters Score -1.042058e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -10420661.000000 Penalty: 5511.714844
	Iteration 69Q: 3 clusters Score -1.042066e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -10420830.000000 Penalty: 5511.714844
	Iteration 70Q: 3 clusters Score -1.042083e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -10420946.000000 Penalty: 5511.714844
	Iteration 71Q: 3 clusters Score -1.042095e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -10421058.000000 Penalty: 5511.714844
	Iteration 72Q: 3 clusters Score -1.042106e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -10421223.000000 Penalty: 5511.714844
	Iteration 73Q: 3 clusters Score -1.042122e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -10421417.000000 Penalty: 5511.714844
	Iteration 74Q: 3 clusters Score -1.042142e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -10421583.000000 Penalty: 5511.714844
	Iteration 75Q: 3 clusters Score -1.042158e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -10421771.000000 Penalty: 5511.714844
	Iteration 76Q: 3 clusters Score -1.042177e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -10421965.000000 Penalty: 5511.714844
	Iteration 77Q: 3 clusters Score -1.042196e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10422134.000000 Penalty: 5511.714844
	Iteration 78Q: 3 clusters Score -1.042213e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -10422353.000000 Penalty: 5511.714844
	Iteration 79Q: 3 clusters Score -1.042235e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -10422595.000000 Penalty: 5511.714844
	Iteration 80F: 3 clusters Score -1.04226e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10422870.000000 Penalty: 5511.714844
	Iteration 81Q: 3 clusters Score -1.042287e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -10423158.000000 Penalty: 5511.714844
	Iteration 82Q: 3 clusters Score -1.042316e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -10423401.000000 Penalty: 5511.714844
	Iteration 83Q: 3 clusters Score -1.04234e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -10423737.000000 Penalty: 5511.714844
	Iteration 84Q: 3 clusters Score -1.042374e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -10423960.000000 Penalty: 5511.714844
	Iteration 85Q: 3 clusters Score -1.042396e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -10424242.000000 Penalty: 5511.714844
	Iteration 86Q: 3 clusters Score -1.042424e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -10424528.000000 Penalty: 5511.714844
	Iteration 87Q: 3 clusters Score -1.042453e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -10424711.000000 Penalty: 5511.714844
	Iteration 88Q: 3 clusters Score -1.042471e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -10424915.000000 Penalty: 5511.714844
	Iteration 89Q: 3 clusters Score -1.042492e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -10425153.000000 Penalty: 5511.714844
	Iteration 90Q: 3 clusters Score -1.042515e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -10425373.000000 Penalty: 5511.714844
	Iteration 91Q: 3 clusters Score -1.042537e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -10425529.000000 Penalty: 5511.714844
	Iteration 92Q: 3 clusters Score -1.042553e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -10425706.000000 Penalty: 5511.714844
	Iteration 93Q: 3 clusters Score -1.042571e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -10425815.000000 Penalty: 5511.714844
	Iteration 94Q: 3 clusters Score -1.042582e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10425951.000000 Penalty: 5511.714844
	Iteration 95Q: 3 clusters Score -1.042595e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10426096.000000 Penalty: 5511.714844
	Iteration 96Q: 3 clusters Score -1.04261e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10426214.000000 Penalty: 5511.714844
	Iteration 97Q: 3 clusters Score -1.042621e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -10426344.000000 Penalty: 5511.714844
	Iteration 98Q: 3 clusters Score -1.042634e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10426432.000000 Penalty: 5511.714844
	Iteration 99Q: 3 clusters Score -1.042643e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10426473.000000 Penalty: 5511.714844
	Iteration 100F: 3 clusters Score -1.042647e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10426565.000000 Penalty: 5511.714844
	Iteration 101Q: 3 clusters Score -1.042656e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10426614.000000 Penalty: 5511.714844
	Iteration 102Q: 3 clusters Score -1.042661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10426706.000000 Penalty: 5511.714844
	Iteration 103Q: 3 clusters Score -1.042671e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10426784.000000 Penalty: 5511.714844
	Iteration 104Q: 3 clusters Score -1.042678e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10426821.000000 Penalty: 5511.714844
	Iteration 105Q: 3 clusters Score -1.042682e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10426863.000000 Penalty: 5511.714844
	Iteration 106Q: 3 clusters Score -1.042686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10426876.000000 Penalty: 5511.714844
	Iteration 107Q: 3 clusters Score -1.042688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10426882.000000 Penalty: 5511.714844
	Iteration 108Q: 3 clusters Score -1.042688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10426904.000000 Penalty: 5511.714844
	Iteration 109Q: 3 clusters Score -1.04269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10426924.000000 Penalty: 5511.714844
	Iteration 110Q: 3 clusters Score -1.042692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10426948.000000 Penalty: 5511.714844
	Iteration 111Q: 3 clusters Score -1.042695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10426953.000000 Penalty: 5511.714844
	Iteration 112Q: 3 clusters Score -1.042695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10426957.000000 Penalty: 5511.714844
	Iteration 113Q: 3 clusters Score -1.042696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10426978.000000 Penalty: 5511.714844
	Iteration 114Q: 3 clusters Score -1.042698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10426984.000000 Penalty: 5511.714844
	Iteration 115Q: 3 clusters Score -1.042698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10427015.000000 Penalty: 5511.714844
	Iteration 116Q: 3 clusters Score -1.042702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10427039.000000 Penalty: 5511.714844
	Iteration 117Q: 3 clusters Score -1.042704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10427050.000000 Penalty: 5511.714844
	Iteration 118Q: 3 clusters Score -1.042705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10427053.000000 Penalty: 5511.714844
	Iteration 119Q: 3 clusters Score -1.042705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10427077.000000 Penalty: 5511.714844
	Iteration 120F: 3 clusters Score -1.042708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10427087.000000 Penalty: 5511.714844
	Iteration 121Q: 3 clusters Score -1.042709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10427098.000000 Penalty: 5511.714844
	Iteration 122Q: 3 clusters Score -1.04271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10427110.000000 Penalty: 5511.714844
	Iteration 123Q: 3 clusters Score -1.042711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10427119.000000 Penalty: 5511.714844
	Iteration 124Q: 3 clusters Score -1.042712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10427115.000000 Penalty: 5511.714844
	Iteration 125Q: 3 clusters Score -1.042712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10427115.000000 Penalty: 5511.714844
	Iteration 126Q: 3 clusters Score -1.042712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10427122.000000 Penalty: 5511.714844
	Iteration 127Q: 3 clusters Score -1.042712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10427130.000000 Penalty: 5511.714844
	Iteration 128Q: 3 clusters Score -1.042713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10427129.000000 Penalty: 5511.714844
	Iteration 129Q: 3 clusters Score -1.042713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10427129.000000 Penalty: 5511.714844
	Iteration 130F: 3 clusters Score -1.042713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -423591.343750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -423591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -420209.062500 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -420209.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -421157.281250 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -421157.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421518.875000 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -421518.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421803.062500 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -421803.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -422075.625000 Penalty: 4013.447021
	Iteration 4F: 3 clusters Score -422075.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -422307.250000 Penalty: 4013.447021
	Iteration 5F: 3 clusters Score -422307.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -422485.875000 Penalty: 4013.447021
	Iteration 6F: 3 clusters Score -422485.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -422605.843750 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -422605.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -422709.656250 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -422709.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -422803.312500 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -422803.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -422865.937500 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -422865.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -422920.437500 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -422920.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -422961.156250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -422961.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -422991.968750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -422992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -423007.125000 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -423007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -423013.625000 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -423013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -423018.187500 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -423018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -423021.750000 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -423021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -423028.625000 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -423028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -423030.531250 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -423030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -423032.312500 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -423032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -423033.375000 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -423033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -423035.406250 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -423035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -423036.343750 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -423036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -423037.562500 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -423037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -423038.031250 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -423038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -423038.031250 Penalty: 4013.447021
	Iteration 26F: 3 clusters Score -423038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Entering Unmasked Estep 
Score: -3687001.000000 Penalty: 2515.887207
	Iteration 0F: 2 clusters Score -3687001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3669310.500000 Penalty: 5031.774414
	Iteration 0F: 3 clusters Score -3669310 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3675575.750000 Penalty: 5031.774414
	Iteration 1F: 3 clusters Score -3675576 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3676026.000000 Penalty: 5031.774414
	Iteration 2F: 3 clusters Score -3676026 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3676423.250000 Penalty: 5031.774414
	Iteration 3Q: 3 clusters Score -3676423 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3676725.750000 Penalty: 5031.774414
	Iteration 4Q: 3 clusters Score -3676726 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3677006.000000 Penalty: 5031.774414
	Iteration 5Q: 3 clusters Score -3677006 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3677300.750000 Penalty: 5031.774414
	Iteration 6Q: 3 clusters Score -3677301 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3677614.500000 Penalty: 5031.774414
	Iteration 7Q: 3 clusters Score -3677614 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3677962.500000 Penalty: 5031.774414
	Iteration 8Q: 3 clusters Score -3677962 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3678366.000000 Penalty: 5031.774414
	Iteration 9Q: 3 clusters Score -3678366 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3678873.000000 Penalty: 5031.774414
	Iteration 10Q: 3 clusters Score -3678873 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3679439.750000 Penalty: 5031.774414
	Iteration 11Q: 3 clusters Score -3679440 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3680090.000000 Penalty: 5031.774414
	Iteration 12Q: 3 clusters Score -3680090 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3680770.250000 Penalty: 5031.774414
	Iteration 13Q: 3 clusters Score -3680770 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3681380.750000 Penalty: 5031.774414
	Iteration 14Q: 3 clusters Score -3681381 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3681837.750000 Penalty: 5031.774414
	Iteration 15Q: 3 clusters Score -3681838 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3682222.250000 Penalty: 5031.774414
	Iteration 16Q: 3 clusters Score -3682222 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3682545.750000 Penalty: 5031.774414
	Iteration 17Q: 3 clusters Score -3682546 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3682829.500000 Penalty: 5031.774414
	Iteration 18Q: 3 clusters Score -3682830 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3683077.000000 Penalty: 5031.774414
	Iteration 19Q: 3 clusters Score -3683077 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3683324.500000 Penalty: 5031.774414
	Iteration 20F: 3 clusters Score -3683324 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3683543.000000 Penalty: 5031.774414
	Iteration 21Q: 3 clusters Score -3683543 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3683762.000000 Penalty: 5031.774414
	Iteration 22Q: 3 clusters Score -3683762 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3683950.750000 Penalty: 5031.774414
	Iteration 23Q: 3 clusters Score -3683951 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3684127.250000 Penalty: 5031.774414
	Iteration 24Q: 3 clusters Score -3684127 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3684294.250000 Penalty: 5031.774414
	Iteration 25Q: 3 clusters Score -3684294 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3684444.250000 Penalty: 5031.774414
	Iteration 26Q: 3 clusters Score -3684444 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3684544.000000 Penalty: 5031.774414
	Iteration 27Q: 3 clusters Score -3684544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3684632.000000 Penalty: 5031.774414
	Iteration 28Q: 3 clusters Score -3684632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3684687.750000 Penalty: 5031.774414
	Iteration 29Q: 3 clusters Score -3684688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3684727.000000 Penalty: 5031.774414
	Iteration 30Q: 3 clusters Score -3684727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3684779.250000 Penalty: 5031.774414
	Iteration 31Q: 3 clusters Score -3684779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3684820.000000 Penalty: 5031.774414
	Iteration 32Q: 3 clusters Score -3684820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3684852.000000 Penalty: 5031.774414
	Iteration 33Q: 3 clusters Score -3684852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3684881.750000 Penalty: 5031.774414
	Iteration 34Q: 3 clusters Score -3684882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3684892.750000 Penalty: 5031.774414
	Iteration 35Q: 3 clusters Score -3684893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3684909.000000 Penalty: 5031.774414
	Iteration 36Q: 3 clusters Score -3684909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3684917.750000 Penalty: 5031.774414
	Iteration 37Q: 3 clusters Score -3684918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3684918.750000 Penalty: 5031.774414
	Iteration 38Q: 3 clusters Score -3684919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3684934.250000 Penalty: 5031.774414
	Iteration 39Q: 3 clusters Score -3684934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3684949.250000 Penalty: 5031.774414
	Iteration 40F: 3 clusters Score -3684949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3684958.000000 Penalty: 5031.774414
	Iteration 41Q: 3 clusters Score -3684958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3684960.750000 Penalty: 5031.774414
	Iteration 42Q: 3 clusters Score -3684961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3684961.000000 Penalty: 5031.774414
	Iteration 43Q: 3 clusters Score -3684961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3684960.250000 Penalty: 5031.774414
	Iteration 44Q: 3 clusters Score -3684960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3684957.500000 Penalty: 5031.774414
	Iteration 45Q: 3 clusters Score -3684958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3684955.250000 Penalty: 5031.774414
	Iteration 46Q: 3 clusters Score -3684955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3684954.000000 Penalty: 5031.774414
	Iteration 47Q: 3 clusters Score -3684954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3684959.500000 Penalty: 5031.774414
	Iteration 48Q: 3 clusters Score -3684960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3684958.750000 Penalty: 5031.774414
	Iteration 49Q: 3 clusters Score -3684959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3684961.750000 Penalty: 5031.774414
	Iteration 50Q: 3 clusters Score -3684962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3684967.500000 Penalty: 5031.774414
	Iteration 51Q: 3 clusters Score -3684968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3684976.750000 Penalty: 5031.774414
	Iteration 52Q: 3 clusters Score -3684977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3684969.500000 Penalty: 5031.774414
	Iteration 53Q: 3 clusters Score -3684970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3684975.250000 Penalty: 5031.774414
	Iteration 54Q: 3 clusters Score -3684975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3684974.500000 Penalty: 5031.774414
	Iteration 55Q: 3 clusters Score -3684974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3684978.000000 Penalty: 5031.774414
	Iteration 56Q: 3 clusters Score -3684978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3684984.000000 Penalty: 5031.774414
	Iteration 57Q: 3 clusters Score -3684984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3684991.000000 Penalty: 5031.774414
	Iteration 58Q: 3 clusters Score -3684991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3684999.500000 Penalty: 5031.774414
	Iteration 59Q: 3 clusters Score -3685000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3685002.750000 Penalty: 5031.774414
	Iteration 60F: 3 clusters Score -3685003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3685000.500000 Penalty: 5031.774414
	Iteration 61Q: 3 clusters Score -3685000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3685005.500000 Penalty: 5031.774414
	Iteration 62Q: 3 clusters Score -3685006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3685003.250000 Penalty: 5031.774414
	Iteration 63Q: 3 clusters Score -3685003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3685003.250000 Penalty: 5031.774414
	Iteration 64F: 3 clusters Score -3685003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -132387.421875 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -132387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130454.773438 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -130454.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -130803.703125 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -130803.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -130993.570312 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -130993.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131252.812500 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -131252.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -131439.031250 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -131439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131611.218750 Penalty: 3403.408936
	Iteration 5F: 3 clusters Score -131611.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131710.281250 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -131710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131791.828125 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -131791.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131881.062500 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -131881.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131933.343750 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -131933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131957.500000 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -131957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131970.046875 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -131970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131980.265625 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -131980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131997.171875 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -131997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132017.312500 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -132017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132041.718750 Penalty: 3403.408936
	Iteration 15Q: 3 clusters Score -132041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132058.031250 Penalty: 3403.408936
	Iteration 16Q: 3 clusters Score -132058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132063.171875 Penalty: 3403.408936
	Iteration 17Q: 3 clusters Score -132063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -132072.171875 Penalty: 3403.408936
	Iteration 18Q: 3 clusters Score -132072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132076.109375 Penalty: 3403.408936
	Iteration 19Q: 3 clusters Score -132076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132080.515625 Penalty: 3403.408936
	Iteration 20F: 3 clusters Score -132080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132082.875000 Penalty: 3403.408936
	Iteration 21Q: 3 clusters Score -132082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132084.890625 Penalty: 3403.408936
	Iteration 22Q: 3 clusters Score -132084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132084.890625 Penalty: 3403.408936
	Iteration 23F: 3 clusters Score -132084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -86743.250000 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -86743.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85099.484375 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -85099.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85283.898438 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -85283.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85326.195312 Penalty: 3190.738281
	Iteration 2Q: 3 clusters Score -85326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85345.828125 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -85345.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85355.429688 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -85355.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85367.117188 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -85367.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85377.078125 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -85377.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85380.257812 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -85380.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85383.867188 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -85383.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85390.273438 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -85390.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85396.265625 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -85396.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85404.093750 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -85404.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85410.398438 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -85410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85413.335938 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -85413.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85421.054688 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -85421.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85422.882812 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -85422.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85424.320312 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -85424.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85424.320312 Penalty: 3190.738281
	Iteration 17F: 3 clusters Score -85424.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102271 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116626 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792800.000000 Penalty: 88517.062500
Iteration 279Q: 27 clusters Score -1.377928e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 108221 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61036 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116631 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51711 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792752.000000 Penalty: 88517.062500
Iteration 280F: 27 clusters Score -1.377928e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102268 members 
Mstep: Class 3 contains 108221 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116630 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104953 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 281Q: 27 clusters Score -1.377928e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102268 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97816 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116631 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104952 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 282Q: 27 clusters Score -1.377928e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102268 members 
Mstep: Class 3 contains 108222 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97815 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116630 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104952 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792752.000000 Penalty: 88517.062500
Iteration 283Q: 27 clusters Score -1.377928e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102268 members 
Mstep: Class 3 contains 108223 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97814 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 104950 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792832.000000 Penalty: 88517.062500
Iteration 284Q: 27 clusters Score -1.377928e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32679 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 97817 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116629 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51713 members 
Mstep: Class 20 contains 104947 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 285Q: 27 clusters Score -1.377928e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102272 members 
Mstep: Class 3 contains 108225 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32679 members 
Mstep: Class 12 contains 64458 members 
Mstep: Class 13 contains 97814 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116629 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104947 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 286Q: 27 clusters Score -1.377928e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102269 members 
Mstep: Class 3 contains 108227 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64458 members 
Mstep: Class 13 contains 97813 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104948 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 287Q: 27 clusters Score -1.377928e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102266 members 
Mstep: Class 3 contains 108228 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97811 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104950 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792848.000000 Penalty: 88517.062500
Iteration 288Q: 27 clusters Score -1.377928e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 108228 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 97811 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792816.000000 Penalty: 88517.062500
Iteration 289Q: 27 clusters Score -1.377928e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102264 members 
Mstep: Class 3 contains 108228 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64461 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 290Q: 27 clusters Score -1.377928e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102263 members 
Mstep: Class 3 contains 108228 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64461 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104952 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 291Q: 27 clusters Score -1.377928e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102263 members 
Mstep: Class 3 contains 108229 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64461 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 292Q: 27 clusters Score -1.377928e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102263 members 
Mstep: Class 3 contains 108229 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64461 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137792784.000000 Penalty: 88517.062500
Iteration 293F: 27 clusters Score -1.377928e+08 nChanged 0
Entering ConstructFrom: 
Score: -137792784.000000 Penalty: 88517.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -25273.267578 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25273.27 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: -24141.498047 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24141.5 nChanged 23
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: -24295.318359 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -24295.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24538.437500 Penalty: 2642.626465
	Iteration 2F: 3 clusters Score -24538.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24667.746094 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -24667.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24745.675781 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -24745.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24758.523438 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -24758.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24774.066406 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -24774.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24774.066406 Penalty: 2642.626465
	Iteration 7F: 3 clusters Score -24774.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Entering Unmasked Estep 
Score: -15729183.000000 Penalty: 2860.755127
	Iteration 0F: 2 clusters Score -1.572918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -15665026.000000 Penalty: 5721.510254
	Iteration 0F: 3 clusters Score -1.566503e+07 nChanged 48213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -15692772.000000 Penalty: 5721.510254
	Iteration 1F: 3 clusters Score -1.569277e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -15693915.000000 Penalty: 5721.510254
	Iteration 2Q: 3 clusters Score -1.569392e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -15695611.000000 Penalty: 5721.510254
	Iteration 3Q: 3 clusters Score -1.569561e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -15698183.000000 Penalty: 5721.510254
	Iteration 4F: 3 clusters Score -1.569818e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -15702067.000000 Penalty: 5721.510254
	Iteration 5F: 3 clusters Score -1.570207e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -15707645.000000 Penalty: 5721.510254
	Iteration 6F: 3 clusters Score -1.570764e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -15714151.000000 Penalty: 5721.510254
	Iteration 7F: 3 clusters Score -1.571415e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -15719818.000000 Penalty: 5721.510254
	Iteration 8F: 3 clusters Score -1.571982e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -15723235.000000 Penalty: 5721.510254
	Iteration 9Q: 3 clusters Score -1.572324e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -15724944.000000 Penalty: 5721.510254
	Iteration 10Q: 3 clusters Score -1.572494e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -15725764.000000 Penalty: 5721.510254
	Iteration 11Q: 3 clusters Score -1.572576e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -15726248.000000 Penalty: 5721.510254
	Iteration 12Q: 3 clusters Score -1.572625e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -15726493.000000 Penalty: 5721.510254
	Iteration 13Q: 3 clusters Score -1.572649e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -15726695.000000 Penalty: 5721.510254
	Iteration 14Q: 3 clusters Score -1.57267e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -15726812.000000 Penalty: 5721.510254
	Iteration 15Q: 3 clusters Score -1.572681e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -15726881.000000 Penalty: 5721.510254
	Iteration 16Q: 3 clusters Score -1.572688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -15726951.000000 Penalty: 5721.510254
	Iteration 17Q: 3 clusters Score -1.572695e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -15726979.000000 Penalty: 5721.510254
	Iteration 18Q: 3 clusters Score -1.572698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -15727036.000000 Penalty: 5721.510254
	Iteration 19Q: 3 clusters Score -1.572704e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -15727010.000000 Penalty: 5721.510254
	Iteration 20F: 3 clusters Score -1.572701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -15727030.000000 Penalty: 5721.510254
	Iteration 21Q: 3 clusters Score -1.572703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -15727039.000000 Penalty: 5721.510254
	Iteration 22Q: 3 clusters Score -1.572704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -15727040.000000 Penalty: 5721.510254
	Iteration 23Q: 3 clusters Score -1.572704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -15727047.000000 Penalty: 5721.510254
	Iteration 24Q: 3 clusters Score -1.572705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -15727062.000000 Penalty: 5721.510254
	Iteration 25Q: 3 clusters Score -1.572706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -15727071.000000 Penalty: 5721.510254
	Iteration 26Q: 3 clusters Score -1.572707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -15727075.000000 Penalty: 5721.510254
	Iteration 27Q: 3 clusters Score -1.572708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -15727063.000000 Penalty: 5721.510254
	Iteration 28Q: 3 clusters Score -1.572706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -15727068.000000 Penalty: 5721.510254
	Iteration 29Q: 3 clusters Score -1.572707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -15727066.000000 Penalty: 5721.510254
	Iteration 30Q: 3 clusters Score -1.572707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -15727081.000000 Penalty: 5721.510254
	Iteration 31Q: 3 clusters Score -1.572708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -15727085.000000 Penalty: 5721.510254
	Iteration 32Q: 3 clusters Score -1.572708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -15727087.000000 Penalty: 5721.510254
	Iteration 33Q: 3 clusters Score -1.572709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -15727091.000000 Penalty: 5721.510254
	Iteration 34Q: 3 clusters Score -1.572709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -15727089.000000 Penalty: 5721.510254
	Iteration 35Q: 3 clusters Score -1.572709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -15727085.000000 Penalty: 5721.510254
	Iteration 36Q: 3 clusters Score -1.572708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -15727102.000000 Penalty: 5721.510254
	Iteration 37Q: 3 clusters Score -1.57271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -15727102.000000 Penalty: 5721.510254
	Iteration 38F: 3 clusters Score -1.57271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Entering Unmasked Estep 
Score: -16628071.000000 Penalty: 2874.817139
	Iteration 0F: 2 clusters Score -1.662807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -16559606.000000 Penalty: 5749.634277
	Iteration 0F: 3 clusters Score -1.655961e+07 nChanged 51301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -16588571.000000 Penalty: 5749.634277
	Iteration 1F: 3 clusters Score -1.658857e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -16589391.000000 Penalty: 5749.634277
	Iteration 2Q: 3 clusters Score -1.658939e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -16590320.000000 Penalty: 5749.634277
	Iteration 3Q: 3 clusters Score -1.659032e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -16591445.000000 Penalty: 5749.634277
	Iteration 4Q: 3 clusters Score -1.659144e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -16592779.000000 Penalty: 5749.634277
	Iteration 5Q: 3 clusters Score -1.659278e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -16594718.000000 Penalty: 5749.634277
	Iteration 6Q: 3 clusters Score -1.659472e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -16597244.000000 Penalty: 5749.634277
	Iteration 7Q: 3 clusters Score -1.659724e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -16600351.000000 Penalty: 5749.634277
	Iteration 8Q: 3 clusters Score -1.660035e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -16603632.000000 Penalty: 5749.634277
	Iteration 9F: 3 clusters Score -1.660363e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -16607528.000000 Penalty: 5749.634277
	Iteration 10F: 3 clusters Score -1.660753e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -16611112.000000 Penalty: 5749.634277
	Iteration 11F: 3 clusters Score -1.661111e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -16614063.000000 Penalty: 5749.634277
	Iteration 12Q: 3 clusters Score -1.661406e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -16616156.000000 Penalty: 5749.634277
	Iteration 13Q: 3 clusters Score -1.661616e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -16617372.000000 Penalty: 5749.634277
	Iteration 14Q: 3 clusters Score -1.661737e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -16618241.000000 Penalty: 5749.634277
	Iteration 15Q: 3 clusters Score -1.661824e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -16618997.000000 Penalty: 5749.634277
	Iteration 16Q: 3 clusters Score -1.6619e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -16619686.000000 Penalty: 5749.634277
	Iteration 17Q: 3 clusters Score -1.661969e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -16620427.000000 Penalty: 5749.634277
	Iteration 18Q: 3 clusters Score -1.662043e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -16621256.000000 Penalty: 5749.634277
	Iteration 19Q: 3 clusters Score -1.662126e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -16621954.000000 Penalty: 5749.634277
	Iteration 20F: 3 clusters Score -1.662195e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -16622697.000000 Penalty: 5749.634277
	Iteration 21Q: 3 clusters Score -1.66227e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -16623393.000000 Penalty: 5749.634277
	Iteration 22Q: 3 clusters Score -1.662339e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -16623925.000000 Penalty: 5749.634277
	Iteration 23Q: 3 clusters Score -1.662392e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -16624420.000000 Penalty: 5749.634277
	Iteration 24Q: 3 clusters Score -1.662442e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -16624939.000000 Penalty: 5749.634277
	Iteration 25Q: 3 clusters Score -1.662494e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -16625163.000000 Penalty: 5749.634277
	Iteration 26Q: 3 clusters Score -1.662516e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -16625276.000000 Penalty: 5749.634277
	Iteration 27Q: 3 clusters Score -1.662528e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -16625395.000000 Penalty: 5749.634277
	Iteration 28Q: 3 clusters Score -1.66254e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -16625507.000000 Penalty: 5749.634277
	Iteration 29Q: 3 clusters Score -1.662551e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -16625563.000000 Penalty: 5749.634277
	Iteration 30Q: 3 clusters Score -1.662556e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -16625590.000000 Penalty: 5749.634277
	Iteration 31Q: 3 clusters Score -1.662559e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -16625621.000000 Penalty: 5749.634277
	Iteration 32Q: 3 clusters Score -1.662562e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16625724.000000 Penalty: 5749.634277
	Iteration 33Q: 3 clusters Score -1.662572e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -16625780.000000 Penalty: 5749.634277
	Iteration 34Q: 3 clusters Score -1.662578e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16625797.000000 Penalty: 5749.634277
	Iteration 35Q: 3 clusters Score -1.66258e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16625791.000000 Penalty: 5749.634277
	Iteration 36Q: 3 clusters Score -1.662579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16625859.000000 Penalty: 5749.634277
	Iteration 37Q: 3 clusters Score -1.662586e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -16625885.000000 Penalty: 5749.634277
	Iteration 38Q: 3 clusters Score -1.662588e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16625920.000000 Penalty: 5749.634277
	Iteration 39Q: 3 clusters Score -1.662592e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -16625926.000000 Penalty: 5749.634277
	Iteration 40F: 3 clusters Score -1.662593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16625930.000000 Penalty: 5749.634277
	Iteration 41Q: 3 clusters Score -1.662593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16625939.000000 Penalty: 5749.634277
	Iteration 42Q: 3 clusters Score -1.662594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -16625959.000000 Penalty: 5749.634277
	Iteration 43Q: 3 clusters Score -1.662596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16625972.000000 Penalty: 5749.634277
	Iteration 44Q: 3 clusters Score -1.662597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16625977.000000 Penalty: 5749.634277
	Iteration 45Q: 3 clusters Score -1.662598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16625983.000000 Penalty: 5749.634277
	Iteration 46Q: 3 clusters Score -1.662598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16625992.000000 Penalty: 5749.634277
	Iteration 47Q: 3 clusters Score -1.662599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16625990.000000 Penalty: 5749.634277
	Iteration 48Q: 3 clusters Score -1.662599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -16625978.000000 Penalty: 5749.634277
	Iteration 49Q: 3 clusters Score -1.662598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16626002.000000 Penalty: 5749.634277
	Iteration 50Q: 3 clusters Score -1.6626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16626003.000000 Penalty: 5749.634277
	Iteration 51Q: 3 clusters Score -1.6626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16625999.000000 Penalty: 5749.634277
	Iteration 52Q: 3 clusters Score -1.6626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16626004.000000 Penalty: 5749.634277
	Iteration 53Q: 3 clusters Score -1.6626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -16626009.000000 Penalty: 5749.634277
	Iteration 54Q: 3 clusters Score -1.662601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16626000.000000 Penalty: 5749.634277
	Iteration 55Q: 3 clusters Score -1.6626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16626016.000000 Penalty: 5749.634277
	Iteration 56Q: 3 clusters Score -1.662602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16626002.000000 Penalty: 5749.634277
	Iteration 57Q: 3 clusters Score -1.6626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16625999.000000 Penalty: 5749.634277
	Iteration 58Q: 3 clusters Score -1.6626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16626010.000000 Penalty: 5749.634277
	Iteration 59Q: 3 clusters Score -1.662601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -16625999.000000 Penalty: 5749.634277
	Iteration 60F: 3 clusters Score -1.6626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -16626005.000000 Penalty: 5749.634277
	Iteration 61Q: 3 clusters Score -1.6626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -16626010.000000 Penalty: 5749.634277
	Iteration 62Q: 3 clusters Score -1.662601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16626024.000000 Penalty: 5749.634277
	Iteration 63Q: 3 clusters Score -1.662602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16626022.000000 Penalty: 5749.634277
	Iteration 64Q: 3 clusters Score -1.662602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -16626039.000000 Penalty: 5749.634277
	Iteration 65Q: 3 clusters Score -1.662604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16626032.000000 Penalty: 5749.634277
	Iteration 66Q: 3 clusters Score -1.662603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16626040.000000 Penalty: 5749.634277
	Iteration 67Q: 3 clusters Score -1.662604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16626033.000000 Penalty: 5749.634277
	Iteration 68Q: 3 clusters Score -1.662603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16626030.000000 Penalty: 5749.634277
	Iteration 69Q: 3 clusters Score -1.662603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16626031.000000 Penalty: 5749.634277
	Iteration 70Q: 3 clusters Score -1.662603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16626039.000000 Penalty: 5749.634277
	Iteration 71Q: 3 clusters Score -1.662604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16626039.000000 Penalty: 5749.634277
	Iteration 72F: 3 clusters Score -1.662604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -55279.074219 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -55279.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53880.847656 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -53880.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54066.632812 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -54066.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54099.343750 Penalty: 3009.939209
	Iteration 2Q: 3 clusters Score -54099.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54117.855469 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -54117.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54145.750000 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -54145.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54181.351562 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -54181.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54208.929688 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -54208.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54226.968750 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -54226.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54236.984375 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -54236.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54243.093750 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -54243.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54249.148438 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -54249.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54251.804688 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -54251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54255.421875 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -54255.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54262.640625 Penalty: 3009.939209
	Iteration 13Q: 3 clusters Score -54262.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54266.757812 Penalty: 3009.939209
	Iteration 14Q: 3 clusters Score -54266.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54268.238281 Penalty: 3009.939209
	Iteration 15Q: 3 clusters Score -54268.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54269.527344 Penalty: 3009.939209
	Iteration 16Q: 3 clusters Score -54269.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54269.527344 Penalty: 3009.939209
	Iteration 17F: 3 clusters Score -54269.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -300882.531250 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -300882.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -298306.281250 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -298306.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -298778.062500 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -298778.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -298879.531250 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -298879.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -298932.125000 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -298932.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -298961.625000 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -298961.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -298978.406250 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -298978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -298994.500000 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -298994.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -299004.250000 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -299004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -299010.656250 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -299010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -299015.000000 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -299015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -299019.968750 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -299020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -299027.187500 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -299027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -299033.593750 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -299033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299037.312500 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -299037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299039.656250 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -299039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -299043.218750 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -299043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -299046.906250 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -299046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -299049.843750 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -299049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -299051.343750 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -299051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -299051.343750 Penalty: 3756.726318
	Iteration 19F: 3 clusters Score -299051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -717413.937500 Penalty: 2105.730713
	Iteration 0F: 2 clusters Score -717413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -713022.875000 Penalty: 4211.461426
	Iteration 0F: 3 clusters Score -713022.9 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -714327.312500 Penalty: 4211.461426
	Iteration 1F: 3 clusters Score -714327.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -714828.562500 Penalty: 4211.461426
	Iteration 2F: 3 clusters Score -714828.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -715217.625000 Penalty: 4211.461426
	Iteration 3F: 3 clusters Score -715217.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -715526.750000 Penalty: 4211.461426
	Iteration 4F: 3 clusters Score -715526.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -715742.000000 Penalty: 4211.461426
	Iteration 5F: 3 clusters Score -715742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -715884.875000 Penalty: 4211.461426
	Iteration 6Q: 3 clusters Score -715884.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -715983.187500 Penalty: 4211.461426
	Iteration 7Q: 3 clusters Score -715983.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -716051.625000 Penalty: 4211.461426
	Iteration 8Q: 3 clusters Score -716051.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -716107.062500 Penalty: 4211.461426
	Iteration 9Q: 3 clusters Score -716107.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -716145.625000 Penalty: 4211.461426
	Iteration 10Q: 3 clusters Score -716145.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -716173.125000 Penalty: 4211.461426
	Iteration 11Q: 3 clusters Score -716173.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -716200.812500 Penalty: 4211.461426
	Iteration 12Q: 3 clusters Score -716200.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -716216.437500 Penalty: 4211.461426
	Iteration 13Q: 3 clusters Score -716216.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -716222.750000 Penalty: 4211.461426
	Iteration 14Q: 3 clusters Score -716222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -716234.125000 Penalty: 4211.461426
	Iteration 15Q: 3 clusters Score -716234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -716239.500000 Penalty: 4211.461426
	Iteration 16Q: 3 clusters Score -716239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -716242.437500 Penalty: 4211.461426
	Iteration 17Q: 3 clusters Score -716242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -716244.875000 Penalty: 4211.461426
	Iteration 18Q: 3 clusters Score -716244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -716244.812500 Penalty: 4211.461426
	Iteration 19Q: 3 clusters Score -716244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -716247.750000 Penalty: 4211.461426
	Iteration 20F: 3 clusters Score -716247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -716250.250000 Penalty: 4211.461426
	Iteration 21Q: 3 clusters Score -716250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -716253.062500 Penalty: 4211.461426
	Iteration 22Q: 3 clusters Score -716253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -716253.500000 Penalty: 4211.461426
	Iteration 23Q: 3 clusters Score -716253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -716255.937500 Penalty: 4211.461426
	Iteration 24Q: 3 clusters Score -716255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -716258.562500 Penalty: 4211.461426
	Iteration 25Q: 3 clusters Score -716258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -716258.937500 Penalty: 4211.461426
	Iteration 26Q: 3 clusters Score -716258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -716259.375000 Penalty: 4211.461426
	Iteration 27Q: 3 clusters Score -716259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -716259.375000 Penalty: 4211.461426
	Iteration 28Q: 3 clusters Score -716259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -716259.375000 Penalty: 4211.461426
	Iteration 29F: 3 clusters Score -716259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Entering Unmasked Estep 
Score: -2343677.500000 Penalty: 2410.019287
	Iteration 0F: 2 clusters Score -2343678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2331776.250000 Penalty: 4820.038574
	Iteration 0F: 3 clusters Score -2331776 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2335875.250000 Penalty: 4820.038574
	Iteration 1F: 3 clusters Score -2335875 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2336772.500000 Penalty: 4820.038574
	Iteration 2F: 3 clusters Score -2336772 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2337865.000000 Penalty: 4820.038574
	Iteration 3F: 3 clusters Score -2337865 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2338822.750000 Penalty: 4820.038574
	Iteration 4F: 3 clusters Score -2338823 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2339660.250000 Penalty: 4820.038574
	Iteration 5F: 3 clusters Score -2339660 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2340331.500000 Penalty: 4820.038574
	Iteration 6F: 3 clusters Score -2340332 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2340886.000000 Penalty: 4820.038574
	Iteration 7Q: 3 clusters Score -2340886 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2341290.500000 Penalty: 4820.038574
	Iteration 8Q: 3 clusters Score -2341290 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2341552.500000 Penalty: 4820.038574
	Iteration 9Q: 3 clusters Score -2341552 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2341702.750000 Penalty: 4820.038574
	Iteration 10Q: 3 clusters Score -2341703 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2341792.250000 Penalty: 4820.038574
	Iteration 11Q: 3 clusters Score -2341792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2341856.500000 Penalty: 4820.038574
	Iteration 12Q: 3 clusters Score -2341856 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2341910.750000 Penalty: 4820.038574
	Iteration 13Q: 3 clusters Score -2341911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2341960.750000 Penalty: 4820.038574
	Iteration 14Q: 3 clusters Score -2341961 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2341984.000000 Penalty: 4820.038574
	Iteration 15Q: 3 clusters Score -2341984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2342010.750000 Penalty: 4820.038574
	Iteration 16Q: 3 clusters Score -2342011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2342025.750000 Penalty: 4820.038574
	Iteration 17Q: 3 clusters Score -2342026 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2342045 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2342072 nChanged 77
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Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2342092 nChanged 93
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Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7401 members 
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	Iteration 21Q: 3 clusters Score -2342108 nChanged 91
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Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7368 members 
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	Iteration 22Q: 3 clusters Score -2342124 nChanged 72
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Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2342138 nChanged 61
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Mstep: Class 1 contains 9300 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2342150 nChanged 49
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Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2342154 nChanged 49
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Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2342161.500000 Penalty: 4820.038574
	Iteration 26Q: 3 clusters Score -2342162 nChanged 49
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Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2342177 nChanged 39
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Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7201 members 
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	Iteration 28Q: 3 clusters Score -2342178 nChanged 40
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2342181 nChanged 41
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Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2342188 nChanged 50
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Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2342198 nChanged 38
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2342208 nChanged 37
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2342216 nChanged 36
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Mstep: Class 1 contains 9600 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2342216 nChanged 35
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Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2342215 nChanged 42
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Mstep: Class 1 contains 9651 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2342224 nChanged 35
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Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2342223 nChanged 32
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Mstep: Class 1 contains 9710 members 
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	Iteration 38Q: 3 clusters Score -2342228 nChanged 33
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Mstep: Class 1 contains 9739 members 
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	Iteration 39Q: 3 clusters Score -2342240 nChanged 29
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Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2342241 nChanged 26
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Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6825 members 
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	Iteration 41Q: 3 clusters Score -2342241 nChanged 20
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Mstep: Class 1 contains 9806 members 
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	Iteration 42Q: 3 clusters Score -2342245 nChanged 17
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Mstep: Class 1 contains 9821 members 
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	Iteration 43Q: 3 clusters Score -2342248 nChanged 17
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Mstep: Class 1 contains 9836 members 
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	Iteration 44Q: 3 clusters Score -2342251 nChanged 18
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Mstep: Class 1 contains 9852 members 
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	Iteration 45Q: 3 clusters Score -2342254 nChanged 10
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Mstep: Class 1 contains 9858 members 
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	Iteration 46Q: 3 clusters Score -2342256 nChanged 13
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Mstep: Class 1 contains 9869 members 
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	Iteration 47Q: 3 clusters Score -2342255 nChanged 14
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Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6728 members 
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	Iteration 48Q: 3 clusters Score -2342256 nChanged 9
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Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 6719 members 
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	Iteration 49Q: 3 clusters Score -2342258 nChanged 13
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Mstep: Class 1 contains 9905 members 
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	Iteration 50Q: 3 clusters Score -2342257 nChanged 13
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Mstep: Class 1 contains 9914 members 
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	Iteration 51Q: 3 clusters Score -2342257 nChanged 13
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Mstep: Class 1 contains 9923 members 
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	Iteration 52Q: 3 clusters Score -2342260 nChanged 15
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	Iteration 53Q: 3 clusters Score -2342260 nChanged 12
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Mstep: Class 1 contains 9946 members 
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	Iteration 54Q: 3 clusters Score -2342254 nChanged 14
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Mstep: Class 1 contains 9956 members 
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	Iteration 55Q: 3 clusters Score -2342256 nChanged 16
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Mstep: Class 1 contains 9972 members 
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	Iteration 56Q: 3 clusters Score -2342260 nChanged 19
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Mstep: Class 1 contains 9991 members 
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	Iteration 57Q: 3 clusters Score -2342266 nChanged 16
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Mstep: Class 1 contains 10007 members 
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	Iteration 58Q: 3 clusters Score -2342267 nChanged 20
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Mstep: Class 1 contains 10027 members 
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	Iteration 59Q: 3 clusters Score -2342268 nChanged 17
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Mstep: Class 1 contains 10044 members 
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	Iteration 60F: 3 clusters Score -2342264 nChanged 14
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Mstep: Class 1 contains 10056 members 
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	Iteration 61Q: 3 clusters Score -2342263 nChanged 10
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Mstep: Class 1 contains 10066 members 
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	Iteration 62Q: 3 clusters Score -2342266 nChanged 14
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Mstep: Class 1 contains 10080 members 
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	Iteration 63Q: 3 clusters Score -2342270 nChanged 15
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	Iteration 64Q: 3 clusters Score -2342273 nChanged 12
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Mstep: Class 1 contains 10107 members 
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	Iteration 65Q: 3 clusters Score -2342273 nChanged 10
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	Iteration 66Q: 3 clusters Score -2342277 nChanged 15
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Mstep: Class 1 contains 10128 members 
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	Iteration 67Q: 3 clusters Score -2342280 nChanged 18
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	Iteration 68Q: 3 clusters Score -2342278 nChanged 16
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	Iteration 69Q: 3 clusters Score -2342284 nChanged 21
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Mstep: Class 1 contains 10177 members 
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	Iteration 70Q: 3 clusters Score -2342286 nChanged 15
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Mstep: Class 1 contains 10192 members 
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	Iteration 71Q: 3 clusters Score -2342289 nChanged 13
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Mstep: Class 1 contains 10199 members 
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	Iteration 72Q: 3 clusters Score -2342288 nChanged 21
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Mstep: Class 1 contains 10218 members 
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	Iteration 73Q: 3 clusters Score -2342290 nChanged 14
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	Iteration 74Q: 3 clusters Score -2342293 nChanged 11
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	Iteration 75Q: 3 clusters Score -2342290 nChanged 15
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	Iteration 76Q: 3 clusters Score -2342294 nChanged 13
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	Iteration 77Q: 3 clusters Score -2342296 nChanged 10
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	Iteration 78Q: 3 clusters Score -2342299 nChanged 9
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	Iteration 79Q: 3 clusters Score -2342298 nChanged 8
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Mstep: Class 1 contains 10286 members 
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	Iteration 80F: 3 clusters Score -2342304 nChanged 7
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Mstep: Class 1 contains 10293 members 
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	Iteration 81Q: 3 clusters Score -2342306 nChanged 9
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	Iteration 82Q: 3 clusters Score -2342304 nChanged 9
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Mstep: Class 1 contains 10311 members 
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	Iteration 83Q: 3 clusters Score -2342309 nChanged 9
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	Iteration 84Q: 3 clusters Score -2342311 nChanged 7
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	Iteration 85Q: 3 clusters Score -2342315 nChanged 10
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	Iteration 86Q: 3 clusters Score -2342315 nChanged 6
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	Iteration 87Q: 3 clusters Score -2342315 nChanged 10
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	Iteration 88Q: 3 clusters Score -2342314 nChanged 11
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	Iteration 89Q: 3 clusters Score -2342314 nChanged 8
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	Iteration 90Q: 3 clusters Score -2342312 nChanged 10
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	Iteration 91Q: 3 clusters Score -2342310 nChanged 7
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	Iteration 92Q: 3 clusters Score -2342313 nChanged 6
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	Iteration 93Q: 3 clusters Score -2342315 nChanged 6
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	Iteration 94Q: 3 clusters Score -2342310 nChanged 2
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	Iteration 95Q: 3 clusters Score -2342311 nChanged 3
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	Iteration 96Q: 3 clusters Score -2342313 nChanged 5
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	Iteration 97Q: 3 clusters Score -2342311 nChanged 5
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	Iteration 98Q: 3 clusters Score -2342316 nChanged 4
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	Iteration 99Q: 3 clusters Score -2342314 nChanged 5
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	Iteration 100F: 3 clusters Score -2342320 nChanged 7
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	Iteration 101Q: 3 clusters Score -2342318 nChanged 8
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	Iteration 102Q: 3 clusters Score -2342320 nChanged 7
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	Iteration 103Q: 3 clusters Score -2342318 nChanged 7
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	Iteration 104Q: 3 clusters Score -2342319 nChanged 8
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	Iteration 105Q: 3 clusters Score -2342314 nChanged 5
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	Iteration 106Q: 3 clusters Score -2342316 nChanged 9
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	Iteration 107Q: 3 clusters Score -2342322 nChanged 3
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	Iteration 108Q: 3 clusters Score -2342322 nChanged 3
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	Iteration 109Q: 3 clusters Score -2342322 nChanged 3
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	Iteration 110Q: 3 clusters Score -2342322 nChanged 6
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Entering Unmasked Estep 
Score: -2342318.750000 Penalty: 4820.038574
	Iteration 111Q: 3 clusters Score -2342319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2342319.750000 Penalty: 4820.038574
	Iteration 112Q: 3 clusters Score -2342320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2342320.250000 Penalty: 4820.038574
	Iteration 113Q: 3 clusters Score -2342320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2342321.000000 Penalty: 4820.038574
	Iteration 114Q: 3 clusters Score -2342321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2342326.250000 Penalty: 4820.038574
	Iteration 115Q: 3 clusters Score -2342326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2342325.750000 Penalty: 4820.038574
	Iteration 116Q: 3 clusters Score -2342326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2342321.500000 Penalty: 4820.038574
	Iteration 117Q: 3 clusters Score -2342322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2342321.500000 Penalty: 4820.038574
	Iteration 118Q: 3 clusters Score -2342322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2342317.750000 Penalty: 4820.038574
	Iteration 119Q: 3 clusters Score -2342318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2342317.750000 Penalty: 4820.038574
	Iteration 120F: 3 clusters Score -2342318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Entering Unmasked Estep 
Score: -2154211.500000 Penalty: 2366.917480
	Iteration 0F: 2 clusters Score -2154212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2143928.000000 Penalty: 4733.834961
	Iteration 0F: 3 clusters Score -2143928 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2147148.750000 Penalty: 4733.834961
	Iteration 1F: 3 clusters Score -2147149 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2147694.500000 Penalty: 4733.834961
	Iteration 2F: 3 clusters Score -2147694 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2148296.000000 Penalty: 4733.834961
	Iteration 3F: 3 clusters Score -2148296 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2148999.250000 Penalty: 4733.834961
	Iteration 4F: 3 clusters Score -2148999 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2149745.000000 Penalty: 4733.834961
	Iteration 5F: 3 clusters Score -2149745 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2150452.250000 Penalty: 4733.834961
	Iteration 6F: 3 clusters Score -2150452 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2151051.250000 Penalty: 4733.834961
	Iteration 7F: 3 clusters Score -2151051 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2151539.500000 Penalty: 4733.834961
	Iteration 8Q: 3 clusters Score -2151540 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2151888.000000 Penalty: 4733.834961
	Iteration 9Q: 3 clusters Score -2151888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2152079.500000 Penalty: 4733.834961
	Iteration 10Q: 3 clusters Score -2152080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2152194.500000 Penalty: 4733.834961
	Iteration 11Q: 3 clusters Score -2152194 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2152242.750000 Penalty: 4733.834961
	Iteration 12Q: 3 clusters Score -2152243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2152282.250000 Penalty: 4733.834961
	Iteration 13Q: 3 clusters Score -2152282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2152310.250000 Penalty: 4733.834961
	Iteration 14Q: 3 clusters Score -2152310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2152338.750000 Penalty: 4733.834961
	Iteration 15Q: 3 clusters Score -2152339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2152346.000000 Penalty: 4733.834961
	Iteration 16Q: 3 clusters Score -2152346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2152360.000000 Penalty: 4733.834961
	Iteration 17Q: 3 clusters Score -2152360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2152371.250000 Penalty: 4733.834961
	Iteration 18Q: 3 clusters Score -2152371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2152377.250000 Penalty: 4733.834961
	Iteration 19Q: 3 clusters Score -2152377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2152387.500000 Penalty: 4733.834961
	Iteration 20F: 3 clusters Score -2152388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2152391.500000 Penalty: 4733.834961
	Iteration 21Q: 3 clusters Score -2152392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2152390.750000 Penalty: 4733.834961
	Iteration 22Q: 3 clusters Score -2152391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2152399.500000 Penalty: 4733.834961
	Iteration 23Q: 3 clusters Score -2152400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2152402.750000 Penalty: 4733.834961
	Iteration 24Q: 3 clusters Score -2152403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2152402.250000 Penalty: 4733.834961
	Iteration 25Q: 3 clusters Score -2152402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2152406.250000 Penalty: 4733.834961
	Iteration 26Q: 3 clusters Score -2152406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2152408.750000 Penalty: 4733.834961
	Iteration 27Q: 3 clusters Score -2152409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2152412.250000 Penalty: 4733.834961
	Iteration 28Q: 3 clusters Score -2152412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2152414.250000 Penalty: 4733.834961
	Iteration 29Q: 3 clusters Score -2152414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2152413.500000 Penalty: 4733.834961
	Iteration 30Q: 3 clusters Score -2152414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2152414.000000 Penalty: 4733.834961
	Iteration 31Q: 3 clusters Score -2152414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2152419.750000 Penalty: 4733.834961
	Iteration 32Q: 3 clusters Score -2152420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2152421.500000 Penalty: 4733.834961
	Iteration 33Q: 3 clusters Score -2152422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2152421.500000 Penalty: 4733.834961
	Iteration 34Q: 3 clusters Score -2152422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2152421.500000 Penalty: 4733.834961
	Iteration 35Q: 3 clusters Score -2152422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2152420.000000 Penalty: 4733.834961
	Iteration 36Q: 3 clusters Score -2152420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2152420.000000 Penalty: 4733.834961
	Iteration 37F: 3 clusters Score -2152420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Entering Unmasked Estep 
Score: -9158394.000000 Penalty: 2732.758057
	Iteration 0F: 2 clusters Score -9158394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -9117577.000000 Penalty: 5465.516113
	Iteration 0F: 3 clusters Score -9117577 nChanged 28318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -9133611.000000 Penalty: 5465.516113
	Iteration 1F: 3 clusters Score -9133611 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -9134637.000000 Penalty: 5465.516113
	Iteration 2Q: 3 clusters Score -9134637 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -9135949.000000 Penalty: 5465.516113
	Iteration 3Q: 3 clusters Score -9135949 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9137698.000000 Penalty: 5465.516113
	Iteration 4F: 3 clusters Score -9137698 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -9139911.000000 Penalty: 5465.516113
	Iteration 5F: 3 clusters Score -9139911 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -9142141.000000 Penalty: 5465.516113
	Iteration 6F: 3 clusters Score -9142141 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -9144221.000000 Penalty: 5465.516113
	Iteration 7F: 3 clusters Score -9144221 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -9146181.000000 Penalty: 5465.516113
	Iteration 8F: 3 clusters Score -9146181 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -9148193.000000 Penalty: 5465.516113
	Iteration 9Q: 3 clusters Score -9148193 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -9150304.000000 Penalty: 5465.516113
	Iteration 10Q: 3 clusters Score -9150304 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -9152189.000000 Penalty: 5465.516113
	Iteration 11Q: 3 clusters Score -9152189 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -9153738.000000 Penalty: 5465.516113
	Iteration 12Q: 3 clusters Score -9153738 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -9154633.000000 Penalty: 5465.516113
	Iteration 13Q: 3 clusters Score -9154633 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -9155180.000000 Penalty: 5465.516113
	Iteration 14Q: 3 clusters Score -9155180 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -9155514.000000 Penalty: 5465.516113
	Iteration 15Q: 3 clusters Score -9155514 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -9155784.000000 Penalty: 5465.516113
	Iteration 16Q: 3 clusters Score -9155784 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -9155927.000000 Penalty: 5465.516113
	Iteration 17Q: 3 clusters Score -9155927 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -9156041.000000 Penalty: 5465.516113
	Iteration 18Q: 3 clusters Score -9156041 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -9156121.000000 Penalty: 5465.516113
	Iteration 19Q: 3 clusters Score -9156121 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -9156189.000000 Penalty: 5465.516113
	Iteration 20F: 3 clusters Score -9156189 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -9156225.000000 Penalty: 5465.516113
	Iteration 21Q: 3 clusters Score -9156225 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -9156249.000000 Penalty: 5465.516113
	Iteration 22Q: 3 clusters Score -9156249 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -9156286.000000 Penalty: 5465.516113
	Iteration 23Q: 3 clusters Score -9156286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -9156318.000000 Penalty: 5465.516113
	Iteration 24Q: 3 clusters Score -9156318 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -9156328.000000 Penalty: 5465.516113
	Iteration 25Q: 3 clusters Score -9156328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -9156355.000000 Penalty: 5465.516113
	Iteration 26Q: 3 clusters Score -9156355 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -9156364.000000 Penalty: 5465.516113
	Iteration 27Q: 3 clusters Score -9156364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -9156372.000000 Penalty: 5465.516113
	Iteration 28Q: 3 clusters Score -9156372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -9156377.000000 Penalty: 5465.516113
	Iteration 29Q: 3 clusters Score -9156377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -9156385.000000 Penalty: 5465.516113
	Iteration 30Q: 3 clusters Score -9156385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9156390.000000 Penalty: 5465.516113
	Iteration 31Q: 3 clusters Score -9156390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -9156419.000000 Penalty: 5465.516113
	Iteration 32Q: 3 clusters Score -9156419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -9156424.000000 Penalty: 5465.516113
	Iteration 33Q: 3 clusters Score -9156424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -9156445.000000 Penalty: 5465.516113
	Iteration 34Q: 3 clusters Score -9156445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -9156439.000000 Penalty: 5465.516113
	Iteration 35Q: 3 clusters Score -9156439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -9156454.000000 Penalty: 5465.516113
	Iteration 36Q: 3 clusters Score -9156454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -9156452.000000 Penalty: 5465.516113
	Iteration 37Q: 3 clusters Score -9156452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -9156450.000000 Penalty: 5465.516113
	Iteration 38Q: 3 clusters Score -9156450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -9156482.000000 Penalty: 5465.516113
	Iteration 39Q: 3 clusters Score -9156482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -9156491.000000 Penalty: 5465.516113
	Iteration 40F: 3 clusters Score -9156491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -9156498.000000 Penalty: 5465.516113
	Iteration 41Q: 3 clusters Score -9156498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -9156503.000000 Penalty: 5465.516113
	Iteration 42Q: 3 clusters Score -9156503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -9156533.000000 Penalty: 5465.516113
	Iteration 43Q: 3 clusters Score -9156533 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -9156555.000000 Penalty: 5465.516113
	Iteration 44Q: 3 clusters Score -9156555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9156549.000000 Penalty: 5465.516113
	Iteration 45Q: 3 clusters Score -9156549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -9156588.000000 Penalty: 5465.516113
	Iteration 46Q: 3 clusters Score -9156588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -9156608.000000 Penalty: 5465.516113
	Iteration 47Q: 3 clusters Score -9156608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -9156621.000000 Penalty: 5465.516113
	Iteration 48Q: 3 clusters Score -9156621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -9156630.000000 Penalty: 5465.516113
	Iteration 49Q: 3 clusters Score -9156630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -9156620.000000 Penalty: 5465.516113
	Iteration 50Q: 3 clusters Score -9156620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9156657.000000 Penalty: 5465.516113
	Iteration 51Q: 3 clusters Score -9156657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9156673.000000 Penalty: 5465.516113
	Iteration 52Q: 3 clusters Score -9156673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -9156691.000000 Penalty: 5465.516113
	Iteration 53Q: 3 clusters Score -9156691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -9156672.000000 Penalty: 5465.516113
	Iteration 54Q: 3 clusters Score -9156672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -9156702.000000 Penalty: 5465.516113
	Iteration 55Q: 3 clusters Score -9156702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9156701.000000 Penalty: 5465.516113
	Iteration 56Q: 3 clusters Score -9156701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -9156726.000000 Penalty: 5465.516113
	Iteration 57Q: 3 clusters Score -9156726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -9156764.000000 Penalty: 5465.516113
	Iteration 58Q: 3 clusters Score -9156764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -9156771.000000 Penalty: 5465.516113
	Iteration 59Q: 3 clusters Score -9156771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9156784.000000 Penalty: 5465.516113
	Iteration 60F: 3 clusters Score -9156784 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -9156819.000000 Penalty: 5465.516113
	Iteration 61Q: 3 clusters Score -9156819 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9156844.000000 Penalty: 5465.516113
	Iteration 62Q: 3 clusters Score -9156844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -9156860.000000 Penalty: 5465.516113
	Iteration 63Q: 3 clusters Score -9156860 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -9156887.000000 Penalty: 5465.516113
	Iteration 64Q: 3 clusters Score -9156887 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -9156934.000000 Penalty: 5465.516113
	Iteration 65Q: 3 clusters Score -9156934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -9156937.000000 Penalty: 5465.516113
	Iteration 66Q: 3 clusters Score -9156937 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9156964.000000 Penalty: 5465.516113
	Iteration 67Q: 3 clusters Score -9156964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -9157019.000000 Penalty: 5465.516113
	Iteration 68Q: 3 clusters Score -9157019 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -9157085.000000 Penalty: 5465.516113
	Iteration 69Q: 3 clusters Score -9157085 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -9157136.000000 Penalty: 5465.516113
	Iteration 70Q: 3 clusters Score -9157136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -9157212.000000 Penalty: 5465.516113
	Iteration 71Q: 3 clusters Score -9157212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9157302.000000 Penalty: 5465.516113
	Iteration 72Q: 3 clusters Score -9157302 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9157378.000000 Penalty: 5465.516113
	Iteration 73Q: 3 clusters Score -9157378 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -9157421.000000 Penalty: 5465.516113
	Iteration 74Q: 3 clusters Score -9157421 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9157441.000000 Penalty: 5465.516113
	Iteration 75Q: 3 clusters Score -9157441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9157445.000000 Penalty: 5465.516113
	Iteration 76Q: 3 clusters Score -9157445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9157425.000000 Penalty: 5465.516113
	Iteration 77Q: 3 clusters Score -9157425 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9157446.000000 Penalty: 5465.516113
	Iteration 78Q: 3 clusters Score -9157446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9157468.000000 Penalty: 5465.516113
	Iteration 79Q: 3 clusters Score -9157468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9157489.000000 Penalty: 5465.516113
	Iteration 80F: 3 clusters Score -9157489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9157516.000000 Penalty: 5465.516113
	Iteration 81Q: 3 clusters Score -9157516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9157506.000000 Penalty: 5465.516113
	Iteration 82Q: 3 clusters Score -9157506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -9157519.000000 Penalty: 5465.516113
	Iteration 83Q: 3 clusters Score -9157519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9157535.000000 Penalty: 5465.516113
	Iteration 84Q: 3 clusters Score -9157535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9157545.000000 Penalty: 5465.516113
	Iteration 85Q: 3 clusters Score -9157545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9157556.000000 Penalty: 5465.516113
	Iteration 86Q: 3 clusters Score -9157556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9157571.000000 Penalty: 5465.516113
	Iteration 87Q: 3 clusters Score -9157571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9157578.000000 Penalty: 5465.516113
	Iteration 88Q: 3 clusters Score -9157578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9157576.000000 Penalty: 5465.516113
	Iteration 89Q: 3 clusters Score -9157576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9157584.000000 Penalty: 5465.516113
	Iteration 90Q: 3 clusters Score -9157584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9157581.000000 Penalty: 5465.516113
	Iteration 91Q: 3 clusters Score -9157581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9157573.000000 Penalty: 5465.516113
	Iteration 92Q: 3 clusters Score -9157573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9157585.000000 Penalty: 5465.516113
	Iteration 93Q: 3 clusters Score -9157585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9157579.000000 Penalty: 5465.516113
	Iteration 94Q: 3 clusters Score -9157579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9157575.000000 Penalty: 5465.516113
	Iteration 95Q: 3 clusters Score -9157575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9157584.000000 Penalty: 5465.516113
	Iteration 96Q: 3 clusters Score -9157584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9157584.000000 Penalty: 5465.516113
	Iteration 97F: 3 clusters Score -9157584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25421.226562 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25421.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24375.271484 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24375.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24492.171875 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24492.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24524.886719 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24524.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24595.974609 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24595.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24619.105469 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24619.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24635.599609 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24658.697266 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24668.783203 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24668.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24668.783203 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -24668.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Entering Unmasked Estep 
Score: -5044659.500000 Penalty: 2577.817627
	Iteration 0F: 2 clusters Score -5044660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -5022362.500000 Penalty: 5155.635254
	Iteration 0F: 3 clusters Score -5022362 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5030376.000000 Penalty: 5155.635254
	Iteration 1F: 3 clusters Score -5030376 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5030837.500000 Penalty: 5155.635254
	Iteration 2Q: 3 clusters Score -5030838 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -5031281.000000 Penalty: 5155.635254
	Iteration 3Q: 3 clusters Score -5031281 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -5031742.500000 Penalty: 5155.635254
	Iteration 4Q: 3 clusters Score -5031742 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5032154.000000 Penalty: 5155.635254
	Iteration 5Q: 3 clusters Score -5032154 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5032704.500000 Penalty: 5155.635254
	Iteration 6Q: 3 clusters Score -5032704 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5033336.500000 Penalty: 5155.635254
	Iteration 7Q: 3 clusters Score -5033336 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5034150.000000 Penalty: 5155.635254
	Iteration 8Q: 3 clusters Score -5034150 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5035220.500000 Penalty: 5155.635254
	Iteration 9F: 3 clusters Score -5035220 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5036542.500000 Penalty: 5155.635254
	Iteration 10F: 3 clusters Score -5036542 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5038073.000000 Penalty: 5155.635254
	Iteration 11F: 3 clusters Score -5038073 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5039569.500000 Penalty: 5155.635254
	Iteration 12F: 3 clusters Score -5039570 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -5040711.000000 Penalty: 5155.635254
	Iteration 13Q: 3 clusters Score -5040711 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5041445.000000 Penalty: 5155.635254
	Iteration 14Q: 3 clusters Score -5041445 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5041908.500000 Penalty: 5155.635254
	Iteration 15Q: 3 clusters Score -5041908 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5042120.500000 Penalty: 5155.635254
	Iteration 16Q: 3 clusters Score -5042120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -5042224.000000 Penalty: 5155.635254
	Iteration 17Q: 3 clusters Score -5042224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5042287.500000 Penalty: 5155.635254
	Iteration 18Q: 3 clusters Score -5042288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5042351.500000 Penalty: 5155.635254
	Iteration 19Q: 3 clusters Score -5042352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5042396.500000 Penalty: 5155.635254
	Iteration 20F: 3 clusters Score -5042396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5042421.500000 Penalty: 5155.635254
	Iteration 21Q: 3 clusters Score -5042422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -5042447.500000 Penalty: 5155.635254
	Iteration 22Q: 3 clusters Score -5042448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5042460.000000 Penalty: 5155.635254
	Iteration 23Q: 3 clusters Score -5042460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -5042473.000000 Penalty: 5155.635254
	Iteration 24Q: 3 clusters Score -5042473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5042482.000000 Penalty: 5155.635254
	Iteration 25Q: 3 clusters Score -5042482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5042487.000000 Penalty: 5155.635254
	Iteration 26Q: 3 clusters Score -5042487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -5042495.500000 Penalty: 5155.635254
	Iteration 27Q: 3 clusters Score -5042496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5042499.000000 Penalty: 5155.635254
	Iteration 28Q: 3 clusters Score -5042499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5042503.000000 Penalty: 5155.635254
	Iteration 29Q: 3 clusters Score -5042503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5042505.500000 Penalty: 5155.635254
	Iteration 30Q: 3 clusters Score -5042506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5042502.500000 Penalty: 5155.635254
	Iteration 31Q: 3 clusters Score -5042502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5042506.500000 Penalty: 5155.635254
	Iteration 32Q: 3 clusters Score -5042506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5042506.500000 Penalty: 5155.635254
	Iteration 33F: 3 clusters Score -5042506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Entering Unmasked Estep 
Score: -10051297.000000 Penalty: 2746.306152
	Iteration 0F: 2 clusters Score -1.00513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -10008079.000000 Penalty: 5492.612305
	Iteration 0F: 3 clusters Score -1.000808e+07 nChanged 30045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -10024921.000000 Penalty: 5492.612305
	Iteration 1F: 3 clusters Score -1.002492e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -10025625.000000 Penalty: 5492.612305
	Iteration 2Q: 3 clusters Score -1.002562e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -10026301.000000 Penalty: 5492.612305
	Iteration 3Q: 3 clusters Score -1.00263e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -10027087.000000 Penalty: 5492.612305
	Iteration 4Q: 3 clusters Score -1.002709e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -10027999.000000 Penalty: 5492.612305
	Iteration 5Q: 3 clusters Score -1.0028e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -10029082.000000 Penalty: 5492.612305
	Iteration 6Q: 3 clusters Score -1.002908e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -10030363.000000 Penalty: 5492.612305
	Iteration 7Q: 3 clusters Score -1.003036e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -10031919.000000 Penalty: 5492.612305
	Iteration 8Q: 3 clusters Score -1.003192e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -10033962.000000 Penalty: 5492.612305
	Iteration 9F: 3 clusters Score -1.003396e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -10036466.000000 Penalty: 5492.612305
	Iteration 10F: 3 clusters Score -1.003647e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -10039138.000000 Penalty: 5492.612305
	Iteration 11F: 3 clusters Score -1.003914e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -10041156.000000 Penalty: 5492.612305
	Iteration 12Q: 3 clusters Score -1.004116e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -10042204.000000 Penalty: 5492.612305
	Iteration 13Q: 3 clusters Score -1.00422e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -10042784.000000 Penalty: 5492.612305
	Iteration 14Q: 3 clusters Score -1.004278e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -10043186.000000 Penalty: 5492.612305
	Iteration 15Q: 3 clusters Score -1.004319e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -10043607.000000 Penalty: 5492.612305
	Iteration 16Q: 3 clusters Score -1.004361e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -10043997.000000 Penalty: 5492.612305
	Iteration 17Q: 3 clusters Score -1.0044e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -10044402.000000 Penalty: 5492.612305
	Iteration 18Q: 3 clusters Score -1.00444e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -10044789.000000 Penalty: 5492.612305
	Iteration 19Q: 3 clusters Score -1.004479e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -10045097.000000 Penalty: 5492.612305
	Iteration 20F: 3 clusters Score -1.00451e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -10045488.000000 Penalty: 5492.612305
	Iteration 21Q: 3 clusters Score -1.004549e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -10045825.000000 Penalty: 5492.612305
	Iteration 22Q: 3 clusters Score -1.004582e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -10046138.000000 Penalty: 5492.612305
	Iteration 23Q: 3 clusters Score -1.004614e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -10046470.000000 Penalty: 5492.612305
	Iteration 24Q: 3 clusters Score -1.004647e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -10046698.000000 Penalty: 5492.612305
	Iteration 25Q: 3 clusters Score -1.00467e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -10046936.000000 Penalty: 5492.612305
	Iteration 26Q: 3 clusters Score -1.004694e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -10047116.000000 Penalty: 5492.612305
	Iteration 27Q: 3 clusters Score -1.004712e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -10047298.000000 Penalty: 5492.612305
	Iteration 28Q: 3 clusters Score -1.00473e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -10047425.000000 Penalty: 5492.612305
	Iteration 29Q: 3 clusters Score -1.004742e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -10047605.000000 Penalty: 5492.612305
	Iteration 30Q: 3 clusters Score -1.00476e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10047735.000000 Penalty: 5492.612305
	Iteration 31Q: 3 clusters Score -1.004774e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -10047885.000000 Penalty: 5492.612305
	Iteration 32Q: 3 clusters Score -1.004788e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -10047986.000000 Penalty: 5492.612305
	Iteration 33Q: 3 clusters Score -1.004799e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -10048112.000000 Penalty: 5492.612305
	Iteration 34Q: 3 clusters Score -1.004811e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -10048225.000000 Penalty: 5492.612305
	Iteration 35Q: 3 clusters Score -1.004822e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -10048337.000000 Penalty: 5492.612305
	Iteration 36Q: 3 clusters Score -1.004834e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -10048380.000000 Penalty: 5492.612305
	Iteration 37Q: 3 clusters Score -1.004838e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10048469.000000 Penalty: 5492.612305
	Iteration 38Q: 3 clusters Score -1.004847e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10048517.000000 Penalty: 5492.612305
	Iteration 39Q: 3 clusters Score -1.004852e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10048582.000000 Penalty: 5492.612305
	Iteration 40F: 3 clusters Score -1.004858e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10048681.000000 Penalty: 5492.612305
	Iteration 41Q: 3 clusters Score -1.004868e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10048734.000000 Penalty: 5492.612305
	Iteration 42Q: 3 clusters Score -1.004873e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -10048789.000000 Penalty: 5492.612305
	Iteration 43Q: 3 clusters Score -1.004879e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10048822.000000 Penalty: 5492.612305
	Iteration 44Q: 3 clusters Score -1.004882e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10048863.000000 Penalty: 5492.612305
	Iteration 45Q: 3 clusters Score -1.004886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10048875.000000 Penalty: 5492.612305
	Iteration 46Q: 3 clusters Score -1.004888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10048902.000000 Penalty: 5492.612305
	Iteration 47Q: 3 clusters Score -1.00489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10048911.000000 Penalty: 5492.612305
	Iteration 48Q: 3 clusters Score -1.004891e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10048933.000000 Penalty: 5492.612305
	Iteration 49Q: 3 clusters Score -1.004893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10048961.000000 Penalty: 5492.612305
	Iteration 50Q: 3 clusters Score -1.004896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10048966.000000 Penalty: 5492.612305
	Iteration 51Q: 3 clusters Score -1.004897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10048970.000000 Penalty: 5492.612305
	Iteration 52Q: 3 clusters Score -1.004897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10049003.000000 Penalty: 5492.612305
	Iteration 53Q: 3 clusters Score -1.0049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10049002.000000 Penalty: 5492.612305
	Iteration 54Q: 3 clusters Score -1.0049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10049014.000000 Penalty: 5492.612305
	Iteration 55Q: 3 clusters Score -1.004901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10049017.000000 Penalty: 5492.612305
	Iteration 56Q: 3 clusters Score -1.004902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10049022.000000 Penalty: 5492.612305
	Iteration 57Q: 3 clusters Score -1.004902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10049042.000000 Penalty: 5492.612305
	Iteration 58Q: 3 clusters Score -1.004904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10049033.000000 Penalty: 5492.612305
	Iteration 59Q: 3 clusters Score -1.004903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10049035.000000 Penalty: 5492.612305
	Iteration 60F: 3 clusters Score -1.004904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10049035.000000 Penalty: 5492.612305
	Iteration 61Q: 3 clusters Score -1.004904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10049033.000000 Penalty: 5492.612305
	Iteration 62Q: 3 clusters Score -1.004903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10049053.000000 Penalty: 5492.612305
	Iteration 63Q: 3 clusters Score -1.004905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10049061.000000 Penalty: 5492.612305
	Iteration 64Q: 3 clusters Score -1.004906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10049050.000000 Penalty: 5492.612305
	Iteration 65Q: 3 clusters Score -1.004905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10049060.000000 Penalty: 5492.612305
	Iteration 66Q: 3 clusters Score -1.004906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10049056.000000 Penalty: 5492.612305
	Iteration 67Q: 3 clusters Score -1.004906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10049065.000000 Penalty: 5492.612305
	Iteration 68Q: 3 clusters Score -1.004906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10049064.000000 Penalty: 5492.612305
	Iteration 69Q: 3 clusters Score -1.004906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10049066.000000 Penalty: 5492.612305
	Iteration 70Q: 3 clusters Score -1.004907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10049066.000000 Penalty: 5492.612305
	Iteration 71Q: 3 clusters Score -1.004907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10049062.000000 Penalty: 5492.612305
	Iteration 72Q: 3 clusters Score -1.004906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10049062.000000 Penalty: 5492.612305
	Iteration 73Q: 3 clusters Score -1.004906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10049062.000000 Penalty: 5492.612305
	Iteration 74F: 3 clusters Score -1.004906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Entering Unmasked Estep 
Score: -15128313.000000 Penalty: 2849.713867
	Iteration 0F: 2 clusters Score -1.512831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -15064393.000000 Penalty: 5699.427734
	Iteration 0F: 3 clusters Score -1.506439e+07 nChanged 46267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -15090914.000000 Penalty: 5699.427734
	Iteration 1F: 3 clusters Score -1.509091e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -15091556.000000 Penalty: 5699.427734
	Iteration 2Q: 3 clusters Score -1.509156e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -15092264.000000 Penalty: 5699.427734
	Iteration 3Q: 3 clusters Score -1.509226e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -15093058.000000 Penalty: 5699.427734
	Iteration 4Q: 3 clusters Score -1.509306e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -15094302.000000 Penalty: 5699.427734
	Iteration 5Q: 3 clusters Score -1.50943e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -15095954.000000 Penalty: 5699.427734
	Iteration 6Q: 3 clusters Score -1.509595e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -15098424.000000 Penalty: 5699.427734
	Iteration 7F: 3 clusters Score -1.509842e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -15102479.000000 Penalty: 5699.427734
	Iteration 8F: 3 clusters Score -1.510248e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -15108028.000000 Penalty: 5699.427734
	Iteration 9F: 3 clusters Score -1.510803e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -15113467.000000 Penalty: 5699.427734
	Iteration 10F: 3 clusters Score -1.511347e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -15117761.000000 Penalty: 5699.427734
	Iteration 11Q: 3 clusters Score -1.511776e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -15120698.000000 Penalty: 5699.427734
	Iteration 12Q: 3 clusters Score -1.51207e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -15122584.000000 Penalty: 5699.427734
	Iteration 13Q: 3 clusters Score -1.512258e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -15123789.000000 Penalty: 5699.427734
	Iteration 14Q: 3 clusters Score -1.512379e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -15124553.000000 Penalty: 5699.427734
	Iteration 15Q: 3 clusters Score -1.512455e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -15124965.000000 Penalty: 5699.427734
	Iteration 16Q: 3 clusters Score -1.512496e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15125246.000000 Penalty: 5699.427734
	Iteration 17Q: 3 clusters Score -1.512525e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15125468.000000 Penalty: 5699.427734
	Iteration 18Q: 3 clusters Score -1.512547e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15125585.000000 Penalty: 5699.427734
	Iteration 19Q: 3 clusters Score -1.512558e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15125692.000000 Penalty: 5699.427734
	Iteration 20F: 3 clusters Score -1.512569e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15125775.000000 Penalty: 5699.427734
	Iteration 21Q: 3 clusters Score -1.512578e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15125809.000000 Penalty: 5699.427734
	Iteration 22Q: 3 clusters Score -1.512581e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15125823.000000 Penalty: 5699.427734
	Iteration 23Q: 3 clusters Score -1.512582e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15125854.000000 Penalty: 5699.427734
	Iteration 24Q: 3 clusters Score -1.512585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15125854.000000 Penalty: 5699.427734
	Iteration 25Q: 3 clusters Score -1.512585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15125880.000000 Penalty: 5699.427734
	Iteration 26Q: 3 clusters Score -1.512588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15125895.000000 Penalty: 5699.427734
	Iteration 27Q: 3 clusters Score -1.51259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15125911.000000 Penalty: 5699.427734
	Iteration 28Q: 3 clusters Score -1.512591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15125930.000000 Penalty: 5699.427734
	Iteration 29Q: 3 clusters Score -1.512593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15125916.000000 Penalty: 5699.427734
	Iteration 30Q: 3 clusters Score -1.512592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15125924.000000 Penalty: 5699.427734
	Iteration 31Q: 3 clusters Score -1.512592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15125930.000000 Penalty: 5699.427734
	Iteration 32Q: 3 clusters Score -1.512593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15125925.000000 Penalty: 5699.427734
	Iteration 33Q: 3 clusters Score -1.512592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15125927.000000 Penalty: 5699.427734
	Iteration 34Q: 3 clusters Score -1.512593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15125924.000000 Penalty: 5699.427734
	Iteration 35Q: 3 clusters Score -1.512592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15125918.000000 Penalty: 5699.427734
	Iteration 36Q: 3 clusters Score -1.512592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15125926.000000 Penalty: 5699.427734
	Iteration 37Q: 3 clusters Score -1.512593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15125935.000000 Penalty: 5699.427734
	Iteration 38Q: 3 clusters Score -1.512594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15125943.000000 Penalty: 5699.427734
	Iteration 39Q: 3 clusters Score -1.512594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15125940.000000 Penalty: 5699.427734
	Iteration 40F: 3 clusters Score -1.512594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -348763.125000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -348763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -345897.656250 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -345897.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346599.437500 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -346599.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -346786.406250 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -346786.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -346905.062500 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -346905.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -346970.875000 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -346970.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347023.656250 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -347023.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -347062.156250 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -347062.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -347087.093750 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -347087.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -347103.937500 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -347103.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -347127.187500 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -347127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347144.750000 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -347144.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -347165.500000 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -347165.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -347184.031250 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -347184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -347207.843750 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -347207.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -347242.031250 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -347242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -347286.531250 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -347286.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -347323.156250 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -347323.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -347344.875000 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -347344.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -347360.406250 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -347360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347370.843750 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -347370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -347381.343750 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -347381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -347389.500000 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -347389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -347396.281250 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -347396.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -347404.031250 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -347404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -347418.937500 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -347418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -347437.406250 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -347437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -347447.906250 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -347447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -347454.500000 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -347454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -347461.906250 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -347461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -347470.062500 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -347470.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -347477.062500 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -347477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -347479.468750 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -347479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -347481.062500 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -347481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -347482.343750 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -347482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -347484.218750 Penalty: 3876.342773
	Iteration 34Q: 3 clusters Score -347484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -347486.000000 Penalty: 3876.342773
	Iteration 35Q: 3 clusters Score -347486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -347488.343750 Penalty: 3876.342773
	Iteration 36Q: 3 clusters Score -347488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -347489.625000 Penalty: 3876.342773
	Iteration 37Q: 3 clusters Score -347489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -347492.781250 Penalty: 3876.342773
	Iteration 38Q: 3 clusters Score -347492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -347492.812500 Penalty: 3876.342773
	Iteration 39Q: 3 clusters Score -347492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -347494.906250 Penalty: 3876.342773
	Iteration 40F: 3 clusters Score -347494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -347495.093750 Penalty: 3876.342773
	Iteration 41Q: 3 clusters Score -347495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -347495.093750 Penalty: 3876.342773
	Iteration 42F: 3 clusters Score -347495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (116632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116632 members 
Entering Unmasked Estep 
Score: -17947684.000000 Penalty: 2893.361084
	Iteration 0F: 2 clusters Score -1.794768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -17872390.000000 Penalty: 5786.722168
	Iteration 0F: 3 clusters Score -1.787239e+07 nChanged 55438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -17904556.000000 Penalty: 5786.722168
	Iteration 1F: 3 clusters Score -1.790456e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -17905470.000000 Penalty: 5786.722168
	Iteration 2Q: 3 clusters Score -1.790547e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -17906746.000000 Penalty: 5786.722168
	Iteration 3Q: 3 clusters Score -1.790675e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -17908394.000000 Penalty: 5786.722168
	Iteration 4Q: 3 clusters Score -1.790839e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -17910778.000000 Penalty: 5786.722168
	Iteration 5Q: 3 clusters Score -1.791078e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -17914340.000000 Penalty: 5786.722168
	Iteration 6Q: 3 clusters Score -1.791434e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -17918744.000000 Penalty: 5786.722168
	Iteration 7F: 3 clusters Score -1.791874e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -17923458.000000 Penalty: 5786.722168
	Iteration 8F: 3 clusters Score -1.792346e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -17927886.000000 Penalty: 5786.722168
	Iteration 9F: 3 clusters Score -1.792789e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -17931490.000000 Penalty: 5786.722168
	Iteration 10F: 3 clusters Score -1.793149e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -17934144.000000 Penalty: 5786.722168
	Iteration 11Q: 3 clusters Score -1.793414e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -17935836.000000 Penalty: 5786.722168
	Iteration 12Q: 3 clusters Score -1.793584e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -17936958.000000 Penalty: 5786.722168
	Iteration 13Q: 3 clusters Score -1.793696e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -17937746.000000 Penalty: 5786.722168
	Iteration 14Q: 3 clusters Score -1.793775e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -17938524.000000 Penalty: 5786.722168
	Iteration 15Q: 3 clusters Score -1.793852e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -17939246.000000 Penalty: 5786.722168
	Iteration 16Q: 3 clusters Score -1.793925e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -17939872.000000 Penalty: 5786.722168
	Iteration 17Q: 3 clusters Score -1.793987e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -17940560.000000 Penalty: 5786.722168
	Iteration 18Q: 3 clusters Score -1.794056e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -17941292.000000 Penalty: 5786.722168
	Iteration 19Q: 3 clusters Score -1.794129e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -17941908.000000 Penalty: 5786.722168
	Iteration 20F: 3 clusters Score -1.794191e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -17942508.000000 Penalty: 5786.722168
	Iteration 21Q: 3 clusters Score -1.794251e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -17943186.000000 Penalty: 5786.722168
	Iteration 22Q: 3 clusters Score -1.794319e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -17943826.000000 Penalty: 5786.722168
	Iteration 23Q: 3 clusters Score -1.794383e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -17944400.000000 Penalty: 5786.722168
	Iteration 24Q: 3 clusters Score -1.79444e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -17944782.000000 Penalty: 5786.722168
	Iteration 25Q: 3 clusters Score -1.794478e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -17945184.000000 Penalty: 5786.722168
	Iteration 26Q: 3 clusters Score -1.794518e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -17945448.000000 Penalty: 5786.722168
	Iteration 27Q: 3 clusters Score -1.794545e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -17945690.000000 Penalty: 5786.722168
	Iteration 28Q: 3 clusters Score -1.794569e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -17945818.000000 Penalty: 5786.722168
	Iteration 29Q: 3 clusters Score -1.794582e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 106708 members 
Entering Unmasked Estep 
Score: -17945916.000000 Penalty: 5786.722168
	Iteration 30Q: 3 clusters Score -1.794592e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -17945984.000000 Penalty: 5786.722168
	Iteration 31Q: 3 clusters Score -1.794598e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -17946036.000000 Penalty: 5786.722168
	Iteration 32Q: 3 clusters Score -1.794604e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -17946080.000000 Penalty: 5786.722168
	Iteration 33Q: 3 clusters Score -1.794608e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -17946112.000000 Penalty: 5786.722168
	Iteration 34Q: 3 clusters Score -1.794611e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 108753 members 
Entering Unmasked Estep 
Score: -17946126.000000 Penalty: 5786.722168
	Iteration 35Q: 3 clusters Score -1.794613e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -17946204.000000 Penalty: 5786.722168
	Iteration 36Q: 3 clusters Score -1.79462e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -17946210.000000 Penalty: 5786.722168
	Iteration 37Q: 3 clusters Score -1.794621e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -17946240.000000 Penalty: 5786.722168
	Iteration 38Q: 3 clusters Score -1.794624e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -17946248.000000 Penalty: 5786.722168
	Iteration 39Q: 3 clusters Score -1.794625e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 110058 members 
Entering Unmasked Estep 
Score: -17946288.000000 Penalty: 5786.722168
	Iteration 40F: 3 clusters Score -1.794629e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -17946302.000000 Penalty: 5786.722168
	Iteration 41Q: 3 clusters Score -1.79463e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -17946320.000000 Penalty: 5786.722168
	Iteration 42Q: 3 clusters Score -1.794632e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -17946344.000000 Penalty: 5786.722168
	Iteration 43Q: 3 clusters Score -1.794634e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -17946352.000000 Penalty: 5786.722168
	Iteration 44Q: 3 clusters Score -1.794635e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -17946348.000000 Penalty: 5786.722168
	Iteration 45Q: 3 clusters Score -1.794635e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -17946346.000000 Penalty: 5786.722168
	Iteration 46Q: 3 clusters Score -1.794635e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -17946402.000000 Penalty: 5786.722168
	Iteration 47Q: 3 clusters Score -1.79464e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -17946408.000000 Penalty: 5786.722168
	Iteration 48Q: 3 clusters Score -1.794641e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 111490 members 
Entering Unmasked Estep 
Score: -17946380.000000 Penalty: 5786.722168
	Iteration 49Q: 3 clusters Score -1.794638e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -17946392.000000 Penalty: 5786.722168
	Iteration 50Q: 3 clusters Score -1.794639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -17946356.000000 Penalty: 5786.722168
	Iteration 51Q: 3 clusters Score -1.794636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -17946380.000000 Penalty: 5786.722168
	Iteration 52Q: 3 clusters Score -1.794638e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -17946382.000000 Penalty: 5786.722168
	Iteration 53Q: 3 clusters Score -1.794638e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -17946388.000000 Penalty: 5786.722168
	Iteration 54Q: 3 clusters Score -1.794639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 55Q: 3 clusters Score -1.794638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -17946364.000000 Penalty: 5786.722168
	Iteration 56Q: 3 clusters Score -1.794636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -17946394.000000 Penalty: 5786.722168
	Iteration 57Q: 3 clusters Score -1.794639e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -17946380.000000 Penalty: 5786.722168
	Iteration 58Q: 3 clusters Score -1.794638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -17946368.000000 Penalty: 5786.722168
	Iteration 59Q: 3 clusters Score -1.794637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -17946384.000000 Penalty: 5786.722168
	Iteration 60F: 3 clusters Score -1.794638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -17946384.000000 Penalty: 5786.722168
	Iteration 61Q: 3 clusters Score -1.794638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -17946384.000000 Penalty: 5786.722168
	Iteration 62Q: 3 clusters Score -1.794638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -17946364.000000 Penalty: 5786.722168
	Iteration 63Q: 3 clusters Score -1.794636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 64Q: 3 clusters Score -1.794637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 112384 members 
Entering Unmasked Estep 
Score: -17946384.000000 Penalty: 5786.722168
	Iteration 65Q: 3 clusters Score -1.794638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 66Q: 3 clusters Score -1.794639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 67Q: 3 clusters Score -1.794637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -17946368.000000 Penalty: 5786.722168
	Iteration 68Q: 3 clusters Score -1.794637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -17946358.000000 Penalty: 5786.722168
	Iteration 69Q: 3 clusters Score -1.794636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -17946348.000000 Penalty: 5786.722168
	Iteration 70Q: 3 clusters Score -1.794635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -17946364.000000 Penalty: 5786.722168
	Iteration 71Q: 3 clusters Score -1.794636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 112593 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 72Q: 3 clusters Score -1.794638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -17946372.000000 Penalty: 5786.722168
	Iteration 73Q: 3 clusters Score -1.794637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 74Q: 3 clusters Score -1.794638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 75Q: 3 clusters Score -1.794638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 76Q: 3 clusters Score -1.794638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -17946374.000000 Penalty: 5786.722168
	Iteration 77Q: 3 clusters Score -1.794637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 78Q: 3 clusters Score -1.794638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 79Q: 3 clusters Score -1.794639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -17946394.000000 Penalty: 5786.722168
	Iteration 80F: 3 clusters Score -1.794639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -17946390.000000 Penalty: 5786.722168
	Iteration 81Q: 3 clusters Score -1.794639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -17946362.000000 Penalty: 5786.722168
	Iteration 82Q: 3 clusters Score -1.794636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -17946364.000000 Penalty: 5786.722168
	Iteration 83Q: 3 clusters Score -1.794636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -17946382.000000 Penalty: 5786.722168
	Iteration 84Q: 3 clusters Score -1.794638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -17946370.000000 Penalty: 5786.722168
	Iteration 85Q: 3 clusters Score -1.794637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 86Q: 3 clusters Score -1.794638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -17946384.000000 Penalty: 5786.722168
	Iteration 87Q: 3 clusters Score -1.794638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -17946382.000000 Penalty: 5786.722168
	Iteration 88Q: 3 clusters Score -1.794638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -17946372.000000 Penalty: 5786.722168
	Iteration 89Q: 3 clusters Score -1.794637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 112886 members 
Entering Unmasked Estep 
Score: -17946360.000000 Penalty: 5786.722168
	Iteration 90Q: 3 clusters Score -1.794636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -17946356.000000 Penalty: 5786.722168
	Iteration 91Q: 3 clusters Score -1.794636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -17946352.000000 Penalty: 5786.722168
	Iteration 92Q: 3 clusters Score -1.794635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 112913 members 
Entering Unmasked Estep 
Score: -17946356.000000 Penalty: 5786.722168
	Iteration 93Q: 3 clusters Score -1.794636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 94Q: 3 clusters Score -1.794637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -17946374.000000 Penalty: 5786.722168
	Iteration 95Q: 3 clusters Score -1.794637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 96Q: 3 clusters Score -1.794638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 112932 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 97Q: 3 clusters Score -1.794639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 112937 members 
Entering Unmasked Estep 
Score: -17946382.000000 Penalty: 5786.722168
	Iteration 98Q: 3 clusters Score -1.794638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 99Q: 3 clusters Score -1.794639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -17946382.000000 Penalty: 5786.722168
	Iteration 100F: 3 clusters Score -1.794638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 101Q: 3 clusters Score -1.794637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -17946380.000000 Penalty: 5786.722168
	Iteration 102Q: 3 clusters Score -1.794638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 103Q: 3 clusters Score -1.794639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -17946380.000000 Penalty: 5786.722168
	Iteration 104Q: 3 clusters Score -1.794638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 105Q: 3 clusters Score -1.794638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -17946372.000000 Penalty: 5786.722168
	Iteration 106Q: 3 clusters Score -1.794637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 107Q: 3 clusters Score -1.794638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -17946386.000000 Penalty: 5786.722168
	Iteration 108Q: 3 clusters Score -1.794639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -17946368.000000 Penalty: 5786.722168
	Iteration 109Q: 3 clusters Score -1.794637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 110Q: 3 clusters Score -1.794637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -17946370.000000 Penalty: 5786.722168
	Iteration 111Q: 3 clusters Score -1.794637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 112Q: 3 clusters Score -1.794638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -17946374.000000 Penalty: 5786.722168
	Iteration 113Q: 3 clusters Score -1.794637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 114Q: 3 clusters Score -1.794638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 115Q: 3 clusters Score -1.794638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -17946378.000000 Penalty: 5786.722168
	Iteration 116Q: 3 clusters Score -1.794638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 113080 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 117Q: 3 clusters Score -1.794638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -17946374.000000 Penalty: 5786.722168
	Iteration 118Q: 3 clusters Score -1.794637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -17946372.000000 Penalty: 5786.722168
	Iteration 119Q: 3 clusters Score -1.794637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -17946376.000000 Penalty: 5786.722168
	Iteration 120F: 3 clusters Score -1.794638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -17946396.000000 Penalty: 5786.722168
	Iteration 121Q: 3 clusters Score -1.79464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -17946394.000000 Penalty: 5786.722168
	Iteration 122Q: 3 clusters Score -1.794639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -17946390.000000 Penalty: 5786.722168
	Iteration 123Q: 3 clusters Score -1.794639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -17946374.000000 Penalty: 5786.722168
	Iteration 124Q: 3 clusters Score -1.794637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 113147 members 
Entering Unmasked Estep 
Score: -17946366.000000 Penalty: 5786.722168
	Iteration 125Q: 3 clusters Score -1.794637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -17946370.000000 Penalty: 5786.722168
	Iteration 126Q: 3 clusters Score -1.794637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -17946352.000000 Penalty: 5786.722168
	Iteration 127Q: 3 clusters Score -1.794635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -17946368.000000 Penalty: 5786.722168
	Iteration 128Q: 3 clusters Score -1.794637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -17946372.000000 Penalty: 5786.722168
	Iteration 129Q: 3 clusters Score -1.794637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -17946354.000000 Penalty: 5786.722168
	Iteration 130Q: 3 clusters Score -1.794635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 113162 members 
Entering Unmasked Estep 
Score: -17946342.000000 Penalty: 5786.722168
	Iteration 131Q: 3 clusters Score -1.794634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 113163 members 
Entering Unmasked Estep 
Score: -17946330.000000 Penalty: 5786.722168
	Iteration 132Q: 3 clusters Score -1.794633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 113165 members 
Entering Unmasked Estep 
Score: -17946348.000000 Penalty: 5786.722168
	Iteration 133Q: 3 clusters Score -1.794635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 113167 members 
Entering Unmasked Estep 
Score: -17946332.000000 Penalty: 5786.722168
	Iteration 134Q: 3 clusters Score -1.794633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -17946328.000000 Penalty: 5786.722168
	Iteration 135Q: 3 clusters Score -1.794633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -17946328.000000 Penalty: 5786.722168
	Iteration 136F: 3 clusters Score -1.794633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Entering Unmasked Estep 
Score: -2847284.000000 Penalty: 2433.668701
	Iteration 0F: 2 clusters Score -2847284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2834343.000000 Penalty: 4867.337402
	Iteration 0F: 3 clusters Score -2834343 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2838591.000000 Penalty: 4867.337402
	Iteration 1F: 3 clusters Score -2838591 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2839006.000000 Penalty: 4867.337402
	Iteration 2F: 3 clusters Score -2839006 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2839378.250000 Penalty: 4867.337402
	Iteration 3Q: 3 clusters Score -2839378 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2839735.750000 Penalty: 4867.337402
	Iteration 4Q: 3 clusters Score -2839736 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2840085.250000 Penalty: 4867.337402
	Iteration 5Q: 3 clusters Score -2840085 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2840501.250000 Penalty: 4867.337402
	Iteration 6Q: 3 clusters Score -2840501 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2841018.750000 Penalty: 4867.337402
	Iteration 7Q: 3 clusters Score -2841019 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2841627.750000 Penalty: 4867.337402
	Iteration 8F: 3 clusters Score -2841628 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2842423.750000 Penalty: 4867.337402
	Iteration 9F: 3 clusters Score -2842424 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2843195.750000 Penalty: 4867.337402
	Iteration 10F: 3 clusters Score -2843196 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2843809.500000 Penalty: 4867.337402
	Iteration 11Q: 3 clusters Score -2843810 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2844152.750000 Penalty: 4867.337402
	Iteration 12Q: 3 clusters Score -2844153 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2844349.000000 Penalty: 4867.337402
	Iteration 13Q: 3 clusters Score -2844349 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2844433.250000 Penalty: 4867.337402
	Iteration 14Q: 3 clusters Score -2844433 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2844512.250000 Penalty: 4867.337402
	Iteration 15Q: 3 clusters Score -2844512 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2844588.500000 Penalty: 4867.337402
	Iteration 16Q: 3 clusters Score -2844588 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2844662.000000 Penalty: 4867.337402
	Iteration 17Q: 3 clusters Score -2844662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2844708.000000 Penalty: 4867.337402
	Iteration 18Q: 3 clusters Score -2844708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2844756.000000 Penalty: 4867.337402
	Iteration 19Q: 3 clusters Score -2844756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2844794.750000 Penalty: 4867.337402
	Iteration 20F: 3 clusters Score -2844795 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2844819.000000 Penalty: 4867.337402
	Iteration 21Q: 3 clusters Score -2844819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2844838.500000 Penalty: 4867.337402
	Iteration 22Q: 3 clusters Score -2844838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2844855.500000 Penalty: 4867.337402
	Iteration 23Q: 3 clusters Score -2844856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2844858.250000 Penalty: 4867.337402
	Iteration 24Q: 3 clusters Score -2844858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2844869.500000 Penalty: 4867.337402
	Iteration 25Q: 3 clusters Score -2844870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2844884.000000 Penalty: 4867.337402
	Iteration 26Q: 3 clusters Score -2844884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2844893.750000 Penalty: 4867.337402
	Iteration 27Q: 3 clusters Score -2844894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2844901.500000 Penalty: 4867.337402
	Iteration 28Q: 3 clusters Score -2844902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2844913.250000 Penalty: 4867.337402
	Iteration 29Q: 3 clusters Score -2844913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2844929.750000 Penalty: 4867.337402
	Iteration 30Q: 3 clusters Score -2844930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2844949.500000 Penalty: 4867.337402
	Iteration 31Q: 3 clusters Score -2844950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2844955.500000 Penalty: 4867.337402
	Iteration 32Q: 3 clusters Score -2844956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2844965.000000 Penalty: 4867.337402
	Iteration 33Q: 3 clusters Score -2844965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2844976.000000 Penalty: 4867.337402
	Iteration 34Q: 3 clusters Score -2844976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2844982.500000 Penalty: 4867.337402
	Iteration 35Q: 3 clusters Score -2844982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2844990.250000 Penalty: 4867.337402
	Iteration 36Q: 3 clusters Score -2844990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2845006.000000 Penalty: 4867.337402
	Iteration 37Q: 3 clusters Score -2845006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2845026.500000 Penalty: 4867.337402
	Iteration 38Q: 3 clusters Score -2845026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2845035.000000 Penalty: 4867.337402
	Iteration 39Q: 3 clusters Score -2845035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2845050.250000 Penalty: 4867.337402
	Iteration 40F: 3 clusters Score -2845050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2845049.500000 Penalty: 4867.337402
	Iteration 41Q: 3 clusters Score -2845050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2845056.500000 Penalty: 4867.337402
	Iteration 42Q: 3 clusters Score -2845056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2845066.000000 Penalty: 4867.337402
	Iteration 43Q: 3 clusters Score -2845066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2845070.500000 Penalty: 4867.337402
	Iteration 44Q: 3 clusters Score -2845070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2845064.750000 Penalty: 4867.337402
	Iteration 45Q: 3 clusters Score -2845065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2845081.000000 Penalty: 4867.337402
	Iteration 46Q: 3 clusters Score -2845081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2845085.250000 Penalty: 4867.337402
	Iteration 47Q: 3 clusters Score -2845085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2845086.000000 Penalty: 4867.337402
	Iteration 48Q: 3 clusters Score -2845086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2845083.500000 Penalty: 4867.337402
	Iteration 49Q: 3 clusters Score -2845084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2845090.250000 Penalty: 4867.337402
	Iteration 50Q: 3 clusters Score -2845090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2845096.500000 Penalty: 4867.337402
	Iteration 51Q: 3 clusters Score -2845096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2845100.250000 Penalty: 4867.337402
	Iteration 52Q: 3 clusters Score -2845100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2845103.000000 Penalty: 4867.337402
	Iteration 53Q: 3 clusters Score -2845103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2845111.500000 Penalty: 4867.337402
	Iteration 54Q: 3 clusters Score -2845112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2845115.250000 Penalty: 4867.337402
	Iteration 55Q: 3 clusters Score -2845115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2845120.000000 Penalty: 4867.337402
	Iteration 56Q: 3 clusters Score -2845120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2845126.500000 Penalty: 4867.337402
	Iteration 57Q: 3 clusters Score -2845126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2845133.250000 Penalty: 4867.337402
	Iteration 58Q: 3 clusters Score -2845133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2845136.750000 Penalty: 4867.337402
	Iteration 59Q: 3 clusters Score -2845137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2845141.000000 Penalty: 4867.337402
	Iteration 60F: 3 clusters Score -2845141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2845141.250000 Penalty: 4867.337402
	Iteration 61Q: 3 clusters Score -2845141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2845142.000000 Penalty: 4867.337402
	Iteration 62Q: 3 clusters Score -2845142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2845147.500000 Penalty: 4867.337402
	Iteration 63Q: 3 clusters Score -2845148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2845152.500000 Penalty: 4867.337402
	Iteration 64Q: 3 clusters Score -2845152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2845156.250000 Penalty: 4867.337402
	Iteration 65Q: 3 clusters Score -2845156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2845155.000000 Penalty: 4867.337402
	Iteration 66Q: 3 clusters Score -2845155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2845151.250000 Penalty: 4867.337402
	Iteration 67Q: 3 clusters Score -2845151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2845152.500000 Penalty: 4867.337402
	Iteration 68Q: 3 clusters Score -2845152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2845154.250000 Penalty: 4867.337402
	Iteration 69Q: 3 clusters Score -2845154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2845159.000000 Penalty: 4867.337402
	Iteration 70Q: 3 clusters Score -2845159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2845158.750000 Penalty: 4867.337402
	Iteration 71Q: 3 clusters Score -2845159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2845159.000000 Penalty: 4867.337402
	Iteration 72Q: 3 clusters Score -2845159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2845158.750000 Penalty: 4867.337402
	Iteration 73Q: 3 clusters Score -2845159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2845159.000000 Penalty: 4867.337402
	Iteration 74Q: 3 clusters Score -2845159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2845159.000000 Penalty: 4867.337402
	Iteration 75Q: 3 clusters Score -2845159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2845161.000000 Penalty: 4867.337402
	Iteration 76Q: 3 clusters Score -2845161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2845158.500000 Penalty: 4867.337402
	Iteration 77Q: 3 clusters Score -2845158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2845163.000000 Penalty: 4867.337402
	Iteration 78Q: 3 clusters Score -2845163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2845158.000000 Penalty: 4867.337402
	Iteration 79Q: 3 clusters Score -2845158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2845162.500000 Penalty: 4867.337402
	Iteration 80F: 3 clusters Score -2845162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2845168.000000 Penalty: 4867.337402
	Iteration 81Q: 3 clusters Score -2845168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2845171.500000 Penalty: 4867.337402
	Iteration 82Q: 3 clusters Score -2845172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2845169.500000 Penalty: 4867.337402
	Iteration 83Q: 3 clusters Score -2845170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2845170.250000 Penalty: 4867.337402
	Iteration 84Q: 3 clusters Score -2845170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2845170.000000 Penalty: 4867.337402
	Iteration 85Q: 3 clusters Score -2845170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2845169.000000 Penalty: 4867.337402
	Iteration 86Q: 3 clusters Score -2845169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2845165.750000 Penalty: 4867.337402
	Iteration 87Q: 3 clusters Score -2845166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2845170.250000 Penalty: 4867.337402
	Iteration 88Q: 3 clusters Score -2845170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2845168.500000 Penalty: 4867.337402
	Iteration 89Q: 3 clusters Score -2845168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2845168.000000 Penalty: 4867.337402
	Iteration 90Q: 3 clusters Score -2845168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2845168.500000 Penalty: 4867.337402
	Iteration 91Q: 3 clusters Score -2845168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2845169.500000 Penalty: 4867.337402
	Iteration 92Q: 3 clusters Score -2845170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2845166.750000 Penalty: 4867.337402
	Iteration 93Q: 3 clusters Score -2845167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2845166.750000 Penalty: 4867.337402
	Iteration 94F: 3 clusters Score -2845167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -753699.312500 Penalty: 2118.048584
	Iteration 0F: 2 clusters Score -753699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -749122.812500 Penalty: 4236.097168
	Iteration 0F: 3 clusters Score -749122.8 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -750243.000000 Penalty: 4236.097168
	Iteration 1F: 3 clusters Score -750243 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -750488.500000 Penalty: 4236.097168
	Iteration 2F: 3 clusters Score -750488.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -750646.875000 Penalty: 4236.097168
	Iteration 3F: 3 clusters Score -750646.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -750765.062500 Penalty: 4236.097168
	Iteration 4Q: 3 clusters Score -750765.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -750865.875000 Penalty: 4236.097168
	Iteration 5Q: 3 clusters Score -750865.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -750976.250000 Penalty: 4236.097168
	Iteration 6Q: 3 clusters Score -750976.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -751114.187500 Penalty: 4236.097168
	Iteration 7Q: 3 clusters Score -751114.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -751294.437500 Penalty: 4236.097168
	Iteration 8Q: 3 clusters Score -751294.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -751491.500000 Penalty: 4236.097168
	Iteration 9Q: 3 clusters Score -751491.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -751708.750000 Penalty: 4236.097168
	Iteration 10Q: 3 clusters Score -751708.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -751905.187500 Penalty: 4236.097168
	Iteration 11Q: 3 clusters Score -751905.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -752085.812500 Penalty: 4236.097168
	Iteration 12Q: 3 clusters Score -752085.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -752198.875000 Penalty: 4236.097168
	Iteration 13Q: 3 clusters Score -752198.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -752264.875000 Penalty: 4236.097168
	Iteration 14Q: 3 clusters Score -752264.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -752302.375000 Penalty: 4236.097168
	Iteration 15Q: 3 clusters Score -752302.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -752328.125000 Penalty: 4236.097168
	Iteration 16Q: 3 clusters Score -752328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -752344.687500 Penalty: 4236.097168
	Iteration 17Q: 3 clusters Score -752344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -752356.875000 Penalty: 4236.097168
	Iteration 18Q: 3 clusters Score -752356.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -752369.375000 Penalty: 4236.097168
	Iteration 19Q: 3 clusters Score -752369.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -752381.000000 Penalty: 4236.097168
	Iteration 20F: 3 clusters Score -752381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -752388.500000 Penalty: 4236.097168
	Iteration 21Q: 3 clusters Score -752388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -752392.375000 Penalty: 4236.097168
	Iteration 22Q: 3 clusters Score -752392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -752397.312500 Penalty: 4236.097168
	Iteration 23Q: 3 clusters Score -752397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -752398.875000 Penalty: 4236.097168
	Iteration 24Q: 3 clusters Score -752398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -752400.375000 Penalty: 4236.097168
	Iteration 25Q: 3 clusters Score -752400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -752400.500000 Penalty: 4236.097168
	Iteration 26Q: 3 clusters Score -752400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -752399.562500 Penalty: 4236.097168
	Iteration 27Q: 3 clusters Score -752399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -752399.562500 Penalty: 4236.097168
	Iteration 28F: 3 clusters Score -752399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2126233.750000 Penalty: 2370.287598
	Iteration 0F: 2 clusters Score -2126234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2115969.000000 Penalty: 4740.575195
	Iteration 0F: 3 clusters Score -2115969 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2119199.250000 Penalty: 4740.575195
	Iteration 1F: 3 clusters Score -2119199 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2119535.750000 Penalty: 4740.575195
	Iteration 2F: 3 clusters Score -2119536 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2119817.500000 Penalty: 4740.575195
	Iteration 3F: 3 clusters Score -2119818 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2120047.750000 Penalty: 4740.575195
	Iteration 4Q: 3 clusters Score -2120048 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2120276.500000 Penalty: 4740.575195
	Iteration 5Q: 3 clusters Score -2120276 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2120481.000000 Penalty: 4740.575195
	Iteration 6Q: 3 clusters Score -2120481 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2120701.000000 Penalty: 4740.575195
	Iteration 7Q: 3 clusters Score -2120701 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2120888.250000 Penalty: 4740.575195
	Iteration 8Q: 3 clusters Score -2120888 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2121099.750000 Penalty: 4740.575195
	Iteration 9Q: 3 clusters Score -2121100 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2121328.000000 Penalty: 4740.575195
	Iteration 10Q: 3 clusters Score -2121328 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2121580.500000 Penalty: 4740.575195
	Iteration 11Q: 3 clusters Score -2121580 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2121844.500000 Penalty: 4740.575195
	Iteration 12Q: 3 clusters Score -2121844 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2122127.000000 Penalty: 4740.575195
	Iteration 13Q: 3 clusters Score -2122127 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2122391.250000 Penalty: 4740.575195
	Iteration 14Q: 3 clusters Score -2122391 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2122643.250000 Penalty: 4740.575195
	Iteration 15Q: 3 clusters Score -2122643 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2122859.500000 Penalty: 4740.575195
	Iteration 16Q: 3 clusters Score -2122860 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2123033.500000 Penalty: 4740.575195
	Iteration 17Q: 3 clusters Score -2123034 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2123177.000000 Penalty: 4740.575195
	Iteration 18Q: 3 clusters Score -2123177 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2123291.500000 Penalty: 4740.575195
	Iteration 19Q: 3 clusters Score -2123292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2123405.750000 Penalty: 4740.575195
	Iteration 20F: 3 clusters Score -2123406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2123543.500000 Penalty: 4740.575195
	Iteration 21Q: 3 clusters Score -2123544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2123717.000000 Penalty: 4740.575195
	Iteration 22Q: 3 clusters Score -2123717 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2123921.000000 Penalty: 4740.575195
	Iteration 23Q: 3 clusters Score -2123921 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2124106.250000 Penalty: 4740.575195
	Iteration 24Q: 3 clusters Score -2124106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2124267.250000 Penalty: 4740.575195
	Iteration 25Q: 3 clusters Score -2124267 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2124374.000000 Penalty: 4740.575195
	Iteration 26Q: 3 clusters Score -2124374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2124452.750000 Penalty: 4740.575195
	Iteration 27Q: 3 clusters Score -2124453 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2124514.250000 Penalty: 4740.575195
	Iteration 28Q: 3 clusters Score -2124514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2124546.250000 Penalty: 4740.575195
	Iteration 29Q: 3 clusters Score -2124546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2124571.500000 Penalty: 4740.575195
	Iteration 30Q: 3 clusters Score -2124572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2124606.000000 Penalty: 4740.575195
	Iteration 31Q: 3 clusters Score -2124606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2124634.750000 Penalty: 4740.575195
	Iteration 32Q: 3 clusters Score -2124635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2124649.000000 Penalty: 4740.575195
	Iteration 33Q: 3 clusters Score -2124649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2124662.000000 Penalty: 4740.575195
	Iteration 34Q: 3 clusters Score -2124662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2124686.750000 Penalty: 4740.575195
	Iteration 35Q: 3 clusters Score -2124687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2124691.250000 Penalty: 4740.575195
	Iteration 36Q: 3 clusters Score -2124691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2124703.250000 Penalty: 4740.575195
	Iteration 37Q: 3 clusters Score -2124703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2124707.500000 Penalty: 4740.575195
	Iteration 38Q: 3 clusters Score -2124708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2124710.250000 Penalty: 4740.575195
	Iteration 39Q: 3 clusters Score -2124710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2124724.000000 Penalty: 4740.575195
	Iteration 40F: 3 clusters Score -2124724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2124726.000000 Penalty: 4740.575195
	Iteration 41Q: 3 clusters Score -2124726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2124729.750000 Penalty: 4740.575195
	Iteration 42Q: 3 clusters Score -2124730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2124734.250000 Penalty: 4740.575195
	Iteration 43Q: 3 clusters Score -2124734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2124734.750000 Penalty: 4740.575195
	Iteration 44Q: 3 clusters Score -2124735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2124739.000000 Penalty: 4740.575195
	Iteration 45Q: 3 clusters Score -2124739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2124742.500000 Penalty: 4740.575195
	Iteration 46Q: 3 clusters Score -2124742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2124743.750000 Penalty: 4740.575195
	Iteration 47Q: 3 clusters Score -2124744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2124745.000000 Penalty: 4740.575195
	Iteration 48Q: 3 clusters Score -2124745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2124740.500000 Penalty: 4740.575195
	Iteration 49Q: 3 clusters Score -2124740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2124739.500000 Penalty: 4740.575195
	Iteration 50Q: 3 clusters Score -2124740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2124739.500000 Penalty: 4740.575195
	Iteration 51F: 3 clusters Score -2124740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Entering Unmasked Estep 
Score: -7790405.500000 Penalty: 2691.664062
	Iteration 0F: 2 clusters Score -7790406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -7755495.500000 Penalty: 5383.328125
	Iteration 0F: 3 clusters Score -7755496 nChanged 23930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -7769041.500000 Penalty: 5383.328125
	Iteration 1F: 3 clusters Score -7769042 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -7769909.000000 Penalty: 5383.328125
	Iteration 2Q: 3 clusters Score -7769909 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -7771327.000000 Penalty: 5383.328125
	Iteration 3F: 3 clusters Score -7771327 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -7773760.000000 Penalty: 5383.328125
	Iteration 4F: 3 clusters Score -7773760 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -7777452.500000 Penalty: 5383.328125
	Iteration 5F: 3 clusters Score -7777452 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7781804.000000 Penalty: 5383.328125
	Iteration 6F: 3 clusters Score -7781804 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7785125.000000 Penalty: 5383.328125
	Iteration 7F: 3 clusters Score -7785125 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7786837.500000 Penalty: 5383.328125
	Iteration 8Q: 3 clusters Score -7786838 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7787589.500000 Penalty: 5383.328125
	Iteration 9Q: 3 clusters Score -7787590 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7787856.000000 Penalty: 5383.328125
	Iteration 10Q: 3 clusters Score -7787856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7787979.500000 Penalty: 5383.328125
	Iteration 11Q: 3 clusters Score -7787980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7788053.000000 Penalty: 5383.328125
	Iteration 12Q: 3 clusters Score -7788053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7788103.000000 Penalty: 5383.328125
	Iteration 13Q: 3 clusters Score -7788103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7788133.500000 Penalty: 5383.328125
	Iteration 14Q: 3 clusters Score -7788134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7788148.500000 Penalty: 5383.328125
	Iteration 15Q: 3 clusters Score -7788148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7788171.500000 Penalty: 5383.328125
	Iteration 16Q: 3 clusters Score -7788172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7788171.000000 Penalty: 5383.328125
	Iteration 17Q: 3 clusters Score -7788171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7788185.500000 Penalty: 5383.328125
	Iteration 18Q: 3 clusters Score -7788186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7788184.500000 Penalty: 5383.328125
	Iteration 19Q: 3 clusters Score -7788184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7788189.000000 Penalty: 5383.328125
	Iteration 20F: 3 clusters Score -7788189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7788196.500000 Penalty: 5383.328125
	Iteration 21Q: 3 clusters Score -7788196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7788190.000000 Penalty: 5383.328125
	Iteration 22Q: 3 clusters Score -7788190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7788199.500000 Penalty: 5383.328125
	Iteration 23Q: 3 clusters Score -7788200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7788205.000000 Penalty: 5383.328125
	Iteration 24Q: 3 clusters Score -7788205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7788202.000000 Penalty: 5383.328125
	Iteration 25Q: 3 clusters Score -7788202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7788202.000000 Penalty: 5383.328125
	Iteration 26F: 3 clusters Score -7788202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Entering Unmasked Estep 
Score: -16181378.000000 Penalty: 2867.189697
	Iteration 0F: 2 clusters Score -1.618138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -16113851.000000 Penalty: 5734.379395
	Iteration 0F: 3 clusters Score -1.611385e+07 nChanged 49749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -16142631.000000 Penalty: 5734.379395
	Iteration 1F: 3 clusters Score -1.614263e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -16143695.000000 Penalty: 5734.379395
	Iteration 2Q: 3 clusters Score -1.61437e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -16145152.000000 Penalty: 5734.379395
	Iteration 3Q: 3 clusters Score -1.614515e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -16147079.000000 Penalty: 5734.379395
	Iteration 4Q: 3 clusters Score -1.614708e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -16150224.000000 Penalty: 5734.379395
	Iteration 5F: 3 clusters Score -1.615022e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -16154975.000000 Penalty: 5734.379395
	Iteration 6F: 3 clusters Score -1.615498e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -16161118.000000 Penalty: 5734.379395
	Iteration 7F: 3 clusters Score -1.616112e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -16167053.000000 Penalty: 5734.379395
	Iteration 8F: 3 clusters Score -1.616705e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -16171092.000000 Penalty: 5734.379395
	Iteration 9F: 3 clusters Score -1.617109e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -16173023.000000 Penalty: 5734.379395
	Iteration 10Q: 3 clusters Score -1.617302e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -16173999.000000 Penalty: 5734.379395
	Iteration 11Q: 3 clusters Score -1.6174e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -16174701.000000 Penalty: 5734.379395
	Iteration 12Q: 3 clusters Score -1.61747e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -16175392.000000 Penalty: 5734.379395
	Iteration 13Q: 3 clusters Score -1.617539e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -16176108.000000 Penalty: 5734.379395
	Iteration 14Q: 3 clusters Score -1.617611e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -16176718.000000 Penalty: 5734.379395
	Iteration 15Q: 3 clusters Score -1.617672e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -16177345.000000 Penalty: 5734.379395
	Iteration 16Q: 3 clusters Score -1.617734e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -16177919.000000 Penalty: 5734.379395
	Iteration 17Q: 3 clusters Score -1.617792e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -16178349.000000 Penalty: 5734.379395
	Iteration 18Q: 3 clusters Score -1.617835e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -16178774.000000 Penalty: 5734.379395
	Iteration 19Q: 3 clusters Score -1.617877e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96766 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -16179194.000000 Penalty: 5734.379395
	Iteration 20F: 3 clusters Score -1.617919e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -16179467.000000 Penalty: 5734.379395
	Iteration 21Q: 3 clusters Score -1.617947e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -16179684.000000 Penalty: 5734.379395
	Iteration 22Q: 3 clusters Score -1.617968e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16179903.000000 Penalty: 5734.379395
	Iteration 23Q: 3 clusters Score -1.61799e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -16179988.000000 Penalty: 5734.379395
	Iteration 24Q: 3 clusters Score -1.617999e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -16180083.000000 Penalty: 5734.379395
	Iteration 25Q: 3 clusters Score -1.618008e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -16180110.000000 Penalty: 5734.379395
	Iteration 26Q: 3 clusters Score -1.618011e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -16180144.000000 Penalty: 5734.379395
	Iteration 27Q: 3 clusters Score -1.618014e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16180152.000000 Penalty: 5734.379395
	Iteration 28Q: 3 clusters Score -1.618015e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16180148.000000 Penalty: 5734.379395
	Iteration 29Q: 3 clusters Score -1.618015e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16180168.000000 Penalty: 5734.379395
	Iteration 30Q: 3 clusters Score -1.618017e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16180134.000000 Penalty: 5734.379395
	Iteration 31Q: 3 clusters Score -1.618013e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16180107.000000 Penalty: 5734.379395
	Iteration 32Q: 3 clusters Score -1.618011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16180126.000000 Penalty: 5734.379395
	Iteration 33Q: 3 clusters Score -1.618013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16180083.000000 Penalty: 5734.379395
	Iteration 34Q: 3 clusters Score -1.618008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16180086.000000 Penalty: 5734.379395
	Iteration 35Q: 3 clusters Score -1.618009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16180078.000000 Penalty: 5734.379395
	Iteration 36Q: 3 clusters Score -1.618008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104105 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16180080.000000 Penalty: 5734.379395
	Iteration 37Q: 3 clusters Score -1.618008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16180081.000000 Penalty: 5734.379395
	Iteration 38Q: 3 clusters Score -1.618008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16180077.000000 Penalty: 5734.379395
	Iteration 39Q: 3 clusters Score -1.618008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16180111.000000 Penalty: 5734.379395
	Iteration 40F: 3 clusters Score -1.618011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16180103.000000 Penalty: 5734.379395
	Iteration 41Q: 3 clusters Score -1.61801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16180119.000000 Penalty: 5734.379395
	Iteration 42Q: 3 clusters Score -1.618012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16180121.000000 Penalty: 5734.379395
	Iteration 43Q: 3 clusters Score -1.618012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16180130.000000 Penalty: 5734.379395
	Iteration 44Q: 3 clusters Score -1.618013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16180165.000000 Penalty: 5734.379395
	Iteration 45Q: 3 clusters Score -1.618016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16180146.000000 Penalty: 5734.379395
	Iteration 46Q: 3 clusters Score -1.618015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104208 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -16180148.000000 Penalty: 5734.379395
	Iteration 47Q: 3 clusters Score -1.618015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16180136.000000 Penalty: 5734.379395
	Iteration 48Q: 3 clusters Score -1.618014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16180140.000000 Penalty: 5734.379395
	Iteration 49Q: 3 clusters Score -1.618014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16180137.000000 Penalty: 5734.379395
	Iteration 50Q: 3 clusters Score -1.618014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16180134.000000 Penalty: 5734.379395
	Iteration 51Q: 3 clusters Score -1.618013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16180134.000000 Penalty: 5734.379395
	Iteration 52Q: 3 clusters Score -1.618013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16180139.000000 Penalty: 5734.379395
	Iteration 53Q: 3 clusters Score -1.618014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16180138.000000 Penalty: 5734.379395
	Iteration 54Q: 3 clusters Score -1.618014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16180144.000000 Penalty: 5734.379395
	Iteration 55Q: 3 clusters Score -1.618014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16180147.000000 Penalty: 5734.379395
	Iteration 56Q: 3 clusters Score -1.618015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 5734.379395
	Iteration 57Q: 3 clusters Score -1.618014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16180151.000000 Penalty: 5734.379395
	Iteration 58Q: 3 clusters Score -1.618015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16180144.000000 Penalty: 5734.379395
	Iteration 59Q: 3 clusters Score -1.618014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16180150.000000 Penalty: 5734.379395
	Iteration 60F: 3 clusters Score -1.618015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 5734.379395
	Iteration 61Q: 3 clusters Score -1.618014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16180150.000000 Penalty: 5734.379395
	Iteration 62Q: 3 clusters Score -1.618015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16180140.000000 Penalty: 5734.379395
	Iteration 63Q: 3 clusters Score -1.618014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -16180147.000000 Penalty: 5734.379395
	Iteration 64Q: 3 clusters Score -1.618015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16180148.000000 Penalty: 5734.379395
	Iteration 65Q: 3 clusters Score -1.618015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -16180142.000000 Penalty: 5734.379395
	Iteration 66Q: 3 clusters Score -1.618014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16180139.000000 Penalty: 5734.379395
	Iteration 67Q: 3 clusters Score -1.618014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 5734.379395
	Iteration 68Q: 3 clusters Score -1.618014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 5734.379395
	Iteration 69F: 3 clusters Score -1.618014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -83902.640625 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -83902.64 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 318 members 
Entering Unmasked Estep 
Score: -82412.046875 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -82412.05 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82925.109375 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -82925.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83425.750000 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83425.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83892.515625 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -83892.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83969.203125 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -83969.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84006.500000 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -84006.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84076.265625 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -84076.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84143.976562 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -84143.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84193.695312 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -84193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84246.929688 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -84246.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84292.382812 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -84292.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84330.890625 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -84330.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84369.484375 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -84369.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84386.328125 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -84386.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84413.726562 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -84413.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84419.187500 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -84419.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84431.843750 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -84431.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84440.710938 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -84440.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84459.000000 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -84459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84465.781250 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -84465.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84474.828125 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -84474.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84519.062500 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -84519.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84522.578125 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -84522.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84522.578125 Penalty: 3216.379150
	Iteration 23F: 3 clusters Score -84522.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102263 members 
Mstep: Class 3 contains 108229 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 64461 members 
Mstep: Class 13 contains 97810 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 116632 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 51714 members 
Mstep: Class 20 contains 104951 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 66991 members 
Mstep: Class 23 contains 3267 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 264 members 
Entering Unmasked Estep 
Score: -137791664.000000 Penalty: 91921.562500
Splitting cluster 21 changes total score from -137792784.000000 to -137791664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (66991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Entering Unmasked Estep 
Score: -10429212.000000 Penalty: 2755.853760
	Iteration 0F: 2 clusters Score -1.042921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -10384538.000000 Penalty: 5511.707520
	Iteration 0F: 3 clusters Score -1.038454e+07 nChanged 31258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -10402147.000000 Penalty: 5511.707520
	Iteration 1F: 3 clusters Score -1.040215e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -10402970.000000 Penalty: 5511.707520
	Iteration 2Q: 3 clusters Score -1.040297e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -10403985.000000 Penalty: 5511.707520
	Iteration 3Q: 3 clusters Score -1.040398e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -10405681.000000 Penalty: 5511.707520
	Iteration 4Q: 3 clusters Score -1.040568e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -10408263.000000 Penalty: 5511.707520
	Iteration 5F: 3 clusters Score -1.040826e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -10412073.000000 Penalty: 5511.707520
	Iteration 6F: 3 clusters Score -1.041207e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -10416775.000000 Penalty: 5511.707520
	Iteration 7F: 3 clusters Score -1.041678e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -10421391.000000 Penalty: 5511.707520
	Iteration 8F: 3 clusters Score -1.042139e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -10424420.000000 Penalty: 5511.707520
	Iteration 9Q: 3 clusters Score -1.042442e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -10425772.000000 Penalty: 5511.707520
	Iteration 10Q: 3 clusters Score -1.042577e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -10426286.000000 Penalty: 5511.707520
	Iteration 11Q: 3 clusters Score -1.042629e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -10426526.000000 Penalty: 5511.707520
	Iteration 12Q: 3 clusters Score -1.042653e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -10426648.000000 Penalty: 5511.707520
	Iteration 13Q: 3 clusters Score -1.042665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -10426701.000000 Penalty: 5511.707520
	Iteration 14Q: 3 clusters Score -1.04267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -10426732.000000 Penalty: 5511.707520
	Iteration 15Q: 3 clusters Score -1.042673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -10426745.000000 Penalty: 5511.707520
	Iteration 16Q: 3 clusters Score -1.042674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10426750.000000 Penalty: 5511.707520
	Iteration 17Q: 3 clusters Score -1.042675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10426757.000000 Penalty: 5511.707520
	Iteration 18Q: 3 clusters Score -1.042676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10426760.000000 Penalty: 5511.707520
	Iteration 19Q: 3 clusters Score -1.042676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -10426750.000000 Penalty: 5511.707520
	Iteration 20F: 3 clusters Score -1.042675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10426760.000000 Penalty: 5511.707520
	Iteration 21Q: 3 clusters Score -1.042676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -10426757.000000 Penalty: 5511.707520
	Iteration 22Q: 3 clusters Score -1.042676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -10426760.000000 Penalty: 5511.707520
	Iteration 23Q: 3 clusters Score -1.042676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -10426760.000000 Penalty: 5511.707520
	Iteration 24F: 3 clusters Score -1.042676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -423591.343750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -423591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -420179.187500 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -420179.2 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -421064.781250 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -421064.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -421384.031250 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -421384 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -421660.093750 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -421660.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -421931.593750 Penalty: 4013.447021
	Iteration 4F: 3 clusters Score -421931.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -422226.937500 Penalty: 4013.447021
	Iteration 5F: 3 clusters Score -422226.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -422406.062500 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -422406.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -422503.593750 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -422503.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -422565.125000 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -422565.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -422627.000000 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -422627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -422686.781250 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -422686.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -422723.125000 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -422723.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -422759.031250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -422759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -422785.187500 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -422785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -422803.343750 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -422803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -422813.843750 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -422813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -422823.250000 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -422823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -422828.625000 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -422828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -422831.281250 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -422831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -422834.968750 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -422835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -422839.218750 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -422839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -422844.218750 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -422844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -422847.343750 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -422847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -422849.250000 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -422849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -422851.875000 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -422851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -422853.343750 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -422853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -422854.406250 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -422854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -422854.406250 Penalty: 4013.447021
	Iteration 27F: 3 clusters Score -422854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Entering Unmasked Estep 
Score: -3687152.750000 Penalty: 2515.896973
	Iteration 0F: 2 clusters Score -3687153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3669442.750000 Penalty: 5031.793945
	Iteration 0F: 3 clusters Score -3669443 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3675602.250000 Penalty: 5031.793945
	Iteration 1F: 3 clusters Score -3675602 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3676049.000000 Penalty: 5031.793945
	Iteration 2F: 3 clusters Score -3676049 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3676379.000000 Penalty: 5031.793945
	Iteration 3Q: 3 clusters Score -3676379 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3676640.750000 Penalty: 5031.793945
	Iteration 4Q: 3 clusters Score -3676641 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3676822.000000 Penalty: 5031.793945
	Iteration 5Q: 3 clusters Score -3676822 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3677001.000000 Penalty: 5031.793945
	Iteration 6Q: 3 clusters Score -3677001 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3677184.000000 Penalty: 5031.793945
	Iteration 7Q: 3 clusters Score -3677184 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3677357.250000 Penalty: 5031.793945
	Iteration 8Q: 3 clusters Score -3677357 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3677554.250000 Penalty: 5031.793945
	Iteration 9Q: 3 clusters Score -3677554 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3677749.000000 Penalty: 5031.793945
	Iteration 10Q: 3 clusters Score -3677749 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3677957.000000 Penalty: 5031.793945
	Iteration 11Q: 3 clusters Score -3677957 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3678239.500000 Penalty: 5031.793945
	Iteration 12Q: 3 clusters Score -3678240 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3678595.500000 Penalty: 5031.793945
	Iteration 13Q: 3 clusters Score -3678596 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3679051.500000 Penalty: 5031.793945
	Iteration 14Q: 3 clusters Score -3679052 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3679624.000000 Penalty: 5031.793945
	Iteration 15Q: 3 clusters Score -3679624 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3680254.500000 Penalty: 5031.793945
	Iteration 16Q: 3 clusters Score -3680254 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3680879.750000 Penalty: 5031.793945
	Iteration 17Q: 3 clusters Score -3680880 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3681479.500000 Penalty: 5031.793945
	Iteration 18Q: 3 clusters Score -3681480 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3682048.750000 Penalty: 5031.793945
	Iteration 19Q: 3 clusters Score -3682049 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3682570.250000 Penalty: 5031.793945
	Iteration 20F: 3 clusters Score -3682570 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3683102.000000 Penalty: 5031.793945
	Iteration 21Q: 3 clusters Score -3683102 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3683499.750000 Penalty: 5031.793945
	Iteration 22Q: 3 clusters Score -3683500 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3683825.000000 Penalty: 5031.793945
	Iteration 23Q: 3 clusters Score -3683825 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3684109.000000 Penalty: 5031.793945
	Iteration 24Q: 3 clusters Score -3684109 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3684299.250000 Penalty: 5031.793945
	Iteration 25Q: 3 clusters Score -3684299 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3684472.000000 Penalty: 5031.793945
	Iteration 26Q: 3 clusters Score -3684472 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3684584.000000 Penalty: 5031.793945
	Iteration 27Q: 3 clusters Score -3684584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3684698.500000 Penalty: 5031.793945
	Iteration 28Q: 3 clusters Score -3684698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3684790.500000 Penalty: 5031.793945
	Iteration 29Q: 3 clusters Score -3684790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3684837.500000 Penalty: 5031.793945
	Iteration 30Q: 3 clusters Score -3684838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3684879.750000 Penalty: 5031.793945
	Iteration 31Q: 3 clusters Score -3684880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3684905.750000 Penalty: 5031.793945
	Iteration 32Q: 3 clusters Score -3684906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3684941.500000 Penalty: 5031.793945
	Iteration 33Q: 3 clusters Score -3684942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3684955.000000 Penalty: 5031.793945
	Iteration 34Q: 3 clusters Score -3684955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3684962.000000 Penalty: 5031.793945
	Iteration 35Q: 3 clusters Score -3684962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3684970.250000 Penalty: 5031.793945
	Iteration 36Q: 3 clusters Score -3684970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3684978.000000 Penalty: 5031.793945
	Iteration 37Q: 3 clusters Score -3684978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3684991.000000 Penalty: 5031.793945
	Iteration 38Q: 3 clusters Score -3684991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3684998.750000 Penalty: 5031.793945
	Iteration 39Q: 3 clusters Score -3684999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3685007.000000 Penalty: 5031.793945
	Iteration 40F: 3 clusters Score -3685007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3685014.500000 Penalty: 5031.793945
	Iteration 41Q: 3 clusters Score -3685014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3685022.750000 Penalty: 5031.793945
	Iteration 42Q: 3 clusters Score -3685023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3685018.750000 Penalty: 5031.793945
	Iteration 43Q: 3 clusters Score -3685019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3685019.750000 Penalty: 5031.793945
	Iteration 44Q: 3 clusters Score -3685020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3685026.500000 Penalty: 5031.793945
	Iteration 45Q: 3 clusters Score -3685026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3685033.250000 Penalty: 5031.793945
	Iteration 46Q: 3 clusters Score -3685033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3685033.500000 Penalty: 5031.793945
	Iteration 47Q: 3 clusters Score -3685034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3685039.250000 Penalty: 5031.793945
	Iteration 48Q: 3 clusters Score -3685039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3685040.500000 Penalty: 5031.793945
	Iteration 49Q: 3 clusters Score -3685040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3685044.750000 Penalty: 5031.793945
	Iteration 50Q: 3 clusters Score -3685045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3685042.500000 Penalty: 5031.793945
	Iteration 51Q: 3 clusters Score -3685042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3685044.750000 Penalty: 5031.793945
	Iteration 52Q: 3 clusters Score -3685045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3685044.750000 Penalty: 5031.793945
	Iteration 53F: 3 clusters Score -3685045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -132387.421875 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -132387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130565.140625 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -130565.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -131202.468750 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -131202.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -131566.421875 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -131566.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -131804.078125 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -131804.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -131978.031250 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -131978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -132114.953125 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -132115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -132211.468750 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -132211.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132263.796875 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -132263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132270.625000 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -132270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132270.625000 Penalty: 3403.408936
	Iteration 9F: 3 clusters Score -132270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -86743.250000 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -86743.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85064.257812 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -85064.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85278.843750 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -85278.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85370.960938 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -85370.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85443.109375 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -85443.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85487.187500 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -85487.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85525.992188 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -85525.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85540.570312 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -85540.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85561.773438 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -85561.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85580.312500 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -85580.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85610.515625 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -85610.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85640.476562 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -85640.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85666.335938 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -85666.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85673.609375 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -85673.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85679.617188 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -85679.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85688.921875 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -85688.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85697.632812 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -85697.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85701.468750 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -85701.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85705.359375 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -85705.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85706.820312 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -85706.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85710.671875 Penalty: 3190.738281
	Iteration 19Q: 3 clusters Score -85710.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85712.054688 Penalty: 3190.738281
	Iteration 20F: 3 clusters Score -85712.05 nChanged 0
--- Evaluating fit on full set of 2748167 points ---
Entering Unmasked Estep 
Score: -419424384.000000 Penalty: 95600.914062
25->27 Clusters: Score -419424384.000000, best is -419476160.000000

Main iterations: 0 (time per=infms)
Total iterations: 88965 (time per=499.354908ms)
Iterations metric 2: 6338855829504.000000 (time per=7.008380ns)
Iterations metric 3: 190139359821824.000000 (time per=233.644993ps)

That took 44425.109375 seconds.
